From a4eebad1eb1b5f43555f0fa79325c401b9e1fef1 Mon Sep 17 00:00:00 2001 From: HelenCEBM Date: Tue, 7 Sep 2021 12:49:17 +0100 Subject: [PATCH 1/6] Update study def to include 16-17 --- analysis/study_definition_delivery_common.py | 44 +++++++++----------- 1 file changed, 20 insertions(+), 24 deletions(-) diff --git a/analysis/study_definition_delivery_common.py b/analysis/study_definition_delivery_common.py index 891c962..95194ea 100644 --- a/analysis/study_definition_delivery_common.py +++ b/analysis/study_definition_delivery_common.py @@ -25,12 +25,6 @@ age <= 120 AND age>=16 - AND - (age >=18 - OR - shielded - OR - LD) """, registered=patients.registered_as_of( index_date, @@ -73,7 +67,7 @@ "50-59": """ age >= 50 AND age < 60""", "60-69": """ age >= 60 AND age < 70""", "70-79": """ age >= 70 AND age < 80""", - "80+": """ age >= 80 AND age < 120""", # age eligibility currently set at 80 + "80+": """ age >= 80 AND age < 120""", }, return_expectations={ "rate": "universal", @@ -96,7 +90,8 @@ { "0" : "DEFAULT", "0-15": """ age >= 0 AND age < 16 """, - "16-29": """ age >= 16 AND age < 30 """, + "16-17": """ age >= 16 AND age < 18 """, + "18-29": """ age >= 18 AND age < 30 """, "30-34": """ age >= 30 AND age < 35 """, "35-39": """ age >= 35 AND age < 40 """, "40-44": """ age >= 40 AND age < 45 """, @@ -115,22 +110,23 @@ "rate": "universal", "category": { "ratios": { - "0":0.0625, - "0-15": 0.0625, - "16-29": 0.0625, - "30-34": 0.0625, - "35-39": 0.0625, - "40-44": 0.0625, - "45-49": 0.0625, - "50-54": 0.0625, - "55-59": 0.0625, - "60-64": 0.0625, - "65-69": 0.0625, - "70-74": 0.0625, - "75-79": 0.0625, - "80-84": 0.0625, - "85-89": 0.0625, - "90+": 0.0625 + "0":0.0125, + "0-15": 0.065, + "16-17": 0.065, + "18-29": 0.065, + "30-34": 0.065, + "35-39": 0.065, + "40-44": 0.065, + "45-49": 0.065, + "50-54": 0.065, + "55-59": 0.065, + "60-64": 0.065, + "65-69": 0.065, + "70-74": 0.065, + "75-79": 0.065, + "80-84": 0.065, + "85-89": 0.065, + "90+": 0.0125 } }, }, From ba3a4a72a2c089a94c6871e4a6125eade981244f Mon Sep 17 00:00:00 2001 From: HelenCEBM Date: Tue, 7 Sep 2021 12:51:04 +0100 Subject: [PATCH 2/6] Include 16-17s in data processing Break down by Sex, Ethnicity and IMD --- lib/data_processing.py | 5 +++-- notebooks/diffable_python/population_characteristics.py | 6 +++++- 2 files changed, 8 insertions(+), 3 deletions(-) diff --git a/lib/data_processing.py b/lib/data_processing.py index 63455b4..fff0e19 100644 --- a/lib/data_processing.py +++ b/lib/data_processing.py @@ -151,8 +151,9 @@ def load_data(input_file='input_delivery.csv.gz', input_path="output"): (df["age"]>=55), (df["age"]>=50), (df["age"]>=40), - (df["age"]>=30)] - choices = [3,1,2,4,5,6,7,8,9,10,11] + (df["age"]>=30), + (df["age"]>=18)] + choices = [3,1,2,4,5,6,7,8,9,10,11,12] # note the numbers here denote the desired sort order in which we want to look at these groups, not the priority order # create field "priority_group" which uses the appropriate value from `choices` according to the `conditions` met by each line of data. If none are met, assigns 0. diff --git a/notebooks/diffable_python/population_characteristics.py b/notebooks/diffable_python/population_characteristics.py index 26e1d8f..8571678 100644 --- a/notebooks/diffable_python/population_characteristics.py +++ b/notebooks/diffable_python/population_characteristics.py @@ -82,7 +82,8 @@ "50-54": 9, "40-49": 10, "30-39": 11, - "18-29": 0 + "18-29": 12, + "16-17": 0 # NB if the population denominator is not included for the final group (0), the key must contain phrase "not in other eligible groups" so that data is presented appropriately } @@ -115,6 +116,7 @@ "40-49": u50, "30-39": u50, "18-29": u50, + "16-17": ["sex", "ethnicity_6_groups", "imd_categories"], "LD (aged 16-64)": ["sex", "ageband_5yr", "ethnicity_6_groups"], "DEFAULT": DEFAULT # other age groups } @@ -240,9 +242,11 @@ second_dose_summarised_data_dict = summarise_data_by_group(df_dict_cum_second_dose, latest_date=latest_date, groups=groups) +# + collapsed=true jupyter={"outputs_hidden": true} create_detailed_summary_uptake(second_dose_summarised_data_dict, formatted_latest_date, groups=groups, savepath=savepath, vaccine_type="second_dose") +# - # ## For comparison look at first doses UP TO 14 WEEKS AGO # From b73bbf1bf1bba7ac2066b028a95dee246580843e Mon Sep 17 00:00:00 2001 From: HelenCEBM Date: Tue, 7 Sep 2021 12:51:46 +0100 Subject: [PATCH 3/6] Update population_characteristics.ipynb --- notebooks/population_characteristics.ipynb | 32619 ++++++++++--------- 1 file changed, 17314 insertions(+), 15305 deletions(-) diff --git a/notebooks/population_characteristics.ipynb b/notebooks/population_characteristics.ipynb index 7451d7d..29f98cb 100644 --- a/notebooks/population_characteristics.ipynb +++ b/notebooks/population_characteristics.ipynb @@ -120,7 +120,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Latest Date: 25 May 2021\n" + "Latest Date: 03 Sep 2021\n" ] } ], @@ -173,7 +173,8 @@ " \"50-54\": 9,\n", " \"40-49\": 10,\n", " \"30-39\": 11,\n", - " \"18-29\": 0 \n", + " \"18-29\": 12, \n", + " \"16-17\": 0 \n", " # NB if the population denominator is not included for the final group (0), the key must contain phrase \"not in other eligible groups\" so that data is presented appropriately\n", " }\n", "\n", @@ -206,6 +207,7 @@ " \"40-49\": u50,\n", " \"30-39\": u50,\n", " \"18-29\": u50,\n", + " \"16-17\": [\"sex\", \"ethnicity_6_groups\", \"imd_categories\"],\n", " \"LD (aged 16-64)\": [\"sex\", \"ageband_5yr\", \"ethnicity_6_groups\"],\n", " \"DEFAULT\": DEFAULT # other age groups\n", " }\n" @@ -258,7 +260,7 @@ "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -280,7 +282,7 @@ "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -304,7 +306,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -313,7 +315,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ @@ -322,7 +324,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 18, "metadata": {}, "outputs": [], "source": [ @@ -338,7 +340,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 19, "metadata": {}, "outputs": [], "source": [ @@ -347,7 +349,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 20, "metadata": {}, "outputs": [], "source": [ @@ -357,7 +359,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 21, "metadata": {}, "outputs": [], "source": [ @@ -368,7 +370,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 22, "metadata": {}, "outputs": [ { @@ -392,8 +394,8 @@ " \n", " \n", " \n", - " first dose as at 25 May 2021\n", - " second dose as at 25 May 2021\n", + " first dose as at 03 Sep 2021\n", + " second dose as at 03 Sep 2021\n", " \n", " \n", " \n", @@ -404,98 +406,105 @@ " \n", " \n", " 80+\n", - " 50.4% (1,064 of 2,114)\n", - " 29.0% (616 of 2,114)\n", + " 50.2% (1,029 of 2,051)\n", + " 30.6% (630 of 2,051)\n", " \n", " \n", " 70-79\n", - " 49.6% (1,729 of 3,486)\n", - " 30.6% (1,071 of 3,486)\n", + " 49.7% (1,806 of 3,633)\n", + " 30.5% (1,106 of 3,633)\n", " \n", " \n", " care home\n", - " 51.3% (693 of 1,351)\n", - " 28.9% (392 of 1,351)\n", + " 47.8% (651 of 1,365)\n", + " 29.1% (399 of 1,365)\n", " \n", " \n", " shielding (aged 16-69)\n", - " 48.4% (210 of 434)\n", - " 29.5% (126 of 434)\n", + " 52.9% (224 of 427)\n", + " 31.1% (133 of 427)\n", " \n", " \n", " 65-69\n", - " 51.4% (1,169 of 2,275)\n", - " 30.2% (686 of 2,275)\n", + " 50.3% (1,092 of 2,177)\n", + " 28.7% (623 of 2,177)\n", " \n", " \n", " LD (aged 16-64)\n", - " 49.3% (392 of 791)\n", - " 28.4% (224 of 791)\n", + " 49.6% (406 of 812)\n", + " 30.5% (245 of 812)\n", " \n", " \n", " 60-64\n", - " 48.9% (1,309 of 2,674)\n", - " 31.9% (854 of 2,674)\n", + " 48.4% (1,309 of 2,702)\n", + " 29.5% (798 of 2,702)\n", " \n", " \n", " 55-59\n", - " 49.0% (1,484 of 3,024)\n", - " 29.8% (903 of 3,024)\n", + " 51.3% (1,533 of 2,982)\n", + " 28.9% (861 of 2,982)\n", " \n", " \n", " 50-54\n", - " 50.0% (1,666 of 3,332)\n", - " 29.7% (994 of 3,332)\n", + " 50.7% (1,743 of 3,437)\n", + " 30.7% (1,057 of 3,437)\n", " \n", " \n", " 40-49\n", - " 49.8% (3,066 of 6,153)\n", - " 31.1% (1,911 of 6,153)\n", + " 50.5% (3,108 of 6,160)\n", + " 29.3% (1,806 of 6,160)\n", " \n", " \n", " 30-39\n", - " 50.1% (3,234 of 6,461)\n", - " 29.8% (1,925 of 6,461)\n", + " 49.7% (3,171 of 6,377)\n", + " 29.7% (1,897 of 6,377)\n", " \n", " \n", " 18-29\n", - " 50.2% (8,988 of 17,906)\n", - " 29.6% (5,306 of 17,906)\n", + " 50.3% (3,752 of 7,455)\n", + " 30.0% (2,240 of 7,455)\n", + " \n", + " \n", + " 16-17\n", + " 49.7% (5,180 of 10,416)\n", + " 30.8% (3,206 of 10,416)\n", " \n", " \n", "\n", "" ], "text/plain": [ - " first dose as at 25 May 2021 \\\n", + " first dose as at 03 Sep 2021 \\\n", "Total vaccinated in TPP 24,997 \n", - "80+ 50.4% (1,064 of 2,114) \n", - "70-79 49.6% (1,729 of 3,486) \n", - "care home 51.3% (693 of 1,351) \n", - "shielding (aged 16-69) 48.4% (210 of 434) \n", - "65-69 51.4% (1,169 of 2,275) \n", - "LD (aged 16-64) 49.3% (392 of 791) \n", - "60-64 48.9% (1,309 of 2,674) \n", - "55-59 49.0% (1,484 of 3,024) \n", - "50-54 50.0% (1,666 of 3,332) \n", - "40-49 49.8% (3,066 of 6,153) \n", - "30-39 50.1% (3,234 of 6,461) \n", - "18-29 50.2% (8,988 of 17,906) \n", + "80+ 50.2% (1,029 of 2,051) \n", + "70-79 49.7% (1,806 of 3,633) \n", + "care home 47.8% (651 of 1,365) \n", + "shielding (aged 16-69) 52.9% (224 of 427) \n", + "65-69 50.3% (1,092 of 2,177) \n", + "LD (aged 16-64) 49.6% (406 of 812) \n", + "60-64 48.4% (1,309 of 2,702) \n", + "55-59 51.3% (1,533 of 2,982) \n", + "50-54 50.7% (1,743 of 3,437) \n", + "40-49 50.5% (3,108 of 6,160) \n", + "30-39 49.7% (3,171 of 6,377) \n", + "18-29 50.3% (3,752 of 7,455) \n", + "16-17 49.7% (5,180 of 10,416) \n", "\n", - " second dose as at 25 May 2021 \n", + " second dose as at 03 Sep 2021 \n", "Total vaccinated in TPP 15,001 \n", - "80+ 29.0% (616 of 2,114) \n", - "70-79 30.6% (1,071 of 3,486) \n", - "care home 28.9% (392 of 1,351) \n", - "shielding (aged 16-69) 29.5% (126 of 434) \n", - "65-69 30.2% (686 of 2,275) \n", - "LD (aged 16-64) 28.4% (224 of 791) \n", - "60-64 31.9% (854 of 2,674) \n", - "55-59 29.8% (903 of 3,024) \n", - "50-54 29.7% (994 of 3,332) \n", - "40-49 31.1% (1,911 of 6,153) \n", - "30-39 29.8% (1,925 of 6,461) \n", - "18-29 29.6% (5,306 of 17,906) " + "80+ 30.6% (630 of 2,051) \n", + "70-79 30.5% (1,106 of 3,633) \n", + "care home 29.1% (399 of 1,365) \n", + "shielding (aged 16-69) 31.1% (133 of 427) \n", + "65-69 28.7% (623 of 2,177) \n", + "LD (aged 16-64) 30.5% (245 of 812) \n", + "60-64 29.5% (798 of 2,702) \n", + "55-59 28.9% (861 of 2,982) \n", + "50-54 30.7% (1,057 of 3,437) \n", + "40-49 29.3% (1,806 of 6,160) \n", + "30-39 29.7% (1,897 of 6,377) \n", + "18-29 30.0% (2,240 of 7,455) \n", + "16-17 30.8% (3,206 of 10,416) " ] }, "metadata": {}, @@ -523,7 +532,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 23, "metadata": {}, "outputs": [ { @@ -541,7 +550,7 @@ { "data": { "text/markdown": [ - "Pfizer vaccines (% of all first doses): **0.2%** (49)" + "Pfizer vaccines (% of all first doses): **0.1%** (28)" ], "text/plain": [ "" @@ -577,7 +586,7 @@ { "data": { "text/markdown": [ - "Second doses (% of Ox-AZ first doses): **99500.0%** (6,965)" + "Second doses (% of Ox-AZ first doses): **97600.0%** (6,832)" ], "text/plain": [ "" @@ -589,7 +598,7 @@ { "data": { "text/markdown": [ - "Second doses (% of Pfizer first doses): **10814.3%** (5,299)" + "Second doses (% of Pfizer first doses): **18975.0%** (5,313)" ], "text/plain": [ "" @@ -601,7 +610,7 @@ { "data": { "text/markdown": [ - "Second doses (% of Moderna first doses): **0%** (7,182)" + "Second doses (% of Moderna first doses): **0%** (7,063)" ], "text/plain": [ "" @@ -678,7 +687,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 24, "metadata": {}, "outputs": [ { @@ -696,7 +705,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (first dose) among **80+** population up to 25 May 2021" + "## COVID vaccination rollout (first dose) among **80+** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -762,413 +771,422 @@ " \n", " overall\n", " overall\n", - " 1065\n", - " 50.4\n", - " 2114\n", - " 48.6\n", - " 1.8\n", - " 26-Oct\n", + " 1029\n", + " 50.2\n", + " 2051\n", + " 48.7\n", + " 1.5\n", + " unknown\n", " \n", " \n", " sex\n", " F\n", " 518\n", - " 47.7\n", - " 1085\n", - " 46.5\n", - " 1.2\n", + " 48.4\n", + " 1071\n", + " 47.1\n", + " 1.3\n", " unknown\n", " \n", " \n", " M\n", - " 546\n", - " 53.1\n", - " 1029\n", - " 51\n", - " 2.1\n", - " 25-Sep\n", + " 511\n", + " 52.1\n", + " 980\n", + " 50.7\n", + " 1.4\n", + " unknown\n", " \n", " \n", - " ageband_5yr\n", + " ageband_5yr\n", " 0\n", - " 63\n", - " 52.9\n", - " 119\n", - " 52.9\n", + " 14\n", + " 66.7\n", + " 21\n", + " 66.7\n", " 0\n", " unknown\n", " \n", " \n", " 0-15\n", - " 70\n", + " 63\n", " 50.0\n", - " 140\n", - " 50\n", - " 0\n", - " unknown\n", + " 126\n", + " 44.4\n", + " 5.6\n", + " 23-Oct\n", " \n", " \n", - " 16-29\n", - " 56\n", - " 40.0\n", - " 140\n", - " 40\n", + " 16-17\n", + " 84\n", + " 54.5\n", + " 154\n", + " 54.5\n", " 0\n", " unknown\n", " \n", " \n", + " 18-29\n", + " 70\n", + " 47.6\n", + " 147\n", + " 42.9\n", + " 4.7\n", + " 05-Nov\n", + " \n", + " \n", " 30-34\n", - " 77\n", - " 55.0\n", - " 140\n", - " 55\n", + " 56\n", + " 50.0\n", + " 112\n", + " 50\n", " 0\n", " unknown\n", " \n", " \n", " 35-39\n", " 56\n", - " 47.1\n", - " 119\n", - " 47.1\n", - " 0\n", - " unknown\n", + " 44.4\n", + " 126\n", + " 38.9\n", + " 5.5\n", + " 31-Oct\n", " \n", " \n", " 40-44\n", - " 63\n", - " 47.4\n", - " 133\n", - " 42.1\n", - " 5.3\n", - " 20-Jul\n", + " 70\n", + " 55.6\n", + " 126\n", + " 55.6\n", + " 0\n", + " unknown\n", " \n", " \n", " 45-49\n", - " 56\n", - " 42.1\n", - " 133\n", - " 42.1\n", + " 70\n", + " 50.0\n", + " 140\n", + " 50\n", " 0\n", " unknown\n", " \n", " \n", " 50-54\n", - " 84\n", - " 57.1\n", - " 147\n", - " 52.4\n", - " 4.7\n", - " 13-Jul\n", + " 63\n", + " 50.0\n", + " 126\n", + " 50\n", + " 0\n", + " unknown\n", " \n", " \n", " 55-59\n", - " 70\n", - " 52.6\n", - " 133\n", - " 47.4\n", - " 5.2\n", - " 14-Jul\n", + " 56\n", + " 44.4\n", + " 126\n", + " 44.4\n", + " 0\n", + " unknown\n", " \n", " \n", " 60-64\n", " 63\n", - " 47.4\n", - " 133\n", - " 47.4\n", - " 0\n", - " unknown\n", + " 52.9\n", + " 119\n", + " 47.1\n", + " 5.8\n", + " 17-Oct\n", " \n", " \n", " 65-69\n", - " 63\n", - " 47.4\n", - " 133\n", - " 47.4\n", + " 84\n", + " 54.5\n", + " 154\n", + " 54.5\n", " 0\n", " unknown\n", " \n", " \n", " 70-74\n", " 70\n", - " 55.6\n", - " 126\n", + " 50.0\n", + " 140\n", " 50\n", - " 5.6\n", - " 07-Jul\n", + " 0\n", + " unknown\n", " \n", " \n", " 75-79\n", - " 56\n", - " 47.1\n", - " 119\n", - " 47.1\n", - " 0\n", - " unknown\n", + " 63\n", + " 50.0\n", + " 126\n", + " 44.4\n", + " 5.6\n", + " 23-Oct\n", " \n", " \n", " 80-84\n", - " 70\n", - " 50.0\n", + " 63\n", + " 45.0\n", " 140\n", " 45\n", - " 5\n", - " 20-Jul\n", + " 0\n", + " unknown\n", " \n", " \n", " 85-89\n", - " 77\n", - " 55.0\n", + " 70\n", + " 50.0\n", " 140\n", - " 55\n", + " 50\n", " 0\n", " unknown\n", " \n", " \n", " 90+\n", - " 70\n", - " 55.6\n", - " 126\n", - " 55.6\n", + " 14\n", + " 50.0\n", + " 28\n", + " 50\n", " 0\n", " unknown\n", " \n", " \n", " ethnicity_6_groups\n", " Black\n", - " 189\n", - " 50.0\n", - " 378\n", - " 48.1\n", - " 1.9\n", - " 19-Oct\n", + " 168\n", + " 48.0\n", + " 350\n", + " 46\n", + " 2\n", + " 28-Jan\n", " \n", " \n", " Mixed\n", - " 168\n", - " 49.0\n", - " 343\n", - " 46.9\n", - " 2.1\n", - " 08-Oct\n", + " 175\n", + " 50.0\n", + " 350\n", + " 48\n", + " 2\n", + " 21-Jan\n", " \n", " \n", " Other\n", - " 175\n", - " 49.0\n", - " 357\n", - " 47.1\n", + " 203\n", + " 54.7\n", + " 371\n", + " 52.8\n", " 1.9\n", - " 23-Oct\n", + " 11-Jan\n", " \n", " \n", " South Asian\n", - " 182\n", - " 51.0\n", - " 357\n", - " 51\n", - " 0\n", - " unknown\n", + " 175\n", + " 52.1\n", + " 336\n", + " 50\n", + " 2.1\n", + " 07-Jan\n", " \n", " \n", " Unknown\n", - " 154\n", - " 51.2\n", - " 301\n", - " 48.8\n", - " 2.4\n", - " 15-Sep\n", + " 147\n", + " 46.7\n", + " 315\n", + " 44.4\n", + " 2.3\n", + " 12-Jan\n", " \n", " \n", " White\n", - " 196\n", - " 52.8\n", - " 371\n", - " 52.8\n", - " 0\n", - " unknown\n", + " 168\n", + " 51.1\n", + " 329\n", + " 48.9\n", + " 2.2\n", + " 04-Jan\n", " \n", " \n", " ethnicity_16_groups\n", " African\n", - " 56\n", - " 47.1\n", + " 63\n", + " 52.9\n", " 119\n", - " 47.1\n", + " 52.9\n", " 0\n", " unknown\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", - " 42\n", - " 37.5\n", + " 56\n", + " 50.0\n", " 112\n", - " 37.5\n", + " 50\n", " 0\n", " unknown\n", " \n", " \n", " Caribbean\n", - " 63\n", - " 52.9\n", - " 119\n", - " 52.9\n", - " 0\n", - " unknown\n", + " 56\n", + " 44.4\n", + " 126\n", + " 38.9\n", + " 5.5\n", + " 31-Oct\n", " \n", " \n", " Chinese\n", - " 63\n", - " 52.9\n", - " 119\n", - " 52.9\n", + " 56\n", + " 50.0\n", + " 112\n", + " 50\n", " 0\n", " unknown\n", " \n", " \n", " Other\n", - " 63\n", - " 56.2\n", + " 56\n", + " 50.0\n", " 112\n", - " 56.2\n", + " 50\n", " 0\n", " unknown\n", " \n", " \n", " Other Asian\n", - " 49\n", - " 46.7\n", + " 56\n", + " 53.3\n", " 105\n", - " 46.7\n", + " 53.3\n", " 0\n", " unknown\n", " \n", " \n", " British or Mixed British\n", " 49\n", - " 50.0\n", - " 98\n", - " 42.9\n", - " 7.1\n", - " 03-Jul\n", + " 53.8\n", + " 91\n", + " 53.8\n", + " 0\n", + " unknown\n", " \n", " \n", " Indian or British Indian\n", - " 56\n", - " 50.0\n", - " 112\n", - " 50\n", + " 63\n", + " 52.9\n", + " 119\n", + " 52.9\n", " 0\n", " unknown\n", " \n", " \n", " Irish\n", - " 63\n", + " 49\n", " 50.0\n", - " 126\n", - " 50\n", - " 0\n", - " unknown\n", + " 98\n", + " 42.9\n", + " 7.1\n", + " 12-Oct\n", " \n", " \n", " Other Black\n", - " 56\n", - " 50.0\n", + " 63\n", + " 56.2\n", " 112\n", " 50\n", - " 0\n", - " unknown\n", + " 6.2\n", + " 11-Oct\n", " \n", " \n", " Other White\n", - " 49\n", - " 50.0\n", - " 98\n", - " 50\n", + " 63\n", + " 52.9\n", + " 119\n", + " 52.9\n", " 0\n", " unknown\n", " \n", " \n", " Other mixed\n", - " 56\n", - " 47.1\n", - " 119\n", - " 47.1\n", + " 49\n", + " 43.8\n", + " 112\n", + " 43.8\n", " 0\n", " unknown\n", " \n", " \n", " Pakistani or British Pakistani\n", - " 56\n", - " 53.3\n", - " 105\n", - " 53.3\n", + " 49\n", + " 50.0\n", + " 98\n", + " 50\n", " 0\n", " unknown\n", " \n", " \n", " Unknown\n", - " 154\n", - " 52.4\n", - " 294\n", - " 50\n", - " 2.4\n", - " 11-Sep\n", + " 147\n", + " 48.8\n", + " 301\n", + " 46.5\n", + " 2.3\n", + " 06-Jan\n", " \n", " \n", " White + Asian\n", - " 49\n", - " 43.8\n", - " 112\n", - " 43.8\n", + " 63\n", + " 60.0\n", + " 105\n", + " 60\n", " 0\n", " unknown\n", " \n", " \n", " White + Black African\n", - " 63\n", - " 56.2\n", + " 56\n", + " 50.0\n", " 112\n", - " 56.2\n", + " 50\n", " 0\n", " unknown\n", " \n", " \n", " White + Black Caribbean\n", - " 63\n", - " 45.0\n", - " 140\n", - " 45\n", + " 42\n", + " 42.9\n", + " 98\n", + " 42.9\n", " 0\n", " unknown\n", " \n", " \n", " imd_categories\n", " 1 Most deprived\n", - " 203\n", - " 50.0\n", - " 406\n", - " 48.3\n", + " 210\n", + " 52.6\n", + " 399\n", + " 50.9\n", " 1.7\n", - " 05-Nov\n", + " 04-Feb\n", " \n", " \n", " 2\n", + " 175\n", + " 44.6\n", + " 392\n", + " 42.9\n", + " 1.7\n", + " unknown\n", + " \n", + " \n", + " 3\n", " 203\n", " 54.7\n", " 371\n", " 52.8\n", " 1.9\n", - " 02-Oct\n", - " \n", - " \n", - " 3\n", - " 196\n", - " 46.7\n", - " 420\n", - " 45\n", - " 1.7\n", - " unknown\n", + " 11-Jan\n", " \n", " \n", " 4\n", @@ -1177,111 +1195,111 @@ " 413\n", " 49.2\n", " 1.6\n", - " 12-Nov\n", + " 21-Feb\n", " \n", " \n", " 5 Least deprived\n", - " 203\n", - " 49.2\n", - " 413\n", - " 47.5\n", - " 1.7\n", - " 09-Nov\n", + " 189\n", + " 50.0\n", + " 378\n", + " 48.1\n", + " 1.9\n", + " 28-Jan\n", " \n", " \n", " Unknown\n", - " 49\n", - " 50.0\n", - " 98\n", - " 50\n", + " 42\n", + " 46.2\n", + " 91\n", + " 46.2\n", " 0\n", " unknown\n", " \n", " \n", " bmi\n", " 30+\n", - " 343\n", - " 51.0\n", - " 672\n", - " 49\n", - " 2\n", - " 08-Oct\n", + " 301\n", + " 51.2\n", + " 588\n", + " 48.8\n", + " 2.4\n", + " 25-Dec\n", " \n", " \n", " under 30\n", " 728\n", - " 50.5\n", - " 1442\n", - " 48.5\n", - " 2\n", - " 10-Oct\n", + " 49.8\n", + " 1463\n", + " 48.8\n", + " 1\n", + " unknown\n", " \n", " \n", " chronic_cardiac_disease\n", " no\n", - " 1050\n", - " 50.3\n", - " 2086\n", - " 48.7\n", - " 1.6\n", - " 14-Nov\n", + " 1015\n", + " 50.0\n", + " 2030\n", + " 48.6\n", + " 1.4\n", + " unknown\n", " \n", " \n", " yes\n", " 14\n", - " 50.0\n", - " 28\n", - " 50\n", + " 66.7\n", + " 21\n", + " 66.7\n", " 0\n", " unknown\n", " \n", " \n", " current_copd\n", " no\n", - " 1057\n", - " 50.3\n", - " 2100\n", - " 48.7\n", - " 1.6\n", - " 14-Nov\n", + " 1015\n", + " 50.0\n", + " 2030\n", + " 48.6\n", + " 1.4\n", + " unknown\n", " \n", " \n", " yes\n", - " 7\n", - " 50.0\n", " 14\n", - " 50\n", + " 66.7\n", + " 21\n", + " 66.7\n", " 0\n", " unknown\n", " \n", " \n", " dialysis\n", " no\n", - " 1050\n", + " 1022\n", " 50.2\n", - " 2093\n", - " 48.5\n", - " 1.7\n", - " 04-Nov\n", + " 2037\n", + " 48.8\n", + " 1.4\n", + " unknown\n", " \n", " \n", " yes\n", + " 0\n", + " 0.0\n", " 14\n", - " 66.7\n", - " 21\n", - " 66.7\n", + " 0\n", " 0\n", " unknown\n", " \n", " \n", " dmards\n", " no\n", - " 1050\n", - " 50.2\n", - " 2093\n", - " 48.5\n", - " 1.7\n", - " 04-Nov\n", + " 1015\n", + " 50.0\n", + " 2030\n", + " 48.6\n", + " 1.4\n", + " unknown\n", " \n", " \n", " yes\n", @@ -1295,132 +1313,132 @@ " \n", " dementia\n", " no\n", - " 1050\n", - " 50.2\n", - " 2093\n", - " 48.2\n", - " 2\n", - " 11-Oct\n", + " 1022\n", + " 50.3\n", + " 2030\n", + " 48.6\n", + " 1.7\n", + " 13-Feb\n", " \n", " \n", " yes\n", - " 14\n", - " 66.7\n", + " 7\n", + " 33.3\n", " 21\n", - " 66.7\n", + " 33.3\n", " 0\n", " unknown\n", " \n", " \n", " psychosis_schiz_bipolar\n", " no\n", - " 1057\n", - " 50.5\n", - " 2093\n", - " 48.8\n", + " 1022\n", + " 50.2\n", + " 2037\n", + " 48.5\n", " 1.7\n", - " 03-Nov\n", + " 13-Feb\n", " \n", " \n", " yes\n", " 7\n", - " 33.3\n", - " 21\n", - " 33.3\n", + " 50.0\n", + " 14\n", + " 50\n", " 0\n", " unknown\n", " \n", " \n", " LD\n", " no\n", - " 1043\n", - " 50.5\n", - " 2065\n", - " 48.8\n", - " 1.7\n", - " 03-Nov\n", + " 1001\n", + " 50.0\n", + " 2002\n", + " 48.6\n", + " 1.4\n", + " unknown\n", " \n", " \n", " yes\n", " 28\n", " 57.1\n", " 49\n", - " 42.9\n", - " 14.2\n", - " 10-Jun\n", + " 57.1\n", + " 0\n", + " unknown\n", " \n", " \n", " ssri\n", " no\n", - " 1057\n", - " 50.5\n", - " 2093\n", - " 48.8\n", + " 1022\n", + " 50.2\n", + " 2037\n", + " 48.5\n", " 1.7\n", - " 03-Nov\n", + " 13-Feb\n", " \n", " \n", " yes\n", " 7\n", - " 33.3\n", - " 21\n", - " 33.3\n", + " 50.0\n", + " 14\n", + " 50\n", " 0\n", " unknown\n", " \n", " \n", " chemo_or_radio\n", " no\n", - " 1057\n", - " 50.5\n", - " 2093\n", + " 1015\n", + " 50.2\n", + " 2023\n", " 48.8\n", - " 1.7\n", - " 03-Nov\n", + " 1.4\n", + " unknown\n", " \n", " \n", " yes\n", - " 7\n", - " 33.3\n", - " 21\n", - " 33.3\n", + " 14\n", + " 50.0\n", + " 28\n", + " 50\n", " 0\n", " unknown\n", " \n", " \n", " lung_cancer\n", " no\n", - " 1057\n", - " 50.3\n", - " 2100\n", - " 48.7\n", - " 1.6\n", - " 14-Nov\n", + " 1015\n", + " 50.0\n", + " 2030\n", + " 48.6\n", + " 1.4\n", + " unknown\n", " \n", " \n", " yes\n", - " 7\n", - " 50.0\n", " 14\n", - " 50\n", + " 66.7\n", + " 21\n", + " 66.7\n", " 0\n", " unknown\n", " \n", " \n", " cancer_excl_lung_and_haem\n", " no\n", - " 1057\n", - " 50.5\n", - " 2093\n", + " 1022\n", + " 50.2\n", + " 2037\n", " 48.8\n", - " 1.7\n", - " 03-Nov\n", + " 1.4\n", + " unknown\n", " \n", " \n", " yes\n", " 0\n", " 0.0\n", - " 21\n", + " 14\n", " 0\n", " 0\n", " unknown\n", @@ -1428,19 +1446,19 @@ " \n", " haematological_cancer\n", " no\n", - " 1057\n", - " 50.3\n", - " 2100\n", - " 48.7\n", - " 1.6\n", - " 14-Nov\n", + " 1022\n", + " 50.2\n", + " 2037\n", + " 48.8\n", + " 1.4\n", + " unknown\n", " \n", " \n", " yes\n", - " 7\n", - " 50.0\n", + " 0\n", + " 0.0\n", " 14\n", - " 50\n", + " 0\n", " 0\n", " unknown\n", " \n", @@ -1451,387 +1469,392 @@ "text/plain": [ " vaccinated \\\n", "category group \n", - "overall overall 1065 \n", + "overall overall 1029 \n", "sex F 518 \n", - " M 546 \n", - "ageband_5yr 0 63 \n", - " 0-15 70 \n", - " 16-29 56 \n", - " 30-34 77 \n", + " M 511 \n", + "ageband_5yr 0 14 \n", + " 0-15 63 \n", + " 16-17 84 \n", + " 18-29 70 \n", + " 30-34 56 \n", " 35-39 56 \n", - " 40-44 63 \n", - " 45-49 56 \n", - " 50-54 84 \n", - " 55-59 70 \n", + " 40-44 70 \n", + " 45-49 70 \n", + " 50-54 63 \n", + " 55-59 56 \n", " 60-64 63 \n", - " 65-69 63 \n", + " 65-69 84 \n", " 70-74 70 \n", - " 75-79 56 \n", - " 80-84 70 \n", - " 85-89 77 \n", - " 90+ 70 \n", - "ethnicity_6_groups Black 189 \n", - " Mixed 168 \n", - " Other 175 \n", - " South Asian 182 \n", - " Unknown 154 \n", - " White 196 \n", - "ethnicity_16_groups African 56 \n", - " Bangladeshi or British Bangladeshi 42 \n", - " Caribbean 63 \n", - " Chinese 63 \n", - " Other 63 \n", - " Other Asian 49 \n", + " 75-79 63 \n", + " 80-84 63 \n", + " 85-89 70 \n", + " 90+ 14 \n", + "ethnicity_6_groups Black 168 \n", + " Mixed 175 \n", + " Other 203 \n", + " South Asian 175 \n", + " Unknown 147 \n", + " White 168 \n", + "ethnicity_16_groups African 63 \n", + " Bangladeshi or British Bangladeshi 56 \n", + " Caribbean 56 \n", + " Chinese 56 \n", + " Other 56 \n", + " Other Asian 56 \n", " British or Mixed British 49 \n", - " Indian or British Indian 56 \n", - " Irish 63 \n", - " Other Black 56 \n", - " Other White 49 \n", - " Other mixed 56 \n", - " Pakistani or British Pakistani 56 \n", - " Unknown 154 \n", - " White + Asian 49 \n", - " White + Black African 63 \n", - " White + Black Caribbean 63 \n", - "imd_categories 1 Most deprived 203 \n", - " 2 203 \n", - " 3 196 \n", + " Indian or British Indian 63 \n", + " Irish 49 \n", + " Other Black 63 \n", + " Other White 63 \n", + " Other mixed 49 \n", + " Pakistani or British Pakistani 49 \n", + " Unknown 147 \n", + " White + Asian 63 \n", + " White + Black African 56 \n", + " White + Black Caribbean 42 \n", + "imd_categories 1 Most deprived 210 \n", + " 2 175 \n", + " 3 203 \n", " 4 210 \n", - " 5 Least deprived 203 \n", - " Unknown 49 \n", - "bmi 30+ 343 \n", + " 5 Least deprived 189 \n", + " Unknown 42 \n", + "bmi 30+ 301 \n", " under 30 728 \n", - "chronic_cardiac_disease no 1050 \n", - " yes 14 \n", - "current_copd no 1057 \n", - " yes 7 \n", - "dialysis no 1050 \n", + "chronic_cardiac_disease no 1015 \n", " yes 14 \n", - "dmards no 1050 \n", + "current_copd no 1015 \n", " yes 14 \n", - "dementia no 1050 \n", + "dialysis no 1022 \n", + " yes 0 \n", + "dmards no 1015 \n", " yes 14 \n", - "psychosis_schiz_bipolar no 1057 \n", + "dementia no 1022 \n", " yes 7 \n", - "LD no 1043 \n", - " yes 28 \n", - "ssri no 1057 \n", - " yes 7 \n", - "chemo_or_radio no 1057 \n", + "psychosis_schiz_bipolar no 1022 \n", " yes 7 \n", - "lung_cancer no 1057 \n", + "LD no 1001 \n", + " yes 28 \n", + "ssri no 1022 \n", " yes 7 \n", - "cancer_excl_lung_and_haem no 1057 \n", + "chemo_or_radio no 1015 \n", + " yes 14 \n", + "lung_cancer no 1015 \n", + " yes 14 \n", + "cancer_excl_lung_and_haem no 1022 \n", + " yes 0 \n", + "haematological_cancer no 1022 \n", " yes 0 \n", - "haematological_cancer no 1057 \n", - " yes 7 \n", "\n", " percent total \\\n", "category group \n", - "overall overall 50.4 2114 \n", - "sex F 47.7 1085 \n", - " M 53.1 1029 \n", - "ageband_5yr 0 52.9 119 \n", - " 0-15 50.0 140 \n", - " 16-29 40.0 140 \n", - " 30-34 55.0 140 \n", - " 35-39 47.1 119 \n", - " 40-44 47.4 133 \n", - " 45-49 42.1 133 \n", - " 50-54 57.1 147 \n", - " 55-59 52.6 133 \n", - " 60-64 47.4 133 \n", - " 65-69 47.4 133 \n", - " 70-74 55.6 126 \n", - " 75-79 47.1 119 \n", - " 80-84 50.0 140 \n", - " 85-89 55.0 140 \n", - " 90+ 55.6 126 \n", - "ethnicity_6_groups Black 50.0 378 \n", - " Mixed 49.0 343 \n", - " Other 49.0 357 \n", - " South Asian 51.0 357 \n", - " Unknown 51.2 301 \n", - " White 52.8 371 \n", - "ethnicity_16_groups African 47.1 119 \n", - " Bangladeshi or British Bangladeshi 37.5 112 \n", - " Caribbean 52.9 119 \n", - " Chinese 52.9 119 \n", - " Other 56.2 112 \n", - " Other Asian 46.7 105 \n", - " British or Mixed British 50.0 98 \n", - " Indian or British Indian 50.0 112 \n", - " Irish 50.0 126 \n", - " Other Black 50.0 112 \n", - " Other White 50.0 98 \n", - " Other mixed 47.1 119 \n", - " Pakistani or British Pakistani 53.3 105 \n", - " Unknown 52.4 294 \n", - " White + Asian 43.8 112 \n", - " White + Black African 56.2 112 \n", - " White + Black Caribbean 45.0 140 \n", - "imd_categories 1 Most deprived 50.0 406 \n", - " 2 54.7 371 \n", - " 3 46.7 420 \n", + "overall overall 50.2 2051 \n", + "sex F 48.4 1071 \n", + " M 52.1 980 \n", + "ageband_5yr 0 66.7 21 \n", + " 0-15 50.0 126 \n", + " 16-17 54.5 154 \n", + " 18-29 47.6 147 \n", + " 30-34 50.0 112 \n", + " 35-39 44.4 126 \n", + " 40-44 55.6 126 \n", + " 45-49 50.0 140 \n", + " 50-54 50.0 126 \n", + " 55-59 44.4 126 \n", + " 60-64 52.9 119 \n", + " 65-69 54.5 154 \n", + " 70-74 50.0 140 \n", + " 75-79 50.0 126 \n", + " 80-84 45.0 140 \n", + " 85-89 50.0 140 \n", + " 90+ 50.0 28 \n", + "ethnicity_6_groups Black 48.0 350 \n", + " Mixed 50.0 350 \n", + " Other 54.7 371 \n", + " South Asian 52.1 336 \n", + " Unknown 46.7 315 \n", + " White 51.1 329 \n", + "ethnicity_16_groups African 52.9 119 \n", + " Bangladeshi or British Bangladeshi 50.0 112 \n", + " Caribbean 44.4 126 \n", + " Chinese 50.0 112 \n", + " Other 50.0 112 \n", + " Other Asian 53.3 105 \n", + " British or Mixed British 53.8 91 \n", + " Indian or British Indian 52.9 119 \n", + " Irish 50.0 98 \n", + " Other Black 56.2 112 \n", + " Other White 52.9 119 \n", + " Other mixed 43.8 112 \n", + " Pakistani or British Pakistani 50.0 98 \n", + " Unknown 48.8 301 \n", + " White + Asian 60.0 105 \n", + " White + Black African 50.0 112 \n", + " White + Black Caribbean 42.9 98 \n", + "imd_categories 1 Most deprived 52.6 399 \n", + " 2 44.6 392 \n", + " 3 54.7 371 \n", " 4 50.8 413 \n", - " 5 Least deprived 49.2 413 \n", - " Unknown 50.0 98 \n", - "bmi 30+ 51.0 672 \n", - " under 30 50.5 1442 \n", - "chronic_cardiac_disease no 50.3 2086 \n", - " yes 50.0 28 \n", - "current_copd no 50.3 2100 \n", - " yes 50.0 14 \n", - "dialysis no 50.2 2093 \n", + " 5 Least deprived 50.0 378 \n", + " Unknown 46.2 91 \n", + "bmi 30+ 51.2 588 \n", + " under 30 49.8 1463 \n", + "chronic_cardiac_disease no 50.0 2030 \n", " yes 66.7 21 \n", - "dmards no 50.2 2093 \n", + "current_copd no 50.0 2030 \n", " yes 66.7 21 \n", - "dementia no 50.2 2093 \n", + "dialysis no 50.2 2037 \n", + " yes 0.0 14 \n", + "dmards no 50.0 2030 \n", " yes 66.7 21 \n", - "psychosis_schiz_bipolar no 50.5 2093 \n", - " yes 33.3 21 \n", - "LD no 50.5 2065 \n", - " yes 57.1 49 \n", - "ssri no 50.5 2093 \n", - " yes 33.3 21 \n", - "chemo_or_radio no 50.5 2093 \n", + "dementia no 50.3 2030 \n", " yes 33.3 21 \n", - "lung_cancer no 50.3 2100 \n", + "psychosis_schiz_bipolar no 50.2 2037 \n", " yes 50.0 14 \n", - "cancer_excl_lung_and_haem no 50.5 2093 \n", - " yes 0.0 21 \n", - "haematological_cancer no 50.3 2100 \n", + "LD no 50.0 2002 \n", + " yes 57.1 49 \n", + "ssri no 50.2 2037 \n", " yes 50.0 14 \n", + "chemo_or_radio no 50.2 2023 \n", + " yes 50.0 28 \n", + "lung_cancer no 50.0 2030 \n", + " yes 66.7 21 \n", + "cancer_excl_lung_and_haem no 50.2 2037 \n", + " yes 0.0 14 \n", + "haematological_cancer no 50.2 2037 \n", + " yes 0.0 14 \n", "\n", " vaccinated 7d previous (percent) \\\n", "category group \n", - "overall overall 48.6 \n", - "sex F 46.5 \n", - " M 51 \n", - "ageband_5yr 0 52.9 \n", - " 0-15 50 \n", - " 16-29 40 \n", - " 30-34 55 \n", - " 35-39 47.1 \n", - " 40-44 42.1 \n", - " 45-49 42.1 \n", - " 50-54 52.4 \n", - " 55-59 47.4 \n", - " 60-64 47.4 \n", - " 65-69 47.4 \n", + "overall overall 48.7 \n", + "sex F 47.1 \n", + " M 50.7 \n", + "ageband_5yr 0 66.7 \n", + " 0-15 44.4 \n", + " 16-17 54.5 \n", + " 18-29 42.9 \n", + " 30-34 50 \n", + " 35-39 38.9 \n", + " 40-44 55.6 \n", + " 45-49 50 \n", + " 50-54 50 \n", + " 55-59 44.4 \n", + " 60-64 47.1 \n", + " 65-69 54.5 \n", " 70-74 50 \n", - " 75-79 47.1 \n", + " 75-79 44.4 \n", " 80-84 45 \n", - " 85-89 55 \n", - " 90+ 55.6 \n", - "ethnicity_6_groups Black 48.1 \n", - " Mixed 46.9 \n", - " Other 47.1 \n", - " South Asian 51 \n", - " Unknown 48.8 \n", - " White 52.8 \n", - "ethnicity_16_groups African 47.1 \n", - " Bangladeshi or British Bangladeshi 37.5 \n", - " Caribbean 52.9 \n", - " Chinese 52.9 \n", - " Other 56.2 \n", - " Other Asian 46.7 \n", - " British or Mixed British 42.9 \n", - " Indian or British Indian 50 \n", - " Irish 50 \n", + " 85-89 50 \n", + " 90+ 50 \n", + "ethnicity_6_groups Black 46 \n", + " Mixed 48 \n", + " Other 52.8 \n", + " South Asian 50 \n", + " Unknown 44.4 \n", + " White 48.9 \n", + "ethnicity_16_groups African 52.9 \n", + " Bangladeshi or British Bangladeshi 50 \n", + " Caribbean 38.9 \n", + " Chinese 50 \n", + " Other 50 \n", + " Other Asian 53.3 \n", + " British or Mixed British 53.8 \n", + " Indian or British Indian 52.9 \n", + " Irish 42.9 \n", " Other Black 50 \n", - " Other White 50 \n", - " Other mixed 47.1 \n", - " Pakistani or British Pakistani 53.3 \n", - " Unknown 50 \n", - " White + Asian 43.8 \n", - " White + Black African 56.2 \n", - " White + Black Caribbean 45 \n", - "imd_categories 1 Most deprived 48.3 \n", - " 2 52.8 \n", - " 3 45 \n", + " Other White 52.9 \n", + " Other mixed 43.8 \n", + " Pakistani or British Pakistani 50 \n", + " Unknown 46.5 \n", + " White + Asian 60 \n", + " White + Black African 50 \n", + " White + Black Caribbean 42.9 \n", + "imd_categories 1 Most deprived 50.9 \n", + " 2 42.9 \n", + " 3 52.8 \n", " 4 49.2 \n", - " 5 Least deprived 47.5 \n", - " Unknown 50 \n", - "bmi 30+ 49 \n", - " under 30 48.5 \n", - "chronic_cardiac_disease no 48.7 \n", - " yes 50 \n", - "current_copd no 48.7 \n", - " yes 50 \n", - "dialysis no 48.5 \n", + " 5 Least deprived 48.1 \n", + " Unknown 46.2 \n", + "bmi 30+ 48.8 \n", + " under 30 48.8 \n", + "chronic_cardiac_disease no 48.6 \n", " yes 66.7 \n", - "dmards no 48.5 \n", + "current_copd no 48.6 \n", " yes 66.7 \n", - "dementia no 48.2 \n", + "dialysis no 48.8 \n", + " yes 0 \n", + "dmards no 48.6 \n", " yes 66.7 \n", - "psychosis_schiz_bipolar no 48.8 \n", - " yes 33.3 \n", - "LD no 48.8 \n", - " yes 42.9 \n", - "ssri no 48.8 \n", + "dementia no 48.6 \n", " yes 33.3 \n", + "psychosis_schiz_bipolar no 48.5 \n", + " yes 50 \n", + "LD no 48.6 \n", + " yes 57.1 \n", + "ssri no 48.5 \n", + " yes 50 \n", "chemo_or_radio no 48.8 \n", - " yes 33.3 \n", - "lung_cancer no 48.7 \n", " yes 50 \n", + "lung_cancer no 48.6 \n", + " yes 66.7 \n", "cancer_excl_lung_and_haem no 48.8 \n", " yes 0 \n", - "haematological_cancer no 48.7 \n", - " yes 50 \n", + "haematological_cancer no 48.8 \n", + " yes 0 \n", "\n", " Uptake over last 7d (percent) \\\n", "category group \n", - "overall overall 1.8 \n", - "sex F 1.2 \n", - " M 2.1 \n", + "overall overall 1.5 \n", + "sex F 1.3 \n", + " M 1.4 \n", "ageband_5yr 0 0 \n", - " 0-15 0 \n", - " 16-29 0 \n", + " 0-15 5.6 \n", + " 16-17 0 \n", + " 18-29 4.7 \n", " 30-34 0 \n", - " 35-39 0 \n", - " 40-44 5.3 \n", + " 35-39 5.5 \n", + " 40-44 0 \n", " 45-49 0 \n", - " 50-54 4.7 \n", - " 55-59 5.2 \n", - " 60-64 0 \n", + " 50-54 0 \n", + " 55-59 0 \n", + " 60-64 5.8 \n", " 65-69 0 \n", - " 70-74 5.6 \n", - " 75-79 0 \n", - " 80-84 5 \n", + " 70-74 0 \n", + " 75-79 5.6 \n", + " 80-84 0 \n", " 85-89 0 \n", " 90+ 0 \n", - "ethnicity_6_groups Black 1.9 \n", - " Mixed 2.1 \n", + "ethnicity_6_groups Black 2 \n", + " Mixed 2 \n", " Other 1.9 \n", - " South Asian 0 \n", - " Unknown 2.4 \n", - " White 0 \n", + " South Asian 2.1 \n", + " Unknown 2.3 \n", + " White 2.2 \n", "ethnicity_16_groups African 0 \n", " Bangladeshi or British Bangladeshi 0 \n", - " Caribbean 0 \n", + " Caribbean 5.5 \n", " Chinese 0 \n", " Other 0 \n", " Other Asian 0 \n", - " British or Mixed British 7.1 \n", + " British or Mixed British 0 \n", " Indian or British Indian 0 \n", - " Irish 0 \n", - " Other Black 0 \n", + " Irish 7.1 \n", + " Other Black 6.2 \n", " Other White 0 \n", " Other mixed 0 \n", " Pakistani or British Pakistani 0 \n", - " Unknown 2.4 \n", + " Unknown 2.3 \n", " White + Asian 0 \n", " White + Black African 0 \n", " White + Black Caribbean 0 \n", "imd_categories 1 Most deprived 1.7 \n", - " 2 1.9 \n", - " 3 1.7 \n", + " 2 1.7 \n", + " 3 1.9 \n", " 4 1.6 \n", - " 5 Least deprived 1.7 \n", + " 5 Least deprived 1.9 \n", " Unknown 0 \n", - "bmi 30+ 2 \n", - " under 30 2 \n", - "chronic_cardiac_disease no 1.6 \n", + "bmi 30+ 2.4 \n", + " under 30 1 \n", + "chronic_cardiac_disease no 1.4 \n", " yes 0 \n", - "current_copd no 1.6 \n", + "current_copd no 1.4 \n", " yes 0 \n", - "dialysis no 1.7 \n", + "dialysis no 1.4 \n", " yes 0 \n", - "dmards no 1.7 \n", + "dmards no 1.4 \n", " yes 0 \n", - "dementia no 2 \n", + "dementia no 1.7 \n", " yes 0 \n", "psychosis_schiz_bipolar no 1.7 \n", " yes 0 \n", - "LD no 1.7 \n", - " yes 14.2 \n", + "LD no 1.4 \n", + " yes 0 \n", "ssri no 1.7 \n", " yes 0 \n", - "chemo_or_radio no 1.7 \n", + "chemo_or_radio no 1.4 \n", " yes 0 \n", - "lung_cancer no 1.6 \n", + "lung_cancer no 1.4 \n", " yes 0 \n", - "cancer_excl_lung_and_haem no 1.7 \n", + "cancer_excl_lung_and_haem no 1.4 \n", " yes 0 \n", - "haematological_cancer no 1.6 \n", + "haematological_cancer no 1.4 \n", " yes 0 \n", "\n", " Date projected to reach 90% \n", "category group \n", - "overall overall 26-Oct \n", + "overall overall unknown \n", "sex F unknown \n", - " M 25-Sep \n", + " M unknown \n", "ageband_5yr 0 unknown \n", - " 0-15 unknown \n", - " 16-29 unknown \n", + " 0-15 23-Oct \n", + " 16-17 unknown \n", + " 18-29 05-Nov \n", " 30-34 unknown \n", - " 35-39 unknown \n", - " 40-44 20-Jul \n", + " 35-39 31-Oct \n", + " 40-44 unknown \n", " 45-49 unknown \n", - " 50-54 13-Jul \n", - " 55-59 14-Jul \n", - " 60-64 unknown \n", + " 50-54 unknown \n", + " 55-59 unknown \n", + " 60-64 17-Oct \n", " 65-69 unknown \n", - " 70-74 07-Jul \n", - " 75-79 unknown \n", - " 80-84 20-Jul \n", + " 70-74 unknown \n", + " 75-79 23-Oct \n", + " 80-84 unknown \n", " 85-89 unknown \n", " 90+ unknown \n", - "ethnicity_6_groups Black 19-Oct \n", - " Mixed 08-Oct \n", - " Other 23-Oct \n", - " South Asian unknown \n", - " Unknown 15-Sep \n", - " White unknown \n", + "ethnicity_6_groups Black 28-Jan \n", + " Mixed 21-Jan \n", + " Other 11-Jan \n", + " South Asian 07-Jan \n", + " Unknown 12-Jan \n", + " White 04-Jan \n", "ethnicity_16_groups African unknown \n", " Bangladeshi or British Bangladeshi unknown \n", - " Caribbean unknown \n", + " Caribbean 31-Oct \n", " Chinese unknown \n", " Other unknown \n", " Other Asian unknown \n", - " British or Mixed British 03-Jul \n", + " British or Mixed British unknown \n", " Indian or British Indian unknown \n", - " Irish unknown \n", - " Other Black unknown \n", + " Irish 12-Oct \n", + " Other Black 11-Oct \n", " Other White unknown \n", " Other mixed unknown \n", " Pakistani or British Pakistani unknown \n", - " Unknown 11-Sep \n", + " Unknown 06-Jan \n", " White + Asian unknown \n", " White + Black African unknown \n", " White + Black Caribbean unknown \n", - "imd_categories 1 Most deprived 05-Nov \n", - " 2 02-Oct \n", - " 3 unknown \n", - " 4 12-Nov \n", - " 5 Least deprived 09-Nov \n", + "imd_categories 1 Most deprived 04-Feb \n", + " 2 unknown \n", + " 3 11-Jan \n", + " 4 21-Feb \n", + " 5 Least deprived 28-Jan \n", " Unknown unknown \n", - "bmi 30+ 08-Oct \n", - " under 30 10-Oct \n", - "chronic_cardiac_disease no 14-Nov \n", + "bmi 30+ 25-Dec \n", + " under 30 unknown \n", + "chronic_cardiac_disease no unknown \n", + " yes unknown \n", + "current_copd no unknown \n", " yes unknown \n", - "current_copd no 14-Nov \n", + "dialysis no unknown \n", " yes unknown \n", - "dialysis no 04-Nov \n", + "dmards no unknown \n", " yes unknown \n", - "dmards no 04-Nov \n", + "dementia no 13-Feb \n", " yes unknown \n", - "dementia no 11-Oct \n", + "psychosis_schiz_bipolar no 13-Feb \n", " yes unknown \n", - "psychosis_schiz_bipolar no 03-Nov \n", + "LD no unknown \n", " yes unknown \n", - "LD no 03-Nov \n", - " yes 10-Jun \n", - "ssri no 03-Nov \n", + "ssri no 13-Feb \n", " yes unknown \n", - "chemo_or_radio no 03-Nov \n", + "chemo_or_radio no unknown \n", " yes unknown \n", - "lung_cancer no 14-Nov \n", + "lung_cancer no unknown \n", " yes unknown \n", - "cancer_excl_lung_and_haem no 03-Nov \n", + "cancer_excl_lung_and_haem no unknown \n", " yes unknown \n", - "haematological_cancer no 14-Nov \n", + "haematological_cancer no unknown \n", " yes unknown " ] }, @@ -1853,7 +1876,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (first dose) among **70-79** population up to 25 May 2021" + "## COVID vaccination rollout (first dose) among **70-79** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -1919,367 +1942,376 @@ " \n", " overall\n", " overall\n", - " 1728\n", - " 49.6\n", - " 3486\n", - " 47.6\n", - " 2\n", - " 13-Oct\n", + " 1804\n", + " 49.7\n", + " 3633\n", + " 48.1\n", + " 1.6\n", + " unknown\n", " \n", " \n", " sex\n", " F\n", - " 889\n", - " 50.0\n", - " 1778\n", - " 48.4\n", - " 1.6\n", + " 910\n", + " 49.8\n", + " 1827\n", + " 48.3\n", + " 1.5\n", " unknown\n", " \n", " \n", " M\n", - " 833\n", - " 48.8\n", - " 1708\n", - " 46.7\n", - " 2.1\n", - " 09-Oct\n", - " \n", + " 896\n", + " 49.6\n", + " 1806\n", + " 48.1\n", + " 1.5\n", + " unknown\n", + " \n", " \n", - " ageband_5yr\n", + " ageband_5yr\n", " 0\n", - " 98\n", - " 48.3\n", - " 203\n", - " 44.8\n", - " 3.5\n", - " 16-Aug\n", + " 28\n", + " 57.1\n", + " 49\n", + " 57.1\n", + " 0\n", + " unknown\n", " \n", " \n", " 0-15\n", " 119\n", - " 53.1\n", - " 224\n", + " 50.0\n", + " 238\n", " 50\n", - " 3.1\n", - " 16-Aug\n", + " 0\n", + " unknown\n", " \n", " \n", - " 16-29\n", - " 98\n", - " 50.0\n", - " 196\n", - " 46.4\n", - " 3.6\n", - " 10-Aug\n", + " 16-17\n", + " 140\n", + " 52.6\n", + " 266\n", + " 50\n", + " 2.6\n", + " 12-Dec\n", + " \n", + " \n", + " 18-29\n", + " 105\n", + " 51.7\n", + " 203\n", + " 48.3\n", + " 3.4\n", + " 20-Nov\n", " \n", " \n", " 30-34\n", - " 98\n", - " 50.0\n", - " 196\n", - " 46.4\n", - " 3.6\n", - " 10-Aug\n", + " 119\n", + " 45.9\n", + " 259\n", + " 43.2\n", + " 2.7\n", + " 26-Dec\n", " \n", " \n", " 35-39\n", - " 91\n", - " 44.8\n", - " 203\n", - " 44.8\n", + " 112\n", + " 45.7\n", + " 245\n", + " 45.7\n", " 0\n", " unknown\n", " \n", " \n", " 40-44\n", - " 126\n", - " 52.9\n", + " 112\n", + " 47.1\n", " 238\n", - " 50\n", - " 2.9\n", - " 22-Aug\n", + " 47.1\n", + " 0\n", + " unknown\n", " \n", " \n", " 45-49\n", - " 126\n", - " 50.0\n", - " 252\n", - " 47.2\n", - " 2.8\n", - " 02-Sep\n", + " 133\n", + " 55.9\n", + " 238\n", + " 52.9\n", + " 3\n", + " 21-Nov\n", " \n", " \n", " 50-54\n", - " 112\n", - " 48.5\n", - " 231\n", - " 45.5\n", - " 3\n", - " 29-Aug\n", + " 105\n", + " 44.1\n", + " 238\n", + " 41.2\n", + " 2.9\n", + " 22-Dec\n", " \n", " \n", " 55-59\n", - " 112\n", - " 50.0\n", - " 224\n", - " 50\n", - " 0\n", - " unknown\n", + " 119\n", + " 48.6\n", + " 245\n", + " 45.7\n", + " 2.9\n", + " 11-Dec\n", " \n", " \n", " 60-64\n", " 105\n", - " 48.4\n", - " 217\n", - " 48.4\n", - " 0\n", - " unknown\n", + " 46.9\n", + " 224\n", + " 43.8\n", + " 3.1\n", + " 09-Dec\n", " \n", " \n", " 65-69\n", - " 98\n", - " 43.8\n", - " 224\n", - " 40.6\n", + " 119\n", + " 54.8\n", + " 217\n", + " 51.6\n", " 3.2\n", - " 03-Sep\n", + " 19-Nov\n", " \n", " \n", " 70-74\n", " 126\n", - " 56.2\n", - " 224\n", - " 56.2\n", - " 0\n", - " unknown\n", + " 60.0\n", + " 210\n", + " 56.7\n", + " 3.3\n", + " 05-Nov\n", " \n", " \n", " 75-79\n", " 112\n", - " 51.6\n", - " 217\n", - " 48.4\n", - " 3.2\n", - " 17-Aug\n", + " 50.0\n", + " 224\n", + " 50\n", + " 0\n", + " unknown\n", " \n", " \n", " 80-84\n", - " 91\n", - " 43.3\n", - " 210\n", - " 43.3\n", + " 112\n", + " 50.0\n", + " 224\n", + " 50\n", " 0\n", " unknown\n", " \n", " \n", " 85-89\n", - " 105\n", - " 48.4\n", - " 217\n", - " 45.2\n", - " 3.2\n", - " 24-Aug\n", + " 119\n", + " 45.9\n", + " 259\n", + " 45.9\n", + " 0\n", + " unknown\n", " \n", " \n", " 90+\n", - " 112\n", - " 53.3\n", - " 210\n", - " 50\n", - " 3.3\n", - " 10-Aug\n", + " 21\n", + " 37.5\n", + " 56\n", + " 37.5\n", + " 0\n", + " unknown\n", " \n", " \n", " ethnicity_6_groups\n", " Black\n", - " 280\n", - " 45.5\n", + " 308\n", + " 50.0\n", " 616\n", - " 43.2\n", + " 47.7\n", " 2.3\n", - " 07-Oct\n", + " 02-Jan\n", " \n", " \n", " Mixed\n", - " 287\n", - " 48.2\n", - " 595\n", + " 301\n", + " 49.4\n", + " 609\n", " 47.1\n", - " 1.1\n", - " unknown\n", + " 2.3\n", + " 04-Jan\n", " \n", " \n", " Other\n", - " 287\n", - " 47.1\n", - " 609\n", - " 44.8\n", + " 301\n", + " 48.9\n", + " 616\n", + " 46.6\n", " 2.3\n", - " 02-Oct\n", + " 06-Jan\n", " \n", " \n", " South Asian\n", - " 301\n", - " 55.8\n", - " 539\n", - " 53.2\n", - " 2.6\n", - " 25-Aug\n", + " 308\n", + " 50.0\n", + " 616\n", + " 48.9\n", + " 1.1\n", + " unknown\n", " \n", " \n", " Unknown\n", " 273\n", - " 49.4\n", - " 553\n", - " 48.1\n", - " 1.3\n", - " unknown\n", + " 50.0\n", + " 546\n", + " 47.4\n", + " 2.6\n", + " 19-Dec\n", " \n", " \n", " White\n", - " 294\n", - " 51.2\n", - " 574\n", - " 50\n", + " 315\n", + " 50.6\n", + " 623\n", + " 49.4\n", " 1.2\n", " unknown\n", " \n", " \n", " ethnicity_16_groups\n", " African\n", - " 84\n", - " 48.0\n", - " 175\n", - " 48\n", - " 0\n", - " unknown\n", + " 98\n", + " 50.0\n", + " 196\n", + " 46.4\n", + " 3.6\n", + " 19-Nov\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", - " 77\n", - " 50.0\n", - " 154\n", - " 50\n", - " 0\n", - " unknown\n", + " 105\n", + " 51.7\n", + " 203\n", + " 48.3\n", + " 3.4\n", + " 20-Nov\n", " \n", " \n", " Caribbean\n", - " 98\n", - " 51.9\n", - " 189\n", - " 48.1\n", - " 3.8\n", - " 03-Aug\n", + " 91\n", + " 52.0\n", + " 175\n", + " 48\n", + " 4\n", + " 08-Nov\n", " \n", " \n", " Chinese\n", - " 98\n", - " 51.9\n", - " 189\n", - " 48.1\n", - " 3.8\n", - " 03-Aug\n", + " 126\n", + " 56.2\n", + " 224\n", + " 53.1\n", + " 3.1\n", + " 18-Nov\n", " \n", " \n", " Other\n", - " 77\n", - " 45.8\n", - " 168\n", - " 45.8\n", + " 84\n", + " 52.2\n", + " 161\n", + " 52.2\n", " 0\n", " unknown\n", " \n", " \n", " Other Asian\n", - " 84\n", - " 46.2\n", - " 182\n", - " 46.2\n", + " 70\n", + " 41.7\n", + " 168\n", + " 41.7\n", " 0\n", " unknown\n", " \n", " \n", " British or Mixed British\n", - " 84\n", - " 48.0\n", - " 175\n", - " 48\n", + " 105\n", + " 51.7\n", + " 203\n", + " 51.7\n", " 0\n", " unknown\n", " \n", " \n", " Indian or British Indian\n", - " 91\n", - " 48.1\n", - " 189\n", - " 48.1\n", + " 84\n", + " 42.9\n", + " 196\n", + " 42.9\n", " 0\n", " unknown\n", " \n", " \n", " Irish\n", - " 91\n", - " 48.1\n", - " 189\n", - " 44.4\n", - " 3.7\n", - " 12-Aug\n", + " 105\n", + " 48.4\n", + " 217\n", + " 48.4\n", + " 0\n", + " unknown\n", " \n", " \n", " Other Black\n", - " 105\n", - " 57.7\n", - " 182\n", + " 98\n", " 53.8\n", - " 3.9\n", - " 21-Jul\n", + " 182\n", + " 50\n", + " 3.8\n", + " 08-Nov\n", " \n", " \n", " Other White\n", - " 98\n", - " 51.9\n", - " 189\n", - " 48.1\n", - " 3.8\n", - " 03-Aug\n", + " 84\n", + " 46.2\n", + " 182\n", + " 46.2\n", + " 0\n", + " unknown\n", " \n", " \n", " Other mixed\n", - " 119\n", - " 54.8\n", - " 217\n", - " 54.8\n", + " 91\n", + " 50.0\n", + " 182\n", + " 50\n", " 0\n", " unknown\n", " \n", " \n", " Pakistani or British Pakistani\n", - " 91\n", - " 52.0\n", - " 175\n", - " 48\n", - " 4\n", - " 30-Jul\n", + " 105\n", + " 53.6\n", + " 196\n", + " 53.6\n", + " 0\n", + " unknown\n", " \n", " \n", " Unknown\n", - " 273\n", - " 50.0\n", - " 546\n", + " 259\n", + " 48.7\n", + " 532\n", " 47.4\n", - " 2.6\n", - " 09-Sep\n", + " 1.3\n", + " unknown\n", " \n", " \n", " White + Asian\n", - " 77\n", - " 40.7\n", - " 189\n", - " 37\n", - " 3.7\n", - " 26-Aug\n", + " 112\n", + " 48.5\n", + " 231\n", + " 45.5\n", + " 3\n", + " 08-Dec\n", " \n", " \n", " White + Black African\n", @@ -2292,115 +2324,115 @@ " \n", " \n", " White + Black Caribbean\n", - " 98\n", - " 48.3\n", - " 203\n", - " 48.3\n", - " 0\n", - " unknown\n", + " 105\n", + " 50.0\n", + " 210\n", + " 46.7\n", + " 3.3\n", + " 26-Nov\n", " \n", " \n", " imd_categories\n", " 1 Most deprived\n", - " 350\n", - " 51.0\n", - " 686\n", - " 49\n", + " 371\n", + " 53.0\n", + " 700\n", + " 51\n", " 2\n", - " 08-Oct\n", + " 10-Jan\n", " \n", " \n", " 2\n", - " 301\n", - " 48.3\n", - " 623\n", - " 46.1\n", - " 2.2\n", - " 04-Oct\n", + " 343\n", + " 49.5\n", + " 693\n", + " 48.5\n", + " 1\n", + " unknown\n", " \n", " \n", " 3\n", - " 343\n", - " 50.5\n", - " 679\n", - " 47.4\n", - " 3.1\n", - " 22-Aug\n", + " 308\n", + " 44.9\n", + " 686\n", + " 42.9\n", + " 2\n", + " 07-Feb\n", " \n", " \n", " 4\n", - " 336\n", - " 50.5\n", + " 343\n", + " 51.6\n", " 665\n", - " 48.4\n", + " 49.5\n", " 2.1\n", - " 03-Oct\n", + " 09-Jan\n", " \n", " \n", " 5 Least deprived\n", - " 322\n", - " 47.9\n", - " 672\n", - " 46.9\n", + " 343\n", + " 49.5\n", + " 693\n", + " 48.5\n", " 1\n", " unknown\n", " \n", " \n", " Unknown\n", - " 77\n", + " 98\n", " 50.0\n", - " 154\n", - " 45.5\n", - " 4.5\n", - " 26-Jul\n", + " 196\n", + " 50\n", + " 0\n", + " unknown\n", " \n", " \n", " bmi\n", " 30+\n", - " 497\n", - " 49.3\n", - " 1008\n", - " 47.2\n", - " 2.1\n", - " 07-Oct\n", + " 539\n", + " 49.7\n", + " 1085\n", + " 47.7\n", + " 2\n", + " 22-Jan\n", " \n", " \n", " under 30\n", - " 1232\n", + " 1267\n", " 49.7\n", - " 2478\n", - " 47.7\n", - " 2\n", - " 13-Oct\n", + " 2548\n", + " 48.1\n", + " 1.6\n", + " unknown\n", " \n", " \n", " chronic_cardiac_disease\n", " no\n", - " 1715\n", + " 1785\n", " 49.6\n", - " 3458\n", - " 47.6\n", - " 2\n", - " 13-Oct\n", + " 3598\n", + " 48.1\n", + " 1.5\n", + " unknown\n", " \n", " \n", " yes\n", " 14\n", - " 50.0\n", - " 28\n", - " 50\n", + " 40.0\n", + " 35\n", + " 40\n", " 0\n", " unknown\n", " \n", " \n", " current_copd\n", " no\n", - " 1708\n", - " 49.6\n", - " 3444\n", - " 47.6\n", - " 2\n", - " 13-Oct\n", + " 1778\n", + " 49.5\n", + " 3591\n", + " 48\n", + " 1.5\n", + " unknown\n", " \n", " \n", " yes\n", @@ -2414,31 +2446,31 @@ " \n", " dialysis\n", " no\n", - " 1715\n", - " 49.7\n", - " 3451\n", - " 47.9\n", - " 1.8\n", - " 28-Oct\n", + " 1785\n", + " 49.6\n", + " 3598\n", + " 48.1\n", + " 1.5\n", + " unknown\n", " \n", " \n", " yes\n", - " 14\n", - " 40.0\n", + " 21\n", + " 60.0\n", " 35\n", - " 40\n", + " 60\n", " 0\n", " unknown\n", " \n", " \n", " dmards\n", " no\n", - " 1715\n", - " 49.7\n", - " 3451\n", - " 47.7\n", - " 2\n", - " 13-Oct\n", + " 1792\n", + " 49.8\n", + " 3598\n", + " 48.2\n", + " 1.6\n", + " unknown\n", " \n", " \n", " yes\n", @@ -2452,50 +2484,50 @@ " \n", " dementia\n", " no\n", - " 1708\n", - " 49.5\n", - " 3451\n", - " 47.5\n", - " 2\n", - " 13-Oct\n", + " 1792\n", + " 49.8\n", + " 3598\n", + " 48.2\n", + " 1.6\n", + " unknown\n", " \n", " \n", " yes\n", - " 21\n", - " 60.0\n", + " 14\n", + " 40.0\n", " 35\n", - " 60\n", + " 40\n", " 0\n", " unknown\n", " \n", " \n", " psychosis_schiz_bipolar\n", " no\n", - " 1708\n", - " 49.6\n", - " 3444\n", - " 47.6\n", - " 2\n", - " 13-Oct\n", + " 1792\n", + " 49.9\n", + " 3591\n", + " 48.3\n", + " 1.6\n", + " unknown\n", " \n", " \n", " yes\n", - " 21\n", - " 50.0\n", + " 14\n", + " 33.3\n", " 42\n", - " 50\n", + " 33.3\n", " 0\n", " unknown\n", " \n", " \n", " LD\n", " no\n", - " 1687\n", - " 49.5\n", - " 3409\n", - " 47.6\n", - " 1.9\n", - " 21-Oct\n", + " 1764\n", + " 49.6\n", + " 3556\n", + " 48\n", + " 1.6\n", + " unknown\n", " \n", " \n", " yes\n", @@ -2509,95 +2541,95 @@ " \n", " ssri\n", " no\n", - " 1715\n", + " 1785\n", " 49.6\n", - " 3458\n", - " 47.8\n", - " 1.8\n", - " 29-Oct\n", + " 3598\n", + " 48.1\n", + " 1.5\n", + " unknown\n", " \n", " \n", " yes\n", - " 14\n", - " 50.0\n", - " 28\n", - " 25\n", - " 25\n", - " 05-Jun\n", + " 21\n", + " 60.0\n", + " 35\n", + " 60\n", + " 0\n", + " unknown\n", " \n", " \n", " chemo_or_radio\n", " no\n", - " 1708\n", - " 49.5\n", - " 3451\n", - " 47.5\n", - " 2\n", - " 13-Oct\n", + " 1792\n", + " 49.8\n", + " 3598\n", + " 48.2\n", + " 1.6\n", + " unknown\n", " \n", " \n", " yes\n", - " 21\n", - " 60.0\n", + " 14\n", + " 40.0\n", " 35\n", - " 60\n", + " 40\n", " 0\n", " unknown\n", " \n", " \n", " lung_cancer\n", " no\n", - " 1715\n", + " 1778\n", " 49.6\n", - " 3458\n", - " 47.6\n", - " 2\n", - " 13-Oct\n", + " 3584\n", + " 48\n", + " 1.6\n", + " unknown\n", " \n", " \n", " yes\n", - " 14\n", - " 50.0\n", " 28\n", - " 50\n", + " 57.1\n", + " 49\n", + " 57.1\n", " 0\n", " unknown\n", " \n", " \n", " cancer_excl_lung_and_haem\n", " no\n", - " 1708\n", + " 1785\n", " 49.6\n", - " 3444\n", - " 47.6\n", - " 2\n", - " 13-Oct\n", + " 3598\n", + " 48.1\n", + " 1.5\n", + " unknown\n", " \n", " \n", " yes\n", - " 21\n", - " 50.0\n", - " 42\n", - " 50\n", + " 14\n", + " 40.0\n", + " 35\n", + " 40\n", " 0\n", " unknown\n", " \n", " \n", " haematological_cancer\n", " no\n", - " 1715\n", - " 49.7\n", - " 3451\n", - " 47.7\n", - " 2\n", - " 13-Oct\n", + " 1785\n", + " 49.8\n", + " 3584\n", + " 48.2\n", + " 1.6\n", + " unknown\n", " \n", " \n", " yes\n", - " 14\n", - " 40.0\n", - " 35\n", - " 40\n", + " 21\n", + " 42.9\n", + " 49\n", + " 42.9\n", " 0\n", " unknown\n", " \n", @@ -2608,387 +2640,392 @@ "text/plain": [ " vaccinated \\\n", "category group \n", - "overall overall 1728 \n", - "sex F 889 \n", - " M 833 \n", - "ageband_5yr 0 98 \n", + "overall overall 1804 \n", + "sex F 910 \n", + " M 896 \n", + "ageband_5yr 0 28 \n", " 0-15 119 \n", - " 16-29 98 \n", - " 30-34 98 \n", - " 35-39 91 \n", - " 40-44 126 \n", - " 45-49 126 \n", - " 50-54 112 \n", - " 55-59 112 \n", + " 16-17 140 \n", + " 18-29 105 \n", + " 30-34 119 \n", + " 35-39 112 \n", + " 40-44 112 \n", + " 45-49 133 \n", + " 50-54 105 \n", + " 55-59 119 \n", " 60-64 105 \n", - " 65-69 98 \n", + " 65-69 119 \n", " 70-74 126 \n", " 75-79 112 \n", - " 80-84 91 \n", - " 85-89 105 \n", - " 90+ 112 \n", - "ethnicity_6_groups Black 280 \n", - " Mixed 287 \n", - " Other 287 \n", - " South Asian 301 \n", - " Unknown 273 \n", - " White 294 \n", - "ethnicity_16_groups African 84 \n", - " Bangladeshi or British Bangladeshi 77 \n", - " Caribbean 98 \n", - " Chinese 98 \n", - " Other 77 \n", - " Other Asian 84 \n", - " British or Mixed British 84 \n", - " Indian or British Indian 91 \n", - " Irish 91 \n", - " Other Black 105 \n", - " Other White 98 \n", - " Other mixed 119 \n", - " Pakistani or British Pakistani 91 \n", + " 80-84 112 \n", + " 85-89 119 \n", + " 90+ 21 \n", + "ethnicity_6_groups Black 308 \n", + " Mixed 301 \n", + " Other 301 \n", + " South Asian 308 \n", " Unknown 273 \n", - " White + Asian 77 \n", + " White 315 \n", + "ethnicity_16_groups African 98 \n", + " Bangladeshi or British Bangladeshi 105 \n", + " Caribbean 91 \n", + " Chinese 126 \n", + " Other 84 \n", + " Other Asian 70 \n", + " British or Mixed British 105 \n", + " Indian or British Indian 84 \n", + " Irish 105 \n", + " Other Black 98 \n", + " Other White 84 \n", + " Other mixed 91 \n", + " Pakistani or British Pakistani 105 \n", + " Unknown 259 \n", + " White + Asian 112 \n", " White + Black African 84 \n", - " White + Black Caribbean 98 \n", - "imd_categories 1 Most deprived 350 \n", - " 2 301 \n", - " 3 343 \n", - " 4 336 \n", - " 5 Least deprived 322 \n", - " Unknown 77 \n", - "bmi 30+ 497 \n", - " under 30 1232 \n", - "chronic_cardiac_disease no 1715 \n", + " White + Black Caribbean 105 \n", + "imd_categories 1 Most deprived 371 \n", + " 2 343 \n", + " 3 308 \n", + " 4 343 \n", + " 5 Least deprived 343 \n", + " Unknown 98 \n", + "bmi 30+ 539 \n", + " under 30 1267 \n", + "chronic_cardiac_disease no 1785 \n", " yes 14 \n", - "current_copd no 1708 \n", + "current_copd no 1778 \n", + " yes 21 \n", + "dialysis no 1785 \n", " yes 21 \n", - "dialysis no 1715 \n", + "dmards no 1792 \n", " yes 14 \n", - "dmards no 1715 \n", + "dementia no 1792 \n", " yes 14 \n", - "dementia no 1708 \n", - " yes 21 \n", - "psychosis_schiz_bipolar no 1708 \n", - " yes 21 \n", - "LD no 1687 \n", - " yes 42 \n", - "ssri no 1715 \n", + "psychosis_schiz_bipolar no 1792 \n", " yes 14 \n", - "chemo_or_radio no 1708 \n", + "LD no 1764 \n", + " yes 42 \n", + "ssri no 1785 \n", " yes 21 \n", - "lung_cancer no 1715 \n", + "chemo_or_radio no 1792 \n", " yes 14 \n", - "cancer_excl_lung_and_haem no 1708 \n", - " yes 21 \n", - "haematological_cancer no 1715 \n", + "lung_cancer no 1778 \n", + " yes 28 \n", + "cancer_excl_lung_and_haem no 1785 \n", " yes 14 \n", + "haematological_cancer no 1785 \n", + " yes 21 \n", "\n", " percent total \\\n", "category group \n", - "overall overall 49.6 3486 \n", - "sex F 50.0 1778 \n", - " M 48.8 1708 \n", - "ageband_5yr 0 48.3 203 \n", - " 0-15 53.1 224 \n", - " 16-29 50.0 196 \n", - " 30-34 50.0 196 \n", - " 35-39 44.8 203 \n", - " 40-44 52.9 238 \n", - " 45-49 50.0 252 \n", - " 50-54 48.5 231 \n", - " 55-59 50.0 224 \n", - " 60-64 48.4 217 \n", - " 65-69 43.8 224 \n", - " 70-74 56.2 224 \n", - " 75-79 51.6 217 \n", - " 80-84 43.3 210 \n", - " 85-89 48.4 217 \n", - " 90+ 53.3 210 \n", - "ethnicity_6_groups Black 45.5 616 \n", - " Mixed 48.2 595 \n", - " Other 47.1 609 \n", - " South Asian 55.8 539 \n", - " Unknown 49.4 553 \n", - " White 51.2 574 \n", - "ethnicity_16_groups African 48.0 175 \n", - " Bangladeshi or British Bangladeshi 50.0 154 \n", - " Caribbean 51.9 189 \n", - " Chinese 51.9 189 \n", - " Other 45.8 168 \n", - " Other Asian 46.2 182 \n", - " British or Mixed British 48.0 175 \n", - " Indian or British Indian 48.1 189 \n", - " Irish 48.1 189 \n", - " Other Black 57.7 182 \n", - " Other White 51.9 189 \n", - " Other mixed 54.8 217 \n", - " Pakistani or British Pakistani 52.0 175 \n", + "overall overall 49.7 3633 \n", + "sex F 49.8 1827 \n", + " M 49.6 1806 \n", + "ageband_5yr 0 57.1 49 \n", + " 0-15 50.0 238 \n", + " 16-17 52.6 266 \n", + " 18-29 51.7 203 \n", + " 30-34 45.9 259 \n", + " 35-39 45.7 245 \n", + " 40-44 47.1 238 \n", + " 45-49 55.9 238 \n", + " 50-54 44.1 238 \n", + " 55-59 48.6 245 \n", + " 60-64 46.9 224 \n", + " 65-69 54.8 217 \n", + " 70-74 60.0 210 \n", + " 75-79 50.0 224 \n", + " 80-84 50.0 224 \n", + " 85-89 45.9 259 \n", + " 90+ 37.5 56 \n", + "ethnicity_6_groups Black 50.0 616 \n", + " Mixed 49.4 609 \n", + " Other 48.9 616 \n", + " South Asian 50.0 616 \n", " Unknown 50.0 546 \n", - " White + Asian 40.7 189 \n", + " White 50.6 623 \n", + "ethnicity_16_groups African 50.0 196 \n", + " Bangladeshi or British Bangladeshi 51.7 203 \n", + " Caribbean 52.0 175 \n", + " Chinese 56.2 224 \n", + " Other 52.2 161 \n", + " Other Asian 41.7 168 \n", + " British or Mixed British 51.7 203 \n", + " Indian or British Indian 42.9 196 \n", + " Irish 48.4 217 \n", + " Other Black 53.8 182 \n", + " Other White 46.2 182 \n", + " Other mixed 50.0 182 \n", + " Pakistani or British Pakistani 53.6 196 \n", + " Unknown 48.7 532 \n", + " White + Asian 48.5 231 \n", " White + Black African 46.2 182 \n", - " White + Black Caribbean 48.3 203 \n", - "imd_categories 1 Most deprived 51.0 686 \n", - " 2 48.3 623 \n", - " 3 50.5 679 \n", - " 4 50.5 665 \n", - " 5 Least deprived 47.9 672 \n", - " Unknown 50.0 154 \n", - "bmi 30+ 49.3 1008 \n", - " under 30 49.7 2478 \n", - "chronic_cardiac_disease no 49.6 3458 \n", - " yes 50.0 28 \n", - "current_copd no 49.6 3444 \n", + " White + Black Caribbean 50.0 210 \n", + "imd_categories 1 Most deprived 53.0 700 \n", + " 2 49.5 693 \n", + " 3 44.9 686 \n", + " 4 51.6 665 \n", + " 5 Least deprived 49.5 693 \n", + " Unknown 50.0 196 \n", + "bmi 30+ 49.7 1085 \n", + " under 30 49.7 2548 \n", + "chronic_cardiac_disease no 49.6 3598 \n", + " yes 40.0 35 \n", + "current_copd no 49.5 3591 \n", " yes 50.0 42 \n", - "dialysis no 49.7 3451 \n", + "dialysis no 49.6 3598 \n", + " yes 60.0 35 \n", + "dmards no 49.8 3598 \n", " yes 40.0 35 \n", - "dmards no 49.7 3451 \n", + "dementia no 49.8 3598 \n", " yes 40.0 35 \n", - "dementia no 49.5 3451 \n", - " yes 60.0 35 \n", - "psychosis_schiz_bipolar no 49.6 3444 \n", - " yes 50.0 42 \n", - "LD no 49.5 3409 \n", + "psychosis_schiz_bipolar no 49.9 3591 \n", + " yes 33.3 42 \n", + "LD no 49.6 3556 \n", " yes 54.5 77 \n", - "ssri no 49.6 3458 \n", - " yes 50.0 28 \n", - "chemo_or_radio no 49.5 3451 \n", + "ssri no 49.6 3598 \n", " yes 60.0 35 \n", - "lung_cancer no 49.6 3458 \n", - " yes 50.0 28 \n", - "cancer_excl_lung_and_haem no 49.6 3444 \n", - " yes 50.0 42 \n", - "haematological_cancer no 49.7 3451 \n", + "chemo_or_radio no 49.8 3598 \n", + " yes 40.0 35 \n", + "lung_cancer no 49.6 3584 \n", + " yes 57.1 49 \n", + "cancer_excl_lung_and_haem no 49.6 3598 \n", " yes 40.0 35 \n", + "haematological_cancer no 49.8 3584 \n", + " yes 42.9 49 \n", "\n", " vaccinated 7d previous (percent) \\\n", "category group \n", - "overall overall 47.6 \n", - "sex F 48.4 \n", - " M 46.7 \n", - "ageband_5yr 0 44.8 \n", + "overall overall 48.1 \n", + "sex F 48.3 \n", + " M 48.1 \n", + "ageband_5yr 0 57.1 \n", " 0-15 50 \n", - " 16-29 46.4 \n", - " 30-34 46.4 \n", - " 35-39 44.8 \n", - " 40-44 50 \n", - " 45-49 47.2 \n", - " 50-54 45.5 \n", - " 55-59 50 \n", - " 60-64 48.4 \n", - " 65-69 40.6 \n", - " 70-74 56.2 \n", - " 75-79 48.4 \n", - " 80-84 43.3 \n", - " 85-89 45.2 \n", - " 90+ 50 \n", - "ethnicity_6_groups Black 43.2 \n", + " 16-17 50 \n", + " 18-29 48.3 \n", + " 30-34 43.2 \n", + " 35-39 45.7 \n", + " 40-44 47.1 \n", + " 45-49 52.9 \n", + " 50-54 41.2 \n", + " 55-59 45.7 \n", + " 60-64 43.8 \n", + " 65-69 51.6 \n", + " 70-74 56.7 \n", + " 75-79 50 \n", + " 80-84 50 \n", + " 85-89 45.9 \n", + " 90+ 37.5 \n", + "ethnicity_6_groups Black 47.7 \n", " Mixed 47.1 \n", - " Other 44.8 \n", - " South Asian 53.2 \n", - " Unknown 48.1 \n", - " White 50 \n", - "ethnicity_16_groups African 48 \n", - " Bangladeshi or British Bangladeshi 50 \n", - " Caribbean 48.1 \n", - " Chinese 48.1 \n", - " Other 45.8 \n", - " Other Asian 46.2 \n", - " British or Mixed British 48 \n", - " Indian or British Indian 48.1 \n", - " Irish 44.4 \n", - " Other Black 53.8 \n", - " Other White 48.1 \n", - " Other mixed 54.8 \n", - " Pakistani or British Pakistani 48 \n", + " Other 46.6 \n", + " South Asian 48.9 \n", + " Unknown 47.4 \n", + " White 49.4 \n", + "ethnicity_16_groups African 46.4 \n", + " Bangladeshi or British Bangladeshi 48.3 \n", + " Caribbean 48 \n", + " Chinese 53.1 \n", + " Other 52.2 \n", + " Other Asian 41.7 \n", + " British or Mixed British 51.7 \n", + " Indian or British Indian 42.9 \n", + " Irish 48.4 \n", + " Other Black 50 \n", + " Other White 46.2 \n", + " Other mixed 50 \n", + " Pakistani or British Pakistani 53.6 \n", " Unknown 47.4 \n", - " White + Asian 37 \n", + " White + Asian 45.5 \n", " White + Black African 46.2 \n", - " White + Black Caribbean 48.3 \n", - "imd_categories 1 Most deprived 49 \n", - " 2 46.1 \n", - " 3 47.4 \n", - " 4 48.4 \n", - " 5 Least deprived 46.9 \n", - " Unknown 45.5 \n", - "bmi 30+ 47.2 \n", - " under 30 47.7 \n", - "chronic_cardiac_disease no 47.6 \n", - " yes 50 \n", - "current_copd no 47.6 \n", + " White + Black Caribbean 46.7 \n", + "imd_categories 1 Most deprived 51 \n", + " 2 48.5 \n", + " 3 42.9 \n", + " 4 49.5 \n", + " 5 Least deprived 48.5 \n", + " Unknown 50 \n", + "bmi 30+ 47.7 \n", + " under 30 48.1 \n", + "chronic_cardiac_disease no 48.1 \n", + " yes 40 \n", + "current_copd no 48 \n", " yes 50 \n", - "dialysis no 47.9 \n", + "dialysis no 48.1 \n", + " yes 60 \n", + "dmards no 48.2 \n", " yes 40 \n", - "dmards no 47.7 \n", + "dementia no 48.2 \n", " yes 40 \n", - "dementia no 47.5 \n", - " yes 60 \n", - "psychosis_schiz_bipolar no 47.6 \n", - " yes 50 \n", - "LD no 47.6 \n", + "psychosis_schiz_bipolar no 48.3 \n", + " yes 33.3 \n", + "LD no 48 \n", " yes 54.5 \n", - "ssri no 47.8 \n", - " yes 25 \n", - "chemo_or_radio no 47.5 \n", + "ssri no 48.1 \n", " yes 60 \n", - "lung_cancer no 47.6 \n", - " yes 50 \n", - "cancer_excl_lung_and_haem no 47.6 \n", - " yes 50 \n", - "haematological_cancer no 47.7 \n", + "chemo_or_radio no 48.2 \n", + " yes 40 \n", + "lung_cancer no 48 \n", + " yes 57.1 \n", + "cancer_excl_lung_and_haem no 48.1 \n", " yes 40 \n", + "haematological_cancer no 48.2 \n", + " yes 42.9 \n", "\n", " Uptake over last 7d (percent) \\\n", "category group \n", - "overall overall 2 \n", - "sex F 1.6 \n", - " M 2.1 \n", - "ageband_5yr 0 3.5 \n", - " 0-15 3.1 \n", - " 16-29 3.6 \n", - " 30-34 3.6 \n", + "overall overall 1.6 \n", + "sex F 1.5 \n", + " M 1.5 \n", + "ageband_5yr 0 0 \n", + " 0-15 0 \n", + " 16-17 2.6 \n", + " 18-29 3.4 \n", + " 30-34 2.7 \n", " 35-39 0 \n", - " 40-44 2.9 \n", - " 45-49 2.8 \n", - " 50-54 3 \n", - " 55-59 0 \n", - " 60-64 0 \n", + " 40-44 0 \n", + " 45-49 3 \n", + " 50-54 2.9 \n", + " 55-59 2.9 \n", + " 60-64 3.1 \n", " 65-69 3.2 \n", - " 70-74 0 \n", - " 75-79 3.2 \n", + " 70-74 3.3 \n", + " 75-79 0 \n", " 80-84 0 \n", - " 85-89 3.2 \n", - " 90+ 3.3 \n", + " 85-89 0 \n", + " 90+ 0 \n", "ethnicity_6_groups Black 2.3 \n", - " Mixed 1.1 \n", + " Mixed 2.3 \n", " Other 2.3 \n", - " South Asian 2.6 \n", - " Unknown 1.3 \n", + " South Asian 1.1 \n", + " Unknown 2.6 \n", " White 1.2 \n", - "ethnicity_16_groups African 0 \n", - " Bangladeshi or British Bangladeshi 0 \n", - " Caribbean 3.8 \n", - " Chinese 3.8 \n", + "ethnicity_16_groups African 3.6 \n", + " Bangladeshi or British Bangladeshi 3.4 \n", + " Caribbean 4 \n", + " Chinese 3.1 \n", " Other 0 \n", " Other Asian 0 \n", " British or Mixed British 0 \n", " Indian or British Indian 0 \n", - " Irish 3.7 \n", - " Other Black 3.9 \n", - " Other White 3.8 \n", + " Irish 0 \n", + " Other Black 3.8 \n", + " Other White 0 \n", " Other mixed 0 \n", - " Pakistani or British Pakistani 4 \n", - " Unknown 2.6 \n", - " White + Asian 3.7 \n", + " Pakistani or British Pakistani 0 \n", + " Unknown 1.3 \n", + " White + Asian 3 \n", " White + Black African 0 \n", - " White + Black Caribbean 0 \n", + " White + Black Caribbean 3.3 \n", "imd_categories 1 Most deprived 2 \n", - " 2 2.2 \n", - " 3 3.1 \n", + " 2 1 \n", + " 3 2 \n", " 4 2.1 \n", " 5 Least deprived 1 \n", - " Unknown 4.5 \n", - "bmi 30+ 2.1 \n", - " under 30 2 \n", - "chronic_cardiac_disease no 2 \n", + " Unknown 0 \n", + "bmi 30+ 2 \n", + " under 30 1.6 \n", + "chronic_cardiac_disease no 1.5 \n", " yes 0 \n", - "current_copd no 2 \n", + "current_copd no 1.5 \n", " yes 0 \n", - "dialysis no 1.8 \n", + "dialysis no 1.5 \n", " yes 0 \n", - "dmards no 2 \n", + "dmards no 1.6 \n", " yes 0 \n", - "dementia no 2 \n", + "dementia no 1.6 \n", " yes 0 \n", - "psychosis_schiz_bipolar no 2 \n", + "psychosis_schiz_bipolar no 1.6 \n", " yes 0 \n", - "LD no 1.9 \n", + "LD no 1.6 \n", " yes 0 \n", - "ssri no 1.8 \n", - " yes 25 \n", - "chemo_or_radio no 2 \n", + "ssri no 1.5 \n", + " yes 0 \n", + "chemo_or_radio no 1.6 \n", " yes 0 \n", - "lung_cancer no 2 \n", + "lung_cancer no 1.6 \n", " yes 0 \n", - "cancer_excl_lung_and_haem no 2 \n", + "cancer_excl_lung_and_haem no 1.5 \n", " yes 0 \n", - "haematological_cancer no 2 \n", + "haematological_cancer no 1.6 \n", " yes 0 \n", "\n", " Date projected to reach 90% \n", "category group \n", - "overall overall 13-Oct \n", + "overall overall unknown \n", "sex F unknown \n", - " M 09-Oct \n", - "ageband_5yr 0 16-Aug \n", - " 0-15 16-Aug \n", - " 16-29 10-Aug \n", - " 30-34 10-Aug \n", + " M unknown \n", + "ageband_5yr 0 unknown \n", + " 0-15 unknown \n", + " 16-17 12-Dec \n", + " 18-29 20-Nov \n", + " 30-34 26-Dec \n", " 35-39 unknown \n", - " 40-44 22-Aug \n", - " 45-49 02-Sep \n", - " 50-54 29-Aug \n", - " 55-59 unknown \n", - " 60-64 unknown \n", - " 65-69 03-Sep \n", - " 70-74 unknown \n", - " 75-79 17-Aug \n", + " 40-44 unknown \n", + " 45-49 21-Nov \n", + " 50-54 22-Dec \n", + " 55-59 11-Dec \n", + " 60-64 09-Dec \n", + " 65-69 19-Nov \n", + " 70-74 05-Nov \n", + " 75-79 unknown \n", " 80-84 unknown \n", - " 85-89 24-Aug \n", - " 90+ 10-Aug \n", - "ethnicity_6_groups Black 07-Oct \n", - " Mixed unknown \n", - " Other 02-Oct \n", - " South Asian 25-Aug \n", - " Unknown unknown \n", + " 85-89 unknown \n", + " 90+ unknown \n", + "ethnicity_6_groups Black 02-Jan \n", + " Mixed 04-Jan \n", + " Other 06-Jan \n", + " South Asian unknown \n", + " Unknown 19-Dec \n", " White unknown \n", - "ethnicity_16_groups African unknown \n", - " Bangladeshi or British Bangladeshi unknown \n", - " Caribbean 03-Aug \n", - " Chinese 03-Aug \n", + "ethnicity_16_groups African 19-Nov \n", + " Bangladeshi or British Bangladeshi 20-Nov \n", + " Caribbean 08-Nov \n", + " Chinese 18-Nov \n", " Other unknown \n", " Other Asian unknown \n", " British or Mixed British unknown \n", " Indian or British Indian unknown \n", - " Irish 12-Aug \n", - " Other Black 21-Jul \n", - " Other White 03-Aug \n", + " Irish unknown \n", + " Other Black 08-Nov \n", + " Other White unknown \n", " Other mixed unknown \n", - " Pakistani or British Pakistani 30-Jul \n", - " Unknown 09-Sep \n", - " White + Asian 26-Aug \n", + " Pakistani or British Pakistani unknown \n", + " Unknown unknown \n", + " White + Asian 08-Dec \n", " White + Black African unknown \n", - " White + Black Caribbean unknown \n", - "imd_categories 1 Most deprived 08-Oct \n", - " 2 04-Oct \n", - " 3 22-Aug \n", - " 4 03-Oct \n", + " White + Black Caribbean 26-Nov \n", + "imd_categories 1 Most deprived 10-Jan \n", + " 2 unknown \n", + " 3 07-Feb \n", + " 4 09-Jan \n", " 5 Least deprived unknown \n", - " Unknown 26-Jul \n", - "bmi 30+ 07-Oct \n", - " under 30 13-Oct \n", - "chronic_cardiac_disease no 13-Oct \n", + " Unknown unknown \n", + "bmi 30+ 22-Jan \n", + " under 30 unknown \n", + "chronic_cardiac_disease no unknown \n", + " yes unknown \n", + "current_copd no unknown \n", " yes unknown \n", - "current_copd no 13-Oct \n", + "dialysis no unknown \n", " yes unknown \n", - "dialysis no 28-Oct \n", + "dmards no unknown \n", " yes unknown \n", - "dmards no 13-Oct \n", + "dementia no unknown \n", " yes unknown \n", - "dementia no 13-Oct \n", + "psychosis_schiz_bipolar no unknown \n", " yes unknown \n", - "psychosis_schiz_bipolar no 13-Oct \n", + "LD no unknown \n", " yes unknown \n", - "LD no 21-Oct \n", + "ssri no unknown \n", " yes unknown \n", - "ssri no 29-Oct \n", - " yes 05-Jun \n", - "chemo_or_radio no 13-Oct \n", + "chemo_or_radio no unknown \n", " yes unknown \n", - "lung_cancer no 13-Oct \n", + "lung_cancer no unknown \n", " yes unknown \n", - "cancer_excl_lung_and_haem no 13-Oct \n", + "cancer_excl_lung_and_haem no unknown \n", " yes unknown \n", - "haematological_cancer no 13-Oct \n", + "haematological_cancer no unknown \n", " yes unknown " ] }, @@ -3010,7 +3047,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (first dose) among **care home** population up to 25 May 2021" + "## COVID vaccination rollout (first dose) among **care home** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -3076,53 +3113,44 @@ " \n", " overall\n", " overall\n", - " 693\n", - " 51.3\n", - " 1351\n", - " 48.8\n", - " 2.5\n", - " 10-Sep\n", + " 653\n", + " 47.8\n", + " 1365\n", + " 46.7\n", + " 1.1\n", + " unknown\n", " \n", " \n", " sex\n", " F\n", - " 364\n", - " 53.1\n", - " 686\n", - " 50\n", - " 3.1\n", - " 16-Aug\n", + " 336\n", + " 46.6\n", + " 721\n", + " 45.6\n", + " 1\n", + " unknown\n", " \n", " \n", " M\n", - " 329\n", - " 49.0\n", - " 672\n", - " 46.9\n", - " 2.1\n", - " 08-Oct\n", + " 322\n", + " 50.0\n", + " 644\n", + " 47.8\n", + " 2.2\n", + " 08-Jan\n", " \n", " \n", - " ageband_5yr\n", + " ageband_5yr\n", " 0\n", - " 42\n", + " 14\n", " 50.0\n", - " 84\n", + " 28\n", " 50\n", " 0\n", " unknown\n", " \n", " \n", " 0-15\n", - " 42\n", - " 42.9\n", - " 98\n", - " 42.9\n", - " 0\n", - " unknown\n", - " \n", - " \n", - " 16-29\n", " 35\n", " 45.5\n", " 77\n", @@ -3131,52 +3159,61 @@ " unknown\n", " \n", " \n", - " 30-34\n", + " 16-17\n", " 49\n", - " 58.3\n", + " 50.0\n", + " 98\n", + " 42.9\n", + " 7.1\n", + " 12-Oct\n", + " \n", + " \n", + " 18-29\n", + " 42\n", + " 50.0\n", " 84\n", - " 58.3\n", + " 50\n", " 0\n", " unknown\n", " \n", " \n", - " 35-39\n", + " 30-34\n", " 42\n", - " 60.0\n", - " 70\n", - " 60\n", + " 54.5\n", + " 77\n", + " 54.5\n", " 0\n", " unknown\n", " \n", " \n", - " 40-44\n", + " 35-39\n", " 42\n", " 50.0\n", " 84\n", - " 41.7\n", - " 8.3\n", - " 27-Jun\n", - " \n", - " \n", - " 45-49\n", - " 35\n", - " 50.0\n", - " 70\n", " 50\n", " 0\n", " unknown\n", " \n", " \n", - " 50-54\n", - " 42\n", - " 46.2\n", - " 91\n", - " 46.2\n", + " 40-44\n", + " 56\n", + " 47.1\n", + " 119\n", + " 47.1\n", " 0\n", " unknown\n", " \n", " \n", - " 55-59\n", + " 45-49\n", + " 28\n", + " 36.4\n", + " 77\n", + " 36.4\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " 50-54\n", " 35\n", " 50.0\n", " 70\n", @@ -3185,86 +3222,95 @@ " unknown\n", " \n", " \n", - " 60-64\n", - " 42\n", - " 54.5\n", + " 55-59\n", + " 35\n", + " 45.5\n", " 77\n", - " 54.5\n", + " 45.5\n", " 0\n", " unknown\n", " \n", " \n", - " 65-69\n", + " 60-64\n", " 42\n", - " 54.5\n", - " 77\n", - " 54.5\n", + " 46.2\n", + " 91\n", + " 46.2\n", " 0\n", " unknown\n", " \n", " \n", - " 70-74\n", + " 65-69\n", " 42\n", " 46.2\n", " 91\n", - " 38.5\n", - " 7.7\n", - " 03-Jul\n", + " 46.2\n", + " 0\n", + " unknown\n", " \n", " \n", - " 75-79\n", + " 70-74\n", " 49\n", - " 53.8\n", - " 91\n", - " 53.8\n", + " 46.7\n", + " 105\n", + " 40\n", + " 6.7\n", + " 18-Oct\n", + " \n", + " \n", + " 75-79\n", + " 42\n", + " 50.0\n", + " 84\n", + " 50\n", " 0\n", " unknown\n", " \n", " \n", " 80-84\n", - " 56\n", - " 57.1\n", + " 49\n", + " 50.0\n", " 98\n", " 50\n", - " 7.1\n", - " 26-Jun\n", + " 0\n", + " unknown\n", " \n", " \n", " 85-89\n", - " 49\n", - " 50.0\n", - " 98\n", - " 50\n", + " 42\n", + " 46.2\n", + " 91\n", + " 46.2\n", " 0\n", " unknown\n", " \n", " \n", " 90+\n", - " 49\n", - " 50.0\n", - " 98\n", - " 50\n", + " 14\n", + " 66.7\n", + " 21\n", + " 66.7\n", " 0\n", " unknown\n", " \n", " \n", " ethnicity_6_groups\n", " Black\n", - " 98\n", - " 48.3\n", - " 203\n", - " 44.8\n", - " 3.5\n", - " 16-Aug\n", + " 119\n", + " 50.0\n", + " 238\n", + " 47.1\n", + " 2.9\n", + " 08-Dec\n", " \n", " \n", " Mixed\n", - " 119\n", - " 48.6\n", - " 245\n", - " 48.6\n", - " 0\n", - " unknown\n", + " 112\n", + " 48.5\n", + " 231\n", + " 45.5\n", + " 3\n", + " 08-Dec\n", " \n", " \n", " Other\n", @@ -3273,44 +3319,44 @@ " 231\n", " 48.5\n", " 3\n", - " 22-Aug\n", + " 01-Dec\n", " \n", " \n", " South Asian\n", - " 112\n", - " 53.3\n", - " 210\n", - " 53.3\n", + " 91\n", + " 41.9\n", + " 217\n", + " 41.9\n", " 0\n", " unknown\n", " \n", " \n", " Unknown\n", - " 126\n", - " 54.5\n", - " 231\n", - " 54.5\n", + " 105\n", + " 51.7\n", + " 203\n", + " 51.7\n", " 0\n", " unknown\n", " \n", " \n", " White\n", - " 112\n", - " 50.0\n", - " 224\n", - " 46.9\n", - " 3.1\n", - " 23-Aug\n", + " 119\n", + " 48.6\n", + " 245\n", + " 45.7\n", + " 2.9\n", + " 11-Dec\n", " \n", " \n", " dementia\n", " no\n", - " 686\n", - " 51.0\n", - " 1344\n", - " 49\n", - " 2\n", - " 08-Oct\n", + " 651\n", + " 48.2\n", + " 1351\n", + " 46.6\n", + " 1.6\n", + " unknown\n", " \n", " \n", " yes\n", @@ -3328,122 +3374,126 @@ "text/plain": [ " vaccinated percent total \\\n", "category group \n", - "overall overall 693 51.3 1351 \n", - "sex F 364 53.1 686 \n", - " M 329 49.0 672 \n", - "ageband_5yr 0 42 50.0 84 \n", - " 0-15 42 42.9 98 \n", - " 16-29 35 45.5 77 \n", - " 30-34 49 58.3 84 \n", - " 35-39 42 60.0 70 \n", - " 40-44 42 50.0 84 \n", - " 45-49 35 50.0 70 \n", - " 50-54 42 46.2 91 \n", - " 55-59 35 50.0 70 \n", - " 60-64 42 54.5 77 \n", - " 65-69 42 54.5 77 \n", - " 70-74 42 46.2 91 \n", - " 75-79 49 53.8 91 \n", - " 80-84 56 57.1 98 \n", - " 85-89 49 50.0 98 \n", - " 90+ 49 50.0 98 \n", - "ethnicity_6_groups Black 98 48.3 203 \n", - " Mixed 119 48.6 245 \n", + "overall overall 653 47.8 1365 \n", + "sex F 336 46.6 721 \n", + " M 322 50.0 644 \n", + "ageband_5yr 0 14 50.0 28 \n", + " 0-15 35 45.5 77 \n", + " 16-17 49 50.0 98 \n", + " 18-29 42 50.0 84 \n", + " 30-34 42 54.5 77 \n", + " 35-39 42 50.0 84 \n", + " 40-44 56 47.1 119 \n", + " 45-49 28 36.4 77 \n", + " 50-54 35 50.0 70 \n", + " 55-59 35 45.5 77 \n", + " 60-64 42 46.2 91 \n", + " 65-69 42 46.2 91 \n", + " 70-74 49 46.7 105 \n", + " 75-79 42 50.0 84 \n", + " 80-84 49 50.0 98 \n", + " 85-89 42 46.2 91 \n", + " 90+ 14 66.7 21 \n", + "ethnicity_6_groups Black 119 50.0 238 \n", + " Mixed 112 48.5 231 \n", " Other 119 51.5 231 \n", - " South Asian 112 53.3 210 \n", - " Unknown 126 54.5 231 \n", - " White 112 50.0 224 \n", - "dementia no 686 51.0 1344 \n", + " South Asian 91 41.9 217 \n", + " Unknown 105 51.7 203 \n", + " White 119 48.6 245 \n", + "dementia no 651 48.2 1351 \n", " yes 0 0.0 14 \n", "\n", " vaccinated 7d previous (percent) \\\n", "category group \n", - "overall overall 48.8 \n", - "sex F 50 \n", - " M 46.9 \n", + "overall overall 46.7 \n", + "sex F 45.6 \n", + " M 47.8 \n", "ageband_5yr 0 50 \n", - " 0-15 42.9 \n", - " 16-29 45.5 \n", - " 30-34 58.3 \n", - " 35-39 60 \n", - " 40-44 41.7 \n", - " 45-49 50 \n", - " 50-54 46.2 \n", - " 55-59 50 \n", - " 60-64 54.5 \n", - " 65-69 54.5 \n", - " 70-74 38.5 \n", - " 75-79 53.8 \n", + " 0-15 45.5 \n", + " 16-17 42.9 \n", + " 18-29 50 \n", + " 30-34 54.5 \n", + " 35-39 50 \n", + " 40-44 47.1 \n", + " 45-49 36.4 \n", + " 50-54 50 \n", + " 55-59 45.5 \n", + " 60-64 46.2 \n", + " 65-69 46.2 \n", + " 70-74 40 \n", + " 75-79 50 \n", " 80-84 50 \n", - " 85-89 50 \n", - " 90+ 50 \n", - "ethnicity_6_groups Black 44.8 \n", - " Mixed 48.6 \n", + " 85-89 46.2 \n", + " 90+ 66.7 \n", + "ethnicity_6_groups Black 47.1 \n", + " Mixed 45.5 \n", " Other 48.5 \n", - " South Asian 53.3 \n", - " Unknown 54.5 \n", - " White 46.9 \n", - "dementia no 49 \n", + " South Asian 41.9 \n", + " Unknown 51.7 \n", + " White 45.7 \n", + "dementia no 46.6 \n", " yes 0 \n", "\n", " Uptake over last 7d (percent) \\\n", "category group \n", - "overall overall 2.5 \n", - "sex F 3.1 \n", - " M 2.1 \n", + "overall overall 1.1 \n", + "sex F 1 \n", + " M 2.2 \n", "ageband_5yr 0 0 \n", " 0-15 0 \n", - " 16-29 0 \n", + " 16-17 7.1 \n", + " 18-29 0 \n", " 30-34 0 \n", " 35-39 0 \n", - " 40-44 8.3 \n", + " 40-44 0 \n", " 45-49 0 \n", " 50-54 0 \n", " 55-59 0 \n", " 60-64 0 \n", " 65-69 0 \n", - " 70-74 7.7 \n", + " 70-74 6.7 \n", " 75-79 0 \n", - " 80-84 7.1 \n", + " 80-84 0 \n", " 85-89 0 \n", " 90+ 0 \n", - "ethnicity_6_groups Black 3.5 \n", - " Mixed 0 \n", + "ethnicity_6_groups Black 2.9 \n", + " Mixed 3 \n", " Other 3 \n", " South Asian 0 \n", " Unknown 0 \n", - " White 3.1 \n", - "dementia no 2 \n", + " White 2.9 \n", + "dementia no 1.6 \n", " yes 0 \n", "\n", " Date projected to reach 90% \n", "category group \n", - "overall overall 10-Sep \n", - "sex F 16-Aug \n", - " M 08-Oct \n", + "overall overall unknown \n", + "sex F unknown \n", + " M 08-Jan \n", "ageband_5yr 0 unknown \n", " 0-15 unknown \n", - " 16-29 unknown \n", + " 16-17 12-Oct \n", + " 18-29 unknown \n", " 30-34 unknown \n", " 35-39 unknown \n", - " 40-44 27-Jun \n", + " 40-44 unknown \n", " 45-49 unknown \n", " 50-54 unknown \n", " 55-59 unknown \n", " 60-64 unknown \n", " 65-69 unknown \n", - " 70-74 03-Jul \n", + " 70-74 18-Oct \n", " 75-79 unknown \n", - " 80-84 26-Jun \n", + " 80-84 unknown \n", " 85-89 unknown \n", " 90+ unknown \n", - "ethnicity_6_groups Black 16-Aug \n", - " Mixed unknown \n", - " Other 22-Aug \n", + "ethnicity_6_groups Black 08-Dec \n", + " Mixed 08-Dec \n", + " Other 01-Dec \n", " South Asian unknown \n", " Unknown unknown \n", - " White 23-Aug \n", - "dementia no 08-Oct \n", + " White 11-Dec \n", + "dementia no unknown \n", " yes unknown " ] }, @@ -3465,7 +3515,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (first dose) among **shielding (aged 16-69)** population up to 25 May 2021" + "## COVID vaccination rollout (first dose) among **shielding (aged 16-69)** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -3531,22 +3581,22 @@ " \n", " overall\n", " overall\n", - " 210\n", - " 48.4\n", - " 434\n", - " 45.9\n", - " 2.5\n", - " 18-Sep\n", + " 226\n", + " 52.9\n", + " 427\n", + " 50.8\n", + " 2.1\n", + " 04-Jan\n", " \n", " \n", " newly_shielded_since_feb_15\n", " no\n", - " 210\n", - " 49.2\n", - " 427\n", - " 45.9\n", - " 3.3\n", - " 19-Aug\n", + " 224\n", + " 53.3\n", + " 420\n", + " 51.7\n", + " 1.6\n", + " 10-Feb\n", " \n", " \n", " yes\n", @@ -3560,21 +3610,21 @@ " \n", " sex\n", " F\n", - " 98\n", - " 48.3\n", - " 203\n", - " 44.8\n", - " 3.5\n", - " 16-Aug\n", + " 112\n", + " 51.6\n", + " 217\n", + " 51.6\n", + " 0\n", + " unknown\n", " \n", " \n", " M\n", " 112\n", - " 50.0\n", - " 224\n", - " 46.9\n", - " 3.1\n", - " 23-Aug\n", + " 53.3\n", + " 210\n", + " 50\n", + " 3.3\n", + " 19-Nov\n", " \n", " \n", " ageband\n", @@ -3582,9 +3632,9 @@ " 21\n", " 42.9\n", " 49\n", - " 28.6\n", - " 14.3\n", - " 17-Jun\n", + " 42.9\n", + " 0\n", + " unknown\n", " \n", " \n", " 30-39\n", @@ -3598,45 +3648,45 @@ " \n", " 40-49\n", " 28\n", - " 50.0\n", - " 56\n", - " 37.5\n", - " 12.5\n", - " 16-Jun\n", + " 57.1\n", + " 49\n", + " 42.9\n", + " 14.2\n", + " 19-Sep\n", " \n", " \n", " 50-59\n", - " 21\n", - " 37.5\n", - " 56\n", - " 37.5\n", - " 0\n", - " unknown\n", + " 28\n", + " 57.1\n", + " 49\n", + " 42.9\n", + " 14.2\n", + " 19-Sep\n", " \n", " \n", " 60-69\n", - " 28\n", - " 50.0\n", + " 35\n", + " 62.5\n", " 56\n", - " 50\n", + " 62.5\n", " 0\n", " unknown\n", " \n", " \n", " 70-79\n", - " 56\n", - " 53.3\n", - " 105\n", - " 46.7\n", - " 6.6\n", - " 02-Jul\n", + " 70\n", + " 58.8\n", + " 119\n", + " 52.9\n", + " 5.9\n", + " 10-Oct\n", " \n", " \n", " 80+\n", - " 35\n", - " 62.5\n", - " 56\n", - " 62.5\n", + " 21\n", + " 50.0\n", + " 42\n", + " 50\n", " 0\n", " unknown\n", " \n", @@ -3652,15 +3702,6 @@ " \n", " \n", " Mixed\n", - " 28\n", - " 36.4\n", - " 77\n", - " 36.4\n", - " 0\n", - " unknown\n", - " \n", - " \n", - " Other\n", " 42\n", " 60.0\n", " 70\n", @@ -3669,103 +3710,112 @@ " unknown\n", " \n", " \n", - " South Asian\n", + " Other\n", " 42\n", " 54.5\n", " 77\n", - " 45.5\n", - " 9\n", - " 21-Jun\n", - " \n", - " \n", - " Unknown\n", - " 28\n", - " 44.4\n", - " 63\n", - " 44.4\n", + " 54.5\n", " 0\n", " unknown\n", " \n", " \n", - " White\n", - " 42\n", - " 54.5\n", - " 77\n", + " South Asian\n", + " 35\n", + " 50.0\n", + " 70\n", + " 40\n", + " 10\n", + " 01-Oct\n", + " \n", + " \n", + " Unknown\n", + " 35\n", + " 55.6\n", + " 63\n", + " 55.6\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " White\n", + " 42\n", + " 54.5\n", + " 77\n", " 45.5\n", " 9\n", - " 21-Jun\n", + " 30-Sep\n", " \n", " \n", " imd_categories\n", " 1 Most deprived\n", - " 42\n", - " 42.9\n", - " 98\n", - " 42.9\n", + " 35\n", + " 45.5\n", + " 77\n", + " 45.5\n", " 0\n", " unknown\n", " \n", " \n", " 2\n", - " 42\n", - " 42.9\n", - " 98\n", - " 42.9\n", + " 35\n", + " 45.5\n", + " 77\n", + " 45.5\n", " 0\n", " unknown\n", " \n", " \n", " 3\n", - " 35\n", - " 45.5\n", - " 77\n", - " 36.4\n", - " 9.1\n", - " 28-Jun\n", + " 49\n", + " 58.3\n", + " 84\n", + " 58.3\n", + " 0\n", + " unknown\n", " \n", " \n", " 4\n", - " 35\n", + " 42\n", " 50.0\n", - " 70\n", + " 84\n", " 50\n", " 0\n", " unknown\n", " \n", " \n", " 5 Least deprived\n", - " 42\n", - " 60.0\n", - " 70\n", - " 60\n", - " 0\n", - " unknown\n", + " 49\n", + " 58.3\n", + " 84\n", + " 50\n", + " 8.3\n", + " 29-Sep\n", " \n", " \n", " Unknown\n", - " 7\n", - " 33.3\n", + " 14\n", + " 66.7\n", " 21\n", + " 66.7\n", " 0\n", - " 33.3\n", - " 05-Jun\n", + " unknown\n", " \n", " \n", " LD\n", " no\n", - " 210\n", - " 49.2\n", + " 224\n", + " 52.5\n", " 427\n", - " 45.9\n", - " 3.3\n", - " 19-Aug\n", + " 50.8\n", + " 1.7\n", + " 04-Feb\n", " \n", " \n", " yes\n", " 0\n", " 0.0\n", - " 7\n", " 0\n", + " NaN\n", " 0\n", " unknown\n", " \n", @@ -3776,118 +3826,118 @@ "text/plain": [ " vaccinated percent total \\\n", "category group \n", - "overall overall 210 48.4 434 \n", - "newly_shielded_since_feb_15 no 210 49.2 427 \n", + "overall overall 226 52.9 427 \n", + "newly_shielded_since_feb_15 no 224 53.3 420 \n", " yes 0 0.0 0 \n", - "sex F 98 48.3 203 \n", - " M 112 50.0 224 \n", + "sex F 112 51.6 217 \n", + " M 112 53.3 210 \n", "ageband 16-29 21 42.9 49 \n", " 30-39 28 50.0 56 \n", - " 40-49 28 50.0 56 \n", - " 50-59 21 37.5 56 \n", - " 60-69 28 50.0 56 \n", - " 70-79 56 53.3 105 \n", - " 80+ 35 62.5 56 \n", + " 40-49 28 57.1 49 \n", + " 50-59 28 57.1 49 \n", + " 60-69 35 62.5 56 \n", + " 70-79 70 58.8 119 \n", + " 80+ 21 50.0 42 \n", "ethnicity_6_groups Black 28 36.4 77 \n", - " Mixed 28 36.4 77 \n", - " Other 42 60.0 70 \n", - " South Asian 42 54.5 77 \n", - " Unknown 28 44.4 63 \n", + " Mixed 42 60.0 70 \n", + " Other 42 54.5 77 \n", + " South Asian 35 50.0 70 \n", + " Unknown 35 55.6 63 \n", " White 42 54.5 77 \n", - "imd_categories 1 Most deprived 42 42.9 98 \n", - " 2 42 42.9 98 \n", - " 3 35 45.5 77 \n", - " 4 35 50.0 70 \n", - " 5 Least deprived 42 60.0 70 \n", - " Unknown 7 33.3 21 \n", - "LD no 210 49.2 427 \n", - " yes 0 0.0 7 \n", + "imd_categories 1 Most deprived 35 45.5 77 \n", + " 2 35 45.5 77 \n", + " 3 49 58.3 84 \n", + " 4 42 50.0 84 \n", + " 5 Least deprived 49 58.3 84 \n", + " Unknown 14 66.7 21 \n", + "LD no 224 52.5 427 \n", + " yes 0 0.0 0 \n", "\n", " vaccinated 7d previous (percent) \\\n", "category group \n", - "overall overall 45.9 \n", - "newly_shielded_since_feb_15 no 45.9 \n", + "overall overall 50.8 \n", + "newly_shielded_since_feb_15 no 51.7 \n", " yes NaN \n", - "sex F 44.8 \n", - " M 46.9 \n", - "ageband 16-29 28.6 \n", + "sex F 51.6 \n", + " M 50 \n", + "ageband 16-29 42.9 \n", " 30-39 50 \n", - " 40-49 37.5 \n", - " 50-59 37.5 \n", - " 60-69 50 \n", - " 70-79 46.7 \n", - " 80+ 62.5 \n", + " 40-49 42.9 \n", + " 50-59 42.9 \n", + " 60-69 62.5 \n", + " 70-79 52.9 \n", + " 80+ 50 \n", "ethnicity_6_groups Black 36.4 \n", - " Mixed 36.4 \n", - " Other 60 \n", - " South Asian 45.5 \n", - " Unknown 44.4 \n", + " Mixed 60 \n", + " Other 54.5 \n", + " South Asian 40 \n", + " Unknown 55.6 \n", " White 45.5 \n", - "imd_categories 1 Most deprived 42.9 \n", - " 2 42.9 \n", - " 3 36.4 \n", + "imd_categories 1 Most deprived 45.5 \n", + " 2 45.5 \n", + " 3 58.3 \n", " 4 50 \n", - " 5 Least deprived 60 \n", - " Unknown 0 \n", - "LD no 45.9 \n", - " yes 0 \n", + " 5 Least deprived 50 \n", + " Unknown 66.7 \n", + "LD no 50.8 \n", + " yes NaN \n", "\n", " Uptake over last 7d (percent) \\\n", "category group \n", - "overall overall 2.5 \n", - "newly_shielded_since_feb_15 no 3.3 \n", + "overall overall 2.1 \n", + "newly_shielded_since_feb_15 no 1.6 \n", " yes 0 \n", - "sex F 3.5 \n", - " M 3.1 \n", - "ageband 16-29 14.3 \n", + "sex F 0 \n", + " M 3.3 \n", + "ageband 16-29 0 \n", " 30-39 0 \n", - " 40-49 12.5 \n", - " 50-59 0 \n", + " 40-49 14.2 \n", + " 50-59 14.2 \n", " 60-69 0 \n", - " 70-79 6.6 \n", + " 70-79 5.9 \n", " 80+ 0 \n", "ethnicity_6_groups Black 0 \n", " Mixed 0 \n", " Other 0 \n", - " South Asian 9 \n", + " South Asian 10 \n", " Unknown 0 \n", " White 9 \n", "imd_categories 1 Most deprived 0 \n", " 2 0 \n", - " 3 9.1 \n", + " 3 0 \n", " 4 0 \n", - " 5 Least deprived 0 \n", - " Unknown 33.3 \n", - "LD no 3.3 \n", + " 5 Least deprived 8.3 \n", + " Unknown 0 \n", + "LD no 1.7 \n", " yes 0 \n", "\n", " Date projected to reach 90% \n", "category group \n", - "overall overall 18-Sep \n", - "newly_shielded_since_feb_15 no 19-Aug \n", + "overall overall 04-Jan \n", + "newly_shielded_since_feb_15 no 10-Feb \n", " yes unknown \n", - "sex F 16-Aug \n", - " M 23-Aug \n", - "ageband 16-29 17-Jun \n", + "sex F unknown \n", + " M 19-Nov \n", + "ageband 16-29 unknown \n", " 30-39 unknown \n", - " 40-49 16-Jun \n", - " 50-59 unknown \n", + " 40-49 19-Sep \n", + " 50-59 19-Sep \n", " 60-69 unknown \n", - " 70-79 02-Jul \n", + " 70-79 10-Oct \n", " 80+ unknown \n", "ethnicity_6_groups Black unknown \n", " Mixed unknown \n", " Other unknown \n", - " South Asian 21-Jun \n", + " South Asian 01-Oct \n", " Unknown unknown \n", - " White 21-Jun \n", + " White 30-Sep \n", "imd_categories 1 Most deprived unknown \n", " 2 unknown \n", - " 3 28-Jun \n", + " 3 unknown \n", " 4 unknown \n", - " 5 Least deprived unknown \n", - " Unknown 05-Jun \n", - "LD no 19-Aug \n", + " 5 Least deprived 29-Sep \n", + " Unknown unknown \n", + "LD no 04-Feb \n", " yes unknown " ] }, @@ -3909,7 +3959,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (first dose) among **65-69** population up to 25 May 2021" + "## COVID vaccination rollout (first dose) among **65-69** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -3975,139 +4025,139 @@ " \n", " overall\n", " overall\n", - " 1170\n", - " 51.4\n", - " 2275\n", - " 49.4\n", - " 2\n", - " 07-Oct\n", + " 1094\n", + " 50.3\n", + " 2177\n", + " 48.7\n", + " 1.6\n", + " 23-Feb\n", " \n", " \n", " sex\n", " F\n", - " 595\n", - " 51.2\n", - " 1162\n", - " 48.8\n", - " 2.4\n", - " 15-Sep\n", + " 581\n", + " 50.9\n", + " 1141\n", + " 49.1\n", + " 1.8\n", + " 02-Feb\n", " \n", " \n", " M\n", - " 574\n", - " 51.6\n", - " 1113\n", - " 49.7\n", - " 1.9\n", - " 13-Oct\n", + " 511\n", + " 49.0\n", + " 1043\n", + " 47.7\n", + " 1.3\n", + " unknown\n", " \n", " \n", " ethnicity_6_groups\n", " Black\n", - " 203\n", - " 53.7\n", - " 378\n", - " 51.9\n", - " 1.8\n", - " 13-Oct\n", + " 182\n", + " 53.1\n", + " 343\n", + " 51\n", + " 2.1\n", + " 04-Jan\n", " \n", " \n", " Mixed\n", - " 217\n", - " 53.4\n", - " 406\n", - " 51.7\n", - " 1.7\n", - " 22-Oct\n", + " 182\n", + " 47.3\n", + " 385\n", + " 47.3\n", + " 0\n", + " unknown\n", " \n", " \n", " Other\n", " 203\n", - " 51.8\n", - " 392\n", - " 50\n", + " 52.7\n", + " 385\n", + " 50.9\n", " 1.8\n", - " 20-Oct\n", + " 26-Jan\n", " \n", " \n", " South Asian\n", - " 203\n", - " 52.7\n", - " 385\n", + " 182\n", " 49.1\n", - " 3.6\n", - " 05-Aug\n", + " 371\n", + " 47.2\n", + " 1.9\n", + " 31-Jan\n", " \n", " \n", " Unknown\n", - " 154\n", - " 46.8\n", - " 329\n", - " 46.8\n", + " 175\n", + " 50.0\n", + " 350\n", + " 50\n", " 0\n", " unknown\n", " \n", " \n", " White\n", - " 189\n", - " 48.2\n", - " 392\n", - " 46.4\n", - " 1.8\n", - " 03-Nov\n", + " 168\n", + " 48.0\n", + " 350\n", + " 46\n", + " 2\n", + " 28-Jan\n", " \n", " \n", " ethnicity_16_groups\n", " African\n", - " 56\n", - " 44.4\n", + " 63\n", + " 50.0\n", " 126\n", - " 44.4\n", + " 50\n", " 0\n", " unknown\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", + " 49\n", + " 43.8\n", + " 112\n", + " 43.8\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Caribbean\n", " 63\n", " 56.2\n", " 112\n", " 50\n", " 6.2\n", - " 02-Jul\n", + " 11-Oct\n", " \n", " \n", - " Caribbean\n", + " Chinese\n", " 56\n", - " 47.1\n", - " 119\n", - " 47.1\n", + " 50.0\n", + " 112\n", + " 50\n", " 0\n", " unknown\n", " \n", " \n", - " Chinese\n", - " 70\n", - " 55.6\n", - " 126\n", - " 50\n", - " 5.6\n", - " 07-Jul\n", - " \n", - " \n", " Other\n", - " 49\n", - " 58.3\n", - " 84\n", - " 58.3\n", + " 56\n", + " 47.1\n", + " 119\n", + " 47.1\n", " 0\n", " unknown\n", " \n", " \n", " Other Asian\n", - " 56\n", - " 47.1\n", + " 63\n", + " 52.9\n", " 119\n", - " 47.1\n", + " 52.9\n", " 0\n", " unknown\n", " \n", @@ -4118,244 +4168,244 @@ " 112\n", " 43.8\n", " 6.2\n", - " 09-Jul\n", + " 18-Oct\n", " \n", " \n", " Indian or British Indian\n", " 70\n", - " 50.0\n", - " 140\n", - " 50\n", - " 0\n", - " unknown\n", + " 52.6\n", + " 133\n", + " 47.4\n", + " 5.2\n", + " 23-Oct\n", " \n", " \n", " Irish\n", " 63\n", - " 52.9\n", - " 119\n", - " 47.1\n", - " 5.8\n", - " 08-Jul\n", + " 47.4\n", + " 133\n", + " 47.4\n", + " 0\n", + " unknown\n", " \n", " \n", " Other Black\n", - " 77\n", - " 57.9\n", - " 133\n", - " 57.9\n", + " 49\n", + " 43.8\n", + " 112\n", + " 43.8\n", " 0\n", " unknown\n", " \n", " \n", " Other White\n", - " 63\n", - " 50.0\n", - " 126\n", - " 50\n", + " 49\n", + " 53.8\n", + " 91\n", + " 53.8\n", " 0\n", " unknown\n", " \n", " \n", " Other mixed\n", - " 63\n", - " 56.2\n", - " 112\n", - " 56.2\n", + " 77\n", + " 57.9\n", + " 133\n", + " 57.9\n", " 0\n", " unknown\n", " \n", " \n", " Pakistani or British Pakistani\n", " 63\n", - " 47.4\n", - " 133\n", - " 47.4\n", + " 56.2\n", + " 112\n", + " 56.2\n", " 0\n", " unknown\n", " \n", " \n", " Unknown\n", - " 182\n", - " 51.0\n", - " 357\n", - " 49\n", - " 2\n", - " 08-Oct\n", + " 175\n", + " 52.1\n", + " 336\n", + " 50\n", + " 2.1\n", + " 07-Jan\n", " \n", " \n", " White + Asian\n", - " 70\n", - " 55.6\n", - " 126\n", - " 50\n", - " 5.6\n", - " 07-Jul\n", + " 49\n", + " 43.8\n", + " 112\n", + " 43.8\n", + " 0\n", + " unknown\n", " \n", " \n", " White + Black African\n", - " 63\n", - " 52.9\n", - " 119\n", - " 47.1\n", - " 5.8\n", - " 08-Jul\n", + " 56\n", + " 61.5\n", + " 91\n", + " 53.8\n", + " 7.7\n", + " 28-Sep\n", " \n", " \n", " White + Black Caribbean\n", - " 56\n", - " 50.0\n", - " 112\n", - " 50\n", + " 35\n", + " 33.3\n", + " 105\n", + " 33.3\n", " 0\n", " unknown\n", " \n", " \n", " imd_categories\n", " 1 Most deprived\n", - " 210\n", - " 51.7\n", - " 406\n", - " 50\n", - " 1.7\n", - " 29-Oct\n", + " 203\n", + " 50.9\n", + " 399\n", + " 50.9\n", + " 0\n", + " unknown\n", " \n", " \n", " 2\n", - " 231\n", + " 224\n", " 51.6\n", - " 448\n", + " 434\n", " 50\n", " 1.6\n", - " 09-Nov\n", + " 18-Feb\n", " \n", " \n", " 3\n", - " 210\n", - " 50.0\n", - " 420\n", - " 48.3\n", - " 1.7\n", - " 05-Nov\n", + " 189\n", + " 47.4\n", + " 399\n", + " 45.6\n", + " 1.8\n", + " 15-Feb\n", " \n", " \n", " 4\n", - " 238\n", - " 52.3\n", - " 455\n", + " 210\n", + " 50.8\n", + " 413\n", " 49.2\n", - " 3.1\n", - " 18-Aug\n", + " 1.6\n", + " 21-Feb\n", " \n", " \n", " 5 Least deprived\n", - " 217\n", - " 50.8\n", + " 203\n", + " 47.5\n", " 427\n", - " 49.2\n", + " 45.9\n", " 1.6\n", - " 12-Nov\n", + " unknown\n", " \n", " \n", " Unknown\n", " 56\n", - " 50.0\n", - " 112\n", - " 50\n", - " 0\n", - " unknown\n", + " 53.3\n", + " 105\n", + " 46.7\n", + " 6.6\n", + " 11-Oct\n", " \n", " \n", " bmi\n", " 30+\n", - " 329\n", - " 49.5\n", - " 665\n", - " 47.4\n", - " 2.1\n", - " 07-Oct\n", + " 343\n", + " 52.7\n", + " 651\n", + " 50.5\n", + " 2.2\n", + " 30-Dec\n", " \n", " \n", " under 30\n", - " 840\n", - " 52.2\n", - " 1610\n", - " 50.4\n", - " 1.8\n", - " 19-Oct\n", + " 749\n", + " 49.1\n", + " 1526\n", + " 47.7\n", + " 1.4\n", + " unknown\n", " \n", " \n", " chronic_cardiac_disease\n", " no\n", - " 1155\n", - " 51.2\n", - " 2254\n", - " 49.1\n", - " 2.1\n", - " 01-Oct\n", + " 1085\n", + " 50.3\n", + " 2156\n", + " 48.7\n", + " 1.6\n", + " 23-Feb\n", " \n", " \n", " yes\n", " 14\n", - " 66.7\n", - " 21\n", - " 66.7\n", + " 50.0\n", + " 28\n", + " 50\n", " 0\n", " unknown\n", " \n", " \n", " current_copd\n", " no\n", - " 1155\n", - " 51.2\n", - " 2254\n", - " 49.4\n", - " 1.8\n", - " 22-Oct\n", + " 1085\n", + " 50.3\n", + " 2156\n", + " 48.7\n", + " 1.6\n", + " 23-Feb\n", " \n", " \n", " yes\n", - " 14\n", - " 66.7\n", - " 21\n", - " 66.7\n", + " 7\n", + " 25.0\n", + " 28\n", + " 25\n", " 0\n", " unknown\n", " \n", " \n", " dmards\n", " no\n", - " 1162\n", - " 51.7\n", - " 2247\n", - " 49.5\n", - " 2.2\n", - " 23-Sep\n", + " 1085\n", + " 50.3\n", + " 2156\n", + " 48.7\n", + " 1.6\n", + " 23-Feb\n", " \n", " \n", " yes\n", " 7\n", - " 25.0\n", - " 28\n", - " 25\n", + " 33.3\n", + " 21\n", + " 33.3\n", " 0\n", " unknown\n", " \n", " \n", " dementia\n", " no\n", - " 1155\n", - " 51.2\n", - " 2254\n", - " 49.4\n", - " 1.8\n", - " 22-Oct\n", + " 1085\n", + " 50.2\n", + " 2163\n", + " 48.9\n", + " 1.3\n", + " unknown\n", " \n", " \n", " yes\n", - " 14\n", + " 7\n", " 50.0\n", - " 28\n", + " 14\n", " 50\n", " 0\n", " unknown\n", @@ -4363,126 +4413,126 @@ " \n", " psychosis_schiz_bipolar\n", " no\n", - " 1162\n", - " 51.6\n", - " 2254\n", - " 49.4\n", - " 2.2\n", - " 24-Sep\n", + " 1085\n", + " 50.3\n", + " 2156\n", + " 48.7\n", + " 1.6\n", + " 23-Feb\n", " \n", " \n", " yes\n", - " 7\n", - " 33.3\n", - " 21\n", - " 33.3\n", + " 14\n", + " 50.0\n", + " 28\n", + " 50\n", " 0\n", " unknown\n", " \n", " \n", " LD\n", " no\n", - " 1155\n", - " 51.6\n", - " 2240\n", - " 49.4\n", - " 2.2\n", - " 24-Sep\n", + " 1078\n", + " 50.3\n", + " 2142\n", + " 49\n", + " 1.3\n", + " unknown\n", " \n", " \n", " yes\n", " 14\n", - " 33.3\n", - " 42\n", - " 33.3\n", + " 40.0\n", + " 35\n", + " 40\n", " 0\n", " unknown\n", " \n", " \n", " ssri\n", " no\n", - " 1155\n", - " 51.2\n", - " 2254\n", - " 49.4\n", - " 1.8\n", - " 22-Oct\n", + " 1085\n", + " 50.3\n", + " 2156\n", + " 48.7\n", + " 1.6\n", + " 23-Feb\n", " \n", " \n", " yes\n", - " 14\n", - " 66.7\n", + " 7\n", + " 33.3\n", " 21\n", - " 66.7\n", + " 33.3\n", " 0\n", " unknown\n", " \n", " \n", " chemo_or_radio\n", " no\n", - " 1162\n", - " 51.4\n", - " 2261\n", - " 49.2\n", - " 2.2\n", - " 24-Sep\n", + " 1085\n", + " 50.3\n", + " 2156\n", + " 48.7\n", + " 1.6\n", + " 23-Feb\n", " \n", " \n", " yes\n", " 14\n", - " 100.0\n", - " 14\n", - " 50\n", + " 50.0\n", + " 28\n", " 50\n", - " reached\n", + " 0\n", + " unknown\n", " \n", " \n", " lung_cancer\n", " no\n", - " 1155\n", - " 51.6\n", - " 2240\n", - " 49.7\n", - " 1.9\n", - " 13-Oct\n", - " \n", + " 1085\n", + " 50.3\n", + " 2156\n", + " 48.7\n", + " 1.6\n", + " 23-Feb\n", + " \n", " \n", " yes\n", " 14\n", - " 40.0\n", - " 35\n", - " 40\n", + " 66.7\n", + " 21\n", + " 66.7\n", " 0\n", " unknown\n", " \n", " \n", " cancer_excl_lung_and_haem\n", " no\n", - " 1162\n", - " 51.4\n", - " 2261\n", - " 49.2\n", - " 2.2\n", - " 24-Sep\n", + " 1078\n", + " 49.8\n", + " 2163\n", + " 48.5\n", + " 1.3\n", + " unknown\n", " \n", " \n", " yes\n", - " 7\n", - " 33.3\n", + " 14\n", + " 66.7\n", " 21\n", - " 33.3\n", + " 66.7\n", " 0\n", " unknown\n", " \n", " \n", " haematological_cancer\n", " no\n", - " 1155\n", - " 51.2\n", - " 2254\n", - " 49.4\n", - " 1.8\n", - " 22-Oct\n", + " 1078\n", + " 50.0\n", + " 2156\n", + " 48.4\n", + " 1.6\n", + " unknown\n", " \n", " \n", " yes\n", @@ -4500,297 +4550,297 @@ "text/plain": [ " vaccinated \\\n", "category group \n", - "overall overall 1170 \n", - "sex F 595 \n", - " M 574 \n", - "ethnicity_6_groups Black 203 \n", - " Mixed 217 \n", + "overall overall 1094 \n", + "sex F 581 \n", + " M 511 \n", + "ethnicity_6_groups Black 182 \n", + " Mixed 182 \n", " Other 203 \n", - " South Asian 203 \n", - " Unknown 154 \n", - " White 189 \n", - "ethnicity_16_groups African 56 \n", - " Bangladeshi or British Bangladeshi 63 \n", - " Caribbean 56 \n", - " Chinese 70 \n", - " Other 49 \n", - " Other Asian 56 \n", + " South Asian 182 \n", + " Unknown 175 \n", + " White 168 \n", + "ethnicity_16_groups African 63 \n", + " Bangladeshi or British Bangladeshi 49 \n", + " Caribbean 63 \n", + " Chinese 56 \n", + " Other 56 \n", + " Other Asian 63 \n", " British or Mixed British 56 \n", " Indian or British Indian 70 \n", " Irish 63 \n", - " Other Black 77 \n", - " Other White 63 \n", - " Other mixed 63 \n", + " Other Black 49 \n", + " Other White 49 \n", + " Other mixed 77 \n", " Pakistani or British Pakistani 63 \n", - " Unknown 182 \n", - " White + Asian 70 \n", - " White + Black African 63 \n", - " White + Black Caribbean 56 \n", - "imd_categories 1 Most deprived 210 \n", - " 2 231 \n", - " 3 210 \n", - " 4 238 \n", - " 5 Least deprived 217 \n", + " Unknown 175 \n", + " White + Asian 49 \n", + " White + Black African 56 \n", + " White + Black Caribbean 35 \n", + "imd_categories 1 Most deprived 203 \n", + " 2 224 \n", + " 3 189 \n", + " 4 210 \n", + " 5 Least deprived 203 \n", " Unknown 56 \n", - "bmi 30+ 329 \n", - " under 30 840 \n", - "chronic_cardiac_disease no 1155 \n", - " yes 14 \n", - "current_copd no 1155 \n", + "bmi 30+ 343 \n", + " under 30 749 \n", + "chronic_cardiac_disease no 1085 \n", " yes 14 \n", - "dmards no 1162 \n", + "current_copd no 1085 \n", " yes 7 \n", - "dementia no 1155 \n", - " yes 14 \n", - "psychosis_schiz_bipolar no 1162 \n", + "dmards no 1085 \n", + " yes 7 \n", + "dementia no 1085 \n", " yes 7 \n", - "LD no 1155 \n", + "psychosis_schiz_bipolar no 1085 \n", " yes 14 \n", - "ssri no 1155 \n", + "LD no 1078 \n", " yes 14 \n", - "chemo_or_radio no 1162 \n", + "ssri no 1085 \n", + " yes 7 \n", + "chemo_or_radio no 1085 \n", " yes 14 \n", - "lung_cancer no 1155 \n", + "lung_cancer no 1085 \n", " yes 14 \n", - "cancer_excl_lung_and_haem no 1162 \n", - " yes 7 \n", - "haematological_cancer no 1155 \n", + "cancer_excl_lung_and_haem no 1078 \n", + " yes 14 \n", + "haematological_cancer no 1078 \n", " yes 14 \n", "\n", " percent total \\\n", "category group \n", - "overall overall 51.4 2275 \n", - "sex F 51.2 1162 \n", - " M 51.6 1113 \n", - "ethnicity_6_groups Black 53.7 378 \n", - " Mixed 53.4 406 \n", - " Other 51.8 392 \n", - " South Asian 52.7 385 \n", - " Unknown 46.8 329 \n", - " White 48.2 392 \n", - "ethnicity_16_groups African 44.4 126 \n", - " Bangladeshi or British Bangladeshi 56.2 112 \n", - " Caribbean 47.1 119 \n", - " Chinese 55.6 126 \n", - " Other 58.3 84 \n", - " Other Asian 47.1 119 \n", + "overall overall 50.3 2177 \n", + "sex F 50.9 1141 \n", + " M 49.0 1043 \n", + "ethnicity_6_groups Black 53.1 343 \n", + " Mixed 47.3 385 \n", + " Other 52.7 385 \n", + " South Asian 49.1 371 \n", + " Unknown 50.0 350 \n", + " White 48.0 350 \n", + "ethnicity_16_groups African 50.0 126 \n", + " Bangladeshi or British Bangladeshi 43.8 112 \n", + " Caribbean 56.2 112 \n", + " Chinese 50.0 112 \n", + " Other 47.1 119 \n", + " Other Asian 52.9 119 \n", " British or Mixed British 50.0 112 \n", - " Indian or British Indian 50.0 140 \n", - " Irish 52.9 119 \n", - " Other Black 57.9 133 \n", - " Other White 50.0 126 \n", - " Other mixed 56.2 112 \n", - " Pakistani or British Pakistani 47.4 133 \n", - " Unknown 51.0 357 \n", - " White + Asian 55.6 126 \n", - " White + Black African 52.9 119 \n", - " White + Black Caribbean 50.0 112 \n", - "imd_categories 1 Most deprived 51.7 406 \n", - " 2 51.6 448 \n", - " 3 50.0 420 \n", - " 4 52.3 455 \n", - " 5 Least deprived 50.8 427 \n", - " Unknown 50.0 112 \n", - "bmi 30+ 49.5 665 \n", - " under 30 52.2 1610 \n", - "chronic_cardiac_disease no 51.2 2254 \n", - " yes 66.7 21 \n", - "current_copd no 51.2 2254 \n", - " yes 66.7 21 \n", - "dmards no 51.7 2247 \n", - " yes 25.0 28 \n", - "dementia no 51.2 2254 \n", + " Indian or British Indian 52.6 133 \n", + " Irish 47.4 133 \n", + " Other Black 43.8 112 \n", + " Other White 53.8 91 \n", + " Other mixed 57.9 133 \n", + " Pakistani or British Pakistani 56.2 112 \n", + " Unknown 52.1 336 \n", + " White + Asian 43.8 112 \n", + " White + Black African 61.5 91 \n", + " White + Black Caribbean 33.3 105 \n", + "imd_categories 1 Most deprived 50.9 399 \n", + " 2 51.6 434 \n", + " 3 47.4 399 \n", + " 4 50.8 413 \n", + " 5 Least deprived 47.5 427 \n", + " Unknown 53.3 105 \n", + "bmi 30+ 52.7 651 \n", + " under 30 49.1 1526 \n", + "chronic_cardiac_disease no 50.3 2156 \n", " yes 50.0 28 \n", - "psychosis_schiz_bipolar no 51.6 2254 \n", + "current_copd no 50.3 2156 \n", + " yes 25.0 28 \n", + "dmards no 50.3 2156 \n", " yes 33.3 21 \n", - "LD no 51.6 2240 \n", - " yes 33.3 42 \n", - "ssri no 51.2 2254 \n", - " yes 66.7 21 \n", - "chemo_or_radio no 51.4 2261 \n", - " yes 100.0 14 \n", - "lung_cancer no 51.6 2240 \n", + "dementia no 50.2 2163 \n", + " yes 50.0 14 \n", + "psychosis_schiz_bipolar no 50.3 2156 \n", + " yes 50.0 28 \n", + "LD no 50.3 2142 \n", " yes 40.0 35 \n", - "cancer_excl_lung_and_haem no 51.4 2261 \n", + "ssri no 50.3 2156 \n", " yes 33.3 21 \n", - "haematological_cancer no 51.2 2254 \n", + "chemo_or_radio no 50.3 2156 \n", + " yes 50.0 28 \n", + "lung_cancer no 50.3 2156 \n", + " yes 66.7 21 \n", + "cancer_excl_lung_and_haem no 49.8 2163 \n", + " yes 66.7 21 \n", + "haematological_cancer no 50.0 2156 \n", " yes 66.7 21 \n", "\n", " vaccinated 7d previous (percent) \\\n", "category group \n", - "overall overall 49.4 \n", - "sex F 48.8 \n", - " M 49.7 \n", - "ethnicity_6_groups Black 51.9 \n", - " Mixed 51.7 \n", - " Other 50 \n", - " South Asian 49.1 \n", - " Unknown 46.8 \n", - " White 46.4 \n", - "ethnicity_16_groups African 44.4 \n", - " Bangladeshi or British Bangladeshi 50 \n", - " Caribbean 47.1 \n", + "overall overall 48.7 \n", + "sex F 49.1 \n", + " M 47.7 \n", + "ethnicity_6_groups Black 51 \n", + " Mixed 47.3 \n", + " Other 50.9 \n", + " South Asian 47.2 \n", + " Unknown 50 \n", + " White 46 \n", + "ethnicity_16_groups African 50 \n", + " Bangladeshi or British Bangladeshi 43.8 \n", + " Caribbean 50 \n", " Chinese 50 \n", - " Other 58.3 \n", - " Other Asian 47.1 \n", + " Other 47.1 \n", + " Other Asian 52.9 \n", " British or Mixed British 43.8 \n", - " Indian or British Indian 50 \n", - " Irish 47.1 \n", - " Other Black 57.9 \n", - " Other White 50 \n", - " Other mixed 56.2 \n", - " Pakistani or British Pakistani 47.4 \n", - " Unknown 49 \n", - " White + Asian 50 \n", - " White + Black African 47.1 \n", - " White + Black Caribbean 50 \n", - "imd_categories 1 Most deprived 50 \n", + " Indian or British Indian 47.4 \n", + " Irish 47.4 \n", + " Other Black 43.8 \n", + " Other White 53.8 \n", + " Other mixed 57.9 \n", + " Pakistani or British Pakistani 56.2 \n", + " Unknown 50 \n", + " White + Asian 43.8 \n", + " White + Black African 53.8 \n", + " White + Black Caribbean 33.3 \n", + "imd_categories 1 Most deprived 50.9 \n", " 2 50 \n", - " 3 48.3 \n", + " 3 45.6 \n", " 4 49.2 \n", - " 5 Least deprived 49.2 \n", - " Unknown 50 \n", - "bmi 30+ 47.4 \n", - " under 30 50.4 \n", - "chronic_cardiac_disease no 49.1 \n", - " yes 66.7 \n", - "current_copd no 49.4 \n", - " yes 66.7 \n", - "dmards no 49.5 \n", - " yes 25 \n", - "dementia no 49.4 \n", + " 5 Least deprived 45.9 \n", + " Unknown 46.7 \n", + "bmi 30+ 50.5 \n", + " under 30 47.7 \n", + "chronic_cardiac_disease no 48.7 \n", " yes 50 \n", - "psychosis_schiz_bipolar no 49.4 \n", - " yes 33.3 \n", - "LD no 49.4 \n", + "current_copd no 48.7 \n", + " yes 25 \n", + "dmards no 48.7 \n", " yes 33.3 \n", - "ssri no 49.4 \n", - " yes 66.7 \n", - "chemo_or_radio no 49.2 \n", + "dementia no 48.9 \n", " yes 50 \n", - "lung_cancer no 49.7 \n", + "psychosis_schiz_bipolar no 48.7 \n", + " yes 50 \n", + "LD no 49 \n", " yes 40 \n", - "cancer_excl_lung_and_haem no 49.2 \n", + "ssri no 48.7 \n", " yes 33.3 \n", - "haematological_cancer no 49.4 \n", + "chemo_or_radio no 48.7 \n", + " yes 50 \n", + "lung_cancer no 48.7 \n", + " yes 66.7 \n", + "cancer_excl_lung_and_haem no 48.5 \n", + " yes 66.7 \n", + "haematological_cancer no 48.4 \n", " yes 66.7 \n", "\n", " Uptake over last 7d (percent) \\\n", "category group \n", - "overall overall 2 \n", - "sex F 2.4 \n", - " M 1.9 \n", - "ethnicity_6_groups Black 1.8 \n", - " Mixed 1.7 \n", + "overall overall 1.6 \n", + "sex F 1.8 \n", + " M 1.3 \n", + "ethnicity_6_groups Black 2.1 \n", + " Mixed 0 \n", " Other 1.8 \n", - " South Asian 3.6 \n", + " South Asian 1.9 \n", " Unknown 0 \n", - " White 1.8 \n", + " White 2 \n", "ethnicity_16_groups African 0 \n", - " Bangladeshi or British Bangladeshi 6.2 \n", - " Caribbean 0 \n", - " Chinese 5.6 \n", + " Bangladeshi or British Bangladeshi 0 \n", + " Caribbean 6.2 \n", + " Chinese 0 \n", " Other 0 \n", " Other Asian 0 \n", " British or Mixed British 6.2 \n", - " Indian or British Indian 0 \n", - " Irish 5.8 \n", + " Indian or British Indian 5.2 \n", + " Irish 0 \n", " Other Black 0 \n", " Other White 0 \n", " Other mixed 0 \n", " Pakistani or British Pakistani 0 \n", - " Unknown 2 \n", - " White + Asian 5.6 \n", - " White + Black African 5.8 \n", + " Unknown 2.1 \n", + " White + Asian 0 \n", + " White + Black African 7.7 \n", " White + Black Caribbean 0 \n", - "imd_categories 1 Most deprived 1.7 \n", + "imd_categories 1 Most deprived 0 \n", " 2 1.6 \n", - " 3 1.7 \n", - " 4 3.1 \n", + " 3 1.8 \n", + " 4 1.6 \n", " 5 Least deprived 1.6 \n", - " Unknown 0 \n", - "bmi 30+ 2.1 \n", - " under 30 1.8 \n", - "chronic_cardiac_disease no 2.1 \n", + " Unknown 6.6 \n", + "bmi 30+ 2.2 \n", + " under 30 1.4 \n", + "chronic_cardiac_disease no 1.6 \n", " yes 0 \n", - "current_copd no 1.8 \n", + "current_copd no 1.6 \n", " yes 0 \n", - "dmards no 2.2 \n", + "dmards no 1.6 \n", " yes 0 \n", - "dementia no 1.8 \n", + "dementia no 1.3 \n", " yes 0 \n", - "psychosis_schiz_bipolar no 2.2 \n", + "psychosis_schiz_bipolar no 1.6 \n", " yes 0 \n", - "LD no 2.2 \n", + "LD no 1.3 \n", " yes 0 \n", - "ssri no 1.8 \n", + "ssri no 1.6 \n", " yes 0 \n", - "chemo_or_radio no 2.2 \n", - " yes 50 \n", - "lung_cancer no 1.9 \n", + "chemo_or_radio no 1.6 \n", + " yes 0 \n", + "lung_cancer no 1.6 \n", " yes 0 \n", - "cancer_excl_lung_and_haem no 2.2 \n", + "cancer_excl_lung_and_haem no 1.3 \n", " yes 0 \n", - "haematological_cancer no 1.8 \n", + "haematological_cancer no 1.6 \n", " yes 0 \n", "\n", " Date projected to reach 90% \n", "category group \n", - "overall overall 07-Oct \n", - "sex F 15-Sep \n", - " M 13-Oct \n", - "ethnicity_6_groups Black 13-Oct \n", - " Mixed 22-Oct \n", - " Other 20-Oct \n", - " South Asian 05-Aug \n", + "overall overall 23-Feb \n", + "sex F 02-Feb \n", + " M unknown \n", + "ethnicity_6_groups Black 04-Jan \n", + " Mixed unknown \n", + " Other 26-Jan \n", + " South Asian 31-Jan \n", " Unknown unknown \n", - " White 03-Nov \n", + " White 28-Jan \n", "ethnicity_16_groups African unknown \n", - " Bangladeshi or British Bangladeshi 02-Jul \n", - " Caribbean unknown \n", - " Chinese 07-Jul \n", + " Bangladeshi or British Bangladeshi unknown \n", + " Caribbean 11-Oct \n", + " Chinese unknown \n", " Other unknown \n", " Other Asian unknown \n", - " British or Mixed British 09-Jul \n", - " Indian or British Indian unknown \n", - " Irish 08-Jul \n", + " British or Mixed British 18-Oct \n", + " Indian or British Indian 23-Oct \n", + " Irish unknown \n", " Other Black unknown \n", " Other White unknown \n", " Other mixed unknown \n", " Pakistani or British Pakistani unknown \n", - " Unknown 08-Oct \n", - " White + Asian 07-Jul \n", - " White + Black African 08-Jul \n", + " Unknown 07-Jan \n", + " White + Asian unknown \n", + " White + Black African 28-Sep \n", " White + Black Caribbean unknown \n", - "imd_categories 1 Most deprived 29-Oct \n", - " 2 09-Nov \n", - " 3 05-Nov \n", - " 4 18-Aug \n", - " 5 Least deprived 12-Nov \n", - " Unknown unknown \n", - "bmi 30+ 07-Oct \n", - " under 30 19-Oct \n", - "chronic_cardiac_disease no 01-Oct \n", + "imd_categories 1 Most deprived unknown \n", + " 2 18-Feb \n", + " 3 15-Feb \n", + " 4 21-Feb \n", + " 5 Least deprived unknown \n", + " Unknown 11-Oct \n", + "bmi 30+ 30-Dec \n", + " under 30 unknown \n", + "chronic_cardiac_disease no 23-Feb \n", + " yes unknown \n", + "current_copd no 23-Feb \n", " yes unknown \n", - "current_copd no 22-Oct \n", + "dmards no 23-Feb \n", " yes unknown \n", - "dmards no 23-Sep \n", + "dementia no unknown \n", " yes unknown \n", - "dementia no 22-Oct \n", + "psychosis_schiz_bipolar no 23-Feb \n", " yes unknown \n", - "psychosis_schiz_bipolar no 24-Sep \n", + "LD no unknown \n", " yes unknown \n", - "LD no 24-Sep \n", + "ssri no 23-Feb \n", " yes unknown \n", - "ssri no 22-Oct \n", + "chemo_or_radio no 23-Feb \n", " yes unknown \n", - "chemo_or_radio no 24-Sep \n", - " yes reached \n", - "lung_cancer no 13-Oct \n", + "lung_cancer no 23-Feb \n", " yes unknown \n", - "cancer_excl_lung_and_haem no 24-Sep \n", + "cancer_excl_lung_and_haem no unknown \n", " yes unknown \n", - "haematological_cancer no 22-Oct \n", + "haematological_cancer no unknown \n", " yes unknown " ] }, @@ -4812,7 +4862,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (first dose) among **LD (aged 16-64)** population up to 25 May 2021" + "## COVID vaccination rollout (first dose) among **LD (aged 16-64)** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -4878,111 +4928,120 @@ " \n", " overall\n", " overall\n", - " 390\n", - " 49.3\n", - " 791\n", - " 47.4\n", - " 1.9\n", - " 21-Oct\n", + " 403\n", + " 49.6\n", + " 812\n", + " 49\n", + " 0.6\n", + " unknown\n", " \n", " \n", " sex\n", " F\n", - " 203\n", + " 210\n", " 49.2\n", - " 413\n", + " 427\n", " 47.5\n", " 1.7\n", - " 09-Nov\n", + " 18-Feb\n", " \n", " \n", " M\n", - " 189\n", + " 196\n", " 50.0\n", - " 378\n", - " 48.1\n", - " 1.9\n", - " 19-Oct\n", + " 392\n", + " 48.2\n", + " 1.8\n", + " 05-Feb\n", " \n", " \n", - " ageband_5yr\n", + " ageband_5yr\n", " 0\n", - " 21\n", - " 42.9\n", - " 49\n", - " 42.9\n", + " 0\n", + " 0.0\n", + " 7\n", + " 0\n", " 0\n", " unknown\n", " \n", " \n", " 0-15\n", - " 21\n", - " 42.9\n", + " 28\n", + " 50.0\n", + " 56\n", + " 50\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " 16-17\n", + " 28\n", + " 57.1\n", " 49\n", - " 42.9\n", + " 57.1\n", " 0\n", " unknown\n", " \n", " \n", - " 16-29\n", - " 21\n", - " 50.0\n", - " 42\n", - " 50\n", + " 18-29\n", + " 35\n", + " 62.5\n", + " 56\n", + " 62.5\n", " 0\n", " unknown\n", " \n", " \n", " 30-34\n", - " 21\n", - " 42.9\n", + " 28\n", + " 57.1\n", " 49\n", - " 42.9\n", + " 57.1\n", " 0\n", " unknown\n", " \n", " \n", " 35-39\n", - " 28\n", - " 57.1\n", + " 21\n", + " 42.9\n", " 49\n", - " 57.1\n", + " 42.9\n", " 0\n", " unknown\n", " \n", " \n", " 40-44\n", " 21\n", - " 60.0\n", - " 35\n", - " 40\n", - " 20\n", - " 04-Jun\n", + " 42.9\n", + " 49\n", + " 42.9\n", + " 0\n", + " unknown\n", " \n", " \n", " 45-49\n", - " 28\n", - " 57.1\n", - " 49\n", - " 57.1\n", + " 35\n", + " 62.5\n", + " 56\n", + " 62.5\n", " 0\n", " unknown\n", " \n", " \n", " 50-54\n", " 28\n", - " 50.0\n", - " 56\n", - " 50\n", + " 44.4\n", + " 63\n", + " 44.4\n", " 0\n", " unknown\n", " \n", " \n", " 55-59\n", - " 21\n", - " 50.0\n", - " 42\n", - " 50\n", + " 28\n", + " 57.1\n", + " 49\n", + " 57.1\n", " 0\n", " unknown\n", " \n", @@ -4997,42 +5056,33 @@ " \n", " \n", " 65-69\n", - " 28\n", - " 44.4\n", - " 63\n", - " 44.4\n", + " 35\n", + " 62.5\n", + " 56\n", + " 62.5\n", " 0\n", " unknown\n", " \n", " \n", " 70-74\n", - " 28\n", - " 44.4\n", - " 63\n", - " 33.3\n", - " 11.1\n", - " 22-Jun\n", - " \n", - " \n", - " 75-79\n", - " 35\n", - " 62.5\n", - " 56\n", - " 50\n", - " 12.5\n", - " 09-Jun\n", + " 21\n", + " 42.9\n", + " 49\n", + " 42.9\n", + " 0\n", + " unknown\n", " \n", " \n", - " 80-84\n", + " 75-79\n", " 21\n", - " 50.0\n", - " 42\n", - " 50\n", + " 33.3\n", + " 63\n", + " 33.3\n", " 0\n", " unknown\n", " \n", " \n", - " 85-89\n", + " 80-84\n", " 28\n", " 57.1\n", " 49\n", @@ -5041,68 +5091,77 @@ " unknown\n", " \n", " \n", + " 85-89\n", + " 35\n", + " 50.0\n", + " 70\n", + " 50\n", + " 0\n", + " unknown\n", + " \n", + " \n", " 90+\n", - " 21\n", - " 42.9\n", - " 49\n", - " 42.9\n", + " 0\n", + " 0.0\n", + " 0\n", + " NaN\n", " 0\n", " unknown\n", " \n", " \n", " ethnicity_6_groups\n", " Black\n", - " 49\n", - " 41.2\n", - " 119\n", - " 41.2\n", + " 70\n", + " 55.6\n", + " 126\n", + " 55.6\n", " 0\n", " unknown\n", " \n", " \n", " Mixed\n", " 70\n", - " 50.0\n", - " 140\n", - " 50\n", + " 47.6\n", + " 147\n", + " 47.6\n", " 0\n", " unknown\n", " \n", " \n", " Other\n", - " 77\n", - " 55.0\n", + " 56\n", + " 40.0\n", " 140\n", - " 50\n", - " 5\n", - " 13-Jul\n", + " 40\n", + " 0\n", + " unknown\n", " \n", " \n", " South Asian\n", - " 56\n", - " 42.1\n", - " 133\n", - " 36.8\n", - " 5.3\n", - " 27-Jul\n", + " 77\n", + " 55.0\n", + " 140\n", + " 55\n", + " 0\n", + " unknown\n", " \n", " \n", " Unknown\n", - " 63\n", - " 52.9\n", - " 119\n", - " 52.9\n", + " 84\n", + " 57.1\n", + " 147\n", + " 57.1\n", " 0\n", " unknown\n", " \n", " \n", " White\n", - " 77\n", - " 52.4\n", - " 147\n", - " 47.6\n", - " 4.8\n", - " 18-Jul\n", + " 49\n", + " 43.8\n", + " 112\n", + " 43.8\n", + " 0\n", + " unknown\n", " \n", " \n", "\n", @@ -5111,115 +5170,119 @@ "text/plain": [ " vaccinated percent total \\\n", "category group \n", - "overall overall 390 49.3 791 \n", - "sex F 203 49.2 413 \n", - " M 189 50.0 378 \n", - "ageband_5yr 0 21 42.9 49 \n", - " 0-15 21 42.9 49 \n", - " 16-29 21 50.0 42 \n", - " 30-34 21 42.9 49 \n", - " 35-39 28 57.1 49 \n", - " 40-44 21 60.0 35 \n", - " 45-49 28 57.1 49 \n", - " 50-54 28 50.0 56 \n", - " 55-59 21 50.0 42 \n", + "overall overall 403 49.6 812 \n", + "sex F 210 49.2 427 \n", + " M 196 50.0 392 \n", + "ageband_5yr 0 0 0.0 7 \n", + " 0-15 28 50.0 56 \n", + " 16-17 28 57.1 49 \n", + " 18-29 35 62.5 56 \n", + " 30-34 28 57.1 49 \n", + " 35-39 21 42.9 49 \n", + " 40-44 21 42.9 49 \n", + " 45-49 35 62.5 56 \n", + " 50-54 28 44.4 63 \n", + " 55-59 28 57.1 49 \n", " 60-64 21 42.9 49 \n", - " 65-69 28 44.4 63 \n", - " 70-74 28 44.4 63 \n", - " 75-79 35 62.5 56 \n", - " 80-84 21 50.0 42 \n", - " 85-89 28 57.1 49 \n", - " 90+ 21 42.9 49 \n", - "ethnicity_6_groups Black 49 41.2 119 \n", - " Mixed 70 50.0 140 \n", - " Other 77 55.0 140 \n", - " South Asian 56 42.1 133 \n", - " Unknown 63 52.9 119 \n", - " White 77 52.4 147 \n", + " 65-69 35 62.5 56 \n", + " 70-74 21 42.9 49 \n", + " 75-79 21 33.3 63 \n", + " 80-84 28 57.1 49 \n", + " 85-89 35 50.0 70 \n", + " 90+ 0 0.0 0 \n", + "ethnicity_6_groups Black 70 55.6 126 \n", + " Mixed 70 47.6 147 \n", + " Other 56 40.0 140 \n", + " South Asian 77 55.0 140 \n", + " Unknown 84 57.1 147 \n", + " White 49 43.8 112 \n", "\n", " vaccinated 7d previous (percent) \\\n", "category group \n", - "overall overall 47.4 \n", + "overall overall 49 \n", "sex F 47.5 \n", - " M 48.1 \n", - "ageband_5yr 0 42.9 \n", - " 0-15 42.9 \n", - " 16-29 50 \n", - " 30-34 42.9 \n", - " 35-39 57.1 \n", - " 40-44 40 \n", - " 45-49 57.1 \n", - " 50-54 50 \n", - " 55-59 50 \n", + " M 48.2 \n", + "ageband_5yr 0 0 \n", + " 0-15 50 \n", + " 16-17 57.1 \n", + " 18-29 62.5 \n", + " 30-34 57.1 \n", + " 35-39 42.9 \n", + " 40-44 42.9 \n", + " 45-49 62.5 \n", + " 50-54 44.4 \n", + " 55-59 57.1 \n", " 60-64 42.9 \n", - " 65-69 44.4 \n", - " 70-74 33.3 \n", - " 75-79 50 \n", - " 80-84 50 \n", - " 85-89 57.1 \n", - " 90+ 42.9 \n", - "ethnicity_6_groups Black 41.2 \n", - " Mixed 50 \n", - " Other 50 \n", - " South Asian 36.8 \n", - " Unknown 52.9 \n", - " White 47.6 \n", + " 65-69 62.5 \n", + " 70-74 42.9 \n", + " 75-79 33.3 \n", + " 80-84 57.1 \n", + " 85-89 50 \n", + " 90+ NaN \n", + "ethnicity_6_groups Black 55.6 \n", + " Mixed 47.6 \n", + " Other 40 \n", + " South Asian 55 \n", + " Unknown 57.1 \n", + " White 43.8 \n", "\n", " Uptake over last 7d (percent) \\\n", "category group \n", - "overall overall 1.9 \n", + "overall overall 0.6 \n", "sex F 1.7 \n", - " M 1.9 \n", + " M 1.8 \n", "ageband_5yr 0 0 \n", " 0-15 0 \n", - " 16-29 0 \n", + " 16-17 0 \n", + " 18-29 0 \n", " 30-34 0 \n", " 35-39 0 \n", - " 40-44 20 \n", + " 40-44 0 \n", " 45-49 0 \n", " 50-54 0 \n", " 55-59 0 \n", " 60-64 0 \n", " 65-69 0 \n", - " 70-74 11.1 \n", - " 75-79 12.5 \n", + " 70-74 0 \n", + " 75-79 0 \n", " 80-84 0 \n", " 85-89 0 \n", " 90+ 0 \n", "ethnicity_6_groups Black 0 \n", " Mixed 0 \n", - " Other 5 \n", - " South Asian 5.3 \n", + " Other 0 \n", + " South Asian 0 \n", " Unknown 0 \n", - " White 4.8 \n", + " White 0 \n", "\n", " Date projected to reach 90% \n", "category group \n", - "overall overall 21-Oct \n", - "sex F 09-Nov \n", - " M 19-Oct \n", + "overall overall unknown \n", + "sex F 18-Feb \n", + " M 05-Feb \n", "ageband_5yr 0 unknown \n", " 0-15 unknown \n", - " 16-29 unknown \n", + " 16-17 unknown \n", + " 18-29 unknown \n", " 30-34 unknown \n", " 35-39 unknown \n", - " 40-44 04-Jun \n", + " 40-44 unknown \n", " 45-49 unknown \n", " 50-54 unknown \n", " 55-59 unknown \n", " 60-64 unknown \n", " 65-69 unknown \n", - " 70-74 22-Jun \n", - " 75-79 09-Jun \n", + " 70-74 unknown \n", + " 75-79 unknown \n", " 80-84 unknown \n", " 85-89 unknown \n", " 90+ unknown \n", "ethnicity_6_groups Black unknown \n", " Mixed unknown \n", - " Other 13-Jul \n", - " South Asian 27-Jul \n", + " Other unknown \n", + " South Asian unknown \n", " Unknown unknown \n", - " White 18-Jul " + " White unknown " ] }, "metadata": {}, @@ -5240,7 +5303,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (first dose) among **60-64** population up to 25 May 2021" + "## COVID vaccination rollout (first dose) among **60-64** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -5306,31 +5369,31 @@ " \n", " overall\n", " overall\n", - " 1307\n", - " 48.9\n", - " 2674\n", - " 47\n", - " 1.9\n", - " 23-Oct\n", + " 1309\n", + " 48.4\n", + " 2702\n", + " 47.2\n", + " 1.2\n", + " unknown\n", " \n", " \n", " sex\n", " F\n", - " 658\n", - " 48.2\n", - " 1365\n", - " 46.7\n", - " 1.5\n", + " 665\n", + " 48.5\n", + " 1372\n", + " 47.4\n", + " 1.1\n", " unknown\n", " \n", " \n", " M\n", " 644\n", - " 49.2\n", - " 1309\n", - " 47.1\n", - " 2.1\n", - " 08-Oct\n", + " 48.2\n", + " 1337\n", + " 46.6\n", + " 1.6\n", + " unknown\n", " \n", " \n", " ethnicity_6_groups\n", @@ -5338,244 +5401,244 @@ " 203\n", " 46.0\n", " 441\n", - " 44.4\n", - " 1.6\n", + " 46\n", + " 0\n", " unknown\n", " \n", " \n", " Mixed\n", - " 210\n", - " 48.4\n", - " 434\n", - " 46.8\n", - " 1.6\n", - " unknown\n", + " 238\n", + " 48.6\n", + " 490\n", + " 45.7\n", + " 2.9\n", + " 11-Dec\n", " \n", " \n", " Other\n", - " 245\n", - " 51.5\n", - " 476\n", - " 48.5\n", - " 3\n", - " 22-Aug\n", + " 217\n", + " 47.0\n", + " 462\n", + " 47\n", + " 0\n", + " unknown\n", " \n", " \n", " South Asian\n", - " 210\n", - " 46.9\n", + " 238\n", + " 53.1\n", " 448\n", - " 45.3\n", - " 1.6\n", - " unknown\n", + " 51.6\n", + " 1.5\n", + " 22-Feb\n", " \n", " \n", " Unknown\n", - " 217\n", - " 51.7\n", - " 420\n", - " 50\n", - " 1.7\n", - " 29-Oct\n", + " 196\n", + " 47.5\n", + " 413\n", + " 47.5\n", + " 0\n", + " unknown\n", " \n", " \n", " White\n", - " 224\n", - " 50.0\n", - " 448\n", + " 217\n", " 48.4\n", - " 1.6\n", + " 448\n", + " 46.9\n", + " 1.5\n", " unknown\n", " \n", " \n", " ethnicity_16_groups\n", " African\n", - " 63\n", - " 45.0\n", - " 140\n", - " 45\n", + " 70\n", + " 43.5\n", + " 161\n", + " 43.5\n", " 0\n", " unknown\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", " 77\n", - " 50.0\n", - " 154\n", - " 50\n", + " 55.0\n", + " 140\n", + " 55\n", " 0\n", " unknown\n", " \n", " \n", " Caribbean\n", " 63\n", - " 47.4\n", - " 133\n", - " 47.4\n", + " 52.9\n", + " 119\n", + " 52.9\n", " 0\n", " unknown\n", " \n", " \n", " Chinese\n", - " 56\n", - " 47.1\n", - " 119\n", - " 41.2\n", - " 5.9\n", - " 14-Jul\n", + " 63\n", + " 42.9\n", + " 147\n", + " 42.9\n", + " 0\n", + " unknown\n", " \n", " \n", " Other\n", - " 56\n", + " 70\n", " 50.0\n", - " 112\n", - " 43.8\n", - " 6.2\n", - " 09-Jul\n", + " 140\n", + " 45\n", + " 5\n", + " 29-Oct\n", " \n", " \n", " Other Asian\n", " 84\n", - " 50.0\n", - " 168\n", - " 50\n", + " 52.2\n", + " 161\n", + " 52.2\n", " 0\n", " unknown\n", " \n", " \n", " British or Mixed British\n", - " 70\n", - " 50.0\n", - " 140\n", - " 45\n", - " 5\n", - " 20-Jul\n", + " 56\n", + " 44.4\n", + " 126\n", + " 44.4\n", + " 0\n", + " unknown\n", " \n", " \n", " Indian or British Indian\n", " 63\n", - " 47.4\n", - " 133\n", - " 47.4\n", + " 45.0\n", + " 140\n", + " 45\n", " 0\n", " unknown\n", " \n", " \n", " Irish\n", - " 77\n", - " 57.9\n", - " 133\n", - " 52.6\n", - " 5.3\n", - " 06-Jul\n", + " 70\n", + " 50.0\n", + " 140\n", + " 50\n", + " 0\n", + " unknown\n", " \n", " \n", " Other Black\n", - " 63\n", - " 42.9\n", + " 70\n", + " 47.6\n", " 147\n", - " 42.9\n", + " 47.6\n", " 0\n", " unknown\n", " \n", " \n", " Other White\n", - " 70\n", - " 47.6\n", - " 147\n", - " 42.9\n", - " 4.7\n", - " 27-Jul\n", - " \n", - " \n", - " Other mixed\n", " 56\n", - " 50.0\n", - " 112\n", - " 50\n", + " 42.1\n", + " 133\n", + " 42.1\n", " 0\n", " unknown\n", " \n", " \n", + " Other mixed\n", + " 63\n", + " 47.4\n", + " 133\n", + " 42.1\n", + " 5.3\n", + " 29-Oct\n", + " \n", + " \n", " Pakistani or British Pakistani\n", " 77\n", - " 55.0\n", - " 140\n", - " 55\n", + " 50.0\n", + " 154\n", + " 50\n", " 0\n", " unknown\n", " \n", " \n", " Unknown\n", - " 217\n", - " 53.4\n", - " 406\n", - " 50\n", - " 3.4\n", - " 08-Aug\n", + " 210\n", + " 50.8\n", + " 413\n", + " 49.2\n", + " 1.6\n", + " 21-Feb\n", " \n", " \n", " White + Asian\n", " 70\n", - " 47.6\n", - " 147\n", - " 47.6\n", + " 43.5\n", + " 161\n", + " 43.5\n", " 0\n", " unknown\n", " \n", " \n", " White + Black African\n", - " 84\n", - " 48.0\n", - " 175\n", - " 44\n", - " 4\n", - " 06-Aug\n", + " 70\n", + " 45.5\n", + " 154\n", + " 40.9\n", + " 4.6\n", + " 09-Nov\n", " \n", " \n", " White + Black Caribbean\n", - " 70\n", - " 41.7\n", - " 168\n", - " 41.7\n", + " 77\n", + " 57.9\n", + " 133\n", + " 57.9\n", " 0\n", " unknown\n", " \n", " \n", " imd_categories\n", " 1 Most deprived\n", - " 259\n", - " 49.3\n", - " 525\n", - " 48\n", - " 1.3\n", + " 245\n", + " 50.0\n", + " 490\n", + " 50\n", + " 0\n", " unknown\n", " \n", " \n", " 2\n", - " 245\n", - " 47.9\n", - " 511\n", - " 46.6\n", - " 1.3\n", + " 252\n", + " 47.4\n", + " 532\n", + " 47.4\n", + " 0\n", " unknown\n", " \n", " \n", " 3\n", - " 252\n", - " 48.0\n", - " 525\n", - " 45.3\n", + " 231\n", + " 44.6\n", + " 518\n", + " 41.9\n", " 2.7\n", - " 10-Sep\n", + " 29-Dec\n", " \n", " \n", " 4\n", - " 238\n", - " 50.0\n", - " 476\n", - " 48.5\n", - " 1.5\n", + " 259\n", + " 48.1\n", + " 539\n", + " 48.1\n", + " 0\n", " unknown\n", " \n", " \n", @@ -5583,85 +5646,85 @@ " 259\n", " 50.7\n", " 511\n", - " 47.9\n", - " 2.8\n", - " 31-Aug\n", + " 49.3\n", + " 1.4\n", + " unknown\n", " \n", " \n", " Unknown\n", " 63\n", " 56.2\n", " 112\n", - " 50\n", - " 6.2\n", - " 02-Jul\n", + " 56.2\n", + " 0\n", + " unknown\n", " \n", " \n", " bmi\n", " 30+\n", - " 392\n", - " 49.1\n", - " 798\n", - " 46.5\n", - " 2.6\n", - " 12-Sep\n", + " 371\n", + " 46.9\n", + " 791\n", + " 45.1\n", + " 1.8\n", + " 17-Feb\n", " \n", " \n", " under 30\n", - " 917\n", - " 48.9\n", - " 1876\n", - " 47\n", - " 1.9\n", - " 23-Oct\n", + " 938\n", + " 49.1\n", + " 1911\n", + " 48.4\n", + " 0.7\n", + " unknown\n", " \n", " \n", " chronic_cardiac_disease\n", " no\n", " 1295\n", - " 48.8\n", - " 2653\n", - " 47\n", - " 1.8\n", - " 01-Nov\n", + " 48.4\n", + " 2674\n", + " 47.1\n", + " 1.3\n", + " unknown\n", " \n", " \n", " yes\n", - " 7\n", - " 33.3\n", - " 21\n", - " 33.3\n", + " 14\n", + " 50.0\n", + " 28\n", + " 50\n", " 0\n", " unknown\n", " \n", " \n", " current_copd\n", " no\n", - " 1295\n", - " 48.9\n", - " 2646\n", - " 47.1\n", - " 1.8\n", - " 31-Oct\n", + " 1302\n", + " 48.6\n", + " 2681\n", + " 47.3\n", + " 1.3\n", + " unknown\n", " \n", " \n", " yes\n", - " 14\n", - " 50.0\n", - " 28\n", - " 50\n", + " 7\n", + " 33.3\n", + " 21\n", + " 33.3\n", " 0\n", " unknown\n", " \n", " \n", " dmards\n", " no\n", - " 1288\n", - " 48.8\n", - " 2639\n", - " 46.9\n", - " 1.9\n", - " 23-Oct\n", + " 1295\n", + " 48.4\n", + " 2674\n", + " 47.1\n", + " 1.3\n", + " unknown\n", " \n", " \n", " yes\n", @@ -5676,18 +5739,18 @@ " dementia\n", " no\n", " 1295\n", - " 48.8\n", - " 2653\n", + " 48.3\n", + " 2681\n", " 47\n", - " 1.8\n", - " 01-Nov\n", + " 1.3\n", + " unknown\n", " \n", " \n", " yes\n", - " 7\n", - " 33.3\n", - " 21\n", - " 33.3\n", + " 14\n", + " 50.0\n", + " 28\n", + " 50\n", " 0\n", " unknown\n", " \n", @@ -5695,18 +5758,18 @@ " psychosis_schiz_bipolar\n", " no\n", " 1295\n", - " 48.9\n", - " 2646\n", - " 47.1\n", - " 1.8\n", - " 31-Oct\n", + " 48.3\n", + " 2681\n", + " 47\n", + " 1.3\n", + " unknown\n", " \n", " \n", " yes\n", " 14\n", - " 50.0\n", - " 28\n", - " 50\n", + " 66.7\n", + " 21\n", + " 66.7\n", " 0\n", " unknown\n", " \n", @@ -5714,94 +5777,94 @@ " ssri\n", " no\n", " 1295\n", - " 49.1\n", - " 2639\n", - " 46.9\n", - " 2.2\n", - " 02-Oct\n", + " 48.6\n", + " 2667\n", + " 47.2\n", + " 1.4\n", + " unknown\n", " \n", " \n", " yes\n", " 14\n", - " 50.0\n", - " 28\n", - " 50\n", + " 40.0\n", + " 35\n", + " 40\n", " 0\n", " unknown\n", " \n", " \n", " chemo_or_radio\n", " no\n", - " 1288\n", - " 48.8\n", - " 2639\n", - " 46.9\n", - " 1.9\n", - " 23-Oct\n", + " 1295\n", + " 48.3\n", + " 2681\n", + " 47.3\n", + " 1\n", + " unknown\n", " \n", " \n", " yes\n", - " 21\n", - " 60.0\n", - " 35\n", - " 40\n", - " 20\n", - " 04-Jun\n", + " 14\n", + " 50.0\n", + " 28\n", + " 50\n", + " 0\n", + " unknown\n", " \n", " \n", " lung_cancer\n", " no\n", " 1302\n", - " 48.9\n", - " 2660\n", - " 47.1\n", - " 1.8\n", - " 31-Oct\n", - " \n", + " 48.6\n", + " 2681\n", + " 47.3\n", + " 1.3\n", + " unknown\n", + " \n", " \n", " yes\n", - " 0\n", - " 0.0\n", - " 14\n", - " 0\n", + " 7\n", + " 33.3\n", + " 21\n", + " 33.3\n", " 0\n", " unknown\n", " \n", " \n", " cancer_excl_lung_and_haem\n", " no\n", - " 1302\n", - " 49.2\n", - " 2646\n", + " 1281\n", + " 48.2\n", + " 2660\n", " 47.1\n", - " 2.1\n", - " 08-Oct\n", + " 1.1\n", + " unknown\n", " \n", " \n", " yes\n", - " 7\n", - " 33.3\n", - " 21\n", - " 33.3\n", - " 0\n", - " unknown\n", + " 28\n", + " 66.7\n", + " 42\n", + " 50\n", + " 16.7\n", + " 12-Sep\n", " \n", " \n", " haematological_cancer\n", " no\n", " 1295\n", - " 49.1\n", - " 2639\n", - " 46.9\n", - " 2.2\n", - " 02-Oct\n", + " 48.3\n", + " 2681\n", + " 47.3\n", + " 1\n", + " unknown\n", " \n", " \n", " yes\n", " 14\n", - " 40.0\n", - " 35\n", - " 40\n", + " 66.7\n", + " 21\n", + " 66.7\n", " 0\n", " unknown\n", " \n", @@ -5812,287 +5875,287 @@ "text/plain": [ " vaccinated \\\n", "category group \n", - "overall overall 1307 \n", - "sex F 658 \n", + "overall overall 1309 \n", + "sex F 665 \n", " M 644 \n", "ethnicity_6_groups Black 203 \n", - " Mixed 210 \n", - " Other 245 \n", - " South Asian 210 \n", - " Unknown 217 \n", - " White 224 \n", - "ethnicity_16_groups African 63 \n", + " Mixed 238 \n", + " Other 217 \n", + " South Asian 238 \n", + " Unknown 196 \n", + " White 217 \n", + "ethnicity_16_groups African 70 \n", " Bangladeshi or British Bangladeshi 77 \n", " Caribbean 63 \n", - " Chinese 56 \n", - " Other 56 \n", + " Chinese 63 \n", + " Other 70 \n", " Other Asian 84 \n", - " British or Mixed British 70 \n", + " British or Mixed British 56 \n", " Indian or British Indian 63 \n", - " Irish 77 \n", - " Other Black 63 \n", - " Other White 70 \n", - " Other mixed 56 \n", + " Irish 70 \n", + " Other Black 70 \n", + " Other White 56 \n", + " Other mixed 63 \n", " Pakistani or British Pakistani 77 \n", - " Unknown 217 \n", + " Unknown 210 \n", " White + Asian 70 \n", - " White + Black African 84 \n", - " White + Black Caribbean 70 \n", - "imd_categories 1 Most deprived 259 \n", - " 2 245 \n", - " 3 252 \n", - " 4 238 \n", + " White + Black African 70 \n", + " White + Black Caribbean 77 \n", + "imd_categories 1 Most deprived 245 \n", + " 2 252 \n", + " 3 231 \n", + " 4 259 \n", " 5 Least deprived 259 \n", " Unknown 63 \n", - "bmi 30+ 392 \n", - " under 30 917 \n", + "bmi 30+ 371 \n", + " under 30 938 \n", "chronic_cardiac_disease no 1295 \n", - " yes 7 \n", - "current_copd no 1295 \n", " yes 14 \n", - "dmards no 1288 \n", + "current_copd no 1302 \n", + " yes 7 \n", + "dmards no 1295 \n", " yes 14 \n", "dementia no 1295 \n", - " yes 7 \n", + " yes 14 \n", "psychosis_schiz_bipolar no 1295 \n", " yes 14 \n", "ssri no 1295 \n", " yes 14 \n", - "chemo_or_radio no 1288 \n", - " yes 21 \n", + "chemo_or_radio no 1295 \n", + " yes 14 \n", "lung_cancer no 1302 \n", - " yes 0 \n", - "cancer_excl_lung_and_haem no 1302 \n", " yes 7 \n", + "cancer_excl_lung_and_haem no 1281 \n", + " yes 28 \n", "haematological_cancer no 1295 \n", " yes 14 \n", "\n", " percent total \\\n", "category group \n", - "overall overall 48.9 2674 \n", - "sex F 48.2 1365 \n", - " M 49.2 1309 \n", + "overall overall 48.4 2702 \n", + "sex F 48.5 1372 \n", + " M 48.2 1337 \n", "ethnicity_6_groups Black 46.0 441 \n", - " Mixed 48.4 434 \n", - " Other 51.5 476 \n", - " South Asian 46.9 448 \n", - " Unknown 51.7 420 \n", - " White 50.0 448 \n", - "ethnicity_16_groups African 45.0 140 \n", - " Bangladeshi or British Bangladeshi 50.0 154 \n", - " Caribbean 47.4 133 \n", - " Chinese 47.1 119 \n", - " Other 50.0 112 \n", - " Other Asian 50.0 168 \n", - " British or Mixed British 50.0 140 \n", - " Indian or British Indian 47.4 133 \n", - " Irish 57.9 133 \n", - " Other Black 42.9 147 \n", - " Other White 47.6 147 \n", - " Other mixed 50.0 112 \n", - " Pakistani or British Pakistani 55.0 140 \n", - " Unknown 53.4 406 \n", - " White + Asian 47.6 147 \n", - " White + Black African 48.0 175 \n", - " White + Black Caribbean 41.7 168 \n", - "imd_categories 1 Most deprived 49.3 525 \n", - " 2 47.9 511 \n", - " 3 48.0 525 \n", - " 4 50.0 476 \n", + " Mixed 48.6 490 \n", + " Other 47.0 462 \n", + " South Asian 53.1 448 \n", + " Unknown 47.5 413 \n", + " White 48.4 448 \n", + "ethnicity_16_groups African 43.5 161 \n", + " Bangladeshi or British Bangladeshi 55.0 140 \n", + " Caribbean 52.9 119 \n", + " Chinese 42.9 147 \n", + " Other 50.0 140 \n", + " Other Asian 52.2 161 \n", + " British or Mixed British 44.4 126 \n", + " Indian or British Indian 45.0 140 \n", + " Irish 50.0 140 \n", + " Other Black 47.6 147 \n", + " Other White 42.1 133 \n", + " Other mixed 47.4 133 \n", + " Pakistani or British Pakistani 50.0 154 \n", + " Unknown 50.8 413 \n", + " White + Asian 43.5 161 \n", + " White + Black African 45.5 154 \n", + " White + Black Caribbean 57.9 133 \n", + "imd_categories 1 Most deprived 50.0 490 \n", + " 2 47.4 532 \n", + " 3 44.6 518 \n", + " 4 48.1 539 \n", " 5 Least deprived 50.7 511 \n", " Unknown 56.2 112 \n", - "bmi 30+ 49.1 798 \n", - " under 30 48.9 1876 \n", - "chronic_cardiac_disease no 48.8 2653 \n", - " yes 33.3 21 \n", - "current_copd no 48.9 2646 \n", + "bmi 30+ 46.9 791 \n", + " under 30 49.1 1911 \n", + "chronic_cardiac_disease no 48.4 2674 \n", " yes 50.0 28 \n", - "dmards no 48.8 2639 \n", - " yes 40.0 35 \n", - "dementia no 48.8 2653 \n", + "current_copd no 48.6 2681 \n", " yes 33.3 21 \n", - "psychosis_schiz_bipolar no 48.9 2646 \n", + "dmards no 48.4 2674 \n", + " yes 40.0 35 \n", + "dementia no 48.3 2681 \n", " yes 50.0 28 \n", - "ssri no 49.1 2639 \n", + "psychosis_schiz_bipolar no 48.3 2681 \n", + " yes 66.7 21 \n", + "ssri no 48.6 2667 \n", + " yes 40.0 35 \n", + "chemo_or_radio no 48.3 2681 \n", " yes 50.0 28 \n", - "chemo_or_radio no 48.8 2639 \n", - " yes 60.0 35 \n", - "lung_cancer no 48.9 2660 \n", - " yes 0.0 14 \n", - "cancer_excl_lung_and_haem no 49.2 2646 \n", + "lung_cancer no 48.6 2681 \n", " yes 33.3 21 \n", - "haematological_cancer no 49.1 2639 \n", - " yes 40.0 35 \n", + "cancer_excl_lung_and_haem no 48.2 2660 \n", + " yes 66.7 42 \n", + "haematological_cancer no 48.3 2681 \n", + " yes 66.7 21 \n", "\n", " vaccinated 7d previous (percent) \\\n", "category group \n", - "overall overall 47 \n", - "sex F 46.7 \n", - " M 47.1 \n", - "ethnicity_6_groups Black 44.4 \n", - " Mixed 46.8 \n", - " Other 48.5 \n", - " South Asian 45.3 \n", - " Unknown 50 \n", - " White 48.4 \n", - "ethnicity_16_groups African 45 \n", - " Bangladeshi or British Bangladeshi 50 \n", - " Caribbean 47.4 \n", - " Chinese 41.2 \n", - " Other 43.8 \n", - " Other Asian 50 \n", - " British or Mixed British 45 \n", - " Indian or British Indian 47.4 \n", - " Irish 52.6 \n", - " Other Black 42.9 \n", - " Other White 42.9 \n", - " Other mixed 50 \n", - " Pakistani or British Pakistani 55 \n", - " Unknown 50 \n", - " White + Asian 47.6 \n", - " White + Black African 44 \n", - " White + Black Caribbean 41.7 \n", - "imd_categories 1 Most deprived 48 \n", - " 2 46.6 \n", - " 3 45.3 \n", - " 4 48.5 \n", - " 5 Least deprived 47.9 \n", - " Unknown 50 \n", - "bmi 30+ 46.5 \n", - " under 30 47 \n", - "chronic_cardiac_disease no 47 \n", - " yes 33.3 \n", - "current_copd no 47.1 \n", + "overall overall 47.2 \n", + "sex F 47.4 \n", + " M 46.6 \n", + "ethnicity_6_groups Black 46 \n", + " Mixed 45.7 \n", + " Other 47 \n", + " South Asian 51.6 \n", + " Unknown 47.5 \n", + " White 46.9 \n", + "ethnicity_16_groups African 43.5 \n", + " Bangladeshi or British Bangladeshi 55 \n", + " Caribbean 52.9 \n", + " Chinese 42.9 \n", + " Other 45 \n", + " Other Asian 52.2 \n", + " British or Mixed British 44.4 \n", + " Indian or British Indian 45 \n", + " Irish 50 \n", + " Other Black 47.6 \n", + " Other White 42.1 \n", + " Other mixed 42.1 \n", + " Pakistani or British Pakistani 50 \n", + " Unknown 49.2 \n", + " White + Asian 43.5 \n", + " White + Black African 40.9 \n", + " White + Black Caribbean 57.9 \n", + "imd_categories 1 Most deprived 50 \n", + " 2 47.4 \n", + " 3 41.9 \n", + " 4 48.1 \n", + " 5 Least deprived 49.3 \n", + " Unknown 56.2 \n", + "bmi 30+ 45.1 \n", + " under 30 48.4 \n", + "chronic_cardiac_disease no 47.1 \n", " yes 50 \n", - "dmards no 46.9 \n", + "current_copd no 47.3 \n", + " yes 33.3 \n", + "dmards no 47.1 \n", " yes 40 \n", "dementia no 47 \n", - " yes 33.3 \n", - "psychosis_schiz_bipolar no 47.1 \n", " yes 50 \n", - "ssri no 46.9 \n", - " yes 50 \n", - "chemo_or_radio no 46.9 \n", + "psychosis_schiz_bipolar no 47 \n", + " yes 66.7 \n", + "ssri no 47.2 \n", " yes 40 \n", - "lung_cancer no 47.1 \n", - " yes 0 \n", - "cancer_excl_lung_and_haem no 47.1 \n", + "chemo_or_radio no 47.3 \n", + " yes 50 \n", + "lung_cancer no 47.3 \n", " yes 33.3 \n", - "haematological_cancer no 46.9 \n", - " yes 40 \n", + "cancer_excl_lung_and_haem no 47.1 \n", + " yes 50 \n", + "haematological_cancer no 47.3 \n", + " yes 66.7 \n", "\n", " Uptake over last 7d (percent) \\\n", "category group \n", - "overall overall 1.9 \n", - "sex F 1.5 \n", - " M 2.1 \n", - "ethnicity_6_groups Black 1.6 \n", - " Mixed 1.6 \n", - " Other 3 \n", - " South Asian 1.6 \n", - " Unknown 1.7 \n", - " White 1.6 \n", + "overall overall 1.2 \n", + "sex F 1.1 \n", + " M 1.6 \n", + "ethnicity_6_groups Black 0 \n", + " Mixed 2.9 \n", + " Other 0 \n", + " South Asian 1.5 \n", + " Unknown 0 \n", + " White 1.5 \n", "ethnicity_16_groups African 0 \n", " Bangladeshi or British Bangladeshi 0 \n", " Caribbean 0 \n", - " Chinese 5.9 \n", - " Other 6.2 \n", + " Chinese 0 \n", + " Other 5 \n", " Other Asian 0 \n", - " British or Mixed British 5 \n", + " British or Mixed British 0 \n", " Indian or British Indian 0 \n", - " Irish 5.3 \n", + " Irish 0 \n", " Other Black 0 \n", - " Other White 4.7 \n", - " Other mixed 0 \n", + " Other White 0 \n", + " Other mixed 5.3 \n", " Pakistani or British Pakistani 0 \n", - " Unknown 3.4 \n", + " Unknown 1.6 \n", " White + Asian 0 \n", - " White + Black African 4 \n", + " White + Black African 4.6 \n", " White + Black Caribbean 0 \n", - "imd_categories 1 Most deprived 1.3 \n", - " 2 1.3 \n", + "imd_categories 1 Most deprived 0 \n", + " 2 0 \n", " 3 2.7 \n", - " 4 1.5 \n", - " 5 Least deprived 2.8 \n", - " Unknown 6.2 \n", - "bmi 30+ 2.6 \n", - " under 30 1.9 \n", - "chronic_cardiac_disease no 1.8 \n", + " 4 0 \n", + " 5 Least deprived 1.4 \n", + " Unknown 0 \n", + "bmi 30+ 1.8 \n", + " under 30 0.7 \n", + "chronic_cardiac_disease no 1.3 \n", " yes 0 \n", - "current_copd no 1.8 \n", + "current_copd no 1.3 \n", " yes 0 \n", - "dmards no 1.9 \n", + "dmards no 1.3 \n", " yes 0 \n", - "dementia no 1.8 \n", + "dementia no 1.3 \n", " yes 0 \n", - "psychosis_schiz_bipolar no 1.8 \n", + "psychosis_schiz_bipolar no 1.3 \n", " yes 0 \n", - "ssri no 2.2 \n", + "ssri no 1.4 \n", " yes 0 \n", - "chemo_or_radio no 1.9 \n", - " yes 20 \n", - "lung_cancer no 1.8 \n", + "chemo_or_radio no 1 \n", " yes 0 \n", - "cancer_excl_lung_and_haem no 2.1 \n", + "lung_cancer no 1.3 \n", " yes 0 \n", - "haematological_cancer no 2.2 \n", + "cancer_excl_lung_and_haem no 1.1 \n", + " yes 16.7 \n", + "haematological_cancer no 1 \n", " yes 0 \n", "\n", " Date projected to reach 90% \n", "category group \n", - "overall overall 23-Oct \n", + "overall overall unknown \n", "sex F unknown \n", - " M 08-Oct \n", + " M unknown \n", "ethnicity_6_groups Black unknown \n", - " Mixed unknown \n", - " Other 22-Aug \n", - " South Asian unknown \n", - " Unknown 29-Oct \n", + " Mixed 11-Dec \n", + " Other unknown \n", + " South Asian 22-Feb \n", + " Unknown unknown \n", " White unknown \n", "ethnicity_16_groups African unknown \n", " Bangladeshi or British Bangladeshi unknown \n", " Caribbean unknown \n", - " Chinese 14-Jul \n", - " Other 09-Jul \n", + " Chinese unknown \n", + " Other 29-Oct \n", " Other Asian unknown \n", - " British or Mixed British 20-Jul \n", + " British or Mixed British unknown \n", " Indian or British Indian unknown \n", - " Irish 06-Jul \n", + " Irish unknown \n", " Other Black unknown \n", - " Other White 27-Jul \n", - " Other mixed unknown \n", + " Other White unknown \n", + " Other mixed 29-Oct \n", " Pakistani or British Pakistani unknown \n", - " Unknown 08-Aug \n", + " Unknown 21-Feb \n", " White + Asian unknown \n", - " White + Black African 06-Aug \n", + " White + Black African 09-Nov \n", " White + Black Caribbean unknown \n", "imd_categories 1 Most deprived unknown \n", " 2 unknown \n", - " 3 10-Sep \n", + " 3 29-Dec \n", " 4 unknown \n", - " 5 Least deprived 31-Aug \n", - " Unknown 02-Jul \n", - "bmi 30+ 12-Sep \n", - " under 30 23-Oct \n", - "chronic_cardiac_disease no 01-Nov \n", + " 5 Least deprived unknown \n", + " Unknown unknown \n", + "bmi 30+ 17-Feb \n", + " under 30 unknown \n", + "chronic_cardiac_disease no unknown \n", " yes unknown \n", - "current_copd no 31-Oct \n", + "current_copd no unknown \n", " yes unknown \n", - "dmards no 23-Oct \n", + "dmards no unknown \n", " yes unknown \n", - "dementia no 01-Nov \n", + "dementia no unknown \n", " yes unknown \n", - "psychosis_schiz_bipolar no 31-Oct \n", + "psychosis_schiz_bipolar no unknown \n", " yes unknown \n", - "ssri no 02-Oct \n", + "ssri no unknown \n", " yes unknown \n", - "chemo_or_radio no 23-Oct \n", - " yes 04-Jun \n", - "lung_cancer no 31-Oct \n", + "chemo_or_radio no unknown \n", " yes unknown \n", - "cancer_excl_lung_and_haem no 08-Oct \n", + "lung_cancer no unknown \n", " yes unknown \n", - "haematological_cancer no 02-Oct \n", + "cancer_excl_lung_and_haem no unknown \n", + " yes 12-Sep \n", + "haematological_cancer no unknown \n", " yes unknown " ] }, @@ -6114,7 +6177,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (first dose) among **55-59** population up to 25 May 2021" + "## COVID vaccination rollout (first dose) among **55-59** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -6180,330 +6243,330 @@ " \n", " overall\n", " overall\n", - " 1481\n", - " 49.0\n", - " 3024\n", - " 46.7\n", - " 2.3\n", - " 26-Sep\n", + " 1531\n", + " 51.3\n", + " 2982\n", + " 50.1\n", + " 1.2\n", + " unknown\n", " \n", " \n", " sex\n", " F\n", - " 763\n", - " 49.1\n", + " 812\n", + " 52.3\n", " 1554\n", - " 46.8\n", - " 2.3\n", - " 26-Sep\n", + " 51.4\n", + " 0.9\n", + " unknown\n", " \n", " \n", " M\n", " 721\n", - " 49.0\n", - " 1470\n", - " 46.2\n", - " 2.8\n", - " 04-Sep\n", + " 50.5\n", + " 1428\n", + " 49\n", + " 1.5\n", + " unknown\n", " \n", " \n", " ethnicity_6_groups\n", " Black\n", - " 259\n", - " 54.4\n", - " 476\n", + " 252\n", + " 51.4\n", + " 490\n", " 50\n", - " 4.4\n", - " 20-Jul\n", + " 1.4\n", + " unknown\n", " \n", " \n", " Mixed\n", - " 287\n", - " 51.2\n", - " 560\n", - " 48.8\n", - " 2.4\n", - " 15-Sep\n", + " 273\n", + " 54.2\n", + " 504\n", + " 52.8\n", + " 1.4\n", + " unknown\n", " \n", " \n", " Other\n", - " 252\n", - " 46.8\n", + " 266\n", + " 49.4\n", " 539\n", - " 44.2\n", - " 2.6\n", - " 18-Sep\n", + " 48.1\n", + " 1.3\n", + " unknown\n", " \n", " \n", " South Asian\n", - " 231\n", - " 45.8\n", - " 504\n", - " 43.1\n", - " 2.7\n", - " 16-Sep\n", + " 266\n", + " 51.4\n", + " 518\n", + " 51.4\n", + " 0\n", + " unknown\n", " \n", " \n", " Unknown\n", - " 217\n", - " 47.7\n", - " 455\n", - " 47.7\n", - " 0\n", - " unknown\n", + " 231\n", + " 52.4\n", + " 441\n", + " 50.8\n", + " 1.6\n", + " 14-Feb\n", " \n", " \n", " White\n", - " 231\n", - " 47.8\n", - " 483\n", - " 46.4\n", - " 1.4\n", - " unknown\n", + " 245\n", + " 50.0\n", + " 490\n", + " 47.1\n", + " 2.9\n", + " 08-Dec\n", " \n", " \n", " ethnicity_16_groups\n", " African\n", - " 84\n", - " 52.2\n", - " 161\n", - " 47.8\n", - " 4.4\n", - " 24-Jul\n", + " 98\n", + " 53.8\n", + " 182\n", + " 53.8\n", + " 0\n", + " unknown\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", - " 70\n", - " 55.6\n", - " 126\n", - " 50\n", - " 5.6\n", - " 07-Jul\n", + " 77\n", + " 47.8\n", + " 161\n", + " 47.8\n", + " 0\n", + " unknown\n", " \n", " \n", " Caribbean\n", - " 63\n", - " 42.9\n", - " 147\n", - " 42.9\n", + " 70\n", + " 52.6\n", + " 133\n", + " 52.6\n", " 0\n", " unknown\n", " \n", " \n", " Chinese\n", - " 91\n", - " 54.2\n", - " 168\n", - " 54.2\n", + " 84\n", + " 52.2\n", + " 161\n", + " 52.2\n", " 0\n", " unknown\n", " \n", " \n", " Other\n", - " 84\n", - " 50.0\n", - " 168\n", - " 45.8\n", - " 4.2\n", - " 30-Jul\n", + " 91\n", + " 56.5\n", + " 161\n", + " 56.5\n", + " 0\n", + " unknown\n", " \n", " \n", " Other Asian\n", - " 84\n", - " 52.2\n", - " 161\n", - " 47.8\n", - " 4.4\n", - " 24-Jul\n", + " 70\n", + " 41.7\n", + " 168\n", + " 37.5\n", + " 4.2\n", + " 22-Nov\n", " \n", " \n", " British or Mixed British\n", " 91\n", - " 56.5\n", - " 161\n", - " 47.8\n", - " 8.7\n", - " 20-Jun\n", + " 54.2\n", + " 168\n", + " 54.2\n", + " 0\n", + " unknown\n", " \n", " \n", " Indian or British Indian\n", - " 84\n", - " 48.0\n", - " 175\n", - " 48\n", + " 98\n", + " 58.3\n", + " 168\n", + " 58.3\n", " 0\n", " unknown\n", " \n", " \n", " Irish\n", " 70\n", - " 41.7\n", - " 168\n", - " 41.7\n", + " 50.0\n", + " 140\n", + " 50\n", " 0\n", " unknown\n", " \n", " \n", " Other Black\n", - " 91\n", - " 50.0\n", - " 182\n", - " 46.2\n", - " 3.8\n", - " 06-Aug\n", + " 63\n", + " 47.4\n", + " 133\n", + " 47.4\n", + " 0\n", + " unknown\n", " \n", " \n", " Other White\n", - " 84\n", - " 52.2\n", - " 161\n", - " 47.8\n", - " 4.4\n", - " 24-Jul\n", + " 91\n", + " 54.2\n", + " 168\n", + " 54.2\n", + " 0\n", + " unknown\n", " \n", " \n", " Other mixed\n", - " 77\n", - " 47.8\n", - " 161\n", - " 43.5\n", - " 4.3\n", - " 01-Aug\n", + " 63\n", + " 42.9\n", + " 147\n", + " 42.9\n", + " 0\n", + " unknown\n", " \n", " \n", " Pakistani or British Pakistani\n", - " 84\n", - " 44.4\n", - " 189\n", - " 44.4\n", + " 77\n", + " 45.8\n", + " 168\n", + " 45.8\n", " 0\n", " unknown\n", " \n", " \n", " Unknown\n", - " 210\n", - " 48.4\n", - " 434\n", - " 46.8\n", - " 1.6\n", + " 217\n", + " 50.8\n", + " 427\n", + " 50.8\n", + " 0\n", " unknown\n", " \n", " \n", " White + Asian\n", - " 70\n", - " 47.6\n", - " 147\n", - " 47.6\n", + " 77\n", + " 50.0\n", + " 154\n", + " 50\n", " 0\n", " unknown\n", " \n", " \n", " White + Black African\n", - " 77\n", - " 47.8\n", - " 161\n", - " 47.8\n", + " 84\n", + " 50.0\n", + " 168\n", + " 50\n", " 0\n", " unknown\n", " \n", " \n", " White + Black Caribbean\n", - " 77\n", - " 47.8\n", - " 161\n", - " 43.5\n", - " 4.3\n", - " 01-Aug\n", + " 91\n", + " 54.2\n", + " 168\n", + " 54.2\n", + " 0\n", + " unknown\n", " \n", " \n", " imd_categories\n", " 1 Most deprived\n", - " 259\n", - " 46.8\n", - " 553\n", - " 44.3\n", - " 2.5\n", - " 22-Sep\n", + " 287\n", + " 50.0\n", + " 574\n", + " 48.8\n", + " 1.2\n", + " unknown\n", " \n", " \n", " 2\n", - " 315\n", - " 53.6\n", - " 588\n", + " 294\n", " 51.2\n", - " 2.4\n", - " 08-Sep\n", + " 574\n", + " 50\n", + " 1.2\n", + " unknown\n", " \n", " \n", " 3\n", - " 287\n", - " 50.6\n", - " 567\n", - " 48.1\n", - " 2.5\n", - " 12-Sep\n", + " 294\n", + " 53.8\n", + " 546\n", + " 52.6\n", + " 1.2\n", + " unknown\n", " \n", " \n", " 4\n", - " 294\n", - " 47.2\n", - " 623\n", - " 44.9\n", - " 2.3\n", - " 02-Oct\n", + " 287\n", + " 50.0\n", + " 574\n", + " 47.6\n", + " 2.4\n", + " 28-Dec\n", " \n", " \n", " 5 Least deprived\n", - " 252\n", - " 46.2\n", - " 546\n", - " 44.9\n", + " 294\n", + " 51.9\n", + " 567\n", + " 50.6\n", " 1.3\n", " unknown\n", " \n", " \n", " Unknown\n", - " 70\n", - " 50.0\n", - " 140\n", - " 45\n", - " 5\n", - " 20-Jul\n", + " 77\n", + " 52.4\n", + " 147\n", + " 52.4\n", + " 0\n", + " unknown\n", " \n", " \n", " bmi\n", " 30+\n", - " 476\n", - " 49.6\n", - " 959\n", - " 46.7\n", - " 2.9\n", - " 30-Aug\n", + " 434\n", + " 49.2\n", + " 882\n", + " 48.4\n", + " 0.8\n", + " unknown\n", " \n", " \n", " under 30\n", - " 1008\n", - " 48.8\n", - " 2065\n", - " 46.8\n", - " 2\n", - " 16-Oct\n", + " 1092\n", + " 52.0\n", + " 2100\n", + " 50.7\n", + " 1.3\n", + " unknown\n", " \n", " \n", " chronic_cardiac_disease\n", " no\n", - " 1463\n", - " 49.1\n", - " 2982\n", - " 46.7\n", - " 2.4\n", - " 21-Sep\n", + " 1512\n", + " 51.2\n", + " 2954\n", + " 50\n", + " 1.2\n", + " unknown\n", " \n", " \n", " yes\n", - " 21\n", + " 14\n", " 50.0\n", - " 42\n", + " 28\n", " 50\n", " 0\n", " unknown\n", @@ -6511,56 +6574,56 @@ " \n", " current_copd\n", " no\n", - " 1470\n", - " 49.1\n", - " 2996\n", - " 46.7\n", - " 2.4\n", - " 21-Sep\n", + " 1519\n", + " 51.3\n", + " 2961\n", + " 50.1\n", + " 1.2\n", + " unknown\n", " \n", " \n", " yes\n", - " 14\n", - " 66.7\n", + " 7\n", + " 33.3\n", " 21\n", - " 66.7\n", + " 33.3\n", " 0\n", " unknown\n", " \n", " \n", " dmards\n", " no\n", - " 1470\n", - " 49.2\n", - " 2989\n", - " 46.8\n", - " 2.4\n", - " 21-Sep\n", + " 1519\n", + " 51.3\n", + " 2961\n", + " 50.1\n", + " 1.2\n", + " unknown\n", " \n", " \n", " yes\n", " 14\n", - " 40.0\n", - " 35\n", - " 40\n", - " 0\n", - " unknown\n", + " 66.7\n", + " 21\n", + " 33.3\n", + " 33.4\n", + " 07-Sep\n", " \n", " \n", " psychosis_schiz_bipolar\n", " no\n", - " 1470\n", - " 49.1\n", - " 2996\n", - " 46.7\n", - " 2.4\n", - " 21-Sep\n", + " 1505\n", + " 51.2\n", + " 2940\n", + " 50.2\n", + " 1\n", + " unknown\n", " \n", " \n", " yes\n", - " 14\n", + " 21\n", " 50.0\n", - " 28\n", + " 42\n", " 50\n", " 0\n", " unknown\n", @@ -6568,21 +6631,21 @@ " \n", " ssri\n", " no\n", - " 1463\n", - " 48.9\n", - " 2989\n", - " 46.6\n", - " 2.3\n", - " 27-Sep\n", + " 1512\n", + " 51.2\n", + " 2954\n", + " 50\n", + " 1.2\n", + " unknown\n", " \n", " \n", " yes\n", - " 21\n", - " 60.0\n", - " 35\n", - " 40\n", - " 20\n", - " 04-Jun\n", + " 14\n", + " 50.0\n", + " 28\n", + " 50\n", + " 0\n", + " unknown\n", " \n", " \n", "\n", @@ -6591,238 +6654,238 @@ "text/plain": [ " vaccinated \\\n", "category group \n", - "overall overall 1481 \n", - "sex F 763 \n", + "overall overall 1531 \n", + "sex F 812 \n", " M 721 \n", - "ethnicity_6_groups Black 259 \n", - " Mixed 287 \n", - " Other 252 \n", - " South Asian 231 \n", - " Unknown 217 \n", - " White 231 \n", - "ethnicity_16_groups African 84 \n", - " Bangladeshi or British Bangladeshi 70 \n", - " Caribbean 63 \n", - " Chinese 91 \n", - " Other 84 \n", - " Other Asian 84 \n", + "ethnicity_6_groups Black 252 \n", + " Mixed 273 \n", + " Other 266 \n", + " South Asian 266 \n", + " Unknown 231 \n", + " White 245 \n", + "ethnicity_16_groups African 98 \n", + " Bangladeshi or British Bangladeshi 77 \n", + " Caribbean 70 \n", + " Chinese 84 \n", + " Other 91 \n", + " Other Asian 70 \n", " British or Mixed British 91 \n", - " Indian or British Indian 84 \n", + " Indian or British Indian 98 \n", " Irish 70 \n", - " Other Black 91 \n", - " Other White 84 \n", - " Other mixed 77 \n", - " Pakistani or British Pakistani 84 \n", - " Unknown 210 \n", - " White + Asian 70 \n", - " White + Black African 77 \n", - " White + Black Caribbean 77 \n", - "imd_categories 1 Most deprived 259 \n", - " 2 315 \n", - " 3 287 \n", - " 4 294 \n", - " 5 Least deprived 252 \n", - " Unknown 70 \n", - "bmi 30+ 476 \n", - " under 30 1008 \n", - "chronic_cardiac_disease no 1463 \n", - " yes 21 \n", - "current_copd no 1470 \n", - " yes 14 \n", - "dmards no 1470 \n", + " Other Black 63 \n", + " Other White 91 \n", + " Other mixed 63 \n", + " Pakistani or British Pakistani 77 \n", + " Unknown 217 \n", + " White + Asian 77 \n", + " White + Black African 84 \n", + " White + Black Caribbean 91 \n", + "imd_categories 1 Most deprived 287 \n", + " 2 294 \n", + " 3 294 \n", + " 4 287 \n", + " 5 Least deprived 294 \n", + " Unknown 77 \n", + "bmi 30+ 434 \n", + " under 30 1092 \n", + "chronic_cardiac_disease no 1512 \n", " yes 14 \n", - "psychosis_schiz_bipolar no 1470 \n", + "current_copd no 1519 \n", + " yes 7 \n", + "dmards no 1519 \n", " yes 14 \n", - "ssri no 1463 \n", + "psychosis_schiz_bipolar no 1505 \n", " yes 21 \n", + "ssri no 1512 \n", + " yes 14 \n", "\n", " percent total \\\n", "category group \n", - "overall overall 49.0 3024 \n", - "sex F 49.1 1554 \n", - " M 49.0 1470 \n", - "ethnicity_6_groups Black 54.4 476 \n", - " Mixed 51.2 560 \n", - " Other 46.8 539 \n", - " South Asian 45.8 504 \n", - " Unknown 47.7 455 \n", - " White 47.8 483 \n", - "ethnicity_16_groups African 52.2 161 \n", - " Bangladeshi or British Bangladeshi 55.6 126 \n", - " Caribbean 42.9 147 \n", - " Chinese 54.2 168 \n", - " Other 50.0 168 \n", - " Other Asian 52.2 161 \n", - " British or Mixed British 56.5 161 \n", - " Indian or British Indian 48.0 175 \n", - " Irish 41.7 168 \n", - " Other Black 50.0 182 \n", - " Other White 52.2 161 \n", - " Other mixed 47.8 161 \n", - " Pakistani or British Pakistani 44.4 189 \n", - " Unknown 48.4 434 \n", - " White + Asian 47.6 147 \n", - " White + Black African 47.8 161 \n", - " White + Black Caribbean 47.8 161 \n", - "imd_categories 1 Most deprived 46.8 553 \n", - " 2 53.6 588 \n", - " 3 50.6 567 \n", - " 4 47.2 623 \n", - " 5 Least deprived 46.2 546 \n", - " Unknown 50.0 140 \n", - "bmi 30+ 49.6 959 \n", - " under 30 48.8 2065 \n", - "chronic_cardiac_disease no 49.1 2982 \n", - " yes 50.0 42 \n", - "current_copd no 49.1 2996 \n", + "overall overall 51.3 2982 \n", + "sex F 52.3 1554 \n", + " M 50.5 1428 \n", + "ethnicity_6_groups Black 51.4 490 \n", + " Mixed 54.2 504 \n", + " Other 49.4 539 \n", + " South Asian 51.4 518 \n", + " Unknown 52.4 441 \n", + " White 50.0 490 \n", + "ethnicity_16_groups African 53.8 182 \n", + " Bangladeshi or British Bangladeshi 47.8 161 \n", + " Caribbean 52.6 133 \n", + " Chinese 52.2 161 \n", + " Other 56.5 161 \n", + " Other Asian 41.7 168 \n", + " British or Mixed British 54.2 168 \n", + " Indian or British Indian 58.3 168 \n", + " Irish 50.0 140 \n", + " Other Black 47.4 133 \n", + " Other White 54.2 168 \n", + " Other mixed 42.9 147 \n", + " Pakistani or British Pakistani 45.8 168 \n", + " Unknown 50.8 427 \n", + " White + Asian 50.0 154 \n", + " White + Black African 50.0 168 \n", + " White + Black Caribbean 54.2 168 \n", + "imd_categories 1 Most deprived 50.0 574 \n", + " 2 51.2 574 \n", + " 3 53.8 546 \n", + " 4 50.0 574 \n", + " 5 Least deprived 51.9 567 \n", + " Unknown 52.4 147 \n", + "bmi 30+ 49.2 882 \n", + " under 30 52.0 2100 \n", + "chronic_cardiac_disease no 51.2 2954 \n", + " yes 50.0 28 \n", + "current_copd no 51.3 2961 \n", + " yes 33.3 21 \n", + "dmards no 51.3 2961 \n", " yes 66.7 21 \n", - "dmards no 49.2 2989 \n", - " yes 40.0 35 \n", - "psychosis_schiz_bipolar no 49.1 2996 \n", + "psychosis_schiz_bipolar no 51.2 2940 \n", + " yes 50.0 42 \n", + "ssri no 51.2 2954 \n", " yes 50.0 28 \n", - "ssri no 48.9 2989 \n", - " yes 60.0 35 \n", "\n", " vaccinated 7d previous (percent) \\\n", "category group \n", - "overall overall 46.7 \n", - "sex F 46.8 \n", - " M 46.2 \n", + "overall overall 50.1 \n", + "sex F 51.4 \n", + " M 49 \n", "ethnicity_6_groups Black 50 \n", - " Mixed 48.8 \n", - " Other 44.2 \n", - " South Asian 43.1 \n", - " Unknown 47.7 \n", - " White 46.4 \n", - "ethnicity_16_groups African 47.8 \n", - " Bangladeshi or British Bangladeshi 50 \n", - " Caribbean 42.9 \n", - " Chinese 54.2 \n", - " Other 45.8 \n", - " Other Asian 47.8 \n", - " British or Mixed British 47.8 \n", - " Indian or British Indian 48 \n", - " Irish 41.7 \n", - " Other Black 46.2 \n", - " Other White 47.8 \n", - " Other mixed 43.5 \n", - " Pakistani or British Pakistani 44.4 \n", - " Unknown 46.8 \n", - " White + Asian 47.6 \n", - " White + Black African 47.8 \n", - " White + Black Caribbean 43.5 \n", - "imd_categories 1 Most deprived 44.3 \n", - " 2 51.2 \n", - " 3 48.1 \n", - " 4 44.9 \n", - " 5 Least deprived 44.9 \n", - " Unknown 45 \n", - "bmi 30+ 46.7 \n", - " under 30 46.8 \n", - "chronic_cardiac_disease no 46.7 \n", + " Mixed 52.8 \n", + " Other 48.1 \n", + " South Asian 51.4 \n", + " Unknown 50.8 \n", + " White 47.1 \n", + "ethnicity_16_groups African 53.8 \n", + " Bangladeshi or British Bangladeshi 47.8 \n", + " Caribbean 52.6 \n", + " Chinese 52.2 \n", + " Other 56.5 \n", + " Other Asian 37.5 \n", + " British or Mixed British 54.2 \n", + " Indian or British Indian 58.3 \n", + " Irish 50 \n", + " Other Black 47.4 \n", + " Other White 54.2 \n", + " Other mixed 42.9 \n", + " Pakistani or British Pakistani 45.8 \n", + " Unknown 50.8 \n", + " White + Asian 50 \n", + " White + Black African 50 \n", + " White + Black Caribbean 54.2 \n", + "imd_categories 1 Most deprived 48.8 \n", + " 2 50 \n", + " 3 52.6 \n", + " 4 47.6 \n", + " 5 Least deprived 50.6 \n", + " Unknown 52.4 \n", + "bmi 30+ 48.4 \n", + " under 30 50.7 \n", + "chronic_cardiac_disease no 50 \n", " yes 50 \n", - "current_copd no 46.7 \n", - " yes 66.7 \n", - "dmards no 46.8 \n", - " yes 40 \n", - "psychosis_schiz_bipolar no 46.7 \n", + "current_copd no 50.1 \n", + " yes 33.3 \n", + "dmards no 50.1 \n", + " yes 33.3 \n", + "psychosis_schiz_bipolar no 50.2 \n", + " yes 50 \n", + "ssri no 50 \n", " yes 50 \n", - "ssri no 46.6 \n", - " yes 40 \n", "\n", " Uptake over last 7d (percent) \\\n", "category group \n", - "overall overall 2.3 \n", - "sex F 2.3 \n", - " M 2.8 \n", - "ethnicity_6_groups Black 4.4 \n", - " Mixed 2.4 \n", - " Other 2.6 \n", - " South Asian 2.7 \n", - " Unknown 0 \n", - " White 1.4 \n", - "ethnicity_16_groups African 4.4 \n", - " Bangladeshi or British Bangladeshi 5.6 \n", + "overall overall 1.2 \n", + "sex F 0.9 \n", + " M 1.5 \n", + "ethnicity_6_groups Black 1.4 \n", + " Mixed 1.4 \n", + " Other 1.3 \n", + " South Asian 0 \n", + " Unknown 1.6 \n", + " White 2.9 \n", + "ethnicity_16_groups African 0 \n", + " Bangladeshi or British Bangladeshi 0 \n", " Caribbean 0 \n", " Chinese 0 \n", - " Other 4.2 \n", - " Other Asian 4.4 \n", - " British or Mixed British 8.7 \n", + " Other 0 \n", + " Other Asian 4.2 \n", + " British or Mixed British 0 \n", " Indian or British Indian 0 \n", " Irish 0 \n", - " Other Black 3.8 \n", - " Other White 4.4 \n", - " Other mixed 4.3 \n", + " Other Black 0 \n", + " Other White 0 \n", + " Other mixed 0 \n", " Pakistani or British Pakistani 0 \n", - " Unknown 1.6 \n", + " Unknown 0 \n", " White + Asian 0 \n", " White + Black African 0 \n", - " White + Black Caribbean 4.3 \n", - "imd_categories 1 Most deprived 2.5 \n", - " 2 2.4 \n", - " 3 2.5 \n", - " 4 2.3 \n", + " White + Black Caribbean 0 \n", + "imd_categories 1 Most deprived 1.2 \n", + " 2 1.2 \n", + " 3 1.2 \n", + " 4 2.4 \n", " 5 Least deprived 1.3 \n", - " Unknown 5 \n", - "bmi 30+ 2.9 \n", - " under 30 2 \n", - "chronic_cardiac_disease no 2.4 \n", + " Unknown 0 \n", + "bmi 30+ 0.8 \n", + " under 30 1.3 \n", + "chronic_cardiac_disease no 1.2 \n", " yes 0 \n", - "current_copd no 2.4 \n", + "current_copd no 1.2 \n", " yes 0 \n", - "dmards no 2.4 \n", + "dmards no 1.2 \n", + " yes 33.4 \n", + "psychosis_schiz_bipolar no 1 \n", " yes 0 \n", - "psychosis_schiz_bipolar no 2.4 \n", + "ssri no 1.2 \n", " yes 0 \n", - "ssri no 2.3 \n", - " yes 20 \n", "\n", " Date projected to reach 90% \n", "category group \n", - "overall overall 26-Sep \n", - "sex F 26-Sep \n", - " M 04-Sep \n", - "ethnicity_6_groups Black 20-Jul \n", - " Mixed 15-Sep \n", - " Other 18-Sep \n", - " South Asian 16-Sep \n", - " Unknown unknown \n", - " White unknown \n", - "ethnicity_16_groups African 24-Jul \n", - " Bangladeshi or British Bangladeshi 07-Jul \n", + "overall overall unknown \n", + "sex F unknown \n", + " M unknown \n", + "ethnicity_6_groups Black unknown \n", + " Mixed unknown \n", + " Other unknown \n", + " South Asian unknown \n", + " Unknown 14-Feb \n", + " White 08-Dec \n", + "ethnicity_16_groups African unknown \n", + " Bangladeshi or British Bangladeshi unknown \n", " Caribbean unknown \n", " Chinese unknown \n", - " Other 30-Jul \n", - " Other Asian 24-Jul \n", - " British or Mixed British 20-Jun \n", + " Other unknown \n", + " Other Asian 22-Nov \n", + " British or Mixed British unknown \n", " Indian or British Indian unknown \n", " Irish unknown \n", - " Other Black 06-Aug \n", - " Other White 24-Jul \n", - " Other mixed 01-Aug \n", + " Other Black unknown \n", + " Other White unknown \n", + " Other mixed unknown \n", " Pakistani or British Pakistani unknown \n", " Unknown unknown \n", " White + Asian unknown \n", " White + Black African unknown \n", - " White + Black Caribbean 01-Aug \n", - "imd_categories 1 Most deprived 22-Sep \n", - " 2 08-Sep \n", - " 3 12-Sep \n", - " 4 02-Oct \n", + " White + Black Caribbean unknown \n", + "imd_categories 1 Most deprived unknown \n", + " 2 unknown \n", + " 3 unknown \n", + " 4 28-Dec \n", " 5 Least deprived unknown \n", - " Unknown 20-Jul \n", - "bmi 30+ 30-Aug \n", - " under 30 16-Oct \n", - "chronic_cardiac_disease no 21-Sep \n", - " yes unknown \n", - "current_copd no 21-Sep \n", + " Unknown unknown \n", + "bmi 30+ unknown \n", + " under 30 unknown \n", + "chronic_cardiac_disease no unknown \n", " yes unknown \n", - "dmards no 21-Sep \n", + "current_copd no unknown \n", " yes unknown \n", - "psychosis_schiz_bipolar no 21-Sep \n", + "dmards no unknown \n", + " yes 07-Sep \n", + "psychosis_schiz_bipolar no unknown \n", " yes unknown \n", - "ssri no 27-Sep \n", - " yes 04-Jun " + "ssri no unknown \n", + " yes unknown " ] }, "metadata": {}, @@ -6843,7 +6906,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (first dose) among **50-54** population up to 25 May 2021" + "## COVID vaccination rollout (first dose) among **50-54** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -6909,183 +6972,183 @@ " \n", " overall\n", " overall\n", - " 1665\n", - " 50.0\n", - " 3332\n", - " 47.7\n", - " 2.3\n", - " 23-Sep\n", + " 1742\n", + " 50.7\n", + " 3437\n", + " 49.6\n", + " 1.1\n", + " unknown\n", " \n", " \n", " sex\n", " F\n", - " 847\n", - " 48.4\n", - " 1750\n", - " 46\n", - " 2.4\n", - " 23-Sep\n", + " 910\n", + " 51.6\n", + " 1764\n", + " 50.4\n", + " 1.2\n", + " unknown\n", " \n", " \n", " M\n", - " 812\n", - " 51.3\n", - " 1582\n", - " 49.6\n", - " 1.7\n", - " 31-Oct\n", + " 833\n", + " 49.8\n", + " 1673\n", + " 49\n", + " 0.8\n", + " unknown\n", " \n", " \n", " ethnicity_6_groups\n", " Black\n", - " 301\n", - " 51.8\n", - " 581\n", + " 273\n", " 49.4\n", - " 2.4\n", - " 13-Sep\n", + " 553\n", + " 48.1\n", + " 1.3\n", + " unknown\n", " \n", " \n", " Mixed\n", - " 301\n", - " 51.8\n", - " 581\n", + " 280\n", " 49.4\n", - " 2.4\n", - " 13-Sep\n", + " 567\n", + " 48.1\n", + " 1.3\n", + " unknown\n", " \n", " \n", " Other\n", - " 266\n", - " 45.8\n", + " 301\n", + " 51.8\n", " 581\n", - " 43.4\n", - " 2.4\n", - " 30-Sep\n", + " 50.6\n", + " 1.2\n", + " unknown\n", " \n", " \n", " South Asian\n", - " 252\n", - " 46.2\n", - " 546\n", - " 43.6\n", - " 2.6\n", - " 19-Sep\n", + " 294\n", + " 50.0\n", + " 588\n", + " 47.6\n", + " 2.4\n", + " 28-Dec\n", " \n", " \n", " Unknown\n", - " 266\n", - " 53.5\n", - " 497\n", - " 52.1\n", - " 1.4\n", + " 280\n", + " 53.3\n", + " 525\n", + " 53.3\n", + " 0\n", " unknown\n", " \n", " \n", " White\n", - " 280\n", - " 50.6\n", - " 553\n", - " 48.1\n", - " 2.5\n", - " 12-Sep\n", + " 315\n", + " 51.1\n", + " 616\n", + " 51.1\n", + " 0\n", + " unknown\n", " \n", " \n", " ethnicity_16_groups\n", " African\n", - " 91\n", - " 52.0\n", + " 77\n", + " 44.0\n", " 175\n", - " 48\n", - " 4\n", - " 30-Jul\n", + " 44\n", + " 0\n", + " unknown\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", - " 91\n", - " 46.4\n", - " 196\n", - " 42.9\n", - " 3.5\n", - " 20-Aug\n", + " 119\n", + " 56.7\n", + " 210\n", + " 53.3\n", + " 3.4\n", + " 10-Nov\n", " \n", " \n", " Caribbean\n", - " 91\n", - " 52.0\n", - " 175\n", - " 44\n", - " 8\n", - " 27-Jun\n", + " 98\n", + " 50.0\n", + " 196\n", + " 46.4\n", + " 3.6\n", + " 19-Nov\n", " \n", " \n", " Chinese\n", - " 77\n", - " 47.8\n", - " 161\n", - " 47.8\n", + " 105\n", + " 57.7\n", + " 182\n", + " 57.7\n", " 0\n", " unknown\n", " \n", " \n", " Other\n", " 98\n", - " 51.9\n", - " 189\n", - " 48.1\n", - " 3.8\n", - " 03-Aug\n", + " 53.8\n", + " 182\n", + " 53.8\n", + " 0\n", + " unknown\n", " \n", " \n", " Other Asian\n", - " 84\n", - " 50.0\n", - " 168\n", - " 45.8\n", - " 4.2\n", - " 30-Jul\n", + " 91\n", + " 46.4\n", + " 196\n", + " 46.4\n", + " 0\n", + " unknown\n", " \n", " \n", " British or Mixed British\n", - " 105\n", - " 55.6\n", - " 189\n", - " 51.9\n", - " 3.7\n", - " 29-Jul\n", + " 84\n", + " 46.2\n", + " 182\n", + " 46.2\n", + " 0\n", + " unknown\n", " \n", " \n", " Indian or British Indian\n", - " 105\n", - " 55.6\n", - " 189\n", - " 51.9\n", - " 3.7\n", - " 29-Jul\n", + " 91\n", + " 54.2\n", + " 168\n", + " 54.2\n", + " 0\n", + " unknown\n", " \n", " \n", " Irish\n", - " 77\n", - " 42.3\n", - " 182\n", - " 42.3\n", + " 56\n", + " 40.0\n", + " 140\n", + " 40\n", " 0\n", " unknown\n", " \n", " \n", " Other Black\n", " 91\n", - " 52.0\n", - " 175\n", - " 48\n", - " 4\n", - " 30-Jul\n", + " 43.3\n", + " 210\n", + " 43.3\n", + " 0\n", + " unknown\n", " \n", " \n", " Other White\n", - " 77\n", + " 91\n", " 50.0\n", - " 154\n", + " 182\n", " 50\n", " 0\n", " unknown\n", @@ -7093,50 +7156,41 @@ " \n", " Other mixed\n", " 84\n", - " 52.2\n", - " 161\n", - " 52.2\n", + " 50.0\n", + " 168\n", + " 50\n", " 0\n", " unknown\n", " \n", " \n", " Pakistani or British Pakistani\n", - " 84\n", - " 52.2\n", - " 161\n", - " 52.2\n", + " 112\n", + " 55.2\n", + " 203\n", + " 55.2\n", " 0\n", " unknown\n", " \n", " \n", " Unknown\n", " 245\n", - " 46.1\n", - " 532\n", - " 43.4\n", - " 2.7\n", - " 15-Sep\n", + " 52.2\n", + " 469\n", + " 50.7\n", + " 1.5\n", + " unknown\n", " \n", " \n", " White + Asian\n", - " 91\n", - " 50.0\n", - " 182\n", - " 50\n", + " 105\n", + " 51.7\n", + " 203\n", + " 51.7\n", " 0\n", " unknown\n", " \n", " \n", " White + Black African\n", - " 70\n", - " 45.5\n", - " 154\n", - " 45.5\n", - " 0\n", - " unknown\n", - " \n", - " \n", - " White + Black Caribbean\n", " 98\n", " 53.8\n", " 182\n", @@ -7145,171 +7199,180 @@ " unknown\n", " \n", " \n", + " White + Black Caribbean\n", + " 98\n", + " 51.9\n", + " 189\n", + " 48.1\n", + " 3.8\n", + " 12-Nov\n", + " \n", + " \n", " imd_categories\n", " 1 Most deprived\n", - " 294\n", - " 45.7\n", - " 644\n", - " 44.6\n", + " 308\n", + " 49.4\n", + " 623\n", + " 48.3\n", " 1.1\n", " unknown\n", " \n", " \n", " 2\n", - " 294\n", - " 48.3\n", - " 609\n", - " 46\n", - " 2.3\n", - " 28-Sep\n", + " 343\n", + " 52.1\n", + " 658\n", + " 52.1\n", + " 0\n", + " unknown\n", " \n", " \n", " 3\n", - " 308\n", - " 50.6\n", - " 609\n", - " 48.3\n", - " 2.3\n", - " 21-Sep\n", + " 336\n", + " 50.5\n", + " 665\n", + " 48.4\n", + " 2.1\n", + " 12-Jan\n", " \n", " \n", " 4\n", - " 322\n", - " 51.7\n", - " 623\n", - " 49.4\n", - " 2.3\n", - " 18-Sep\n", + " 329\n", + " 49.0\n", + " 672\n", + " 49\n", + " 0\n", + " unknown\n", " \n", " \n", " 5 Least deprived\n", - " 336\n", - " 51.1\n", - " 658\n", - " 47.9\n", - " 3.2\n", - " 18-Aug\n", + " 329\n", + " 50.5\n", + " 651\n", + " 49.5\n", + " 1\n", + " unknown\n", " \n", " \n", " Unknown\n", - " 105\n", - " 53.6\n", - " 196\n", - " 53.6\n", - " 0\n", - " unknown\n", + " 98\n", + " 56.0\n", + " 175\n", + " 52\n", + " 4\n", + " 01-Nov\n", " \n", " \n", " bmi\n", " 30+\n", - " 518\n", - " 50.3\n", - " 1029\n", - " 47.6\n", - " 2.7\n", - " 04-Sep\n", + " 504\n", + " 50.7\n", + " 994\n", + " 50\n", + " 0.7\n", + " unknown\n", " \n", " \n", " under 30\n", - " 1148\n", - " 49.8\n", - " 2303\n", - " 47.4\n", - " 2.4\n", - " 19-Sep\n", + " 1239\n", + " 50.7\n", + " 2443\n", + " 49.6\n", + " 1.1\n", + " unknown\n", " \n", " \n", " chronic_cardiac_disease\n", " no\n", - " 1652\n", - " 49.9\n", - " 3311\n", - " 47.8\n", - " 2.1\n", - " 05-Oct\n", + " 1722\n", + " 50.7\n", + " 3395\n", + " 49.7\n", + " 1\n", + " unknown\n", " \n", " \n", " yes\n", - " 7\n", - " 25.0\n", - " 28\n", - " 25\n", - " 0\n", - " unknown\n", + " 21\n", + " 50.0\n", + " 42\n", + " 33.3\n", + " 16.7\n", + " 19-Sep\n", " \n", " \n", " current_copd\n", " no\n", - " 1652\n", - " 50.0\n", - " 3304\n", - " 47.7\n", - " 2.3\n", - " 23-Sep\n", + " 1722\n", + " 50.7\n", + " 3395\n", + " 49.7\n", + " 1\n", + " unknown\n", " \n", " \n", " yes\n", - " 14\n", - " 40.0\n", - " 35\n", - " 40\n", + " 21\n", + " 50.0\n", + " 42\n", + " 50\n", " 0\n", " unknown\n", " \n", " \n", " dmards\n", " no\n", - " 1652\n", - " 50.0\n", - " 3304\n", - " 47.7\n", - " 2.3\n", - " 23-Sep\n", + " 1729\n", + " 50.8\n", + " 3402\n", + " 49.8\n", + " 1\n", + " unknown\n", " \n", " \n", " yes\n", " 14\n", - " 50.0\n", - " 28\n", - " 50\n", + " 40.0\n", + " 35\n", + " 40\n", " 0\n", " unknown\n", " \n", " \n", " psychosis_schiz_bipolar\n", " no\n", - " 1638\n", - " 49.9\n", - " 3283\n", - " 47.5\n", - " 2.4\n", - " 18-Sep\n", + " 1722\n", + " 50.7\n", + " 3395\n", + " 49.7\n", + " 1\n", + " unknown\n", " \n", " \n", " yes\n", - " 28\n", - " 57.1\n", - " 49\n", - " 57.1\n", + " 21\n", + " 60.0\n", + " 35\n", + " 60\n", " 0\n", " unknown\n", " \n", " \n", " ssri\n", " no\n", - " 1645\n", - " 49.9\n", - " 3297\n", - " 47.6\n", - " 2.3\n", - " 24-Sep\n", + " 1722\n", + " 50.7\n", + " 3395\n", + " 49.7\n", + " 1\n", + " unknown\n", " \n", " \n", " yes\n", " 21\n", - " 60.0\n", - " 35\n", - " 60\n", + " 50.0\n", + " 42\n", + " 50\n", " 0\n", " unknown\n", " \n", @@ -7320,237 +7383,237 @@ "text/plain": [ " vaccinated \\\n", "category group \n", - "overall overall 1665 \n", - "sex F 847 \n", - " M 812 \n", - "ethnicity_6_groups Black 301 \n", - " Mixed 301 \n", - " Other 266 \n", - " South Asian 252 \n", - " Unknown 266 \n", - " White 280 \n", - "ethnicity_16_groups African 91 \n", - " Bangladeshi or British Bangladeshi 91 \n", - " Caribbean 91 \n", - " Chinese 77 \n", + "overall overall 1742 \n", + "sex F 910 \n", + " M 833 \n", + "ethnicity_6_groups Black 273 \n", + " Mixed 280 \n", + " Other 301 \n", + " South Asian 294 \n", + " Unknown 280 \n", + " White 315 \n", + "ethnicity_16_groups African 77 \n", + " Bangladeshi or British Bangladeshi 119 \n", + " Caribbean 98 \n", + " Chinese 105 \n", " Other 98 \n", - " Other Asian 84 \n", - " British or Mixed British 105 \n", - " Indian or British Indian 105 \n", - " Irish 77 \n", + " Other Asian 91 \n", + " British or Mixed British 84 \n", + " Indian or British Indian 91 \n", + " Irish 56 \n", " Other Black 91 \n", - " Other White 77 \n", + " Other White 91 \n", " Other mixed 84 \n", - " Pakistani or British Pakistani 84 \n", + " Pakistani or British Pakistani 112 \n", " Unknown 245 \n", - " White + Asian 91 \n", - " White + Black African 70 \n", + " White + Asian 105 \n", + " White + Black African 98 \n", " White + Black Caribbean 98 \n", - "imd_categories 1 Most deprived 294 \n", - " 2 294 \n", - " 3 308 \n", - " 4 322 \n", - " 5 Least deprived 336 \n", - " Unknown 105 \n", - "bmi 30+ 518 \n", - " under 30 1148 \n", - "chronic_cardiac_disease no 1652 \n", - " yes 7 \n", - "current_copd no 1652 \n", - " yes 14 \n", - "dmards no 1652 \n", + "imd_categories 1 Most deprived 308 \n", + " 2 343 \n", + " 3 336 \n", + " 4 329 \n", + " 5 Least deprived 329 \n", + " Unknown 98 \n", + "bmi 30+ 504 \n", + " under 30 1239 \n", + "chronic_cardiac_disease no 1722 \n", + " yes 21 \n", + "current_copd no 1722 \n", + " yes 21 \n", + "dmards no 1729 \n", " yes 14 \n", - "psychosis_schiz_bipolar no 1638 \n", - " yes 28 \n", - "ssri no 1645 \n", + "psychosis_schiz_bipolar no 1722 \n", + " yes 21 \n", + "ssri no 1722 \n", " yes 21 \n", "\n", " percent total \\\n", "category group \n", - "overall overall 50.0 3332 \n", - "sex F 48.4 1750 \n", - " M 51.3 1582 \n", - "ethnicity_6_groups Black 51.8 581 \n", - " Mixed 51.8 581 \n", - " Other 45.8 581 \n", - " South Asian 46.2 546 \n", - " Unknown 53.5 497 \n", - " White 50.6 553 \n", - "ethnicity_16_groups African 52.0 175 \n", - " Bangladeshi or British Bangladeshi 46.4 196 \n", - " Caribbean 52.0 175 \n", - " Chinese 47.8 161 \n", - " Other 51.9 189 \n", - " Other Asian 50.0 168 \n", - " British or Mixed British 55.6 189 \n", - " Indian or British Indian 55.6 189 \n", - " Irish 42.3 182 \n", - " Other Black 52.0 175 \n", - " Other White 50.0 154 \n", - " Other mixed 52.2 161 \n", - " Pakistani or British Pakistani 52.2 161 \n", - " Unknown 46.1 532 \n", - " White + Asian 50.0 182 \n", - " White + Black African 45.5 154 \n", - " White + Black Caribbean 53.8 182 \n", - "imd_categories 1 Most deprived 45.7 644 \n", - " 2 48.3 609 \n", - " 3 50.6 609 \n", - " 4 51.7 623 \n", - " 5 Least deprived 51.1 658 \n", - " Unknown 53.6 196 \n", - "bmi 30+ 50.3 1029 \n", - " under 30 49.8 2303 \n", - "chronic_cardiac_disease no 49.9 3311 \n", - " yes 25.0 28 \n", - "current_copd no 50.0 3304 \n", + "overall overall 50.7 3437 \n", + "sex F 51.6 1764 \n", + " M 49.8 1673 \n", + "ethnicity_6_groups Black 49.4 553 \n", + " Mixed 49.4 567 \n", + " Other 51.8 581 \n", + " South Asian 50.0 588 \n", + " Unknown 53.3 525 \n", + " White 51.1 616 \n", + "ethnicity_16_groups African 44.0 175 \n", + " Bangladeshi or British Bangladeshi 56.7 210 \n", + " Caribbean 50.0 196 \n", + " Chinese 57.7 182 \n", + " Other 53.8 182 \n", + " Other Asian 46.4 196 \n", + " British or Mixed British 46.2 182 \n", + " Indian or British Indian 54.2 168 \n", + " Irish 40.0 140 \n", + " Other Black 43.3 210 \n", + " Other White 50.0 182 \n", + " Other mixed 50.0 168 \n", + " Pakistani or British Pakistani 55.2 203 \n", + " Unknown 52.2 469 \n", + " White + Asian 51.7 203 \n", + " White + Black African 53.8 182 \n", + " White + Black Caribbean 51.9 189 \n", + "imd_categories 1 Most deprived 49.4 623 \n", + " 2 52.1 658 \n", + " 3 50.5 665 \n", + " 4 49.0 672 \n", + " 5 Least deprived 50.5 651 \n", + " Unknown 56.0 175 \n", + "bmi 30+ 50.7 994 \n", + " under 30 50.7 2443 \n", + "chronic_cardiac_disease no 50.7 3395 \n", + " yes 50.0 42 \n", + "current_copd no 50.7 3395 \n", + " yes 50.0 42 \n", + "dmards no 50.8 3402 \n", " yes 40.0 35 \n", - "dmards no 50.0 3304 \n", - " yes 50.0 28 \n", - "psychosis_schiz_bipolar no 49.9 3283 \n", - " yes 57.1 49 \n", - "ssri no 49.9 3297 \n", + "psychosis_schiz_bipolar no 50.7 3395 \n", " yes 60.0 35 \n", + "ssri no 50.7 3395 \n", + " yes 50.0 42 \n", "\n", " vaccinated 7d previous (percent) \\\n", "category group \n", - "overall overall 47.7 \n", - "sex F 46 \n", - " M 49.6 \n", - "ethnicity_6_groups Black 49.4 \n", - " Mixed 49.4 \n", - " Other 43.4 \n", - " South Asian 43.6 \n", - " Unknown 52.1 \n", - " White 48.1 \n", - "ethnicity_16_groups African 48 \n", - " Bangladeshi or British Bangladeshi 42.9 \n", - " Caribbean 44 \n", - " Chinese 47.8 \n", - " Other 48.1 \n", - " Other Asian 45.8 \n", - " British or Mixed British 51.9 \n", - " Indian or British Indian 51.9 \n", - " Irish 42.3 \n", - " Other Black 48 \n", + "overall overall 49.6 \n", + "sex F 50.4 \n", + " M 49 \n", + "ethnicity_6_groups Black 48.1 \n", + " Mixed 48.1 \n", + " Other 50.6 \n", + " South Asian 47.6 \n", + " Unknown 53.3 \n", + " White 51.1 \n", + "ethnicity_16_groups African 44 \n", + " Bangladeshi or British Bangladeshi 53.3 \n", + " Caribbean 46.4 \n", + " Chinese 57.7 \n", + " Other 53.8 \n", + " Other Asian 46.4 \n", + " British or Mixed British 46.2 \n", + " Indian or British Indian 54.2 \n", + " Irish 40 \n", + " Other Black 43.3 \n", " Other White 50 \n", - " Other mixed 52.2 \n", - " Pakistani or British Pakistani 52.2 \n", - " Unknown 43.4 \n", - " White + Asian 50 \n", - " White + Black African 45.5 \n", - " White + Black Caribbean 53.8 \n", - "imd_categories 1 Most deprived 44.6 \n", - " 2 46 \n", - " 3 48.3 \n", - " 4 49.4 \n", - " 5 Least deprived 47.9 \n", - " Unknown 53.6 \n", - "bmi 30+ 47.6 \n", - " under 30 47.4 \n", - "chronic_cardiac_disease no 47.8 \n", - " yes 25 \n", - "current_copd no 47.7 \n", - " yes 40 \n", - "dmards no 47.7 \n", + " Other mixed 50 \n", + " Pakistani or British Pakistani 55.2 \n", + " Unknown 50.7 \n", + " White + Asian 51.7 \n", + " White + Black African 53.8 \n", + " White + Black Caribbean 48.1 \n", + "imd_categories 1 Most deprived 48.3 \n", + " 2 52.1 \n", + " 3 48.4 \n", + " 4 49 \n", + " 5 Least deprived 49.5 \n", + " Unknown 52 \n", + "bmi 30+ 50 \n", + " under 30 49.6 \n", + "chronic_cardiac_disease no 49.7 \n", + " yes 33.3 \n", + "current_copd no 49.7 \n", " yes 50 \n", - "psychosis_schiz_bipolar no 47.5 \n", - " yes 57.1 \n", - "ssri no 47.6 \n", + "dmards no 49.8 \n", + " yes 40 \n", + "psychosis_schiz_bipolar no 49.7 \n", " yes 60 \n", + "ssri no 49.7 \n", + " yes 50 \n", "\n", " Uptake over last 7d (percent) \\\n", "category group \n", - "overall overall 2.3 \n", - "sex F 2.4 \n", - " M 1.7 \n", - "ethnicity_6_groups Black 2.4 \n", - " Mixed 2.4 \n", - " Other 2.4 \n", - " South Asian 2.6 \n", - " Unknown 1.4 \n", - " White 2.5 \n", - "ethnicity_16_groups African 4 \n", - " Bangladeshi or British Bangladeshi 3.5 \n", - " Caribbean 8 \n", + "overall overall 1.1 \n", + "sex F 1.2 \n", + " M 0.8 \n", + "ethnicity_6_groups Black 1.3 \n", + " Mixed 1.3 \n", + " Other 1.2 \n", + " South Asian 2.4 \n", + " Unknown 0 \n", + " White 0 \n", + "ethnicity_16_groups African 0 \n", + " Bangladeshi or British Bangladeshi 3.4 \n", + " Caribbean 3.6 \n", " Chinese 0 \n", - " Other 3.8 \n", - " Other Asian 4.2 \n", - " British or Mixed British 3.7 \n", - " Indian or British Indian 3.7 \n", + " Other 0 \n", + " Other Asian 0 \n", + " British or Mixed British 0 \n", + " Indian or British Indian 0 \n", " Irish 0 \n", - " Other Black 4 \n", + " Other Black 0 \n", " Other White 0 \n", " Other mixed 0 \n", " Pakistani or British Pakistani 0 \n", - " Unknown 2.7 \n", + " Unknown 1.5 \n", " White + Asian 0 \n", " White + Black African 0 \n", - " White + Black Caribbean 0 \n", + " White + Black Caribbean 3.8 \n", "imd_categories 1 Most deprived 1.1 \n", - " 2 2.3 \n", - " 3 2.3 \n", - " 4 2.3 \n", - " 5 Least deprived 3.2 \n", - " Unknown 0 \n", - "bmi 30+ 2.7 \n", - " under 30 2.4 \n", - "chronic_cardiac_disease no 2.1 \n", - " yes 0 \n", - "current_copd no 2.3 \n", + " 2 0 \n", + " 3 2.1 \n", + " 4 0 \n", + " 5 Least deprived 1 \n", + " Unknown 4 \n", + "bmi 30+ 0.7 \n", + " under 30 1.1 \n", + "chronic_cardiac_disease no 1 \n", + " yes 16.7 \n", + "current_copd no 1 \n", " yes 0 \n", - "dmards no 2.3 \n", + "dmards no 1 \n", " yes 0 \n", - "psychosis_schiz_bipolar no 2.4 \n", + "psychosis_schiz_bipolar no 1 \n", " yes 0 \n", - "ssri no 2.3 \n", + "ssri no 1 \n", " yes 0 \n", "\n", " Date projected to reach 90% \n", "category group \n", - "overall overall 23-Sep \n", - "sex F 23-Sep \n", - " M 31-Oct \n", - "ethnicity_6_groups Black 13-Sep \n", - " Mixed 13-Sep \n", - " Other 30-Sep \n", - " South Asian 19-Sep \n", + "overall overall unknown \n", + "sex F unknown \n", + " M unknown \n", + "ethnicity_6_groups Black unknown \n", + " Mixed unknown \n", + " Other unknown \n", + " South Asian 28-Dec \n", " Unknown unknown \n", - " White 12-Sep \n", - "ethnicity_16_groups African 30-Jul \n", - " Bangladeshi or British Bangladeshi 20-Aug \n", - " Caribbean 27-Jun \n", + " White unknown \n", + "ethnicity_16_groups African unknown \n", + " Bangladeshi or British Bangladeshi 10-Nov \n", + " Caribbean 19-Nov \n", " Chinese unknown \n", - " Other 03-Aug \n", - " Other Asian 30-Jul \n", - " British or Mixed British 29-Jul \n", - " Indian or British Indian 29-Jul \n", + " Other unknown \n", + " Other Asian unknown \n", + " British or Mixed British unknown \n", + " Indian or British Indian unknown \n", " Irish unknown \n", - " Other Black 30-Jul \n", + " Other Black unknown \n", " Other White unknown \n", " Other mixed unknown \n", " Pakistani or British Pakistani unknown \n", - " Unknown 15-Sep \n", + " Unknown unknown \n", " White + Asian unknown \n", " White + Black African unknown \n", - " White + Black Caribbean unknown \n", + " White + Black Caribbean 12-Nov \n", "imd_categories 1 Most deprived unknown \n", - " 2 28-Sep \n", - " 3 21-Sep \n", - " 4 18-Sep \n", - " 5 Least deprived 18-Aug \n", - " Unknown unknown \n", - "bmi 30+ 04-Sep \n", - " under 30 19-Sep \n", - "chronic_cardiac_disease no 05-Oct \n", - " yes unknown \n", - "current_copd no 23-Sep \n", + " 2 unknown \n", + " 3 12-Jan \n", + " 4 unknown \n", + " 5 Least deprived unknown \n", + " Unknown 01-Nov \n", + "bmi 30+ unknown \n", + " under 30 unknown \n", + "chronic_cardiac_disease no unknown \n", + " yes 19-Sep \n", + "current_copd no unknown \n", " yes unknown \n", - "dmards no 23-Sep \n", + "dmards no unknown \n", " yes unknown \n", - "psychosis_schiz_bipolar no 18-Sep \n", + "psychosis_schiz_bipolar no unknown \n", " yes unknown \n", - "ssri no 24-Sep \n", + "ssri no unknown \n", " yes unknown " ] }, @@ -7572,7 +7635,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (first dose) among **40-49** population up to 25 May 2021" + "## COVID vaccination rollout (first dose) among **40-49** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -7638,295 +7701,295 @@ " \n", " overall\n", " overall\n", - " 3064\n", - " 49.8\n", - " 6153\n", - " 47.6\n", - " 2.2\n", - " 29-Sep\n", + " 3108\n", + " 50.5\n", + " 6160\n", + " 49.1\n", + " 1.4\n", + " unknown\n", " \n", " \n", " sex\n", " F\n", - " 1589\n", - " 50.1\n", - " 3171\n", - " 48.1\n", - " 2\n", - " 11-Oct\n", + " 1610\n", + " 50.2\n", + " 3206\n", + " 48.7\n", + " 1.5\n", + " unknown\n", " \n", " \n", " M\n", - " 1470\n", - " 49.2\n", - " 2989\n", - " 46.8\n", - " 2.4\n", - " 21-Sep\n", + " 1498\n", + " 50.7\n", + " 2954\n", + " 49.5\n", + " 1.2\n", + " unknown\n", " \n", " \n", " ethnicity_6_groups\n", " Black\n", - " 518\n", - " 49.7\n", - " 1043\n", - " 47\n", - " 2.7\n", - " 06-Sep\n", + " 532\n", + " 51.4\n", + " 1036\n", + " 49.3\n", + " 2.1\n", + " 09-Jan\n", " \n", " \n", " Mixed\n", - " 532\n", - " 50.0\n", - " 1064\n", - " 47.4\n", - " 2.6\n", - " 09-Sep\n", + " 525\n", + " 51.4\n", + " 1022\n", + " 50\n", + " 1.4\n", + " unknown\n", " \n", " \n", " Other\n", " 525\n", - " 48.7\n", - " 1078\n", - " 46.1\n", - " 2.6\n", - " 13-Sep\n", + " 49.7\n", + " 1057\n", + " 48.3\n", + " 1.4\n", + " unknown\n", " \n", " \n", " South Asian\n", - " 525\n", - " 49.7\n", - " 1057\n", - " 47.7\n", - " 2\n", - " 13-Oct\n", + " 539\n", + " 49.4\n", + " 1092\n", + " 48.7\n", + " 0.7\n", + " unknown\n", " \n", " \n", " Unknown\n", - " 476\n", - " 52.7\n", - " 903\n", - " 50.4\n", - " 2.3\n", - " 15-Sep\n", + " 462\n", + " 48.9\n", + " 945\n", + " 46.7\n", + " 2.2\n", + " 11-Jan\n", " \n", " \n", " White\n", - " 490\n", - " 48.6\n", + " 532\n", + " 52.8\n", " 1008\n", - " 46.5\n", - " 2.1\n", - " 10-Oct\n", + " 51.4\n", + " 1.4\n", + " unknown\n", " \n", " \n", " ethnicity_16_groups\n", " African\n", - " 168\n", - " 51.1\n", - " 329\n", - " 48.9\n", - " 2.2\n", - " 25-Sep\n", + " 182\n", + " 54.2\n", + " 336\n", + " 52.1\n", + " 2.1\n", + " 31-Dec\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", - " 168\n", - " 53.3\n", - " 315\n", + " 161\n", " 51.1\n", + " 315\n", + " 48.9\n", " 2.2\n", - " 18-Sep\n", + " 04-Jan\n", " \n", " \n", " Caribbean\n", - " 182\n", - " 53.1\n", + " 161\n", + " 46.9\n", " 343\n", - " 49\n", - " 4.1\n", - " 27-Jul\n", + " 46.9\n", + " 0\n", + " unknown\n", " \n", " \n", " Chinese\n", - " 168\n", - " 50.0\n", - " 336\n", - " 47.9\n", - " 2.1\n", - " 05-Oct\n", - " \n", - " \n", - " Other\n", " 161\n", " 50.0\n", " 322\n", " 47.8\n", " 2.2\n", - " 29-Sep\n", + " 08-Jan\n", " \n", " \n", - " Other Asian\n", + " Other\n", " 175\n", - " 53.2\n", - " 329\n", - " 51.1\n", - " 2.1\n", - " 24-Sep\n", + " 48.1\n", + " 364\n", + " 46.2\n", + " 1.9\n", + " 04-Feb\n", + " \n", + " \n", + " Other Asian\n", + " 147\n", + " 50.0\n", + " 294\n", + " 50\n", + " 0\n", + " unknown\n", " \n", " \n", " British or Mixed British\n", - " 175\n", - " 49.0\n", - " 357\n", - " 45.1\n", - " 3.9\n", - " 06-Aug\n", + " 168\n", + " 50.0\n", + " 336\n", + " 47.9\n", + " 2.1\n", + " 14-Jan\n", " \n", " \n", " Indian or British Indian\n", + " 161\n", + " 50.0\n", + " 322\n", + " 50\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Irish\n", " 168\n", - " 53.3\n", - " 315\n", " 51.1\n", + " 329\n", + " 48.9\n", " 2.2\n", - " 18-Sep\n", + " 04-Jan\n", " \n", " \n", - " Irish\n", - " 175\n", - " 50.0\n", + " Other Black\n", + " 182\n", + " 52.0\n", " 350\n", - " 48\n", + " 50\n", " 2\n", - " 12-Oct\n", - " \n", - " \n", - " Other Black\n", - " 154\n", - " 48.9\n", - " 315\n", - " 46.7\n", - " 2.2\n", - " 02-Oct\n", + " 14-Jan\n", " \n", " \n", " Other White\n", - " 140\n", - " 43.5\n", - " 322\n", - " 41.3\n", + " 147\n", + " 47.7\n", + " 308\n", + " 45.5\n", " 2.2\n", - " 19-Oct\n", + " 15-Jan\n", " \n", " \n", " Other mixed\n", - " 147\n", - " 43.8\n", - " 336\n", - " 41.7\n", - " 2.1\n", - " 26-Oct\n", + " 161\n", + " 53.5\n", + " 301\n", + " 51.2\n", + " 2.3\n", + " 23-Dec\n", " \n", " \n", " Pakistani or British Pakistani\n", - " 154\n", - " 48.9\n", - " 315\n", - " 46.7\n", - " 2.2\n", - " 02-Oct\n", + " 182\n", + " 56.5\n", + " 322\n", + " 56.5\n", + " 0\n", + " unknown\n", " \n", " \n", " Unknown\n", - " 441\n", - " 48.5\n", - " 910\n", - " 46.9\n", - " 1.6\n", + " 469\n", + " 51.1\n", + " 917\n", + " 49.6\n", + " 1.5\n", " unknown\n", " \n", " \n", " White + Asian\n", - " 168\n", - " 49.0\n", - " 343\n", - " 46.9\n", - " 2.1\n", - " 08-Oct\n", + " 161\n", + " 47.9\n", + " 336\n", + " 47.9\n", + " 0\n", + " unknown\n", " \n", " \n", " White + Black African\n", - " 168\n", - " 54.5\n", - " 308\n", - " 52.3\n", - " 2.2\n", - " 14-Sep\n", + " 161\n", + " 48.9\n", + " 329\n", + " 46.8\n", + " 2.1\n", + " 18-Jan\n", " \n", " \n", " White + Black Caribbean\n", - " 154\n", - " 48.9\n", - " 315\n", - " 46.7\n", - " 2.2\n", - " 02-Oct\n", + " 168\n", + " 50.0\n", + " 336\n", + " 47.9\n", + " 2.1\n", + " 14-Jan\n", " \n", " \n", " imd_categories\n", " 1 Most deprived\n", - " 581\n", - " 49.7\n", - " 1169\n", - " 47.3\n", - " 2.4\n", - " 19-Sep\n", + " 609\n", + " 50.3\n", + " 1211\n", + " 48.6\n", + " 1.7\n", + " 13-Feb\n", " \n", " \n", " 2\n", " 602\n", - " 50.3\n", - " 1197\n", - " 48\n", - " 2.3\n", - " 22-Sep\n", + " 51.8\n", + " 1162\n", + " 50.6\n", + " 1.2\n", + " unknown\n", " \n", " \n", " 3\n", - " 574\n", - " 47.7\n", - " 1204\n", - " 45.9\n", - " 1.8\n", - " 05-Nov\n", + " 588\n", + " 50.6\n", + " 1162\n", + " 49.4\n", + " 1.2\n", + " unknown\n", " \n", " \n", " 4\n", - " 560\n", - " 48.8\n", - " 1148\n", - " 45.7\n", - " 3.1\n", - " 26-Aug\n", + " 595\n", + " 50.9\n", + " 1169\n", + " 49.1\n", + " 1.8\n", + " 02-Feb\n", " \n", " \n", " 5 Least deprived\n", - " 588\n", - " 52.5\n", + " 553\n", + " 49.4\n", " 1120\n", - " 50.6\n", - " 1.9\n", - " 10-Oct\n", + " 48.1\n", + " 1.3\n", + " unknown\n", " \n", " \n", " Unknown\n", " 161\n", - " 51.1\n", - " 315\n", " 48.9\n", - " 2.2\n", - " 25-Sep\n", + " 329\n", + " 48.9\n", + " 0\n", + " unknown\n", " \n", " \n", "\n", @@ -7935,178 +7998,178 @@ "text/plain": [ " vaccinated percent \\\n", "category group \n", - "overall overall 3064 49.8 \n", - "sex F 1589 50.1 \n", - " M 1470 49.2 \n", - "ethnicity_6_groups Black 518 49.7 \n", - " Mixed 532 50.0 \n", - " Other 525 48.7 \n", - " South Asian 525 49.7 \n", - " Unknown 476 52.7 \n", - " White 490 48.6 \n", - "ethnicity_16_groups African 168 51.1 \n", - " Bangladeshi or British Bangladeshi 168 53.3 \n", - " Caribbean 182 53.1 \n", - " Chinese 168 50.0 \n", - " Other 161 50.0 \n", - " Other Asian 175 53.2 \n", - " British or Mixed British 175 49.0 \n", - " Indian or British Indian 168 53.3 \n", - " Irish 175 50.0 \n", - " Other Black 154 48.9 \n", - " Other White 140 43.5 \n", - " Other mixed 147 43.8 \n", - " Pakistani or British Pakistani 154 48.9 \n", - " Unknown 441 48.5 \n", - " White + Asian 168 49.0 \n", - " White + Black African 168 54.5 \n", - " White + Black Caribbean 154 48.9 \n", - "imd_categories 1 Most deprived 581 49.7 \n", - " 2 602 50.3 \n", - " 3 574 47.7 \n", - " 4 560 48.8 \n", - " 5 Least deprived 588 52.5 \n", - " Unknown 161 51.1 \n", + "overall overall 3108 50.5 \n", + "sex F 1610 50.2 \n", + " M 1498 50.7 \n", + "ethnicity_6_groups Black 532 51.4 \n", + " Mixed 525 51.4 \n", + " Other 525 49.7 \n", + " South Asian 539 49.4 \n", + " Unknown 462 48.9 \n", + " White 532 52.8 \n", + "ethnicity_16_groups African 182 54.2 \n", + " Bangladeshi or British Bangladeshi 161 51.1 \n", + " Caribbean 161 46.9 \n", + " Chinese 161 50.0 \n", + " Other 175 48.1 \n", + " Other Asian 147 50.0 \n", + " British or Mixed British 168 50.0 \n", + " Indian or British Indian 161 50.0 \n", + " Irish 168 51.1 \n", + " Other Black 182 52.0 \n", + " Other White 147 47.7 \n", + " Other mixed 161 53.5 \n", + " Pakistani or British Pakistani 182 56.5 \n", + " Unknown 469 51.1 \n", + " White + Asian 161 47.9 \n", + " White + Black African 161 48.9 \n", + " White + Black Caribbean 168 50.0 \n", + "imd_categories 1 Most deprived 609 50.3 \n", + " 2 602 51.8 \n", + " 3 588 50.6 \n", + " 4 595 50.9 \n", + " 5 Least deprived 553 49.4 \n", + " Unknown 161 48.9 \n", "\n", " total \\\n", "category group \n", - "overall overall 6153 \n", - "sex F 3171 \n", - " M 2989 \n", - "ethnicity_6_groups Black 1043 \n", - " Mixed 1064 \n", - " Other 1078 \n", - " South Asian 1057 \n", - " Unknown 903 \n", + "overall overall 6160 \n", + "sex F 3206 \n", + " M 2954 \n", + "ethnicity_6_groups Black 1036 \n", + " Mixed 1022 \n", + " Other 1057 \n", + " South Asian 1092 \n", + " Unknown 945 \n", " White 1008 \n", - "ethnicity_16_groups African 329 \n", + "ethnicity_16_groups African 336 \n", " Bangladeshi or British Bangladeshi 315 \n", " Caribbean 343 \n", - " Chinese 336 \n", - " Other 322 \n", - " Other Asian 329 \n", - " British or Mixed British 357 \n", - " Indian or British Indian 315 \n", - " Irish 350 \n", - " Other Black 315 \n", - " Other White 322 \n", - " Other mixed 336 \n", - " Pakistani or British Pakistani 315 \n", - " Unknown 910 \n", - " White + Asian 343 \n", - " White + Black African 308 \n", - " White + Black Caribbean 315 \n", - "imd_categories 1 Most deprived 1169 \n", - " 2 1197 \n", - " 3 1204 \n", - " 4 1148 \n", + " Chinese 322 \n", + " Other 364 \n", + " Other Asian 294 \n", + " British or Mixed British 336 \n", + " Indian or British Indian 322 \n", + " Irish 329 \n", + " Other Black 350 \n", + " Other White 308 \n", + " Other mixed 301 \n", + " Pakistani or British Pakistani 322 \n", + " Unknown 917 \n", + " White + Asian 336 \n", + " White + Black African 329 \n", + " White + Black Caribbean 336 \n", + "imd_categories 1 Most deprived 1211 \n", + " 2 1162 \n", + " 3 1162 \n", + " 4 1169 \n", " 5 Least deprived 1120 \n", - " Unknown 315 \n", + " Unknown 329 \n", "\n", " vaccinated 7d previous (percent) \\\n", "category group \n", - "overall overall 47.6 \n", - "sex F 48.1 \n", - " M 46.8 \n", - "ethnicity_6_groups Black 47 \n", - " Mixed 47.4 \n", - " Other 46.1 \n", - " South Asian 47.7 \n", - " Unknown 50.4 \n", - " White 46.5 \n", - "ethnicity_16_groups African 48.9 \n", - " Bangladeshi or British Bangladeshi 51.1 \n", - " Caribbean 49 \n", - " Chinese 47.9 \n", - " Other 47.8 \n", - " Other Asian 51.1 \n", - " British or Mixed British 45.1 \n", - " Indian or British Indian 51.1 \n", - " Irish 48 \n", - " Other Black 46.7 \n", - " Other White 41.3 \n", - " Other mixed 41.7 \n", - " Pakistani or British Pakistani 46.7 \n", - " Unknown 46.9 \n", - " White + Asian 46.9 \n", - " White + Black African 52.3 \n", - " White + Black Caribbean 46.7 \n", - "imd_categories 1 Most deprived 47.3 \n", - " 2 48 \n", - " 3 45.9 \n", - " 4 45.7 \n", - " 5 Least deprived 50.6 \n", + "overall overall 49.1 \n", + "sex F 48.7 \n", + " M 49.5 \n", + "ethnicity_6_groups Black 49.3 \n", + " Mixed 50 \n", + " Other 48.3 \n", + " South Asian 48.7 \n", + " Unknown 46.7 \n", + " White 51.4 \n", + "ethnicity_16_groups African 52.1 \n", + " Bangladeshi or British Bangladeshi 48.9 \n", + " Caribbean 46.9 \n", + " Chinese 47.8 \n", + " Other 46.2 \n", + " Other Asian 50 \n", + " British or Mixed British 47.9 \n", + " Indian or British Indian 50 \n", + " Irish 48.9 \n", + " Other Black 50 \n", + " Other White 45.5 \n", + " Other mixed 51.2 \n", + " Pakistani or British Pakistani 56.5 \n", + " Unknown 49.6 \n", + " White + Asian 47.9 \n", + " White + Black African 46.8 \n", + " White + Black Caribbean 47.9 \n", + "imd_categories 1 Most deprived 48.6 \n", + " 2 50.6 \n", + " 3 49.4 \n", + " 4 49.1 \n", + " 5 Least deprived 48.1 \n", " Unknown 48.9 \n", "\n", " Uptake over last 7d (percent) \\\n", "category group \n", - "overall overall 2.2 \n", - "sex F 2 \n", - " M 2.4 \n", - "ethnicity_6_groups Black 2.7 \n", - " Mixed 2.6 \n", - " Other 2.6 \n", - " South Asian 2 \n", - " Unknown 2.3 \n", - " White 2.1 \n", - "ethnicity_16_groups African 2.2 \n", + "overall overall 1.4 \n", + "sex F 1.5 \n", + " M 1.2 \n", + "ethnicity_6_groups Black 2.1 \n", + " Mixed 1.4 \n", + " Other 1.4 \n", + " South Asian 0.7 \n", + " Unknown 2.2 \n", + " White 1.4 \n", + "ethnicity_16_groups African 2.1 \n", " Bangladeshi or British Bangladeshi 2.2 \n", - " Caribbean 4.1 \n", - " Chinese 2.1 \n", - " Other 2.2 \n", - " Other Asian 2.1 \n", - " British or Mixed British 3.9 \n", - " Indian or British Indian 2.2 \n", - " Irish 2 \n", - " Other Black 2.2 \n", + " Caribbean 0 \n", + " Chinese 2.2 \n", + " Other 1.9 \n", + " Other Asian 0 \n", + " British or Mixed British 2.1 \n", + " Indian or British Indian 0 \n", + " Irish 2.2 \n", + " Other Black 2 \n", " Other White 2.2 \n", - " Other mixed 2.1 \n", - " Pakistani or British Pakistani 2.2 \n", - " Unknown 1.6 \n", - " White + Asian 2.1 \n", - " White + Black African 2.2 \n", - " White + Black Caribbean 2.2 \n", - "imd_categories 1 Most deprived 2.4 \n", - " 2 2.3 \n", - " 3 1.8 \n", - " 4 3.1 \n", - " 5 Least deprived 1.9 \n", - " Unknown 2.2 \n", + " Other mixed 2.3 \n", + " Pakistani or British Pakistani 0 \n", + " Unknown 1.5 \n", + " White + Asian 0 \n", + " White + Black African 2.1 \n", + " White + Black Caribbean 2.1 \n", + "imd_categories 1 Most deprived 1.7 \n", + " 2 1.2 \n", + " 3 1.2 \n", + " 4 1.8 \n", + " 5 Least deprived 1.3 \n", + " Unknown 0 \n", "\n", " Date projected to reach 90% \n", "category group \n", - "overall overall 29-Sep \n", - "sex F 11-Oct \n", - " M 21-Sep \n", - "ethnicity_6_groups Black 06-Sep \n", - " Mixed 09-Sep \n", - " Other 13-Sep \n", - " South Asian 13-Oct \n", - " Unknown 15-Sep \n", - " White 10-Oct \n", - "ethnicity_16_groups African 25-Sep \n", - " Bangladeshi or British Bangladeshi 18-Sep \n", - " Caribbean 27-Jul \n", - " Chinese 05-Oct \n", - " Other 29-Sep \n", - " Other Asian 24-Sep \n", - " British or Mixed British 06-Aug \n", - " Indian or British Indian 18-Sep \n", - " Irish 12-Oct \n", - " Other Black 02-Oct \n", - " Other White 19-Oct \n", - " Other mixed 26-Oct \n", - " Pakistani or British Pakistani 02-Oct \n", + "overall overall unknown \n", + "sex F unknown \n", + " M unknown \n", + "ethnicity_6_groups Black 09-Jan \n", + " Mixed unknown \n", + " Other unknown \n", + " South Asian unknown \n", + " Unknown 11-Jan \n", + " White unknown \n", + "ethnicity_16_groups African 31-Dec \n", + " Bangladeshi or British Bangladeshi 04-Jan \n", + " Caribbean unknown \n", + " Chinese 08-Jan \n", + " Other 04-Feb \n", + " Other Asian unknown \n", + " British or Mixed British 14-Jan \n", + " Indian or British Indian unknown \n", + " Irish 04-Jan \n", + " Other Black 14-Jan \n", + " Other White 15-Jan \n", + " Other mixed 23-Dec \n", + " Pakistani or British Pakistani unknown \n", " Unknown unknown \n", - " White + Asian 08-Oct \n", - " White + Black African 14-Sep \n", - " White + Black Caribbean 02-Oct \n", - "imd_categories 1 Most deprived 19-Sep \n", - " 2 22-Sep \n", - " 3 05-Nov \n", - " 4 26-Aug \n", - " 5 Least deprived 10-Oct \n", - " Unknown 25-Sep " + " White + Asian unknown \n", + " White + Black African 18-Jan \n", + " White + Black Caribbean 14-Jan \n", + "imd_categories 1 Most deprived 13-Feb \n", + " 2 unknown \n", + " 3 unknown \n", + " 4 02-Feb \n", + " 5 Least deprived unknown \n", + " Unknown unknown " ] }, "metadata": {}, @@ -8127,7 +8190,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (first dose) among **30-39** population up to 25 May 2021" + "## COVID vaccination rollout (first dose) among **30-39** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -8193,295 +8256,295 @@ " \n", " overall\n", " overall\n", - " 3236\n", - " 50.1\n", - " 6461\n", - " 48\n", - " 2.1\n", - " 05-Oct\n", + " 3170\n", + " 49.7\n", + " 6377\n", + " 48.3\n", + " 1.4\n", + " unknown\n", " \n", " \n", " sex\n", " F\n", - " 1596\n", - " 48.7\n", - " 3276\n", - " 46.6\n", - " 2.1\n", - " 09-Oct\n", + " 1589\n", + " 49.3\n", + " 3220\n", + " 47.8\n", + " 1.5\n", + " unknown\n", " \n", " \n", " M\n", - " 1638\n", - " 51.4\n", - " 3185\n", - " 49.5\n", - " 1.9\n", - " 14-Oct\n", + " 1582\n", + " 50.1\n", + " 3157\n", + " 48.8\n", + " 1.3\n", + " unknown\n", " \n", " \n", " ethnicity_6_groups\n", " Black\n", - " 546\n", - " 51.3\n", - " 1064\n", - " 48.7\n", - " 2.6\n", - " 06-Sep\n", + " 518\n", + " 48.1\n", + " 1078\n", + " 46.8\n", + " 1.3\n", + " unknown\n", " \n", " \n", " Mixed\n", - " 560\n", - " 49.4\n", - " 1134\n", - " 47.5\n", - " 1.9\n", - " 21-Oct\n", + " 539\n", + " 50.7\n", + " 1064\n", + " 48.7\n", + " 2\n", + " 18-Jan\n", " \n", " \n", " Other\n", - " 539\n", - " 49.4\n", + " 532\n", + " 48.7\n", " 1092\n", " 47.4\n", - " 2\n", - " 14-Oct\n", + " 1.3\n", + " unknown\n", " \n", " \n", " South Asian\n", " 532\n", - " 49.4\n", - " 1078\n", - " 46.1\n", - " 3.3\n", - " 19-Aug\n", + " 48.7\n", + " 1092\n", + " 48.1\n", + " 0.6\n", + " unknown\n", " \n", " \n", " Unknown\n", - " 476\n", + " 497\n", + " 51.1\n", + " 973\n", " 49.6\n", - " 959\n", - " 47.4\n", - " 2.2\n", - " 30-Sep\n", + " 1.5\n", + " unknown\n", " \n", " \n", " White\n", - " 581\n", - " 50.9\n", - " 1141\n", - " 49.7\n", - " 1.2\n", + " 553\n", + " 51.3\n", + " 1078\n", + " 50\n", + " 1.3\n", " unknown\n", " \n", " \n", " ethnicity_16_groups\n", " African\n", - " 175\n", - " 49.0\n", - " 357\n", - " 47.1\n", - " 1.9\n", - " 23-Oct\n", + " 161\n", + " 50.0\n", + " 322\n", + " 47.8\n", + " 2.2\n", + " 08-Jan\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", - " 154\n", - " 45.8\n", + " 161\n", + " 48.9\n", + " 329\n", + " 46.8\n", + " 2.1\n", + " 18-Jan\n", + " \n", + " \n", + " Caribbean\n", + " 161\n", + " 47.9\n", " 336\n", " 45.8\n", - " 0\n", - " unknown\n", - " \n", - " \n", - " Caribbean\n", - " 189\n", - " 52.9\n", - " 357\n", - " 51\n", - " 1.9\n", - " 08-Oct\n", + " 2.1\n", + " 21-Jan\n", " \n", " \n", " Chinese\n", - " 196\n", - " 52.8\n", - " 371\n", - " 50.9\n", - " 1.9\n", - " 09-Oct\n", + " 168\n", + " 52.2\n", + " 322\n", + " 50\n", + " 2.2\n", + " 01-Jan\n", " \n", " \n", " Other\n", - " 182\n", - " 54.2\n", - " 336\n", - " 52.1\n", - " 2.1\n", - " 21-Sep\n", + " 189\n", + " 51.9\n", + " 364\n", + " 51.9\n", + " 0\n", + " unknown\n", " \n", " \n", " Other Asian\n", - " 161\n", - " 48.9\n", - " 329\n", - " 48.9\n", + " 182\n", + " 49.1\n", + " 371\n", + " 49.1\n", " 0\n", " unknown\n", " \n", " \n", " British or Mixed British\n", - " 189\n", - " 54.0\n", - " 350\n", - " 52\n", - " 2\n", - " 28-Sep\n", + " 168\n", + " 49.0\n", + " 343\n", + " 49\n", + " 0\n", + " unknown\n", " \n", " \n", " Indian or British Indian\n", - " 175\n", - " 52.1\n", - " 336\n", + " 154\n", + " 50.0\n", + " 308\n", " 50\n", - " 2.1\n", - " 28-Sep\n", + " 0\n", + " unknown\n", " \n", " \n", " Irish\n", - " 168\n", - " 49.0\n", - " 343\n", - " 46.9\n", - " 2.1\n", - " 08-Oct\n", + " 182\n", + " 52.0\n", + " 350\n", + " 50\n", + " 2\n", + " 14-Jan\n", " \n", " \n", " Other Black\n", - " 147\n", - " 47.7\n", - " 308\n", - " 43.2\n", - " 4.5\n", - " 29-Jul\n", + " 182\n", + " 50.0\n", + " 364\n", + " 48.1\n", + " 1.9\n", + " 28-Jan\n", " \n", " \n", " Other White\n", - " 161\n", - " 50.0\n", - " 322\n", - " 47.8\n", + " 154\n", + " 48.9\n", + " 315\n", + " 46.7\n", " 2.2\n", - " 29-Sep\n", + " 11-Jan\n", " \n", " \n", " Other mixed\n", - " 175\n", - " 48.1\n", - " 364\n", - " 46.2\n", - " 1.9\n", - " 26-Oct\n", + " 182\n", + " 51.0\n", + " 357\n", + " 49\n", + " 2\n", + " 17-Jan\n", " \n", " \n", " Pakistani or British Pakistani\n", - " 175\n", - " 49.0\n", - " 357\n", - " 47.1\n", - " 1.9\n", - " 23-Oct\n", + " 154\n", + " 47.8\n", + " 322\n", + " 47.8\n", + " 0\n", + " unknown\n", " \n", " \n", " Unknown\n", - " 483\n", - " 50.0\n", - " 966\n", - " 47.1\n", - " 2.9\n", - " 29-Aug\n", + " 441\n", + " 47.0\n", + " 938\n", + " 46.3\n", + " 0.7\n", + " unknown\n", " \n", " \n", " White + Asian\n", - " 182\n", + " 175\n", " 51.0\n", - " 357\n", + " 343\n", " 49\n", " 2\n", - " 08-Oct\n", + " 17-Jan\n", " \n", " \n", " White + Black African\n", - " 161\n", - " 46.0\n", - " 350\n", - " 44\n", - " 2\n", - " 26-Oct\n", + " 175\n", + " 47.2\n", + " 371\n", + " 47.2\n", + " 0\n", + " unknown\n", " \n", " \n", " White + Black Caribbean\n", - " 168\n", - " 51.1\n", - " 329\n", - " 48.9\n", + " 182\n", + " 56.5\n", + " 322\n", + " 54.3\n", " 2.2\n", - " 25-Sep\n", + " 18-Dec\n", " \n", " \n", " imd_categories\n", " 1 Most deprived\n", - " 581\n", - " 48.3\n", - " 1204\n", - " 46.5\n", - " 1.8\n", - " 03-Nov\n", + " 658\n", + " 50.0\n", + " 1316\n", + " 48.4\n", + " 1.6\n", + " unknown\n", " \n", " \n", " 2\n", - " 651\n", - " 50.8\n", - " 1281\n", - " 48.1\n", - " 2.7\n", - " 03-Sep\n", + " 602\n", + " 50.3\n", + " 1197\n", + " 48.5\n", + " 1.8\n", + " 04-Feb\n", " \n", " \n", " 3\n", - " 595\n", + " 609\n", + " 51.2\n", + " 1190\n", " 49.4\n", - " 1204\n", - " 47.7\n", - " 1.7\n", - " 08-Nov\n", + " 1.8\n", + " 31-Jan\n", " \n", " \n", " 4\n", - " 637\n", - " 52.0\n", - " 1225\n", + " 609\n", + " 52.1\n", + " 1169\n", " 50.3\n", - " 1.7\n", - " 28-Oct\n", + " 1.8\n", + " 28-Jan\n", " \n", " \n", " 5 Least deprived\n", - " 602\n", - " 50.0\n", - " 1204\n", - " 47.7\n", - " 2.3\n", - " 23-Sep\n", + " 567\n", + " 46.0\n", + " 1232\n", + " 44.9\n", + " 1.1\n", + " unknown\n", " \n", " \n", " Unknown\n", - " 175\n", - " 51.0\n", - " 343\n", - " 46.9\n", - " 4.1\n", - " 30-Jul\n", + " 126\n", + " 46.2\n", + " 273\n", + " 46.2\n", + " 0\n", + " unknown\n", " \n", " \n", "\n", @@ -8490,178 +8553,178 @@ "text/plain": [ " vaccinated percent \\\n", "category group \n", - "overall overall 3236 50.1 \n", - "sex F 1596 48.7 \n", - " M 1638 51.4 \n", - "ethnicity_6_groups Black 546 51.3 \n", - " Mixed 560 49.4 \n", - " Other 539 49.4 \n", - " South Asian 532 49.4 \n", - " Unknown 476 49.6 \n", - " White 581 50.9 \n", - "ethnicity_16_groups African 175 49.0 \n", - " Bangladeshi or British Bangladeshi 154 45.8 \n", - " Caribbean 189 52.9 \n", - " Chinese 196 52.8 \n", - " Other 182 54.2 \n", - " Other Asian 161 48.9 \n", - " British or Mixed British 189 54.0 \n", - " Indian or British Indian 175 52.1 \n", - " Irish 168 49.0 \n", - " Other Black 147 47.7 \n", - " Other White 161 50.0 \n", - " Other mixed 175 48.1 \n", - " Pakistani or British Pakistani 175 49.0 \n", - " Unknown 483 50.0 \n", - " White + Asian 182 51.0 \n", - " White + Black African 161 46.0 \n", - " White + Black Caribbean 168 51.1 \n", - "imd_categories 1 Most deprived 581 48.3 \n", - " 2 651 50.8 \n", - " 3 595 49.4 \n", - " 4 637 52.0 \n", - " 5 Least deprived 602 50.0 \n", - " Unknown 175 51.0 \n", + "overall overall 3170 49.7 \n", + "sex F 1589 49.3 \n", + " M 1582 50.1 \n", + "ethnicity_6_groups Black 518 48.1 \n", + " Mixed 539 50.7 \n", + " Other 532 48.7 \n", + " South Asian 532 48.7 \n", + " Unknown 497 51.1 \n", + " White 553 51.3 \n", + "ethnicity_16_groups African 161 50.0 \n", + " Bangladeshi or British Bangladeshi 161 48.9 \n", + " Caribbean 161 47.9 \n", + " Chinese 168 52.2 \n", + " Other 189 51.9 \n", + " Other Asian 182 49.1 \n", + " British or Mixed British 168 49.0 \n", + " Indian or British Indian 154 50.0 \n", + " Irish 182 52.0 \n", + " Other Black 182 50.0 \n", + " Other White 154 48.9 \n", + " Other mixed 182 51.0 \n", + " Pakistani or British Pakistani 154 47.8 \n", + " Unknown 441 47.0 \n", + " White + Asian 175 51.0 \n", + " White + Black African 175 47.2 \n", + " White + Black Caribbean 182 56.5 \n", + "imd_categories 1 Most deprived 658 50.0 \n", + " 2 602 50.3 \n", + " 3 609 51.2 \n", + " 4 609 52.1 \n", + " 5 Least deprived 567 46.0 \n", + " Unknown 126 46.2 \n", "\n", " total \\\n", "category group \n", - "overall overall 6461 \n", - "sex F 3276 \n", - " M 3185 \n", - "ethnicity_6_groups Black 1064 \n", - " Mixed 1134 \n", + "overall overall 6377 \n", + "sex F 3220 \n", + " M 3157 \n", + "ethnicity_6_groups Black 1078 \n", + " Mixed 1064 \n", " Other 1092 \n", - " South Asian 1078 \n", - " Unknown 959 \n", - " White 1141 \n", - "ethnicity_16_groups African 357 \n", - " Bangladeshi or British Bangladeshi 336 \n", - " Caribbean 357 \n", - " Chinese 371 \n", - " Other 336 \n", - " Other Asian 329 \n", - " British or Mixed British 350 \n", - " Indian or British Indian 336 \n", - " Irish 343 \n", - " Other Black 308 \n", - " Other White 322 \n", - " Other mixed 364 \n", - " Pakistani or British Pakistani 357 \n", - " Unknown 966 \n", - " White + Asian 357 \n", - " White + Black African 350 \n", - " White + Black Caribbean 329 \n", - "imd_categories 1 Most deprived 1204 \n", - " 2 1281 \n", - " 3 1204 \n", - " 4 1225 \n", - " 5 Least deprived 1204 \n", - " Unknown 343 \n", + " South Asian 1092 \n", + " Unknown 973 \n", + " White 1078 \n", + "ethnicity_16_groups African 322 \n", + " Bangladeshi or British Bangladeshi 329 \n", + " Caribbean 336 \n", + " Chinese 322 \n", + " Other 364 \n", + " Other Asian 371 \n", + " British or Mixed British 343 \n", + " Indian or British Indian 308 \n", + " Irish 350 \n", + " Other Black 364 \n", + " Other White 315 \n", + " Other mixed 357 \n", + " Pakistani or British Pakistani 322 \n", + " Unknown 938 \n", + " White + Asian 343 \n", + " White + Black African 371 \n", + " White + Black Caribbean 322 \n", + "imd_categories 1 Most deprived 1316 \n", + " 2 1197 \n", + " 3 1190 \n", + " 4 1169 \n", + " 5 Least deprived 1232 \n", + " Unknown 273 \n", "\n", " vaccinated 7d previous (percent) \\\n", "category group \n", - "overall overall 48 \n", - "sex F 46.6 \n", - " M 49.5 \n", - "ethnicity_6_groups Black 48.7 \n", - " Mixed 47.5 \n", + "overall overall 48.3 \n", + "sex F 47.8 \n", + " M 48.8 \n", + "ethnicity_6_groups Black 46.8 \n", + " Mixed 48.7 \n", " Other 47.4 \n", - " South Asian 46.1 \n", - " Unknown 47.4 \n", - " White 49.7 \n", - "ethnicity_16_groups African 47.1 \n", - " Bangladeshi or British Bangladeshi 45.8 \n", - " Caribbean 51 \n", - " Chinese 50.9 \n", - " Other 52.1 \n", - " Other Asian 48.9 \n", - " British or Mixed British 52 \n", + " South Asian 48.1 \n", + " Unknown 49.6 \n", + " White 50 \n", + "ethnicity_16_groups African 47.8 \n", + " Bangladeshi or British Bangladeshi 46.8 \n", + " Caribbean 45.8 \n", + " Chinese 50 \n", + " Other 51.9 \n", + " Other Asian 49.1 \n", + " British or Mixed British 49 \n", " Indian or British Indian 50 \n", - " Irish 46.9 \n", - " Other Black 43.2 \n", - " Other White 47.8 \n", - " Other mixed 46.2 \n", - " Pakistani or British Pakistani 47.1 \n", - " Unknown 47.1 \n", + " Irish 50 \n", + " Other Black 48.1 \n", + " Other White 46.7 \n", + " Other mixed 49 \n", + " Pakistani or British Pakistani 47.8 \n", + " Unknown 46.3 \n", " White + Asian 49 \n", - " White + Black African 44 \n", - " White + Black Caribbean 48.9 \n", - "imd_categories 1 Most deprived 46.5 \n", - " 2 48.1 \n", - " 3 47.7 \n", + " White + Black African 47.2 \n", + " White + Black Caribbean 54.3 \n", + "imd_categories 1 Most deprived 48.4 \n", + " 2 48.5 \n", + " 3 49.4 \n", " 4 50.3 \n", - " 5 Least deprived 47.7 \n", - " Unknown 46.9 \n", + " 5 Least deprived 44.9 \n", + " Unknown 46.2 \n", "\n", " Uptake over last 7d (percent) \\\n", "category group \n", - "overall overall 2.1 \n", - "sex F 2.1 \n", - " M 1.9 \n", - "ethnicity_6_groups Black 2.6 \n", - " Mixed 1.9 \n", - " Other 2 \n", - " South Asian 3.3 \n", - " Unknown 2.2 \n", - " White 1.2 \n", - "ethnicity_16_groups African 1.9 \n", - " Bangladeshi or British Bangladeshi 0 \n", - " Caribbean 1.9 \n", - " Chinese 1.9 \n", - " Other 2.1 \n", + "overall overall 1.4 \n", + "sex F 1.5 \n", + " M 1.3 \n", + "ethnicity_6_groups Black 1.3 \n", + " Mixed 2 \n", + " Other 1.3 \n", + " South Asian 0.6 \n", + " Unknown 1.5 \n", + " White 1.3 \n", + "ethnicity_16_groups African 2.2 \n", + " Bangladeshi or British Bangladeshi 2.1 \n", + " Caribbean 2.1 \n", + " Chinese 2.2 \n", + " Other 0 \n", " Other Asian 0 \n", - " British or Mixed British 2 \n", - " Indian or British Indian 2.1 \n", - " Irish 2.1 \n", - " Other Black 4.5 \n", + " British or Mixed British 0 \n", + " Indian or British Indian 0 \n", + " Irish 2 \n", + " Other Black 1.9 \n", " Other White 2.2 \n", - " Other mixed 1.9 \n", - " Pakistani or British Pakistani 1.9 \n", - " Unknown 2.9 \n", + " Other mixed 2 \n", + " Pakistani or British Pakistani 0 \n", + " Unknown 0.7 \n", " White + Asian 2 \n", - " White + Black African 2 \n", + " White + Black African 0 \n", " White + Black Caribbean 2.2 \n", - "imd_categories 1 Most deprived 1.8 \n", - " 2 2.7 \n", - " 3 1.7 \n", - " 4 1.7 \n", - " 5 Least deprived 2.3 \n", - " Unknown 4.1 \n", + "imd_categories 1 Most deprived 1.6 \n", + " 2 1.8 \n", + " 3 1.8 \n", + " 4 1.8 \n", + " 5 Least deprived 1.1 \n", + " Unknown 0 \n", "\n", " Date projected to reach 90% \n", "category group \n", - "overall overall 05-Oct \n", - "sex F 09-Oct \n", - " M 14-Oct \n", - "ethnicity_6_groups Black 06-Sep \n", - " Mixed 21-Oct \n", - " Other 14-Oct \n", - " South Asian 19-Aug \n", - " Unknown 30-Sep \n", + "overall overall unknown \n", + "sex F unknown \n", + " M unknown \n", + "ethnicity_6_groups Black unknown \n", + " Mixed 18-Jan \n", + " Other unknown \n", + " South Asian unknown \n", + " Unknown unknown \n", " White unknown \n", - "ethnicity_16_groups African 23-Oct \n", - " Bangladeshi or British Bangladeshi unknown \n", - " Caribbean 08-Oct \n", - " Chinese 09-Oct \n", - " Other 21-Sep \n", + "ethnicity_16_groups African 08-Jan \n", + " Bangladeshi or British Bangladeshi 18-Jan \n", + " Caribbean 21-Jan \n", + " Chinese 01-Jan \n", + " Other unknown \n", " Other Asian unknown \n", - " British or Mixed British 28-Sep \n", - " Indian or British Indian 28-Sep \n", - " Irish 08-Oct \n", - " Other Black 29-Jul \n", - " Other White 29-Sep \n", - " Other mixed 26-Oct \n", - " Pakistani or British Pakistani 23-Oct \n", - " Unknown 29-Aug \n", - " White + Asian 08-Oct \n", - " White + Black African 26-Oct \n", - " White + Black Caribbean 25-Sep \n", - "imd_categories 1 Most deprived 03-Nov \n", - " 2 03-Sep \n", - " 3 08-Nov \n", - " 4 28-Oct \n", - " 5 Least deprived 23-Sep \n", - " Unknown 30-Jul " + " British or Mixed British unknown \n", + " Indian or British Indian unknown \n", + " Irish 14-Jan \n", + " Other Black 28-Jan \n", + " Other White 11-Jan \n", + " Other mixed 17-Jan \n", + " Pakistani or British Pakistani unknown \n", + " Unknown unknown \n", + " White + Asian 17-Jan \n", + " White + Black African unknown \n", + " White + Black Caribbean 18-Dec \n", + "imd_categories 1 Most deprived unknown \n", + " 2 04-Feb \n", + " 3 31-Jan \n", + " 4 28-Jan \n", + " 5 Least deprived unknown \n", + " Unknown unknown " ] }, "metadata": {}, @@ -8682,7 +8745,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (first dose) among **18-29** population up to 25 May 2021" + "## COVID vaccination rollout (first dose) among **18-29** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -8748,295 +8811,295 @@ " \n", " overall\n", " overall\n", - " 8991\n", - " 50.2\n", - " 17906\n", - " 48.1\n", - " 2.1\n", - " 04-Oct\n", + " 3753\n", + " 50.3\n", + " 7455\n", + " 49.1\n", + " 1.2\n", + " unknown\n", " \n", " \n", " sex\n", " F\n", - " 4641\n", - " 50.7\n", - " 9156\n", - " 48.8\n", - " 1.9\n", - " 16-Oct\n", + " 1911\n", + " 50.4\n", + " 3794\n", + " 48.9\n", + " 1.5\n", + " unknown\n", " \n", " \n", " M\n", - " 4354\n", - " 49.8\n", - " 8743\n", - " 47.5\n", - " 2.3\n", - " 24-Sep\n", + " 1848\n", + " 50.5\n", + " 3661\n", + " 49.1\n", + " 1.4\n", + " unknown\n", " \n", " \n", " ethnicity_6_groups\n", " Black\n", - " 1589\n", - " 49.7\n", - " 3199\n", - " 47.7\n", - " 2\n", - " 13-Oct\n", + " 602\n", + " 48.9\n", + " 1232\n", + " 47.2\n", + " 1.7\n", + " 19-Feb\n", " \n", " \n", " Mixed\n", - " 1575\n", - " 51.1\n", - " 3080\n", - " 48.6\n", - " 2.5\n", - " 10-Sep\n", + " 693\n", + " 53.8\n", + " 1288\n", + " 52.7\n", + " 1.1\n", + " unknown\n", " \n", " \n", " Other\n", - " 1484\n", - " 50.0\n", - " 2968\n", - " 48.1\n", - " 1.9\n", - " 19-Oct\n", + " 644\n", + " 50.8\n", + " 1267\n", + " 49.7\n", + " 1.1\n", + " unknown\n", " \n", " \n", " South Asian\n", - " 1470\n", - " 48.8\n", - " 3010\n", - " 46.3\n", - " 2.5\n", - " 17-Sep\n", + " 616\n", + " 49.2\n", + " 1253\n", + " 48\n", + " 1.2\n", + " unknown\n", " \n", " \n", " Unknown\n", - " 1386\n", - " 51.4\n", - " 2695\n", - " 49.6\n", - " 1.8\n", - " 22-Oct\n", + " 546\n", + " 48.4\n", + " 1127\n", + " 47.2\n", + " 1.2\n", + " unknown\n", " \n", " \n", " White\n", - " 1491\n", + " 651\n", " 50.5\n", - " 2954\n", - " 48.6\n", - " 1.9\n", - " 17-Oct\n", + " 1288\n", + " 49.5\n", + " 1\n", + " unknown\n", " \n", " \n", " ethnicity_16_groups\n", " African\n", - " 497\n", - " 50.4\n", - " 987\n", - " 47.5\n", - " 2.9\n", - " 28-Aug\n", + " 210\n", + " 49.2\n", + " 427\n", + " 49.2\n", + " 0\n", + " unknown\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", - " 476\n", - " 50.0\n", - " 952\n", - " 48.5\n", - " 1.5\n", + " 210\n", + " 48.4\n", + " 434\n", + " 46.8\n", + " 1.6\n", " unknown\n", " \n", " \n", " Caribbean\n", - " 490\n", - " 50.7\n", - " 966\n", - " 49.3\n", - " 1.4\n", + " 175\n", + " 47.2\n", + " 371\n", + " 47.2\n", + " 0\n", " unknown\n", " \n", " \n", " Chinese\n", - " 441\n", - " 48.1\n", - " 917\n", - " 46.6\n", - " 1.5\n", + " 196\n", + " 47.5\n", + " 413\n", + " 45.8\n", + " 1.7\n", " unknown\n", " \n", " \n", " Other\n", - " 462\n", - " 48.9\n", - " 945\n", - " 46.7\n", - " 2.2\n", - " 02-Oct\n", + " 203\n", + " 50.0\n", + " 406\n", + " 50\n", + " 0\n", + " unknown\n", " \n", " \n", " Other Asian\n", - " 483\n", - " 52.7\n", - " 917\n", - " 51.1\n", - " 1.6\n", - " 04-Nov\n", + " 196\n", + " 52.8\n", + " 371\n", + " 52.8\n", + " 0\n", + " unknown\n", " \n", " \n", " British or Mixed British\n", - " 441\n", - " 47.7\n", - " 924\n", - " 45.5\n", - " 2.2\n", - " 06-Oct\n", + " 196\n", + " 49.1\n", + " 399\n", + " 47.4\n", + " 1.7\n", + " 18-Feb\n", " \n", " \n", " Indian or British Indian\n", - " 511\n", - " 52.9\n", - " 966\n", - " 50.7\n", - " 2.2\n", - " 20-Sep\n", + " 210\n", + " 55.6\n", + " 378\n", + " 53.7\n", + " 1.9\n", + " 07-Jan\n", " \n", " \n", " Irish\n", - " 469\n", - " 48.6\n", - " 966\n", - " 47.1\n", - " 1.5\n", + " 189\n", + " 43.5\n", + " 434\n", + " 43.5\n", + " 0\n", " unknown\n", " \n", " \n", " Other Black\n", - " 469\n", - " 48.9\n", - " 959\n", - " 46\n", - " 2.9\n", - " 01-Sep\n", + " 210\n", + " 51.7\n", + " 406\n", + " 50\n", + " 1.7\n", + " 07-Feb\n", " \n", " \n", " Other White\n", - " 476\n", - " 51.1\n", - " 931\n", - " 48.9\n", - " 2.2\n", - " 25-Sep\n", + " 182\n", + " 48.1\n", + " 378\n", + " 48.1\n", + " 0\n", + " unknown\n", " \n", " \n", " Other mixed\n", - " 483\n", - " 48.6\n", - " 994\n", - " 46.5\n", - " 2.1\n", - " 10-Oct\n", + " 182\n", + " 51.0\n", + " 357\n", + " 49\n", + " 2\n", + " 17-Jan\n", " \n", " \n", " Pakistani or British Pakistani\n", - " 490\n", - " 51.1\n", - " 959\n", - " 50.4\n", - " 0.7\n", - " unknown\n", + " 210\n", + " 52.6\n", + " 399\n", + " 50.9\n", + " 1.7\n", + " 04-Feb\n", " \n", " \n", " Unknown\n", - " 1358\n", - " 50.0\n", - " 2716\n", - " 47.9\n", - " 2.1\n", - " 05-Oct\n", + " 595\n", + " 52.8\n", + " 1127\n", + " 51.6\n", + " 1.2\n", + " unknown\n", " \n", " \n", " White + Asian\n", - " 476\n", - " 48.2\n", - " 987\n", - " 46.1\n", - " 2.1\n", - " 11-Oct\n", + " 203\n", + " 51.8\n", + " 392\n", + " 51.8\n", + " 0\n", + " unknown\n", " \n", " \n", " White + Black African\n", - " 490\n", - " 54.7\n", - " 896\n", - " 53.1\n", - " 1.6\n", - " 26-Oct\n", + " 210\n", + " 50.0\n", + " 420\n", + " 48.3\n", + " 1.7\n", + " 14-Feb\n", " \n", " \n", " White + Black Caribbean\n", - " 469\n", - " 51.5\n", - " 910\n", - " 49.2\n", - " 2.3\n", - " 19-Sep\n", + " 175\n", + " 49.0\n", + " 357\n", + " 47.1\n", + " 1.9\n", + " 01-Feb\n", " \n", " \n", " imd_categories\n", " 1 Most deprived\n", - " 1694\n", - " 49.6\n", - " 3416\n", - " 47.5\n", - " 2.1\n", - " 06-Oct\n", + " 749\n", + " 51.2\n", + " 1463\n", + " 50.2\n", + " 1\n", + " unknown\n", " \n", " \n", " 2\n", - " 1680\n", - " 49.7\n", - " 3381\n", - " 47.4\n", - " 2.3\n", - " 24-Sep\n", + " 735\n", + " 49.8\n", + " 1477\n", + " 48.3\n", + " 1.5\n", + " unknown\n", " \n", " \n", " 3\n", - " 1750\n", - " 51.5\n", - " 3395\n", - " 49.3\n", - " 2.2\n", - " 24-Sep\n", + " 693\n", + " 50.3\n", + " 1379\n", + " 48.7\n", + " 1.6\n", + " 23-Feb\n", " \n", " \n", " 4\n", - " 1736\n", + " 707\n", " 51.5\n", - " 3374\n", - " 49.6\n", - " 1.9\n", - " 13-Oct\n", + " 1372\n", + " 50\n", + " 1.5\n", + " unknown\n", " \n", " \n", " 5 Least deprived\n", - " 1708\n", - " 49.5\n", - " 3451\n", - " 47.5\n", - " 2\n", - " 13-Oct\n", + " 679\n", + " 49.2\n", + " 1379\n", + " 48.2\n", + " 1\n", + " unknown\n", " \n", " \n", " Unknown\n", - " 427\n", - " 48.0\n", - " 889\n", - " 46.5\n", - " 1.5\n", - " unknown\n", + " 189\n", + " 50.0\n", + " 378\n", + " 48.1\n", + " 1.9\n", + " 28-Jan\n", " \n", " \n", "\n", @@ -9045,348 +9108,187 @@ "text/plain": [ " vaccinated percent \\\n", "category group \n", - "overall overall 8991 50.2 \n", - "sex F 4641 50.7 \n", - " M 4354 49.8 \n", - "ethnicity_6_groups Black 1589 49.7 \n", - " Mixed 1575 51.1 \n", - " Other 1484 50.0 \n", - " South Asian 1470 48.8 \n", - " Unknown 1386 51.4 \n", - " White 1491 50.5 \n", - "ethnicity_16_groups African 497 50.4 \n", - " Bangladeshi or British Bangladeshi 476 50.0 \n", - " Caribbean 490 50.7 \n", - " Chinese 441 48.1 \n", - " Other 462 48.9 \n", - " Other Asian 483 52.7 \n", - " British or Mixed British 441 47.7 \n", - " Indian or British Indian 511 52.9 \n", - " Irish 469 48.6 \n", - " Other Black 469 48.9 \n", - " Other White 476 51.1 \n", - " Other mixed 483 48.6 \n", - " Pakistani or British Pakistani 490 51.1 \n", - " Unknown 1358 50.0 \n", - " White + Asian 476 48.2 \n", - " White + Black African 490 54.7 \n", - " White + Black Caribbean 469 51.5 \n", - "imd_categories 1 Most deprived 1694 49.6 \n", - " 2 1680 49.7 \n", - " 3 1750 51.5 \n", - " 4 1736 51.5 \n", - " 5 Least deprived 1708 49.5 \n", - " Unknown 427 48.0 \n", + "overall overall 3753 50.3 \n", + "sex F 1911 50.4 \n", + " M 1848 50.5 \n", + "ethnicity_6_groups Black 602 48.9 \n", + " Mixed 693 53.8 \n", + " Other 644 50.8 \n", + " South Asian 616 49.2 \n", + " Unknown 546 48.4 \n", + " White 651 50.5 \n", + "ethnicity_16_groups African 210 49.2 \n", + " Bangladeshi or British Bangladeshi 210 48.4 \n", + " Caribbean 175 47.2 \n", + " Chinese 196 47.5 \n", + " Other 203 50.0 \n", + " Other Asian 196 52.8 \n", + " British or Mixed British 196 49.1 \n", + " Indian or British Indian 210 55.6 \n", + " Irish 189 43.5 \n", + " Other Black 210 51.7 \n", + " Other White 182 48.1 \n", + " Other mixed 182 51.0 \n", + " Pakistani or British Pakistani 210 52.6 \n", + " Unknown 595 52.8 \n", + " White + Asian 203 51.8 \n", + " White + Black African 210 50.0 \n", + " White + Black Caribbean 175 49.0 \n", + "imd_categories 1 Most deprived 749 51.2 \n", + " 2 735 49.8 \n", + " 3 693 50.3 \n", + " 4 707 51.5 \n", + " 5 Least deprived 679 49.2 \n", + " Unknown 189 50.0 \n", "\n", " total \\\n", "category group \n", - "overall overall 17906 \n", - "sex F 9156 \n", - " M 8743 \n", - "ethnicity_6_groups Black 3199 \n", - " Mixed 3080 \n", - " Other 2968 \n", - " South Asian 3010 \n", - " Unknown 2695 \n", - " White 2954 \n", - "ethnicity_16_groups African 987 \n", - " Bangladeshi or British Bangladeshi 952 \n", - " Caribbean 966 \n", - " Chinese 917 \n", - " Other 945 \n", - " Other Asian 917 \n", - " British or Mixed British 924 \n", - " Indian or British Indian 966 \n", - " Irish 966 \n", - " Other Black 959 \n", - " Other White 931 \n", - " Other mixed 994 \n", - " Pakistani or British Pakistani 959 \n", - " Unknown 2716 \n", - " White + Asian 987 \n", - " White + Black African 896 \n", - " White + Black Caribbean 910 \n", - "imd_categories 1 Most deprived 3416 \n", - " 2 3381 \n", - " 3 3395 \n", - " 4 3374 \n", - " 5 Least deprived 3451 \n", - " Unknown 889 \n", + "overall overall 7455 \n", + "sex F 3794 \n", + " M 3661 \n", + "ethnicity_6_groups Black 1232 \n", + " Mixed 1288 \n", + " Other 1267 \n", + " South Asian 1253 \n", + " Unknown 1127 \n", + " White 1288 \n", + "ethnicity_16_groups African 427 \n", + " Bangladeshi or British Bangladeshi 434 \n", + " Caribbean 371 \n", + " Chinese 413 \n", + " Other 406 \n", + " Other Asian 371 \n", + " British or Mixed British 399 \n", + " Indian or British Indian 378 \n", + " Irish 434 \n", + " Other Black 406 \n", + " Other White 378 \n", + " Other mixed 357 \n", + " Pakistani or British Pakistani 399 \n", + " Unknown 1127 \n", + " White + Asian 392 \n", + " White + Black African 420 \n", + " White + Black Caribbean 357 \n", + "imd_categories 1 Most deprived 1463 \n", + " 2 1477 \n", + " 3 1379 \n", + " 4 1372 \n", + " 5 Least deprived 1379 \n", + " Unknown 378 \n", "\n", " vaccinated 7d previous (percent) \\\n", "category group \n", - "overall overall 48.1 \n", - "sex F 48.8 \n", - " M 47.5 \n", - "ethnicity_6_groups Black 47.7 \n", - " Mixed 48.6 \n", - " Other 48.1 \n", - " South Asian 46.3 \n", - " Unknown 49.6 \n", - " White 48.6 \n", - "ethnicity_16_groups African 47.5 \n", - " Bangladeshi or British Bangladeshi 48.5 \n", - " Caribbean 49.3 \n", - " Chinese 46.6 \n", - " Other 46.7 \n", - " Other Asian 51.1 \n", - " British or Mixed British 45.5 \n", - " Indian or British Indian 50.7 \n", - " Irish 47.1 \n", - " Other Black 46 \n", - " Other White 48.9 \n", - " Other mixed 46.5 \n", - " Pakistani or British Pakistani 50.4 \n", - " Unknown 47.9 \n", - " White + Asian 46.1 \n", - " White + Black African 53.1 \n", - " White + Black Caribbean 49.2 \n", - "imd_categories 1 Most deprived 47.5 \n", - " 2 47.4 \n", - " 3 49.3 \n", - " 4 49.6 \n", - " 5 Least deprived 47.5 \n", - " Unknown 46.5 \n", + "overall overall 49.1 \n", + "sex F 48.9 \n", + " M 49.1 \n", + "ethnicity_6_groups Black 47.2 \n", + " Mixed 52.7 \n", + " Other 49.7 \n", + " South Asian 48 \n", + " Unknown 47.2 \n", + " White 49.5 \n", + "ethnicity_16_groups African 49.2 \n", + " Bangladeshi or British Bangladeshi 46.8 \n", + " Caribbean 47.2 \n", + " Chinese 45.8 \n", + " Other 50 \n", + " Other Asian 52.8 \n", + " British or Mixed British 47.4 \n", + " Indian or British Indian 53.7 \n", + " Irish 43.5 \n", + " Other Black 50 \n", + " Other White 48.1 \n", + " Other mixed 49 \n", + " Pakistani or British Pakistani 50.9 \n", + " Unknown 51.6 \n", + " White + Asian 51.8 \n", + " White + Black African 48.3 \n", + " White + Black Caribbean 47.1 \n", + "imd_categories 1 Most deprived 50.2 \n", + " 2 48.3 \n", + " 3 48.7 \n", + " 4 50 \n", + " 5 Least deprived 48.2 \n", + " Unknown 48.1 \n", "\n", " Uptake over last 7d (percent) \\\n", "category group \n", - "overall overall 2.1 \n", - "sex F 1.9 \n", - " M 2.3 \n", - "ethnicity_6_groups Black 2 \n", - " Mixed 2.5 \n", - " Other 1.9 \n", - " South Asian 2.5 \n", - " Unknown 1.8 \n", - " White 1.9 \n", - "ethnicity_16_groups African 2.9 \n", - " Bangladeshi or British Bangladeshi 1.5 \n", - " Caribbean 1.4 \n", - " Chinese 1.5 \n", - " Other 2.2 \n", - " Other Asian 1.6 \n", - " British or Mixed British 2.2 \n", - " Indian or British Indian 2.2 \n", - " Irish 1.5 \n", - " Other Black 2.9 \n", - " Other White 2.2 \n", - " Other mixed 2.1 \n", - " Pakistani or British Pakistani 0.7 \n", - " Unknown 2.1 \n", - " White + Asian 2.1 \n", - " White + Black African 1.6 \n", - " White + Black Caribbean 2.3 \n", - "imd_categories 1 Most deprived 2.1 \n", - " 2 2.3 \n", - " 3 2.2 \n", - " 4 1.9 \n", - " 5 Least deprived 2 \n", - " Unknown 1.5 \n", + "overall overall 1.2 \n", + "sex F 1.5 \n", + " M 1.4 \n", + "ethnicity_6_groups Black 1.7 \n", + " Mixed 1.1 \n", + " Other 1.1 \n", + " South Asian 1.2 \n", + " Unknown 1.2 \n", + " White 1 \n", + "ethnicity_16_groups African 0 \n", + " Bangladeshi or British Bangladeshi 1.6 \n", + " Caribbean 0 \n", + " Chinese 1.7 \n", + " Other 0 \n", + " Other Asian 0 \n", + " British or Mixed British 1.7 \n", + " Indian or British Indian 1.9 \n", + " Irish 0 \n", + " Other Black 1.7 \n", + " Other White 0 \n", + " Other mixed 2 \n", + " Pakistani or British Pakistani 1.7 \n", + " Unknown 1.2 \n", + " White + Asian 0 \n", + " White + Black African 1.7 \n", + " White + Black Caribbean 1.9 \n", + "imd_categories 1 Most deprived 1 \n", + " 2 1.5 \n", + " 3 1.6 \n", + " 4 1.5 \n", + " 5 Least deprived 1 \n", + " Unknown 1.9 \n", "\n", " Date projected to reach 90% \n", "category group \n", - "overall overall 04-Oct \n", - "sex F 16-Oct \n", - " M 24-Sep \n", - "ethnicity_6_groups Black 13-Oct \n", - " Mixed 10-Sep \n", - " Other 19-Oct \n", - " South Asian 17-Sep \n", - " Unknown 22-Oct \n", - " White 17-Oct \n", - "ethnicity_16_groups African 28-Aug \n", + "overall overall unknown \n", + "sex F unknown \n", + " M unknown \n", + "ethnicity_6_groups Black 19-Feb \n", + " Mixed unknown \n", + " Other unknown \n", + " South Asian unknown \n", + " Unknown unknown \n", + " White unknown \n", + "ethnicity_16_groups African unknown \n", " Bangladeshi or British Bangladeshi unknown \n", " Caribbean unknown \n", " Chinese unknown \n", - " Other 02-Oct \n", - " Other Asian 04-Nov \n", - " British or Mixed British 06-Oct \n", - " Indian or British Indian 20-Sep \n", + " Other unknown \n", + " Other Asian unknown \n", + " British or Mixed British 18-Feb \n", + " Indian or British Indian 07-Jan \n", " Irish unknown \n", - " Other Black 01-Sep \n", - " Other White 25-Sep \n", - " Other mixed 10-Oct \n", - " Pakistani or British Pakistani unknown \n", - " Unknown 05-Oct \n", - " White + Asian 11-Oct \n", - " White + Black African 26-Oct \n", - " White + Black Caribbean 19-Sep \n", - "imd_categories 1 Most deprived 06-Oct \n", - " 2 24-Sep \n", - " 3 24-Sep \n", - " 4 13-Oct \n", - " 5 Least deprived 13-Oct \n", - " Unknown unknown " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "create_detailed_summary_uptake(summarised_data_dict, formatted_latest_date, \n", - " groups=population_subgroups.keys(),\n", - " savepath=savepath)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Demographics time trend charts" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "metadata": {}, - "outputs": [], - "source": [ - "from report_results import plot_dem_charts" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "## \n", - " ## COVID vaccination rollout among **80+** population up to 25 May 2021" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/markdown": [ - "### COVID vaccinations among **80+** population by **sex**" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "text/markdown": [ - "### COVID vaccinations among **80+** population by **ageband 5yr**" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "text/markdown": [ - "### COVID vaccinations among **80+** population by **ethnicity 6 groups**" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "text/markdown": [ - "### COVID vaccinations among **80+** population by **imd categories**" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "text/markdown": [ - "### COVID vaccinations among **80+** population by **bmi**" - ], - "text/plain": [ - "" + " Other Black 07-Feb \n", + " Other White unknown \n", + " Other mixed 17-Jan \n", + " Pakistani or British Pakistani 04-Feb \n", + " Unknown unknown \n", + " White + Asian unknown \n", + " White + Black African 14-Feb \n", + " White + Black Caribbean 01-Feb \n", + "imd_categories 1 Most deprived unknown \n", + " 2 unknown \n", + " 3 23-Feb \n", + " 4 unknown \n", + " 5 Least deprived unknown \n", + " Unknown 28-Jan " ] }, "metadata": {}, "output_type": "display_data" }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, { "data": { "text/markdown": [ - "### COVID vaccinations among **80+** population by **dialysis**" + "## " ], "text/plain": [ "" @@ -9395,22 +9297,10 @@ "metadata": {}, "output_type": "display_data" }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, { "data": { "text/markdown": [ - "### COVID vaccinations among **80+** population by **dementia**" + "## COVID vaccination rollout (first dose) among **16-17** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -9419,22 +9309,11 @@ "metadata": {}, "output_type": "display_data" }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, { "data": { "text/markdown": [ - "### COVID vaccinations among **80+** population by **psychosis schiz bipolar**" + "- 'Date projected to reach 90%' being 'unknown' indicates projection of >6mo (likely insufficient information)\n", + "- Patient counts rounded to the nearest 7" ], "text/plain": [ "" @@ -9445,11 +9324,750 @@ }, { "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
vaccinatedpercenttotalvaccinated 7d previous (percent)Uptake over last 7d (percent)Date projected to reach 90%
categorygroup
overalloverall517849.71041648.61.1unknown
sexF263949.9529248.91unknown
M253449.4513148.21.2unknown
ethnicity_6_groupsBlack91050.4180649.21.2unknown
Mixed89650.0179248.41.6unknown
Other86149.0175747.81.2unknown
South Asian88248.8180648.40.4unknown
Unknown74950.7147749.80.9unknown
White88249.4178547.81.6unknown
ethnicity_16_groupsAfrican28751.2560501.2unknown
Bangladeshi or British Bangladeshi28051.3546501.3unknown
Caribbean26648.754647.41.3unknown
Chinese25248.052546.71.3unknown
Other28750.057448.81.2unknown
Other Asian25248.651848.60unknown
British or Mixed British26646.357445.11.2unknown
Indian or British Indian27347.657446.31.3unknown
Irish28050.056048.81.2unknown
Other Black28750.057448.81.2unknown
Other White27350.653950.60unknown
Other mixed28050.655350.60unknown
Pakistani or British Pakistani25948.753246.12.623-Dec
Unknown79850.2158949.30.9unknown
White + Asian25947.454646.21.2unknown
White + Black African30853.757453.70unknown
White + Black Caribbean25948.753247.41.3unknown
imd_categories1 Most deprived94548.7193947.71unknown
294548.6194647.51.1unknown
3100150.4198848.91.5unknown
4102251.02002501unknown
5 Least deprived101549.7204448.61.1unknown
Unknown25250.749747.92.810-Dec
\n", + "
" + ], + "text/plain": [ + " vaccinated percent \\\n", + "category group \n", + "overall overall 5178 49.7 \n", + "sex F 2639 49.9 \n", + " M 2534 49.4 \n", + "ethnicity_6_groups Black 910 50.4 \n", + " Mixed 896 50.0 \n", + " Other 861 49.0 \n", + " South Asian 882 48.8 \n", + " Unknown 749 50.7 \n", + " White 882 49.4 \n", + "ethnicity_16_groups African 287 51.2 \n", + " Bangladeshi or British Bangladeshi 280 51.3 \n", + " Caribbean 266 48.7 \n", + " Chinese 252 48.0 \n", + " Other 287 50.0 \n", + " Other Asian 252 48.6 \n", + " British or Mixed British 266 46.3 \n", + " Indian or British Indian 273 47.6 \n", + " Irish 280 50.0 \n", + " Other Black 287 50.0 \n", + " Other White 273 50.6 \n", + " Other mixed 280 50.6 \n", + " Pakistani or British Pakistani 259 48.7 \n", + " Unknown 798 50.2 \n", + " White + Asian 259 47.4 \n", + " White + Black African 308 53.7 \n", + " White + Black Caribbean 259 48.7 \n", + "imd_categories 1 Most deprived 945 48.7 \n", + " 2 945 48.6 \n", + " 3 1001 50.4 \n", + " 4 1022 51.0 \n", + " 5 Least deprived 1015 49.7 \n", + " Unknown 252 50.7 \n", + "\n", + " total \\\n", + "category group \n", + "overall overall 10416 \n", + "sex F 5292 \n", + " M 5131 \n", + "ethnicity_6_groups Black 1806 \n", + " Mixed 1792 \n", + " Other 1757 \n", + " South Asian 1806 \n", + " Unknown 1477 \n", + " White 1785 \n", + "ethnicity_16_groups African 560 \n", + " Bangladeshi or British Bangladeshi 546 \n", + " Caribbean 546 \n", + " Chinese 525 \n", + " Other 574 \n", + " Other Asian 518 \n", + " British or Mixed British 574 \n", + " Indian or British Indian 574 \n", + " Irish 560 \n", + " Other Black 574 \n", + " Other White 539 \n", + " Other mixed 553 \n", + " Pakistani or British Pakistani 532 \n", + " Unknown 1589 \n", + " White + Asian 546 \n", + " White + Black African 574 \n", + " White + Black Caribbean 532 \n", + "imd_categories 1 Most deprived 1939 \n", + " 2 1946 \n", + " 3 1988 \n", + " 4 2002 \n", + " 5 Least deprived 2044 \n", + " Unknown 497 \n", + "\n", + " vaccinated 7d previous (percent) \\\n", + "category group \n", + "overall overall 48.6 \n", + "sex F 48.9 \n", + " M 48.2 \n", + "ethnicity_6_groups Black 49.2 \n", + " Mixed 48.4 \n", + " Other 47.8 \n", + " South Asian 48.4 \n", + " Unknown 49.8 \n", + " White 47.8 \n", + "ethnicity_16_groups African 50 \n", + " Bangladeshi or British Bangladeshi 50 \n", + " Caribbean 47.4 \n", + " Chinese 46.7 \n", + " Other 48.8 \n", + " Other Asian 48.6 \n", + " British or Mixed British 45.1 \n", + " Indian or British Indian 46.3 \n", + " Irish 48.8 \n", + " Other Black 48.8 \n", + " Other White 50.6 \n", + " Other mixed 50.6 \n", + " Pakistani or British Pakistani 46.1 \n", + " Unknown 49.3 \n", + " White + Asian 46.2 \n", + " White + Black African 53.7 \n", + " White + Black Caribbean 47.4 \n", + "imd_categories 1 Most deprived 47.7 \n", + " 2 47.5 \n", + " 3 48.9 \n", + " 4 50 \n", + " 5 Least deprived 48.6 \n", + " Unknown 47.9 \n", + "\n", + " Uptake over last 7d (percent) \\\n", + "category group \n", + "overall overall 1.1 \n", + "sex F 1 \n", + " M 1.2 \n", + "ethnicity_6_groups Black 1.2 \n", + " Mixed 1.6 \n", + " Other 1.2 \n", + " South Asian 0.4 \n", + " Unknown 0.9 \n", + " White 1.6 \n", + "ethnicity_16_groups African 1.2 \n", + " Bangladeshi or British Bangladeshi 1.3 \n", + " Caribbean 1.3 \n", + " Chinese 1.3 \n", + " Other 1.2 \n", + " Other Asian 0 \n", + " British or Mixed British 1.2 \n", + " Indian or British Indian 1.3 \n", + " Irish 1.2 \n", + " Other Black 1.2 \n", + " Other White 0 \n", + " Other mixed 0 \n", + " Pakistani or British Pakistani 2.6 \n", + " Unknown 0.9 \n", + " White + Asian 1.2 \n", + " White + Black African 0 \n", + " White + Black Caribbean 1.3 \n", + "imd_categories 1 Most deprived 1 \n", + " 2 1.1 \n", + " 3 1.5 \n", + " 4 1 \n", + " 5 Least deprived 1.1 \n", + " Unknown 2.8 \n", + "\n", + " Date projected to reach 90% \n", + "category group \n", + "overall overall unknown \n", + "sex F unknown \n", + " M unknown \n", + "ethnicity_6_groups Black unknown \n", + " Mixed unknown \n", + " Other unknown \n", + " South Asian unknown \n", + " Unknown unknown \n", + " White unknown \n", + "ethnicity_16_groups African unknown \n", + " Bangladeshi or British Bangladeshi unknown \n", + " Caribbean unknown \n", + " Chinese unknown \n", + " Other unknown \n", + " Other Asian unknown \n", + " British or Mixed British unknown \n", + " Indian or British Indian unknown \n", + " Irish unknown \n", + " Other Black unknown \n", + " Other White unknown \n", + " Other mixed unknown \n", + " Pakistani or British Pakistani 23-Dec \n", + " Unknown unknown \n", + " White + Asian unknown \n", + " White + Black African unknown \n", + " White + Black Caribbean unknown \n", + "imd_categories 1 Most deprived unknown \n", + " 2 unknown \n", + " 3 unknown \n", + " 4 unknown \n", + " 5 Least deprived unknown \n", + " Unknown 10-Dec " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "create_detailed_summary_uptake(summarised_data_dict, formatted_latest_date, \n", + " groups=population_subgroups.keys(),\n", + " savepath=savepath)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Demographics time trend charts" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [], + "source": [ + "from report_results import plot_dem_charts" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/markdown": [ + "## \n", + " ## COVID vaccination rollout among **80+** population up to 03 Sep 2021" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "### COVID vaccinations among **80+** population by **sex**" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "### COVID vaccinations among **80+** population by **ageband 5yr**" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "### COVID vaccinations among **80+** population by **ethnicity 6 groups**" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "### COVID vaccinations among **80+** population by **imd categories**" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "### COVID vaccinations among **80+** population by **bmi**" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "### COVID vaccinations among **80+** population by **dialysis**" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "### COVID vaccinations among **80+** population by **dementia**" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "### COVID vaccinations among **80+** population by **psychosis schiz bipolar**" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, "metadata": { "needs_background": "light" }, @@ -9469,7 +10087,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAckAAAEGCAYAAAAOgW4QAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nO3deXhU5fn/8fcdFlmDIiibFmwFC0QWg6jUHStWxFJBsWjFWnFpbamVQq1Ff9X261b3FVGxioqiiNZKFQpiEVFAFAiLC4jsAWUTAZPcvz/OmTCEmWQSMplM5vO6Lq6ZOes9w8nc8yzneczdERERkX1lpToAERGR6kpJUkREJA4lSRERkTiUJEVEROJQkhQREYmjdqoDSESzZs28bdu2qQ5DRCStzJ07d6O7N091HOksLZJk27ZtmTNnTqrDEBFJK2b2RapjSHeqbhUREYlDSVJERCQOJUkREZE40qJNUkREqoe5c+ceUrt27TFAZ2pGQasIWFhQUPCrY445ZkPJlUqSIiKSsNq1a49p0aLFD5s3b/51VlZW2g/+XVRUZPn5+R3XrVs3BuhXcn1SfwWY2YFmNsHMlpjZYjM73syamtlbZvZJ+HhQMmMQEZFK1bl58+Zba0KCBMjKyvLmzZtvISgZ77s+yee/F5js7kcBXYDFwEhgqrsfCUwNX4uISHrIqikJMiJ8PzHzYdKSpJk1AU4CHgdw993uvhk4F3gq3Owp4KfJikFERGR/JLMk2Q7IB540sw/NbIyZNQQOdfe14TbrgENj7WxmQ81sjpnNyc/PT2KYIiIisSUzSdYGugMPu3s34BtKVK16MONzzGK7u49291x3z23eXKMqiYhI1UtmklwFrHL32eHrCQRJc72ZtQQIH/fpcisiIhLP0qVL6x5xxBGdBg0a9L0f/OAHnXr16nXk9u3b7d13363fpUuXo9q3b9/xjDPO+H5+fn6t/T1X0m4Bcfd1ZvalmXVw96XA6UBe+O8S4NbwcVKyYhARkeQZPuGjw5at29agMo/ZvkXjHXcM6PJlWdutXLmy3jPPPPP5CSec8MVPfvKTI/75z38edM8997S4++67V5599tnbhw0b1mrEiBGtnnjiiTKPVZpk3yd5DTDOzOoCnwOXEpReXzCzy4AvgPOTHIOIiNQwrVu33nXCCSd8C9CtW7cdn3322QHbtm2rdfbZZ28HuPzyyzcNHDjwiP09T1KTpLvPB3JjrDo9mecVEZHkS6TElyx169Yt7s9Sq1Yt37x5c51knKcmDCkkIiIZrkmTJoXZ2dmFkydPbgTw+OOPH3z88cdv39/jKkmKiEiN8OSTTy4fMWJEm/bt23f8+OOP6996661r9veYGrtVRKQ6eiO8Y+6sW1MbRzXUoUOH3Z988smiyOu//vWv6yPPP/rooyWVeS4lSRGR6mjdglRHIKi6VUREJC4lSRERkTiUJEVEROJQkhQREYlDSVJERCQOJUkREZE4lCRFRETi0H2SIiKSVoYNG9aqadOmBaNGjdoAcM0117Q+5JBDvtu9e7dNnDix6e7du+3ss8/efPfdd6/ZunVrVr9+/Y5Yu3Zt3aKiIvvjH/+45vLLL/860XMpSYqISMW88uvD2JBXqVNlcUjHHfz0wVIHTr/qqqs29u/f//ujRo3aUFhYyCuvvHLQqFGjVv/3v//N/vjjjxe7O7179/7BG2+80Wj9+vW1W7Ro8d306dM/Bdi0aVO55phUdauIiKSVDh067D7wwAMLZs6cWX/ixInZnTp12vHBBx80nDFjRnbHjh07durUqeNnn31Wb8mSJfW6d+/+7TvvvJN91VVXtZ48eXKjgw8+uLA851JJUkREKqaMEl8yXXrppRvHjBnTbMOGDXUuvfTSTVOmTGk8bNiwtcOHD99Yctt58+blvfTSS03+8pe/tJ4yZcrWO++8c22i58mIkmSjRo1KXb9582YeeuihCh//nnvuYceOHRXevzLddNNN3HnnnQAMGTKECRMm7Nfxpk+fTt++fffrGGPHjmXNmv0bjH/69Om8++67+3UMEak5Lr744s3Tpk1r8tFHHzU877zztpx11llbn3766WZbtmzJAli+fHmd1atX116xYkWdxo0bF1199dVfXXvttevmz59fruphlSTZkySvvvrqCu1/zz33cNFFF9GgQeVWzcdTWFhIrVrlqlZPmcLCQsaOHUvnzp1p1apVqdsWFBRQu3bsS3L69Ok0atSIE044IRlhikiaqVevnp9wwglbDzzwwMLatWvzs5/9bOuiRYvq9ejR4yiABg0aFI0bN275kiVLDvjTn/7UJisri9q1a/tDDz30RXnOkxElyYjt27dz+umn0717d3Jycpg0aRIAI0eO5LPPPqNr164MHz4cgDvuuIMePXpw9NFHc+ONNwLwzTffcPbZZ9OlSxc6d+7M+PHjue+++1izZg2nnnoqp5566j7nnDp1Kt26dSMnJ4df/vKX7Nq1i8mTJzNw4MDibaJLa2+++SbHH3883bt3Z+DAgWzfHswZ2rZtW0aMGEH37t158cUXeeyxx+jRowddunThvPPOK1dJ9tNPP6V379506dKF7t2789lnn+HuDB8+nM6dO5OTk8P48eP3+twGDBjAUUcdxeDBg3H3uO+tZKzPPfccc+bMYfDgwXTt2pVvv/12r1hOOeUUhg0bRm5uLvfeey+vvfYaPXv2pFu3bvTu3Zv169ezYsUKHnnkEe6++266du3KO++8Q35+Pueddx49evSgR48ezJw5M+H3LyLpr7CwkHnz5jW66qqriqtX//KXv2xYtmxZ3rJly/Lmz5+/pFOnTrvOO++8rcuWLctbsmRJ3sKFCxefdNJJ5ar2y6iSZL169Zg4cSLZ2dls3LiR4447jn79+nHrrbeycOFC5s+fDwSJ6pNPPuH999/H3enXrx8zZswgPz+fVq1a8frrrwOwZcsWmjRpwl133cW0adNo1qzZXufbuXMnQ4YMYerUqbRv355f/OIXPPzww/zmN79h6NChfPPNNzRs2JDx48czaNAgNm7cyC233MKUKVNo2LAht912G3fddRejRo0C4OCDD2bevHkAbNq0icsvvxyAG264gccff5xrrrkmoc9h8ODBjBw5kv79+7Nz506Kiop4+eWXmT9/Ph999BEbN26kR48enHTSSQB8+OGHLFq0iFatWtGrVy9mzpxJbm5uzPc2bNiwfWIdM2YMd955J7m5uTHj2b17N3PmzAHg66+/5r333sPMGDNmDLfffjv/+Mc/uPLKK2nUqBHXXXcdAD//+c/5/e9/z49+9CNWrlzJmWeeyeLFixN6/yKS3ubOnVvv3HPPPfKss876OicnZ1cyz5VRSdLduf7665kxYwZZWVmsXr2a9evX77Pdm2++yZtvvkm3bt2AoCT1ySefcOKJJ/KHP/yBESNG0LdvX0488cRSz7d06VLatWtH+/btAbjkkkt48MEHGTZsGH369OG1115jwIABvP7669x+++28/fbb5OXl0atXLyBIHscff3zx8S644ILi5wsXLuSGG25g8+bNbN++nTPPPDOhz2Dbtm2sXr2a/v37A8EPB4D//e9/XHjhhdSqVYtDDz2Uk08+mQ8++IDs7GyOPfZY2rRpA0DXrl1ZsWIFjRs3jvveSsZaluhtV61axQUXXMDatWvZvXs37dq1i7nPlClTyMvLK369detWtm/fXmb7s4ikv2OOOWbnqlWrqmTCzYxKkuPGjSM/P5+5c+dSp04d2rZty86dO/fZzt3505/+xBVXXLHPunnz5vHvf/+bG264gdNPP724lFdegwYN4oEHHqBp06bk5ubSuHFj3J0zzjiD5557LuY+DRs2LH4+ZMgQXnnlFbp06cLYsWOZPn16heJIxAEHHFD8vFatWhQUFJS5T3Ss5dn2mmuu4dprr6Vfv35Mnz6dm266KeY+RUVFvPfee8VJXkSqTFFRUZFlZWV5qgOpLEVFRQYUxVqXUW2SW7Zs4ZBDDqFOnTpMmzaNL74I2m8bN27Mtm3birc788wzeeKJJ4rbA1evXs2GDRtYs2YNDRo04KKLLmL48OHF1Ykl94/o0KEDK1as4NNPPwXg6aef5uSTTwbg5JNPZt68eTz22GMMGjQIgOOOO46ZM2cWb//NN9+wbNmymO9l27ZttGzZku+++45x48Yl/Bk0btyYNm3a8MorrwCwa9cuduzYwYknnsj48eMpLCwkPz+fGTNmcOyxx8Y9TmnvLdY5Y30+sWzZsoXWrVsD8NRTT8U9xo9//GPuv//+4teRqnIRSbqF+fn5TcLEkvaKioosPz+/CbAw1vqMKkkOHjyYc845h5ycHHJzcznqqKOAoP2sV69edO7cmbPOOos77riDxYsXF1d1NmrUiGeeeYZPP/2U4cOHk5WVRZ06dXj44YcBGDp0KH369KFVq1ZMmzat+Hz16tXjySefZODAgRQUFNCjRw+uvPJKICiR9e3bl7FjxxYng+bNmzN27FguvPDC4k4wt9xyS3GVZrSbb76Znj170rx5c3r27JlwEoIgoV1xxRWMGjWKOnXq8OKLL9K/f39mzZpFly5dMDNuv/12WrRowZIlS2Ieo7T3VtKQIUO48sorqV+/PrNmzaJ+/fpxY7vpppsYOHAgBx10EKeddhrLly8H4JxzzmHAgAFMmjSJ+++/n/vuu49f//rXHH300RQUFHDSSSfxyCOPJPwZiEjFFBQU/GrdunVj1q1b15maUdAqAhYWFBT8KtZKi/RUrM5yc3M90rFDRCQjPHl28Hjp6xU+hJnNdffYPeYkIUktSZrZCmAbUAgUuHuumTUFxgNtgRXA+e6e8GCzIiKZYMWmb4Dgi1JSpyqqW0919+hhgkYCU939VjMbGb4eUdoBNm3axNixY/da1qlTJ3r06BG3Ta5r16507dqVHTt28MILL+yzPjc3l86dO7NlyxYmTpy4z/rjjz+eDh06sHHjRv71r3/ts/6kk07iiCOOYN26dUyePHmf9aeffjqHHXYYX375JVOnTt1nfZ8+fWjRogWff/45M2bM2Gd93759adasGUuXLmXWrFn7rO/fvz9NmjRh4cKFxCpln3/++TRo0ID58+fHbK8bPHgwderU4YMPPmDRokX7rB8yZAgA77777j7torVr1+aiiy4C4O233y6uEo2oX79+cY/VKVOmsGrVqr3WZ2dn87Of/QyAyZMns27dur3WH3zwwZxzzjkAvPbaa2zatGmv9S1atKBPnz4AvPzyy2zdunWv9W3atKF3794AjB8/fp97M9u1a1fcfvrMM8/s0xGpffv2xYMWlLzuQNeerr3kX3vPzl7J4ne+pF6dLFpHXYP7e+1J+aWiTfJc4JTw+VPAdMpIkiIimeDNReu4d8EsZi//iouBRgfUSXVIGS+pbZJmthz4GnDgUXcfbWab3f3AcL0BX0del9h3KDAU4PDDDz8m0hNVRKSmuuDRWeSt3UrHltnct+sGDm1cT22SKZbskuSP3H21mR0CvGVme3WVdHc3s5hZ2t1HA6Mh6LiT5DhFRKrcs7NXMmn+6uLXkQQ5/orj4UndA1wdJDVJuvvq8HGDmU0EjgXWm1lLd19rZi2BDcmMQUSkuokkx9nLvwKgZ7umAHRsmc25XVunMjQpIWlJ0swaAlnuvi18/mPgr8CrwCXAreHjpGTFICJSXUSXGqOT47ldW/PznoenMjQpRTJLkocCE4NmR2oDz7r7ZDP7AHjBzC4DvgDOT2IMIiIpFavUqOSYPpKWJN39c6BLjOWbgNOTdV4RkeogVnJUYkw/GTUsnYhIsik51ixKkiIilUDJsWZSkhQRqQST5q8mb+1WJccaRklSRKSSFN/jKDVGTZjmREQkpZ6dvbK4mlVqFpUkRUTKqeRIOZEEqYEAah4lSRGRMsRLipGRctQOWXMpSYqIlCHSKadjy2xASTGTKEmKiMQQXXrca+BxyShKkiIilF6lqoHHM1eZSdLM2gCDgBOBVsC3wELgdeANdy9KaoQiIkkUb0YOVakKlJEkzexJoDXwL+A2gmmt6gHtgT7An81spLvPSHagIiKVSSPkSCLKKkn+w90Xxli+EHjZzOoCuqJEJO1ohBxJRKlJMjpBmll94HB3Xxq1fjfwafLCExGpXJESpDrjSCISGnHHzPoB84HJ4euuZvZqMgMTEalsz85eyfUTFzB7+VfqjCMJSbR3643AscB0AHefb2btkhWUiEhlKtn++Pf+OapelYQkmiS/c/ctZha9zJMQj4hIpVP7o1RUoklykZn9HKhlZkcCvwXeTV5YIlKp5jwJCyakOooqs37bTjZu31X8+rrdhTSoW4tOdZtAHsG/6m7dAmiRk+ooMl6is4BcA3QCdgHPAluAYckKSkQq2YIJwZduhti4fRc7dhcWv25QtxbNGh2QwogqoEUO5AxIdRQZL9GS5FHu/mfgz8kMRkSSqEUOXPp6qqNIquKeq7vVc1UqR6JJ8h9m1gKYAIyPc++kiEjKRHquwp6BAUT2V0JJ0t1PDZPk+cCjZpZNkCxvSWp0IiIJioy7qp6rUpkSbZPE3de5+33AlQT3TI5KWlQiIgl6dvZKLnh0VnHvVSVIqUwJlSTN7IfABcB5wCZgPPCHJMYlIhJTabN1qIpVKluibZJPECTGM919TXlOYGa1gDnAanfvGw5C8DxwMDAXuDgc3k5EZB+lJcXIo+59lGRJtE1yf7qI/Q5YDGSHr28D7nb3583sEeAy4OH9OL6I1FAlO+NEHpUUpaqUNVXWC+5+vpktYO8Rdgxwdz+6jP3bAGcDfwOutWDIntOAn4ebPAXchJKkiMSgzjiSamWVJH8XPvat4PHvAf4INA5fHwxsdveC8PUqgvkq92FmQ4GhAIcfrj8OkUwSPVOHOuNIKpU1Vdba8OnV7j4iep2Z3QaM2Hev4vV9gQ3uPtfMTilvYO4+GhgNkJubq3FiRTJAvImQRVIl0Y47Z7BvQjwrxrJovYB+ZvYToB5Bm+S9wIFmVjssTbYBVpdyDBGpwcrqqaoSpKRaWW2SVwFXA0eY2cdRqxoDM0vb193/BPwpPM4pwHXuPtjMXgQGEPRwvQSYVOHoRSRtqVOOpIOySpLPAm8A/weMjFq+zd2/quA5RwDPm9ktwIfA4xU8joikMXXKkXRQVpvkFoIZPy4EMLNDCKpOG5lZI3dfmchJ3H06eyZs/pxgAmcRyUDqlCPpJNERd84B7gJaARuA7xHc+9gpeaGJSE2iTjmSjhLtuHMLcBwwxd27mdmpwEXJC0tE0lXJzjgR6pQj6SjRJPmdu28ysywzy3L3aWZ2T1IjE5G0FKlK7dgye6/lSo6SjhJNkpvNrBEwAxhnZhuAb5IXloiko2dnr2T28q/o2a6pJjyWGiHRJHkusBP4PTAYaAL8NVlBiUh6KdneqLZGqSkSHeA8utT4VJJiEZE0oUEAJFOUNZjANvYe2Lx4FcEA59kx1olIDRWrh2rkUclRaqKy7pNsXNp6Ecks0fc3KilKJkj0PsmYfwmJDiYgIukrumo10mtVnXIkUyTacef1qOf1gHbAUjSYgEiNFatqtWPLbHXKkYySaMednOjXZtadYOBzEakh1BlHZF+JliT34u7zzKxnZQcjIlVPnXFE4ku0TfLaqJdZQHdgTVIiEpEqU3K6KiVFkb0lWpKM7uVaQNBG+VLlhyMiVaFk6VHTVYnElmib5P9LdiAiknzxZuJQghSJLdHq1lzgzwRTZBXv4+5HJykuEUkC3ecoUj6JVreOA4YDC4Ci5IUjIsmm+xxFEpdoksx391eTGomIJM36bTvZuH0Xebv3ncJKROJLNEneaGZjgKnArshCd385KVGJSKWItEH+fmMwR0HH1hoMQKQ8Ek2SlwJHAXXYU93qgJKkSDUTPShApINO4+zaNGt0gKpZRcop0STZw907JDUSEdkvsXquRjrodMprkuLoRNJToknyXTPr6O55SY1GRMotods69JcrUiGJJsnjgPlmtpygTTIyn6RuARFJEd3zKJJ8iSbJPkmNQkTKpAHIRapeoknSy3tgM6sHzAAOCM8zwd1vNLN2wPPAwcBc4GJ3313e44tkkpJjrEYelRxFkqs880k6QTVrovNJ7gJOc/ftZlYH+J+ZvQFcC9zt7s+b2SPAZcDDFX0DIpkgUoLUGKsiVSsrkY3cPcfdjw4fjwSOBWaVsY+7+/bwZZ3wnwOnARPC5U8BP61Q5CIZpme7pkqQIlUsoSRZkrvPA8qcT9LMapnZfGAD8BbwGbDZ3QvCTVYBMe9sNrOhZjbHzObk5+dXJEyRtPfs7JVc8Ogs8tZuTXUoIhkpqfNJunsh0NXMDgQmEgxIkBB3Hw2MBsjNzS13m6hIOiqrc46IVK0qmU/S3Teb2TTgeOBAM6sdlibbAKtL31uk5ot1O0fkUZ1zRFInafNJmllz4LswQdYHzgBuA6YBAwh6uF4CTCrvsUVqkpI9V5UURaqPRKtb3wIGuvvm8PVBwPPufmYpu7UEnjKzWgRVtC+4+7/MLA943sxuAT4EHt+vdyCZYc6TsGBC2dulgciMHBFH7Czg+brQrllDDq1bLxgdp7JHyFm3AFrkVPJBRWq+RKtbm0cSJIC7f21mh5S2g7t/DHSLsfxzgt6xIolbMCHtv+gjyXHbzqDfWuN6tYsfmzU6gEMb10veyVvkQM6A5B1fpIZKNEkWmtnh7r4SwMy+RwUGGBDZLy1y4NLXUx1Fhf320VnkfbW1eLoqVamKVH+JJsk/EwwG8DbBgAInAkOTFpVIDVCyp2re2mDCY01XJZI+Eu24M9nMuhMMdA4wzN03Ji8skfQ3af7q4sQI0LGlJjwWSTelJkkza+vuKwDCpPivEusNaO3uq5IWoUgaU8lRJL2VNeLOHWb2kpn9wsw6mdkhZna4mZ1mZjcDM4EfVkGcImnl2dkri+95FJH0VWpJ0t0HmllHYDDwS4LbOnYAi4F/A39z951Jj1Kkmos3Uo6qV0XSW5ltku6eR9BxR0RK0Eg5IjVbor1bRSRKrOSopChS8yhJipSDkqNIZlGSFEmQxlgVyTyJjt061d1PL2uZSE1UsvT49/45So4iGaKs+yTrAQ2AZuGg5hauyibOZMkiNU1kUACVHkUyT1klySuAYUArYC57kuRW4IEkxiVSrWhQAJHMVNZ9kvcC95rZNe5+fxXFJFItRKpZo4eWE5HMkujYrfeb2QlA2+h93P2fSYpLpMrFGxAgUs0qIpkn0Y47TwPfB+YDheFiB5QkpcYoWWpUG6SIJHoLSC7Q0d01h6TUKNGlR01lJSIlJZokFwItgLVJjEWkysQaFEBTWYlISYkmyWZAnpm9D+yKLHT3fkmJSiRJNGKOiJRHoknypmQGIZJsSo4iUhGJ9m5928y+Bxzp7lPMrAFQK7mhiVQeDQggIhWRaO/Wy4GhQFOCXq6tgUcADUsn1ZY65YjI/spKcLtfA70IRtrB3T8BDklWUCKVIVJ6BNQpR0QqJNE2yV3uvtssGJXOzGoT3CcpUu2UHClHpUcRqahEk+TbZnY9UN/MzgCuBl4rbQczO4xgsIFDCRLqaHe/18yaAuMJRu9ZAZzv7l9XLHyRPeJ1zhERqahEk+RI4DJgAcGg5/8GxpSxTwHwB3efZ2aNgblm9hYwBJjq7rea2cjw2CMqErwIqOeqiCRPokmyPvCEuz8GYGa1wmU74u3g7msJBx9w921mtpigw8+5wCnhZk8B01GSlHKK7pSj5CgiyZJokpwK9Aa2h6/rA28CJySys5m1BboBs4FDwwQKsI6gOjbWPkMJetRy+OH60pNArFKjkqOIJEuiSbKeu0cSJO6+PbxXskxm1gh4CRjm7lsjnX/C47iZxewA5O6jgdEAubm56iSU4dZv28nG7bu4fukCQKVGEakaiSbJb8ysu7vPAzCzY4Bvy9rJzOoQJMhx7v5yuHi9mbV097Vm1hLYUJHAJbNs3L6LHbsLlRxFpEolmiR/B7xoZmsAIxjs/ILSdrCgyPg4sNjd74pa9SpwCXBr+DipvEFL5ohUr163u5AGdWvpdg4RqVJlJkkzywLqAkcBHcLFS939uzJ27QVcDCwws/nhsusJkuMLZnYZ8AVwfkUCl5qtZNtjg+xaNGt0QIqjEpFMU2aSdPciM3vQ3bsRTJmVEHf/H0GpMxYNZycxxbudo1NekxRHJiKZKOHerWZ2HvCyJl6WypbQ7Rx5qYpORDJZoknyCuBaoNDMviUoIbq7ZyctMqnxdDuHiFR3iU6V1TjZgUjm0Ag5IpIuEp0qy4DBQDt3vzkcl7Wlu7+f1OikRlFyFJF0k2h160NAEXAacDPByDsPAj2SFJfUIEqOIpKuEk2SPd29u5l9CODuX5tZ3STGJTVIZNoqJUcRSTeJJsnvwkHNHcDMmhOULEVK9ezslcxe/hU92zXVQAAiknYSTZL3AROBQ8zsb8AA4IakRSVpr2QVq+Z1FJF0lGjv1nFmNpdgEAADfurui5MamaQltT+KSE1SapI0s3rAlcAPCCZcftTdC6oiMEkvSo4iUhOVVZJ8CvgOeAc4C/ghMCzZQUn6UeccEamJykqSHd09B8DMHgd0X6TsJVKCzFu7lY4ts9U5R0RqlLKSZPFMH+5eED1hssizs1dy/cS9J0HeL3OehAUTYq9btwBa5Ozf8UVEyqmsJNnFzLaGzw2oH77W2K0ZrGT749/751RO9eqCCfGTYYscyBmw/+cQESmHUpOku9eqqkCk+quSzjktcuDS1yvveCIi+yHR+yRF1DlHRDKOkqSUSZ1zRCRTKUnKPqInQYZ9J0IWEckUSpIC7J0Yo5Ni5FHVqyKSiZQkM1yszjhKiiIiASXJDKfOOCIi8SlJZpiS7Y3qjCMiEp+SZIaIVa0K0LFltjrjiIjEoSSZAWINH6dqVRGRsiUtSZrZE0BfYIO7dw6XNQXGA22BFcD57v51smKQQKR6tdKGjxMRyRBZSTz2WKBPiWUjganufiQwNXwtVaBnu6ZKkCIi5ZS0JOnuM4CvSiw+l2COSsLHnybr/BJUs17w6Czy1m4te2MREdlHVbdJHurua8Pn64BD421oZkOBoQCHH64SUCI0Uo6ISOVKWX6O+/AAAA2qSURBVMcdd3cz81LWjwZGA+Tm5sbdTuL3XFUnHRGR/VPVSXK9mbV097Vm1hLYUMXnr3HUc1VEJHmqOkm+ClwC3Bo+Tqri86e9eFWq6rkqIlL5knkLyHPAKUAzM1sF3EiQHF8ws8uAL4Dzk3X+mqK0dsbIo0qPIiLJkbQk6e4Xxll1erLOWVNoRg4RkepBI+5UQ9ETHCspioikjpJkNRIpQWrQcRGR6kFJshqIdQuH7msUEUk9JckUipccVbUqIlI9KEmmgJKjiEh6UJKsIvF6rCo5iohUX0qSSVLa/Y1KjiIi6UFJspJpHFURkZpDSbKSRW7hUFIUEUl/SpJJoHscRURqBiXJSlJyIAAREUl/SpKVINZ0VSIikv6UJPdDyU46mq5KRKRmUZKsAA0GICKSGZQky0HJUUQksyhJJkDJUUQkMylJlkLJUUQksylJxhGrx6qSo4hIZlGSLEE9VkVEJEJJsgQNKyciIhFKkqGSI+ZoWDkREcnYJFnaVFYaMUdERCBDk2TJTjmRR1WviohItIxKkuqUIyIi5ZGSJGlmfYB7gVrAGHe/NZnn0/2OIiJSEVWeJM2sFvAgcAawCvjAzF5197xknVM9VkVEpCJSUZI8FvjU3T8HMLPngXOBSk+S7z10OY03L+a63YU0qFuLTnWbBGdJWjqW/bJuAbTISXUUIiLFslJwztbAl1GvV4XL9mJmQ81sjpnNyc/P368TNqhbi2aNDtivY0gVaJEDOQNSHYWISLFq23HH3UcDowFyc3O9Isc47urHKjUmERHJLKkoSa4GDot63SZcJiIiUq2kIkl+ABxpZu3MrC4wCHg1BXGIiIiUqsqrW929wMx+A/yH4BaQJ9x9UVXHISIiUpaUtEm6+7+Bf6fi3CIiIolKRXWriIhIWlCSFBERiUNJUkREJA4lSRERkTjMvUL36VcpM8sHvqjg7s2AjZUYTlVJx7jTMWZIz7jTMWZIz7jTMWYI4m7o7s1THUg6S4skuT/MbI6756Y6jvJKx7jTMWZIz7jTMWZIz7jTMWZI37irG1W3ioiIxKEkKSIiEkcmJMnRqQ6ggtIx7nSMGdIz7nSMGdIz7nSMGdI37mqlxrdJioiIVFQmlCRFREQqRElSREQkjmqdJM2sj5ktNbNPzWxk1PLTzGyemS00s6fMbJ+B2s3sFDPbYmYfhseYYWZ9q0n8j5vZR2b2sZlNMLNGMfYdYmYPVGW84XkPM7NpZpZnZovM7HdR67qa2XtmNt/M5pjZsTH2P8XM/lVN4r3DzJaEn/NEMzswxv5tzezb8D1F/tUt5XyV8v9iZk+Y2QYzW1hieRczm2VmC8zsNTPLjhOzm9ktUcuamdl3yb5mSon75vBznm9mb5pZq1KOcY+ZrTazpH//lPI3eHr4HTLfzP5nZj+Ise+Q8HPuHbXsp+GyAcmOXaoJd6+W/wim0foMOAKoC3wEdCRI7F8C7cPt/gpcFmP/U4B/Rb3uCqwATk9l/OG67Kjt7gJGxth/CPBACj73lkD38HljYFlU3G8CZ4XPfwJML+tzT3G8PwZqh89vA26LsX9bYGE5zlcp/y/ASUD3kucmmG/15PD5L4Gb48T8OfBh1LKrgPnliS3y2VRS3NHX9G+BR+Lsn0UwMMh7wKnlPHe54i3jb3AZ8MPw+dXA2Dj/1x8DY6KWjQ8/5wHJuqb1r3r9q84lyWOBT939c3ffDTwPnAscDOx292Xhdm8B55V1MHefT5BQfwNgZs3N7CUz+yD81ytc3sjMngx/yX9sZmUeu5zx4+5bw3MZUB8otfeUmZ1jZrPDUvEUMzs0XH5T+Mt+upl9bma/rWCsxdx9rbvPC59vAxYDrSOrgUjJpgmwpoy4jw1LRR+a2btm1iFcPsTMXjazyWb2iZndnox43f1Ndy8IN30PaJPocc2sYfjZvh/Gf27U6sPCz/wTM7uxgnHPAL6Ksao9MCN8Xtq1vQNYbGaRm8UvAF6Iir+0a+ZpM5sJPF1ZcUeu6VBD4l/TpwCLgIeBC6PijcQ1K/xcLw+Xn2Jm75jZq0BeOcON+zdI4tfyO8CxZlbHghqfHxAkyUjco8Lvj4VmNtoC3zezeVHbHBn9WtJLSuaTTFBrghJjxCqgJ8HwULXNLNfd5wADgMMSPOY8YHj4/F7gbnf/n5kdTjAJ9A+BvwBb3D0HwMwOquT4CY/7JEFpLA/4QxnH+h9wnLu7mf0K+GPUPkcBpxKUopaa2cPu/l0FY96LmbUFugGzw0XDgP+Y2Z0EJYITyjjEEuBEDyba7g38nT1f+l3DY+8K477f3b+Mc5yKxhvtlwSlgFi+b2aRL76Z7v5r4M/Af939lxZU075vZlPCbY4FOhMkqg/M7PXwWqwMiwi+yF8BBlL6tf08MMjM1gOFBF/0kWrO0q6ZjsCP3P3bSooZADP7G/ALYAvBNRnLhcBzwCTg72ZWJ+p6PRo4jiDJfmhmr4fLuwOd3X15OUMq7W/wV8C/zexbYGt43lgcmAKcSZBMXwXaRa1/wN3/CmBmTwN93f01C5p6uoY/zi8Fnixn7FJNVOeSZEzu7sAg4G4zex/YRvAFkQiLet4beCD8cnwVyA5/KfYGHow639eVEngJ7n4pwRfaYoJSQGnaECSnBQRJvlPUutfdfZe7bwQ2AIdWRnzhZ/ESMCyqlHAV8Ht3Pwz4PfB4GYdpArwYtl/dXSLuqe6+xd13EvxQ+F4S4o2s+zNQAIyLs/tn7t41/PfrcNmPgZHh9TEdqAccHq57y903hUnmZeBH+xN7Cb8ErjazuQQ/fHaXsu1k4AyCv4eSPwBKu2ZerewECeDufw6vjXGENTbRLGjr/QnwSvh/NJsg+URMcvdvw2t5GsGPEYD3K5Agy/J74Cfu3oYggd1VyrbPE3zGgwgSfLRTwxL7AuA09nzOY4BLzawWwd/3s5UZvFSd6pwkV7P3r+g24TLcfZa7n+juxxJUTS2LsX8s3QiSEgTv/bioL8fW7r69kmKHUuKPcPdCgj/Asqp07yf4xZoDXEHwhR2xK+p5IZVQO2BmdQgSzjh3fzlq1SUESQHgRfZ8icVzMzDN3TsD55CkuEuJFzMbAvQFBoc/sBI+LHBe1PVxuLtHrp2Sx6m0m43dfYm7/9jdjyH4Qv6slG13A3MJSogTSqwu7Zr5prLijWMcsa/pM4EDgQVmtoLgx8WFUevjfa4VjTfm36CZNQe6uHukxmE8pdSKuPv7QA7QLKqZBzOrBzxE0D6ZAzzGns/5JeAsgmtvrrtvquB7kBSrzknyA+BIM2sX/gIdRFDiw8wOCR8PAEYAj5R1MDM7mqAqNVJKfBO4Jmp91/DpW8Cvo5ZXtLo1Zvxhm8UPwmMb0I+gWrI0TdiTYC+pYDwJCWN6HFjs7iV/Xa8BTg6fnwZ8UsbhouMeUlkxRistXjPrQ1DN2M/dd5Tz0P8BrgmPj5l1i1p3hpk1NbP6wE+BmRV+AyVEXdtZwA2UfW3/Axjh7iXbCavsmoGg3S3q5bnEvqYvBH7l7m3dvS1BteUZZtYgsp+Z1TOzgwnaLj/Yz7DifYd8DTQxs/bhdmew58dzPCOB60ssiyTEjWFNRnGP17CG5D8Eba+qak1j1TZJhh0ufkNwoS0GXnD3ReHq4Wa2mKDn2Wvu/t84hzkx7LiwlCA5/tbdp4brfgvkWtA5Jw+4Mlx+C3BQ2BD/EfHbVioavwFPhdUzCwh6Z/41xiFqs6e0dRNBteVckj9lTy/gYuA023NLxE/CdZcD/wg/l78DQ2PsHx337cD/mdmHJK/9u7R4HyCosnwrXF7mj6koNwN1gI/NbFH4OuJ9gpLCx8BLFWmPNLPngFlABzNbZWaXhasuNLNlBElmDWV8wbr7Ind/Ksaqm0jCNVNK3LeGfzMfE1RV/67Efg2APkCknRF3/4ag7fSccNHHBNWs7xH06i21Y1hZ4v0NhssvB14Kr+WL2dNXId6x3nD3aSWWbSYoPS4Mz1EyqY8Digh+kEua0rB01ZSZ3Q184u4PpTqW8rDgPsXW7v7HVMci6cPMbgK2u/udqY6lspjZdUATd/9LqmORiqvOvVszlpm9QXBf100pDqVczOxxgl6f56c6FpFUMrOJwPcJmiUkjakkKSIiEke1bZMUERFJNSVJERGROJQkRURE4lCSFCnBzArDW0YWWTBbyx+sjBkrLJiZ4+dVFaOIVA0lSZF9fRuOstOJ4Ebzs4CyBjJvCyhJitQw6t0qUoKZbXf3RlGvjyC4UbwZwRizTxMMwg3wG3d/18zeIxggfznwFHAfcCvByDEHAA+6+6NV9iZEpFIoSYqUUDJJhss2Ax0IBtQvcved4VBsz7l7rpmdAlzn7n3D7YcCh7j7LeHwiTOBgUkYqFtEkkiDCYiUTx2C2WO6EgzM3j7Odj8GjrY9M9g3AY4kKGmKSJpQkhQpQ1jdWkgwFdmNwHqgC0Gb/s54uwHXuPt/qiRIEUkKddwRKUU4rdIjBNNOOUGJcK27FxEMjF0r3HQbwWDqEf8Brgqn8cLM2ptZQ0QkragkKbKv+uFky3UIJmt+mj2T8j5EMHvELwgmPY7MdfgxUBjOKjEWuJegx+u8cLqtfIJptUQkjajjjoiISByqbhUREYlDSVJERCQOJUkREZE4lCRFRETiUJIUERGJQ0lSREQkDiVJERGROP4/rWUhQTYt+gUAAAAASUVORK5CYII=\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -9493,7 +10111,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -9507,7 +10125,7 @@ "data": { "text/markdown": [ "## \n", - " ## COVID vaccination rollout among **70-79** population up to 25 May 2021" + " ## COVID vaccination rollout among **70-79** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -9530,7 +10148,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -9554,7 +10172,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -9578,7 +10196,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAfQAAAEGCAYAAACTjGeYAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nOzdd3jUVfb48ffNTNqkQUgDAoSWhEAIJQQBsYGKaxZFmooK6Ioui64/XVbXZa1bdNX9uthQ3AWDDVCxIipIs0vd0EJRWkwlkF5n7u+PmQkpM8kkZNI4r+fxCfNpcycGTu49996jtNYIIYQQomPzaOsGCCGEEOLcSUAXQgghOgEJ6EIIIUQnIAFdCCGE6AQkoAshhBCdgLGtG+CKkJAQHRUV1dbNEEKIDmX79u25WuvQtm6HaB0dIqBHRUWxbdu2tm6GEEJ0KEqpY23dBtF63DrkrpTqopR6Ryl1QCm1Xyk1RikVrJT6Qil1yPa1qzvbIIQQQpwP3J1D/zewTmsdCyQA+4EHgA1a64HABttrIYQQQpwDtwV0pVQQcBHwHwCtdYXW+gxwDfCa7bLXgGvd1QYhhBDifOHOHHpfIAdYppRKALYDvwfCtdYZtmsygXBHNyul5gHzAHr37u3GZgohhHDV9u3bw4xG46vAEGSlVGuyAHuqqqp+M3LkyGxHF7gzoBuBEcBdWuvvlVL/ps7wutZaK6UcbiavtX4FeAUgMTFRNpwXQoh2wGg0vhoRETEoNDT0tIeHh/zb3EosFovKycmJy8zMfBWY7Ogad/52dRI4qbX+3vb6HawBPksp1R3A9tXhbxpCCCHapSGhoaEFEsxbl4eHhw4NDc3HOjLi+Bp3vbnWOhM4oZSKsR2aAOwDPgRm247NBj5wVxuEEEK0OA8J5m3D9n13GrfdvQ79LuANpZQX8BMw19aYVUqp24BjwAw3t0EIIYTo9Nw6oUFrvUtrnai1Hqq1vlZrfVprfUprPUFrPVBrPVFrnefONgghhOhcDAbDyNjY2LiYmJi4uLi4QV988YUfQFpamtfAgQMHN+eZSUlJMVu2bDG1bEtbV4fYKU4IIYSw8/b2thw4cGAfwLvvvhv44IMPRl5++eVpbd2utiZLDoQQQnRY+fn5hqCgoKq6x9PS0rxGjhwZExcXN6hmLx7gz3/+c0R0dHRcTExM3Pz583vWvM9sNjN16tSou+++u0drtL8lSQ9dCCFEsyx8Z3evg5mFLTpMHR0RUPLUtIQTDV1TXl7uERsbG1deXq5yc3M9165de7DuNT169KjaunXrQZPJpFNTU71vuOGGfnv27Nm/atWqwLVr13bZvn37gYCAAEtWVpbBfk9lZaW69tpr+8bFxZU++eSTmS35uVqDBHQhhBAdSs0h9/Xr1/vNnTu378GDB/fWvKaiokLddtttffbt2+fr4eHBsWPHvAG++OKLwJtuuik3ICDAAhAeHm623zN//vw+1157bV5HDOYgAV0IIUQzNdaTbg0TJ04sPn36tDEjI6NWPPvb3/4WHhYWVvnuu+/+bLFY8PX1HdnYsxITE4u2bt0aWFJSkmUymTrc0jzJoQshhOiwdu7c6WOxWAgPD6+VR8/Pzzd079690mAw8OKLL3Yzm60d8SuvvLLg9ddfDyksLPQAqDnkfscdd+ReccUV+cnJyf0rKytb9XO0BAnoQgghOhR7Dj02Njbu+uuv7/fSSy8dNRprDzjfc8892W+99Va3mJiYuAMHDvj4+vpaAKZNm1Zw1VVXnRk2bNig2NjYuMcffzyi5n2PPPJIVkJCQsl1113X1/5LQEehtG7/owqJiYl627Ztbd0MIYRoNZl//zsAEQ8+2OxnKKW2a60TW6pNALt37z6akJCQ25LPFK7bvXt3SEJCQpSjc5JDF0KIdqh8/4G2boLoYGTIXQghhOgEJKALIYQQnYAEdCGEEKITkBy6EEK0sdMrV1Hw8ce1jpUdOIBPbGwbtUh0RNJDF0KINlbw8ceUHag9Cc4nNpbA5OQ2apHoiKSHLoQQ7YBPbCx9VqS0dTM6BKXUyMmTJ+d98MEHPwNUVlYSFhaWMGzYsOKNGzcefuONN4L27t3r+/e///2ct3A1mUzDS0pKdp57q91PAroQQogOxdfX15KWluZbVFSk/P399Zo1awLDw8Ort3abNWtWPpDfhk1sEzLkLoQQreD0ylUcu/kWh//VHW4XjZs4cWL+6tWruwC89dZbwVOnTs2zn1u8eHG3W265pTfAhAkT+j///PPdAJ566qmQyZMn9wXYu3ev9/jx4wcOHjx40MiRI2N27tzpA3DgwAGvYcOGxUZHR8d1tBKq0kMXQohWYM+TO5ro1mHz5e//rhfZ+1q0fCphcSVc+0KjRV9uvvnmvIcffrj7zJkzz+zfv9902223nfrmm2/86163fPnyY+PGjYsdMGBA+QsvvBDx/fff7wf4zW9+0+eVV145Fh8fX/7ll1/6/fa3v+393XffHZw/f37v3/zmNzkLFiw49Y9//CO0RT+bm0lAF0KIViJ58pYzevTo0pMnT3ovXbo0eOLEiU6H13v16lX14IMP/pKcnByTkpJyODw83Jyfn++xc+dO/+nTp/e3X1dRUaEAduzY4f/pp58eAbjjjjtOPf7445Hu/zQt47wI6P7+/hQVFTk9f+bMGd58803mz5/frOc/++yzzJs3D5OpZX9RbY5HHnkEf39//vCHPzBnzhySk5OZNm1as5+3adMmnn76aT6us6SmKZYvX84VV1xBjx7NH73atGkTXl5ejB07ttnPEEK0MBd60u40adKkMw8//HCvzz//PC07O9tpPEtNTfUNCgqqSk9P9wQwm80EBARU2Wuq1+Xh4dH+i5w4cF4E9MacOXOGF1988ZwC+k033dRqAd1sNmMwGBq/sB0wm80sX76cIUOGNBrQq6qqqFsxyW7Tpk34+/tLQBftgqN1442RdeUt77e//W1uly5dzElJSaUff/xxgKNrNm7caNqwYUPQ9u3b91188cUxv/71rwtiY2MrIiMjK/773/92vfXWW09bLBa+//573zFjxpSOGDGiaOnSpcHz58/PW7p0abfW/kzn4ryaFFdUVMSECRMYMWIE8fHxfPDBBwA88MADHDlyhGHDhrFw4UIAnnrqKUaNGsXQoUN5+OGHASguLubqq68mISGBIUOGsHLlShYvXswvv/zCpZdeyqWXXlrvPTds2MDw4cOJj4/n1ltvpby8nHXr1jF9+vTqazZt2kSyLX/2+eefM2bMGEaMGMH06dOrRxaioqK4//77GTFiBKtXr2bp0qWMGjWKhIQEpk6dSklJicvfh8OHDzNx4kQSEhIYMWIER44cQWvNwoULGTJkCPHx8axcubLW923atGnExsYya9Ys7BX6HH22um1966232LZtG7NmzWLYsGGUlpbWassll1zCPffcQ2JiIv/+97/56KOPGD16NMOHD2fixIlkZWVx9OhRlixZwv/93/8xbNgwtm7dSk5ODlOnTmXUqFGMGjWKr7/+2uXPL8S5crRuvDEdNk/ejvXv379y0aJF2c7Ol5aWqjvvvDPq1VdfPRoVFVX597///cTs2bOjLBYLb7311k/Lli0LiYmJiRs4cODgd999twvAiy++ePyVV14Ji46OjrP36DuK86qH7uPjw5o1awgMDCQ3N5cLLriAyZMn88QTT7Bnzx527doFWIPqoUOH+OGHH9BaM3nyZLZs2UJOTg49evTgk08+ASA/P5+goCD+9a9/sXHjRkJCQmq9X1lZGXPmzGHDhg1ER0dzyy238NJLL7FgwQLmzZtHcXExfn5+rFy5kuuvv57c3Fz++te/sn79evz8/HjyySf517/+xUMPPQRAt27d2LFjBwCnTp3i9ttvB2DRokX85z//4a677nLp+zBr1iweeOABpkyZQllZGRaLhffee49du3axe/ducnNzGTVqFBdddBEAO3fuZO/evfTo0YNx48bx9ddfk5iY6PCz3XPPPfXa+uqrr/L000+TmOi4imNFRQX28rinT5/mu+++QynFq6++yj//+U+eeeYZ7rzzzupUAsCNN97I//t//48LL7yQ48ePc+WVV7J//36XPr8QLUHy4W3H0brw5OTkwuTk5EKAu++++xRwCiAtLa16WH3WrFn5tiVtxMbGVmzduvVQ3efExsZW7Nq1q/q3tcWLF//iho/gFudVQNda8+CDD7JlyxY8PDxIT08nKyur3nWff/45n3/+OcOHDwesPdRDhw4xfvx47rvvPu6//36Sk5MZP358g++XlpZG3759iY6OBmD27Nm88MIL3HPPPUyaNImPPvqIadOm8cknn/DPf/6TzZs3s2/fPsaNGwdYA92YMWOqnzdz5szqP+/Zs4dFixZx5swZioqKuPLKK136HhQWFpKens6UKVMA6y85AF999RU33HADBoOB8PBwLr74Yn788UcCAwNJSkoiMtI6L2TYsGEcPXqUgIAAp5+tblsbU/PakydPMnPmTDIyMqioqKBv374O71m/fj379p1NfxUUFFBUVIS/f71JrkK0G/9bv479X29y+fqwPv24dM489zVIdCrnVUB/4403yMnJYfv27Xh6ehIVFUVZWVm967TW/OlPf+KOO+6od27Hjh2sXbuWRYsWMWHChOrec1Ndf/31PP/88wQHB5OYmEhAQABaay6//HLeeusth/f4+flV/3nOnDm8//77JCQksHz5cjZt2tSsdrjC29u7+s8Gg4GqqqpG76nZ1qZce9ddd3HvvfcyefJkNm3axCOPPOLwHovFwnfffVf9C4kQHcH+rzeRc/RnQqMc/6IqxLlwa0BXSh0FCgEzUKW1TlRKBQMrgSjgKDBDa33ane2wy8/PJywsDE9PTzZu3MixY8cACAgIoLCwsPq6K6+8kr/85S/MmjULf39/0tPT8fT0pKqqiuDgYG666Sa6dOnCq6++Wuv+ukPuMTExHD16lMOHDzNgwABWrFjBxRdfDMDFF1/MrbfeytKlS7n++usBuOCCC/jd735XfX1xcTHp6enVveCaCgsL6d69O5WVlbzxxhv07NnTpe9BQEAAkZGRvP/++1x77bWUl5djNpsZP348L7/8MrNnzyYvL48tW7bw1FNPccBJnrChz+boPWt+fxuSn59f/Vlee+21Ws8oKCiofn3FFVfw3HPPVc952LVrF8OGDXPpPYRwlbPJb+cywS00qi8zH37iXJsmRD2tMSnuUq31MK21PYH6ALBBaz0Q2GB73SpmzZrFtm3biI+PJyUlhVjbX8hu3boxbtw4hgwZwsKFC7niiiu48cYbGTNmDPHx8UybNo3CwkJSU1NJSkpi2LBhPProoyxatAiAefPmMWnSpHqT4nx8fFi2bBnTp08nPj4eDw8P7rzzTsDa001OTubTTz+tnhAXGhrK8uXLueGGGxg6dChjxoxxGlAff/xxRo8ezbhx46o/h6tWrFjB4sWLGTp0KGPHjiUzM5MpU6YwdOhQEhISuOyyy/jnP/9JRESE02c09NnqmjNnDnfeeafDSXF1PfLII0yfPp2RI0fW+gXp17/+NWvWrKmeFLd48WK2bdvG0KFDiYuLY8mSJU36HgjhCmeT32SCm2iPlH3Gslsebu2hJ2qtc2scSwMu0VpnKKW6A5u01jENPScxMVHbJ00JIURrOXbzLQDnNPmtZt7cPtzeWj10pdT2Gp2pFrF79+6jCQkJuY1fKdxh9+7dIQkJCVGOzrk7h66Bz5VSGnhZa/0KEK61zrCdzwTCHd2olJoHzANrD3r58uW1zg8ePJhRo0ZVDznXNWzYMIYNG0ZJSQmrVq2qdz4xMZEhQ4aQn5/PmjVr6p0fM2YMMTEx5ObmOtxU5aKLLqJfv35kZmaybt26eucnTJhAr169OHHiBBs2bKh3ftKkSURERPDTTz+xZcuWeueTk5MJCQkhLS2Nb7/9tt75KVOmEBQUxJ49e3D0y86MGTMwmUzs2rWrevZ+TbNmzcLT05Mff/yRvXv31js/Z84cAL755hsOHjxY65zRaOSmm24CYPPmzfz888+1zvv6+lZPdFu/fj0nT56sdT4wMJDrrrsOgHXr1pGZWbsgUrdu3fj1r38NwEcffcSpU6dqnY+IiGDSpEkAvPfee7WG4gEiIyOZOHEiACtXrqw3KtC3b9/q9MDrr79eb05AdHR09Xr3uj93ID9759PPXtqRIwCE2H4OmvOz9/37qynMzSEgJJSwrkFcNO4SoG1+9kTn5u6AfqHWOl0pFQZ8oZSqNXaltda2YF+PLfi/AtC3b98OuWuPEKL9Kty8hdzNm2sdM3t7cWzVagCyT56gMiMDz+7dz/m9AkJCGX3tdPr27cvQiy9m79Z0tq09itlSO6BnbNdkfWud6Ln9x6MEBPsQneQ89XU+O3LkiOe8efN6Hz582NdisTBx4sT8l1566eSOHTt8Tpw44TVz5sx8gHvvvbeHv7+/+bHHHqu/pKmTceuQe603UuoRoAi4HRlyF0K0MXuVs8YmtwUmJ9N15oxmv8/KR63ThGoOs695Zge5J4sIiWx4mWVIL3/Gz6g/KdZVnXXI3WKxkJCQMOg3v/lN9u9///tTVVVV3HjjjX26du1qHjx4cOm2bdv8UlJSjsO5B/SGdrBsC20y5K6U8gM8tNaFtj9fATwGfAjMBp6wff3AXW0QQoiGuLo5TFPXj9fkbJlaSKQ/U+4b0axnnu8++uijAG9vb8vvf//7U2BNxSxZsuREVFTUUKPRqLXWxMbG+t93330ZAPv37/dNSkqK+eWXX7zuvPPOLPvuci+++GLwSy+9FF5ZWalGjBhRnJKScsxoNGIymYbPmjUrZ8uWLYGLFy8+fuWVVzovBtKOuPPXjnBgjVLK/j5vaq3XKaV+BFYppW4DjgHN/9VXCCFawbmsHw+N6ssgW968s/nL13/pdfj04RYtYjGg64CSx8c93mDRl9TUVN+EhIRa+10HBwdbevbsWTFr1qzcgwcP+tToofsePnzY55tvvkk7c+aMYdCgQUMWLlyYs3fvXu933nkneNu2bQe8vb31TTfd1HvJkiXdFixYcKq0tNRj9OjRxUuXLj3puAXtk9sCutb6JyDBwfFTwAR3va8QQrhDc2en792azsEfsjiye0f1MafD7duWQeo7Z19HxMNVsmb9XF1xxRVnfH19ta+vb1VwcHDlyZMnjevWrQvYs2ePKSEhYRBAWVmZR1hYWBVYlxXPmTOnVfZHaUntJzEghBBuVnOjmNaqfnbwh6x6ATwk0p/oJAcLfFLfgcxUayDvABrrSbvLkCFDSt9///2uNY/l5eV5ZGRkeBmNxnoTw7y9vauP2Xa7VFprNX369FMvvPBCet3rvby8LO0pb+6qjtdiIYRoJvtGMT6xsU43h3GULz/X7VqblC+PiIe5nzT7vc4HkydPLly0aJHH888/323BggWnqqqqmD9/fq/p06fnRkREVP7www+N7j09adKkguuuu27Agw8+mNWzZ8+qrKwsQ35+viE6OrqiNT6DO5xX5VOFEMI+Ea7PihSHs9ft+fKaOnMevCPy8PDg/fffP/zee+917dOnz5C+ffsO8fb2tixevDj9qquuKjx48KBvbGxs3NKlS7s6e8bIkSPLFi1alD5hwoTo6OjouMsuuyz6xIkTHapcal3SQxdCiDpadDe3wkwozoFlf3F6yWqKWKuKobIYvPxg3VwAYoNjuT/p/pZpRyczYMCAyi+//PJw3eO+vr7mPXv21KylXCsXfujQoerdjG6//fbTt99+e71cuaPyrB2BBHQhRKfgrJBKTe7Km9snvjmSmwMhxuIG71+rikmjghgvP/ALbfH2ifODBHQhRKdQMz9e10/mMo5bKqB/D4yBnnz3qPOaUM3Jlzua+GYXYsohOuR4w3nxdXOJAZZNWtak9xWiJgnoQohOw9lGMd89+gCFLgbq5ubLnU58a2CoXYiWJAFdCHFeaNG8eN314pm2yXWOgneNZWirD65m7U9r612SlpdGTHCDO2AL0SgJ6EKIDqGxHLk715XXy5FnekDF1dYJbEBuSSghphzHN0fEQ/w0ANb+tLZW8M4uKCe3uBzoTvrJWGa+XLu6XVyPQB7+9eAW/zyic5KALoToEBrKkQNO15W3BIc5ci+/6p53CBCdlADjZzf6rJjgmOpc+cyXv+V4RgFx3QPd0WxxnpGALoToMFwtpmJn3yTmXDeGgTo5cvvQ+tzGA3hj4roHsvKOMef8nPPJ/fffH/Huu+928/Dw0B4eHrz44ovHLrvssoaXEjjw8ccfB3h7e1suv/zyYoCpU6dGJScn58+dO7fRbV9XrFjR5ZZbbum/Y8eOvcOHDy9r6NqLL754wLvvvvtzSEiIualtbAoJ6EKITqtmMG/yRLeaefK6OfImbM9aM28uufJzt379er/PPvusS2pq6j5fX1+dkZFhLC8vV8151pdffhng7+9vtgf0pnj77beDR4wYUZSSkhI8fPjwXxq6dvPmzfXWy7uD7BQnhOjU7JPhhk6c5PD83q3prHlmR/3/VnqwZtfVrNk3g9ySOmvDa+TFG2PPm4N1uP1X/X7Fm98fZ+bL37Ivo+CcPtv5KD093TM4OLjK19dXA3Tv3r0qKiqqEuCDDz4IGDRoUFx0dHTc9OnTo0pLSxVAz5494zMyMowAW7ZsMSUlJcWkpaV5paSkhC5ZsiQ8NjY2bt26df4Amzdv9h8+fHhsZGRk/LJlyxzuNJefn+/x448/+i9btuzomjVrgu3Hjx075pmYmBgTGxsbN3DgwMH2Z9Z8/4kTJ/YfPHjwoAEDBgx++umnQ+z3mkym4XfddVfPmJiYuISEhNgTJ040ucMtPXQhRLvjaAKcuya9NbSG3J4nb0qO3JGaeXOgOpjHdQ/kmmE9m9nytvfLg3/uVX7oUIuWT/UeOLCkx9//5rToy7XXXlvwj3/8o0dUVNSQCy+8sOCGG27Iu/rqq4tKSkrUHXfc0ffzzz9PGzp0aPmUKVOinnrqqdCHHnoo29FzYmJiKm655ZYcf39/82OPPZYFsHTp0pCsrCzPbdu2Hdi1a5fPlClTBjgafn/zzTe7XHLJJflDhw4t79q1a9XWrVtN48ePL/nvf/8bPGHChPwnn3wys6qqisLCwnqd5jfeeONoeHi4uaioSA0fPjzupptuOh0REWEuLS31GDNmTNFzzz2Xfuedd0Y+99xzof/85z8zmvK9azSgK6UigeuB8UAPoBTYA3wCfKq1tjTlDYUQojGOJsC5MumtbmEVV3PnDteQN5And7b8zBFnw+ySO2+eoKAgy549e/atW7cuYMOGDQGzZ8/u/9BDD50cNWpUSWRkZPnQoUPLAebMmXPqhRdeCAMcBnRnJk+efMZgMDBy5MiyU6dOOdzbfdWqVcF33313NsDUqVPzVqxYETx+/PiSCy64oPiOO+6Iqqys9Jg2bdrpsWPHlta998knnwz/5JNPugBkZmZ67t271yciIqLY09NTX3/99fkAI0eOLF6/fn2TZ0o2GNCVUsuAnsDHwJNYvzE+QDQwCfizUuoBrfWWpr6xEEI0pKkT4IB6E+AazJ3bc+TO1pA3kCevu/ysIfZh9s6ooZ60OxmNRpKTkwuTk5MLhw4dWrpixYpuo0aNKnF2vcFg0BaLte9ZWlraYKrZx8enutSq1vUqsZKVlWX47rvvAtLS0nwXLFiA2WxWSiltsVhOXnXVVUVbtmxJe/fdd4NuvfXWvgsWLMhasGDBKfu9H3/8ccDmzZsDtm3bdiAgIMCSlJQUY2+P0WjUHh4e1Z+vqqqqyfMCGuuhP6O13uPg+B7gPaWUF9C7qW8qhBDu4vIGMvba49SvuAY0mievO4xu9+b3x/lgV+0S2+8cg3c2nl1jvk+WqjXb7t27vT08PIiPjy8H2Llzp29kZGRFQkJCWXp6uteePXu8hwwZUp6SktJt/PjxhQCRkZEVX3/9tWnGjBkFq1atqs6LBwQEmAsKCgxNef8VK1Z0nTJlSt6bb755zH5s1KhRMZ999pl///79K/r161dx33335ZaXl6sdO3aYgOqAfubMGUNQUJA5ICDAsnPnTp/du3c3Wua1KRoM6DWDuVLKF+ittU6rcb4CaJXZe0KIzqWhjWJaKl/eUNEUa898BrlVfa358xZYggbwwa70RgN2R8+dt6WCggLD3Xff3bugoMBgMBh0VFRU+WuvvXbMZDLpJUuWHJ0+fXp/s9lMQkJCyR/+8IccgIceeuiXO++8M+qxxx4zjx07ttD+rKlTp56ZNm1a/08//bTLs88+e9yV91+9enXwwoULM2seu+aaa06//vrrwRdccEHx4sWLI4xGozaZTOY33nijVh3eqVOn5r/yyiuh/fr1G9yvX7+yhISEJs+ub4hyNKRQ7yKlJgNPAV5a675KqWHAY1rryS3ZGGcSExP1tm3bWuOthBCt5NjNtzQYuAOTkznRLbBWTrwx9uF2ew99zTM7nE94y0y1fo2IJzopnMHj6wfYxrZqddRDt+/21h7y40qp7VrrxJZ85u7du48mJCTktuQzhet2794dkpCQEOXonKuz3B8GkoBNAFrrXUqpc9ulQQhx3mssT/75ow80aVMYRznzkEh/ply8u/be6wAVthx5Az1zZ7nyzpwXFx2XqwG9Umudr1StHH3jXXshhDhHLVJUxZ4vrznJzcW15M564uA4Xy75cdFWXA3oe5VSNwIGpdRA4G7gG/c1SwghGtZgftym1nB7RHzDNcmbwVG+XPLjoq24GtDvAv4MlANvAp8Bf3VXo4QQHZ990ttP5jKOWyrqnbeUlOBhMuHz6ANOn9HQcHuDG8LYhET6E50U3qSpu03dqlXWk4v2wtWAHqu1/jPWoC6EEI2ybw5zvH8P8rWZIFV7dZCHyYSxW7cGn9HYHuwON4SpqXqtuet7r9fMm0uuXHQkrgb0Z5RSEcA7wEona9OFEKIWn9hYfAb0wAfOPQ/eHDWDuYt7r8PZvPmb3x/nnY3ptdaQ1yT5ctGeuFScRWt9KXApkAO8rJRKVUotcuVepZRBKbVTKfWx7XVfpdT3SqnDSqmVts1phBCiQXWLqOSeLHLtRnvuPHFuk9/Tnm3T5moAACAASURBVCN3RvLlbSMtLc1r4MCBg2seu/fee3s89NBD4c7uWbx4cbdbbrmlU2+E5nJxFq11JrBYKbUR+CPwEK7l0X8P7Afsv8Y+Cfyf1vptpdQS4DbgpSa1WgjRphraFMaeM7fnyAuPlp9zLXKonzOvzo83UWP7sNfNm0uOXHQULgV0pdQgYCYwFes2diuB+1y4LxK4GvgbcK+yrnu7DLjRdslrwCNIQBeiQ3FUPMXuuKXCmjO35chDw0KbXovckcJMQow5TAledfbYYRqe8OYgd97YPuySN+/YkpKSYkaOHFn01VdfBRYWFhqWLFlydNKkSbWGc95+++2gJ554ovunn356eMGCBZEBAQHm3bt3++Xk5Hg+/vjjJ+fOnXvaYrHw29/+NvLLL78MUkrphQsXZtx+++2nb7755t6TJk3KnzVrVv7ll1/ev0uXLubVq1cfffbZZ7sdOXLEZ8GCBTlXXXXVwKSkpKJt27b5h4eHV3z22WeH/f393b7U29Ue+n+xBvErtdYNFnKv41msvfkA2+tuwBmtdZXt9UmsxV/qUUrNA+YB9O7dqUdJhOiQnG0K4/PoA+7JmRfnQEUTd8p0kjuvuba8ob3XJUfesA0p+3vlpRe1aPnU4J7+JRNuGXRORV+qqqpUamrq/pUrVwY99thjPSZNmnTQfi4lJaXLv//97/AvvvjiUGhoqBnAUcnUlJSULqmpqb779+/fm5GRYUxKShp0xRVXFI0fP75wy5YtAbNmzcrPzMz0ys7O1gBfffVVwA033JAHcPz4cZ/XX3/9p7Fjxx771a9+1S8lJaXr/Pnz887lM7nCpYCutW7yeJNSKhnI1lpvV0pd0tT7tdavAK+AdevXpt4vhGj/XFlLbpdbEkqIiVZZS24nOfL2qc4mZ/WOT58+/TTA2LFjixcuXFg9T+vrr78O2L17t2njxo0Hg4ODq0t/OyqZunXr1oAZM2bkGY1GevXqVTV69Oiir776ynT55ZcXvfDCC+Hbt2/3iY6OLj1z5ozh2LFjntu3b/dbunTp8ezsbGPPnj3L7aVThw8fXnL06FFv9303zmqsfOoqrfUMpVQqtXeGU4DWWg9t4PZxwGSl1K+wllwNBP4NdFFKGW299EggvYFnCCHamKN8uX24vW79cXC9Bjm4tpbcLsSUQ3TI/gavcaVOuaPhdsmTN8+59qSbKzw8vCo/P7/WOsi8vDxD3759y+FsCVSj0YjZbK6O/n369Ck/fvy49549e3wuuuii6nKrjZVMralv376VBQUFho8++iho/PjxhXl5ecaUlJSufn5+lq5du1qys7Px8vKqfojBYNCNlWxtKY310H9v+5rc1Adrrf8E/AnA1kP/g9Z6llJqNTANeBuYDXzQ1GcLIVqPo3y5T2wsgcnJfFen/jg0vna8rlprye3rxh2pSIWwhteSu1KnXHLkHV9QUJAlLCys8sMPPwyYPHlyYVZWlmHTpk1BCxcuzF6xYkWIs/siIyMrnnnmmZPTpk3rv3LlyiOJiYllzq696KKLCpcuXRq6YMGCU9nZ2cYffvjBf/HixScARowYUfzyyy+HffHFFwezs7ONN954Y/+rr776tDs+a1M0Vj41w/bH+Vrr+2ueU0o9Cdxf/65G3Q+8rZT6K7AT+E8zniGEaEVOi6g8uqNl9lq3a2gTmBbce71mfXLJk3dMr7322s/z58/v/cc//rEXwP333//L4MGDyxu7b/jw4WUpKSk/zZw5s/+HH37odErlzTfffOabb77xHzRo0GCllH700UdP9u7duwrgwgsvLNq6dWvgkCFDysvLyyvy8/MNF110UaGzZ7UWV8un7tBaj6hz7H+NDLm3GCmfKkTbOXbzLQAOA/pK27atzQ3oa57ZAXC2h77sauvXZubJ566zrjV3FtBnvux4ots1w3py4+jON/lWyqd2Ps0un6qU+i0wH+inlPpfjVMBwNct1kIhRIdiz527ki9vaOKbK/lzV/LidrL3ujifNZZDfxP4FPgHULOCQqHW2u1T8IUQrcfZZjGO1pvXDOaN5curJ74FFVmXntUQYoToqv2w7C/WA81YN15TV2MU6SdjmfmybNUqzj+N5dDzgXzgBgClVBjWGev+Sil/rfVx9zdRCNEanG0WY58AV1dTcuchkf5MCX6y8SIpLqwbb4h9SL1rd8fnZRma6Mxc3Snu18C/gB5ANtAH63augxu6TwjRsTid/NZS3FCTvC4ZUhfnK1d3ivsrcAGwXms9XCl1KXCT+5olhGgrjtaW12UfbneUH88pzSGv9FT1a9/8YEqD8pjbzXbduqYVSXF1uF2I852rAb1Sa31KKeWhlPLQWm9USj3r1pYJIVpcQ0VV7MPtrkx2s+fOHW0Mk1eUQYm5AhPW/TxKfYs5FbjLum2rl1+T22xfN+5oi9a6JEcuzmeuBvQzSil/YAvwhlIqG2jipspCiLbWUFGV6lz5AdfXlh/ZvaP2xjDA3OXzoKKYZZ796lzdD4ZMa1YZU3C+5KwmyZGfH2677bZeffr0KX/ooYeyAS688MKBPXv2rFi5cuUxgNtvvz2yZ8+elZs3bw7YuHFjvbXmM2fO7PPHP/4xa+TIkWUPPPBAxBNPPJHZ2p/BHVwN6NcAZcD/A2YBQcBj7mqUEMJ9Gs2TP7rj3N/Eyw/mtHyuXPLjAqwbu6xevborkG02mzl9+rSxqKioeivYH3/80T80NPSMs/vtgR9g8eLF3c+rgK61rtkbf81NbRFCtFPO1pJnHM+jwD+bueueqz6WRgUxeNW7VoiWcumllxb96U9/6gWwfft235iYmNKsrCzPnJwcg7+/v+XIkSM+iYmJJevXrw+aNGlSv7S0NN/4+PiS999//2cPDw+SkpJinn766RNvv/121/Lyco/Y2Ni46Ojo0g8//PDnF198Mfill14Kr6ysVCNGjChOSUk5ZjS62vdtW41tLFNI7aIs1aewFmeRZJUQHYB9oltZZQFgLXHqjKP8ubMiKgW+J9kX+C2GzNTqYzEVlfzKs2uz2tlQnlzy4+3PZy892yv3xLEWLZ8a0qtPyZW/vafBoi9RUVGVBoNBHzp0yGvz5s1+F1xwQXF6errnl19+6d+1a9eq6OjoUi8vL71//37fXbt2/RQVFVU5cuTI2C+++ML/yiuvrK6N/uKLL6YvX7487MCBA/sAduzY4fPOO+8Eb9u27YC3t7e+6aabei9ZsqTbggULTjlvTfvR2Dr0gIbOCyHaN/skuJ2VBeRrMwGl5XiYGv7319lmMXVz5WDNlxsqilmma+TLPXFpz3VHpJSpcNXIkSOLNm7c6Pftt9/6L1y4MOv48eNeX3/9tV9QUJB59OjRRQDx8fHF/fv3rwQYPHhwyZEjRxocOlq3bl3Anj17TAkJCYMAysrKPMLCwqrc/2lahqvr0B1uciwbywjRvtknwdG/B0HKwCVBEQQmJ9N15oyWe5MWzpdLnrzjaKwn7U5jx44t+uabb/wPHDjgO2rUqNJ+/fpVPPvss+H+/v7mOXPm5AJ4e3vXLGNKVVWV40LqNlprNX369FMvvPBChyzr7WpioObfVh+gL5CGbCwjRLvnExuLz4AeAPRpZhEV+9rymrlykHy5aDsXXXRR0fPPPx/Ru3fvcqPRSHh4uLmgoMBw6NAh35SUlGPbt2/3deU5RqNRl5eXK29vbz1p0qSC6667bsCDDz6Y1bNnz6qsrCxDfn6+ITo6usLdn6cluDoprtZejUqpEViLtggh2ogrG8DYc+aFR8udritvqHiK9eZMSnM0JaYi69atNTQnXy55ctESkpKSSs+cOWO87rrrqvPbsbGxpcXFxYbu3bu7PEw+a9asnEGDBsUNGTKk5MMPP/x50aJF6RMmTIi2WCx4enrqxYsXH+8oAd2l8qkOb1QqtW6gdxcpnypEfW/87jZO5WYTpAxOr7GUlOBhMuEzKJZB4y5h6MRJ9a5Z88yOhqueZaaSpks5FZrKU2FH65+Pb9ra8sbWk3fWUqZtQcqndj7NLp9qp5S6t8ZLD2AE8Mu5N00I0VxVp04RUFrOJUERzi8KCnQpZ15zwlu9cqXdUq1D6xEjYVLL5MolTy5Ey3M1h15ztnsV1pz6uy3fHCFEU3iYTC1eTMVRudIYvPhVv1+16PsIIVqWqzn0R93dECGEa+y583xtbnC4vSanefLCTHJzIMSUc7YmucoiBliWkW19nZltrZIWPb36Nlf2VXdG8uQdnsVisSgPD4/m5WtFs1ksFgVYnJ13dcg9Efgz1rKp1fdorYeeawOFEM45KqZSc015b/8uLj3H2cYwFOcQYiwmOqSBFagOapQ3tF68MbKevMPbk5OTExcaGpovQb31WCwWlZOTEwTscXaNq0PubwALgVQa+O1ACNGynBVTqbmm3FUO8+TdbLPWI+KBMADS8k5bh9snLWvweZIHPz9VVVX9JjMz89XMzMwhWOdUidZhAfZUVVX9xtkFrgb0HK31hy3TJiFEU9QtpmLftrW5a8qhRp7cwTl7uVIhHBk5cmQ2MLmt2yHqczWgP6yUehXYAJTbD2qt33NLq4QQ9dhz585qlTvMkxdmQnEOuSWhzvPkEfG1euNvfn+cdzam887Gb522RfLgQrQ/rgb0uUAs1l2a7UPuGpCALkQrqRnMHe217jBPXpwDFcWEmCA6ZH/9hzYzPy55cCHaH1cD+iittaPROSFEMzma8FZX3fx5aFRfZjYw1G7PkzvOkYOreXLJjwvR8bga0L9RSsVprfe5tTVCnEecTXirySc2tkkT3+zq5sizC8rJLS6vcUV30k/GMvPl+sPqMpwuRMfkakC/ANillPoZaw7dXg/d6bI1pZQPsAXwtr3PO1rrh5VSfYG3gW7AduBmrXWH2CdXiJZWd8KbXa192g/sgEd3VA+3V+fKbflxu1p58jo58pmn7+K4i4FahtOF6JhcDej1N4BuXDlwmda6SCnlCXyllPoUuBf4P63120qpJcBtwEvNeL4QnZajyW/23Hl1rtxozY/j5QdYN4eplye358i3yzC6EJ2dqwG9yZsHaGvVlyLbS0/bfxq4DLjRdvw14BEkoItOzFmuvLHhdmf58iO7dxAS6U9V8H9Zq4pr5MftwurnyLc7n7EuhOgcmlIPXWMdane5HrpSyoB1WH0A8AJwBDijtbaXtjsJOBzbU0rNA+YB9O4tlZdEx+UsV97c/LjdWlVMGhV0rZcfh7o5csmLC9H5ubUeutbaDAxTSnUB1mBd+uYSrfUrwCtgLZ/q6n1CtEc+sbHkz76xfv1yW368rpwjaYSaKmDZ1fUflmmrnBZQTIyXHyUu5MclLy5E5+dqD70WrfUOpdToJlx/Rim1ERgDdFFKGW299EigeRUehOhgGtoUpi6Tpydl5hjW7BtU71z15DcvP/ALhXLJjwsh3FgPXSkVClTagrkvcDnwJLARmIZ1pvts4INmtFuIDqmxdeR2axa+Rm5JKDlBBvJKT9U+6XWGg73SSfPyIiYgAvLc1FghRIfiznro3YHXbHl0D2CV1vpjpdQ+4G2l1F+BncB/mthmIdotRxPgGpv85kyIKYcPEzeRlpdGV2NU/Tx5uTVPniH5cSEEbqyHrrX+HzDcwfGfgKSmPk+IjqDmBLifzGUct1RA/x4YAz05XXe4fdsySH3H8YMqrq5ejhYTHEPJsXlO8+RduyP5cSGEy0PuXwDTtdZnbK+7Am9rra90Z+OE6Ijsm8V89+gDFNYI4qYzQZSV9GPNM7ZJcJketQJ3TblVoYR0rX1M8uRCiIa4OuQeag/mAFrr00qpMDe1SYhOo2bOfM0zO8g9WVT7Ai+/WuvIc0pzrDlzrzMcjDhq3b41WMooCCEa52pANyulemutjwMopfrQjM1mhOjImlNMpS578RTgbCnTubN58/vjfLArnaPBr1CmTuCje1nPSZ5cCOEiVwP6n7Fu3boZ6+Yy47Ft+iLE+eKci6nY9163B/LM1Oreub1kqakP+OheRFX8odatkicXQjTG1Ulx62ybyVxgO3SP1jrXfc0Son2y58drFU+pofhMBaVfbIEvtlBRkomXKaI6Z56bAyHG4rMX16lFHtc9EJOtF75skuTKhRBN02BAV0pFaa2PAtgC+Md1ziugp9b6pNtaKEQ75GyTmNLCCirLzXh6G/AyReDf7WxBQmvxlOOsHjfHWqscIHcLrNvCUa8CAAx5GZIzF0I0S2M99KeUUh5YN3/ZDuRg3ct9AHApMAF4GOue7EJ0Cq4WU3G0SYy9N16dJ4fq/PhDXZeCGZ7++lDtPDlQUl6FydtITHAMv+r3q5b+SEKI80CDAV1rPV0pFQfMAm7FullMCbAfWAv8TWtd5vZWCtGKzqmYSt08OZCQkc/ACjNR6hhHPftZn1U3T67gmrie3DhaChEJIZqn0Ry61nof1klxQnRq9rx4WWUB9O+Bz4Ae9S+yFVNxuid7sa1GeR0mLwN+3YczOH4acblbAMmTCyFaVrOKswjRGdnz4gFOzhefqaC0sAIAZQilrKQfr/z1s1p7rfuWhFBqqmBu97PbNOzDB7BOeiN3i6wtF0K4hQR0IWoIjerLBYetdYf6OMiPm08WERLpT3ZhGSeLKijLP4GFcjzwBsDsm0521x3syyiovs+eH7eTPLkQwh0koIvzksMiKpXWIFx25Jfa+XP7nuuZMwgxwpTgVewtz6fE38xTPUoBeDjXH4Coyp84Sj8yK546e7/kx4UQrcDVvdw3aK0nNHZMiPauOk++/wCWkhI8TKbqc/naTJAy1J/8lvqOdRMYZtR6lsnLgJ+X9a/Q4O5BtqPWPPnKRMmPCyFaV2Pr0H0AExBiK8iibKcCAdm2SnQ4NfPkHiYTPoPO9sR9gEHjLqHIO54dP2RBdRGVGcAMcqv6oruVMrd7WHVe3OBlWzc+aVmrfxYhhKipsR76HcA9QA+s69DtAb0AeN6N7RLCbRrKk8PZIiohkdZh9AqzhUqzhWxPC/s9vyI1cy+W8u6yblwI0a40tg7938C/lVJ3aa2fa6U2CXFOHG4MY1sfXhYQAtjy5GFesOzq+g+okSsHKC7ayT7dh4+6/4ujXvusa8jVHyQvLoRoV1zdy/05pdRYIKrmPVrrFDe1S4hm2/XBOxwtOlMrP46HBv+u5Bs8CTJX4hPmRWCcv0vPO+rZj52+l7LyjjHMXSd7rQsh2idXJ8WtAPoDuwCz7bAGJKCLdue4pYJCX2/Ca+THi4//RGmlHwYvP+g2lB1hidYTeWfvyy4sI7eoAr/SCk6ZsnjClicvCTZi8t7Ht+vmyhpyIUS75eqytUQgTmstNdBFhxCkDLX2WV+z8DXMJaGE9Itwek9uUQUl5VWUmbI4GPJ99XGTt5EQP+s6c8mZCyHaK1cD+h4gAshwY1uEaBnmCjBX1s6PV1xNiAmm3Oc8GL/98reAN6Y+X2ICvp/0rtubKoQQLcXVgB4C7FNK/QCU2w9qrSe7pVVCOPHtE3/l4K5tDV5zRmu6aHPtg15+4BfK6oOrz5YurUNKmAohOjJXA/oj7myEEK46uGsbZ6oq8PUMolz5OrzGw2jGEtCLNXnXVR/LrSoiJMCf5bue5mTJ4VqlS+2khKkQoiNzdZb7ZqVUH2Cg1nq9UsoEGNzbNCEc62L0IjBxYa214rVkptY7FBLpT3RSOLmHy7GUdydK/aH+fbJFqxCiA3N1lvvtwDwgGOts957AEkC2fhVtJiSoiCnBT9Y/UZEKEfEwd3b9c4etk9xWzpVlZ0KIzsXVIfffAUnA9wBa60NKqbCGblBK9cK6rC0c6xK3V7TW/1ZKBQMrsa5pPwrM0FqfblbrRafTWI78TFUFXYxe1hfFOdbeeER87Ysi4iF+GkC9nHmZOuFwuF0IITo6VwN6uda6Qinrzq9KKSPWIN2QKuA+rfUOpVQAsF0p9QUwB9igtX5CKfUA8ABwf7NaLzode468OmjX0cXoRfSwRDLtByLiYe4nta558/vjfLA9HbZ/y1Gvt2sFcUt5d4KMSW78BEII0TZcDeiblVIPAr5KqcuB+cBHDd2gtc7AtsxNa12olNqPdaj+GuAS22WvAZuQgC5q6GL0IvF3L3DwhyyH5zPBmj938tP7wa509mUUENfduqubj+5FVIUtZ67gmnipKySE6HxcDegPALcBqVgLtqwFXnX1TZRSUcBwrEP24bZgD9Z/m8NdfY44fxz8Iav2pDfbXux2IUaI9lzv9P647oGyVasQ4rziakD3Bf6rtV4KoJQy2I6VNHajUsofeBe4R2tdYB+2B9Baa6WUw6F7pdQ8rBPx6N1bZh13JvbiKT+Zyzhuqah1ruZwe0ikP1PuG2E9sexqx/ny+Gn18uT29eRz1wXKVq1CiPOGqwF9AzARKLK99gU+B8Y2dJNSyhNrMH9Da/2e7XCWUqq71jpDKdUdyHZ0r9b6FeAVgMTERNlythMp+Phjyg4c4Hj/HuRrM0Hq7ArIejnymurky+258qNeT9fKk9vXk4Ns1SqEOH+4GtB9tNb2YI7Wusi2Ft0pZe2K/wfYr7X+V41THwKzgSdsXz9oWpNFZ+ATG4vPgB74QPWe63u3pnPwh6yzOXJHa8xrsOfKTX0c5MllPbkQ4jzjakAvVkqN0FrvAFBKjQRKG7lnHHAzkKqU2mU79iDWQL5KKXUbcAyY0fRmi86oZt48JKiI6Kq1sOwv1pOOhtux5spN3SVPLoQQrgb03wOrlVK/AAproZaZDd2gtf7Kdq0jsiFNJ/e/9evY//Umh+fKKq057sKj5YRG9a11rjpvbs+ZYwvitrXlNfPlsve6EEKc1WhAV0p5AF5ALGD/VzNNa13pzoaJjsk+4W1nZUG9/LidpaQED5OJ0Ki+DBp3ifOH1ciZO8qXy97rQghxVqMBXWttUUq9oLUejrWMqhBO2Se80b8HQcrAJZ6B9S8KCiQwOZlfeozj4A9ZHNm9A2g4b+4wXy65ciGEqObyLHel1FTgPa21zDgXDbJPeAPoY5vwVsu2ZZD6Gps+LCW3JJQQk3V9eYgRoqv2W/PmDnLmki8XQgjnXA3odwD3AmalVCnW3LjWWjvofgnRiNR3bPnxGYSYcpgSt6r61GqKeFoVQ/cw8LPAurmA5MuFEKIxrpZPDXB3Q0TH46iQij0/7mjCWy0R8eBl64HXqIq2fNWNZ+uVFwFF1kAu+XIhhGiYq+VTFTAL6Ku1ftxWSa271voHt7ZOtGuOCql4mEwYu3UjNCy04QlvTuQWO6lXLvlyIYRokKtD7i8CFuAy4HGsfacXgFFuapfoILoYvZj99vvVr/e+vpqDu0ugCI58lsWRz16rf1PF1eDlR26V40lwUq9cCCGaztWAPlprPUIptRNAa31aKeW4vqU4rx3cXUJuUTdC/E/VO1dhtlBptgDeFFT5k2PIY3PVFzyx7G/V15To45iU9MKFEKKpXA3olbaCLBpAKRWKtccuzgPONolxts48xP8UU56aXe/4zJe/rVXWtO4e7AAm1ZuLelzRco0XQojzhKsBfTGwBghTSv0NmAYsclurRLuSumY1p3Kz6wXvgNJyevt3adKz7GVNAVtp08Esm7SspZoqhBDnLVdnub+hlNqOdctWBVyrtd7v1paJdqMqO4OAsnIuKcsD4FjABaQHDAdvyDUZWLPwbJ7c2XC7EEII92owoCulfIA7gQFAKvCy1rqqNRom2hFzJR5GTZ8brZvF7Nh3AUU1NoSpKdA3hyxTKTNf/haA04Yt5BusiyFKtHXpmbVnjtQqF0KIFtRYD/01oBLYClwFDALucXejRNtxlC/PN3gSZOZsLfJndhACTLmv/nrw6jx59b0/VOfJTd5GQvy8q6+VNeVCCNFyGgvocVrreACl1H8AWXfeSTVUVCWgrJzeuszlZ0meXAghWl9jAb26oprWusq6v4zojAreepWyn9Mpj45FGYLw8h539qSnhVx/T9Y803gRFSGEEG2jsYCeoJQqsP1ZAb6217KXe2dTnINPl0oqfQMxmz3xCfOufd4vlOzCMnKLKqgynKm3ftxO8uRCCNE2GgzoWuv6i4xFp1A3V14WEAKEUFFViJcpooF15OWY+qyot37cTvLkQgjRNlxdhy46MHt+vKa6uXJLpQUPTw+8TBH4dxvq9FlnS5hKXlwIIdoTCejngYKPP6bswAF8YmPPHjRXEGSu5JLCXACOmYaTFT6OCp+BBIZJflwIIToaCejnCZ/YWPqsSKl+7XH7VRiqKihK9APgeNY48isjOWOw8EPFrgbz41KTXAgh2h8J6OeJn8xlfPfoA9Wv84o88PPx4bFujwAwNK8cPOF/A7056vWJwxy5PT8eFih5cSGEaG8koJ8njlsqKDz6M6FRfQEI8DXTo2tl9Xpx+5K0P98xQtaOCyFEByQBvROqOwmubO//ICqU0C6VePT+lrWqGHNEEWXKh5Xr5gIQk3c5AHPXPSdLzYQQogOSgN4J2SfBZQ2ZTLqxH8RfSGHlV+QXeVC49xoilcbbojArI97HfADwzQ+mNMhafEWWmgkhRMcjAb0T+slcxvH+PSgyZFJZlo6nKqPCUkiFRxhlyhcApXoR4e9FWIA1oBMM0UnxPDD+xjZsuRBCiOZyW0BXSv0XSAaytdZDbMeCgZVAFHAUmKG1Pu2uNpwXti2D1HdqHTpeVkG+wRNDRTGeCkKMP1Ns9GFH5FCKx34JIPlxIYToZNzZQ18OPA+k1Dj2ALBBa/2EUuoB2+v73diGTqs6T56ZSo65hFOGs/8rq3wi8KSc/PCxAGwbnEpGFZw2fClLzoQQopPycNeDtdZbgLw6h6/BWpIV29dr3fX+nZ09Tw5wymCkxMMDvPzAy48S3y6U+PbCuySSYnzYp/uQXhUESH5cCCE6q9bOoYdrrTNsf84Ewp1dqJSaB8wD6N27dys0rePxiY0lf+Apvs+oBC+/6p53+f5DKHwo8fWlWDwmgwAAEmFJREFUoEsUURV/AAXXxPXkxtHyvRRCiM6ozSbFaa21Uko3cP4V4BWAxMREp9d1eg5y5ABk/gLAfs8gfMpNlIWcPaW9QqkyDeLPT1/SOm0UQgjR5lo7oGcppbprrTOUUt2B7FZ+/44n9R3ITIWIeABWU8RaVcz1VACQ5u1FiXcVWVeF89CkJwD42x82tVVrhRBCtJHWDugfArOBJ2xfP2jl9++YIuI5bZpNwccfo8v7MtY3nuxQqPAy4FvyDT6A7/rJ/G39JgB8i82U+knlWyGEOJ+4c9naW8AlQIhS6iTwMNZAvkopdRtwDJjhrvfv6KrrldtmHJSdeRNLSQn5fgpduZ0yqlDaE2NlAVXGECrK/THaypCX+hnoMbRbm7VdCCFE63NbQNda3+Dk1AR3vWeH5SBPvv97yCmEUO9i6+x1wMNkotLLAFTRo1+Y7cqubDX3IqenX/W+7EIIIc4/slNce+AgT56mvCEQto8uAj9frl9unQR3qHcySnvzXsSA6tv3ZRQQ1yYNF0II0V5IQG8HTu8qoGBfN4iwDpMH5uXQzccTD+XB6NUewCnC0kvI7mlCaW8sVX617o/rHsg1w3q2QcuFEEK0FxLQ24GCfUWUZVfgE2F9ne+XRKWhEIMykNd1DgB5PcDYrRshhZ4U+XrI8LoQQohaJKC3lhp58v+dgP2/nD1V5t8VAgz4DOgBwPGfsvEoL8TTrwc+sbG1HlNUVUB2V5nBLoQQojYJ6K2lRp58/y+2CW8B1lOVyoNKBYey91NpttBVB2PxCmJ/j0Fs8S+v9Zh9/uXEhQS2wQcQQgjRnklAb00R8TD3E6q23UaA+RQXFFsDc95POzgarlieGE1JeRXXHpmIUQeQ07P+zriSLxdCCOGIBPRWsjc7noO5g+CZHeSd1mgdxDc+VwJQMuwiSgI8mby3DwBhZg9CIv15+I4RbdlkIYQQHYgEdHex5czt+fLcom5U6jw8T/9Ipfk0noau1fnxY3nWqmnYRtdDIv2JTnJat0YIIYSoRwK6m6xOXc7aymz6ZvTCp9CIMig0FWQYM+hdWYZ/cQ5PBP8NgLJuJ/DRvSg5No+47oH8WXrmQgghmsht9dDPd2tVMWlenuDlR1mINwXhE8kPvYxNo73oUZhHYHlp9bU+uhdB5iTJjwshhGg26aGfg71b0zn4Q5bDczGZdxAD+J/Zhq6sxOgXgldFDqu+9KPsjAGf2Fi+n5vSug0WQgjRaUlAPwcHN+wmNwdCTDkUFP1EUfHx6nMGzICiorwAI4F4VeTgX5gGfuATG0tgcnLbNVwIIUSnIwH9XBTnEGIsZmyvd3k91UCV2UiJfyUAZUpjxJPIIgNB5af5x6Bw4roPZKbs8CaEEMINJKCfKy8/7vb+K709/gaBFWxJOrvpS5A5iQvf/haQ9eNCCCHcSwJ6AxrKkQPkloQSYsoBILjYTJcyWPBlzcIpeynL/wWf2FjZe10IIYRbSUBvwMEfssg9WURIUBEU18+TYzFzuqyM2B3f41Ou8Cq3gG/tZ0i+XAghRGuQgN6IkEh/pgQ/CZmpPJs/iHKzoTpPDlCljFToEkLNFZg8KuizQmauCyGEaH0S0F0VEU/GMQ8sAeVsGV2/OMpfVmYR4R/SBg0TQgghJKA3mQfefD/33XrHj315Sxu0RgghhLCSgG7zv/Xr2P/1/2/v3qPsKss7jn9/TCaQC0QkSEsSGgRCjVwCTVOqoiFCApSLa4ltIgsJ9yIBZeGFVWrNAqRAVUoNSCkRWawUUIIS5BJAQxEEEi4hYQh3tVwsJqhAyGWSydM/3veQzeTMmczhzJw5J7/PWmfNPu++PbPnPefZ77v37Pc+3nl9OatXbgBgXUcrLR1ruW7talALf9bSysCOdfz2uE2T95pnntlk7HIzM7O+4oSe/c+d81n1f//LIG3LhmhlK61DHWsZ0P4WqySCoLVjLUPb18KQTdf3zW9mZlZPTujZipVrWTVwOPtuNwGA28aOZerNM9jAWi79/J7vLvfJnSdz/JTT6hWmmZlZWU7oBYMHtjBkYDokN532t8yf1wIMLnvN3MzMrD/ZYhP6rZecwxvPtsHqDWjNBrYf0MrWHe38Yc0+gJj/dxMY/spKVowcWu9QzczMurXFDp/6xrNtvLMatGYDrAu27mhncPtKQCABsGLkUFqmHFTfQM3MzDZDXVrokg4FLgdagGsi4uJ6xDFkEEwasDMAM49tAeCotr8GYMo5p9YjJDMzs6r0eQtdUgtwBXAYMBaYJmlsX8dhZmbWTOrRQp8AvBARLwFIuhE4Gni61juadexJrO9YX3ZeR2xDi4Zx/1Yfo31gC6MWiMEDBrFi1UqG+7q5mZk1mHpcQx8BvFx4/0ouew9Jp0p6VNKjy5cvr3kQLRrGwJYRtA9sYdW2rQweMIgPDtqB4SOHMmbCTjXfn5mZWW/qt3e5R8TVwNUA48ePj2q2MWPO7JrGZGZm1l/Vo4X+KjCq8H5kLjMzM7Mq1SOhLwL2kLSrpIHAVGBeHeIwMzNrGn3e5R4R6yXNAOaT/m3tBxHR1tdxmJmZNZO6XEOPiDuAO+qxbzMzs2a0xT4pzszMrJk4oZuZmTUBJ3QzM7Mm4IRuZmbWBBRR1TNb+pSk5cBvq1x9OLCihuH0lUaMuxFjhsaMuxFjhsaMuxFjhhT3kIjYsd6BWN9oiIT+fkh6NCLG1zuOnmrEuBsxZmjMuBsxZmjMuBsxZmjcuK167nI3MzNrAk7oZmZmTWBLSOhX1zuAKjVi3I0YMzRm3I0YMzRm3I0YMzRu3Falpr+GbmZmtiXYElroZmZmTc8J3czMrAn064Qu6VBJz0p6QdK5hfJJkh6X9JSk6yRtMsiMpImS3pT0RN7G/ZKO6Cfxz5b0pKQlkm6WNLTMutMlzerLePN+R0laIOlpSW2SvlSYN07Sw5IWS3pU0oQy60+U9LN+Eu+/SXomH+efSPpAmfVHS1qdf6fSa2CF/dXk7yLpB5J+L+mpTuX7SnpI0lJJt0narouYQ9KFhbLhktb1dp2pEPcF+TgvlnS3pJ0rbOPfJb0qqde/fyp8Bj+dv0MWS3pA0u5l1p2ej/PBhbLP5LJjejt2sx6LiH75Ig2t+iLwYWAg8CQwlnQS8jIwJi93PnBSmfUnAj8rvB8H/Ab4dD3jz/O2Kyz3XeDcMutPB2bV4bj/ObB/nt4WeK4Q993AYXn6cOC+7o57neOdDAzI05cAl5RZfzTwVA/2V5O/C/BJYP/O+wYWAZ/K0ycCF3QR80vAE4Wy04HFPYmtdGxqFHexTp8FXNXF+luRHhL1MHBQD/fdo3i7+Qw+B3wkT38R+GEXf+slwDWFspvycT6mt+q0X35V++rPLfQJwAsR8VJEtAM3AkcDOwDtEfFcXu4e4LPdbSwiFpOS/wwASTtKmitpUX59PJcPlXRtbiEtkdTttnsYPxHxVt6XgEFAxTsTJR0p6ZHc23CvpJ1y+czcYrpP0kuSzqoy1ndFxO8i4vE8/TawDBhRmg2UWozDgNe6iXtCbm0+IelXkvbM5dMl3SLpLknPS7q0N+KNiLsjYn1e9GFg5OZuV9KQfGwX5viPLswelY/585K+WWXc9wN/KDNrDHB/nq5Ut1cByySVHhzyD8CPCvFXqjPXS3oQuL5WcZfqdDaEruv0RKAN+D4wrRBvKa6H8nE9JZdPlPRLSfOAp3sYbpefQTa/Lv8SmCCpVaknbXdSQi/F/S/5++MpSVcr2U3S44Vl9ii+N+stdRkPfTONILXES14B/ob0CMYBksZHxKPAMcCozdzm48BX8/TlwGUR8YCkXYD5wEeAbwBvRsTeAJK2r3H85O1eS2rlPg2c0822HgAOiIiQdDLwtcI6fwkcRGqdPivp+xGxrsqY30PSaGA/4JFc9GVgvqRvk1paH+tmE88AB0bE+txteREbE9S4vO21Oe7vRcTLXWyn2niLTiS1rsrZTVLpS/rBiDgDOA/4RUScqNRVv1DSvXmZCcBepKS6SNLtuS7WQhsp6fwU+ByV6/aNwFRJrwMdpKRU6uquVGfGAp+IiNU1ihkASd8CvgC8SaqT5UwDbgBuBS6S1Fqor/sAB5BOCJ6QdHsu3x/YKyJ+3cOQKn0GTwbukLQaeCvvt5wA7gWmkBL/PGDXwvxZEXE+gKTrgSMi4jaly33jckPiBODaHsZu1mP9uYVeVkQEMBW4TNJC4G3Sl9nmUGH6YGBW/iKfB2yXz8APBq4o7O+PNQm8k4g4gfTlu4zUuqpkJCmRLiWdkHy0MO/2iFgbESuA3wM71SK+fCzmAl8utL5OB86OiFHA2cDsbjYzDPhxvt56Wae4fx4Rb0bEGtJJzV/0QryleecB64E5Xaz+YkSMy68zctlk4NxcP+4DtgF2yfPuiYg3ckK8BfjE+4m9kxOBL0p6jHSS1l5h2buAQ0ifh84nK5XqzLxaJ3OAiDgv14055J6wIqV7Ew4Hfpr/Ro+QEmXJrRGxOtflBaQTJ4CFVSTz7pwNHB4RI0nJ9rsVlr2RdIynkk5Gig7KPSFLgUlsPM7XACdIaiF9vv+7lsGbldOfE/qrvLd1MjKXEREPRcSBETGB1D35XJn1y9mPlEAh/e4HFL7IR0TEyhrFDhXiL4mIDtKXRXfd+t8jtQT2Bk4jJZeStYXpDmrQ6yKplZQc50TELYVZx5MSGMCP2fiF25ULgAURsRdwJL0Ud4V4kTQdOAI4Np8MbvZmgc8W6scuEVGqO523U7OHOUTEMxExOSL+ipQ8XqywbDvwGKnlfXOn2ZXqzDu1ircLcyhfp6cAHwCWSvoN6URoWmF+V8e12njLfgYl7QjsGxGlnpybqNDbFBELgb2B4YVLfUjaBriSdD19b+C/2Hic5wKHkereYxHxRpW/g9lm688JfRGwh6Rd85n9VFJLGkkfyj+3Br4OXNXdxiTtQ+pOL7W+7wbOLMwflyfvAc4olFfb5V42/nyNbfe8bQFHkbqmKxnGxpOB46uMZ7PkmGYDyyKic6vlNeBTeXoS8Hw3myvGPb1WMRZVilfSoaSu5qMiYlUPNz0fODNvH0n7FeYdIumDkgYBnwEerPoX6KRQt7cC/pnu6/Z3gK9HROfr2n1WZyBdJy68PZrydXoacHJEjI6I0aSu60MkDS6tJ2kbSTuQrrUvep9hdfUd8kdgmKQxeblD2Hii35VzgX/qVFZK3ityD9G7d77nnqf5pHsF3N1ufaLfJvR8M9MM0odiGfCjiGjLs78qaRnpDtTbIuIXXWzmwHxT0LOkRH5WRPw8zzsLGK9049vTwD/m8guB7fNNLk/S9bXAauMXcF3uoltKukv7/DKbGMDGVuxMUtf1Y/T+MI4fB44DJmnjv3EdnuedAnwnH5eLgFPLrF+M+1LgXyU9Qe/dr1Ep3lmkbut7cnm3J34FFwCtwBJJbfl9yUJSC2wJMLea6+eSbgAeAvaU9Iqkk/KsaZKeIyXE1+gmGUREW0RcV2bWTHqhzlSI++L8mVlCulzxpU7rDQYOBUrXxYmId0jX+o/MRUtIXe0Pk+7ur3jTZXe6+gzm8lOAubkuH8fGe2u62tadEbGgU9mfSK3yp/I+Op+AzAE2kBoPZr3Oj37tpyRdBjwfEVfWO5aeUPo/8BER8bV6x2KNQ9JMYGVEfLvesdSKpK8AwyLiG/WOxbYM/fku9y2WpDtJ/zc7s86h9Iik2aS7v/++3rGY1ZOknwC7kS5NmfUJt9DNzMyaQL+9hm5mZmabzwndzMysCTihm5mZNQEndLNOJHXkf3NrUxoV7xx1MzKY0ghon++rGM3MOnNCN9vU6vx0uI+SHjpyGNDdICyjASd0M6sb3+Vu1omklRExtPD+w6SHhgwnPXP+etIAIgAzIuJXkh4mDe7za+A64D+Ai0lPPNsauCIi/rPPfgkz2+I4oZt10jmh57I/AXuSBgPaEBFr8uNOb4iI8ZImAl+JiCPy8qcCH4qIC/Mjih8EPtcLg4yYmQF+sIxZT7WSRukbRxpUZkwXy00G9pFUer73MGAPUgvezKzmnNDNupG73DtIw9N+E3gd2Jd0D8qarlYDzoyI+X0SpJlt8XxTnFkFeajNq0hDkQappf27iNhAGtSjJS/6NmkgmJL5wOl5aFckjZE0BDOzXuIWutmmBklaTOpeX0+6Ca40NOuVpFG6vgDcxcaxupcAHXn0rh8Cl5PufH88D8G6nDTUqplZr/BNcWZmZk3AXe5mZmZNwAndzMysCTihm5mZNQEndDMzsybghG5mZtYEnNDNzMyagBO6mZlZE/h/g2c49HwPnBwAAAAASUVORK5CYII=\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -9602,7 +10220,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgwAAAEGCAYAAAAJ9c30AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nOzdd3yUVbrA8d+Z9EkjySQEAiShJCEQCF1AEMUCGnCRKlhgXUG9etfGlV0blnvXtctaQFxBWFcjrKgg4gILImIDBAmB0AwlJKT3OjPn/jGZkEqGksrz/Xz4wLzzvu88b4zw5JznPEdprRFCCCGEOBdDSwcghBBCiNZPEgYhhBBCNEoSBiGEEEI0ShIGIYQQQjRKEgYhhBBCNMq5pQNwhMlk0mFhYS0dhhBCtCm7du3K1FoHtnQcon1oEwlDWFgYO3fubOkwhBCiTVFKHW/pGET7IVMSQgghhGiUJAxCCCGEaJQkDEIIIYRoVJuoYRBCCNE67Nq1K8jZ2fk9oC/yQ2d7YgUSzGbzHwYNGpRe3wmSMAghhHCYs7Pze8HBwb0DAwNzDAaDbEbUTlitVpWRkRGdlpb2HjCxvnMkOxRCCHE++gYGBuZLstC+GAwGHRgYmIdt5Kj+c5oxHiGEEG2fQZKF9qnyv2uDeYEkDEIIIYRolCQMQggh2pSpU6eG+fv79+/Vq1efhs55+OGHOyulBiUkJLjZjz377LNBSqlB27ZtM57vZy5atCggOTnZpbHzkpKSXM8V1/maPn166K5du9wv9j6LFi0KuOOOO7pdzD0kYRBCCNGm/P73v8/84osvDjd2Xq9evUpWrFjhb3/92Wef+ffs2bP0Qj7zH//4h+nEiRONJgyXktlsJj4+/vigQYMuKOZLTRIGIYQQbcr48eMLAwMDzY2dd+ONN+auX7++A8D+/fvdvL29zX5+flXXLVmyxD8iIiK6V69efe69994QsP0jPXny5LBevXr1iYiIiH7mmWeCli1b5peQkGC84447ukdFRUUXFhaq6p/z7bffGiMjI6MjIyOjX3311SD7cbPZzLx587r07du3d0RERPRLL71kAli3bp334MGDI8eMGdMzLCys78yZM7tZLBYAjEbjgLvvvrtLZGRk9ObNm72GDh0auW3bNuOLL74YOG/evC72e1cfMXj77bf9Y2JiekdFRUXPnDkz1Gy2PeIbb7wREBYW1jcmJqb3jh07vC78K24jyyqFEEJckPmr93Y9lFZw3sP75xIR7F380pT+Jy/FvXx8fCydO3cu//nnn91Xr17dYcqUKTkrV640ASQnJ7ssXLgwZNeuXQcCAwPNo0aNili5cmWHsLCw8tTUVJfDhw/vB8jMzHQymUyWd955J+jll18+OXr06OLan3PXXXeFvfHGGyfGjx9fWP0f9ddff93k6+trSUhIOFBSUqKGDBkSNWHChHyAffv2ef7yyy8JERER5aNHj+61YsUKvzlz5uSUlJQYhg0bVrR06dJTAE8++SQAt912W84VV1wRBZwCWL16tf/jjz+eunv3bvfVq1f779y586Cbm5u+7bbbui1evDhgwoQJ+S+88ELnXbt2HfD397eMGDEism/fvnViPx+XxQiDl9e5E6vc3FzefvvtC77/66+/TnHxRf13uGQWLlzIyy+/DMDs2bNZvXr1Rd1v69atxMXFXdQ9li9fzunTpy86jh07dlzUPYQQl59p06Zlr1y50v/LL7/0mzVrVo79+Pbt2z2vuOKKgs6dO5tdXFyYPn169jfffOMVFRVVdvLkSbc777yz6+rVq338/Pws57p/ZmamU0FBgdP48eMLAX7/+99n2d/btGmTzyeffBIQFRUVPWDAgN45OTnOiYmJ7gAxMTFF0dHR5c7OzkybNi3722+/9QJwcnJi9uzZObU/p3PnzuauXbuWbd682TMtLc3p6NGj7tddd13hhg0bvBMSEoz9+/fvHRUVFb19+3afY8eOuW3btq3q+dzd3fUtt9ySfbFfSxlh4GzCcN99913Q9a+//jq33XYbRuMlTbQbZLFYcHJyapbPulgWi4Xly5fTt29fOnfufM5zzWYzzs71f0tu3boVLy8vRowY0RRhCiEuwKUaCWhK06dPz3vqqae6xMTEFPv7+1sbOz8wMNCSkJCQuGbNGp/FixcHxsfH+69atSr5Qj5ba61eeeWVE5MnT86vfnzdunXeStWY1cD+2tXV1drQ34NTp07N/uijj/yioqJKx48fn2MwGNBaq6lTp2a99dZbKdXPXblyZYcLiflcLosRBrvCwkLGjh3LwIEDiYmJ4fPPPwdgwYIFHD16lNjYWObPnw/ASy+9xJAhQ+jXrx9PP/00AEVFRdx0003079+fvn37Eh8fz6JFizh9+jRXX301V199dZ3P3Lx5MwMGDCAmJobf//73lJWVsWHDBqZOnVp1TvWf4v/9738zfPhwBg4cyNSpUyksLARsW3w/9thjDBw4kFWrVrF06VKGDBlC//79mTx58nmNcBw5coRrr72W/v37M3DgQI4ePYrWmvnz59O3b19iYmKIj4+v8XWbMmUKUVFRzJo1C611g89WO9aPPvqInTt3MmvWLGJjYykpKakRy5gxY3jwwQcZPHgwb7zxBmvXrmXYsGEMGDCAa6+9ljNnzpCcnMzixYt57bXXiI2N5dtvvyUjI4PJkyczZMgQhgwZwnfffefw8wshLh/e3t7WhQsXnnryySdTqx8fNWpU0Y8//uidmprqbDabWbVqlf+YMWMKU1NTnS0WC7Nnz879y1/+krJv3z4jgJeXlyUvL6/OT2omk8ni7e1t+frrr70Ali9fXlVked111+W98847gWVlZQrg119/dcvPzzeAbUri4MGDrhaLhdWrV/uPGjWqoLFnmTVrVu7XX3/dYdWqVf6zZs3KBhg3blz+unXr/FJSUpwBzpw543To0CHX0aNHF/3444/eaWlpTmVlZWrNmjV+F/5VtLmsRhjc3d1Zs2YNPj4+ZGZmcsUVVzBx4kReeOEFEhIS2LNnD2D7R/vw4cP89NNPaK2ZOHEi27ZtIyMjg86dO/Pll18CkJeXh6+vL6+++ipbtmzBZDLV+LzS0lJmz57N5s2biYiI4I477uCdd97h/vvvZ+7cuRQVFeHp6Ul8fDwzZswgMzOT559/nk2bNuHp6clf//pXXn31VZ566ikAAgIC2L17NwBZWVncfffdADzxxBP8/e9/54EHHnDo6zBr1iwWLFjApEmTKC0txWq18umnn7Jnzx727t1LZmYmQ4YMYfTo0QD88ssv7N+/n86dOzNy5Ei+++47Bg8eXO+zPfjgg3Vife+993j55ZcZPHhwvfGUl5ezc+dOAHJycvjhhx9QSvHee+/x4osv8sorr3DPPffg5eXFo48+CsDMmTN56KGHuPLKKzlx4gQ33HADBw4ccOj5hRBt24QJE8J/+OEH75ycHOeOHTv2W7BgwemHHnoos6Hz586dW2eIPzQ0tOLpp59OueqqqyK01uraa6/Nve2223K///57j7vuuivMarUqgGefffYUwB133JH5wAMPhM6fP9+6c+fOA15eXlXNq/7+978n/+EPfwhTSjFmzJiq0YSHHnooMzk52S0mJqa31lr5+/tXrF+//ihA3759i+65555uycnJ7iNGjMi//fbbcxt77sDAQEvPnj1LDx8+7HH11VcXAwwaNKj0iSeeSBk7dmyE1WrFxcVFL1q06MTYsWOLHnvssdNXXHFFb29vb8vF1i/AZZYwaK3585//zLZt2zAYDKSkpHDmzJk65/373//m3//+NwMGDABsP2EfPnyYUaNG8cgjj/DYY48RFxfHqFGjzvl5SUlJhIeHExERAcCdd97JW2+9xYMPPsi4ceNYu3YtU6ZM4csvv+TFF1/km2++ITExkZEjRwK2f0iHDx9edb/p06dX/TkhIYEnnniC3NxcCgsLueGGGxz6GhQUFJCSksKkSZMAWxIFsH37dm699VacnJzo2LEjV111FT///DM+Pj4MHTqULl1sdTyxsbEkJyfj7e3d4LPVjrUx1c89deoU06dPJzU1lfLycsLDw+u9ZtOmTSQmJla9zs/Pp7CwsNF6FSHaimfW7gfg6QmXbEl/u7F27drfGjvn1Vdfrbdw6qeffkqy/3nevHnZ8+bNqzG3P3z48JLExMQ6P33Mnj07d/bs2fX+oz5q1KjipKSkxGqHToGtHuHNN99MAVJqX+Pt7W3ZsmXLkdrHi4uLf2koXoD6rrn77rtz7r777jpJ0R//+MesP/7xj1m1j1+oyyph+PDDD8nIyGDXrl24uLgQFhZGaWnd5a1aa/70pz8xb968Ou/t3r2b9evX88QTTzB27Niqn/7P14wZM3jzzTfx9/dn8ODBeHt7o7Xmuuuu46OPPqr3Gk9Pz6o/z549m88++4z+/fuzfPlytm7dekFxOMLNrarvCU5OTtiX7JxL9VjP59wHHniAhx9+mIkTJ7J161YWLlxY7zVWq5UffvihKuERor1JPJ3f+ElCNKMmrWFQSiUrpfYppfYopXZWHvNXSm1USh2u/P2i51UclZeXR1BQEC4uLmzZsoXjx48D4O3tTUHB2emjG264gffff7+qfiAlJYX09HROnz6N0WjktttuY/78+VVD7rWvt4uMjCQ5OZkjR2wJ4cqVK7nqqqsAuOqqq9i9ezdLly5lxowZAFxxxRV89913VecXFRVx6NChep+loKCATp06UVFRwYcffujw18Db25suXbrw2WefAVBWVkZxcTGjRo0iPj4ei8VCRkYG27ZtY+jQoQ3e51zPVt9n1vf1qU9eXh4hISEAfPDBBw3e4/rrr+dvf/tb1Wv7dJIQbVlO/Cccv/0Ojt9+BzNXP8KobQtbOiTRBOLi4grqGylo7Zqj6PFqrXWs1to+gb0A2Ky17gVsrnzdLGbNmsXOnTuJiYlhxYoVREVFAbb59pEjR9K3b1/mz5/P9ddfz8yZMxk+fDgxMTFMmTKFgoIC9u3bx9ChQ4mNjeWZZ57hiSeeAGDu3LmMGzeuTtGju7s7y5YtY+rUqcTExGAwGLjnnnsA20/qcXFxfPXVV1UFj4GBgSxfvpxbb72Vfv36MXz4cA4ePFjvszz33HMMGzaMkSNHVj2Ho1auXMmiRYvo168fI0aMIC0tjUmTJtGvXz/69+/PNddcw4svvkhwcHCD9zjXs9U2e/Zs7rnnnnqLHmtbuHAhU6dOZdCgQTVqQiZMmMCaNWuqih4XLVrEzp076devH9HR0SxevPi8vgZCtEb569ZRWvn/vJUyLBS2cERCnKXsFe9NcnOlkoHBWuvMaseSgDFa61SlVCdgq9Y68lz3GTx4sLYXxQkhRHvx3tJ/cnLn9qrXwRknAEgL7EYxJ8j3dWLJi59f8P2VUruq/bB2Sezduze5f//+DRYYirZt7969pv79+4fV915TjzBo4N9KqV1KqbmVxzpqre3LW9KAjvVdqJSaq5TaqZTamZGR0cRhCiFE8zu5czvu+Wn1vmdQCg+XttFvRVwemrro8UqtdYpSKgjYqJSqMb6utdZKqXqHOLTW7wLvAoSHh+vly5fXeL9Pnz4MGTKkwTn82NhYYmNjKS4u5pNPPqnz/uDBg+nbty95eXmsWbOmzvvDhw8nMjKSzMxM1q1bV+f90aNH0717d9LS0tiwYUOd98eOHUvXrl05efIkmzdvrvP+uHHjCA4O5tixY2zbtq3O+3FxcZhMJpKSkvj+++/rvD9p0iR8fX1JSEigvtGXadOmYTQa2bNnT73z+7NmzcLFxYWff/6Z/fv313l/9uzZAOzYsaNOHYWzszO33XYbAN988w2//VazYNnDw6Nq5cOmTZs4depUjfd9fHy45ZZbANiwYQNpaTX/wgwICGDChAkArF27lqysmkW+wcHBjBs3DoBPP/2U/PyaxWFdunTh2muvBSA+Pr7ONEh4eHhVvcU//vGPOkWcERERVQ2ian/fgXzvyffexX/v5cR/wgeLFnGsNA+wEmS2fZ08iqFThImfJgXy7ZoDBJcG1/gevNjvPSEuRpOOMGitUyp/TwfWAEOBM5VTEVT+nt6UMQghRGuTv24dFamnASuasz8z5QS6cWCQrXYn2CuY/oH9WyjC1u3IkSMuw4YNi+jRo0efnj179nnuueeCGr9KXKwmq2FQSnkCBq11QeWfNwLPAmOBLK31C0qpBYC/1vp/znUvqWEQQrQV//zxBJ/vqbPsvobZq/4KwH96mDEoxV8Xr22SWNprDcPx48ddTp486XLllVcW5+TkGAYMGBD9r3/960hr2Qa6LWupGoaOwHal1F7gJ+BLrfUG4AXgOqXUYeDaytdCCNEufL4nhcRUx3ooGJTCxemy6tB/SYSGhlZceeWVxQB+fn7WHj16lJw4ccK1peNq75qshkFrfQyoM56mtc7CNsoghBDtUnQnH+LnDa9xLCf+E46uWkZWSRZBmcWkhxhRBj9cnY2wcxnsq2dn2eAYGN+Kf6b67L+6kp54aXfdC4ou5ndvObypVVJSkmtiYqLxqquukjWoTUxSWyGEaAb569bhdOQkxeYS0kOMHBhkwuhixN/d35YspO1r6RDbnLy8PMMtt9zS44UXXjjpyE6U4uJcVq2hhRDiUqqvXiExNZ/oTj71np8eYuSLB/rwqOfzFP90htOn34ciWJM4DZgGrjE1zjd5enHuHWta2HmMBFxqZWVl6qabbuoxderU7DvvvLPRjZvExZMRBiGEuED11StEd/Lh5tiQc1536KczZJ6SEfQLZbVamTFjRmhERETpwoUL6+4gKJqEjDAIIcRFqF2vkBP/CflvvsPxN22vM0oybHULKcUUB2nb1EPaPkzOUO5s6yMxyf8LW73CnDtb4hHanI0bN3p99tlnAb169SqJioqKBnjmmWdSpk+fntfSsbVnkjAIIUQjGloqWd/0g30/CPfKPV6ySrKq6haO9yrjxrw6uxDbkoWYKU0Se3t0ww03FGqtd7V0HJcbSRiEEKIR9qmH2slBfdMPx50jSIkdV5UwJGXbGtxG+kcRmrYPTkGmORxTFy/wOmC7aE4rXgkhRCVJGIQQwgHRnXyYcvUp1h9bX+P4xhzYWK1D95V6JOXKl7zKRKHYXILR2aPGNaYuXkQM7UjCf5o8bCEuGUkYhBDCQeuPrScpO4lpBzvQe1f9zQ7Tfa8AUkka9V3VsRu738ikiIGw7EnbgcpaBUkYRFsiCYMQQtSjet2CPlpAf6srTieuI5Lr6JgOmR2KMRjr9iwqNvjj76dYNm6Z7cDOZfDdctuvtH22egUh2iBJGIQQoh7V6xb6W13xK4d8t7PvG4zGqjqF6tyBiKEdzx6wN2UKjpHiRtGmScIghBD18EyN58a0o3jmOOOa60cRkGtOwehipLzAtmmfobBuwgC2qYaq6YZUgBgorxxZOJEEXy4AICP5NwLDwpv0OYS4VCRhEEKIegSmHcWUa8HLXEaZi211RGiRxsVQjrW0ot7piPP+jLBweo8cc9H3udwUFxerYcOGRZWXlyuLxaImTJiQ89prr51u6bjaO0kYhBCXldo9FYIzzQTlWOqc51dkwgUrPm6jKPTqgo81mxGllcsh3MAnLg6/HkX1bxpVnWvldIQsnbxk3N3d9fbt25N8fX2tZWVlasiQIZGbN2/OGzt2bFFLx9aeScIghLis1O6pEJRjwavESqFHzU75SgHKVqsQFBFExNAYQkfNrHmzZTc1XsgodQuXnMFgwNfX1wpQXl6uzGazUkq1dFjtniQMQojLTvV2zu8+/zXZblkcGbWxxjkdvzhNaLpmROkGQh+ZWd9tbIJjYM6XTRluq/Xkd092PZJz5JJub93Tr2fxcyOfa3RTK7PZTN++faNPnDjhduedd6Zfc801MrrQxGTzKSHEZS27snVzbYHFzriX1J2qEK2Ds7MzBw8eTDxx4sSvu3fv9vz555/dWzqm9k5GGIQQl41lK/YR9mshPh4urHllNwAeef7gm12zb8K+1XyQX44V8PH/zTb1UJ/LvK+CIyMBTc1kMllGjRpVsHbtWt8hQ4aUtnQ87ZmMMAghLhunf80iyGLA5OVadazEN5usrslnT7L3TQAMbgb8Yn1okNQntIjTp087Z2ZmOgEUFhaqLVu2+PTu3VuShSYmIwxCiMuGmVxyvQtIuOJsT+aOG3/l2rVOHP/OtvcDaaeBAKweyrZ0cs5nLROsaNDJkyddZs+eHW6xWNBaq5tvvjn71ltvla2tm5gkDEKIy4ZZFWClrMaxqw86EZJWAf41zzUYjTgHBDRjdMJRw4YNKzlw4EBiS8dxuZGEQQjR7th7LdTuseBXbCLHM9NWr1BZq3C83JYshF6TZTspLQuCY3A/UX8XRyEuV1LDIIRod+y9Fuw9FuxyPDPJ6HzM9qJarUINUpcgRL1khEEI0W6sOrSK9cfWk+yajzEUnI5MpsSNqh4LHTf+yqRNThzffbSqVqE018W2idScFTVvVrnfgxDCRhIGIUSbUru1c3XJrh9Tqk5iLeuE0a3uX2/11Su4R0XhExfXVOEK0W5IwiCEaFNqt3aurld6NOGZv6OT2UiAyie/rAMmYwYLUtMBatYrVNYq1BlZEELUSxIGIUSbU721c3UvPP4bHiX+dPI4A+UlmIwZRJgO1H8TqVUQ4rxIwiCEaBOq1ycAzNlgG2Hov+MMvXdlAhBguguDKmZg0lu2i4JjIA2OY1seWZqbUX+9gmiTzGYzMTEx0cHBweVbtmw50tLxtHeSMAghWjV7zUJD9Qm9d2USlFJMeogRg3LCxcmZY25GTrgaoSK/5s16dMbZx4Ufnmm8oDEj+TcCw8Iv9eOIS+j555/v2LNnz5LCwkKnlo7lctDkCYNSygnYCaRoreOUUuHAx0AAsAu4XWtd3tRxCCHaJnvNgjEU3HVX7iqJ5ubyHWSm9+JQZm+yTcPJNoF7kBvW4kC8jRmkaxcKylwJjLjwXgqBYeH0Hjnm0j2IuKSOHj3q8vXXX/v+6U9/Sn3ttdc6tnQ8l4PmGGH4I3AAsFco/RV4TWv9sVJqMXAX8E4zxCGEaCPs0w/A2SWSbqlE+kcyl92Qdpgd2XeQWRyIF6eqrrPXLCQUeBLoH8j0p19oqUe4LJz+8+Ndyw4fvqTbW7v16lXc+f/+t9FNrf7rv/6r64svvngqLy9PRheaSaMJg1KqCzADGAV0BkqABOBL4CuttbWRa28C/hd4WCmlgGsA++byHwALkYRBCFHN+mPrScpOItI/kqv25DA8MQ+jqxMBHmkcz0sDAigNc8GLXAYmvod7VBShL52tS0hwYMpBtF0fffSRr8lkMo8aNap43bp13i0dz+XinAmDUmoZEAKswzYykA64AxHAOOBxpdQCrfW2Bm7xOvA/gP0/aACQq7U2V74+VXn/+j57LjAXoFu3bo4+jxCilTtXHwU7W2FjJ4qPz2Xo7v8lLD8X/36V0wt5aTXOlT4KLceRkYCmsH37dq+NGzd2CAkJ8S0rKzMUFRUZbr755vDPP//8t5aI53LR2AjDK1rrhHqOJwCfKqVcgXr/NVdKxQHpWutdSqkx5xuY1vpd4F2AwYMH6/O9XgjROp2rj0JtwZlm8rpPY5+TAe8+0baDle2cC81dMHXxIvSRmee4g2iP3nrrrZS33norBWDdunXer7zySkdJFpreOROG6smCUsoD6Ka1Tqr2fjnQ0FKWkcBEpdSN2EYlfIA3gA5KKefKUYYuwLl/1BBCtDvRnXyYcvWpqjqF2pwyjhNpgTG5x0h3NWEsTzm770N5Ebh6YuriRcRQqXUTork4VPSolJoIvAS4AuFKqVjgWa31xIau0Vr/CfhT5fVjgEe11rOUUquAKdhWStwJfH5RTyCEaJNS/rGMiT+exOjsUffN8hICLGYOdy3Dq/wUIzIXEzqm89n3Y6bA4IHNF6xoteLi4gri4uIKWjqOy4GjqySeBoYCWwG01nsql0deiMeAj5VSzwO/AH+/wPsIIVqhxmoU7NMRvXdlEnRG4x9Tz9LHtH3g5MphVy8MruDzuz/B9GlNGLUQojGOJgwVWus82yKHKg7XFWitt3I22TiGLfkQQrRDjdUoRHfy4ebYEPgC0kOMDFh5dnXD/m9TOPTTmTp1Cn7TZTRBiJbmaMKwXyk1E3BSSvUC/hvY0XRhCSHaqhynbRhDf8JoTxgK0qAoo8Y5Gw/AxPJijChYdlPV8UOJ08gsDsTkLHUKQrQ2jiYMDwCPA2XAP4GvgeebKighRNtQ3/RDqt6BwTkV6ANA/+9O0zuhHJShxnlB6RpLUN2/gkzGDCZFfyl1CkK0Mo4mDFFa68exJQ1CCAHUP/1gdHPGZOzJsnHLANj27r2cDIzF4FWzv052GDgHBHAyO7DqWKa5EFMXL5hzZ7PEL4RwnKMJwytKqWBgNRDfQG8GIcRlqPZW0/ZdJO1SvAdQ6BpCUFSnRu8lUxBCtF4OJQxa66srE4ZpwBKllA+2xEGmJYS4jOU4bSPP6aezSUJBGklFKUTierY2wToBn/IUJj1yU8M3EuI8hISExHh6eloMBgPOzs46ISHhQO1zHn744c5eXl6WZ5999syl/vyVK1d2iI6OLh00aFBpY+cajcYBxcXFv1yKz33wwQc7jxkzpuB3v/vdRS0jtTe7Ot8twR3efEprnQYsUkptwdbu+SmkjkGIy0JDSyXrq1eYkVBBgILjnAbAalIYPFybM1xxGfjmm28OderUydz4mZfeZ5991sFsNuc5kjBcKmazmddff/10c31efQyNnwJKqd5KqYVKqX3A37CtkOjSpJEJIVoNe61CbUY3Z7pU1issG7eMgSdGkBn4IIfDFrAjbD47wuZT6BOKc1Dj0xFCNIe3337bPyYmpndUVFT0zJkzQ81mW84xa9asbn379u3ds2fPPg899FBVl7D77rsvpEePHn0iIiKi586d22Xjxo2emzZt6vDEE090iYqKit6/f79b9fsfPHjQNTY2NioiIiL6v//7vztXf+/JJ5/s2Ldv394RERHR9s9ISkpyDQ8P7zNx4sTw7t279xk3blz3goICA9hGUu69996Q6Ojo3u+//77f5MmTw5YtW+a3et+eRcUAACAASURBVPVqn/Hjx3e333fdunXeV199dU+ATz/91Cc2NjYqOjq69/jx47vn5eUZAFavXu0THh7eJzo6uvfq1as7XMjXztERhveBeOAGrXWLZjhCiJZRvVbh100bOPDdVpKyrUAJ8Qdsu0OmuxZjVrtw1dVGFCxQUOZK/DNbmi3WjOTfCAy70N5ywlGbVxzomp1SeEm3t/YP8Soee0fvRje1Gjt2bC+lFHPmzMl49NFHMx259+7du91Xr17tv3PnzoNubm76tttu67Z48eKA+++/P+vVV19N6dixo8VsNjNixIjIH3/80SM0NLR8/fr1fseOHUswGAxkZmY6mUwmy7XXXpsbFxeXN2fOnJzan3Hfffd1+8Mf/pBx//33Z/3lL3+pquj99NNPfY4cOeL+66+/HtBac+211/b86quvvLp3716enJzsvmTJkuTrr7++aOrUqWEvvfRSoH0qJSAgwJyYmHgA4Ouvv/YFuPnmm/MfeOCB0Pz8fIOPj4/1o48+8ps6dWp2amqq8//93/912rZt2yEfHx/r448/Hvzcc891fPbZZ9Puv//+sI0bNyb16dOnLC4urnvtuB3haA3D8MbPEkK0V2OL1zOyZAss8wVg248WigsMFPuUY8QAqZX7PBCAs7UMU1f/lgsWCAwLp/fIMS0ag2g627dvPxgeHl6RkpLifM0110T06dOndPz48YWNXbdhwwbvhIQEY//+/XsDlJaWGoKCgswAH3zwgf/y5ctNZrNZZWRkuOzdu9d94MCBJW5ubtbp06eHxcXF5U6fPj2vsc/YvXu311dffXUUYN68eVnPPfdcl8rP9tm2bZtPdHR0NEBxcbHh4MGD7t27dy8PDg4uv/7664sAbr/99qxFixYFAWcA7rjjjjpJiYuLC2PGjMn/+OOPfefMmZPzn//8x/fNN988tWHDBu+jR4+6Dx06NAqgoqJCDRo0qHDPnj3uXbp0KYuJiSkDmDVrVtZ7770XWPu+jWlse+tPtNbTKqciqnd2VIDWWvc73w8UQrRu9dUrPJq3iTB1nJw9PchPLMTJ2x9PoH96GgE4EYgTANtNEzF4uDH96dnNH7hodo6MBDSF8PDwCoCQkBDzTTfdlPv99997OpIwaK3V1KlTs+w7XdodPHjQ9c033+y4a9euA4GBgZbJkyeHlZaWGlxcXNizZ8+BL774wmf16tV+77zzTtAPP/xwqLHPMRgMdToha6158MEHU+fPn19jNCQpKcm1Vhdlqr/29va21vcZt956a/abb74ZZDKZLDExMcV+fn5WrTVXXnll/tq1a2vs3Lljx456Nmw5f43VMPyx8vc4YEK1X/bXQoh2pr56BaOrE4V+vcnPDqc01wWLcwcq3LqQHfa41CuIZpWfn2/Iyckx2P+8ZcsWn379+pU4cu24cePy161b55eSkuIMcObMGadDhw655uTkOHl4eFj9/f0tJ0+edN66dasvQF5eniE7O9tp+vTpeYsXLz558OBBI4CXl5clPz+/3n8/Bw4cWLh06VJ/gKVLlwbYj48fPz5/5cqVJntNwW+//eZijyM1NdV106ZNngAffvih/4gRIxpNfm688caC/fv3G5cuXWqaNm1aNsCYMWOKdu7c6ZWQkOBm//r8+uuvbrGxsaUpKSmu9nqLjz/++IKGABvb3jq18o/3aa0fq/6eUuqv2DaSEkK0M7W3n37ZrRQoZUZ2AQRBkbs3zlZX3KNqbhzlDtJHQTSpU6dOOU+aNKkngMViUZMnT86aMmVK3Ypc4LXXXuu0ZMmSqm/IM2fO/PrEE0+kjB07NsJqteLi4qIXLVp0YuzYsUV9+/Yt7tGjR99OnTqVDxo0qBAgNzfXKS4urmdZWZkCeO65504CzJo1K/vee+8NW7x4ccfVq1cf7dOnT5n9M95+++0TM2bM6P76668Hjxs3Ltd+/JZbbsnfv3+/+5AhQ6IAjEaj9cMPP/zN2dlZh4WFlf7tb38Lmjt3rrFXr16ljz76aM1e6vVwdnZm7NixeatXrw745JNPkgE6d+5sXrJkSfKMGTO6l5eXK4Cnn346pV+/fmV/+9vfjsfFxfX08PCwDhs2rLCwsNDpfL/2SuvG95BSSu3WWg+sdezX5pqSGDx4sN65c2dzfJQQl713X3uSkSVbeLlzKUmU23oqlNv2dpixyvZD1a+mvrg4ufDg+0taOFpxLkqpXVrrwZfynnv37k3u37+/Q0WGonFJSUmucXFxvQ4fPry/pWMB2Lt3r6l///5h9b3XWA3DvcB9QHel1K/V3vIGvrtkEQohmtW5tqC21ytAZyJx5dVfPMhPtICnP6XpubhHRXHE5ZIWxgsh2oDGVkn8E/gK+AuwoNrxAq11dpNFJYRoUufagjq3fCjrSucSedi2vHxDMViDijEYjRBo2/+hIuUzXNzOe0RTCFFLZGRkeWsZXWhMYzUMeUAecCuAUioI2zSll1LKS2t9oulDFEI0hdp1Cna7jozAoyyIYpc0jM624mqD0VijXsEl0wkPb+neKMTlxKE+DEqpCcCrQGcgHQgFDmDvByuEaJPW733/7N4PdnoYJcbTnLx6Bzd2v5Ghz60FIPSRmVWnxD/zSXOHKoRoYY52enweuALYpLUeoJS6Grit6cISQlwKDdUqVE1HFGUQWV7BMpeuVe+tKnLBXObErR9agLWUHjxYZzWEEOLy42jCUKG1zlJKGZRSBq31FqXU600amRDiojVUqxDdyYebY0PYeABMOdewxvmuqveyrel4lZ2q6tLiHhWFT1xcc4YthGiFHE0YcpVSXsA24EOlVDpQ1HRhCSEuhRynbRhDf8JYT3HjxhxsyyYzY8k0F2Lq4gWAjzWbENc0QpetaO5whXBIfUsRG9vOetGiRQE7d+70XLFihdTeXSBHE4abgVLgIWAW4As821RBCSHOX33TD/btp/vvMNF7Vz1L58stnOmscXE9xcA9GwBkCkIIUS+HtrfWWhdprS1aa7PW+gOt9SKtdVZTByeEcFy9LZ0rt5+e9JuJsHSIculAVHlFjV8ute4jUxCiLRs6dGjkvffeGxITE9M7LCys74YNG7xqn/Pxxx/7xsbGRqWmpjpPnjw5bPbs2V0HDBgQ1aVLl5hly5b5AVitVubNm9elV69efSIiIqKXLl3qB3D77bd3+/DDD30Brrvuuh5Tp04NA3j99dcDHnjggZCkpCTX7t2795kxY0Zoz549+4wcObJXYWGhqh1DW9RY46YCam46VfUWts2n6o5zCiFaTPUtqAHmLx5EwJEwdrgDseNw71BR1bXRrrAsBFOof41VEEI44ut3Xu+aefL4Je3iZeoaWnzDvQ9e1KZWZrNZ7du370B8fLzvs88+23ncuHFVG0atWLGiwxtvvNFx48aNhwMDAy0AZ86ccdm5c+fBPXv2uE+aNKnnnDlzclasWNFh3759HgcOHNifmprqPHTo0N7XX3994ahRowq2bdvmPWvWrLy0tDTX9PR0DbB9+3bvW2+9NRvgxIkT7v/4xz+OjRgx4viNN97YfcWKFX733Xdfm+9d1FgfBu/mCkQIcWFWHVrF+mPrSXa1jS7M2eCDX1IJHY6VYcrxxdmaTKbVDIChrDL/r5YwwM/knHI9r6WSGcm/ERgWfqkeQYjzUnt3x9rHp06dmgMwYsSIovnz51etGf7uu++89+7da9yyZcshf3//ql0gJ06cmOvk5MSgQYNKs7KyXAC+/fZb72nTpmU7OzvTtWtX87Bhwwq3b99uvO666wrfeuutjrt27XKPiIgoyc3NdTp+/LjLrl27PJcuXXoiPT3dOSQkpGzEiBElAAMGDChOTk52a7qvRvNxtA9Dt/qOS+MmIVqOvWYh2fVjStVJrt7pwVWHCjG6OnHMowOlBmeUk8ZAOV5Fp23Nl4wVtos7xVzUZweGhdN75JiLfwjRpl3sSMCF6tixozkvL69Gq9Hs7Gyn8PDwMgB3d3cNtg2aLBZLVXYRGhpaduLECbeEhAT30aNHF9uP288H2zbU5xIeHl6Rn5/vtHbtWt9Ro0YVZGdnO69YscLP09PT6ufnZ01PT8fV1bXqJk5OTrqkpMSh6f/WztGixy+r/dkdCAeSkMZNQrSYwh1LeTRvEy91tu3sOzehBEOOBY+ObqS5aYzWClw9RgIwIvMdfMK98As+DsExMOeFlgxdiIvi6+trDQoKqvjiiy+8J06cWHDmzBmnrVu3+s6fPz995cqVpoau69KlS/krr7xyasqUKT3i4+OPDh48uLShc0ePHl2wdOnSwPvvvz8rPT3d+aeffvJatGjRSYCBAwcWLVmyJGjjxo2H0tPTnWfOnNnjpptuymmKZ21NHEoYtNY1fhxRSg3EtimVEKKFjCzZQpg6TmjOJAIyY9kbpiEM3IPcKDyzFQBXry6YjBmEjulceVUMxExpqZCFuGQ++OCD3+67775u//M//9MV4LHHHjtdfZvphgwYMKB0xYoVx6ZPn97jiy++ONLQebfffnvujh07vHr37t1HKaWfeeaZU926dTMDXHnllYXffvutT9++fcvKysrK8/LynEaPHl1w6Z6udXJoe+t6L1RqX+1EoqnI9tZCnK1VsCs68QsAUUcfIKAohKAyW02Ve1QUpw+8D0Dn3r8nYmhH+owKaf6ARYuT7a3F+brg7a3tlFIPV3tpAAYCpxu5xh1boye3ys9ZrbV+WikVDnwMBAC7gNu11uWOxCHE5SYn/hPy160DwCPjAHGWEgzY6qfcrOWgILWLxsUpjYG/vo17VBShj8ysKmCc9MjAFotdCNG+OFrDUH21hBlbTcO/GrmmDLhGa12olHIBtiulvgIeBl7TWn+slFoM3AW8c55xC3FZyF+3ztZIKaQDBnMRHhpcvQZxxmcQpVjRygmzWxeM1mzpnyCEaFKO1jA8c7431ra5jsLKly6VvzRwDWBf8P0BsBBJGIRokHtUFKHXZPFkuZVS5c6th0dSXByIyZgBnoF4eAcRMTSG0FHSR0E0C6vValUGg+HC5rNFq2W1WhVgbeh9R6ckBgOPY9vWuuoarXW/Rq5zwjbt0BN4CzgK5GqtzZWnnALqnVxVSs0F5gJ061bvqk4h2i17vcKM7IMALFRWklxdgB4QHIMJmPTIjS0ao7hsJWRkZEQHBgbmSdLQflitVpWRkeELJDR0jqNTEh8C84F9nCP7qE1rbQFilVIdgDWAww3qtdbvAu+CrejR0euEaK2q1yM0xl6vYErXnAhyp6jcQlergXznoU0cpRDnZjab/5CWlvZeWlpaXxzcXkC0CVYgwWw2/6GhExxNGDK01l9caBRa61yl1BZgONBBKeVcOcrQBUg599VCtA9V9Qj1bexUkAZFGVUvC70HU+Q1mIPBoD0MTEsop1S5U+TXm8y8sztLCtHcBg0alA5MbOk4RPNzNGF4Win1HrAZWzEjAFrrTxu6QCkVCFRUJgsewHXAX4EtwBRsKyXuBD6/wNiFaHPco6IIXWnbNrrGMsm0bCgvrWrZ3GX/YEzFXfA32levueLpGYintzt4Q8TQji0QvRDicuZowjAH23SCC2enJDTQYMIAdAI+qKxjMACfaK3XKaUSgY+VUs8DvwB/v6DIhWjj1h9bT1J2En7OYXiWmwE3jutQADpbPcj1qOCPL93ZskEKIUQlRxOGIVrryPO5sdb6V2BAPcePATIRK9q92jUL9U1HRPpHUnx8Lo+mPozR1YlnAx4FwKjKMHm5IoQQrYWjBSs7lFLRTRqJEO2MvWbBrk6fhII0SNvHU1nziVbH6dPJl6eiuzGj0I0gi4Egb/cWiFoIIern6AjDFcAepdRv2GoYFLZWC+dcVinE5aZ6XcKM7IMQBB/Pqr6p3lew4SsAkopSiCyvANxJdulOn5gpHPrmDJmnbEWNUqcghGhNHE0YxjVpFEK0E/a6hEj/hmfw0vPLyCwqI7TCQGyxNzPKnyS6kw/xg4fDN7sxdfGSls5CiFbH0YRB+iAIUY/adQr2RkuuvkUkO3XAYDQy7seaIwWJp/MpLrfQWxUBcIvL55gK3Ih/5nMyT9qao9r3grhQGcm/ERgWflH3EEKI6hxNGL7EljQowB0IB5KAPk0UlxBtQkO9FU5YyynwcCMgIMBWq1B4tsdCaIXF9n+SxZ0S7UeQwQB5FWTmVVBRZsHFzYmLFRgWTu+RYy76PkIIYefoXhI1trFWSg0E7muSiIRoxWpvMV27TiEp25lI/0jG/dgRd2D60y/AspsgbR8E2/432p9qG0U4lHMrlrIQTKH+NT5DtqMWQrRGjo4w1KC13q2UGnapgxGitWuoRsFelwCdSDkVReLp4wBMX/I9T2XlAd14tvwJABLL84nu5MMMN7fKPSGkXkEI0fo5uvnUw9VeGoCBwOkmiUiIVion/hNmrNgPQJS/BYDSdNtySa+cezmRaksEbFY2eJ/oTj7cHBsC2zMbPEcIIVobR0cYvKv92YytpuFflz4cIVqv/HXrCEopJj3EWHWsqrdCri0RiJ83HID4Z2wdz5+ZN5z9f72SQ5m9meHmdvZm2zOrlk8KIURb4GgNwzNNHYgQrUXtOgW7GdkHKe6o+OKBPiwbt8x2cOcy2PdB5bQDsMzX9ntq5UXLbuLQ6ZvINAdiqnU/6bUghGhLHJ2S2AhM1VrnVr72Az7WWt/QlMEJ0RLO1UvBRbmTciqK6Uu+B+CprL8TVnGMYh2K0bWB1Q2unpj8pFZBCNG2OTolEWhPFgC01jlKqaAmikmIZlO7jwKc7aVgr1OwK02HY74hpJ6Kxa/T2ePJLt15OeAlbo4Noc+wbraDJxbYfp/zAryyu8niF0KI5uJowmBRSnXTWp8AUEqFIs2cRDvQUB+F+rhHRbHPp3eNWgX7FET8nOE1zi3KLaekoJw1r+yWWgUhRLvgaMLwOLBdKfUNtpYzo4C5TRaVEM3IPSqKn56cUFW3YO+lUFWnUE2H157kqaz5Z2sVqvVXqK6koJyKMtsIhdQqCCHaA0eLHjdUNmu6ovLQg1prWRMm2o3qdQuR/pHc2P1G/vnjCT7fk1LjvEfzNhGmjlO1c3twDMRMqfeeLm5OUrcghGg3zpkwKKXCtNbJAJUJwrpa7ysgRGt9qskiFOISql2zUH06ovaowvQl35NYo7cCGF2dKPTqjeecL5svaCGEaAUaG2F4SSllAD4HdgEZ2PaS6AlcDYwFngYkYRCtUp1Wziv21+ylEAQHwjNJys6td1VE9XqF/d+mcOiLuzmUQ6OFjJdqTwghhGgtzpkwaK2nKqWigVnA74FOQDFwAFgP/K/WurTJoxTiAtW3RDI9xMjHD9TcNy2SjpjUFUxf8j1ji9czsmQLj5ZbbEslK+sVDiVOI7MwAJNXVqOf6+LmhIe366V9GCGEaEGN1jBorROxFT0K0SZVn2o4/uEdAPUWNNqnIJ5y3UJYxTGSXbtj8nKrcY7JK4tJ060w+Ny1CRe7PbUQQrQ2F7T5lBCtWfU6BXtPBXui0NASyv3fptDvcBn9cOOQuptDAMExHKoAsm3nZJorl0c2kiwIIUR7JAmDaHeOrlqG05GTHAz1J9vdB4MykFaRb3uzR2ecfVz44ZkFNa7JPFmIe4kZqxOcpsx2MOfnOvfOOeXq0OhBRvJvBIaFX/SzCCFEayEJg2h3skqyKO6oOBwWgHu2GWPnINwtFijMoNxipawkhbLjNZdLWsqDcVEaL+czeFIKrp7QqW5/BUcFhoXTe+SYi3wSIYRoPRzdS2Kz1npsY8eEaE71tXUGqlZBRPpHgj9Mf/oFWHYTpO1jv+5Gsb2YsZpfzowC4Loe/6Sjt6ett8LgOc3yHEII0RY01ofBHTACpsoNp1TlWz5ASBPHJsQ5NdTWOT3EyIFBJjrVviA4hndPLyCo0FKjtwJAicFWn9Dxv+9q2qCFEKKNamyEYR7wINAZWx8Ge8KQD7zZhHEJ0aiMkgyyguDjWTVHC2ytnTvS6ce61wTlWPAqsdY5Lu2bhRDi3Brrw/AG8IZS6gGt9d+aKSYhHJJVkkWxuaTO8UgXX25MPUbpqTQqLJr9/3elbZmkS3eKy8zg4Swtm4UQ4jw5upfE35RSI4Cw6tdorVc0UVxC1FBfvYK9VqFOT4VlN0Hab7xvicaqbZuqJrt05zuPqzG6OWPykoZKQghxvhwtelwJ9AD2AJbKwxqQhEE0i/rqFey1Cl2+TeHQT2fOnpw2DZhGlvl7AA652TZWDbSCshRi8nZvztCFEKJdcHRZ5WAgWuvKH9ccoJTqii2h6IgtuXhXa/2GUsofiMc2WpEMTNNa55xP0OLy5B4VRehKW4666tAqnv3+FwZ37EjoT2fIPFXZVKkRUqsghBAXxtGEIQEIBlLP495m4BGt9W6llDewSym1EZgNbNZav6CUWgAsAB47j/uKy5h9y+lk14/BACmnokg99Rs+1lwiymxTE2FetnqFHZl9MLrKFtNCCHEpOJowmIBEpdRPYG+DB1rriQ1doLVOpTLB0FoXKKUOYFuKeTMwpvK0D4CtSMIgamloG+rP96SQmJqPMRSM1gj8LKPxsSbiXm0PtKp6BdesOntBCCGEuDCOJgwLL+ZDlFJhwADgR6BjZTIBkIZtyqK+a+YCcwG6det2MR8v2iB7zcKZvhNJce4OseNwDgio2u/B6chkACL93cg0d8LTmEGfP2+vur4PEF+r/bMQQogL5+gqiW+UUqFAL631JqWUEXBq7DoApZQX8C/gQa11vlKq6j2ttVZK1VsXobV+F3gXYPDgwQ7XToi2bdWhVaw/tt62aVQQ/NK5Ox55/uR5ZVFhSceqNQaDQpnLMTp7AGAyZhBhOtDCkQshRPvm6CqJu7H9tO+PbbVECLAYOGdraKWUC7Zk4UOt9aeVh88opTpprVOVUp2A9AsNXrQ/64+tJyk7qcaxEt9svuz5KcVlZtuySE83gnzcuLH7jUyKGAjLnmyhaIUQ4vLh6JTEfwFDsU0poLU+rJQKOtcFyjaU8HfggNb61WpvfQHcCbxQ+fvn5xu0aJ9y4j9hxor9AISl21ZFFPvbllGGlT8KCuJjDsK+1VAEpC6H75ZD2j4IvvCNooQQQjTO0YShTGtdbp9OUEo5Y1sqeS4jgduBfUqpPZXH/owtUfhEKXUXcByYdt5Ri3Zp34ZDpPveRbmrE9mdjTgHBJBbe7nkvtV1E4TgGNtmUUIIIZqMownDN0qpPwMeSqnrgPuAtee6QGu9nbN7T9Qmu1xexux1CrVdqUdS5hlMaocc3HVn28JcJysJpUUkFhSf3TAqOAbmfNm8QQshxGXO0YRhAXAXsA/bhlTrgfeaKijRvtnrFK7I6EaHY1WrdCko+xZKoVSXY3DyqzreoQBuAUwFbsQXVR480fgKiIzk3wgMC7/E0QshxOXJ0YTBA3hfa70UQCnlVHmsuKkCE+1H7Z4KM7IPApDmXUqetuCrbAtu8jRYlQGjkx/R3sVQmFHzRkVAeRG4ejr0uYFh4fQeOeZSPIIQQlz2HE0YNgPXAoWVrz2AfwMjmiIo0XbVN90wY8X+qo2iAIrNJVVLIn2VE+Eeg0lx7o6bwZ8yVcrBAR15xvX5BooZPW31CoPnNMfjCCGEqORowuCutbYnC2itCyt7MQhRg326IdI/ssbx9BAjHz/Qp+r1jd1vJH/JDjILyzjlfSVeJVYKPQzsNRjOFr5IrYIQQrQajiYMRUqpgVrr3QBKqUFASdOFJdqySP/IGltOH//wDoA621A/XbiF4nILrkChh4Ffe7mhcOPm2BBIbM6IhRBCNMbRhOGPwCql1GlsKx+CgelNFpVos/rvOEPvXZlVSQJQZ1tqOz9LNqEqFz91HIDHXT+xvZGI9FYQQohWptGEQSllAFyBKMA+zpykta5oysBE61dfvcLEH08SdEbbeoICx50jSKncB2L3K7trnGsodaeYICzFgZiMtQocpbeCEEK0Ko0mDFprq1LqLa31AGzbXAsB1F+vYHT2wNIzgO/uf57P96TQ73CZrT7BbIDU/BrXe6OxYsDUPZiIof1h1J3N/QhCCCEc5PAqCaXUZOBTrbVsBCWqNFSv8FLlNtT9cKuqT6jthuwzuDgpJj0ysNniFUIIcWEcTRjmAQ8DFqVUCbY6Bq219mmyyESr01A/heMf3mGbenDujtU6GoPRWLUNdZDFgKmLF4/PGwg7l9laO1eKpxScHOupIIQQomU5ur21d1MHIlq//HXrKD14kILQALJKsmr0U0hx7k6+wR8fIzgHBNjaOgOmLl5EDO1oe1F7HwhXT/AKbIEnEUIIcb4c3d5aAbOAcK31c0qprkAnrfVPTRqdaHXco6J4eIKZU8VZuOsIfC1D8bOMpt9hW4vn//SytWJOTM0nupOPbWShuuq9FRxo7yyEEKJ1MDh43tvAcGBm5etC4K0miUi0eplFZVhLOxFW/ih+ltH1nhPdycfWT0EIIUS74GgNwzCt9UCl1C8AWuscpZRrE8YlmljtegRHVO+nYHRz5imXUxzaa9tOJLPEtjSyqpcC2PopVG/AJL0VhBCizXI0Yaio3HBKAyilAgFrk0Ulmpy9HqF2Q6WMkgyySrIAqLBoKizV/jN3gO/9T1GsCzCqbhzaW0xmYQAmryxMxgwiTAfO/aHSW0EIIdosRxOGRcAaIEgp9b/AFOCJJotKNAv3qChCV66ocWzhhjkkZecR6R9JYmo+xWVmjG41v02M+DG68/WQCCavLCa9JP0ThBCivXN0lcSHSqldwFhsSyp/p7Vu5MdJ0VbZeytMX/I9KIifM7ze89Zs+qCZIxNCCNFSzpkwKKXcgXuAnsA+YInW2twcgYlLq3bNQu3piF83beDAd1sJz84FIP7HBVzx22mczAbe+u7deu9ZYXHGxclM/DMXljtmJP9GYFj4BV0rhBCieTU2wvABUAF8C4wHegMPNnVQ4tKrXbNQEBrAV+GZ7N0wB4CQqUlpNgAAFbxJREFUtdl45loo8CnHoN1IPJ1PgFlh1S44UX+O6OJkxsPL0YU2dQWGhdN75JgLvl4IIUTzaSxhiNZaxwAopf4OSN+FNqx6zYKtViGJSGxNlSosVrK9YNtQ76reChMSE3FxMjD91TktGbYQQohWoLGEoWpHSq212da/SbQX1feBeHrNfQD8OOftqvfXzD/UInEJIYRofRpLGPorpexbDCrAo/K17CXRCjXUWyGjJAOnIydJDzGysHIKovYuk64VGlezZk21Lagz69t2WgghxGXpnAmD1tqpuQIRF6+h3gpZJVkUd1QcH2QiPb+MzKIyoBMpp6JsKyGAAeVWDFpBQRoU2ZIEk3MREaYTzf0YQgghWiFH+zCINqKh3goAy8Yt4/sl33Oicp+H6pwMCoOTgUmhb9XsyCiNloQQQiAJQ5tXfRqivtGF+kR38iF+Xs3eCm/9/OHZF9U3iBJCCCGQhKHNqz4N4R4VhU9cHKsOrWL9sfVV59SuVwDY/20Kh346U/W6osyCi5vMQAkhhKifJAztQO1piPX2JZOVSYKfc1hVvYJ92+lDm/eSmUFVUaOLKsVDF8kGUUIIIeolCUM7VX3JpD1R8OtUbdvpI4cwORcxKdo29RBfUHmhbBAlhBCiHk2WMCil3gfigHStdd/KY/5APBAGJAPTtNY5TRVDe9LQkskLrVtYsxpw9Txbq3Bige33OS9cinCFEEK0M005wrAceBOoXrK/AP6/vXuPsrqs9zj+/s4Me4YBQXEQiItDXggURQ9RJ7uQoqFR6Kq8tUzRsiy1Wmay8liW2rFOZZbdPBmay7tmUaKoBce8AqKBiKAiKgICXojbXJj5nj+eZzObYfbeM8O+Mp/XWrNm7+d3+85vfnv/vr/n9/yeh7+7+9VmNj2+vySPMewx0j0yWfO+9/Hi+4fseBIC2tosJNspHLamEUB9LIiISLflLWFw90fMrL5d8VRgYnx9EzAXJQyd1tEjk9DWzfM+VfU79bHwf0uepKKhhuFVa6ioMFjb9u9WHwsiItIVhW7DMMjd18TXayEOZNABMzsXOBdgxIgRBQitvI0aMIqtr567Ux8L/Vqfp6ZXA6MH30Zd32oG7VWz80JqqyAiIp1UtEaP7u5m5hmmXw9cDzB+/Pi08+1J0rVTgO61VQhjQfTlkO88msswRUSkByp0wvCmmQ1x9zVmNgRYV+Dtl7R07RSgbTjqh+48Pd52aNNgr1Pjw9n/5U0c3prY0VZB7RRERCRXCp0wzATOBK6Ov/9S4O2XvHTtFK699lQSy97h0H9sotWdijhyaBXbqfL+9GvdRK9tt9LqCVavi4OMtrbwTkMDd3x/adbtrl/5CgPrR+b0bxERkT1HPh+rvI3QwLHOzFYB3yMkCnea2TnAq8DJ+dr+nmbvFY3UbEqwpXY4QNtYEGsWQ3MzJPqwocKopJm62pSKm74DO7X+gfUjGX3UxBxHLSIie4p8PiVxWppJx+Rrm+Wiu30qNAyo4oUxZwBw8pgRoWvnvUaHiYPHkli1mbphfTnpoiPzEreIiPRc6umxCDL1qdBvyhSAHeNBJIej/mjTFiq8uq1r53lvsmHVZupS/oN1w/py8IS0D56IiIh0mxKGIknXViFp1opZLHt7GS2NQ9jauJ2EVzKgpZHbE1dQ11jN42u/QF0VnDTgsji65JkFjF5ERHoaJQwlLNm3AgaHcSW0bOOQIf13nkljP4iISAEoYSigZNuFzvSpULfyIPZ9vZ6WxvAI5Yat+wFw79sXhPfbQ3sF1SyIiEghKGEooNRkod+UKVw8+3c8svrBDued9PLxVG/dhw0V26mt3vXfpPYKIiJSSEoYCiy17cIjMz7DVn+NWgtdX+/T8hb9Wt8FoNZb6ZV4g9MH3khd32rmvt0CiT56AkJERIpCCUOR1doInpp2T3gz45OwfgUMHsu9Vg1VtLVZSNDpPhVERERyTQlDnjz8i0tomT1np7LW5nGsfs8E1l96KwCTmo6nguq2YafXngycDImxu7ZReG16AaMXERHZWUWxA9hTtcyeQ92qzTveN7c4q4a8n60172FLUwtbmlqgNUGV79Xh8mqjICIipUQ1DHm0YVhfPnHfPABO+d0THPjcFmqrq1h+4D475pk6bignfSAO3z3jsvBbTz6IiEiJUcJQQLXVVYwZ0o9LvxwbLi6YAYuvhOfjDGsXh34VRERESowShhz4490zWf1MuP1Q824TfTY3U93vbBoTlVz1rbkAHNi4nb6t7e4ALb575yRBnTCJiEiJUsKQA6uf2Uz1u/1p3HtjSBaaWmlMVLK5tu+OeWqrq6jpm9i1XcLgsTDtvgJHLCIi0jVKGHKkce+NTL/qdO6fdCIAxz/85yJHJCIikjtKGPJs0cMPsPSxubBpLWxev/PEpi2Q6NOpRybXr3yFgfUj8xOkiIhIFkoYuiC1rQJAU4vT3NLKwE0D6L1tNfdPOpGBb77K+kH775hn6WNzw8m+enNbgpCU6NPpzpgG1o9k9FETc/WniIiIdIkShi5IbasA0NzSSmur03vbaoauXgDA+kH7UzFp8k7LDawfySkjFgN91F5BRETKkhKGLkq2VYDQtwLAuet+A4Nh/5vVbkFERPZMShh2wzFbZ3HUtjmwdksomPHJXWdaE38n1MeCiIiULyUMabRvrwDQ563+1MS2CgAfanyJ3tZIw8YENfslMq9QfSyIiEgZU8KQRvv2CgA1KW0VACoqjJbKWmoOO5x+U6bAKSfvuqLkExDTrs53yCIiInmjhCGD1PYKwK59LCRvQUz7Y6FDExERKSglDJm0NO3ULmH/5tfCi2SZxn4QEZEeoscmDHctv4tZK2bteF+38iD2fb2ePv9upnZTM/16Daa66Q1WPL6cBqsJM729HQak7DK1SxARkR6ixyYMs1bMYtnbyxg1YBQA+75eT++NA6jdvIpEUwutvoa6jQtosBpe7XVAWGgQVEyazJhpXyli5CIiIoXXYxMGgFEDRjFj8gwA7l2yEAbAkc/eCpXw7Q+dx3ffuokxQ0YwZpr6VxARkZ6txyYMyVsQ9y5ZCMD6V95mr8Z1NCxZRM2+xnffupj65hXAEcUNVEREpAT0iIShfXsFgOGvfJjeWwbAgPB+r8Z17LfqcSr2dmoGv8O6phpWJt7LIWqjICIiUpyEwcwmA9cClcDv3T2vnRS0b68AUFvVm96DjZMuOhKAV8/4OdTB5tF78VpTLT8Z8jOmjhvKIeNH5DM0ERGRslDwhMHMKoFfAccCq4D5ZjbT3Z/P53ZT2ysAO25FdKQ2UckdX/7PfIYjIiJSVopRwzABeMndVwCY2e3AVCDnCcN1nz+H7S3bORwHjF/ceOaOaS0VCSpbm5hx0huhoNmhl1H9YiUN1pvnvj89JzGsX/kKA+tH5mRdIiIixVJRhG0OBV5Peb8qlu3EzM41swVmtmD9+vW7uUnD2pVUtjaRaNnUVtDL8JoKGqw3Lb3rdnN7bQbWj2T0URNztj4REZFiKNlGj+5+PXA9wPjx47076zj/lhtyGpOIiEhPVYwahjeA4Snvh8UyERERKVHFSBjmAweZ2UgzSwCnAjOLEIeIiIh0UsFvSbj7djM7H5hNeKzyD+6+pNBxiIiISOcVpQ2Du88CZmWdUUREREpCMW5JiIiISJlRwiAiIiJZKWEQERGRrJQwiIiISFbm3q0+kQrKzNYDr3Zz8TpgQw7DKZRyjLscY4byjLscY4byjLscY4YQdx93H1jsQGTPUBYJw+4wswXuPr7YcXRVOcZdjjFDecZdjjFDecZdjjFD+cYtpUu3JERERCQrJQwiIiKSVU9IGK4vdgDdVI5xl2PMUJ5xl2PMUJ5xl2PMUL5xS4na49swiIiIyO7rCTUMIiIispuUMIiIiEhWJZ0wmNlkM1tmZi+Z2fSU8qPNbKGZPWdmN5nZLoNomdlEM9toZs/EdTxiZlNKJP4bzOxfZrbIzO42s74dLHuWmV1XyHjjdoeb2Rwze97MlpjZ11OmjTOzJ83sWTNbYGYTOlh+opn9rUTi/R8zeyHu53vNbO8Olq83s23xb0r+JDJsLyf/FzP7g5mtM7Pn2pUfbmZPmNliM/urmfVLE7Ob2ZUpZXVm1pzvYyZD3FfE/fysmT1oZu/JsI6fm9kbZpb3758Mn8Fj4nfIs2b2qJkd2MGyZ8X9PCml7MRY9tl8xy5Scty9JH8IQ1+/DLwXSAD/AsYQkpzXgYPjfD8Azulg+YnA31LejwNWAscUM/44rV/KfD8Dpnew/FnAdUXY70OAI+PrvYDlKXE/CBwfX58AzM2234sc73FAVXz9I+BHHSxfDzzXhe3l5P8CfBQ4sv22gfnAx+Lrs4Er0sS8Angmpew84NmuxJbcNzmKO/WYvhD4bZrlKwidsD0JfLyL2+5SvFk+g8uB0fH1V4Eb0/yvFwG/Tym7I+7nz+brmNaPfkr1p5RrGCYAL7n7CndvAm4HpgL7Ak3uvjzO9xDwmWwrc/dnCcnF+QBmNtDM7jGz+fHnqFje18xmxCu8RWaWdd1djB93/3fclgG9gYwtT83sU2b2VKwtedjMBsXyy+MV31wzW2FmF3Yz1h3cfY27L4yvNwFLgaHJyUDyirc/sDpL3BPi1fIzZva4mY2K5WeZ2Z/M7AEze9HMfpyPeN39QXffHmd9EhjW2fWaWZ+4b+fF+KemTB4e9/mLZva9bsb9CPB2B5MOBh6JrzMd21uBpWaW7JjnFODOlPgzHTM3m9ljwM25ijt5TEd9SH9MTwSWAL8BTkuJNxnXE3G/fimWTzSzf5rZTOD5Loab9jNI54/lfwITzKyXhZrAAwkJQzLu78bvj+fM7HoLDjCzhSnzHJT6XqRc7VKVX0KGEmoSklYBHyB00VplZuPdfQHwWWB4J9e5ELg4vr4WuMbdHzWzEcBsYDRwGbDR3ccCmNk+OY6fuN4ZhKv054GLsqzrUeCD7u5m9kXg2ynLvA/4OOHqepmZ/cbdm7sZ807MrB44AngqFn0DmG1mPyFcKX4oyypeAD7i7ttjte4PaTsBjovrboxx/9LdX0+znu7Gm+pswtVhRw4ws+RJ4DF3/xpwKfAPdz/bwq2MeWb2cJxnAnAo4aQ938zui8diLiwhnNT+DHyOzMf27cCpZvYm0EI46SVvBWQ6ZsYAH3b3bTmKGQAzuwr4ArCRcEx25DTgNuAvwA/NrFfK8XoY8EFCwvGMmd0Xy48EDnX3V7oYUqbP4BeBWWa2Dfh33G5HHHgY+AQhsZgJjEyZfp27/wDAzG4Gprj7Xy3cDh0XL1SmATO6GLtIySnlGoYOubsDpwLXmNk8YBPhy7IzLOX1JOC6eKKYCfSLVxCTgF+lbO+dnATejrtPI3y5LyVcHWYyjHCiXkxIeA5JmXafuze6+wZgHTAoF/HFfXEP8I2Uq8fzgG+6+3Dgm8ANWVbTH7gr3u++pl3cf3f3je7eQEia9s9DvMlplwLbgVvSLP6yu4+LP1+LZccB0+PxMReoAUbEaQ+5+1vxhPsn4MO7E3s7ZwNfNbOnCUlgU4Z5HwCOJXwe2idDmY6ZmblOFgDc/dJ4bNxCrMlLZaFtyAnAn+P/6CnCiTjpL+6+LR7LcwiJGcC8biQL2XwTOMHdhxFO5j/LMO/thH18KiHZSfXxWJOzGDiatv38e2CamVUSPt+35jJ4kWIo5YThDXa+uhoWy3D3J9z9I+4+gVB9u7yD5TtyBOEEDeFv/2DKiWKou2/OUeyQIf4kd28hfBllu+3xS8KVzFjgy4STV1JjyusWclBrZGa9CCffW9z9TymTziScIAHuou0LPZ0rgDnufijwKfIUd4Z4MbOzgCnA52Oy2enVAp9JOT5GuHvy2Gm/npx1ZuLuL7j7ce7+H4ST08sZ5m0CnibUHNzdbnKmY2ZLruJN4xY6PqY/AewNLDazlYRE67SU6en2a3fj7fAzaGYDgcPdPVkTdQcZasvcfR4wFqhLuRWKmdUAvya0ZxgL/C9t+/ke4HjCsfe0u7/Vzb9BpGSUcsIwHzjIzEbGK5NTCTUBmNl+8Xc1cAnw22wrM7PDCLcbkrUHDwIXpEwfF18+BHwtpby7tyQ6jD/e4zwwrtuATxOq7jPpT1uycWY34+mUGNMNwFJ3b3/VtRr4WHx9NPBiltWlxn1WrmJMlSleM5tMqIr/tLtv7eKqZwMXxPVjZkekTDvWzAaYWW/gROCxbv8B7aQc2xXAf5H92P4pcIm7t29XULBjBsJ9+pS3U+n4mD4N+KK717t7PaFq/1gzq00uZ2Y1ZrYvoa3D/N0MK913yDtAfzM7OM53LG0XEulMB77TriyZHGyINVw7npyINWezCW01dDtC9gglmzDExmrnEz50S4E73X1JnHyxmS0ltGD+q7v/I81qPhIbfS0jJAoXuvvf47QLgfEWGjY+D3wlll8J7BMbMf2L9Pdiuxu/ATfFKszFhFb+P+hgFVW0XYVfTqjaf5r8D7N7FHAGcLS1PWZ4Qpz2JeCncb/8EDi3g+VT4/4x8N9m9gz5ay+TKd7rCNX6D8XyrIlliiuAXsAiM1sS3yfNI1xBLgLu6U77BTO7DXgCGGVmq8zsnDjpNDNbTjjhribLycbdl7j7TR1Mupw8HDMZ4r46fmYWEW7nfL3dcrXAZCDZLgF330Joa/GpWLSIcCviScLTIRkb1WaT7jMYy78E3BOP5TNoa9uUbl33u/ucdmXvEmoVnovbaJ/g3AK0Ei5ORMqeuoYuUWZ2DfCiu/+62LF0hYV+EIa6+7eLHYuUDzO7HNjs7j8pdiy5YmbfAvq7+2XFjkUkF0r5KYkey8zuJzw3fnmRQ+kSM7uB8PTAycWORaSYzOxe4ADCrTuRPYJqGERERCSrkm3DICIiIqVDCYOIiIhkpYRBREREslLCINKOmbXExzCXWBhV9CLLMrKihREkTy9UjCIihaaEQWRX22LvjocQOvU5Hsg2yFQ9oIRBRPZYekpCpB0z2+zufVPev5fQKU8dYcyLmwkDJAGc7+6Pm9mThMHLXgFuAn4BXE3osbAa+JW7/65gf4SISI4pYRBpp33CEMveBUYRBjtrdfeG2B3ybe4+3swmAt9y9ylx/nOB/dz9ytiF+WPA5/IwiJKISEGo4yaRrulFGOV0HGHQrIPTzHcccJiZJccX6A8cRKiBEBEpO0oYRLKItyRaCMOHfw94Ezic0AaoId1iwAXuPrsgQYqI5JkaPYpkEIdC/i1hqGgn1BSscfdWwqBFlXHWTYSBrpJmA+fFobcxs4PNrA8iImVKNQwiu+ptZs8Sbj9sJzRyTA6d/WvCKIdfAB4AtsTyRUBLHP3wRuBawpMTC+MQ2esJQ2GLiJQlNXoUERGRrHRLQkRERLJSwiAiIiJZKWEQERGRrJQwiIiISFZKGERERCQrJQwiIiKSlRIGERERyer/AV8lUJijBwuiAAAAAElFTkSuQmCC\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -9626,7 +10244,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -9650,7 +10268,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -9674,7 +10292,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -9698,7 +10316,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -9722,7 +10340,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -9746,7 +10364,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -9760,7 +10378,7 @@ "data": { "text/markdown": [ "## \n", - " ## COVID vaccination rollout among **65-69** population up to 25 May 2021" + " ## COVID vaccination rollout among **65-69** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -9783,7 +10401,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -9807,7 +10425,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -9831,7 +10449,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -9855,7 +10473,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -9879,7 +10497,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -9903,7 +10521,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAckAAAEGCAYAAAAOgW4QAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nO3deXhU5fn/8fcdFlFZFAFBFsENCwQCBBD88kUFFQsuFFAR/YEbFa0ttaVaF6Ta+nVrUavWvViLihvuooWKuCKLKIviBiKbIMgmCCS5f3+cM2FIZpJJyGRmks/runJl5qz3TE7mnuc5z2LujoiIiBSXleoARERE0pWSpIiISBxKkiIiInEoSYqIiMShJCkiIhJHzVQHkIhGjRp569atUx2GiEhGmTt37vfu3jjVcWSyjEiSrVu3Zs6cOakOQ0Qko5jZN6mOIdOpulVERCQOJUkREZE4lCRFRETiyIh7kiIikh7mzp3bpGbNmg8BHagaBa0CYGFeXt5FXbt2XVt0pZKkiIgkrGbNmg81bdr0Z40bN/4hKysr4wf/LigosHXr1rVbs2bNQ8BpRddXhW8BIiJSeTo0btx4c1VIkABZWVneuHHjTQQl4+LrKzkeERHJbFlVJUFGhK8nZj6sFkmybt26Ja7fuHEj9957b7mPf8cdd7Bt27Zy71+Rxo8fz+233w7AyJEjeeaZZ/bqeDNmzGDgwIF7dYyJEyeyatWqvY7jvffe26tjiIiUVbVIkqXJtCSZn59faefaW/n5+Qknyby8vLjrlCRFJBWqVZLcunUrffv2pUuXLmRnZ/PCCy8AcNVVV/HVV1+Rk5PD2LFjAbjtttvo1q0bHTt25Prrrwfgxx9/ZMCAAXTq1IkOHTowefJk7rrrLlatWsXxxx/P8ccfX+yc06dPp3PnzmRnZ3PBBRewY8cOpk6dytChQwu3iS6tvfHGG/Ts2ZMuXbowdOhQtm7dCgSjDl155ZV06dKFp59+mgcffJBu3brRqVMnBg8eXKYk/eWXX9KvXz86depEly5d+Oqrr3B3xo4dS4cOHcjOzmby5Ml7vG9Dhgzh6KOPZvjw4UQm6o712orG+sQTTzBnzhyGDx9OTk4O27dv3yOW4447jjFjxpCbm8udd97JSy+9RI8ePejcuTP9+vXju+++Y9myZdx3331MmDCBnJwc3n77bdatW8fgwYPp1q0b3bp1491330349YuIJMzd0/6na9euvjf2339/d3fftWuXb9q0yd3d161b54cffrgXFBT40qVLvX379oXbv/76637xxRd7QUGB5+fn+4ABA/ytt97yZ555xi+66KLC7TZu3Oju7oceeqivW7eu2Hm3b9/uLVq08CVLlri7+3nnnecTJkzwXbt2ecuWLX3r1q3u7n7JJZf4Y4895uvWrfPevXsXLr/55pv9T3/6U+E5brnllsJjf//994WPr7nmGr/rrrvc3f3666/32267zd3dR4wY4U8//XSxuLp37+7PPfdcYYw//vijP/PMM96vXz/Py8vzNWvWeMuWLX3VqlX+5ptvev369f3bb7/1/Px8P+aYY/ztt9+O+9pixdqnTx+fPXt2zL9Nnz59fPTo0YXPN2zY4AUFBe7u/uCDD/oVV1xR7HW5uw8bNszffvttd3f/5ptv/Oijj455fJHqDJjjFfx5PH/+/GXuPieVP5999tknbdq02X7WWWetO/zww7f36tVr05YtW+a+++67izp27Lj1yCOP3NavX78f1q5d+1GixwxfV7HXW626gLg7V199NTNnziQrK4uVK1fy3XffFdvujTfe4I033qBz585AUJL64osv6N27N7/73e+48sorGThwIL179y7xfEuWLKFNmzYcddRRAIwYMYJ77rmHMWPG0L9/f1566SWGDBnCK6+8wq233spbb73F4sWLOfbYYwHYuXMnPXv2LDzeWWedVfh44cKFXHvttWzcuJGtW7dy8sknJ/QebNmyhZUrVzJo0CAA6tSpA8A777zDsGHDqFGjBgcffDB9+vRh9uzZ1K9fn+7du9OiRQsAcnJyWLZsGfXq1Yv72orGWprobVesWMFZZ53F6tWr2blzJ23atIm5z7Rp01i8eHHh882bN7N169ZS7z+LSMUZ+8zHLT9fs2W/ijzmUU3rbbttSKdvS9tu+fLldf79739/3atXr29+/vOfH/avf/3rwDvuuKPphAkTlg8YMGDrmDFjDrnyyisPeeSRR0o9VkmqVZKcNGkS69atY+7cudSqVYvWrVvz008/FdvO3fnjH//IL3/5y2Lr5s2bx6uvvsq1115L3759GTduXLliOfvss7n77rtp2LAhubm51KtXD3fnxBNP5Iknnoi5z/7771/4eOTIkTz//PN06tSJiRMnMmPGjHLFkYh99tmn8HGNGjVKvHcYER1rWba9/PLLueKKKzjttNOYMWMG48ePj7lPQUEBH3zwQWGSF5HqpXnz5jt69eq1HaBz587bvvrqq322bNlSY8CAAVsBLr744vVDhw49bG/PU62S5KZNm2jSpAm1atXizTff5JtvggHy69Wrx5YtWwq3O/nkk7nuuusYPnw4devWZeXKldSqVYu8vDwaNmzIueeeywEHHMBDDz20x/6NGjXa43xt27Zl2bJlfPnllxxxxBE89thj9OnTB4A+ffpwwQUX8OCDD3L22WcDcMwxx3DZZZcVbv/jjz+ycuXKwtJatC1bttCsWTN27drFpEmTaN68eULvQb169WjRogXPP/88Z5xxBjt27CA/P5/evXtz//33M2LECDZs2MDMmTO57bbb+Oyzz2Iep6TXFuuc0e9vSTZt2lT4Wh599NE9jrF58+bC5yeddBJ///vfC+8hz58/n5ycnITOISIVI5ESX7LUrl27sBtKjRo1fOPGjbWScZ5q1XBn+PDhzJkzh+zsbP71r39x9NFHA3DQQQdx7LHH0qFDB8aOHctJJ53EOeecQ8+ePcnOzmbIkCFs2bKFBQsW0L17d3JycvjTn/7EtddeC8CoUaPo379/sYY7derU4Z///CdDhw4lOzubrKwsLrnkEiAokQ0cOJDXXnutsNFO48aNmThxIsOGDaNjx4707NkzbpK68cYb6dGjB8cee2zh60jUY489xl133UXHjh3p1asXa9asYdCgQXTs2JFOnTpxwgkncOutt9K0adO4xyjptRU1cuRILrnkkpgNd4oaP348Q4cOpWvXrnt86Tj11FOZMmVKYcOdu+66izlz5tCxY0fatWvHfffdV6b3QESqlgYNGuTXr18/f+rUqXUBHn744YN69uy5dW+Pa+7p3yc0NzfXNZ+kiEjZmNlcd8+tyGN+/PHHyzp16vR9RR6zrJYsWVJ74MCBR37xxReLAMaNG3fw1q1bawwZMuSH0aNHH7p9+/asVq1a7XjiiSeWNW7cOKE+cx9//HGjTp06tS66vFpVt4qIZILHZy3nhfkraXdIfa4/tX2qw0k7bdu23RlJkAA33HBDYQvMjz/+OHb1WzllRJJcv349EydO3GNZ+/bt6datW+E9uaJycnLIyclh27ZtPPXUU8XW5+bm0qFDBzZt2sSUKVOKre/Zsydt27bl+++/5+WXXy62/n//93857LDDWLNmDVOnTi22vm/fvrRs2ZJvv/2W6dOnF1vfv39/mjZtytdff83MmTOLrR84cCCNGjViyZIlvP/++8XWDxo0iAYNGrBw4UJilbLPPPNM9ttvP+bPn8/8+fOLrR8+fDi1atVi9uzZLFq0qNj6kSNHAvDee+/x+eef77GuZs2anHvuuQC89dZbLF26dI/1++67b2GL1WnTprFixYo91tevX59f/OIXAEydOpU1a9bssf6ggw7i1FNPBeCll15i/fr1e6xv2rQp/fv3B+C5557b414lQIsWLejXrx8AkydPLlbF26ZNm8L7p//+97+LNUQ66qij6NWrF0Cx6w507enaS/6198L8lUx/8Sl2HNmIietnF67f22tPyq5a3ZMUEckUhzXanzNyEmuQJ8mje5IiImkiUs26ePVm2jWrz+Rf9ix9pxJU1XuSyZCSe5JmtgzYAuQDee6ea2YNgclAa2AZcKa7/5DMOERE0lkkOc5augGAHm0acrpKkWmhMu5JHu/u0d86rgKmu/vNZnZV+PzKSohDRCStxEuO5/RoleLIJCIVDXdOB44LHz8KzEBJUkSqESXHzJHsJOnAG2bmwP3u/gBwsLuvDtevAQ6OtaOZjQJGAbRqpQtHRDKfkmPmSXaS/B93X2lmTYD/mNke/Vfc3cMEWkyYUB+AoOFOkuMUEUmKSGIElBwzUFKTpLuvDH+vNbMpQHfgOzNr5u6rzawZsDaZMYiIpFJ0a1Ulx4oxZsyYQxo2bJg3bty4tQCXX3558yZNmuzauXOnTZkypeHOnTttwIABGydMmLBq8+bNWaeddtphq1evrl1QUGB/+MMfVl188cUJNxZNWpI0s/2BLHffEj4+CbgBeBEYAdwc/n4hWTGIiKSDiujOkZaev6wlaxdX6FRZNGm3jTPuKXHg9NGjR38/aNCgw8eNG7c2Pz+f559//sBx48at/O9//1v/k08++dTd6dev3xGvvfZa3e+++65m06ZNd82YMeNLgPXr19coSzjJLEkeDEwxs8h5Hnf3qWY2G3jKzC4EvgHOTGIMIiIpUbTPo1Sctm3b7jzggAPy3n333X1Xr15dq3379ttmz569/8yZM+u3a9euHcC2bduyPvvsszp9+/bdcs0117QcPXp089NPP31T//79yzToedKSpLt/DXSKsXw90DdZ5xURSYXoe49Q/P5jlVRKiS+Zzj///O8feuihRmvXrq11/vnnr582bVq9MWPGrB47dmyxgQ7mzZu3+Nlnn21w3XXXNZ82bdrm22+/fXWsY8aSEWO3ioiks8dnLefqKQuAIClGfuv+Y/Kcd955G//yl780z8vLs8GDB39dq1YtHz9+/CGjRo3a0KBBg4KlS5fWql27tu/atcuaNGmSd+mll2448MAD8x9++OFGpR99NyVJEZFyKtql46ZB2UqKlaROnTreq1evzQcccEB+zZo1+cUvfrF50aJFdbp163Y0wH777VcwadKkpZ999tk+f/zjH1tkZWVRs2ZNv/fee78py3mUJEVEykj9HVMvPz+fefPm1X366ae/iiy77rrr1l533XV79Jho3779jsGDBy8u73mUJEVEyijSIEfJMTXmzp1b5/TTTz/ylFNO+SE7O3tHMs+lJCkiUoqijXIqapYOKZ+uXbv+tGLFigWVcS4lSRGROGJVq0LQ77HKtlgtXUFBQYFlZWVVmZHQCgoKDCiItU5JUkQkDlWrxrRw3bp17Ro3brypKiTKgoICW7duXQNgYaz1SpIiIjE8Pms5s5ZuoEebhqpWjZKXl3fRmjVrHlqzZk0HICvV8VSAAmBhXl7eRbFWKkmKiEQpWsVajatVY+rateta4LRUx1FZlCRFRFC3DolNSVJEqqXShpFTchRQkhSRaqro4ONKjhKLkqSIVCtFZ+dQoxwpiZKkiFQbRQciV6McKY2SpIhUG5F7kBqIXBKlJCkiVVas4eR6tGmoBCkJqwodQUVEYorce4yo5sPJSTmoJCkiVY4a50hFUZIUkSoj3oAAIuWlJCkiVUKslqu69yh7S0lSRDJSvBFz1HJVKpKSpIhklHhzPKr0KMmgJCkiGUVzPEplUpIUkYyjFqtSWZQkRSStxRoQIDIouUiyaTABEUlbkRarkfuPoAEBpHKpJCkiaado4xy1WJVUSXqSNLMawBxgpbsPNLM2wJPAQcBc4Dx335nsOEQk/cUbDEAJUlKl1CRpZi2As4HewCHAdmAh8ArwmrsXlHKI3wCfApGbCLcAE9z9STO7D7gQ+Ef5wheRqkDJUdJViUnSzP4JNAdeJkhua4E6wFFAf+AaM7vK3WfG2b8FMAD4C3CFmRlwAnBOuMmjwHiUJEWqJSVHSXellST/6u4LYyxfCDxnZrWBkq7mO4A/APXC5wcBG909L3y+giAJi0g1pD6Pku5KTJLRCdLM9gVaufuSqPU7gS9j7WtmA4G17j7XzI4ra2BmNgoYBdCqlf5xRKqax2ctZ9bSDfRo01B9HiVtJdQFxMxOA+YDU8PnOWb2Yim7HQucZmbLCBrqnADcCRxgZpHk3AJYGWtnd3/A3XPdPbdx48aJhCkiGSTS91HdOSSdJdpP8nqgO7ARwN3nA21K2sHd/+juLdy9NUHDn/+6+3DgTWBIuNkI4IVyxC0iGerxWcs56/73C6tZVcUq6SzRLiC73H1T0O6mkJfznFcCT5rZn4GPgIfLeRwRySCa61EyUaJJcpGZnQPUMLMjgV8D7yV6EnefAcwIH39NUCoVkSos3lRWaqQjmSTRJHk5cA2wA3gceB34c7KCEpHMpamspCpJNEke7e7XECRKEZE9RJcaVWKUqiTRJPlXM2sKPANMjtN3UkSqqUh/x3bN6is5SpWSUJJ09+PDJHkmcL+Z1SdIlqpyFanGIiXISIJUf0epahKeKsvd17j7XcAlBH0mxyUtKhHJCNEJUi1VpSpKqCRpZj8DzgIGA+uBycDvkhiXiKQxlSClukj0nuQjBInxZHdflcR4RCSNqa+jVDeJ3pPU10SRakyzdUh1VdpUWU+5+5lmtoA9R9gxwN29Y1KjE5GUe3zWcq6esgBQcpTqp7SS5G/C3wOTHYiIpJeipcebBmUrOUq1U9pUWavDh5e6+5XR68zsFoJxWEWkClHVqshuiTbcOZHiCfGUGMtEJMNpImSR3Uq7JzkauBQ4zMw+iVpVD3g3mYGJSOVStw6R4korST4OvAb8H3BV1PIt7r4haVGJSKVRtw6R+Eq7J7kJ2AQMAzCzJkAdoK6Z1XX35ckPUUSSSdWrIvElOuLOqcDfgEOAtcChwKdA++SFJiLJ9vis5cxauoEebRqqelUkhkQb7vwZOAaY5u6dzex44NzkhSUiyVS0ilXVqyKxJZokd7n7ejPLMrMsd3/TzO5IamQiUuHUvUOkbBJNkhvNrC4wE5hkZmuBH5MXlogkw9b3HuT3m6axX/0aNKq7DwfXrgOLCX4k/TTNhlNuTnUU1VqiSfJ04Cfgt8BwoAFwQ7KCEpHkOHb7m7S2b9i/WedUhyKSERId4Dy61PhokmIRkSSJVLP+fmc+y2ofRvvzX0l1SCIZobTBBLaw58DmhasIBjivn5SoRKRCFL0HGalmFZHElNZPsl5lBSIiFSdeA532ixukODKRzJJoP8mYTd80mIBI+ogkRiB+61U10BEpk0Qb7kTfwKgDtAGWoMEERFIuVqlRXTtEKkaiDXeyo5+bWReCgc9FJMU0rJxI8iRaktyDu88zsx4VHYyIJE6zdogkX6L3JK+IepoFdAFWJSUiEUlIdILUsHIiyZFoSTK6lWsewT3KZ0vawczqEIzQs094nmfc/XozawM8CRwEzAXOc/edZQ1cpLpSCVKk8iR6T/JP5Tj2DuAEd99qZrWAd8zsNeAKYIK7P2lm9wEXAv8ox/FFqo2SWq6KSPIkWt2aC1xDMEVW4T7u3jHePu7uwNbwaa3wx4ETgHPC5Y8C41GSFClRdMlRDXREKk+i1a2TgLHAAqAg0YObWQ2CKtUjgHuAr4CN7p4XbrICiPlV2MxGAaMAWrXSh4FUT6paFUmtRJPkOnd/sawHd/d8IMfMDgCmAEeXYd8HgAcAcnNzYw2NJ1LlRFergqpWRVIt0SR5vZk9BEwnuNcIgLs/l8jO7r7RzN4EegIHmFnNsDTZAlhZ8t4iVV+sAQEiv1W1KpI6iSbJ8wlKgbXYXd3qQNwkaWaNCSZr3mhm+wInArcAbwJDCFq4jgBeKF/oIlXD47OWc/WUBYCSoki6STRJdnP3tmU8djPg0fC+ZBbwlLu/bGaLgSfN7M/AR8DDZTyuSJUSqV69aVC2kqNImkk0Sb5nZu3cPeHhkd39E6DYzK7u/jXQPdHjiFRV0Y1yerRpqAQpkoYSTZLHAPPNbCnBPcnIfJJxu4CISGzxprESkfSTaJLsn9QoRKqBeMlRJUiR9JVoklQXDJEyKq07h5KjSPory3ySTlDNqvkkReKIN3xc5LeSo0hm0XySIhVAEx+LVE2aT1KkAmjiY5GqSfNJilQQja0qUvUkbT5Jkeqg6ADkIlK1JHM+SZEqS30dRaqHRKtb/wMMdfeN4fMDgSfd/eRkBieSbtTXUaR6SbS6tXEkQQK4+w9m1iRJMYmkJQ1ELlL9JJok882slbsvBzCzQ9EAA1JNFC09aiBykeoj0SR5DfCOmb1FMKBAb2BU0qISSQOqWhWRRBvuTA0HEDgmXDTG3b9PXlgiqaPkKCIRJSZJM2vt7ssAwqT4cpH1BjR39xVJi1CkkmlgABGJKK0keZuZZQEvAHOBdQRjtx4BHA/0Ba4HlCQl4xXt86iBAUSkxCTp7kPNrB0wHLgAaAZsAz4FXgX+4u4/JT1KkSSL1XJVRKTUe5Luvpig4Y5IlaOWqyJSknINcC6S6dQ4R0QSoSQp1YqSo4iUhZKkVGnRkyADSo4iUiaJjt063d37lrZMJJ0UbYwT+a3kKCKJKq2fZB1gP6BROKi5havqA2r+J2lJjXFEpKKUVpL8JTAGOISgn2QkSW4G7k5iXCLlpsEARKSilNZP8k7gTjO73N3/XkkxiZSLBgMQkYqW6NitfzezXkDr6H3c/V9JikskYZoAWUSSJdGGO48BhwPzgfxwsQNKkpIy6s4hIsmWaBeQXKCdu2sOSUkLmgBZRCpDoklyIdAUWJ3ogc2sJUFJ82CCUucD7n6nmTUEJhNU3S4DznT3H8oQs1RD8fo7quWqiCRTokmyEbDYzD4EdkQWuvtpJeyTB/zO3eeZWT1grpn9BxgJTHf3m83sKuAq4MpyRS9VXqwq1chvlR5FJNkSTZLjy3pgd19NWPJ09y1m9ilB38rTgePCzR4FZqAkKUXofqOIpINEW7e+ZWaHAke6+zQz2w+okehJzKw10BmYBRwcJlCANQTVsbH2GQWMAmjVSh+M1Y36OopIOki0devFBAmrIUEr1+bAfQSTLpe2b13gWWCMu282s8J17u5mFrMxkLs/ADwAkJubqwZD1YT6OopIOkm0uvUyoDtBSRB3/8LMmpS2k5nVIkiQk9z9uXDxd2bWzN1Xm1kzYG054pYqSBMfi0i6STRJ7nD3nZFSoJnVJGixGpcFGz8MfOruf4ta9SIwArg5/P1CWYOWqkVjrYpIuko0Sb5lZlcD+5rZicClwEul7HMscB6wwMzmh8uuJkiOT5nZhcA3wJllD1uqAjXOEZF0l2iSvAq4EFhAMOj5q8BDJe3g7u+we0D0ojTFVjWm5CgimSLRJLkv8Ii7PwhgZjXCZduSFZhUPUqOIpJpEk2S04F+wNbw+b7AG0CvZAQlVYuSo4hkqkSTZB13jyRI3H1r2FdSpFTq8ygimSrRJPmjmXVx93kAZtYV2J68sKSqeHzWcmYt3UCPNg3V51FEMk6iSfI3wNNmtoqgMU5T4KykRSUZr2gVq/o8ikgmKjVJmlkWUBs4GmgbLl7i7ruSGZhklnizdKiKVUQyWalJ0t0LzOwed+9MMGWWSDHRQ8mBkqOIVA0Jt241s8HAc5p4WSKiS48aa1VEqqKsBLf7JfA0sNPMNpvZFjPbnMS4JANESo8A7ZrV131HEalyEp0qq16yA5HMoZk6RKS6SKgkaYFzzey68HlLM+ue3NAkXUUnSJUeRaQqS/Se5L1AAXACcCPByDv3AN2SFJekIZUgRaS6STRJ9nD3Lmb2EYC7/2BmtZMYl6SReMPKiYhUdYkmyV3hoOYOYGaNCUqWUgWpz6OISCDRJHkXMAVoYmZ/AYYA1yYtKkkp9XkUEQkk2rp1kpnNJZgH0oAz3P3TpEYmKaGxVkVEdisxSZpZHeAS4AiCCZfvd/e8yghMKpfGWhURKa60kuSjwC7gbeAU4GfAmGQHJZVHcz2KiMRXWpJs5+7ZAGb2MPBh8kOSyqS5HkVE4istSRbO9OHueWaW5HAkFdTnUUQkttKSZKeoMVoN2Dd8boC7e/2kRidJU3RgABERKa7EJOnuNSorEKkcGhhARCRxifaTlAynBjoiImWnJFkNPD5rOVdPWQAoOYqIlIWSZBVWtPR406BsJUcRkTJQkqzC1L1DRGTvKElWIUUHJteUViIieyehSZclM0RKjhGaFFlEZO8krSRpZo8AA4G17t4hXNYQmAy0BpYBZ7r7D8mKobrQZMgiIsmRzJLkRKB/kWVXAdPd/Uhgevhc9kKk5eqspRtUchQRqWBJK0m6+0wza11k8enAceHjR4EZwJXJiqEqijchslquiohUvMpuuHOwu68OH68BDo63oZmNAkYBtGqlD/9YgwFEfqvlqohIcqSsdau7u5l5CesfAB4AyM3NjbtdVaeRckREUqeyk+R3ZtbM3VebWTNgbSWfP2MoOYqIpF5lJ8kXgRHAzeHvFyr5/BlBw8iJiKSHZHYBeYKgkU4jM1sBXE+QHJ8yswuBb4Azk3X+TBZpmKPGOCIiqZXM1q3D4qzqm6xzZrro/o492jRUghQRSTENS5cGNMejiEh6UpJMITXOERFJb0qSKaRZOkRE0puSZAporFURkcygJFmJdO9RRCSzKEkmWfRYq7r3KCKSWZQkkyy6WlXJUUQksyhJJonuO4qIZD4lyQoSbwor3XcUEclcSpIVJLrUCLrvKCJSFShJ7oXo0qOqVUVEqp6sVAeQySKlR4B2zeqrWlVEpIpRSbIc1ChHRKR6UEmyHKITpEqPIiJVl0qS5aQSpIhI1ackWQZFq1lFRKRqU5JMgMZcFRGpnpQkS6D5HkVEqjclySI0ILmIiEQoSRahAclFRCRCSTKkvo8iIlJUtU+SapQjIiLxVPskGSk9qmpVRESKqrZJUtWrIiJSmmqZJB+ftZyrpywAVL0qIiLxVcskGenicdOgbFWviohIXNUqSUZXsfZo01AJUkRESpSSJGlm/YE7gRrAQ+5+czLPpxasIiJSHpWeJM2sBnAPcCKwAphtZi+6++JknVMtWEVEpDxSUZLsDnzp7l8DmNmTwOlAhSfJD+69mHobPy7o/dMAAAvFSURBVOX3O/PZr3YN2tduEJwlaelYJM2tWQBNs1MdhUjGSMWky82Bb6OerwiX7cHMRpnZHDObs27dur064X61a9Co7j57dQyRKqFpNmQPSXUUIhkjbRvuuPsDwAMAubm5Xp5jHHPpgxUak4iIVC+pKEmuBFpGPW8RLhMREUkrqUiSs4EjzayNmdUGzgZeTEEcIiIiJar06lZ3zzOzXwGvE3QBecTdF1V2HCIiIqVJyT1Jd38VeDUV5xYREUlUKqpbRUREMoKSpIiISBxKkiIiInEoSYqIiMRh7uXqp1+pzGwd8E05d28EfF+B4VSWTIw7E2OGzIw7E2OGzIw7E2OGIO793b1xqgPJZBmRJPeGmc1x99xUx1FWmRh3JsYMmRl3JsYMmRl3JsYMmRt3ulF1q4iISBxKkiIiInFUhyT5QKoDKKdMjDsTY4bMjDsTY4bMjDsTY4bMjTutVPl7kiIiIuVVHUqSIiIi5aIkKSIiEkdaJ0kz629mS8zsSzO7Kmr5CWY2z8wWmtmjZlZsoHYzO87MNpnZR+ExZprZwDSJ/2Ez+9jMPjGzZ8ysbox9R5rZ3ZUZb3jelmb2ppktNrNFZvabqHU5ZvaBmc03szlm1j3G/seZ2ctpEu9tZvZZ+D5PMbMDYuzf2sy2h68p8lO7hPNVyN/FzB4xs7VmtrDI8k5m9r6ZLTCzl8ysfpyY3cz+HLWskZntSvY1U0LcN4bv83wze8PMDinhGHeY2UozS/rnTwn/g33Dz5D5ZvaOmR0RY9+R4fvcL2rZGeGyIcmOXdKEu6flD8E0Wl8BhwG1gY+BdgSJ/VvgqHC7G4ALY+x/HPBy1PMcYBnQN5Xxh+vqR233N+CqGPuPBO5OwfveDOgSPq4HfB4V9xvAKeHjnwMzSnvfUxzvSUDN8PEtwC0x9m8NLCzD+Srk7wL8L9Cl6LkJ5lvtEz6+ALgxTsxfAx9FLRsNzC9LbJH3poLijr6mfw3cF2f/LIKBQT4Aji/jucsUbyn/g58DPwsfXwpMjPO3/gR4KGrZ5PB9HpKsa1o/6fWTziXJ7sCX7v61u+8EngROBw4Cdrr75+F2/wEGl3Ywd59PkFB/BWBmjc3sWTObHf4cGy6va2b/DL/Jf2JmpR67jPHj7pvDcxmwL1Bi6ykzO9XMZoWl4mlmdnC4fHz4zX6GmX1tZr8uZ6yF3H21u88LH28BPgWaR1YDkZJNA2BVKXF3D0tFH5nZe2bWNlw+0syeM7OpZvaFmd2ajHjd/Q13zws3/QBokehxzWz/8L39MIz/9KjVLcP3/Aszu76ccc8ENsRYdRQwM3xc0rW9DfjUzCKdxc8CnoqKv6Rr5jEzexd4rKLijlzTof2Jf00fBywC/gEMi4o3Etf74ft6cbj8ODN728xeBBaXMdy4/4Mkfi2/DXQ3s1oW1PgcQZAkI3GPCz8/FprZAxY43MzmRW1zZPRzySwpmU8yQc0JSowRK4AeBMND1TSzXHefAwwBWiZ4zHnA2PDxncAEd3/HzFoRTAL9M+A6YJO7ZwOY2YEVHD/hcf9JUBpbDPyulGO9Axzj7m5mFwF/iNrnaOB4glLUEjP7h7vvKmfMezCz1kBnYFa4aAzwupndTlAi6FXKIT4Densw0XY/4CZ2f+jnhMfeEcb9d3f/Ns5xyhtvtAsISgGxHG5mkQ++d939MuAa4L/ufoEF1bQfmtm0cJvuQAeCRDXbzF4Jr8WKsIjgg/x5YCglX9tPAmeb2XdAPsEHfaSas6Rrph3wP+6+vYJiBsDM/gL8P2ATwTUZyzDgCeAF4CYzqxV1vXYEjiFIsh+Z2Svh8i5AB3dfWsaQSvofvAh41cy2A5vD88biwDTgZIJk+iLQJmr93e5+A4CZPQYMdPeXLLjVkxN+OT8f+GcZY5c0kc4lyZjc3YGzgQlm9iGwheADIhEW9bgfcHf44fgiUD/8ptgPuCfqfD9USOBFuPv5BB9onxKUAkrSgiA5LSBI8u2j1r3i7jvc/XtgLXBwRcQXvhfPAmOiSgmjgd+6e0vgt8DDpRymAfB0eP9qQpG4p7v7Jnf/ieCLwqFJiDey7hogD5gUZ/ev3D0n/LksXHYScFV4fcwA6gCtwnX/cff1YZJ5DvifvYm9iAuAS81sLsEXn50lbDsVOJHg/6HoF4CSrpkXKzpBArj7NeG1MYmwxiaaBfd6fw48H/6NZhEkn4gX3H17eC2/SfBlBODDciTI0vwW+Lm7tyBIYH8rYdsnCd7jswkSfLTjwxL7AuAEdr/PDwHnm1kNgv/vxysyeKk86ZwkV7Lnt+gW4TLc/X137+3u3Qmqpj6PsX8snQmSEgSv/ZioD8fm7r61gmKHEuKPcPd8gn/A0qp0/07wjTUb+CXBB3bEjqjH+VRA7YCZ1SJIOJPc/bmoVSMIkgLA0+z+EIvnRuBNd+8AnEqS4i4hXsxsJDAQGB5+wUr4sMDgqOujlbtHrp2ix6mwzsbu/pm7n+TuXQk+kL8qYdudwFyCEuIzRVaXdM38WFHxxjGJ2Nf0ycABwAIzW0bw5WJY1Pp472t54435P2hmjYFO7h6pcZhMCbUi7v4hkA00irrNg5nVAe4luD+ZDTzI7vf5WeAUgmtvrruvL+drkBRL5yQ5GzjSzNqE30DPJijxYWZNwt/7AFcC95V2MDPrSFCVGiklvgFcHrU+J3z4H+CyqOXlrW6NGX94z+KI8NgGnEZQLVmSBuxOsCPKGU9CwpgeBj5196LfrlcBfcLHJwBflHK46LhHVlSM0UqK18z6E1Qznubu28p46NeBy8PjY2ado9adaGYNzWxf4Azg3XK/gCKiru0s4FpKv7b/Clzp7kXvE1baNQPBfbeop6cT+5oeBlzk7q3dvTVBteWJZrZfZD8zq2NmBxHcu5y9l2HF+wz5AWhgZkeF253I7i/P8VwFXF1kWSQhfh/WZBS2eA1rSF4nuPeqqtYMlrZJMmxw8SuCC+1T4Cl3XxSuHmtmnxK0PHvJ3f8b5zC9w4YLSwiS46/dfXq47tdArgWNcxYDl4TL/wwcGN6I/5j491bKG78Bj4bVMwsIWmfeEOMQNdld2hpPUG05l+RP2XMscB5wgu3uEvHzcN3FwF/D9+UmYFSM/aPjvhX4PzP7iOTd/y4p3rsJqiz/Ey4v9ctUlBuBWsAnZrYofB7xIUFJ4RPg2fLcjzSzJ4D3gbZmtsLMLgxXDTOzzwmSzCpK+YB190Xu/miMVeNJwjVTQtw3h/8znxBUVf+myH77Af2ByH1G3P1Hgnunp4aLPiGoZv2AoFVviQ3DShPvfzBcfjHwbHgtn8futgrxjvWau79ZZNlGgtLjwvAcRZP6JKCA4Au5ZCgNS5emzGwC8IW735vqWMrCgn6Kzd39D6mORTKHmY0Htrr77amOpaKY2e+BBu5+XapjkfJL59at1ZaZvUbQr2t8ikMpEzN7mKDV55mpjkUklcxsCnA4wW0JyWAqSYqIiMSRtvckRUREUk1JUkREJA4lSRERkTiUJEWKMLP8sMvIIgtma/mdlTJjhQUzc5xTWTGKSOVQkhQpbns4yk57go7mpwClDWTeGlCSFKli1LpVpAgz2+rudaOeH0bQUbwRwRizjxEMwg3wK3d/z8w+IBggfynwKHAXcDPByDH7APe4+/2V9iJEpEIoSYoUUTRJhss2Am0JBtQvcPefwqHYnnD3XDM7Dvi9uw8Mtx8FNHH3P4fDJ74LDE3CQN0ikkQaTECkbGoRzB6TQzAw+1FxtjsJ6Gi7Z7BvABxJUNIUkQyhJClSirC6NZ9gKrLrge+ATgT39H+Ktxtwubu/XilBikhSqOGOSAnCaZXuI5h2yglKhKvdvYBgYOwa4aZbCAZTj3gdGB1O44WZHWVm+yMiGUUlSZHi9g0nW65FMFnzY+yelPdegtkj/h/BpMeRuQ4/AfLDWSUmAncStHidF063tY5gWi0RySBquCMiIhKHqltFRETiUJIUERGJQ0lSREQkDiVJERGROJQkRURE4lCSFBERiUNJUkREJI7/D/q34DyNSs+zAAAAAElFTkSuQmCC\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -9927,7 +10545,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -9951,7 +10569,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAckAAAEGCAYAAAAOgW4QAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nO3deXhU5fn/8ffNoqAQFEGgLIILUCAQIIDgl6ICioJaC6hI/YEbLq0ttV+KdaW17detRa1aiytSVBTFXVQoiLssoiCKiqCyBALKrizJ/fvjnMQhmZlMQiaTST6v68qVmbPeMzmZe57lPI+5OyIiIlJcjVQHICIiUlkpSYqIiMSgJCkiIhKDkqSIiEgMSpIiIiIx1Ep1AIlo1KiRt27dOtVhiIiklYULF25098apjiOdpUWSbN26NQsWLEh1GCIiacXMvkp1DOlO1a0iIiIxKEmKiIjEoCQpIiISQ1q0SYqISOWwcOHCw2vVqnU/0ImqUdDKB5bu3bv3ou7du28oulJJUkREElarVq37mzZt+tPGjRt/V6NGjbQf/Ds/P99yc3M75OTk3A+cXnR90r4FmFk7M1sc8bPVzMaaWUMze83MPg9/H5qsGEREpNx1aty48daqkCABatSo4Y0bN95CUDIuvj5ZJ3b35e6e5e5ZQHdgJzADuAqY7e7HALPD5yIikh5qVJUEWSB8PVHzYUXVJ/cHVrj7V8AZwORw+WTg5xUUg4iISKlUVJI8B3gsfNzE3deFj3OAJtF2MLMxZrbAzBbk5uZWRIwiIiL7SHqSNLMDCBpDnyy6zoMZn6MW2919krtnu3t248YaVUlERCpeRZQkTwEWufv68Pl6M2sGEP4u1uVWREQkluXLlx9w5JFHdjznnHOOOProozsed9xxx2zfvt3efvvtul26dGnftm3bDgMHDjwqNze35v6eqyJuARnBj1WtAM8Bo4Cbwt/PVkAMIiJSzsZN/7DlZznbDirPY7ZtWn/nrcO6fFPSdl9//XWd//znP1/26dPnq1NPPfXIRx555NDbb7+96cSJE78ePHjw9rFjx/5k/PjxP3nwwQdLPFY8SS1JmtnBwEDg6YjFNwEDzexzYED4XEREJGHNmzff1adPn+8BunbtunPFihUHbtu2rebgwYO3A1x88cWb3n333Xr7e56kliTdfQdwWJFlmwh6u4qISBpLpMSXLAcccEBhf5aaNWv65s2bayfjPFVhSCEREanmGjRokJeRkZE3c+bMegAPPPDAYb17996+v8dVkhQRkSrhoYceWjl+/PgWbdu27fDRRx/Vvemmm9bu7zE1dquISDIteAiWTC/bvk0z4RR12yiqXbt2uz///POPC57/+c9/Lrh7gg8//PDT8jyXSpIiIsm0ZDrkLEl1FFJGKkmKiCRb00w4/8VURyFloJKkiIhIDEqSIiIiMShJioiIxKAkKSIiEoOSpIiISAxKkiIiIjHoFhAREUkrY8eO/UnDhg33Xn/99RsArrjiiuaHH374nt27d9uMGTMa7t692wYPHrx54sSJa7du3Vrj9NNPP3LdunUH5Ofn2x/+8Ie1F1988XeJnktJUkREyuaZX7Vkw7JynSqLwzvs5Od3xx04/bLLLtt45plnHnX99ddvyMvL45lnnjn0+uuvX/Pf//4346OPPvrE3RkwYMDRL7/8cr3169fXatq06Z65c+d+AbBp06ZSzTGp6lYREUkr7dq1233IIYfsfeutt+rOmDEjo2PHjjvnz59/8Lx58zI6dOjQoWPHjh1WrFhR59NPP63TrVu37994442Myy67rPnMmTPrHXbYYXmlOZdKkiIiUjYllPiS6fzzz994//33N9qwYUPt888/f9OsWbPqjx07dt24ceM2Ft120aJFy5566qkG1113XfNZs2Ztve2229Yleh6VJEVEJO2cd955m+fMmdPgww8/PHjo0KFbTjnllK1TpkxptGXLlhoAK1eurL1mzZpaq1atql2/fv38yy+//Nsrr7wyZ/HixaWqHlZJUkRE0k6dOnW8T58+Ww855JC8WrVq8Ytf/GLrxx9/XKdHjx7tAQ466KD8qVOnrvz0008P/OMf/9iiRo0a1KpVy++5556vSnMeJUkREUk7eXl5LFq0qN6TTz65omDZddddt+G6667bELldx44ddw0dOnRZWc+j6lYREUkrCxcurHPEEUdk9u3bd2tmZuauZJ4rqSVJMzsEuB/oBDhwAbAcmAa0BlYBZ7l7wvesiIhI9da9e/cfVq9eXSGTdCa7JHkHMNPd2wNdgE+Aq4DZ7n4MMDt8LiIi6SE/Pz/fUh1EeQpfT360dUlLkmbWAPgZ8ACAu+92983AGcDkcLPJwM+TFYOIiJS7pbm5uQ2qSqLMz8+33NzcBsDSaOuTWd3aBsgFHjKzLsBC4LdAE3cvuEclB2gSbWczGwOMAWjVqlUSwxQRkUTt3bv3opycnPtzcnI6UTX6teQDS/fu3XtRtJXJTJK1gG7AFe7+npndQZGqVXd3M/NoO7v7JGASQHZ2dtRtRESkYnXv3n0DcHqq46goyfwWsBpY7e7vhc+nEyTN9WbWDCD8vSHG/iIiIimVtCTp7jnAN2bWLlzUH1gGPAeMCpeNAp5NVgwiIiL7I9mDCVwBTDWzA4AvgfMJEvMTZnYh8BVwVpJjEBERKZOkJkl3XwxkR1nVP5nnFRERKQ9VoWeSiIhIUihJioiIxKAkKSIiEoOSpIiISAxKkiIiIjEoSYqIiMSgJCkiIhKDkqSIiEgM1SJJ1qtXL+76zZs3c88995T5+Lfffjs7d+4s8/7lacKECdx2220AjB49munTp+/X8ebOncuQIUP26xgPP/wwa9eu3e843n777f06hohIaVWLJFmSdEuSeXl5FXau/ZWXl5dwkty7d2/MdUqSIpIK1SpJbt++nf79+9OtWzcyMzN59tlgbPWrrrqKFStWkJWVxbhx4wC49dZb6dGjB507d+aGG24AYMeOHQwePJguXbrQqVMnpk2bxp133snatWs54YQTOOGEE4qdc/bs2XTt2pXMzEwuuOACdu3axcyZMxk+fHjhNpGltVdffZXevXvTrVs3hg8fzvbt2wFo3bo148ePp1u3bjz55JPcd9999OjRgy5dujB06NBSJekvvviCAQMG0KVLF7p168aKFStwd8aNG0enTp3IzMxk2rRp+7xvw4YNo3379owcORJ3j/naisb62GOPsWDBAkaOHElWVhbff//9PrEcf/zxjB07luzsbO644w6ef/55evXqRdeuXRkwYADr169n1apV3HvvvUycOJGsrCzeeOMNcnNzGTp0KD169KBHjx689dZbCb9+EZGEuXul/+nevbvvj4MPPtjd3ffs2eNbtmxxd/fc3Fw/6qijPD8/31euXOkdO3Ys3P6VV17xiy++2PPz8z0vL88HDx7sr7/+uk+fPt0vuuiiwu02b97s7u5HHHGE5+bmFjvv999/7y1atPDly5e7u/t5553nEydO9D179njLli19+/bt7u5+6aWX+pQpUzw3N9f79u1buPymm27yP/3pT4XnuPnmmwuPvXHjxsLH11xzjd95553u7n7DDTf4rbfe6u7uo0aN8ieffLJYXD179vSnn366MMYdO3b49OnTfcCAAb53717Pycnxli1b+tq1a33OnDmekZHh33zzjefl5fmxxx7rb7zxRszXFi3Wfv36+fz586P+bfr16+eXXXZZ4fNvv/3W8/Pz3d39vvvu8yuvvLLY63J3HzFihL/xxhvu7v7VV195+/btox5fJOUePDX4SQFggVeCz/B0/kn2LCCVirtz9dVXM2/ePGrUqMGaNWtYv359se1effVVXn31Vbp27QoEJanPP/+cvn378vvf/57x48czZMgQ+vbtG/d8y5cvp02bNrRt2xaAUaNGcffddzN27FgGDRrE888/z7Bhw3jxxRe55ZZbeP3111m2bBnHHXccALt376Z3796Fxzv77LMLHy9dupRrr72WzZs3s337dk4++eSE3oNt27axZs0azjzzTADq1KkDwJtvvsmIESOoWbMmTZo0oV+/fsyfP5+MjAx69uxJixYtAMjKymLVqlXUr18/5msrGmtJIrddvXo1Z599NuvWrWP37t20adMm6j6zZs1i2bJlhc+3bt3K9u3bS2x/FhEpjWqVJKdOnUpubi4LFy6kdu3atG7dmh9++KHYdu7OH//4Ry655JJi6xYtWsRLL73EtddeS//+/bn++uvLFMs555zDXXfdRcOGDcnOzqZ+/fq4OwMHDuSxxx6Lus/BBx9c+Hj06NE888wzdOnShYcffpi5c+eWKY5EHHjggYWPa9asGbftsEBkrKXZ9oorruDKK6/k9NNPZ+7cuUyYMCHqPvn5+bz77ruFSV5EJBmqVZvkli1bOPzww6lduzZz5szhq6++AqB+/fps27atcLuTTz6ZBx98sLA9cM2aNWzYsIG1a9dy0EEH8ctf/pJx48axaNGiqPsXaNeuHatWreKLL74AYMqUKfTr1w+Afv36sWjRIu677z7OOeccAI499ljeeuutwu137NjBZ599FvW1bNu2jWbNmrFnzx6mTp2a8HtQv359WrRowTPPPAPArl272LlzJ3379mXatGnk5eWRm5vLvHnz6NmzZ8zjxHtt0c4Z7f2JZsuWLTRv3hyAyZMnxzzGSSedxD//+c/C54sXL07o+CIipVFikjSzFmb2v2b2rJnNN7N5ZnaPmQ02s7RKsiNHjmTBggVkZmbyyCOP0L59ewAOO+wwjjvuODp16sS4ceM46aSTOPfcc+nduzeZmZkMGzaMbdu2sWTJEnr27ElWVhZ/+tOfuPbaawEYM2YMgwYNKtZxp06dOjz00EMMHz6czMxMatSowaWXXgoEJbIhQ4bw8ssvF3baady4MQ8//DAjRoygc+fO9O7dm08//TTqa7nxxhvp1asXxx13XOHrSNSUKVO488476dy5M3369CEnJ4czzzyTzp0706VLF0488URuueUWmjZtGvMY8V5bUaNHj+bSSy+N2nGnqAkTJjB8+HC6d+9Oo0aNCpefdtppzJgxo7Djzp133smCBQvo3LkzHTp04N577y3VeyAikgjzsKdi1JVmDwHNgReABcAGoA7QFjgB6A5c5e7zkhlkdna2L1iwIJmnEBFJjocGB7/Pf7HCT21mC9092sT3kqCS2iT/7u5LoyxfCjxtZgcArco/LBERkdSLmyQjE6SZ1QVaufvyiPW7gS+SF15g06ZNPPzww/ss69ixIz169IjZJpeVlUVWVhY7d+7kiSeeKLY+OzubTp06sWXLFmbMmFFsfe/evWnXrh0bN27khRdeKLb+Zz/7GUceeSQ5OTnMnDmz2Pr+/fvTsmVLvvnmG2bPnl1s/aBBg2jatClffvkl8+YVL4gPGTKERo0asXz5ct55551i688880waNGjA0qVLiVbKPuusszjooINYvHhx1Pa6kSNHUrt2bebPn8/HH39cbP3o0aMBePvtt4u1i9aqVYtf/vKXALz++uusXLlyn/V169Yt7LE6a9YsVq9evc/6jIwMfvGLXwAwc+ZMcnJy9ll/2GGHcdpppwHw/PPPs2nTpn3WN23alEGDBgHw9NNPs3Xr1n3Wt2jRggEDBgAwbdq0YlW8bdq0KWw//c9//lOsI1Lbtm3p06cPQLHrDnTt6dor5bX3ZhiDPZzwtffoe19z+z2T+Mmhdfl5VvPC9ft77UnpJdSmaGanA4uBmeHzLDN7LoH9VpnZEjNbbGYLwmUNzew1M/s8/H3o/rwAEZGq5tnFa/hy445UhyGU0CZZuJHZQuBEYK67dw2XLXH3zBL2WwVku/vGiGW3AN+6+01mdhVwqLuPj3cctUmKSNoqRZvko+99zbOL17Bs3VY6NMtg2iW9S9wnHrVJ7r9E75Pc4+5bzCxyWcnZNbozgOPDx5OBuUDcJCkiUhUVJMUC7638FoBebRpyRkQ1q6ROoknyYzM7F6hpZscAvwESGW3agVfNzIF/u/skoIm7rwvX5wBNShu0iEg6ipcUC36fkdWcc3upP2RlkWiSvAK4BtgFPAq8Avwlgf3+x93XmNnhwGtmts9Nf+7uYQItxszGAGMAWrXSBSMi6e3R977m6hlLACXFdJJokmzv7tcQJMqEufua8PcGM5sB9ATWm1kzd19nZs0I7r2Mtu8kYBIEbZKlOa+ISGWxftsPbNy+i6uXBwnyb2dmKimmkURHzPm7mX1iZjeaWadEdjCzg82sfsFj4CSC+yufA0aFm40Cni1lzCIild6j733N2f9+h5Ubd7Dth730atNQCTINJVSSdPcTzKwpcBbwbzPLAKa5e7wq1ybAjLCzTy3gUXefaWbzgSfM7ELgq/CYIiJVQkG7Y0F7Y/2MWjSqd+B+91SV1Eh4FhB3zwHuNLM5wB+A64nTLunuXwJdoizfBPQvfagiIpVTZIecoj1UOy5rkMrQZD8llCTN7KfA2cBQYBMwDfh9EuMSEUkbkfc2FuuMsyz+vlK5JVqSfJAgMZ7s7muTGI+ISKVX9FaO8rr5XyqfRNsk9ZcXkWqrpPsbOzTL0M3/VVTcJGlmT7j7WWa2hH1H2DGC2xw7JzU6EZFKILI6FXR/Y3VSUknyt+HvIckORESkMoksPao6tfoqaaqsguHjLi86CLmZ3YzGXBWRKqboLRy92jRUdWo1lmjHnYEUT4inRFkmIpKWoiVHValKSW2SlwGXA0ea2UcRq+oDbyUzMBGRiqDkKPGUVJJ8FHgZ+D/gqojl29z926RFJSKSZEqOkoiS2iS3AFuAEQDhbB51gHpmVs/dv05+iCIi5SPeyDhKjhJNoiPunAb8A/gJwawdRwCfAB2TF5qISPmIVmpUcpREJNpx5y/AscAsd+9qZicAv0xeWCIi+09VqrK/Ek2Se9x9k5nVMLMa7j7HzG5PamQiImWk5CjlJdEkudnM6gHzgKlmtgHYkbywRERKT8lRyluiSfIM4Afgd8BIoAHw52QFJSJSWo++9zVXz1gCKDlK+Ul0gPPIUuPkJMUiIlJqRUuPfzszU8lRyk1JgwlsY9+BzQtXEQxwnpGUqEREYog3I4dKj1LeSrpPsn5FBSIiEk+09saC30qOkiyJ3icZ9erTYAIikmzqjCOplGjHnRcjHtcB2gDL0WACIpJE6owjqZZox53MyOdm1o1g4PMSmVlNYAGwxt2HmFkb4HHgMGAhcJ677y5V1CJSJcVqb1RnHEmVGmXZyd0XAb0S3Py3BEPYFbgZmOjuRwPfAReWJQYRqXqeXbyGZeu2Fj7v1aahEqSkVKJtkldGPK0BdAPWJrBfC2Aw8FfgSjMz4ETg3HCTycAE4F+JhywiVU1BCXLZuq10aJbBtEt6pzokESDxNsnIXq57Cdoon0pgv9uBP0Tsfxiw2d33hs9XA1Gn+zazMcAYgFat9C1SpKqJNyOHSGWRaJvkn0p7YDMbAmxw94Vmdnxp93f3ScAkgOzs7Gj3aopIGtKMHJJOEq1uzQauIZgiq3Afd+8cZ7fjgNPN7FSCHrEZwB3AIWZWKyxNtgDWxDmGiFQxBdWqSoySDhKtbp0KjAOWAPmJ7ODufwT+CBCWJP/X3Uea2ZPAMIIerqOAZ0sZs4ikgaI9VQuo3VHSSaJJMtfdnyunc44HHjezvwAfAA+U03FFpBKINTJOgQ7NMtTuKGkj0SR5g5ndD8wGdhUsdPenE9nZ3ecCc8PHXwI9SxWliKQF3fwvVU2iSfJ8oD1Qmx+rWx1IKEmKSNWmmTikqko0SfZw93ZJjURE0o7GVZWqLtEk+baZdXD3ZUmNRkTSgpKjVBeJJsljgcVmtpKgTbJgPsl4t4CISBWj5CjVTaJJclBSoxCRSk3JUaqrRJOkRrwRqabUY1Wqs9LMJ+kE1ayaT1KkGlCPVZEKmE9SRNJDrLkcVXqU6izRkuQ+3H2RmSU6n6SIpIHIqapAyVEEkjyfpIhUbpGlR42pKlJcsueTFJFKKFpvVY2pKlJc0uaTFJHKR7dyiJROotWtrwHD3X1z+PxQ4HF3PzmZwYlUSQsegiXTU3LqLuu2cMzuPA7KqEmjegfS5IA6sIzgR5IjZwk0zSx5O6mUaiS4XeOCBAng7t8BhycnJJEqbsn04IMzRQ46oCYdmzWgSf06KYuhWmmaCZnDUh2FlFGibZJ5ZtbK3b8GMLMj0AADImXXNBPOfzHppyl6W8ey3WHnnPPVOUckEYkmyWuAN83sdYIBBfoCY5IWlYjsl1gTH6tzjkjpJNpxZ2Y4gMCx4aKx7r4xeWGJSFlpGDmR8hM3SZpZa3dfBRAmxReKrDegubuvTlqEIhJXrJFyNIycyP4rqSR5q5nVAJ4FFgK5BGO3Hg2cAPQHbgCUJEUqWKwqVZUeRcpP3CTp7sPNrAMwErgAaAbsBD4BXgL+6u4/RNvXzOoA84ADw/NMd/cbzKwN8DhwGEHiPc/dd5fT6xGp8nSvo0jFKbFN0t2XEXTcKa1dwInuvt3MahN0/HkZuBKY6O6Pm9m9wIXAv8pwfJFqRclRpOKVaYDzRLi7A9vDp7XDHwdOBM4Nl08GJqAkKRKXOuOIpEbSkiSAmdUkqFI9GrgbWAFsdve94Sargaj90c1sDOFtJq1a6cNAqifN6SiSWklNku6eB2SZ2SHADKB9KfadBEwCyM7O1sAFUq2oalWkckh07NbZ7t6/pGWxuPtmM5sD9AYOMbNaYWmyBbAm/t4iVZ8mPBapnEq6T7IOcBDQKBzU3MJVGcSoJo3YtzGwJ0yQdYGBwM3AHGAYQQ/XUQS3l4hUO5GJUbdxiFROJZUkLwHGAj8haFssSJJbgbtK2LcZMDlsl6wBPOHuL5jZMuBxM/sL8AHwQFmDF0lH67f9wMbtu7h6+Y8dcZQURSqnku6TvAO4w8yucPd/lubA7v4R0DXK8i+BnqWKUqQKKCg5/m7jDkClRZF0kOjYrf80sz5A68h93P2RJMUlUmUU7YRTP6MWjeodyLRLNBOHSGWXaMedKcBRwGIgL1zsgJKkSBSx2hvPyGpOx2UNUhmaiJRCoreAZAMdwgECRCSGaLduFKtWXZbCAEWkVBJNkkuBpsC6JMYiknZ064ZI1ZZokmwELDOz9wnGZAXA3U9PSlQilZxm4BCpHhJNkhOSGYRIutBIOCLVS6K9W183syOAY9x9lpkdBNRMbmgilYsGGRepfhLt3XoxwWDjDQl6uTYH7iWYdFmkStMg4yLVV6LVrb8iGADgPQB3/9zMDk9aVCKVgKpWRSTRJLnL3XebBaPSmVktgvskRaocJUcRKZBoknzdzK4G6prZQOBy4PnkhSVS8ZQcRaSoRJPkVcCFwBKCQc9fAu5PVlAiFU2dckQkmkSTZF3gQXe/DyCc2aMusDNZgYkkU6xBANQpR0QiJZokZwMDgO3h87rAq0CfZAQlkiwaBEBESiPRJFnH3QsSJO6+PbxXUiQtqL1RRMoi0SS5w8y6ufsiADPrDnyfvLBEyoeSo4jsj0ST5G+BJ81sLWAEg52fnbSoRPZDvGmqlBxFpDRKTJJmVgM4AGgPtAsXL3f3PckMTKS0EpqmSkSkFEpMku6eb2Z3u3tXgimzRCoFTVMlIsmWcO9WMxsKPJ3oxMtm1hJ4BGhCMDrPJHe/w8waAtOA1sAq4Cx3/660gUv1VvS+xoLfSo4iUp4STZKXAFcCeWb2PUG7pLt7Rpx99gK/d/dFZlYfWGhmrwGjgdnufpOZXUUwUMH4Mr8CqVY02LiIVKREp8qqX9oDu/s6YF34eJuZfUIwe8gZwPHhZpOBuShJSgnUS1VEUiHRqbIMGAm0cfcbw6rUZu7+foL7twa6Eswi0iRMoAA5BNWxIlEpOYpIKiVa3XoPkA+cCNxIMPLO3UCPknY0s3rAU8BYd99aMJMIBPW1Zha1jdPMxhDMYUmrVvpArC7UGUdEKpNEk2Qvd+9mZh8AuPt3ZnZASTuZWW2CBDnV3Z8OF683s2buvs7MmgEbou3r7pOASQDZ2dmalqsaUGccEalsEk2Se8JBzR3AzBoTlCxjCqtoHwA+cfd/RKx6DhgF3BT+fra0QUvVos44IlJZJZok7wRmAIeb2V+BYcC1JexzHHAesMTMFofLriZIjk+Y2YXAV8BZpY5a0pqqVEUkXSTau3WqmS0E+hPc/vFzd/+khH3eDLeNpn+popQqQTNwiEi6iZskzawOcClwNMGEy/92970VEZhUHeqhKiLpqqSS5GRgD/AGcArwU2BssoOSqqNoZxwlRxFJJyUlyQ7unglgZg8ACd0XKaLOOCJSFZSUJAtn+nD3vZH3OIpEUmccEamKSkqSXcxsa/jYgLrh80TGbpVq5NnFa1i2bisdmgWXhJKjiFQFcZOku9esqEAk/USWHgsS5LRLeqc4KhGR8pPofZIihaL1Vu3QLIMzspqnODIRkfKlJCkJ060cIlLdKElKiZQcRaS6UpKUYtRTVUQkoCQpxainqohIQElS9vHoe1/z3spv6dWmoXqqiki1pyRZzcWqWlVPVRERJclqT1WrIiKxKUlWUwUlSA0CICISm5JkNRPrdg4RESlOSbKa0L2OIiKlpyRZDWhORxGRslGSrMI0p6OIyP5RkqyCVLUqIlI+kpYkzexBYAiwwd07hcsaAtOA1sAq4Cx3/y5ZMVQXGkZORCQ5aiTx2A8Dg4osuwqY7e7HALPD57IfCtobCxIjBMnxb2dmMu2S3kqQIiL7IWklSXefZ2atiyw+Azg+fDwZmAuMT1YMVVGsUqPaG0VEyl9Ft0k2cfd14eMcoEmsDc1sDDAGoFUrffhHa2cs+K0qVRGR5EhZxx13dzPzOOsnAZMAsrOzY25X1akTjohI6lR0klxvZs3cfZ2ZNQM2VPD504aSo4hI6lV0knwOGAXcFP5+toLPnxZ087+ISOWQzFtAHiPopNPIzFYDNxAkxyfM7ELgK+CsZJ0/nagzjohI5ZTM3q0jYqzqn6xzpht1xhERqdw04k4KqL1RRCQ9KEmmQME8jkqOIiKVm5JkBdJExyIi6UVJMskiO+VoomMRkfSiJFnO4g02rupVEZH0oiRZDmKVFgt+KzGKiKQnJcn9EHrGaykAAAyoSURBVK2XqpKiiEjVoSS5H9RLVUSkalOSLAP1UhURqR6SOelylRWZINVLVUSk6lJJshRUghQRqV6UJBMQaxg5ERGp2pQk49AYqyIi1ZuSZBHxRshRchQRqV6UJEO651FERIqq9klSVaoiIhJLtU2SSo4iIlKSapskNVqOiIiUpFomyUff+5r3Vn5LrzYNda+jiIjElJIkaWaDgDuAmsD97n5TRZy3aBWr7nUUEZF4KjxJmllN4G5gILAamG9mz7n7smSdU+2PIiJSFqkoSfYEvnD3LwHM7HHgDKDck+S791xM/c2fcOQPe/kdUD+jFo3qHUiTA+oEZ0taWhaJI2cJNM1MdRQikoBUJMnmwDcRz1cDvYpuZGZjgDEArVrtX4mvfp0wOdavs1/HESkXTTMhc1iqoxCRBFTajjvuPgmYBJCdne1lOcaxl99XrjGJiEj1koqpstYALSOetwiXiYiIVCqpSJLzgWPMrI2ZHQCcAzyXgjhERETiqvDqVnffa2a/Bl4huAXkQXf/uKLjEBERKUlK2iTd/SXgpVScW0REJFGpqG4VERFJC0qSIiIiMShJioiIxKAkKSIiEoO5l+k+/QplZrnAV2XcvRGwsRzDqSjpGHc6xgzpGXc6xgzpGXc6xgxB3Ae7e+NUB5LO0iJJ7g8zW+Du2amOo7TSMe50jBnSM+50jBnSM+50jBnSN+7KRtWtIiIiMShJioiIxFAdkuSkVAdQRukYdzrGDOkZdzrGDOkZdzrGDOkbd6VS5dskRUREyqo6lCRFRETKRElSREQkhkqdJM1skJktN7MvzOyqiOUnmtkiM1tqZpPNrNhA7WZ2vJltMbMPwmPMM7MhlST+B8zsQzP7yMymm1m9KPuONrO7KjLe8LwtzWyOmS0zs4/N7LcR67LM7F0zW2xmC8ysZ5T9jzezFypJvLea2afh+zzDzA6Jsn9rM/s+fE0FPwfEOV+5/F3M7EEz22BmS4ss72Jm75jZEjN73swyYsTsZvaXiGWNzGxPsq+ZOHHfGL7Pi83sVTP7SZxj3G5ma8ws6Z8/cf4H+4efIYvN7E0zOzrKvqPD93lAxLKfh8uGJTt2qSTcvVL+EEyjtQI4EjgA+BDoQJDYvwHahtv9Gbgwyv7HAy9EPM8CVgH9Uxl/uC4jYrt/AFdF2X80cFcK3vdmQLfwcX3gs4i4XwVOCR+fCswt6X1PcbwnAbXCxzcDN0fZvzWwtBTnK5e/C/AzoFvRcxPMt9ovfHwBcGOMmL8EPohYdhmwuDSxFbw35RR35DX9G+DeGPvXIBgY5F3ghFKeu1TxlvA/+Bnw0/Dx5cDDMf7WHwH3RyybFr7Pw5J1Teuncv1U5pJkT+ALd//S3XcDjwNnAIcBu939s3C714ChJR3M3RcTJNRfA5hZYzN7yszmhz/HhcvrmdlD4Tf5j8ysxGOXMn7cfWt4LgPqAnF7T5nZaWb2XlgqnmVmTcLlE8Jv9nPN7Esz+00ZYy3k7uvcfVH4eBvwCdC8YDVQULJpAKwtIe6eYanoAzN728zahctHm9nTZjbTzD43s1uSEa+7v+rue8NN3wVaJHpcMzs4fG/fD+M/I2J1y/A9/9zMbihj3POAb6OsagvMCx/Hu7Z3Ap+YWcHN4mcDT0TEH++amWJmbwFTyivugms6dDCxr+njgY+BfwEjIuItiOud8H29OFx+vJm9YWbPActKGW7M/0ESv5bfAHqaWW0LanyOJkiSBXFfH35+LDWzSRY4yswWRWxzTORzSS8pmU8yQc0JSowFVgO9CIaHqmVm2e6+ABgGtEzwmIuAceHjO4CJ7v6mmbUimAT6p8B1wBZ3zwQws0PLOX7C4z5EUBpbBvy+hGO9CRzr7m5mFwF/iNinPXACQSlquZn9y933lDHmfZhZa6Ar8F64aCzwipndRlAi6FPCIT4F+now0fYA4G/8+KGfFR57Vxj3P939mxjHKWu8kS4gKAVEc5SZFXzwveXuvwKuAf7r7hdYUE37vpnNCrfpCXQiSFTzzezF8FosDx8TfJA/Awwn/rX9OHCOma0H8gg+6AuqOeNdMx2A/3H378spZgDM7K/A/wO2EFyT0YwAHgOeBf5mZrUjrtfOwLEESfYDM3sxXN4N6OTuK0sZUrz/wYuAl8zse2BreN5oHJgFnEyQTJ8D2kSsv8vd/wxgZlOAIe7+vAVNPVnhl/PzgYdKGbtUEpW5JBmVuztwDjDRzN4HthF8QCTCIh4PAO4KPxyfAzLCb4oDgLsjzvdduQRehLufT/CB9glBKSCeFgTJaQlBku8Yse5Fd9/l7huBDUCT8ogvfC+eAsZGlBIuA37n7i2B3wEPlHCYBsCTYfvVxCJxz3b3Le7+A8EXhSOSEG/BumuAvcDUGLuvcPes8OdX4bKTgKvC62MuUAdoFa57zd03hUnmaeB/9if2Ii4ALjezhQRffHbH2XYmMJDg/6HoF4B418xz5Z0gAdz9mvDamEpYYxPJgrbeU4Fnwr/RewTJp8Cz7v59eC3PIfgyAvB+GRJkSX4HnOruLQgS2D/ibPs4wXt8DkGCj3RCWGJfApzIj+/z/cD5ZlaT4P/70fIMXipOZU6Sa9j3W3SLcBnu/o6793X3ngRVU59F2T+argRJCYLXfmzEh2Nzd99eTrFDnPgLuHsewT9gSVW6/yT4xpoJXELwgV1gV8TjPMqhdsDMahMknKnu/nTEqlEESQHgSX78EIvlRmCOu3cCTiNJcceJFzMbDQwBRoZfsBI+LDA04vpo5e4F107R45Tbzcbu/qm7n+Tu3Qk+kFfE2XY3sJCghDi9yOp418yO8oo3hqlEv6ZPBg4BlpjZKoIvFyMi1sd6X8sab9T/QTNrDHRx94Iah2nEqRVx9/eBTKBRRDMPZlYHuIegfTITuI8f3+engFMIrr2F7r6pjK9BUqwyJ8n5wDFm1ib8BnoOQYkPMzs8/H0gMB64t6SDmVlngqrUglLiq8AVEeuzwoevAb+KWF7W6tao8YdtFkeHxzbgdIJqyXga8GOCHVXGeBISxvQA8Im7F/12vRboFz4+Efi8hMNFxj26vGKMFC9eMxtEUM14urvvLOWhXwGuCI+PmXWNWDfQzBqaWV3g58BbZX4BRURc2zWAayn52v47MN7di7YTVtg1A0G7W8TTM4h+TY8ALnL31u7emqDacqCZHVSwn5nVMbPDCNou5+9nWLE+Q74DGphZ23C7gfz45TmWq4CriywrSIgbw5qMwh6vYQ3JKwRtr6pqTWOVNkmGHS5+TXChfQI84e4fh6vHmdknBD3Pnnf3/8Y4TN+w48JyguT4G3efHa77DZBtQeecZcCl4fK/AIeGDfEfErttpazxGzA5rJ5ZQtA7889RDlGLH0tbEwiqLReS/Cl7jgPOA060H2+JODVcdzHw9/B9+RswJsr+kXHfAvyfmX1A8tq/48V7F0GV5Wvh8hK/TEW4EagNfGRmH4fPC7xPUFL4CHiqLO2RZvYY8A7QzsxWm9mF4aoRZvYZQZJZSwkfsO7+sbtPjrJqAkm4ZuLEfVP4P/MRQVX1b4vsdxAwCChoZ8TddxC0nZ4WLvqIoJr1XYJevXE7hpUk1v9guPxi4KnwWj6PH/sqxDrWy+4+p8iyzQSlx6XhOYom9alAPsEXcklTGpaukjKzicDn7n5PqmMpDQvuU2zu7n9IdSySPsxsArDd3W9LdSzlxcz+F2jg7telOhYpu8rcu7XaMrOXCe7rmpDiUErFzB4g6PV5VqpjEUklM5sBHEXQLCFpTCVJERGRGCptm6SIiEiqKUmKiIjEoCQpIiISg5KkSBFmlhfeMvKxBbO1/N5KmLHCgpk5zq2oGEWkYihJihT3fTjKTkeCG81PAUoayLw1oCQpUsWod6tIEWa23d3rRTw/kuBG8UYEY8xOIRiEG+DX7v62mb1LMED+SmAycCdwE8HIMQcCd7v7vyvsRYhIuVCSFCmiaJIMl20G2hEMqJ/v7j+EQ7E95u7ZZnY88L/uPiTcfgxwuLv/JRw+8S1geBIG6haRJNJgAiKlU5tg9pgsgoHZ28bY7iSgs/04g30D4BiCkqaIpAklSZEShNWteQRTkd0ArAe6ELTp/xBrN+AKd3+lQoIUkaRQxx2ROMJple4lmHbKCUqE69w9n2Bg7JrhptsIBlMv8ApwWTiNF2bW1swORkTSikqSIsXVDSdbrk0wWfMUfpyU9x6C2SP+H8GkxwVzHX4E5IWzSjwM3EHQ43VRON1WLsG0WiKSRtRxR0REJAZVt4qIiMSgJCkiIhKDkqSIiEgMSpIiIiIxKEmKiIjEoCQpIiISg5KkiIhIDP8fI8x3NsLy4zUAAAAASUVORK5CYII=\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -9965,7 +10583,7 @@ "data": { "text/markdown": [ "## \n", - " ## COVID vaccination rollout among **shielding (aged 16-69)** population up to 25 May 2021" + " ## COVID vaccination rollout among **shielding (aged 16-69)** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -9988,7 +10606,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -10012,7 +10630,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -10036,7 +10654,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -10060,7 +10678,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -10084,7 +10702,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -10108,7 +10726,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -10122,7 +10740,7 @@ "data": { "text/markdown": [ "## \n", - " ## COVID vaccination rollout among **60-64** population up to 25 May 2021" + " ## COVID vaccination rollout among **60-64** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -10145,7 +10763,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -10169,7 +10787,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAfQAAAEGCAYAAACTjGeYAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nOzdd3iUZdb48e89k0ySSYOQkIQSEsQkBEIoAQTEBmpUFkWaigXWxvKyu74qK6v8rLvvWtZdFzu4gsEWsBdEAWmCiqFJDc3Q0hPSy2Rm7t8fk4T0TCCFhPO5Lq5knjb3RPDkfu7znKO01gghhBCiYzO09wCEEEIIce4koAshhBCdgAR0IYQQohOQgC6EEEJ0AhLQhRBCiE7Apb0H4Ax/f38dGhra3sMQQogOZdu2bVla64D2HodoGx0ioIeGhpKYmNjewxBCiA5FKXWsvccg2o7cchdCCCE6AQnoQgghRCcgAV0IIYToBDrEGroQQojzw7Zt27q7uLi8BQxEJoVtyQ7ssVqt9wwbNiyjvgMkoAshhHCai4vLW0FBQf0DAgJOGwwGaQbSRux2u8rMzIxKS0t7C5hY3zHy25UQQojmGBgQEJAvwbxtGQwGHRAQkIfjzkj9x7TheIQQQnR8Bgnm7aPi595g3JaALoQQQnQCEtCFEEJ0KEajcVhkZGRUREREVFRUVP/Vq1d7AiQlJZkuvvjiAWdzzREjRkRs3LjR3LIjbVuSFCeEEKJDcXNzsx84cGAfwMcff+zz6KOP9rr66quT2ntc7U1m6EIIITqsvLw8o6+vr7X29qSkJNOwYcMioqKi+lefxQM89thjQeHh4VERERFRc+bM6Vn9PJvNxuTJk0P/9Kc/9WiL8bckmaELIYQ4K/M+2tX7YFpBi96mDg/yLn5hSsyJxo4pKyszREZGRpWVlamsrCzXlStXHqx9TI8ePaybNm06aDab9e7du91uvfXWvnv27Nm/fPlyn5UrV3bZtm3bAW9vb3t6erqx8pzy8nJ10003hUVFRZU899xzaS35udqCBHQhhBAdSvVb7mvWrPGcNWtW2MGDB/dWP8Zisai77767z759+zwMBgPHjh1zA1i9erXP7bffnuXt7W0HCAwMtFWeM2fOnD433XRTTkcM5iABXQghxFlqaibdFsaPH190+vRpl9TU1Brx7O9//3tg9+7dyz/++OPf7HY7Hh4ew5q6VmxsbOGmTZt8iouL081mc4d7NE/W0IUQQnRYO3bscLfb7QQGBtZYR8/LyzMGBweXG41GXnvttW42m2Mifu211+a/++67/gUFBQaA6rfc77///qxrrrkmb8KECReVl5e36edoCRLQhRBCdCiVa+iRkZFRt9xyS9/XX3892cWl5g3nBx54IOODDz7oFhEREXXgwAF3Dw8PO8CUKVPyr7vuutzBgwf3j4yMjHrmmWeCqp/35JNPpsfExBTffPPNYZW/BHQUSuvz/65CbGysTkxMbO9hCCFEmzidsJz8r77CrX8kQY8+etbXUUpt01rHtuDQ2LVrV3JMTExWS15TOG/Xrl3+MTExofXtkxm6EEKcZ/K/+oriX35p72GIDkYCuhBCnIfMw4ef0+xcXHgkoAshhBCdgAR0IYQQohOQgC6EEEJ0AlJYRggh2kFlJnt9Sg8cwD0yso1HJDq6C2KG7uXl1ej+3NxcXnvttbO+/ksvvURxcfFZn9+SnnzySf75z38CMHPmTD766KNzut769euZMGHCOV1j6dKlpKSknPM4tmzZck7XEOJ8kv/VV5QeOFDvPvfISHzO8d9dZ6aUGnbjjTeGVb4uLy+na9euMVdeeWU/gPfee8/30UcfDWr4Cs4zm81DWuI6bUFm6JwJ6HPmzDmr81966SVuv/12zOa2aaVrs9kwGo1NH3gesNlsLF26lIEDB9KjR+PNi6xWK7WLQ1Rav349Xl5ejB49ujWGKUS7cI+MpM+y+PYeRofj4eFhT0pK8igsLFReXl76008/9QkMDKwq7TZjxow8IK8dh9guWnWGrpRKVkrtVkrtVEolVmzzU0qtVkodqvjatTXHUF1hYSHjxo1j6NChREdH8/nnnwMwf/58jhw5wuDBg5k3bx4AL7zwAsOHD2fQoEE88cQTABQVFXHDDTcQExPDwIEDSUhIYOHChaSkpHDllVdy5ZVX1nnPtWvXMmTIEKKjo/n9739PWVkZq1atYurUqVXHVJ8Ff/fdd4waNYqhQ4cydepUCgsLAQgNDeWRRx5h6NChrFixgsWLFzN8+HBiYmKYPHlys+4QHD58mPHjxxMTE8PQoUM5cuQIWmvmzZvHwIEDiY6OJiEhocbPbcqUKURGRjJjxgwqixHV99lqj/WDDz4gMTGRGTNmMHjwYEpKSmqM5YorruCBBx4gNjaW//znP3z55ZeMHDmSIUOGMH78eNLT00lOTuaNN97g3//+N4MHD2bTpk1kZmYyefJkhg8fzvDhw9m8ebPTn18I0fGNHz8+b8WKFV0APvjgA7/JkyfnVO5buHBhtzvvvDMEYNy4cRe98sor3QBeeOEF/4kTJ4YB7N27123s2LEXDxgwoP+wYcMiduzY4Q5w4MAB0+DBgyPDw8OjOloL1baYoV+pta5eVWg+sFZr/axSan7F60faYBy4u7vz6aef4uPjQ1ZWFpdccgkTJ07k2WefZc+ePezcuRNwBNVDhw6xdetWtNZMnDiRjRs3kpmZSY8ePfj6668ByMvLw9fXl3/961+sW7cOf3//Gu9XWlrKzJkzWbt2LeHh4dx55528/vrrzJ07l/vuu4+ioiI8PT1JSEjglltuISsri7/97W+sWbMGT09PnnvuOf71r3/x+OOPA9CtWze2b98OQHZ2Nvfeey8ACxYs4L///S9//OMfnfo5zJgxg/nz5zNp0iRKS0ux2+188skn7Ny5k127dpGVlcXw4cO57LLLANixYwd79+6lR48ejBkzhs2bNxMbG1vvZ3vggQfqjPWtt97in//8J7Gx9ResslgsVFYCPH36ND/99BNKKd566y2ef/55XnzxRWbPno2XlxcPP/wwALfddhv/+7//y6WXXsrx48e59tpr2b9/v1OfXwjRQj77n95k7GvZW5Pdo4q56dUmm77ccccdOU888UTw9OnTc/fv32++++67s7ds2VJnfXXp0qXHxowZE9mvX7+yV199Nejnn3/eD3DPPff0WbRo0bHo6Oiy77//3vMPf/hDyE8//XRwzpw5Iffcc0/m3Llzs//xj38EtOhna2Xtccv9RuCKiu/fAdbTRgFda82jjz7Kxo0bMRgMnDp1ivT09DrHfffdd3z33XcMGeJYOiksLOTQoUOMHTuWhx56iEceeYQJEyYwduzYRt8vKSmJsLAwwsPDAbjrrrt49dVXeeCBB4iLi+PLL79kypQpfP311zz//PNs2LCBffv2MWbMGMAR6EaNGlV1venTp1d9v2fPHhYsWEBubi6FhYVce+21Tv0MCgoKOHXqFJMmTQIcv+QA/PDDD9x6660YjUYCAwO5/PLL+eWXX/Dx8WHEiBH06tULgMGDB5OcnIy3t3eDn632WJtS/diTJ08yffp0UlNTsVgshIWF1XvOmjVr2LdvX9Xr/Px8CgsLm8yXEKK1NZbsVp0kvp2bkSNHlpw8edJt8eLFfuPHj2/w9nrv3r2tjz76aMqECRMi4uPjDwcGBtry8vIMO3bs8Jo6depFlcdZLBYFsH37dq9vvvnmCMD999+f/cwzz/Rq/U/TMlo7oGvgO6WUBt7UWi8CArXWqRX704DA+k5USt0H3AcQEhLSIoN57733yMzMZNu2bbi6uhIaGkppaWndQWvNX//6V+6///46+7Zv387KlStZsGAB48aNq5o9N9ctt9zCK6+8gp+fH7GxsXh7e6O15uqrr+aDDz6o9xxPT8+q72fOnMlnn31GTEwMS5cuZf369Wc1Dme4ublVfW80GrFarY0c7VB9rM059o9//CMPPvggEydOZP369Tz55JP1nmO32/npp5+qfiER4nxRmezWVLDuFIlvTsykW1NcXFzuE0880fu7775LysjIaDCe7d6928PX19d66tQpV3Dk9nh7e1sre6rXZjAYzv8mJ/Vo7Sz3S7XWQ4HrgP9RSl1Wfad2LMbW+4PTWi/SWsdqrWMDAlrmrkdeXh7du3fH1dWVdevWcezYMQC8vb0pKCioOu7aa6/l7bffrlq/PnXqFBkZGaSkpGA2m7n99tuZN29e1S3l2udXioiIIDk5mcOHDwOwbNkyLr/8cgAuv/xytm/fzuLFi7nlllsAuOSSS9i8eXPV8UVFRRw8eLDez1JQUEBwcDDl5eW89957Tv8MvL296dWrF5999hkAZWVlFBcXM3bsWBISErDZbGRmZrJx40ZGjBjR4HUa+2z1vWd9P5/65OXl0bNnTwDeeeedBq9xzTXX8PLLL1e9rlwuEeJ8UJns1tSfrtOntfdQO7Q//OEPWQ8//HDKiBEjSho6Zt26dea1a9f6btu2bd8rr7wSdODAAZOfn5+9V69elrfffrsrOCYIP/74owfA0KFDCxcvXuwHsHjx4m5t80laRqsGdK31qYqvGcCnwAggXSkVDFDxNaM1x1DdjBkzSExMJDo6mvj4eCIrfoPu1q0bY8aMYeDAgcybN49rrrmG2267jVGjRhEdHc2UKVMoKChg9+7djBgxgsGDB/PUU0+xYMECAO677z7i4uLqJMW5u7uzZMkSpk6dSnR0NAaDgdmzZwOOme6ECRP45ptvqhLiAgICWLp0KbfeeiuDBg1i1KhRHGjgsZZnnnmGkSNHMmbMmKrP4axly5axcOFCBg0axOjRo0lLS2PSpEkMGjSImJgYrrrqKp5//nmCghp+6qOxz1bbzJkzmT17dr1JcbU9+eSTTJ06lWHDhtXISfjd737Hp59+WpUUt3DhQhITExk0aBBRUVG88cYbzfoZCCE6vosuuqh8wYIFDcaQkpISNXv27NC33norOTQ0tPz//u//Ttx1112hdrudDz744OiSJUv8IyIioi6++OIBH3/8cReA11577fiiRYu6h4eHR1XO6DuKVmufqpTyBAxa64KK71cDTwPjgOxqSXF+Wuu/NHYtaZ8qhOgojt1xJ8B58TiatE/tfBprn9qaa+iBwKdKqcr3eV9rvUop9QuwXCl1N3AMkHtOQghRXeIS2P0RBEXDdc+292hEB9FqAV1rfRSIqWd7No5ZutOys7NZunRpjW0DBgxg+PDhDa4hDx48mMGDB1NcXMzy5cvr7I+NjWXgwIHk5eXx6aef1tk/atQoIiIiyMrK4qt6MlYvu+wy+vbtS1paGqtWraqzf9y4cfTu3ZsTJ06wdu3aOvvj4uIICgri6NGjbNy4sc7+CRMm4O/vT1JSEj/++GOd/ZMmTcLX15c9e/ZQ392LadOmYTab2blzZ73ryzNmzMDV1ZVffvmFvXv31tk/c+ZMALZs2VJnHd/FxYXbb78dgA0bNvDbb7/V2O/h4VGVub5mzRpOnjxZY7+Pjw8333wzAKtWrSItLa3G/m7duvG73/0OgC+//JLs7Owa+4OCgoiLiwPgk08+IT8/v8b+Xr16MX78eAASEhLq3OYPCwurWu9/99136yT5hYeHVxWwqf33DuTv3oX2d6/o562U7NoFQICHO1f0cOR4rDp+nILy8hrnB5vNxObl4R4ZedZ/97yK89n/0Ues33MQH/9c+qcvrdp/rn/3ROd2QZR+FUKIs1WyaxflqalNH1jhXLPX929eT2YB4GoG/4vP+jriwtNqa+gtSdbQhRDtpa3XxBOemg+pu5k+Epj19TldS9bQO5/2WkMXQghRj72bTnFwa92iVgBZJwrB0p1P912B//KDjJ0W3sajEx2V3HIXQog2dnBrOlknC9t7GKKTkRm6EEK0A92thC8GLIGCNCjKrNoe5uoHRhuJA14mMjSNsW1TGbvDOXLkiOt9990XcvjwYQ+73c748ePzXn/99ZPbt293P3HihGn69Ol5AA8++GAPLy8v29NPP13/LZFORAK6EOKC11j99Zauuf7rmlWk7P+K4vJiAlNSMGsNdl8wOFoiu+e7UOoDeHaoviBtym63c9NNN/W75557Mv785z8fsVqt3HbbbX3+/Oc/9xwwYEBJYmKiZ2VAP1eNtXU+33SMUQohRCtqrP56S9dc3795PZbiNHD1wexqJqLMAsrV8cw5QBD0H3MFg8bHtdh7djZffvmlt5ubm/3Pf/5zNjgeZ3zjjTdOhIaGDnJxcdFaayIjI70eeuihVID9+/d7jBgxIiIlJcU0e/bs9Mrqcq+99prf66+/HlheXq6GDh1aFB8ff8zFxQWz2TxkxowZmRs3bvRZuHDh8WuvvbZDrI9IQBdCCM7UX28LJnMQZYGj+W3sah5PrahcOqvjFZD5f5v/X+/Dpw+3aPvUfl37FT8z5plGm77s3r3bIyYmprj6Nj8/P3vPnj0tM2bMyDp48KB7fHz8cYAHH3zQ4/Dhw+5btmxJys3NNfbv33/gvHnzMvfu3ev20Ucf+SUmJh5wc3PTt99+e8gbb7zRbe7cudklJSWGkSNHFi1evPhk/SM4P0lAF0KIVlQ7oz0lOR+7xU6Rxca+1Hz2pjruDD/9Zt0iPlE9fHjidwPabKyd1TXXXJPr4eGhPTw8rH5+fuUnT550WbVqlfeePXvMMTEx/QFKS0sN3bt3t4Kj18bMmTNPt++om08CuhBCtKLKjHb/Xl5QkIaxvBij0uR33Uyf8iOElmeQ7Nq3vYd5VpqaSbeWgQMHlnz22Wddq2/LyckxpKammlxcXOoUV3Fzc6vaVtECWmmt1dSpU7NfffXVU7WPN5lM9o6ybl5dxxuxEEI0obEkt/q0dOLbioMrWHl0JQAROVejyg+TenwHWIpw10aKvKz80iOdCEx4hgxhQPQUEmJHtdj7d3YTJ04sWLBggeGVV17pNnfu3Gyr1cqcOXN6T506NSsoKKh869atnk1dIy4uLv/mm2/u9+ijj6b37NnTmp6ebszLyzOGh4db2uIztAZ5Dl0I0elUJrk5q6UT31YeXUlSTlLVa0NBMu45jrrtRV5WDvb0JCJoGNePfsRRDS52Vou994XAYDDw2WefHf7kk0+69unTZ2BYWNhANzc3+8KFC09dd911BQcPHvSIjIyMWrx4cdeGrjFs2LDSBQsWnBo3blx4eHh41FVXXRV+4sSJDtUutTaZoQshOqW2THKrT4RfBEvilvDp3u2kpG/Bv/cApofsZm9qHk93e5olcTIjPxf9+vUr//777w/X3u7h4WHbs2fP/mqbaqyFHzp0qKoj0L333nv63nvvrbNWXlxcvKNFB9tGJKALIcQ5ev/n43y+88xSbLLJ0QFw+ps/Mii1DJPFyr6UfPa65lFssbXXMEUnJwFdCCHOReISYtb+l4stNswmR3GYp/wdjy0/nj2PHeWzyLGX0q08jdDyoySb+nLj4J7tOWLRSUlAF0KIWqontdXmn3wx3U6EntlgsaL17dgxYFQKgMjTGjOKg5gosQZgNCg8TcaqBLgBsSFt8CnEhUYCuhCiw6ud1X6uWeuVSW0RfhF19nU7EYpbWgpW6z7HBu24hW7HgKEioHsDrkZXUgyOHCurLoTg6A5ZPEZ0HBLQhRAdXu3SrS2RtV6Z1FZbZZKbq6GIgNAwSN1NkcXGMde+RPXwaeBqXvQfc8U5jUeIpkhAF0J0Cm2d1R4QGsb0J56FJTewN7WQb7vdwVP3S+a6aD8S0IUQF6TamenVVc9SH1e8kjEl66r2FaXPwlZaSNGxw+z9v0sJLT9Kse7TJmMWDo888kjQxx9/3M1gMGiDwcBrr7127Kqrripq7nW++uorbzc3N/vVV19dBDB58uTQCRMm5M2aNavJsq/Lli3rcuedd160ffv2vUOGDClt7NjLL7+838cff/ybv79/qz7iIAFdCHHBWXFwBf/Z9yHF2orZre7/BkvVCdx1bwDGlKxzZKc3UJ412bUvOzyulMz1NrJmzRrPb7/9tsvu3bv3eXh46NTUVJeysjJ1Ntf6/vvvvb28vGyVAb05PvzwQ7+hQ4cWxsfH+w0ZMiSlsWM3bNhQ53n51iABXQhx3nK2hGtzk+BWHl1JaEYw4Vkj8ax41AxA5R3GUJAM+OJqdMXV8B7rLRcDF4PJUU20vCwRbS/Es89gBjzqSHKT9ilt59SpU65+fn5WDw8PDRAcHGyt3Pf55597z58/v7fNZiMmJqY4Pj7+mIeHh+7Zs2d0YmLi/uDgYOvGjRvNDz/8cO9ly5b9Fh8fH2AwGPTy5cu7vfTSS8cBNmzY4LVw4cLAzMxM12eeeeZkfbP1vLw8wy+//OK1Zs2apIkTJ17873//OwXg2LFjrpMnT+5bWFhotNls6uWXXz4WFxdXWP39x48ff1FqaqqprKzMMHv27PSHH344C8BsNg+5++67M7777jtfd3d3+1dffXW4d+/e1trv3RgJ6EKI81ZjfcqrO5skuPCskfgX9yQkqEvVtpT0LVjK8zGZgxo8z9XNiId3iCS5ASmPPta77NChFm2f6nbxxcU9/u/vDTZ9uemmm/L/8Y9/9AgNDR146aWX5t966605N9xwQ2FxcbG6//77w7777rukQYMGlU2aNCn0hRdeCHj88ccz6rtORESE5c4778z08vKyPf300+kAixcv9k9PT3dNTEw8sHPnTvdJkyb1qy+gv//++12uuOKKvEGDBpV17drVumnTJvPYsWOL3377bb9x48blPffcc2lWq5WCgoI65dXfe++95MDAQFthYaEaMmRI1O233346KCjIVlJSYhg1alThyy+/fGr27Nm9Xn755YDnn38+tTk/uyYDulKqF3ALMBboAZQAe4CvgW+01vbmvKEQQjRHaya7FXoYmPTQ0KrXCU8tB/o5kt0qLbnB8XXW160yBtE8vr6+9j179uxbtWqV99q1a73vuuuuix5//PGTw4cPL+7Vq1fZoEGDygBmzpyZ/eqrr3YH6g3oDZk4cWKu0Whk2LBhpdnZ2fXWdl++fLnfn/70pwyAyZMn5yxbtsxv7NixxZdccknR/fffH1peXm6YMmXK6dGjR5fUPve5554L/Prrr7sApKWlue7du9c9KCioyNXVVd9yyy15AMOGDStas2ZNQ49MNKjRgK6UWgL0BL4CnsPxg3EHwoE44DGl1Hyt9cbmvrEQQrSqxCWw+6Oql+kFpWQVlgFQ5F+Im30UfaxHYMkLZ86pnA9VBnGAtN0QFN0GA+54GptJtyYXFxcmTJhQMGHChIJBgwaVLFu2rNvw4cOLGzreaDRqu90x9ywpKWm0KZm7u3tVq1Wt63RiJT093fjTTz95JyUlecydOxebzaaUUtput5+87rrrCjdu3Jj08ccf+/7+978Pmzt3bvrcuXOzK8/96quvvDds2OCdmJh4wNvb2z5ixIiIyvG4uLhog8FQ9fmsVmuz8wKamqG/qLXeU8/2PcAnSikTICWPhBDnn90f1QjGWYVlFFcrz6oUuBqdaDgZFA3RU1pzpKIZdu3a5WYwGIiOji4D2LFjh0evXr0sMTExpadOnTLt2bPHbeDAgWXx8fHdxo4dWwDQq1cvy+bNm83Tpk3LX758eVUHNm9vb1t+fr6xofeqz7Jly7pOmjQp5/333z9WuW348OER3377rddFF11k6du3r+Whhx7KKisrU9u3bzcDVQE9NzfX6Ovra/P29rbv2LHDfdeuXU22eW2ORgN69WCulPIAQrTWSdX2W4A2yd4TQghnrTi4gpUqHYK7Q1B3APbhDkBUsA8nc5IY6uaFyS8SZlVrXXp8vuOrVHQ7b+Xn5xv/9Kc/heTn5xuNRqMODQ0te+edd46ZzWb9xhtvJE+dOvWiyqS4hx9+OBPg8ccfT5k9e3bo008/bRs9enRB5bUmT56cO2XKlIu++eabLpVJcU1ZsWKF37x589Kqb7vxxhtPv/vuu36XXHJJ0cKFC4NcXFy02Wy2vffee79VP27y5Ml5ixYtCujbt++Avn37lsbExDQ7u74xqr5bCnUOUmoi8AJg0lqHKaUGA09rrSc6ca4RSAROaa0nKKXCgA+BbsA24I6KXwwaFBsbqxMTE5v+NEKIDq2hEq7NWUPfu+kUX67aQLGlEDPqTHZ6zkFMRceqyrO62Fwxubvi39ur6tzM5N/OFIzpBJRS27TWsS15zV27diXHxMRkteQ1hfN27drlHxMTE1rfPifuNwHwBDACyAXQWu8Ewpw8989A9d60zwH/1lr3w9Gn9m4nryOE6OQqs9ornU32+sGt6Xjk+WFGEYGJCL9IIvwicS9Kw2jJx+xqxuxqxuTuioe3qca5AaFhkr0uOixnH1sr11rnKVVjjb7JqX1FhvwNwN+BB5XjAlcBt1Uc8g7wJPC6swMWQnRuTs3IayW81ZA2jRIPC0kX/4v5rn1h1l0APHG/ATwCefjNV1p4xEKcH5wN6HuVUrcBRqXUxcCfgC1OnPcS8BcczYfAcZs9V2td+bD8SRxZ9HUope4D7gMICZG8OyEudNVLtT6e/d8Gq7cVWazYXDVFuLEodyhr3/wRgJBqCXFCdEbOBvQ/Ao8BZcD7wLfA3xo7QSk1AcjQWm9TSl3R3IFprRcBi8Cxht7c84UQncvnO0+xLzWfqGDH47nJrn15upvjkbPTxo3kGbcCcM1pE3bKOOZ6EWvN11edbzYZ8fdya/uBC9FGnA3okVrrx3AEdWeNASYqpa7H8ey6D/AfoItSyqVilt4LqL87ghCiw3K2ZGttTVWFiwr2IeH+UbDEF4CEWY7uZrNWLaIwJ5VLMkPwyXA0UrnD0IUA8+dV52ZasgnwcTb1R4iOx9mA/qJSKgj4CEho4Nn0GrTWfwX+ClAxQ39Yaz1DKbUCmIIj0/0u4PMGLyKE6JCcLdlaW1NJcEFZVj59cTukTXNseHE7ABE5VxPB1Xinb6G0LBV3r2D8zV41zpWEN9HZORXQtdZXVgT0acCbSikfHIG90dvuDXgE+FAp9TdgB/Dfs7iGEOI819IlW8cVr8ScEUqWNRh/l6Kqx9HqvK9XMFfc9VcGjJXuZ51VUlKSacKECRcfOnRob5a5bUwAACAASURBVOW2Bx98sEf1uuy1LVy4sFtiYqJnfHy8U8+bd0RON2fRWqcBC5VS63Akuj1OE+vo1c5dD6yv+P4ojkfghBDCaWNK1rFf34qnOZNJUV87qrfFOuqwz1r1MgBxPwcCSDAXFySnArpSqj8wHZiMo4xdAvBQK45LCHEBqp7JXtvDFhulyh3PoOiqR9GEqG3EiBERw4YNK/zhhx98CgoKjG+88UZyXFxcYfVjPvzwQ99nn302+Jtvvjk8d+7cXt7e3rZdu3Z5Vm+Zarfb+cMf/tDr+++/91VK6Xnz5qXee++9p++4446QuLi4vBkzZuRdffXVF3Xp0sW2YsWK5JdeeqnbkSNH3OfOnZt53XXXXTxixIjCxMREr8DAQMu333572MvLq9WTu52dob+NI4hfq7VutJG7EEKcrdqZ7NVt6WKjqMiOIedA1Yy8UlJOEhF+EW01TFFhbfz+3jmnClu0fapfT6/icXf2P6emL1arVe3evXt/QkKC79NPP90jLi7uYOW++Pj4Lv/5z38CV69efSggIMAGUF/L1Pj4+C67d+/22L9//97U1FSXESNG9L/mmmsKx44dW7Bx40bvGTNm5KWlpZkyMjI0wA8//OB966235gAcP37c/d133z06evToY9dff33f+Pj4rnPmzMk5l8/kDGfX0Ee19kCEEOev5matn01CXKWoYB8euyiP/ZvX19ielNYFt6IfMCgjYd/k1tgXRiB+7gYyMxylW0XnVqvIWZ3tU6dOPQ0wevToonnz5lWVA9y8ebP3rl27zOvWrTvo5+dX1fq7vpapmzZt8p42bVqOi4sLvXv3to4cObLwhx9+MF999dWFr776auC2bdvcw8PDS3Jzc43Hjh1z3bZtm+fixYuPZ2RkuPTs2bOssnXqkCFDipOTk9vkecmm2qcu11pPU0rtpmZlOAVorfWgVh2dEOK80Nys9bMp2VopKMvKpp8+wVKSicnUpWq7B0EYbG64e5gI8ete/8mhAZLJ3obOdSZ9tgIDA615eXk1qgTl5OQYw8LCyuBMC1QXFxdsNltV9O/Tp0/Z8ePH3fbs2eN+2WWXVbVbbaplanVhYWHl+fn5xi+//NJ37NixBTk5OS7x8fFdPT097V27drVnZGRgMpmqLmI0GnVTLVtbSlMz9D9XfD27f5lCiE6jpbPWG9L9tI1yC5hcvOkReEXV9iQs2IyuxN1wtSS9XeB8fX3t3bt3L//iiy+8J06cWJCenm5cv36977x58zKWLVvm39B5vXr1srz44osnp0yZclFCQsKR2NjY0oaOveyyywoWL14cMHfu3OyMjAyXrVu3ei1cuPAEwNChQ4vefPPN7qtXrz6YkZHhctttt110ww03nG6Nz9ocTbVPTa34do7W+pHq+5RSz+F4BE0IIZzSWNIbwL7UfAbhhquxHH9zNpNeOJP8NmuVo83p/LEzW3uYogN45513fpszZ07IX/7yl94AjzzySMqAAQPKmjpvyJAhpfHx8UenT59+0RdffNFg++877rgjd8uWLV79+/cfoJTSTz311MmQkBArwKWXXlq4adMmn4EDB5aVlZVZ8vLyjJdddllBQ9dqK862T92utR5aa9uvbXXLXdqnCtG+jt1xJ0CzZ+grDq5g5dGVVa/3peZTXGbF7NbwXOKGpJvxSPmOEs9UfrvxzEy8MvFtSdySZo7+wiXtUzufxtqnNrWG/gdgDtBXKfVrtV3ewOYWG6EQok21VZLbyqMr62Sgm91cGJPvSpej9U+mPHLXoix5UKtuTIRfBNf3vb7ec4QQTa+hvw98A/wDmF9te4HWutVT8IUQraMtk9yqz6oX/fv/MaZkHXuO+5JZAAHedY/P0hpcfLgmuJxBMhsXwmlNraHnAXnArQBKqe44Gq14KaW8tNadtoSeEJ1dWyW5VReWmc/+wlvJKk5EGcHkfUWdY0zGAPzNmQy63l73AkKIBjlbKe53wL+AHkAG0AfYDwxovaEJITqb9KJBFJYHgWm/Y0NQdJ1j/IHwETEQK5nsQjSHs5Xi/gZcAqzRWg9RSl0J3N56wxJCnM9qJ7vVlpFfRlZRGaXqBO66N9Pf/BGAG+waL1MarkGOTmiTHhra4DWEEM3j7MPu5VrrbMCglDJordcBLZo5KYToOCqT3RqSVVRGcZkVd90bX9uZXkwGg8LV2CY1NoS44Dg7Q89VSnkBG4H3lFIZQFHrDUsI0VzNyVw/l9KslSL8Ivhfl+l1SrQCxJwowcdehKfJiuN/GxsByCrsBgYj+nSxlGgVZ+3uu+/u3adPn7LHH388A+DSSy+9uGfPnpaEhIRjAPfee2+vnj17lm/YsMF73bp1dZ41nz59ep+//OUv6cOGDSudP39+0LPPPpvW1p+hNTj7q/KNQAnwv8Aq4Ajwu9YalBCi+Soz151xLlnr1e3fvJ7M5N/qbPex5+KuS+qeYDCC0ZWA0DAp0SrO2qWXXlr4008/eQHYbDZOnz7tkpSU5FG5/5dffvGyWCz1F3wHEhISjg0bNqwUYOHChcGtP+K24Wxzluqz8XdaaSxCiHPUkpnrezed4uDW9Hr3ReRcDUBW+haUMQCT17Qa+8u9L8YOeIQMqbHddLIQ/15esnYuzsmVV15Z+Ne//rU3wLZt2zwiIiJK0tPTXTMzM41eXl72I0eOuMfGxhavWbPGNy4urm9SUpJHdHR08WefffabwWBgxIgREf/85z9PfPjhh13LysoMkZGRUeHh4SVffPHFb6+99prf66+/HlheXq6GDh1aFB8ff8zFxdmb2e2rqcIyBdRsylK1C0dzlro9DoUQncLBrelkVQTgluLfy4vwEYEtdj3Rvr59/aXeWSeOtWj7VP/efYqv/cMDjTZ9CQ0NLTcajfrQoUOmDRs2eF5yySVFp06dcv3++++9unbtag0PDy8xmUx6//79Hjt37jwaGhpaPmzYsMjVq1d7XXvttVW90V977bVTS5cu7X7gwIF9ANu3b3f/6KOP/BITEw+4ubnp22+/PeSNN97oNnfu3OyW/Iytpann0Osp+yCE6OxWHFzBkZxyMMOWAauBM5nrAKXdHNnrcVmO4LzRq2bVt4e7voXZZGTAQ3e37cDFBWPYsGGF69at8/zxxx+95s2bl378+HHT5s2bPX19fW0jR44sBIiOji666KKLygEGDBhQfOTIEVNj11y1apX3nj17zDExMf0BSktLDd27d7e2/qdpGc4+hx5S33YpLCNE57Ty6Ep6Wy/F7FK1LFmVud7TJQ8fu4UxxSfwLnesxk3Lnlfj/FB1jEKv/m06ZtH2mppJt6bRo0cXbtmyxevAgQMew4cPL+nbt6/lpZdeCvTy8rLNnDkzC8DNza16G1OsVmuD6+oAWms1derU7FdffbXhDkLnMWcXBr6u9r07EAYkIYVlhGhzDWWzt0TmeqWuSSV4p23G7Gom7mfHLDwkxRHco5QVLIDJk8wyR/nWAcG+ta4wBM/oKS0yFiHqc9lllxW+8sorQSEhIWUuLi4EBgba8vPzjYcOHfKIj48/tm3bNo+mrwIuLi66rKxMubm56bi4uPybb76536OPPpres2dPa3p6ujEvL88YHh5uae3P0xKcTYqrUc5JKTUUR9MWIUQba6gOe0tlrgN0OVqGspSBawPLoyZPCI4mIBhHtvr4uBZ5XyGcNWLEiJLc3FyXm2++uWp9OzIysqSoqMgYHBzs9G3yGTNmZPbv3z9q4MCBxV988cVvCxYsODVu3Lhwu92Oq6urXrhw4fGOEtCdap9a74lK7a4d6FuLtE8V4oyzaWXaWMZ6fQ7/+goGmwt9h8yuykivrPaWYPqb46BZXzd0ujhPSPvUzues26dWUko9WO2lARgKpJz70IQQbaF2xnpmSSY5JfUn7lpsGpO2YTdo1pcW8WFFIN+Xmk9UsDzYIsT5ytk19OrZ7lYca+oft/xwhBCtpfrz37NWzSIpczcRtrrHFVmsRJ72x9du4D71V6iM+ybwL3ODnEP1NlURQrQvZ9fQn2rtgQhxIWlOmdbazib5LT8jkcLsX0l4ajkAYTm5hFn8iCizONbDqymy2CgoMRLkW1+yG+AdDZLwdiGz2+12ZTAYzm69Vpw1u92ugAb7Cjt7yz0WeAxH29Sqc7TWg851gEJciBpKbHPG2SS/FWb/iqU4DehXc0dFclt1x1LywRWunDJRkt1EffZkZmZGBQQE5ElQbzt2u11lZmb6AnsaOsbZW+7vAfOA3TTy20F1Sil3HB0Z3Cre5yOt9RNKqTDgQ6AbsA24Q2vdITIIhWhJLVmm1RkmcxDTn3gWcNxyJ+0Ej+tAmPVsjeMqk98GjR/VZmMTHYfVar0nLS3trbS0tIE43w9EnDs7sMdqtd7T0AHOBvRMrfUXzXzzMuAqrXWhUsoV+EEp9Q3wIPBvrfWHSqk3gLuB15t5bSEEdbPXG0p2cy21YDdaHYEcSMpJIqLNRik6k2HDhmUAE9t7HKIuZwP6E0qpt4C1OAI1AFrrTxo6QTueh6usmeta8UcDVwG3VWx/B3gSCehCnJXa2es5JdkUW0tqVHgDsBmtFLsUsy+1vGJLMIPzTrC3OI+nK2bklSSbXYiOydmAPguIxBGUK2+5a6DBgA6glDLiuK3eD3gVR9vVXK115UP/J4GezRyzEKKamtnrLwOwxP8y2P1R1TFvp9qw2zVvp55pnBhafpJk1751rhcV7MONg+WfpRAdjbMBfbjWutl36LTWNmCwUqoL8CmOXwqcopS6D7gPICSk3lLyQpz3WrtMa33Z6wAJZR+Bpagqg72gxIi3h61W1voQBkRPISFW1sqF6AycDehblFJRWut9Z/MmWutcpdQ6YBTQRSnlUjFL7wXUWwRfa70IWASOSnFn875CtLfWLtPaYPY61Mhgz9H5HAocwO9n/c85v6cQ4vzkbEC/BNiplPoNxxp6ZT/0Bh9bU0oFAOUVwdwDuBp4DlgHTMGR6X4X8Pk5jF+I815rZ7PXyV4HHk/NcOysyGCfXmudXAjR+Tgb0M/mYdRg4J2KdXQDsFxr/ZVSah/woVLqb8AO4L9ncW0hOrWmaq9XZrPXm73uJ/nrQlyInA3ozb7lrbX+FRhSz/ajwIjmXk+IC0nt7PXqMgpKOVmUgaYEX0MZFmMBRcePAo41rMEZeynKcyS8PS112IW4YDSnH7rGcatd+qEL0YTKZLizTX7Lz0jEUvArlsK6AT0lNZ9SjmOmDPdyI91c4Kasmsclu/Zls8eVVa8lc12Izk/6oQvRCqoH87NJfms02Q0wKIVRKbr7Guk/5Y8MqKdE6wAqHhMRQlwQnJ2h16C13q6UGtnSgxGiMznXZLjqyW7VTX/zR5JN/yRKpTpKt0q9dSEE0g9diPPGioMrWHl0JQBR5Qo4k7VeXbIpn1J1ok3HJoQ4/0k/dCHa0JL43aT8WrfWOkCpKqUHYzDghsG6CZvRQtHxnXWO623XGAyK60sKwCewtYcshOggpB+6EG0o5ddsPIpslHga691vwA133Ru70YCPKmRJaka95Vn9vdwI9OkpfcmFEFWcveW+Gpiqtc6teN0V+FBrfW1rDk6I81FD5Vyrayy7vcTTyGP/vIJf16xi/+b1VduTcpIA6OcXQWb2abq6leAZMoQBs75usbELITovZ3vZBlQGcwCt9Wmge+sMSYjzW2UGe2OcyW7fv3k9mcm/1bsvIDSM/j3OeohCiAuQs2voNqVUiNb6OIBSqg9nUWxGiM6ipcq5BoSG1S3bGleR2b7khnO+vhDiwuFsQH8M+EEptQFHcZmxyCOuQjSpeuY6BWn0YxIAs5Y+TFiaX8X3sQAkYSEC05lAnrYbgqLrXFMIIerjbFLcqopiMpdUbHpAa53VesMSomN4/+fjfL6zZsPAoCwr3U/bgJqZ6+66BK/iHhSa63/iMwIT12vPaheKlqQ3IYTTGg3oSqlQrXUyQEUA/6rWfgX01FqfbLURCtGGmpvw9vnOU3XqpHc/bcN8eifW8gO4UAY4stfd7KUAeGlv4o6NJ7P0NwJCw3h8Zt3iMUII0VxNzdBfUEoZcLQ43QZk4qjl3g+4EhgHPAFIQBedgjP112snvEUF+5Bw/6iq15++uJ2U3MO4Gk+T42MBcHRAS93tOCAoCKhIfBtzRct/CCHEBanRgK61nqqUigJmAL/H0RK1GNgPrAT+rrUubfVRCtGGWjLhbdtIRwvUx+OePbM2Pktm5EKIltfkGrrWeh+OpDghRIXKZLdkUz4As1adueUekXk5RksBSWkHSUpLO5PoJkluQohW5Oxz6EKIalYeXVlVCKYOWzmVT3XWSHSTJDchRCs6q25rQlxoatdg76WuohdXYS8NxuzmQlTOmRl6VnEaFoyEBA2VhDchRJuRgC4uOI1lsjeUEFdfDXZT4RHcizbjYjSQklvtZpelCKs1G5DGKUKItuNsLfe1WutxTW0ToiNoLJO9sZKtlTXYwVHVLeybXDxKTQSEhtU8MNVRzlUy2IUQbamp59DdATPgX9GQRVXs8gF6tvLYhGg1TWWy16jwhuMWO5wpz5qUuZswix8Bbhamh+yuebKpIvltfFzLD1wIIRrQ1Az9fuABoAeO59ArA3o+8EorjkuIdlWZ9BbhF1Hv/ggb+FnLwehad6ckvwkh2kFTz6H/B/iPUuqPWuuX22hMQrSI+sqyAsxMdTxq9pc3f2zwXMfjaMEUH3O0LLCXFmF2c2FJ3BLHAUtuIMEIBEfLc+VCiPOCs7XcX1ZKjQZCq5+jtT736htCtLDKpLeuqflMLbPi6Xbmr3m+zwCyAm7AYnJj0KEyjIW7MBbvr3ONoTiy1g284/hqA4PJQMJTqxwHpEJmAQQEt/7nEUIIZzibFLcMuAjYCdgqNmtAAro471T1K/ftgaebS40661vcB1Bs8MOvq8IvwIeU/YewWLMwmYNqXKO43FGy1ex65p+Ih7epxjEB3pL4JoQ4fzj72FosEKW1lh7ookNwj4xk6aV/AKhRZ337i9txByY9NNSx76nlQL+qnuQkLoHdHzFLOUq2LtENPHomiW9CiPOMswF9DxAEpLbiWIRoF5nFmVXZ66TthvIikkyujpKtDZHENyHEecbZgO4P7FNKbYWKfpCA1npiq4xKiDaUU5pDUk76mYx2kycRQdFc3/d6CJ/avoMTQggnORvQn2zuhZVSvXGssQfiWG9fpLX+j1LKD0jAkWCXDEzTWp9u7vXFhaOhbPWGVGax1+5T3pgIvwhHBntlR7TKbHYhhOggnM1y36CU6gNcrLVeo5QyA8YmTrMCD2mttyulvIFtSqnVwExgrdb6WaXUfGA+8MjZfwTR2X2+81Sd4Dzs1/VEJ/1c/wkqmJQeo7il0A3/VM07jyyiMPtXAMrLbLi6GSvWziEz+TdwLuYLIcR5zdks93uB+wA/HNnuPYE3gAZLv2qtU6lYc9daFyil9lecdyNwRcVh7wDrkYAumhAV7FMjue3YHa9TmpdSb/nWLe5jsbl2I0odgyJISf8RiyUXk6kLrgo8dFFVedYANzjaLR/STkiLUyFEh+bsLff/AUYAPwNorQ8ppbo7+yZKqVBgSMX5gRXBHiCNBjpYKKXuw/FLBCEhIc6+lbiANFS+dfuL2ylI28kXF78AJk/CCv3AE34beaLe6yRhOZMAJ8luQogOytmAXqa1tijlqPyqlHKhsuFzE5RSXsDHwANa6/zKawBorbVSqt7raK0XAYsAYmNj5XE50Sw52ByZ6kHRYMp1bAyqv/1ABEgCnBCiw3M2oG9QSj0KeCilrgbmAF82dZJSyhVHMH9Pa/1JxeZ0pVSw1jpVKRUMZJzNwIVoSgQmlsQtIeHn+QA8HiclWoUQnZezAX0+cDewG0fDlpXAW42doBxT8f8C+7XW/6q26wvgLuDZiq+fN3PM4gJQPbO9OdnqQghxoVLOFH9TSnkCpVprW8VrI+CmtS5u5JxLgU04fgmwV2x+FMc6+nIgBDiG47G1nMbePzY2VicmJjb9aUSHsnfTKQ5uTa96bc3MxJqdDUCxxYrNrnFTVly0FaUU1VZrsFs0JYZjlBnr1joqt7lSbiylxDONiKChZCb/RkBo2JlqcEJcIJRS27TWse09DtE2nJ2hrwXGA4UVrz2A74DRDZ2gtf6BM+1Wa2swO15cOA5uTSfrZCH+vbwAsGZnYy8uxmA2A2A0KEzYQGtqRHPAYFKUWlMot+RhMnWpsc/VWE6JaxEYHK1NA0LDpOa6EKLTczagu2utK4M5WuvCimfRhTgn/r28quqqH7vjJTBAn8XxTK9obZpg+pvjwFlf1zhvxcEV5LyaB8Bv19W9blJOKhF+EbJuLoS4YBicPK5IKTW08oVSahhQ0jpDEqJpK4+upLi8wRUfIvwiHJnrQghxgXB2hv5nYIVSKgXHbfQgYHqrjUpcEDIKSskqtPBhxWy8smTrX9780alEOLOrWWbhQghRocmArpQyACYgEscjuwBJWuvy1hyY6KAq2o/W5/TOfPL3FXLUzcxxk5kyUw+8gbgjjmz2NHcNroprf36KawHXU4oEWwmYPOH4/BrXCsvJxT3H6qhdKIQQoumArrW2K6Ve1VoPwdFGVYgG7V2bxMGUGxxBuJbS3DLs/pocvYVynYcymDDaLRgqE95MChezERdTtTYBRk/wCqj3vUr9XCTZTQghKjid5a6Umgx8op15zk1csA5m9SfLGoB/SFDdnbkHMJjAoL1xw5vcLlPI6GrkP4+NrXPoioMrWHl0ZbUt6TX2V7Y7HTQ+roU/gRBCdEzOBvT7gQcBm1KqBMc6utZaS7UPUYe/OZNJD9VNSDt2x0sA/NSvBwAbg9wavMbKoytJykk606O8Fkl6E0KImpxtn+rd2gMRoraqHuVCCCGa5Gz7VAXMAMK01s8opXoDwVrrra06OnH+aSTpDUCXXU+xcq96jry6yiz2fWZHIZl9Wkq6CiFES3H2lvtrOMq3XgU8g6Ni3KvA8FYalzhf7f6o0Z7hWfkplJSe4ooTn9bZl+JRhsXVDXNhOsVegUQF+3Dj4Po7oAkhhGgeZwP6SK31UKXUDgCt9WmllKkVxyXOE7XrrZM2DZgGpvoDepHlDbTOxWw681er3F5Oub0ci5ui2EtT5munoG8O5j6LWH0aVq+qe53G1s+FEELU5WxAL69oyKIBlFIBnGm4Ijqx2vXWm6Ls5bjY3bhrRULVtlmrZjU7QEvSmxBCNI+zAX0h8CnQXSn1d2AKsKDVRiXOK9XrrbPk/zm+zrqr3mNfvzmz3u2S4CaEEK3L2Sz395RS23B0SVPATVrr/a06MiGEEEI4rdGArpRyB2YD/XD0NX9Ta21ti4GJdlArg/3XE5ByuDt2rXn792kAuOsSSkvdKPtyQr2XKDPYcbM72/NHCCFES2nq/7zvALE4gvl1wD9bfUSi/VRmsFfYnwIWSy5ag72iQGCp8sBWasBUXlbvJdzsBrr0rT9hTgghROtp6pZ7lNY6GkAp9V9AnjvvJOpkr0OdDPYs69soVxunA6/lvQHLqp4Zv+XlvQB8eN+ABq6exnerZlW9kox1IYRofU3N0Ks6qsmt9s6lMnu9Ka5uRg4FbKNUnTjr95KMdSGEaH1NzdBjlFL5Fd8rwKPitdRy7wRqZK9DnQz2hKeWA3Co+z7cde+qLPVj793pOFyy1oUQ4rzRaEDXWhsb2y86iFrJbukFpRQdvw2Avf/3p6rtoeVHSXbty9MVZVsjUxy/yxUHWjG7OfuEoxBCiPYg/5e+EFQr1/rrCUhMdqXQshHssPW4e9VhW4nCigtXqL8DUGoEdxs8/XEqrkYDx753zMxLDxzAPTKyXT6KEEKI+snzRReKoGiY9TX7dTSZZZ6UGTxQGNE2RanRUPXHarSDwQIGC+7aQhdbPhgsuBpV1aXcIyPxmVD/Y2tCCCHah8zQO6kaWexp0xxfX9xO1olCDMYATN7T8Lek4Zf3Ek/d7NJkFvr1fa+nT/jUVh61EEKIsyUBvZNqqgZ7oYeBIcVHKUHKsgohRGcgAb2ja6g/edo0/F1gkt9ysFS0O511FwlPLWdfSj4HLnbj9vSDHGj7EQshhGgFEtA7ut0fcXrjfvJP+gJgsdk5YjJzosv3ACw5XAaEY8WG9csJlBohoBwuWfEcpXkp0L0dxy6EEKLFSEDvBPJP+lKa64p7ZCSHU/M54m6lXOdjVF0oVe41jnW3gW+5gW5ebrgHR7I/LKudRi2EEKIltVpAV0q9DUwAMrTWAyu2+QEJQCiQDEzTWp9urTFcSNwjI+mzLJ6/vPkjkduX0d1mwDX0d/wY+2G9x6+u+JqUk0sEgW03UCGEEK2iNWfoS4FXgPhq2+YDa7XWzyql5le8fqQVx9Ap1c5gL+1RBiYvtr+4nUGpZZhK7JRrTUFJdpN11KUsqxBCdA6tFtC11huVUqG1Nt8IXFHx/TvAeiSgN6yBhLeD+6aRVRyAvzkTLEXU95/R1c3Iqd7JksEuhBAXiLZeQw/UWqdWfJ8GDd/rVUrdB9wHEBIS0gZDO/+kb3kXr9P7SXbtW2N7kcWKh0sq4V0dgTr/V0WusRtLYx9hn1cZNxcYCOnhRWLoofYYthBCiHbQbklxWmutlNKN7F8ELAKIjY1t8LjObMdWCymFUZQZaia2lZl+AGDjiS4AmLzKsLhaidy+jEjAtyQTkL45QghxIWnr0q/pSqlggIqvGW38/h1KapEbBS6umE0uVX9cXTQou+NPRYlWi5ui2EdjdE/F6J5KYVcrP3dJJiknqb0/ghBCiDbS1jP0L4C7gGcrvn7exu/f4fjYyrnro2+qXs9aNYve6y7F7OLBrrGrGzkTIpCENyGEuFC05mNrH+BIgPNXSp0EnsARyJcrpe4GjgHTWuv9z3vVEt72ZkRzMKt/nUMK3XqgUXz64vaqbRE5V+NR5EdIWHfmx93WZsMVQghxfmvNLPdbqsqg1wAAD49JREFUG9g1rrXes0Op1tL0YFb/M1nr1WgUGlXn1BLfHMJHRLfVSIUQQnQAUimuPQVF837U6/y29yh4wJp+4TV2jz20AqMBJj00tGrbrFUvAzB/rMzOhRBCnCEBvQ2cTlhO/ldf1dh29HQux01mir+cg6cpAIArjp6ZoWtsWFzAoG3MWjWrantThWKEEEJcmNo6y/2ClP/VV5QeqNnX7LjJTJ7Rteq10aBqZLMrgw1XXU5pz5q/c0llNyGEEPWRGXprS1wCabtx7wJ9rsqu2uy+qRx3k4lPhjzGoENlRAX71Lq17piVS5U3IYQQzpCA3tp2f+Qoz2ryrJHNnmVdD9qVQYfK8Cqxt+8YhRBCdHhyy70tmDwd2ewu08iyhkFQtGOb0QRAoYeB8BHS8UwIIcTZkxl6C/h1zSr2b14PgDUjE2u249Z6uc2O0VoGbn6UFuVQuGsRACeLDZhL0in2CuQTL8ft9sfG9myv4QshhOgEJKC3gP2b15OZ/BsBoWFYs7OxFxdjMJspt9kxaFCuiiKPM7XVrSqPHG8Lx3ukYO69iEJPN2atWlTjmpLNLoQQojkkoDurgVamAKRCgBtMD9nNsR9SAOgzqQd7U/MILT+KZ8gQmPV+VcW3Lwa8TFJONhF+EUQ18HaSzS6EEKI5JKA7q1plt+ZIdu3LgOgpdbZLn3IhhBAtSQJ6cwRFw6yvAdi76RQHt6YDkGV9G4BPc35PaajjefPtOZHsy8kH4OAGH9iwnayThfj38mqHgQshhOjsJMv9LB3cmk7WyUIALDY7xRYr+1LzKbZYz3xfZq1xjn8vL8lmF0II0Spkht6A6pnrAKQ6vlgT78aanU2+wQ+A/NQcsJXjYbPQL/UhQjJKOd7dnUVXhALg7+nGYR+3M9cpkoQ3If5/e/cfZGV133H8/QFccPnlDzB1gBEzEVoQRUMwrbEhNolodOiMJkqdVImR1pakycQYO1PTNLFpmsZaG0yrE0OMY6VGTKo2FdPUhASBgIjAAhKjUhQMEAryw3XZ5ds/zrlwWXb3Xpa7e2/ufl4zd3juOc99OGefc5/vc57n3OeYWeU5oHdi/ZPz2b51OyOH5oT8cJjCKHaGnHJo3Ya2Fga37KGxoT87Rg9m0ztHMOH0YR1vGA94MzOzynNA78ze7YwcuI+rLxicEwbDpKvYdNfTMHwYKyfPAdJMaBfMuxIYxrJZCwC4pDolNjOzPswBvSsNgw8Ngjvs6aoUxczMrCsO6B1o+ulr7Nh/GsCh344XNA+aDsBej1g3M7Ma4oDO0QPgdmzeS3PLbhoYSvOGDRxoO8iBtjSBSkPLW7Q0DGRb/4Osbd7H/HuWsD9aaRzoP6WZmVWPo9CKeax/5BG276FoANxpNDCE8VteYPwZwbqtb7CvbSf9B+wDYMmE4fxk4smHNtFPWxnR+I4qFN7MzCxxQM/Tm44cOpirL0hJ31s3jeZtbzH+lNc544HvcMs9S3il4Wv0H9h66OdmRz6ydaJHrZuZWVU5oEMa/Hb6JJj1lfT+jpWwawMM/a0jVvPjWs3MrFb5SXFmZmZ1wD30bN+ulkMj2ne8uhePXzczs98kfS+gF02DunozrFm/n1+3nohO2MWB/ds4sfV1+rW1ctKWn7MymvjIvCvZH63001ZgYnXLbmZm1om+F9CLpkFdvwV+3XoiQ5sP0NY4lsEHd3LK699gf+ubNEcDPxmX+umNAwcwovEdHvhmZmY1q+8FdDg8Der/3srwXRuYdtIIVp5zOQDzr0y98P2bZgOwbNbvVq2YZmZm5arKoDhJ0yW9IOlFSbdWowxmZmb1pNcDuqT+wN3ApaSfc8+UNKHrT5mZmVlXqnHJfSrwYkS8BCBpPjADWFfp/2jutTfQ2tbaLvVUQLDwOtpiNycwnKf6vYe9L/2KnY07WHlqE4NiDPu3vtHlFKhmZma1pBqX3EcBm4vev5rTjiBptqQVklZs3769gv+9Di3113D6DxjNG40D2Nm4g5dHbGRQjGF421QmnD6MGZOPKpaZmVlNqtlBcRFxL3AvwJQpU6I725jz4H0VLZOZmVmtqkYP/TVgTNH70TnNzMzMuqkaAX05cJakMyU1ANcAj1WhHGZmZnWj1y+5R0SrpDnAQqA/8K2IaOrtcpiZmdWTqtxDj4gfAD+oxv9tZmZWjzzbmpmZWR1wQDczM6sDDuhmZmZ1wAHdzMysDiiiW89s6VWStgObuvnxEcCOChanFrmO9aMv1NN17D1nRMTIahfCesdvREA/HpJWRMSUapejJ7mO9aMv1NN1NOsZvuRuZmZWBxzQzczM6kBfCOj3VrsAvcB1rB99oZ6uo1kPqPt76GZmZn1BX+ihm5mZ1T0HdDMzszpQ0wFd0nRJL0h6UdKtRekXS1opaa2k+yUdNcmMpGmSdkt6Lm9jkaTLe7cG5ZM0RtLTktZJapL0F0V5kyUtlbRK0gpJUzv4/DRJT/Ruqcsn6VuStkla2y79XElLJK2R9LikYR18dqykkHR7UdoISQckze2N8pdSgbYakj5elDY5p93cW3UoV4m2Wu7+XNs+vVZ00VZLfg+L1v0nSa9JquljrNWZiKjJF2lq1V8CbwcagOeBCaSTkM3AuLzeF4EbOvj8NOCJoveTgVeAP6h23Tqp7+nA+Xl5KLARmJDfPwVcmpcvA35cqr619gJ+HzgfWNsufTnw3rz8MeBLHXx2LPAS8FxR2k3AKmDuMZRhQA/VrRJtdQ3wVFHa3+f63VztfddBebtqq+Xuz7U9Xc7jqF9nbbXk9zDn9SM9CGsp8L5q18evvvOq5bPHqcCLEfFSRLQA84EZwKlAS0RszOv9ELiy1MYiYhXpgDoHQNJISQskLc+vC3P6EEnzcg9jtaSS266EiNgaESvz8h5gPTCqkA0UejrDgS1dbUvS1NxLek7SM5LG5/TrJT0q6UlJv5D01Z6pzdEiYhGws4OsccCivNzVvtwPrJdUeFjH1cDDhUxJV0haluv835LeltO/IOkBSYuBBypRlw5Uoq1uAgZJepskAdOB/ypkSroxt9Pnc7ttlDRU0suSTsjrDCt+31NKtNVy9ydwqE3OLXr/hKRpeXmvpL/NdV5a2Kc9rYu2Wu73cBrQBPwLMLOQmNvizUXv10oam5dvy1d4fibpoVq8MmO1r5YD+ihS76bg1Zy2AxhQdGC/ChhT5jZXAr+dl+8C7oyId5EOOt/M6bcBuyNiUkScA/xP96vQPflLfh6wLCd9CvgHSZuBrwF/WWITG4CLIuI84PPAl4vyJpOC4STgaknl/u16ShMp+AF8mK735XzgmlzmNo48oP4MeHeu83zglqK8CcD7I2ImPaNSbfUR0t/g90ht9a2ivEcj4l0RcS4pgN6Qg+mPgQ/lda7J6x04vuqUr4O2eiz7s5TBwNJc50XAjcexrUoo93s4E3gI+B7woVInWJIKx6BzgUsBP2HOuqWWA3qHIiJIB647Jf0c2EM6uJdDRcvvB+ZKWgU8BgyTNCSn3130//1fRQpebgFTGRYAn4qIN3LyTcCnI2IM8GngvhKbGQ58N98DvBOYWJT3o4jYHRHNwDrgjIpW4Nh9DPgzSc+SLt+2dLHuk8AHSPv/39vljQYWSloDfJYj6/xYRLxZuSKXpxtt9WFSECwEhGJnS/pprt+1HK7fN4FZeXkWMK9CxS+pk7Z6LPuzlBagMC7kWdKl+moq+T2U1EC6HP/9/DdZBlxSYrsXAv8REc35JO3xyhbb+opaDuivceTZ/eicRkQsiYiLImIq6cx9Ywef78h5pN4NpLq/OyIm59eoiNhbobJ3Sz6TXwA8GBGPFmVdBxTef5d0ibcrXwKejoizgSuAQUV5xb2+NuCoQVq9KSI2RMQHI+KdpCD2yy7WbSEd2D9D6s0W+zrpfvok4E84ss77Klvqo1SkrUbE68AB0knLj9plfxuYk+v3N+T6RcRiYGy+TN0/InplsFlnbfVY9mfWypHHoeL9diCfFEENtFXK+x5eApwErJH0CvAeDl9276quZsetlgP6cuAsSWfms95rSD1pJJ2W/x0IfA7411Ibk3QO6XJ6off9FPCJovzJefGHwJ8XpZ983DUpQ75veh+wPiL+sV32FuC9efli4BclNjecHFCA6ytVxp5QtC/7AX9F6X15B/C5iGh/j7O4ztdVtJClVbKtfp5Uv/Y9+aHA1hxIr22X9x3g3+il3nlXbbUb+/MVYLKkfvlWSqmT1Woq53s4E/h4RIyNiLHAmcAHJDWS6no+gKTzcx7AYuAKSYPyVY+a/TWO1baaDegR0UoawLaQ1Kt+OCKacvZnJa0HVgOPR0Rn97kvyoOkXiAF8k9GRKHn80lgSh74tg7405x+O3ByHrDyPPC+yteuQxcCHwUuVvpZzCpJl+W8G4E7cnm+DMzu4PMDONz7/irwd5Keo/q9GgAkPQQsAcZLelXSDTlrpqSNpPv+WygRlCKiKSLu7yDrC6TbDM/Sy9NWVqitFrb1TER8v4Os20iXbxeT/lbFHgRO5ujL9D2lq7Zazv4sbquLgZdJt3/+mTR2oKq6aKtdfg9z0J4O/GchLSL2kcZ3XEG6onGKpCZSe9mY11lOOgFcTRoIuQbY3WMVtLrlR7/WCaXfAo+KiFtKrmx1RdJVwIyI+Gi1y1IOSTOAayPiI9UuS62QNCQi9uaTgkXA7MIvCczKVRO9Nzs+ku4DzgZ8gOxjJH2dNDL6slLr1gJJXySNgr++ykWpNfdKmkC6r36/g7l1h3voZmZmdaBm76GbmZlZ+RzQzczM6oADupmZWR1wQDdrR1Jb/ilWU36O+GdUYtYspRnE/qi3ymhm1p4DutnR3sxPD5xIemrbpcBfl/jMWMAB3cyqxqPczdqRtDcihhS9fzvpaXAjSM++f4A0cQikx7E+I2kp8Dukh6TcT3pIyldIM28NBO6OiHt6rRJm1uc4oJu10z6g57RdwHjSBCsHI6JZ0lnAQxExJT9L/eaIuDyvPxs4LSJuz499XQx8OCJe7tXKmFmf4QfLmB2bE0iz9E0mTRgyrpP1Pgick5/iBulZ82eRevBmZhXngG5WQr7k3gZsI91L/xVp7up+QHNnHwM+ERELe6WQZtbneVCcWRckjSTNGDY3T+U5HNgaEQdJE5T0z6vuIc2IVrAQuCnPjoakcZIGY2bWQ9xDNzvaiZJWkS6vt5IGwRWmCf0GsEDSHwNPcniu9dVAW56J69vAXaSR7yvzdKPbgT/srQqYWd/jQXFmZmZ1wJfczczM6oADupmZWR1wQDczM6sDDuhmZmZ1wAHdzMysDjigm5mZ1QEHdDMzszrw/08IW1NhC6/HAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] @@ -10193,7 +10811,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -10217,7 +10835,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -10241,7 +10859,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAckAAAEGCAYAAAAOgW4QAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nO3dd5hU5fn/8fe9FFFhUQSkieBXwQALCy4iEGLBQgKiRFAUjagRS2K+mEjQxEIS8/0ZNbaosYCCxoINayQGIhKxhCJIsQsakK50Kcvevz/O2XXYNmeXnbIzn9d17bUzp819ds7OPU85z2PujoiIiJSVk+oARERE0pWSpIiISAWUJEVERCqgJCkiIlIBJUkREZEK1E11AFE0bdrU27Vrl+owRERqlblz565z92apjqM2qxVJsl27dsyZMyfVYYiI1Cpm9kWqY6jtVN0qIiJSASVJERGRCihJioiIVKBWtEmKiEh6mDt3bvO6deuOB7qQGQWtImBRYWHhT4866qg1pVcqSYqISGR169Yd36JFi+81a9bsm5ycnFo/+HdRUZGtXbu206pVq8YDg0uvz4RvASIikjxdmjVrtikTEiRATk6ON2vWbCNBybjs+iTHIyIitVtOpiTIYuH5lJsPlSRFREQqoCQpIiJSASVJERGRCihJiohIrfLRRx/VP+ywwzoPHz780MMPP7xz3759j9iyZYu99dZb+3br1u3IDh06dDrppJP+Z+3atXX29rV0C4iIiFTLmGcWHPLxqs371eQxO7RotO2Wod3+G2+7L7/8ssHf/va3z/v06fPFj370o8MeeeSRA++4444Wt99++5cDBw7cMnr06FZjx45t9dBDD8U9VmWyoiTZsGHDStdv2LCBe++9t9rHv+OOO9i2bVu1969J48aN49ZbbwVg5MiRPPPMM3t1vBkzZjBo0KC9OsbEiRP56quv9jqOt956a6+OISKZo3Xr1jv69OnzLUD37t23ffbZZ/ts3ry5zsCBA7cAXHzxxevfeeedyj/8I1BJku+S5OWXX16t/e+44w7OPfdc9tuvRr9QVWj37t3UqbPXtQhJsXv3biZOnEiXLl1o1apVpdsWFhZSt275l+SMGTNo2LAhffr0SUSYIlINUUp8iVK/fv2S21Dq1KnjGzZsqJeI10loSdLMlpnZQjObb2ZzwmVNzOyfZvZJ+PvARMYQa8uWLfTv358ePXqQl5fHCy+8AMDVV1/NZ599Rn5+PmPGjAHglltuoWfPnnTt2pUbbrgBgK1btzJw4EC6detGly5dmDx5MnfddRdfffUVxx9/PMcff3yZ15w+fTrdu3cnLy+PCy+8kB07djB16lSGDRtWsk1sae21116jd+/e9OjRg2HDhrFlyxYgmC5s7Nix9OjRg6effpoHH3yQnj170q1bN84444wqlWQ//fRTTjzxRLp160aPHj347LPPcHfGjBlDly5dyMvLY/LkyXv83YYOHcqRRx7JiBEjcPcKz610rE888QRz5sxhxIgR5Ofn8+233+4Ry3HHHcfo0aMpKCjgzjvv5KWXXqJXr150796dE088kdWrV7Ns2TLuu+8+br/9dvLz8/n3v//N2rVrOeOMM+jZsyc9e/Zk1qxZkc9fRDJP48aNd+fm5u6eOnVqQ4AJEyYc1Lt37y17e9xklCSPd/d1Mc+vBqa7+01mdnX4fGwS4qBBgwZMmTKF3Nxc1q1bxzHHHMPgwYO56aabWLRoEfPnzweCRPXJJ5/wn//8B3dn8ODBzJw5k7Vr19KqVSteeeUVADZu3Ejjxo257bbbeP3112natOker7d9+3ZGjhzJ9OnT6dChAz/5yU/461//ys9//nNGjRrF1q1b2X///Zk8eTLDhw9n3bp13HjjjUybNo3999+fP/3pT9x2221cf/31ABx00EHMmzcPgPXr13PxxRcDcO211zJhwgSuuOKKSH+HESNGcPXVVzNkyBC2b99OUVERzz33HPPnz2fBggWsW7eOnj178oMf/ACA9957j8WLF9OqVSv69u3LrFmzKCgoKPfcRo8eXSbW8ePHc+utt1JQUFBuPDt37iyZL/Sbb77hnXfewcwYP348N998M3/+85+59NJLadiwIVdddRUA55xzDldeeSXf//73+fLLLznllFP44IMPIp2/iGSmhx9+eOlll1126C9+8Yuctm3b7njiiSeW7e0xU1HdehpwXPh4EjCDJCVJd+c3v/kNM2fOJCcnhxUrVrB69eoy27322mu89tprdO/eHQhKUp988gn9+vXjV7/6FWPHjmXQoEH069ev0tf76KOPaN++PR06dADg/PPP55577mH06NEMGDCAl156iaFDh/LKK69w880388Ybb7BkyRL69u0LBMmjd+/eJcc766yzSh4vWrSIa6+9lg0bNrBlyxZOOeWUSH+DzZs3s2LFCoYMGQIEXxwA3nzzTc4++2zq1KnDwQcfzLHHHsvs2bPJzc3l6KOPpk2bNgDk5+ezbNkyGjVqVOG5lY41nthtly9fzllnncXKlSvZuXMn7du3L3efadOmsWTJkpLnmzZtYsuWLXHbn6UK5jwMC/euTVv2Uos8+OFNqY4i7XTs2HHnJ598srj4+e9///uSD/IFCxZ8WJOvlegk6cBrZubA/e7+AHCwu68M168CDi5vRzMbBYwCaNu2bY0E89hjj7F27Vrmzp1LvXr1aNeuHdu3by8btDvXXHMNl1xySZl18+bN4+9//zvXXnst/fv3LynlVdXw4cO5++67adKkCQUFBTRq1Ah356STTuKJJ54od5/999+/5PHIkSN5/vnn6datGxMnTmTGjBnViiOKffbZp+RxnTp1KCwsjLtPbKxV2faKK67gl7/8JYMHD2bGjBmMGzeu3H2Kiop45513SpK8JMDCZ2DVwuCDWiRLJTpJft/dV5hZc+CfZrZHhnd3DxNoGWFCfQCgoKCgRsYJ3LhxI82bN6devXq8/vrrfPHFFwA0atSIzZs3l2x3yimncN111zFixAgaNmzIihUrqFevHoWFhTRp0oRzzz2XAw44gPHjx++xf+nq1o4dO7Js2TI+/fRTDj/8cB599FGOPfZYAI499lguvPBCHnzwQYYPHw7AMcccw89+9rOS7bdu3cqKFStKSmuxNm/eTMuWLdm1axePPfYYrVu3jvQ3aNSoEW3atOH555/n9NNPZ8eOHezevZt+/fpx//33c/755/P1118zc+ZMbrnlFj78sPwvZZWdW3mvGfv3rczGjRtLzmXSpEl7HGPTpk0lz08++WT+8pe/lLQhz58/n/z8/EivIVXQIg8ueCXVUYikTEI77rj7ivD3GmAKcDSw2sxaAoS/y8zflSgjRoxgzpw55OXl8cgjj3DkkUcCQftZ37596dKlC2PGjOHkk0/mnHPOoXfv3uTl5TF06FA2b97MwoULOfroo8nPz+d3v/sd1157LQCjRo1iwIABZTruNGjQgIcffphhw4aRl5dHTk4Ol156KRCUyAYNGsSrr75a0mmnWbNmTJw4kbPPPpuuXbvSu3fvCpPUH/7wB3r16kXfvn1LziOqRx99lLvuuouuXbvSp08fVq1axZAhQ+jatSvdunXjhBNO4Oabb6ZFixYVHqOycytt5MiRXHrppeV23Clt3LhxDBs2jKOOOmqPLx2nnnoqU6ZMKem4c9dddzFnzhy6du1Kp06duO+++6r0NxARicKKeyrW+IHN9gdy3H1z+PifwO+B/sD6mI47Tdz915Udq6CgwIs7dohIkjw8MPitkmStZWZz3b38HnPVtGDBgmXdunVbF3/L2mXBggVNu3Xr1q708kRWtx4MTDGz4td53N2nmtls4Ckzuwj4AjgzgTGIiIhUW8KSpLt/DnQrZ/l6gtJkZOvXr2fixIl7LOvcuTM9e/YsaZMrLT8/n/z8fLZt28ZTTz1VZn1BQQFdunRh48aNTJkypcz63r1707FjR9atW8fLL79cZv0PfvADDjvsMFatWsXUqVPLrO/fvz+HHHII//3vf5k+fXqZ9QMGDKBFixZ8/vnnzJw5s8z6QYMG0bRpUz766CPefvvtMuuHDBlC48aNWbRoEeWVss8880z2228/5s+fX3JrS6wRI0ZQr149Zs+ezeLFi8usHzlyJABvvfUWH3/88R7r6taty7nnngvAG2+8wdKlS/dYv++++5b0WJ02bRrLly/fY31ubi4//vGPAZg6dSqrVq3aY/1BBx3EqaeeCsBLL73E+vXr91jfokULBgwYAMBzzz23R1slQJs2bTjxxBMBmDx5cpkq3vbt25e0n/7tb38r0xGpQ4cOJYMWlL7uIIuuvZVbePuzDWB7/g107dXea0+qLiuGpRMRqU0ef/dL7n39U56fvyLVoWS9hLVJ1iS1SYqkgNokU+as+9/m3aVfc0HfdtxwaudqH0dtktGlok1SREQievzdL3khLDkuWbmJXu2b7FWCzGSjR49u1aRJk8Lrr79+DcAVV1zRunnz5rt27txpU6ZMabJz504bOHDghttvv/2rTZs25QwePPiwlStX1i8qKrJf//rXX1188cXfRH0tJUkRkRR7/N0v+c2UhQD0at+ETi1zOS0/2r3PKfX8zw5hzZKandmheadtnH5PpQOnX3bZZeuGDBnyP9dff/2a3bt38/zzzx94/fXXr/jXv/6V+/7773/g7px44omHv/rqqw1Xr15dt0WLFrtmzJjxKcD69eurNDuEkqSISArFJsj/G5LHOb1qZoSxTNaxY8edBxxwQOGsWbP2XblyZb3OnTtvmz179v4zZ87M7dSpUyeAbdu25Xz44YcN+vfvv/m3v/3tIZdddlnr0047beOAAQOqNOi5kqSISAoUV6++u/RroJYmyDglvkS64IIL1o0fP77pmjVr6l1wwQXrp02b1mj06NErx4wZU6a9dN68eUueffbZxtddd13radOmbbr11ltXlnfM8ihJiogkWenq1dPyW9e+BJli55133oY//vGPrQsLC+2MM874vF69ej5u3LhWo0aN+rpx48ZFS5curVe/fn3ftWuXNW/evPDyyy//+sADD9w9YcKEpvGP/h0lSRGRJFL1as1o0KCB9+nTZ9MBBxywu27duvz4xz/etHjx4gY9e/Y8EmC//fYreuyxx5Z++OGH+1xzzTVtcnJyqFu3rt97771fVOV1lCRFRJJECbLm7N69m3nz5jV8+umnPytedt1116257rrr9hgPvHPnzjvOOOOMJWWPEI0GExARSQIlyJozd+7cBoceemhev379NuXl5e1I5GupJCkikmBKkDXrqKOO2r58+fKFyXgtJUkRkQSIHRygVvdgLauoqKjIcnJy0n+4toiKiooMKCpvnapbRURqWHHJsTg59mrfJFMSJMCitWvXNg4TS61XVFRka9eubQwsKm+9SpIiIjUkI+59jKOwsPCnq1atGr9q1aouZEZBqwhYVFhY+NPyVipJiohUQ2x1arHYkmOm3vt41FFHrQEGpzqOZFGSFBGpotKDARTL5OSYrZQkRUSqQD1Vs4uSpIhIHBncU1XiUJIUEalE6apVValmFyVJEZFSVHKUYkqSIiKh0rdwqOQoSpIiImj6KimfkqSIZLVsGABAqk9JUkSyTnltjio9SnmUJEUkq6i3qlSFkqSIZA0NBCBVlQmD04qIxKUEKdWhkqSIZKTSA5CrY45Uh5KkiGSc8gYgV9ujVEfCk6SZ1QHmACvcfZCZtQeeBA4C5gLnufvORMchItlB1apSk5LRJvm/wAcxz/8E3O7uhwPfABclIQYRyQJKkFLTEpokzawNMBAYHz434ATgmXCTScDpiYxBRLKDEqQkQqJLkncAvwaKwucHARvcvTB8vhxoXd6OZjbKzOaY2Zy1a9cmOEwRqc2UICVREtYmaWaDgDXuPtfMjqvq/u7+APAAQEFBgddweCKSATSknCRa3CQZVpkOB/oBrYBvgUXAK8Cr7l5Uwa59gcFm9iOgAZAL3AkcYGZ1w9JkG2BFBfuLiFRIA5JLMlSaJM3sYYLq0JcJOtysIUh4HYABwG/N7Gp3n1l6X3e/BrgmPM5xwFXuPsLMngaGEvRwPR94ocbORkQynkqPkkzxSpJ/dvdF5SxfBDxnZvWBql6dY4EnzexG4D1gQhX3F5EspdKjJFulSTI2QZrZvkBbd/8oZv1O4NN4L+LuM4AZ4ePPgaOrF66IZCt1zpFUiNS71cwGA/OBqeHzfDN7MZGBiYgUU4KUVInau/UGgtLfDAB3nx+OnCMikjBqf5RUi5okd7n7xmAsgBK6LUNEEkbtj5IOoibJxWZ2DlDHzI4AfgG8lbiwRCSbqXpV0kXUEXeuADoDO4DHgY3A6EQFJSLZSwlS0knUkuSR7v5b4LeJDEZEspsSpKSbqEnyz2bWgmBg8skV3DspIlIlmhhZ0l2kJOnux4dJ8kzgfjPLJUiWNyY0OhHJWJoYWWqDyAOcu/sq4C4ze51gZo/rASVJEakS3dYhtUmkJGlm3wPOAs4A1gOTgV8lMC4RyUC6rUNqm6glyYcIEuMp7v5VAuMRkQyk0qPUVlHbJHsnOhARySyxnXKKk6NKj1LbxJsq6yl3P9PMFrLnCDsGuLt3TWh0IlIrla5WVXKU2ipeSfJ/w9+DEh2IiGQG3esomSTeVFkrw4eXu/vY2HVm9ieCuSFFRNTuKBkp6rB0J5Wz7Ic1GYiI1F7Fpcd3l35Nr/ZNlCAlY8Rrk7wMuBw4zMzej1nVCJiVyMBEJL2V1zFHyVEyTbw2yceBV4H/B1wds3yzu3+dsKhEJK2pY45ki3htkhsJZvw4G8DMmgMNgIZm1tDdv0x8iCKSahpjVbJV1BF3TgVuA1oBa4BDgQ8Ips8SkQy0evN21m3Zwe/vf3uP+xyLf6vkKNkg6og7NwLHANPcvbuZHQ+cm7iwRCTV1m3ZwbaduwElRcleUZPkLndfb2Y5Zpbj7q+b2R0JjUxEUqK4avWqnbvZr34dJl+iAbcke0VNkhvMrCEwE3jMzNYAWxMXloikQmyHnP1y69C04T4pjkgktaLeJ3ka8C1wJTAV+Aw4NVFBiUjylR4pp3PLxhzcqEGKoxJJragDnMeWGiclKBYRSbJK73VcksrIRNJDvMEENrPnwOYlqwgGOM9NSFQiklClh5DTvY4i5Yt3n2SjZAUiIsmhiY9Foot6n2S5/0EaTECk9tAA5CJVF7V36ysxjxsA7YGP0GACImlNEx+L7J2oHXfyYp+bWQ+Cgc8rZGYNCG4Z2Sd8nWfc/QYzaw88CRwEzAXOc/ed1YhdRCqh8VVF9l7UkuQe3H2emfWKs9kO4AR332Jm9YA3zexV4JfA7e7+pJndB1wE/LU6cYhIWapWFak5UdskfxnzNAfoAXxV2T7u7sCW8Gm98MeBE4BzwuWTgHEoSYrUCHXKEalZUUuSsb1cCwnaKJ+Nt5OZ1SGoUj0cuIdgEIIN7l4YbrIcaF3BvqOAUQBt2+qfXCSe0oMBKDmK7L2obZK/q87B3X03kG9mBwBTgCOrsO8DwAMABQUF5d2rKZL1NPGxSGJFrW4tAH5LMEVWyT7u3jXK/u6+wcxeB3oDB5hZ3bA02QZYUfneIlIedcwRSbyo1a2PAWOAhUBRlB3MrBnB7CEbzGxf4CTgT8DrwFCCHq7nAy9UNWiRbKeqVZHkiJok17r7i1U8dktgUtgumQM85e4vm9kS4EkzuxF4D5hQxeOKZDUlSJHkiZokbzCz8cB0gls7AHD35yrawd3fB7qXs/xz4OgqxikiKEGKJFvUJHkBQaebenxX3epAhUlSRPZObKecYuqcI5JcUZNkT3fvmNBIRKRE6U45xdQ5RyS5oibJt8ysk7trhjmRBFOVqkj6iJokjwHmm9lSgjbJ4vkkI90CIiKV0/2OIukpapIckNAoRLKUJj8WSW9Rk6RGvBGpYRpnVST9VWU+SSeoZtV8kiJ7QbN0iNQeCZtPUkTKUulRpHZJ5HySIhJDvVZFap+EzScpIuq1KlLbJXQ+SZFs98L8FSxZuYlOLXNVvSpSCyV0PkmRbPb4u1/y7tKv6dW+CZMv6Z3qcESkGqJWt/4TGObuG8LnBwJPuvspiQxOpNrmPAwLn0nZy6/evJ3D1m3lyfrQfsf+8HCDlMVSbasWQou8+NuJZLCciNs1K06QAO7+DdA8MSGJ1ICFzwQf8imwevN2lq7bCkD7pvtzcKNamCAhSJB5Q1MdhUhKRW2T3G1mbd39SwAzOxQNMCDprkUeXPBKUl+ydA/WY9T+KFKrRU2SvwXeNLM3CAYU6AeMSlhUIrWMBggQyUxRO+5MDQcQOCZcNNrd1yUuLJH0V97tHerBKpJZKk2SZtbO3ZcBhEnx5VLrDWjt7ssTFqFIGio9co6So0hmileSvMXMcoAXgLnAWoKxWw8Hjgf6AzcASpKSFVStKpJdKk2S7j7MzDoBI4ALgZbANuAD4O/AH919e8KjFEmx8qa0UslRJPPFbZN09yUEHXdEso6So0h2q9YA5yKZTslRREBJUmQPSo4iEktJUiRG8YDkSo4iAtHHbp3u7v3jLROpjWLvdyyesUMDkosIxL9PsgGwH9A0HNTcwlW5QOsExyaScKXvd+zUMpfT8nVpi0ggXknyEmA00IrgPsniJLkJuDuBcYkklO53FJEo4t0neSdwp5ld4e5/SVJMIgmjjjkiUhVRx279i5n1AdrF7uPujyQoLpEaozFWRaS6onbceRT4H2A+sDtc7ECFSdLMDgnXHxxu+4C732lmTYDJBAl3GXBmOD+lSI3TGKsisjei3gJSAHRy96rMIVkI/Mrd55lZI2Cumf0TGAlMd/ebzOxq4GpgbFWCFoli9ebte8ztqMQoIlWVE3G7RUCLqhzY3Ve6+7zw8WaC8V5bA6cBk8LNJgGnV+W4IlGs3rydpeu2AkqQIlJ9UUuSTYElZvYfYEfxQncfHGVnM2sHdAfeBQ5295XhqlUE1bHl7TOKcGLntm31ASfRFLc/XqkEKSI1IGqSHFfdFzCzhsCzBBM1bwqmoAy4u5tZuVW47v4A8ABAQUFBVap5JcuU1zGnUW5dmjbch2OUIEVkL0Tt3fqGmR0KHOHu08xsP6BOvP3MrB5BgnzM3Z8LF682s5buvtLMWgJrqhu8ZLfybuco7pjTeUnjFEcnIpkgau/WiwmqPpsQ9HJtDdxHMOlyRfsYMAH4wN1vi1n1InA+cFP4+4VqRS5ZrXSv1TI9VpekKDARyShRq1t/BhxN0KaIu39iZs3j7NMXOA9YaGbzw2W/IUiOT5nZRcAXwJlVjlqylkbKEZFkipokd7j7zuL2RDOrS3DvY4Xc/U2+G8auNA2MLpFpMAARSZWoSfINM/sNsK+ZnQRcDryUuLBEAhoMQERSKWqSvBq4CFhIMOj534HxiQpKRNWqIpIOoibJfYGH3P1BADOrEy7blqjAJDtpAHIRSSdRk+R04ERgS/h8X+A1oE8igpLsFLfHqohIkkVNkg3cvThB4u5bwnslRaottkMOoKpVEUk7Ucdu3WpmPYqfmNlRwLeJCUmyxQvzV7Bk5aaS573aN1GCFJG0ErUk+b/A02b2FcFtHS2AsxIWlWS04hLkkpWb6NQyl8mX9E51SCIi5YqbJM0sB6gPHAl0DBd/5O67EhmYZJ6KOuWIiKSruEnS3YvM7B53704wZZZIZBoIQERqs8i9W83sDOC5Kk68LFlMAwGISG0XNUleAvwS2G1m3xK0S7q75yYsMqm1NBCAiGSKqFNlNUp0IJIZdK+jiGSSqFNlGTACaO/ufzCzQ4CW7v6fhEYntUJ57Y4qPYpIJoh6n+S9QG/gnPD5FuCehEQktUpxyTG2U44SpIhkiqhtkr3cvYeZvQfg7t+YWf0ExiVpTu2OIpINoibJXeGg5g5gZs2AooRFJWlLA5CLSDaJmiTvAqYAzc3sj8BQ4NqERSVpSZ1yRCTbRO3d+piZzQX6E9z+cbq7f5DQyCQtqFOOiGSzSpOkmTUALgUOJ5hw+X53L0xGYJJ6GgxARLJdvJLkJGAX8G/gh8D3gNGJDkpSRyVHEZHvxEuSndw9D8DMJgC6LzIDVTS+qkqOIpLt4iXJkpk+3L0wGFNAMomqVEVEKhYvSXYzs+JZcQ3YN3yusVszRHEJUlWqIiJlVZok3b1OsgKR5Iqd+LhX+yZKkCIi5Yh6n6RkkPLudxQRkbKUJLNMbIJUFauISOWUJLOAbusQEakeJckMp96rIiLVl7AkaWYPAYOANe7eJVzWBJgMtAOWAWe6+zeJiiGbaZYOEZG9F3U+yeqYCAwotexqYLq7HwFMD59LDYud41HzO4qIVF/CSpLuPtPM2pVafBpwXPh4EjADGJuoGLKNSo8iIjUr2W2SB7v7yvDxKuDgJL9+xqloSDm1O4qI7L2Uddxxdzczr2i9mY0CRgG0basP+4oUDwjQqWWukqOISA1LdpJcbWYt3X2lmbUE1lS0obs/ADwAUFBQUGEyzUaxpcfiBDn5kt4pjkpEJPMksuNOeV4Ezg8fnw+8kOTXr/ViO+UAdGqZqxFzREQSJJG3gDxB0EmnqZktB24AbgKeMrOLgC+AMxP1+plEgwGIiKRGInu3nl3Bqv6Jes1MU7q3qgYDEBFJLo24k6bKG4RciVFEJLmUJNOQBiEXEUkPSpJpRIMBiIikFyXJNFBe26OqV0VEUk9JMsXU9igikr6UJFNEVasiIulPSTLJVLUqIlJ7KEkmkapWRURqFyXJJFDVqohI7aQkmUCqWhURqd2UJBNEVasiIrWfkmQCaMQcEZHMoCRZg9T2KCKSWZQka4DaHkVEMpOS5F5S26OISOZSkqwmVa2KiGQ+JclqemH+Cpas3KTSo4hIBlOSrKLiEuSSlZvo1DKXyZf0TnVIIiKSIEqSEVXUOUdERDKXkmQlihMjoJ6rIiJZSEmyAqV7rSo5iohkHyXJcmjEHBERAchJdQDpRglSRESKqSQZ0n2PIiJSmpIkGjVHRETKpyQJJT1YVXoUEZFYWZ0kYwcG6NW+iRKkiIjsISuTpAYGEBGRKLIuSar9UUREokpJkjSzAcCdQB1gvLvflOjXVO9VERGpqqQnSTOrA9wDnAQsB2ab2chK3hMAAApHSURBVIvuviQRr6cJkUVEpLpSUZI8GvjU3T8HMLMngdOAGk+S79x7MYetWsiVQKPcujRtuA8H128QvFJCUrKkjVULoUVeqqMQkVouFUmyNfDfmOfLgV6lNzKzUcAogLZtq1/qa9QgTI6NGlT7GFILtciDvKGpjkJEarm07bjj7g8ADwAUFBR4dY5xzOUP1mhMIiKSXVIxdusK4JCY523CZSIiImklFUlyNnCEmbU3s/rAcODFFMQhIiJSqaRXt7p7oZn9HPgHwS0gD7n74mTHISIiEk9K2iTd/e/A31Px2iIiIlFpPkkREZEKKEmKiIhUQElSRESkAkqSIiIiFTD3at2nn1Rmthb4opq7NwXW1WA46UjnmDmy4Tx1jslzqLs3S3UQtVmtSJJ7w8zmuHtBquNIJJ1j5siG89Q5Sm2i6lYREZEKKEmKiIhUIBuS5AOpDiAJdI6ZIxvOU+cotUbGt0mKiIhUVzaUJEVERKpFSVJERKQCaZ0kzWyAmX1kZp+a2dUxy08ws3lmtsjMJplZmYHazew4M9toZu+Fx5hpZoOSewbRmdkhZva6mS0xs8Vm9r8x6/LN7B0zm29mc8zs6HL2P87MXk5u1NGZ2UNmtsbMFpVa3s3M3jazhWb2kpnllrNvOzNzM7sxZllTM9tlZncnI/54auBadTP7acyy/HDZVck6h6jiXKtR389FpZeni0qu1bj/hzHb3mFmK8wsrT9jJQJ3T8sfgmm0PgMOA+oDC4BOBIn9v0CHcLvfAxeVs/9xwMsxz/OBZUD/VJ9bBefbEugRPm4EfAx0Cp+/BvwwfPwjYEa88023H+AHQA9gUanls4Fjw8cXAn8oZ992wOfAezHLLgPmA3dXIYa6CTq3mrhWFwKvxSz7U3h+V6X6vSsn3squ1ajv56JEx7kX51fRtRr3/zBcl0Mw+Mk7wPGpPh/97N1POn/LORr41N0/d/edwJPAacBBwE53/zjc7p/AGfEO5u7zCT6kfg5gZs3M7Fkzmx3+9A2XNzSzh8Nvwu+bWdxj1wR3X+nu88LHm4EPgNbFq4Hib+SNga8qO5aZHR1+m3/PzN4ys47h8pFm9pyZTTWzT8zs5sScTVnuPhP4upxVHYCZ4ePK3sttwAdmVnyD9lnAU8UrzexUM3s3POdpZnZwuHycmT1qZrOAR2viXMpRE9fqF0ADMzvYzAwYALxavNLMLg6v0wXhdbufmTUys6VmVi/cJjf2eaLEuVajvp9AyTV5d8zzl83suPDxFjP7Y3jO7xS/p4lWybUa9f/wOGAx8Ffg7OKF4bV4VczzRWbWLnx8XVgT8aaZPZGONQjZKp2TZGuCb+HFlofL1gF1Yz4shwKHRDzmPODI8PGdwO3u3pPgH3l8uPw6YKO757l7V+Bf1T+F6gn/cboD74aLRgO3mNl/gVuBa+Ic4kOgn7t3B64H/i9mXT5BgskDzjKzqH+7RFlMkFAAhlH5e/kkMDyMeTd7fki9CRwTnvOTwK9j1nUCTnT3s0mMmrpWnyH4G/QhuFZ3xKx7zt17uns3gqR0UZigZgADw22Gh9vt2rvTia6ca7Uq72c8+wPvhOc8E7h4L45VE6L+H54NPAFMAQbG+9JiZsWfQd2AHwIaqSeNpHOSLJe7O8GHwe1m9h9gM8EHZhQW8/hE4G4zmw+8COSaWcNw+T0xr/dNjQQeNcAghmeB0e6+KVx8GXClux8CXAlMiHOYxsDTYZvK7UDnmHXT3X2ju28HlgCH1ugJVN2FwOVmNpeg6m5nJdtOBU4ieP8nl1rXBviHmS0ExrDnOb/o7t/WXMjRVONafYogsRR/yMbqYmb/Ds9vBN+d33jggvDxBcDDNRR+XBVcq1V5P+PZCRS3s88lqKZNpbj/h2ZWn6Aq9vnwb/IucEqc4/YFXnD37eEXn5dqNmzZG+mcJFew57fQNuEy3P1td+/n7kcTfMP8uJz9y9Od4Fs4BOd+jLvnhz+t3X1LDcVeLeE3zmeBx9z9uZhV5wPFz58mqN6rzB+A1929C3Aq0CBmXWzpZDdQpiNJMrn7h+5+srsfRZAYPqtk250EH5a/Iih1xfoLQftkHnAJe57z1pqNuowauVbdfRWwi+CLwPRSqycCPw/P73eE5+fus4B2YRVlHXdPSoeYiq7VqryfoUL2/ByKfd92hV80IA2uVaL9H54CHAAsNLNlwPf5rsq1snOVNJXOSXI2cISZtQ+/nQ0nKPFhZs3D3/sAY4H74h3MzLoSVKUWlxJfA66IWZ8fPvwn8LOY5Qfu9ZlEELZDTQA+cPfbSq3+Cjg2fHwC8EmcwzUm/JAGRtZUjIkQ817mANcS/738MzDW3Uu3GcWe8/k1GmR8NXmtXk9wfqVLnI2AlWFyGlFq3SPA4ySpFFnZtVqN93MZkG9mOWE1erwvgKkU5f/wbOCn7t7O3dsB7YGTzGw/gnPtAWBmPcJ1ALOAU82sQVg6T9te+NkobZOkuxcSdLL5B0Hp7yl3XxyuHmNmHwDvAy+5e0Xthv3CjhwfESTHX7h78Tf0XwAFYeecJcCl4fIbgQPDRvUFwPE1f3bl6gucB5xgQRfz+Wb2o3DdxcCfw3j+DxhVzv51+a6UeDPw/8zsPVL/7RsAM3sCeBvoaGbLzeyicNXZZvYxQTvqV8T5oHf3xe4+qZxV4wiqmOeS5CmKauhaLT7WW+7+fDmrriOouptF8LeK9RhwIGWraBOlsms1yvsZe63OApYSVP3fRdAWm1KVXKuV/h+GiXAA8ErxMnffStBefipBybuJmS0muF4+DreZTfCl6n2CzloLgY0JO0GpEg1LlyEsuFettbv/Ou7GklHMbChwmrufl+pYojCz04AR7n5mqmNJF2bW0N23hIl2JjCquAexpFZalDJk75jZBKALoA+dLGNmfyHoEfmjeNumAzP7PUHv15EpDiXdPGBmnQjaKScpQaYPlSRFREQqkLZtkiIiIqmmJCkiIlIBJUkREZEKKEmKlGJmu8PbGhaH44b+yuLM5mDBzBbnJCtGEUkOJUmRsr4NR2HqTDD6zQ+BG+Ls0w5QkhTJMOrdKlKKmW1x94Yxzw8jGFWnKcFYt48SDL4NwVBxb5nZO8D3CG6Mn0RwY/xNBDNC7APc4+73J+0kRKRGKEmKlFI6SYbLNgAdCQYpL3L37WZ2BPCEuxeEY6de5e6Dwu1HAc3d/cZwSLpZwDB3X5rUkxGRvaLBBESqph7B7DH5BINud6hgu5OBruFoOBCMLXsEQUlTRGoJJUmROMLq1t3AGoK2ydUEc//lANsr2g24wt3/kZQgRSQh1HFHpBJm1oxgJou7w2mbGgMr3b2IYJDvOuGmmwlm6ij2D+Cy4gl3zayDme2PiNQqKkmKlLVvOBl3PYI5AB8FiqeEuhd41sx+QjAJdPFcle8Du8MZIiYCdxL0eJ0XTi21Fjg9WScgIjVDHXdEREQqoOpWERGRCihJioiIVEBJUkREpAJKkiIiIhVQkhQREamAkqSIiEgFlCRFREQq8P8B0TJYlPzaXagAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] @@ -10265,7 +10883,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -10289,7 +10907,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -10303,7 +10921,7 @@ "data": { "text/markdown": [ "## \n", - " ## COVID vaccination rollout among **55-59** population up to 25 May 2021" + " ## COVID vaccination rollout among **55-59** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -10326,7 +10944,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -10350,7 +10968,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -10374,7 +10992,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgwAAAEGCAYAAAAJ9c30AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nOzdeVyVdfr/8dfncFhkVRbFHUwBUdyX0jRLKzWqsUQty7QaW6Z+32pyalomq5nvODW22KYtX03HKdLJSjMtHU1tB3PBLTdcEBBEwQNy8HA+vz8OBw9wgMNyWK/n4+FDuM997vsD48TFfb/v61Jaa4QQQgghqmJo7AUIIYQQoumTgkEIIYQQ1ZKCQQghhBDVkoJBCCGEENWSgkEIIYQQ1TI29gJcERoaqiMiIhp7GUII0awkJydna63DGnsdomVoFgVDREQESUlJjb0MIYRoVpRSxxp7DaLlkFsSQgghhKiWFAxCCCGEqJYUDEIIIYSoVrPIMAghhGgakpOT2xuNxveBvsgvnS2JFUixWCz3Dh48+LSzHaRgEEII4TKj0fh+eHh477CwsLMGg0GGEbUQVqtVZWVlxWZkZLwP3ORsH6kOhRBC1ETfsLCwPCkWWhaDwaDDwsJysV05cr5PA65HCCFE82eQYqFlKvnftdK6QAoGIYQQQlRLCgYhhBDNSkJCQkRwcHD/Xr169alsn8cee6yTUmpwSkqKt33bCy+80F4pNXjLli2+NT3nggULQlJTUz2r2+/AgQNeVa2rpqZOndo9OTnZp67HWbBgQciMGTO61eUYUjAIIYRoVu6+++7sL7744mB1+/Xq1evC0qVLg+2ff/bZZ8E9e/YsrM05//Wvf4UeP3682oKhPlksFhITE48NHjy4Vmuub1IwCCGEaFYmTJhgCgsLs1S338SJE8+tXbu2LcCePXu8AwICLO3atSt936JFi4KjoqJie/Xq1eeBBx7oDLYf0rfeemtEr169+kRFRcU+//zz7RcvXtwuJSXFd8aMGT1iYmJiTSaTcjzP1q1bfaOjo2Ojo6NjX3nllfb27RaLhfvuu69L3759e0dFRcW+/PLLoQBr1qwJGDJkSPSYMWN6RkRE9L399tu7FRcXA+Dr6zvw97//fZfo6OjYjRs3+g8bNix6y5Ytvi+99FLYfffd18V+bMcrBm+//XZwXFxc75iYmNjbb7+9u8Vi+xJff/31kIiIiL5xcXG9v//+e//af8dt5LFKIYQQtTJn5c6uv2Wcr/Hl/apEhQcUvDy5/4n6OFZgYGBxp06din755ReflStXtp08efLZZcuWhQKkpqZ6zp07t3NycvK+sLAwy6hRo6KWLVvWNiIioig9Pd3z4MGDewCys7M9QkNDi9955532//znP0+MHj26oPx57rnnnojXX3/9+IQJE0yOP9Rfe+210KCgoOKUlJR9Fy5cUEOHDo258cYb8wB2797t9+uvv6ZERUUVjR49utfSpUvbzZo16+yFCxcMw4cPz3/vvfdOAjz77LMA3HHHHWcvv/zyGOAkwMqVK4Offvrp9O3bt/usXLkyOCkpab+3t7e+4447ui1cuDDkxhtvzJs3b16n5OTkfcHBwcUjRoyI7tu3b4W114RcYRBCCNFiTZkyJWfZsmXBX375Zbvp06eftW/ftm2b3+WXX36+U6dOFk9PT6ZOnZrz7bff+sfExJhPnDjhfdddd3VduXJlYLt27YqrOn52drbH+fPnPSZMmGACuPvuu8/YX9uwYUPgJ598EhITExM7cODA3mfPnjXu3bvXByAuLi4/Nja2yGg0MmXKlJytW7f6A3h4eDBz5syz5c/TqVMnS9euXc0bN270y8jI8Dh8+LDPtddea1q3bl1ASkqKb//+/XvHxMTEbtu2LfDIkSPeW7ZsKf36fHx89C233JJT1++lXGEQQghRK/V1JcCdpk6dmvuXv/ylS1xcXEFwcLC1uv3DwsKKU1JS9q5atSpw4cKFYYmJicErVqxIrc25tdZq/vz5x2+99dY8x+1r1qwJUKrMXQ3sn3t5eVmNRuc/mhMSEnI++uijdjExMYUTJkw4azAY0FqrhISEM2+99Vaa477Lli1rW5s1V0WuMAghhGixAgICrHPnzj357LPPpjtuHzVqVP5PP/0UkJ6ebrRYLKxYsSJ4zJgxpvT0dGNxcTEzZ8489/e//z1t9+7dvgD+/v7Fubm5HuWPHxoaWhwQEFC8fv16f4AlS5aUhiyvvfba3HfeeSfMbDYrgF27dnnn5eUZwHZLYv/+/V7FxcWsXLkyeNSoUeer+1qmT59+bv369W1XrFgRPH369ByA8ePH561Zs6ZdWlqaESAzM9Pjt99+8xo9enT+Tz/9FJCRkeFhNpvVqlWr2tX+u2gjVxiEEEI0KzfeeGPkjz/+GHD27Fljhw4d+j355JOnHn300ezK9p89e3aFS/zdu3e/+Nxzz6VdddVVUVprNW7cuHN33HHHuR9++KHNPffcE2G1WhXACy+8cBJgxowZ2Q8//HD3OXPmWJOSkvb5+/uXNq/64IMPUu+9994IpRRjxowpvZrw6KOPZqempnrHxcX11lqr4ODgi2vXrj0M0Ldv3/z777+/W2pqqs+IESPy7rzzznPVfd1hYWHFPXv2LDx48GCbq6++ugBg8ODBhc8880za2LFjo6xWK56ennrBggXHx44dm//EE0+cuvzyy3sHBAQU1zW/AKC0bvoNu4YMGaKTkpIaexlCCOEeSYth98qK28PjYMK8Wh9WKZWstR5Sh5VVsHPnztT+/ftX+sNZVG/NmjUB8+fP77Bp06ZDjb2W8nbu3Bnav3//CGevyS0JIYRobLtXQsbuxl6FEFWSWxJCCNEUhMfBrC8bexWiAcTHx5+Pj4+vNrPQ1MgVBiGEEEJUS64wCCFEQ6ksq5Cx23aFQYgmTK4wCCFEQ6ksqxAeB3GTG349QtSAXGEQQoiGJFkF0Uy1iisM/v5Vz9w4d+4cb7/9dq2P/9prr1FQUOdHXOvF3Llz+ec//wnAzJkzWbnSyeXPGti8eTPx8fF1OsaSJUs4depUndfx/fff1+kYQoiW4dChQ57Dhw+Puuyyy/r07Nmzz4svvti++neJumoVBUN1mlvBYJ9q1hwUFxe7XDDYJ6w5IwWDEMLO09OT+fPnnzx8+PCeX375Zd8HH3zQPjk52aex19XStaqCwWQyMXbsWAYNGkRcXByff/45AE8++SSHDx9mwIABzJkzB4CXX36ZoUOH0q9fP5577jkA8vPzueGGG+jfvz99+/YlMTGRBQsWcOrUKa6++mquvvrqCufcuHEjAwcOJC4ujrvvvhuz2cy6detISEgo3cfxt/ivv/6aK664gkGDBpGQkIDJZAIgIiKCJ554gkGDBrFixQree+89hg4dSv/+/bn11ltrVLAcOnSIcePG0b9/fwYNGsThw4fRWjNnzhz69u1LXFwciYmJZb5vkydPJiYmhunTp2Nv9uXsayu/1o8++oikpCSmT5/OgAEDuHDhQpm1jBkzhkceeYQhQ4bw+uuvs3r1aoYPH87AgQMZN24cmZmZpKamsnDhQl599VUGDBjA1q1bycrK4tZbb2Xo0KEMHTqU7777zuWvX4gGkbQYFt9Q9o/0WqgX3bt3v3jllVcWALRr18562WWXXTh+/LhXY6+rpWtVGQYfHx9WrVpFYGAg2dnZXH755dx0003MmzePlJQUduzYAdh+aB88eJCff/4ZrTU33XQTW7ZsISsri06dOvHll7b7j7m5uQQFBfHKK6+wadMmQkNDy5yvsLCQmTNnsnHjRqKiopgxYwbvvPMODz30ELNnzyY/Px8/Pz8SExOZNm0a2dnZ/PWvf2XDhg34+fnxj3/8g1deeYW//OUvAISEhLB9+3YAzpw5w+9//3sAnnnmGT744AMefvhhl74P06dP58knn2TSpEkUFhZitVr59NNP2bFjBzt37iQ7O5uhQ4cyevRoAH799Vf27NlDp06dGDlyJN999x1Dhgxx+rU98sgjFdb6/vvv889//pMhQ5w3nCsqKsLeyfPs2bP8+OOPKKV4//33eemll5g/fz73338//v7+PP744wDcfvvtPProo1x55ZUcP36c66+/nn379rn09QvRIOwBR8enH1pauPGzP3Tl9N56HW9N+9gCfveWy0OtDhw44LV3717fq666ylSv6xAVuLVgUEqlAueBYsCitR6ilAoGEoEIIBWYorWu0OfbHbTWPPXUU2zZsgWDwUBaWhqZmZkV9vv666/5+uuvGThwIGD7DfvgwYOMGjWKP/7xjzzxxBPEx8czatSoKs934MABIiMjiYqKAuCuu+7irbfe4pFHHmH8+PGsXr2ayZMn8+WXX/LSSy/x7bffsnfvXkaOHAnYfpBeccUVpcebOnVq6ccpKSk888wznDt3DpPJxPXXX+/S9+D8+fOkpaUxadIkwFZEAWzbto3bbrsNDw8POnTowFVXXcUvv/xCYGAgw4YNo0sX24j3AQMGkJqaSkBAQKVfW/m1Vsdx35MnTzJ16lTS09MpKioiMjLS6Xs2bNjA3r17Sz/Py8vDZDJVm1cRokHVMuC44rcVrD2ylpjgGJ4Y9oQbFtYy5ObmGm655ZbL5s2bd8KVSZSibhriCsPVWmvHvuNPAhu11vOUUk+WfN4g/49Yvnw5WVlZJCcn4+npSUREBIWFhRX201rz5z//mfvuu6/Ca9u3b2ft2rU888wzjB07tvS3/5qaNm0ab775JsHBwQwZMoSAgAC01lx77bV89NFHTt/j5+dX+vHMmTP57LPP6N+/P0uWLGHz5s21WocrvL29Sz/28PCoMmtg57jWmuz78MMP89hjj3HTTTexefNm5s6d6/Q9VquVH3/8sbTgEaIlWXtkLUmZScQExzT2UqpWgysB9c1sNqsbbrjhsoSEhJy77rqr2sFNou4a45bEzcCYko8/BDbTQAVDbm4u7du3x9PTk02bNnHs2DEAAgICOH/+UpfO66+/nmeffZbp06fj7+9PWloanp6eWCwWgoODueOOO2jbti3vv/9+mfeXvyURHR1Namoqhw4domfPnixbtoyrrroKgKuuuoq7776b9957j2nTpgFw+eWX84c//KF0//z8fNLS0kp/i3d0/vx5OnbsyMWLF1m+fDmdO3d26XsQEBBAly5d+Oyzz/jd736H2WymuLiYUaNGsWjRIu666y5ycnLYsmULL7/8Mvv373d6nKq+NmfndPz+ViU3N7f0a/nwww/LHCMv79JI+euuu4433nijNHOyY8cOBgwY4NI5hKizyhowOXKhGdOuDevY993mCtsjc84RSU+G6XYwrA7rbKGsVivTpk3rHhUVVTh37tyKl4mFW7g79KiBr5VSyUqp2SXbOmit7XPJM4AOzt6olJqtlEpSSiVlZWXVy2KmT59OUlIScXFxLF26lJgYW/UeEhLCyJEj6du3L3PmzOG6667j9ttv54orriAuLo7Jkydz/vx5du/ezbBhwxgwYADPP/88zzzzDACzZ89m/PjxFUKPPj4+LF68mISEBOLi4jAYDNx///2A7Tf1+Ph4vvrqq9LAY1hYGEuWLOG2226jX79+XHHFFZX+wH7xxRcZPnw4I0eOLP06XLVs2TIWLFhAv379GDFiBBkZGUyaNIl+/frRv39/rrnmGl566SXCw8MrPUZVX1t5M2fO5P7773caeixv7ty5JCQkMHjw4DIF2I033siqVatKQ48LFiwgKSmJfv36ERsby8KFC2v0PRCiTlwZFuVCXmHfd5vJSj1ajwtrHb755hv/zz77LGTbtm0BMTExsTExMbGJiYlBjb2uls6t462VUp211mlKqfbAN8DDwBda67YO+5zVWrer6jgy3loI0aQsvsH2dx0bML35xD3kFOZwdELbMtsP5BwgOjiaxeMX1+n4Mt5a1FRV463dektCa51W8vdppdQqbBfXMpVSHbXW6UqpjsDp6o5z5swZlixZUmZbnz59GDp0aOkl+fIGDBjAgAEDKCgo4JNPPqnw+pAhQ+jbty+5ubmsWrWqwutXXHEF0dHRZGdns2bNmgqvjx49mh49epCRkcG6desqvD527Fi6du3KiRMn2LhxY4XXx48fT3h4OEeOHGHLli0VXo+Pjyc0NJQDBw7www8/VHh90qRJBAUFkZKSgrNiasqUKfj6+rJjx47Spz8cTZ8+HU9PT3755Rf27NlT4fWZM2cC8P333/Pbb7+Vec1oNHLHHXcA8O2333L0aNnfkNq0aVMaZNywYQMnT54s83pgYCC33HILAOvWrSMjI6PM6yEhIdx4440ArF69mjNnzpR5PTw8nPHjxwPw6aeflrlVAdClSxfGjRsHQGJiYoWrGpGRkaW3T/71r39VyGRERUUxYsQIgAr/7kD+7cm/vZJ/e8kZ5KklZV6v6b+9jdt/pai4iFyjrWAI6hxE+9j2RAdH47vDlyUZZY9f1397QtSF2woGpZQfYNBany/5+DrgBeAL4C5gXsnfn7trDUII4bKjW+HXnZBdcntrRyaYLpbdJ8gb0t8ouR0RVi+n9fLw4t64e4FyxWq5YkGIxua2WxJKqR6A/dcnI/BvrfXflFIhwCdAN+AYtscqc6o6ltySEEK4nb2xkqtTI+Mmw5BZdTrlC/9je7z5L69XvNJUH+SWhKipRrklobU+AvR3sv0MMNZd5xVCiFpzw2Aoe08FZzpcLMDXs377HgnhLq2qNbQQQjS0tUfWciDngNPXfD19CfYJbuAVCVE7rao1tBBClCrfS6EmtyNqqLInHhJ/etIt5xPCHeQKgxCidSrfS6GlzXlowQoKClRcXFzv6Ojo2J49e/Z59NFHOzX2mloDucIghGi93JBZqIuziZ+Q5/AorXfvGMKfeqoRV9Q0+fj46G3bth0ICgqyms1mNXTo0OiNGzfmjh07Nr+x19aSScEghBB1VFWw0d6EyRUHP/oPnkcPkhHWDYAi7xxurrdVthwGg4GgoCArQFFRkbJYLEop1djLavGkYBBCtHzOZj/UY2bBHmx0VhhEB0czscdEl45zxmQmP7ATKxJs43ViOwU26YLh2e+e7Xro7KF6fcyjZ7ueBS+OfLHaoVYWi4W+ffvGHj9+3Puuu+46fc0118jVBTeTgkEI0fLZ8wqOBUI9Zxbqo5UzgJ+3kb/EduO3nzMJveBZDytrmYxGI/v379+bnZ3tccMNN1z2yy+/+AwdOrTi+GFRb6RgEEK0Dk0or2DPKhRetLU1P3bnDADCs46TEWYrFk4dPEdoV//GXGa1XLkS4G6hoaHFo0aNOr969eogKRjcSwoGIYSoRFXZBEc1ySkAtmJh/364rGy4PyOsG7ujh9ML6NSrLaOmVBxtL+DUqVNGLy8vHRoaWmwymdSmTZsCH3/88Yzq3ynqQgoGIYSoRFXZBEc1ySkAZJ43cyaoE0eCbAXD2kF3ArA3PY/YjoH0MtV+za3BiRMnPGfOnBlZXFyM1lrdfPPNObfddltuY6+rpZOCQQjRvDkLNJZXh4BjfWUTHJ0xmck3Wypsj+0YyM0DOsM2GdVQleHDh1/Yt2/f3sZeR2sjBYMQonlzFmgsz4WA464N69j33eYy2yJzzgG168hoOZ2FxWE8tlm1wazaAKBDgrAqA23Pn8bLN5wBJu9Lb9yWTfZJE6FdmnZ+QbQ+UjAIIZq/WgQay+cTIr86h0+OhcLgS/9ZLKjDcCjLmTNYCwow+Nreb1ZtsGDEiAWrMmD18MC7TTj+If0qvDe0iz9RwzrU6rxCuIsUDEKIVslZPqEw2MjRCW0d9mrLxB4TSYhKcPm4//7pOJ/vSGPm1v2AL0tusPVU6HfQDMCuXt6lWYXE+66ojy9FiAYhBYMQommrLqNQT/kE+22Hv4yfV6tj2X2+I4296XlV7lOaVRCiGZGCQQjRtFWXUWjAoVHlZz04OmaMIs3Yg+uKLFwH5HSIx+Dry7SSfEJ28UVCu/jz9H2DGmStQtQ3KRiEEE1fE2m6ZO+f4BMTU+G1NGMP8gzBGDkNgMHXF2NISOnrkksQzZ0UDEKIFs9ZA6aaNFsqzSWk50FQJ5Zc+UCFfewZhY87dpB8QgOxWCzExcXFhoeHF23atOlQY6+npZOCQQjROFzpnwD1MiTKWcCxJs2WXMkl2Ek+oeH89a9/7dCzZ88LJpPJo7HX0hpIwSCEaByu9E+Aesso1LQBk2NeYWZJsdAj9xQ+MTFOrx6smr8dQDIKDeTw4cOe69evD/rzn/+c/uqrr8q9ngYgBYMQovE0kWyCM87yCj4xMQTGx7Nnaxq//ZxZZv/W2Gzp1FNPdzUfPFiv4629e/Uq6PS/f6t2qNUf/vCHri+99NLJ3NxcubrQQKotGJRSXYBpwCigE3ABSAG+BL7SWlvdukIhhHBRZcOiajocys4nJobuy5byp0U/AJReWdg8f3uFAkFCjQ3no48+CgoNDbWMGjWqYM2aNQGNvZ7WosqCQSm1GOgMrAH+AZwGfIAoYDzwtFLqSa31FncvVAjRTDRgNqG8yoZFuZJXOJ1nJttkZmpJcWC/DfGnRT+UNlpyFNrFn0l/bN23H1y5EuAO27Zt8//mm2/adu7cOchsNhvy8/MNN998c+Tnn39+tDHW01pUd4VhvtY6xcn2FOBTpZQX0K3+lyWEaLYaOJtQXm2zCsb8HMKscPmKf9iWl3WcjDDbf94kyNi0vPXWW2lvvfVWGsCaNWsC5s+f30GKBfersmBwLBaUUm2AblrrAw6vFwHyKIsQoqwmnE0oz55VoGt7PAxcupLQsS8R8fFMmCqPRwoBLoYelVI3AS8DXkCkUmoA8ILW+iZ3Lk4IIRqCT0wMGb62PEL3RW8DsGdrGtt/zoSSpx8ctcaAY1MVHx9/Pj4+/nxjr6M1cPUpieeAYcBmAK31DqVUpCtvVEp5AElAmtY6vuR9HwMhQDJwZ8mVCiFEc+Msr1DP2YTKgozOVBdutDdgcmTPKhR0bYOv16XA/W8/Z1ZaGEjAUbRGrhYMF7XWuUopx23axff+D7APsCeG/gG8qrX+WCm1ELgHeMfFYwkhmhJneYV6ziZUFmR0pny4sfzsh3bpeSSYLfh5X/pPnz2r4OvlQai/d5njSbBRiEtcLRj2KKVuBzyUUr2A/wd8X92bSh7JvAH4G/CYslUc1wC3l+zyITAXKRiEaL7qMa+wa8M69n23ucy2yJxzRNKB6GDXfqO3/pRMIskAFO7bj7WgAIOvrVVAQaAFgHyvS/ufDu2GMSSEsIIzhAW6dOFUiFbJ1YLhYeBpwAz8G1gP/NWF970G/AmwPycbApzTWltKPj+J7bHNCpRSs4HZAN26yYMYQrQG+77bTFbqUcIi6u8Ht8HXF5/etuZLJ4/l4mXRWL3K/afPDMqjDYUFPUo7NkpOQYiyXC0YYrTWT2MrGlyilIoHTmutk5VSY2q6MK31u8C7AEOGDHH19ocQohmy5xQic85BICQPv9RF8UBOJtHB0fxl/LwaH/fYnTMA6P6c7b1/e3wzXhesdOrRttr3Sk5BiLJcLRjmK6XCgZVAYiW9GcobCdyklJqIrdlTIPA60FYpZSy5ytAFSKviGEKIxlZVI6Z6CjjacwqRVPwBXV3TJcecQuZ5M2dM5tLX7PkEe6fGnmYLtDFKLkGIWnCpYNBaX11SMEwBFimlArEVDpXeltBa/xn4M0DJFYbHtdbTlVIrgMnYnpS4C/i8bl+CEMKtqmrEVI8Bx+jg6NKcQk2uJjjOfDhjMpPvEGrMCOvG7ujhpfv6ehsJ9feq7FCimejcuXOcn59fscFgwGg06pSUlH3l93nsscc6+fv7F7/wwguZzo5RF8uWLWsbGxtbOHjw4MLq9vX19R1YUFDwa32c95FHHuk0ZsyY87/73e/q9BipvdlVTUeCuzx8SmudASxQSm3Clkv4C67lGMp7AvhYKfVX4Ffgg1ocQwjRkJp4I6bKZj4ATHDYb5WTngqiefr2229/69ixo6X6PevfZ5991tZiseS6UjDUF4vFwmuvvXaqoc7njKuNm3oDU4FbgTNAIvBHV0+itd7MpR4OR7D1dBBCtCJV9VOo7XCo8sKzLbQ/W1xpYSBBRvH2228Hv/POOx0uXryoBg0alL906dJjRqOR6dOnd9u5c6dfYWGh4cYbbzz76quvngJ48MEHO69fv76th4eHHjNmTF5CQsLZDRs2tP3xxx8D/vGPf3T8z3/+c7hPnz6l98H279/vNW3atB4FBQWG8ePHn3M897PPPtth1apVwUVFReqGG2449+qrr546cOCA1/jx43vFxcUVpKSk+EZFRV1YsWJFakBAgLVz585xN910U863334b+Mgjj2SsX78+KD4+PjcgIKD4gw8+CP3qq6+OQNkrBp9++mngCy+80KmoqEh1797d/PHHH6cGBQVZV65cGThnzpyubdq0sQ4bNsxUm++dq1cY/g9bkXC91rpRKxwhRD2rblhUPecUnBUG9pyC9Sfb45Dl+yc4qiqn0DPDjL/VUOkaJMhYvzYu3dc1J81Ur+Otgzv7F4yd0bvaoVZjx47tpZRi1qxZWY8//ni2K8fevn27z8qVK4OTkpL2e3t76zvuuKPbwoULQx566KEzr7zySlqHDh2KLRYLI0aMiP7pp5/adO/evWjt2rXtjhw5kmIwGMjOzvYIDQ0tHjdu3Ln4+PjcWbNmnS1/jgcffLDbvffem/XQQw+d+fvf/x5m3/7pp58GHjp0yGfXrl37tNaMGzeu51dffeXfo0ePotTUVJ9FixalXnfddfkJCQkRL7/8cpj9VkpISIhl7969+wDWr18fBHDzzTfnPfzww93z8vIMgYGB1o8++qhdQkJCTnp6uvF///d/O27ZsuW3wMBA69NPPx3+4osvdnjhhRcyHnrooYhvvvnmQJ8+fczx8fE9XP3fw5GrGQZppi5ES1XdsKh6zilUNRjK3j/BMZdQXlU5BV9vIz7+XhJqbOG2bdu2PzIy8mJaWprxmmuuierTp0/hhAkTqv2ted26dQEpKSm+/fv37w1QWFhoaN++vQXgww8/DF6yZEmoxWJRWVlZnjt37vQZNGjQBW9vb+vUqVMj4uPjz02dOjW3uhjpiZIAACAASURBVHNs377d/6uvvjoMcN9995158cUXu5ScO3DLli2BsbGxsQAFBQWG/fv3+/To0aMoPDy86LrrrssHuPPOO88sWLCgPZAJMGPGjApFiaenJ2PGjMn7+OOPg2bNmnX2v//9b9Cbb755ct26dQGHDx/2GTZsWAzAxYsX1eDBg007duzw6dKlizkuLs4MMH369DPvv/9+WPnjVqe68dafaK2nKKV2U7azowK01rpfTU8ohGiCmmBGwZ5LKK+qnIJkFBqWK1cC3CEyMvIiQOfOnS033HDDuR9++MHPlYJBa60SEhLO2Cdd2u3fv9/rzTff7JCcnLwvLCys+NZbb40oLCw0eHp6smPHjn1ffPFF4MqVK9u988477X/88cffqjuPwWCo0ApAa80jjzySPmfOnDJXQw4cOOBVrosyjp8HBARYnZ3jtttuy3nzzTfbh4aGFsfFxRW0a9fOqrXmyiuvzFu9enWZyZ3ff/99m+rW7IrqrjD8T8nf8fVxMiGEqOp2Q+FF21yHwsOnSq8u7Nmaxm8/Xwq690u33Y5wVhxIRqHly8vLMxQXF9OuXTtrXl6eYdOmTYFPP/20S7fKx48fn3fLLbf0fOqppzI7d+5syczM9MjNzfU4e/asR5s2bazBwcHFJ06cMG7evDnoqquuOp+bm2swmUyGqVOn5o4bN8502WWXxQH4+/sX5+XlOb33NWjQINN7770X/OCDD+a89957IfbtEyZMyJs7d26n2bNn5wQFBVmPHj3q6eXlpQHS09O9NmzY4Ddu3Lj85cuXB48YMaLa4mfixInnH3jggYj33nsvdMqUKTkAY8aMyf/jH//YLSUlxbtv377mvLw8Q2pqqueAAQMK09LSvPbs2ePdp08f88cffxzsyvervOrGW6eXfPig1voJx9eUUv/A9sSDEKKpqS6X4KgOGYXaDIaq6naDnU9MDIHxtt9TqhoCVZ5kFFq+kydPGidNmtQToLi4WN16661nJk+enOds31dffbXjokWLSv9BZGZm7nrmmWfSxo4dG2W1WvH09NQLFiw4Pnbs2Py+ffsWXHbZZX07duxYNHjwYBPAuXPnPOLj43uazWYF8OKLL54AmD59es4DDzwQsXDhwg4rV64sE3p8++23j0+bNq3Ha6+9Fu4Yerzlllvy9uzZ4zN06NAYAF9fX+vy5cuPGo1GHRERUfjGG2+0nz17tm+vXr0KH3/88azqvg9Go5GxY8fmrly5MuSTTz5JBejUqZNl0aJFqdOmTetRVFSkAJ577rm0fv36md94441j8fHxPdu0aWMdPny4yWQyeVR5AieU1tU3UVRKbddaDyq3bVdD3ZIYMmSITkpKaohTCdEyLL6hZoVA3GQYMqvGp5m1blaNnnCY2GMiw15cDUD3ZUsrTI+M2b4MgP2D7izd1u+g7b/Fu3rZBkPtTc8jtmNgmVsSwjmlVLLWekh9HnPnzp2p/fv3dylkKKp34MABr/j4+F4HDx7c09hrAdi5c2do//79I5y9Vl2G4QHgQaCHUmqXw0sBwHf1tkIhRP1roFxCdUHG8o6xuvTjz3eklRYArortGMjNA5yOoBFCuFF1GYZ/A18BfweedNh+Xmud47ZVCSGaparyCXblb0c4Xi1IfN7W+PV5h6sH9qzC0/fJkw+i5YmOji5qKlcXqlNdhiEXyAVuA1BKtcc2F8JfKeWvtT7u/iUKIarkLK9QD70TXMknlL8dUZN8wp6taaW3G0onRJ4wlfkcJMgoRFPhaqfHG4FXgE7AaaA7sA/o476lCSFc4qyPQj30Tqiq0ZKds8FQ9schy+cTyjgH/X45SJv8Yi74VZ29kiCjEE2Dq50e/wpcDmzQWg9USl0N3OG+ZQkhasRNeYWa5hMcuZJPuODnQWRCDyYN7wZA4vOfAEjjJSGaIFcLhota6zNKKYNSyqC13qSUes2tKxNCNAmOuYQjxYUctxZVuq+1oACDry8+zz9JzKk8YoBY5bxgyD5nu/3gsc6fxHW2bVmpRwmLiKzX9Qsh6oerBcM5pZQ/sAVYrpQ6DeS7b1lCiAoq661Qx7xCZVkFZ30TjluLyNXFBKmytxHMqg1m1Qb8g1GenphOmPAvsjWos+cSyrtoLsbTu+xxwiIi6T1yTK2/FtE6OHsUsbpx1gsWLAhJSkryW7p0qWTvasnVguFmoBB4FJgOBAEvuGtRQggnKpv5UMe8QmVZhUv5hNWluQSf55/EB5j63Lwy+66av71COHFvuq2XTs8qbklEDetAn1HyiKQQzYGrw6ccryZ86Ka1CCGq0whZBce+CafzzGSbzEwtmedg1y/dDB6wwf/SFMm9/mZiOwbK45CiQQ0bNix68ODBpm3btgWeP3/eY+HChanjx48vc5nr448/Dpo3b17Hr7766tBDDz3UJSAgoHjnzp1+WVlZni+++OLJWbNmnbVarTzwwANd/vvf/wYppfScOXPSf//735+98847u40fPz53+vTpuddee+1lbdu2LV6xYkXqa6+9FnL48GGfhx56KGvChAm9hg0bZkpKSvLv0KFD0fr16w/5+/tX3yWxiauucdN5yg6dKn0J2/Ap17utCCGahfK9FBwfk8w2mSkoKnbpONJgqeVb/85rXbNPHKvX8dahXbsXXP/AI3UaamWxWNTu3bv3JSYmBr3wwgudxo8fXzowaunSpW1ff/31Dt98883BsLCwYoDMzEzPpKSk/Tt27PCZNGlSz1mzZp1dunRp2927d7fZt2/fnvT0dOOwYcN6X3fddaZRo0ad37JlS8D06dNzMzIyvE6fPq0Btm3bFnDbbbflABw/ftznX//615ERI0YcmzhxYo+lS5e2e/DBB5t976Lq+jAENNRChBBNQ/leCo5zHQB8vTwqtGWW5kqiIZWf7lh+e0JCwlmAESNG5M+ZM8fL/vp3330XsHPnTt9Nmzb9FhwcXDoF8qabbjrn4eHB4MGDC8+cOeMJsHXr1oApU6bkGI1Gunbtahk+fLhp27Ztvtdee63prbfe6pCcnOwTFRV14dy5cx7Hjh3zTE5O9nvvvfeOnz592ti5c2fziBEjLgAMHDiwIDU11dt9342G42ofhm7OtkvjJiHcxE3NmOwcg47O8guVjZb2uqjxsugKkyKluVLrVNcrAbXVoUMHS25ubpnEbE5OjkdkZKQZwMfHR4NtQFNxcXFpddG9e3fz8ePHvVNSUnxGjx5dYN9u3x9sY6irEhkZeTEvL89j9erVQaNGjTqfk5NjXLp0aTs/Pz9ru3btrKdPn8Y+hRLAw8NDX7hwwelky+bG1S/iS4c/G4Ej2FpGCyHcwR5wdFQPzZjs7EFHgHbGCNJOxjB10Q9MXfQDe9Pz2JueV/q54x+PIisGJ3ckpLmSaEhBQUHW9u3bX/ziiy8CADIzMz02b94cdM0111Q5FrpLly5FK1asODxr1qzIpKQkn6r2HT169PmVK1cGWywWTp06Zfz555/9R40alQ8waNCg/EWLFrUfN26cacyYMaa33norfPjw4dWOpG7uXA09lvm1Rik1CNtQKiGEu7h5eFR0cDSv5E7gx/f+Tb55K37etiBjeNZxMsKcXlTEw6AweBiksZJodB9++OHRBx98sNuf/vSnrgBPPPHEKccx05UZOHBg4dKlS49MnTr1si+++OJQZfvdeeed577//nv/3r1791FK6eeff/5kt27dLABXXnmlaevWrYF9+/Y1m83motzcXI/Ro0efr7+vrmlyaby10zcqtbt8IeEuMt5atDqLb7D97aaCYdY62yjrucuLydmVQkZYtzIdGQPj42k3dUqF971170MA/OH9N92yLlG/ZLy1qKlaj7e2U0o95vCpARgEnKr70oRoxSprxAS1yiu4MizKzjG38NtlEzjU41oKHfslnATK5RTAebMlIUTr4GqGIcDhjze2LMPN7lqUEK2Cs5yCXS3yCo65hOo4Do0yBUTjf8FazTtsPL09aBPgVf2OQogWx9UMw/PuXogQrVI95xTKN2CyT4wcvGszcQd+Krf3cnKyjlPcbyymNq7lEuzDoUSrZrVarcpgMDT7RkSiLKvVqoBKf3tw6QqDUmqIUmqVUmq7UmqX/U+9rVII4Rb2iZFxB34iPKviU9AZYd0o9Asi1F+uGgiXpWRlZQWV/HARLYTValVZWVlBQEpl+7g6S2I5MAfYTRXVhxDCQVUZBahRTsGVfIKzfgpg67gY2zEQOvZloJPeCoVOsgpCVMZisdybkZHxfkZGRl9cv60tmj4rkGKxWO6tbAdXC4YsrfUXNTmzUsoH23RL75LzrNRaP6eUigQ+BkKAZOBOrXXl83KFaK4qGxZlV4OcQmUDohw55hLKO2aMIs3Yg+1OigNpuiRqYvDgwaeBmxp7HaLhuVowPKeUeh9b06bS51y11p9W8R4zcI3W2qSU8gS2KaW+Ah4DXtVaf6yUWgjcA7xTu+UL0cTVY0ahfD5h/byFWDesK7fXcr5ieelnCWYLft5GTnSIx+QVjLNONdJ0SQjhClcLhllADODJpVsSGqi0YNC2Bg/2zleeJX80cA1we8n2D4G5SMEgRI1ZN6wjLPMYWR26V7pPUaCBc75WLujvUYWeFJnaOd0v5b+2P9XJSj1KWERkbZcshGjGXC0YhmqtK78WWgmllAe22w49gbeAw8A5rbWlZJeTgNNxdkqp2cBsgG7dnHedE6LJcPPsh8pkdejOhA2fVfp64vNPUph6FINH/QwUDIuIpPfIMfVyLCFE8+JqwfC9UipWa723JgfXWhcDA5RSbYFV2K5SuPred4F3wdbpsSbnFaLBOcsruJhRqEugEWDP1jR++znT6WvZJ0wojzC8AqYQ2sVfWjoLIWrN1YLhcmCHUuootmyCwnbXoZ8rb9Zan1NKbQKuANoqpYwlVxm6AGm1WLcQTU8t8wpVBRr7f59J72RbF96QNhkcWz7j0ulKZj789nNmtcFFySkIIerK1YJhfE0PrJQKAy6WFAttgGuBfwCbgMnYnpS4C/i8pscWoqUpH2i0+3nhVDxPZpAR1o0sM2Sdyyt9LT+wE0eih9MLKr16YG+0JFcWhBB15WrBUJtbAh2BD0tyDAbgE631GqXUXuBjpdRfgV+BD2pxbCFahTMmM/mBnViR8ITT128e0Bm2yRwgIYT7uVowfImtaFCADxAJHAD6VPYGrfUuYKCT7UeAYTVeqRCNrQbDomo7CMoZP28jifddUenrq6RgEEI0AFdnSZSJeiulBgEPumVFQjRVVTViKhdwdKXRkp1jw6WziZ+Qt2bNpcOW5BSg8nCjNF4SQjQEV68wlKG13q6UGl7fixGiyatBsLGyXIKdfTAUwMpjsHLTD8xc8e8yRYI9pzABKg03SqBRCNEQXCoYlFKPOXxqAAYBp9yyIiFaCftgqNiOgWW2Z4R1Y4lDZuHmAZdalcijkUKIxuLqFYYAh48t2DIN/6n/5QjRwKobEOWoikZM5TMLrt6OiO0YWCafcGybrXioKrMghBCNwdUMw/PuXogQjaK6AVGOqmjEVD6zUNUgKLvBuzYTd+Cn0iIBoHD/fnxiLvU3c8wtSFZBCNGYXL0l8Q2QoLU+V/J5O+BjrfX17lycEA2ingZEVZdZKC/uwE+EZx2Hjn1Lt/nExBAYH1/6uWNuQbIKQojG5OotiTB7sQCgtT6rlGrvpjUJ0SI4hhqdSTBbyAjrxsBlS6s8juQWhBBNgasFQ7FSqpvW+jiAUqo7tWvmJETjKp9ZcOOAqMpCjXZ+3kZC/L3dcm4hhKhvrhYMTwPblFLfYmveNIqSSZJCNCvlMwtV5BLq0nzpbOInzFzxb4BKC4bC3FP4dHR5HpsQQjQqV0OP60qaNV1esukRrbW0lxPNk4uZhdo2XwLIW7OmTD8FgGPGKNKMPS69acB4jCEhbJ+/vdLjStBRCNFUVFkwKKUitNapACUFwppyryugs9b6pNtWKEQjcjXI+O+fjrNyUxorN/0AwMz0vNIZEPZHJLfP346phgWABB2FEE1FdVcYXlZKGbBNlEwGsrDNkugJXA2MBZ4DpGAQjc+VngpuyiyUzyuc9baSGwhX/vYJic/bBrJmnzABUGSq2RWDlP/a/tRGVupRwiIia/dmIYRwUGXBoLVOUErFAtOBu7FNoCwA9gFrgb9prQvdvkohXOFKT4UaZBac3Y4oP+vBbma6bey0vWD4r0chFz296RDYuKHGsIhIeo8c06hrEEK0DNVmGLTWe7GFHoVo+urQU8GV5kt5a9ZUaK7kzEW/EAxegXj5Tynd5hVgkkckhRDNVq2GTwnRUjnLLDj2U5iZngdBnVhy5QNl9rHfjrDnFS7e+xAWc3GZfSSPIIRozqRgEM2Ts7xCA+UTnIntGFhmSBSAp7eHXE0QQrQYUjCI5slZXqGKfEJNlM8pOOYTCnNP4RMTI8OhhBCtjquzJDZqrcdWt02IBlWHvIKzpkz2/EJVOYXysx6EEKK1qK4Pgw/gC4SWDJxSJS8FAp0rfaMQTZyzpkyXQo6r8YmJoXvJjIc/LbL1Vki87wr2bE1j+8+ZUEWzJYCL5mI8vT3ctn4hhGho1V1huA94BOiErQ+DvWDIA95047qEcLvyAUd78yX/klsQ9kLBMb/gOD2yKp7eHrQJ8HLTyoUQouFV14fhdeB1pdTDWus3GmhNQlRUT0Oj7PmEaTn7ATi2fEbpa+3S80gwWwjPO1WmpXP5QKMrj0YmPv9JjdcmhBBNmauzJN5QSo0AIhzfo7Wuei6vEPWlBkOjHJXPKkxbuof2aQUUdFD4GttU2N/P20hwv75ExMczYaoEG4UQws7V0OMy4DJgB2B/uFwDUjCIhlOLkKOzrMLpzr588XAfJvaYSPeohNLtjlkFgD1b0/jt58wyx5NhUEKI1srVxyqHALFaa+3OxQhR307nmSk2d6TgmG0au9X8DwAKjs1m5TFKh0UBFXotOMsrSPMlIURr5WrBkAKEA+luXIsQlQ+QqkVm4WziJ9z7/gGKrRo/ZSsUyo+cduSs+ZK0chZCCBtXC4ZQYK9S6mfAbN+otb7JLasSrVe5rMIKTKxV+dCxPfhZYd0slw81bekeup4u4ER7X2LDS64cdJR8ghBC1IarBcNcdy5CiDIcsgpr181yOjXSVSfa+/LO1Cl8fe8T9blCIYRodVx9SuJbpVR3oJfWeoNSyheosiuNUqortlBkB2wByXe11q8rpYKBRGxPXKQCU7TWZ2v/JYiWztlAKFccWz6Dvel5tCseXek+zoKNdhJwFEKIS1x9SuL3wGwgGNvTEp2BhUBVraEtwB+11tuVUgFAslLqG2AmsFFrPU8p9STwJCC//rUmleUUoEZZBfsUycG7NhN34KcKr4dnHSc/sFOVx6iqEZMEHIUQ4hJXb0n8ARgG/ASgtT6olGpf1Ru01umUhCS11ueVUvuwFRo3A2NKdvsQ2IwUDK2Ls8FRdjUYIGWfIjnzwE9Ow4wZYd04Ej28QpDRUd7pJIrO76LI5PxKQsp/bX9qKiv1KGERkTV/oxBCNFGuFgxmrXWRUrbO0EopI7bbDC5RSkUAA7EVHB1KigmADGy3LJy9Zza2qxp06+Y81S6asUp6KpQ2Wlq3BaDa/EJsx0Dbo5Ad+zJwWcW2IBOqWYbpzC6KCjKAnjVZfbXCIiLpPXJMvR5TCCEak6sFw7dKqaeANkqpa4EHgdWuvFEp5Q/8B3hEa51nLzoAtNZaKeW08NBavwu8CzBkyBDp/9BKlG+0dGkgVOWOGaNIM/ZgezUDoZy5aC7Gyzecqc/Nq9V6hRCitXC1YHgSuAfYjW0g1Vrg/erepJTyxFYsLNdaf1qyOVMp1VFrna6U6gicrvmyRbPhLK9QRU6hfKMloEKDJYDBuzaTsOs7/LyNnOgQj8krGJ9aLE+GRAkhhGtcLRjaAP+ntX4PQCnlUbKtoLI3KNulhA+AfVrrVxxe+gK4C5hX8vfntVi3aC6c5RWqyClk55spMFsuzUWtRNyBnwjPO8XFyF6c8/UluJ2qVYMlGRIlhBCucbVg2AiMA0wln7cBvgZGVPGekcCdwG6l1I6SbU9hKxQ+UUrdAxwDptR00aKZKZdXKJ9TcFSoTuDr3ZXEWVU3Vjq2zZZb6L5sKWm1uBUhhBCiZlwtGHy01vZiAa21qaQXQ6W01tuo/PfEqh7HFC2cs4FQdj66K0HFwxphVUIIIariasGQr5QapLXeDqCUGgxccN+yRLNnzy5UkleorBnT1EVlswpnEz8hb82a0s/tAUerdTQGX1+2z98uDZaEEKIBuFow/A+wQil1CttVg3BgqttWJZq9zO//hf/ZfaR69uC7c4PY6FAIpHrlARWLA6g4MTJvzRoK9+/HJyYGgDRjD/IMwQT6gjEkBJAGS0II0RCqLRiUUgbAC4gB7NeQD2itL7pzYaJ5yzaZOa6788+Ql0u3nfXYQq7HzxSqE/jork7f52xipE9MDN1Leixsn78dH2DSH8e7be1CCCEqqrZg0FpblVJvaa0HYhtzLYRLfL08SLzvUnhx1rp3MeWkMyi4DxN7TCQhSiZGCiFEc+HyUxJKqVuBT7XW0kRJ1FpVg6TK5xWAMrcjhBBCNB5XC4b7gMeAYqXUBWw5Bq21Dqz6baIl+WnFfPwPrnJp365FhznhdVmV+5SfFFm431IaZiw1YDzGkJDSLo4ScBRCiMbh6njrAHcvRDR9/gdXuVQIAJzwugxTr0lV7uNsUqTB17fKKwoScBRCiMbh6nhrBUwHIrXWLyqlugIdtdY/u3V1osk54XUZfZ7aVmF7aTOmMlJYuG5W6WfOei+EdvEv7dB47M7XAOj+x9vrd9FCCCHqzNVbEm8DVuAa4EVsHR/fAoa6aV2imamqGZPdlP1tuXJvBseWzwCg0Mf2pIO9UJC8ghBCNF2uFgzDtdaDlFK/AmitzyqlZGJPS+JsSFQ5ERePkOrZo9LXqwo0AmxJ/CsHvMM56GPLKOQZggm05pS+7hMTQ2B8fA0XLoQQoiG4WjBcLBk4pQGUUmHYrjiIlsKhK2Pm+UKyTeYKuxTo7vza5mr61PIUacYemLyCaR/VHgAfIGpYHLnmYPZ9t9m20/7t8HzDzYbISj1KWERkg51PCCGaK1cLhgXAKqC9UupvwGTgGbetSjSOkiFR/2/RD+zNKdtx0e7mAZ2d5hWqux1hF2jNqdB0KfH5NxrtB3dYRCS9R45p8PMKIURz4+pTEsuVUsnYhkYp4Hda631uXZloVLEdA8s0XXI0a91zFQqE8vkEZyo8MukgLCKSqc/Nq9uihRBCuE2VBYNSyge4H+gJ7AYWaa0tDbEw4SaVZRUqGRJVmfJ5hWPLZ1B4bD/EhFX6HoOvb+n8ByGEEM1LdVcYPgQuAluBCUBv4BF3L0q4UbkJkpfyCt1Kh0SVHwBVFXvzpUKf8TBgfJVPOZhOmggNk6ZLQgjRHFVXMMRqreMAlFIfANJ3oSUoySoAFfIKZz224Nv9Z0x+3sxa967TtzvejrA3X3KlDJCmS0II0XxVVzCUTqTUWlts/ZtES+OYV7APiGofWDHA2P/7THonZwMQ0saWVyj0GY8/MGjHa7apktJ0SQghWqTqCob+Sqm8ko8V0Kbkc5kl0dzYswsuZBUq66dwbPkMCk9nO73tID0UhBCiZauyYNBaezTUQoSbORYLcZNdekuF4VBOcgqmklkQcmVBCCFaNlf7MIiWIDyOf8e+w+fJaZD8A0CVAUdnw6HKk1yCEEK0DlIwtGBlGiwp25WCvXsfpUBb8PW2/U/v250yAccDOQeYsr9tuXzCOuDSrAe5miCEEK2PFAwtSbkeC2tVJgcoIhovKMoHLz8AfL2NlV5ViA6O5sq9GbaeCgPKdmSUnIIQQrReUjC0JE5CjdF4sVh3AE+g72SmJtvyB4vHO+/iCLZwIzFhpVkFuaIghBBCCoaWxp5T2JFGqtc/AZha9LjttWTQh8/T3+rFqvmVD3iyj502VZNfEEII0XpIwdDMVZVTMKh0fHTXMvv3t3rRrujS55asLCxnzpTZx1pQgMHXVwKNQgghSknB0MytPbLW6aRIX28jseF9mNhjIglRl24/2K8sTPrjIACO3TmjNMxYygCB4+JpN3WQ+78AIYQQzYLbCgal1P8B8cBprXXfkm3BQCIQAaQCU7TWZ921hhap/PAolUk0sDj9NGSchvC40lsQVeUUHPnExNB92VI3LFYIIURL4c4rDEuANwHHn0RPAhu11vOUUk+WfP6EG9fQ8lTVrbGkKVP4egvtzxY7zSlU11dBCCGEcMZtBYPWeotSKqLc5puBMSUffwhsRgqGKpXJKIAtp9CxPad9g8jONzNyh4VRezz4SnuW7PA5fTpOotinPWeytnDhYmqFY2ZlXODDaReAS3kFn+efdP8XU4ms1KOERUQ22vmFEEJUz9DA5+ugtU4v+TgDqDRRp5SarZRKUkolZWVlNczqmiB7RqG87HwzBWZbsdDt9MUyr3kYFH7FZ/A0b0cXZxFozSnzx1tfKN3X4OuLMSTE7V9HVcIiIuk9ckyjrkEIIUTVGi30qLXWSildxevvAu8CDBkypNL9WrzzGUQXFdkyClA2p6BgUPg7EA6DHTII9lsRRaYYfICpz81rhIULIYRoSRr6CkOmUqojQMnfpxv4/M1PfpatS6NdDYZHCSGEEPWloa8wfAHcBcwr+fvzBj5/s3E28RPy1qxhWsYFwMDPfv6cMZlLXv2cBPN/8PM2csizC6e7jGC7Q8BRgo1CCCHqmzsfq/wIW8AxVCl1EngOW6HwiVLqHuAYMMVd529OKgQbgWlL99A+rYCCMI0vijMmM/lmC34lQ6P8vI2E+HtzOGwE573b4+PwXnvDpZT/NuAXIYQQokVz51MSt1Xy0lh3nbO5Km2+5BlkuwUBUHSB02HwRYJmomcYK4tsD5Mk3le2t0La/O34cKkRkyMpFfRHZwAAEQlJREFUGIQQQtQX6fTYREQHR5dpvnSMUwAs9uwEcZNZmdzICxRCCNGqScHQgOy5hPKm5ewH4FjRRSAEwkM4ZIy0ZRNyYuBb6JeeB1ChGZPkFYQQQjQEKRjczDGfYM8lnO7sW2af/IsFKO1NfpEFgGPpeZzqPI4LHqHklhQKBWYLvt4V/+eSAVFCCCEaghQMblZmOFRxEafDNB8nWMvsk19kZOh5xXWmM6R69mBJyBP0O2h7ImJXL++Svby5eUBnJg3v1sBfgRBCCCEFQ4OIDo5m8fjFHJs/EIouslhHlHl9T3YuAH7dBtInbjKJQ64ovfXw9H0yMVIIIUTjk4KhnlSbT1g+g8LTRfi094NZX5bZ54VFPwCQOMu16ZJCCCFEQ5OCoZ7krVlD4f79+MTElNl+sVhzsdjK3vQ8urc1YOrswf/8bSvtzxaX7tOzJJ+wSpovCSGEaKKkYKhHPjEx/HxnCGtPbS3dtleb6Wo28HxONt0v2jIK7XOK8b9gxdTG1pnb19tIqL9XmWNJmFEIIURTIgVDPVt7aisHdCHRytZ7sftFD0YWetGnYxBgyyj89m0g4LzZkhBCCNEUScFQC87yCo63I6KVD4tnJgEwddEPfN8G/scxn/Bt2V4KQgghRFMnBUMN/Pun43y+I42ZK/5NeNZxMsIcHnEM6sTuwN7kF+0CbIUCgD58nv5WL8knCCGEaNakYKiBz3eksbekkVJGWDdenXYFuR4/O+yRBBTT/aJH6Zb+Vi/aFZU9TnX5hF0b1rHvu811Xm9W6lHCIiLrfBwhhBBCCgYX2G9BPHLyKEHWc3ics+LT3ovOxpOYKCIah8BikYWJnsEklNyCsF9ZqEleYd93m+vlh31YRCS9R46p0zGEEEIIkILBJfZHJoN8L+CjC/Fo709grD9wgWi8WKwdrhZ4AnGT63zOsIhIpj43r87HEUIIIeqDFAwu8omJwdT7CBcIos9T22wb182y/T1+ceMtTAghhGgAUjBUYs76RWw59TUAD+d34ELAQDLPXIlSsPrpfwPQ1XIlvsY2rNpT+VMPEnAUQgjREkjBUI49rzAiYw+Xc4E2Gs6EXYvFqyMe6iRaXQo0+hrbENwmpMrjSQMmIYQQLYEUDOXY8wq0hTYa+ly08L2XgVBjJg/0WW3LJwy5vbGXKYQQQjQoKRic8ImJYd41+XS/eJhPPCPZnjPE9sKsexp3YUIIIUQjabUFw56tafz2cyanzxeSbbrUKCHcMA6AcSngqwpZpbzJtkgOQQghROvWqgoGez4h6+whdobcRZFXZ7yK0gjXgLLt41WkKfJSGAxg0BqQHIIQQgjRqgoGez7hTNt8rGi8itLomPY6AB5Kle63r4+Rk308maj9mBQ3E4bIkCghhBCtW6sqGMCWT/h47F6i93gQHT6YD0d8AEDifZeGQ13fWIsTQgghmihDYy9ACCGEEE1fq7jC8Murn3Nobz7FxSMxe0LXPSNpU9CJvel57PU3E9sxsLGXKIQQQjRpreIKw6G9+eTpIMyecM4XvLWiwOssp9t5ENsxkJsHdG7sJQohhBBNWqNcYVBKjQdeBzyA97XWbp+yFKhy+frq9wAoML8BlM0tCCGEEKJyDX6FQSnlAbwFTABigduUUrENvQ4hhBBCuK4xrjAMAw5prY8AKKU+Bm4G9tb3id6cfg+WYgva4IWyFtHhxyC8tYGCoiX4enmQ+Pzn9X3KepGVepSwiMjGXoYQQghRqjEyDJ2BEw6fnyzZVoZSarZSKkkplZSVlVWnEyprEcUe5/HWBry0H75eHoT6e9fpmO4UFhFJ75FjGnsZQgghRKkm+5SE1vpd4F2AIUOG6Noc46HlH9TrmoQQQojWqjGuMKQBXR0+71KyTQghhBBNVGMUDL8AvZRSkUopL2Aa8EUjrEMIIYQQLmrwWxJaa4tS6iH+f3v3HStHdYZx+PcCpgdDaEooMc2EbghyUIBgOlimSECCEwGmJnQQVSEECwgBQgnBlBCqkEM1vZkuqrHBNi4YTI1oooWOaebLH+csd1h2d3yv9967a95HWt3ZM2W/nXt255szZ+fAaNLPKi+NiKk9HYeZmZnNul7pwxARdwB39MZrm5mZWef9IO70aGZmZrPHCYOZmZmVcsJgZmZmpZwwmJmZWSlFdOmeSD1K0jvAf7u4+hLAu00Mp6e0Y9ztGDO0Z9ztGDO0Z9ztGDOkuBeKiCV7OxCbM7RFwjA7JD0ZEev3dhyd1Y5xt2PM0J5xt2PM0J5xt2PM0L5xW+vyJQkzMzMr5YTBzMzMSv0QEoaLejuALmrHuNsxZmjPuNsxZmjPuNsxZmjfuK1FzfF9GMzMzGz2/RBaGMzMzGw2OWEwMzOzUi2dMEjaRtJzkl6QdGyhfDNJ4yVNkXSFpO8NoiVpkKQPJU3I23hI0pAWif8SSU9LmiTpekkL11h3mKQRPRlvft3lJD0g6RlJUyUdWpg3QNIYSRMlPSlpYI31B0m6rUXi/bukZ/N+vlHSojXW7ydpRn5Plce8DV6vKf8XSZdKelvSlKrydSQ9LmmypFslLVIn5pB0cqFsCUlfdXedaRD3SXk/T5R0t6SfNtjGPyS9Lqnbv38afAY3z98hEyU9ImnlGusOy/t5i0LZjrls5+6O3azlRERLPkhDX78IrAjMCzwNrE5Kcl4F+uflTgT2rrH+IOC2wvMBwCvA5r0Zf563SGG5s4Bja6w/DBjRC/v9J8B6efpHwPRC3HcD2+bpwcCDZfu9l+PdCpgnT58GnFZj/X7AlE68XlP+L8CvgfWqXxsYB2ySp/cCTqoT80vAhELZ/sDEzsRW2TdNirtYpw8BLqyz/lykm7CNATbt5Gt3Kt6Sz+B0YLU8fQBweZ3/9STg4kLZNXk/79xdddoPP1r10cotDAOBFyLipYj4Erga2AFYHPgyIqbn5e4BdirbWERMJCUXBwFIWlLSKEnj8mPDXL6wpMvyGd4kSaXb7mT8RMRH+bUELAA07HkqaTtJT+TWknslLZ3Lh+czvgclvSTpkC7G+q2IeDMixufpj4FpwDKV2UDljLcv8EZJ3APz2fIESY9JWjWXD5N0g6S7JD0v6fTuiDci7o6Ir/OiY4BlZ3W7khbK+3Zsjn+Hwuzl8j5/XtIJXYz7IeB/NWb1Bx7K043q9mfANEmVG/P8Fri2EH+jOnOlpEeBK5sVd6VOZwtRv04PAqYCFwBDC/FW4no879d9c/kgSQ9LugV4ppPh1v0MMut1+WFgoKQ+Si2BK5MShkrcf8nfH1MkXaRkJUnjC8usUnxu1q6+15TfQpYhtSRUvAb8knSL1nkkrR8RTwI7A8vN4jbHA0fl6XOAsyPiEUnLA6OB1YDjgQ8jYi0ASYs1OX7ydi8jnaU/AxxRsq1HgA0iIiTtAxxdWOfnwKaks+vnJF0QEV91MebvkNQPWBd4IhcdBoyWdAbpTPFXJZt4Ftg4Ir7Ozbqn0HEAHJC3/UWO+9yIeLXOdroab9FepLPDWlaSVDkIPBoRBwLHAfdHxF5KlzLGSro3LzMQWJN00B4n6fZcF5thKumgdhOwC43r9tXArpLeAmaSDnqVSwGN6szqwEYRMaNJMQMg6a/A7sCHpDpZy1DgKuBm4BRJfQr1dW1gA1LCMUHS7bl8PWDNiHi5kyE1+gzuA9whaQbwUX7dWgK4F9ialFjcAqxQmD8iIk4EkHQlMCQiblW6HDogn6jsCVzWydjNWk4rtzDUFBEB7AqcLWks8DHpy3JWqDC9BTAiHyhuARbJZxBbAOcVXu/9pgReJSL2JH25TyOdHTayLOlAPZmU8KxRmHd7RHwREe8CbwNLNyO+vC9GAYcVzh73Bw6PiOWAw4FLSjbTF7guX+8+uyru+yLiw4j4nJQ0/awb4q3MOw74GhhZZ/UXI2JAfhyYy7YCjs3140FgfmD5PO+eiHgvH3BvADaandir7AUcIOkpUhL4ZYNl7wK2JH0eqpOhRnXmlmYnCwARcVyuGyPJLXlFSn1DBgM35f/RE6QDccXNETEj1+UHSIkZwNguJAtlDgcGR8SypIP5WQ2WvZq0j3clJTtFm+aWnMnAZnTs54uBPSXNTfp8/6eZwZv1hlZOGF7nu2dXy+YyIuLxiNg4IgaSmm+n11i/lnVJB2hI732DwoFimYj4pEmxQ4P4KyJiJunLqOyyx7mkM5m1gD+QDl4VXxSmZ9KEViNJfUgH35ERcUNh1h6kAyTAdXR8oddzEvBARKwJbEc3xd0gXiQNA4YAv8/J5ixvFtipUD+Wj4hK3aneTtNuZhIRz0bEVhHxC9LB6cUGy34JPEVqObi+anajOvNps+KtYyS16/TWwKLAZEmvkBKtoYX59fZrV+Ot+RmUtCSwTkRUWqKuoUFrWUSMBdYClihcCkXS/MD5pP4MawH/pmM/jwK2JdW9pyLivS6+B7OW0coJwzhgFUkr5DOTXUktAUhaKv+dDzgGuLBsY5LWJl1uqLQe3A0cXJg/IE/eAxxYKO/qJYma8edrnCvnbQvYntR030hfOpKNPboYzyzJMV0CTIuI6rOuN4BN8vRmwPMlmyvGPaxZMRY1ilfSNqSm+O0j4rNObno0cHDePpLWLczbUtKPJS0A7Ag82uU3UKVQt+cC/kx53T4TOCYiqvsV9FidgXSdvvB0B2rX6aHAPhHRLyL6kZr2t5S0YGU9SfNLWpzU12HcbIZV7zvkfaCvpP55uS3pOJGo51jgT1VlleTg3dzC9e0vJ3LL2WhSXw1fjrA5QssmDLmz2kGkD9004NqImJpnHyVpGqkH860RcX+dzWycO309R0oUDomI+/K8Q4D1lTo2PgP8MZefDCyWOzE9Tf1rsV2NX8AVuQlzMqmX/4k1NjEPHWfhw0lN+0/R/cPsbgjsBmymjp8ZDs7z9gXOzPvlFGC/GusX4z4d+JukCXRff5lG8Y4gNevfk8tLE8uCk4A+wCRJU/PzirGkM8hJwKiu9F+QdBXwOLCqpNck7Z1nDZU0nXTAfYOSg01ETI2IK2rMGk431JkGcZ+aPzOTSJdzDq1ab0FgG6DSL4GI+JTU12K7XDSJdCliDOnXIQ071Zap9xnM5fsCo3Jd3o2Ovk31tnVnRDxQVfYBqVVhSn6N6gRnJPAN6eTErO351tAtStLZwPMRcX5vx9IZSvdBWCYiju7tWKx9SBoOfBIRZ/R2LM0i6Uigb0Qc39uxmDVDK/9K4gdL0p2k340P7+VQOkXSJaRfD/ymt2Mx602SbgRWIl26M5sjuIXBzMzMSrVsHwYzMzNrHU4YzMzMrJQTBjMzMyvlhMGsiqSZ+WeYU5VGFT1CJSMrKo0g+bueitHMrKc5YTD7vhn57o5rkG7qsy1QNshUP8AJg5nNsfwrCbMqkj6JiIULz1ck3ZRnCdKYF1eSBkgCOCgiHpM0hjR42cvAFcA/gVNJdyycDzgvIv7VY2/CzKzJnDCYValOGHLZB8CqpMHOvomIz/PtkK+KiPUlDQKOjIghefn9gKUi4uR8C/NHgV26YRAlM7Me4Rs3mXVOH9IopwNIg2b1r7PcVsDakirjC/QFViG1QJiZtR0nDGYl8iWJmaThw08A3gLWIfUB+rzeasDBETG6R4I0M+tm7vRo1kAeCvlC0lDRQWopeDMiviENWjR3XvRj0kBXFaOB/fPQ20jqL2khzMzalFsYzL5vAUkTSZcfviZ1cqwMnX0+aZTD3YG7gE9z+SRgZh798HLgHNIvJ8bnIbLfIQ2FbWbWltzp0czMzEr5koSZmZmVcsJgZmZmpZwwmJmZWSknDGZmZlbKCYOZmZmVcsJgZmZmpZwwmJmZWan/Axow+lDLDziPAAAAAElFTkSuQmCC\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -10398,7 +11016,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -10422,7 +11040,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAckAAAEGCAYAAAAOgW4QAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nO3deXhU9fn38fcdAiKyKAKyScEqWCQQMIBArQuoqAhSNxStqBV3i/3VSl2p2+NWUWutCyhoUXHDXapQKW6ggCCbuIFUZFdZRMCQ+/njnAlDmMlMQiaTyXxe18WVmXPmnHNnOJl7vru5OyIiIrKznHQHICIiUlUpSYqIiMShJCkiIhKHkqSIiEgcSpIiIiJx5KY7gGQ0atTIW7dune4wREQyysyZM9e4e+N0x5HJMiJJtm7dmhkzZqQ7DBGRjGJmX6c7hkyn6lYREZE4lCRFRETiUJIUERGJIyPaJEVEpGqYOXNmk9zc3FFAB6pHQasImFdYWPj7gw8+eFXJnUqSIiKStNzc3FFNmzb9VePGjb/PycnJ+Mm/i4qKbPXq1e1XrFgxCuhfcn91+BYgIiKVp0Pjxo3XV4cECZCTk+ONGzdeR1Ay3nl/JccjIiKZLae6JMiI8PeJmQ+VJEVEROJQkhQREYlDSVJERCSOrEiSdevWLXX/Dz/8wAMPPFDu899zzz1s2rSp3MdXpBEjRnDXXXcBMGTIEJ577rldOt+UKVPo16/fLp1jzJgxfPvtt7scx/vvv79L5xCR6mHRokW19ttvv4MGDRr0i/333/+gXr16HbBx40Z7//33d+/UqdOBbdu2bX/UUUf9cvXq1TV29VoaAsL2JHnxxReX6/h77rmHM888kzp16lRwZLFt27aNGjV2+f++Umzbto0xY8bQoUMHmjdvXuprCwsLyc2NfUtOmTKFunXr0rNnz1SEKSLlcOVzc/b9bMWGCv3ga9u03qY7T+70v0SvW7p0ae1//etfX/Xs2fPr4447br/HH398r3vuuafpyJEjlx5//PEbhw0b1vyqq65q/uijjyY8V2myoiQZsXHjRnr37k2XLl3Iy8vjpZdeAmD48OF8+eWX5Ofnc+WVVwJw55130rVrVzp27MgNN9wAwI8//sjxxx9Pp06d6NChA+PHj+e+++7j22+/5YgjjuCII47Y6ZqTJ0+mc+fO5OXlce6557JlyxYmTpzIKaecUvya6NLam2++SY8ePejSpQunnHIKGzduBIJJ3q+66iq6dOnCs88+yyOPPELXrl3p1KkTJ510UplKsl988QV9+vShU6dOdOnShS+//BJ358orr6RDhw7k5eUxfvz4Hd63k08+mQMPPJDBgwfj7nF/t5KxPvXUU8yYMYPBgweTn5/PTz/9tEMshx9+OMOGDaOgoIB7772XV155he7du9O5c2f69OnDypUrWbJkCQ8++CAjR44kPz+fd955h9WrV3PSSSfRtWtXunbtynvvvZf07y8ima9FixZbevbs+RNA586dN3355Ze7bdiwocbxxx+/EeD8889fO23atNKrEZOQVSXJ2rVrM2HCBOrXr8+aNWs45JBD6N+/P7fddhvz5s1j9uzZQJCoPv/8cz788EPcnf79+zN16lRWr15N8+bNee211wBYt24dDRo04O677+btt9+mUaNGO1xv8+bNDBkyhMmTJ9O2bVt+97vf8c9//pNLL72UoUOH8uOPP7LHHnswfvx4Bg0axJo1a7j55puZNGkSe+yxB7fffjt33303119/PQB77703s2bNAmDt2rWcf/75AFx77bWMHj2ayy67LKn3YfDgwQwfPpyBAweyefNmioqKeOGFF5g9ezZz5sxhzZo1dO3ald/85jcAfPzxx8yfP5/mzZvTq1cv3nvvPQoKCmL+bsOGDdsp1lGjRnHXXXdRUFAQM56tW7cWr/Ly/fffM23aNMyMUaNGcccdd/C3v/2NCy+8kLp16/KnP/0JgDPOOIMrrriCX//61yxdupRjjjmGhQsXJvX7i0jFSKbElyq1atUqHoZSo0YN/+GHH2qm4jopLUma2RIzm2tms81sRritoZm9ZWafhz/3SmUM0dydq6++mo4dO9KnTx+WLVvGypUrd3rdm2++yZtvvknnzp3p0qULn376KZ9//jl5eXm89dZbXHXVVbzzzjs0aNCg1OstWrSINm3a0LZtWwDOPvtspk6dSm5uLn379uWVV16hsLCQ1157jQEDBjBt2jQWLFhAr169yM/PZ+zYsXz99faVbk477bTix/PmzePQQw8lLy+PcePGMX/+/KTegw0bNrBs2TIGDhwIBF8c6tSpw7vvvsvpp59OjRo12GeffTjssMP46KOPAOjWrRstW7YkJyeH/Px8lixZEvd3ixVrItGv/eabbzjmmGPIy8vjzjvvjPt7TZo0iUsvvZT8/Hz69+/P+vXri0vdIpJ9GjRosK1+/frbJk6cWBdg9OjRe/fo0WOXPxQqoyR5hLuviXo+HJjs7reZ2fDw+VWVEAfjxo1j9erVzJw5k5o1a9K6dWs2b9680+vcnb/85S9ccMEFO+2bNWsWr7/+Otdeey29e/cuLuWV1aBBg7j//vtp2LAhBQUF1KtXD3fnqKOO4qmnnop5zB577FH8eMiQIbz44ot06tSJMWPGMGXKlHLFkYzddtut+HGNGjUoLCxMeEx0rGV57WWXXcYf//hH+vfvz5QpUxgxYkTMY4qKipg2bRq1a9dO+joiUr099thjiy+66KJfXH755TmtWrXa8tRTTy3Z1XOmo7p1AHB4+HgsMIVKSpLr1q2jSZMm1KxZk7fffru4lFavXj02bNhQ/LpjjjmG6667jsGDB1O3bl2WLVtGzZo1KSwspGHDhpx55pnsueeejBo1aofjS1a3tmvXjiVLlvDFF1+w//7788QTT3DYYYcBcNhhh3HuuefyyCOPMGjQIAAOOeQQLrnkkuLX//jjjyxbtqy4tBZtw4YNNGvWjJ9//plx48bRokWLpN6DevXq0bJlS1588UVOPPFEtmzZwrZt2zj00EN56KGHOPvss/nuu++YOnUqd955J59++mnM85T2u8W6ZvT7W5p169YV/y5jx47d4Rzr168vfn700Ufz97//vbgNefbs2eTn5yd1DUmzGY/B3F3rdZ01mubBsbelO4oqp127dls///zz4mqmG2+8sbhKcM6cObE/tMop1R13HHjTzGaa2dBw2z7uvjx8vALYJ9aBZjbUzGaY2YzVq1dXSDCDBw9mxowZ5OXl8fjjj3PggQcCQftZr1696NChA1deeSVHH300Z5xxBj169CAvL4+TTz6ZDRs2MHfuXLp160Z+fj5//etfufbaawEYOnQoffv23anjTu3atXnsscc45ZRTyMvLIycnhwsvvBAISmT9+vXjjTfeKO6007hxY8aMGcPpp59Ox44d6dGjR9wkddNNN9G9e3d69epV/Hsk64knnuC+++6jY8eO9OzZkxUrVjBw4EA6duxIp06dOPLII7njjjto2rRp3HOU9ruVNGTIEC688MKYHXdKGjFiBKeccgoHH3zwDl86TjjhBCZMmFDccee+++5jxowZdOzYkfbt2/Pggw+W6T2QNJr7HKyYm+4oRJJikZ6KKTm5WQt3X2ZmTYC3gMuAl919z6jXfO/upbZLFhQUeKRjh4hkuMeOD36e81p648gCZjbT3WP3mCunOXPmLOnUqdOaxK/MLHPmzGnUqVOn1iW3p7Qk6e7Lwp+rgAlAN2ClmTUDCH/utH6XiIhIVZCyNkkz2wPIcfcN4eOjgRuBl4GzgdvCny8lOtfatWsZM2bMDtsOOuggunbtWtwmV1J+fj75+fls2rSJZ555Zqf9BQUFdOjQgXXr1jFhwoSd9vfo0YN27dqxZs0aXn311Z32/+Y3v2G//fZjxYoVTJw4caf9vXv3Zt999+V///sfkydP3ml/3759adq0KV999dUOvUIj+vXrR6NGjVi0aBEffPDBTvsHDhxIgwYNmDdvHrFK2aeeeip16tRh9uzZxUNbog0ePJiaNWvy0UcfxexBOmTIEADef/99Pvvssx325ebmcuaZZwLw3//+l8WLF++wf/fddy/usTpp0iS++eabHfbXr1+f3/72twBMnDiRFStW7LB/77335oQTTgDglVdeYe3atTvsb9q0KX379gXghRde2KGtEqBly5b06dMHgPHjx+9UxdumTZvi9tN//etfO3VEatu2bfGkBSXvO9C9t8v3XmERNXNzdO8luPdOHHZL8DN/e3+DXb33pOxS2XFnH2CCmUWu86S7TzSzj4BnzOw84Gvg1BTGICKScZ6cvpR3P1/Dfo2S7yUuqZHSNsmKojZJkWpEbZJxPTl9KS/NXsb0xd8BcOvAPM7o3qrc51ObZPLitUlm1Yw7IiJV2Uuzl7Fg+Xq6t2nIgPwWu5QgpWIoSYqIpFmkBLlg+XraN6vP+At6pDskCSlJioikWXSCHJCf3MQg2WzYsGHNGzZsWHj99devArjssstaNGnS5OetW7fahAkTGm7dutWOP/74H0aOHPnt+vXrc/r377/f8uXLaxUVFdmf//znb88///zvk72WkqSISJpkfAnyxUv2ZdWCil0jsEn7TZz4j1InTr/ooovWDBw48JfXX3/9qm3btvHiiy/udf311y/7z3/+U/+TTz5Z6O706dNn/zfeeKPuypUrc5s2bfrzlClTvgBYu3ZtmdYZVJIUEalkJTvoRNogJTnt2rXbuueeexa+9957uy9fvrzmQQcdtOmjjz7aY+rUqfXbt2/fHmDTpk05n376ae3evXtvuOaaa/a96KKLWgwYMGBd3759yzTpuZKkiEgliZccM7aDToISXyqdc845a0aNGtVo1apVNc8555y1kyZNqjds2LDlV1555U49b2fNmrXg+eefb3Dddde1mDRp0vq77rpreaxzxqIkKSJSCZ6cvpSrJwRz1mZ8cqwCzjrrrB9uueWWFoWFhXbSSSd9VbNmTR8xYkTzoUOHftegQYOixYsX16xVq5b//PPP1qRJk8KLL774u7322mvb6NGjGyU++3ZKkiIiKVTRYx8lULt2be/Zs+f6Pffcc1tubi6//e1v18+fP792165dDwSoU6dO0bhx4xZ/+umnu/3lL39pmZOTQ25urj/wwANfJzp3NCVJEZEUqHZVq1XMtm3bmDVrVt1nn332y8i26667btV11123w3zgBx100JaTTjppQXmvoyQpIlKBlBxTb+bMmbUHDBhwwLHHHvt9Xl7ellReS0lSRKQCadac1Dv44IM3f/PNN5WyKKmSpIhIBcj4MY/JKyoqKrKcnJyqP/F3koqKigwoirUvpetJiohkg0jP1emLv8uGWXPmrV69ukGYWDJeUVGRrV69ugEwL9Z+lSRFRMooUmqMyKaeq4WFhb9fsWLFqBUrVnSgehS0ioB5hYWFv4+1U0lSRCSBeEmxe5uGxT+zpf3x4IMPXgX0T3cclUVJUkQkjlg9VSM/syUpZjslSRGRONRTVZQkRURieHL6UqYv/o7ubRpW556qkkB1aHQVEalwkTbIat5TVRJQSVJEhJ0750SqWVXFmt1UkhQRYXv7Y0QWjHeUJKgkKSJZLYtmypFyUJIUkaxS2phHlRylJCVJEckq0aVG0JhHKZ2SpIhkDQ3rkLJSxx0RyRoa1iFlpZKkiFR70Z1zNKxDykJJUkSqrVhzr6oUKWWhJCki1U685KgSpJRVypOkmdUAZgDL3L2fmbUBngb2BmYCZ7n71lTHISLVn5KjVLTKKEn+AVgI1A+f3w6MdPenzexB4Dzgn5UQh4hUY09OX8rVE+YCSo5ScVKaJM2sJXA8cAvwRzMz4EjgjPAlY4ERKEmKSDmVLD3eOjBPyVEqTKpLkvcAfwbqhc/3Bn5w98Lw+TdAzFZ0MxsKDAVo1Uo3vIjsSFWrUhlSliTNrB+wyt1nmtnhZT3e3R8GHgYoKCjwCg5PRDKUkqNUpoRJMqwyHQQcCjQHfgLmAa8Bb7h7UZxDewH9zew4oDZBm+S9wJ5mlhuWJlsCy+IcLyJSTMlR0qHUJGlmjxFUh75K0OFmFUHCawv0Ba4xs+HuPrXkse7+F+Av4XkOB/7k7oPN7FngZIIermcDL1XYbyMi1Y6So6RTopLk39x9Xozt84AXzKwWUNY79SrgaTO7GfgYGF3G40UkS6jHqqRbqUkyOkGa2e5AK3dfFLV/K/BFoou4+xRgSvj4K6Bb+cIVkeos3jJW6rEq6ZJUxx0z6w/cCdQC2phZPnCju/dPZXAikh1iValGfqr0KOmUbO/WGwhKf1MA3H12OHOOiEi5qb1Rqrpkk+TP7r4umAugmIZliEi5qb1RMkGySXK+mZ0B1DCzA4DLgfdTF5aIVFcrN2xmzcYtXL0oSJBqb5SqLNlFly8DDgK2AE8C64BhqQpKRKqfJ6cv5bSHPmDxmh/ZsLmQ7m0aKkFKlZdsSfJAd78GuCaVwYhI9VOy3bFe/Vwa1d2N8Rf0SHNkIoklmyT/ZmZNgeeA8XHGToqIFIvXKeegBQ3SHJlI8pJKku5+RJgkTwUeMrP6BMny5pRGJyIZJXqcY9weqwvSFZ1I2SU9wbm7rwDuM7O3CVb2uB5QkhSRmKVG9ViV6iDZyQR+BZwGnASsBcYD/5fCuEQkA2ico1R3yZYkHyVIjMe4+7cpjEdEMoCSo2SLZNsk1Q1NRJQcJeskWirrGXc/1czmsuMMOwa4u3dMaXQiUqW8NHsZC5avV3KUrJGoJPmH8Ge/VAciIlVXpAS5YPl62jerrzGOkjUSLZW1PHx4sbtfFb3PzG4nWBtSRKqh0oZziGSLZDvuHMXOCfHYGNtEJMNpOIfIdonaJC8CLgb2M7NPonbVA95LZWAiUrnUKUdkZ4lKkk8CbwD/DxgetX2Du3+XsqhEpNKpU47IzhK1Sa4jWPHjdAAzawLUBuqaWV13X5r6EEUkldQpRyS+ZGfcOQG4G2gOrAJ+ASwkWD5LRDJUrIWPRWS7ZDvu3AwcAkxy985mdgRwZurCEpHKEOm9qnUdRWJLNkn+7O5rzSzHzHLc/W0zuyelkYlIykRXsXZv01AJUiSOZJPkD2ZWF5gKjDOzVcCPqQtLRCpS9JhH0LhHkWQlmyQHAJuBK4DBQAPgxlQFJSIVI9awjshP9WAVSSzZCc6jS41jUxSLiFQQjXkUqRiJJhPYwI4TmxfvIpjgvH5KohKRXaIxjyIVI9E4yXqVFYiIVIwnpy9l+uLv6N6mocY8iuyiZMdJxvwaqskERKqOklWs6pAjsuuS7bjzWtTj2kAbYBGaTEAk7dT+KJI6yXbcyYt+bmZdCCY+j8vMahMMGdktvM5z7n6DmbUBngb2BmYCZ7n71nLELpKVEg3nUHIUqTjJliR34O6zzKx7gpdtAY50941mVhN418zeAP4IjHT3p83sQeA84J/liUMkm2g4h0jlS7ZN8o9RT3OALsC3pR3j7g5sDJ/WDP85cCRwRrh9LDACJUmRhNRjVaTyJVuSjO7lWkjQRvl8ooPMrAZBler+wD+AL4Ef3L0wfMk3QMzeBWY2FBgK0KqVPgwku6nHqkh6JNsm+dfynNzdtwH5ZrYnMAE4sAzHPgw8DFBQUBBrrKZI1oi0QarHqkjlSra6tQC4hmCJrOJj3L1jMse7+w9m9jbQA9jTzHLD0mRLYFnpR4tkL01ELpJeyVa3jgOuBOYCRckcYGaNCVYP+cHMdgeOAm4H3gZOJujhejbwUlmDFskW0YshqxQpUvmSTZKr3f3lMp67GTA2bJfMAZ5x91fNbAHwtJndDHwMjC7jeUWqvegSZPtm9dUOKZImySbJG8xsFDCZYGgHAO7+QrwD3P0ToHOM7V8B3coYp0i1pqWsRKqmZJPkOQSdbmqyvbrVgbhJUkSS8+T0pVw9YS6gsY8iVU2ySbKru7dLaSQiWabk5AC3DsxTUhSpYpJNku+bWXt3X5DSaESygOZaFckcySbJQ4DZZraYoE0ysp5kUkNARGQ7zZwjkjmSTZJ9UxqFSBZQj1WRzJNsktSMNyLlFK96VUSqvrKsJ+kE1axaT1IkCWp7FMl8KVtPUiQbRY93VHIUyXypXE9SJGvEKjUqOYpkvpStJymSTdRjVaR6Sul6kiLVnXqsilRvKV1PUqS60yodItVbstWtbwGnuPsP4fO9gKfd/ZhUBidS5cx4DOY+x8oNm1mzcQt/2rqNOrVqcFCtBrCA4J+UbsVcaJqX+HUiVUCy1a2NIwkSwN2/N7MmKYpJpMpa+f6/qPv9QhZvC9oc69XOpVHd3dIcVYZpmgd5J6c7CpGkJJskt5lZK3dfCmBmv0ATDEiWiB7WccWaH4FWjGwxUh10RLJAsknyGuBdM/svwYQChwJDUxaVSBUQa1hHpOSoDjoi2SHZjjsTwwkEDgk3DXP3NakLSyT9Yg7reKxBusMSkUpUapI0s9buvgQgTIqvlthvQAt3/yZlEYpUMg3rEJGIRCXJO80sB3gJmAmsJpi7dX/gCKA3cAOgJCkZTxORi0hJpSZJdz/FzNoDg4FzgWbAJmAh8Dpwi7tvTnmUIin25PSlXD1hLqC5VkVku4Rtku6+gKDjjki1U7L0eOvAPCVHESlWrgnORaoLzbkqIqVRkpSsEj3mEVDnHBEpVU66AxCpTJGSY4TmXBWR0iQ7d+tkd++daJtIVaVhHSJSHonGSdYG6gCNwknNLdxVH9DXb6nyNKxDRHZFopLkBcAwoDnBOMlIklwP3J/CuER2mYZ1iMiuSjRO8l7gXjO7zN3/XkkxiVSISAcdDesQkfJKdu7Wv5tZT6B19DHu/niK4hIpt+j2x+5tGipBiki5Jdtx5wngl8BsYFu42YG4SdLM9g337xO+9mF3v9fMGgLjCRLuEuBUd/++nPFLFis5nCNC7Y8iUlGSHSdZALR397KsIVkI/J+7zzKzesBMM3sLGAJMdvfbzGw4MBy4qixBi5Rsb4ym9kcRqSjJJsl5QFNgebIndvflkde7+wYzW0jQI3YAcHj4srHAFJQkpYzU3igilSHZJNkIWGBmHwJbIhvdvX8yB5tZa6AzMB3YJ0ygACsIqmNjHTOUcGHnVq30ISgBtTeKSGVKNkmOKO8FzKwu8DzBQs3rgyUoA+7uZhazCtfdHwYeBigoKChLNa9UY9ETAqi9UURSLdnerf81s18AB7j7JDOrA9RIdJyZ1SRIkOPc/YVw80oza+buy82sGbCqvMFL9tCMOSKSDsn2bj2foOqzIUEv1xbAgwSLLsc7xoDRwEJ3vztq18vA2cBt4c+XyhW5ZAXNmCMi6ZRsdeslQDeCNkXc/XMza5LgmF7AWcBcM5sdbruaIDk+Y2bnAV8Dp5Y5aqn24iVHtUGKSGVKNklucfetkfZEM8slGPsYl7u/y/Zp7ErSxOgSk5KjiFQlySbJ/5rZ1cDuZnYUcDHwSurCkmykuVZFpKpJNkkOB84D5hJMev46MCpVQUl2KVl61NhHEakqkk2SuwOPuvsjAGZWI9y2KVWBSfaIHveo0qOIVCXJJsnJQB9gY/h8d+BNoGcqgpLsoGEdIlLVJZska7t7JEHi7hvDsZIiZaZhHSKSKZJNkj+aWRd3nwVgZgcDP6UuLKnOVL0qIpki2ST5B+BZM/uWYFhHU+C0lEUl1ZKqV0Uk0yRMkmaWA9QCDgTahZsXufvPqQxMqofoNR9VvSoimSZhknT3IjP7h7t3JlgySyRp0SVHVa+KSKZJunermZ0EvFDGhZclS6lqVUSqg2ST5AXAH4FtZvYTQbuku3v9lEUmGUk9V0WkOkl2qax6qQ5Eqgf1XBWR6iTZpbIMGAy0cfebzGxfoJm7f5jS6KTKi+6YA6h6VUSqlZwkX/cA0AM4I3y+EfhHSiKSjBIpOUa0b1Zf1asiUm0k2ybZ3d27mNnHAO7+vZnVSmFcUgWVLDWCSo4iUr0lW5L8OZzU3AHMrDFQlLKopEoqWWoElRxFpHpLtiR5HzABaGJmtwAnA9emLCqpUjScQ0SyVbK9W8eZ2UygN8HwjxPdfWFKI5O003AOEcl2pSZJM6sNXAjsT7Dg8kPuXlgZgUn6xEuOGs4hItkmUUlyLPAz8A5wLPArYFiqg5L0eXL6Uq6eMBdQchQRSZQk27t7HoCZjQY0LrKaKll6vHVgnpKjiGS9REmyeKUPdy8M5hSQ6kgz5YiI7CxRkuxkZpE+/wbsHj7X3K0ZTjPliIgkVmqSdPcalRWIVI5YnXJA4x1FRGJJdpykVBOqVhURSZ6SZJbQhAAiImWnJJkFYg3rEBGRxJQkqzEN6xAR2TUpS5Jm9ijQD1jl7h3CbQ2B8UBrYAlwqrt/n6oYspVmzBERqRipLEmOAe4HHo/aNhyY7O63mdnw8PlVKYwhqyg5iohUrJQlSXefamatS2weABwePh4LTEFJcpcpOYqIpEZlt0nu4+7Lw8crgH0q+frVjuZaFRFJnbR13HF3NzOPt9/MhgJDAVq10od+PJFZc9QpR0Sk4uVU8vVWmlkzgPDnqngvdPeH3b3A3QsaN25caQFmiienL+W0hz4onhhACVJEpOJVdknyZeBs4Lbw50uVfP2Mp4WQRUQqTyqHgDxF0EmnkZl9A9xAkByfMbPzgK+BU1N1/epGnXNERCpfKnu3nh5nV+9UXbM6UnIUEUkfzbhTRSk5ioikn5JkFaRhHSIiVYOSZBWiuVZFRKoWJckqQFWrIiJVk5JkFaCFkEVEqiYlyTSIlBwjtBCyiEjVpCRZiWJVqwK0b1ZfEwKIiFRBSpKVRD1WRUQyj5JkiqnHqohI5lKSTBH1WBURyXxKkhVMyVFEpPpQkqwgSo4iItWPkmQFUKccEZHqSUlyF6hTjohI9aYkWQ6qWhURyQ5KkmWg5Cgikl2UJJOg5Cgikp2UJJOgCchFRLKTkmQpIiVITUAuIpKdctIdQFUWnSA1AbmISPZRSTKOJ6cvZfri7+jepqFKkCIiWUpJsoSSnXRUghQRyV5KkiH1YBURkZKyNklGkmKEkqOIiJSUlUmy5FyrkZ9KjiIiEi0rk2SkBKm5VkVEpDRZlSSjxz12b9NQCVJEREqVFUkyXqccERGR0mRFkqNUrS0AAAwHSURBVNS0ciIiUh5pSZJm1he4F6gBjHL321Jxnb++Mp8F367XtHIiIlIulT4tnZnVAP4BHAu0B043s/apvKamlRMRkfJIR0myG/CFu38FYGZPAwOABRV9oRtyn4BawVAPFqTiCpJ1VsyFpnnpjkJEKkk6JjhvAfwv6vk34bYdmNlQM5thZjNWr15dacGJlKppHuSdnO4oRKSSVNmOO+7+MPAwQEFBgZfrJMempKlTRESyRDpKksuAfaOetwy3iYiIVCnpSJIfAQeYWRszqwUMAl5OQxwiIiKlqvTqVncvNLNLgX8TDAF51N3nV3YcIiIiiaSlTdLdXwdeT8e1RUREkpWO6lYREZGMoCQpIiISh5KkiIhIHEqSIiIicZh7+cbpVyYzWw18Xc7DGwFrKjCcypKJcWdizJCZcWdizJCZcWdizBDEvYe7N053IJksI5LkrjCzGe5ekO44yioT487EmCEz487EmCEz487EmCFz465qVN0qIiISh5KkiIhIHNmQJB9OdwDllIlxZ2LMkJlxZ2LMkJlxZ2LMkLlxVynVvk1SRESkvLKhJCkiIlIuSpIiIiJxVOkkaWZ9zWyRmX1hZsOjth9pZrPMbJ6ZjTWznSZqN7PDzWydmX0cnmOqmfWrIvGPNrM5ZvaJmT1nZnVjHDvEzO6vzHjD6+5rZm+b2QIzm29mf4jal29m08xstpnNMLNuMY4/3MxerSLx3mlmn4bv8wQz2zPG8a3N7Kfwd4r8q1XK9Srk/8XMHjWzVWY2r8T2Tmb2gZnNNbNXzKx+nJjdzG6O2tbIzH5O9T1TStw3he/zbDN708yal3KOe8xsmZml/POnlL/B3uFnyGwze9fM9o9x7JDwfe4Tte3EcNvJqY5dqgh3r5L/CJbR+hLYD6gFzAHaEyT2/wFtw9fdCJwX4/jDgVejnucDS4De6Yw/3Fc/6nV3A8NjHD8EuD8N73szoEv4uB7wWVTcbwLHho+PA6Yket/THO/RQG74+Hbg9hjHtwbmleF6FfL/AvwG6FLy2gTrrR4WPj4XuClOzF8BH0dtuwiYXZbYIu9NBcUdfU9fDjwY5/gcgolBpgFHlPHaZYo3wd/gZ8CvwscXA2Pi/F9/AoyK2jY+fJ9PTtU9rX9V619VLkl2A75w96/cfSvwNDAA2BvY6u6fha97Czgp0cncfTZBQr0UwMwam9nzZvZR+K9XuL2umT0WfpP/xMwSnruM8ePu68NrGbA7UGrvKTM7wcymh6XiSWa2T7h9RPjNfoqZfWVml5cz1mLuvtzdZ4WPNwALgRaR3UCkZNMA+DZB3N3CUtHHZva+mbULtw8xsxfMbKKZfW5md6QiXnd/090Lw5dOA1ome14z2yN8bz8M4x8QtXvf8D3/3MxuKGfcU4HvYuxqC0wNH5d2b28CFppZZLD4acAzUfGXds88YWbvAU9UVNyRezq0B/Hv6cOB+cA/gdOj4o3E9UH4vp4fbj/czN4xs5eBBWUMN+7fIMnfy+8A3cyspgU1PvsTJMlI3NeHnx/zzOxhC/zSzGZFveaA6OeSWdKynmSSWhCUGCO+AboTTA+Va2YF7j4DOBnYN8lzzgKuDB/fC4x093fNrBXBItC/Aq4D1rl7HoCZ7VXB8ROe9zGC0tgC4P8SnOtd4BB3dzP7PfDnqGMOBI4gKEUtMrN/uvvP5Yx5B2bWGugMTA83DQP+bWZ3EZQIeiY4xafAoR4stN0HuJXtH/r54bm3hHH/3d3/F+c85Y032rkEpYBYfmlmkQ++99z9EuAa4D/ufq4F1bQfmtmk8DXdgA4EieojM3stvBcrwnyCD/IXgVMo/d5+GhhkZiuBbQQf9JFqztLumfbAr939pwqKGQAzuwX4HbCO4J6M5XTgKeAl4FYzqxl1v3YEDiFIsh+b2Wvh9i5AB3dfXMaQSvsb/D3wupn9BKwPrxuLA5OAYwiS6ctAm6j997v7jQBm9gTQz91fsaCpJz/8cn4O8FgZY5cqoiqXJGNydwcGASPN7ENgA8EHRDIs6nEf4P7ww/FloH74TbEP8I+o631fIYGX4O7nEHygLSQoBZSmJUFymkuQ5A+K2veau29x9zXAKmCfiogvfC+eB4ZFlRIuAq5w932BK4DRCU7TAHg2bL8aWSLuye6+zt03E3xR+EUK4o3suwYoBMbFOfxLd88P/10SbjsaGB7eH1OA2kCrcN9b7r42TDIvAL/eldhLOBe42MxmEnzx2VrKaycCRxH8PZT8AlDaPfNyRSdIAHe/Jrw3xhHW2ESzoK33OODF8P9oOkHyiXjJ3X8K7+W3Cb6MAHxYjgSZyBXAce7ekiCB3V3Ka58meI8HEST4aEeEJfa5wJFsf59HAeeYWQ2Cv+8nKzJ4qTxVOUkuY8dv0S3Dbbj7B+5+qLt3I6ia+izG8bF0JkhKEPzuh0R9OLZw940VFDuUEn+Eu28j+ANMVKX7d4JvrHnABQQf2BFboh5vowJqB8ysJkHCGefuL0TtOpsgKQA8y/YPsXhuAt529w7ACaQo7lLixcyGAP2AweEXrKRPC5wUdX+0cvfIvVPyPBU22NjdP3X3o939YIIP5C9Lee1WYCZBCfG5ErtLu2d+rKh44xhH7Hv6GGBPYK6ZLSH4cnF61P5472t54435N2hmjYFO7h6pcRhPKbUi7v4hkAc0imrmwcxqAw8QtE/mAY+w/X1+HjiW4N6b6e5ry/k7SJpV5ST5EXCAmbUJv4EOIijxYWZNwp+7AVcBDyY6mZl1JKhKjZQS3wQui9qfHz58C7gkant5q1tjxh+2WewfntuA/gTVkqVpwPYEe3Y540lKGNNoYKG7l/x2/S1wWPj4SODzBKeLjntIRcUYrbR4zawvQTVjf3ffVMZT/xu4LDw/ZtY5at9RZtbQzHYHTgTeK/cvUELUvZ0DXEvie/tvwFXuXrKdsNLuGQja3aKeDiD2PX068Ht3b+3urQmqLY8yszqR48ystpntTdB2+dEuhhXvM+R7oIGZtQ1fdxTbvzzHMxy4usS2SEJcE9ZkFPd4DWtI/k3Q9qqq1gxWZZNk2OHiUoIbbSHwjLvPD3dfaWYLCXqeveLu/4lzmkPDjguLCJLj5e4+Odx3OVBgQeecBcCF4fabgb3Chvg5xG9bKW/8BowNq2fmEvTOvDHGKXLZXtoaQVBtOZPUL9nTCzgLONK2D4k4Ltx3PvC38H25FRga4/jouO8A/p+ZfUzq2r9Li/d+girLt8LtCb9MRbkJqAl8Ymbzw+cRHxKUFD4Bni9Pe6SZPQV8ALQzs2/M7Lxw1+lm9hlBkvmWBB+w7j7f3cfG2DWCFNwzpcR9W/g38wlBVfUfShxXB+gLRNoZcfcfCdpOTwg3fUJQzTqNoFdvqR3DEon3NxhuPx94PryXz2J7X4V453rD3d8use0HgtLjvPAaJZP6OKCI4Au5ZChNS1dFmdlI4HN3fyDdsZSFBeMUW7j7n9Mdi2QOMxsBbHT3u9IdS0Uxsz8BDdz9unTHIuVXlXu3Zi0ze4NgXNeINIdSJmY2mqDX56npjkUkncxsAvBLgmYJyWAqSYqIiMRRZdskRURE0k1JUkREJA4lSRERkTiUJEVKMLNt4ZCR+Ras1vJ/lmDFCgtW5jijsmIUkcqhJCmys5/CWXYOIhhofiyQaCLz1oCSpEg1o96tIiWY2UZ3rxv1fD+CgeKNCOaYfYJgEm6AS939fTObRjBB/mJgLHAfcBvBzDG7Af9w94cq7ZcQkQqhJClSQskkGW77AWhHMKF+kbtvDqdie8rdC8zscOBP7t4vfP1QoIm73xxOn/gecEoKJuoWkRTSZAIiZVOTYPWYfIKJ2dvGed3RQEfbvoJ9A+AAgpKmiGQIJUmRBMLq1m0ES5HdAKwEOhG06W+Odxhwmbv/u1KCFJGUUMcdkVKEyyo9SLDslBOUCJe7exHBxNg1wpduIJhMPeLfwEXhMl6YWVsz2wMRySgqSYrsbPdwseWaBIs1P8H2RXkfIFg94ncEix5H1jr8BNgWrioxBriXoMfrrHC5rdUEy2qJSAZRxx0REZE4VN0qIiISh5KkiIhIHEqSIiIicShJioiIxKEkKSIiEoeSpIiISBxKkiIiInH8f/tICrUg7LvKAAAAAElFTkSuQmCC\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -10446,7 +11064,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -10460,7 +11078,7 @@ "data": { "text/markdown": [ "## \n", - " ## COVID vaccination rollout among **50-54** population up to 25 May 2021" + " ## COVID vaccination rollout among **50-54** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -10483,7 +11101,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAcEAAAEGCAYAAAAdVi7kAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nO3deXyV5Zn/8c+VQAAhoSIYkEXQugVCAgQCKuMCWtpSGUdcUPxpa4vLjDNodbTUQds6HVvbcak6VqzgOCIIhaLUulFcEESBYkEWNyCyo0gkgmy5fn88z0kOyUlyEnKSk5zv+/XKK+c827kf8pAr93Vv5u6IiIikorTGLoCIiEhjURAUEZGUpSAoIiIpS0FQRERSloKgiIikrBaNXYB4dOzY0Xv27NnYxRARaVKWLl36mbt3auxyJLMmEQR79uzJkiVLGrsYIiJNipltaOwyJDulQ0VEJGUpCIqISMpSEBQRkZTVJNoERUQkOSxduvTYFi1aPA70IfkrUqXAyoMHD/5wwIAB22MdoCAoIiJxa9GixeOdO3c+rVOnTl+kpaUl9eTTpaWltmPHjpytW7c+DlwQ65hkj+IiIpJc+nTq1OnLZA+AAGlpad6pU6diglpr7GMasDwiItL0pTWFABgRlrXKWKcgKCIiKUttgiIi0qSkp6cPOOmkk/ZG3s+ZM+ejU045ZX9drqUgKCIiTUqrVq1K16xZs6o+rpUS6dB27dpVu3/Xrl088sgjdb7+/fffz549e+p8fn266667+M1vfgPA1VdfzcyZM4/oeq+99hojR448omtMmTKFzZs3H3E5Fi5ceETXEBGpSDVByoPgDTfcUKfz77//fsaOHctRRx1VzyWL7dChQ6SnpzfIZx2pQ4cOMWXKFPr06cNxxx1X7bEHDx6kRYvYj+Rrr71Gu3btOP300xNRTBGpg1tnvtf9g6276/UX38mdM/fcOzrv0+qO2bdvX9qpp56aA9C9e/d9r7zyysd1/byUqAlGlJSUMGzYMPr3709ubi5z5swB4Pbbb+fjjz8mPz+fW2+9FYB7772XgQMH0rdvX+68804AvvrqK7773e+Sl5dHnz59mD59Og8++CCbN2/mnHPO4Zxzzqn0mfPmzaNfv37k5ubygx/8gH379vHiiy9y8cUXlx0TXdt6+eWXGTJkCP379+fiiy+mpKQECCYRv+222+jfvz8zZsxg0qRJDBw4kLy8PC666KJa1UQ/+ugjhg8fTl5eHv379+fjjz/G3bn11lvp06cPubm5TJ8+/bB/t9GjR3PqqadyxRVX4O5V3lvFsj7zzDMsWbKEK664gvz8fPbu3XtYWc4++2zGjx9PQUEBDzzwAM8//zyFhYX069eP4cOHs23bNtavX8+jjz7KfffdR35+Pm+++SY7duzgoosuYuDAgQwcOJC33nor7vsXkaYtkg5ds2bNqiMJgAC4e9J/DRgwwI9E27Zt3d39wIEDXlxc7O7uO3bs8BNPPNFLS0t93bp13rt377LjX3rpJf/Rj37kpaWlfujQIf/ud7/rr7/+us+cOdN/+MMflh23a9cud3c//vjjfceOHZU+d+/evd6tWzdfu3atu7tfeeWVft999/mBAwe8e/fuXlJS4u7u1113nT/11FO+Y8cOHzp0aNn2e+65x3/2s5+VfcavfvWrsmt/9tlnZa9/+tOf+oMPPuju7nfeeaffe++97u5+1VVX+YwZMyqVa9CgQT5r1qyyMn711Vc+c+ZMHz58uB88eNC3bt3q3bt3982bN/v8+fM9KyvLP/30Uz906JAPHjzY33zzzSrvLVZZzzrrLH/33Xdj/mzOOussv/7668ve79y500tLS93dfdKkSX7zzTdXui939zFjxvibb77p7u4bNmzwU089Neb1RVIZsMTr+ffx8uXL17v7ksb8atOmzaHaHB+WOeb9pFQ61N2ZMGECb7zxBmlpaWzatIlt27ZVOu7ll1/m5Zdfpl+/fkBQE/rwww8ZOnQoP/7xj7ntttsYOXIkQ4cOrfbz1q5dS69evTj55JMBuOqqq3j44YcZP348I0aM4Pnnn2f06NH8+c9/5te//jWvv/46q1at4owzzgBg//79DBkypOx6l156adnrlStXcscdd7Br1y5KSkr41re+Fde/we7du9m0aRMXXnghAK1btwZgwYIFjBkzhvT0dLKzsznrrLN49913ycrKYtCgQXTr1g2A/Px81q9fT2ZmZpX3VrGsNYk+duPGjVx66aVs2bKF/fv306tXr5jnvPrqq6xaVd4u/uWXX1JSUlJj+6+ISLSUCoJPP/00O3bsYOnSpbRs2ZKePXvy9ddfVzrO3fnJT37CtddeW2nfsmXLeOGFF7jjjjsYNmwYEydOrFNZLrvsMh566CE6dOhAQUEBmZmZuDvnnXcezzzzTMxz2rZtW/b66quv5k9/+hN5eXlMmTKF1157rU7liEerVq3KXqenp3Pw4MEaz4kua22OvfHGG7n55pu54IILeO2117jrrrtinlNaWsrbb79dFsRFROoipdoEi4uLOfbYY2nZsiXz589nw4ZgvcnMzEx2795ddty3vvUtnnjiibL2uE2bNrF9+3Y2b97MUUcdxdixY7n11ltZtmxZzPMjTjnlFNavX89HH30EwFNPPcVZZ50FwFlnncWyZcuYNGkSl112GQCDBw/mrbfeKjv+q6++4oMPPoh5L7t376ZLly4cOHCAp59+Ou5/g8zMTLp168af/vQnAPbt28eePXsYOnQo06dP59ChQ+zYsYM33niDQYMGVXmd6u4t1mfG+veJpbi4mK5duwLw5JNPVnmN888/n9/97ndl75cvXx7X9UWaip89/z4/e/79xi5GUtqzZ8/f6utaKRUEr7jiCpYsWUJubi7/+7//y6mnngrAMcccwxlnnEGfPn249dZbOf/887n88ssZMmQIubm5jB49mt27d7NixQoGDRpEfn4+P/vZz7jjjjsAGDduHCNGjKjUMaZ169ZMnjyZiy++mNzcXNLS0rjuuuuAoEY1cuRI/vKXv5R1iunUqRNTpkxhzJgx9O3blyFDhrBmzZqY9/KLX/yCwsJCzjjjjLL7iNdTTz3Fgw8+SN++fTn99NPZunUrF154IX379iUvL49zzz2XX//613Tu3LnKa1R3bxVdffXVXHfddTE7xlR01113cfHFFzNgwAA6duxYtv173/ses2fPLusY8+CDD7JkyRL69u1LTk4Ojz76aK3+DUSS3arNX7Jq85eNXYxmz9yTfwq4goICX7JkSWMXQ0QkYaYuLmLO8k1l71dt+ZKcLllMv3ZINWdVz8yWuntBfZQv4r333lufl5f3WX1eM9Hee++9jnl5eT1j7UupNkERkWQTCX6L1+0EoLBXBwByumQxKr9rYxYtJSQ0CJrZemA3cAg46O4FZtYBmA70BNYDl7j7F9Vd5/PPP2fKlCmHbevduzcDBw6ssk0sPz+f/Px89uzZw7PPPltpf0FBAX369KG4uJjZs2dX2j9kyBBOOeUUPvvsM+bOnVtp/z/8wz9wwgknsHXrVl588cVK+4cNG0b37t359NNPmTdvXqX9I0aMoHPnznzyySe88cYblfaPHDmSjh07snbtWhYtWlRp/4UXXkj79u1ZuXIlsWrJl1xyCUcddRTLly+P2V52xRVX0LJlS959913ef79yu8PVV18NwMKFCyu1S7Zo0YKxY8cC8Prrr7Nu3brD9rdp06asx+err77Kxo0bD9uflZXFP/3TPwHw4osvsnXr1sP2H3PMMXzve98D4Pnnn+fzzz8/bH/nzp0ZMWIEALNmzeLLLw9PGXXr1o3hw4cDMH369Eop2F69epW1X/7f//1fpY4+J598ctmg/IrPHejZ07NXv8/eI/M/YnPxXo5r34bvnNmfu34U1PymTJnC/tVrmbK6/PwjffaksoaoCZ7j7tFV59uBee5+j5ndHr6/rQHKISKSFKYuLuKhv35I6aFDZQHwhnO+ycknV90OL4mR0DbBsCZYEB0EzWwtcLa7bzGzLsBr7n5KdddRm6CINAdVpT5H5Xfl8sIe9f55ahMMNGaboAMvm5kDv3f3x4Bsd98S7t8KZMc60czGAeMAevSo/4dDRKShzVm+iVVbvqSwV4eaA99fbg++f/uehilcE2JmAy644IKdc+bMWQdw4MABjj322Lz8/Pyv5s+f/1FtrpXoIHimu28ys2OBV8zssP7+7u5hgKwkDJiPQVATTHA5RUQSIrrXZ7U9PpdMhhVRq75sWADHn9lApWxa2rRpU7p27do2JSUl1q5dO589e3ZWdnb2gbpcK6HjBN19U/h9OzAbGARsC9OghN+3J7IMIiINberiIi79/SIu/f0iJsxeUZb+rLbH54qZsHVF+fvjz4Tc0Q1Q2qZp+PDhxTNmzPgGwDPPPNPhoosu2lmX6ySsJmhmbYE0d98dvj4f+DnwHHAVcE/4fU6iyiAi0lCia3zRbX5Vpj4r1vy2roDOufD9PzdUkY/cn/65O9tX1e8acsfm7OEfH652KSWAK6+8cuedd97Z5dJLL921evXqo6655prPFy5cWOvJgxOZDs0GZptZ5HOmuvuLZvYu8KyZXQNsAC5JYBlERBpEpL0vp0tWfIFvw4LgeyTl2TlXNb9aKCws3Ltx48ZWkyZN6jB8+PDiul4nYUHQ3T8B8mJs/xwYlqjPFRFJtIqzu0CcM7xEUp6dc8vTnQXfT3BpEyiOGlsijRgxYtedd97Z/eWXX167ffv2OsUzzRgjIhKHqtKdEdW290VqgE0x5ZnErr/++s++8Y1vHBo0aNDeuXPnZtblGgqCIiJxiCvdWZXoAKiUZ7058cQTD9xxxx1H1LlSQVBEpBqRGmCtJrRuDp1eklispZRGjhy5e+TIkfGt2RZFQVBEJErF9r7o1GeNE1pHgp86vTQZCoIiIlGia31A7VKfkbRnc+j0kiIUBEVEqGPaEw5PfaZG2rO0tLTU0tLSmsRMXqWlpQaUVrVfQVBEUt7UxUVMmB3M1lJj2jPW9GYQ1P5SI+25cseOHTmdOnUqTvZAWFpaajt27GgPrKzqGAVBEUl5kTbAX16YW3PaM7qnJ6Rc6vPgwYM/3Lp16+Nbt27tQ4Kn3qwHpcDKgwcP/rCqAxQERSSlTV1cxOJ1Oyns1aHqAJh6Kc8qDRgwYDtwQWOXo74oCIpISqq4tl+1A93njg9ep07KM2UoCIpISop7bb9IDXDk/SmT8kwlCoIikjLqtLZfZMiDAmCzpCAoIs1exdRnYa8Olef6rGqFB6U/mzUFQRFptmIFvypTn81thQeJi4KgiDRbcbX7aYWHlKYgKCLNUvTQhypnf6nY81Npz5SjICgizUJVE19XO/uLen6mPAVBEWkW4pr4OtYSR+r5mdIUBEWkSYtr4mstcSRVUBAUkSapqp6fMWmJI6mCgqCINEk19vzUfJ8SBwVBEWlSqkx/aokjqQMFQRFpEmpMf6b4EkdSNwqCItIkVJv+XDI5qPkdf6ZSnlIrCoIiktTi6v0ZSYMq5Sm1pCAoIkkneuB7pfRnxbY/0Hg/qTMFQRFJOtE1v8JeHbi5w0IKS/4Kq6g81g/U8UXqTEFQRBpdxSnPKqU+J9+tFR4kIWoMgmbWDbgMGAocB+wFVgJ/Bv7i7qU1nJ8OLAE2uftIM+sFTAOOAZYCV7r7/iO6CxFpkmL1+ATK1/rTCg+SYNUGQTObDHQF5gK/ArYDrYGTgRHAT83sdnd/o5rL/BuwGsgK3/8KuM/dp5nZo8A1wP8c0V2ISJMzdXERE2avAKLm+UyfV97eVzH1qXSnJEBNNcHfuvvKGNtXArPMLAOIsUBXIKxFfhf4T+BmMzPgXODy8JAngbtQEBRJOZH05y8vzC0f7jBZY/2kYVUbBKMDoJm1AXq4+9qo/fuBj6q5xP3AvwOZ4ftjgF3ufjB8v5GgplmJmY0DxgH06FFlnBWRJih6rb/L0+cFwQ+U9pQGF1fHGDO7ALgXyAB6mVk+8HN3v6Cac0YC2919qZmdXduCuftjwGMABQUFXtvzRSR5xFrrb0z6PMbvew/mLgk2anozaQTx9g69ExgEvAbg7svDDi7VOQO4wMy+Q9COmAU8AHzDzFqEtcFuwKZqriEizUCstf7G73uP7K8+VMpTGlW8QfCAuxcHTXplqq2duftPgJ8AhDXBW9z9CjObAYwm6CF6FTCntoUWkaah0mwvA9aUd3zZ+aFSn9Lo4g2C75vZ5UC6mZ0E/CuwsI6feRswzczuBv4G/KGO1xGRJBU99GFM+jwmtn2HjvtaKfUpSSfeIHgj8FNgHzAVeAm4O94PcffXKE+lfkKQWhWRZip6susg7VkEmbmQqdSnJJd4g+Cp7v5TgkAoIlJJdOeXVVu+5Mb2CxiXsUxpT0lq8QbB35pZZ2AmML2KsYMikqKiB75PyH6biRnz6V28AorRQHdJanEFQXc/JwyClwC/N7MsgmAYd0pURJqvwwa+r3oEvi5Sr09pEsy9dkPwzCyXYAD8pe6ekZBSVVBQUOBLlixpiI8SkVpaPOO3+IoZZLZuQe8u7TXgPYmY2VJ3L2jsciSzeAfLnwZcClwEfA5MB36cwHKJSJKburiIkoWTGFf8IKTBtnbh71r1+pQmJN42wScIAt+33H1zAssjIk3EnOWbuKX4VQAW955I4cX6u1iannjbBIckuiAi0jREaoC3FL9Kjm2AHmcqAEqTVdNSSs+6+yVmtoLDZ4gxwN29b0JLJyJJYfGM39Luw9kAnPD1QQanrQZg29EFtFXqU5qwmmqC/xZ+H5nogohI8omM/btp0wy62wY+bXUima1bsK1dAdmnjyVbPT+liatpKaUt4csb3P226H1m9iuCKdBEpJmas3wTOVtmMThtNds6FND7X+c1dpFE6lVanMedF2Pbt+uzICKSXCJr/o3OWARA9uljG7lEIvWvpjbB64EbgBPM7O9RuzKBtxJZMBFpWJHU57A9L3DG3vmc8PVBpmXASaUbg4HvSn1KM1RTm+BU4C/AfwG3R23f7e47E1YqEWlwkR6fA1kFwPutc+nYrhUZmXka9yfNVk1tgsUEs/+NATCzYwkWyG1nZu3cvSjxRRSRRIme9Dp6yAO5o+mtmp+kgHhnjPke8N/AccB24HhgNdA7cUUTkUSIDnyR9f7Gtn2HnraBkqNPo62mO5MUEu+MMXcDg4FX3b2fmZ0DqJVcpAmKrPV3Y/sFTMyaT+/9K2A/cPyZGvMnKSfeIHjA3T83szQzS3P3+WZ2f0JLJiL1puJafzldsoK1/rTag6S4eIPgLjNrB7wBPG1m24GvElcsEakv0Wv9FfbqwI3tFzBq30ItditC/EFwFPA1cBNwBdAe+HmiCiUi9eewtf7S58HcB4MdWuxWJO4JtKNrfU8mqCwiUk8qpj8Le3Xg8sIeMHlmcMDI+5X+FKHmwfK7OXzi7LJdBBNoZyWkVCJSZ1WmPye3Dha81cB3kTI1jRPMbKiCiEj9iNQApw9YQ2HJX2HLgmBH5pla8FakgnjHCfaItV2D5UUaX3TqE8rTn4Ulfy2v+an3p0hM8XaMie4+1hroBaxFg+VFGk0k+C1eF8xgWNirA8P2vMDEjPl03NdKvT9F4hBvx5jc6Pdm1p9gYm0RaUDRtb4TimZwU/pCMrNa0LFdK7IzWh+e+sxU6lOkJvHWBA/j7svMrLC+CyMi1YvM9pLTJYuxbd/hpNKNZHTJKz9AqU+RWom3TfDmqLdpQH9gc0JKJCKVRGqAOVtmMTFjEb0z2oMVQdc8pTtFjkC8NcHoXqIHCdoI/1jdCWbWmmCGmVbh58x09zvNrBcwDTgGWApc6e77a1twkVQQCX6R1OfgtNXBPJ+op6dIfYi3TfBndbj2PuBcdy8xs5bAAjP7C3AzcJ+7TzOzR4FrgP+pw/VFmr1I+nNimPqkq9KdIvUp3nRoAfBTgiWUys5x975VnePuDpSEb1uGXw6cC1webn8SuAsFQZFKpi4uYvG6nUzIfpvexeFQB6U+RepVvOnQp4FbgRVAabwXN7N0gpTnN4GHgY+BXe5+MDxkI9C1inPHAeMAevSIOUxRpFmauriIkoWT6PvFK0zLgMHFq4MdSn2K1Lt4g+AOd3+uthd390NAvpl9A5gNnFqLcx8DHgMoKCiINXWbSLM0Z/mmYJX39CJKjj4tGO6gFKhIQsQbBO80s8eBeQRtfQC4+6x4Tnb3XWY2HxgCfMPMWoS1wW7ApurPFmneosf+DdvzQhAAbQNte/TTKu8iCRZvEPw+QS2uJeXpUAeqDIJm1olgMd5dZtYGOA/4FTAfGE3QQ/QqYE7dii7StMWa8eWMvfPpaRsoOfo0rfIu0gDiDYID3f2UWl67C/Bk2C6YBjzr7nPNbBUwzczuBv4G/KGW1xVpFiI9Pydkv82o9IXBjC9WBKoBijSYeIPgQjPLcfdV8V7Y3f8O9Iux/RNgULzXEWlOKq7zd2P7BYwrDhe51SoPIg0u3iA4GFhuZusI2gQj6wlWOURCRA5XcZ2/nC5ZwTp/oEVuRRpJvEFwREJLIZICKq3zB8FKD1rkVqTRxBsENURB5AgN2/MCE7Pm0/v9oDbI8Up/ijS22qwn6ARpUK0nKBKn6DbAW4pfpadt0EoPIklE6wmK1LOYa/61blE+9EE9P0WShtYTFKlnkaEPN7ZfwLiW4QigLmcC/TT2TyTJaD1BkXoUmfS6sFcHxmUsg2LU81MkiSVsPUGRVDN1cRErnrufaRkL6bWvrXp+ijQBiVxPUCQ1LJkMK2aSt6WYy1uGPT8zz4RM9fwUSXbxpkNfAS52913h+6OBae7+rUQWTiTZTV1cRN68P9DzwCfs8eN5PyOX3udfo9qfSBMRbzq0UyQAArj7F2Z2bILKJJL0otf8624bWN/qRH5zzL2Myu9K7wKtfynSVMQbBA+ZWQ93LwIws+PRAHpJYSULJwVzfqbBtg4F9D59LNMLhjR2sUSkluINgj8FFpjZ6wQD5ocSrvoukgqix/5BMPAdgJH3k63Up0iTFW/HmBfDAfKDw03j3f2zxBVLpPFFB77F63YyJn0eY9u+A0BP28C2owsUAEWauGqDoJn1dPf1AGHQm1thvwFd3X1jwkoo0kjmLN9EzpZZjM5YBFnQe/8K2E8w7EED30WahZpqgveaWRrB6u9LgR0Ec4d+EzgHGAbcCSgISrNQcb2/iRmL6G1FwUTXaM5Pkeam2iDo7hebWQ5wBfADgtXi9wCrgReA/3T3rxNeSpEEiwS/xet2AjAh+20mZsznpNL10DUPNN+nSLNUY5tguJr8TxugLCKNJjLf54TstxmVvpDsnUuCHZEVH0SkWarTBNoizUHF1GdOl6xgvs+tH2q5I5EUoSAoKSc69VnW4zMDOu5rFcz32TlX6U+RFKEgKCmjYrtfYa8OjN/3HtlfRTq+oPk+RVJMvHOHznP3YTVtE0lmkXa/wl4duLnDQgpL/qqan0iKq2mcYGvgKKBjOGm2hbuygK4JLptIvYjUACPtftMHrIG5Pw92quOLSEqrqSZ4LTAeOI5gnGAkCH4JPJTAcokcsVjpz1H5XWHF3cEBWuxWJOXVNE7wAeABM7vR3X/XQGUSqRcx05+rgK0rtNitiADxzx36OzM7HegZfY67/2+CyiVSJ9HDHnK2zApmfMloD+8vCA44/sygDVApUBEh/o4xTwEnAsuBQ+FmBxQEJSnESn2OzlgUzPhCnsb9iUhM8Q6RKABy3F1rCEpSipn6tCJNeSYi1Yo3CK4EOgNb4r2wmXUnqClmE9QaH3P3B8ysAzCdILW6HrjE3b+oRZlFgMozvtzYfkEw40t06lNpTxGpRrxBsCOwyszeAfZFNrr7BdWccxD4sbsvM7NMYKmZvQJcDcxz93vM7HbgduC2OpVeUlKs1GdOlyxG7VuoKc9EpFbiDYJ31fbC7r6FsObo7rvNbDXB2MJRwNnhYU8Cr6EgKLUQnfocld+Vywt7wJLJMHdJEACV/hSROMXbO/R1MzseOMndXzWzo4D0eD/EzHoC/YDFQHYYIAG2EqRLY50zDhgH0KNHj3g/Spq5qYuLWLxuJxOy3w5Sn6sIvjaEKVClP0WkFuLtHfojgoDUgaCXaFfgUYJFdWs6tx3wR2C8u38ZLEYfcHc3s5idbdz9MeAxgIKCAnXISXEVU6Cj0sPUZ2TOT6VARaQO4k2H/jMwiKAmh7t/aGbH1nSSmbUkCIBPu/uscPM2M+vi7lvMrAuwvQ7llhQzZ/mmYNxf1iI6tmtF9lea81NEjly8QXCfu++P1OLMrAVBj88qWXDwH4DV7v7fUbueA64C7gm/z6ltoSU1RGp/w/a8wC3FrzKQVbAfyDxTqz2ISL2INwi+bmYTgDZmdh5wA/B8DeecAVwJrDCz5eG2CQTB71kzuwbYAFxS+2JLcxU97CGS+pyYNZ+etoFtRxeQffpYpTxFpN7EGwRvB64BVhBMqv0C8Hh1J7j7Ason3K5ISzBJJVMXFzFh9oryhW6zCFOfRdCjH22V+hSRehZvEGwDPOHukwDMLD3ctidRBZPUM2f5Jsakz+O/Wv4hSHsef2awQ6lPEUmQeIPgPGA4UBK+bwO8DJyeiEJJaole729i23eCAKhljkSkAcQbBFu7eyQA4u4l4VhBkVqLbvcbtucF+n7xCjcBma1bBBNea5kjEWkg8QbBr8ysv7svAzCzAcDexBVLmrOShZO4pfhVjspIp/f+FZAG2zoUkJ3ZGshT6lNEGky8QfDfgBlmtpmgs0tn4NKElUqapUgN8JbiV8mxDbTt0g8IBrlnq+YnIo2gxiBoZmlABnAqcEq4ea27H0hkwaT5iAS/E4pmcFP6QnLSiyg5+jT19hSRRldjEHT3UjN72N37ESypJFIr0Z1eTirdSEbXfrRVylNEkkDcvUPN7CJglhbWlXjEWuuvd/EKrfIgIkkl3iB4LXAzcMjM9hK0C7q7ZyWsZNIkVZzoekL220zMmB8EQFCnFxFJKvEupZSZ6IJI81Bprb9Vj8DXRVrlQUSSUrxLKRlwBdDL3X9hZt2BLu7+TkJLJ01GpAaYs2UWEzMW0TujfbDO39YVWu1BRJJWvOnQR4BS4PfiwvQAABE+SURBVFzgFwQzxzwMDExQuaSJqNjzc3Da6mDGF8IpzzpryjMRSV7xBsFCd+9vZn8DcPcvzCwjgeWSJqJiz0+6Ku0pIk1HvEHwQDhptgOYWSeCmqGkkOgenxHq+SkiTVm8QfBBYDZwrJn9JzAauCNhpZKkE1nmCIIen2fsnR/syEA9P0WkyYq3d+jTZraUYB1AA/7R3VcntGSSNKID4C8vzC3v8dk5NzxCKVARaZqqDYJm1hq4DvgmwYK6v3f3gw1RMEkekRTo9AFrKFz1iHp8ikizUVNN8EngAPAm8G3gNGB8ogsljati21/OlllMzFpE7/fDtGdkzJ+ISBNXUxDMcfdcADP7A6Bxgc1UdOCLzPZS2KsDAKMzFpWv86e0p4g0IzUFwbKVItz9YDBmXpqjyFCHnC5Z5bO9FPaAJZNhrnp+ikjzVFMQzDOzL8PXBrQJ32vu0CasqqEOOV2ymD5gDayYGcz2sgrYsCA4QOlPEWmGqg2C7p7eUAWRxKs4uXUk3QmQ0yWLUfldYcXd5R1fQClQEWnW4h0nKM1ApcmtC3uU71wy+fAAqNSniKQABcEUMXVxEYvX7aSwVwemXzsk2LhkcpD6hPK0p3p+ikgKURBMAdGD3Ufldy3fsWJmec1PaU8RSUEKgikg0gnmlxfmlvf4jA6ASn2KSIpSEGzGIh1hIu2Al6fPg8kzlfoUEQkpCDYzVQ16P6znp1KfIiJAAoOgmT0BjAS2u3ufcFsHYDrQE1gPXOLuXySqDKmo4qD3mzsspLDkr1rlXUQkhrQEXnsKMKLCttuBee5+EjAvfC/1JNIDNKdLFtOvHcL0a4cEAXBrOOenVnkXETlMwmqC7v6GmfWssHkUcHb4+kngNeC2RJUhVUQPgh+TPo/x+96Dya2Dnar9iYhUqaHbBLPdfUv4eiuQXdWBZjYOGAfQo0ePqg5LeVMXF7Hiufu5KX0hmVkt6L1/BewEMs8MDlDtT0SkSo3WMcbd3cy8mv2PAY8BFBQUVHlcqpuzfBM3pS+kf8ZGMrrkoQVuRUTi19BBcJuZdXH3LWbWBdjewJ/fbERSoDlbZjE4bTV01SoPIiK11dBB8DngKuCe8PucBv78Jqviyg8nFM3gpvSFQQAEpTxFROogYb1DzewZYBFwipltNLNrCILfeWb2ITA8fC9xiAx9iBjb9h36Z2wMxvyNvF/pTxGROkhk79AxVewalqjPbI6i054TMxbRO6N9sMOKoGueUqAiIkdAM8YkkViL3R6W9twPoF6fIiL1RUEwiUTP9hIxtu07nFS6Mej4ol6fIiL1SkEwSVRa7y+y0oPSniIiCaMg2MgiKdATimYwLWMhvfa1DWZ70UoPIiIJpyDYyCIp0Ilh2jMjMy/YoZUeREQSTkGwkVTq9am0p4hIg1MQbCDRPT+H7XmBvl+8wk1Q3utTaU8RkQanINhAont+nrF3Pj3Tiyg5+rRgomulPUVEGoWCYIJNXVxEycJJ3FL8KkdlpAeD3a0IevSjrVKfIiKNSkEwQSLBr+8Xr5TN77mtXUGwUwPdRUSSgoJgPYpu91u8bifTMl4hN72IbUcXkH36WLKV8hQRSSoKgvUo0u53Y/sFTMyaHwx56Kq0p4hIslIQrAeV2v2KVwQ71ONTRCSpKQgegUj6M5L6zEkvoqSdenyKiDQVCoJHoGywe9YipT5FRJogBcE6iNQAV2358vDZXpT6FBFpUhQE41Sx5+eY9HnhfJ/rNd2ZiEgTpSAYp+gZXyZkv8244j9oujMRkSZOQbAG0anPnC5ZwVp/k++GYmDk/er8IiLShCkIViG65ydAYa8O3NxhYRAAt64IaoAKgCIiTZqCYBUitb8J2W8zKn0h2Rmt4X0tdCsi0pwoCIaiO74AZenPcRnLYOuHkJmrhW5FRJqZlA+CsdKeADe2X8CofQth54fBhNfq/Ski0uykfBCMpD0Le3VgVH5XLk+fBytmwhalPkVEmruUD4JAea9PgMkzyzu+KPUpItKspWQQjG7/i6z6wOS7g51bVyj9KSKSIlImCMaa8WVs23cgg2DVh2KC2p8WvBURSRmNEgTNbATwAJAOPO7u9yT6M6MHvBf26sD4fe+R/VVREPRQ6lNEJBU1eBA0s3TgYeA8YCPwrpk95+6rEvWZUxcXsXjdTgp7dWD6gDVBxxf1+hQRSXmNURMcBHzk7p8AmNk0YBRQ70Hw7Ud+ROau1Zzw9UGmZUCvfW1h7pJgp3p9ioikvMYIgl2BT6PebwQKKx5kZuOAcQA9evQ4og/MbN2Cju1akZ3ZWgveiohImaTtGOPujwGPARQUFHhdrjH4hkn1WiYREWle0hrhMzcB3aPedwu3iYiINKjGCILvAieZWS8zywAuA55rhHKIiEiKa/B0qLsfNLN/AV4iGCLxhLu/39DlEBERaZQ2QXd/AXihMT5bREQkojHSoSIiIklBQVBERFKWgqCIiKQsBUEREUlZ5l6ncegNysx2ABvqeHpH4LN6LE4y0j02fc39/kD32BiOd/dOjV2IZNYkguCRMLMl7l7Q2OVIJN1j09fc7w90j5KclA4VEZGUpSAoIiIpKxWC4GONXYAGoHts+pr7/YHuUZJQs28TFBERqUoq1ARFRERiUhAUEZGUldRB0MxGmNlaM/vIzG6P2n6umS0zs5Vm9qSZVZoI3MzONrNiM/tbeI03zGxkw95BfMysu5nNN7NVZva+mf1b1L58M3vbzJab2RIzGxTj/LPNbG7Dljp+ZvaEmW03s5UVtueZ2SIzW2Fmz5tZVoxze5qZm9ndUds6mtkBM3uoIcpfk2qe02Hhc7rczBaY2TdjnHt1eH/Do7b9Y7htdEPdQzxqeE6nh/e53MzWm9nyGOf3rPgMJJOqntNw341mtia8719Xc43xZva1mbVPbGml3rh7Un4RLLP0MXACkAG8B+QQBO5PgZPD434OXBPj/LOBuVHv84H1wLDGvrcYZe0C9A9fZwIfADnh+5eBb4evvwO8VtO9JtsX8A9Af2Blhe3vAmeFr38A/CLGuT2BT4C/RW27HlgOPFSLMrRI0L3FfE7DfR8Ap4WvbwCmxDj/auDvwONR26aH9ze6sX92Fcpa5XNa4bjfAhOr+FmuTGQZj/D+qnpOzwFeBVqF74+t5hqLgTeB7zf2/egrvq9krgkOAj5y90/cfT8wDRgFHAPsd/cPwuNeAS6q6WLuvpwgYP4LgJl1MrM/mtm74dcZ4fZ2ZjY5rJ383cxqvPaRcvct7r4sfL0bWA10jewGIjWk9sDm6q5lZoPC2tXfzGyhmZ0Sbr/azGaZ2Ytm9mF1f83WN3d/A9gZY9fJwBvh6+p+jnuA1WYWGYR8KfBsZKeZfc/MFof3/KqZZYfb7zKzp8zsLeCp+riXGKp6TiH+n92bwCAza2lm7YBvEgRBAMxsYviMrjSzxyxwopktizrmpOj3iVDDcxophwGXAM9Ud63weXwo6v1cMzs7fF1iZv9pZu+FWZDser6VmKp5Tq8H7nH3feFx22Odb2YnAu2AO4AxUduru9drzOwDM3vHzCYlS3YjlSRzEOxKUOOL2Bhu+wxoEfULcTTQPc5rLgNODV8/ANzn7gMJfvk+Hm7/D6DY3XPdvS/w17rfQu2ZWU+gH8FflADjgXvN7FPgN8BParjEGmCou/cDJgK/jNqXTxBAcoFLzSzef7dEeZ/ygHEx1f8cpwGXhWU+xOEBZQEwOLznacC/R+3LAYa7+xgSo6rnFOCHwAtmthG4Erinims4QU3jWwT/Hs9V2P+Quw909z5AG2Cku38MFJtZfnjM94HJR3oz8YrxnEYMBba5+4dHcPm2wNvunkfwR9KPjuBa9eFkYGj4h9brZjawiuMuI3j+3gROqSl4m9lxBL9vBgNnUP67SRpQMgfBmNzdCR62+8zsHWA3wS/FeFjU6+HAQ2HbxXNAVvhX+HDg4ajP+6JeCh5P4YLP/yMw3t2/DDdfD9zk7t2Bm4A/1HCZ9sCMsF3jPqB31L557l7s7l8Dq4Dj6/UGau8HwA1mtpQgvba/mmNfBM4j+NlPr7CvG/CSma0AbuXwe37O3ffWX5Fr5SbgO+7ejSBA/Xc1x04juLfLqFyLOif8BbwCOJfy+3sc+L6ZpRP8cTO1PgtflSqe04gx1FALjMN+INLGvZQgjdqYWgAdCILVrcCzYY23ojHANHcvJfj3ubiG6w4CXnf3ne5+AJhRj2WWOCVzENzE4TWDbuE23H2Ruw9190EEfyl+EOP8WPoRpHAguPfB7p4ffnV195J6KnutmVlLgv84T7v7rKhdVwGR9zMI/uNU5xfA/LDW8D2gddS+fVGvDxH852407r7G3c939wEEvzg/rubY/QS/EH8MzKyw+3cEtaVc4FoOv+ev6rfUlcR8Ts2sE5Dn7pGa0nTg9Kou4u7vENTQO0al+jGz1sAjBO2DucAkyu/vj8C3gZHAUnf/vH5uqWrVPKdY0EHtn6j8R0osBzn890/0z+xA+McuJMFzSlC7n+WBd4BSgomyy5hZLnAS8IqZrSf4YyaSfajuXqWRJXMQfBc4ycx6mVkGwUP1HICZHRt+bwXcBjxa08XMrC9B6iFSy3sZuDFqfySt9Arwz1Hbjz7iO6m5bEZQw1vt7hVrC5uBs8LX5wI1pZnaE/6xQNDpImlF/RzTCNpRavo5/ha4zd0rtttE3/NV9VrImlX1nH4BtDezk8PjzqP8D7Cq3A5MqLAt8gvzs7AGVtZjNKzRvwT8Dw2QCq3hOYUgi7LG3TfGcbn1QL6ZpYUp7pr+uGtMfyLoHEP488yg8koRY4C73L1n+HUccJyZHU/V9/oucJaZHR3+AZHw/gdSWdIGQXc/SNCJ5SWCXx7Puvv74e5bzWw1Qa+65929qna7oWFnibUEwe9f3X1euO9fgYKw88sq4Lpw+93A0WEnhPcIH/4EO4OgzehcK+9m/p1w34+A34Zl+SUwLsb5LSiv5f0a+C8z+xuN/xc0AGb2DLCIoJ1ko5ldE+4aY2YfELRjbqaGX+Tu/r67Pxlj110EKeClNPAyNlU9p+H2HwF/DH92VxKk0qq71l/cfX6FbbsIan8rw894t8JpTxPUTF6uh9upSXXPKcRO5UaLfk7fAtYRpOUfJGivb1TVPKdPACeETQzTgKuiaqoRlwGzK2ybHW6Pea/uvong//Q74THrgeJ6vi2pgaZNawYsGK/V1d3/vcaDpVkxs1uA9u7+H41dlpqY2SjgCne/pLHLkizMrJ27l4Q1wdnAE+5eMZhKAiVFTUHqzsz+APQh6JYuKcTMZgMnEqTJk5qZ/Zyg5+vVjVyUZHOXBRMltCaozf+pkcuTclQTFBGRlJW0bYIiIiKJpiAoIiIpS0FQRERSloKgSAVmdijs/v9+OH/lj8OxjNWd09PMLm+oMopI/VAQFKlsbziLUG+CQe7fBu6s4ZyegIKgSBOj3qEiFZhZibu3i3p/AsEg9Y4E860+RTDJM8C/uPtCM3sbOI1gUPSTBIOi7yFY5qoV8LC7/77BbkJE4qIgKFJBxSAYbtsFnEIwYXupu39tZicBz7h7Qbg0zi3uPjI8fhzBunN3h9P7vQVc7O7rGvRmRKRaGiwvUjstCVYfySeY3PnkKo47H+hr5avDtyeYYFlBUCSJKAiK1CBMhx4CthO0DW4D8gja1L+u6jTgRnd/qUEKKSJ1oo4xItUIl0R6lGCpJieo0W0J14y7EkgPD91NsCZixEvA9eHSQ5jZyWbWFhFJKqoJilTWJlxsuSXBWnBPUb4g7iMEK0P8P4KFfiPrFf4dOBSuGDEFeICgx+iycAmiHcA/NtQNiEh81DFGRERSltKhIiKSshQERUQkZSkIiohIylIQFBGRlKUgKCIiKUtBUEREUpaCoIiIpKz/D9F3CacquhonAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] @@ -10507,7 +11125,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -10531,7 +11149,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgwAAAEGCAYAAAAJ9c30AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nOzdeVzVVf748ddh97IpgiJuYAqIkhtqWZqllSXaVKKWaTLNaDX1G2tyaqbNrO+M7WarWaNpG+lUlpmVjmbaKqaBApqKC4KyCQICXji/Py4XL5cL97JcBHw/H48ecj/3s5zLMPL2nPd5v5XWGiGEEEKI+ric7wEIIYQQovWTgEEIIYQQdknAIIQQQgi7JGAQQgghhF0SMAghhBDCLrfzPQBHBAYG6tDQ0PM9DCGEaFMSExNztNZB53scon1oEwFDaGgoO3bsON/DEEKINkUpdfh8j0G0H7IkIYQQQgi7nBowKKU6KqXWKKVSlVIpSqlLlVIBSqlvlFL7q/7s5MwxCCGEEKLpnD3D8BKwQWsdCQwCUoCHgE1a637ApqrXQgghhGjFnJbDoJTyB8YAswG01uVAuVLqBmBs1WnvAFuAB501DiGEEM0nMTGxi5ub21vAQGRZuz2pBJKNRuOfhg0bdtLWCc5MegwDsoHlSqlBQCLwV6Cr1jqz6pwsoKuti5VSc4A5AL169XLiMIUQQjjKzc3treDg4P5BQUH5Li4u0oyonaisrFTZ2dlRWVlZbwGTbZ3jzOjQDRgKvK61HgIUY7X8oE2dr2z+wGmt39Rax2itY4KCZFeQEEK0EgODgoIKJVhoX1xcXHRQUFABppkj2+c48fnHgGNa65+qXq/BFECcUEp1A6j60+bUhxBCiFbJRYKF9qnqf9c64wKnBQxa6yzgqFIqourQOGAv8Blwe9Wx24G1zhqDEEIIIZqHsxNW7gXeU0r9BgwG/gUsAq5WSu0Hxle9FkIIIRwSFxcXGhAQMKhfv34D6jrn/vvvD1FKDUtOTvY0H1u4cGEXpdSwrVu3Ghr6zCVLlnROT093t3deWlqaR33jaqhp06b1TkxM9GrqfZYsWdJ51qxZTUoIdGrAoLXeVZWHcLHW+g9a63ytda7WepzWup/WerzWOs+ZYxBCCNG+/PGPf8z57LPP9ts7r1+/fmdWrlwZYH796aefBvTt27e0Mc989913A48cOWI3YGhORqORhISEw8OGDWvUmJubbIkRQgjRplx33XVFQUFBRnvnXX/99afWr1/fEWDPnj2evr6+xk6dOlVft3Tp0oDw8PCofv36Dbjrrru6g+mX9M033xzar1+/AeHh4VFPPPFEl+XLl3dKTk42zJo1q09kZGRUUVGRsnzOd999Z4iIiIiKiIiIeuGFF7qYjxuNRubOndtj4MCB/cPDw6OeffbZQIB169b5xsTERIwdO7ZvaGjowFtvvbVXRUUFAAaDYcif//znHhEREVGbNm3yGTFiRMTWrVsNzzzzTNDcuXN7mO9tOWPw2muvBURHR/ePjIyMuvXWW3sbjaaP+NJLL3UODQ0dGB0d3f/777/3afx33KRN9JIQQgjR+sxfs7vnvqzTDZ7er094sG/Js1MGHW2Oe/n5+VWEhISU//LLL15r1qzpOGXKlPxVq1YFAqSnp7svWLCge2JiYkpQUJBx9OjR4atWreoYGhpanpmZ6b5///49ADk5Oa6BgYEVr7/+epfnnnvu6JgxY0qsn3PHHXeEvvTSS0euu+66Istf6osXLw709/evSE5OTjlz5owaPnx45KRJkwoBkpKSvH/99dfk8PDw8jFjxvRbuXJlp/j4+PwzZ864jBw5snjZsmXHAB599FEAbrvttvxLLrkkEtOGAtasWRPw8MMPZ+7cudNrzZo1ATt27Ej19PTUt912W6833nij86RJkwoXLVoUkpiYmBIQEFAxatSoiIEDB9Yae0PIDIMQQoh2a+rUqXmrVq0K+OKLLzrNmDEj33x827Zt3pdccsnpkJAQo7u7O9OmTcv79ttvfSIjI8uOHj3qefvtt/dcs2aNX6dOnSrqu39OTo7r6dOnXa+77roigD/+8Y+55vc2btzo99FHH3WOjIyMGjJkSP/8/Hy3vXv3egFER0cXR0VFlbu5uTF16tS87777zgfA1dWV2bNn51s/JyQkxNizZ8+yTZs2eWdlZbkeOHDA6+qrry7asGGDb3JysmHQoEH9IyMjo7Zt2+Z38OBBz61bt1Z/Pi8vL33TTTc1eflfZhiEEEI0SnPNBDjTtGnTCh577LEe0dHRJQEBAZX2zg8KCqpITk7e+8knn/i98cYbQQkJCQGrV69Ob8yztdbq+eefP3LzzTcXWh5ft26dr1I1VjUwv/bw8Kh0c7P9qzkuLi7vgw8+6BQZGVl63XXX5bu4uKC1VnFxcbmvvvpqhuW5q1at6tiYMddHZhiEEEK0W76+vpULFiw49uijj2ZaHh89enTxTz/95JuZmelmNBpZvXp1wNixY4syMzPdKioqmD179ql///vfGUlJSQYAHx+fioKCAlfr+wcGBlb4+vpWfPXVVz4AK1asqE6yvPrqqwtef/31oLKyMgXw22+/eRYWFrqAaUkiNTXVo6KigjVr1gSMHj36tL3PMmPGjFNfffVVx9WrVwfMmDEjD2DChAmF69at65SRkeEGcOLECdd9+/Z5jBkzpvinn37yzcrKci0rK1OffPJJkxs9ygyDEEKINmXSpElhP/74o29+fr5b165dL37ooYeO33fffTl1nT9nzpxaU/y9e/c++/jjj2dcccUV4VprNX78+FO33XbbqR9++KHDHXfcEVpZWakAFi5ceAxg1qxZOffee2/v+fPnV+7YsSPFx8enunjV22+/nf6nP/0pVCnF2LFjq2cT7rvvvpz09HTP6Ojo/lprFRAQcHb9+vUHAAYOHFh855139kpPT/caNWpU4cyZM0/Z+9xBQUEVffv2Ld2/f3+HK6+8sgRg2LBhpY888kjGuHHjwisrK3F3d9dLliw5Mm7cuOIHH3zw+CWXXNLf19e3oqn5CwDKVJ25dYuJidE7duw438MQQogWs3nFmwBcOXtOo++hlErUWsc015gAdu/enT5o0KA6fzkL+9atW+f7/PPPd928efPv53ss1nbv3h04aNCgUFvvyQyDEEK0QicPHzzfQxCiBslhEEIIIVpQbGzs6dY4u2CPBAxCCCGEsEsCBiGEEELYJQGDEEIIIeySgEEIIYQQdknAIIQQok35/fff3UeOHBl+0UUXDejbt++AJ598sov9q0RTScAghBCiTXF3d+f5558/duDAgT2//PJLyttvv90lMTHR63yPq727IAIGH5/6u3qeOnWK1157rdH3X7x4MSUlTS6i1SwWLFjAc889B8Ds2bNZs2ZNk+63ZcsWYmNjm3SPFStWcPz48SaP4/vvv2/SPYQQ7UPv3r3PXn755SUAnTp1qrzooovOHDlyxON8j6u9k8JNnAsY7r777kZdv3jxYm677TYMhmbt8lqniooKXF1rlTRvlSoqKlixYgUDBw4kJCSk3nONRiN1NV3ZsmULPj4+jBo1yhnDFEI0xqd/6cnJvc37F1+XqBL+8KrDTa3S0tI89u7da7jiiiuKmnUcopYLYobBrKioiHHjxjF06FCio6NZu3YtAA899BAHDhxg8ODBzJ8/H4Bnn32W4cOHc/HFF/P4448DUFxczMSJExk0aBADBw4kISGBJUuWcPz4ca688kquvPLKWs/ctGkTQ4YMITo6mj/+8Y+UlZWxYcMG4uLiqs+x/Ff8119/zaWXXsrQoUOJi4ujqMj0/4HQ0FAefPBBhg4dyurVq1m2bBnDhw9n0KBB3HzzzQ2a4fj9998ZP348gwYNYujQoRw4cACtNfPnz2fgwIFER0eTkJBQ4/s2ZcoUIiMjmTFjBuZy4rY+m/VYP/jgA3bs2MGMGTMYPHgwZ86cqTGWsWPHMm/ePGJiYnjppZf4/PPPGTlyJEOGDGH8+PGcOHGC9PR03njjDV588UUGDx7Md999R3Z2NjfffDPDhw9n+PDhbN++3eHPL4RoHwoKClxuuummixYtWnTUkU6UomkuqBkGLy8vPvnkE/z8/MjJyeGSSy5h8uTJLFq0iOTkZHbt2gWYfmnv37+fn3/+Ga01kydPZuvWrWRnZxMSEsIXX3wBQEFBAf7+/rzwwgts3ryZwMDAGs8rLS1l9uzZbNq0ifDwcGbNmsXrr7/OPffcw5w5cyguLsbb25uEhASmT59OTk4OTz31FBs3bsTb25unn36aF154gcceewyAzp07s3PnTgByc3P585//DMAjjzzC22+/zb333uvQ92HGjBk89NBD3HjjjZSWllJZWcnHH3/Mrl272L17Nzk5OQwfPpwxY8YA8Ouvv7Jnzx5CQkK47LLL2L59OzExMTY/27x582qN9a233uK5554jJsZ2Sfvy8nLMvULy8/P58ccfUUrx1ltv8cwzz/D8889z55134uPjwwMPPADArbfeyn333cfll1/OkSNHuPbaa0lJSXHo8wshmkkDZgKaW1lZmZo4ceJFcXFxebfffrvdxk2i6S6ogEFrzT//+U+2bt2Ki4sLGRkZnDhxotZ5X3/9NV9//TVDhgwBTP/C3r9/P6NHj+Zvf/sbDz74ILGxsYwePbre56WlpREWFkZ4eDgAt99+O6+++irz5s1jwoQJfP7550yZMoUvvviCZ555hm+//Za9e/dy2WWXAaZfpJdeemn1/aZNm1b9dXJyMo888ginTp2iqKiIa6+91qHvwenTp8nIyODGG28ETEEUwLZt27jllltwdXWla9euXHHFFfzyyy/4+fkxYsQIevToAcDgwYNJT0/H19e3zs9mPVZ7LM89duwY06ZNIzMzk/LycsLCwmxes3HjRvbu3Vv9urCwkKKiIrv5KkK0CjuWQ5Kd/KJMwMO7RYbT1lRWVjJ9+vTe4eHhpQsWLKj9l7hwigsqYHjvvffIzs4mMTERd3d3QkNDKS0trXWe1pp//OMfzJ07t9Z7O3fuZP369TzyyCOMGzeu+l//DTV9+nReeeUVAgICiImJwdfXF601V199NR988IHNa7y9z/3lMXv2bD799FMGDRrEihUr2LJlS6PG4QhPT8/qr11dXTEajXavsRxrQ8699957uf/++5k8eTJbtmxhwYIFNq+prKzkxx9/rA54hGiK3zZuIGX7lpZ7YGYSlBfXGxBkn4agzi03pLbkm2++8fn000879+vX70xkZGQUwBNPPJExbdq0gvM9tvbsgsphKCgooEuXLri7u7N582YOHz4MgK+vL6dPn64+79prr+U///lPdf5ARkYGJ0+e5Pjx4xgMBm677Tbmz59fPeVufb1ZREQE6enp/P67qcfIqlWruOKKKwC44oor2LlzJ8uWLWP69OkAXHLJJWzfvr36/OLiYvbt22fzs5w+fZpu3bpx9uxZ3nvvPYe/B76+vvTo0YNPP/0UgLKyMkpKShg9ejQJCQlUVFSQnZ3N1q1bGTFiRJ33qe+z2Xqmre+PLQUFBXTv3h2Ad955p857XHPNNbz88svVr83LSUI0Rsr2LWSnH2rZh3p4Q7foOv8LCo+m/+Q/tuyY2ohrr722SGuduG/fvr2pqal7U1NT90qw4HwX1AzDjBkzmDRpEtHR0cTExBAZGQmY1tsvu+wyBg4cyHXXXcezzz5LSkpK9XKAj48P7777Lr///jvz58/HxcUFd3d3Xn/9dQDmzJnDhAkTCAkJYfPmzdXP8/LyYvny5cTFxWE0Ghk+fDh33nknYPqXemxsLCtWrKj+xRgUFMSKFSu45ZZbqhMIn3rqqeppf0tPPvkkI0eOJCgoiJEjRzr8CxlMv9znzp3LY489hru7O6tXr+bGG2/khx9+YNCgQSileOaZZwgODiY1NdXmPer7bNZmz57NnXfeSYcOHfjhhx/o0KFDnWNbsGABcXFxdOrUiauuuopDh0x/iU+aNIkpU6awdu1aXn75ZZYsWcJf/vIXLr74YoxGI2PGjOGNN95w+HsghLWg0DCmPb6oZR62fKLpz/gWep4QzUCZM95bs5iYGG1OihNCiOaW8MRDAM4NGCzzFrKSIDga4r9w3vMApVSi1tp2tnEj7d69O33QoEE5zXlP0Xrs3r07cNCgQaG23nPqDINSKh04DVQARq11jFIqAEgAQoF0YKrWOr++++Tm5rJixYoaxwYMGMDw4cPrnJIfPHgwgwcPpqSkhI8++qjW+zExMQwcOJCCggI++eSTWu9feumlREREkJOTw7p162q9P2bMGPr06UNWVhYbNmyo9f64cePo2bMnR48eZdOmTbXenzBhAsHBwRw8eJCtW7fWej82NpbAwEDS0tL44Ycfar1/44034u/vT3JyMraCqalTp2IwGNi1a5fN6foZM2bg7u7OL7/8wp49e2q9P3v2bAC+//77Wssibm5u3HbbbQB8++231bMAZh06dKhOZNy4cSPHjh2r8b6fnx833XQTABs2bCArK6vG+507d2bSpEkAfP755+Tm5tZ4Pzg4mAkTJgDw8ccfU1hYWOP9Hj16MH78eAASEhJqbeUMCwurXj559913a+VkhIeHV9d7sP65A/nZa48/ez/9mgSA4fPPnfez991iwlwyuWLUcAiO5t2j3TFa/Xw5+2dPiKZoiSWJK7XWltHoQ8AmrfUipdRDVa8fbIFxCCHE+dW5z7lZhXffBRsJxKv3rebn/+0n/YvDuPnBtVdfWuscIc4Hpy5JVM0wxFgGDEqpNGCs1jpTKdUN2KK1jqjvPrIkIYRwphZZkqjOW6h/GSJ+Qzw9N19O14IwyqOyuO//3droR8qShGio87YkAWjga6WUBpZqrd8EumqtM6vezwK6OnkMQgjhXI7UVTDnLTjA4NaBkH4dufH/XdUMgxOieTg7YLhca52hlOoCfKOUqpFyr7XWVcFELUqpOcAcgF69ejl5mEII0QRJa+wHBMHRED2FPd9lsO/nc7WGss9kk3fmXK5E97OX4Vncib1lhfz2+R4enzTAmSNvk0pKStTIkSMjy8vLVUVFhZo0aVL+iy++2LQOd8IupwYMWuuMqj9PKqU+AUYAJ5RS3SyWJE7Wce2bwJtgWpJw5jiFEKLJHNz1sO/5neQcKyKwh6kqad6ZXEqMZzC4mbYbK+1JjscZijr5EODUAbddXl5eetu2bWn+/v6VZWVlavjw4RGbNm0qGDduXPH5Hlt75rSAQSnlDbhorU9XfX0NsBD4DLgdWFT151pnjUEIIZpVXUsPDVhuMGZn41OUy9Bdph0uhjzTxGtkgKkuzN5M086LqG5+eKpIkBmGWlxcXPD3968EKC8vV0ajUSmlzvew2j1nzjB0BT6p+h/RDXhfa71BKfUL8JFS6g7gMDDViWMQQojmU9fSQ9VygyOMublUlpS0izq7j25/tOfv+b83a3vrvp36ljx52ZN2m1oZjUYGDhwYdeTIEc/bb7/95FVXXSWzC07mtIBBa30QGGTjeC4wzlnPFUIIp7Kz9LDnuwy2f5tcIy/Bkr/yx8O9hLuvN5JTXEapAi/dk9DyuwDTDENUNz8S5sp2yvq4ubmRmpq6Nycnx3XixIkX/fLLL17Dhw+v3RxINJsLqjS0EKJ9amrzqOz0QwSF2u6M2lD7fj7BmSxNife5vARLHuWZ+JbsIqe4jJIyIwbPnvhXnOvbEtXNjxsGd2+WsTibIzMBzhYYGFgxevTo059//rm/BAzOJQGDEKLNMzePauwv/aDQMPpfNtb0or4tkg7mKrioE1yWvLQ6L8FSaWoqXpGRhJY/AAoS4mUmoaGOHz/u5uHhoQMDAyuKiorU5s2b/R544IEs+1eKppCAQQjRLjRb86j6tkjWk6uwet9q1h9cT0Te1XQuLKVLRgm2tjl4RUbiFxsLp5o+1AvV0aNH3WfPnh1WUVGB1lrdcMMNebfccot0q3QyCRiEEMKaVZ5CjdoJ3wLf7qx1yYG8s/Q0Xk6H4gBcVAkVfXuy/Z6nWLsro/b9T53LVRANN3LkyDMpKSl7z/c4LjQSMAghLly2lh9szC7s+/kE2Yfy8C2zWTYGgKCzJQAY3PPocmIXQYFBPLsro87AoC3lKggBEjAIIS5ktpYf6lh28C07ydBdi/GKrJ2XAJBqWU8hkOplB9nxINoLCRiEEBe0PS63si/PqhyM1bJDzrEiPCvLSe8CH85wtXmftDw3IgIiWD5h+bmDS2u3BxeirZKAQQhxQduX058c47lSzdZOni4lx7WS3vk/U1ReUl2JsbZuZByLZJpFkCB5CqI9kYBBCNF+2esimZUETCWwhw83/m0o+QkfUbhuXY1T9mYW0rnMSFjhIY508TJth3SQ5CmI9kQCBiFE+2Wvi2RwNJQFVb8sXLeuuk6CJW9PN3J6eHN4WKDkI4gLlgQMQoj2rWqLpHVbabOcgiICfc+99oqMpPeqlYCptsJz2z8EwNXTjYiAri0yZOEYo9FIdHR0VHBwcPnmzZt/P9/jae8kYBBCtB/WSxAWswv7fj5Ro620MTsbY24uPkDn5IP8/IencT+0n6ygXvy9Kg8h3eNDSvQRDKoXEQERXN/n+pb+RKIeTz31VNe+ffueKSoqsp2JKpqVBAxCiPbDegnCaoukOVcB4PDMWTWWH/YWlVHsF8LBiJE1bmlQvfhr1IvcOrJXy3wG4ZADBw64f/XVV/7/+Mc/Ml988UWZ+mkBEjAIIdokyyWGnKNFAHxSNBWYCh4WOQtVWyQtZxfMLJcf/vzW0xS4/kxUt30Y2AeAa14mEQEREizU4fg/H+5Ztn9/s7a39uzXryTkX/9nt6nVX/7yl57PPPPMsYKCApldaCF2AwalVA9gOjAaCAHOAMnAF8CXWutKp45QCNEuNbXDZM7RIs6WVeDu6Up5SRYehuB6zw/s4UP4iNr/EH3/pyOs3ZVBpv4eF7dMYED1e7IM0Tp98MEH/oGBgcbRo0eXrFu3ztf+FaI51BswKKWWA92BdcDTwEnACwgHJgAPK6Ue0lpvdfZAhRDtS6M7TJ7OgqJsKO+Cu4JAt5PgB/1DDnGx+2dVSY63V59eY6vkLjj8pulL83LE2qryzYbebgQa+tYsvCTq5chMgDNs27bN55tvvunYvXt3/7KyMpfi4mKXG264IWzt2rWHzsd4LhT2Zhie11on2zieDHyslPIAZK5OCNEojeowuXwiZCXxSd6TANwY9ZHFm7XLOte1VdKya2RUNz8MUmCpzXj11VczXn311QyAdevW+T7//PNdJVhwvnoDBstgQSnVAeiltU6zeL8ckK0sQogmqWvLo01ZpjyFHGOYKSfBYjahLpa5CmbmdtTpJabKjeZ8BSGEbQ4lPSqlJgPPAh5AmFJqMLBQaz3ZmYMTQlwYrLc8OsIyJ8FWhUazwj17ORbQo3qrpFm6x4eUqqNUlnXD4Okm+QptVGxs7OnY2NjT53scFwJHd0k8DowAtgBorXcppRq48CiEEHWz3PII1F3WuTypVp5CXcsOAMcCevBV8CCbz/TSPQlVD3BDVHfZCSGEHY4GDGe11gVKKctj2gnjEUIIk7rKOtfRftrWsgNQPbOQMPfS6mUIOLcEsXyClHoWwhGOBgx7lFK3Aq5KqX7A/wO+d96whBDtia0cheraCc/brpEAVJd1bi7rD64nLS+NiIAIWYIQooEcDRjuBR4GyoD3ga+Ap5w1KCFE+1JnjkJFOWQlEegG4cYUWP7oufesZhfqy1MoTU2loHtYrTwFqN1i2jSrIFsnhWgoRwOGSK31w5iCBiGEaDDrHIWEJz6CzCRuDHjUdjdJq6WH+vIUvCIjWevXv1ZwANJiWojm4mjA8LxSKhhYAyTUUZtBCCGq1SjdXN8OiAYsO9SVpwCw8a2nMbi+abOewjf58M0GqpcjhBAN51DAoLW+sipgmAosVUr5YQoc7C5LKKVcgR1AhtY6tmp3xYdAZyARmFlVz0EI0Y5YLkPUVZbZmr1lB1uzC2YFrj9Tqo5iWdrZmuQttA/du3eP9vb2rnBxccHNzU0nJyenWJ9z//33h/j4+FQsXLjQwQIfjlu1alXHqKio0mHDhpXaO9dgMAwpKSn5tTmeO2/evJCxY8ee/sMf/tCkbaTmYlcNbQnucPMprXUWsEQptRn4O/AYjuUx/BVIAcxh/9PAi1rrD5VSbwB3AK83ZNBCiLahxjLEjuWw3GKbZCZQXgx4Vx+yt+yQOmCUzTwFgBJtxODZU/ITLhDffvvtvm7duhnPx7M//fTTjkajscCRgKG5GI1GFi9efLylnmeLo4Wb+gPTgJuBXCAB+JsD1/UAJgL/B9yvTPsyrwJurTrlHWABEjAI0eZZN5My74JIeKKqdHNmkilA8DAFCNmnIcjXu9YWyfqWHf6+9Af2Fn2NIeC3Wu+5qEwCDX2b4ZOI9uy1114LeP3117uePXtWDR06tHjlypWH3dzcmDFjRq/du3d7l5aWukyaNCn/xRdfPA5w9913d//qq686urq66rFjxxbGxcXlb9y4seOPP/7o+/TTT3f773//e2DAgAFl5vunpqZ6TJ8+vU9JSYnLhAkTTlk++9FHH+36ySefBJSXl6uJEyeeevHFF4+npaV5TJgwoV90dHRJcnKyITw8/Mzq1avTfX19K7t37x49efLkvG+//dZv3rx5WV999ZV/bGxsga+vb8Xbb78d+OWXXx6EmjMGH3/8sd/ChQtDysvLVe/evcs+/PDDdH9//8o1a9b4zZ8/v2eHDh0qR4wYUdSY752jMwz/wRQkXKu1bkiEsxjTbIS5m1hn4JTW2hwVHsPU3KoWpdQcYA5Ar15SUEWI1sqcq3A8ZV2NrpHmTpI1eHhDN1OCY1A36H/ZWIiZ0KDnGQJ+w9XTVhnnAbLc0MI2rUzpmZdR1KztrQO6+5SMm9XfblOrcePG9VNKER8fn/3AAw/kOHLvnTt3eq1ZsyZgx44dqZ6envq2227r9cYbb3S+5557cl944YWMrl27VhiNRkaNGhXx008/dejdu3f5+vXrOx08eDDZxcWFnJwc18DAwIrx48efio2NLYiPj8+3fsbdd9/d609/+lP2Pffck/vvf6UxNpkAACAASURBVP87yHz8448/9vv999+9fvvttxStNePHj+/75Zdf+vTp06c8PT3da+nSpenXXHNNcVxcXOizzz4bZF5K6dy5s3Hv3r0pAF999ZU/wA033FB477339i4sLHTx8/Or/OCDDzrFxcXlZWZmuv3rX//qtnXr1n1+fn6VDz/8cPCTTz7ZdeHChVn33HNP6DfffJM2YMCAstjY2D6O/u9hydEchgZXNlFKxQIntdaJSqmxDb1ea/0m8CZATEyMFIkSopUy5yoAeBiCCelxPRRnAxAemMKALkmmEz3MFRoXnctV+P19Dr/zfvW97OUpmMnWyAvbtm3bUsPCws5mZGS4XXXVVeEDBgwove666+z+q3nDhg2+ycnJhkGDBvUHKC0tdenSpYsR4J133glYsWJFoNFoVNnZ2e67d+/2Gjp06BlPT8/KadOmhcbGxp6aNm1agb1n7Ny50+fLL788ADB37tzcJ598skfVs/22bt3qFxUVFQVQUlLikpqa6tWnT5/y4ODg8muuuaYYYObMmblLlizpApwAmDVrVq2gxN3dnbFjxxZ++OGH/vHx8fn/+9///F955ZVjGzZs8D1w4IDXiBEjIgHOnj2rhg0bVrRr1y6vHj16lEVHR5cBzJgxI/ett94Ksr6vPfbaW3+ktZ6qlEqiZmVHBWit9cX1XH4ZMFkpdT2mlth+wEtAR6WUW9UsQw8go6GDFkK0LoE9fCgvMu2CuLHXq3YrNFrmKpw4XUZuUdWMrn8ISX79SawjT8HUhtppH0M0kCMzAc4QFhZ2FqB79+7GiRMnnvrhhx+8HQkYtNYqLi4u19zp0iw1NdXjlVde6ZqYmJgSFBRUcfPNN4eWlpa6uLu7s2vXrpTPPvvMb82aNZ1ef/31Lj/++OM+e89xcXGp9Y9crTXz5s3LnD9/fo3ZkLS0NA+rKspYvvb19a209Yxbbrkl75VXXukSGBhYER0dXdKpU6dKrTWXX3554eeff16jc+f333/fwd6YHWFvhuGvVX/GNvTGWut/AP8AqJpheEBrPUMptRqYgmmnxO3A2obeWwjRyjmwVdKcq/D3pT/YrJ8AkO+6lQLXn6tfG3pDhVsG53KoxYWmsLDQpaKigk6dOlUWFha6bN682e/hhx92aKl8woQJhTfddFPff/7znye6d+9uPHHihGtBQYFrfn6+a4cOHSoDAgIqjh496rZlyxb/K6644nRBQYFLUVGRy7Rp0wrGjx9fdNFFF0UD+Pj4VBQWFrrYesbQoUOLli1bFnD33XfnLVu2rLP5+HXXXVe4YMGCkDlz5uT5+/tXHjp0yN3Dw0MDZGZmemzcuNF7/Pjxxe+9917AqFGj7AY/119//em77rordNmyZYFTp07NAxg7dmzx3/72t17JycmeAwcOLCssLHRJT093Hzx4cGlGRobHnj17PAcMGFD24YcfBjjy/bJmr711ZtWXd2utH7R8Tyn1NPBg7avsehD4UCn1FPAr8HYj7iGEaCH2Wk/bqrGQv6uQwpmz6rzGeukhqpsfCXNrr3zGb3iTolptp/0kV+ECduzYMbcbb7yxL0BFRYW6+eabc6dMmVJo69wXX3yx29KlS6v38544ceK3Rx55JGPcuHHhlZWVuLu76yVLlhwZN25c8cCBA0suuuiigd26dSsfNmxYEcCpU6dcY2Nj+5aVlSmAJ5988ijAjBkz8u66667QN954o+uaNWtqJD2+9tprR6ZPn95n8eLFwZZJjzfddFPhnj17vIYPHx4JYDAYKt97771Dbm5uOjQ0tPTll1/uMmfOHEO/fv1KH3jggWx73wc3NzfGjRtXsGbNms4fffRROkBISIhx6dKl6dOnT+9TXl6uAB5//PGMiy++uOzll18+HBsb27dDhw6VI0eOLCoqKnKt9wE2KK3tpwcopXZqrYdaHfvNzpJEs4mJidE7duxoiUcJIazU2+vhdBYUZxMemELyIVOuwrTeSRz+X2dKT7lXBwU1lh2qJEWMJPHisdWzC7YDhngAyVdoJKVUotY6pjnvuXv37vRBgwY5lGQo7EtLS/OIjY3tt3///j3neywAu3fvDhw0aFCorffs5TDcBdwN9FFKWe5j8gW2N9sIhRCtWq3W02bLJ5ryFbpEk2xeNQ2OBu+zeAUHV2+PrG/ZoVuPXRT57SZ+w5u13pPKjEK0HvZyGN4HvgT+DTxkcfy01jrPaaMSQpw31ksQ9ZZ1hnP5Ckeq/oqIXwT/q70cUd+yQ1peOl2oHRhIZUbR3kVERJS3ltkFe+zlMBQABcAtAEqpLph2PPgopXy01kecP0QhREuy7ixZX1nn/F2FFO4tgv/NovSsaRn58MxZDm+PNJNtkkK0fo5WepwEvACEACeB3pjKPdddtF0I0WbVWoKwLutcpXDXCUpPuVPgXUaJi6ke296cwlrbI+tajhBCtB2OVnp8CrgE2Ki1HqKUuhK4zXnDEkK0KklrbNdW8PDGKyyIx66bR68fV2DwcGXLtTNrXW6rxfTqfatZf3C95CkI0UY4GjCc1VrnKqVclFIuWuvNSqnFTh2ZEKJZ2NsWac1yOaK6ImPWcaAzBHeucW7pqWy8gk2loA0erkSF+PGEjTwFWyyDBclTEKL1s1l4woZTSikfYCvwnlLqJaDYecMSQjQXy9LNjgj0LyLc+BEsn0jhW/+m9LfEqq6StXlFRuIX2+C6btXMuQtx4XGNvoe48KSlpXn069evxpL4/fffH/LYY4/V2UN9yZIlnWfNmiWNiZrA0RmGG4BS4D5gBuAPLHTWoIQQzcvDI5XyooOOnZyVRHJ5McmHvCn1DQRf8OriAT5B4GuaTThZWEaOua7C/7bQq7wCQ3kOUoFRiPbLoRkGrXWx1rpCa23UWr+jtV6itc519uCEEM2jKPc3stMP2T/RzNxV0sP73NdVwQJATlEZJeUV1a8NHq4YgnuZuk9aWb1vNfEb4mv9l5aX1pSPJIRNI0aMiLjrrru6R0dH9w8NDR24YcOGWnuCP/zwQ//BgwdHZmZmut18882hs2fP7jlkyJDIHj16RC9fvrwTQGVlJXPnzu3Rr1+/AeHh4VHLli3rBDBz5sxe7733nj/A1VdffVFcXFwowOLFizvfe++93dPS0jz69OkzYPr06b379u074LLLLutXVFSkrMfQFtkr3HSamk2nqt/C1HxK/jkhRCtiK1/BvBwRFBrGtMcX2byuOlcBqvIVgOLOlB44bur5YHXdtKrdD7bqKlirK7FRchfavq9eX9wz5+jhZm1vHdizd8m1d81rUlMro9GokpKSUhISEvwXLlwYMmHChOqGUStXruz40ksvdf3mm2/2BwUFVQCcOHHCfceOHam7du3yuvHGG/vGx8fnr1y5smNSUlKHlJSUPZmZmW4jRozof8011xSNHj369NatW31nzJhRkJWV5XHy5EkNsG3bNt9bbrklD+DIkSNe77777sFRo0Ydvv766/usXLmy0913393maxfZq8Pg21IDEUI0nXUNBTBtkcw/5lH3RTuWU/jWEkpPlpuWHsqLTbMKND1HwUzqLIjmZN3d0fp4XFxcPsCoUaOK58+fX/3Dv337dt/du3cbNm/evC8gIKC6C+TkyZNPubq6MmzYsNLc3Fx3gO+++8536tSpeW5ubvTs2dM4cuTIom3bthmuvvrqoldffbVrYmKiV3h4+JlTp065Hj582D0xMdF72bJlR06ePOnWvXv3slGjRp0BGDJkSEl6erqn874bLcfROgw2E0WkcJMQrY+tMs4JT3xU9wVJa6C8GK8u3vS+NcR0LHoK71eMY+2uDDgFWLWbtq6rYN4iaYtsm2y/mjoT0Fhdu3Y1FhQU1GielJeX5xoWFlYG4OXlpcHUoKmioqI6uujdu3fZkSNHPJOTk73GjBlTYj5uPh9MbajrExYWdrawsND1888/9x89evTpvLw8t5UrV3by9vau7NSpU+XJkycxd6EEcHV11WfOnHF0g0Gr5mjSo2WfWi8gDEhDCjcJ0SIc3Rppt4xzFesliNJT7nhdHA3xK6vPWVtP/wfrugr11VOQpQfR3Pz9/Su7dOly9rPPPvOdPHny6RMnTrhu2bLFf/78+SdXrVoVWNd1PXr0KH/++eePTZky5aKEhIQDMTExpXWdO2bMmNPLli0Luueee3JPnjzp9vPPP/ssWbLkKMDQoUOLly5d2uWbb77Zd/LkSbdbb731ookTJ+Y747O2Jg4FDFrrGtValFJDMTWlEkK0AFtLDbbUV8a5mo0lCK8u3jaXHurq/2CLLDuIlvTOO+8cuvvuu3v9/e9/7wnw4IMPHrdsM12XIUOGlK5cufLgtGnTLvrss89+r+u8mTNnnvr+++99+vfvP0AppZ944oljvXr1MgJcfvnlRd99953fwIEDy8rKysoLCgpcx4wZc7r5Pl3r5FB7a5sXKpVkHUg4i7S3Fhe6T57fCWC7Y6QDEp4wNYaa9vgiWD6Rwyv2g0fNJQhi4mtc05DERmlD3TpJe2vRUI1ub22mlLrf4qULMBQ43vShCSHOCw9vTniH8/fyeabXiUBi/XkKZrbyFSRPQYj2z9EcBsvdEkZMOQ3/bf7hCCHq2hrpSG6CJcs8BctOkmQdp/RkOblBZfU2hbLV/wFs5ytInoIQ7Z+jOQxPOHsgQgiTurZG2s1NsFK4bp2pzXT3juBStfSYe7g6ZyEpfGSDchQsSb7CBa2ysrJSubi4NG49W7RalZWVCqis631HlyRigIcxtbWuvkZrfXFTByiEqM3W1sjG8IqMpPdVuXh+V0wJXhTFeAPebO9wJasKhhJl53pZfhA2JGdnZ0cFBQUVSNDQflRWVqrs7Gx/ILmucxxdkngPmA8kUU/0IYRomMYuP9TYFlmH0tRUvCIjASjBixTdm686z65+P8qAzSUHS7L8IKwZjcY/ZWVlvZWVlTUQxxsYitavEkg2Go1/qusERwOGbK31Z80zJiGEWUOXH37buIGU7VsoTUmlsqQEF0M9VXkvCsHNz50ff4LTZ1wx+LnK8oNosmHDhp0EJp/vcYiW52jA8LhS6i1gE1C9z1Vr/bFTRiXEBaQhyw8p27eQnX4IX8DFYMCrf2TNE05nQVH2udcVWVBejG8HL/Z3lTprQojGczRgiAciAXfOLUloQAIGIVpYUGgYl/xu2tVs3RTqxJJx+OSnkO7ep8bxNeXRZHczBSX1lXG2JvkKQggzRwOG4Vpr+VtDiAayV9K5vnwFW3kK5u2R5i6Ste5XVMYR3ZvnOj9b6z1zvkJ9ZZytSb6CEMLM0YDhe6VUlNZ6r1NHI0Q7Y6+kc335CtXbIiMjTUsNxdngayqT79XxLH4Bh2D5xBrXhJ49SLpHH7u5CpKXIIRoKEcDhkuAXUqpQ5hyGBSg69tWqZTyArYCnlXPWaO1flwpFQZ8CHTGVF9upta6vAmfQYhWrSlbJL0iI+m9aqUpMMjKxeuwqZRz70khNs9Pd+/D9g5XMoC6lx5kmUEI0RiOBgwTGnHvMuAqrXWRUsod2KaU+hK4H3hRa/2hUuoN4A7g9UbcX4h2oa4tkpbbIgEIjoZyU/uW96PuNrWetrK3vJCozn7Moe6lB1lmEEI0hqMBQ4OLc2hTV6uiqpfuVf9p4Crg1qrj7wALkIBBtBPWOQuO1FSosfRgwSsy0mYHSYC1uzJslnW2LucsSw9CiObiaMDwBaZf9grwAsKANKDefVpKKVdMyw59gVeBA8AprbWx6pRjgM3KMUqpOcAcgF69ejk4TCHOL+ucBUdLOlcvPQDsWA5Ja0xfl7wDy9+BrCTTDIOFxpZ1FkKIxnC0l0SNv6mUUkOBux24rgIYrJTqCHyCaWumQ7TWbwJvgqm9taPXCXG+Nbmsc9Ka2gFCcLSpBfWRNADyXbdS4Poz8RtsN44CyVUQQjQvR2cYatBa71RKjWzA+aeUUpuBS4GOSim3qlmGHkDthVghWrm6tks2dJsk2MhVAAiO5v2o12vmKSRC5PFfAMjsmoKLWyb1TfJJroIQojk52nzqfouXLsBQ4Lida4KAs1XBQgfgauBpYDMwBdNOiduBtY0YtxDnVV3bJRu8TRLw6kjNLZJVswt15SkAGDzdCDT0lfwEIUSLcXSGwdfiayOmnIb/2rmmG/BOVR6DC/CR1nqdUmov8KFS6ingV+DtBo5ZiFahMUsP1tskrfMSgHPLD4nQrccuDD1Sq99y3XvK9KfnCbr4yXKDEKLlOJrD8ERDb6y1/g0YYuP4QWBEQ+8nRFtQXxdJm9sk47+o+2aJP1Dg+jNFeZmyNVIIcd45uiTxDRCntT5V9boT8KHW+lpnDk6I1sLR7ZJ1bZEE29sk3//pSHWeQlDGTjqf2FP9Xq/yCkI9y/H27EpEgGmZI7uwhKDQMB6bULOHhBBCOJujSxJB5mABQGudr5Tq4qQxCdHqNGS7ZI0tklDvNknLPIXOJ/ZgKDpBiY/pvgYPVypcXWrcOyg0jP6XjW32zyeEEPY4GjBUKKV6aa2PACiletOIYk5CtGWN3i5Z3zbJxHP1FBKeWAv44XLLsOqSzml52UQERMiMghDivHM0YHgYU2nnbzEVbxpNVVElIS4ExuxsjLm5HJ65uN7z6lqOMOcrWC5BkIjNXRCWJZ0lV0EI0Vo4mvS4oapY0yVVh+ZprXOcNywhWl59rajz8jU+JSWm/T71qK+cM9Qu6WxdytlMSjoLIVqbegMGpVSo1jodoCpAWGf1vgK6a62POW2EQrSQ+lpR+1Xm0d0ji97LV9q40sqO5TXbTlssR+S7bsXQ+2cMFrMK3+TDNxsgLM+UJpSWd0IqNAohWh17MwzPKqVcMBVXSgSyMfWS6AtcCYwDHsfUE0KINs+cp2C9PbLOpQZbrHMWzPkKQIHrz5Sqo0iFRiFEW1NvwKC1jlNKRQEzgD9iKsZUAqQA64H/01qXOn2UQjQzW8sPlrML1tsj7S011GJRY+H9n46wNjEDEn+gRBsxePa0udyQ8NNDAJLgKIRolezmMGit92JKehSi3bC1/GC9VbLW9khrltslLVntiLDMWzB4uhHo7dksn0EIIVpSo5pPCdEeOKWrJLA6OIz1PpWwIR6AdI9CDL3B0M0P17xMKekshGiTJGAQF5z8hI8oTTUC1LlN0uGcBRvlnddviDdtiyS41umSnyCEaKskYBDtnnW+QmmqkULtj58qqPOaBucscK7Mc7pHIdCNksOmUiUlVcsRyydc2qjxCyFEa+BoL4lNWutx9o4J0RrZylfwUwVcPOsKeo++1bGb2MpXqCNXwdC75ml11VoQQoi2xF4dBi/AAARWNZxSVW/5AfI3oGi1LLdFlnpNwAcYumuD6XXVcoPDwQJA0hp+S84gpdjyxz6a7CwDeX+9EYDQMiOhgDpZjsHdQETA2nOnboCEDfU/Ijv9EEGhYY6PSQghWpC9GYa5wDwgBFMdBnPAUAi84sRxCdEgtpYdKivH4GIwUOgSgF9lXvV7jVluAEgp7k52mU+NX+p5eWmUnC3B4G6oPmZwNxDgFdDg+0tjKSFEa2avDsNLwEtKqXu11i+30JiEaDBbyw4uBgNekZF4AeEjouufUahri6RZVhIQTVBoGNMeX3QuX6HXc4APoeUPVG+dTJgruQpCiPbH0V4SLyulRgGhltdorR2okytEy7DcJmne/dD7bw4uO9SxRbJacDTkBlW/XJH0AZn6e1xUJl66JyC5CkKI9s3RpMdVwEXALqCi6rAGJGAQrYJ1N8kGlXI2s7FFsoYnHqr+ssD1Z1zcMhkaPIDr+1xPXLjMKggh2jdHt1XGAFFaa+3MwQhRn4Z0k2xsnkKN9tNWIo8XAjBtaf0lnoUQoj1yNGBIBoKBTCeORYh6NUs3STvlnK3bT9dFSjwLIS40jgYMgcBepdTPQJn5oNZ6slNGJUQdOnqeYeiut2odd3gJoq5cBXNHyURTLsKUK4+x/uD6Gqe47jW1nzb0flNKPAshLjiOBgwLnDkIIRxlzM21GRw0aAmivlyFxB8AWH9wvam8c4DtoEBKPAshLjSO7pL4VinVG+intd6olDIArs4dmrhQ1ZWrkHOsCB8c6CJpgzk34bFcUznohUt/sHme5XJEREBEjRwFaT8thLiQObpL4s/AHCAA026J7sAbgJSGFs2urlyFwB4+dE4+6PiNLPIVBmUW0K+8glB1mHT3PuS7bqXA9edalxh6Q5G3J0fz0uucXRBCiAuRo0sSfwFGAD8BaK33K6W6OG1U4oJkLudsXcrZUmlqKji6XdIqX8Hg4Yp3tyEMiJ5C95ytFOVl1hkUdEGWHIQQwpKjAUOZ1rpcKVNlaKWUG6Y6DHVSSvXEVKeha9W5b2qtX1JKBQAJmIpApQNTtdb5jRq9aHPq2xppLudcZFXK2VKDt0tW5SuYlyAS4qvqJWzYWmvJQQghRN0cDRi+VUr9E+iglLoauBv43M41RuBvWuudSilfIFEp9Q0wG9iktV6klHoIeAh4sHHDF21NfVsjwVTOuUt4F/ulnK1VLT+cOF1KTpFpI0/o2YOku/dh4dIfHNoqKYQQom7KkVpMSikX4A7gGkwNqL4C3mpIISel1FpMDateAcZqrTOVUt2ALVrreheLY2Ji9I4dOxx9lGjFPnl+J0B1CWdLm2+dypHKcrz6N7BCI0BmEpQXU4wXlVrjUjUbVujSkXzXAIyqAOVahIebqbKTuWFUQ/IUzN0kpz0uSY+ibVBKJWqtY873OET74OgMQwfgP1rrZQBKKdeqYyWOXKyUCgWGYMqB6Kq1NheAysK0ZGHrmjmYEi3p1auXg8MUbYExO5vDM2fVOp5edIrTHTzxauyNPbw5rHsDEBVimk3wBroBaXmZlJwtxQNTV8nGdJSUbpJCiAuZowHDJmA8UFT1ugPwNTDK3oVKKR/gv8A8rXWhOQ8CQGutlVI2Zym01m8Cb4JphsHBcYpWoL48hZxjRfgU2a6l4GIw0Llz58b9C375RACmlc8E4AmrjpHxG+KBjpKzIIQQjeRowOCltTYHC2iti6pqMdRLKeWOKVh4T2v9cdXhE0qpbhZLEicbPGrRqtWXp2DeGmmrloKXRXOn+rz/0xGKvl/GZWc2Vx/b5ZnBWl9/UvQiDJ5uxG+oma9QXxEmIYQQ9jkaMBQrpYZqrXcCKKWGAWfqu0CZphLeBlK01i9YvPUZcDuwqOrPtQ0etWj1zK2mzVslLTVoa6QNa3dl8EDBxuqaCgBrff054K4wYLvHg1RmFEKIpnE0YPgrsFopdRxT0mMwMM3ONZcBM4EkpdSuqmP/xBQofKSUugM4DExt8KhFm1G4bl2t5YfGdpK0VF1ToarEs/eGeC4GWXIQQggnsRswVO2Q8AAiAfOcbprW+mx912mtt2EKLmyRCpHthK18BevliMaUcq7FomrjY7kFhJ49iCmPVgghREuwGzBorSuVUq9qrYdganMtRDVb+QqBPXwIH2Fz84vDzL0fzB7Lfbu6rsJ6z1J+CeyCt08lbIgHJEdBCCGczeFdEkqpm4GPG1J7QVwYbLac3gWH32xA22kra3dl1Cq2lO7eh4WdnyXd4zkq3DKI9g2ufk9yFIQQwrkcDRjmAvcDFUqpM5iWGrTWWkrntXP1bZGE+rdJQtPyFaK6+ZFg3h653B8wlXY27YDwk3wFIYRoQY62t/Z19kBE62SvlHN92yQdtXrfatYfXE/3k3mcrajkheU3Y9DZBLkUEr+i6kf0bDF4eMOGeFl+EEKI88DR9tYKmAGEaa2frGos1U1rXbs/sGh3bC45WGjqNsn1B9eTlpdGl4rOVFateAW5FGLQpUBVoOLhDd5BgCw/CCHE+eDoksRrQCVwFfAkpoqPrwLDnTQu0YoYc+tecoDm2SYZERCBl+4AwE/xr1VXbmT2F026rxBCiObhaMAwUms9VCn1K4DWOl8p5eHEcQknspeXYCnnWBE+1Nwa+dvGDaRs31LzxNSd8MROxwdxOguKsgEIU6Yduv6F7vh2qDAFC1lJptbUQgghWgVHA4azVQ2nNIBSKgjTjINog+zlJVgy5yhYStm+pbpzY0Nkl2STV5oHQGVZEUpXUokLpWi8tMLby0hIp7NAB1OwED2lQfcXQgjhPI4GDEuAT4AuSqn/A6YAjzhtVMLpzKWb62Mu62wrR6ExbZ7jN8STlneCiIAIio8corJSc9SzLwD+FSNIrRjDDYO7w0jpTiqEEK2No7sk3lNKJWKq0KiAP2itU5w6MnHeWZZ1bmqOgllEQATLJyxnz78uB2DAP//bLPcVQgjhXPUGDEopL+BOoC+QBCzVWhtbYmCiaey1mHZkOQKaqawzmEo7ZyWZvl4+sbpqoxBCiLbB3gzDO8BZ4DvgOqA/MM/ZgxJNZ6/FtGXpZlsdJaFhVRrNtRTqUp6xm4MuZfQ8686enAJKdG9+7XAlAxy6uxBCiPPNXsAQpbWOBlBKvQ1I3YU2xJE8BbDdURIatl3SXEuhroJKZysq6X7WjVNut7Cw8xgAU76CEEKINsFewFDdkVJrbTTVbxKtleUyREOWHaB5lh7M+Qk2x1ads/Bgk54hhBDi/LAXMAxSShVWfa2ADlWvpZdEK2S5DNEcHSNtWb1vNWl5aYBp14NZjdkFi1bUZpKzIIQQbVu9AYPW2rWlBiKaR33LEM2Rq7D+4Hq6ni3B4G6ocdxcrvn9n44waNPbtQIEyVkQQoi2zdE6DKIdaI5cBQCDu4GIgAgem1C7DsO0pT/Qr7yCdA9TK2pLkrMghBBtlwQM7YA5d8GRvIUm5SqYt0aWB0Bm0rl+DxYeyy0gVB3Gu9sQEuIvbdxzhBBCtDoSMLQDlsGCdd6C5TJEQ5YewMZWyawk0nQp9gpCp7v3YYCUdRZCiHZFAoZ2oq7cBctliIYuPdjaKhmhvHD36MbeUm+mlc+sdc3e8kKiuvmRECOzC0II0Z5IwNBG1Fe58XjaNqjciArbfAAAE8hJREFUR8ITH9V6r/RsIVwUglffENOBBnSVDMs7RRhdiQiomrXIPAlA+ukiSjy8bF4T1c1PchWEEKIdkoChjag3R6FyH8ayE4DjdRegZvdIW0rMuyHMrajLi8HDmxKfrpzpOoCEuTKLIIQQFwoJGNqQupYdTDMLPlwTObTWtsnSA8dNiY42Oktado+0rSOB6hIGJq4i1Ne0TXJ7h6F8XHA5Ud2kBIcQQlxIJGBoR2xtm7SXt1BfdUYwbZMssdomGWWQLZJCCHGhcVrAoJT6DxALnNRaD6w6FgAkAKFAOjBVa53vrDG0ZdY5C46WenZo26S5EqOqur+N7ZFmsk1SCCEEOHeGYQXwCmD52+shYJPWepFS6qGq19JcwAbrnAXzlklb1RpLz5qqd5uXH2ypsUUyKwnOFpPm4U4EHnbHItskhRBCOC1g0FpvVUqFWh2+ARhb9fU7wBYkYKiTrZyFwzNtV2uE+pcfam2R9PAmIjia6/tcD+FxvP/TEdbuyqh1nWyTFEIIAS2fw9BVa51Z9XUW0PzdkS4A1ssOXk88BGAzsdFSdb6CeQnCIndh7a4M9mYW1kpmlG2SQggh4DwmPWqttVJK1/W+UmoOMAegV69eLTau86WxOQvWVn99H+uPf1freBrlpuWH5RNNSxLB0bXOiermJ1slhRBC2NTSAcMJpVQ3rXWmUqobcLKuE7XWbwJvAsTExNQZWLQX1jkLHT3P0Dl5K4dnLq5xnr3yzuuPf0eaLiVC1SysFIEH12tv04vgaJCcBCGEEA3Q0gHDZ8DtwKKqP9e28PNbNcuchcMzZ1GamgqN6CwZobxYPntHrePv/3SEaeY8hUQg8Yfq92wtRwghhBBmztxW+QGmBMdApdQx4HFMgcJHSqk7gMPAVGc9vzWzVebZ1hJEkzpL2lBXngJIroIQQoj6OXOXxC11vDXOWc9sK2yVebZegrBceqjVNdJK2MmTUHmW+BUxNpcjLEmeghBCiMaQSo9O9tvGDaRs31LjWM7RIgDKi84FDKXpqRwoKeGQwWA6cFEIbn7u/PjEQ6TlpdHV3NfBBq9TmlKfCsC0HHF9yOjm/yBCCCEuaBIwOFnK9i1kpx8iKDTM7rkuBgNe/W0nNBrcDXX3fChLon+IFxfP3lTrLcv6CpKnIIQQorEkYHASc55CztEilGsQHj7n0jU8fItqJDiu3rea4Pv+B8CHIzvVupe5QdRjExadK+tsycP2NkmombcgeQpCCCEaSwIGJzHnKdhina/gl5dK4LEicuqouxAREGGqyAimYMG6joKdbZKStyCEEKKpJGBwosAePtV5CpYlnm1tmczp4cOIWQ9w7QQHNo4ER0P8F80+XiGEEKIuEjCcJ5ZbJhdsiAdwLFioUlfvB2uStyCEEKI5SMDQDGzVVcg+lIdv2UnKT6cCplmF7DPZ5J7JpUtGCSe7G6oDhbS8NCLc/ettM12tajmivpoKliRvQQghRHOQgKEZ2Kqr4Ft2ki7HvueY/7nzcs/kUmI8w8nuBlKGBVYfjwiI4PrMg5B1qM7kxWrmfIVEyU0QQgjRciRgaCbWragPz1wMgZDT15Sn0PvxRdUzCssnLOdaq+tPLBnHHt2LheWP2H9Yoiw1CCGEaFkSMDRB9dbJujpLns6CzFzT18sngjpx7msrPvkpHNG9HX62LDUIIYRoSRIwNIE5WOjoeQbPnV/w1cQ7q9/rklHCySBNmg4GF1fiVd65FtM2pLv34dcOV8oSgxBCiFZJAoYmCuzhw9Bdb5G3ZyfpXRUGtw4ApjyFfmVQ5goe3hDcnQgw1VMIj6t1n4VLTZ0j57Tk4IUQQggHScDQTE52N/DZvQNYPmE5YNr2ePWmW/npdxcOV3aj5PBMAP5/e3cfZHV133H8/YFlYYFAVMAqCPgAKopggtSRWh+iiTpmzLQYJZlU0WpjqqmO0ZhOY62xxqa1TlpM47PGsYKPGUKtaBIbjSKggAqoqIiKoqIoD4u4sPvtH+esXJa7exe53HuBz2vmDr97fg/3HO7Z+/v+zjm/37nvDbjvsRmb7e8xCWZmVsscMHRC61iFDcuXs+HDNCZhfUsTjV37U9+0jBUvzGHtgEi3PObxCaOWrWSvpteYyahOfYbHJJiZWS1zwNAJrWMVeq/5kJa1a+nSsyfrmzdQt2Ep+uQpnt5vT9Y2tPDlJ5uZ0jXt09jUm5mMYu2GBkYM6cM/eWyCmZltxxwwdFIaq/AwdIEhN/2KifkWyRNm7sHaJesY1D3PG7FHeo7CG++sAmDEkD4cOO7oamTZzMysbBwwtKPw6Y0fLF1DS986Fi5LQcClN8xgSX1aHvxOA9TvxjGD02Oar9ztFAAWRhqT4JYFMzPbEThgaOOjKfewato0nu9xAqu67EqflhX0Bnq/PouB77/M0gEidB7QzJD1XRmyvhGAoesXs6TbPp8dx2MSzMxsR+KAoY1V06almSRHn0CflhUcse5hABo/msubA4LHD+5Kr/o6RlDHSd160VKfBi30GnwoB40cz5QxblEwM7MdjwOGInoccAA98tTTQy7+FgALrv4zbu23hl6DD/3s1kmAKW9elhYmXlPxfJqZmVXKTh0w3LvoXmb9/hUGLxhIz9XrAahvHse6bl1oXPwujQ1LufvGswDoses63ujWjRHVzLCZmVmVdKl2BqrpocUP0fD67tR92o/6pmYA1nXrwscNXWlsWMqKXWZ+tu26Lj0YVLd7elKjmZnZTmanbmEA6FnXwBdjJUd0fZIht/+K0/IjmqfUX5U2mDivirkzMzOrDTt1C4OZmZl1zk7XwtA6bmG3t4YycP04eq36Ii2r32ThB6u49IYZjFj2AOPrZ4DehD8ZWe3smpmZ1YSqtDBIOkHSy5JelXRZJT+7ddxCw8pdUXSn+9p32f29Z3hh/z8FYHz9DIa1LEnBwsjxlcyamZlZzap4C4OkrsD1wPHAUmC2pKkRsbBSeehZ18DgvQfwVO++HDH3Xxg2qA/HXf+jtPK2vsAomPg/lcqOmZlZzatGl8RY4NWIWAwgaTJwClD2gGHSt89mQ/OGTdJGEUSXx3jrtel8bd3bvNsjeL+xkR7fTbNM0tQI9b3gzc41fCxf8jr9h+5d7qybmZnVlGp0SQwE3ip4vzSnbULSuZKekfTM8uXLy/jxoktLE/XNq5FA3URdz64bV9f3gt79O320/kP39uRSZma2w6vZQY8RcSNwI8CYMWPi8xzj/LtuKWuezMzMdlbVaGF4G9ir4P2gnGZmZmY1qhoBw2xgmKS9JdUDpwNTq5APMzMz66SKd0lExAZJ5wPTga7ArRGxoNL5MDMzs86ryhiGiHgIeKgan21mZmZbzo+GNjMzs5IcMJiZmVlJDhjMzMysJAcMZmZmVpIiPtczkSpK0nLgjc+5ez/ggzJmpxa5jNu/Hb184DJWw5CI6Pyja806sF0EDFtD0jMRMaba+diWXMbt345ePnAZzbZ37pIwMzOzkhwwmJmZWUk7Q8BwY7UzUAEu4/ZvRy8fuIxm27UdfgyDmZmZbb2doYXBzMzMtpIDBjMzMyuppgMGSSdIelnSq5IuK0g/VtIcSfMl3SFps0m0JB0taaWkufkYj0s6ubIl6BxJe0l6TNJCSQsk/V3ButGSnpY0T9IzksYW2f9oSdMqm+vOk3SrpPclzW+TPkrSDEkvSPqNpD5F9h0qKSRdVZDWT9J6SZMqkf9SOqinX8n1dJ6kP0rar8i+Z+byHVeQ9o2cNr5SZeiMEvV0Si7nPElLJM0rsv/QtnWglrRXT/O6CyS9lMv9sw6OcaGkdZL6btvcmlVBRNTkizT19WvAPkA98BwwghTkvAUMz9tdCZxdZP+jgWkF70cDS4CvVLtsRfK6B/ClvPwFYBEwIr9/BDgxL58E/F+pstbaC/hz4EvA/Dbps4Gj8vJZwE+K7DsUWAzMLUg7D5gHTNqCPNRto7IVrad53SLgwLz8PeD2IvufCTwP3FyQNiWXb3y1v7s2eW23nrbZ7lrg8na+y/nbMo9bWb726ukxwG+B7vn9gA6OMRN4AphY7fL45Ve5X7XcwjAWeDUiFkdEEzAZOAXYDWiKiEV5u0eBvyx1sIiYRwouzgeQ1F/S/ZJm59e4nN5b0m35qvd5SSWPvbUiYllEzMnLq4EXgYGtq4HWK+++wDsdHUvS2HzVPlfSU5L2z+lnSnpA0sOSXunoKqncIuJxYEWRVcOBx/NyR9/jWuBFSa0PxDkNuKd1paSvS5qZy/xbSbvn9Csk3SnpSeDOcpSliPbqKXT+u3sCGCupm6TewH6kgAEASZfnOjpf0o1K9pU0p2CbYYXvt4US9bQ1HwK+Cdzd0bFyfZxU8H6apKPz8hpJ/yzpudy6tnuZi1JUB/X0POCaiPg0b/d+sf0l7Qv0Bv4BmFCQ3lFZz5a0SNIsSTfVSquZWTG1HDAMJLUktFqa0z4A6gpOHuOBvTp5zDnAAXn558B1EXEY6UR1c07/MbAyIkZGxCHA7z9/EbacpKHAoaQrFYALgX+V9Bbwb8CPShziJeDIiDgUuBy4umDdaNLJdiRwmqTO/r9tKwvYeHI9lY6/x8nA6TnPzWx68v0jcHgu82Tg0oJ1I4DjImIC20Z79RTgr4GHJC0FvgNc084xgnQF+zXS/8fUNusnRcRhEXEw0ACcHBGvASsljc7bTARu29rCdFaRetrqSOC9iHhlKw7fC3g6IkaRAspztuJY5TAcODIHpX+QdFg7251Oqn9PAPuXCnQk7Un6vTkcGMfG3yazmlTLAUNRERGkP8zrJM0CVpNOIJ2hguXjgEm5r3Uq0Cdf3R0HXF/weR+VJeOdyVz6/PuBCyNiVU4+D7goIvYCLgJuKXGYvsC9uR/2OuCggnW/i4iVEbEOWAgMKWsBttxZwPckPUtq4m7qYNuHgeNJ3/2UNusGAdMlvQBcwqZlnhoRn5Qvy1vkIuCkiBhEOpn/ewfbTiaV7XQ2vzo/Jp+sXgCOZWP5bgYmSupKCgT/u5yZb0879bTVBEq0LnRCE9A6JudZUldGNdUBu5JO7JcA9+SWlLYmAJMjooX0/3NqieOOBf4QESsiYj1wbxnzbFZ2tRwwvM2mV5yDchoRMSMijoyIsaQrkEVF9i/mUFIzKqSyHx4Ro/NrYESsKVPet5ikbqQfmbsi4oGCVWcAre/vJf3IdOQnwGP5avTrQI+CdZ8WLDeTfgirJiJeioivRsSXSSeZ1zrYtol08rgYuK/N6v8kXYWPBP6GTcvcWN5cb6ZoPZXUHxgVEa1X4FOAI9o7SETMIrX89CvobkNSD+AXpPEMI4Gb2Fi++4ETgZOBZyPiw/IUqX0d1FOUBh//BZsHdMVsYNPfn8LvbH2+MIAaqKekVqMHIpkFtJAmmfqMpJHAMOBRSUtIgV9rq1ZHZTXbbtRywDAbGCZpb0n1pD/AqQCSBuR/uwM/BH5Z6mCSDiE1/7W2HjwCXFCwvrVp91HgbwvSd9nqkpTOm0gtBy9GRNur0HeAo/LysUCppt6+5MCKNKCuZhV8j11I/b6lvsdrgR9GRNt+5sIyn1HWTJbWXj39COgraXje7ng2BqvtuQz4+zZprSeXD/KV/Wd3TuSWounAf1GB7ogS9RRS69xLEbG0E4dbAoyW1CV3M5UKhKvp16SBj+Tvs57NZ6ScAFwREUPza09gT0lDaL+ss4GjJO2Sg61tPl7KbGvUbMAQERtIAxSnk35o74mIBXn1JZJeJI0u/01EtDfO4Mg8EO5lUqDw/Yj4XV73fWBMHti4EPhuTr8K2CUPMHuO/EOxjY0j9XEfq423pp2U150DXJvzcjVwbpH969jYevAz4KeS5lL9KzMAJN0NzCD16y6VdHZeNUHSItK4i3cocdKLiAURcUeRVVeQumGepcJTC7dXT3P6OcD9+bv7Dqk5u6Nj/W9EPNYm7WNSq8L8/Bmz2+x2F+mK95EyFKeUjuopFO9OKVRYT58EXid1jf0HaXxRVXVQT28F9sndfJOBMwpaQFqdDjzYJu3BnF60rBHxNulvelbeZgmwsszFMisbPxp6B6B0P/zAiLi05Ma2Q5H0A6BvRPy42nkpRdIpwLcj4pvVzkutkNQ7ItbkFoYHgVsjom3gYVYTauIK1D4/SbcAB5NuZbOdiKQHgX1JXVU1TdKVpDtAzqxyVmrNFUoP7epBaiX6dZXzY9YutzCYmZlZSTU7hsHMzMxqhwMGMzMzK8kBg5mZmZXkgMGsDUnN+ZbBBXk+g4vzsyI62meopG9VKo9mZpXmgMFsc5/kp38eRHrg0onAP5bYZyjggMHMdli+S8KsDUlrIqJ3wft9SA9M6keaf+NO0gRJAOdHxFOSngYOJD2g5w7SA3quIU093h24PiJuqFghzMzKzAGDWRttA4ac9jGwP2mys5aIWCdpGHB3RIzJ0xX/ICJOztufCwyIiKvyI8yfBE6NiNcrWhgzszLxg5vMtkw30iyno0kTIw1vZ7uvAodIap37oS9pciIHDGa2XXLAYFZC7pJoBt4njWV4DxhFGgO0rr3dgAsiYnpFMmlmto150KNZB/I01b8kTZ8dpJaCZRHRQpqIqWvedDXwhYJdpwPn5emgkTRcUi/MzLZTbmEw21yDpHmk7ocNpEGOrdM5/4I0A+VfAQ8DjTn9eaA5z0x5O/Bz0p0Tc/K00MuBb1SqAGZm5eZBj2ZmZlaSuyTMzMysJAcMZmZmVpIDBjMzMyvJAYOZmZmV5IDBzMzMSnLAYGZmZiU5YDAzM7OS/h9OFtJaj/bXQQAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] @@ -10555,7 +11173,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -10579,7 +11197,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -10603,7 +11221,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAckAAAEGCAYAAAAOgW4QAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nO3deXhU5fn/8fcdFoNsiuygBatgkZiAAVTqClasCKWCRakVa8Wl2qItxRX5We2Xum9Vq6hQRcEN91qFgiiKIoiyiStS9kXZRMCQ+/fHOQlDmEkmy2QmM5/XdeXKzFnvk5zknmc5z2PujoiIiOwtK9kBiIiIpColSRERkRiUJEVERGJQkhQREYlBSVJERCSG2skOIB5Nmzb1du3aJTsMEZEaZc6cOevdvVmy46jJakSSbNeuHR988EGywxARqVHM7Otkx1DTqbpVREQkBiVJERGRGJQkRUREYqgRbZIiIpIa5syZ07x27dpjgc6kR0GrEFhQUFDwuyOPPHJtyZVKkiIiErfatWuPbdmy5U+aNWv2bVZWVo0f/LuwsNDWrVvXafXq1WOBfiXXp8OnABERqT6dmzVrtjkdEiRAVlaWN2vWbBNByXjv9dUcT1I0aNCg1PUbN27kvvvuq/Dx77zzTrZt21bh/avS6NGjufXWWwEYOnQozzzzTKWON336dPr27VupY4wbN46VK1dWOo533nmnUscQkSqRlS4Jskh4PVHzYUYkybLUtCS5a9euajtXZe3atSvuJFlQUBBznZKkiCRDRiXJrVu30qtXL7p27UpOTg4vvPACAFdeeSVffPEFeXl5jBgxAoBbbrmFbt26ccQRR3D99dcD8N1333HaaaeRm5tL586dmTRpEnfffTcrV67kxBNP5MQTT9zrnFOnTqVLly7k5OTw29/+lh07dvDaa68xaNCg4m0iS2uvv/46Rx99NF27dmXQoEFs3boVCAZUGDlyJF27duXpp5/moYceolu3buTm5nLGGWeUK0l//vnn9O7dm9zcXLp27coXX3yBuzNixAg6d+5MTk4OkyZN2uPnNnDgQA477DCGDBlC0Ryk0a6tZKxPPvkkH3zwAUOGDCEvL4/vv/9+j1hOOOEEhg8fTn5+PnfddRcvvfQSPXr0oEuXLvTu3Zs1a9awdOlSHnjgAe644w7y8vJ46623WLduHWeccQbdunWjW7duzJw5M+7rFxGJV0Z13MnOzmby5Mk0atSI9evXc9RRR9GvXz/GjBnDggULmDdvHhAkqs8++4z3338fd6dfv37MmDGDdevW0bp1a1555RUANm3aROPGjbn99tuZNm0aTZs23eN827dvZ+jQoUydOpUOHTrwm9/8hvvvv59LL72UYcOG8d1331G/fn0mTZrE4MGDWb9+PTfeeCNTpkyhfv36/P3vf+f2229n1KhRABxwwAHMnTsXgA0bNnDBBRcAcO211/Lwww9z2WWXxfVzGDJkCFdeeSUDBgxg+/btFBYW8txzzzFv3jw++ugj1q9fT7du3TjuuOMA+PDDD1m4cCGtW7emZ8+ezJw5k/z8/KjXNnz48L1iHTt2LLfeeiv5+flR49m5c2fxiErffvsts2bNwswYO3YsN998M7fddhsXXXQRDRo04M9//jMAZ599Npdffjk//elPWbZsGaeccgqLFy+O6/pFROKVUSVJd+fqq6/miCOOoHfv3qxYsYI1a9bstd3rr7/O66+/TpcuXejatSuffPIJn332GTk5ObzxxhuMHDmSt956i8aNG5d6viVLltC+fXs6dOgAwLnnnsuMGTOoXbs2ffr04aWXXqKgoIBXXnmF/v37M2vWLBYtWkTPnj3Jy8tj/PjxfP317lGlfvWrXxW/XrBgAcceeyw5OTlMmDCBhQsXxvUz2LJlCytWrGDAgAFA8MFh33335e233+ass86iVq1atGjRguOPP57Zs2cD0L17d9q2bUtWVhZ5eXksXbo05rVFi7UskdsuX76cU045hZycHG655ZaY1zVlyhQuvfRS8vLy6NevH5s3by4udYtIeluyZEndgw8++PDBgwf/6JBDDjm8Z8+eh27dutXeeeederm5uYd16NCh08knn/zjdevW1arsuTKqJDlhwgTWrVvHnDlzqFOnDu3atWP79u17befuXHXVVVx44YV7rZs7dy6vvvoq1157Lb169Sou5ZXX4MGDuffee2nSpAn5+fk0bNgQd+fkk0/mySefjLpP/fr1i18PHTqU559/ntzcXMaNG8f06dMrFEc89tlnn+LXtWrVKrXtsEhkrOXZ9rLLLuOKK66gX79+TJ8+ndGjR0fdp7CwkFmzZpGdnR33eUSkao145qMDP129Zd+qPGaHlg233TIw939lbbds2bLsxx9//Mtjjjnm65///OcH/+tf/9r/zjvvbHnHHXcsO+2007YOHz689ciRI1s/8sgjZR6rNBlVkty0aRPNmzenTp06TJs2rbiU1rBhQ7Zs2VK83SmnnMIjjzxSXDJZsWIFa9euZeXKley77778+te/ZsSIEcXViSX3L9KxY0eWLl3K559/DsBjjz3G8ccfD8Dxxx/P3Llzeeihhxg8eDAARx11FDNnzize/rvvvuPTTz+Nei1btmyhVatW/PDDD0yYMCHun0HDhg1p27Ytzz//PAA7duxg27ZtHHvssUyaNIldu3axbt06ZsyYQffu3WMep7Rri3bOaD+faDZt2kSbNm0AGD9+fMxj/OxnP+Oee+4pfl9UVS4imaFNmzY7jjnmmO8BunTpsu2LL77YZ8uWLbVOO+20rQAXXHDBhlmzZpX+aEMcMqokOWTIEE4//XRycnLIz8/nsMMOA4L2s549e9K5c2dOPfVUbrnlFhYvXszRRx8NBI+QPP7443z++eeMGDGCrKws6tSpw/333w/AsGHD6NOnD61bt2batGnF58vOzubRRx9l0KBBFBQU0K1bNy666CIgKJH17duXcePGFSeDZs2aMW7cOM4666ziTjA33nhjcZVmpL/+9a/06NGDZs2a0aNHj7iTEAQJ7cILL2TUqFHUqVOHp59+mgEDBvDuu++Sm5uLmXHzzTfTsmVLPvnkk6jHKO3aSho6dCgXXXQR9erV491336VevXoxYxs9ejSDBg1i//3356STTuKrr74C4PTTT2fgwIG88MIL3HPPPdx99938/ve/54gjjqCgoIDjjjuOBx54IO6fgYhUXjwlvkSpW7du8WMotWrV8o0bN9ZJxHmsqKdiKsvPz3dNlSUiUj5mNsfdo/eYq6CPPvpoaW5u7vqqPGZ5LVmypG7fvn0P/eyzzxYCjBo1qsXWrVtrvfLKK/vdddddy/r06bP1iiuuaL1p06ZaDz/8cFyJ/KOPPmqam5vbruTyjKpuFRGR9PXoo49+NXLkyLYdOnTo9PHHH9cbM2ZM5UYxoYZUt27YsIFx48btsezwww+nW7duMdvk8vLyyMvLY9u2bTz11FN7rc/Pz6dz585s2rSJyZMn77X+6KOPpmPHjqxfv56XX355r/XHHXccBx98MKtXr+a1117ba32vXr048MAD+d///sfUqVP3Wt+nTx9atmzJl19+uUev0CJ9+/aladOmLFmyhHfffXev9QMGDKBx48YsWLAg6oTUZ555Jvvuuy/z5s2L2l43ZMgQ6tSpw+zZs6P2IB06dCgA77zzzl7torVr1+bXv/41AG+++WZxlWiRevXqFfdYnTJlCsuXL99jfaNGjfjlL38JwGuvvcbq1av3WH/AAQdw+umnA/DSSy+xYcOGPda3bNmSPn36APDcc8+xefPmPda3bduW3r17AzBp0qS9ns1s3759cfvp448/vldHpA4dOnDMMccA7HXfge493XvVc+/9YvhNwfe8NsXrK3vvpYuOHTvuLCpFAtxwww3Fjyl89NFH0duIKiihSdLMlgJbgF1Agbvnm1kTYBLQDlgKnOnu3yYyDhGRmmblt9+XvZEkXELbJMMkme/u6yOW3Qx84+5jzOxKYH93H1nacdQmKSKZ4on3lvHCvBUsWrWZTq0aMenCoyt8rHRtk0yEWG2Syahu7Q+cEL4eD0wHSk2SIlJDffAozK/cIPvpbs2W7azfuqP4/cHbC7gcaJhdm1p1c4GKJ0mpvEQnSQdeNzMH/unuDwIt3H1VuH410CLajmY2DBgGcNBBByU4TBFJiPnPwOr50DIn2ZGknKLkuGV70C7ZMLt28femDfahRcNsaNkwmSEKiU+SP3X3FWbWHHjDzPZoUHV3DxPoXsKE+iAE1a0JjlNEEqVlDpz3SrKjSClPvLeMqyfPB6BH+yb0z2vD2T1UGEhFCU2S7r4i/L7WzCYD3YE1ZtbK3VeZWStgbSJjEBFJFUXtje999Q0AfxuQo+SY4hKWJM2sPpDl7lvC1z8DbgBeBM4FxoTfX0hUDCIiqaBkclTpseZIZEmyBTDZzIrO84S7v2Zms4GnzOx84GvgzATGICKSVKpardkSliTd/UsgN8ryDUCvRJ1XRCTZikqOgKpWE2D48OGtmzRpUjBq1Ki1AJdddlmb5s2b/7Bz506bPHlyk507d9ppp5228Y477li5efPmrH79+h28atWquoWFhfaXv/xl5QUXXBD3s/k1YsQdEZGaIFq1alqXHp///YGsXVSlU2XRvNM2fvGPUsdbvfjii9cPGDDgx6NGjVq7a9cunn/++f1HjRq14r///W+jjz/+eLG707t370P+/e9/N1izZk3tli1b/jB9+vTPATZs2FCuOSaVJEVEqoCqVatPx44dd+63334FM2fOrLdq1ao6hx9++LbZs2fXnzFjRqNOnTp1Ati2bVvWJ598kt2rV68t11xzzYEXX3xxm/79+2/q06dPuWZnV5IUEamgjK9WLaPEl0jnnXfe+rFjxzZdu3ZtnfPOO2/DlClTGg4fPnzViBEj9hoNaO7cuYueffbZxtddd12bKVOmbL711ltXRTtmNEqSIiLlEC0xpn21ago655xzNt50001tCgoK7IwzzviyTp06Pnr06NbDhg37pnHjxoVfffVVnbp16/oPP/xgzZs3L7jkkku+2X///Xc9/PDDTctzHiVJEZE4ZFx7Y4rLzs72Y445ZvN+++23q3bt2vzyl7/cvHDhwuxu3bodBrDvvvsWTpgw4atPPvlkn6uuuqptVlYWtWvX9vvuu+/r8pxHSVJEpAxqb0w9u3btYu7cuQ2efvrpL4qWXXfddWuvu+66PQaoOfzww3ecccYZiyp6HiVJEZEYNEJOapozZ052//79Dz311FO/zcnJ2VH2HhWnJCkiUoJGyEltRx555Pbly5fPr45zKUmKiERQ1WqZCgsLCy0rKyttJp4oLCw0oDDaOiVJERFUtVoOC9atW9epWbNmm9IhURYWFtq6desaAwuirVeSFJGMp9Jj/AoKCn63evXqsatXr+4MZCU7nipQCCwoKCj4XbSVSpIiktEiE6RKj2U78sgj1wL9kh1HdUmHTwEiIhWiBCllUZIUkYykBCnxUHWriGQUddCR8lCSFJGMoQ46Ul5KkiKS1jJ+pg6pFCVJEUlbJUuOKj1KeSlJikhaUsccqQpKkiKSFiKrVUFVq1I1lCRFpMYrWa1a9F1Vq1JZSpIiUuMVlSBVapSqpiQpIjVWURXrolWb6dG+iRKkVDklSRGpUaI90lFUtSpS1ZQkRaTG0CMdUt2UJEWkRtAjHZIMSpIiktI01qokk5KkiKSkkslRVauSDAlPkmZWC/gAWOHufc2sPTAROACYA5zj7jsTHYeIpL7SOuUoOUoyVEdJ8o/AYqBR+P7vwB3uPtHMHgDOB+6vhjhEJEVFKzUqOUoqSGiSNLO2wGnATcAVZmbAScDZ4SbjgdEoSYpkJFWpSqorM0mGiW4wcCzQGvgeWAC8Avzb3QtL2f1O4C9Aw/D9AcBGdy8I3y8Hoj7cZGbDgGEABx2kPxiRdBQ5EICSo6SiUpOkmT1KkMReJqgmXQtkAx2APsA1Znalu8+Ism9fYK27zzGzE8obmLs/CDwIkJ+f7+XdX0RS2xPvLeO9r76hR/smTLrw6GSHIxJVWSXJ29x9QZTlC4DnzKwuEOujX0+gn5n9nCCxNgLuAvYzs9phabItsCLG/iKSZqJ1zNFIOZLKskpbGZkgzayemXUssX6nu38eY9+r3L2tu7cjqK79r7sPAaYBA8PNzgVeqET8IlJDFA0GENn+qGceJdXF1XHHzPoBtwB1gfZmlgfc4O79KnDOkcBEM7sR+BB4uALHEJEaRKPlSE0Vb+/W64HuwHQAd58XPu8YF3efHrHvl+GxRCSNPfHeMnJXbQLg6iVKkFIzlVrdGuEHd99UYpk604hIVEUlxy3bg47sqlqVmirekuRCMzsbqGVmhwJ/AN5JXFgiUlNFVq22b1qfFg2zmXSeeq9KzRRvkrwMuAbYATwB/Ae4MVFBiUjNEq3X6t8G5NBiUXYywxKptHiT5GHufg1BohQRKVbqHI+LkhycSCXFmyRvM7OWwDPApBjPTopIBioqQarNUdJRXB133P1E4ERgHfBPM5tvZtcmNDIRSXmRo+YoQUo6inuAc3dfDdxtZtMIxmMdhdolRTJSyYHJNWqOpKt4BxP4CfAr4AxgAzAJ+FMC4xKRFFWyDVIDk0s6i7ck+QhBYjzF3VcmMB4RSVElS49qg5RMEFeSdHc95CSSoTTno2SysqbKesrdzzSz+ew5wo4B7u5HJDQ6EUkqVa1KpiurJPnH8HvfRAciIqlFg5KLlJEk3X1V+PISdx8Zuc7M/k4wo4eIpBG1PYrsFm/HnZPZOyGeGmWZiNRQansU2VtZbZIXA5cAB5vZxxGrGgIzExmYiFQftT2KRFdWSfIJ4N/A/wFXRizf4u7fJCwqEak2ansUia2sNslNwCbgLAAzaw5kAw3MrIG7L0t8iCJS1WLN2qEEKbKneEfcOR24HWgNrAV+BCwGDk9caCKSCKXO2iEie4i3486NwFHAFHfvYmYnAr9OXFgiGeqDR2H+Mwk9Re6qTUysWxBMiFw3nO9xEYmZ1mr1fGiZk4ADi1SPeJPkD+6+wcyyzCzL3aeZ2Z0JjUwkE81/psoTy5ot21m/dUfx+207d9EwuzYtGlbDhMgtcyBnYOLPI5Ig8SbJjWbWAJgBTDCztcB3iQtLJIO1zIHzXqn0YYof6Vi5+5GOIv3z2nC4qldFyhRvkuwPbAcuB4YAjYEbEhWUiFSOHukQqRrxDnAeWWocn6BYRKQK6JEOkapT1mACW9hzYPPiVQQDnDdKSFQiUiFKkCJVq6znJBtWVyAiUjF65lEkceJ9TjLqX5sGExBJnmhjrar9UaRqxdtxJ7KrXTbQHliCBhMQqXYaiFyk+sTbcWePh7bMrCvBwOciUo3Ua1WkesVbktyDu881sx6lbWNm2QTPVe4TnucZd7/ezNoDE4EDgDnAOe6+syJxiGQKzfEokhzxtkleEfE2C+gKrCxjtx3ASe6+1czqAG+b2b+BK4A73H2imT0AnA/cX/7QRTKDSo8iyRNvSTKyl2sBQRvls6Xt4O4ObA3f1gm/HDgJODtcPh4YjZKkSFR6pEMkueJtk/x/FTm4mdUiqFI9BPgH8AWw0d0Lwk2WA20qcmyRdKcEKZJ88Va35gPXEEyRVbyPux9R2n7uvgvIM7P9gMnAYfEGZmbDgGEABx2kfw6SOdZs2c4f/vmu2h9FUkC81a0TgBHAfKCwvCdx941mNg04GtjPzGqHpcm2wIoY+zwIPAiQn58fbdQfkbTyxHvLyF21iS3bC3hv5zdqfxRJAfEmyXXu/mJ5DmxmzQim2NpoZvWAk4G/A9OAgQQ9XM8FXijPcUXSTWTP1Yl1C2iYXZu/nabSo0gqiDdJXm9mY4GpBL1WAXD350rZpxUwPmyXzAKecveXzWwRMNHMbgQ+BB6uWOgiNV/Jnqvtd9SnRcNsTWMlkiLiTZLnEbQn1mF3dasDMZOku38MdImy/Euge/nCFEkvMZ97fLQaJkIWkbjFmyS7uXvHhEYikgE0pJxIzRJvknzHzDq5+6KERiOSxjQogEjNE2+SPAqYZ2ZfEbRJFs0nWeojICKyW9F0VnqkQ6TmiDdJ9kloFCJprKiKddGqzfRo30QJUqQGiTdJ6jlFkQqIVsUqIjVHeeaTdIJqVs0nKVIGzdohkh40n6RIFVLvVZH0krD5JEUyUWTbo5KjSM2XyPkkRTLKE+8t472vgjFXJ114dLLDEZEqkLD5JEUyQVH1KlBcxarOOSLpI6HzSYqks5I9V1XFKpJ+4q1ufQMY5O4bw/f7AxPd/ZREBieSqjQhskhmiLe6tVlRggRw92/NrHmCYhJJSdGqVpUgRdJbvElyl5kd5O7LAMzsR2iAAckgqloVyUzxJslrgLfN7E2CAQWOBYYlLCqRFKFBAUQyW7wdd14LBxA4Klw03N3XJy4skeTSoAAiAmUkSTNr5+5LAcKk+HKJ9Qa0cfflCYtQpJppSisRKVJWSfIWM8sCXgDmAOsIxm49BDgR6AVcDyhJSlpQr1URiVRqknT3QWbWCRgC/BZoBWwDFgOvAje5+/aERymSIJE9VkG9VkVkT2W2Sbr7IoKOOyJppWS1atF3Va+KSJEKDXAuUtOpWlVE4pGV7ABEqpsSpIjESyVJyRh65lFEyivesVununuvspaJpCo91iEiFVHWc5LZwL5A03BQcwtXNQI0H5DUCKpeFZGKKqskeSEwHGhN8JxkUZLcDNybwLhEKkWDkYtIVSjrOcm7gLvM7DJ3v6eaYhKpFA1GLiJVJd6xW+8xs2OAdpH7uPu/EhSXSLmpY46IVLV4O+48BvwYmAfsChc7oCQpKUEdc0QkEeJ9BCQf6OTucc8haWYHEiTRFgQJ9UF3v8vMmgCTCEqlS4Ez3f3b8gQtEkkdc0QkUeJNkguAlsCqchy7APiTu881s4bAHDN7AxgKTHX3MWZ2JXAlMLIcxxUBVL0qIokXb5JsCiwys/eBHUUL3b1frB3cfRVhUnX3LWa2mOCxkf7ACeFm44HpKElKOal6VUSqQ7xJcnRlTmJm7YAuwHtAizCBAqwmqI6Nts8wYBjAQQfpn58EVHoUkeoUb+/WN83sR8Ch7j7FzPYFasWzr5k1AJ4Fhrv75mCe5uLjuplFbed09weBBwHy8/PjbguV9KXSo4hUt3h7t15AUKprQtDLtQ3wAMGky6XtV4cgQU5w9+fCxWvMrJW7rzKzVsDaigYvmUOdc0QkGeKtbv090J2guhR3/8zMmpe2gwVFxoeBxe5+e8SqF4FzgTHh9xfKG7SkP02GLCKpIN4kucPddxZVlZpZbYLHOkrTEzgHmG9m88JlVxMkx6fM7Hzga+DMckctaatkm6MmQxaRZIo3Sb5pZlcD9czsZOAS4KXSdnD3t9k91mtJmj1Eonph3goWrdqspCgiKSHeJHklcD4wn2DQ81eBsYkKSjJPUQly0arNdGrViEkXHp3skERE4k6S9YBH3P0hADOrFS7blqjAJDNEq17tn6dZ2EQkNcSbJKcCvYGt4ft6wOvAMYkIStJfrOSo6lURSSXxJslsdy9KkLj71vBZSZFy0/OOIlJTxJskvzOzru4+F8DMjgS+T1xYko40Wo6I1DTxJsk/Ak+b2UqCHqstgV8lLCpJOylXevzgUZj/TPLOH8vq+dAyJ9lRiEiozCRpZllAXeAwoGO4eIm7/5DIwCS9FA0MkDKlx/nPpGZCapkDOQOTHYWIhMpMku5eaGb/cPcuBFNmicQt8tGOHu2bpEaCLNIyB857JdlRiEgKi7t3q5mdATxXnomXJTNFDimnRztEpCaLN0leCFwB7DKz7wnaJd3dGyUsMqmRSrY9pkT7o4hIBcU7VVbDRAciNZt6ropIOop3qiwDhgDt3f2vZnYg0Mrd309odFIjpFzPVRGRKhJvdet9QCFwEvBXgpF3/gF0S1BcUkNonkcRSWfxJske7t7VzD4EcPdvzaxuAuOSFBatY44SpIiko3iT5A/hoOYOYGbNCEqWkkGijbeq6lURSWfxJsm7gclAczO7CRgIXJuwqCTlqN1RRDJRvL1bJ5jZHILJkg34hbsvTmhkkjLU7igimarUJGlm2cBFwCEEEy7/090LqiMwSQ1KkCKSybLKWD8eyCdIkKcCtyY8IkkZSpAikunKqm7t5O45AGb2MKDnItOceq6KiOxWVpIsnunD3QuCMQUkHannqojI3spKkrlmtjl8bUC98L3Gbk0DpQ1ErsQoIlJGknT3WtUViFS/oimsOrVqpOQoIhJFvM9JShqJnOOxU6tGTLrw6GSHJCKSkpQkM0i0dkfN8SgiEpuSZIbQiDkiIuWnJJkB9LyjiEjFKEmmMU2ELCJSOQlLkmb2CNAXWOvuncNlTYBJQDtgKXCmu3+bqBgymapXRUQqL5ElyXHAvcC/IpZdCUx19zFmdmX4fmQCY8g4Kj2KiFSdhCVJd59hZu1KLO4PnBC+Hg9MR0myyqj0KCJStaq7TbKFu68KX68GWsTa0MyGAcMADjpI/+hLo9KjiEhiJK3jjru7mXkp6x8EHgTIz8+PuZ3sHjlHpUcRkapV3UlyjZm1cvdVZtYKWFvN5087T7y3jPe++oYe7Zto5BwRkSpW3UnyReBcYEz4/YVqPn/aKFnFqpFzRESqXiIfAXmSoJNOUzNbDlxPkByfMrPzga+BMxN1/nQVa2g5VbGKiFS9RPZuPSvGql6JOmc6U3IUEal+GnEnhWm+RxGR5FKSTFEln3lUchQRqX5KkilGzzyKiKQOJckUoTZHEZHUoySZAjScnIhIalKSTDLN9SgikrqUJJNEbY8iIqlPSbIa6ZEOEZGaRUmymuiRDhGRmkdJMsFUrSoiUnMpSSaIHukQEan5lCQTQI90iIikByXJKqSqVRGR9KIkWQVUtSoikp6UJCtJVasiIulLSbISNFqOiEh6y0p2ADWVEqSISPpTkqwAJUgRkcyg6tZyUO9VEZHMoiQZJ3XQERHJPEqSZVDpUUQkcylJxqBnH0VEREkyhhfmrWDRqs1KjiIiGUxJMhQ51yPAolWb6dSqEZMuPDqJUYmISDLpERB2d8opqloF6NSqEf3z2iQxKhERSbaML7mjw5cAAAtFSURBVEnqmUcREYklo0uSSpAiIlKajCxJ6rEOERGJR1KSpJn1Ae4CagFj3X1Mos8Z2TFHj3WIiEg8qj1Jmlkt4B/AycByYLaZvejuixJ1zpKj5Sg5iohIPJJRkuwOfO7uXwKY2USgP1DlSXLWfRfQcONiDt5ewMS60L5pfVrUzQ5WLkrEGaXGWD0fWuYkOwoRSXHJ6LjTBvhfxPvl4bI9mNkwM/vAzD5Yt25dpU7YMLt2kCAbZlfqOJJGWuZAzsBkRyEiKS5lO+64+4PAgwD5+flekWMcdclDVRqTiIhklmSUJFcAB0a8bxsuExERSSnJSJKzgUPNrL2Z1QUGAy8mIQ4REZFSVXt1q7sXmNmlwH8IHgF5xN0XVnccIiIiZUlKm6S7vwq8moxzi4iIxCujh6UTEREpjZKkiIhIDEqSIiIiMShJioiIxGDuFXpOv1qZ2Trg6wru3hRYX4XhpCJdY82X7tcHusZk+JG7N0t2EDVZjUiSlWFmH7h7frLjSCRdY82X7tcHukapmVTdKiIiEoOSpIiISAyZkCQfTHYA1UDXWPOl+/WBrlFqoLRvkxQREamoTChJioiIVIiSpIiISAwpnSTNrI+ZLTGzz83syojlJ5nZXDNbYGbjzWyvgdrN7AQz22RmH4bHmGFmfav3CuJjZgea2TQzW2RmC83sjxHr8sxslpnNM7MPzKx7lP1PMLOXqzfq+JnZI2a21swWlFiea2bvmtl8M3vJzBpF2bedmbmZ3RixrKmZ/WBm91ZH/GUp5T7tFd6n88zsbTM7JMq+Q8Pr6x2x7BfhsoHVdQ3xKOM+nRRe5zwzW2pm86Ls367kPZBKYt2n4brLzOyT8LpvLuUYw81su5k1Tmy0Um3cPSW/CKbR+gI4GKgLfAR0Ikjs/wM6hNvdAJwfZf8TgJcj3ucBS4Feyb62KLG2ArqGrxsCnwKdwvevA6eGr38OTC/rWlPtCzgO6AosKLF8NnB8+Pq3wF+j7NsO+BL4MGLZxcA84N5yxFA7QdcW9T4N130K/CR8fQkwLsr+Q4GPgbERyyaF1zcw2b+7ErHGvE9LbHcbMCrG73JBImOs5PXFuk9PBKYA+4Tvm5dyjPeAt4Dzkn09+qqar1QuSXYHPnf3L919JzAR6A8cAOx090/D7d4AzijrYO4+jyChXgpgZs3M7Fkzmx1+9QyXNzCzR8PSzcdmVuaxK8vdV7n73PD1FmAx0KZoNVBUwmoMrCztWGbWPSydfWhm75hZx3D5UDN7zsxeM7PPSvs0XNXcfQbwTZRVHYAZ4evSfo/bgMVmVvSQ9q+Ap4pWmtnpZvZeeM1TzKxFuHy0mT1mZjOBx6riWqKIdZ9C/L+7t4DuZlbHzBoAhxAkSQDMbFR4jy4wswct8GMzmxuxzaGR7xOhjPu0KA4DzgSeLO1Y4f14b8T7l83shPD1VjO7ycw+CmtRWlTxpURVyn16MTDG3XeE262Ntr+Z/RhoAFwLnBWxvLRrPd/MPjWz983soVSpHZHdUjlJtiEoMRZZHi5bD9SO+Ic5EDgwzmPOBQ4LX98F3OHu3Qj+OY8Nl18HbHL3HHc/AvhvxS+h/MysHdCF4BMpwHDgFjP7H3ArcFUZh/gEONbduwCjgL9FrMsjSDA5wK/MLN6fW6IsZHdCGUTpv8eJwOAw5l3smXDeBo4Kr3ki8JeIdZ2A3u5+FokR6z4F+B3wqpktB84BxsQ4hhOUVE4h+Hm8WGL9ve7ezd07A/WAvu7+BbDJzPLCbc4DHq3sxcQryn1a5Fhgjbt/VonD1wdmuXsuwYeoCypxrKrQATg2/CD2ppl1i7HdYIL77y2gY1nJ3cxaE/y/OQroye7/TZJCUjlJRuXuTnAz3mFm7wNbCP5pxsMiXvcG7g3bTl4EGoWf4nsD/4g437dVEng8wQXnfxYY7u6bw8UXA5e7+4HA5cDDZRymMfB02K5yB3B4xLqp7r7J3bcDi4AfVekFlN9vgUvMbA5B9d3OUrZ9DTiZ4Hc/qcS6tsB/zGw+MII9r/lFd/++6kIul8uBn7t7W4IEdnsp204kuLbB7F0KOzH8Bz0fOInd1zcWOM/MahF8+HmiKoOPJcZ9WuQsyihFxmEnUNTGPoegmjaZagNNCJLZCOCpsMRc0lnARHcvJPj5DCrjuN2BN939G3f/AXi6CmOWKpLKSXIFe5Ys2obLcPd33f1Yd+9O8Enz0yj7R9OFoIoIgms/yt3zwq827r61imIvNzOrQ/CHNcHdn4tYdS5Q9P5pgj+s0vwVmBaWOk4HsiPW7Yh4vYvgjz9p3P0Td/+Zux9J8I/1i1K23UnwD/NPwDMlVt9DUNrKAS5kz2v+rmqj3kvU+9TMmgG57l5U0poEHBPrIO7+PkEJv2lEUwJmlg3cR9A+mQM8xO7rexY4FegLzHH3DVVzSbGVcp9iQQe6X7L3h5hoCtjz/0/k7+yH8MMwpMB9SlA78JwH3gcKCQYyL2ZmOcChwBtmtpTgw05R7UVp1yopLpWT5GzgUDNrb2Z1CW66FwHMrHn4fR9gJPBAWQczsyMIqjaKSomvA5dFrC+qtnoD+H3E8v0rfSVlx2YEJcTF7l6ytLESOD58fRJQVjVWY8IPEwSdQlJWxO8xi6Adp6zf423ASHcv2W4Uec3nVmmQZYt1n34LNDazDuF2J7P7A1osVwJXl1hW9A91fViCK+7xGtYI/Ae4n2qoai3jPoWgFuYTd18ex+GWAnlmlhVWoZf14S+ZnifovEP4+6zL3jN9nAWMdvd24VdroLWZ/YjY1zobON7M9g8/YCS8/4OUX8omSXcvIOhk8x+Cfy5PufvCcPUIM1tM0CvwJXeP1W54bNiZYwlBcvyDu08N1/0ByA875ywCLgqX3wjsH3aS+IjwjyPBehK0WZ1ku7vR/zxcdwFwWxjL34BhUfavze5S4s3A/5nZhyT/EzgAZvYk8C5BO81yMzs/XHWWmX1K0I66kjL+0bv7QncfH2XVaIIq5jlU8zRFse7TcPkFwLPh7+4cgqq60o71b3efVmLZRoLS44LwHLNL7DaBoGTzehVcTllKu08helVxpMj7dCbwFUG1/90E/QWSqpT79BHg4LAJYyJwbkRJt8hgYHKJZZPD5VGv1d1XEPxNvx9usxTYVMWXJZWkYenSgAXPq7Vx97+UubGkFTP7M9DY3a9LdixlMbP+wBB3PzPZsaQKM2vg7lvDkuRk4BF3L5lsJYlSoqQhFWdmDwOdCbrdSwYxs8nAjwmq4VOamd1A0HN3aJJDSTWjLRhIIpugNuD5JMcjJagkKSIiEkPKtkmKiIgkm5KkiIhIDEqSIiIiMShJipRgZrvCxxsWhuOH/il8lrO0fdqZ2dnVFaOIVA8lSZG9fR+OwnQ4wSAApwLXl7FPO0BJUiTNqHerSAlmttXdG0S8P5jgIf6mBOPdPkYwCDfApe7+jpnNAn5C8ND4eIKHxscQTGO2D/APd/9ntV2EiFQJJUmREkomyXDZRqAjwYD6he6+3cwOBZ509/xw6qM/u3vfcPthBPMO3hgOnzgTGOTuX1XrxYhIpWgwAZHyqUMwe0weweDbHWJs9zPgCDMrGmu1McEA2EqSIjWIkqRIGcLq1l3AWoK2yTVALkGb/vZYuwGXuft/qiVIEUkIddwRKUU45dUDBFNxOUGJcFU4Z+A5QK1w0y0Ec2IW+Q9wcTi1FGbWwczqIyI1ikqSInurF07GXYdgLsDH2D1h8n0EM3v8hmAi6KL5Kj8GdoUzfowD7iLo8To3nGJqHfCL6roAEaka6rgjIiISg6pbRUREYlCSFBERiUFJUkREJAYlSRERkRiUJEVERGJQkhQREYlBSVJERCSG/w8p97qc7cjf6AAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] @@ -10617,7 +11235,7 @@ "data": { "text/markdown": [ "## \n", - " ## COVID vaccination rollout among **40-49** population up to 25 May 2021" + " ## COVID vaccination rollout among **40-49** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -10640,7 +11258,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -10664,7 +11282,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -10688,7 +11306,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -10702,7 +11320,7 @@ "data": { "text/markdown": [ "## \n", - " ## COVID vaccination rollout among **30-39** population up to 25 May 2021" + " ## COVID vaccination rollout among **30-39** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -10725,7 +11343,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -10749,7 +11367,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -10773,7 +11391,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -10787,7 +11405,7 @@ "data": { "text/markdown": [ "## \n", - " ## COVID vaccination rollout among **18-29** population up to 25 May 2021" + " ## COVID vaccination rollout among **18-29** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -10810,7 +11428,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -10834,7 +11452,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -10858,7 +11476,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -10884,13 +11502,25 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "text/markdown": [ - "Total **80+** population with ethnicity recorded 1,813 (85.8%)" + "Total **80+** population with ethnicity recorded 1,736 (84.6%)" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "Total **70-79** population with ethnicity recorded 3,087 (85.0%)" ], "text/plain": [ "" @@ -10902,7 +11532,7 @@ { "data": { "text/markdown": [ - "Total **70-79** population with ethnicity recorded 2,933 (84.1%)" + "Total **care home** population with ethnicity recorded 1,162 (85.1%)" ], "text/plain": [ "" @@ -10914,7 +11544,7 @@ { "data": { "text/markdown": [ - "Total **care home** population with ethnicity recorded 1,120 (82.9%)" + "Total **shielding (aged 16-69)** population with ethnicity recorded 371 (86.9%)" ], "text/plain": [ "" @@ -10926,7 +11556,7 @@ { "data": { "text/markdown": [ - "Total **shielding (aged 16-69)** population with ethnicity recorded 371 (85.5%)" + "Total **65-69** population with ethnicity recorded 1,834 (84.2%)" ], "text/plain": [ "" @@ -10938,7 +11568,7 @@ { "data": { "text/markdown": [ - "Total **65-69** population with ethnicity recorded 1,946 (85.5%)" + "Total **LD (aged 16-64)** population with ethnicity recorded 665 (81.9%)" ], "text/plain": [ "" @@ -10950,7 +11580,7 @@ { "data": { "text/markdown": [ - "Total **LD (aged 16-64)** population with ethnicity recorded 672 (85.0%)" + "Total **60-64** population with ethnicity recorded 2,289 (84.7%)" ], "text/plain": [ "" @@ -10962,7 +11592,7 @@ { "data": { "text/markdown": [ - "Total **60-64** population with ethnicity recorded 2,247 (84.0%)" + "Total **55-59** population with ethnicity recorded 2,541 (85.2%)" ], "text/plain": [ "" @@ -10974,7 +11604,7 @@ { "data": { "text/markdown": [ - "Total **55-59** population with ethnicity recorded 2,562 (84.7%)" + "Total **50-54** population with ethnicity recorded 2,905 (84.5%)" ], "text/plain": [ "" @@ -10986,7 +11616,7 @@ { "data": { "text/markdown": [ - "Total **50-54** population with ethnicity recorded 2,842 (85.3%)" + "Total **40-49** population with ethnicity recorded 5,215 (84.7%)" ], "text/plain": [ "" @@ -10998,7 +11628,7 @@ { "data": { "text/markdown": [ - "Total **40-49** population with ethnicity recorded 5,250 (85.3%)" + "Total **30-39** population with ethnicity recorded 5,404 (84.7%)" ], "text/plain": [ "" @@ -11010,7 +11640,7 @@ { "data": { "text/markdown": [ - "Total **30-39** population with ethnicity recorded 5,502 (85.2%)" + "Total **18-29** population with ethnicity recorded 6,328 (84.9%)" ], "text/plain": [ "" @@ -11022,7 +11652,7 @@ { "data": { "text/markdown": [ - "Total **vaccinated 18-29** population with ethnicity recorded 15,211 (84.9%)" + "Total **16-17** population with ethnicity recorded 8,939 (85.8%)" ], "text/plain": [ "" @@ -11047,13 +11677,13 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "text/markdown": [ - "16 Feb 2021" + "28 May 2021" ], "text/plain": [ "" @@ -11089,7 +11719,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 29, "metadata": {}, "outputs": [], "source": [ @@ -11105,7 +11735,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 30, "metadata": {}, "outputs": [], "source": [ @@ -11116,7 +11746,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 31, "metadata": {}, "outputs": [], "source": [ @@ -11125,8 +11755,13 @@ }, { "cell_type": "code", - "execution_count": 31, - "metadata": {}, + "execution_count": 32, + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + } + }, "outputs": [ { "data": { @@ -11143,7 +11778,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (second dose) among **80+** population up to 25 May 2021" + "## COVID vaccination rollout (second dose) among **80+** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -11209,229 +11844,238 @@ " \n", " overall\n", " overall\n", - " 131\n", - " 6.2\n", - " 2114\n", - " 5.9\n", - " 0.3\n", + " 207\n", + " 10.1\n", + " 2051\n", + " 9.9\n", + " 0.2\n", " unknown\n", " \n", " \n", " sex\n", " F\n", - " 63\n", - " 5.8\n", - " 1085\n", - " 5.2\n", - " 0.6\n", + " 119\n", + " 11.1\n", + " 1071\n", + " 11.1\n", + " 0\n", " unknown\n", " \n", " \n", " M\n", - " 70\n", - " 6.8\n", - " 1029\n", - " 6.1\n", - " 0.7\n", + " 91\n", + " 9.3\n", + " 980\n", + " 9.3\n", + " 0\n", " unknown\n", " \n", " \n", - " ageband_5yr\n", + " ageband_5yr\n", " 0\n", - " 7\n", - " 5.9\n", - " 119\n", - " 5.9\n", + " 0\n", + " 0.0\n", + " 21\n", + " 0\n", " 0\n", " unknown\n", " \n", " \n", " 0-15\n", + " 7\n", + " 5.6\n", + " 126\n", + " 5.6\n", " 0\n", - " 0.0\n", - " 140\n", - " 0\n", + " unknown\n", + " \n", + " \n", + " 16-17\n", + " 21\n", + " 13.6\n", + " 154\n", + " 13.6\n", " 0\n", " unknown\n", " \n", " \n", - " 16-29\n", - " 7\n", - " 5.0\n", - " 140\n", - " 5\n", + " 18-29\n", + " 14\n", + " 9.5\n", + " 147\n", + " 9.5\n", " 0\n", " unknown\n", " \n", " \n", " 30-34\n", - " 7\n", - " 5.0\n", - " 140\n", - " 5\n", + " 14\n", + " 12.5\n", + " 112\n", + " 12.5\n", " 0\n", " unknown\n", " \n", " \n", " 35-39\n", - " 0\n", - " 0.0\n", - " 119\n", - " 0\n", + " 14\n", + " 11.1\n", + " 126\n", + " 11.1\n", " 0\n", " unknown\n", " \n", " \n", " 40-44\n", - " 7\n", - " 5.3\n", - " 133\n", - " 5.3\n", + " 14\n", + " 11.1\n", + " 126\n", + " 11.1\n", " 0\n", " unknown\n", " \n", " \n", " 45-49\n", - " 7\n", - " 5.3\n", - " 133\n", - " 5.3\n", + " 14\n", + " 10.0\n", + " 140\n", + " 10\n", " 0\n", " unknown\n", " \n", " \n", " 50-54\n", " 14\n", - " 9.5\n", - " 147\n", - " 9.5\n", + " 11.1\n", + " 126\n", + " 11.1\n", " 0\n", " unknown\n", " \n", " \n", " 55-59\n", " 7\n", - " 5.3\n", - " 133\n", - " 5.3\n", + " 5.6\n", + " 126\n", + " 5.6\n", " 0\n", " unknown\n", " \n", " \n", " 60-64\n", - " 7\n", - " 5.3\n", - " 133\n", - " 5.3\n", + " 14\n", + " 11.8\n", + " 119\n", + " 11.8\n", " 0\n", " unknown\n", " \n", " \n", " 65-69\n", - " 0\n", - " 0.0\n", - " 133\n", - " 0\n", + " 14\n", + " 9.1\n", + " 154\n", + " 9.1\n", " 0\n", " unknown\n", " \n", " \n", " 70-74\n", " 14\n", - " 11.1\n", - " 126\n", - " 11.1\n", + " 10.0\n", + " 140\n", + " 10\n", " 0\n", " unknown\n", " \n", " \n", " 75-79\n", - " 7\n", - " 5.9\n", - " 119\n", - " 5.9\n", + " 14\n", + " 11.1\n", + " 126\n", + " 11.1\n", " 0\n", " unknown\n", " \n", " \n", " 80-84\n", - " 7\n", - " 5.0\n", + " 14\n", + " 10.0\n", " 140\n", - " 5\n", + " 10\n", " 0\n", " unknown\n", " \n", " \n", " 85-89\n", - " 0\n", - " 0.0\n", + " 14\n", + " 10.0\n", " 140\n", - " 0\n", + " 10\n", " 0\n", " unknown\n", " \n", " \n", " 90+\n", - " 7\n", - " 5.6\n", - " 126\n", - " 5.6\n", + " 0\n", + " 0.0\n", + " 28\n", + " 0\n", " 0\n", " unknown\n", " \n", " \n", " ethnicity_6_groups\n", " Black\n", - " 28\n", - " 7.4\n", - " 378\n", - " 7.4\n", + " 35\n", + " 10.0\n", + " 350\n", + " 10\n", " 0\n", " unknown\n", " \n", " \n", " Mixed\n", - " 14\n", - " 4.1\n", - " 343\n", - " 4.1\n", + " 28\n", + " 8.0\n", + " 350\n", + " 8\n", " 0\n", " unknown\n", " \n", " \n", " Other\n", - " 14\n", - " 3.9\n", - " 357\n", - " 3.9\n", + " 42\n", + " 11.3\n", + " 371\n", + " 11.3\n", " 0\n", " unknown\n", " \n", " \n", " South Asian\n", - " 28\n", - " 7.8\n", - " 357\n", - " 7.8\n", + " 42\n", + " 12.5\n", + " 336\n", + " 12.5\n", " 0\n", " unknown\n", " \n", " \n", " Unknown\n", - " 21\n", - " 7.0\n", - " 301\n", - " 7\n", + " 35\n", + " 11.1\n", + " 315\n", + " 11.1\n", " 0\n", " unknown\n", " \n", " \n", " White\n", - " 21\n", - " 5.7\n", - " 371\n", - " 5.7\n", + " 28\n", + " 8.5\n", + " 329\n", + " 8.5\n", " 0\n", " unknown\n", " \n", @@ -11441,52 +12085,52 @@ " 7\n", " 5.9\n", " 119\n", - " 0\n", " 5.9\n", - " 01-Sep\n", + " 0\n", + " unknown\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", - " 7\n", - " 6.2\n", + " 14\n", + " 12.5\n", " 112\n", - " 6.2\n", + " 12.5\n", " 0\n", " unknown\n", " \n", " \n", " Caribbean\n", " 7\n", - " 5.9\n", - " 119\n", - " 5.9\n", + " 5.6\n", + " 126\n", + " 5.6\n", " 0\n", " unknown\n", " \n", " \n", " Chinese\n", " 14\n", - " 11.8\n", - " 119\n", - " 11.8\n", + " 12.5\n", + " 112\n", + " 12.5\n", " 0\n", " unknown\n", " \n", " \n", - " Other\n", - " 7\n", - " 6.2\n", + " Other\n", + " 14\n", + " 12.5\n", " 112\n", - " 6.2\n", + " 12.5\n", " 0\n", " unknown\n", " \n", " \n", " Other Asian\n", - " 7\n", - " 6.7\n", + " 14\n", + " 13.3\n", " 105\n", - " 6.7\n", + " 13.3\n", " 0\n", " unknown\n", " \n", @@ -11494,7 +12138,7 @@ " British or Mixed British\n", " 0\n", " 0.0\n", - " 98\n", + " 91\n", " 0\n", " 0\n", " unknown\n", @@ -11502,72 +12146,72 @@ " \n", " Indian or British Indian\n", " 7\n", - " 6.2\n", - " 112\n", - " 6.2\n", + " 5.9\n", + " 119\n", + " 5.9\n", " 0\n", " unknown\n", " \n", " \n", " Irish\n", " 7\n", - " 5.6\n", - " 126\n", - " 5.6\n", + " 7.1\n", + " 98\n", + " 7.1\n", " 0\n", " unknown\n", " \n", " \n", " Other Black\n", - " 7\n", - " 6.2\n", + " 14\n", + " 12.5\n", " 112\n", - " 6.2\n", + " 12.5\n", " 0\n", " unknown\n", " \n", " \n", " Other White\n", - " 0\n", - " 0.0\n", - " 98\n", - " 0\n", + " 7\n", + " 5.9\n", + " 119\n", + " 5.9\n", " 0\n", " unknown\n", " \n", " \n", " Other mixed\n", - " 7\n", - " 5.9\n", - " 119\n", - " 5.9\n", + " 14\n", + " 12.5\n", + " 112\n", + " 12.5\n", " 0\n", " unknown\n", " \n", " \n", " Pakistani or British Pakistani\n", - " 0\n", - " 0.0\n", - " 105\n", - " 0\n", + " 7\n", + " 7.1\n", + " 98\n", + " 7.1\n", " 0\n", " unknown\n", " \n", " \n", " Unknown\n", - " 14\n", - " 4.8\n", - " 294\n", - " 4.8\n", + " 35\n", + " 11.6\n", + " 301\n", + " 11.6\n", " 0\n", " unknown\n", " \n", " \n", " White + Asian\n", - " 7\n", - " 6.2\n", - " 112\n", - " 6.2\n", + " 14\n", + " 13.3\n", + " 105\n", + " 13.3\n", " 0\n", " unknown\n", " \n", @@ -11582,115 +12226,114 @@ " \n", " \n", " White + Black Caribbean\n", - " 0\n", - " 0.0\n", - " 140\n", - " 0\n", + " 7\n", + " 7.1\n", + " 98\n", + " 7.1\n", " 0\n", " unknown\n", " \n", " \n", " imd_categories\n", " 1 Most deprived\n", - " 28\n", - " 6.9\n", - " 406\n", - " 6.9\n", + " 42\n", + " 10.5\n", + " 399\n", + " 10.5\n", " 0\n", " unknown\n", " \n", " \n", " 2\n", - " 21\n", - " 5.7\n", - " 371\n", - " 5.7\n", + " 35\n", + " 8.9\n", + " 392\n", + " 8.9\n", " 0\n", " unknown\n", " \n", " \n", " 3\n", - " 21\n", - " 5.0\n", - " 420\n", - " 5\n", + " 42\n", + " 11.3\n", + " 371\n", + " 11.3\n", " 0\n", " unknown\n", " \n", " \n", " 4\n", - " 21\n", - " 5.1\n", + " 42\n", + " 10.2\n", " 413\n", - " 5.1\n", + " 10.2\n", " 0\n", " unknown\n", " \n", " \n", " 5 Least deprived\n", - " 21\n", - " 5.1\n", - " 413\n", - " 5.1\n", + " 42\n", + " 11.1\n", + " 378\n", + " 11.1\n", " 0\n", " unknown\n", " \n", " \n", " Unknown\n", " 7\n", - " 7.1\n", - " 98\n", - " 7.1\n", + " 7.7\n", + " 91\n", + " 7.7\n", " 0\n", " unknown\n", " \n", " \n", " bmi\n", " 30+\n", - " 49\n", - " 7.3\n", - " 672\n", - " 7.3\n", + " 56\n", + " 9.5\n", + " 588\n", + " 9.5\n", " 0\n", " unknown\n", " \n", " \n", " under 30\n", - " 84\n", - " 5.8\n", - " 1442\n", - " 5.3\n", + " 154\n", + " 10.5\n", + " 1463\n", + " 10\n", " 0.5\n", " unknown\n", " \n", " \n", - " chronic_cardiac_disease\n", + " chronic_cardiac_disease\n", " no\n", - " 133\n", - " 6.4\n", - " 2086\n", - " 6\n", - " 0.4\n", + " 203\n", + " 10.0\n", + " 2030\n", + " 10\n", + " 0\n", " unknown\n", " \n", " \n", - " current_copd\n", - " no\n", - " 133\n", - " 6.3\n", - " 2100\n", - " 6\n", - " 0.3\n", + " yes\n", + " 0\n", + " 0.0\n", + " 21\n", + " 0\n", + " 0\n", " unknown\n", " \n", " \n", - " dialysis\n", + " current_copd\n", " no\n", - " 126\n", - " 6.0\n", - " 2093\n", - " 6\n", - " 0\n", + " 203\n", + " 10.0\n", + " 2030\n", + " 9.7\n", + " 0.3\n", " unknown\n", " \n", " \n", @@ -11703,35 +12346,45 @@ " unknown\n", " \n", " \n", - " dmards\n", + " dialysis\n", " no\n", - " 126\n", - " 6.0\n", - " 2093\n", - " 5.7\n", - " 0.3\n", + " 203\n", + " 10.0\n", + " 2037\n", + " 10\n", + " 0\n", " unknown\n", " \n", " \n", " yes\n", " 0\n", " 0.0\n", - " 21\n", + " 14\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " dementia\n", + " dmards\n", " no\n", - " 126\n", - " 6.0\n", - " 2093\n", - " 5.7\n", + " 210\n", + " 10.3\n", + " 2030\n", + " 10\n", " 0.3\n", " unknown\n", " \n", " \n", + " dementia\n", + " no\n", + " 203\n", + " 10.0\n", + " 2030\n", + " 10\n", + " 0\n", + " unknown\n", + " \n", + " \n", " yes\n", " 0\n", " 0.0\n", @@ -11743,18 +12396,18 @@ " \n", " psychosis_schiz_bipolar\n", " no\n", - " 133\n", - " 6.4\n", - " 2093\n", - " 6\n", - " 0.4\n", + " 203\n", + " 10.0\n", + " 2037\n", + " 10\n", + " 0\n", " unknown\n", " \n", " \n", " yes\n", " 0\n", " 0.0\n", - " 21\n", + " 14\n", " 0\n", " 0\n", " unknown\n", @@ -11762,69 +12415,68 @@ " \n", " LD\n", " no\n", - " 126\n", - " 6.1\n", - " 2065\n", - " 5.8\n", + " 203\n", + " 10.1\n", + " 2002\n", + " 9.8\n", " 0.3\n", " unknown\n", " \n", " \n", " yes\n", - " 0\n", - " 0.0\n", + " 7\n", + " 14.3\n", " 49\n", - " 0\n", + " 14.3\n", " 0\n", " unknown\n", " \n", " \n", - " ssri\n", + " ssri\n", " no\n", - " 133\n", - " 6.4\n", - " 2093\n", - " 6\n", - " 0.4\n", + " 203\n", + " 10.0\n", + " 2037\n", + " 10\n", + " 0\n", " unknown\n", " \n", " \n", - " chemo_or_radio\n", - " no\n", - " 133\n", - " 6.4\n", - " 2093\n", - " 6\n", - " 0.4\n", + " yes\n", + " 0\n", + " 0.0\n", + " 14\n", + " 0\n", + " 0\n", " unknown\n", " \n", " \n", - " lung_cancer\n", + " chemo_or_radio\n", " no\n", - " 133\n", - " 6.3\n", - " 2100\n", - " 6\n", - " 0.3\n", + " 203\n", + " 10.0\n", + " 2023\n", + " 10\n", + " 0\n", " unknown\n", " \n", " \n", " yes\n", " 0\n", " 0.0\n", - " 14\n", + " 28\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " cancer_excl_lung_and_haem\n", + " lung_cancer\n", " no\n", - " 133\n", - " 6.4\n", - " 2093\n", - " 6\n", - " 0.4\n", + " 203\n", + " 10.0\n", + " 2030\n", + " 10\n", + " 0\n", " unknown\n", " \n", " \n", @@ -11837,31 +12489,32 @@ " unknown\n", " \n", " \n", - " haematological_cancer\n", + " cancer_excl_lung_and_haem\n", " no\n", - " 133\n", - " 6.3\n", - " 2100\n", - " 6\n", + " 210\n", + " 10.3\n", + " 2037\n", + " 10\n", " 0.3\n", " unknown\n", " \n", " \n", - " yes\n", - " 0\n", - " 0.0\n", - " 14\n", - " 0\n", - " 0\n", + " haematological_cancer\n", + " no\n", + " 210\n", + " 10.3\n", + " 2037\n", + " 10\n", + " 0.3\n", " unknown\n", " \n", " \n", " brand_of_first_dose\n", " Unknown\n", - " 133\n", - " 12.5\n", - " 1064\n", - " 11.8\n", + " 210\n", + " 20.4\n", + " 1029\n", + " 19.7\n", " 0.7\n", " unknown\n", " \n", @@ -11872,234 +12525,241 @@ "text/plain": [ " vaccinated \\\n", "category group \n", - "overall overall 131 \n", - "sex F 63 \n", - " M 70 \n", - "ageband_5yr 0 7 \n", - " 0-15 0 \n", - " 16-29 7 \n", - " 30-34 7 \n", - " 35-39 0 \n", - " 40-44 7 \n", - " 45-49 7 \n", + "overall overall 207 \n", + "sex F 119 \n", + " M 91 \n", + "ageband_5yr 0 0 \n", + " 0-15 7 \n", + " 16-17 21 \n", + " 18-29 14 \n", + " 30-34 14 \n", + " 35-39 14 \n", + " 40-44 14 \n", + " 45-49 14 \n", " 50-54 14 \n", " 55-59 7 \n", - " 60-64 7 \n", - " 65-69 0 \n", + " 60-64 14 \n", + " 65-69 14 \n", " 70-74 14 \n", - " 75-79 7 \n", - " 80-84 7 \n", - " 85-89 0 \n", - " 90+ 7 \n", - "ethnicity_6_groups Black 28 \n", - " Mixed 14 \n", - " Other 14 \n", - " South Asian 28 \n", - " Unknown 21 \n", - " White 21 \n", + " 75-79 14 \n", + " 80-84 14 \n", + " 85-89 14 \n", + " 90+ 0 \n", + "ethnicity_6_groups Black 35 \n", + " Mixed 28 \n", + " Other 42 \n", + " South Asian 42 \n", + " Unknown 35 \n", + " White 28 \n", "ethnicity_16_groups African 7 \n", - " Bangladeshi or British Bangladeshi 7 \n", + " Bangladeshi or British Bangladeshi 14 \n", " Caribbean 7 \n", " Chinese 14 \n", - " Other 7 \n", - " Other Asian 7 \n", + " Other 14 \n", + " Other Asian 14 \n", " British or Mixed British 0 \n", " Indian or British Indian 7 \n", " Irish 7 \n", - " Other Black 7 \n", - " Other White 0 \n", - " Other mixed 7 \n", - " Pakistani or British Pakistani 0 \n", - " Unknown 14 \n", - " White + Asian 7 \n", + " Other Black 14 \n", + " Other White 7 \n", + " Other mixed 14 \n", + " Pakistani or British Pakistani 7 \n", + " Unknown 35 \n", + " White + Asian 14 \n", " White + Black African 7 \n", - " White + Black Caribbean 0 \n", - "imd_categories 1 Most deprived 28 \n", - " 2 21 \n", - " 3 21 \n", - " 4 21 \n", - " 5 Least deprived 21 \n", + " White + Black Caribbean 7 \n", + "imd_categories 1 Most deprived 42 \n", + " 2 35 \n", + " 3 42 \n", + " 4 42 \n", + " 5 Least deprived 42 \n", " Unknown 7 \n", - "bmi 30+ 49 \n", - " under 30 84 \n", - "chronic_cardiac_disease no 133 \n", - "current_copd no 133 \n", - "dialysis no 126 \n", + "bmi 30+ 56 \n", + " under 30 154 \n", + "chronic_cardiac_disease no 203 \n", " yes 0 \n", - "dmards no 126 \n", + "current_copd no 203 \n", " yes 0 \n", - "dementia no 126 \n", + "dialysis no 203 \n", " yes 0 \n", - "psychosis_schiz_bipolar no 133 \n", + "dmards no 210 \n", + "dementia no 203 \n", " yes 0 \n", - "LD no 126 \n", + "psychosis_schiz_bipolar no 203 \n", " yes 0 \n", - "ssri no 133 \n", - "chemo_or_radio no 133 \n", - "lung_cancer no 133 \n", + "LD no 203 \n", + " yes 7 \n", + "ssri no 203 \n", " yes 0 \n", - "cancer_excl_lung_and_haem no 133 \n", + "chemo_or_radio no 203 \n", " yes 0 \n", - "haematological_cancer no 133 \n", + "lung_cancer no 203 \n", " yes 0 \n", - "brand_of_first_dose Unknown 133 \n", + "cancer_excl_lung_and_haem no 210 \n", + "haematological_cancer no 210 \n", + "brand_of_first_dose Unknown 210 \n", "\n", " percent total \\\n", "category group \n", - "overall overall 6.2 2114 \n", - "sex F 5.8 1085 \n", - " M 6.8 1029 \n", - "ageband_5yr 0 5.9 119 \n", - " 0-15 0.0 140 \n", - " 16-29 5.0 140 \n", - " 30-34 5.0 140 \n", - " 35-39 0.0 119 \n", - " 40-44 5.3 133 \n", - " 45-49 5.3 133 \n", - " 50-54 9.5 147 \n", - " 55-59 5.3 133 \n", - " 60-64 5.3 133 \n", - " 65-69 0.0 133 \n", - " 70-74 11.1 126 \n", - " 75-79 5.9 119 \n", - " 80-84 5.0 140 \n", - " 85-89 0.0 140 \n", - " 90+ 5.6 126 \n", - "ethnicity_6_groups Black 7.4 378 \n", - " Mixed 4.1 343 \n", - " Other 3.9 357 \n", - " South Asian 7.8 357 \n", - " Unknown 7.0 301 \n", - " White 5.7 371 \n", + "overall overall 10.1 2051 \n", + "sex F 11.1 1071 \n", + " M 9.3 980 \n", + "ageband_5yr 0 0.0 21 \n", + " 0-15 5.6 126 \n", + " 16-17 13.6 154 \n", + " 18-29 9.5 147 \n", + " 30-34 12.5 112 \n", + " 35-39 11.1 126 \n", + " 40-44 11.1 126 \n", + " 45-49 10.0 140 \n", + " 50-54 11.1 126 \n", + " 55-59 5.6 126 \n", + " 60-64 11.8 119 \n", + " 65-69 9.1 154 \n", + " 70-74 10.0 140 \n", + " 75-79 11.1 126 \n", + " 80-84 10.0 140 \n", + " 85-89 10.0 140 \n", + " 90+ 0.0 28 \n", + "ethnicity_6_groups Black 10.0 350 \n", + " Mixed 8.0 350 \n", + " Other 11.3 371 \n", + " South Asian 12.5 336 \n", + " Unknown 11.1 315 \n", + " White 8.5 329 \n", "ethnicity_16_groups African 5.9 119 \n", - " Bangladeshi or British Bangladeshi 6.2 112 \n", - " Caribbean 5.9 119 \n", - " Chinese 11.8 119 \n", - " Other 6.2 112 \n", - " Other Asian 6.7 105 \n", - " British or Mixed British 0.0 98 \n", - " Indian or British Indian 6.2 112 \n", - " Irish 5.6 126 \n", - " Other Black 6.2 112 \n", - " Other White 0.0 98 \n", - " Other mixed 5.9 119 \n", - " Pakistani or British Pakistani 0.0 105 \n", - " Unknown 4.8 294 \n", - " White + Asian 6.2 112 \n", + " Bangladeshi or British Bangladeshi 12.5 112 \n", + " Caribbean 5.6 126 \n", + " Chinese 12.5 112 \n", + " Other 12.5 112 \n", + " Other Asian 13.3 105 \n", + " British or Mixed British 0.0 91 \n", + " Indian or British Indian 5.9 119 \n", + " Irish 7.1 98 \n", + " Other Black 12.5 112 \n", + " Other White 5.9 119 \n", + " Other mixed 12.5 112 \n", + " Pakistani or British Pakistani 7.1 98 \n", + " Unknown 11.6 301 \n", + " White + Asian 13.3 105 \n", " White + Black African 6.2 112 \n", - " White + Black Caribbean 0.0 140 \n", - "imd_categories 1 Most deprived 6.9 406 \n", - " 2 5.7 371 \n", - " 3 5.0 420 \n", - " 4 5.1 413 \n", - " 5 Least deprived 5.1 413 \n", - " Unknown 7.1 98 \n", - "bmi 30+ 7.3 672 \n", - " under 30 5.8 1442 \n", - "chronic_cardiac_disease no 6.4 2086 \n", - "current_copd no 6.3 2100 \n", - "dialysis no 6.0 2093 \n", + " White + Black Caribbean 7.1 98 \n", + "imd_categories 1 Most deprived 10.5 399 \n", + " 2 8.9 392 \n", + " 3 11.3 371 \n", + " 4 10.2 413 \n", + " 5 Least deprived 11.1 378 \n", + " Unknown 7.7 91 \n", + "bmi 30+ 9.5 588 \n", + " under 30 10.5 1463 \n", + "chronic_cardiac_disease no 10.0 2030 \n", " yes 0.0 21 \n", - "dmards no 6.0 2093 \n", + "current_copd no 10.0 2030 \n", " yes 0.0 21 \n", - "dementia no 6.0 2093 \n", - " yes 0.0 21 \n", - "psychosis_schiz_bipolar no 6.4 2093 \n", - " yes 0.0 21 \n", - "LD no 6.1 2065 \n", - " yes 0.0 49 \n", - "ssri no 6.4 2093 \n", - "chemo_or_radio no 6.4 2093 \n", - "lung_cancer no 6.3 2100 \n", + "dialysis no 10.0 2037 \n", " yes 0.0 14 \n", - "cancer_excl_lung_and_haem no 6.4 2093 \n", + "dmards no 10.3 2030 \n", + "dementia no 10.0 2030 \n", " yes 0.0 21 \n", - "haematological_cancer no 6.3 2100 \n", + "psychosis_schiz_bipolar no 10.0 2037 \n", + " yes 0.0 14 \n", + "LD no 10.1 2002 \n", + " yes 14.3 49 \n", + "ssri no 10.0 2037 \n", " yes 0.0 14 \n", - "brand_of_first_dose Unknown 12.5 1064 \n", + "chemo_or_radio no 10.0 2023 \n", + " yes 0.0 28 \n", + "lung_cancer no 10.0 2030 \n", + " yes 0.0 21 \n", + "cancer_excl_lung_and_haem no 10.3 2037 \n", + "haematological_cancer no 10.3 2037 \n", + "brand_of_first_dose Unknown 20.4 1029 \n", "\n", " vaccinated 7d previous (percent) \\\n", "category group \n", - "overall overall 5.9 \n", - "sex F 5.2 \n", - " M 6.1 \n", - "ageband_5yr 0 5.9 \n", - " 0-15 0 \n", - " 16-29 5 \n", - " 30-34 5 \n", - " 35-39 0 \n", - " 40-44 5.3 \n", - " 45-49 5.3 \n", - " 50-54 9.5 \n", - " 55-59 5.3 \n", - " 60-64 5.3 \n", - " 65-69 0 \n", - " 70-74 11.1 \n", - " 75-79 5.9 \n", - " 80-84 5 \n", - " 85-89 0 \n", - " 90+ 5.6 \n", - "ethnicity_6_groups Black 7.4 \n", - " Mixed 4.1 \n", - " Other 3.9 \n", - " South Asian 7.8 \n", - " Unknown 7 \n", - " White 5.7 \n", - "ethnicity_16_groups African 0 \n", - " Bangladeshi or British Bangladeshi 6.2 \n", - " Caribbean 5.9 \n", - " Chinese 11.8 \n", - " Other 6.2 \n", - " Other Asian 6.7 \n", + "overall overall 9.9 \n", + "sex F 11.1 \n", + " M 9.3 \n", + "ageband_5yr 0 0 \n", + " 0-15 5.6 \n", + " 16-17 13.6 \n", + " 18-29 9.5 \n", + " 30-34 12.5 \n", + " 35-39 11.1 \n", + " 40-44 11.1 \n", + " 45-49 10 \n", + " 50-54 11.1 \n", + " 55-59 5.6 \n", + " 60-64 11.8 \n", + " 65-69 9.1 \n", + " 70-74 10 \n", + " 75-79 11.1 \n", + " 80-84 10 \n", + " 85-89 10 \n", + " 90+ 0 \n", + "ethnicity_6_groups Black 10 \n", + " Mixed 8 \n", + " Other 11.3 \n", + " South Asian 12.5 \n", + " Unknown 11.1 \n", + " White 8.5 \n", + "ethnicity_16_groups African 5.9 \n", + " Bangladeshi or British Bangladeshi 12.5 \n", + " Caribbean 5.6 \n", + " Chinese 12.5 \n", + " Other 12.5 \n", + " Other Asian 13.3 \n", " British or Mixed British 0 \n", - " Indian or British Indian 6.2 \n", - " Irish 5.6 \n", - " Other Black 6.2 \n", - " Other White 0 \n", - " Other mixed 5.9 \n", - " Pakistani or British Pakistani 0 \n", - " Unknown 4.8 \n", - " White + Asian 6.2 \n", + " Indian or British Indian 5.9 \n", + " Irish 7.1 \n", + " Other Black 12.5 \n", + " Other White 5.9 \n", + " Other mixed 12.5 \n", + " Pakistani or British Pakistani 7.1 \n", + " Unknown 11.6 \n", + " White + Asian 13.3 \n", " White + Black African 6.2 \n", - " White + Black Caribbean 0 \n", - "imd_categories 1 Most deprived 6.9 \n", - " 2 5.7 \n", - " 3 5 \n", - " 4 5.1 \n", - " 5 Least deprived 5.1 \n", - " Unknown 7.1 \n", - "bmi 30+ 7.3 \n", - " under 30 5.3 \n", - "chronic_cardiac_disease no 6 \n", - "current_copd no 6 \n", - "dialysis no 6 \n", + " White + Black Caribbean 7.1 \n", + "imd_categories 1 Most deprived 10.5 \n", + " 2 8.9 \n", + " 3 11.3 \n", + " 4 10.2 \n", + " 5 Least deprived 11.1 \n", + " Unknown 7.7 \n", + "bmi 30+ 9.5 \n", + " under 30 10 \n", + "chronic_cardiac_disease no 10 \n", " yes 0 \n", - "dmards no 5.7 \n", + "current_copd no 9.7 \n", " yes 0 \n", - "dementia no 5.7 \n", + "dialysis no 10 \n", " yes 0 \n", - "psychosis_schiz_bipolar no 6 \n", + "dmards no 10 \n", + "dementia no 10 \n", " yes 0 \n", - "LD no 5.8 \n", + "psychosis_schiz_bipolar no 10 \n", " yes 0 \n", - "ssri no 6 \n", - "chemo_or_radio no 6 \n", - "lung_cancer no 6 \n", + "LD no 9.8 \n", + " yes 14.3 \n", + "ssri no 10 \n", " yes 0 \n", - "cancer_excl_lung_and_haem no 6 \n", + "chemo_or_radio no 10 \n", " yes 0 \n", - "haematological_cancer no 6 \n", + "lung_cancer no 10 \n", " yes 0 \n", - "brand_of_first_dose Unknown 11.8 \n", + "cancer_excl_lung_and_haem no 10 \n", + "haematological_cancer no 10 \n", + "brand_of_first_dose Unknown 19.7 \n", "\n", " Uptake over last 7d (percent) \\\n", "category group \n", - "overall overall 0.3 \n", - "sex F 0.6 \n", - " M 0.7 \n", + "overall overall 0.2 \n", + "sex F 0 \n", + " M 0 \n", "ageband_5yr 0 0 \n", " 0-15 0 \n", - " 16-29 0 \n", + " 16-17 0 \n", + " 18-29 0 \n", " 30-34 0 \n", " 35-39 0 \n", " 40-44 0 \n", @@ -12119,7 +12779,7 @@ " South Asian 0 \n", " Unknown 0 \n", " White 0 \n", - "ethnicity_16_groups African 5.9 \n", + "ethnicity_16_groups African 0 \n", " Bangladeshi or British Bangladeshi 0 \n", " Caribbean 0 \n", " Chinese 0 \n", @@ -12144,26 +12804,27 @@ " Unknown 0 \n", "bmi 30+ 0 \n", " under 30 0.5 \n", - "chronic_cardiac_disease no 0.4 \n", + "chronic_cardiac_disease no 0 \n", + " yes 0 \n", "current_copd no 0.3 \n", + " yes 0 \n", "dialysis no 0 \n", " yes 0 \n", "dmards no 0.3 \n", + "dementia no 0 \n", " yes 0 \n", - "dementia no 0.3 \n", - " yes 0 \n", - "psychosis_schiz_bipolar no 0.4 \n", + "psychosis_schiz_bipolar no 0 \n", " yes 0 \n", "LD no 0.3 \n", " yes 0 \n", - "ssri no 0.4 \n", - "chemo_or_radio no 0.4 \n", - "lung_cancer no 0.3 \n", + "ssri no 0 \n", " yes 0 \n", - "cancer_excl_lung_and_haem no 0.4 \n", + "chemo_or_radio no 0 \n", " yes 0 \n", - "haematological_cancer no 0.3 \n", + "lung_cancer no 0 \n", " yes 0 \n", + "cancer_excl_lung_and_haem no 0.3 \n", + "haematological_cancer no 0.3 \n", "brand_of_first_dose Unknown 0.7 \n", "\n", " Date projected to reach 90% \n", @@ -12173,7 +12834,8 @@ " M unknown \n", "ageband_5yr 0 unknown \n", " 0-15 unknown \n", - " 16-29 unknown \n", + " 16-17 unknown \n", + " 18-29 unknown \n", " 30-34 unknown \n", " 35-39 unknown \n", " 40-44 unknown \n", @@ -12193,7 +12855,7 @@ " South Asian unknown \n", " Unknown unknown \n", " White unknown \n", - "ethnicity_16_groups African 01-Sep \n", + "ethnicity_16_groups African unknown \n", " Bangladeshi or British Bangladeshi unknown \n", " Caribbean unknown \n", " Chinese unknown \n", @@ -12219,11 +12881,12 @@ "bmi 30+ unknown \n", " under 30 unknown \n", "chronic_cardiac_disease no unknown \n", + " yes unknown \n", "current_copd no unknown \n", + " yes unknown \n", "dialysis no unknown \n", " yes unknown \n", "dmards no unknown \n", - " yes unknown \n", "dementia no unknown \n", " yes unknown \n", "psychosis_schiz_bipolar no unknown \n", @@ -12231,13 +12894,13 @@ "LD no unknown \n", " yes unknown \n", "ssri no unknown \n", + " yes unknown \n", "chemo_or_radio no unknown \n", + " yes unknown \n", "lung_cancer no unknown \n", " yes unknown \n", "cancer_excl_lung_and_haem no unknown \n", - " yes unknown \n", "haematological_cancer no unknown \n", - " yes unknown \n", "brand_of_first_dose Unknown unknown " ] }, @@ -12259,7 +12922,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (second dose) among **70-79** population up to 25 May 2021" + "## COVID vaccination rollout (second dose) among **70-79** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -12311,1064 +12974,1575 @@ " Date projected to reach 90%\n", " \n", " \n", - " category\n", - " group\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " category\n", + " group\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " overall\n", + " overall\n", + " 358\n", + " 9.9\n", + " 3633\n", + " 9.7\n", + " 0.2\n", + " unknown\n", + " \n", + " \n", + " sex\n", + " F\n", + " 168\n", + " 9.2\n", + " 1827\n", + " 9.2\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " M\n", + " 189\n", + " 10.5\n", + " 1806\n", + " 10.1\n", + " 0.4\n", + " unknown\n", + " \n", + " \n", + " ageband_5yr\n", + " 0\n", + " 7\n", + " 14.3\n", + " 49\n", + " 14.3\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " 0-15\n", + " 35\n", + " 14.7\n", + " 238\n", + " 14.7\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " 16-17\n", + " 21\n", + " 7.9\n", + " 266\n", + " 7.9\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " 18-29\n", + " 21\n", + " 10.3\n", + " 203\n", + " 10.3\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " 30-34\n", + " 21\n", + " 8.1\n", + " 259\n", + " 8.1\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " 35-39\n", + " 21\n", + " 8.6\n", + " 245\n", + " 8.6\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " 40-44\n", + " 28\n", + " 11.8\n", + " 238\n", + " 11.8\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " 45-49\n", + " 21\n", + " 8.8\n", + " 238\n", + " 8.8\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " 50-54\n", + " 14\n", + " 5.9\n", + " 238\n", + " 5.9\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " 55-59\n", + " 28\n", + " 11.4\n", + " 245\n", + " 11.4\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " 60-64\n", + " 14\n", + " 6.2\n", + " 224\n", + " 6.2\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " 65-69\n", + " 21\n", + " 9.7\n", + " 217\n", + " 9.7\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " 70-74\n", + " 35\n", + " 16.7\n", + " 210\n", + " 16.7\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " 75-79\n", + " 28\n", + " 12.5\n", + " 224\n", + " 9.4\n", + " 3.1\n", + " unknown\n", + " \n", + " \n", + " 80-84\n", + " 28\n", + " 12.5\n", + " 224\n", + " 12.5\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " 85-89\n", + " 21\n", + " 8.1\n", + " 259\n", + " 8.1\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " 90+\n", + " 0\n", + " 0.0\n", + " 56\n", + " 0\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " ethnicity_6_groups\n", + " Black\n", + " 63\n", + " 10.2\n", + " 616\n", + " 10.2\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Mixed\n", + " 56\n", + " 9.2\n", + " 609\n", + " 9.2\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Other\n", + " 63\n", + " 10.2\n", + " 616\n", + " 10.2\n", + " 0\n", + " unknown\n", " \n", - " \n", - " \n", " \n", - " overall\n", - " overall\n", - " 217\n", - " 6.2\n", - " 3486\n", - " 5.7\n", - " 0.5\n", + " South Asian\n", + " 56\n", + " 9.1\n", + " 616\n", + " 9.1\n", + " 0\n", " unknown\n", " \n", " \n", - " sex\n", - " F\n", - " 105\n", - " 5.9\n", - " 1778\n", - " 5.1\n", - " 0.8\n", + " Unknown\n", + " 56\n", + " 10.3\n", + " 546\n", + " 10.3\n", + " 0\n", " unknown\n", " \n", " \n", - " M\n", - " 112\n", - " 6.6\n", - " 1708\n", - " 6.1\n", - " 0.5\n", + " White\n", + " 56\n", + " 9.0\n", + " 623\n", + " 9\n", + " 0\n", " unknown\n", " \n", " \n", - " ageband_5yr\n", - " 0\n", - " 14\n", - " 6.9\n", + " ethnicity_16_groups\n", + " African\n", + " 21\n", + " 10.7\n", + " 196\n", + " 10.7\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Bangladeshi or British Bangladeshi\n", + " 21\n", + " 10.3\n", " 203\n", - " 6.9\n", + " 10.3\n", " 0\n", " unknown\n", " \n", " \n", - " 0-15\n", - " 14\n", - " 6.2\n", + " Caribbean\n", + " 21\n", + " 12.0\n", + " 175\n", + " 12\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Chinese\n", + " 28\n", + " 12.5\n", " 224\n", - " 6.2\n", + " 12.5\n", " 0\n", " unknown\n", " \n", " \n", - " 16-29\n", + " Other\n", " 14\n", - " 7.1\n", - " 196\n", - " 7.1\n", + " 8.7\n", + " 161\n", + " 8.7\n", " 0\n", " unknown\n", " \n", " \n", - " 30-34\n", - " 14\n", - " 7.1\n", + " Other Asian\n", + " 21\n", + " 12.5\n", + " 168\n", + " 12.5\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " British or Mixed British\n", + " 28\n", + " 13.8\n", + " 203\n", + " 13.8\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Indian or British Indian\n", + " 21\n", + " 10.7\n", " 196\n", - " 3.6\n", - " 3.5\n", - " 06-Nov\n", + " 10.7\n", + " 0\n", + " unknown\n", " \n", " \n", - " 35-39\n", + " Irish\n", " 14\n", - " 6.9\n", - " 203\n", - " 6.9\n", + " 6.5\n", + " 217\n", + " 6.5\n", " 0\n", " unknown\n", " \n", " \n", - " 40-44\n", + " Other Black\n", " 14\n", - " 5.9\n", - " 238\n", - " 5.9\n", + " 7.7\n", + " 182\n", + " 7.7\n", " 0\n", " unknown\n", " \n", " \n", - " 45-49\n", - " 28\n", - " 11.1\n", - " 252\n", - " 11.1\n", + " Other White\n", + " 21\n", + " 11.5\n", + " 182\n", + " 11.5\n", " 0\n", " unknown\n", " \n", " \n", - " 50-54\n", + " Other mixed\n", " 14\n", - " 6.1\n", + " 7.7\n", + " 182\n", + " 7.7\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Pakistani or British Pakistani\n", + " 14\n", + " 7.1\n", + " 196\n", + " 7.1\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Unknown\n", + " 49\n", + " 9.2\n", + " 532\n", + " 9.2\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " White + Asian\n", + " 35\n", + " 15.2\n", " 231\n", - " 6.1\n", + " 15.2\n", " 0\n", " unknown\n", " \n", " \n", - " 55-59\n", - " 7\n", - " 3.1\n", - " 224\n", - " 3.1\n", + " White + Black African\n", + " 21\n", + " 11.5\n", + " 182\n", + " 11.5\n", " 0\n", " unknown\n", " \n", " \n", - " 60-64\n", + " White + Black Caribbean\n", " 14\n", - " 6.5\n", - " 217\n", - " 6.5\n", + " 6.7\n", + " 210\n", + " 6.7\n", " 0\n", " unknown\n", " \n", " \n", - " 65-69\n", + " imd_categories\n", + " 1 Most deprived\n", + " 70\n", + " 10.0\n", + " 700\n", + " 10\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " 2\n", + " 70\n", + " 10.1\n", + " 693\n", + " 9.1\n", + " 1\n", + " unknown\n", + " \n", + " \n", + " 3\n", + " 49\n", + " 7.1\n", + " 686\n", + " 7.1\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " 4\n", + " 70\n", + " 10.5\n", + " 665\n", + " 10.5\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " 5 Least deprived\n", + " 84\n", + " 12.1\n", + " 693\n", + " 12.1\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Unknown\n", " 14\n", - " 6.2\n", - " 224\n", - " 6.2\n", + " 7.1\n", + " 196\n", + " 7.1\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " bmi\n", + " 30+\n", + " 112\n", + " 10.3\n", + " 1085\n", + " 10.3\n", " 0\n", " unknown\n", " \n", " \n", - " 70-74\n", - " 14\n", - " 6.2\n", - " 224\n", - " 6.2\n", + " under 30\n", + " 245\n", + " 9.6\n", + " 2548\n", + " 9.3\n", + " 0.3\n", + " unknown\n", + " \n", + " \n", + " chronic_cardiac_disease\n", + " no\n", + " 357\n", + " 9.9\n", + " 3598\n", + " 9.7\n", + " 0.2\n", + " unknown\n", + " \n", + " \n", + " yes\n", + " 0\n", + " 0.0\n", + " 35\n", + " 0\n", " 0\n", " unknown\n", " \n", " \n", - " 75-79\n", - " 14\n", - " 6.5\n", - " 217\n", - " 6.5\n", + " current_copd\n", + " no\n", + " 350\n", + " 9.7\n", + " 3591\n", + " 9.7\n", " 0\n", " unknown\n", " \n", " \n", - " 80-84\n", - " 14\n", - " 6.7\n", - " 210\n", - " 3.3\n", - " 3.4\n", - " 12-Nov\n", + " yes\n", + " 0\n", + " 0.0\n", + " 42\n", + " 0\n", + " 0\n", + " unknown\n", " \n", " \n", - " 85-89\n", - " 7\n", - " 3.2\n", - " 217\n", - " 3.2\n", - " 0\n", + " dialysis\n", + " no\n", + " 350\n", + " 9.7\n", + " 3598\n", + " 9.5\n", + " 0.2\n", " unknown\n", " \n", " \n", - " 90+\n", - " 14\n", - " 6.7\n", - " 210\n", - " 6.7\n", + " yes\n", + " 7\n", + " 20.0\n", + " 35\n", + " 20\n", " 0\n", " unknown\n", " \n", " \n", - " ethnicity_6_groups\n", - " Black\n", - " 42\n", - " 6.8\n", - " 616\n", - " 5.7\n", - " 1.1\n", + " dmards\n", + " no\n", + " 357\n", + " 9.9\n", + " 3598\n", + " 9.7\n", + " 0.2\n", " unknown\n", " \n", " \n", - " Mixed\n", + " yes\n", + " 0\n", + " 0.0\n", " 35\n", - " 5.9\n", - " 595\n", - " 5.9\n", + " 0\n", " 0\n", " unknown\n", " \n", " \n", - " Other\n", - " 42\n", - " 6.9\n", - " 609\n", - " 5.7\n", - " 1.2\n", + " dementia\n", + " no\n", + " 350\n", + " 9.7\n", + " 3598\n", + " 9.7\n", + " 0\n", " unknown\n", " \n", " \n", - " South Asian\n", - " 28\n", - " 5.2\n", - " 539\n", - " 5.2\n", + " yes\n", + " 0\n", + " 0.0\n", + " 35\n", + " 0\n", " 0\n", " unknown\n", " \n", " \n", - " Unknown\n", - " 28\n", - " 5.1\n", - " 553\n", - " 3.8\n", - " 1.3\n", + " psychosis_schiz_bipolar\n", + " no\n", + " 350\n", + " 9.7\n", + " 3591\n", + " 9.7\n", + " 0\n", " unknown\n", " \n", " \n", - " White\n", + " yes\n", + " 0\n", + " 0.0\n", " 42\n", - " 7.3\n", - " 574\n", - " 7.3\n", + " 0\n", " 0\n", " unknown\n", " \n", " \n", - " ethnicity_16_groups\n", - " African\n", + " LD\n", + " no\n", + " 350\n", + " 9.8\n", + " 3556\n", + " 9.6\n", + " 0.2\n", + " unknown\n", + " \n", + " \n", + " yes\n", " 0\n", " 0.0\n", - " 175\n", + " 77\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " Bangladeshi or British Bangladeshi\n", - " 14\n", - " 9.1\n", - " 154\n", - " 9.1\n", + " ssri\n", + " no\n", + " 350\n", + " 9.7\n", + " 3598\n", + " 9.7\n", " 0\n", " unknown\n", " \n", " \n", - " Caribbean\n", - " 7\n", - " 3.7\n", - " 189\n", - " 3.7\n", + " yes\n", + " 0\n", + " 0.0\n", + " 35\n", + " 0\n", " 0\n", " unknown\n", " \n", " \n", - " Chinese\n", + " chemo_or_radio\n", + " no\n", + " 357\n", + " 9.9\n", + " 3598\n", + " 9.7\n", + " 0.2\n", + " unknown\n", + " \n", + " \n", + " yes\n", " 0\n", " 0.0\n", - " 189\n", + " 35\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " Other\n", - " 14\n", - " 8.3\n", - " 168\n", - " 4.2\n", - " 4.1\n", - " 11-Oct\n", - " \n", - " \n", - " Other Asian\n", - " 14\n", - " 7.7\n", - " 182\n", - " 7.7\n", + " lung_cancer\n", + " no\n", + " 350\n", + " 9.8\n", + " 3584\n", + " 9.8\n", " 0\n", " unknown\n", " \n", " \n", - " British or Mixed British\n", - " 14\n", - " 8.0\n", - " 175\n", - " 8\n", + " yes\n", + " 0\n", + " 0.0\n", + " 49\n", + " 0\n", " 0\n", " unknown\n", " \n", " \n", - " Indian or British Indian\n", - " 14\n", - " 7.4\n", - " 189\n", - " 7.4\n", - " 0\n", + " cancer_excl_lung_and_haem\n", + " no\n", + " 357\n", + " 9.9\n", + " 3598\n", + " 9.7\n", + " 0.2\n", " unknown\n", " \n", " \n", - " Irish\n", - " 7\n", - " 3.7\n", - " 189\n", - " 3.7\n", - " 0\n", + " haematological_cancer\n", + " no\n", + " 357\n", + " 10.0\n", + " 3584\n", + " 9.8\n", + " 0.2\n", " unknown\n", " \n", " \n", - " Other Black\n", - " 14\n", - " 7.7\n", - " 182\n", - " 7.7\n", + " yes\n", + " 0\n", + " 0.0\n", + " 49\n", + " 0\n", " 0\n", " unknown\n", " \n", " \n", - " Other White\n", - " 7\n", - " 3.7\n", - " 189\n", - " 3.7\n", - " 0\n", + " brand_of_first_dose\n", + " Unknown\n", + " 357\n", + " 19.8\n", + " 1799\n", + " 19.5\n", + " 0.3\n", " unknown\n", " \n", + " \n", + "\n", + "" + ], + "text/plain": [ + " vaccinated \\\n", + "category group \n", + "overall overall 358 \n", + "sex F 168 \n", + " M 189 \n", + "ageband_5yr 0 7 \n", + " 0-15 35 \n", + " 16-17 21 \n", + " 18-29 21 \n", + " 30-34 21 \n", + " 35-39 21 \n", + " 40-44 28 \n", + " 45-49 21 \n", + " 50-54 14 \n", + " 55-59 28 \n", + " 60-64 14 \n", + " 65-69 21 \n", + " 70-74 35 \n", + " 75-79 28 \n", + " 80-84 28 \n", + " 85-89 21 \n", + " 90+ 0 \n", + "ethnicity_6_groups Black 63 \n", + " Mixed 56 \n", + " Other 63 \n", + " South Asian 56 \n", + " Unknown 56 \n", + " White 56 \n", + "ethnicity_16_groups African 21 \n", + " Bangladeshi or British Bangladeshi 21 \n", + " Caribbean 21 \n", + " Chinese 28 \n", + " Other 14 \n", + " Other Asian 21 \n", + " British or Mixed British 28 \n", + " Indian or British Indian 21 \n", + " Irish 14 \n", + " Other Black 14 \n", + " Other White 21 \n", + " Other mixed 14 \n", + " Pakistani or British Pakistani 14 \n", + " Unknown 49 \n", + " White + Asian 35 \n", + " White + Black African 21 \n", + " White + Black Caribbean 14 \n", + "imd_categories 1 Most deprived 70 \n", + " 2 70 \n", + " 3 49 \n", + " 4 70 \n", + " 5 Least deprived 84 \n", + " Unknown 14 \n", + "bmi 30+ 112 \n", + " under 30 245 \n", + "chronic_cardiac_disease no 357 \n", + " yes 0 \n", + "current_copd no 350 \n", + " yes 0 \n", + "dialysis no 350 \n", + " yes 7 \n", + "dmards no 357 \n", + " yes 0 \n", + "dementia no 350 \n", + " yes 0 \n", + "psychosis_schiz_bipolar no 350 \n", + " yes 0 \n", + "LD no 350 \n", + " yes 0 \n", + "ssri no 350 \n", + " yes 0 \n", + "chemo_or_radio no 357 \n", + " yes 0 \n", + "lung_cancer no 350 \n", + " yes 0 \n", + "cancer_excl_lung_and_haem no 357 \n", + "haematological_cancer no 357 \n", + " yes 0 \n", + "brand_of_first_dose Unknown 357 \n", + "\n", + " percent total \\\n", + "category group \n", + "overall overall 9.9 3633 \n", + "sex F 9.2 1827 \n", + " M 10.5 1806 \n", + "ageband_5yr 0 14.3 49 \n", + " 0-15 14.7 238 \n", + " 16-17 7.9 266 \n", + " 18-29 10.3 203 \n", + " 30-34 8.1 259 \n", + " 35-39 8.6 245 \n", + " 40-44 11.8 238 \n", + " 45-49 8.8 238 \n", + " 50-54 5.9 238 \n", + " 55-59 11.4 245 \n", + " 60-64 6.2 224 \n", + " 65-69 9.7 217 \n", + " 70-74 16.7 210 \n", + " 75-79 12.5 224 \n", + " 80-84 12.5 224 \n", + " 85-89 8.1 259 \n", + " 90+ 0.0 56 \n", + "ethnicity_6_groups Black 10.2 616 \n", + " Mixed 9.2 609 \n", + " Other 10.2 616 \n", + " South Asian 9.1 616 \n", + " Unknown 10.3 546 \n", + " White 9.0 623 \n", + "ethnicity_16_groups African 10.7 196 \n", + " Bangladeshi or British Bangladeshi 10.3 203 \n", + " Caribbean 12.0 175 \n", + " Chinese 12.5 224 \n", + " Other 8.7 161 \n", + " Other Asian 12.5 168 \n", + " British or Mixed British 13.8 203 \n", + " Indian or British Indian 10.7 196 \n", + " Irish 6.5 217 \n", + " Other Black 7.7 182 \n", + " Other White 11.5 182 \n", + " Other mixed 7.7 182 \n", + " Pakistani or British Pakistani 7.1 196 \n", + " Unknown 9.2 532 \n", + " White + Asian 15.2 231 \n", + " White + Black African 11.5 182 \n", + " White + Black Caribbean 6.7 210 \n", + "imd_categories 1 Most deprived 10.0 700 \n", + " 2 10.1 693 \n", + " 3 7.1 686 \n", + " 4 10.5 665 \n", + " 5 Least deprived 12.1 693 \n", + " Unknown 7.1 196 \n", + "bmi 30+ 10.3 1085 \n", + " under 30 9.6 2548 \n", + "chronic_cardiac_disease no 9.9 3598 \n", + " yes 0.0 35 \n", + "current_copd no 9.7 3591 \n", + " yes 0.0 42 \n", + "dialysis no 9.7 3598 \n", + " yes 20.0 35 \n", + "dmards no 9.9 3598 \n", + " yes 0.0 35 \n", + "dementia no 9.7 3598 \n", + " yes 0.0 35 \n", + "psychosis_schiz_bipolar no 9.7 3591 \n", + " yes 0.0 42 \n", + "LD no 9.8 3556 \n", + " yes 0.0 77 \n", + "ssri no 9.7 3598 \n", + " yes 0.0 35 \n", + "chemo_or_radio no 9.9 3598 \n", + " yes 0.0 35 \n", + "lung_cancer no 9.8 3584 \n", + " yes 0.0 49 \n", + "cancer_excl_lung_and_haem no 9.9 3598 \n", + "haematological_cancer no 10.0 3584 \n", + " yes 0.0 49 \n", + "brand_of_first_dose Unknown 19.8 1799 \n", + "\n", + " vaccinated 7d previous (percent) \\\n", + "category group \n", + "overall overall 9.7 \n", + "sex F 9.2 \n", + " M 10.1 \n", + "ageband_5yr 0 14.3 \n", + " 0-15 14.7 \n", + " 16-17 7.9 \n", + " 18-29 10.3 \n", + " 30-34 8.1 \n", + " 35-39 8.6 \n", + " 40-44 11.8 \n", + " 45-49 8.8 \n", + " 50-54 5.9 \n", + " 55-59 11.4 \n", + " 60-64 6.2 \n", + " 65-69 9.7 \n", + " 70-74 16.7 \n", + " 75-79 9.4 \n", + " 80-84 12.5 \n", + " 85-89 8.1 \n", + " 90+ 0 \n", + "ethnicity_6_groups Black 10.2 \n", + " Mixed 9.2 \n", + " Other 10.2 \n", + " South Asian 9.1 \n", + " Unknown 10.3 \n", + " White 9 \n", + "ethnicity_16_groups African 10.7 \n", + " Bangladeshi or British Bangladeshi 10.3 \n", + " Caribbean 12 \n", + " Chinese 12.5 \n", + " Other 8.7 \n", + " Other Asian 12.5 \n", + " British or Mixed British 13.8 \n", + " Indian or British Indian 10.7 \n", + " Irish 6.5 \n", + " Other Black 7.7 \n", + " Other White 11.5 \n", + " Other mixed 7.7 \n", + " Pakistani or British Pakistani 7.1 \n", + " Unknown 9.2 \n", + " White + Asian 15.2 \n", + " White + Black African 11.5 \n", + " White + Black Caribbean 6.7 \n", + "imd_categories 1 Most deprived 10 \n", + " 2 9.1 \n", + " 3 7.1 \n", + " 4 10.5 \n", + " 5 Least deprived 12.1 \n", + " Unknown 7.1 \n", + "bmi 30+ 10.3 \n", + " under 30 9.3 \n", + "chronic_cardiac_disease no 9.7 \n", + " yes 0 \n", + "current_copd no 9.7 \n", + " yes 0 \n", + "dialysis no 9.5 \n", + " yes 20 \n", + "dmards no 9.7 \n", + " yes 0 \n", + "dementia no 9.7 \n", + " yes 0 \n", + "psychosis_schiz_bipolar no 9.7 \n", + " yes 0 \n", + "LD no 9.6 \n", + " yes 0 \n", + "ssri no 9.7 \n", + " yes 0 \n", + "chemo_or_radio no 9.7 \n", + " yes 0 \n", + "lung_cancer no 9.8 \n", + " yes 0 \n", + "cancer_excl_lung_and_haem no 9.7 \n", + "haematological_cancer no 9.8 \n", + " yes 0 \n", + "brand_of_first_dose Unknown 19.5 \n", + "\n", + " Uptake over last 7d (percent) \\\n", + "category group \n", + "overall overall 0.2 \n", + "sex F 0 \n", + " M 0.4 \n", + "ageband_5yr 0 0 \n", + " 0-15 0 \n", + " 16-17 0 \n", + " 18-29 0 \n", + " 30-34 0 \n", + " 35-39 0 \n", + " 40-44 0 \n", + " 45-49 0 \n", + " 50-54 0 \n", + " 55-59 0 \n", + " 60-64 0 \n", + " 65-69 0 \n", + " 70-74 0 \n", + " 75-79 3.1 \n", + " 80-84 0 \n", + " 85-89 0 \n", + " 90+ 0 \n", + "ethnicity_6_groups Black 0 \n", + " Mixed 0 \n", + " Other 0 \n", + " South Asian 0 \n", + " Unknown 0 \n", + " White 0 \n", + "ethnicity_16_groups African 0 \n", + " Bangladeshi or British Bangladeshi 0 \n", + " Caribbean 0 \n", + " Chinese 0 \n", + " Other 0 \n", + " Other Asian 0 \n", + " British or Mixed British 0 \n", + " Indian or British Indian 0 \n", + " Irish 0 \n", + " Other Black 0 \n", + " Other White 0 \n", + " Other mixed 0 \n", + " Pakistani or British Pakistani 0 \n", + " Unknown 0 \n", + " White + Asian 0 \n", + " White + Black African 0 \n", + " White + Black Caribbean 0 \n", + "imd_categories 1 Most deprived 0 \n", + " 2 1 \n", + " 3 0 \n", + " 4 0 \n", + " 5 Least deprived 0 \n", + " Unknown 0 \n", + "bmi 30+ 0 \n", + " under 30 0.3 \n", + "chronic_cardiac_disease no 0.2 \n", + " yes 0 \n", + "current_copd no 0 \n", + " yes 0 \n", + "dialysis no 0.2 \n", + " yes 0 \n", + "dmards no 0.2 \n", + " yes 0 \n", + "dementia no 0 \n", + " yes 0 \n", + "psychosis_schiz_bipolar no 0 \n", + " yes 0 \n", + "LD no 0.2 \n", + " yes 0 \n", + "ssri no 0 \n", + " yes 0 \n", + "chemo_or_radio no 0.2 \n", + " yes 0 \n", + "lung_cancer no 0 \n", + " yes 0 \n", + "cancer_excl_lung_and_haem no 0.2 \n", + "haematological_cancer no 0.2 \n", + " yes 0 \n", + "brand_of_first_dose Unknown 0.3 \n", + "\n", + " Date projected to reach 90% \n", + "category group \n", + "overall overall unknown \n", + "sex F unknown \n", + " M unknown \n", + "ageband_5yr 0 unknown \n", + " 0-15 unknown \n", + " 16-17 unknown \n", + " 18-29 unknown \n", + " 30-34 unknown \n", + " 35-39 unknown \n", + " 40-44 unknown \n", + " 45-49 unknown \n", + " 50-54 unknown \n", + " 55-59 unknown \n", + " 60-64 unknown \n", + " 65-69 unknown \n", + " 70-74 unknown \n", + " 75-79 unknown \n", + " 80-84 unknown \n", + " 85-89 unknown \n", + " 90+ unknown \n", + "ethnicity_6_groups Black unknown \n", + " Mixed unknown \n", + " Other unknown \n", + " South Asian unknown \n", + " Unknown unknown \n", + " White unknown \n", + "ethnicity_16_groups African unknown \n", + " Bangladeshi or British Bangladeshi unknown \n", + " Caribbean unknown \n", + " Chinese unknown \n", + " Other unknown \n", + " Other Asian unknown \n", + " British or Mixed British unknown \n", + " Indian or British Indian unknown \n", + " Irish unknown \n", + " Other Black unknown \n", + " Other White unknown \n", + " Other mixed unknown \n", + " Pakistani or British Pakistani unknown \n", + " Unknown unknown \n", + " White + Asian unknown \n", + " White + Black African unknown \n", + " White + Black Caribbean unknown \n", + "imd_categories 1 Most deprived unknown \n", + " 2 unknown \n", + " 3 unknown \n", + " 4 unknown \n", + " 5 Least deprived unknown \n", + " Unknown unknown \n", + "bmi 30+ unknown \n", + " under 30 unknown \n", + "chronic_cardiac_disease no unknown \n", + " yes unknown \n", + "current_copd no unknown \n", + " yes unknown \n", + "dialysis no unknown \n", + " yes unknown \n", + "dmards no unknown \n", + " yes unknown \n", + "dementia no unknown \n", + " yes unknown \n", + "psychosis_schiz_bipolar no unknown \n", + " yes unknown \n", + "LD no unknown \n", + " yes unknown \n", + "ssri no unknown \n", + " yes unknown \n", + "chemo_or_radio no unknown \n", + " yes unknown \n", + "lung_cancer no unknown \n", + " yes unknown \n", + "cancer_excl_lung_and_haem no unknown \n", + "haematological_cancer no unknown \n", + " yes unknown \n", + "brand_of_first_dose Unknown unknown " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "## " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "## COVID vaccination rollout (second dose) among **care home** population up to 03 Sep 2021" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "- 'Date projected to reach 90%' being 'unknown' indicates projection of >6mo (likely insufficient information)\n", + "- Patient counts rounded to the nearest 7" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", + " \n", + " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", " \n", - " \n", + " \n", + " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", - " \n", - "
vaccinatedpercenttotalvaccinated 7d previous (percent)Uptake over last 7d (percent)Date projected to reach 90%
Other mixed146.52176.50categorygroup
overalloverall1208.813658.40.4unknown
Pakistani or British Pakistani148.01758sexF709.77219.70unknown
Unknown356.45466.4M497.66447.60unknown
White + Asianageband_5yr000.01892800unknown
White + Black African0-1573.81823.89.1779.10unknown
White + Black Caribbean16-17146.92036.90unknown
imd_categories1 Most deprived355.16865.10unknown
2426.76235.61.1unknown
3355.26795.214.39814.30unknown
4497.46656.31.1unknown
5 Least deprived426.26726.218-2978.3848.30unknown
Unknown1430-3479.1154779.10unknown
bmi30+777.610086.90.7unknown
under 301405.624785.40.2unknown
chronic_cardiac_diseaseno2176.334585.70.6unknown
current_copdno2176.334445.70.6unknown
yes00.042035-3978.3848.30unknown
dialysisno2176.334515.70.640-4475.91195.90unknown
yes45-4900.0357700unknown
dmardsno2176.334515.70.6unknown
yes50-5400.0357000unknown
dementiano2176.334515.70.6unknown
yes55-5900.0357700unknown
psychosis_schiz_bipolarno2176.334445.70.6unknown
LDno2176.434095.70.7unknown
yes00.077060-6477.7910unknown7.716-Nov
ssrino2176.334585.70.665-6977.7917.70unknown
chemo_or_radiono2106.134515.70.470-7476.71056.70unknown
yes75-7900.0358400unknown
lung_cancerno2176.334585.70.6unknown
yes00.028080-841414.39814.30unknown
cancer_excl_lung_and_haemno2176.334445.70.685-8977.7917.70unknown
yes90+00.0422100unknown
haematological_cancerno2176.334515.70.6ethnicity_6_groupsBlack2811.823811.80unknown
yes00.035Mixed219.12319.10unknown
Other146.12316.10unknown
brand_of_first_doseUnknownSouth Asian146.521712.6172211.41.26.50unknown
\n", - "
" - ], - "text/plain": [ - " vaccinated \\\n", - "category group \n", - "overall overall 217 \n", - "sex F 105 \n", - " M 112 \n", - "ageband_5yr 0 14 \n", - " 0-15 14 \n", - " 16-29 14 \n", - " 30-34 14 \n", - " 35-39 14 \n", - " 40-44 14 \n", - " 45-49 28 \n", - " 50-54 14 \n", - " 55-59 7 \n", - " 60-64 14 \n", - " 65-69 14 \n", - " 70-74 14 \n", - " 75-79 14 \n", - " 80-84 14 \n", - " 85-89 7 \n", - " 90+ 14 \n", - "ethnicity_6_groups Black 42 \n", - " Mixed 35 \n", - " Other 42 \n", - " South Asian 28 \n", - " Unknown 28 \n", - " White 42 \n", - "ethnicity_16_groups African 0 \n", - " Bangladeshi or British Bangladeshi 14 \n", - " Caribbean 7 \n", - " Chinese 0 \n", - " Other 14 \n", - " Other Asian 14 \n", - " British or Mixed British 14 \n", - " Indian or British Indian 14 \n", - " Irish 7 \n", - " Other Black 14 \n", - " Other White 7 \n", - " Other mixed 14 \n", - " Pakistani or British Pakistani 14 \n", - " Unknown 35 \n", - " White + Asian 0 \n", - " White + Black African 7 \n", - " White + Black Caribbean 14 \n", - "imd_categories 1 Most deprived 35 \n", - " 2 42 \n", - " 3 35 \n", - " 4 49 \n", - " 5 Least deprived 42 \n", - " Unknown 14 \n", - "bmi 30+ 77 \n", - " under 30 140 \n", - "chronic_cardiac_disease no 217 \n", - "current_copd no 217 \n", - " yes 0 \n", - "dialysis no 217 \n", - " yes 0 \n", - "dmards no 217 \n", - " yes 0 \n", - "dementia no 217 \n", - " yes 0 \n", - "psychosis_schiz_bipolar no 217 \n", - "LD no 217 \n", - " yes 0 \n", - "ssri no 217 \n", - "chemo_or_radio no 210 \n", - " yes 0 \n", - "lung_cancer no 217 \n", - " yes 0 \n", - "cancer_excl_lung_and_haem no 217 \n", - " yes 0 \n", - "haematological_cancer no 217 \n", - " yes 0 \n", - "brand_of_first_dose Unknown 217 \n", - "\n", - " percent total \\\n", - "category group \n", - "overall overall 6.2 3486 \n", - "sex F 5.9 1778 \n", - " M 6.6 1708 \n", - "ageband_5yr 0 6.9 203 \n", - " 0-15 6.2 224 \n", - " 16-29 7.1 196 \n", - " 30-34 7.1 196 \n", - " 35-39 6.9 203 \n", - " 40-44 5.9 238 \n", - " 45-49 11.1 252 \n", - " 50-54 6.1 231 \n", - " 55-59 3.1 224 \n", - " 60-64 6.5 217 \n", - " 65-69 6.2 224 \n", - " 70-74 6.2 224 \n", - " 75-79 6.5 217 \n", - " 80-84 6.7 210 \n", - " 85-89 3.2 217 \n", - " 90+ 6.7 210 \n", - "ethnicity_6_groups Black 6.8 616 \n", - " Mixed 5.9 595 \n", - " Other 6.9 609 \n", - " South Asian 5.2 539 \n", - " Unknown 5.1 553 \n", - " White 7.3 574 \n", - "ethnicity_16_groups African 0.0 175 \n", - " Bangladeshi or British Bangladeshi 9.1 154 \n", - " Caribbean 3.7 189 \n", - " Chinese 0.0 189 \n", - " Other 8.3 168 \n", - " Other Asian 7.7 182 \n", - " British or Mixed British 8.0 175 \n", - " Indian or British Indian 7.4 189 \n", - " Irish 3.7 189 \n", - " Other Black 7.7 182 \n", - " Other White 3.7 189 \n", - " Other mixed 6.5 217 \n", - " Pakistani or British Pakistani 8.0 175 \n", - " Unknown 6.4 546 \n", - " White + Asian 0.0 189 \n", - " White + Black African 3.8 182 \n", - " White + Black Caribbean 6.9 203 \n", - "imd_categories 1 Most deprived 5.1 686 \n", - " 2 6.7 623 \n", - " 3 5.2 679 \n", - " 4 7.4 665 \n", - " 5 Least deprived 6.2 672 \n", - " Unknown 9.1 154 \n", - "bmi 30+ 7.6 1008 \n", - " under 30 5.6 2478 \n", - "chronic_cardiac_disease no 6.3 3458 \n", - "current_copd no 6.3 3444 \n", - " yes 0.0 42 \n", - "dialysis no 6.3 3451 \n", - " yes 0.0 35 \n", - "dmards no 6.3 3451 \n", - " yes 0.0 35 \n", - "dementia no 6.3 3451 \n", - " yes 0.0 35 \n", - "psychosis_schiz_bipolar no 6.3 3444 \n", - "LD no 6.4 3409 \n", - " yes 0.0 77 \n", - "ssri no 6.3 3458 \n", - "chemo_or_radio no 6.1 3451 \n", - " yes 0.0 35 \n", - "lung_cancer no 6.3 3458 \n", - " yes 0.0 28 \n", - "cancer_excl_lung_and_haem no 6.3 3444 \n", - " yes 0.0 42 \n", - "haematological_cancer no 6.3 3451 \n", - " yes 0.0 35 \n", - "brand_of_first_dose Unknown 12.6 1722 \n", - "\n", - " vaccinated 7d previous (percent) \\\n", - "category group \n", - "overall overall 5.7 \n", - "sex F 5.1 \n", - " M 6.1 \n", - "ageband_5yr 0 6.9 \n", - " 0-15 6.2 \n", - " 16-29 7.1 \n", - " 30-34 3.6 \n", - " 35-39 6.9 \n", - " 40-44 5.9 \n", - " 45-49 11.1 \n", - " 50-54 6.1 \n", - " 55-59 3.1 \n", - " 60-64 6.5 \n", - " 65-69 6.2 \n", - " 70-74 6.2 \n", - " 75-79 6.5 \n", - " 80-84 3.3 \n", - " 85-89 3.2 \n", - " 90+ 6.7 \n", - "ethnicity_6_groups Black 5.7 \n", - " Mixed 5.9 \n", - " Other 5.7 \n", - " South Asian 5.2 \n", - " Unknown 3.8 \n", - " White 7.3 \n", - "ethnicity_16_groups African 0 \n", - " Bangladeshi or British Bangladeshi 9.1 \n", - " Caribbean 3.7 \n", - " Chinese 0 \n", - " Other 4.2 \n", - " Other Asian 7.7 \n", - " British or Mixed British 8 \n", - " Indian or British Indian 7.4 \n", - " Irish 3.7 \n", - " Other Black 7.7 \n", - " Other White 3.7 \n", - " Other mixed 6.5 \n", - " Pakistani or British Pakistani 8 \n", - " Unknown 6.4 \n", - " White + Asian 0 \n", - " White + Black African 3.8 \n", - " White + Black Caribbean 6.9 \n", - "imd_categories 1 Most deprived 5.1 \n", - " 2 5.6 \n", - " 3 5.2 \n", - " 4 6.3 \n", - " 5 Least deprived 6.2 \n", - " Unknown 9.1 \n", - "bmi 30+ 6.9 \n", - " under 30 5.4 \n", - "chronic_cardiac_disease no 5.7 \n", - "current_copd no 5.7 \n", - " yes 0 \n", - "dialysis no 5.7 \n", - " yes 0 \n", - "dmards no 5.7 \n", - " yes 0 \n", - "dementia no 5.7 \n", - " yes 0 \n", - "psychosis_schiz_bipolar no 5.7 \n", - "LD no 5.7 \n", - " yes 0 \n", - "ssri no 5.7 \n", - "chemo_or_radio no 5.7 \n", - " yes 0 \n", - "lung_cancer no 5.7 \n", - " yes 0 \n", - "cancer_excl_lung_and_haem no 5.7 \n", - " yes 0 \n", - "haematological_cancer no 5.7 \n", - " yes 0 \n", - "brand_of_first_dose Unknown 11.4 \n", - "\n", - " Uptake over last 7d (percent) \\\n", - "category group \n", - "overall overall 0.5 \n", - "sex F 0.8 \n", - " M 0.5 \n", - "ageband_5yr 0 0 \n", - " 0-15 0 \n", - " 16-29 0 \n", - " 30-34 3.5 \n", - " 35-39 0 \n", - " 40-44 0 \n", - " 45-49 0 \n", - " 50-54 0 \n", - " 55-59 0 \n", - " 60-64 0 \n", - " 65-69 0 \n", - " 70-74 0 \n", - " 75-79 0 \n", - " 80-84 3.4 \n", - " 85-89 0 \n", - " 90+ 0 \n", - "ethnicity_6_groups Black 1.1 \n", - " Mixed 0 \n", - " Other 1.2 \n", - " South Asian 0 \n", - " Unknown 1.3 \n", - " White 0 \n", - "ethnicity_16_groups African 0 \n", - " Bangladeshi or British Bangladeshi 0 \n", - " Caribbean 0 \n", - " Chinese 0 \n", - " Other 4.1 \n", - " Other Asian 0 \n", - " British or Mixed British 0 \n", - " Indian or British Indian 0 \n", - " Irish 0 \n", - " Other Black 0 \n", - " Other White 0 \n", - " Other mixed 0 \n", - " Pakistani or British Pakistani 0 \n", - " Unknown 0 \n", - " White + Asian 0 \n", - " White + Black African 0 \n", - " White + Black Caribbean 0 \n", - "imd_categories 1 Most deprived 0 \n", - " 2 1.1 \n", - " 3 0 \n", - " 4 1.1 \n", - " 5 Least deprived 0 \n", - " Unknown 0 \n", - "bmi 30+ 0.7 \n", - " under 30 0.2 \n", - "chronic_cardiac_disease no 0.6 \n", - "current_copd no 0.6 \n", - " yes 0 \n", - "dialysis no 0.6 \n", - " yes 0 \n", - "dmards no 0.6 \n", - " yes 0 \n", - "dementia no 0.6 \n", - " yes 0 \n", - "psychosis_schiz_bipolar no 0.6 \n", - "LD no 0.7 \n", - " yes 0 \n", - "ssri no 0.6 \n", - "chemo_or_radio no 0.4 \n", - " yes 0 \n", - "lung_cancer no 0.6 \n", - " yes 0 \n", - "cancer_excl_lung_and_haem no 0.6 \n", - " yes 0 \n", - "haematological_cancer no 0.6 \n", - " yes 0 \n", - "brand_of_first_dose Unknown 1.2 \n", - "\n", - " Date projected to reach 90% \n", - "category group \n", - "overall overall unknown \n", - "sex F unknown \n", - " M unknown \n", - "ageband_5yr 0 unknown \n", - " 0-15 unknown \n", - " 16-29 unknown \n", - " 30-34 06-Nov \n", - " 35-39 unknown \n", - " 40-44 unknown \n", - " 45-49 unknown \n", - " 50-54 unknown \n", - " 55-59 unknown \n", - " 60-64 unknown \n", - " 65-69 unknown \n", - " 70-74 unknown \n", - " 75-79 unknown \n", - " 80-84 12-Nov \n", - " 85-89 unknown \n", - " 90+ unknown \n", - "ethnicity_6_groups Black unknown \n", - " Mixed unknown \n", - " Other unknown \n", - " South Asian unknown \n", - " Unknown unknown \n", - " White unknown \n", - "ethnicity_16_groups African unknown \n", - " Bangladeshi or British Bangladeshi unknown \n", - " Caribbean unknown \n", - " Chinese unknown \n", - " Other 11-Oct \n", - " Other Asian unknown \n", - " British or Mixed British unknown \n", - " Indian or British Indian unknown \n", - " Irish unknown \n", - " Other Black unknown \n", - " Other White unknown \n", - " Other mixed unknown \n", - " Pakistani or British Pakistani unknown \n", - " Unknown unknown \n", - " White + Asian unknown \n", - " White + Black African unknown \n", - " White + Black Caribbean unknown \n", - "imd_categories 1 Most deprived unknown \n", - " 2 unknown \n", - " 3 unknown \n", - " 4 unknown \n", - " 5 Least deprived unknown \n", - " Unknown unknown \n", - "bmi 30+ unknown \n", - " under 30 unknown \n", - "chronic_cardiac_disease no unknown \n", - "current_copd no unknown \n", - " yes unknown \n", - "dialysis no unknown \n", - " yes unknown \n", - "dmards no unknown \n", - " yes unknown \n", - "dementia no unknown \n", - " yes unknown \n", - "psychosis_schiz_bipolar no unknown \n", - "LD no unknown \n", - " yes unknown \n", - "ssri no unknown \n", - "chemo_or_radio no unknown \n", - " yes unknown \n", - "lung_cancer no unknown \n", - " yes unknown \n", - "cancer_excl_lung_and_haem no unknown \n", - " yes unknown \n", - "haematological_cancer no unknown \n", - " yes unknown \n", - "brand_of_first_dose Unknown unknown " + " \n", + " Unknown\n", + " 21\n", + " 10.3\n", + " 203\n", + " 6.9\n", + " 3.4\n", + " 14-Feb\n", + " \n", + " \n", + " White\n", + " 28\n", + " 11.4\n", + " 245\n", + " 8.6\n", + " 2.8\n", + " unknown\n", + " \n", + " \n", + " dementia\n", + " no\n", + " 119\n", + " 8.8\n", + " 1351\n", + " 8.3\n", + " 0.5\n", + " unknown\n", + " \n", + " \n", + " brand_of_first_dose\n", + " Unknown\n", + " 119\n", + " 18.3\n", + " 651\n", + " 17.2\n", + " 1.1\n", + " unknown\n", + " \n", + " \n", + "\n", + "" + ], + "text/plain": [ + " vaccinated percent total \\\n", + "category group \n", + "overall overall 120 8.8 1365 \n", + "sex F 70 9.7 721 \n", + " M 49 7.6 644 \n", + "ageband_5yr 0 0 0.0 28 \n", + " 0-15 7 9.1 77 \n", + " 16-17 14 14.3 98 \n", + " 18-29 7 8.3 84 \n", + " 30-34 7 9.1 77 \n", + " 35-39 7 8.3 84 \n", + " 40-44 7 5.9 119 \n", + " 45-49 0 0.0 77 \n", + " 50-54 0 0.0 70 \n", + " 55-59 0 0.0 77 \n", + " 60-64 7 7.7 91 \n", + " 65-69 7 7.7 91 \n", + " 70-74 7 6.7 105 \n", + " 75-79 0 0.0 84 \n", + " 80-84 14 14.3 98 \n", + " 85-89 7 7.7 91 \n", + " 90+ 0 0.0 21 \n", + "ethnicity_6_groups Black 28 11.8 238 \n", + " Mixed 21 9.1 231 \n", + " Other 14 6.1 231 \n", + " South Asian 14 6.5 217 \n", + " Unknown 21 10.3 203 \n", + " White 28 11.4 245 \n", + "dementia no 119 8.8 1351 \n", + "brand_of_first_dose Unknown 119 18.3 651 \n", + "\n", + " vaccinated 7d previous (percent) \\\n", + "category group \n", + "overall overall 8.4 \n", + "sex F 9.7 \n", + " M 7.6 \n", + "ageband_5yr 0 0 \n", + " 0-15 9.1 \n", + " 16-17 14.3 \n", + " 18-29 8.3 \n", + " 30-34 9.1 \n", + " 35-39 8.3 \n", + " 40-44 5.9 \n", + " 45-49 0 \n", + " 50-54 0 \n", + " 55-59 0 \n", + " 60-64 0 \n", + " 65-69 7.7 \n", + " 70-74 6.7 \n", + " 75-79 0 \n", + " 80-84 14.3 \n", + " 85-89 7.7 \n", + " 90+ 0 \n", + "ethnicity_6_groups Black 11.8 \n", + " Mixed 9.1 \n", + " Other 6.1 \n", + " South Asian 6.5 \n", + " Unknown 6.9 \n", + " White 8.6 \n", + "dementia no 8.3 \n", + "brand_of_first_dose Unknown 17.2 \n", + "\n", + " Uptake over last 7d (percent) \\\n", + "category group \n", + "overall overall 0.4 \n", + "sex F 0 \n", + " M 0 \n", + "ageband_5yr 0 0 \n", + " 0-15 0 \n", + " 16-17 0 \n", + " 18-29 0 \n", + " 30-34 0 \n", + " 35-39 0 \n", + " 40-44 0 \n", + " 45-49 0 \n", + " 50-54 0 \n", + " 55-59 0 \n", + " 60-64 7.7 \n", + " 65-69 0 \n", + " 70-74 0 \n", + " 75-79 0 \n", + " 80-84 0 \n", + " 85-89 0 \n", + " 90+ 0 \n", + "ethnicity_6_groups Black 0 \n", + " Mixed 0 \n", + " Other 0 \n", + " South Asian 0 \n", + " Unknown 3.4 \n", + " White 2.8 \n", + "dementia no 0.5 \n", + "brand_of_first_dose Unknown 1.1 \n", + "\n", + " Date projected to reach 90% \n", + "category group \n", + "overall overall unknown \n", + "sex F unknown \n", + " M unknown \n", + "ageband_5yr 0 unknown \n", + " 0-15 unknown \n", + " 16-17 unknown \n", + " 18-29 unknown \n", + " 30-34 unknown \n", + " 35-39 unknown \n", + " 40-44 unknown \n", + " 45-49 unknown \n", + " 50-54 unknown \n", + " 55-59 unknown \n", + " 60-64 16-Nov \n", + " 65-69 unknown \n", + " 70-74 unknown \n", + " 75-79 unknown \n", + " 80-84 unknown \n", + " 85-89 unknown \n", + " 90+ unknown \n", + "ethnicity_6_groups Black unknown \n", + " Mixed unknown \n", + " Other unknown \n", + " South Asian unknown \n", + " Unknown 14-Feb \n", + " White unknown \n", + "dementia no unknown \n", + "brand_of_first_dose Unknown unknown " ] }, "metadata": {}, @@ -13389,7 +14563,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (second dose) among **care home** population up to 25 May 2021" + "## COVID vaccination rollout (second dose) among **shielding (aged 16-69)** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -13455,107 +14629,118 @@ " \n", " overall\n", " overall\n", - " 90\n", - " 6.7\n", - " 1351\n", - " 6.6\n", - " 0.1\n", + " 35\n", + " 8.2\n", + " 427\n", + " 8.2\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " newly_shielded_since_feb_15\n", + " no\n", + " 35\n", + " 8.3\n", + " 420\n", + " 8.3\n", + " 0\n", " unknown\n", " \n", " \n", " sex\n", " F\n", - " 49\n", - " 7.1\n", - " 686\n", - " 7.1\n", + " 21\n", + " 9.7\n", + " 217\n", + " 9.7\n", " 0\n", " unknown\n", " \n", " \n", " M\n", - " 42\n", - " 6.2\n", - " 672\n", - " 6.2\n", + " 14\n", + " 6.7\n", + " 210\n", + " 6.7\n", " 0\n", " unknown\n", " \n", " \n", - " ageband_5yr\n", - " 0\n", + " ageband\n", + " 16-29\n", " 0\n", " 0.0\n", - " 84\n", + " 49\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " 0-15\n", + " 30-39\n", " 0\n", " 0.0\n", - " 98\n", + " 56\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " 16-29\n", + " 40-49\n", " 0\n", " 0.0\n", - " 77\n", + " 49\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " 30-34\n", + " 50-59\n", " 0\n", " 0.0\n", - " 84\n", + " 49\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " 35-39\n", - " 0\n", - " 0.0\n", - " 70\n", - " 0\n", + " 60-69\n", + " 7\n", + " 12.5\n", + " 56\n", + " 12.5\n", " 0\n", " unknown\n", " \n", " \n", - " 40-44\n", - " 0\n", - " 0.0\n", - " 84\n", - " 0\n", + " 70-79\n", + " 7\n", + " 5.9\n", + " 119\n", + " 5.9\n", " 0\n", " unknown\n", " \n", " \n", - " 45-49\n", + " 80+\n", " 0\n", " 0.0\n", - " 70\n", + " 42\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " 50-54\n", + " ethnicity_6_groups\n", + " Black\n", " 0\n", " 0.0\n", - " 91\n", + " 77\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " 55-59\n", + " Mixed\n", " 7\n", " 10.0\n", " 70\n", @@ -13564,140 +14749,131 @@ " unknown\n", " \n", " \n", - " 60-64\n", - " 7\n", - " 9.1\n", - " 77\n", - " 9.1\n", + " Other\n", " 0\n", - " unknown\n", - " \n", - " \n", - " 65-69\n", - " 7\n", - " 9.1\n", + " 0.0\n", " 77\n", - " 9.1\n", + " 0\n", " 0\n", " unknown\n", " \n", " \n", - " 70-74\n", + " South Asian\n", " 0\n", " 0.0\n", - " 91\n", + " 70\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " 75-79\n", + " Unknown\n", " 0\n", " 0.0\n", - " 91\n", + " 63\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " 80-84\n", + " White\n", " 7\n", - " 7.1\n", - " 98\n", - " 7.1\n", + " 9.1\n", + " 77\n", + " 9.1\n", " 0\n", " unknown\n", " \n", " \n", - " 85-89\n", - " 7\n", - " 7.1\n", - " 98\n", - " 7.1\n", + " imd_categories\n", + " 1 Most deprived\n", + " 0\n", + " 0.0\n", + " 77\n", + " 0\n", " 0\n", " unknown\n", " \n", " \n", - " 90+\n", + " 2\n", " 0\n", " 0.0\n", - " 98\n", + " 77\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " ethnicity_6_groups\n", - " Black\n", - " 14\n", - " 6.9\n", - " 203\n", - " 6.9\n", + " 3\n", + " 7\n", + " 8.3\n", + " 84\n", + " 8.3\n", " 0\n", " unknown\n", " \n", " \n", - " Mixed\n", + " 4\n", " 0\n", " 0.0\n", - " 245\n", + " 84\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " Other\n", + " 5 Least deprived\n", " 14\n", - " 6.1\n", - " 231\n", - " 6.1\n", + " 16.7\n", + " 84\n", + " 16.7\n", " 0\n", " unknown\n", " \n", " \n", - " South Asian\n", - " 14\n", - " 6.7\n", - " 210\n", - " 6.7\n", + " Unknown\n", + " 0\n", + " 0.0\n", + " 21\n", + " 0\n", " 0\n", " unknown\n", " \n", " \n", - " Unknown\n", - " 21\n", - " 9.1\n", - " 231\n", - " 9.1\n", + " LD\n", + " no\n", + " 35\n", + " 8.2\n", + " 427\n", + " 8.2\n", " 0\n", " unknown\n", " \n", " \n", - " White\n", - " 21\n", - " 9.4\n", - " 224\n", - " 9.4\n", + " yes\n", + " 0\n", + " 0.0\n", + " 0\n", + " NaN\n", " 0\n", " unknown\n", " \n", " \n", - " dementia\n", - " no\n", - " 91\n", - " 6.8\n", - " 1344\n", - " 6.8\n", + " brand_of_first_dose\n", + " Pfizer\n", + " 0\n", + " 0.0\n", + " 0\n", + " NaN\n", " 0\n", " unknown\n", " \n", " \n", - " brand_of_first_dose\n", " Unknown\n", - " 91\n", - " 13.1\n", - " 693\n", - " 13.1\n", + " 35\n", + " 15.6\n", + " 224\n", + " 15.6\n", " 0\n", " unknown\n", " \n", @@ -13706,125 +14882,125 @@ "" ], "text/plain": [ - " vaccinated percent total \\\n", - "category group \n", - "overall overall 90 6.7 1351 \n", - "sex F 49 7.1 686 \n", - " M 42 6.2 672 \n", - "ageband_5yr 0 0 0.0 84 \n", - " 0-15 0 0.0 98 \n", - " 16-29 0 0.0 77 \n", - " 30-34 0 0.0 84 \n", - " 35-39 0 0.0 70 \n", - " 40-44 0 0.0 84 \n", - " 45-49 0 0.0 70 \n", - " 50-54 0 0.0 91 \n", - " 55-59 7 10.0 70 \n", - " 60-64 7 9.1 77 \n", - " 65-69 7 9.1 77 \n", - " 70-74 0 0.0 91 \n", - " 75-79 0 0.0 91 \n", - " 80-84 7 7.1 98 \n", - " 85-89 7 7.1 98 \n", - " 90+ 0 0.0 98 \n", - "ethnicity_6_groups Black 14 6.9 203 \n", - " Mixed 0 0.0 245 \n", - " Other 14 6.1 231 \n", - " South Asian 14 6.7 210 \n", - " Unknown 21 9.1 231 \n", - " White 21 9.4 224 \n", - "dementia no 91 6.8 1344 \n", - "brand_of_first_dose Unknown 91 13.1 693 \n", + " vaccinated percent total \\\n", + "category group \n", + "overall overall 35 8.2 427 \n", + "newly_shielded_since_feb_15 no 35 8.3 420 \n", + "sex F 21 9.7 217 \n", + " M 14 6.7 210 \n", + "ageband 16-29 0 0.0 49 \n", + " 30-39 0 0.0 56 \n", + " 40-49 0 0.0 49 \n", + " 50-59 0 0.0 49 \n", + " 60-69 7 12.5 56 \n", + " 70-79 7 5.9 119 \n", + " 80+ 0 0.0 42 \n", + "ethnicity_6_groups Black 0 0.0 77 \n", + " Mixed 7 10.0 70 \n", + " Other 0 0.0 77 \n", + " South Asian 0 0.0 70 \n", + " Unknown 0 0.0 63 \n", + " White 7 9.1 77 \n", + "imd_categories 1 Most deprived 0 0.0 77 \n", + " 2 0 0.0 77 \n", + " 3 7 8.3 84 \n", + " 4 0 0.0 84 \n", + " 5 Least deprived 14 16.7 84 \n", + " Unknown 0 0.0 21 \n", + "LD no 35 8.2 427 \n", + " yes 0 0.0 0 \n", + "brand_of_first_dose Pfizer 0 0.0 0 \n", + " Unknown 35 15.6 224 \n", "\n", - " vaccinated 7d previous (percent) \\\n", - "category group \n", - "overall overall 6.6 \n", - "sex F 7.1 \n", - " M 6.2 \n", - "ageband_5yr 0 0 \n", - " 0-15 0 \n", - " 16-29 0 \n", - " 30-34 0 \n", - " 35-39 0 \n", - " 40-44 0 \n", - " 45-49 0 \n", - " 50-54 0 \n", - " 55-59 10 \n", - " 60-64 9.1 \n", - " 65-69 9.1 \n", - " 70-74 0 \n", - " 75-79 0 \n", - " 80-84 7.1 \n", - " 85-89 7.1 \n", - " 90+ 0 \n", - "ethnicity_6_groups Black 6.9 \n", - " Mixed 0 \n", - " Other 6.1 \n", - " South Asian 6.7 \n", - " Unknown 9.1 \n", - " White 9.4 \n", - "dementia no 6.8 \n", - "brand_of_first_dose Unknown 13.1 \n", + " vaccinated 7d previous (percent) \\\n", + "category group \n", + "overall overall 8.2 \n", + "newly_shielded_since_feb_15 no 8.3 \n", + "sex F 9.7 \n", + " M 6.7 \n", + "ageband 16-29 0 \n", + " 30-39 0 \n", + " 40-49 0 \n", + " 50-59 0 \n", + " 60-69 12.5 \n", + " 70-79 5.9 \n", + " 80+ 0 \n", + "ethnicity_6_groups Black 0 \n", + " Mixed 10 \n", + " Other 0 \n", + " South Asian 0 \n", + " Unknown 0 \n", + " White 9.1 \n", + "imd_categories 1 Most deprived 0 \n", + " 2 0 \n", + " 3 8.3 \n", + " 4 0 \n", + " 5 Least deprived 16.7 \n", + " Unknown 0 \n", + "LD no 8.2 \n", + " yes NaN \n", + "brand_of_first_dose Pfizer NaN \n", + " Unknown 15.6 \n", "\n", - " Uptake over last 7d (percent) \\\n", - "category group \n", - "overall overall 0.1 \n", - "sex F 0 \n", - " M 0 \n", - "ageband_5yr 0 0 \n", - " 0-15 0 \n", - " 16-29 0 \n", - " 30-34 0 \n", - " 35-39 0 \n", - " 40-44 0 \n", - " 45-49 0 \n", - " 50-54 0 \n", - " 55-59 0 \n", - " 60-64 0 \n", - " 65-69 0 \n", - " 70-74 0 \n", - " 75-79 0 \n", - " 80-84 0 \n", - " 85-89 0 \n", - " 90+ 0 \n", - "ethnicity_6_groups Black 0 \n", - " Mixed 0 \n", - " Other 0 \n", - " South Asian 0 \n", - " Unknown 0 \n", - " White 0 \n", - "dementia no 0 \n", - "brand_of_first_dose Unknown 0 \n", + " Uptake over last 7d (percent) \\\n", + "category group \n", + "overall overall 0 \n", + "newly_shielded_since_feb_15 no 0 \n", + "sex F 0 \n", + " M 0 \n", + "ageband 16-29 0 \n", + " 30-39 0 \n", + " 40-49 0 \n", + " 50-59 0 \n", + " 60-69 0 \n", + " 70-79 0 \n", + " 80+ 0 \n", + "ethnicity_6_groups Black 0 \n", + " Mixed 0 \n", + " Other 0 \n", + " South Asian 0 \n", + " Unknown 0 \n", + " White 0 \n", + "imd_categories 1 Most deprived 0 \n", + " 2 0 \n", + " 3 0 \n", + " 4 0 \n", + " 5 Least deprived 0 \n", + " Unknown 0 \n", + "LD no 0 \n", + " yes 0 \n", + "brand_of_first_dose Pfizer 0 \n", + " Unknown 0 \n", "\n", - " Date projected to reach 90% \n", - "category group \n", - "overall overall unknown \n", - "sex F unknown \n", - " M unknown \n", - "ageband_5yr 0 unknown \n", - " 0-15 unknown \n", - " 16-29 unknown \n", - " 30-34 unknown \n", - " 35-39 unknown \n", - " 40-44 unknown \n", - " 45-49 unknown \n", - " 50-54 unknown \n", - " 55-59 unknown \n", - " 60-64 unknown \n", - " 65-69 unknown \n", - " 70-74 unknown \n", - " 75-79 unknown \n", - " 80-84 unknown \n", - " 85-89 unknown \n", - " 90+ unknown \n", - "ethnicity_6_groups Black unknown \n", - " Mixed unknown \n", - " Other unknown \n", - " South Asian unknown \n", - " Unknown unknown \n", - " White unknown \n", - "dementia no unknown \n", - "brand_of_first_dose Unknown unknown " + " Date projected to reach 90% \n", + "category group \n", + "overall overall unknown \n", + "newly_shielded_since_feb_15 no unknown \n", + "sex F unknown \n", + " M unknown \n", + "ageband 16-29 unknown \n", + " 30-39 unknown \n", + " 40-49 unknown \n", + " 50-59 unknown \n", + " 60-69 unknown \n", + " 70-79 unknown \n", + " 80+ unknown \n", + "ethnicity_6_groups Black unknown \n", + " Mixed unknown \n", + " Other unknown \n", + " South Asian unknown \n", + " Unknown unknown \n", + " White unknown \n", + "imd_categories 1 Most deprived unknown \n", + " 2 unknown \n", + " 3 unknown \n", + " 4 unknown \n", + " 5 Least deprived unknown \n", + " Unknown unknown \n", + "LD no unknown \n", + " yes unknown \n", + "brand_of_first_dose Pfizer unknown \n", + " Unknown unknown " ] }, "metadata": {}, @@ -13845,7 +15021,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (second dose) among **shielding (aged 16-69)** population up to 25 May 2021" + "## COVID vaccination rollout (second dose) among **65-69** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -13897,113 +15073,303 @@ " Date projected to reach 90%\n", " \n", " \n", - " category\n", - " group\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " category\n", + " group\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " overall\n", + " overall\n", + " 201\n", + " 9.2\n", + " 2177\n", + " 9.1\n", + " 0.1\n", + " unknown\n", + " \n", + " \n", + " sex\n", + " F\n", + " 112\n", + " 9.8\n", + " 1141\n", + " 9.2\n", + " 0.6\n", + " unknown\n", + " \n", + " \n", + " M\n", + " 91\n", + " 8.7\n", + " 1043\n", + " 8.7\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " ethnicity_6_groups\n", + " Black\n", + " 28\n", + " 8.2\n", + " 343\n", + " 8.2\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Mixed\n", + " 35\n", + " 9.1\n", + " 385\n", + " 9.1\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Other\n", + " 35\n", + " 9.1\n", + " 385\n", + " 9.1\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " South Asian\n", + " 42\n", + " 11.3\n", + " 371\n", + " 11.3\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Unknown\n", + " 28\n", + " 8.0\n", + " 350\n", + " 8\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " White\n", + " 35\n", + " 10.0\n", + " 350\n", + " 10\n", + " 0\n", + " unknown\n", " \n", - " \n", - " \n", " \n", - " overall\n", - " overall\n", - " 27\n", - " 6.2\n", - " 434\n", - " 5.8\n", - " 0.4\n", + " ethnicity_16_groups\n", + " African\n", + " 14\n", + " 11.1\n", + " 126\n", + " 5.6\n", + " 5.5\n", + " 12-Dec\n", + " \n", + " \n", + " Bangladeshi or British Bangladeshi\n", + " 14\n", + " 12.5\n", + " 112\n", + " 12.5\n", + " 0\n", " unknown\n", " \n", " \n", - " newly_shielded_since_feb_15\n", - " no\n", - " 28\n", - " 6.6\n", - " 427\n", - " 4.9\n", - " 1.7\n", + " Caribbean\n", + " 14\n", + " 12.5\n", + " 112\n", + " 6.2\n", + " 6.3\n", + " 28-Nov\n", + " \n", + " \n", + " Chinese\n", + " 7\n", + " 6.2\n", + " 112\n", + " 6.2\n", + " 0\n", " unknown\n", " \n", " \n", - " yes\n", + " Other\n", + " 14\n", + " 11.8\n", + " 119\n", + " 11.8\n", " 0\n", - " 0.0\n", + " unknown\n", + " \n", + " \n", + " Other Asian\n", + " 7\n", + " 5.9\n", + " 119\n", + " 5.9\n", " 0\n", - " NaN\n", + " unknown\n", + " \n", + " \n", + " British or Mixed British\n", + " 7\n", + " 6.2\n", + " 112\n", + " 6.2\n", " 0\n", " unknown\n", " \n", " \n", - " sex\n", - " F\n", + " Indian or British Indian\n", " 14\n", - " 6.9\n", - " 203\n", - " 3.4\n", - " 3.5\n", - " 07-Nov\n", + " 10.5\n", + " 133\n", + " 10.5\n", + " 0\n", + " unknown\n", " \n", " \n", - " M\n", + " Irish\n", " 14\n", + " 10.5\n", + " 133\n", + " 10.5\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Other Black\n", + " 7\n", " 6.2\n", - " 224\n", + " 112\n", " 6.2\n", " 0\n", " unknown\n", " \n", " \n", - " ageband\n", - " 16-29\n", - " 0\n", - " 0.0\n", - " 49\n", - " 0\n", + " Other White\n", + " 7\n", + " 7.7\n", + " 91\n", + " 7.7\n", " 0\n", " unknown\n", " \n", " \n", - " 30-39\n", + " Other mixed\n", + " 7\n", + " 5.3\n", + " 133\n", + " 5.3\n", " 0\n", - " 0.0\n", - " 56\n", + " unknown\n", + " \n", + " \n", + " Pakistani or British Pakistani\n", + " 14\n", + " 12.5\n", + " 112\n", + " 6.2\n", + " 6.3\n", + " 28-Nov\n", + " \n", + " \n", + " Unknown\n", + " 28\n", + " 8.3\n", + " 336\n", + " 8.3\n", " 0\n", + " unknown\n", + " \n", + " \n", + " White + Asian\n", + " 14\n", + " 12.5\n", + " 112\n", + " 12.5\n", " 0\n", " unknown\n", " \n", " \n", - " 40-49\n", + " White + Black African\n", + " 7\n", + " 7.7\n", + " 91\n", + " 7.7\n", " 0\n", - " 0.0\n", - " 56\n", + " unknown\n", + " \n", + " \n", + " White + Black Caribbean\n", + " 14\n", + " 13.3\n", + " 105\n", + " 13.3\n", " 0\n", + " unknown\n", + " \n", + " \n", + " imd_categories\n", + " 1 Most deprived\n", + " 42\n", + " 10.5\n", + " 399\n", + " 10.5\n", " 0\n", " unknown\n", " \n", " \n", - " 50-59\n", + " 2\n", + " 42\n", + " 9.7\n", + " 434\n", + " 9.7\n", " 0\n", - " 0.0\n", - " 56\n", + " unknown\n", + " \n", + " \n", + " 3\n", + " 35\n", + " 8.8\n", + " 399\n", + " 8.8\n", " 0\n", + " unknown\n", + " \n", + " \n", + " 4\n", + " 35\n", + " 8.5\n", + " 413\n", + " 8.5\n", " 0\n", " unknown\n", " \n", " \n", - " 60-69\n", - " 7\n", - " 12.5\n", - " 56\n", + " 5 Least deprived\n", + " 42\n", + " 9.8\n", + " 427\n", + " 9.8\n", " 0\n", - " 12.5\n", - " 07-Jul\n", + " unknown\n", " \n", " \n", - " 70-79\n", + " Unknown\n", " 7\n", " 6.7\n", " 105\n", @@ -14012,117 +15378,207 @@ " unknown\n", " \n", " \n", - " 80+\n", + " bmi\n", + " 30+\n", + " 56\n", + " 8.6\n", + " 651\n", + " 8.6\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " under 30\n", + " 140\n", + " 9.2\n", + " 1526\n", + " 9.2\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " chronic_cardiac_disease\n", + " no\n", + " 196\n", + " 9.1\n", + " 2156\n", + " 9.1\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " yes\n", + " 0\n", + " 0.0\n", + " 28\n", + " 0\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " current_copd\n", + " no\n", + " 196\n", + " 9.1\n", + " 2156\n", + " 9.1\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " yes\n", + " 0\n", + " 0.0\n", + " 28\n", + " 0\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " dmards\n", + " no\n", + " 203\n", + " 9.4\n", + " 2156\n", + " 9.1\n", + " 0.3\n", + " unknown\n", + " \n", + " \n", + " yes\n", " 0\n", " 0.0\n", - " 56\n", + " 21\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " ethnicity_6_groups\n", - " Black\n", + " dementia\n", + " no\n", + " 203\n", + " 9.4\n", + " 2163\n", + " 9.1\n", + " 0.3\n", + " unknown\n", + " \n", + " \n", + " yes\n", " 0\n", " 0.0\n", - " 77\n", + " 14\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " Mixed\n", - " 0\n", - " 0.0\n", - " 77\n", - " 0\n", + " psychosis_schiz_bipolar\n", + " no\n", + " 196\n", + " 9.1\n", + " 2156\n", + " 9.1\n", " 0\n", " unknown\n", " \n", " \n", - " Other\n", + " yes\n", " 0\n", " 0.0\n", - " 70\n", + " 28\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " South Asian\n", - " 0\n", - " 0.0\n", - " 77\n", - " 0\n", + " LD\n", + " no\n", + " 196\n", + " 9.2\n", + " 2142\n", + " 9.2\n", " 0\n", " unknown\n", " \n", " \n", - " Unknown\n", + " yes\n", " 0\n", " 0.0\n", - " 63\n", + " 35\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " White\n", - " 7\n", + " ssri\n", + " no\n", + " 196\n", " 9.1\n", - " 77\n", - " 0\n", + " 2156\n", " 9.1\n", - " 26-Jul\n", + " 0\n", + " unknown\n", " \n", " \n", - " imd_categories\n", - " 1 Most deprived\n", + " yes\n", " 0\n", " 0.0\n", - " 98\n", + " 21\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " 2\n", - " 0\n", - " 0.0\n", - " 98\n", - " 0\n", + " chemo_or_radio\n", + " no\n", + " 196\n", + " 9.1\n", + " 2156\n", + " 9.1\n", " 0\n", " unknown\n", " \n", " \n", - " 3\n", + " yes\n", " 0\n", " 0.0\n", - " 77\n", + " 28\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " 4\n", - " 7\n", - " 10.0\n", - " 70\n", - " 10\n", + " lung_cancer\n", + " no\n", + " 196\n", + " 9.1\n", + " 2156\n", + " 9.1\n", " 0\n", " unknown\n", " \n", " \n", - " 5 Least deprived\n", + " yes\n", " 0\n", " 0.0\n", - " 70\n", + " 21\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " Unknown\n", + " cancer_excl_lung_and_haem\n", + " no\n", + " 196\n", + " 9.1\n", + " 2163\n", + " 9.1\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " yes\n", " 0\n", " 0.0\n", " 21\n", @@ -14131,23 +15587,32 @@ " unknown\n", " \n", " \n", - " LD\n", + " haematological_cancer\n", " no\n", - " 28\n", - " 6.6\n", - " 427\n", - " 6.6\n", + " 196\n", + " 9.1\n", + " 2156\n", + " 9.1\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " yes\n", + " 0\n", + " 0.0\n", + " 21\n", + " 0\n", " 0\n", " unknown\n", " \n", " \n", " brand_of_first_dose\n", " Unknown\n", - " 28\n", - " 13.3\n", - " 210\n", - " 13.3\n", - " 0\n", + " 203\n", + " 18.6\n", + " 1092\n", + " 17.9\n", + " 0.7\n", " unknown\n", " \n", " \n", @@ -14155,121 +15620,305 @@ "" ], "text/plain": [ - " vaccinated percent total \\\n", - "category group \n", - "overall overall 27 6.2 434 \n", - "newly_shielded_since_feb_15 no 28 6.6 427 \n", - " yes 0 0.0 0 \n", - "sex F 14 6.9 203 \n", - " M 14 6.2 224 \n", - "ageband 16-29 0 0.0 49 \n", - " 30-39 0 0.0 56 \n", - " 40-49 0 0.0 56 \n", - " 50-59 0 0.0 56 \n", - " 60-69 7 12.5 56 \n", - " 70-79 7 6.7 105 \n", - " 80+ 0 0.0 56 \n", - "ethnicity_6_groups Black 0 0.0 77 \n", - " Mixed 0 0.0 77 \n", - " Other 0 0.0 70 \n", - " South Asian 0 0.0 77 \n", - " Unknown 0 0.0 63 \n", - " White 7 9.1 77 \n", - "imd_categories 1 Most deprived 0 0.0 98 \n", - " 2 0 0.0 98 \n", - " 3 0 0.0 77 \n", - " 4 7 10.0 70 \n", - " 5 Least deprived 0 0.0 70 \n", - " Unknown 0 0.0 21 \n", - "LD no 28 6.6 427 \n", - "brand_of_first_dose Unknown 28 13.3 210 \n", + " vaccinated \\\n", + "category group \n", + "overall overall 201 \n", + "sex F 112 \n", + " M 91 \n", + "ethnicity_6_groups Black 28 \n", + " Mixed 35 \n", + " Other 35 \n", + " South Asian 42 \n", + " Unknown 28 \n", + " White 35 \n", + "ethnicity_16_groups African 14 \n", + " Bangladeshi or British Bangladeshi 14 \n", + " Caribbean 14 \n", + " Chinese 7 \n", + " Other 14 \n", + " Other Asian 7 \n", + " British or Mixed British 7 \n", + " Indian or British Indian 14 \n", + " Irish 14 \n", + " Other Black 7 \n", + " Other White 7 \n", + " Other mixed 7 \n", + " Pakistani or British Pakistani 14 \n", + " Unknown 28 \n", + " White + Asian 14 \n", + " White + Black African 7 \n", + " White + Black Caribbean 14 \n", + "imd_categories 1 Most deprived 42 \n", + " 2 42 \n", + " 3 35 \n", + " 4 35 \n", + " 5 Least deprived 42 \n", + " Unknown 7 \n", + "bmi 30+ 56 \n", + " under 30 140 \n", + "chronic_cardiac_disease no 196 \n", + " yes 0 \n", + "current_copd no 196 \n", + " yes 0 \n", + "dmards no 203 \n", + " yes 0 \n", + "dementia no 203 \n", + " yes 0 \n", + "psychosis_schiz_bipolar no 196 \n", + " yes 0 \n", + "LD no 196 \n", + " yes 0 \n", + "ssri no 196 \n", + " yes 0 \n", + "chemo_or_radio no 196 \n", + " yes 0 \n", + "lung_cancer no 196 \n", + " yes 0 \n", + "cancer_excl_lung_and_haem no 196 \n", + " yes 0 \n", + "haematological_cancer no 196 \n", + " yes 0 \n", + "brand_of_first_dose Unknown 203 \n", "\n", - " vaccinated 7d previous (percent) \\\n", - "category group \n", - "overall overall 5.8 \n", - "newly_shielded_since_feb_15 no 4.9 \n", - " yes NaN \n", - "sex F 3.4 \n", - " M 6.2 \n", - "ageband 16-29 0 \n", - " 30-39 0 \n", - " 40-49 0 \n", - " 50-59 0 \n", - " 60-69 0 \n", - " 70-79 6.7 \n", - " 80+ 0 \n", - "ethnicity_6_groups Black 0 \n", - " Mixed 0 \n", - " Other 0 \n", - " South Asian 0 \n", - " Unknown 0 \n", - " White 0 \n", - "imd_categories 1 Most deprived 0 \n", - " 2 0 \n", - " 3 0 \n", - " 4 10 \n", - " 5 Least deprived 0 \n", - " Unknown 0 \n", - "LD no 6.6 \n", - "brand_of_first_dose Unknown 13.3 \n", + " percent total \\\n", + "category group \n", + "overall overall 9.2 2177 \n", + "sex F 9.8 1141 \n", + " M 8.7 1043 \n", + "ethnicity_6_groups Black 8.2 343 \n", + " Mixed 9.1 385 \n", + " Other 9.1 385 \n", + " South Asian 11.3 371 \n", + " Unknown 8.0 350 \n", + " White 10.0 350 \n", + "ethnicity_16_groups African 11.1 126 \n", + " Bangladeshi or British Bangladeshi 12.5 112 \n", + " Caribbean 12.5 112 \n", + " Chinese 6.2 112 \n", + " Other 11.8 119 \n", + " Other Asian 5.9 119 \n", + " British or Mixed British 6.2 112 \n", + " Indian or British Indian 10.5 133 \n", + " Irish 10.5 133 \n", + " Other Black 6.2 112 \n", + " Other White 7.7 91 \n", + " Other mixed 5.3 133 \n", + " Pakistani or British Pakistani 12.5 112 \n", + " Unknown 8.3 336 \n", + " White + Asian 12.5 112 \n", + " White + Black African 7.7 91 \n", + " White + Black Caribbean 13.3 105 \n", + "imd_categories 1 Most deprived 10.5 399 \n", + " 2 9.7 434 \n", + " 3 8.8 399 \n", + " 4 8.5 413 \n", + " 5 Least deprived 9.8 427 \n", + " Unknown 6.7 105 \n", + "bmi 30+ 8.6 651 \n", + " under 30 9.2 1526 \n", + "chronic_cardiac_disease no 9.1 2156 \n", + " yes 0.0 28 \n", + "current_copd no 9.1 2156 \n", + " yes 0.0 28 \n", + "dmards no 9.4 2156 \n", + " yes 0.0 21 \n", + "dementia no 9.4 2163 \n", + " yes 0.0 14 \n", + "psychosis_schiz_bipolar no 9.1 2156 \n", + " yes 0.0 28 \n", + "LD no 9.2 2142 \n", + " yes 0.0 35 \n", + "ssri no 9.1 2156 \n", + " yes 0.0 21 \n", + "chemo_or_radio no 9.1 2156 \n", + " yes 0.0 28 \n", + "lung_cancer no 9.1 2156 \n", + " yes 0.0 21 \n", + "cancer_excl_lung_and_haem no 9.1 2163 \n", + " yes 0.0 21 \n", + "haematological_cancer no 9.1 2156 \n", + " yes 0.0 21 \n", + "brand_of_first_dose Unknown 18.6 1092 \n", "\n", - " Uptake over last 7d (percent) \\\n", - "category group \n", - "overall overall 0.4 \n", - "newly_shielded_since_feb_15 no 1.7 \n", - " yes 0 \n", - "sex F 3.5 \n", - " M 0 \n", - "ageband 16-29 0 \n", - " 30-39 0 \n", - " 40-49 0 \n", - " 50-59 0 \n", - " 60-69 12.5 \n", - " 70-79 0 \n", - " 80+ 0 \n", - "ethnicity_6_groups Black 0 \n", - " Mixed 0 \n", - " Other 0 \n", - " South Asian 0 \n", - " Unknown 0 \n", - " White 9.1 \n", - "imd_categories 1 Most deprived 0 \n", - " 2 0 \n", - " 3 0 \n", - " 4 0 \n", - " 5 Least deprived 0 \n", - " Unknown 0 \n", - "LD no 0 \n", - "brand_of_first_dose Unknown 0 \n", + " vaccinated 7d previous (percent) \\\n", + "category group \n", + "overall overall 9.1 \n", + "sex F 9.2 \n", + " M 8.7 \n", + "ethnicity_6_groups Black 8.2 \n", + " Mixed 9.1 \n", + " Other 9.1 \n", + " South Asian 11.3 \n", + " Unknown 8 \n", + " White 10 \n", + "ethnicity_16_groups African 5.6 \n", + " Bangladeshi or British Bangladeshi 12.5 \n", + " Caribbean 6.2 \n", + " Chinese 6.2 \n", + " Other 11.8 \n", + " Other Asian 5.9 \n", + " British or Mixed British 6.2 \n", + " Indian or British Indian 10.5 \n", + " Irish 10.5 \n", + " Other Black 6.2 \n", + " Other White 7.7 \n", + " Other mixed 5.3 \n", + " Pakistani or British Pakistani 6.2 \n", + " Unknown 8.3 \n", + " White + Asian 12.5 \n", + " White + Black African 7.7 \n", + " White + Black Caribbean 13.3 \n", + "imd_categories 1 Most deprived 10.5 \n", + " 2 9.7 \n", + " 3 8.8 \n", + " 4 8.5 \n", + " 5 Least deprived 9.8 \n", + " Unknown 6.7 \n", + "bmi 30+ 8.6 \n", + " under 30 9.2 \n", + "chronic_cardiac_disease no 9.1 \n", + " yes 0 \n", + "current_copd no 9.1 \n", + " yes 0 \n", + "dmards no 9.1 \n", + " yes 0 \n", + "dementia no 9.1 \n", + " yes 0 \n", + "psychosis_schiz_bipolar no 9.1 \n", + " yes 0 \n", + "LD no 9.2 \n", + " yes 0 \n", + "ssri no 9.1 \n", + " yes 0 \n", + "chemo_or_radio no 9.1 \n", + " yes 0 \n", + "lung_cancer no 9.1 \n", + " yes 0 \n", + "cancer_excl_lung_and_haem no 9.1 \n", + " yes 0 \n", + "haematological_cancer no 9.1 \n", + " yes 0 \n", + "brand_of_first_dose Unknown 17.9 \n", + "\n", + " Uptake over last 7d (percent) \\\n", + "category group \n", + "overall overall 0.1 \n", + "sex F 0.6 \n", + " M 0 \n", + "ethnicity_6_groups Black 0 \n", + " Mixed 0 \n", + " Other 0 \n", + " South Asian 0 \n", + " Unknown 0 \n", + " White 0 \n", + "ethnicity_16_groups African 5.5 \n", + " Bangladeshi or British Bangladeshi 0 \n", + " Caribbean 6.3 \n", + " Chinese 0 \n", + " Other 0 \n", + " Other Asian 0 \n", + " British or Mixed British 0 \n", + " Indian or British Indian 0 \n", + " Irish 0 \n", + " Other Black 0 \n", + " Other White 0 \n", + " Other mixed 0 \n", + " Pakistani or British Pakistani 6.3 \n", + " Unknown 0 \n", + " White + Asian 0 \n", + " White + Black African 0 \n", + " White + Black Caribbean 0 \n", + "imd_categories 1 Most deprived 0 \n", + " 2 0 \n", + " 3 0 \n", + " 4 0 \n", + " 5 Least deprived 0 \n", + " Unknown 0 \n", + "bmi 30+ 0 \n", + " under 30 0 \n", + "chronic_cardiac_disease no 0 \n", + " yes 0 \n", + "current_copd no 0 \n", + " yes 0 \n", + "dmards no 0.3 \n", + " yes 0 \n", + "dementia no 0.3 \n", + " yes 0 \n", + "psychosis_schiz_bipolar no 0 \n", + " yes 0 \n", + "LD no 0 \n", + " yes 0 \n", + "ssri no 0 \n", + " yes 0 \n", + "chemo_or_radio no 0 \n", + " yes 0 \n", + "lung_cancer no 0 \n", + " yes 0 \n", + "cancer_excl_lung_and_haem no 0 \n", + " yes 0 \n", + "haematological_cancer no 0 \n", + " yes 0 \n", + "brand_of_first_dose Unknown 0.7 \n", "\n", - " Date projected to reach 90% \n", - "category group \n", - "overall overall unknown \n", - "newly_shielded_since_feb_15 no unknown \n", - " yes unknown \n", - "sex F 07-Nov \n", - " M unknown \n", - "ageband 16-29 unknown \n", - " 30-39 unknown \n", - " 40-49 unknown \n", - " 50-59 unknown \n", - " 60-69 07-Jul \n", - " 70-79 unknown \n", - " 80+ unknown \n", - "ethnicity_6_groups Black unknown \n", - " Mixed unknown \n", - " Other unknown \n", - " South Asian unknown \n", - " Unknown unknown \n", - " White 26-Jul \n", - "imd_categories 1 Most deprived unknown \n", - " 2 unknown \n", - " 3 unknown \n", - " 4 unknown \n", - " 5 Least deprived unknown \n", - " Unknown unknown \n", - "LD no unknown \n", - "brand_of_first_dose Unknown unknown " + " Date projected to reach 90% \n", + "category group \n", + "overall overall unknown \n", + "sex F unknown \n", + " M unknown \n", + "ethnicity_6_groups Black unknown \n", + " Mixed unknown \n", + " Other unknown \n", + " South Asian unknown \n", + " Unknown unknown \n", + " White unknown \n", + "ethnicity_16_groups African 12-Dec \n", + " Bangladeshi or British Bangladeshi unknown \n", + " Caribbean 28-Nov \n", + " Chinese unknown \n", + " Other unknown \n", + " Other Asian unknown \n", + " British or Mixed British unknown \n", + " Indian or British Indian unknown \n", + " Irish unknown \n", + " Other Black unknown \n", + " Other White unknown \n", + " Other mixed unknown \n", + " Pakistani or British Pakistani 28-Nov \n", + " Unknown unknown \n", + " White + Asian unknown \n", + " White + Black African unknown \n", + " White + Black Caribbean unknown \n", + "imd_categories 1 Most deprived unknown \n", + " 2 unknown \n", + " 3 unknown \n", + " 4 unknown \n", + " 5 Least deprived unknown \n", + " Unknown unknown \n", + "bmi 30+ unknown \n", + " under 30 unknown \n", + "chronic_cardiac_disease no unknown \n", + " yes unknown \n", + "current_copd no unknown \n", + " yes unknown \n", + "dmards no unknown \n", + " yes unknown \n", + "dementia no unknown \n", + " yes unknown \n", + "psychosis_schiz_bipolar no unknown \n", + " yes unknown \n", + "LD no unknown \n", + " yes unknown \n", + "ssri no unknown \n", + " yes unknown \n", + "chemo_or_radio no unknown \n", + " yes unknown \n", + "lung_cancer no unknown \n", + " yes unknown \n", + "cancer_excl_lung_and_haem no unknown \n", + " yes unknown \n", + "haematological_cancer no unknown \n", + " yes unknown \n", + "brand_of_first_dose Unknown unknown " ] }, "metadata": {}, @@ -14290,7 +15939,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (second dose) among **65-69** population up to 25 May 2021" + "## COVID vaccination rollout (second dose) among **LD (aged 16-64)** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -14332,820 +15981,373 @@ "\n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", + " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", + " \n", + " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
vaccinatedpercenttotalvaccinated 7d previous (percent)Uptake over last 7d (percent)Date projected to reach 90%
categorygroup
overalloverall1476.522756.10.4unknown
sexF776.611626.60unknown
M706.311135.70.6unknown
ethnicity_6_groupsBlack215.63785.60unknown
Mixed215.24065.20unknown
Other287.13925.41.7unknown
South Asian287.33857.30unknown
Unknown216.43296.40unknown
White287.13927.10unknown
ethnicity_16_groupsAfrican75.61265.60unknown
Bangladeshi or British Bangladeshi76.21126.20unknown
Caribbean1411.811911.80unknown
Chinese1411.11265.65.502-Sepvaccinatedpercenttotalvaccinated 7d previous (percent)Uptake over last 7d (percent)Date projected to reach 90%
Other00.08400unknowncategorygroup
Other Asian75.91195.90overalloverall8310.2812100.2unknown
British or Mixed British76.21126.2sexF429.84279.80unknown
Indian or British Indian75.014050M4210.73928.91.8unknown
Irishageband_5yr0-1500.01195600unknown
Other Black75.313316-1705.313-Sep
Other White75.61265.60.0490unknown
Other mixed76.21126.20unknown
Pakistani or British Pakistani18-2975.313305.313-Sep
Unknown215.93575.912.55612.50unknown
White + Asian30-3400.01264900unknown
White + Black African35-3900.01194900unknown
White + Black Caribbean40-4400.011200unknown
imd_categories1 Most deprived286.94066.90unknown
2286.24486.2490unknown
3286.74206.70unknown
4286.24554.61.6unknown
5 Least deprived286.64276.645-491425.056250unknown
Unknown50-5476.21126.20unknown
bmi30+355.36655.30unknown
under 301127.016106.50.5unknown
chronic_cardiac_diseaseno1476.522546.20.3unknown
yes00.021011.16311.10unknown
current_copdno1476.522546.20.3unknown
yes55-5900.0214900unknown
dmardsno1476.522476.20.3unknown
dementiano1476.522546.20.3unknown
yes60-6400.0284900unknown
psychosis_schiz_bipolarno1476.522546.20.3unknown
yes65-6900.0215600unknown
LDno1476.622406.20.470-7400.04900unknown
yes75-7900.0426300unknown
ssrino1476.522546.20.380-84714.34914.30unknown
yes85-8900.0217000unknown
chemo_or_radiono1476.522616.20.3ethnicity_6_groupsBlack75.61265.60unknown
lung_cancernoMixed149.51476.622406.20.49.50unknown
yes00.0350Other2115.0140150unknown
cancer_excl_lung_and_haemno1476.522616.20.3South Asian1410.0140100unknown
haematological_cancernoUnknown2114.31476.522546.20.3unknown9.54.822-Dec
yes00.0210White76.21126.20unknown
brand_of_first_doseUnknown14712.61169120.6unknown
\n", - "" - ], - "text/plain": [ - " vaccinated \\\n", - "category group \n", - "overall overall 147 \n", - "sex F 77 \n", - " M 70 \n", - "ethnicity_6_groups Black 21 \n", - " Mixed 21 \n", - " Other 28 \n", - " South Asian 28 \n", - " Unknown 21 \n", - " White 28 \n", - "ethnicity_16_groups African 7 \n", - " Bangladeshi or British Bangladeshi 7 \n", - " Caribbean 14 \n", - " Chinese 14 \n", - " Other 0 \n", - " Other Asian 7 \n", - " British or Mixed British 7 \n", - " Indian or British Indian 7 \n", - " Irish 0 \n", - " Other Black 7 \n", - " Other White 7 \n", - " Other mixed 7 \n", - " Pakistani or British Pakistani 7 \n", - " Unknown 21 \n", - " White + Asian 0 \n", - " White + Black African 0 \n", - " White + Black Caribbean 0 \n", - "imd_categories 1 Most deprived 28 \n", - " 2 28 \n", - " 3 28 \n", - " 4 28 \n", - " 5 Least deprived 28 \n", - " Unknown 7 \n", - "bmi 30+ 35 \n", - " under 30 112 \n", - "chronic_cardiac_disease no 147 \n", - " yes 0 \n", - "current_copd no 147 \n", - " yes 0 \n", - "dmards no 147 \n", - "dementia no 147 \n", - " yes 0 \n", - "psychosis_schiz_bipolar no 147 \n", - " yes 0 \n", - "LD no 147 \n", - " yes 0 \n", - "ssri no 147 \n", - " yes 0 \n", - "chemo_or_radio no 147 \n", - "lung_cancer no 147 \n", - " yes 0 \n", - "cancer_excl_lung_and_haem no 147 \n", - "haematological_cancer no 147 \n", - " yes 0 \n", - "brand_of_first_dose Unknown 147 \n", - "\n", - " percent total \\\n", - "category group \n", - "overall overall 6.5 2275 \n", - "sex F 6.6 1162 \n", - " M 6.3 1113 \n", - "ethnicity_6_groups Black 5.6 378 \n", - " Mixed 5.2 406 \n", - " Other 7.1 392 \n", - " South Asian 7.3 385 \n", - " Unknown 6.4 329 \n", - " White 7.1 392 \n", - "ethnicity_16_groups African 5.6 126 \n", - " Bangladeshi or British Bangladeshi 6.2 112 \n", - " Caribbean 11.8 119 \n", - " Chinese 11.1 126 \n", - " Other 0.0 84 \n", - " Other Asian 5.9 119 \n", - " British or Mixed British 6.2 112 \n", - " Indian or British Indian 5.0 140 \n", - " Irish 0.0 119 \n", - " Other Black 5.3 133 \n", - " Other White 5.6 126 \n", - " Other mixed 6.2 112 \n", - " Pakistani or British Pakistani 5.3 133 \n", - " Unknown 5.9 357 \n", - " White + Asian 0.0 126 \n", - " White + Black African 0.0 119 \n", - " White + Black Caribbean 0.0 112 \n", - "imd_categories 1 Most deprived 6.9 406 \n", - " 2 6.2 448 \n", - " 3 6.7 420 \n", - " 4 6.2 455 \n", - " 5 Least deprived 6.6 427 \n", - " Unknown 6.2 112 \n", - "bmi 30+ 5.3 665 \n", - " under 30 7.0 1610 \n", - "chronic_cardiac_disease no 6.5 2254 \n", - " yes 0.0 21 \n", - "current_copd no 6.5 2254 \n", - " yes 0.0 21 \n", - "dmards no 6.5 2247 \n", - "dementia no 6.5 2254 \n", - " yes 0.0 28 \n", - "psychosis_schiz_bipolar no 6.5 2254 \n", - " yes 0.0 21 \n", - "LD no 6.6 2240 \n", - " yes 0.0 42 \n", - "ssri no 6.5 2254 \n", - " yes 0.0 21 \n", - "chemo_or_radio no 6.5 2261 \n", - "lung_cancer no 6.6 2240 \n", - " yes 0.0 35 \n", - "cancer_excl_lung_and_haem no 6.5 2261 \n", - "haematological_cancer no 6.5 2254 \n", - " yes 0.0 21 \n", - "brand_of_first_dose Unknown 12.6 1169 \n", - "\n", - " vaccinated 7d previous (percent) \\\n", - "category group \n", - "overall overall 6.1 \n", - "sex F 6.6 \n", - " M 5.7 \n", - "ethnicity_6_groups Black 5.6 \n", - " Mixed 5.2 \n", - " Other 5.4 \n", - " South Asian 7.3 \n", - " Unknown 6.4 \n", - " White 7.1 \n", - "ethnicity_16_groups African 5.6 \n", - " Bangladeshi or British Bangladeshi 6.2 \n", - " Caribbean 11.8 \n", - " Chinese 5.6 \n", - " Other 0 \n", - " Other Asian 5.9 \n", - " British or Mixed British 6.2 \n", - " Indian or British Indian 5 \n", - " Irish 0 \n", - " Other Black 0 \n", - " Other White 5.6 \n", - " Other mixed 6.2 \n", - " Pakistani or British Pakistani 0 \n", - " Unknown 5.9 \n", - " White + Asian 0 \n", - " White + Black African 0 \n", - " White + Black Caribbean 0 \n", - "imd_categories 1 Most deprived 6.9 \n", - " 2 6.2 \n", - " 3 6.7 \n", - " 4 4.6 \n", - " 5 Least deprived 6.6 \n", - " Unknown 6.2 \n", - "bmi 30+ 5.3 \n", - " under 30 6.5 \n", - "chronic_cardiac_disease no 6.2 \n", - " yes 0 \n", - "current_copd no 6.2 \n", - " yes 0 \n", - "dmards no 6.2 \n", - "dementia no 6.2 \n", - " yes 0 \n", - "psychosis_schiz_bipolar no 6.2 \n", - " yes 0 \n", - "LD no 6.2 \n", - " yes 0 \n", - "ssri no 6.2 \n", - " yes 0 \n", - "chemo_or_radio no 6.2 \n", - "lung_cancer no 6.2 \n", - " yes 0 \n", - "cancer_excl_lung_and_haem no 6.2 \n", - "haematological_cancer no 6.2 \n", - " yes 0 \n", - "brand_of_first_dose Unknown 12 \n", - "\n", - " Uptake over last 7d (percent) \\\n", - "category group \n", - "overall overall 0.4 \n", - "sex F 0 \n", - " M 0.6 \n", - "ethnicity_6_groups Black 0 \n", - " Mixed 0 \n", - " Other 1.7 \n", - " South Asian 0 \n", - " Unknown 0 \n", - " White 0 \n", - "ethnicity_16_groups African 0 \n", - " Bangladeshi or British Bangladeshi 0 \n", - " Caribbean 0 \n", - " Chinese 5.5 \n", - " Other 0 \n", - " Other Asian 0 \n", - " British or Mixed British 0 \n", - " Indian or British Indian 0 \n", - " Irish 0 \n", - " Other Black 5.3 \n", - " Other White 0 \n", - " Other mixed 0 \n", - " Pakistani or British Pakistani 5.3 \n", - " Unknown 0 \n", - " White + Asian 0 \n", - " White + Black African 0 \n", - " White + Black Caribbean 0 \n", - "imd_categories 1 Most deprived 0 \n", - " 2 0 \n", - " 3 0 \n", - " 4 1.6 \n", - " 5 Least deprived 0 \n", - " Unknown 0 \n", - "bmi 30+ 0 \n", - " under 30 0.5 \n", - "chronic_cardiac_disease no 0.3 \n", - " yes 0 \n", - "current_copd no 0.3 \n", - " yes 0 \n", - "dmards no 0.3 \n", - "dementia no 0.3 \n", - " yes 0 \n", - "psychosis_schiz_bipolar no 0.3 \n", - " yes 0 \n", - "LD no 0.4 \n", - " yes 0 \n", - "ssri no 0.3 \n", - " yes 0 \n", - "chemo_or_radio no 0.3 \n", - "lung_cancer no 0.4 \n", - " yes 0 \n", - "cancer_excl_lung_and_haem no 0.3 \n", - "haematological_cancer no 0.3 \n", - " yes 0 \n", - "brand_of_first_dose Unknown 0.6 \n", - "\n", - " Date projected to reach 90% \n", - "category group \n", - "overall overall unknown \n", - "sex F unknown \n", - " M unknown \n", - "ethnicity_6_groups Black unknown \n", - " Mixed unknown \n", - " Other unknown \n", - " South Asian unknown \n", - " Unknown unknown \n", - " White unknown \n", - "ethnicity_16_groups African unknown \n", - " Bangladeshi or British Bangladeshi unknown \n", - " Caribbean unknown \n", - " Chinese 02-Sep \n", - " Other unknown \n", - " Other Asian unknown \n", - " British or Mixed British unknown \n", - " Indian or British Indian unknown \n", - " Irish unknown \n", - " Other Black 13-Sep \n", - " Other White unknown \n", - " Other mixed unknown \n", - " Pakistani or British Pakistani 13-Sep \n", - " Unknown unknown \n", - " White + Asian unknown \n", - " White + Black African unknown \n", - " White + Black Caribbean unknown \n", - "imd_categories 1 Most deprived unknown \n", - " 2 unknown \n", - " 3 unknown \n", - " 4 unknown \n", - " 5 Least deprived unknown \n", - " Unknown unknown \n", - "bmi 30+ unknown \n", - " under 30 unknown \n", - "chronic_cardiac_disease no unknown \n", - " yes unknown \n", - "current_copd no unknown \n", - " yes unknown \n", - "dmards no unknown \n", - "dementia no unknown \n", - " yes unknown \n", - "psychosis_schiz_bipolar no unknown \n", - " yes unknown \n", - "LD no unknown \n", - " yes unknown \n", - "ssri no unknown \n", - " yes unknown \n", - "chemo_or_radio no unknown \n", - "lung_cancer no unknown \n", - " yes unknown \n", - "cancer_excl_lung_and_haem no unknown \n", - "haematological_cancer no unknown \n", - " yes unknown \n", - "brand_of_first_dose Unknown unknown " + " 84\n", + " 21.1\n", + " 399\n", + " 21.1\n", + " 0\n", + " unknown\n", + " \n", + " \n", + "\n", + "" + ], + "text/plain": [ + " vaccinated percent total \\\n", + "category group \n", + "overall overall 83 10.2 812 \n", + "sex F 42 9.8 427 \n", + " M 42 10.7 392 \n", + "ageband_5yr 0-15 0 0.0 56 \n", + " 16-17 0 0.0 49 \n", + " 18-29 7 12.5 56 \n", + " 30-34 0 0.0 49 \n", + " 35-39 0 0.0 49 \n", + " 40-44 0 0.0 49 \n", + " 45-49 14 25.0 56 \n", + " 50-54 7 11.1 63 \n", + " 55-59 0 0.0 49 \n", + " 60-64 0 0.0 49 \n", + " 65-69 0 0.0 56 \n", + " 70-74 0 0.0 49 \n", + " 75-79 0 0.0 63 \n", + " 80-84 7 14.3 49 \n", + " 85-89 0 0.0 70 \n", + "ethnicity_6_groups Black 7 5.6 126 \n", + " Mixed 14 9.5 147 \n", + " Other 21 15.0 140 \n", + " South Asian 14 10.0 140 \n", + " Unknown 21 14.3 147 \n", + " White 7 6.2 112 \n", + "brand_of_first_dose Unknown 84 21.1 399 \n", + "\n", + " vaccinated 7d previous (percent) \\\n", + "category group \n", + "overall overall 10 \n", + "sex F 9.8 \n", + " M 8.9 \n", + "ageband_5yr 0-15 0 \n", + " 16-17 0 \n", + " 18-29 12.5 \n", + " 30-34 0 \n", + " 35-39 0 \n", + " 40-44 0 \n", + " 45-49 25 \n", + " 50-54 11.1 \n", + " 55-59 0 \n", + " 60-64 0 \n", + " 65-69 0 \n", + " 70-74 0 \n", + " 75-79 0 \n", + " 80-84 14.3 \n", + " 85-89 0 \n", + "ethnicity_6_groups Black 5.6 \n", + " Mixed 9.5 \n", + " Other 15 \n", + " South Asian 10 \n", + " Unknown 9.5 \n", + " White 6.2 \n", + "brand_of_first_dose Unknown 21.1 \n", + "\n", + " Uptake over last 7d (percent) \\\n", + "category group \n", + "overall overall 0.2 \n", + "sex F 0 \n", + " M 1.8 \n", + "ageband_5yr 0-15 0 \n", + " 16-17 0 \n", + " 18-29 0 \n", + " 30-34 0 \n", + " 35-39 0 \n", + " 40-44 0 \n", + " 45-49 0 \n", + " 50-54 0 \n", + " 55-59 0 \n", + " 60-64 0 \n", + " 65-69 0 \n", + " 70-74 0 \n", + " 75-79 0 \n", + " 80-84 0 \n", + " 85-89 0 \n", + "ethnicity_6_groups Black 0 \n", + " Mixed 0 \n", + " Other 0 \n", + " South Asian 0 \n", + " Unknown 4.8 \n", + " White 0 \n", + "brand_of_first_dose Unknown 0 \n", + "\n", + " Date projected to reach 90% \n", + "category group \n", + "overall overall unknown \n", + "sex F unknown \n", + " M unknown \n", + "ageband_5yr 0-15 unknown \n", + " 16-17 unknown \n", + " 18-29 unknown \n", + " 30-34 unknown \n", + " 35-39 unknown \n", + " 40-44 unknown \n", + " 45-49 unknown \n", + " 50-54 unknown \n", + " 55-59 unknown \n", + " 60-64 unknown \n", + " 65-69 unknown \n", + " 70-74 unknown \n", + " 75-79 unknown \n", + " 80-84 unknown \n", + " 85-89 unknown \n", + "ethnicity_6_groups Black unknown \n", + " Mixed unknown \n", + " Other unknown \n", + " South Asian unknown \n", + " Unknown 22-Dec \n", + " White unknown \n", + "brand_of_first_dose Unknown unknown " ] }, "metadata": {}, @@ -15166,7 +16368,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (second dose) among **LD (aged 16-64)** population up to 25 May 2021" + "## COVID vaccination rollout (second dose) among **60-64** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -15227,236 +16429,509 @@ " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " overall\n", + " overall\n", + " 230\n", + " 8.5\n", + " 2702\n", + " 8.1\n", + " 0.4\n", + " unknown\n", + " \n", + " \n", + " sex\n", + " F\n", + " 105\n", + " 7.7\n", + " 1372\n", + " 7.1\n", + " 0.6\n", + " unknown\n", + " \n", + " \n", + " M\n", + " 126\n", + " 9.4\n", + " 1337\n", + " 8.9\n", + " 0.5\n", + " unknown\n", + " \n", + " \n", + " ethnicity_6_groups\n", + " Black\n", + " 42\n", + " 9.5\n", + " 441\n", + " 7.9\n", + " 1.6\n", + " unknown\n", + " \n", + " \n", + " Mixed\n", + " 35\n", + " 7.1\n", + " 490\n", + " 7.1\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Other\n", + " 49\n", + " 10.6\n", + " 462\n", + " 10.6\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " South Asian\n", + " 49\n", + " 10.9\n", + " 448\n", + " 9.4\n", + " 1.5\n", + " unknown\n", + " \n", + " \n", + " Unknown\n", + " 35\n", + " 8.5\n", + " 413\n", + " 8.5\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " White\n", + " 35\n", + " 7.8\n", + " 448\n", + " 6.2\n", + " 1.6\n", + " unknown\n", + " \n", + " \n", + " ethnicity_16_groups\n", + " African\n", + " 14\n", + " 8.7\n", + " 161\n", + " 8.7\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Bangladeshi or British Bangladeshi\n", + " 14\n", + " 10.0\n", + " 140\n", + " 10\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Caribbean\n", + " 14\n", + " 11.8\n", + " 119\n", + " 11.8\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Chinese\n", + " 7\n", + " 4.8\n", + " 147\n", + " 4.8\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Other\n", + " 7\n", + " 5.0\n", + " 140\n", + " 5\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Other Asian\n", + " 21\n", + " 13.0\n", + " 161\n", + " 8.7\n", + " 4.3\n", + " 06-Jan\n", + " \n", + " \n", + " British or Mixed British\n", + " 7\n", + " 5.6\n", + " 126\n", + " 5.6\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Indian or British Indian\n", + " 14\n", + " 10.0\n", + " 140\n", + " 10\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Irish\n", + " 14\n", + " 10.0\n", + " 140\n", + " 10\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Other Black\n", + " 14\n", + " 9.5\n", + " 147\n", + " 9.5\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Other White\n", + " 14\n", + " 10.5\n", + " 133\n", + " 10.5\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Other mixed\n", + " 7\n", + " 5.3\n", + " 133\n", + " 5.3\n", + " 0\n", + " unknown\n", + " \n", " \n", - " overall\n", - " overall\n", - " 42\n", - " 5.3\n", - " 791\n", - " 5.1\n", - " 0.2\n", + " Pakistani or British Pakistani\n", + " 14\n", + " 9.1\n", + " 154\n", + " 9.1\n", + " 0\n", " unknown\n", " \n", " \n", - " sex\n", - " F\n", - " 21\n", - " 5.1\n", + " Unknown\n", + " 28\n", + " 6.8\n", " 413\n", - " 5.1\n", + " 6.8\n", " 0\n", " unknown\n", " \n", " \n", - " M\n", - " 21\n", - " 5.6\n", - " 378\n", - " 3.7\n", - " 1.9\n", + " White + Asian\n", + " 14\n", + " 8.7\n", + " 161\n", + " 8.7\n", + " 0\n", " unknown\n", " \n", " \n", - " ageband_5yr\n", - " 0\n", - " 0\n", - " 0.0\n", - " 49\n", - " 0\n", + " White + Black African\n", + " 14\n", + " 9.1\n", + " 154\n", + " 9.1\n", " 0\n", " unknown\n", " \n", " \n", - " 16-29\n", + " White + Black Caribbean\n", + " 21\n", + " 15.8\n", + " 133\n", + " 15.8\n", " 0\n", - " 0.0\n", + " unknown\n", + " \n", + " \n", + " imd_categories\n", + " 1 Most deprived\n", " 42\n", - " 0\n", + " 8.6\n", + " 490\n", + " 8.6\n", " 0\n", " unknown\n", " \n", " \n", - " 30-34\n", - " 0\n", - " 0.0\n", - " 49\n", - " 0\n", + " 2\n", + " 56\n", + " 10.5\n", + " 532\n", + " 10.5\n", " 0\n", " unknown\n", " \n", " \n", - " 35-39\n", - " 0\n", - " 0.0\n", + " 3\n", " 49\n", - " 0\n", - " 0\n", + " 9.5\n", + " 518\n", + " 8.1\n", + " 1.4\n", " unknown\n", " \n", " \n", - " 40-44\n", - " 0\n", - " 0.0\n", + " 4\n", " 35\n", - " 0\n", + " 6.5\n", + " 539\n", + " 6.5\n", " 0\n", " unknown\n", " \n", " \n", - " 45-49\n", - " 0\n", - " 0.0\n", - " 49\n", - " 0\n", - " 0\n", + " 5 Least deprived\n", + " 42\n", + " 8.2\n", + " 511\n", + " 6.8\n", + " 1.4\n", " unknown\n", " \n", " \n", - " 50-54\n", - " 0\n", - " 0.0\n", - " 56\n", - " 0\n", + " Unknown\n", + " 7\n", + " 6.2\n", + " 112\n", + " 6.2\n", " 0\n", " unknown\n", " \n", " \n", - " 55-59\n", - " 0\n", - " 0.0\n", - " 42\n", - " 0\n", + " bmi\n", + " 30+\n", + " 77\n", + " 9.7\n", + " 791\n", + " 9.7\n", " 0\n", " unknown\n", " \n", " \n", - " 60-64\n", - " 0\n", - " 0.0\n", - " 49\n", - " 0\n", - " 0\n", + " under 30\n", + " 154\n", + " 8.1\n", + " 1911\n", + " 7.7\n", + " 0.4\n", " unknown\n", " \n", " \n", - " 65-69\n", + " chronic_cardiac_disease\n", + " no\n", + " 231\n", + " 8.6\n", + " 2674\n", + " 8.1\n", + " 0.5\n", + " unknown\n", + " \n", + " \n", + " yes\n", " 0\n", " 0.0\n", - " 63\n", + " 28\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " 70-74\n", + " current_copd\n", + " no\n", + " 231\n", + " 8.6\n", + " 2681\n", + " 8.1\n", + " 0.5\n", + " unknown\n", + " \n", + " \n", + " yes\n", " 0\n", " 0.0\n", - " 63\n", + " 21\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " 75-79\n", + " dmards\n", + " no\n", + " 231\n", + " 8.6\n", + " 2674\n", + " 8.1\n", + " 0.5\n", + " unknown\n", + " \n", + " \n", + " yes\n", " 0\n", " 0.0\n", - " 56\n", + " 35\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " 80-84\n", + " dementia\n", + " no\n", + " 231\n", + " 8.6\n", + " 2681\n", + " 8.1\n", + " 0.5\n", + " unknown\n", + " \n", + " \n", + " yes\n", " 0\n", " 0.0\n", - " 42\n", + " 28\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " 85-89\n", + " psychosis_schiz_bipolar\n", + " no\n", + " 231\n", + " 8.6\n", + " 2681\n", + " 8.1\n", + " 0.5\n", + " unknown\n", + " \n", + " \n", + " yes\n", " 0\n", " 0.0\n", - " 49\n", + " 21\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " 90+\n", + " ssri\n", + " no\n", + " 231\n", + " 8.7\n", + " 2667\n", + " 8.1\n", + " 0.6\n", + " unknown\n", + " \n", + " \n", + " yes\n", " 0\n", " 0.0\n", - " 49\n", + " 35\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " ethnicity_6_groups\n", - " Black\n", + " chemo_or_radio\n", + " no\n", + " 224\n", + " 8.4\n", + " 2681\n", + " 8.1\n", + " 0.3\n", + " unknown\n", + " \n", + " \n", + " yes\n", " 0\n", " 0.0\n", - " 119\n", + " 28\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " Mixed\n", - " 7\n", - " 5.0\n", - " 140\n", - " 5\n", - " 0\n", + " lung_cancer\n", + " no\n", + " 231\n", + " 8.6\n", + " 2681\n", + " 8.1\n", + " 0.5\n", " unknown\n", " \n", " \n", - " Other\n", - " 7\n", - " 5.0\n", - " 140\n", - " 5\n", - " 0\n", + " cancer_excl_lung_and_haem\n", + " no\n", + " 224\n", + " 8.4\n", + " 2660\n", + " 8.2\n", + " 0.2\n", " unknown\n", " \n", " \n", - " South Asian\n", + " yes\n", " 0\n", " 0.0\n", - " 133\n", + " 42\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " Unknown\n", - " 7\n", - " 5.9\n", - " 119\n", - " 0\n", - " 5.9\n", - " 01-Sep\n", + " haematological_cancer\n", + " no\n", + " 231\n", + " 8.6\n", + " 2681\n", + " 8.1\n", + " 0.5\n", + " unknown\n", " \n", " \n", - " White\n", - " 14\n", - " 9.5\n", - " 147\n", - " 9.5\n", + " yes\n", + " 0\n", + " 0.0\n", + " 21\n", + " 0\n", " 0\n", " unknown\n", " \n", " \n", " brand_of_first_dose\n", " Unknown\n", - " 42\n", - " 10.7\n", - " 392\n", - " 10.7\n", - " 0\n", + " 231\n", + " 17.6\n", + " 1309\n", + " 16.6\n", + " 1\n", " unknown\n", " \n", " \n", @@ -15464,117 +16939,290 @@ "" ], "text/plain": [ - " vaccinated percent total \\\n", - "category group \n", - "overall overall 42 5.3 791 \n", - "sex F 21 5.1 413 \n", - " M 21 5.6 378 \n", - "ageband_5yr 0 0 0.0 49 \n", - " 16-29 0 0.0 42 \n", - " 30-34 0 0.0 49 \n", - " 35-39 0 0.0 49 \n", - " 40-44 0 0.0 35 \n", - " 45-49 0 0.0 49 \n", - " 50-54 0 0.0 56 \n", - " 55-59 0 0.0 42 \n", - " 60-64 0 0.0 49 \n", - " 65-69 0 0.0 63 \n", - " 70-74 0 0.0 63 \n", - " 75-79 0 0.0 56 \n", - " 80-84 0 0.0 42 \n", - " 85-89 0 0.0 49 \n", - " 90+ 0 0.0 49 \n", - "ethnicity_6_groups Black 0 0.0 119 \n", - " Mixed 7 5.0 140 \n", - " Other 7 5.0 140 \n", - " South Asian 0 0.0 133 \n", - " Unknown 7 5.9 119 \n", - " White 14 9.5 147 \n", - "brand_of_first_dose Unknown 42 10.7 392 \n", + " vaccinated \\\n", + "category group \n", + "overall overall 230 \n", + "sex F 105 \n", + " M 126 \n", + "ethnicity_6_groups Black 42 \n", + " Mixed 35 \n", + " Other 49 \n", + " South Asian 49 \n", + " Unknown 35 \n", + " White 35 \n", + "ethnicity_16_groups African 14 \n", + " Bangladeshi or British Bangladeshi 14 \n", + " Caribbean 14 \n", + " Chinese 7 \n", + " Other 7 \n", + " Other Asian 21 \n", + " British or Mixed British 7 \n", + " Indian or British Indian 14 \n", + " Irish 14 \n", + " Other Black 14 \n", + " Other White 14 \n", + " Other mixed 7 \n", + " Pakistani or British Pakistani 14 \n", + " Unknown 28 \n", + " White + Asian 14 \n", + " White + Black African 14 \n", + " White + Black Caribbean 21 \n", + "imd_categories 1 Most deprived 42 \n", + " 2 56 \n", + " 3 49 \n", + " 4 35 \n", + " 5 Least deprived 42 \n", + " Unknown 7 \n", + "bmi 30+ 77 \n", + " under 30 154 \n", + "chronic_cardiac_disease no 231 \n", + " yes 0 \n", + "current_copd no 231 \n", + " yes 0 \n", + "dmards no 231 \n", + " yes 0 \n", + "dementia no 231 \n", + " yes 0 \n", + "psychosis_schiz_bipolar no 231 \n", + " yes 0 \n", + "ssri no 231 \n", + " yes 0 \n", + "chemo_or_radio no 224 \n", + " yes 0 \n", + "lung_cancer no 231 \n", + "cancer_excl_lung_and_haem no 224 \n", + " yes 0 \n", + "haematological_cancer no 231 \n", + " yes 0 \n", + "brand_of_first_dose Unknown 231 \n", "\n", - " vaccinated 7d previous (percent) \\\n", - "category group \n", - "overall overall 5.1 \n", - "sex F 5.1 \n", - " M 3.7 \n", - "ageband_5yr 0 0 \n", - " 16-29 0 \n", - " 30-34 0 \n", - " 35-39 0 \n", - " 40-44 0 \n", - " 45-49 0 \n", - " 50-54 0 \n", - " 55-59 0 \n", - " 60-64 0 \n", - " 65-69 0 \n", - " 70-74 0 \n", - " 75-79 0 \n", - " 80-84 0 \n", - " 85-89 0 \n", - " 90+ 0 \n", - "ethnicity_6_groups Black 0 \n", - " Mixed 5 \n", - " Other 5 \n", - " South Asian 0 \n", - " Unknown 0 \n", - " White 9.5 \n", - "brand_of_first_dose Unknown 10.7 \n", + " percent total \\\n", + "category group \n", + "overall overall 8.5 2702 \n", + "sex F 7.7 1372 \n", + " M 9.4 1337 \n", + "ethnicity_6_groups Black 9.5 441 \n", + " Mixed 7.1 490 \n", + " Other 10.6 462 \n", + " South Asian 10.9 448 \n", + " Unknown 8.5 413 \n", + " White 7.8 448 \n", + "ethnicity_16_groups African 8.7 161 \n", + " Bangladeshi or British Bangladeshi 10.0 140 \n", + " Caribbean 11.8 119 \n", + " Chinese 4.8 147 \n", + " Other 5.0 140 \n", + " Other Asian 13.0 161 \n", + " British or Mixed British 5.6 126 \n", + " Indian or British Indian 10.0 140 \n", + " Irish 10.0 140 \n", + " Other Black 9.5 147 \n", + " Other White 10.5 133 \n", + " Other mixed 5.3 133 \n", + " Pakistani or British Pakistani 9.1 154 \n", + " Unknown 6.8 413 \n", + " White + Asian 8.7 161 \n", + " White + Black African 9.1 154 \n", + " White + Black Caribbean 15.8 133 \n", + "imd_categories 1 Most deprived 8.6 490 \n", + " 2 10.5 532 \n", + " 3 9.5 518 \n", + " 4 6.5 539 \n", + " 5 Least deprived 8.2 511 \n", + " Unknown 6.2 112 \n", + "bmi 30+ 9.7 791 \n", + " under 30 8.1 1911 \n", + "chronic_cardiac_disease no 8.6 2674 \n", + " yes 0.0 28 \n", + "current_copd no 8.6 2681 \n", + " yes 0.0 21 \n", + "dmards no 8.6 2674 \n", + " yes 0.0 35 \n", + "dementia no 8.6 2681 \n", + " yes 0.0 28 \n", + "psychosis_schiz_bipolar no 8.6 2681 \n", + " yes 0.0 21 \n", + "ssri no 8.7 2667 \n", + " yes 0.0 35 \n", + "chemo_or_radio no 8.4 2681 \n", + " yes 0.0 28 \n", + "lung_cancer no 8.6 2681 \n", + "cancer_excl_lung_and_haem no 8.4 2660 \n", + " yes 0.0 42 \n", + "haematological_cancer no 8.6 2681 \n", + " yes 0.0 21 \n", + "brand_of_first_dose Unknown 17.6 1309 \n", "\n", - " Uptake over last 7d (percent) \\\n", - "category group \n", - "overall overall 0.2 \n", - "sex F 0 \n", - " M 1.9 \n", - "ageband_5yr 0 0 \n", - " 16-29 0 \n", - " 30-34 0 \n", - " 35-39 0 \n", - " 40-44 0 \n", - " 45-49 0 \n", - " 50-54 0 \n", - " 55-59 0 \n", - " 60-64 0 \n", - " 65-69 0 \n", - " 70-74 0 \n", - " 75-79 0 \n", - " 80-84 0 \n", - " 85-89 0 \n", - " 90+ 0 \n", - "ethnicity_6_groups Black 0 \n", - " Mixed 0 \n", - " Other 0 \n", - " South Asian 0 \n", - " Unknown 5.9 \n", - " White 0 \n", - "brand_of_first_dose Unknown 0 \n", + " vaccinated 7d previous (percent) \\\n", + "category group \n", + "overall overall 8.1 \n", + "sex F 7.1 \n", + " M 8.9 \n", + "ethnicity_6_groups Black 7.9 \n", + " Mixed 7.1 \n", + " Other 10.6 \n", + " South Asian 9.4 \n", + " Unknown 8.5 \n", + " White 6.2 \n", + "ethnicity_16_groups African 8.7 \n", + " Bangladeshi or British Bangladeshi 10 \n", + " Caribbean 11.8 \n", + " Chinese 4.8 \n", + " Other 5 \n", + " Other Asian 8.7 \n", + " British or Mixed British 5.6 \n", + " Indian or British Indian 10 \n", + " Irish 10 \n", + " Other Black 9.5 \n", + " Other White 10.5 \n", + " Other mixed 5.3 \n", + " Pakistani or British Pakistani 9.1 \n", + " Unknown 6.8 \n", + " White + Asian 8.7 \n", + " White + Black African 9.1 \n", + " White + Black Caribbean 15.8 \n", + "imd_categories 1 Most deprived 8.6 \n", + " 2 10.5 \n", + " 3 8.1 \n", + " 4 6.5 \n", + " 5 Least deprived 6.8 \n", + " Unknown 6.2 \n", + "bmi 30+ 9.7 \n", + " under 30 7.7 \n", + "chronic_cardiac_disease no 8.1 \n", + " yes 0 \n", + "current_copd no 8.1 \n", + " yes 0 \n", + "dmards no 8.1 \n", + " yes 0 \n", + "dementia no 8.1 \n", + " yes 0 \n", + "psychosis_schiz_bipolar no 8.1 \n", + " yes 0 \n", + "ssri no 8.1 \n", + " yes 0 \n", + "chemo_or_radio no 8.1 \n", + " yes 0 \n", + "lung_cancer no 8.1 \n", + "cancer_excl_lung_and_haem no 8.2 \n", + " yes 0 \n", + "haematological_cancer no 8.1 \n", + " yes 0 \n", + "brand_of_first_dose Unknown 16.6 \n", "\n", - " Date projected to reach 90% \n", - "category group \n", - "overall overall unknown \n", - "sex F unknown \n", - " M unknown \n", - "ageband_5yr 0 unknown \n", - " 16-29 unknown \n", - " 30-34 unknown \n", - " 35-39 unknown \n", - " 40-44 unknown \n", - " 45-49 unknown \n", - " 50-54 unknown \n", - " 55-59 unknown \n", - " 60-64 unknown \n", - " 65-69 unknown \n", - " 70-74 unknown \n", - " 75-79 unknown \n", - " 80-84 unknown \n", - " 85-89 unknown \n", - " 90+ unknown \n", - "ethnicity_6_groups Black unknown \n", - " Mixed unknown \n", - " Other unknown \n", - " South Asian unknown \n", - " Unknown 01-Sep \n", - " White unknown \n", - "brand_of_first_dose Unknown unknown " + " Uptake over last 7d (percent) \\\n", + "category group \n", + "overall overall 0.4 \n", + "sex F 0.6 \n", + " M 0.5 \n", + "ethnicity_6_groups Black 1.6 \n", + " Mixed 0 \n", + " Other 0 \n", + " South Asian 1.5 \n", + " Unknown 0 \n", + " White 1.6 \n", + "ethnicity_16_groups African 0 \n", + " Bangladeshi or British Bangladeshi 0 \n", + " Caribbean 0 \n", + " Chinese 0 \n", + " Other 0 \n", + " Other Asian 4.3 \n", + " British or Mixed British 0 \n", + " Indian or British Indian 0 \n", + " Irish 0 \n", + " Other Black 0 \n", + " Other White 0 \n", + " Other mixed 0 \n", + " Pakistani or British Pakistani 0 \n", + " Unknown 0 \n", + " White + Asian 0 \n", + " White + Black African 0 \n", + " White + Black Caribbean 0 \n", + "imd_categories 1 Most deprived 0 \n", + " 2 0 \n", + " 3 1.4 \n", + " 4 0 \n", + " 5 Least deprived 1.4 \n", + " Unknown 0 \n", + "bmi 30+ 0 \n", + " under 30 0.4 \n", + "chronic_cardiac_disease no 0.5 \n", + " yes 0 \n", + "current_copd no 0.5 \n", + " yes 0 \n", + "dmards no 0.5 \n", + " yes 0 \n", + "dementia no 0.5 \n", + " yes 0 \n", + "psychosis_schiz_bipolar no 0.5 \n", + " yes 0 \n", + "ssri no 0.6 \n", + " yes 0 \n", + "chemo_or_radio no 0.3 \n", + " yes 0 \n", + "lung_cancer no 0.5 \n", + "cancer_excl_lung_and_haem no 0.2 \n", + " yes 0 \n", + "haematological_cancer no 0.5 \n", + " yes 0 \n", + "brand_of_first_dose Unknown 1 \n", + "\n", + " Date projected to reach 90% \n", + "category group \n", + "overall overall unknown \n", + "sex F unknown \n", + " M unknown \n", + "ethnicity_6_groups Black unknown \n", + " Mixed unknown \n", + " Other unknown \n", + " South Asian unknown \n", + " Unknown unknown \n", + " White unknown \n", + "ethnicity_16_groups African unknown \n", + " Bangladeshi or British Bangladeshi unknown \n", + " Caribbean unknown \n", + " Chinese unknown \n", + " Other unknown \n", + " Other Asian 06-Jan \n", + " British or Mixed British unknown \n", + " Indian or British Indian unknown \n", + " Irish unknown \n", + " Other Black unknown \n", + " Other White unknown \n", + " Other mixed unknown \n", + " Pakistani or British Pakistani unknown \n", + " Unknown unknown \n", + " White + Asian unknown \n", + " White + Black African unknown \n", + " White + Black Caribbean unknown \n", + "imd_categories 1 Most deprived unknown \n", + " 2 unknown \n", + " 3 unknown \n", + " 4 unknown \n", + " 5 Least deprived unknown \n", + " Unknown unknown \n", + "bmi 30+ unknown \n", + " under 30 unknown \n", + "chronic_cardiac_disease no unknown \n", + " yes unknown \n", + "current_copd no unknown \n", + " yes unknown \n", + "dmards no unknown \n", + " yes unknown \n", + "dementia no unknown \n", + " yes unknown \n", + "psychosis_schiz_bipolar no unknown \n", + " yes unknown \n", + "ssri no unknown \n", + " yes unknown \n", + "chemo_or_radio no unknown \n", + " yes unknown \n", + "lung_cancer no unknown \n", + "cancer_excl_lung_and_haem no unknown \n", + " yes unknown \n", + "haematological_cancer no unknown \n", + " yes unknown \n", + "brand_of_first_dose Unknown unknown " ] }, "metadata": {}, @@ -15595,7 +17243,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (second dose) among **60-64** population up to 25 May 2021" + "## COVID vaccination rollout (second dose) among **55-59** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -15661,399 +17309,323 @@ " \n", " overall\n", " overall\n", - " 170\n", - " 6.4\n", - " 2674\n", - " 6.2\n", - " 0.2\n", + " 303\n", + " 10.2\n", + " 2982\n", + " 9.7\n", + " 0.5\n", " unknown\n", " \n", " \n", " sex\n", " F\n", - " 91\n", - " 6.7\n", - " 1365\n", - " 6.2\n", - " 0.5\n", + " 154\n", + " 9.9\n", + " 1554\n", + " 9.5\n", + " 0.4\n", " unknown\n", " \n", " \n", - " M\n", - " 84\n", - " 6.4\n", - " 1309\n", - " 5.9\n", + " M\n", + " 147\n", + " 10.3\n", + " 1428\n", + " 9.8\n", " 0.5\n", " unknown\n", " \n", " \n", " ethnicity_6_groups\n", " Black\n", - " 28\n", - " 6.3\n", - " 441\n", - " 6.3\n", + " 49\n", + " 10.0\n", + " 490\n", + " 10\n", " 0\n", " unknown\n", " \n", " \n", " Mixed\n", - " 21\n", - " 4.8\n", - " 434\n", - " 4.8\n", + " 49\n", + " 9.7\n", + " 504\n", + " 9.7\n", " 0\n", " unknown\n", " \n", " \n", " Other\n", - " 21\n", - " 4.4\n", - " 476\n", - " 4.4\n", - " 0\n", + " 56\n", + " 10.4\n", + " 539\n", + " 9.1\n", + " 1.3\n", " unknown\n", " \n", " \n", " South Asian\n", - " 35\n", - " 7.8\n", - " 448\n", - " 7.8\n", + " 49\n", + " 9.5\n", + " 518\n", + " 9.5\n", " 0\n", " unknown\n", " \n", " \n", " Unknown\n", - " 28\n", - " 6.7\n", - " 420\n", - " 6.7\n", + " 42\n", + " 9.5\n", + " 441\n", + " 9.5\n", " 0\n", " unknown\n", " \n", " \n", " White\n", - " 35\n", - " 7.8\n", - " 448\n", - " 6.2\n", - " 1.6\n", + " 56\n", + " 11.4\n", + " 490\n", + " 10\n", + " 1.4\n", " unknown\n", " \n", " \n", " ethnicity_16_groups\n", " African\n", - " 0\n", - " 0.0\n", - " 140\n", - " 0\n", + " 14\n", + " 7.7\n", + " 182\n", + " 7.7\n", " 0\n", " unknown\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", - " 7\n", - " 4.5\n", - " 154\n", - " 4.5\n", + " 21\n", + " 13.0\n", + " 161\n", + " 13\n", " 0\n", " unknown\n", " \n", " \n", " Caribbean\n", - " 0\n", - " 0.0\n", + " 14\n", + " 10.5\n", " 133\n", - " 0\n", + " 10.5\n", " 0\n", " unknown\n", " \n", " \n", " Chinese\n", - " 7\n", - " 5.9\n", - " 119\n", - " 5.9\n", + " 14\n", + " 8.7\n", + " 161\n", + " 8.7\n", " 0\n", " unknown\n", " \n", " \n", " Other\n", - " 7\n", - " 6.2\n", - " 112\n", - " 6.2\n", + " 14\n", + " 8.7\n", + " 161\n", + " 8.7\n", " 0\n", " unknown\n", " \n", " \n", " Other Asian\n", - " 7\n", - " 4.2\n", + " 21\n", + " 12.5\n", " 168\n", - " 4.2\n", + " 12.5\n", " 0\n", " unknown\n", " \n", " \n", " British or Mixed British\n", " 14\n", - " 10.0\n", - " 140\n", - " 10\n", + " 8.3\n", + " 168\n", + " 8.3\n", " 0\n", " unknown\n", " \n", " \n", " Indian or British Indian\n", - " 0\n", - " 0.0\n", - " 133\n", - " 0\n", + " 21\n", + " 12.5\n", + " 168\n", + " 12.5\n", " 0\n", " unknown\n", " \n", " \n", " Irish\n", - " 0\n", - " 0.0\n", - " 133\n", - " 0\n", + " 14\n", + " 10.0\n", + " 140\n", + " 10\n", " 0\n", " unknown\n", " \n", " \n", " Other Black\n", " 7\n", - " 4.8\n", - " 147\n", - " 4.8\n", + " 5.3\n", + " 133\n", + " 5.3\n", " 0\n", " unknown\n", " \n", " \n", " Other White\n", - " 7\n", - " 4.8\n", - " 147\n", - " 4.8\n", + " 21\n", + " 12.5\n", + " 168\n", + " 12.5\n", " 0\n", " unknown\n", " \n", " \n", " Other mixed\n", " 14\n", - " 12.5\n", - " 112\n", - " 12.5\n", + " 9.5\n", + " 147\n", + " 9.5\n", " 0\n", " unknown\n", " \n", " \n", " Pakistani or British Pakistani\n", " 14\n", - " 10.0\n", - " 140\n", - " 5\n", - " 5\n", - " 14-Sep\n", + " 8.3\n", + " 168\n", + " 8.3\n", + " 0\n", + " unknown\n", " \n", " \n", " Unknown\n", - " 28\n", - " 6.9\n", - " 406\n", - " 6.9\n", - " 0\n", + " 42\n", + " 9.8\n", + " 427\n", + " 8.2\n", + " 1.6\n", " unknown\n", " \n", " \n", " White + Asian\n", " 14\n", - " 9.5\n", - " 147\n", - " 9.5\n", + " 9.1\n", + " 154\n", + " 9.1\n", " 0\n", " unknown\n", " \n", " \n", " White + Black African\n", - " 7\n", - " 4.0\n", - " 175\n", - " 4\n", + " 14\n", + " 8.3\n", + " 168\n", + " 8.3\n", " 0\n", " unknown\n", " \n", " \n", " White + Black Caribbean\n", - " 0\n", - " 0.0\n", + " 14\n", + " 8.3\n", " 168\n", - " 0\n", + " 8.3\n", " 0\n", " unknown\n", " \n", " \n", " imd_categories\n", " 1 Most deprived\n", - " 35\n", - " 6.7\n", - " 525\n", - " 6.7\n", - " 0\n", - " unknown\n", - " \n", - " \n", - " 2\n", - " 21\n", - " 4.1\n", - " 511\n", - " 4.1\n", - " 0\n", - " unknown\n", - " \n", - " \n", - " 3\n", - " 35\n", - " 6.7\n", - " 525\n", - " 6.7\n", - " 0\n", - " unknown\n", - " \n", - " \n", - " 4\n", - " 35\n", - " 7.4\n", - " 476\n", - " 7.4\n", - " 0\n", - " unknown\n", - " \n", - " \n", - " 5 Least deprived\n", - " 35\n", - " 6.8\n", - " 511\n", - " 6.8\n", - " 0\n", - " unknown\n", - " \n", - " \n", - " Unknown\n", - " 7\n", - " 6.2\n", - " 112\n", - " 6.2\n", - " 0\n", - " unknown\n", - " \n", - " \n", - " bmi\n", - " 30+\n", - " 42\n", - " 5.3\n", - " 798\n", - " 4.4\n", - " 0.9\n", - " unknown\n", - " \n", - " \n", - " under 30\n", - " 133\n", - " 7.1\n", - " 1876\n", - " 6.7\n", - " 0.4\n", - " unknown\n", - " \n", - " \n", - " chronic_cardiac_disease\n", - " no\n", - " 168\n", - " 6.3\n", - " 2653\n", - " 6.3\n", - " 0\n", + " 56\n", + " 9.8\n", + " 574\n", + " 8.5\n", + " 1.3\n", " unknown\n", " \n", - " \n", - " yes\n", - " 0\n", - " 0.0\n", - " 21\n", - " 0\n", + " \n", + " 2\n", + " 63\n", + " 11.0\n", + " 574\n", + " 11\n", " 0\n", " unknown\n", " \n", " \n", - " current_copd\n", - " no\n", - " 168\n", - " 6.3\n", - " 2646\n", - " 6.1\n", - " 0.2\n", + " 3\n", + " 63\n", + " 11.5\n", + " 546\n", + " 10.3\n", + " 1.2\n", " unknown\n", " \n", " \n", - " yes\n", - " 0\n", - " 0.0\n", - " 28\n", - " 0\n", - " 0\n", + " 4\n", + " 56\n", + " 9.8\n", + " 574\n", + " 8.5\n", + " 1.3\n", " unknown\n", " \n", " \n", - " dmards\n", - " no\n", - " 168\n", - " 6.4\n", - " 2639\n", - " 6.1\n", - " 0.3\n", + " 5 Least deprived\n", + " 49\n", + " 8.6\n", + " 567\n", + " 8.6\n", + " 0\n", " unknown\n", " \n", " \n", - " yes\n", - " 0\n", - " 0.0\n", - " 35\n", - " 0\n", + " Unknown\n", + " 21\n", + " 14.3\n", + " 147\n", + " 14.3\n", " 0\n", " unknown\n", " \n", " \n", - " dementia\n", - " no\n", - " 168\n", - " 6.3\n", - " 2653\n", - " 6.3\n", - " 0\n", + " bmi\n", + " 30+\n", + " 98\n", + " 11.1\n", + " 882\n", + " 10.3\n", + " 0.8\n", " unknown\n", " \n", " \n", - " yes\n", - " 0\n", - " 0.0\n", - " 21\n", - " 0\n", - " 0\n", + " under 30\n", + " 210\n", + " 10.0\n", + " 2100\n", + " 9.3\n", + " 0.7\n", " unknown\n", " \n", " \n", - " psychosis_schiz_bipolar\n", + " chronic_cardiac_disease\n", " no\n", - " 168\n", - " 6.3\n", - " 2646\n", - " 6.1\n", - " 0.2\n", + " 301\n", + " 10.2\n", + " 2954\n", + " 9.7\n", + " 0.5\n", " unknown\n", " \n", " \n", @@ -16066,60 +17638,50 @@ " unknown\n", " \n", " \n", - " ssri\n", + " current_copd\n", " no\n", - " 168\n", - " 6.4\n", - " 2639\n", - " 6.1\n", - " 0.3\n", + " 301\n", + " 10.2\n", + " 2961\n", + " 9.7\n", + " 0.5\n", " unknown\n", " \n", " \n", " yes\n", " 0\n", " 0.0\n", - " 28\n", + " 21\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " chemo_or_radio\n", + " dmards\n", " no\n", - " 168\n", - " 6.4\n", - " 2639\n", - " 6.1\n", - " 0.3\n", + " 301\n", + " 10.2\n", + " 2961\n", + " 9.7\n", + " 0.5\n", " unknown\n", " \n", " \n", " yes\n", " 0\n", " 0.0\n", - " 35\n", - " 0\n", + " 21\n", " 0\n", - " unknown\n", - " \n", - " \n", - " lung_cancer\n", - " no\n", - " 168\n", - " 6.3\n", - " 2660\n", - " 6.3\n", " 0\n", " unknown\n", " \n", " \n", - " cancer_excl_lung_and_haem\n", + " psychosis_schiz_bipolar\n", " no\n", - " 168\n", - " 6.3\n", - " 2646\n", - " 6.1\n", + " 294\n", + " 10.0\n", + " 2940\n", + " 9.8\n", " 0.2\n", " unknown\n", " \n", @@ -16127,26 +17689,26 @@ " yes\n", " 0\n", " 0.0\n", - " 21\n", + " 42\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " haematological_cancer\n", + " ssri\n", " no\n", - " 168\n", - " 6.4\n", - " 2639\n", - " 6.4\n", - " 0\n", + " 301\n", + " 10.2\n", + " 2954\n", + " 9.7\n", + " 0.5\n", " unknown\n", " \n", " \n", " yes\n", " 0\n", " 0.0\n", - " 35\n", + " 28\n", " 0\n", " 0\n", " unknown\n", @@ -16154,11 +17716,11 @@ " \n", " brand_of_first_dose\n", " Unknown\n", - " 168\n", - " 12.9\n", - " 1302\n", - " 12.9\n", - " 0\n", + " 301\n", + " 19.6\n", + " 1533\n", + " 18.7\n", + " 0.9\n", " unknown\n", " \n", " \n", @@ -16166,290 +17728,245 @@ "" ], "text/plain": [ - " vaccinated \\\n", - "category group \n", - "overall overall 170 \n", - "sex F 91 \n", - " M 84 \n", - "ethnicity_6_groups Black 28 \n", - " Mixed 21 \n", - " Other 21 \n", - " South Asian 35 \n", - " Unknown 28 \n", - " White 35 \n", - "ethnicity_16_groups African 0 \n", - " Bangladeshi or British Bangladeshi 7 \n", - " Caribbean 0 \n", - " Chinese 7 \n", - " Other 7 \n", - " Other Asian 7 \n", - " British or Mixed British 14 \n", - " Indian or British Indian 0 \n", - " Irish 0 \n", - " Other Black 7 \n", - " Other White 7 \n", - " Other mixed 14 \n", - " Pakistani or British Pakistani 14 \n", - " Unknown 28 \n", - " White + Asian 14 \n", - " White + Black African 7 \n", - " White + Black Caribbean 0 \n", - "imd_categories 1 Most deprived 35 \n", - " 2 21 \n", - " 3 35 \n", - " 4 35 \n", - " 5 Least deprived 35 \n", - " Unknown 7 \n", - "bmi 30+ 42 \n", - " under 30 133 \n", - "chronic_cardiac_disease no 168 \n", - " yes 0 \n", - "current_copd no 168 \n", - " yes 0 \n", - "dmards no 168 \n", - " yes 0 \n", - "dementia no 168 \n", - " yes 0 \n", - "psychosis_schiz_bipolar no 168 \n", - " yes 0 \n", - "ssri no 168 \n", - " yes 0 \n", - "chemo_or_radio no 168 \n", - " yes 0 \n", - "lung_cancer no 168 \n", - "cancer_excl_lung_and_haem no 168 \n", - " yes 0 \n", - "haematological_cancer no 168 \n", - " yes 0 \n", - "brand_of_first_dose Unknown 168 \n", - "\n", - " percent total \\\n", - "category group \n", - "overall overall 6.4 2674 \n", - "sex F 6.7 1365 \n", - " M 6.4 1309 \n", - "ethnicity_6_groups Black 6.3 441 \n", - " Mixed 4.8 434 \n", - " Other 4.4 476 \n", - " South Asian 7.8 448 \n", - " Unknown 6.7 420 \n", - " White 7.8 448 \n", - "ethnicity_16_groups African 0.0 140 \n", - " Bangladeshi or British Bangladeshi 4.5 154 \n", - " Caribbean 0.0 133 \n", - " Chinese 5.9 119 \n", - " Other 6.2 112 \n", - " Other Asian 4.2 168 \n", - " British or Mixed British 10.0 140 \n", - " Indian or British Indian 0.0 133 \n", - " Irish 0.0 133 \n", - " Other Black 4.8 147 \n", - " Other White 4.8 147 \n", - " Other mixed 12.5 112 \n", - " Pakistani or British Pakistani 10.0 140 \n", - " Unknown 6.9 406 \n", - " White + Asian 9.5 147 \n", - " White + Black African 4.0 175 \n", - " White + Black Caribbean 0.0 168 \n", - "imd_categories 1 Most deprived 6.7 525 \n", - " 2 4.1 511 \n", - " 3 6.7 525 \n", - " 4 7.4 476 \n", - " 5 Least deprived 6.8 511 \n", - " Unknown 6.2 112 \n", - "bmi 30+ 5.3 798 \n", - " under 30 7.1 1876 \n", - "chronic_cardiac_disease no 6.3 2653 \n", - " yes 0.0 21 \n", - "current_copd no 6.3 2646 \n", - " yes 0.0 28 \n", - "dmards no 6.4 2639 \n", - " yes 0.0 35 \n", - "dementia no 6.3 2653 \n", - " yes 0.0 21 \n", - "psychosis_schiz_bipolar no 6.3 2646 \n", - " yes 0.0 28 \n", - "ssri no 6.4 2639 \n", - " yes 0.0 28 \n", - "chemo_or_radio no 6.4 2639 \n", - " yes 0.0 35 \n", - "lung_cancer no 6.3 2660 \n", - "cancer_excl_lung_and_haem no 6.3 2646 \n", - " yes 0.0 21 \n", - "haematological_cancer no 6.4 2639 \n", - " yes 0.0 35 \n", - "brand_of_first_dose Unknown 12.9 1302 \n", - "\n", - " vaccinated 7d previous (percent) \\\n", - "category group \n", - "overall overall 6.2 \n", - "sex F 6.2 \n", - " M 5.9 \n", - "ethnicity_6_groups Black 6.3 \n", - " Mixed 4.8 \n", - " Other 4.4 \n", - " South Asian 7.8 \n", - " Unknown 6.7 \n", - " White 6.2 \n", - "ethnicity_16_groups African 0 \n", - " Bangladeshi or British Bangladeshi 4.5 \n", - " Caribbean 0 \n", - " Chinese 5.9 \n", - " Other 6.2 \n", - " Other Asian 4.2 \n", - " British or Mixed British 10 \n", - " Indian or British Indian 0 \n", - " Irish 0 \n", - " Other Black 4.8 \n", - " Other White 4.8 \n", - " Other mixed 12.5 \n", - " Pakistani or British Pakistani 5 \n", - " Unknown 6.9 \n", - " White + Asian 9.5 \n", - " White + Black African 4 \n", - " White + Black Caribbean 0 \n", - "imd_categories 1 Most deprived 6.7 \n", - " 2 4.1 \n", - " 3 6.7 \n", - " 4 7.4 \n", - " 5 Least deprived 6.8 \n", - " Unknown 6.2 \n", - "bmi 30+ 4.4 \n", - " under 30 6.7 \n", - "chronic_cardiac_disease no 6.3 \n", - " yes 0 \n", - "current_copd no 6.1 \n", - " yes 0 \n", - "dmards no 6.1 \n", - " yes 0 \n", - "dementia no 6.3 \n", - " yes 0 \n", - "psychosis_schiz_bipolar no 6.1 \n", - " yes 0 \n", - "ssri no 6.1 \n", - " yes 0 \n", - "chemo_or_radio no 6.1 \n", - " yes 0 \n", - "lung_cancer no 6.3 \n", - "cancer_excl_lung_and_haem no 6.1 \n", - " yes 0 \n", - "haematological_cancer no 6.4 \n", - " yes 0 \n", - "brand_of_first_dose Unknown 12.9 \n", - "\n", - " Uptake over last 7d (percent) \\\n", - "category group \n", - "overall overall 0.2 \n", - "sex F 0.5 \n", - " M 0.5 \n", - "ethnicity_6_groups Black 0 \n", - " Mixed 0 \n", - " Other 0 \n", - " South Asian 0 \n", - " Unknown 0 \n", - " White 1.6 \n", - "ethnicity_16_groups African 0 \n", - " Bangladeshi or British Bangladeshi 0 \n", - " Caribbean 0 \n", - " Chinese 0 \n", - " Other 0 \n", - " Other Asian 0 \n", - " British or Mixed British 0 \n", - " Indian or British Indian 0 \n", - " Irish 0 \n", - " Other Black 0 \n", - " Other White 0 \n", - " Other mixed 0 \n", - " Pakistani or British Pakistani 5 \n", - " Unknown 0 \n", - " White + Asian 0 \n", - " White + Black African 0 \n", - " White + Black Caribbean 0 \n", - "imd_categories 1 Most deprived 0 \n", - " 2 0 \n", - " 3 0 \n", - " 4 0 \n", - " 5 Least deprived 0 \n", - " Unknown 0 \n", - "bmi 30+ 0.9 \n", - " under 30 0.4 \n", - "chronic_cardiac_disease no 0 \n", - " yes 0 \n", - "current_copd no 0.2 \n", - " yes 0 \n", - "dmards no 0.3 \n", - " yes 0 \n", - "dementia no 0 \n", - " yes 0 \n", - "psychosis_schiz_bipolar no 0.2 \n", - " yes 0 \n", - "ssri no 0.3 \n", - " yes 0 \n", - "chemo_or_radio no 0.3 \n", - " yes 0 \n", - "lung_cancer no 0 \n", - "cancer_excl_lung_and_haem no 0.2 \n", - " yes 0 \n", - "haematological_cancer no 0 \n", - " yes 0 \n", - "brand_of_first_dose Unknown 0 \n", + " vaccinated \\\n", + "category group \n", + "overall overall 303 \n", + "sex F 154 \n", + " M 147 \n", + "ethnicity_6_groups Black 49 \n", + " Mixed 49 \n", + " Other 56 \n", + " South Asian 49 \n", + " Unknown 42 \n", + " White 56 \n", + "ethnicity_16_groups African 14 \n", + " Bangladeshi or British Bangladeshi 21 \n", + " Caribbean 14 \n", + " Chinese 14 \n", + " Other 14 \n", + " Other Asian 21 \n", + " British or Mixed British 14 \n", + " Indian or British Indian 21 \n", + " Irish 14 \n", + " Other Black 7 \n", + " Other White 21 \n", + " Other mixed 14 \n", + " Pakistani or British Pakistani 14 \n", + " Unknown 42 \n", + " White + Asian 14 \n", + " White + Black African 14 \n", + " White + Black Caribbean 14 \n", + "imd_categories 1 Most deprived 56 \n", + " 2 63 \n", + " 3 63 \n", + " 4 56 \n", + " 5 Least deprived 49 \n", + " Unknown 21 \n", + "bmi 30+ 98 \n", + " under 30 210 \n", + "chronic_cardiac_disease no 301 \n", + " yes 0 \n", + "current_copd no 301 \n", + " yes 0 \n", + "dmards no 301 \n", + " yes 0 \n", + "psychosis_schiz_bipolar no 294 \n", + " yes 0 \n", + "ssri no 301 \n", + " yes 0 \n", + "brand_of_first_dose Unknown 301 \n", "\n", - " Date projected to reach 90% \n", - "category group \n", - "overall overall unknown \n", - "sex F unknown \n", - " M unknown \n", - "ethnicity_6_groups Black unknown \n", - " Mixed unknown \n", - " Other unknown \n", - " South Asian unknown \n", - " Unknown unknown \n", - " White unknown \n", - "ethnicity_16_groups African unknown \n", - " Bangladeshi or British Bangladeshi unknown \n", - " Caribbean unknown \n", - " Chinese unknown \n", - " Other unknown \n", - " Other Asian unknown \n", - " British or Mixed British unknown \n", - " Indian or British Indian unknown \n", - " Irish unknown \n", - " Other Black unknown \n", - " Other White unknown \n", - " Other mixed unknown \n", - " Pakistani or British Pakistani 14-Sep \n", - " Unknown unknown \n", - " White + Asian unknown \n", - " White + Black African unknown \n", - " White + Black Caribbean unknown \n", - "imd_categories 1 Most deprived unknown \n", - " 2 unknown \n", - " 3 unknown \n", - " 4 unknown \n", - " 5 Least deprived unknown \n", - " Unknown unknown \n", - "bmi 30+ unknown \n", - " under 30 unknown \n", - "chronic_cardiac_disease no unknown \n", - " yes unknown \n", - "current_copd no unknown \n", - " yes unknown \n", - "dmards no unknown \n", - " yes unknown \n", - "dementia no unknown \n", - " yes unknown \n", - "psychosis_schiz_bipolar no unknown \n", - " yes unknown \n", - "ssri no unknown \n", - " yes unknown \n", - "chemo_or_radio no unknown \n", - " yes unknown \n", - "lung_cancer no unknown \n", - "cancer_excl_lung_and_haem no unknown \n", - " yes unknown \n", - "haematological_cancer no unknown \n", - " yes unknown \n", - "brand_of_first_dose Unknown unknown " + " percent total \\\n", + "category group \n", + "overall overall 10.2 2982 \n", + "sex F 9.9 1554 \n", + " M 10.3 1428 \n", + "ethnicity_6_groups Black 10.0 490 \n", + " Mixed 9.7 504 \n", + " Other 10.4 539 \n", + " South Asian 9.5 518 \n", + " Unknown 9.5 441 \n", + " White 11.4 490 \n", + "ethnicity_16_groups African 7.7 182 \n", + " Bangladeshi or British Bangladeshi 13.0 161 \n", + " Caribbean 10.5 133 \n", + " Chinese 8.7 161 \n", + " Other 8.7 161 \n", + " Other Asian 12.5 168 \n", + " British or Mixed British 8.3 168 \n", + " Indian or British Indian 12.5 168 \n", + " Irish 10.0 140 \n", + " Other Black 5.3 133 \n", + " Other White 12.5 168 \n", + " Other mixed 9.5 147 \n", + " Pakistani or British Pakistani 8.3 168 \n", + " Unknown 9.8 427 \n", + " White + Asian 9.1 154 \n", + " White + Black African 8.3 168 \n", + " White + Black Caribbean 8.3 168 \n", + "imd_categories 1 Most deprived 9.8 574 \n", + " 2 11.0 574 \n", + " 3 11.5 546 \n", + " 4 9.8 574 \n", + " 5 Least deprived 8.6 567 \n", + " Unknown 14.3 147 \n", + "bmi 30+ 11.1 882 \n", + " under 30 10.0 2100 \n", + "chronic_cardiac_disease no 10.2 2954 \n", + " yes 0.0 28 \n", + "current_copd no 10.2 2961 \n", + " yes 0.0 21 \n", + "dmards no 10.2 2961 \n", + " yes 0.0 21 \n", + "psychosis_schiz_bipolar no 10.0 2940 \n", + " yes 0.0 42 \n", + "ssri no 10.2 2954 \n", + " yes 0.0 28 \n", + "brand_of_first_dose Unknown 19.6 1533 \n", + "\n", + " vaccinated 7d previous (percent) \\\n", + "category group \n", + "overall overall 9.7 \n", + "sex F 9.5 \n", + " M 9.8 \n", + "ethnicity_6_groups Black 10 \n", + " Mixed 9.7 \n", + " Other 9.1 \n", + " South Asian 9.5 \n", + " Unknown 9.5 \n", + " White 10 \n", + "ethnicity_16_groups African 7.7 \n", + " Bangladeshi or British Bangladeshi 13 \n", + " Caribbean 10.5 \n", + " Chinese 8.7 \n", + " Other 8.7 \n", + " Other Asian 12.5 \n", + " British or Mixed British 8.3 \n", + " Indian or British Indian 12.5 \n", + " Irish 10 \n", + " Other Black 5.3 \n", + " Other White 12.5 \n", + " Other mixed 9.5 \n", + " Pakistani or British Pakistani 8.3 \n", + " Unknown 8.2 \n", + " White + Asian 9.1 \n", + " White + Black African 8.3 \n", + " White + Black Caribbean 8.3 \n", + "imd_categories 1 Most deprived 8.5 \n", + " 2 11 \n", + " 3 10.3 \n", + " 4 8.5 \n", + " 5 Least deprived 8.6 \n", + " Unknown 14.3 \n", + "bmi 30+ 10.3 \n", + " under 30 9.3 \n", + "chronic_cardiac_disease no 9.7 \n", + " yes 0 \n", + "current_copd no 9.7 \n", + " yes 0 \n", + "dmards no 9.7 \n", + " yes 0 \n", + "psychosis_schiz_bipolar no 9.8 \n", + " yes 0 \n", + "ssri no 9.7 \n", + " yes 0 \n", + "brand_of_first_dose Unknown 18.7 \n", + "\n", + " Uptake over last 7d (percent) \\\n", + "category group \n", + "overall overall 0.5 \n", + "sex F 0.4 \n", + " M 0.5 \n", + "ethnicity_6_groups Black 0 \n", + " Mixed 0 \n", + " Other 1.3 \n", + " South Asian 0 \n", + " Unknown 0 \n", + " White 1.4 \n", + "ethnicity_16_groups African 0 \n", + " Bangladeshi or British Bangladeshi 0 \n", + " Caribbean 0 \n", + " Chinese 0 \n", + " Other 0 \n", + " Other Asian 0 \n", + " British or Mixed British 0 \n", + " Indian or British Indian 0 \n", + " Irish 0 \n", + " Other Black 0 \n", + " Other White 0 \n", + " Other mixed 0 \n", + " Pakistani or British Pakistani 0 \n", + " Unknown 1.6 \n", + " White + Asian 0 \n", + " White + Black African 0 \n", + " White + Black Caribbean 0 \n", + "imd_categories 1 Most deprived 1.3 \n", + " 2 0 \n", + " 3 1.2 \n", + " 4 1.3 \n", + " 5 Least deprived 0 \n", + " Unknown 0 \n", + "bmi 30+ 0.8 \n", + " under 30 0.7 \n", + "chronic_cardiac_disease no 0.5 \n", + " yes 0 \n", + "current_copd no 0.5 \n", + " yes 0 \n", + "dmards no 0.5 \n", + " yes 0 \n", + "psychosis_schiz_bipolar no 0.2 \n", + " yes 0 \n", + "ssri no 0.5 \n", + " yes 0 \n", + "brand_of_first_dose Unknown 0.9 \n", + "\n", + " Date projected to reach 90% \n", + "category group \n", + "overall overall unknown \n", + "sex F unknown \n", + " M unknown \n", + "ethnicity_6_groups Black unknown \n", + " Mixed unknown \n", + " Other unknown \n", + " South Asian unknown \n", + " Unknown unknown \n", + " White unknown \n", + "ethnicity_16_groups African unknown \n", + " Bangladeshi or British Bangladeshi unknown \n", + " Caribbean unknown \n", + " Chinese unknown \n", + " Other unknown \n", + " Other Asian unknown \n", + " British or Mixed British unknown \n", + " Indian or British Indian unknown \n", + " Irish unknown \n", + " Other Black unknown \n", + " Other White unknown \n", + " Other mixed unknown \n", + " Pakistani or British Pakistani unknown \n", + " Unknown unknown \n", + " White + Asian unknown \n", + " White + Black African unknown \n", + " White + Black Caribbean unknown \n", + "imd_categories 1 Most deprived unknown \n", + " 2 unknown \n", + " 3 unknown \n", + " 4 unknown \n", + " 5 Least deprived unknown \n", + " Unknown unknown \n", + "bmi 30+ unknown \n", + " under 30 unknown \n", + "chronic_cardiac_disease no unknown \n", + " yes unknown \n", + "current_copd no unknown \n", + " yes unknown \n", + "dmards no unknown \n", + " yes unknown \n", + "psychosis_schiz_bipolar no unknown \n", + " yes unknown \n", + "ssri no unknown \n", + " yes unknown \n", + "brand_of_first_dose Unknown unknown " ] }, "metadata": {}, @@ -16470,7 +17987,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (second dose) among **55-59** population up to 25 May 2021" + "## COVID vaccination rollout (second dose) among **50-54** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -16536,323 +18053,323 @@ " \n", " overall\n", " overall\n", - " 169\n", - " 5.6\n", - " 3024\n", - " 5.5\n", - " 0.1\n", + " 352\n", + " 10.2\n", + " 3437\n", + " 9.9\n", + " 0.3\n", " unknown\n", " \n", " \n", " sex\n", " F\n", - " 84\n", - " 5.4\n", - " 1554\n", - " 5.4\n", + " 175\n", + " 9.9\n", + " 1764\n", + " 9.9\n", " 0\n", " unknown\n", " \n", " \n", " M\n", - " 84\n", - " 5.7\n", - " 1470\n", - " 5.7\n", - " 0\n", + " 175\n", + " 10.5\n", + " 1673\n", + " 10\n", + " 0.5\n", " unknown\n", " \n", " \n", " ethnicity_6_groups\n", " Black\n", - " 28\n", - " 5.9\n", - " 476\n", - " 5.9\n", + " 49\n", + " 8.9\n", + " 553\n", + " 8.9\n", " 0\n", " unknown\n", " \n", " \n", " Mixed\n", - " 42\n", - " 7.5\n", - " 560\n", - " 7.5\n", - " 0\n", + " 63\n", + " 11.1\n", + " 567\n", + " 9.9\n", + " 1.2\n", " unknown\n", " \n", " \n", " Other\n", - " 28\n", - " 5.2\n", - " 539\n", - " 5.2\n", + " 63\n", + " 10.8\n", + " 581\n", + " 10.8\n", " 0\n", " unknown\n", " \n", " \n", " South Asian\n", - " 21\n", - " 4.2\n", - " 504\n", - " 4.2\n", + " 56\n", + " 9.5\n", + " 588\n", + " 9.5\n", " 0\n", " unknown\n", " \n", " \n", " Unknown\n", - " 21\n", - " 4.6\n", - " 455\n", - " 4.6\n", - " 0\n", + " 63\n", + " 12.0\n", + " 525\n", + " 10.7\n", + " 1.3\n", " unknown\n", " \n", " \n", " White\n", - " 28\n", - " 5.8\n", - " 483\n", - " 4.3\n", - " 1.5\n", + " 56\n", + " 9.1\n", + " 616\n", + " 9.1\n", + " 0\n", " unknown\n", " \n", " \n", " ethnicity_16_groups\n", " African\n", " 7\n", - " 4.3\n", - " 161\n", - " 4.3\n", + " 4.0\n", + " 175\n", + " 4\n", " 0\n", " unknown\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", - " 7\n", - " 5.6\n", - " 126\n", - " 5.6\n", + " 21\n", + " 10.0\n", + " 210\n", + " 10\n", " 0\n", " unknown\n", " \n", " \n", " Caribbean\n", - " 7\n", - " 4.8\n", - " 147\n", - " 4.8\n", + " 21\n", + " 10.7\n", + " 196\n", + " 10.7\n", " 0\n", " unknown\n", " \n", " \n", " Chinese\n", - " 7\n", - " 4.2\n", - " 168\n", - " 4.2\n", + " 28\n", + " 15.4\n", + " 182\n", + " 15.4\n", " 0\n", " unknown\n", " \n", " \n", " Other\n", - " 7\n", - " 4.2\n", - " 168\n", + " 21\n", + " 11.5\n", + " 182\n", + " 11.5\n", " 0\n", - " 4.2\n", - " 15-Oct\n", + " unknown\n", " \n", " \n", " Other Asian\n", " 14\n", - " 8.7\n", - " 161\n", - " 8.7\n", + " 7.1\n", + " 196\n", + " 7.1\n", " 0\n", " unknown\n", " \n", " \n", " British or Mixed British\n", - " 7\n", - " 4.3\n", - " 161\n", - " 4.3\n", + " 14\n", + " 7.7\n", + " 182\n", + " 7.7\n", " 0\n", " unknown\n", " \n", " \n", " Indian or British Indian\n", - " 7\n", - " 4.0\n", - " 175\n", + " 21\n", + " 12.5\n", + " 168\n", + " 12.5\n", " 0\n", - " 4\n", - " 22-Oct\n", + " unknown\n", " \n", " \n", " Irish\n", - " 7\n", - " 4.2\n", - " 168\n", - " 4.2\n", + " 14\n", + " 10.0\n", + " 140\n", + " 10\n", " 0\n", " unknown\n", " \n", " \n", " Other Black\n", - " 14\n", - " 7.7\n", - " 182\n", - " 7.7\n", + " 21\n", + " 10.0\n", + " 210\n", + " 10\n", " 0\n", " unknown\n", " \n", " \n", " Other White\n", - " 7\n", - " 4.3\n", - " 161\n", - " 4.3\n", + " 21\n", + " 11.5\n", + " 182\n", + " 11.5\n", " 0\n", " unknown\n", " \n", " \n", " Other mixed\n", - " 7\n", - " 4.3\n", - " 161\n", - " 4.3\n", - " 0\n", - " unknown\n", + " 21\n", + " 12.5\n", + " 168\n", + " 8.3\n", + " 4.2\n", + " 10-Jan\n", " \n", " \n", " Pakistani or British Pakistani\n", - " 14\n", - " 7.4\n", - " 189\n", - " 7.4\n", + " 21\n", + " 10.3\n", + " 203\n", + " 10.3\n", " 0\n", " unknown\n", " \n", " \n", " Unknown\n", - " 21\n", - " 4.8\n", - " 434\n", - " 4.8\n", + " 49\n", + " 10.4\n", + " 469\n", + " 10.4\n", " 0\n", " unknown\n", " \n", " \n", " White + Asian\n", - " 14\n", - " 9.5\n", - " 147\n", - " 9.5\n", + " 21\n", + " 10.3\n", + " 203\n", + " 10.3\n", " 0\n", " unknown\n", " \n", " \n", " White + Black African\n", - " 0\n", - " 0.0\n", - " 161\n", - " 0\n", + " 14\n", + " 7.7\n", + " 182\n", + " 7.7\n", " 0\n", " unknown\n", " \n", " \n", " White + Black Caribbean\n", - " 14\n", - " 8.7\n", - " 161\n", - " 8.7\n", - " 0\n", - " unknown\n", + " 28\n", + " 14.8\n", + " 189\n", + " 11.1\n", + " 3.7\n", + " 23-Jan\n", " \n", " \n", " imd_categories\n", " 1 Most deprived\n", - " 28\n", - " 5.1\n", - " 553\n", - " 5.1\n", + " 56\n", + " 9.0\n", + " 623\n", + " 9\n", " 0\n", " unknown\n", " \n", " \n", " 2\n", - " 42\n", - " 7.1\n", - " 588\n", - " 6\n", - " 1.1\n", + " 70\n", + " 10.6\n", + " 658\n", + " 10.6\n", + " 0\n", " unknown\n", " \n", " \n", " 3\n", - " 35\n", - " 6.2\n", - " 567\n", - " 6.2\n", - " 0\n", + " 70\n", + " 10.5\n", + " 665\n", + " 9.5\n", + " 1\n", " unknown\n", " \n", " \n", " 4\n", - " 35\n", - " 5.6\n", - " 623\n", - " 5.6\n", + " 77\n", + " 11.5\n", + " 672\n", + " 11.5\n", " 0\n", " unknown\n", " \n", " \n", " 5 Least deprived\n", - " 28\n", - " 5.1\n", - " 546\n", - " 5.1\n", + " 63\n", + " 9.7\n", + " 651\n", + " 9.7\n", " 0\n", " unknown\n", " \n", " \n", " Unknown\n", - " 7\n", - " 5.0\n", - " 140\n", - " 5\n", + " 14\n", + " 8.0\n", + " 175\n", + " 8\n", " 0\n", " unknown\n", " \n", " \n", " bmi\n", " 30+\n", - " 56\n", - " 5.8\n", - " 959\n", - " 5.1\n", + " 98\n", + " 9.9\n", + " 994\n", + " 9.2\n", " 0.7\n", " unknown\n", " \n", " \n", " under 30\n", - " 119\n", - " 5.8\n", - " 2065\n", - " 5.4\n", - " 0.4\n", + " 252\n", + " 10.3\n", + " 2443\n", + " 10\n", + " 0.3\n", " unknown\n", " \n", " \n", " chronic_cardiac_disease\n", " no\n", - " 168\n", - " 5.6\n", - " 2982\n", - " 5.4\n", - " 0.2\n", + " 350\n", + " 10.3\n", + " 3395\n", + " 9.9\n", + " 0.4\n", " unknown\n", " \n", " \n", @@ -16867,59 +18384,49 @@ " \n", " current_copd\n", " no\n", - " 168\n", - " 5.6\n", - " 2996\n", - " 5.4\n", - " 0.2\n", + " 350\n", + " 10.3\n", + " 3395\n", + " 9.9\n", + " 0.4\n", " unknown\n", " \n", " \n", " yes\n", " 0\n", " 0.0\n", - " 21\n", - " 0\n", + " 42\n", " 0\n", - " unknown\n", - " \n", - " \n", - " dmards\n", - " no\n", - " 168\n", - " 5.6\n", - " 2989\n", - " 5.6\n", " 0\n", " unknown\n", " \n", " \n", - " psychosis_schiz_bipolar\n", + " dmards\n", " no\n", - " 168\n", - " 5.6\n", - " 2996\n", - " 5.4\n", - " 0.2\n", + " 350\n", + " 10.3\n", + " 3402\n", + " 9.9\n", + " 0.4\n", " unknown\n", " \n", " \n", " yes\n", " 0\n", " 0.0\n", - " 28\n", + " 35\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " ssri\n", + " psychosis_schiz_bipolar\n", " no\n", - " 168\n", - " 5.6\n", - " 2989\n", - " 5.4\n", - " 0.2\n", + " 350\n", + " 10.3\n", + " 3395\n", + " 9.9\n", + " 0.4\n", " unknown\n", " \n", " \n", @@ -16932,22 +18439,32 @@ " unknown\n", " \n", " \n", - " brand_of_first_dose\n", - " Pfizer\n", + " ssri\n", + " no\n", + " 350\n", + " 10.3\n", + " 3395\n", + " 9.9\n", + " 0.4\n", + " unknown\n", + " \n", + " \n", + " yes\n", " 0\n", " 0.0\n", + " 42\n", " 0\n", - " NaN\n", " 0\n", " unknown\n", " \n", " \n", + " brand_of_first_dose\n", " Unknown\n", - " 168\n", - " 11.4\n", - " 1477\n", - " 10.9\n", - " 0.5\n", + " 350\n", + " 20.2\n", + " 1736\n", + " 19.8\n", + " 0.4\n", " unknown\n", " \n", " \n", @@ -16957,195 +18474,195 @@ "text/plain": [ " vaccinated \\\n", "category group \n", - "overall overall 169 \n", - "sex F 84 \n", - " M 84 \n", - "ethnicity_6_groups Black 28 \n", - " Mixed 42 \n", - " Other 28 \n", - " South Asian 21 \n", - " Unknown 21 \n", - " White 28 \n", + "overall overall 352 \n", + "sex F 175 \n", + " M 175 \n", + "ethnicity_6_groups Black 49 \n", + " Mixed 63 \n", + " Other 63 \n", + " South Asian 56 \n", + " Unknown 63 \n", + " White 56 \n", "ethnicity_16_groups African 7 \n", - " Bangladeshi or British Bangladeshi 7 \n", - " Caribbean 7 \n", - " Chinese 7 \n", - " Other 7 \n", + " Bangladeshi or British Bangladeshi 21 \n", + " Caribbean 21 \n", + " Chinese 28 \n", + " Other 21 \n", " Other Asian 14 \n", - " British or Mixed British 7 \n", - " Indian or British Indian 7 \n", - " Irish 7 \n", - " Other Black 14 \n", - " Other White 7 \n", - " Other mixed 7 \n", - " Pakistani or British Pakistani 14 \n", - " Unknown 21 \n", - " White + Asian 14 \n", - " White + Black African 0 \n", - " White + Black Caribbean 14 \n", - "imd_categories 1 Most deprived 28 \n", - " 2 42 \n", - " 3 35 \n", - " 4 35 \n", - " 5 Least deprived 28 \n", - " Unknown 7 \n", - "bmi 30+ 56 \n", - " under 30 119 \n", - "chronic_cardiac_disease no 168 \n", + " British or Mixed British 14 \n", + " Indian or British Indian 21 \n", + " Irish 14 \n", + " Other Black 21 \n", + " Other White 21 \n", + " Other mixed 21 \n", + " Pakistani or British Pakistani 21 \n", + " Unknown 49 \n", + " White + Asian 21 \n", + " White + Black African 14 \n", + " White + Black Caribbean 28 \n", + "imd_categories 1 Most deprived 56 \n", + " 2 70 \n", + " 3 70 \n", + " 4 77 \n", + " 5 Least deprived 63 \n", + " Unknown 14 \n", + "bmi 30+ 98 \n", + " under 30 252 \n", + "chronic_cardiac_disease no 350 \n", " yes 0 \n", - "current_copd no 168 \n", + "current_copd no 350 \n", " yes 0 \n", - "dmards no 168 \n", - "psychosis_schiz_bipolar no 168 \n", + "dmards no 350 \n", " yes 0 \n", - "ssri no 168 \n", + "psychosis_schiz_bipolar no 350 \n", " yes 0 \n", - "brand_of_first_dose Pfizer 0 \n", - " Unknown 168 \n", + "ssri no 350 \n", + " yes 0 \n", + "brand_of_first_dose Unknown 350 \n", "\n", " percent total \\\n", "category group \n", - "overall overall 5.6 3024 \n", - "sex F 5.4 1554 \n", - " M 5.7 1470 \n", - "ethnicity_6_groups Black 5.9 476 \n", - " Mixed 7.5 560 \n", - " Other 5.2 539 \n", - " South Asian 4.2 504 \n", - " Unknown 4.6 455 \n", - " White 5.8 483 \n", - "ethnicity_16_groups African 4.3 161 \n", - " Bangladeshi or British Bangladeshi 5.6 126 \n", - " Caribbean 4.8 147 \n", - " Chinese 4.2 168 \n", - " Other 4.2 168 \n", - " Other Asian 8.7 161 \n", - " British or Mixed British 4.3 161 \n", - " Indian or British Indian 4.0 175 \n", - " Irish 4.2 168 \n", - " Other Black 7.7 182 \n", - " Other White 4.3 161 \n", - " Other mixed 4.3 161 \n", - " Pakistani or British Pakistani 7.4 189 \n", - " Unknown 4.8 434 \n", - " White + Asian 9.5 147 \n", - " White + Black African 0.0 161 \n", - " White + Black Caribbean 8.7 161 \n", - "imd_categories 1 Most deprived 5.1 553 \n", - " 2 7.1 588 \n", - " 3 6.2 567 \n", - " 4 5.6 623 \n", - " 5 Least deprived 5.1 546 \n", - " Unknown 5.0 140 \n", - "bmi 30+ 5.8 959 \n", - " under 30 5.8 2065 \n", - "chronic_cardiac_disease no 5.6 2982 \n", + "overall overall 10.2 3437 \n", + "sex F 9.9 1764 \n", + " M 10.5 1673 \n", + "ethnicity_6_groups Black 8.9 553 \n", + " Mixed 11.1 567 \n", + " Other 10.8 581 \n", + " South Asian 9.5 588 \n", + " Unknown 12.0 525 \n", + " White 9.1 616 \n", + "ethnicity_16_groups African 4.0 175 \n", + " Bangladeshi or British Bangladeshi 10.0 210 \n", + " Caribbean 10.7 196 \n", + " Chinese 15.4 182 \n", + " Other 11.5 182 \n", + " Other Asian 7.1 196 \n", + " British or Mixed British 7.7 182 \n", + " Indian or British Indian 12.5 168 \n", + " Irish 10.0 140 \n", + " Other Black 10.0 210 \n", + " Other White 11.5 182 \n", + " Other mixed 12.5 168 \n", + " Pakistani or British Pakistani 10.3 203 \n", + " Unknown 10.4 469 \n", + " White + Asian 10.3 203 \n", + " White + Black African 7.7 182 \n", + " White + Black Caribbean 14.8 189 \n", + "imd_categories 1 Most deprived 9.0 623 \n", + " 2 10.6 658 \n", + " 3 10.5 665 \n", + " 4 11.5 672 \n", + " 5 Least deprived 9.7 651 \n", + " Unknown 8.0 175 \n", + "bmi 30+ 9.9 994 \n", + " under 30 10.3 2443 \n", + "chronic_cardiac_disease no 10.3 3395 \n", " yes 0.0 42 \n", - "current_copd no 5.6 2996 \n", - " yes 0.0 21 \n", - "dmards no 5.6 2989 \n", - "psychosis_schiz_bipolar no 5.6 2996 \n", - " yes 0.0 28 \n", - "ssri no 5.6 2989 \n", + "current_copd no 10.3 3395 \n", + " yes 0.0 42 \n", + "dmards no 10.3 3402 \n", " yes 0.0 35 \n", - "brand_of_first_dose Pfizer 0.0 0 \n", - " Unknown 11.4 1477 \n", + "psychosis_schiz_bipolar no 10.3 3395 \n", + " yes 0.0 35 \n", + "ssri no 10.3 3395 \n", + " yes 0.0 42 \n", + "brand_of_first_dose Unknown 20.2 1736 \n", "\n", " vaccinated 7d previous (percent) \\\n", "category group \n", - "overall overall 5.5 \n", - "sex F 5.4 \n", - " M 5.7 \n", - "ethnicity_6_groups Black 5.9 \n", - " Mixed 7.5 \n", - " Other 5.2 \n", - " South Asian 4.2 \n", - " Unknown 4.6 \n", - " White 4.3 \n", - "ethnicity_16_groups African 4.3 \n", - " Bangladeshi or British Bangladeshi 5.6 \n", - " Caribbean 4.8 \n", - " Chinese 4.2 \n", - " Other 0 \n", - " Other Asian 8.7 \n", - " British or Mixed British 4.3 \n", - " Indian or British Indian 0 \n", - " Irish 4.2 \n", - " Other Black 7.7 \n", - " Other White 4.3 \n", - " Other mixed 4.3 \n", - " Pakistani or British Pakistani 7.4 \n", - " Unknown 4.8 \n", - " White + Asian 9.5 \n", - " White + Black African 0 \n", - " White + Black Caribbean 8.7 \n", - "imd_categories 1 Most deprived 5.1 \n", - " 2 6 \n", - " 3 6.2 \n", - " 4 5.6 \n", - " 5 Least deprived 5.1 \n", - " Unknown 5 \n", - "bmi 30+ 5.1 \n", - " under 30 5.4 \n", - "chronic_cardiac_disease no 5.4 \n", + "overall overall 9.9 \n", + "sex F 9.9 \n", + " M 10 \n", + "ethnicity_6_groups Black 8.9 \n", + " Mixed 9.9 \n", + " Other 10.8 \n", + " South Asian 9.5 \n", + " Unknown 10.7 \n", + " White 9.1 \n", + "ethnicity_16_groups African 4 \n", + " Bangladeshi or British Bangladeshi 10 \n", + " Caribbean 10.7 \n", + " Chinese 15.4 \n", + " Other 11.5 \n", + " Other Asian 7.1 \n", + " British or Mixed British 7.7 \n", + " Indian or British Indian 12.5 \n", + " Irish 10 \n", + " Other Black 10 \n", + " Other White 11.5 \n", + " Other mixed 8.3 \n", + " Pakistani or British Pakistani 10.3 \n", + " Unknown 10.4 \n", + " White + Asian 10.3 \n", + " White + Black African 7.7 \n", + " White + Black Caribbean 11.1 \n", + "imd_categories 1 Most deprived 9 \n", + " 2 10.6 \n", + " 3 9.5 \n", + " 4 11.5 \n", + " 5 Least deprived 9.7 \n", + " Unknown 8 \n", + "bmi 30+ 9.2 \n", + " under 30 10 \n", + "chronic_cardiac_disease no 9.9 \n", " yes 0 \n", - "current_copd no 5.4 \n", + "current_copd no 9.9 \n", " yes 0 \n", - "dmards no 5.6 \n", - "psychosis_schiz_bipolar no 5.4 \n", + "dmards no 9.9 \n", " yes 0 \n", - "ssri no 5.4 \n", + "psychosis_schiz_bipolar no 9.9 \n", " yes 0 \n", - "brand_of_first_dose Pfizer NaN \n", - " Unknown 10.9 \n", + "ssri no 9.9 \n", + " yes 0 \n", + "brand_of_first_dose Unknown 19.8 \n", "\n", " Uptake over last 7d (percent) \\\n", "category group \n", - "overall overall 0.1 \n", + "overall overall 0.3 \n", "sex F 0 \n", - " M 0 \n", + " M 0.5 \n", "ethnicity_6_groups Black 0 \n", - " Mixed 0 \n", + " Mixed 1.2 \n", " Other 0 \n", " South Asian 0 \n", - " Unknown 0 \n", - " White 1.5 \n", + " Unknown 1.3 \n", + " White 0 \n", "ethnicity_16_groups African 0 \n", " Bangladeshi or British Bangladeshi 0 \n", " Caribbean 0 \n", " Chinese 0 \n", - " Other 4.2 \n", + " Other 0 \n", " Other Asian 0 \n", " British or Mixed British 0 \n", - " Indian or British Indian 4 \n", + " Indian or British Indian 0 \n", " Irish 0 \n", " Other Black 0 \n", " Other White 0 \n", - " Other mixed 0 \n", + " Other mixed 4.2 \n", " Pakistani or British Pakistani 0 \n", " Unknown 0 \n", " White + Asian 0 \n", " White + Black African 0 \n", - " White + Black Caribbean 0 \n", + " White + Black Caribbean 3.7 \n", "imd_categories 1 Most deprived 0 \n", - " 2 1.1 \n", - " 3 0 \n", + " 2 0 \n", + " 3 1 \n", " 4 0 \n", " 5 Least deprived 0 \n", " Unknown 0 \n", "bmi 30+ 0.7 \n", - " under 30 0.4 \n", - "chronic_cardiac_disease no 0.2 \n", + " under 30 0.3 \n", + "chronic_cardiac_disease no 0.4 \n", " yes 0 \n", - "current_copd no 0.2 \n", + "current_copd no 0.4 \n", " yes 0 \n", - "dmards no 0 \n", - "psychosis_schiz_bipolar no 0.2 \n", + "dmards no 0.4 \n", " yes 0 \n", - "ssri no 0.2 \n", + "psychosis_schiz_bipolar no 0.4 \n", " yes 0 \n", - "brand_of_first_dose Pfizer 0 \n", - " Unknown 0.5 \n", + "ssri no 0.4 \n", + " yes 0 \n", + "brand_of_first_dose Unknown 0.4 \n", "\n", " Date projected to reach 90% \n", "category group \n", @@ -17162,19 +18679,19 @@ " Bangladeshi or British Bangladeshi unknown \n", " Caribbean unknown \n", " Chinese unknown \n", - " Other 15-Oct \n", + " Other unknown \n", " Other Asian unknown \n", " British or Mixed British unknown \n", - " Indian or British Indian 22-Oct \n", + " Indian or British Indian unknown \n", " Irish unknown \n", " Other Black unknown \n", " Other White unknown \n", - " Other mixed unknown \n", + " Other mixed 10-Jan \n", " Pakistani or British Pakistani unknown \n", " Unknown unknown \n", " White + Asian unknown \n", " White + Black African unknown \n", - " White + Black Caribbean unknown \n", + " White + Black Caribbean 23-Jan \n", "imd_categories 1 Most deprived unknown \n", " 2 unknown \n", " 3 unknown \n", @@ -17188,12 +18705,12 @@ "current_copd no unknown \n", " yes unknown \n", "dmards no unknown \n", + " yes unknown \n", "psychosis_schiz_bipolar no unknown \n", " yes unknown \n", "ssri no unknown \n", " yes unknown \n", - "brand_of_first_dose Pfizer unknown \n", - " Unknown unknown " + "brand_of_first_dose Unknown unknown " ] }, "metadata": {}, @@ -17214,7 +18731,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (second dose) among **50-54** population up to 25 May 2021" + "## COVID vaccination rollout (second dose) among **40-49** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -17280,418 +18797,304 @@ " \n", " overall\n", " overall\n", - " 209\n", - " 6.3\n", - " 3332\n", - " 6.1\n", + " 569\n", + " 9.2\n", + " 6160\n", + " 9\n", " 0.2\n", " unknown\n", " \n", " \n", " sex\n", " F\n", - " 119\n", - " 6.8\n", - " 1750\n", - " 6.4\n", - " 0.4\n", + " 294\n", + " 9.2\n", + " 3206\n", + " 9\n", + " 0.2\n", " unknown\n", " \n", " \n", " M\n", - " 91\n", - " 5.8\n", - " 1582\n", - " 5.8\n", - " 0\n", + " 273\n", + " 9.2\n", + " 2954\n", + " 9\n", + " 0.2\n", " unknown\n", " \n", " \n", " ethnicity_6_groups\n", " Black\n", - " 42\n", - " 7.2\n", - " 581\n", - " 7.2\n", + " 98\n", + " 9.5\n", + " 1036\n", + " 9.5\n", " 0\n", " unknown\n", " \n", " \n", " Mixed\n", - " 42\n", - " 7.2\n", - " 581\n", - " 7.2\n", + " 91\n", + " 8.9\n", + " 1022\n", + " 8.9\n", " 0\n", " unknown\n", " \n", " \n", " Other\n", - " 21\n", - " 3.6\n", - " 581\n", - " 3.6\n", + " 105\n", + " 9.9\n", + " 1057\n", + " 9.9\n", " 0\n", " unknown\n", " \n", " \n", " South Asian\n", - " 35\n", - " 6.4\n", - " 546\n", - " 6.4\n", + " 98\n", + " 9.0\n", + " 1092\n", + " 9\n", " 0\n", " unknown\n", " \n", " \n", " Unknown\n", - " 35\n", - " 7.0\n", - " 497\n", - " 7\n", + " 84\n", + " 8.9\n", + " 945\n", + " 8.9\n", " 0\n", " unknown\n", " \n", " \n", " White\n", - " 28\n", - " 5.1\n", - " 553\n", - " 5.1\n", + " 91\n", + " 9.0\n", + " 1008\n", + " 9\n", " 0\n", " unknown\n", " \n", " \n", " ethnicity_16_groups\n", " African\n", - " 14\n", - " 8.0\n", - " 175\n", - " 8\n", - " 0\n", + " 35\n", + " 10.4\n", + " 336\n", + " 8.3\n", + " 2.1\n", " unknown\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", - " 14\n", - " 7.1\n", - " 196\n", - " 7.1\n", + " 21\n", + " 6.7\n", + " 315\n", + " 6.7\n", " 0\n", " unknown\n", " \n", " \n", " Caribbean\n", - " 14\n", - " 8.0\n", - " 175\n", - " 8\n", + " 28\n", + " 8.2\n", + " 343\n", + " 8.2\n", " 0\n", " unknown\n", " \n", " \n", " Chinese\n", - " 7\n", - " 4.3\n", - " 161\n", - " 4.3\n", + " 21\n", + " 6.5\n", + " 322\n", + " 6.5\n", " 0\n", " unknown\n", " \n", " \n", " Other\n", - " 7\n", - " 3.7\n", - " 189\n", - " 3.7\n", + " 35\n", + " 9.6\n", + " 364\n", + " 9.6\n", " 0\n", " unknown\n", " \n", " \n", " Other Asian\n", - " 7\n", - " 4.2\n", - " 168\n", - " 4.2\n", + " 28\n", + " 9.5\n", + " 294\n", + " 9.5\n", " 0\n", " unknown\n", " \n", " \n", " British or Mixed British\n", - " 14\n", - " 7.4\n", - " 189\n", - " 7.4\n", + " 28\n", + " 8.3\n", + " 336\n", + " 8.3\n", " 0\n", " unknown\n", " \n", " \n", " Indian or British Indian\n", - " 14\n", - " 7.4\n", - " 189\n", - " 7.4\n", + " 28\n", + " 8.7\n", + " 322\n", + " 8.7\n", " 0\n", " unknown\n", " \n", " \n", " Irish\n", - " 14\n", - " 7.7\n", - " 182\n", - " 7.7\n", - " 0\n", + " 28\n", + " 8.5\n", + " 329\n", + " 6.4\n", + " 2.1\n", " unknown\n", " \n", " \n", " Other Black\n", - " 14\n", - " 8.0\n", - " 175\n", - " 8\n", + " 35\n", + " 10.0\n", + " 350\n", + " 10\n", " 0\n", " unknown\n", " \n", " \n", " Other White\n", - " 7\n", - " 4.5\n", - " 154\n", - " 4.5\n", - " 0\n", - " unknown\n", - " \n", - " \n", - " Other mixed\n", - " 14\n", - " 8.7\n", - " 161\n", - " 8.7\n", - " 0\n", - " unknown\n", - " \n", - " \n", - " Pakistani or British Pakistani\n", - " 7\n", - " 4.3\n", - " 161\n", - " 4.3\n", - " 0\n", - " unknown\n", - " \n", - " \n", - " Unknown\n", " 28\n", - " 5.3\n", - " 532\n", - " 5.3\n", - " 0\n", - " unknown\n", - " \n", - " \n", - " White + Asian\n", - " 14\n", - " 7.7\n", - " 182\n", - " 7.7\n", - " 0\n", - " unknown\n", - " \n", - " \n", - " White + Black African\n", - " 0\n", - " 0.0\n", - " 154\n", - " 0\n", - " 0\n", - " unknown\n", - " \n", - " \n", - " White + Black Caribbean\n", - " 14\n", - " 7.7\n", - " 182\n", - " 7.7\n", - " 0\n", - " unknown\n", - " \n", - " \n", - " imd_categories\n", - " 1 Most deprived\n", - " 42\n", - " 6.5\n", - " 644\n", - " 6.5\n", + " 9.1\n", + " 308\n", + " 9.1\n", " 0\n", " unknown\n", " \n", " \n", - " 2\n", + " Other mixed\n", " 35\n", - " 5.7\n", - " 609\n", - " 5.7\n", - " 0\n", - " unknown\n", - " \n", - " \n", - " 3\n", - " 42\n", - " 6.9\n", - " 609\n", - " 6.9\n", + " 11.6\n", + " 301\n", + " 11.6\n", " 0\n", " unknown\n", " \n", " \n", - " 4\n", + " Pakistani or British Pakistani\n", " 42\n", - " 6.7\n", - " 623\n", - " 6.7\n", + " 13.0\n", + " 322\n", + " 13\n", " 0\n", " unknown\n", " \n", " \n", - " 5 Least deprived\n", - " 42\n", - " 6.4\n", - " 658\n", - " 5.3\n", - " 1.1\n", - " unknown\n", - " \n", - " \n", " Unknown\n", - " 7\n", - " 3.6\n", - " 196\n", - " 3.6\n", - " 0\n", - " unknown\n", - " \n", - " \n", - " bmi\n", - " 30+\n", - " 56\n", - " 5.4\n", - " 1029\n", - " 5.4\n", - " 0\n", - " unknown\n", - " \n", - " \n", - " under 30\n", - " 147\n", - " 6.4\n", - " 2303\n", - " 6.4\n", + " 84\n", + " 9.2\n", + " 917\n", + " 9.2\n", " 0\n", " unknown\n", " \n", " \n", - " chronic_cardiac_disease\n", - " no\n", - " 210\n", - " 6.3\n", - " 3311\n", - " 6.1\n", - " 0.2\n", - " unknown\n", - " \n", - " \n", - " yes\n", - " 0\n", - " 0.0\n", - " 28\n", - " 0\n", + " White + Asian\n", + " 35\n", + " 10.4\n", + " 336\n", + " 10.4\n", " 0\n", " unknown\n", " \n", " \n", - " current_copd\n", - " no\n", - " 210\n", - " 6.4\n", - " 3304\n", - " 6.1\n", - " 0.3\n", + " White + Black African\n", + " 28\n", + " 8.5\n", + " 329\n", + " 8.5\n", + " 0\n", " unknown\n", " \n", " \n", - " yes\n", - " 0\n", - " 0.0\n", + " White + Black Caribbean\n", " 35\n", - " 0\n", + " 10.4\n", + " 336\n", + " 10.4\n", " 0\n", " unknown\n", " \n", " \n", - " dmards\n", - " no\n", - " 210\n", - " 6.4\n", - " 3304\n", - " 6.1\n", - " 0.3\n", + " imd_categories\n", + " 1 Most deprived\n", + " 126\n", + " 10.4\n", + " 1211\n", + " 10.4\n", + " 0\n", " unknown\n", " \n", " \n", - " yes\n", - " 0\n", - " 0.0\n", - " 28\n", - " 0\n", + " 2\n", + " 98\n", + " 8.4\n", + " 1162\n", + " 8.4\n", " 0\n", " unknown\n", " \n", " \n", - " psychosis_schiz_bipolar\n", - " no\n", - " 203\n", - " 6.2\n", - " 3283\n", - " 6.2\n", + " 3\n", + " 105\n", + " 9.0\n", + " 1162\n", + " 9\n", " 0\n", " unknown\n", " \n", " \n", - " yes\n", - " 0\n", - " 0.0\n", - " 49\n", - " 0\n", + " 4\n", + " 98\n", + " 8.4\n", + " 1169\n", + " 8.4\n", " 0\n", " unknown\n", " \n", " \n", - " ssri\n", - " no\n", - " 203\n", - " 6.2\n", - " 3297\n", - " 6.2\n", + " 5 Least deprived\n", + " 105\n", + " 9.4\n", + " 1120\n", + " 9.4\n", " 0\n", " unknown\n", " \n", " \n", - " yes\n", - " 0\n", - " 0.0\n", - " 35\n", - " 0\n", + " Unknown\n", + " 28\n", + " 8.5\n", + " 329\n", + " 8.5\n", " 0\n", " unknown\n", " \n", " \n", " brand_of_first_dose\n", " Unknown\n", - " 210\n", - " 12.7\n", - " 1659\n", - " 12.2\n", - " 0.5\n", + " 567\n", + " 18.2\n", + " 3108\n", + " 17.8\n", + " 0.4\n", " unknown\n", " \n", " \n", @@ -17699,245 +19102,185 @@ "" ], "text/plain": [ - " vaccinated \\\n", - "category group \n", - "overall overall 209 \n", - "sex F 119 \n", - " M 91 \n", - "ethnicity_6_groups Black 42 \n", - " Mixed 42 \n", - " Other 21 \n", - " South Asian 35 \n", - " Unknown 35 \n", - " White 28 \n", - "ethnicity_16_groups African 14 \n", - " Bangladeshi or British Bangladeshi 14 \n", - " Caribbean 14 \n", - " Chinese 7 \n", - " Other 7 \n", - " Other Asian 7 \n", - " British or Mixed British 14 \n", - " Indian or British Indian 14 \n", - " Irish 14 \n", - " Other Black 14 \n", - " Other White 7 \n", - " Other mixed 14 \n", - " Pakistani or British Pakistani 7 \n", - " Unknown 28 \n", - " White + Asian 14 \n", - " White + Black African 0 \n", - " White + Black Caribbean 14 \n", - "imd_categories 1 Most deprived 42 \n", - " 2 35 \n", - " 3 42 \n", - " 4 42 \n", - " 5 Least deprived 42 \n", - " Unknown 7 \n", - "bmi 30+ 56 \n", - " under 30 147 \n", - "chronic_cardiac_disease no 210 \n", - " yes 0 \n", - "current_copd no 210 \n", - " yes 0 \n", - "dmards no 210 \n", - " yes 0 \n", - "psychosis_schiz_bipolar no 203 \n", - " yes 0 \n", - "ssri no 203 \n", - " yes 0 \n", - "brand_of_first_dose Unknown 210 \n", + " vaccinated percent \\\n", + "category group \n", + "overall overall 569 9.2 \n", + "sex F 294 9.2 \n", + " M 273 9.2 \n", + "ethnicity_6_groups Black 98 9.5 \n", + " Mixed 91 8.9 \n", + " Other 105 9.9 \n", + " South Asian 98 9.0 \n", + " Unknown 84 8.9 \n", + " White 91 9.0 \n", + "ethnicity_16_groups African 35 10.4 \n", + " Bangladeshi or British Bangladeshi 21 6.7 \n", + " Caribbean 28 8.2 \n", + " Chinese 21 6.5 \n", + " Other 35 9.6 \n", + " Other Asian 28 9.5 \n", + " British or Mixed British 28 8.3 \n", + " Indian or British Indian 28 8.7 \n", + " Irish 28 8.5 \n", + " Other Black 35 10.0 \n", + " Other White 28 9.1 \n", + " Other mixed 35 11.6 \n", + " Pakistani or British Pakistani 42 13.0 \n", + " Unknown 84 9.2 \n", + " White + Asian 35 10.4 \n", + " White + Black African 28 8.5 \n", + " White + Black Caribbean 35 10.4 \n", + "imd_categories 1 Most deprived 126 10.4 \n", + " 2 98 8.4 \n", + " 3 105 9.0 \n", + " 4 98 8.4 \n", + " 5 Least deprived 105 9.4 \n", + " Unknown 28 8.5 \n", + "brand_of_first_dose Unknown 567 18.2 \n", "\n", - " percent total \\\n", - "category group \n", - "overall overall 6.3 3332 \n", - "sex F 6.8 1750 \n", - " M 5.8 1582 \n", - "ethnicity_6_groups Black 7.2 581 \n", - " Mixed 7.2 581 \n", - " Other 3.6 581 \n", - " South Asian 6.4 546 \n", - " Unknown 7.0 497 \n", - " White 5.1 553 \n", - "ethnicity_16_groups African 8.0 175 \n", - " Bangladeshi or British Bangladeshi 7.1 196 \n", - " Caribbean 8.0 175 \n", - " Chinese 4.3 161 \n", - " Other 3.7 189 \n", - " Other Asian 4.2 168 \n", - " British or Mixed British 7.4 189 \n", - " Indian or British Indian 7.4 189 \n", - " Irish 7.7 182 \n", - " Other Black 8.0 175 \n", - " Other White 4.5 154 \n", - " Other mixed 8.7 161 \n", - " Pakistani or British Pakistani 4.3 161 \n", - " Unknown 5.3 532 \n", - " White + Asian 7.7 182 \n", - " White + Black African 0.0 154 \n", - " White + Black Caribbean 7.7 182 \n", - "imd_categories 1 Most deprived 6.5 644 \n", - " 2 5.7 609 \n", - " 3 6.9 609 \n", - " 4 6.7 623 \n", - " 5 Least deprived 6.4 658 \n", - " Unknown 3.6 196 \n", - "bmi 30+ 5.4 1029 \n", - " under 30 6.4 2303 \n", - "chronic_cardiac_disease no 6.3 3311 \n", - " yes 0.0 28 \n", - "current_copd no 6.4 3304 \n", - " yes 0.0 35 \n", - "dmards no 6.4 3304 \n", - " yes 0.0 28 \n", - "psychosis_schiz_bipolar no 6.2 3283 \n", - " yes 0.0 49 \n", - "ssri no 6.2 3297 \n", - " yes 0.0 35 \n", - "brand_of_first_dose Unknown 12.7 1659 \n", + " total \\\n", + "category group \n", + "overall overall 6160 \n", + "sex F 3206 \n", + " M 2954 \n", + "ethnicity_6_groups Black 1036 \n", + " Mixed 1022 \n", + " Other 1057 \n", + " South Asian 1092 \n", + " Unknown 945 \n", + " White 1008 \n", + "ethnicity_16_groups African 336 \n", + " Bangladeshi or British Bangladeshi 315 \n", + " Caribbean 343 \n", + " Chinese 322 \n", + " Other 364 \n", + " Other Asian 294 \n", + " British or Mixed British 336 \n", + " Indian or British Indian 322 \n", + " Irish 329 \n", + " Other Black 350 \n", + " Other White 308 \n", + " Other mixed 301 \n", + " Pakistani or British Pakistani 322 \n", + " Unknown 917 \n", + " White + Asian 336 \n", + " White + Black African 329 \n", + " White + Black Caribbean 336 \n", + "imd_categories 1 Most deprived 1211 \n", + " 2 1162 \n", + " 3 1162 \n", + " 4 1169 \n", + " 5 Least deprived 1120 \n", + " Unknown 329 \n", + "brand_of_first_dose Unknown 3108 \n", "\n", - " vaccinated 7d previous (percent) \\\n", - "category group \n", - "overall overall 6.1 \n", - "sex F 6.4 \n", - " M 5.8 \n", - "ethnicity_6_groups Black 7.2 \n", - " Mixed 7.2 \n", - " Other 3.6 \n", - " South Asian 6.4 \n", - " Unknown 7 \n", - " White 5.1 \n", - "ethnicity_16_groups African 8 \n", - " Bangladeshi or British Bangladeshi 7.1 \n", - " Caribbean 8 \n", - " Chinese 4.3 \n", - " Other 3.7 \n", - " Other Asian 4.2 \n", - " British or Mixed British 7.4 \n", - " Indian or British Indian 7.4 \n", - " Irish 7.7 \n", - " Other Black 8 \n", - " Other White 4.5 \n", - " Other mixed 8.7 \n", - " Pakistani or British Pakistani 4.3 \n", - " Unknown 5.3 \n", - " White + Asian 7.7 \n", - " White + Black African 0 \n", - " White + Black Caribbean 7.7 \n", - "imd_categories 1 Most deprived 6.5 \n", - " 2 5.7 \n", - " 3 6.9 \n", - " 4 6.7 \n", - " 5 Least deprived 5.3 \n", - " Unknown 3.6 \n", - "bmi 30+ 5.4 \n", - " under 30 6.4 \n", - "chronic_cardiac_disease no 6.1 \n", - " yes 0 \n", - "current_copd no 6.1 \n", - " yes 0 \n", - "dmards no 6.1 \n", - " yes 0 \n", - "psychosis_schiz_bipolar no 6.2 \n", - " yes 0 \n", - "ssri no 6.2 \n", - " yes 0 \n", - "brand_of_first_dose Unknown 12.2 \n", + " vaccinated 7d previous (percent) \\\n", + "category group \n", + "overall overall 9 \n", + "sex F 9 \n", + " M 9 \n", + "ethnicity_6_groups Black 9.5 \n", + " Mixed 8.9 \n", + " Other 9.9 \n", + " South Asian 9 \n", + " Unknown 8.9 \n", + " White 9 \n", + "ethnicity_16_groups African 8.3 \n", + " Bangladeshi or British Bangladeshi 6.7 \n", + " Caribbean 8.2 \n", + " Chinese 6.5 \n", + " Other 9.6 \n", + " Other Asian 9.5 \n", + " British or Mixed British 8.3 \n", + " Indian or British Indian 8.7 \n", + " Irish 6.4 \n", + " Other Black 10 \n", + " Other White 9.1 \n", + " Other mixed 11.6 \n", + " Pakistani or British Pakistani 13 \n", + " Unknown 9.2 \n", + " White + Asian 10.4 \n", + " White + Black African 8.5 \n", + " White + Black Caribbean 10.4 \n", + "imd_categories 1 Most deprived 10.4 \n", + " 2 8.4 \n", + " 3 9 \n", + " 4 8.4 \n", + " 5 Least deprived 9.4 \n", + " Unknown 8.5 \n", + "brand_of_first_dose Unknown 17.8 \n", "\n", - " Uptake over last 7d (percent) \\\n", - "category group \n", - "overall overall 0.2 \n", - "sex F 0.4 \n", - " M 0 \n", - "ethnicity_6_groups Black 0 \n", - " Mixed 0 \n", - " Other 0 \n", - " South Asian 0 \n", - " Unknown 0 \n", - " White 0 \n", - "ethnicity_16_groups African 0 \n", - " Bangladeshi or British Bangladeshi 0 \n", - " Caribbean 0 \n", - " Chinese 0 \n", - " Other 0 \n", - " Other Asian 0 \n", - " British or Mixed British 0 \n", - " Indian or British Indian 0 \n", - " Irish 0 \n", - " Other Black 0 \n", - " Other White 0 \n", - " Other mixed 0 \n", - " Pakistani or British Pakistani 0 \n", - " Unknown 0 \n", - " White + Asian 0 \n", - " White + Black African 0 \n", - " White + Black Caribbean 0 \n", - "imd_categories 1 Most deprived 0 \n", - " 2 0 \n", - " 3 0 \n", - " 4 0 \n", - " 5 Least deprived 1.1 \n", - " Unknown 0 \n", - "bmi 30+ 0 \n", - " under 30 0 \n", - "chronic_cardiac_disease no 0.2 \n", - " yes 0 \n", - "current_copd no 0.3 \n", - " yes 0 \n", - "dmards no 0.3 \n", - " yes 0 \n", - "psychosis_schiz_bipolar no 0 \n", - " yes 0 \n", - "ssri no 0 \n", - " yes 0 \n", - "brand_of_first_dose Unknown 0.5 \n", + " Uptake over last 7d (percent) \\\n", + "category group \n", + "overall overall 0.2 \n", + "sex F 0.2 \n", + " M 0.2 \n", + "ethnicity_6_groups Black 0 \n", + " Mixed 0 \n", + " Other 0 \n", + " South Asian 0 \n", + " Unknown 0 \n", + " White 0 \n", + "ethnicity_16_groups African 2.1 \n", + " Bangladeshi or British Bangladeshi 0 \n", + " Caribbean 0 \n", + " Chinese 0 \n", + " Other 0 \n", + " Other Asian 0 \n", + " British or Mixed British 0 \n", + " Indian or British Indian 0 \n", + " Irish 2.1 \n", + " Other Black 0 \n", + " Other White 0 \n", + " Other mixed 0 \n", + " Pakistani or British Pakistani 0 \n", + " Unknown 0 \n", + " White + Asian 0 \n", + " White + Black African 0 \n", + " White + Black Caribbean 0 \n", + "imd_categories 1 Most deprived 0 \n", + " 2 0 \n", + " 3 0 \n", + " 4 0 \n", + " 5 Least deprived 0 \n", + " Unknown 0 \n", + "brand_of_first_dose Unknown 0.4 \n", "\n", - " Date projected to reach 90% \n", - "category group \n", - "overall overall unknown \n", - "sex F unknown \n", - " M unknown \n", - "ethnicity_6_groups Black unknown \n", - " Mixed unknown \n", - " Other unknown \n", - " South Asian unknown \n", - " Unknown unknown \n", - " White unknown \n", - "ethnicity_16_groups African unknown \n", - " Bangladeshi or British Bangladeshi unknown \n", - " Caribbean unknown \n", - " Chinese unknown \n", - " Other unknown \n", - " Other Asian unknown \n", - " British or Mixed British unknown \n", - " Indian or British Indian unknown \n", - " Irish unknown \n", - " Other Black unknown \n", - " Other White unknown \n", - " Other mixed unknown \n", - " Pakistani or British Pakistani unknown \n", - " Unknown unknown \n", - " White + Asian unknown \n", - " White + Black African unknown \n", - " White + Black Caribbean unknown \n", - "imd_categories 1 Most deprived unknown \n", - " 2 unknown \n", - " 3 unknown \n", - " 4 unknown \n", - " 5 Least deprived unknown \n", - " Unknown unknown \n", - "bmi 30+ unknown \n", - " under 30 unknown \n", - "chronic_cardiac_disease no unknown \n", - " yes unknown \n", - "current_copd no unknown \n", - " yes unknown \n", - "dmards no unknown \n", - " yes unknown \n", - "psychosis_schiz_bipolar no unknown \n", - " yes unknown \n", - "ssri no unknown \n", - " yes unknown \n", - "brand_of_first_dose Unknown unknown " + " Date projected to reach 90% \n", + "category group \n", + "overall overall unknown \n", + "sex F unknown \n", + " M unknown \n", + "ethnicity_6_groups Black unknown \n", + " Mixed unknown \n", + " Other unknown \n", + " South Asian unknown \n", + " Unknown unknown \n", + " White unknown \n", + "ethnicity_16_groups African unknown \n", + " Bangladeshi or British Bangladeshi unknown \n", + " Caribbean unknown \n", + " Chinese unknown \n", + " Other unknown \n", + " Other Asian unknown \n", + " British or Mixed British unknown \n", + " Indian or British Indian unknown \n", + " Irish unknown \n", + " Other Black unknown \n", + " Other White unknown \n", + " Other mixed unknown \n", + " Pakistani or British Pakistani unknown \n", + " Unknown unknown \n", + " White + Asian unknown \n", + " White + Black African unknown \n", + " White + Black Caribbean unknown \n", + "imd_categories 1 Most deprived unknown \n", + " 2 unknown \n", + " 3 unknown \n", + " 4 unknown \n", + " 5 Least deprived unknown \n", + " Unknown unknown \n", + "brand_of_first_dose Unknown unknown " ] }, "metadata": {}, @@ -17958,7 +19301,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (second dose) among **40-49** population up to 25 May 2021" + "## COVID vaccination rollout (second dose) among **30-39** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -18024,158 +19367,158 @@ " \n", " overall\n", " overall\n", - " 395\n", - " 6.4\n", - " 6153\n", - " 6.1\n", - " 0.3\n", + " 610\n", + " 9.6\n", + " 6377\n", + " 9.4\n", + " 0.2\n", " unknown\n", " \n", " \n", " sex\n", " F\n", - " 217\n", - " 6.8\n", - " 3171\n", - " 6.6\n", - " 0.2\n", + " 294\n", + " 9.1\n", + " 3220\n", + " 9.1\n", + " 0\n", " unknown\n", " \n", " \n", " M\n", - " 175\n", - " 5.9\n", - " 2989\n", - " 5.6\n", - " 0.3\n", + " 315\n", + " 10.0\n", + " 3157\n", + " 9.8\n", + " 0.2\n", " unknown\n", " \n", " \n", " ethnicity_6_groups\n", " Black\n", - " 70\n", - " 6.7\n", - " 1043\n", - " 6\n", + " 98\n", + " 9.1\n", + " 1078\n", + " 8.4\n", " 0.7\n", " unknown\n", " \n", " \n", " Mixed\n", - " 77\n", - " 7.2\n", + " 98\n", + " 9.2\n", " 1064\n", - " 7.2\n", + " 9.2\n", " 0\n", " unknown\n", " \n", " \n", " Other\n", - " 63\n", - " 5.8\n", - " 1078\n", - " 5.2\n", - " 0.6\n", + " 105\n", + " 9.6\n", + " 1092\n", + " 9.6\n", + " 0\n", " unknown\n", " \n", " \n", " South Asian\n", - " 77\n", - " 7.3\n", - " 1057\n", - " 7.3\n", + " 105\n", + " 9.6\n", + " 1092\n", + " 9.6\n", " 0\n", " unknown\n", " \n", " \n", " Unknown\n", - " 56\n", - " 6.2\n", - " 903\n", - " 5.4\n", - " 0.8\n", + " 91\n", + " 9.4\n", + " 973\n", + " 9.4\n", + " 0\n", " unknown\n", " \n", " \n", " White\n", - " 56\n", - " 5.6\n", - " 1008\n", - " 5.6\n", + " 112\n", + " 10.4\n", + " 1078\n", + " 10.4\n", " 0\n", " unknown\n", " \n", " \n", " ethnicity_16_groups\n", " African\n", - " 14\n", - " 4.3\n", - " 329\n", - " 4.3\n", + " 35\n", + " 10.9\n", + " 322\n", + " 10.9\n", " 0\n", " unknown\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", " 21\n", - " 6.7\n", - " 315\n", - " 6.7\n", + " 6.4\n", + " 329\n", + " 6.4\n", " 0\n", " unknown\n", " \n", " \n", " Caribbean\n", - " 21\n", - " 6.1\n", - " 343\n", - " 6.1\n", + " 28\n", + " 8.3\n", + " 336\n", + " 8.3\n", " 0\n", " unknown\n", " \n", " \n", " Chinese\n", " 28\n", - " 8.3\n", - " 336\n", - " 8.3\n", + " 8.7\n", + " 322\n", + " 8.7\n", " 0\n", " unknown\n", " \n", " \n", " Other\n", - " 21\n", - " 6.5\n", - " 322\n", - " 6.5\n", + " 35\n", + " 9.6\n", + " 364\n", + " 9.6\n", " 0\n", " unknown\n", " \n", " \n", " Other Asian\n", - " 28\n", - " 8.5\n", - " 329\n", - " 8.5\n", + " 49\n", + " 13.2\n", + " 371\n", + " 13.2\n", " 0\n", " unknown\n", " \n", " \n", " British or Mixed British\n", - " 21\n", - " 5.9\n", - " 357\n", - " 5.9\n", + " 35\n", + " 10.2\n", + " 343\n", + " 10.2\n", " 0\n", " unknown\n", " \n", " \n", " Indian or British Indian\n", - " 21\n", - " 6.7\n", - " 315\n", - " 6.7\n", - " 0\n", + " 42\n", + " 13.6\n", + " 308\n", + " 11.4\n", + " 2.2\n", " unknown\n", " \n", " \n", @@ -18189,47 +19532,47 @@ " \n", " \n", " Other Black\n", - " 21\n", - " 6.7\n", - " 315\n", - " 6.7\n", + " 28\n", + " 7.7\n", + " 364\n", + " 7.7\n", " 0\n", " unknown\n", " \n", " \n", " Other White\n", - " 21\n", - " 6.5\n", - " 322\n", - " 4.3\n", - " 2.2\n", + " 28\n", + " 8.9\n", + " 315\n", + " 8.9\n", + " 0\n", " unknown\n", " \n", " \n", " Other mixed\n", - " 21\n", - " 6.2\n", - " 336\n", - " 6.2\n", + " 35\n", + " 9.8\n", + " 357\n", + " 9.8\n", " 0\n", " unknown\n", " \n", " \n", " Pakistani or British Pakistani\n", - " 21\n", - " 6.7\n", - " 315\n", - " 6.7\n", + " 35\n", + " 10.9\n", + " 322\n", + " 10.9\n", " 0\n", " unknown\n", " \n", " \n", " Unknown\n", - " 56\n", - " 6.2\n", - " 910\n", - " 5.4\n", - " 0.8\n", + " 91\n", + " 9.7\n", + " 938\n", + " 9.7\n", + " 0\n", " unknown\n", " \n", " \n", @@ -18243,84 +19586,93 @@ " \n", " \n", " White + Black African\n", - " 21\n", - " 6.8\n", - " 308\n", - " 6.8\n", + " 42\n", + " 11.3\n", + " 371\n", + " 11.3\n", " 0\n", " unknown\n", " \n", " \n", " White + Black Caribbean\n", - " 14\n", - " 4.4\n", - " 315\n", - " 4.4\n", + " 35\n", + " 10.9\n", + " 322\n", + " 10.9\n", " 0\n", " unknown\n", " \n", " \n", " imd_categories\n", " 1 Most deprived\n", - " 77\n", - " 6.6\n", - " 1169\n", - " 6\n", - " 0.6\n", + " 126\n", + " 9.6\n", + " 1316\n", + " 9.6\n", + " 0\n", " unknown\n", " \n", " \n", " 2\n", - " 77\n", - " 6.4\n", + " 119\n", + " 9.9\n", " 1197\n", - " 5.8\n", - " 0.6\n", + " 9.9\n", + " 0\n", " unknown\n", " \n", " \n", " 3\n", - " 84\n", - " 7.0\n", - " 1204\n", - " 6.4\n", + " 105\n", + " 8.8\n", + " 1190\n", + " 8.2\n", " 0.6\n", " unknown\n", " \n", " \n", " 4\n", - " 63\n", - " 5.5\n", - " 1148\n", - " 5.5\n", + " 133\n", + " 11.4\n", + " 1169\n", + " 11.4\n", " 0\n", " unknown\n", " \n", " \n", " 5 Least deprived\n", - " 84\n", - " 7.5\n", - " 1120\n", - " 7.5\n", - " 0\n", + " 105\n", + " 8.5\n", + " 1232\n", + " 8\n", + " 0.5\n", " unknown\n", " \n", " \n", " Unknown\n", - " 14\n", - " 4.4\n", - " 315\n", - " 4.4\n", + " 21\n", + " 7.7\n", + " 273\n", + " 7.7\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " brand_of_first_dose\n", + " Pfizer\n", + " 0\n", + " 0.0\n", + " 0\n", + " NaN\n", " 0\n", " unknown\n", " \n", " \n", - " brand_of_first_dose\n", " Unknown\n", - " 392\n", - " 12.8\n", - " 3059\n", - " 12.4\n", + " 609\n", + " 19.2\n", + " 3164\n", + " 18.8\n", " 0.4\n", " unknown\n", " \n", @@ -18331,122 +19683,125 @@ "text/plain": [ " vaccinated percent \\\n", "category group \n", - "overall overall 395 6.4 \n", - "sex F 217 6.8 \n", - " M 175 5.9 \n", - "ethnicity_6_groups Black 70 6.7 \n", - " Mixed 77 7.2 \n", - " Other 63 5.8 \n", - " South Asian 77 7.3 \n", - " Unknown 56 6.2 \n", - " White 56 5.6 \n", - "ethnicity_16_groups African 14 4.3 \n", - " Bangladeshi or British Bangladeshi 21 6.7 \n", - " Caribbean 21 6.1 \n", - " Chinese 28 8.3 \n", - " Other 21 6.5 \n", - " Other Asian 28 8.5 \n", - " British or Mixed British 21 5.9 \n", - " Indian or British Indian 21 6.7 \n", + "overall overall 610 9.6 \n", + "sex F 294 9.1 \n", + " M 315 10.0 \n", + "ethnicity_6_groups Black 98 9.1 \n", + " Mixed 98 9.2 \n", + " Other 105 9.6 \n", + " South Asian 105 9.6 \n", + " Unknown 91 9.4 \n", + " White 112 10.4 \n", + "ethnicity_16_groups African 35 10.9 \n", + " Bangladeshi or British Bangladeshi 21 6.4 \n", + " Caribbean 28 8.3 \n", + " Chinese 28 8.7 \n", + " Other 35 9.6 \n", + " Other Asian 49 13.2 \n", + " British or Mixed British 35 10.2 \n", + " Indian or British Indian 42 13.6 \n", " Irish 21 6.0 \n", - " Other Black 21 6.7 \n", - " Other White 21 6.5 \n", - " Other mixed 21 6.2 \n", - " Pakistani or British Pakistani 21 6.7 \n", - " Unknown 56 6.2 \n", + " Other Black 28 7.7 \n", + " Other White 28 8.9 \n", + " Other mixed 35 9.8 \n", + " Pakistani or British Pakistani 35 10.9 \n", + " Unknown 91 9.7 \n", " White + Asian 21 6.1 \n", - " White + Black African 21 6.8 \n", - " White + Black Caribbean 14 4.4 \n", - "imd_categories 1 Most deprived 77 6.6 \n", - " 2 77 6.4 \n", - " 3 84 7.0 \n", - " 4 63 5.5 \n", - " 5 Least deprived 84 7.5 \n", - " Unknown 14 4.4 \n", - "brand_of_first_dose Unknown 392 12.8 \n", + " White + Black African 42 11.3 \n", + " White + Black Caribbean 35 10.9 \n", + "imd_categories 1 Most deprived 126 9.6 \n", + " 2 119 9.9 \n", + " 3 105 8.8 \n", + " 4 133 11.4 \n", + " 5 Least deprived 105 8.5 \n", + " Unknown 21 7.7 \n", + "brand_of_first_dose Pfizer 0 0.0 \n", + " Unknown 609 19.2 \n", "\n", " total \\\n", "category group \n", - "overall overall 6153 \n", - "sex F 3171 \n", - " M 2989 \n", - "ethnicity_6_groups Black 1043 \n", + "overall overall 6377 \n", + "sex F 3220 \n", + " M 3157 \n", + "ethnicity_6_groups Black 1078 \n", " Mixed 1064 \n", - " Other 1078 \n", - " South Asian 1057 \n", - " Unknown 903 \n", - " White 1008 \n", - "ethnicity_16_groups African 329 \n", - " Bangladeshi or British Bangladeshi 315 \n", - " Caribbean 343 \n", - " Chinese 336 \n", - " Other 322 \n", - " Other Asian 329 \n", - " British or Mixed British 357 \n", - " Indian or British Indian 315 \n", + " Other 1092 \n", + " South Asian 1092 \n", + " Unknown 973 \n", + " White 1078 \n", + "ethnicity_16_groups African 322 \n", + " Bangladeshi or British Bangladeshi 329 \n", + " Caribbean 336 \n", + " Chinese 322 \n", + " Other 364 \n", + " Other Asian 371 \n", + " British or Mixed British 343 \n", + " Indian or British Indian 308 \n", " Irish 350 \n", - " Other Black 315 \n", - " Other White 322 \n", - " Other mixed 336 \n", - " Pakistani or British Pakistani 315 \n", - " Unknown 910 \n", + " Other Black 364 \n", + " Other White 315 \n", + " Other mixed 357 \n", + " Pakistani or British Pakistani 322 \n", + " Unknown 938 \n", " White + Asian 343 \n", - " White + Black African 308 \n", - " White + Black Caribbean 315 \n", - "imd_categories 1 Most deprived 1169 \n", + " White + Black African 371 \n", + " White + Black Caribbean 322 \n", + "imd_categories 1 Most deprived 1316 \n", " 2 1197 \n", - " 3 1204 \n", - " 4 1148 \n", - " 5 Least deprived 1120 \n", - " Unknown 315 \n", - "brand_of_first_dose Unknown 3059 \n", + " 3 1190 \n", + " 4 1169 \n", + " 5 Least deprived 1232 \n", + " Unknown 273 \n", + "brand_of_first_dose Pfizer 0 \n", + " Unknown 3164 \n", "\n", " vaccinated 7d previous (percent) \\\n", "category group \n", - "overall overall 6.1 \n", - "sex F 6.6 \n", - " M 5.6 \n", - "ethnicity_6_groups Black 6 \n", - " Mixed 7.2 \n", - " Other 5.2 \n", - " South Asian 7.3 \n", - " Unknown 5.4 \n", - " White 5.6 \n", - "ethnicity_16_groups African 4.3 \n", - " Bangladeshi or British Bangladeshi 6.7 \n", - " Caribbean 6.1 \n", - " Chinese 8.3 \n", - " Other 6.5 \n", - " Other Asian 8.5 \n", - " British or Mixed British 5.9 \n", - " Indian or British Indian 6.7 \n", + "overall overall 9.4 \n", + "sex F 9.1 \n", + " M 9.8 \n", + "ethnicity_6_groups Black 8.4 \n", + " Mixed 9.2 \n", + " Other 9.6 \n", + " South Asian 9.6 \n", + " Unknown 9.4 \n", + " White 10.4 \n", + "ethnicity_16_groups African 10.9 \n", + " Bangladeshi or British Bangladeshi 6.4 \n", + " Caribbean 8.3 \n", + " Chinese 8.7 \n", + " Other 9.6 \n", + " Other Asian 13.2 \n", + " British or Mixed British 10.2 \n", + " Indian or British Indian 11.4 \n", " Irish 6 \n", - " Other Black 6.7 \n", - " Other White 4.3 \n", - " Other mixed 6.2 \n", - " Pakistani or British Pakistani 6.7 \n", - " Unknown 5.4 \n", + " Other Black 7.7 \n", + " Other White 8.9 \n", + " Other mixed 9.8 \n", + " Pakistani or British Pakistani 10.9 \n", + " Unknown 9.7 \n", " White + Asian 6.1 \n", - " White + Black African 6.8 \n", - " White + Black Caribbean 4.4 \n", - "imd_categories 1 Most deprived 6 \n", - " 2 5.8 \n", - " 3 6.4 \n", - " 4 5.5 \n", - " 5 Least deprived 7.5 \n", - " Unknown 4.4 \n", - "brand_of_first_dose Unknown 12.4 \n", + " White + Black African 11.3 \n", + " White + Black Caribbean 10.9 \n", + "imd_categories 1 Most deprived 9.6 \n", + " 2 9.9 \n", + " 3 8.2 \n", + " 4 11.4 \n", + " 5 Least deprived 8 \n", + " Unknown 7.7 \n", + "brand_of_first_dose Pfizer NaN \n", + " Unknown 18.8 \n", "\n", " Uptake over last 7d (percent) \\\n", "category group \n", - "overall overall 0.3 \n", - "sex F 0.2 \n", - " M 0.3 \n", + "overall overall 0.2 \n", + "sex F 0 \n", + " M 0.2 \n", "ethnicity_6_groups Black 0.7 \n", " Mixed 0 \n", - " Other 0.6 \n", + " Other 0 \n", " South Asian 0 \n", - " Unknown 0.8 \n", + " Unknown 0 \n", " White 0 \n", "ethnicity_16_groups African 0 \n", " Bangladeshi or British Bangladeshi 0 \n", @@ -18455,23 +19810,24 @@ " Other 0 \n", " Other Asian 0 \n", " British or Mixed British 0 \n", - " Indian or British Indian 0 \n", + " Indian or British Indian 2.2 \n", " Irish 0 \n", " Other Black 0 \n", - " Other White 2.2 \n", + " Other White 0 \n", " Other mixed 0 \n", " Pakistani or British Pakistani 0 \n", - " Unknown 0.8 \n", + " Unknown 0 \n", " White + Asian 0 \n", " White + Black African 0 \n", " White + Black Caribbean 0 \n", - "imd_categories 1 Most deprived 0.6 \n", - " 2 0.6 \n", + "imd_categories 1 Most deprived 0 \n", + " 2 0 \n", " 3 0.6 \n", " 4 0 \n", - " 5 Least deprived 0 \n", + " 5 Least deprived 0.5 \n", " Unknown 0 \n", - "brand_of_first_dose Unknown 0.4 \n", + "brand_of_first_dose Pfizer 0 \n", + " Unknown 0.4 \n", "\n", " Date projected to reach 90% \n", "category group \n", @@ -18507,7 +19863,8 @@ " 4 unknown \n", " 5 Least deprived unknown \n", " Unknown unknown \n", - "brand_of_first_dose Unknown unknown " + "brand_of_first_dose Pfizer unknown \n", + " Unknown unknown " ] }, "metadata": {}, @@ -18528,7 +19885,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (second dose) among **30-39** population up to 25 May 2021" + "## COVID vaccination rollout (second dose) among **18-29** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -18594,304 +19951,304 @@ " \n", " overall\n", " overall\n", - " 424\n", - " 6.6\n", - " 6461\n", - " 6.2\n", - " 0.4\n", + " 687\n", + " 9.2\n", + " 7455\n", + " 8.9\n", + " 0.3\n", " unknown\n", " \n", " \n", " sex\n", " F\n", - " 196\n", - " 6.0\n", - " 3276\n", - " 5.8\n", - " 0.2\n", + " 329\n", + " 8.7\n", + " 3794\n", + " 8.3\n", + " 0.4\n", " unknown\n", " \n", " \n", " M\n", - " 224\n", - " 7.0\n", - " 3185\n", - " 6.8\n", - " 0.2\n", + " 357\n", + " 9.8\n", + " 3661\n", + " 9.4\n", + " 0.4\n", " unknown\n", " \n", " \n", " ethnicity_6_groups\n", " Black\n", - " 63\n", - " 5.9\n", - " 1064\n", - " 5.9\n", - " 0\n", + " 112\n", + " 9.1\n", + " 1232\n", + " 8.5\n", + " 0.6\n", " unknown\n", " \n", " \n", " Mixed\n", - " 70\n", - " 6.2\n", - " 1134\n", - " 6.2\n", - " 0\n", + " 147\n", + " 11.4\n", + " 1288\n", + " 10.3\n", + " 1.1\n", " unknown\n", " \n", " \n", " Other\n", - " 77\n", - " 7.1\n", - " 1092\n", - " 6.4\n", - " 0.7\n", + " 119\n", + " 9.4\n", + " 1267\n", + " 8.8\n", + " 0.6\n", " unknown\n", " \n", " \n", " South Asian\n", - " 77\n", - " 7.1\n", - " 1078\n", - " 6.5\n", - " 0.6\n", + " 98\n", + " 7.8\n", + " 1253\n", + " 7.3\n", + " 0.5\n", " unknown\n", " \n", " \n", " Unknown\n", - " 56\n", - " 5.8\n", - " 959\n", - " 5.1\n", - " 0.7\n", + " 105\n", + " 9.3\n", + " 1127\n", + " 8.7\n", + " 0.6\n", " unknown\n", " \n", " \n", " White\n", - " 84\n", - " 7.4\n", - " 1141\n", - " 7.4\n", + " 112\n", + " 8.7\n", + " 1288\n", + " 8.7\n", " 0\n", " unknown\n", " \n", " \n", " ethnicity_16_groups\n", " African\n", - " 14\n", - " 3.9\n", - " 357\n", - " 3.9\n", + " 42\n", + " 9.8\n", + " 427\n", + " 9.8\n", " 0\n", " unknown\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", - " 21\n", - " 6.2\n", - " 336\n", - " 6.2\n", + " 35\n", + " 8.1\n", + " 434\n", + " 8.1\n", " 0\n", " unknown\n", " \n", " \n", " Caribbean\n", - " 28\n", - " 7.8\n", - " 357\n", - " 7.8\n", + " 35\n", + " 9.4\n", + " 371\n", + " 9.4\n", " 0\n", " unknown\n", " \n", " \n", " Chinese\n", - " 28\n", - " 7.5\n", - " 371\n", - " 7.5\n", - " 0\n", + " 42\n", + " 10.2\n", + " 413\n", + " 8.5\n", + " 1.7\n", " unknown\n", " \n", " \n", " Other\n", - " 28\n", - " 8.3\n", - " 336\n", - " 8.3\n", - " 0\n", + " 42\n", + " 10.3\n", + " 406\n", + " 8.6\n", + " 1.7\n", " unknown\n", " \n", " \n", " Other Asian\n", " 28\n", - " 8.5\n", - " 329\n", - " 6.4\n", - " 2.1\n", + " 7.5\n", + " 371\n", + " 7.5\n", + " 0\n", " unknown\n", " \n", " \n", " British or Mixed British\n", - " 21\n", - " 6.0\n", - " 350\n", - " 6\n", + " 35\n", + " 8.8\n", + " 399\n", + " 8.8\n", " 0\n", " unknown\n", " \n", " \n", " Indian or British Indian\n", - " 28\n", - " 8.3\n", - " 336\n", - " 6.2\n", - " 2.1\n", + " 35\n", + " 9.3\n", + " 378\n", + " 9.3\n", + " 0\n", " unknown\n", " \n", " \n", " Irish\n", - " 21\n", - " 6.1\n", - " 343\n", - " 6.1\n", + " 35\n", + " 8.1\n", + " 434\n", + " 8.1\n", " 0\n", " unknown\n", " \n", " \n", " Other Black\n", - " 14\n", - " 4.5\n", - " 308\n", - " 4.5\n", + " 35\n", + " 8.6\n", + " 406\n", + " 8.6\n", " 0\n", " unknown\n", " \n", " \n", " Other White\n", - " 21\n", - " 6.5\n", - " 322\n", - " 6.5\n", + " 35\n", + " 9.3\n", + " 378\n", + " 9.3\n", " 0\n", " unknown\n", " \n", " \n", " Other mixed\n", - " 21\n", - " 5.8\n", - " 364\n", - " 5.8\n", + " 28\n", + " 7.8\n", + " 357\n", + " 7.8\n", " 0\n", " unknown\n", " \n", " \n", " Pakistani or British Pakistani\n", - " 21\n", - " 5.9\n", - " 357\n", - " 5.9\n", + " 42\n", + " 10.5\n", + " 399\n", + " 10.5\n", " 0\n", " unknown\n", " \n", " \n", " Unknown\n", - " 70\n", - " 7.2\n", - " 966\n", - " 7.2\n", + " 112\n", + " 9.9\n", + " 1127\n", + " 9.9\n", " 0\n", " unknown\n", " \n", " \n", " White + Asian\n", - " 21\n", - " 5.9\n", - " 357\n", - " 5.9\n", - " 0\n", + " 42\n", + " 10.7\n", + " 392\n", + " 8.9\n", + " 1.8\n", " unknown\n", " \n", " \n", " White + Black African\n", - " 14\n", - " 4.0\n", - " 350\n", - " 4\n", - " 0\n", + " 28\n", + " 6.7\n", + " 420\n", + " 5\n", + " 1.7\n", " unknown\n", " \n", " \n", " White + Black Caribbean\n", - " 21\n", - " 6.4\n", - " 329\n", - " 6.4\n", + " 35\n", + " 9.8\n", + " 357\n", + " 9.8\n", " 0\n", " unknown\n", " \n", " \n", " imd_categories\n", " 1 Most deprived\n", - " 84\n", - " 7.0\n", - " 1204\n", - " 7\n", - " 0\n", + " 140\n", + " 9.6\n", + " 1463\n", + " 9.1\n", + " 0.5\n", " unknown\n", " \n", " \n", " 2\n", - " 84\n", - " 6.6\n", - " 1281\n", - " 6\n", - " 0.6\n", + " 126\n", + " 8.5\n", + " 1477\n", + " 8.1\n", + " 0.4\n", " unknown\n", " \n", " \n", " 3\n", - " 84\n", - " 7.0\n", - " 1204\n", - " 7\n", - " 0\n", + " 126\n", + " 9.1\n", + " 1379\n", + " 8.6\n", + " 0.5\n", " unknown\n", " \n", " \n", " 4\n", - " 70\n", - " 5.7\n", - " 1225\n", - " 5.7\n", - " 0\n", + " 147\n", + " 10.7\n", + " 1372\n", + " 10.2\n", + " 0.5\n", " unknown\n", " \n", " \n", " 5 Least deprived\n", - " 77\n", - " 6.4\n", - " 1204\n", - " 5.8\n", - " 0.6\n", + " 126\n", + " 9.1\n", + " 1379\n", + " 8.6\n", + " 0.5\n", " unknown\n", " \n", " \n", " Unknown\n", - " 21\n", - " 6.1\n", - " 343\n", - " 6.1\n", + " 28\n", + " 7.4\n", + " 378\n", + " 7.4\n", " 0\n", " unknown\n", " \n", " \n", " brand_of_first_dose\n", " Unknown\n", - " 427\n", - " 13.2\n", - " 3227\n", - " 12.6\n", - " 0.6\n", + " 686\n", + " 18.3\n", + " 3752\n", + " 17.5\n", + " 0.8\n", " unknown\n", " \n", " \n", @@ -18901,147 +20258,147 @@ "text/plain": [ " vaccinated percent \\\n", "category group \n", - "overall overall 424 6.6 \n", - "sex F 196 6.0 \n", - " M 224 7.0 \n", - "ethnicity_6_groups Black 63 5.9 \n", - " Mixed 70 6.2 \n", - " Other 77 7.1 \n", - " South Asian 77 7.1 \n", - " Unknown 56 5.8 \n", - " White 84 7.4 \n", - "ethnicity_16_groups African 14 3.9 \n", - " Bangladeshi or British Bangladeshi 21 6.2 \n", - " Caribbean 28 7.8 \n", - " Chinese 28 7.5 \n", - " Other 28 8.3 \n", - " Other Asian 28 8.5 \n", - " British or Mixed British 21 6.0 \n", - " Indian or British Indian 28 8.3 \n", - " Irish 21 6.1 \n", - " Other Black 14 4.5 \n", - " Other White 21 6.5 \n", - " Other mixed 21 5.8 \n", - " Pakistani or British Pakistani 21 5.9 \n", - " Unknown 70 7.2 \n", - " White + Asian 21 5.9 \n", - " White + Black African 14 4.0 \n", - " White + Black Caribbean 21 6.4 \n", - "imd_categories 1 Most deprived 84 7.0 \n", - " 2 84 6.6 \n", - " 3 84 7.0 \n", - " 4 70 5.7 \n", - " 5 Least deprived 77 6.4 \n", - " Unknown 21 6.1 \n", - "brand_of_first_dose Unknown 427 13.2 \n", + "overall overall 687 9.2 \n", + "sex F 329 8.7 \n", + " M 357 9.8 \n", + "ethnicity_6_groups Black 112 9.1 \n", + " Mixed 147 11.4 \n", + " Other 119 9.4 \n", + " South Asian 98 7.8 \n", + " Unknown 105 9.3 \n", + " White 112 8.7 \n", + "ethnicity_16_groups African 42 9.8 \n", + " Bangladeshi or British Bangladeshi 35 8.1 \n", + " Caribbean 35 9.4 \n", + " Chinese 42 10.2 \n", + " Other 42 10.3 \n", + " Other Asian 28 7.5 \n", + " British or Mixed British 35 8.8 \n", + " Indian or British Indian 35 9.3 \n", + " Irish 35 8.1 \n", + " Other Black 35 8.6 \n", + " Other White 35 9.3 \n", + " Other mixed 28 7.8 \n", + " Pakistani or British Pakistani 42 10.5 \n", + " Unknown 112 9.9 \n", + " White + Asian 42 10.7 \n", + " White + Black African 28 6.7 \n", + " White + Black Caribbean 35 9.8 \n", + "imd_categories 1 Most deprived 140 9.6 \n", + " 2 126 8.5 \n", + " 3 126 9.1 \n", + " 4 147 10.7 \n", + " 5 Least deprived 126 9.1 \n", + " Unknown 28 7.4 \n", + "brand_of_first_dose Unknown 686 18.3 \n", "\n", " total \\\n", "category group \n", - "overall overall 6461 \n", - "sex F 3276 \n", - " M 3185 \n", - "ethnicity_6_groups Black 1064 \n", - " Mixed 1134 \n", - " Other 1092 \n", - " South Asian 1078 \n", - " Unknown 959 \n", - " White 1141 \n", - "ethnicity_16_groups African 357 \n", - " Bangladeshi or British Bangladeshi 336 \n", - " Caribbean 357 \n", - " Chinese 371 \n", - " Other 336 \n", - " Other Asian 329 \n", - " British or Mixed British 350 \n", - " Indian or British Indian 336 \n", - " Irish 343 \n", - " Other Black 308 \n", - " Other White 322 \n", - " Other mixed 364 \n", - " Pakistani or British Pakistani 357 \n", - " Unknown 966 \n", - " White + Asian 357 \n", - " White + Black African 350 \n", - " White + Black Caribbean 329 \n", - "imd_categories 1 Most deprived 1204 \n", - " 2 1281 \n", - " 3 1204 \n", - " 4 1225 \n", - " 5 Least deprived 1204 \n", - " Unknown 343 \n", - "brand_of_first_dose Unknown 3227 \n", + "overall overall 7455 \n", + "sex F 3794 \n", + " M 3661 \n", + "ethnicity_6_groups Black 1232 \n", + " Mixed 1288 \n", + " Other 1267 \n", + " South Asian 1253 \n", + " Unknown 1127 \n", + " White 1288 \n", + "ethnicity_16_groups African 427 \n", + " Bangladeshi or British Bangladeshi 434 \n", + " Caribbean 371 \n", + " Chinese 413 \n", + " Other 406 \n", + " Other Asian 371 \n", + " British or Mixed British 399 \n", + " Indian or British Indian 378 \n", + " Irish 434 \n", + " Other Black 406 \n", + " Other White 378 \n", + " Other mixed 357 \n", + " Pakistani or British Pakistani 399 \n", + " Unknown 1127 \n", + " White + Asian 392 \n", + " White + Black African 420 \n", + " White + Black Caribbean 357 \n", + "imd_categories 1 Most deprived 1463 \n", + " 2 1477 \n", + " 3 1379 \n", + " 4 1372 \n", + " 5 Least deprived 1379 \n", + " Unknown 378 \n", + "brand_of_first_dose Unknown 3752 \n", "\n", " vaccinated 7d previous (percent) \\\n", "category group \n", - "overall overall 6.2 \n", - "sex F 5.8 \n", - " M 6.8 \n", - "ethnicity_6_groups Black 5.9 \n", - " Mixed 6.2 \n", - " Other 6.4 \n", - " South Asian 6.5 \n", - " Unknown 5.1 \n", - " White 7.4 \n", - "ethnicity_16_groups African 3.9 \n", - " Bangladeshi or British Bangladeshi 6.2 \n", - " Caribbean 7.8 \n", - " Chinese 7.5 \n", - " Other 8.3 \n", - " Other Asian 6.4 \n", - " British or Mixed British 6 \n", - " Indian or British Indian 6.2 \n", - " Irish 6.1 \n", - " Other Black 4.5 \n", - " Other White 6.5 \n", - " Other mixed 5.8 \n", - " Pakistani or British Pakistani 5.9 \n", - " Unknown 7.2 \n", - " White + Asian 5.9 \n", - " White + Black African 4 \n", - " White + Black Caribbean 6.4 \n", - "imd_categories 1 Most deprived 7 \n", - " 2 6 \n", - " 3 7 \n", - " 4 5.7 \n", - " 5 Least deprived 5.8 \n", - " Unknown 6.1 \n", - "brand_of_first_dose Unknown 12.6 \n", + "overall overall 8.9 \n", + "sex F 8.3 \n", + " M 9.4 \n", + "ethnicity_6_groups Black 8.5 \n", + " Mixed 10.3 \n", + " Other 8.8 \n", + " South Asian 7.3 \n", + " Unknown 8.7 \n", + " White 8.7 \n", + "ethnicity_16_groups African 9.8 \n", + " Bangladeshi or British Bangladeshi 8.1 \n", + " Caribbean 9.4 \n", + " Chinese 8.5 \n", + " Other 8.6 \n", + " Other Asian 7.5 \n", + " British or Mixed British 8.8 \n", + " Indian or British Indian 9.3 \n", + " Irish 8.1 \n", + " Other Black 8.6 \n", + " Other White 9.3 \n", + " Other mixed 7.8 \n", + " Pakistani or British Pakistani 10.5 \n", + " Unknown 9.9 \n", + " White + Asian 8.9 \n", + " White + Black African 5 \n", + " White + Black Caribbean 9.8 \n", + "imd_categories 1 Most deprived 9.1 \n", + " 2 8.1 \n", + " 3 8.6 \n", + " 4 10.2 \n", + " 5 Least deprived 8.6 \n", + " Unknown 7.4 \n", + "brand_of_first_dose Unknown 17.5 \n", "\n", " Uptake over last 7d (percent) \\\n", "category group \n", - "overall overall 0.4 \n", - "sex F 0.2 \n", - " M 0.2 \n", - "ethnicity_6_groups Black 0 \n", - " Mixed 0 \n", - " Other 0.7 \n", - " South Asian 0.6 \n", - " Unknown 0.7 \n", + "overall overall 0.3 \n", + "sex F 0.4 \n", + " M 0.4 \n", + "ethnicity_6_groups Black 0.6 \n", + " Mixed 1.1 \n", + " Other 0.6 \n", + " South Asian 0.5 \n", + " Unknown 0.6 \n", " White 0 \n", "ethnicity_16_groups African 0 \n", " Bangladeshi or British Bangladeshi 0 \n", " Caribbean 0 \n", - " Chinese 0 \n", - " Other 0 \n", - " Other Asian 2.1 \n", + " Chinese 1.7 \n", + " Other 1.7 \n", + " Other Asian 0 \n", " British or Mixed British 0 \n", - " Indian or British Indian 2.1 \n", + " Indian or British Indian 0 \n", " Irish 0 \n", " Other Black 0 \n", " Other White 0 \n", " Other mixed 0 \n", " Pakistani or British Pakistani 0 \n", " Unknown 0 \n", - " White + Asian 0 \n", - " White + Black African 0 \n", + " White + Asian 1.8 \n", + " White + Black African 1.7 \n", " White + Black Caribbean 0 \n", - "imd_categories 1 Most deprived 0 \n", - " 2 0.6 \n", - " 3 0 \n", - " 4 0 \n", - " 5 Least deprived 0.6 \n", + "imd_categories 1 Most deprived 0.5 \n", + " 2 0.4 \n", + " 3 0.5 \n", + " 4 0.5 \n", + " 5 Least deprived 0.5 \n", " Unknown 0 \n", - "brand_of_first_dose Unknown 0.6 \n", + "brand_of_first_dose Unknown 0.8 \n", "\n", " Date projected to reach 90% \n", "category group \n", @@ -19098,7 +20455,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (second dose) among **18-29** population up to 25 May 2021" + "## COVID vaccination rollout (second dose) among **16-17** population up to 03 Sep 2021" ], "text/plain": [ "" @@ -19164,313 +20521,322 @@ " \n", " overall\n", " overall\n", - " 1133\n", - " 6.3\n", - " 17906\n", - " 5.9\n", - " 0.4\n", + " 1006\n", + " 9.7\n", + " 10416\n", + " 9.4\n", + " 0.3\n", " unknown\n", " \n", " \n", " sex\n", " F\n", - " 567\n", - " 6.2\n", - " 9156\n", - " 5.8\n", - " 0.4\n", + " 525\n", + " 9.9\n", + " 5292\n", + " 9.7\n", + " 0.2\n", " unknown\n", " \n", " \n", " M\n", - " 567\n", - " 6.5\n", - " 8743\n", - " 6.1\n", - " 0.4\n", + " 483\n", + " 9.4\n", + " 5131\n", + " 9.1\n", + " 0.3\n", " unknown\n", " \n", " \n", " ethnicity_6_groups\n", " Black\n", - " 203\n", - " 6.3\n", - " 3199\n", - " 6.1\n", - " 0.2\n", + " 196\n", + " 10.9\n", + " 1806\n", + " 10.9\n", + " 0\n", " unknown\n", " \n", " \n", " Mixed\n", - " 196\n", - " 6.4\n", - " 3080\n", - " 5.9\n", - " 0.5\n", + " 168\n", + " 9.4\n", + " 1792\n", + " 9.4\n", + " 0\n", " unknown\n", " \n", " \n", " Other\n", - " 182\n", - " 6.1\n", - " 2968\n", - " 5.9\n", - " 0.2\n", + " 168\n", + " 9.6\n", + " 1757\n", + " 9.2\n", + " 0.4\n", " unknown\n", " \n", " \n", " South Asian\n", - " 175\n", - " 5.8\n", - " 3010\n", - " 5.6\n", - " 0.2\n", + " 161\n", + " 8.9\n", + " 1806\n", + " 8.5\n", + " 0.4\n", " unknown\n", " \n", " \n", " Unknown\n", - " 189\n", - " 7.0\n", - " 2695\n", - " 6.5\n", - " 0.5\n", + " 147\n", + " 10.0\n", + " 1477\n", + " 10\n", + " 0\n", " unknown\n", " \n", " \n", " White\n", - " 189\n", - " 6.4\n", - " 2954\n", - " 5.7\n", - " 0.7\n", + " 161\n", + " 9.0\n", + " 1785\n", + " 9\n", + " 0\n", " unknown\n", " \n", " \n", " ethnicity_16_groups\n", " African\n", - " 56\n", - " 5.7\n", - " 987\n", - " 5.7\n", - " 0\n", + " 63\n", + " 11.2\n", + " 560\n", + " 10\n", + " 1.2\n", " unknown\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", - " 63\n", - " 6.6\n", - " 952\n", - " 5.9\n", - " 0.7\n", + " 56\n", + " 10.3\n", + " 546\n", + " 9\n", + " 1.3\n", " unknown\n", " \n", " \n", " Caribbean\n", - " 63\n", - " 6.5\n", - " 966\n", - " 5.8\n", - " 0.7\n", + " 49\n", + " 9.0\n", + " 546\n", + " 9\n", + " 0\n", " unknown\n", " \n", " \n", " Chinese\n", - " 63\n", - " 6.9\n", - " 917\n", - " 6.9\n", + " 42\n", + " 8.0\n", + " 525\n", + " 8\n", " 0\n", " unknown\n", " \n", " \n", " Other\n", - " 63\n", - " 6.7\n", - " 945\n", - " 6.7\n", - " 0\n", + " 56\n", + " 9.8\n", + " 574\n", + " 8.5\n", + " 1.3\n", " unknown\n", " \n", " \n", " Other Asian\n", - " 63\n", - " 6.9\n", - " 917\n", - " 6.9\n", + " 56\n", + " 10.8\n", + " 518\n", + " 10.8\n", " 0\n", " unknown\n", " \n", " \n", " British or Mixed British\n", " 49\n", - " 5.3\n", - " 924\n", - " 4.5\n", - " 0.8\n", + " 8.5\n", + " 574\n", + " 7.3\n", + " 1.2\n", " unknown\n", " \n", " \n", " Indian or British Indian\n", - " 63\n", - " 6.5\n", - " 966\n", - " 5.8\n", - " 0.7\n", + " 56\n", + " 9.8\n", + " 574\n", + " 9.8\n", + " 0\n", " unknown\n", " \n", " \n", " Irish\n", - " 56\n", - " 5.8\n", - " 966\n", - " 5.1\n", - " 0.7\n", + " 63\n", + " 11.2\n", + " 560\n", + " 10\n", + " 1.2\n", " unknown\n", " \n", " \n", " Other Black\n", - " 56\n", - " 5.8\n", - " 959\n", - " 5.1\n", - " 0.7\n", + " 63\n", + " 11.0\n", + " 574\n", + " 11\n", + " 0\n", " unknown\n", " \n", " \n", " Other White\n", - " 56\n", - " 6.0\n", - " 931\n", - " 5.3\n", - " 0.7\n", + " 49\n", + " 9.1\n", + " 539\n", + " 9.1\n", + " 0\n", " unknown\n", " \n", " \n", " Other mixed\n", - " 63\n", - " 6.3\n", - " 994\n", - " 5.6\n", - " 0.7\n", + " 56\n", + " 10.1\n", + " 553\n", + " 10.1\n", + " 0\n", " unknown\n", " \n", " \n", " Pakistani or British Pakistani\n", - " 70\n", - " 7.3\n", - " 959\n", - " 6.6\n", - " 0.7\n", + " 42\n", + " 7.9\n", + " 532\n", + " 7.9\n", + " 0\n", " unknown\n", " \n", " \n", " Unknown\n", - " 175\n", - " 6.4\n", - " 2716\n", - " 6.2\n", - " 0.2\n", + " 154\n", + " 9.7\n", + " 1589\n", + " 9.3\n", + " 0.4\n", " unknown\n", " \n", " \n", " White + Asian\n", - " 63\n", - " 6.4\n", - " 987\n", - " 5.7\n", - " 0.7\n", + " 42\n", + " 7.7\n", + " 546\n", + " 7.7\n", + " 0\n", " unknown\n", " \n", " \n", " White + Black African\n", " 63\n", - " 7.0\n", - " 896\n", - " 7\n", + " 11.0\n", + " 574\n", + " 11\n", " 0\n", " unknown\n", " \n", " \n", " White + Black Caribbean\n", - " 63\n", - " 6.9\n", - " 910\n", - " 6.2\n", - " 0.7\n", + " 49\n", + " 9.2\n", + " 532\n", + " 9.2\n", + " 0\n", " unknown\n", " \n", " \n", " imd_categories\n", " 1 Most deprived\n", - " 224\n", - " 6.6\n", - " 3416\n", - " 6.1\n", - " 0.5\n", + " 168\n", + " 8.7\n", + " 1939\n", + " 8.7\n", + " 0\n", " unknown\n", " \n", " \n", " 2\n", - " 196\n", - " 5.8\n", - " 3381\n", - " 5.6\n", - " 0.2\n", + " 210\n", + " 10.8\n", + " 1946\n", + " 10.4\n", + " 0.4\n", " unknown\n", " \n", " \n", " 3\n", - " 217\n", - " 6.4\n", - " 3395\n", - " 6.2\n", - " 0.2\n", + " 203\n", + " 10.2\n", + " 1988\n", + " 10.2\n", + " 0\n", " unknown\n", " \n", " \n", " 4\n", - " 224\n", - " 6.6\n", - " 3374\n", - " 6\n", - " 0.6\n", + " 182\n", + " 9.1\n", + " 2002\n", + " 8.7\n", + " 0.4\n", " unknown\n", " \n", " \n", " 5 Least deprived\n", - " 217\n", - " 6.3\n", - " 3451\n", - " 5.9\n", + " 196\n", + " 9.6\n", + " 2044\n", + " 9.2\n", " 0.4\n", " unknown\n", " \n", " \n", " Unknown\n", - " 56\n", - " 6.3\n", - " 889\n", - " 5.5\n", - " 0.8\n", + " 42\n", + " 8.5\n", + " 497\n", + " 8.5\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " brand_of_first_dose\n", + " Oxford-AZ\n", + " 0\n", + " 0.0\n", + " 0\n", + " NaN\n", + " 0\n", " unknown\n", " \n", " \n", - " brand_of_first_dose\n", " Pfizer\n", " 0\n", " 0.0\n", - " 14\n", " 0\n", + " NaN\n", " 0\n", " unknown\n", " \n", " \n", " Unknown\n", - " 1134\n", - " 12.6\n", - " 8974\n", - " 11.9\n", - " 0.7\n", + " 1001\n", + " 19.4\n", + " 5173\n", + " 18.9\n", + " 0.5\n", " unknown\n", " \n", " \n", @@ -19480,151 +20846,155 @@ "text/plain": [ " vaccinated percent \\\n", "category group \n", - "overall overall 1133 6.3 \n", - "sex F 567 6.2 \n", - " M 567 6.5 \n", - "ethnicity_6_groups Black 203 6.3 \n", - " Mixed 196 6.4 \n", - " Other 182 6.1 \n", - " South Asian 175 5.8 \n", - " Unknown 189 7.0 \n", - " White 189 6.4 \n", - "ethnicity_16_groups African 56 5.7 \n", - " Bangladeshi or British Bangladeshi 63 6.6 \n", - " Caribbean 63 6.5 \n", - " Chinese 63 6.9 \n", - " Other 63 6.7 \n", - " Other Asian 63 6.9 \n", - " British or Mixed British 49 5.3 \n", - " Indian or British Indian 63 6.5 \n", - " Irish 56 5.8 \n", - " Other Black 56 5.8 \n", - " Other White 56 6.0 \n", - " Other mixed 63 6.3 \n", - " Pakistani or British Pakistani 70 7.3 \n", - " Unknown 175 6.4 \n", - " White + Asian 63 6.4 \n", - " White + Black African 63 7.0 \n", - " White + Black Caribbean 63 6.9 \n", - "imd_categories 1 Most deprived 224 6.6 \n", - " 2 196 5.8 \n", - " 3 217 6.4 \n", - " 4 224 6.6 \n", - " 5 Least deprived 217 6.3 \n", - " Unknown 56 6.3 \n", - "brand_of_first_dose Pfizer 0 0.0 \n", - " Unknown 1134 12.6 \n", + "overall overall 1006 9.7 \n", + "sex F 525 9.9 \n", + " M 483 9.4 \n", + "ethnicity_6_groups Black 196 10.9 \n", + " Mixed 168 9.4 \n", + " Other 168 9.6 \n", + " South Asian 161 8.9 \n", + " Unknown 147 10.0 \n", + " White 161 9.0 \n", + "ethnicity_16_groups African 63 11.2 \n", + " Bangladeshi or British Bangladeshi 56 10.3 \n", + " Caribbean 49 9.0 \n", + " Chinese 42 8.0 \n", + " Other 56 9.8 \n", + " Other Asian 56 10.8 \n", + " British or Mixed British 49 8.5 \n", + " Indian or British Indian 56 9.8 \n", + " Irish 63 11.2 \n", + " Other Black 63 11.0 \n", + " Other White 49 9.1 \n", + " Other mixed 56 10.1 \n", + " Pakistani or British Pakistani 42 7.9 \n", + " Unknown 154 9.7 \n", + " White + Asian 42 7.7 \n", + " White + Black African 63 11.0 \n", + " White + Black Caribbean 49 9.2 \n", + "imd_categories 1 Most deprived 168 8.7 \n", + " 2 210 10.8 \n", + " 3 203 10.2 \n", + " 4 182 9.1 \n", + " 5 Least deprived 196 9.6 \n", + " Unknown 42 8.5 \n", + "brand_of_first_dose Oxford-AZ 0 0.0 \n", + " Pfizer 0 0.0 \n", + " Unknown 1001 19.4 \n", "\n", " total \\\n", "category group \n", - "overall overall 17906 \n", - "sex F 9156 \n", - " M 8743 \n", - "ethnicity_6_groups Black 3199 \n", - " Mixed 3080 \n", - " Other 2968 \n", - " South Asian 3010 \n", - " Unknown 2695 \n", - " White 2954 \n", - "ethnicity_16_groups African 987 \n", - " Bangladeshi or British Bangladeshi 952 \n", - " Caribbean 966 \n", - " Chinese 917 \n", - " Other 945 \n", - " Other Asian 917 \n", - " British or Mixed British 924 \n", - " Indian or British Indian 966 \n", - " Irish 966 \n", - " Other Black 959 \n", - " Other White 931 \n", - " Other mixed 994 \n", - " Pakistani or British Pakistani 959 \n", - " Unknown 2716 \n", - " White + Asian 987 \n", - " White + Black African 896 \n", - " White + Black Caribbean 910 \n", - "imd_categories 1 Most deprived 3416 \n", - " 2 3381 \n", - " 3 3395 \n", - " 4 3374 \n", - " 5 Least deprived 3451 \n", - " Unknown 889 \n", - "brand_of_first_dose Pfizer 14 \n", - " Unknown 8974 \n", + "overall overall 10416 \n", + "sex F 5292 \n", + " M 5131 \n", + "ethnicity_6_groups Black 1806 \n", + " Mixed 1792 \n", + " Other 1757 \n", + " South Asian 1806 \n", + " Unknown 1477 \n", + " White 1785 \n", + "ethnicity_16_groups African 560 \n", + " Bangladeshi or British Bangladeshi 546 \n", + " Caribbean 546 \n", + " Chinese 525 \n", + " Other 574 \n", + " Other Asian 518 \n", + " British or Mixed British 574 \n", + " Indian or British Indian 574 \n", + " Irish 560 \n", + " Other Black 574 \n", + " Other White 539 \n", + " Other mixed 553 \n", + " Pakistani or British Pakistani 532 \n", + " Unknown 1589 \n", + " White + Asian 546 \n", + " White + Black African 574 \n", + " White + Black Caribbean 532 \n", + "imd_categories 1 Most deprived 1939 \n", + " 2 1946 \n", + " 3 1988 \n", + " 4 2002 \n", + " 5 Least deprived 2044 \n", + " Unknown 497 \n", + "brand_of_first_dose Oxford-AZ 0 \n", + " Pfizer 0 \n", + " Unknown 5173 \n", "\n", " vaccinated 7d previous (percent) \\\n", "category group \n", - "overall overall 5.9 \n", - "sex F 5.8 \n", - " M 6.1 \n", - "ethnicity_6_groups Black 6.1 \n", - " Mixed 5.9 \n", - " Other 5.9 \n", - " South Asian 5.6 \n", - " Unknown 6.5 \n", - " White 5.7 \n", - "ethnicity_16_groups African 5.7 \n", - " Bangladeshi or British Bangladeshi 5.9 \n", - " Caribbean 5.8 \n", - " Chinese 6.9 \n", - " Other 6.7 \n", - " Other Asian 6.9 \n", - " British or Mixed British 4.5 \n", - " Indian or British Indian 5.8 \n", - " Irish 5.1 \n", - " Other Black 5.1 \n", - " Other White 5.3 \n", - " Other mixed 5.6 \n", - " Pakistani or British Pakistani 6.6 \n", - " Unknown 6.2 \n", - " White + Asian 5.7 \n", - " White + Black African 7 \n", - " White + Black Caribbean 6.2 \n", - "imd_categories 1 Most deprived 6.1 \n", - " 2 5.6 \n", - " 3 6.2 \n", - " 4 6 \n", - " 5 Least deprived 5.9 \n", - " Unknown 5.5 \n", - "brand_of_first_dose Pfizer 0 \n", - " Unknown 11.9 \n", + "overall overall 9.4 \n", + "sex F 9.7 \n", + " M 9.1 \n", + "ethnicity_6_groups Black 10.9 \n", + " Mixed 9.4 \n", + " Other 9.2 \n", + " South Asian 8.5 \n", + " Unknown 10 \n", + " White 9 \n", + "ethnicity_16_groups African 10 \n", + " Bangladeshi or British Bangladeshi 9 \n", + " Caribbean 9 \n", + " Chinese 8 \n", + " Other 8.5 \n", + " Other Asian 10.8 \n", + " British or Mixed British 7.3 \n", + " Indian or British Indian 9.8 \n", + " Irish 10 \n", + " Other Black 11 \n", + " Other White 9.1 \n", + " Other mixed 10.1 \n", + " Pakistani or British Pakistani 7.9 \n", + " Unknown 9.3 \n", + " White + Asian 7.7 \n", + " White + Black African 11 \n", + " White + Black Caribbean 9.2 \n", + "imd_categories 1 Most deprived 8.7 \n", + " 2 10.4 \n", + " 3 10.2 \n", + " 4 8.7 \n", + " 5 Least deprived 9.2 \n", + " Unknown 8.5 \n", + "brand_of_first_dose Oxford-AZ NaN \n", + " Pfizer NaN \n", + " Unknown 18.9 \n", "\n", " Uptake over last 7d (percent) \\\n", "category group \n", - "overall overall 0.4 \n", - "sex F 0.4 \n", - " M 0.4 \n", - "ethnicity_6_groups Black 0.2 \n", - " Mixed 0.5 \n", - " Other 0.2 \n", - " South Asian 0.2 \n", - " Unknown 0.5 \n", - " White 0.7 \n", - "ethnicity_16_groups African 0 \n", - " Bangladeshi or British Bangladeshi 0.7 \n", - " Caribbean 0.7 \n", + "overall overall 0.3 \n", + "sex F 0.2 \n", + " M 0.3 \n", + "ethnicity_6_groups Black 0 \n", + " Mixed 0 \n", + " Other 0.4 \n", + " South Asian 0.4 \n", + " Unknown 0 \n", + " White 0 \n", + "ethnicity_16_groups African 1.2 \n", + " Bangladeshi or British Bangladeshi 1.3 \n", + " Caribbean 0 \n", " Chinese 0 \n", - " Other 0 \n", + " Other 1.3 \n", " Other Asian 0 \n", - " British or Mixed British 0.8 \n", - " Indian or British Indian 0.7 \n", - " Irish 0.7 \n", - " Other Black 0.7 \n", - " Other White 0.7 \n", - " Other mixed 0.7 \n", - " Pakistani or British Pakistani 0.7 \n", - " Unknown 0.2 \n", - " White + Asian 0.7 \n", + " British or Mixed British 1.2 \n", + " Indian or British Indian 0 \n", + " Irish 1.2 \n", + " Other Black 0 \n", + " Other White 0 \n", + " Other mixed 0 \n", + " Pakistani or British Pakistani 0 \n", + " Unknown 0.4 \n", + " White + Asian 0 \n", " White + Black African 0 \n", - " White + Black Caribbean 0.7 \n", - "imd_categories 1 Most deprived 0.5 \n", - " 2 0.2 \n", - " 3 0.2 \n", - " 4 0.6 \n", + " White + Black Caribbean 0 \n", + "imd_categories 1 Most deprived 0 \n", + " 2 0.4 \n", + " 3 0 \n", + " 4 0.4 \n", " 5 Least deprived 0.4 \n", - " Unknown 0.8 \n", - "brand_of_first_dose Pfizer 0 \n", - " Unknown 0.7 \n", + " Unknown 0 \n", + "brand_of_first_dose Oxford-AZ 0 \n", + " Pfizer 0 \n", + " Unknown 0.5 \n", "\n", " Date projected to reach 90% \n", "category group \n", @@ -19660,7 +21030,8 @@ " 4 unknown \n", " 5 Least deprived unknown \n", " Unknown unknown \n", - "brand_of_first_dose Pfizer unknown \n", + "brand_of_first_dose Oxford-AZ unknown \n", + " Pfizer unknown \n", " Unknown unknown " ] }, @@ -19683,7 +21054,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 33, "metadata": {}, "outputs": [ { @@ -19701,7 +21072,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (first dose 14w ago) among **80+** population up to 2021-02-16" + "## COVID vaccination rollout (first dose 14w ago) among **80+** population up to 2021-05-28" ], "text/plain": [ "" @@ -19767,266 +21138,275 @@ " \n", " overall\n", " overall\n", - " 447\n", - " 21.1\n", - " 2114\n", - " 18.9\n", - " 2.2\n", + " 666\n", + " 32.5\n", + " 2051\n", + " 31.2\n", + " 1.3\n", " unknown\n", " \n", " \n", " sex\n", " F\n", - " 224\n", - " 20.6\n", - " 1085\n", - " 18.1\n", - " 2.5\n", + " 343\n", + " 32.0\n", + " 1071\n", + " 30.7\n", + " 1.3\n", " unknown\n", " \n", " \n", " M\n", - " 224\n", - " 21.8\n", - " 1029\n", - " 19.7\n", - " 2.1\n", + " 322\n", + " 32.9\n", + " 980\n", + " 31.4\n", + " 1.5\n", " unknown\n", " \n", " \n", - " ageband_5yr\n", + " ageband_5yr\n", " 0\n", - " 28\n", - " 23.5\n", - " 119\n", - " 23.5\n", + " 0\n", + " 0.0\n", + " 21\n", + " 0\n", " 0\n", " unknown\n", " \n", " \n", " 0-15\n", - " 28\n", - " 20.0\n", - " 140\n", - " 20\n", + " 35\n", + " 27.8\n", + " 126\n", + " 27.8\n", " 0\n", " unknown\n", " \n", " \n", - " 16-29\n", - " 21\n", - " 15.0\n", - " 140\n", - " 15\n", + " 16-17\n", + " 63\n", + " 40.9\n", + " 154\n", + " 40.9\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " 18-29\n", + " 42\n", + " 28.6\n", + " 147\n", + " 28.6\n", " 0\n", " unknown\n", " \n", " \n", " 30-34\n", - " 28\n", - " 20.0\n", - " 140\n", - " 20\n", + " 42\n", + " 37.5\n", + " 112\n", + " 37.5\n", " 0\n", " unknown\n", " \n", " \n", " 35-39\n", - " 21\n", - " 17.6\n", - " 119\n", - " 11.8\n", - " 5.8\n", - " 14-May\n", + " 35\n", + " 27.8\n", + " 126\n", + " 22.2\n", + " 5.6\n", + " 13-Aug\n", " \n", " \n", " 40-44\n", - " 28\n", - " 21.1\n", - " 133\n", - " 15.8\n", - " 5.3\n", - " 18-May\n", + " 49\n", + " 38.9\n", + " 126\n", + " 38.9\n", + " 0\n", + " unknown\n", " \n", " \n", " 45-49\n", - " 21\n", - " 15.8\n", - " 133\n", - " 15.8\n", - " 0\n", - " unknown\n", + " 49\n", + " 35.0\n", + " 140\n", + " 30\n", + " 5\n", + " 13-Aug\n", " \n", " \n", " 50-54\n", - " 42\n", - " 28.6\n", - " 147\n", - " 23.8\n", - " 4.8\n", - " 16-May\n", + " 35\n", + " 27.8\n", + " 126\n", + " 27.8\n", + " 0\n", + " unknown\n", " \n", " \n", " 55-59\n", - " 28\n", - " 21.1\n", - " 133\n", - " 15.8\n", - " 5.3\n", - " 18-May\n", + " 35\n", + " 27.8\n", + " 126\n", + " 27.8\n", + " 0\n", + " unknown\n", " \n", " \n", " 60-64\n", - " 28\n", - " 21.1\n", - " 133\n", - " 15.8\n", - " 5.3\n", - " 18-May\n", + " 42\n", + " 35.3\n", + " 119\n", + " 35.3\n", + " 0\n", + " unknown\n", " \n", " \n", " 65-69\n", - " 21\n", - " 15.8\n", - " 133\n", - " 15.8\n", + " 56\n", + " 36.4\n", + " 154\n", + " 36.4\n", " 0\n", " unknown\n", " \n", " \n", " 70-74\n", + " 49\n", + " 35.0\n", + " 140\n", + " 35\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " 75-79\n", " 42\n", " 33.3\n", " 126\n", " 27.8\n", " 5.5\n", - " 29-Apr\n", - " \n", - " \n", - " 75-79\n", - " 21\n", - " 17.6\n", - " 119\n", - " 17.6\n", - " 0\n", - " unknown\n", + " 08-Aug\n", " \n", " \n", " 80-84\n", - " 35\n", - " 25.0\n", + " 42\n", + " 30.0\n", " 140\n", - " 20\n", + " 25\n", " 5\n", - " 18-May\n", + " 20-Aug\n", " \n", " \n", " 85-89\n", - " 28\n", - " 20.0\n", + " 42\n", + " 30.0\n", " 140\n", - " 20\n", + " 30\n", " 0\n", " unknown\n", " \n", " \n", " 90+\n", + " 7\n", + " 25.0\n", " 28\n", - " 22.2\n", - " 126\n", - " 22.2\n", + " 25\n", " 0\n", " unknown\n", " \n", " \n", " ethnicity_6_groups\n", " Black\n", - " 84\n", - " 22.2\n", - " 378\n", - " 20.4\n", - " 1.8\n", + " 105\n", + " 30.0\n", + " 350\n", + " 30\n", + " 0\n", " unknown\n", " \n", " \n", " Mixed\n", - " 70\n", - " 20.4\n", - " 343\n", - " 18.4\n", - " 2\n", + " 112\n", + " 32.0\n", + " 350\n", + " 32\n", + " 0\n", " unknown\n", " \n", " \n", " Other\n", - " 63\n", - " 17.6\n", - " 357\n", - " 15.7\n", - " 1.9\n", + " 133\n", + " 35.8\n", + " 371\n", + " 34\n", + " 1.8\n", " unknown\n", " \n", " \n", " South Asian\n", - " 77\n", - " 21.6\n", - " 357\n", - " 21.6\n", - " 0\n", + " 119\n", + " 35.4\n", + " 336\n", + " 33.3\n", + " 2.1\n", " unknown\n", " \n", " \n", " Unknown\n", - " 70\n", - " 23.3\n", - " 301\n", - " 20.9\n", - " 2.4\n", + " 98\n", + " 31.1\n", + " 315\n", + " 31.1\n", + " 0\n", " unknown\n", " \n", " \n", " White\n", - " 77\n", - " 20.8\n", - " 371\n", - " 17\n", - " 3.8\n", - " 23-Jun\n", + " 98\n", + " 29.8\n", + " 329\n", + " 27.7\n", + " 2.1\n", + " unknown\n", " \n", " \n", " ethnicity_16_groups\n", " African\n", - " 28\n", - " 23.5\n", + " 42\n", + " 35.3\n", " 119\n", - " 23.5\n", - " 0\n", - " unknown\n", + " 29.4\n", + " 5.9\n", + " 31-Jul\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", - " 21\n", - " 18.8\n", + " 35\n", + " 31.2\n", " 112\n", - " 12.5\n", - " 6.3\n", - " 06-May\n", + " 31.2\n", + " 0\n", + " unknown\n", " \n", " \n", " Caribbean\n", - " 21\n", - " 17.6\n", - " 119\n", - " 11.8\n", - " 5.8\n", - " 14-May\n", + " 35\n", + " 27.8\n", + " 126\n", + " 22.2\n", + " 5.6\n", + " 13-Aug\n", " \n", " \n", " Chinese\n", - " 28\n", - " 23.5\n", - " 119\n", - " 23.5\n", + " 42\n", + " 37.5\n", + " 112\n", + " 37.5\n", " 0\n", " unknown\n", " \n", @@ -20041,239 +21421,239 @@ " \n", " \n", " Other Asian\n", - " 21\n", - " 20.0\n", + " 35\n", + " 33.3\n", " 105\n", - " 20\n", + " 33.3\n", " 0\n", " unknown\n", " \n", " \n", " British or Mixed British\n", - " 14\n", - " 14.3\n", - " 98\n", - " 14.3\n", + " 28\n", + " 30.8\n", + " 91\n", + " 30.8\n", " 0\n", " unknown\n", " \n", " \n", " Indian or British Indian\n", - " 28\n", - " 25.0\n", - " 112\n", - " 18.8\n", - " 6.2\n", - " 30-Apr\n", + " 35\n", + " 29.4\n", + " 119\n", + " 29.4\n", + " 0\n", + " unknown\n", " \n", " \n", " Irish\n", " 28\n", - " 22.2\n", - " 126\n", - " 16.7\n", - " 5.5\n", - " 13-May\n", + " 28.6\n", + " 98\n", + " 28.6\n", + " 0\n", + " unknown\n", " \n", " \n", " Other Black\n", - " 21\n", - " 18.8\n", + " 35\n", + " 31.2\n", " 112\n", - " 18.8\n", + " 31.2\n", " 0\n", " unknown\n", " \n", " \n", " Other White\n", - " 14\n", - " 14.3\n", - " 98\n", - " 14.3\n", + " 42\n", + " 35.3\n", + " 119\n", + " 35.3\n", " 0\n", " unknown\n", " \n", " \n", " Other mixed\n", - " 28\n", - " 23.5\n", - " 119\n", - " 23.5\n", - " 0\n", - " unknown\n", + " 35\n", + " 31.2\n", + " 112\n", + " 25\n", + " 6.2\n", + " 02-Aug\n", " \n", " \n", " Pakistani or British Pakistani\n", - " 21\n", - " 20.0\n", - " 105\n", - " 20\n", + " 42\n", + " 42.9\n", + " 98\n", + " 42.9\n", " 0\n", " unknown\n", " \n", " \n", " Unknown\n", - " 56\n", - " 19.0\n", - " 294\n", - " 19\n", + " 98\n", + " 32.6\n", + " 301\n", + " 32.6\n", " 0\n", " unknown\n", " \n", " \n", " White + Asian\n", - " 21\n", - " 18.8\n", - " 112\n", - " 18.8\n", + " 42\n", + " 40.0\n", + " 105\n", + " 40\n", " 0\n", " unknown\n", " \n", " \n", " White + Black African\n", - " 28\n", - " 25.0\n", + " 35\n", + " 31.2\n", " 112\n", " 25\n", - " 0\n", - " unknown\n", + " 6.2\n", + " 02-Aug\n", " \n", " \n", " White + Black Caribbean\n", " 28\n", - " 20.0\n", - " 140\n", - " 15\n", - " 5\n", - " 25-May\n", + " 28.6\n", + " 98\n", + " 28.6\n", + " 0\n", + " unknown\n", " \n", " \n", " imd_categories\n", " 1 Most deprived\n", - " 77\n", - " 19.0\n", - " 406\n", - " 17.2\n", - " 1.8\n", + " 133\n", + " 33.3\n", + " 399\n", + " 31.6\n", + " 1.7\n", " unknown\n", " \n", " \n", " 2\n", - " 91\n", - " 24.5\n", - " 371\n", - " 20.8\n", - " 3.7\n", - " 19-Jun\n", + " 112\n", + " 28.6\n", + " 392\n", + " 26.8\n", + " 1.8\n", + " unknown\n", " \n", " \n", " 3\n", - " 84\n", - " 20.0\n", - " 420\n", - " 18.3\n", - " 1.7\n", + " 133\n", + " 35.8\n", + " 371\n", + " 35.8\n", + " 0\n", " unknown\n", " \n", " \n", " 4\n", - " 91\n", - " 22.0\n", + " 140\n", + " 33.9\n", " 413\n", - " 20.3\n", + " 32.2\n", " 1.7\n", " unknown\n", " \n", " \n", " 5 Least deprived\n", - " 77\n", - " 18.6\n", - " 413\n", - " 16.9\n", - " 1.7\n", + " 119\n", + " 31.5\n", + " 378\n", + " 29.6\n", + " 1.9\n", " unknown\n", " \n", " \n", " Unknown\n", " 28\n", - " 28.6\n", - " 98\n", - " 21.4\n", - " 7.2\n", - " 16-Apr\n", + " 30.8\n", + " 91\n", + " 30.8\n", + " 0\n", + " unknown\n", " \n", " \n", " bmi\n", " 30+\n", - " 140\n", - " 20.8\n", - " 672\n", - " 18.8\n", - " 2\n", + " 196\n", + " 33.3\n", + " 588\n", + " 32.1\n", + " 1.2\n", " unknown\n", " \n", " \n", " under 30\n", - " 301\n", - " 20.9\n", - " 1442\n", - " 18.9\n", - " 2\n", + " 476\n", + " 32.5\n", + " 1463\n", + " 31.1\n", + " 1.4\n", " unknown\n", " \n", " \n", " chronic_cardiac_disease\n", " no\n", - " 441\n", - " 21.1\n", - " 2086\n", - " 18.8\n", - " 2.3\n", + " 665\n", + " 32.8\n", + " 2030\n", + " 31.4\n", + " 1.4\n", " unknown\n", " \n", " \n", " yes\n", - " 7\n", - " 25.0\n", - " 28\n", - " 25\n", + " 0\n", + " 0.0\n", + " 21\n", + " 0\n", " 0\n", " unknown\n", " \n", " \n", " current_copd\n", " no\n", - " 448\n", - " 21.3\n", - " 2100\n", - " 19\n", - " 2.3\n", + " 658\n", + " 32.4\n", + " 2030\n", + " 31\n", + " 1.4\n", " unknown\n", " \n", " \n", " yes\n", - " 0\n", - " 0.0\n", " 14\n", - " 0\n", + " 66.7\n", + " 21\n", + " 66.7\n", " 0\n", " unknown\n", " \n", " \n", " dialysis\n", " no\n", - " 441\n", - " 21.1\n", - " 2093\n", - " 18.7\n", - " 2.4\n", + " 665\n", + " 32.6\n", + " 2037\n", + " 31.3\n", + " 1.3\n", " unknown\n", " \n", " \n", " yes\n", " 0\n", " 0.0\n", - " 21\n", + " 14\n", " 0\n", " 0\n", " unknown\n", @@ -20281,56 +21661,56 @@ " \n", " dmards\n", " no\n", - " 441\n", - " 21.1\n", - " 2093\n", - " 18.7\n", - " 2.4\n", + " 658\n", + " 32.4\n", + " 2030\n", + " 31\n", + " 1.4\n", " unknown\n", " \n", " \n", " yes\n", - " 0\n", - " 0.0\n", + " 7\n", + " 33.3\n", " 21\n", - " 0\n", + " 33.3\n", " 0\n", " unknown\n", " \n", " \n", " dementia\n", " no\n", - " 441\n", - " 21.1\n", - " 2093\n", - " 18.7\n", - " 2.4\n", + " 658\n", + " 32.4\n", + " 2030\n", + " 31.4\n", + " 1\n", " unknown\n", " \n", " \n", " yes\n", - " 7\n", - " 33.3\n", + " 0\n", + " 0.0\n", " 21\n", - " 33.3\n", + " 0\n", " 0\n", " unknown\n", " \n", " \n", " psychosis_schiz_bipolar\n", " no\n", - " 441\n", - " 21.1\n", - " 2093\n", - " 18.7\n", - " 2.4\n", + " 665\n", + " 32.6\n", + " 2037\n", + " 31.3\n", + " 1.3\n", " unknown\n", " \n", " \n", " yes\n", " 0\n", " 0.0\n", - " 21\n", + " 14\n", " 0\n", " 0\n", " unknown\n", @@ -20338,11 +21718,11 @@ " \n", " LD\n", " no\n", - " 434\n", - " 21.0\n", - " 2065\n", - " 19\n", - " 2\n", + " 651\n", + " 32.5\n", + " 2002\n", + " 31.1\n", + " 1.4\n", " unknown\n", " \n", " \n", @@ -20350,25 +21730,25 @@ " 14\n", " 28.6\n", " 49\n", - " 14.3\n", - " 14.3\n", - " 18-Mar\n", + " 28.6\n", + " 0\n", + " unknown\n", " \n", " \n", " ssri\n", " no\n", - " 441\n", - " 21.1\n", - " 2093\n", - " 18.7\n", - " 2.4\n", + " 665\n", + " 32.6\n", + " 2037\n", + " 31.3\n", + " 1.3\n", " unknown\n", " \n", " \n", " yes\n", " 0\n", " 0.0\n", - " 21\n", + " 14\n", " 0\n", " 0\n", " unknown\n", @@ -20376,18 +21756,18 @@ " \n", " chemo_or_radio\n", " no\n", - " 441\n", - " 21.1\n", - " 2093\n", - " 19.1\n", - " 2\n", + " 658\n", + " 32.5\n", + " 2023\n", + " 31.5\n", + " 1\n", " unknown\n", " \n", " \n", " yes\n", " 0\n", " 0.0\n", - " 21\n", + " 28\n", " 0\n", " 0\n", " unknown\n", @@ -20395,37 +21775,37 @@ " \n", " lung_cancer\n", " no\n", - " 441\n", - " 21.0\n", - " 2100\n", - " 19\n", - " 2\n", + " 658\n", + " 32.4\n", + " 2030\n", + " 31\n", + " 1.4\n", " unknown\n", " \n", " \n", " yes\n", - " 0\n", - " 0.0\n", - " 14\n", - " 0\n", + " 7\n", + " 33.3\n", + " 21\n", + " 33.3\n", " 0\n", " unknown\n", " \n", " \n", " cancer_excl_lung_and_haem\n", " no\n", - " 441\n", - " 21.1\n", - " 2093\n", - " 19.1\n", - " 2\n", + " 665\n", + " 32.6\n", + " 2037\n", + " 31.3\n", + " 1.3\n", " unknown\n", " \n", " \n", " yes\n", " 0\n", " 0.0\n", - " 21\n", + " 14\n", " 0\n", " 0\n", " unknown\n", @@ -20433,11 +21813,11 @@ " \n", " haematological_cancer\n", " no\n", - " 441\n", - " 21.0\n", - " 2100\n", - " 19\n", - " 2\n", + " 665\n", + " 32.6\n", + " 2037\n", + " 31.3\n", + " 1.3\n", " unknown\n", " \n", " \n", @@ -20461,12 +21841,12 @@ " \n", " \n", " Unknown\n", - " 448\n", - " 42.1\n", - " 1064\n", - " 37.5\n", - " 4.6\n", - " 29-Apr\n", + " 665\n", + " 64.6\n", + " 1029\n", + " 61.9\n", + " 2.7\n", + " 01-Aug\n", " \n", " \n", "\n", @@ -20475,319 +21855,323 @@ "text/plain": [ " vaccinated \\\n", "category group \n", - "overall overall 447 \n", - "sex F 224 \n", - " M 224 \n", - "ageband_5yr 0 28 \n", - " 0-15 28 \n", - " 16-29 21 \n", - " 30-34 28 \n", - " 35-39 21 \n", - " 40-44 28 \n", - " 45-49 21 \n", - " 50-54 42 \n", - " 55-59 28 \n", - " 60-64 28 \n", - " 65-69 21 \n", - " 70-74 42 \n", - " 75-79 21 \n", - " 80-84 35 \n", - " 85-89 28 \n", - " 90+ 28 \n", - "ethnicity_6_groups Black 84 \n", - " Mixed 70 \n", - " Other 63 \n", - " South Asian 77 \n", - " Unknown 70 \n", - " White 77 \n", - "ethnicity_16_groups African 28 \n", - " Bangladeshi or British Bangladeshi 21 \n", - " Caribbean 21 \n", - " Chinese 28 \n", + "overall overall 666 \n", + "sex F 343 \n", + " M 322 \n", + "ageband_5yr 0 0 \n", + " 0-15 35 \n", + " 16-17 63 \n", + " 18-29 42 \n", + " 30-34 42 \n", + " 35-39 35 \n", + " 40-44 49 \n", + " 45-49 49 \n", + " 50-54 35 \n", + " 55-59 35 \n", + " 60-64 42 \n", + " 65-69 56 \n", + " 70-74 49 \n", + " 75-79 42 \n", + " 80-84 42 \n", + " 85-89 42 \n", + " 90+ 7 \n", + "ethnicity_6_groups Black 105 \n", + " Mixed 112 \n", + " Other 133 \n", + " South Asian 119 \n", + " Unknown 98 \n", + " White 98 \n", + "ethnicity_16_groups African 42 \n", + " Bangladeshi or British Bangladeshi 35 \n", + " Caribbean 35 \n", + " Chinese 42 \n", " Other 35 \n", - " Other Asian 21 \n", - " British or Mixed British 14 \n", - " Indian or British Indian 28 \n", + " Other Asian 35 \n", + " British or Mixed British 28 \n", + " Indian or British Indian 35 \n", " Irish 28 \n", - " Other Black 21 \n", - " Other White 14 \n", - " Other mixed 28 \n", - " Pakistani or British Pakistani 21 \n", - " Unknown 56 \n", - " White + Asian 21 \n", - " White + Black African 28 \n", + " Other Black 35 \n", + " Other White 42 \n", + " Other mixed 35 \n", + " Pakistani or British Pakistani 42 \n", + " Unknown 98 \n", + " White + Asian 42 \n", + " White + Black African 35 \n", " White + Black Caribbean 28 \n", - "imd_categories 1 Most deprived 77 \n", - " 2 91 \n", - " 3 84 \n", - " 4 91 \n", - " 5 Least deprived 77 \n", + "imd_categories 1 Most deprived 133 \n", + " 2 112 \n", + " 3 133 \n", + " 4 140 \n", + " 5 Least deprived 119 \n", " Unknown 28 \n", - "bmi 30+ 140 \n", - " under 30 301 \n", - "chronic_cardiac_disease no 441 \n", - " yes 7 \n", - "current_copd no 448 \n", + "bmi 30+ 196 \n", + " under 30 476 \n", + "chronic_cardiac_disease no 665 \n", " yes 0 \n", - "dialysis no 441 \n", - " yes 0 \n", - "dmards no 441 \n", + "current_copd no 658 \n", + " yes 14 \n", + "dialysis no 665 \n", " yes 0 \n", - "dementia no 441 \n", + "dmards no 658 \n", " yes 7 \n", - "psychosis_schiz_bipolar no 441 \n", + "dementia no 658 \n", " yes 0 \n", - "LD no 434 \n", - " yes 14 \n", - "ssri no 441 \n", + "psychosis_schiz_bipolar no 665 \n", " yes 0 \n", - "chemo_or_radio no 441 \n", + "LD no 651 \n", + " yes 14 \n", + "ssri no 665 \n", " yes 0 \n", - "lung_cancer no 441 \n", + "chemo_or_radio no 658 \n", " yes 0 \n", - "cancer_excl_lung_and_haem no 441 \n", + "lung_cancer no 658 \n", + " yes 7 \n", + "cancer_excl_lung_and_haem no 665 \n", " yes 0 \n", - "haematological_cancer no 441 \n", + "haematological_cancer no 665 \n", " yes 0 \n", "brand_of_first_dose Pfizer 0 \n", - " Unknown 448 \n", + " Unknown 665 \n", "\n", " percent total \\\n", "category group \n", - "overall overall 21.1 2114 \n", - "sex F 20.6 1085 \n", - " M 21.8 1029 \n", - "ageband_5yr 0 23.5 119 \n", - " 0-15 20.0 140 \n", - " 16-29 15.0 140 \n", - " 30-34 20.0 140 \n", - " 35-39 17.6 119 \n", - " 40-44 21.1 133 \n", - " 45-49 15.8 133 \n", - " 50-54 28.6 147 \n", - " 55-59 21.1 133 \n", - " 60-64 21.1 133 \n", - " 65-69 15.8 133 \n", - " 70-74 33.3 126 \n", - " 75-79 17.6 119 \n", - " 80-84 25.0 140 \n", - " 85-89 20.0 140 \n", - " 90+ 22.2 126 \n", - "ethnicity_6_groups Black 22.2 378 \n", - " Mixed 20.4 343 \n", - " Other 17.6 357 \n", - " South Asian 21.6 357 \n", - " Unknown 23.3 301 \n", - " White 20.8 371 \n", - "ethnicity_16_groups African 23.5 119 \n", - " Bangladeshi or British Bangladeshi 18.8 112 \n", - " Caribbean 17.6 119 \n", - " Chinese 23.5 119 \n", + "overall overall 32.5 2051 \n", + "sex F 32.0 1071 \n", + " M 32.9 980 \n", + "ageband_5yr 0 0.0 21 \n", + " 0-15 27.8 126 \n", + " 16-17 40.9 154 \n", + " 18-29 28.6 147 \n", + " 30-34 37.5 112 \n", + " 35-39 27.8 126 \n", + " 40-44 38.9 126 \n", + " 45-49 35.0 140 \n", + " 50-54 27.8 126 \n", + " 55-59 27.8 126 \n", + " 60-64 35.3 119 \n", + " 65-69 36.4 154 \n", + " 70-74 35.0 140 \n", + " 75-79 33.3 126 \n", + " 80-84 30.0 140 \n", + " 85-89 30.0 140 \n", + " 90+ 25.0 28 \n", + "ethnicity_6_groups Black 30.0 350 \n", + " Mixed 32.0 350 \n", + " Other 35.8 371 \n", + " South Asian 35.4 336 \n", + " Unknown 31.1 315 \n", + " White 29.8 329 \n", + "ethnicity_16_groups African 35.3 119 \n", + " Bangladeshi or British Bangladeshi 31.2 112 \n", + " Caribbean 27.8 126 \n", + " Chinese 37.5 112 \n", " Other 31.2 112 \n", - " Other Asian 20.0 105 \n", - " British or Mixed British 14.3 98 \n", - " Indian or British Indian 25.0 112 \n", - " Irish 22.2 126 \n", - " Other Black 18.8 112 \n", - " Other White 14.3 98 \n", - " Other mixed 23.5 119 \n", - " Pakistani or British Pakistani 20.0 105 \n", - " Unknown 19.0 294 \n", - " White + Asian 18.8 112 \n", - " White + Black African 25.0 112 \n", - " White + Black Caribbean 20.0 140 \n", - "imd_categories 1 Most deprived 19.0 406 \n", - " 2 24.5 371 \n", - " 3 20.0 420 \n", - " 4 22.0 413 \n", - " 5 Least deprived 18.6 413 \n", - " Unknown 28.6 98 \n", - "bmi 30+ 20.8 672 \n", - " under 30 20.9 1442 \n", - "chronic_cardiac_disease no 21.1 2086 \n", - " yes 25.0 28 \n", - "current_copd no 21.3 2100 \n", - " yes 0.0 14 \n", - "dialysis no 21.1 2093 \n", - " yes 0.0 21 \n", - "dmards no 21.1 2093 \n", + " Other Asian 33.3 105 \n", + " British or Mixed British 30.8 91 \n", + " Indian or British Indian 29.4 119 \n", + " Irish 28.6 98 \n", + " Other Black 31.2 112 \n", + " Other White 35.3 119 \n", + " Other mixed 31.2 112 \n", + " Pakistani or British Pakistani 42.9 98 \n", + " Unknown 32.6 301 \n", + " White + Asian 40.0 105 \n", + " White + Black African 31.2 112 \n", + " White + Black Caribbean 28.6 98 \n", + "imd_categories 1 Most deprived 33.3 399 \n", + " 2 28.6 392 \n", + " 3 35.8 371 \n", + " 4 33.9 413 \n", + " 5 Least deprived 31.5 378 \n", + " Unknown 30.8 91 \n", + "bmi 30+ 33.3 588 \n", + " under 30 32.5 1463 \n", + "chronic_cardiac_disease no 32.8 2030 \n", " yes 0.0 21 \n", - "dementia no 21.1 2093 \n", + "current_copd no 32.4 2030 \n", + " yes 66.7 21 \n", + "dialysis no 32.6 2037 \n", + " yes 0.0 14 \n", + "dmards no 32.4 2030 \n", " yes 33.3 21 \n", - "psychosis_schiz_bipolar no 21.1 2093 \n", + "dementia no 32.4 2030 \n", " yes 0.0 21 \n", - "LD no 21.0 2065 \n", + "psychosis_schiz_bipolar no 32.6 2037 \n", + " yes 0.0 14 \n", + "LD no 32.5 2002 \n", " yes 28.6 49 \n", - "ssri no 21.1 2093 \n", - " yes 0.0 21 \n", - "chemo_or_radio no 21.1 2093 \n", - " yes 0.0 21 \n", - "lung_cancer no 21.0 2100 \n", + "ssri no 32.6 2037 \n", " yes 0.0 14 \n", - "cancer_excl_lung_and_haem no 21.1 2093 \n", - " yes 0.0 21 \n", - "haematological_cancer no 21.0 2100 \n", + "chemo_or_radio no 32.5 2023 \n", + " yes 0.0 28 \n", + "lung_cancer no 32.4 2030 \n", + " yes 33.3 21 \n", + "cancer_excl_lung_and_haem no 32.6 2037 \n", + " yes 0.0 14 \n", + "haematological_cancer no 32.6 2037 \n", " yes 0.0 14 \n", "brand_of_first_dose Pfizer 0.0 0 \n", - " Unknown 42.1 1064 \n", + " Unknown 64.6 1029 \n", "\n", " vaccinated 7d previous (percent) \\\n", "category group \n", - "overall overall 18.9 \n", - "sex F 18.1 \n", - " M 19.7 \n", - "ageband_5yr 0 23.5 \n", - " 0-15 20 \n", - " 16-29 15 \n", - " 30-34 20 \n", - " 35-39 11.8 \n", - " 40-44 15.8 \n", - " 45-49 15.8 \n", - " 50-54 23.8 \n", - " 55-59 15.8 \n", - " 60-64 15.8 \n", - " 65-69 15.8 \n", - " 70-74 27.8 \n", - " 75-79 17.6 \n", - " 80-84 20 \n", - " 85-89 20 \n", - " 90+ 22.2 \n", - "ethnicity_6_groups Black 20.4 \n", - " Mixed 18.4 \n", - " Other 15.7 \n", - " South Asian 21.6 \n", - " Unknown 20.9 \n", - " White 17 \n", - "ethnicity_16_groups African 23.5 \n", - " Bangladeshi or British Bangladeshi 12.5 \n", - " Caribbean 11.8 \n", - " Chinese 23.5 \n", + "overall overall 31.2 \n", + "sex F 30.7 \n", + " M 31.4 \n", + "ageband_5yr 0 0 \n", + " 0-15 27.8 \n", + " 16-17 40.9 \n", + " 18-29 28.6 \n", + " 30-34 37.5 \n", + " 35-39 22.2 \n", + " 40-44 38.9 \n", + " 45-49 30 \n", + " 50-54 27.8 \n", + " 55-59 27.8 \n", + " 60-64 35.3 \n", + " 65-69 36.4 \n", + " 70-74 35 \n", + " 75-79 27.8 \n", + " 80-84 25 \n", + " 85-89 30 \n", + " 90+ 25 \n", + "ethnicity_6_groups Black 30 \n", + " Mixed 32 \n", + " Other 34 \n", + " South Asian 33.3 \n", + " Unknown 31.1 \n", + " White 27.7 \n", + "ethnicity_16_groups African 29.4 \n", + " Bangladeshi or British Bangladeshi 31.2 \n", + " Caribbean 22.2 \n", + " Chinese 37.5 \n", " Other 31.2 \n", - " Other Asian 20 \n", - " British or Mixed British 14.3 \n", - " Indian or British Indian 18.8 \n", - " Irish 16.7 \n", - " Other Black 18.8 \n", - " Other White 14.3 \n", - " Other mixed 23.5 \n", - " Pakistani or British Pakistani 20 \n", - " Unknown 19 \n", - " White + Asian 18.8 \n", + " Other Asian 33.3 \n", + " British or Mixed British 30.8 \n", + " Indian or British Indian 29.4 \n", + " Irish 28.6 \n", + " Other Black 31.2 \n", + " Other White 35.3 \n", + " Other mixed 25 \n", + " Pakistani or British Pakistani 42.9 \n", + " Unknown 32.6 \n", + " White + Asian 40 \n", " White + Black African 25 \n", - " White + Black Caribbean 15 \n", - "imd_categories 1 Most deprived 17.2 \n", - " 2 20.8 \n", - " 3 18.3 \n", - " 4 20.3 \n", - " 5 Least deprived 16.9 \n", - " Unknown 21.4 \n", - "bmi 30+ 18.8 \n", - " under 30 18.9 \n", - "chronic_cardiac_disease no 18.8 \n", - " yes 25 \n", - "current_copd no 19 \n", + " White + Black Caribbean 28.6 \n", + "imd_categories 1 Most deprived 31.6 \n", + " 2 26.8 \n", + " 3 35.8 \n", + " 4 32.2 \n", + " 5 Least deprived 29.6 \n", + " Unknown 30.8 \n", + "bmi 30+ 32.1 \n", + " under 30 31.1 \n", + "chronic_cardiac_disease no 31.4 \n", " yes 0 \n", - "dialysis no 18.7 \n", - " yes 0 \n", - "dmards no 18.7 \n", + "current_copd no 31 \n", + " yes 66.7 \n", + "dialysis no 31.3 \n", " yes 0 \n", - "dementia no 18.7 \n", + "dmards no 31 \n", " yes 33.3 \n", - "psychosis_schiz_bipolar no 18.7 \n", + "dementia no 31.4 \n", " yes 0 \n", - "LD no 19 \n", - " yes 14.3 \n", - "ssri no 18.7 \n", + "psychosis_schiz_bipolar no 31.3 \n", " yes 0 \n", - "chemo_or_radio no 19.1 \n", + "LD no 31.1 \n", + " yes 28.6 \n", + "ssri no 31.3 \n", " yes 0 \n", - "lung_cancer no 19 \n", + "chemo_or_radio no 31.5 \n", " yes 0 \n", - "cancer_excl_lung_and_haem no 19.1 \n", + "lung_cancer no 31 \n", + " yes 33.3 \n", + "cancer_excl_lung_and_haem no 31.3 \n", " yes 0 \n", - "haematological_cancer no 19 \n", + "haematological_cancer no 31.3 \n", " yes 0 \n", "brand_of_first_dose Pfizer NaN \n", - " Unknown 37.5 \n", + " Unknown 61.9 \n", "\n", " Uptake over last 7d (percent) \\\n", "category group \n", - "overall overall 2.2 \n", - "sex F 2.5 \n", - " M 2.1 \n", + "overall overall 1.3 \n", + "sex F 1.3 \n", + " M 1.5 \n", "ageband_5yr 0 0 \n", " 0-15 0 \n", - " 16-29 0 \n", + " 16-17 0 \n", + " 18-29 0 \n", " 30-34 0 \n", - " 35-39 5.8 \n", - " 40-44 5.3 \n", - " 45-49 0 \n", - " 50-54 4.8 \n", - " 55-59 5.3 \n", - " 60-64 5.3 \n", + " 35-39 5.6 \n", + " 40-44 0 \n", + " 45-49 5 \n", + " 50-54 0 \n", + " 55-59 0 \n", + " 60-64 0 \n", " 65-69 0 \n", - " 70-74 5.5 \n", - " 75-79 0 \n", + " 70-74 0 \n", + " 75-79 5.5 \n", " 80-84 5 \n", " 85-89 0 \n", " 90+ 0 \n", - "ethnicity_6_groups Black 1.8 \n", - " Mixed 2 \n", - " Other 1.9 \n", - " South Asian 0 \n", - " Unknown 2.4 \n", - " White 3.8 \n", - "ethnicity_16_groups African 0 \n", - " Bangladeshi or British Bangladeshi 6.3 \n", - " Caribbean 5.8 \n", + "ethnicity_6_groups Black 0 \n", + " Mixed 0 \n", + " Other 1.8 \n", + " South Asian 2.1 \n", + " Unknown 0 \n", + " White 2.1 \n", + "ethnicity_16_groups African 5.9 \n", + " Bangladeshi or British Bangladeshi 0 \n", + " Caribbean 5.6 \n", " Chinese 0 \n", " Other 0 \n", " Other Asian 0 \n", " British or Mixed British 0 \n", - " Indian or British Indian 6.2 \n", - " Irish 5.5 \n", + " Indian or British Indian 0 \n", + " Irish 0 \n", " Other Black 0 \n", " Other White 0 \n", - " Other mixed 0 \n", + " Other mixed 6.2 \n", " Pakistani or British Pakistani 0 \n", " Unknown 0 \n", " White + Asian 0 \n", - " White + Black African 0 \n", - " White + Black Caribbean 5 \n", - "imd_categories 1 Most deprived 1.8 \n", - " 2 3.7 \n", - " 3 1.7 \n", + " White + Black African 6.2 \n", + " White + Black Caribbean 0 \n", + "imd_categories 1 Most deprived 1.7 \n", + " 2 1.8 \n", + " 3 0 \n", " 4 1.7 \n", - " 5 Least deprived 1.7 \n", - " Unknown 7.2 \n", - "bmi 30+ 2 \n", - " under 30 2 \n", - "chronic_cardiac_disease no 2.3 \n", + " 5 Least deprived 1.9 \n", + " Unknown 0 \n", + "bmi 30+ 1.2 \n", + " under 30 1.4 \n", + "chronic_cardiac_disease no 1.4 \n", " yes 0 \n", - "current_copd no 2.3 \n", + "current_copd no 1.4 \n", " yes 0 \n", - "dialysis no 2.4 \n", + "dialysis no 1.3 \n", " yes 0 \n", - "dmards no 2.4 \n", + "dmards no 1.4 \n", " yes 0 \n", - "dementia no 2.4 \n", + "dementia no 1 \n", " yes 0 \n", - "psychosis_schiz_bipolar no 2.4 \n", + "psychosis_schiz_bipolar no 1.3 \n", " yes 0 \n", - "LD no 2 \n", - " yes 14.3 \n", - "ssri no 2.4 \n", + "LD no 1.4 \n", " yes 0 \n", - "chemo_or_radio no 2 \n", + "ssri no 1.3 \n", + " yes 0 \n", + "chemo_or_radio no 1 \n", " yes 0 \n", - "lung_cancer no 2 \n", + "lung_cancer no 1.4 \n", " yes 0 \n", - "cancer_excl_lung_and_haem no 2 \n", + "cancer_excl_lung_and_haem no 1.3 \n", " yes 0 \n", - "haematological_cancer no 2 \n", + "haematological_cancer no 1.3 \n", " yes 0 \n", "brand_of_first_dose Pfizer 0 \n", - " Unknown 4.6 \n", + " Unknown 2.7 \n", "\n", " Date projected to reach 90% \n", "category group \n", @@ -20796,18 +22180,19 @@ " M unknown \n", "ageband_5yr 0 unknown \n", " 0-15 unknown \n", - " 16-29 unknown \n", + " 16-17 unknown \n", + " 18-29 unknown \n", " 30-34 unknown \n", - " 35-39 14-May \n", - " 40-44 18-May \n", - " 45-49 unknown \n", - " 50-54 16-May \n", - " 55-59 18-May \n", - " 60-64 18-May \n", + " 35-39 13-Aug \n", + " 40-44 unknown \n", + " 45-49 13-Aug \n", + " 50-54 unknown \n", + " 55-59 unknown \n", + " 60-64 unknown \n", " 65-69 unknown \n", - " 70-74 29-Apr \n", - " 75-79 unknown \n", - " 80-84 18-May \n", + " 70-74 unknown \n", + " 75-79 08-Aug \n", + " 80-84 20-Aug \n", " 85-89 unknown \n", " 90+ unknown \n", "ethnicity_6_groups Black unknown \n", @@ -20815,30 +22200,30 @@ " Other unknown \n", " South Asian unknown \n", " Unknown unknown \n", - " White 23-Jun \n", - "ethnicity_16_groups African unknown \n", - " Bangladeshi or British Bangladeshi 06-May \n", - " Caribbean 14-May \n", + " White unknown \n", + "ethnicity_16_groups African 31-Jul \n", + " Bangladeshi or British Bangladeshi unknown \n", + " Caribbean 13-Aug \n", " Chinese unknown \n", " Other unknown \n", " Other Asian unknown \n", " British or Mixed British unknown \n", - " Indian or British Indian 30-Apr \n", - " Irish 13-May \n", + " Indian or British Indian unknown \n", + " Irish unknown \n", " Other Black unknown \n", " Other White unknown \n", - " Other mixed unknown \n", + " Other mixed 02-Aug \n", " Pakistani or British Pakistani unknown \n", " Unknown unknown \n", " White + Asian unknown \n", - " White + Black African unknown \n", - " White + Black Caribbean 25-May \n", + " White + Black African 02-Aug \n", + " White + Black Caribbean unknown \n", "imd_categories 1 Most deprived unknown \n", - " 2 19-Jun \n", + " 2 unknown \n", " 3 unknown \n", " 4 unknown \n", " 5 Least deprived unknown \n", - " Unknown 16-Apr \n", + " Unknown unknown \n", "bmi 30+ unknown \n", " under 30 unknown \n", "chronic_cardiac_disease no unknown \n", @@ -20854,7 +22239,7 @@ "psychosis_schiz_bipolar no unknown \n", " yes unknown \n", "LD no unknown \n", - " yes 18-Mar \n", + " yes unknown \n", "ssri no unknown \n", " yes unknown \n", "chemo_or_radio no unknown \n", @@ -20866,7 +22251,7 @@ "haematological_cancer no unknown \n", " yes unknown \n", "brand_of_first_dose Pfizer unknown \n", - " Unknown 29-Apr " + " Unknown 01-Aug " ] }, "metadata": {}, @@ -20887,7 +22272,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (first dose 14w ago) among **70-79** population up to 2021-02-16" + "## COVID vaccination rollout (first dose 14w ago) among **70-79** population up to 2021-05-28" ], "text/plain": [ "" @@ -20939,713 +22324,1476 @@ " Date projected to reach 90%\n", " \n", " \n", - " category\n", - " group\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " category\n", + " group\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " overall\n", + " overall\n", + " 1175\n", + " 32.3\n", + " 3633\n", + " 30.6\n", + " 1.7\n", + " unknown\n", + " \n", + " \n", + " sex\n", + " F\n", + " 588\n", + " 32.2\n", + " 1827\n", + " 30.7\n", + " 1.5\n", + " unknown\n", + " \n", + " \n", + " M\n", + " 588\n", + " 32.6\n", + " 1806\n", + " 30.6\n", + " 2\n", + " unknown\n", + " \n", + " \n", + " ageband_5yr\n", + " 0\n", + " 21\n", + " 42.9\n", + " 49\n", + " 28.6\n", + " 14.3\n", + " 20-Jun\n", + " \n", + " \n", + " 0-15\n", + " 77\n", + " 32.4\n", + " 238\n", + " 29.4\n", + " 3\n", + " 09-Oct\n", + " \n", + " \n", + " 16-17\n", + " 91\n", + " 34.2\n", + " 266\n", + " 31.6\n", + " 2.6\n", + " 25-Oct\n", + " \n", + " \n", + " 18-29\n", + " 70\n", + " 34.5\n", + " 203\n", + " 34.5\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " 30-34\n", + " 77\n", + " 29.7\n", + " 259\n", + " 27\n", + " 2.7\n", + " 31-Oct\n", + " \n", + " \n", + " 35-39\n", + " 77\n", + " 31.4\n", + " 245\n", + " 28.6\n", + " 2.8\n", + " 21-Oct\n", + " \n", + " \n", + " 40-44\n", + " 77\n", + " 32.4\n", + " 238\n", + " 32.4\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " 45-49\n", + " 70\n", + " 29.4\n", + " 238\n", + " 29.4\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " 50-54\n", + " 63\n", + " 26.5\n", + " 238\n", + " 26.5\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " 55-59\n", + " 84\n", + " 34.3\n", + " 245\n", + " 31.4\n", + " 2.9\n", + " 09-Oct\n", + " \n", + " \n", + " 60-64\n", + " 70\n", + " 31.2\n", + " 224\n", + " 28.1\n", + " 3.1\n", + " 07-Oct\n", + " \n", + " \n", + " 65-69\n", + " 77\n", + " 35.5\n", + " 217\n", + " 32.3\n", + " 3.2\n", + " 24-Sep\n", + " \n", + " \n", + " 70-74\n", + " 84\n", + " 40.0\n", + " 210\n", + " 36.7\n", + " 3.3\n", + " 11-Sep\n", + " \n", + " \n", + " 75-79\n", + " 77\n", + " 34.4\n", + " 224\n", + " 31.2\n", + " 3.2\n", + " 26-Sep\n", " \n", - " \n", - " \n", " \n", - " overall\n", - " overall\n", - " 746\n", - " 21.4\n", - " 3486\n", - " 19.1\n", + " 80-84\n", + " 70\n", + " 31.2\n", + " 224\n", + " 31.2\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " 85-89\n", + " 77\n", + " 29.7\n", + " 259\n", + " 29.7\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " 90+\n", + " 14\n", + " 25.0\n", + " 56\n", + " 25\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " ethnicity_6_groups\n", + " Black\n", + " 203\n", + " 33.0\n", + " 616\n", + " 31.8\n", + " 1.2\n", + " unknown\n", + " \n", + " \n", + " Mixed\n", + " 189\n", + " 31.0\n", + " 609\n", + " 28.7\n", " 2.3\n", " unknown\n", " \n", " \n", - " sex\n", - " F\n", - " 364\n", - " 20.5\n", - " 1778\n", - " 18.1\n", - " 2.4\n", + " Other\n", + " 196\n", + " 31.8\n", + " 616\n", + " 30.7\n", + " 1.1\n", " unknown\n", " \n", " \n", - " M\n", - " 385\n", - " 22.5\n", - " 1708\n", - " 20.1\n", - " 2.4\n", + " South Asian\n", + " 196\n", + " 31.8\n", + " 616\n", + " 29.5\n", + " 2.3\n", " unknown\n", " \n", " \n", - " ageband_5yr\n", - " 0\n", - " 42\n", - " 20.7\n", + " Unknown\n", + " 189\n", + " 34.6\n", + " 546\n", + " 32.1\n", + " 2.5\n", + " 30-Oct\n", + " \n", + " \n", + " White\n", + " 210\n", + " 33.7\n", + " 623\n", + " 30.3\n", + " 3.4\n", + " 20-Sep\n", + " \n", + " \n", + " ethnicity_16_groups\n", + " African\n", + " 56\n", + " 28.6\n", + " 196\n", + " 28.6\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Bangladeshi or British Bangladeshi\n", + " 63\n", + " 31.0\n", " 203\n", - " 17.2\n", - " 3.5\n", - " 04-Jul\n", + " 27.6\n", + " 3.4\n", + " 26-Sep\n", " \n", " \n", - " 0-15\n", - " 49\n", - " 21.9\n", + " Caribbean\n", + " 63\n", + " 36.0\n", + " 175\n", + " 32\n", + " 4\n", + " 30-Aug\n", + " \n", + " \n", + " Chinese\n", + " 77\n", + " 34.4\n", " 224\n", - " 18.8\n", - " 3.1\n", - " 19-Jul\n", + " 31.2\n", + " 3.2\n", + " 26-Sep\n", " \n", " \n", - " 16-29\n", - " 49\n", - " 25.0\n", + " Other\n", + " 56\n", + " 34.8\n", + " 161\n", + " 30.4\n", + " 4.4\n", + " 23-Aug\n", + " \n", + " \n", + " Other Asian\n", + " 56\n", + " 33.3\n", + " 168\n", + " 29.2\n", + " 4.1\n", + " 01-Sep\n", + " \n", + " \n", + " British or Mixed British\n", + " 70\n", + " 34.5\n", + " 203\n", + " 34.5\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Indian or British Indian\n", + " 63\n", + " 32.1\n", " 196\n", - " 21.4\n", - " 3.6\n", - " 22-Jun\n", + " 28.6\n", + " 3.5\n", + " 20-Sep\n", " \n", " \n", - " 30-34\n", - " 35\n", - " 17.9\n", + " Irish\n", + " 56\n", + " 25.8\n", + " 217\n", + " 22.6\n", + " 3.2\n", + " 15-Oct\n", + " \n", + " \n", + " Other Black\n", + " 63\n", + " 34.6\n", + " 182\n", + " 34.6\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Other White\n", + " 56\n", + " 30.8\n", + " 182\n", + " 30.8\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Other mixed\n", + " 63\n", + " 34.6\n", + " 182\n", + " 30.8\n", + " 3.8\n", + " 07-Sep\n", + " \n", + " \n", + " Pakistani or British Pakistani\n", + " 70\n", + " 35.7\n", " 196\n", - " 14.3\n", + " 32.1\n", " 3.6\n", - " 06-Jul\n", + " 10-Sep\n", " \n", " \n", - " 35-39\n", - " 49\n", - " 24.1\n", - " 203\n", - " 20.7\n", - " 3.4\n", - " 01-Jul\n", + " Unknown\n", + " 168\n", + " 31.6\n", + " 532\n", + " 30.3\n", + " 1.3\n", + " unknown\n", " \n", " \n", - " 40-44\n", + " White + Asian\n", + " 77\n", + " 33.3\n", + " 231\n", + " 30.3\n", + " 3\n", + " 07-Oct\n", + " \n", + " \n", + " White + Black African\n", " 56\n", - " 23.5\n", - " 238\n", - " 23.5\n", + " 30.8\n", + " 182\n", + " 30.8\n", " 0\n", " unknown\n", " \n", " \n", - " 45-49\n", - " 70\n", - " 27.8\n", - " 252\n", - " 25\n", - " 2.8\n", - " 21-Jul\n", + " White + Black Caribbean\n", + " 63\n", + " 30.0\n", + " 210\n", + " 26.7\n", + " 3.3\n", + " 02-Oct\n", + " \n", + " \n", + " imd_categories\n", + " 1 Most deprived\n", + " 231\n", + " 33.0\n", + " 700\n", + " 32\n", + " 1\n", + " unknown\n", + " \n", + " \n", + " 2\n", + " 238\n", + " 34.3\n", + " 693\n", + " 32.3\n", + " 2\n", + " unknown\n", + " \n", + " \n", + " 3\n", + " 203\n", + " 29.6\n", + " 686\n", + " 27.6\n", + " 2\n", + " unknown\n", + " \n", + " \n", + " 4\n", + " 217\n", + " 32.6\n", + " 665\n", + " 30.5\n", + " 2.1\n", + " unknown\n", + " \n", + " \n", + " 5 Least deprived\n", + " 224\n", + " 32.3\n", + " 693\n", + " 29.3\n", + " 3\n", + " 09-Oct\n", + " \n", + " \n", + " Unknown\n", + " 63\n", + " 32.1\n", + " 196\n", + " 32.1\n", + " 0\n", + " unknown\n", " \n", " \n", - " 50-54\n", - " 35\n", - " 15.2\n", - " 231\n", - " 15.2\n", - " 0\n", + " bmi\n", + " 30+\n", + " 357\n", + " 32.9\n", + " 1085\n", + " 31\n", + " 1.9\n", " unknown\n", " \n", " \n", - " 55-59\n", - " 49\n", - " 21.9\n", - " 224\n", - " 18.8\n", - " 3.1\n", - " 19-Jul\n", + " under 30\n", + " 819\n", + " 32.1\n", + " 2548\n", + " 30.2\n", + " 1.9\n", + " unknown\n", " \n", " \n", - " 60-64\n", - " 49\n", - " 22.6\n", - " 217\n", - " 19.4\n", - " 3.2\n", - " 13-Jul\n", + " chronic_cardiac_disease\n", + " no\n", + " 1162\n", + " 32.3\n", + " 3598\n", + " 30.7\n", + " 1.6\n", + " unknown\n", " \n", " \n", - " 65-69\n", - " 49\n", - " 21.9\n", - " 224\n", - " 18.8\n", - " 3.1\n", - " 19-Jul\n", + " yes\n", + " 7\n", + " 20.0\n", + " 35\n", + " 0\n", + " 20\n", + " 21-Jun\n", " \n", " \n", - " 70-74\n", - " 49\n", - " 21.9\n", - " 224\n", - " 18.8\n", - " 3.1\n", - " 19-Jul\n", + " current_copd\n", + " no\n", + " 1155\n", + " 32.2\n", + " 3591\n", + " 30.4\n", + " 1.8\n", + " unknown\n", " \n", " \n", - " 75-79\n", - " 49\n", - " 22.6\n", - " 217\n", - " 22.6\n", + " yes\n", + " 21\n", + " 50.0\n", + " 42\n", + " 50\n", " 0\n", " unknown\n", " \n", " \n", - " 80-84\n", - " 35\n", - " 16.7\n", - " 210\n", - " 16.7\n", - " 0\n", + " dialysis\n", + " no\n", + " 1162\n", + " 32.3\n", + " 3598\n", + " 30.5\n", + " 1.8\n", " unknown\n", " \n", " \n", - " 85-89\n", + " yes\n", + " 14\n", + " 40.0\n", " 35\n", - " 16.1\n", - " 217\n", - " 16.1\n", + " 40\n", " 0\n", " unknown\n", " \n", " \n", - " 90+\n", - " 42\n", - " 20.0\n", - " 210\n", - " 16.7\n", - " 3.3\n", - " 14-Jul\n", + " dmards\n", + " no\n", + " 1162\n", + " 32.3\n", + " 3598\n", + " 30.5\n", + " 1.8\n", + " unknown\n", " \n", " \n", - " ethnicity_6_groups\n", - " Black\n", - " 126\n", - " 20.5\n", - " 616\n", - " 17\n", - " 3.5\n", - " 05-Jul\n", + " yes\n", + " 14\n", + " 40.0\n", + " 35\n", + " 20\n", + " 20\n", + " 14-Jun\n", " \n", " \n", - " Mixed\n", - " 133\n", - " 22.4\n", - " 595\n", - " 18.8\n", - " 3.6\n", - " 27-Jun\n", + " dementia\n", + " no\n", + " 1162\n", + " 32.3\n", + " 3598\n", + " 30.5\n", + " 1.8\n", + " unknown\n", " \n", " \n", - " Other\n", - " 119\n", - " 19.5\n", - " 609\n", - " 17.2\n", - " 2.3\n", + " yes\n", + " 7\n", + " 20.0\n", + " 35\n", + " 20\n", + " 0\n", " unknown\n", " \n", " \n", - " South Asian\n", - " 126\n", - " 23.4\n", - " 539\n", - " 20.8\n", - " 2.6\n", + " psychosis_schiz_bipolar\n", + " no\n", + " 1162\n", + " 32.4\n", + " 3591\n", + " 30.6\n", + " 1.8\n", " unknown\n", " \n", " \n", - " Unknown\n", - " 119\n", - " 21.5\n", - " 553\n", - " 20.3\n", - " 1.2\n", + " yes\n", + " 7\n", + " 16.7\n", + " 42\n", + " 16.7\n", + " 0\n", " unknown\n", " \n", " \n", - " White\n", - " 133\n", - " 23.2\n", - " 574\n", - " 20.7\n", - " 2.5\n", + " LD\n", + " no\n", + " 1148\n", + " 32.3\n", + " 3556\n", + " 30.5\n", + " 1.8\n", " unknown\n", " \n", " \n", - " ethnicity_16_groups\n", - " African\n", + " yes\n", " 28\n", - " 16.0\n", - " 175\n", - " 16\n", + " 36.4\n", + " 77\n", + " 36.4\n", " 0\n", " unknown\n", " \n", " \n", - " Bangladeshi or British Bangladeshi\n", - " 42\n", - " 27.3\n", - " 154\n", - " 27.3\n", - " 0\n", + " ssri\n", + " no\n", + " 1162\n", + " 32.3\n", + " 3598\n", + " 30.5\n", + " 1.8\n", " unknown\n", " \n", " \n", - " Caribbean\n", + " yes\n", + " 14\n", + " 40.0\n", " 35\n", - " 18.5\n", - " 189\n", - " 18.5\n", + " 40\n", " 0\n", " unknown\n", " \n", " \n", - " Chinese\n", - " 35\n", - " 18.5\n", - " 189\n", - " 14.8\n", - " 3.7\n", - " 01-Jul\n", + " chemo_or_radio\n", + " no\n", + " 1169\n", + " 32.5\n", + " 3598\n", + " 30.5\n", + " 2\n", + " unknown\n", " \n", " \n", - " Other\n", + " yes\n", + " 7\n", + " 20.0\n", " 35\n", - " 20.8\n", - " 168\n", - " 20.8\n", + " 20\n", " 0\n", " unknown\n", " \n", " \n", - " Other Asian\n", - " 35\n", - " 19.2\n", - " 182\n", - " 15.4\n", - " 3.8\n", - " 26-Jun\n", + " lung_cancer\n", + " no\n", + " 1155\n", + " 32.2\n", + " 3584\n", + " 30.5\n", + " 1.7\n", + " unknown\n", " \n", " \n", - " British or Mixed British\n", + " yes\n", + " 14\n", + " 28.6\n", + " 49\n", + " 28.6\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " cancer_excl_lung_and_haem\n", + " no\n", + " 1162\n", + " 32.3\n", + " 3598\n", + " 30.5\n", + " 1.8\n", + " unknown\n", + " \n", + " \n", + " yes\n", + " 14\n", + " 40.0\n", " 35\n", - " 20.0\n", - " 175\n", - " 20\n", + " 40\n", " 0\n", " unknown\n", " \n", " \n", - " Indian or British Indian\n", - " 49\n", - " 25.9\n", - " 189\n", - " 22.2\n", - " 3.7\n", - " 17-Jun\n", + " haematological_cancer\n", + " no\n", + " 1162\n", + " 32.4\n", + " 3584\n", + " 30.7\n", + " 1.7\n", + " unknown\n", " \n", " \n", - " Irish\n", - " 28\n", - " 14.8\n", - " 189\n", - " 14.8\n", + " yes\n", + " 14\n", + " 28.6\n", + " 49\n", + " 28.6\n", " 0\n", " unknown\n", " \n", " \n", - " Other Black\n", - " 49\n", - " 26.9\n", - " 182\n", - " 23.1\n", - " 3.8\n", - " 12-Jun\n", + " brand_of_first_dose\n", + " Pfizer\n", + " 0\n", + " 0.0\n", + " 0\n", + " NaN\n", + " 0\n", + " unknown\n", " \n", " \n", - " Other White\n", - " 42\n", - " 22.2\n", - " 189\n", - " 18.5\n", - " 3.7\n", - " 24-Jun\n", + " Unknown\n", + " 1169\n", + " 65.0\n", + " 1799\n", + " 61.5\n", + " 3.5\n", + " 17-Jul\n", " \n", - " \n", - " Other mixed\n", - " 56\n", - " 25.8\n", - " 217\n", - " 22.6\n", - " 3.2\n", - " 06-Jul\n", + " \n", + "\n", + "" + ], + "text/plain": [ + " vaccinated \\\n", + "category group \n", + "overall overall 1175 \n", + "sex F 588 \n", + " M 588 \n", + "ageband_5yr 0 21 \n", + " 0-15 77 \n", + " 16-17 91 \n", + " 18-29 70 \n", + " 30-34 77 \n", + " 35-39 77 \n", + " 40-44 77 \n", + " 45-49 70 \n", + " 50-54 63 \n", + " 55-59 84 \n", + " 60-64 70 \n", + " 65-69 77 \n", + " 70-74 84 \n", + " 75-79 77 \n", + " 80-84 70 \n", + " 85-89 77 \n", + " 90+ 14 \n", + "ethnicity_6_groups Black 203 \n", + " Mixed 189 \n", + " Other 196 \n", + " South Asian 196 \n", + " Unknown 189 \n", + " White 210 \n", + "ethnicity_16_groups African 56 \n", + " Bangladeshi or British Bangladeshi 63 \n", + " Caribbean 63 \n", + " Chinese 77 \n", + " Other 56 \n", + " Other Asian 56 \n", + " British or Mixed British 70 \n", + " Indian or British Indian 63 \n", + " Irish 56 \n", + " Other Black 63 \n", + " Other White 56 \n", + " Other mixed 63 \n", + " Pakistani or British Pakistani 70 \n", + " Unknown 168 \n", + " White + Asian 77 \n", + " White + Black African 56 \n", + " White + Black Caribbean 63 \n", + "imd_categories 1 Most deprived 231 \n", + " 2 238 \n", + " 3 203 \n", + " 4 217 \n", + " 5 Least deprived 224 \n", + " Unknown 63 \n", + "bmi 30+ 357 \n", + " under 30 819 \n", + "chronic_cardiac_disease no 1162 \n", + " yes 7 \n", + "current_copd no 1155 \n", + " yes 21 \n", + "dialysis no 1162 \n", + " yes 14 \n", + "dmards no 1162 \n", + " yes 14 \n", + "dementia no 1162 \n", + " yes 7 \n", + "psychosis_schiz_bipolar no 1162 \n", + " yes 7 \n", + "LD no 1148 \n", + " yes 28 \n", + "ssri no 1162 \n", + " yes 14 \n", + "chemo_or_radio no 1169 \n", + " yes 7 \n", + "lung_cancer no 1155 \n", + " yes 14 \n", + "cancer_excl_lung_and_haem no 1162 \n", + " yes 14 \n", + "haematological_cancer no 1162 \n", + " yes 14 \n", + "brand_of_first_dose Pfizer 0 \n", + " Unknown 1169 \n", + "\n", + " percent total \\\n", + "category group \n", + "overall overall 32.3 3633 \n", + "sex F 32.2 1827 \n", + " M 32.6 1806 \n", + "ageband_5yr 0 42.9 49 \n", + " 0-15 32.4 238 \n", + " 16-17 34.2 266 \n", + " 18-29 34.5 203 \n", + " 30-34 29.7 259 \n", + " 35-39 31.4 245 \n", + " 40-44 32.4 238 \n", + " 45-49 29.4 238 \n", + " 50-54 26.5 238 \n", + " 55-59 34.3 245 \n", + " 60-64 31.2 224 \n", + " 65-69 35.5 217 \n", + " 70-74 40.0 210 \n", + " 75-79 34.4 224 \n", + " 80-84 31.2 224 \n", + " 85-89 29.7 259 \n", + " 90+ 25.0 56 \n", + "ethnicity_6_groups Black 33.0 616 \n", + " Mixed 31.0 609 \n", + " Other 31.8 616 \n", + " South Asian 31.8 616 \n", + " Unknown 34.6 546 \n", + " White 33.7 623 \n", + "ethnicity_16_groups African 28.6 196 \n", + " Bangladeshi or British Bangladeshi 31.0 203 \n", + " Caribbean 36.0 175 \n", + " Chinese 34.4 224 \n", + " Other 34.8 161 \n", + " Other Asian 33.3 168 \n", + " British or Mixed British 34.5 203 \n", + " Indian or British Indian 32.1 196 \n", + " Irish 25.8 217 \n", + " Other Black 34.6 182 \n", + " Other White 30.8 182 \n", + " Other mixed 34.6 182 \n", + " Pakistani or British Pakistani 35.7 196 \n", + " Unknown 31.6 532 \n", + " White + Asian 33.3 231 \n", + " White + Black African 30.8 182 \n", + " White + Black Caribbean 30.0 210 \n", + "imd_categories 1 Most deprived 33.0 700 \n", + " 2 34.3 693 \n", + " 3 29.6 686 \n", + " 4 32.6 665 \n", + " 5 Least deprived 32.3 693 \n", + " Unknown 32.1 196 \n", + "bmi 30+ 32.9 1085 \n", + " under 30 32.1 2548 \n", + "chronic_cardiac_disease no 32.3 3598 \n", + " yes 20.0 35 \n", + "current_copd no 32.2 3591 \n", + " yes 50.0 42 \n", + "dialysis no 32.3 3598 \n", + " yes 40.0 35 \n", + "dmards no 32.3 3598 \n", + " yes 40.0 35 \n", + "dementia no 32.3 3598 \n", + " yes 20.0 35 \n", + "psychosis_schiz_bipolar no 32.4 3591 \n", + " yes 16.7 42 \n", + "LD no 32.3 3556 \n", + " yes 36.4 77 \n", + "ssri no 32.3 3598 \n", + " yes 40.0 35 \n", + "chemo_or_radio no 32.5 3598 \n", + " yes 20.0 35 \n", + "lung_cancer no 32.2 3584 \n", + " yes 28.6 49 \n", + "cancer_excl_lung_and_haem no 32.3 3598 \n", + " yes 40.0 35 \n", + "haematological_cancer no 32.4 3584 \n", + " yes 28.6 49 \n", + "brand_of_first_dose Pfizer 0.0 0 \n", + " Unknown 65.0 1799 \n", + "\n", + " vaccinated 7d previous (percent) \\\n", + "category group \n", + "overall overall 30.6 \n", + "sex F 30.7 \n", + " M 30.6 \n", + "ageband_5yr 0 28.6 \n", + " 0-15 29.4 \n", + " 16-17 31.6 \n", + " 18-29 34.5 \n", + " 30-34 27 \n", + " 35-39 28.6 \n", + " 40-44 32.4 \n", + " 45-49 29.4 \n", + " 50-54 26.5 \n", + " 55-59 31.4 \n", + " 60-64 28.1 \n", + " 65-69 32.3 \n", + " 70-74 36.7 \n", + " 75-79 31.2 \n", + " 80-84 31.2 \n", + " 85-89 29.7 \n", + " 90+ 25 \n", + "ethnicity_6_groups Black 31.8 \n", + " Mixed 28.7 \n", + " Other 30.7 \n", + " South Asian 29.5 \n", + " Unknown 32.1 \n", + " White 30.3 \n", + "ethnicity_16_groups African 28.6 \n", + " Bangladeshi or British Bangladeshi 27.6 \n", + " Caribbean 32 \n", + " Chinese 31.2 \n", + " Other 30.4 \n", + " Other Asian 29.2 \n", + " British or Mixed British 34.5 \n", + " Indian or British Indian 28.6 \n", + " Irish 22.6 \n", + " Other Black 34.6 \n", + " Other White 30.8 \n", + " Other mixed 30.8 \n", + " Pakistani or British Pakistani 32.1 \n", + " Unknown 30.3 \n", + " White + Asian 30.3 \n", + " White + Black African 30.8 \n", + " White + Black Caribbean 26.7 \n", + "imd_categories 1 Most deprived 32 \n", + " 2 32.3 \n", + " 3 27.6 \n", + " 4 30.5 \n", + " 5 Least deprived 29.3 \n", + " Unknown 32.1 \n", + "bmi 30+ 31 \n", + " under 30 30.2 \n", + "chronic_cardiac_disease no 30.7 \n", + " yes 0 \n", + "current_copd no 30.4 \n", + " yes 50 \n", + "dialysis no 30.5 \n", + " yes 40 \n", + "dmards no 30.5 \n", + " yes 20 \n", + "dementia no 30.5 \n", + " yes 20 \n", + "psychosis_schiz_bipolar no 30.6 \n", + " yes 16.7 \n", + "LD no 30.5 \n", + " yes 36.4 \n", + "ssri no 30.5 \n", + " yes 40 \n", + "chemo_or_radio no 30.5 \n", + " yes 20 \n", + "lung_cancer no 30.5 \n", + " yes 28.6 \n", + "cancer_excl_lung_and_haem no 30.5 \n", + " yes 40 \n", + "haematological_cancer no 30.7 \n", + " yes 28.6 \n", + "brand_of_first_dose Pfizer NaN \n", + " Unknown 61.5 \n", + "\n", + " Uptake over last 7d (percent) \\\n", + "category group \n", + "overall overall 1.7 \n", + "sex F 1.5 \n", + " M 2 \n", + "ageband_5yr 0 14.3 \n", + " 0-15 3 \n", + " 16-17 2.6 \n", + " 18-29 0 \n", + " 30-34 2.7 \n", + " 35-39 2.8 \n", + " 40-44 0 \n", + " 45-49 0 \n", + " 50-54 0 \n", + " 55-59 2.9 \n", + " 60-64 3.1 \n", + " 65-69 3.2 \n", + " 70-74 3.3 \n", + " 75-79 3.2 \n", + " 80-84 0 \n", + " 85-89 0 \n", + " 90+ 0 \n", + "ethnicity_6_groups Black 1.2 \n", + " Mixed 2.3 \n", + " Other 1.1 \n", + " South Asian 2.3 \n", + " Unknown 2.5 \n", + " White 3.4 \n", + "ethnicity_16_groups African 0 \n", + " Bangladeshi or British Bangladeshi 3.4 \n", + " Caribbean 4 \n", + " Chinese 3.2 \n", + " Other 4.4 \n", + " Other Asian 4.1 \n", + " British or Mixed British 0 \n", + " Indian or British Indian 3.5 \n", + " Irish 3.2 \n", + " Other Black 0 \n", + " Other White 0 \n", + " Other mixed 3.8 \n", + " Pakistani or British Pakistani 3.6 \n", + " Unknown 1.3 \n", + " White + Asian 3 \n", + " White + Black African 0 \n", + " White + Black Caribbean 3.3 \n", + "imd_categories 1 Most deprived 1 \n", + " 2 2 \n", + " 3 2 \n", + " 4 2.1 \n", + " 5 Least deprived 3 \n", + " Unknown 0 \n", + "bmi 30+ 1.9 \n", + " under 30 1.9 \n", + "chronic_cardiac_disease no 1.6 \n", + " yes 20 \n", + "current_copd no 1.8 \n", + " yes 0 \n", + "dialysis no 1.8 \n", + " yes 0 \n", + "dmards no 1.8 \n", + " yes 20 \n", + "dementia no 1.8 \n", + " yes 0 \n", + "psychosis_schiz_bipolar no 1.8 \n", + " yes 0 \n", + "LD no 1.8 \n", + " yes 0 \n", + "ssri no 1.8 \n", + " yes 0 \n", + "chemo_or_radio no 2 \n", + " yes 0 \n", + "lung_cancer no 1.7 \n", + " yes 0 \n", + "cancer_excl_lung_and_haem no 1.8 \n", + " yes 0 \n", + "haematological_cancer no 1.7 \n", + " yes 0 \n", + "brand_of_first_dose Pfizer 0 \n", + " Unknown 3.5 \n", + "\n", + " Date projected to reach 90% \n", + "category group \n", + "overall overall unknown \n", + "sex F unknown \n", + " M unknown \n", + "ageband_5yr 0 20-Jun \n", + " 0-15 09-Oct \n", + " 16-17 25-Oct \n", + " 18-29 unknown \n", + " 30-34 31-Oct \n", + " 35-39 21-Oct \n", + " 40-44 unknown \n", + " 45-49 unknown \n", + " 50-54 unknown \n", + " 55-59 09-Oct \n", + " 60-64 07-Oct \n", + " 65-69 24-Sep \n", + " 70-74 11-Sep \n", + " 75-79 26-Sep \n", + " 80-84 unknown \n", + " 85-89 unknown \n", + " 90+ unknown \n", + "ethnicity_6_groups Black unknown \n", + " Mixed unknown \n", + " Other unknown \n", + " South Asian unknown \n", + " Unknown 30-Oct \n", + " White 20-Sep \n", + "ethnicity_16_groups African unknown \n", + " Bangladeshi or British Bangladeshi 26-Sep \n", + " Caribbean 30-Aug \n", + " Chinese 26-Sep \n", + " Other 23-Aug \n", + " Other Asian 01-Sep \n", + " British or Mixed British unknown \n", + " Indian or British Indian 20-Sep \n", + " Irish 15-Oct \n", + " Other Black unknown \n", + " Other White unknown \n", + " Other mixed 07-Sep \n", + " Pakistani or British Pakistani 10-Sep \n", + " Unknown unknown \n", + " White + Asian 07-Oct \n", + " White + Black African unknown \n", + " White + Black Caribbean 02-Oct \n", + "imd_categories 1 Most deprived unknown \n", + " 2 unknown \n", + " 3 unknown \n", + " 4 unknown \n", + " 5 Least deprived 09-Oct \n", + " Unknown unknown \n", + "bmi 30+ unknown \n", + " under 30 unknown \n", + "chronic_cardiac_disease no unknown \n", + " yes 21-Jun \n", + "current_copd no unknown \n", + " yes unknown \n", + "dialysis no unknown \n", + " yes unknown \n", + "dmards no unknown \n", + " yes 14-Jun \n", + "dementia no unknown \n", + " yes unknown \n", + "psychosis_schiz_bipolar no unknown \n", + " yes unknown \n", + "LD no unknown \n", + " yes unknown \n", + "ssri no unknown \n", + " yes unknown \n", + "chemo_or_radio no unknown \n", + " yes unknown \n", + "lung_cancer no unknown \n", + " yes unknown \n", + "cancer_excl_lung_and_haem no unknown \n", + " yes unknown \n", + "haematological_cancer no unknown \n", + " yes unknown \n", + "brand_of_first_dose Pfizer unknown \n", + " Unknown 17-Jul " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "## " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "## COVID vaccination rollout (first dose 14w ago) among **care home** population up to 2021-05-28" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "- 'Date projected to reach 90%' being 'unknown' indicates projection of >6mo (likely insufficient information)\n", + "- Patient counts rounded to the nearest 7" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", + " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", + " \n", " \n", - " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", - " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", - " \n", - " \n", + " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", - " \n", - " \n", + " \n", " \n", - " \n", + " \n", + " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", + " \n", + " \n", + " \n", " \n", - " \n", - " \n", - " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", - " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", " \n", - " \n", " \n", " \n", " \n", " \n", + " \n", " \n", " \n", " \n", @@ -21656,417 +23804,149 @@ " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
vaccinatedpercenttotalvaccinated 7d previous (percent)Uptake over last 7d (percent)Date projected to reach 90%
Pakistani or British Pakistani4224.017520411-Juncategorygroup
Unknown11220.554617.92.6overalloverall41030.0136528.91.1unknown
White + Asian2814.818914.80sexF21730.172128.21.9unknown
White + Black African3519.218215.43.826-JunM19630.464429.31.1unknown
White + Black Caribbean4924.120324.1ageband_5yr0725.028250unknown
imd_categories1 Most deprived14020.468618.420-152127.37727.30unknown
213321.3623183.311-Jul
315422.767919.63.117-Jul
415423.2665203.216-174242.99835.77.212-Jul
5 Least deprived14020.867219.81unknown
Unknown18-292818.215418.233.38433.30unknown
bmi30+22422.2100820.12.1unknown
under 3051820.9247818.62.3unknown
chronic_cardiac_diseaseno74221.5345819.22.330-342836.47736.40unknown
yes00.035-3928033.38433.30unknown
current_copdno73521.3344419.12.2unknown40-443529.411923.55.907-Aug
yes45-491433.34216.716.611-Mar
dialysisno73521.3345119.12.218.27718.20unknown
yes720.0352050-542130.070300unknown
dmardsno74221.5345119.12.455-592127.37727.30unknown
yes720.03560-642830.89130.802012-Marunknown
dementiano73521.3345119.12.265-692123.19123.10unknown
yes770-742120.03501052012-Mar0unknown
psychosis_schiz_bipolarno73521.3344419.12.275-792125.084250unknown
yes1433.34216.716.611-Mar80-843535.79828.67.120-Jul
LDno72121.1340918.92.285-892830.89130.80unknown
yes90+733.32127.37727.333.30unknown
ssrino74221.5345819.22.3unknownethnicity_6_groupsBlack7732.423829.4309-Oct
yes00.0280Mixed6327.323127.30unknown
chemo_or_radiono73521.3345118.92.4unknownOther7733.323130.3307-Oct
yes1440.03540South Asian5625.821725.80unknown
lung_cancerno74221.53458192.5unknown
yes725.028Unknown6331.02033102506-Mar
cancer_excl_lung_and_haemno73521.3344419.12.2unknown
yes716.74216.70unknownWhite7731.424528.62.821-Oct
haematological_cancerdementiano74221.5345119.32.240630.11351291.1unknown
yes00.03500unknown
brand_of_first_doseOxford-AZ00.0140NaN0unknown
brand_of_first_dosePfizer00.0
Unknown74243.1172238.64.529-Apr
\n", - "
" - ], - "text/plain": [ - " vaccinated \\\n", - "category group \n", - "overall overall 746 \n", - "sex F 364 \n", - " M 385 \n", - "ageband_5yr 0 42 \n", - " 0-15 49 \n", - " 16-29 49 \n", - " 30-34 35 \n", - " 35-39 49 \n", - " 40-44 56 \n", - " 45-49 70 \n", - " 50-54 35 \n", - " 55-59 49 \n", - " 60-64 49 \n", - " 65-69 49 \n", - " 70-74 49 \n", - " 75-79 49 \n", - " 80-84 35 \n", - " 85-89 35 \n", - " 90+ 42 \n", - "ethnicity_6_groups Black 126 \n", - " Mixed 133 \n", - " Other 119 \n", - " South Asian 126 \n", - " Unknown 119 \n", - " White 133 \n", - "ethnicity_16_groups African 28 \n", - " Bangladeshi or British Bangladeshi 42 \n", - " Caribbean 35 \n", - " Chinese 35 \n", - " Other 35 \n", - " Other Asian 35 \n", - " British or Mixed British 35 \n", - " Indian or British Indian 49 \n", - " Irish 28 \n", - " Other Black 49 \n", - " Other White 42 \n", - " Other mixed 56 \n", - " Pakistani or British Pakistani 42 \n", - " Unknown 112 \n", - " White + Asian 28 \n", - " White + Black African 35 \n", - " White + Black Caribbean 49 \n", - "imd_categories 1 Most deprived 140 \n", - " 2 133 \n", - " 3 154 \n", - " 4 154 \n", - " 5 Least deprived 140 \n", - " Unknown 28 \n", - "bmi 30+ 224 \n", - " under 30 518 \n", - "chronic_cardiac_disease no 742 \n", - " yes 0 \n", - "current_copd no 735 \n", - " yes 14 \n", - "dialysis no 735 \n", - " yes 7 \n", - "dmards no 742 \n", - " yes 7 \n", - "dementia no 735 \n", - " yes 7 \n", - "psychosis_schiz_bipolar no 735 \n", - " yes 14 \n", - "LD no 721 \n", - " yes 21 \n", - "ssri no 742 \n", - " yes 0 \n", - "chemo_or_radio no 735 \n", - " yes 14 \n", - "lung_cancer no 742 \n", - " yes 7 \n", - "cancer_excl_lung_and_haem no 735 \n", - " yes 7 \n", - "haematological_cancer no 742 \n", - " yes 0 \n", - "brand_of_first_dose Oxford-AZ 0 \n", - " Pfizer 0 \n", - " Unknown 742 \n", - "\n", - " percent total \\\n", - "category group \n", - "overall overall 21.4 3486 \n", - "sex F 20.5 1778 \n", - " M 22.5 1708 \n", - "ageband_5yr 0 20.7 203 \n", - " 0-15 21.9 224 \n", - " 16-29 25.0 196 \n", - " 30-34 17.9 196 \n", - " 35-39 24.1 203 \n", - " 40-44 23.5 238 \n", - " 45-49 27.8 252 \n", - " 50-54 15.2 231 \n", - " 55-59 21.9 224 \n", - " 60-64 22.6 217 \n", - " 65-69 21.9 224 \n", - " 70-74 21.9 224 \n", - " 75-79 22.6 217 \n", - " 80-84 16.7 210 \n", - " 85-89 16.1 217 \n", - " 90+ 20.0 210 \n", - "ethnicity_6_groups Black 20.5 616 \n", - " Mixed 22.4 595 \n", - " Other 19.5 609 \n", - " South Asian 23.4 539 \n", - " Unknown 21.5 553 \n", - " White 23.2 574 \n", - "ethnicity_16_groups African 16.0 175 \n", - " Bangladeshi or British Bangladeshi 27.3 154 \n", - " Caribbean 18.5 189 \n", - " Chinese 18.5 189 \n", - " Other 20.8 168 \n", - " Other Asian 19.2 182 \n", - " British or Mixed British 20.0 175 \n", - " Indian or British Indian 25.9 189 \n", - " Irish 14.8 189 \n", - " Other Black 26.9 182 \n", - " Other White 22.2 189 \n", - " Other mixed 25.8 217 \n", - " Pakistani or British Pakistani 24.0 175 \n", - " Unknown 20.5 546 \n", - " White + Asian 14.8 189 \n", - " White + Black African 19.2 182 \n", - " White + Black Caribbean 24.1 203 \n", - "imd_categories 1 Most deprived 20.4 686 \n", - " 2 21.3 623 \n", - " 3 22.7 679 \n", - " 4 23.2 665 \n", - " 5 Least deprived 20.8 672 \n", - " Unknown 18.2 154 \n", - "bmi 30+ 22.2 1008 \n", - " under 30 20.9 2478 \n", - "chronic_cardiac_disease no 21.5 3458 \n", - " yes 0.0 28 \n", - "current_copd no 21.3 3444 \n", - " yes 33.3 42 \n", - "dialysis no 21.3 3451 \n", - " yes 20.0 35 \n", - "dmards no 21.5 3451 \n", - " yes 20.0 35 \n", - "dementia no 21.3 3451 \n", - " yes 20.0 35 \n", - "psychosis_schiz_bipolar no 21.3 3444 \n", - " yes 33.3 42 \n", - "LD no 21.1 3409 \n", - " yes 27.3 77 \n", - "ssri no 21.5 3458 \n", - " yes 0.0 28 \n", - "chemo_or_radio no 21.3 3451 \n", - " yes 40.0 35 \n", - "lung_cancer no 21.5 3458 \n", - " yes 25.0 28 \n", - "cancer_excl_lung_and_haem no 21.3 3444 \n", - " yes 16.7 42 \n", - "haematological_cancer no 21.5 3451 \n", - " yes 0.0 35 \n", - "brand_of_first_dose Oxford-AZ 0.0 0 \n", - " Pfizer 0.0 0 \n", - " Unknown 43.1 1722 \n", - "\n", - " vaccinated 7d previous (percent) \\\n", - "category group \n", - "overall overall 19.1 \n", - "sex F 18.1 \n", - " M 20.1 \n", - "ageband_5yr 0 17.2 \n", - " 0-15 18.8 \n", - " 16-29 21.4 \n", - " 30-34 14.3 \n", - " 35-39 20.7 \n", - " 40-44 23.5 \n", - " 45-49 25 \n", - " 50-54 15.2 \n", - " 55-59 18.8 \n", - " 60-64 19.4 \n", - " 65-69 18.8 \n", - " 70-74 18.8 \n", - " 75-79 22.6 \n", - " 80-84 16.7 \n", - " 85-89 16.1 \n", - " 90+ 16.7 \n", - "ethnicity_6_groups Black 17 \n", - " Mixed 18.8 \n", - " Other 17.2 \n", - " South Asian 20.8 \n", - " Unknown 20.3 \n", - " White 20.7 \n", - "ethnicity_16_groups African 16 \n", - " Bangladeshi or British Bangladeshi 27.3 \n", - " Caribbean 18.5 \n", - " Chinese 14.8 \n", - " Other 20.8 \n", - " Other Asian 15.4 \n", - " British or Mixed British 20 \n", - " Indian or British Indian 22.2 \n", - " Irish 14.8 \n", - " Other Black 23.1 \n", - " Other White 18.5 \n", - " Other mixed 22.6 \n", - " Pakistani or British Pakistani 20 \n", - " Unknown 17.9 \n", - " White + Asian 14.8 \n", - " White + Black African 15.4 \n", - " White + Black Caribbean 24.1 \n", - "imd_categories 1 Most deprived 18.4 \n", - " 2 18 \n", - " 3 19.6 \n", - " 4 20 \n", - " 5 Least deprived 19.8 \n", - " Unknown 18.2 \n", - "bmi 30+ 20.1 \n", - " under 30 18.6 \n", - "chronic_cardiac_disease no 19.2 \n", - " yes 0 \n", - "current_copd no 19.1 \n", - " yes 16.7 \n", - "dialysis no 19.1 \n", - " yes 20 \n", - "dmards no 19.1 \n", - " yes 0 \n", - "dementia no 19.1 \n", - " yes 0 \n", - "psychosis_schiz_bipolar no 19.1 \n", - " yes 16.7 \n", - "LD no 18.9 \n", - " yes 27.3 \n", - "ssri no 19.2 \n", - " yes 0 \n", - "chemo_or_radio no 18.9 \n", - " yes 40 \n", - "lung_cancer no 19 \n", - " yes 0 \n", - "cancer_excl_lung_and_haem no 19.1 \n", - " yes 16.7 \n", - "haematological_cancer no 19.3 \n", - " yes 0 \n", - "brand_of_first_dose Oxford-AZ NaN \n", - " Pfizer NaN \n", - " Unknown 38.6 \n", - "\n", - " Uptake over last 7d (percent) \\\n", - "category group \n", - "overall overall 2.3 \n", - "sex F 2.4 \n", - " M 2.4 \n", - "ageband_5yr 0 3.5 \n", - " 0-15 3.1 \n", - " 16-29 3.6 \n", - " 30-34 3.6 \n", - " 35-39 3.4 \n", - " 40-44 0 \n", - " 45-49 2.8 \n", - " 50-54 0 \n", - " 55-59 3.1 \n", - " 60-64 3.2 \n", - " 65-69 3.1 \n", - " 70-74 3.1 \n", - " 75-79 0 \n", - " 80-84 0 \n", - " 85-89 0 \n", - " 90+ 3.3 \n", - "ethnicity_6_groups Black 3.5 \n", - " Mixed 3.6 \n", - " Other 2.3 \n", - " South Asian 2.6 \n", - " Unknown 1.2 \n", - " White 2.5 \n", - "ethnicity_16_groups African 0 \n", - " Bangladeshi or British Bangladeshi 0 \n", - " Caribbean 0 \n", - " Chinese 3.7 \n", - " Other 0 \n", - " Other Asian 3.8 \n", - " British or Mixed British 0 \n", - " Indian or British Indian 3.7 \n", - " Irish 0 \n", - " Other Black 3.8 \n", - " Other White 3.7 \n", - " Other mixed 3.2 \n", - " Pakistani or British Pakistani 4 \n", - " Unknown 2.6 \n", - " White + Asian 0 \n", - " White + Black African 3.8 \n", - " White + Black Caribbean 0 \n", - "imd_categories 1 Most deprived 2 \n", - " 2 3.3 \n", - " 3 3.1 \n", - " 4 3.2 \n", - " 5 Least deprived 1 \n", - " Unknown 0 \n", - "bmi 30+ 2.1 \n", - " under 30 2.3 \n", - "chronic_cardiac_disease no 2.3 \n", - " yes 0 \n", - "current_copd no 2.2 \n", - " yes 16.6 \n", - "dialysis no 2.2 \n", - " yes 0 \n", - "dmards no 2.4 \n", - " yes 20 \n", - "dementia no 2.2 \n", - " yes 20 \n", - "psychosis_schiz_bipolar no 2.2 \n", - " yes 16.6 \n", - "LD no 2.2 \n", - " yes 0 \n", - "ssri no 2.3 \n", - " yes 0 \n", - "chemo_or_radio no 2.4 \n", - " yes 0 \n", - "lung_cancer no 2.5 \n", - " yes 25 \n", - "cancer_excl_lung_and_haem no 2.2 \n", - " yes 0 \n", - "haematological_cancer no 2.2 \n", - " yes 0 \n", - "brand_of_first_dose Oxford-AZ 0 \n", - " Pfizer 0 \n", - " Unknown 4.5 \n", - "\n", - " Date projected to reach 90% \n", - "category group \n", - "overall overall unknown \n", - "sex F unknown \n", - " M unknown \n", - "ageband_5yr 0 04-Jul \n", - " 0-15 19-Jul \n", - " 16-29 22-Jun \n", - " 30-34 06-Jul \n", - " 35-39 01-Jul \n", - " 40-44 unknown \n", - " 45-49 21-Jul \n", - " 50-54 unknown \n", - " 55-59 19-Jul \n", - " 60-64 13-Jul \n", - " 65-69 19-Jul \n", - " 70-74 19-Jul \n", - " 75-79 unknown \n", - " 80-84 unknown \n", - " 85-89 unknown \n", - " 90+ 14-Jul \n", - "ethnicity_6_groups Black 05-Jul \n", - " Mixed 27-Jun \n", - " Other unknown \n", - " South Asian unknown \n", - " Unknown unknown \n", - " White unknown \n", - "ethnicity_16_groups African unknown \n", - " Bangladeshi or British Bangladeshi unknown \n", - " Caribbean unknown \n", - " Chinese 01-Jul \n", - " Other unknown \n", - " Other Asian 26-Jun \n", - " British or Mixed British unknown \n", - " Indian or British Indian 17-Jun \n", - " Irish unknown \n", - " Other Black 12-Jun \n", - " Other White 24-Jun \n", - " Other mixed 06-Jul \n", - " Pakistani or British Pakistani 11-Jun \n", - " Unknown unknown \n", - " White + Asian unknown \n", - " White + Black African 26-Jun \n", - " White + Black Caribbean unknown \n", - "imd_categories 1 Most deprived unknown \n", - " 2 11-Jul \n", - " 3 17-Jul \n", - " 4 12-Jul \n", - " 5 Least deprived unknown \n", - " Unknown unknown \n", - "bmi 30+ unknown \n", - " under 30 unknown \n", - "chronic_cardiac_disease no unknown \n", - " yes unknown \n", - "current_copd no unknown \n", - " yes 11-Mar \n", - "dialysis no unknown \n", - " yes unknown \n", - "dmards no unknown \n", - " yes 12-Mar \n", - "dementia no unknown \n", - " yes 12-Mar \n", - "psychosis_schiz_bipolar no unknown \n", - " yes 11-Mar \n", - "LD no unknown \n", - " yes unknown \n", - "ssri no unknown \n", - " yes unknown \n", - "chemo_or_radio no unknown \n", - " yes unknown \n", - "lung_cancer no unknown \n", - " yes 06-Mar \n", - "cancer_excl_lung_and_haem no unknown \n", - " yes unknown \n", - "haematological_cancer no unknown \n", - " yes unknown \n", - "brand_of_first_dose Oxford-AZ unknown \n", - " Pfizer unknown \n", - " Unknown 29-Apr " + " 406\n", + " 62.4\n", + " 651\n", + " 60.2\n", + " 2.2\n", + " 23-Aug\n", + " \n", + " \n", + "\n", + "" + ], + "text/plain": [ + " vaccinated percent total \\\n", + "category group \n", + "overall overall 410 30.0 1365 \n", + "sex F 217 30.1 721 \n", + " M 196 30.4 644 \n", + "ageband_5yr 0 7 25.0 28 \n", + " 0-15 21 27.3 77 \n", + " 16-17 42 42.9 98 \n", + " 18-29 28 33.3 84 \n", + " 30-34 28 36.4 77 \n", + " 35-39 28 33.3 84 \n", + " 40-44 35 29.4 119 \n", + " 45-49 14 18.2 77 \n", + " 50-54 21 30.0 70 \n", + " 55-59 21 27.3 77 \n", + " 60-64 28 30.8 91 \n", + " 65-69 21 23.1 91 \n", + " 70-74 21 20.0 105 \n", + " 75-79 21 25.0 84 \n", + " 80-84 35 35.7 98 \n", + " 85-89 28 30.8 91 \n", + " 90+ 7 33.3 21 \n", + "ethnicity_6_groups Black 77 32.4 238 \n", + " Mixed 63 27.3 231 \n", + " Other 77 33.3 231 \n", + " South Asian 56 25.8 217 \n", + " Unknown 63 31.0 203 \n", + " White 77 31.4 245 \n", + "dementia no 406 30.1 1351 \n", + " yes 0 0.0 14 \n", + "brand_of_first_dose Pfizer 0 0.0 0 \n", + " Unknown 406 62.4 651 \n", + "\n", + " vaccinated 7d previous (percent) \\\n", + "category group \n", + "overall overall 28.9 \n", + "sex F 28.2 \n", + " M 29.3 \n", + "ageband_5yr 0 25 \n", + " 0-15 27.3 \n", + " 16-17 35.7 \n", + " 18-29 33.3 \n", + " 30-34 36.4 \n", + " 35-39 33.3 \n", + " 40-44 23.5 \n", + " 45-49 18.2 \n", + " 50-54 30 \n", + " 55-59 27.3 \n", + " 60-64 30.8 \n", + " 65-69 23.1 \n", + " 70-74 20 \n", + " 75-79 25 \n", + " 80-84 28.6 \n", + " 85-89 30.8 \n", + " 90+ 33.3 \n", + "ethnicity_6_groups Black 29.4 \n", + " Mixed 27.3 \n", + " Other 30.3 \n", + " South Asian 25.8 \n", + " Unknown 31 \n", + " White 28.6 \n", + "dementia no 29 \n", + " yes 0 \n", + "brand_of_first_dose Pfizer NaN \n", + " Unknown 60.2 \n", + "\n", + " Uptake over last 7d (percent) \\\n", + "category group \n", + "overall overall 1.1 \n", + "sex F 1.9 \n", + " M 1.1 \n", + "ageband_5yr 0 0 \n", + " 0-15 0 \n", + " 16-17 7.2 \n", + " 18-29 0 \n", + " 30-34 0 \n", + " 35-39 0 \n", + " 40-44 5.9 \n", + " 45-49 0 \n", + " 50-54 0 \n", + " 55-59 0 \n", + " 60-64 0 \n", + " 65-69 0 \n", + " 70-74 0 \n", + " 75-79 0 \n", + " 80-84 7.1 \n", + " 85-89 0 \n", + " 90+ 0 \n", + "ethnicity_6_groups Black 3 \n", + " Mixed 0 \n", + " Other 3 \n", + " South Asian 0 \n", + " Unknown 0 \n", + " White 2.8 \n", + "dementia no 1.1 \n", + " yes 0 \n", + "brand_of_first_dose Pfizer 0 \n", + " Unknown 2.2 \n", + "\n", + " Date projected to reach 90% \n", + "category group \n", + "overall overall unknown \n", + "sex F unknown \n", + " M unknown \n", + "ageband_5yr 0 unknown \n", + " 0-15 unknown \n", + " 16-17 12-Jul \n", + " 18-29 unknown \n", + " 30-34 unknown \n", + " 35-39 unknown \n", + " 40-44 07-Aug \n", + " 45-49 unknown \n", + " 50-54 unknown \n", + " 55-59 unknown \n", + " 60-64 unknown \n", + " 65-69 unknown \n", + " 70-74 unknown \n", + " 75-79 unknown \n", + " 80-84 20-Jul \n", + " 85-89 unknown \n", + " 90+ unknown \n", + "ethnicity_6_groups Black 09-Oct \n", + " Mixed unknown \n", + " Other 07-Oct \n", + " South Asian unknown \n", + " Unknown unknown \n", + " White 21-Oct \n", + "dementia no unknown \n", + " yes unknown \n", + "brand_of_first_dose Pfizer unknown \n", + " Unknown 23-Aug " ] }, "metadata": {}, @@ -22087,7 +23967,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (first dose 14w ago) among **care home** population up to 2021-02-16" + "## COVID vaccination rollout (first dose 14w ago) among **shielding (aged 16-69)** population up to 2021-05-28" ], "text/plain": [ "" @@ -22153,116 +24033,118 @@ " \n", " overall\n", " overall\n", - " 293\n", - " 21.7\n", - " 1351\n", - " 19.8\n", - " 1.9\n", + " 133\n", + " 31.1\n", + " 427\n", + " 28.8\n", + " 2.3\n", " unknown\n", " \n", " \n", - " sex\n", - " F\n", - " 154\n", - " 22.4\n", - " 686\n", - " 20.4\n", - " 2\n", - " unknown\n", + " newly_shielded_since_feb_15\n", + " no\n", + " 133\n", + " 31.7\n", + " 420\n", + " 28.3\n", + " 3.4\n", + " 25-Sep\n", " \n", " \n", - " M\n", - " 140\n", - " 20.8\n", - " 672\n", - " 18.8\n", - " 2\n", + " yes\n", + " 0\n", + " 0.0\n", + " 0\n", + " NaN\n", + " 0\n", " unknown\n", " \n", " \n", - " ageband_5yr\n", - " 0\n", - " 14\n", - " 16.7\n", - " 84\n", - " 16.7\n", + " sex\n", + " F\n", + " 70\n", + " 32.3\n", + " 217\n", + " 32.3\n", " 0\n", " unknown\n", " \n", " \n", - " 0-15\n", - " 21\n", - " 21.4\n", - " 98\n", - " 21.4\n", - " 0\n", - " unknown\n", + " M\n", + " 63\n", + " 30.0\n", + " 210\n", + " 26.7\n", + " 3.3\n", + " 02-Oct\n", " \n", " \n", + " ageband\n", " 16-29\n", " 14\n", - " 18.2\n", - " 77\n", - " 18.2\n", + " 28.6\n", + " 49\n", + " 28.6\n", " 0\n", " unknown\n", " \n", " \n", - " 30-34\n", - " 21\n", + " 30-39\n", + " 14\n", " 25.0\n", - " 84\n", - " 16.7\n", - " 8.3\n", - " 11-Apr\n", + " 56\n", + " 25\n", + " 0\n", + " unknown\n", " \n", " \n", - " 35-39\n", + " 40-49\n", " 21\n", - " 30.0\n", - " 70\n", - " 30\n", - " 0\n", - " unknown\n", + " 42.9\n", + " 49\n", + " 28.6\n", + " 14.3\n", + " 20-Jun\n", " \n", " \n", - " 40-44\n", + " 50-59\n", " 14\n", - " 16.7\n", - " 84\n", - " 16.7\n", + " 28.6\n", + " 49\n", + " 28.6\n", " 0\n", " unknown\n", " \n", " \n", - " 45-49\n", - " 14\n", - " 20.0\n", - " 70\n", - " 20\n", + " 60-69\n", + " 21\n", + " 37.5\n", + " 56\n", + " 37.5\n", " 0\n", " unknown\n", " \n", " \n", - " 50-54\n", - " 14\n", - " 15.4\n", - " 91\n", - " 15.4\n", + " 70-79\n", + " 35\n", + " 29.4\n", + " 119\n", + " 29.4\n", " 0\n", " unknown\n", " \n", " \n", - " 55-59\n", - " 21\n", - " 30.0\n", - " 70\n", - " 30\n", + " 80+\n", + " 14\n", + " 33.3\n", + " 42\n", + " 33.3\n", " 0\n", " unknown\n", " \n", " \n", - " 60-64\n", + " ethnicity_6_groups\n", + " Black\n", " 21\n", " 27.3\n", " 77\n", @@ -22271,7 +24153,16 @@ " unknown\n", " \n", " \n", - " 65-69\n", + " Mixed\n", + " 28\n", + " 40.0\n", + " 70\n", + " 40\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Other\n", " 21\n", " 27.3\n", " 77\n", @@ -22280,121 +24171,103 @@ " unknown\n", " \n", " \n", - " 70-74\n", - " 14\n", - " 15.4\n", - " 91\n", - " 15.4\n", + " South Asian\n", + " 21\n", + " 30.0\n", + " 70\n", + " 30\n", " 0\n", " unknown\n", " \n", " \n", - " 75-79\n", + " Unknown\n", " 21\n", - " 23.1\n", - " 91\n", - " 23.1\n", - " 0\n", - " unknown\n", + " 33.3\n", + " 63\n", + " 22.2\n", + " 11.1\n", + " 02-Jul\n", " \n", " \n", - " 80-84\n", + " White\n", " 21\n", - " 21.4\n", - " 98\n", - " 21.4\n", + " 27.3\n", + " 77\n", + " 27.3\n", " 0\n", " unknown\n", " \n", " \n", - " 85-89\n", - " 14\n", - " 14.3\n", - " 98\n", - " 14.3\n", + " imd_categories\n", + " 1 Most deprived\n", + " 21\n", + " 27.3\n", + " 77\n", + " 27.3\n", " 0\n", " unknown\n", " \n", " \n", - " 90+\n", + " 2\n", " 21\n", - " 21.4\n", - " 98\n", - " 14.3\n", - " 7.1\n", - " 24-Apr\n", + " 27.3\n", + " 77\n", + " 27.3\n", + " 0\n", + " unknown\n", " \n", " \n", - " ethnicity_6_groups\n", - " Black\n", - " 35\n", - " 17.2\n", - " 203\n", - " 17.2\n", + " 3\n", + " 28\n", + " 33.3\n", + " 84\n", + " 33.3\n", " 0\n", " unknown\n", " \n", " \n", - " Mixed\n", - " 49\n", - " 20.0\n", - " 245\n", - " 17.1\n", - " 2.9\n", - " 03-Aug\n", - " \n", - " \n", - " Other\n", - " 56\n", - " 24.2\n", - " 231\n", - " 21.2\n", - " 3\n", - " 19-Jul\n", + " 4\n", + " 21\n", + " 25.0\n", + " 84\n", + " 25\n", + " 0\n", + " unknown\n", " \n", " \n", - " South Asian\n", - " 49\n", - " 23.3\n", - " 210\n", - " 20\n", - " 3.3\n", - " 07-Jul\n", + " 5 Least deprived\n", + " 28\n", + " 33.3\n", + " 84\n", + " 33.3\n", + " 0\n", + " unknown\n", " \n", " \n", " Unknown\n", - " 56\n", - " 24.2\n", - " 231\n", - " 21.2\n", - " 3\n", - " 19-Jul\n", - " \n", - " \n", - " White\n", - " 49\n", - " 21.9\n", - " 224\n", - " 21.9\n", + " 7\n", + " 33.3\n", + " 21\n", + " 33.3\n", " 0\n", " unknown\n", " \n", " \n", - " dementia\n", + " LD\n", " no\n", - " 294\n", - " 21.9\n", - " 1344\n", - " 19.8\n", - " 2.1\n", - " unknown\n", + " 133\n", + " 31.1\n", + " 427\n", + " 27.9\n", + " 3.2\n", + " 03-Oct\n", " \n", " \n", " yes\n", " 0\n", " 0.0\n", - " 14\n", " 0\n", + " NaN\n", " 0\n", " unknown\n", " \n", @@ -22410,145 +24283,141 @@ " \n", " \n", " Unknown\n", - " 294\n", - " 42.4\n", - " 693\n", - " 38.4\n", - " 4\n", - " 10-May\n", + " 133\n", + " 59.4\n", + " 224\n", + " 53.1\n", + " 6.3\n", + " 01-Jul\n", " \n", " \n", "\n", "" ], "text/plain": [ - " vaccinated percent total \\\n", - "category group \n", - "overall overall 293 21.7 1351 \n", - "sex F 154 22.4 686 \n", - " M 140 20.8 672 \n", - "ageband_5yr 0 14 16.7 84 \n", - " 0-15 21 21.4 98 \n", - " 16-29 14 18.2 77 \n", - " 30-34 21 25.0 84 \n", - " 35-39 21 30.0 70 \n", - " 40-44 14 16.7 84 \n", - " 45-49 14 20.0 70 \n", - " 50-54 14 15.4 91 \n", - " 55-59 21 30.0 70 \n", - " 60-64 21 27.3 77 \n", - " 65-69 21 27.3 77 \n", - " 70-74 14 15.4 91 \n", - " 75-79 21 23.1 91 \n", - " 80-84 21 21.4 98 \n", - " 85-89 14 14.3 98 \n", - " 90+ 21 21.4 98 \n", - "ethnicity_6_groups Black 35 17.2 203 \n", - " Mixed 49 20.0 245 \n", - " Other 56 24.2 231 \n", - " South Asian 49 23.3 210 \n", - " Unknown 56 24.2 231 \n", - " White 49 21.9 224 \n", - "dementia no 294 21.9 1344 \n", - " yes 0 0.0 14 \n", - "brand_of_first_dose Pfizer 0 0.0 0 \n", - " Unknown 294 42.4 693 \n", + " vaccinated percent total \\\n", + "category group \n", + "overall overall 133 31.1 427 \n", + "newly_shielded_since_feb_15 no 133 31.7 420 \n", + " yes 0 0.0 0 \n", + "sex F 70 32.3 217 \n", + " M 63 30.0 210 \n", + "ageband 16-29 14 28.6 49 \n", + " 30-39 14 25.0 56 \n", + " 40-49 21 42.9 49 \n", + " 50-59 14 28.6 49 \n", + " 60-69 21 37.5 56 \n", + " 70-79 35 29.4 119 \n", + " 80+ 14 33.3 42 \n", + "ethnicity_6_groups Black 21 27.3 77 \n", + " Mixed 28 40.0 70 \n", + " Other 21 27.3 77 \n", + " South Asian 21 30.0 70 \n", + " Unknown 21 33.3 63 \n", + " White 21 27.3 77 \n", + "imd_categories 1 Most deprived 21 27.3 77 \n", + " 2 21 27.3 77 \n", + " 3 28 33.3 84 \n", + " 4 21 25.0 84 \n", + " 5 Least deprived 28 33.3 84 \n", + " Unknown 7 33.3 21 \n", + "LD no 133 31.1 427 \n", + " yes 0 0.0 0 \n", + "brand_of_first_dose Pfizer 0 0.0 0 \n", + " Unknown 133 59.4 224 \n", "\n", - " vaccinated 7d previous (percent) \\\n", - "category group \n", - "overall overall 19.8 \n", - "sex F 20.4 \n", - " M 18.8 \n", - "ageband_5yr 0 16.7 \n", - " 0-15 21.4 \n", - " 16-29 18.2 \n", - " 30-34 16.7 \n", - " 35-39 30 \n", - " 40-44 16.7 \n", - " 45-49 20 \n", - " 50-54 15.4 \n", - " 55-59 30 \n", - " 60-64 27.3 \n", - " 65-69 27.3 \n", - " 70-74 15.4 \n", - " 75-79 23.1 \n", - " 80-84 21.4 \n", - " 85-89 14.3 \n", - " 90+ 14.3 \n", - "ethnicity_6_groups Black 17.2 \n", - " Mixed 17.1 \n", - " Other 21.2 \n", - " South Asian 20 \n", - " Unknown 21.2 \n", - " White 21.9 \n", - "dementia no 19.8 \n", - " yes 0 \n", - "brand_of_first_dose Pfizer NaN \n", - " Unknown 38.4 \n", + " vaccinated 7d previous (percent) \\\n", + "category group \n", + "overall overall 28.8 \n", + "newly_shielded_since_feb_15 no 28.3 \n", + " yes NaN \n", + "sex F 32.3 \n", + " M 26.7 \n", + "ageband 16-29 28.6 \n", + " 30-39 25 \n", + " 40-49 28.6 \n", + " 50-59 28.6 \n", + " 60-69 37.5 \n", + " 70-79 29.4 \n", + " 80+ 33.3 \n", + "ethnicity_6_groups Black 27.3 \n", + " Mixed 40 \n", + " Other 27.3 \n", + " South Asian 30 \n", + " Unknown 22.2 \n", + " White 27.3 \n", + "imd_categories 1 Most deprived 27.3 \n", + " 2 27.3 \n", + " 3 33.3 \n", + " 4 25 \n", + " 5 Least deprived 33.3 \n", + " Unknown 33.3 \n", + "LD no 27.9 \n", + " yes NaN \n", + "brand_of_first_dose Pfizer NaN \n", + " Unknown 53.1 \n", "\n", - " Uptake over last 7d (percent) \\\n", - "category group \n", - "overall overall 1.9 \n", - "sex F 2 \n", - " M 2 \n", - "ageband_5yr 0 0 \n", - " 0-15 0 \n", - " 16-29 0 \n", - " 30-34 8.3 \n", - " 35-39 0 \n", - " 40-44 0 \n", - " 45-49 0 \n", - " 50-54 0 \n", - " 55-59 0 \n", - " 60-64 0 \n", - " 65-69 0 \n", - " 70-74 0 \n", - " 75-79 0 \n", - " 80-84 0 \n", - " 85-89 0 \n", - " 90+ 7.1 \n", - "ethnicity_6_groups Black 0 \n", - " Mixed 2.9 \n", - " Other 3 \n", - " South Asian 3.3 \n", - " Unknown 3 \n", - " White 0 \n", - "dementia no 2.1 \n", - " yes 0 \n", - "brand_of_first_dose Pfizer 0 \n", - " Unknown 4 \n", + " Uptake over last 7d (percent) \\\n", + "category group \n", + "overall overall 2.3 \n", + "newly_shielded_since_feb_15 no 3.4 \n", + " yes 0 \n", + "sex F 0 \n", + " M 3.3 \n", + "ageband 16-29 0 \n", + " 30-39 0 \n", + " 40-49 14.3 \n", + " 50-59 0 \n", + " 60-69 0 \n", + " 70-79 0 \n", + " 80+ 0 \n", + "ethnicity_6_groups Black 0 \n", + " Mixed 0 \n", + " Other 0 \n", + " South Asian 0 \n", + " Unknown 11.1 \n", + " White 0 \n", + "imd_categories 1 Most deprived 0 \n", + " 2 0 \n", + " 3 0 \n", + " 4 0 \n", + " 5 Least deprived 0 \n", + " Unknown 0 \n", + "LD no 3.2 \n", + " yes 0 \n", + "brand_of_first_dose Pfizer 0 \n", + " Unknown 6.3 \n", "\n", - " Date projected to reach 90% \n", - "category group \n", - "overall overall unknown \n", - "sex F unknown \n", - " M unknown \n", - "ageband_5yr 0 unknown \n", - " 0-15 unknown \n", - " 16-29 unknown \n", - " 30-34 11-Apr \n", - " 35-39 unknown \n", - " 40-44 unknown \n", - " 45-49 unknown \n", - " 50-54 unknown \n", - " 55-59 unknown \n", - " 60-64 unknown \n", - " 65-69 unknown \n", - " 70-74 unknown \n", - " 75-79 unknown \n", - " 80-84 unknown \n", - " 85-89 unknown \n", - " 90+ 24-Apr \n", - "ethnicity_6_groups Black unknown \n", - " Mixed 03-Aug \n", - " Other 19-Jul \n", - " South Asian 07-Jul \n", - " Unknown 19-Jul \n", - " White unknown \n", - "dementia no unknown \n", - " yes unknown \n", - "brand_of_first_dose Pfizer unknown \n", - " Unknown 10-May " + " Date projected to reach 90% \n", + "category group \n", + "overall overall unknown \n", + "newly_shielded_since_feb_15 no 25-Sep \n", + " yes unknown \n", + "sex F unknown \n", + " M 02-Oct \n", + "ageband 16-29 unknown \n", + " 30-39 unknown \n", + " 40-49 20-Jun \n", + " 50-59 unknown \n", + " 60-69 unknown \n", + " 70-79 unknown \n", + " 80+ unknown \n", + "ethnicity_6_groups Black unknown \n", + " Mixed unknown \n", + " Other unknown \n", + " South Asian unknown \n", + " Unknown 02-Jul \n", + " White unknown \n", + "imd_categories 1 Most deprived unknown \n", + " 2 unknown \n", + " 3 unknown \n", + " 4 unknown \n", + " 5 Least deprived unknown \n", + " Unknown unknown \n", + "LD no 03-Oct \n", + " yes unknown \n", + "brand_of_first_dose Pfizer unknown \n", + " Unknown 01-Jul " ] }, "metadata": {}, @@ -22569,7 +24438,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (first dose 14w ago) among **shielding (aged 16-69)** population up to 2021-02-16" + "## COVID vaccination rollout (first dose 14w ago) among **65-69** population up to 2021-05-28" ], "text/plain": [ "" @@ -22635,998 +24504,1176 @@ " \n", " overall\n", " overall\n", - " 86\n", - " 19.8\n", - " 434\n", - " 17.1\n", - " 2.7\n", + " 688\n", + " 31.6\n", + " 2177\n", + " 30.3\n", + " 1.3\n", " unknown\n", " \n", " \n", - " newly_shielded_since_feb_15\n", - " no\n", - " 84\n", - " 19.7\n", - " 427\n", - " 16.4\n", - " 3.3\n", - " 15-Jul\n", + " sex\n", + " F\n", + " 378\n", + " 33.1\n", + " 1141\n", + " 31.3\n", + " 1.8\n", + " unknown\n", " \n", " \n", - " yes\n", - " 0\n", - " 0.0\n", + " M\n", + " 315\n", + " 30.2\n", + " 1043\n", + " 28.9\n", + " 1.3\n", + " unknown\n", + " \n", + " \n", + " ethnicity_6_groups\n", + " Black\n", + " 112\n", + " 32.7\n", + " 343\n", + " 30.6\n", + " 2.1\n", + " unknown\n", + " \n", + " \n", + " Mixed\n", + " 112\n", + " 29.1\n", + " 385\n", + " 27.3\n", + " 1.8\n", + " unknown\n", + " \n", + " \n", + " Other\n", + " 119\n", + " 30.9\n", + " 385\n", + " 30.9\n", " 0\n", - " NaN\n", + " unknown\n", + " \n", + " \n", + " South Asian\n", + " 126\n", + " 34.0\n", + " 371\n", + " 32.1\n", + " 1.9\n", + " unknown\n", + " \n", + " \n", + " Unknown\n", + " 112\n", + " 32.0\n", + " 350\n", + " 30\n", + " 2\n", + " unknown\n", + " \n", + " \n", + " White\n", + " 112\n", + " 32.0\n", + " 350\n", + " 28\n", + " 4\n", + " 06-Sep\n", + " \n", + " \n", + " ethnicity_16_groups\n", + " African\n", + " 42\n", + " 33.3\n", + " 126\n", + " 27.8\n", + " 5.5\n", + " 08-Aug\n", + " \n", + " \n", + " Bangladeshi or British Bangladeshi\n", + " 28\n", + " 25.0\n", + " 112\n", + " 25\n", " 0\n", " unknown\n", " \n", " \n", - " sex\n", - " F\n", - " 42\n", - " 20.7\n", - " 203\n", - " 17.2\n", - " 3.5\n", - " 04-Jul\n", + " Caribbean\n", + " 35\n", + " 31.2\n", + " 112\n", + " 31.2\n", + " 0\n", + " unknown\n", " \n", " \n", - " M\n", - " 49\n", - " 21.9\n", - " 224\n", - " 18.8\n", - " 3.1\n", - " 19-Jul\n", + " Chinese\n", + " 35\n", + " 31.2\n", + " 112\n", + " 31.2\n", + " 0\n", + " unknown\n", " \n", " \n", - " ageband\n", - " 16-29\n", - " 7\n", - " 14.3\n", - " 49\n", - " 0\n", - " 14.3\n", - " 25-Mar\n", + " Other\n", + " 42\n", + " 35.3\n", + " 119\n", + " 29.4\n", + " 5.9\n", + " 31-Jul\n", " \n", " \n", - " 30-39\n", - " 7\n", - " 12.5\n", - " 56\n", - " 12.5\n", + " Other Asian\n", + " 35\n", + " 29.4\n", + " 119\n", + " 29.4\n", " 0\n", " unknown\n", " \n", " \n", - " 40-49\n", - " 14\n", - " 25.0\n", - " 56\n", - " 12.5\n", - " 12.5\n", - " 24-Mar\n", - " \n", - " \n", - " 50-59\n", - " 14\n", - " 25.0\n", - " 56\n", - " 25\n", + " British or Mixed British\n", + " 35\n", + " 31.2\n", + " 112\n", + " 31.2\n", " 0\n", " unknown\n", " \n", " \n", - " 60-69\n", - " 14\n", - " 25.0\n", - " 56\n", - " 25\n", + " Indian or British Indian\n", + " 49\n", + " 36.8\n", + " 133\n", + " 36.8\n", " 0\n", " unknown\n", " \n", " \n", - " 70-79\n", - " 21\n", - " 20.0\n", - " 105\n", - " 13.3\n", - " 6.7\n", - " 30-Apr\n", + " Irish\n", + " 42\n", + " 31.6\n", + " 133\n", + " 26.3\n", + " 5.3\n", + " 13-Aug\n", " \n", " \n", - " 80+\n", - " 14\n", - " 25.0\n", - " 56\n", + " Other Black\n", + " 35\n", + " 31.2\n", + " 112\n", " 25\n", - " 0\n", - " unknown\n", + " 6.2\n", + " 02-Aug\n", " \n", " \n", - " ethnicity_6_groups\n", - " Black\n", - " 14\n", - " 18.2\n", - " 77\n", - " 18.2\n", + " Other White\n", + " 21\n", + " 23.1\n", + " 91\n", + " 23.1\n", " 0\n", " unknown\n", " \n", " \n", - " Mixed\n", - " 14\n", - " 18.2\n", - " 77\n", - " 18.2\n", + " Other mixed\n", + " 42\n", + " 31.6\n", + " 133\n", + " 31.6\n", " 0\n", " unknown\n", " \n", " \n", - " Other\n", - " 14\n", - " 20.0\n", - " 70\n", - " 20\n", + " Pakistani or British Pakistani\n", + " 42\n", + " 37.5\n", + " 112\n", + " 37.5\n", " 0\n", " unknown\n", " \n", " \n", - " South Asian\n", - " 7\n", - " 9.1\n", - " 77\n", - " 9.1\n", - " 0\n", + " Unknown\n", + " 112\n", + " 33.3\n", + " 336\n", + " 31.2\n", + " 2.1\n", " unknown\n", " \n", " \n", - " Unknown\n", - " 14\n", - " 22.2\n", - " 63\n", - " 22.2\n", + " White + Asian\n", + " 35\n", + " 31.2\n", + " 112\n", + " 31.2\n", " 0\n", " unknown\n", " \n", " \n", - " White\n", - " 21\n", - " 27.3\n", - " 77\n", - " 27.3\n", + " White + Black African\n", + " 28\n", + " 30.8\n", + " 91\n", + " 30.8\n", " 0\n", " unknown\n", " \n", " \n", + " White + Black Caribbean\n", + " 28\n", + " 26.7\n", + " 105\n", + " 20\n", + " 6.7\n", + " 02-Aug\n", + " \n", + " \n", " imd_categories\n", " 1 Most deprived\n", - " 21\n", - " 21.4\n", - " 98\n", - " 21.4\n", - " 0\n", + " 140\n", + " 35.1\n", + " 399\n", + " 33.3\n", + " 1.8\n", " unknown\n", " \n", " \n", " 2\n", - " 21\n", - " 21.4\n", - " 98\n", - " 14.3\n", - " 7.1\n", - " 24-Apr\n", + " 126\n", + " 29.0\n", + " 434\n", + " 27.4\n", + " 1.6\n", + " unknown\n", " \n", " \n", " 3\n", - " 7\n", - " 9.1\n", - " 77\n", - " 9.1\n", + " 119\n", + " 29.8\n", + " 399\n", + " 29.8\n", " 0\n", " unknown\n", " \n", " \n", " 4\n", - " 14\n", - " 20.0\n", - " 70\n", - " 20\n", - " 0\n", + " 126\n", + " 30.5\n", + " 413\n", + " 28.8\n", + " 1.7\n", " unknown\n", " \n", " \n", " 5 Least deprived\n", - " 14\n", - " 20.0\n", - " 70\n", - " 20\n", + " 133\n", + " 31.1\n", + " 427\n", + " 31.1\n", " 0\n", " unknown\n", " \n", " \n", " Unknown\n", - " 0\n", - " 0.0\n", - " 21\n", - " 0\n", - " 0\n", + " 35\n", + " 33.3\n", + " 105\n", + " 26.7\n", + " 6.6\n", + " 27-Jul\n", + " \n", + " \n", + " bmi\n", + " 30+\n", + " 224\n", + " 34.4\n", + " 651\n", + " 33.3\n", + " 1.1\n", " unknown\n", " \n", " \n", - " LD\n", + " under 30\n", + " 462\n", + " 30.3\n", + " 1526\n", + " 28.9\n", + " 1.4\n", + " unknown\n", + " \n", + " \n", + " chronic_cardiac_disease\n", " no\n", - " 84\n", - " 19.7\n", - " 427\n", - " 16.4\n", - " 3.3\n", - " 15-Jul\n", + " 679\n", + " 31.5\n", + " 2156\n", + " 30.2\n", + " 1.3\n", + " unknown\n", " \n", " \n", " yes\n", - " 0\n", - " 0.0\n", " 7\n", + " 25.0\n", + " 28\n", + " 25\n", " 0\n", + " unknown\n", + " \n", + " \n", + " current_copd\n", + " no\n", + " 679\n", + " 31.5\n", + " 2156\n", + " 30.2\n", + " 1.3\n", + " unknown\n", + " \n", + " \n", + " yes\n", + " 7\n", + " 25.0\n", + " 28\n", + " 25\n", " 0\n", " unknown\n", " \n", " \n", - " brand_of_first_dose\n", - " Pfizer\n", + " dmards\n", + " no\n", + " 686\n", + " 31.8\n", + " 2156\n", + " 30.5\n", + " 1.3\n", + " unknown\n", + " \n", + " \n", + " yes\n", " 0\n", " 0.0\n", + " 21\n", " 0\n", - " NaN\n", " 0\n", " unknown\n", " \n", " \n", - " Unknown\n", - " 84\n", - " 40.0\n", - " 210\n", - " 36.7\n", - " 3.3\n", - " 02-Jun\n", - " \n", - " \n", - "\n", - "" - ], - "text/plain": [ - " vaccinated percent total \\\n", - "category group \n", - "overall overall 86 19.8 434 \n", - "newly_shielded_since_feb_15 no 84 19.7 427 \n", - " yes 0 0.0 0 \n", - "sex F 42 20.7 203 \n", - " M 49 21.9 224 \n", - "ageband 16-29 7 14.3 49 \n", - " 30-39 7 12.5 56 \n", - " 40-49 14 25.0 56 \n", - " 50-59 14 25.0 56 \n", - " 60-69 14 25.0 56 \n", - " 70-79 21 20.0 105 \n", - " 80+ 14 25.0 56 \n", - "ethnicity_6_groups Black 14 18.2 77 \n", - " Mixed 14 18.2 77 \n", - " Other 14 20.0 70 \n", - " South Asian 7 9.1 77 \n", - " Unknown 14 22.2 63 \n", - " White 21 27.3 77 \n", - "imd_categories 1 Most deprived 21 21.4 98 \n", - " 2 21 21.4 98 \n", - " 3 7 9.1 77 \n", - " 4 14 20.0 70 \n", - " 5 Least deprived 14 20.0 70 \n", - " Unknown 0 0.0 21 \n", - "LD no 84 19.7 427 \n", - " yes 0 0.0 7 \n", - "brand_of_first_dose Pfizer 0 0.0 0 \n", - " Unknown 84 40.0 210 \n", - "\n", - " vaccinated 7d previous (percent) \\\n", - "category group \n", - "overall overall 17.1 \n", - "newly_shielded_since_feb_15 no 16.4 \n", - " yes NaN \n", - "sex F 17.2 \n", - " M 18.8 \n", - "ageband 16-29 0 \n", - " 30-39 12.5 \n", - " 40-49 12.5 \n", - " 50-59 25 \n", - " 60-69 25 \n", - " 70-79 13.3 \n", - " 80+ 25 \n", - "ethnicity_6_groups Black 18.2 \n", - " Mixed 18.2 \n", - " Other 20 \n", - " South Asian 9.1 \n", - " Unknown 22.2 \n", - " White 27.3 \n", - "imd_categories 1 Most deprived 21.4 \n", - " 2 14.3 \n", - " 3 9.1 \n", - " 4 20 \n", - " 5 Least deprived 20 \n", - " Unknown 0 \n", - "LD no 16.4 \n", - " yes 0 \n", - "brand_of_first_dose Pfizer NaN \n", - " Unknown 36.7 \n", - "\n", - " Uptake over last 7d (percent) \\\n", - "category group \n", - "overall overall 2.7 \n", - "newly_shielded_since_feb_15 no 3.3 \n", - " yes 0 \n", - "sex F 3.5 \n", - " M 3.1 \n", - "ageband 16-29 14.3 \n", - " 30-39 0 \n", - " 40-49 12.5 \n", - " 50-59 0 \n", - " 60-69 0 \n", - " 70-79 6.7 \n", - " 80+ 0 \n", - "ethnicity_6_groups Black 0 \n", - " Mixed 0 \n", - " Other 0 \n", - " South Asian 0 \n", - " Unknown 0 \n", - " White 0 \n", - "imd_categories 1 Most deprived 0 \n", - " 2 7.1 \n", - " 3 0 \n", - " 4 0 \n", - " 5 Least deprived 0 \n", - " Unknown 0 \n", - "LD no 3.3 \n", - " yes 0 \n", - "brand_of_first_dose Pfizer 0 \n", - " Unknown 3.3 \n", - "\n", - " Date projected to reach 90% \n", - "category group \n", - "overall overall unknown \n", - "newly_shielded_since_feb_15 no 15-Jul \n", - " yes unknown \n", - "sex F 04-Jul \n", - " M 19-Jul \n", - "ageband 16-29 25-Mar \n", - " 30-39 unknown \n", - " 40-49 24-Mar \n", - " 50-59 unknown \n", - " 60-69 unknown \n", - " 70-79 30-Apr \n", - " 80+ unknown \n", - "ethnicity_6_groups Black unknown \n", - " Mixed unknown \n", - " Other unknown \n", - " South Asian unknown \n", - " Unknown unknown \n", - " White unknown \n", - "imd_categories 1 Most deprived unknown \n", - " 2 24-Apr \n", - " 3 unknown \n", - " 4 unknown \n", - " 5 Least deprived unknown \n", - " Unknown unknown \n", - "LD no 15-Jul \n", - " yes unknown \n", - "brand_of_first_dose Pfizer unknown \n", - " Unknown 02-Jun " - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/markdown": [ - "## " - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/markdown": [ - "## COVID vaccination rollout (first dose 14w ago) among **65-69** population up to 2021-02-16" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/markdown": [ - "- 'Date projected to reach 90%' being 'unknown' indicates projection of >6mo (likely insufficient information)\n", - "- Patient counts rounded to the nearest 7" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", + " \n", " \n", - " \n", - " \n", - " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", - " \n", + " \n", + " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", - " \n", + " \n", + " \n", + " \n", " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
vaccinatedpercenttotalvaccinated 7d previous (percent)Uptake over last 7d (percent)Date projected to reach 90%
categorygroup
overalloverall49921.92275201.9dementiano67931.4216330.11.3unknown
sexF25221.7116219.91.8yes00.01400unknown
M24522.0111320.11.9psychosis_schiz_bipolarno67931.5215630.21.3unknown
ethnicity_6_groupsBlack8422.237820.41.8yes725.028250unknown
Mixed9122.440620.71.7LDno67931.7214230.41.3unknown
Other8421.439219.61.8yes720.035200unknown
South Asian7720.038518.21.8ssrino67931.5215630.21.3unknown
Unknown7723.432921.32.1yes00.02100unknown
White8421.439219.61.8chemo_or_radiono67931.5215630.21.3unknown
ethnicity_16_groupsAfricanyes725.02822.212622.2250unknown
Bangladeshi or British Bangladeshi2825.011218.86.230-Aprlung_cancerno67931.5215630.21.3unknown
Caribbean2823.511923.5yes733.32133.30unknown
Chinese3527.812622.25.604-Maycancer_excl_lung_and_haemno67931.4216330.11.3unknown
Otheryes733.32125.08416.78.311-Apr33.30unknown
Other Asian2117.611911.85.814-Mayhaematological_cancerno67931.5215630.21.3unknown
British or Mixed Britishyes733.32118.811218.833.30unknown
brand_of_first_dosePfizer00.00NaN0unknown
Indian or British Indian3525.014020518-MayUnknown68662.8109260.32.512-Aug
\n", + "
" + ], + "text/plain": [ + " vaccinated \\\n", + "category group \n", + "overall overall 688 \n", + "sex F 378 \n", + " M 315 \n", + "ethnicity_6_groups Black 112 \n", + " Mixed 112 \n", + " Other 119 \n", + " South Asian 126 \n", + " Unknown 112 \n", + " White 112 \n", + "ethnicity_16_groups African 42 \n", + " Bangladeshi or British Bangladeshi 28 \n", + " Caribbean 35 \n", + " Chinese 35 \n", + " Other 42 \n", + " Other Asian 35 \n", + " British or Mixed British 35 \n", + " Indian or British Indian 49 \n", + " Irish 42 \n", + " Other Black 35 \n", + " Other White 21 \n", + " Other mixed 42 \n", + " Pakistani or British Pakistani 42 \n", + " Unknown 112 \n", + " White + Asian 35 \n", + " White + Black African 28 \n", + " White + Black Caribbean 28 \n", + "imd_categories 1 Most deprived 140 \n", + " 2 126 \n", + " 3 119 \n", + " 4 126 \n", + " 5 Least deprived 133 \n", + " Unknown 35 \n", + "bmi 30+ 224 \n", + " under 30 462 \n", + "chronic_cardiac_disease no 679 \n", + " yes 7 \n", + "current_copd no 679 \n", + " yes 7 \n", + "dmards no 686 \n", + " yes 0 \n", + "dementia no 679 \n", + " yes 0 \n", + "psychosis_schiz_bipolar no 679 \n", + " yes 7 \n", + "LD no 679 \n", + " yes 7 \n", + "ssri no 679 \n", + " yes 0 \n", + "chemo_or_radio no 679 \n", + " yes 7 \n", + "lung_cancer no 679 \n", + " yes 7 \n", + "cancer_excl_lung_and_haem no 679 \n", + " yes 7 \n", + "haematological_cancer no 679 \n", + " yes 7 \n", + "brand_of_first_dose Pfizer 0 \n", + " Unknown 686 \n", + "\n", + " percent total \\\n", + "category group \n", + "overall overall 31.6 2177 \n", + "sex F 33.1 1141 \n", + " M 30.2 1043 \n", + "ethnicity_6_groups Black 32.7 343 \n", + " Mixed 29.1 385 \n", + " Other 30.9 385 \n", + " South Asian 34.0 371 \n", + " Unknown 32.0 350 \n", + " White 32.0 350 \n", + "ethnicity_16_groups African 33.3 126 \n", + " Bangladeshi or British Bangladeshi 25.0 112 \n", + " Caribbean 31.2 112 \n", + " Chinese 31.2 112 \n", + " Other 35.3 119 \n", + " Other Asian 29.4 119 \n", + " British or Mixed British 31.2 112 \n", + " Indian or British Indian 36.8 133 \n", + " Irish 31.6 133 \n", + " Other Black 31.2 112 \n", + " Other White 23.1 91 \n", + " Other mixed 31.6 133 \n", + " Pakistani or British Pakistani 37.5 112 \n", + " Unknown 33.3 336 \n", + " White + Asian 31.2 112 \n", + " White + Black African 30.8 91 \n", + " White + Black Caribbean 26.7 105 \n", + "imd_categories 1 Most deprived 35.1 399 \n", + " 2 29.0 434 \n", + " 3 29.8 399 \n", + " 4 30.5 413 \n", + " 5 Least deprived 31.1 427 \n", + " Unknown 33.3 105 \n", + "bmi 30+ 34.4 651 \n", + " under 30 30.3 1526 \n", + "chronic_cardiac_disease no 31.5 2156 \n", + " yes 25.0 28 \n", + "current_copd no 31.5 2156 \n", + " yes 25.0 28 \n", + "dmards no 31.8 2156 \n", + " yes 0.0 21 \n", + "dementia no 31.4 2163 \n", + " yes 0.0 14 \n", + "psychosis_schiz_bipolar no 31.5 2156 \n", + " yes 25.0 28 \n", + "LD no 31.7 2142 \n", + " yes 20.0 35 \n", + "ssri no 31.5 2156 \n", + " yes 0.0 21 \n", + "chemo_or_radio no 31.5 2156 \n", + " yes 25.0 28 \n", + "lung_cancer no 31.5 2156 \n", + " yes 33.3 21 \n", + "cancer_excl_lung_and_haem no 31.4 2163 \n", + " yes 33.3 21 \n", + "haematological_cancer no 31.5 2156 \n", + " yes 33.3 21 \n", + "brand_of_first_dose Pfizer 0.0 0 \n", + " Unknown 62.8 1092 \n", + "\n", + " vaccinated 7d previous (percent) \\\n", + "category group \n", + "overall overall 30.3 \n", + "sex F 31.3 \n", + " M 28.9 \n", + "ethnicity_6_groups Black 30.6 \n", + " Mixed 27.3 \n", + " Other 30.9 \n", + " South Asian 32.1 \n", + " Unknown 30 \n", + " White 28 \n", + "ethnicity_16_groups African 27.8 \n", + " Bangladeshi or British Bangladeshi 25 \n", + " Caribbean 31.2 \n", + " Chinese 31.2 \n", + " Other 29.4 \n", + " Other Asian 29.4 \n", + " British or Mixed British 31.2 \n", + " Indian or British Indian 36.8 \n", + " Irish 26.3 \n", + " Other Black 25 \n", + " Other White 23.1 \n", + " Other mixed 31.6 \n", + " Pakistani or British Pakistani 37.5 \n", + " Unknown 31.2 \n", + " White + Asian 31.2 \n", + " White + Black African 30.8 \n", + " White + Black Caribbean 20 \n", + "imd_categories 1 Most deprived 33.3 \n", + " 2 27.4 \n", + " 3 29.8 \n", + " 4 28.8 \n", + " 5 Least deprived 31.1 \n", + " Unknown 26.7 \n", + "bmi 30+ 33.3 \n", + " under 30 28.9 \n", + "chronic_cardiac_disease no 30.2 \n", + " yes 25 \n", + "current_copd no 30.2 \n", + " yes 25 \n", + "dmards no 30.5 \n", + " yes 0 \n", + "dementia no 30.1 \n", + " yes 0 \n", + "psychosis_schiz_bipolar no 30.2 \n", + " yes 25 \n", + "LD no 30.4 \n", + " yes 20 \n", + "ssri no 30.2 \n", + " yes 0 \n", + "chemo_or_radio no 30.2 \n", + " yes 25 \n", + "lung_cancer no 30.2 \n", + " yes 33.3 \n", + "cancer_excl_lung_and_haem no 30.1 \n", + " yes 33.3 \n", + "haematological_cancer no 30.2 \n", + " yes 33.3 \n", + "brand_of_first_dose Pfizer NaN \n", + " Unknown 60.3 \n", + "\n", + " Uptake over last 7d (percent) \\\n", + "category group \n", + "overall overall 1.3 \n", + "sex F 1.8 \n", + " M 1.3 \n", + "ethnicity_6_groups Black 2.1 \n", + " Mixed 1.8 \n", + " Other 0 \n", + " South Asian 1.9 \n", + " Unknown 2 \n", + " White 4 \n", + "ethnicity_16_groups African 5.5 \n", + " Bangladeshi or British Bangladeshi 0 \n", + " Caribbean 0 \n", + " Chinese 0 \n", + " Other 5.9 \n", + " Other Asian 0 \n", + " British or Mixed British 0 \n", + " Indian or British Indian 0 \n", + " Irish 5.3 \n", + " Other Black 6.2 \n", + " Other White 0 \n", + " Other mixed 0 \n", + " Pakistani or British Pakistani 0 \n", + " Unknown 2.1 \n", + " White + Asian 0 \n", + " White + Black African 0 \n", + " White + Black Caribbean 6.7 \n", + "imd_categories 1 Most deprived 1.8 \n", + " 2 1.6 \n", + " 3 0 \n", + " 4 1.7 \n", + " 5 Least deprived 0 \n", + " Unknown 6.6 \n", + "bmi 30+ 1.1 \n", + " under 30 1.4 \n", + "chronic_cardiac_disease no 1.3 \n", + " yes 0 \n", + "current_copd no 1.3 \n", + " yes 0 \n", + "dmards no 1.3 \n", + " yes 0 \n", + "dementia no 1.3 \n", + " yes 0 \n", + "psychosis_schiz_bipolar no 1.3 \n", + " yes 0 \n", + "LD no 1.3 \n", + " yes 0 \n", + "ssri no 1.3 \n", + " yes 0 \n", + "chemo_or_radio no 1.3 \n", + " yes 0 \n", + "lung_cancer no 1.3 \n", + " yes 0 \n", + "cancer_excl_lung_and_haem no 1.3 \n", + " yes 0 \n", + "haematological_cancer no 1.3 \n", + " yes 0 \n", + "brand_of_first_dose Pfizer 0 \n", + " Unknown 2.5 \n", + "\n", + " Date projected to reach 90% \n", + "category group \n", + "overall overall unknown \n", + "sex F unknown \n", + " M unknown \n", + "ethnicity_6_groups Black unknown \n", + " Mixed unknown \n", + " Other unknown \n", + " South Asian unknown \n", + " Unknown unknown \n", + " White 06-Sep \n", + "ethnicity_16_groups African 08-Aug \n", + " Bangladeshi or British Bangladeshi unknown \n", + " Caribbean unknown \n", + " Chinese unknown \n", + " Other 31-Jul \n", + " Other Asian unknown \n", + " British or Mixed British unknown \n", + " Indian or British Indian unknown \n", + " Irish 13-Aug \n", + " Other Black 02-Aug \n", + " Other White unknown \n", + " Other mixed unknown \n", + " Pakistani or British Pakistani unknown \n", + " Unknown unknown \n", + " White + Asian unknown \n", + " White + Black African unknown \n", + " White + Black Caribbean 02-Aug \n", + "imd_categories 1 Most deprived unknown \n", + " 2 unknown \n", + " 3 unknown \n", + " 4 unknown \n", + " 5 Least deprived unknown \n", + " Unknown 27-Jul \n", + "bmi 30+ unknown \n", + " under 30 unknown \n", + "chronic_cardiac_disease no unknown \n", + " yes unknown \n", + "current_copd no unknown \n", + " yes unknown \n", + "dmards no unknown \n", + " yes unknown \n", + "dementia no unknown \n", + " yes unknown \n", + "psychosis_schiz_bipolar no unknown \n", + " yes unknown \n", + "LD no unknown \n", + " yes unknown \n", + "ssri no unknown \n", + " yes unknown \n", + "chemo_or_radio no unknown \n", + " yes unknown \n", + "lung_cancer no unknown \n", + " yes unknown \n", + "cancer_excl_lung_and_haem no unknown \n", + " yes unknown \n", + "haematological_cancer no unknown \n", + " yes unknown \n", + "brand_of_first_dose Pfizer unknown \n", + " Unknown 12-Aug " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "## " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "## COVID vaccination rollout (first dose 14w ago) among **LD (aged 16-64)** population up to 2021-05-28" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "- 'Date projected to reach 90%' being 'unknown' indicates projection of >6mo (likely insufficient information)\n", + "- Patient counts rounded to the nearest 7" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", + " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", + " \n", + " \n", " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", + " \n", " \n", - " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", - " \n", " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -23636,322 +25683,141 @@ " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
vaccinatedpercenttotalvaccinated 7d previous (percent)Uptake over last 7d (percent)Date projected to reach 90%
categorygroup
Irish2117.611917.60overalloverall25631.581230.31.2unknown
Other Black2821.1sexF13321.1031.142729.51.6unknown
Other White2822.2M12616.75.513-May
Other mixed2825.011225032.139230.41.7unknown
Pakistani or British Pakistani2821.113315.85.318-May
Unknown7721.635721.6ageband_5yr00unknown
White + Asian2116.712616.70.070unknown
White + Black African2117.611917.60unknown
White + Black Caribbean3531.21120-151425.056256.223-Apr
imd_categories1 Most deprived9824.140622.41.7unknown
29821.944821.90unknown
39121.7420201.7unknown
49120.045518.51.5unknown
5 Least deprived9823.042719.73.308-Jul
Unknown16-172118.811218.842.94942.90unknown
bmi30+12618.966517.91unknown
under 3037123.0161020.92.1unknown
chronic_cardiac_diseaseno49722.0225420.21.8unknown
yes00.018-292100unknown
current_copdno49021.7225419.91.8unknown37.5562512.526-Jun
yes00.021030-341428.64928.60unknown
dmardsno49722.1224720.21.935-391428.64928.60unknown
yes00.028040-441428.64928.60unknown
dementiano49722.0225419.92.145-492137.55637.50unknown
yes00.028050-542133.36333.30unknown
psychosis_schiz_bipolarno49722.0225420.21.855-591428.64928.60unknown
yes00.021060-641428.64928.60unknown
LDno49722.22240202.265-692137.55637.50unknown
yes00.042070-741428.64928.60unknown
ssrino49722.0225419.92.175-791422.26322.20unknown
yes00.080-8421042.94942.90unknown
chemo_or_radiono49722.0226120.11.985-892130.070300unknown
yes90+00.0140NaN0unknown
lung_cancerno49722.22240202.2ethnicity_6_groupsBlack4233.312633.30unknown
yes00.0350Mixed4228.614728.60unknown
cancer_excl_lung_and_haemno49722.0226120.11.9Other4230.0140300unknown
yes00.0210South Asian4935.0140350unknown
haematological_cancerno49021.7225419.91.8unknownUnknown5638.114733.34.811-Aug
yes733.32133.3White2825.0112250unknown
brand_of_first_dosePfizerModerna00.00
Unknown49742.5116938.93.619-May
\n", - "
" - ], - "text/plain": [ - " vaccinated \\\n", - "category group \n", - "overall overall 499 \n", - "sex F 252 \n", - " M 245 \n", - "ethnicity_6_groups Black 84 \n", - " Mixed 91 \n", - " Other 84 \n", - " South Asian 77 \n", - " Unknown 77 \n", - " White 84 \n", - "ethnicity_16_groups African 28 \n", - " Bangladeshi or British Bangladeshi 28 \n", - " Caribbean 28 \n", - " Chinese 35 \n", - " Other 21 \n", - " Other Asian 21 \n", - " British or Mixed British 21 \n", - " Indian or British Indian 35 \n", - " Irish 21 \n", - " Other Black 28 \n", - " Other White 28 \n", - " Other mixed 28 \n", - " Pakistani or British Pakistani 28 \n", - " Unknown 77 \n", - " White + Asian 21 \n", - " White + Black African 21 \n", - " White + Black Caribbean 35 \n", - "imd_categories 1 Most deprived 98 \n", - " 2 98 \n", - " 3 91 \n", - " 4 91 \n", - " 5 Least deprived 98 \n", - " Unknown 21 \n", - "bmi 30+ 126 \n", - " under 30 371 \n", - "chronic_cardiac_disease no 497 \n", - " yes 0 \n", - "current_copd no 490 \n", - " yes 0 \n", - "dmards no 497 \n", - " yes 0 \n", - "dementia no 497 \n", - " yes 0 \n", - "psychosis_schiz_bipolar no 497 \n", - " yes 0 \n", - "LD no 497 \n", - " yes 0 \n", - "ssri no 497 \n", - " yes 0 \n", - "chemo_or_radio no 497 \n", - " yes 0 \n", - "lung_cancer no 497 \n", - " yes 0 \n", - "cancer_excl_lung_and_haem no 497 \n", - " yes 0 \n", - "haematological_cancer no 490 \n", - " yes 7 \n", - "brand_of_first_dose Pfizer 0 \n", - " Unknown 497 \n", - "\n", - " percent total \\\n", - "category group \n", - "overall overall 21.9 2275 \n", - "sex F 21.7 1162 \n", - " M 22.0 1113 \n", - "ethnicity_6_groups Black 22.2 378 \n", - " Mixed 22.4 406 \n", - " Other 21.4 392 \n", - " South Asian 20.0 385 \n", - " Unknown 23.4 329 \n", - " White 21.4 392 \n", - "ethnicity_16_groups African 22.2 126 \n", - " Bangladeshi or British Bangladeshi 25.0 112 \n", - " Caribbean 23.5 119 \n", - " Chinese 27.8 126 \n", - " Other 25.0 84 \n", - " Other Asian 17.6 119 \n", - " British or Mixed British 18.8 112 \n", - " Indian or British Indian 25.0 140 \n", - " Irish 17.6 119 \n", - " Other Black 21.1 133 \n", - " Other White 22.2 126 \n", - " Other mixed 25.0 112 \n", - " Pakistani or British Pakistani 21.1 133 \n", - " Unknown 21.6 357 \n", - " White + Asian 16.7 126 \n", - " White + Black African 17.6 119 \n", - " White + Black Caribbean 31.2 112 \n", - "imd_categories 1 Most deprived 24.1 406 \n", - " 2 21.9 448 \n", - " 3 21.7 420 \n", - " 4 20.0 455 \n", - " 5 Least deprived 23.0 427 \n", - " Unknown 18.8 112 \n", - "bmi 30+ 18.9 665 \n", - " under 30 23.0 1610 \n", - "chronic_cardiac_disease no 22.0 2254 \n", - " yes 0.0 21 \n", - "current_copd no 21.7 2254 \n", - " yes 0.0 21 \n", - "dmards no 22.1 2247 \n", - " yes 0.0 28 \n", - "dementia no 22.0 2254 \n", - " yes 0.0 28 \n", - "psychosis_schiz_bipolar no 22.0 2254 \n", - " yes 0.0 21 \n", - "LD no 22.2 2240 \n", - " yes 0.0 42 \n", - "ssri no 22.0 2254 \n", - " yes 0.0 21 \n", - "chemo_or_radio no 22.0 2261 \n", - " yes 0.0 14 \n", - "lung_cancer no 22.2 2240 \n", - " yes 0.0 35 \n", - "cancer_excl_lung_and_haem no 22.0 2261 \n", - " yes 0.0 21 \n", - "haematological_cancer no 21.7 2254 \n", - " yes 33.3 21 \n", - "brand_of_first_dose Pfizer 0.0 0 \n", - " Unknown 42.5 1169 \n", - "\n", - " vaccinated 7d previous (percent) \\\n", - "category group \n", - "overall overall 20 \n", - "sex F 19.9 \n", - " M 20.1 \n", - "ethnicity_6_groups Black 20.4 \n", - " Mixed 20.7 \n", - " Other 19.6 \n", - " South Asian 18.2 \n", - " Unknown 21.3 \n", - " White 19.6 \n", - "ethnicity_16_groups African 22.2 \n", - " Bangladeshi or British Bangladeshi 18.8 \n", - " Caribbean 23.5 \n", - " Chinese 22.2 \n", - " Other 16.7 \n", - " Other Asian 11.8 \n", - " British or Mixed British 18.8 \n", - " Indian or British Indian 20 \n", - " Irish 17.6 \n", - " Other Black 21.1 \n", - " Other White 16.7 \n", - " Other mixed 25 \n", - " Pakistani or British Pakistani 15.8 \n", - " Unknown 21.6 \n", - " White + Asian 16.7 \n", - " White + Black African 17.6 \n", - " White + Black Caribbean 25 \n", - "imd_categories 1 Most deprived 22.4 \n", - " 2 21.9 \n", - " 3 20 \n", - " 4 18.5 \n", - " 5 Least deprived 19.7 \n", - " Unknown 18.8 \n", - "bmi 30+ 17.9 \n", - " under 30 20.9 \n", - "chronic_cardiac_disease no 20.2 \n", - " yes 0 \n", - "current_copd no 19.9 \n", - " yes 0 \n", - "dmards no 20.2 \n", - " yes 0 \n", - "dementia no 19.9 \n", - " yes 0 \n", - "psychosis_schiz_bipolar no 20.2 \n", - " yes 0 \n", - "LD no 20 \n", - " yes 0 \n", - "ssri no 19.9 \n", - " yes 0 \n", - "chemo_or_radio no 20.1 \n", - " yes 0 \n", - "lung_cancer no 20 \n", - " yes 0 \n", - "cancer_excl_lung_and_haem no 20.1 \n", - " yes 0 \n", - "haematological_cancer no 19.9 \n", - " yes 33.3 \n", - "brand_of_first_dose Pfizer NaN \n", - " Unknown 38.9 \n", - "\n", - " Uptake over last 7d (percent) \\\n", - "category group \n", - "overall overall 1.9 \n", - "sex F 1.8 \n", - " M 1.9 \n", - "ethnicity_6_groups Black 1.8 \n", - " Mixed 1.7 \n", - " Other 1.8 \n", - " South Asian 1.8 \n", - " Unknown 2.1 \n", - " White 1.8 \n", - "ethnicity_16_groups African 0 \n", - " Bangladeshi or British Bangladeshi 6.2 \n", - " Caribbean 0 \n", - " Chinese 5.6 \n", - " Other 8.3 \n", - " Other Asian 5.8 \n", - " British or Mixed British 0 \n", - " Indian or British Indian 5 \n", - " Irish 0 \n", - " Other Black 0 \n", - " Other White 5.5 \n", - " Other mixed 0 \n", - " Pakistani or British Pakistani 5.3 \n", - " Unknown 0 \n", - " White + Asian 0 \n", - " White + Black African 0 \n", - " White + Black Caribbean 6.2 \n", - "imd_categories 1 Most deprived 1.7 \n", - " 2 0 \n", - " 3 1.7 \n", - " 4 1.5 \n", - " 5 Least deprived 3.3 \n", - " Unknown 0 \n", - "bmi 30+ 1 \n", - " under 30 2.1 \n", - "chronic_cardiac_disease no 1.8 \n", - " yes 0 \n", - "current_copd no 1.8 \n", - " yes 0 \n", - "dmards no 1.9 \n", - " yes 0 \n", - "dementia no 2.1 \n", - " yes 0 \n", - "psychosis_schiz_bipolar no 1.8 \n", - " yes 0 \n", - "LD no 2.2 \n", - " yes 0 \n", - "ssri no 2.1 \n", - " yes 0 \n", - "chemo_or_radio no 1.9 \n", - " yes 0 \n", - "lung_cancer no 2.2 \n", - " yes 0 \n", - "cancer_excl_lung_and_haem no 1.9 \n", - " yes 0 \n", - "haematological_cancer no 1.8 \n", - " yes 0 \n", - "brand_of_first_dose Pfizer 0 \n", - " Unknown 3.6 \n", + " 252\n", + " 63.2\n", + " 399\n", + " 61.4\n", + " 1.8\n", + " 09-Sep\n", + " \n", + " \n", + "\n", + "" + ], + "text/plain": [ + " vaccinated percent total \\\n", + "category group \n", + "overall overall 256 31.5 812 \n", + "sex F 133 31.1 427 \n", + " M 126 32.1 392 \n", + "ageband_5yr 0 0 0.0 7 \n", + " 0-15 14 25.0 56 \n", + " 16-17 21 42.9 49 \n", + " 18-29 21 37.5 56 \n", + " 30-34 14 28.6 49 \n", + " 35-39 14 28.6 49 \n", + " 40-44 14 28.6 49 \n", + " 45-49 21 37.5 56 \n", + " 50-54 21 33.3 63 \n", + " 55-59 14 28.6 49 \n", + " 60-64 14 28.6 49 \n", + " 65-69 21 37.5 56 \n", + " 70-74 14 28.6 49 \n", + " 75-79 14 22.2 63 \n", + " 80-84 21 42.9 49 \n", + " 85-89 21 30.0 70 \n", + " 90+ 0 0.0 0 \n", + "ethnicity_6_groups Black 42 33.3 126 \n", + " Mixed 42 28.6 147 \n", + " Other 42 30.0 140 \n", + " South Asian 49 35.0 140 \n", + " Unknown 56 38.1 147 \n", + " White 28 25.0 112 \n", + "brand_of_first_dose Moderna 0 0.0 0 \n", + " Unknown 252 63.2 399 \n", "\n", - " Date projected to reach 90% \n", - "category group \n", - "overall overall unknown \n", - "sex F unknown \n", - " M unknown \n", - "ethnicity_6_groups Black unknown \n", - " Mixed unknown \n", - " Other unknown \n", - " South Asian unknown \n", - " Unknown unknown \n", - " White unknown \n", - "ethnicity_16_groups African unknown \n", - " Bangladeshi or British Bangladeshi 30-Apr \n", - " Caribbean unknown \n", - " Chinese 04-May \n", - " Other 11-Apr \n", - " Other Asian 14-May \n", - " British or Mixed British unknown \n", - " Indian or British Indian 18-May \n", - " Irish unknown \n", - " Other Black unknown \n", - " Other White 13-May \n", - " Other mixed unknown \n", - " Pakistani or British Pakistani 18-May \n", - " Unknown unknown \n", - " White + Asian unknown \n", - " White + Black African unknown \n", - " White + Black Caribbean 23-Apr \n", - "imd_categories 1 Most deprived unknown \n", - " 2 unknown \n", - " 3 unknown \n", - " 4 unknown \n", - " 5 Least deprived 08-Jul \n", - " Unknown unknown \n", - "bmi 30+ unknown \n", - " under 30 unknown \n", - "chronic_cardiac_disease no unknown \n", - " yes unknown \n", - "current_copd no unknown \n", - " yes unknown \n", - "dmards no unknown \n", - " yes unknown \n", - "dementia no unknown \n", - " yes unknown \n", - "psychosis_schiz_bipolar no unknown \n", - " yes unknown \n", - "LD no unknown \n", - " yes unknown \n", - "ssri no unknown \n", - " yes unknown \n", - "chemo_or_radio no unknown \n", - " yes unknown \n", - "lung_cancer no unknown \n", - " yes unknown \n", - "cancer_excl_lung_and_haem no unknown \n", - " yes unknown \n", - "haematological_cancer no unknown \n", - " yes unknown \n", - "brand_of_first_dose Pfizer unknown \n", - " Unknown 19-May " + " vaccinated 7d previous (percent) \\\n", + "category group \n", + "overall overall 30.3 \n", + "sex F 29.5 \n", + " M 30.4 \n", + "ageband_5yr 0 0 \n", + " 0-15 25 \n", + " 16-17 42.9 \n", + " 18-29 25 \n", + " 30-34 28.6 \n", + " 35-39 28.6 \n", + " 40-44 28.6 \n", + " 45-49 37.5 \n", + " 50-54 33.3 \n", + " 55-59 28.6 \n", + " 60-64 28.6 \n", + " 65-69 37.5 \n", + " 70-74 28.6 \n", + " 75-79 22.2 \n", + " 80-84 42.9 \n", + " 85-89 30 \n", + " 90+ NaN \n", + "ethnicity_6_groups Black 33.3 \n", + " Mixed 28.6 \n", + " Other 30 \n", + " South Asian 35 \n", + " Unknown 33.3 \n", + " White 25 \n", + "brand_of_first_dose Moderna NaN \n", + " Unknown 61.4 \n", + "\n", + " Uptake over last 7d (percent) \\\n", + "category group \n", + "overall overall 1.2 \n", + "sex F 1.6 \n", + " M 1.7 \n", + "ageband_5yr 0 0 \n", + " 0-15 0 \n", + " 16-17 0 \n", + " 18-29 12.5 \n", + " 30-34 0 \n", + " 35-39 0 \n", + " 40-44 0 \n", + " 45-49 0 \n", + " 50-54 0 \n", + " 55-59 0 \n", + " 60-64 0 \n", + " 65-69 0 \n", + " 70-74 0 \n", + " 75-79 0 \n", + " 80-84 0 \n", + " 85-89 0 \n", + " 90+ 0 \n", + "ethnicity_6_groups Black 0 \n", + " Mixed 0 \n", + " Other 0 \n", + " South Asian 0 \n", + " Unknown 4.8 \n", + " White 0 \n", + "brand_of_first_dose Moderna 0 \n", + " Unknown 1.8 \n", + "\n", + " Date projected to reach 90% \n", + "category group \n", + "overall overall unknown \n", + "sex F unknown \n", + " M unknown \n", + "ageband_5yr 0 unknown \n", + " 0-15 unknown \n", + " 16-17 unknown \n", + " 18-29 26-Jun \n", + " 30-34 unknown \n", + " 35-39 unknown \n", + " 40-44 unknown \n", + " 45-49 unknown \n", + " 50-54 unknown \n", + " 55-59 unknown \n", + " 60-64 unknown \n", + " 65-69 unknown \n", + " 70-74 unknown \n", + " 75-79 unknown \n", + " 80-84 unknown \n", + " 85-89 unknown \n", + " 90+ unknown \n", + "ethnicity_6_groups Black unknown \n", + " Mixed unknown \n", + " Other unknown \n", + " South Asian unknown \n", + " Unknown 11-Aug \n", + " White unknown \n", + "brand_of_first_dose Moderna unknown \n", + " Unknown 09-Sep " ] }, "metadata": {}, @@ -23972,7 +25838,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (first dose 14w ago) among **LD (aged 16-64)** population up to 2021-02-16" + "## COVID vaccination rollout (first dose 14w ago) among **60-64** population up to 2021-05-28" ], "text/plain": [ "" @@ -24024,243 +25890,516 @@ " Date projected to reach 90%\n", " \n", " \n", - " category\n", - " group\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " category\n", + " group\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " overall\n", + " overall\n", + " 827\n", + " 30.6\n", + " 2702\n", + " 29.3\n", + " 1.3\n", + " unknown\n", + " \n", + " \n", + " sex\n", + " F\n", + " 427\n", + " 31.1\n", + " 1372\n", + " 29.1\n", + " 2\n", + " unknown\n", + " \n", + " \n", + " M\n", + " 406\n", + " 30.4\n", + " 1337\n", + " 29.3\n", + " 1.1\n", + " unknown\n", + " \n", + " \n", + " ethnicity_6_groups\n", + " Black\n", + " 126\n", + " 28.6\n", + " 441\n", + " 28.6\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Mixed\n", + " 147\n", + " 30.0\n", + " 490\n", + " 28.6\n", + " 1.4\n", + " unknown\n", + " \n", + " \n", + " Other\n", + " 140\n", + " 30.3\n", + " 462\n", + " 28.8\n", + " 1.5\n", + " unknown\n", + " \n", + " \n", + " South Asian\n", + " 154\n", + " 34.4\n", + " 448\n", + " 32.8\n", + " 1.6\n", + " unknown\n", + " \n", + " \n", + " Unknown\n", + " 126\n", + " 30.5\n", + " 413\n", + " 28.8\n", + " 1.7\n", + " unknown\n", + " \n", + " \n", + " White\n", + " 133\n", + " 29.7\n", + " 448\n", + " 28.1\n", + " 1.6\n", + " unknown\n", + " \n", + " \n", + " ethnicity_16_groups\n", + " African\n", + " 42\n", + " 26.1\n", + " 161\n", + " 26.1\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Bangladeshi or British Bangladeshi\n", + " 49\n", + " 35.0\n", + " 140\n", + " 30\n", + " 5\n", + " 13-Aug\n", + " \n", + " \n", + " Caribbean\n", + " 42\n", + " 35.3\n", + " 119\n", + " 35.3\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Chinese\n", + " 42\n", + " 28.6\n", + " 147\n", + " 23.8\n", + " 4.8\n", + " 25-Aug\n", + " \n", + " \n", + " Other\n", + " 42\n", + " 30.0\n", + " 140\n", + " 30\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Other Asian\n", + " 56\n", + " 34.8\n", + " 161\n", + " 30.4\n", + " 4.4\n", + " 23-Aug\n", + " \n", + " \n", + " British or Mixed British\n", + " 42\n", + " 33.3\n", + " 126\n", + " 33.3\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " Indian or British Indian\n", + " 42\n", + " 30.0\n", + " 140\n", + " 25\n", + " 5\n", + " 20-Aug\n", + " \n", + " \n", + " Irish\n", + " 35\n", + " 25.0\n", + " 140\n", + " 25\n", + " 0\n", + " unknown\n", " \n", - " \n", - " \n", " \n", - " overall\n", - " overall\n", - " 164\n", - " 20.7\n", - " 791\n", - " 18.8\n", - " 1.9\n", + " Other Black\n", + " 49\n", + " 33.3\n", + " 147\n", + " 33.3\n", + " 0\n", " unknown\n", " \n", " \n", - " sex\n", - " F\n", - " 91\n", - " 22.0\n", - " 413\n", - " 20.3\n", - " 1.7\n", + " Other White\n", + " 35\n", + " 26.3\n", + " 133\n", + " 26.3\n", + " 0\n", " unknown\n", " \n", " \n", - " M\n", - " 77\n", - " 20.4\n", - " 378\n", - " 18.5\n", - " 1.9\n", + " Other mixed\n", + " 42\n", + " 31.6\n", + " 133\n", + " 31.6\n", + " 0\n", " unknown\n", " \n", " \n", - " ageband_5yr\n", - " 0\n", - " 7\n", - " 14.3\n", - " 49\n", - " 14.3\n", + " Pakistani or British Pakistani\n", + " 56\n", + " 36.4\n", + " 154\n", + " 36.4\n", " 0\n", " unknown\n", " \n", " \n", - " 0-15\n", - " 7\n", - " 14.3\n", - " 49\n", - " 14.3\n", - " 0\n", + " Unknown\n", + " 126\n", + " 30.5\n", + " 413\n", + " 28.8\n", + " 1.7\n", " unknown\n", " \n", " \n", - " 16-29\n", - " 7\n", - " 16.7\n", + " White + Asian\n", " 42\n", - " 16.7\n", + " 26.1\n", + " 161\n", + " 26.1\n", " 0\n", " unknown\n", " \n", " \n", - " 30-34\n", - " 7\n", - " 14.3\n", - " 49\n", - " 14.3\n", + " White + Black African\n", + " 42\n", + " 27.3\n", + " 154\n", + " 27.3\n", " 0\n", " unknown\n", " \n", " \n", - " 35-39\n", - " 14\n", - " 28.6\n", - " 49\n", - " 28.6\n", + " White + Black Caribbean\n", + " 42\n", + " 31.6\n", + " 133\n", + " 31.6\n", " 0\n", " unknown\n", " \n", " \n", - " 40-44\n", - " 0\n", - " 0.0\n", - " 35\n", - " 0\n", + " imd_categories\n", + " 1 Most deprived\n", + " 154\n", + " 31.4\n", + " 490\n", + " 31.4\n", " 0\n", " unknown\n", " \n", " \n", - " 45-49\n", - " 14\n", - " 28.6\n", - " 49\n", - " 28.6\n", - " 0\n", + " 2\n", + " 161\n", + " 30.3\n", + " 532\n", + " 28.9\n", + " 1.4\n", " unknown\n", " \n", " \n", - " 50-54\n", - " 14\n", - " 25.0\n", - " 56\n", - " 12.5\n", - " 12.5\n", - " 24-Mar\n", + " 3\n", + " 147\n", + " 28.4\n", + " 518\n", + " 27\n", + " 1.4\n", + " unknown\n", " \n", " \n", - " 55-59\n", - " 7\n", - " 16.7\n", + " 4\n", + " 168\n", + " 31.2\n", + " 539\n", + " 29.9\n", + " 1.3\n", + " unknown\n", + " \n", + " \n", + " 5 Least deprived\n", + " 154\n", + " 30.1\n", + " 511\n", + " 28.8\n", + " 1.3\n", + " unknown\n", + " \n", + " \n", + " Unknown\n", " 42\n", - " 16.7\n", - " 0\n", + " 37.5\n", + " 112\n", + " 31.2\n", + " 6.3\n", + " 25-Jul\n", + " \n", + " \n", + " bmi\n", + " 30+\n", + " 231\n", + " 29.2\n", + " 791\n", + " 27.4\n", + " 1.8\n", " unknown\n", " \n", " \n", - " 60-64\n", - " 7\n", - " 14.3\n", - " 49\n", - " 14.3\n", - " 0\n", + " under 30\n", + " 595\n", + " 31.1\n", + " 1911\n", + " 30\n", + " 1.1\n", " unknown\n", " \n", " \n", - " 65-69\n", + " chronic_cardiac_disease\n", + " no\n", + " 819\n", + " 30.6\n", + " 2674\n", + " 29.3\n", + " 1.3\n", + " unknown\n", + " \n", + " \n", + " yes\n", " 14\n", - " 22.2\n", - " 63\n", - " 22.2\n", + " 50.0\n", + " 28\n", + " 25\n", + " 25\n", + " 08-Jun\n", + " \n", + " \n", + " current_copd\n", + " no\n", + " 819\n", + " 30.5\n", + " 2681\n", + " 29.2\n", + " 1.3\n", + " unknown\n", + " \n", + " \n", + " yes\n", + " 7\n", + " 33.3\n", + " 21\n", + " 33.3\n", " 0\n", " unknown\n", " \n", " \n", - " 70-74\n", + " dmards\n", + " no\n", + " 819\n", + " 30.6\n", + " 2674\n", + " 29.3\n", + " 1.3\n", + " unknown\n", + " \n", + " \n", + " yes\n", " 7\n", - " 11.1\n", - " 63\n", - " 11.1\n", + " 20.0\n", + " 35\n", + " 20\n", " 0\n", " unknown\n", " \n", " \n", - " 75-79\n", - " 14\n", + " dementia\n", + " no\n", + " 819\n", + " 30.5\n", + " 2681\n", + " 29.2\n", + " 1.3\n", + " unknown\n", + " \n", + " \n", + " yes\n", + " 7\n", " 25.0\n", - " 56\n", + " 28\n", " 25\n", " 0\n", " unknown\n", " \n", " \n", - " 80-84\n", + " psychosis_schiz_bipolar\n", + " no\n", + " 819\n", + " 30.5\n", + " 2681\n", + " 29.2\n", + " 1.3\n", + " unknown\n", + " \n", + " \n", + " yes\n", + " 0\n", + " 0.0\n", + " 21\n", + " 0\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " ssri\n", + " no\n", + " 812\n", + " 30.4\n", + " 2667\n", + " 29.1\n", + " 1.3\n", + " unknown\n", + " \n", + " \n", + " yes\n", " 14\n", - " 33.3\n", - " 42\n", - " 16.7\n", - " 16.6\n", - " 11-Mar\n", + " 40.0\n", + " 35\n", + " 40\n", + " 0\n", + " unknown\n", " \n", " \n", - " 85-89\n", - " 14\n", - " 28.6\n", - " 49\n", - " 28.6\n", - " 0\n", + " chemo_or_radio\n", + " no\n", + " 819\n", + " 30.5\n", + " 2681\n", + " 29.2\n", + " 1.3\n", " unknown\n", " \n", " \n", - " 90+\n", + " yes\n", " 7\n", - " 14.3\n", - " 49\n", - " 14.3\n", + " 25.0\n", + " 28\n", + " 25\n", " 0\n", " unknown\n", " \n", " \n", - " ethnicity_6_groups\n", - " Black\n", - " 14\n", - " 11.8\n", - " 119\n", - " 11.8\n", - " 0\n", + " lung_cancer\n", + " no\n", + " 819\n", + " 30.5\n", + " 2681\n", + " 29.2\n", + " 1.3\n", " unknown\n", " \n", " \n", - " Mixed\n", - " 35\n", - " 25.0\n", - " 140\n", - " 20\n", - " 5\n", - " 18-May\n", + " yes\n", + " 7\n", + " 33.3\n", + " 21\n", + " 33.3\n", + " 0\n", + " unknown\n", " \n", " \n", - " Other\n", - " 28\n", - " 20.0\n", - " 140\n", - " 20\n", - " 0\n", + " cancer_excl_lung_and_haem\n", + " no\n", + " 812\n", + " 30.5\n", + " 2660\n", + " 29.2\n", + " 1.3\n", " unknown\n", " \n", " \n", - " South Asian\n", - " 21\n", - " 15.8\n", - " 133\n", - " 15.8\n", + " yes\n", + " 14\n", + " 33.3\n", + " 42\n", + " 33.3\n", " 0\n", " unknown\n", " \n", " \n", - " Unknown\n", - " 28\n", - " 23.5\n", - " 119\n", - " 23.5\n", - " 0\n", + " haematological_cancer\n", + " no\n", + " 819\n", + " 30.5\n", + " 2681\n", + " 29.2\n", + " 1.3\n", " unknown\n", " \n", " \n", - " White\n", - " 35\n", - " 23.8\n", - " 147\n", - " 23.8\n", + " yes\n", + " 0\n", + " 0.0\n", + " 21\n", + " 0\n", " 0\n", " unknown\n", " \n", @@ -24276,137 +26415,312 @@ " \n", " \n", " Unknown\n", - " 161\n", - " 41.1\n", - " 392\n", - " 37.5\n", - " 3.6\n", - " 22-May\n", + " 826\n", + " 63.1\n", + " 1309\n", + " 60.4\n", + " 2.7\n", + " 05-Aug\n", " \n", " \n", "\n", "" ], "text/plain": [ - " vaccinated percent total \\\n", - "category group \n", - "overall overall 164 20.7 791 \n", - "sex F 91 22.0 413 \n", - " M 77 20.4 378 \n", - "ageband_5yr 0 7 14.3 49 \n", - " 0-15 7 14.3 49 \n", - " 16-29 7 16.7 42 \n", - " 30-34 7 14.3 49 \n", - " 35-39 14 28.6 49 \n", - " 40-44 0 0.0 35 \n", - " 45-49 14 28.6 49 \n", - " 50-54 14 25.0 56 \n", - " 55-59 7 16.7 42 \n", - " 60-64 7 14.3 49 \n", - " 65-69 14 22.2 63 \n", - " 70-74 7 11.1 63 \n", - " 75-79 14 25.0 56 \n", - " 80-84 14 33.3 42 \n", - " 85-89 14 28.6 49 \n", - " 90+ 7 14.3 49 \n", - "ethnicity_6_groups Black 14 11.8 119 \n", - " Mixed 35 25.0 140 \n", - " Other 28 20.0 140 \n", - " South Asian 21 15.8 133 \n", - " Unknown 28 23.5 119 \n", - " White 35 23.8 147 \n", - "brand_of_first_dose Pfizer 0 0.0 0 \n", - " Unknown 161 41.1 392 \n", + " vaccinated \\\n", + "category group \n", + "overall overall 827 \n", + "sex F 427 \n", + " M 406 \n", + "ethnicity_6_groups Black 126 \n", + " Mixed 147 \n", + " Other 140 \n", + " South Asian 154 \n", + " Unknown 126 \n", + " White 133 \n", + "ethnicity_16_groups African 42 \n", + " Bangladeshi or British Bangladeshi 49 \n", + " Caribbean 42 \n", + " Chinese 42 \n", + " Other 42 \n", + " Other Asian 56 \n", + " British or Mixed British 42 \n", + " Indian or British Indian 42 \n", + " Irish 35 \n", + " Other Black 49 \n", + " Other White 35 \n", + " Other mixed 42 \n", + " Pakistani or British Pakistani 56 \n", + " Unknown 126 \n", + " White + Asian 42 \n", + " White + Black African 42 \n", + " White + Black Caribbean 42 \n", + "imd_categories 1 Most deprived 154 \n", + " 2 161 \n", + " 3 147 \n", + " 4 168 \n", + " 5 Least deprived 154 \n", + " Unknown 42 \n", + "bmi 30+ 231 \n", + " under 30 595 \n", + "chronic_cardiac_disease no 819 \n", + " yes 14 \n", + "current_copd no 819 \n", + " yes 7 \n", + "dmards no 819 \n", + " yes 7 \n", + "dementia no 819 \n", + " yes 7 \n", + "psychosis_schiz_bipolar no 819 \n", + " yes 0 \n", + "ssri no 812 \n", + " yes 14 \n", + "chemo_or_radio no 819 \n", + " yes 7 \n", + "lung_cancer no 819 \n", + " yes 7 \n", + "cancer_excl_lung_and_haem no 812 \n", + " yes 14 \n", + "haematological_cancer no 819 \n", + " yes 0 \n", + "brand_of_first_dose Pfizer 0 \n", + " Unknown 826 \n", "\n", - " vaccinated 7d previous (percent) \\\n", - "category group \n", - "overall overall 18.8 \n", - "sex F 20.3 \n", - " M 18.5 \n", - "ageband_5yr 0 14.3 \n", - " 0-15 14.3 \n", - " 16-29 16.7 \n", - " 30-34 14.3 \n", - " 35-39 28.6 \n", - " 40-44 0 \n", - " 45-49 28.6 \n", - " 50-54 12.5 \n", - " 55-59 16.7 \n", - " 60-64 14.3 \n", - " 65-69 22.2 \n", - " 70-74 11.1 \n", - " 75-79 25 \n", - " 80-84 16.7 \n", - " 85-89 28.6 \n", - " 90+ 14.3 \n", - "ethnicity_6_groups Black 11.8 \n", - " Mixed 20 \n", - " Other 20 \n", - " South Asian 15.8 \n", - " Unknown 23.5 \n", - " White 23.8 \n", - "brand_of_first_dose Pfizer NaN \n", - " Unknown 37.5 \n", + " percent total \\\n", + "category group \n", + "overall overall 30.6 2702 \n", + "sex F 31.1 1372 \n", + " M 30.4 1337 \n", + "ethnicity_6_groups Black 28.6 441 \n", + " Mixed 30.0 490 \n", + " Other 30.3 462 \n", + " South Asian 34.4 448 \n", + " Unknown 30.5 413 \n", + " White 29.7 448 \n", + "ethnicity_16_groups African 26.1 161 \n", + " Bangladeshi or British Bangladeshi 35.0 140 \n", + " Caribbean 35.3 119 \n", + " Chinese 28.6 147 \n", + " Other 30.0 140 \n", + " Other Asian 34.8 161 \n", + " British or Mixed British 33.3 126 \n", + " Indian or British Indian 30.0 140 \n", + " Irish 25.0 140 \n", + " Other Black 33.3 147 \n", + " Other White 26.3 133 \n", + " Other mixed 31.6 133 \n", + " Pakistani or British Pakistani 36.4 154 \n", + " Unknown 30.5 413 \n", + " White + Asian 26.1 161 \n", + " White + Black African 27.3 154 \n", + " White + Black Caribbean 31.6 133 \n", + "imd_categories 1 Most deprived 31.4 490 \n", + " 2 30.3 532 \n", + " 3 28.4 518 \n", + " 4 31.2 539 \n", + " 5 Least deprived 30.1 511 \n", + " Unknown 37.5 112 \n", + "bmi 30+ 29.2 791 \n", + " under 30 31.1 1911 \n", + "chronic_cardiac_disease no 30.6 2674 \n", + " yes 50.0 28 \n", + "current_copd no 30.5 2681 \n", + " yes 33.3 21 \n", + "dmards no 30.6 2674 \n", + " yes 20.0 35 \n", + "dementia no 30.5 2681 \n", + " yes 25.0 28 \n", + "psychosis_schiz_bipolar no 30.5 2681 \n", + " yes 0.0 21 \n", + "ssri no 30.4 2667 \n", + " yes 40.0 35 \n", + "chemo_or_radio no 30.5 2681 \n", + " yes 25.0 28 \n", + "lung_cancer no 30.5 2681 \n", + " yes 33.3 21 \n", + "cancer_excl_lung_and_haem no 30.5 2660 \n", + " yes 33.3 42 \n", + "haematological_cancer no 30.5 2681 \n", + " yes 0.0 21 \n", + "brand_of_first_dose Pfizer 0.0 0 \n", + " Unknown 63.1 1309 \n", "\n", - " Uptake over last 7d (percent) \\\n", - "category group \n", - "overall overall 1.9 \n", - "sex F 1.7 \n", - " M 1.9 \n", - "ageband_5yr 0 0 \n", - " 0-15 0 \n", - " 16-29 0 \n", - " 30-34 0 \n", - " 35-39 0 \n", - " 40-44 0 \n", - " 45-49 0 \n", - " 50-54 12.5 \n", - " 55-59 0 \n", - " 60-64 0 \n", - " 65-69 0 \n", - " 70-74 0 \n", - " 75-79 0 \n", - " 80-84 16.6 \n", - " 85-89 0 \n", - " 90+ 0 \n", - "ethnicity_6_groups Black 0 \n", - " Mixed 5 \n", - " Other 0 \n", - " South Asian 0 \n", - " Unknown 0 \n", - " White 0 \n", - "brand_of_first_dose Pfizer 0 \n", - " Unknown 3.6 \n", + " vaccinated 7d previous (percent) \\\n", + "category group \n", + "overall overall 29.3 \n", + "sex F 29.1 \n", + " M 29.3 \n", + "ethnicity_6_groups Black 28.6 \n", + " Mixed 28.6 \n", + " Other 28.8 \n", + " South Asian 32.8 \n", + " Unknown 28.8 \n", + " White 28.1 \n", + "ethnicity_16_groups African 26.1 \n", + " Bangladeshi or British Bangladeshi 30 \n", + " Caribbean 35.3 \n", + " Chinese 23.8 \n", + " Other 30 \n", + " Other Asian 30.4 \n", + " British or Mixed British 33.3 \n", + " Indian or British Indian 25 \n", + " Irish 25 \n", + " Other Black 33.3 \n", + " Other White 26.3 \n", + " Other mixed 31.6 \n", + " Pakistani or British Pakistani 36.4 \n", + " Unknown 28.8 \n", + " White + Asian 26.1 \n", + " White + Black African 27.3 \n", + " White + Black Caribbean 31.6 \n", + "imd_categories 1 Most deprived 31.4 \n", + " 2 28.9 \n", + " 3 27 \n", + " 4 29.9 \n", + " 5 Least deprived 28.8 \n", + " Unknown 31.2 \n", + "bmi 30+ 27.4 \n", + " under 30 30 \n", + "chronic_cardiac_disease no 29.3 \n", + " yes 25 \n", + "current_copd no 29.2 \n", + " yes 33.3 \n", + "dmards no 29.3 \n", + " yes 20 \n", + "dementia no 29.2 \n", + " yes 25 \n", + "psychosis_schiz_bipolar no 29.2 \n", + " yes 0 \n", + "ssri no 29.1 \n", + " yes 40 \n", + "chemo_or_radio no 29.2 \n", + " yes 25 \n", + "lung_cancer no 29.2 \n", + " yes 33.3 \n", + "cancer_excl_lung_and_haem no 29.2 \n", + " yes 33.3 \n", + "haematological_cancer no 29.2 \n", + " yes 0 \n", + "brand_of_first_dose Pfizer NaN \n", + " Unknown 60.4 \n", "\n", - " Date projected to reach 90% \n", - "category group \n", - "overall overall unknown \n", - "sex F unknown \n", - " M unknown \n", - "ageband_5yr 0 unknown \n", - " 0-15 unknown \n", - " 16-29 unknown \n", - " 30-34 unknown \n", - " 35-39 unknown \n", - " 40-44 unknown \n", - " 45-49 unknown \n", - " 50-54 24-Mar \n", - " 55-59 unknown \n", - " 60-64 unknown \n", - " 65-69 unknown \n", - " 70-74 unknown \n", - " 75-79 unknown \n", - " 80-84 11-Mar \n", - " 85-89 unknown \n", - " 90+ unknown \n", - "ethnicity_6_groups Black unknown \n", - " Mixed 18-May \n", - " Other unknown \n", - " South Asian unknown \n", - " Unknown unknown \n", - " White unknown \n", - "brand_of_first_dose Pfizer unknown \n", - " Unknown 22-May " + " Uptake over last 7d (percent) \\\n", + "category group \n", + "overall overall 1.3 \n", + "sex F 2 \n", + " M 1.1 \n", + "ethnicity_6_groups Black 0 \n", + " Mixed 1.4 \n", + " Other 1.5 \n", + " South Asian 1.6 \n", + " Unknown 1.7 \n", + " White 1.6 \n", + "ethnicity_16_groups African 0 \n", + " Bangladeshi or British Bangladeshi 5 \n", + " Caribbean 0 \n", + " Chinese 4.8 \n", + " Other 0 \n", + " Other Asian 4.4 \n", + " British or Mixed British 0 \n", + " Indian or British Indian 5 \n", + " Irish 0 \n", + " Other Black 0 \n", + " Other White 0 \n", + " Other mixed 0 \n", + " Pakistani or British Pakistani 0 \n", + " Unknown 1.7 \n", + " White + Asian 0 \n", + " White + Black African 0 \n", + " White + Black Caribbean 0 \n", + "imd_categories 1 Most deprived 0 \n", + " 2 1.4 \n", + " 3 1.4 \n", + " 4 1.3 \n", + " 5 Least deprived 1.3 \n", + " Unknown 6.3 \n", + "bmi 30+ 1.8 \n", + " under 30 1.1 \n", + "chronic_cardiac_disease no 1.3 \n", + " yes 25 \n", + "current_copd no 1.3 \n", + " yes 0 \n", + "dmards no 1.3 \n", + " yes 0 \n", + "dementia no 1.3 \n", + " yes 0 \n", + "psychosis_schiz_bipolar no 1.3 \n", + " yes 0 \n", + "ssri no 1.3 \n", + " yes 0 \n", + "chemo_or_radio no 1.3 \n", + " yes 0 \n", + "lung_cancer no 1.3 \n", + " yes 0 \n", + "cancer_excl_lung_and_haem no 1.3 \n", + " yes 0 \n", + "haematological_cancer no 1.3 \n", + " yes 0 \n", + "brand_of_first_dose Pfizer 0 \n", + " Unknown 2.7 \n", + "\n", + " Date projected to reach 90% \n", + "category group \n", + "overall overall unknown \n", + "sex F unknown \n", + " M unknown \n", + "ethnicity_6_groups Black unknown \n", + " Mixed unknown \n", + " Other unknown \n", + " South Asian unknown \n", + " Unknown unknown \n", + " White unknown \n", + "ethnicity_16_groups African unknown \n", + " Bangladeshi or British Bangladeshi 13-Aug \n", + " Caribbean unknown \n", + " Chinese 25-Aug \n", + " Other unknown \n", + " Other Asian 23-Aug \n", + " British or Mixed British unknown \n", + " Indian or British Indian 20-Aug \n", + " Irish unknown \n", + " Other Black unknown \n", + " Other White unknown \n", + " Other mixed unknown \n", + " Pakistani or British Pakistani unknown \n", + " Unknown unknown \n", + " White + Asian unknown \n", + " White + Black African unknown \n", + " White + Black Caribbean unknown \n", + "imd_categories 1 Most deprived unknown \n", + " 2 unknown \n", + " 3 unknown \n", + " 4 unknown \n", + " 5 Least deprived unknown \n", + " Unknown 25-Jul \n", + "bmi 30+ unknown \n", + " under 30 unknown \n", + "chronic_cardiac_disease no unknown \n", + " yes 08-Jun \n", + "current_copd no unknown \n", + " yes unknown \n", + "dmards no unknown \n", + " yes unknown \n", + "dementia no unknown \n", + " yes unknown \n", + "psychosis_schiz_bipolar no unknown \n", + " yes unknown \n", + "ssri no unknown \n", + " yes unknown \n", + "chemo_or_radio no unknown \n", + " yes unknown \n", + "lung_cancer no unknown \n", + " yes unknown \n", + "cancer_excl_lung_and_haem no unknown \n", + " yes unknown \n", + "haematological_cancer no unknown \n", + " yes unknown \n", + "brand_of_first_dose Pfizer unknown \n", + " Unknown 05-Aug " ] }, "metadata": {}, @@ -24427,7 +26741,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (first dose 14w ago) among **60-64** population up to 2021-02-16" + "## COVID vaccination rollout (first dose 14w ago) among **55-59** population up to 2021-05-28" ], "text/plain": [ "" @@ -24493,502 +26807,407 @@ " \n", " overall\n", " overall\n", - " 527\n", - " 19.7\n", - " 2674\n", - " 17.8\n", - " 1.9\n", + " 988\n", + " 33.1\n", + " 2982\n", + " 32.1\n", + " 1\n", " unknown\n", " \n", " \n", " sex\n", " F\n", - " 259\n", - " 19.0\n", - " 1365\n", - " 17.4\n", - " 1.6\n", + " 518\n", + " 33.3\n", + " 1554\n", + " 32\n", + " 1.3\n", " unknown\n", " \n", " \n", " M\n", - " 266\n", - " 20.3\n", - " 1309\n", - " 18.2\n", - " 2.1\n", + " 469\n", + " 32.8\n", + " 1428\n", + " 31.9\n", + " 0.9\n", " unknown\n", " \n", " \n", " ethnicity_6_groups\n", " Black\n", - " 91\n", - " 20.6\n", - " 441\n", - " 19\n", - " 1.6\n", + " 168\n", + " 34.3\n", + " 490\n", + " 34.3\n", + " 0\n", " unknown\n", " \n", " \n", " Mixed\n", - " 84\n", - " 19.4\n", - " 434\n", - " 17.7\n", - " 1.7\n", + " 168\n", + " 33.3\n", + " 504\n", + " 31.9\n", + " 1.4\n", " unknown\n", " \n", " \n", " Other\n", - " 70\n", - " 14.7\n", - " 476\n", - " 13.2\n", - " 1.5\n", + " 175\n", + " 32.5\n", + " 539\n", + " 31.2\n", + " 1.3\n", " unknown\n", " \n", " \n", " South Asian\n", - " 98\n", - " 21.9\n", - " 448\n", - " 18.8\n", - " 3.1\n", - " 19-Jul\n", + " 175\n", + " 33.8\n", + " 518\n", + " 32.4\n", + " 1.4\n", + " unknown\n", " \n", " \n", " Unknown\n", - " 91\n", - " 21.7\n", - " 420\n", - " 20\n", - " 1.7\n", + " 140\n", + " 31.7\n", + " 441\n", + " 30.2\n", + " 1.5\n", " unknown\n", " \n", " \n", " White\n", - " 98\n", - " 21.9\n", - " 448\n", - " 20.3\n", - " 1.6\n", + " 168\n", + " 34.3\n", + " 490\n", + " 32.9\n", + " 1.4\n", " unknown\n", " \n", " \n", " ethnicity_16_groups\n", " African\n", - " 21\n", - " 15.0\n", - " 140\n", - " 15\n", + " 56\n", + " 30.8\n", + " 182\n", + " 30.8\n", " 0\n", " unknown\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", - " 28\n", - " 18.2\n", - " 154\n", - " 13.6\n", - " 4.6\n", - " 05-Jun\n", + " 49\n", + " 30.4\n", + " 161\n", + " 30.4\n", + " 0\n", + " unknown\n", " \n", " \n", " Caribbean\n", - " 21\n", - " 15.8\n", + " 42\n", + " 31.6\n", " 133\n", - " 15.8\n", + " 31.6\n", " 0\n", " unknown\n", " \n", " \n", " Chinese\n", - " 28\n", - " 23.5\n", - " 119\n", - " 23.5\n", + " 49\n", + " 30.4\n", + " 161\n", + " 30.4\n", " 0\n", " unknown\n", " \n", " \n", " Other\n", - " 21\n", - " 18.8\n", - " 112\n", - " 18.8\n", - " 0\n", - " unknown\n", + " 63\n", + " 39.1\n", + " 161\n", + " 34.8\n", + " 4.3\n", + " 18-Aug\n", " \n", " \n", " Other Asian\n", - " 35\n", - " 20.8\n", + " 56\n", + " 33.3\n", " 168\n", - " 20.8\n", + " 33.3\n", " 0\n", " unknown\n", " \n", " \n", " British or Mixed British\n", - " 28\n", - " 20.0\n", - " 140\n", - " 20\n", + " 63\n", + " 37.5\n", + " 168\n", + " 37.5\n", " 0\n", " unknown\n", " \n", " \n", " Indian or British Indian\n", - " 28\n", - " 21.1\n", - " 133\n", - " 21.1\n", + " 63\n", + " 37.5\n", + " 168\n", + " 37.5\n", " 0\n", " unknown\n", " \n", " \n", " Irish\n", - " 21\n", - " 15.8\n", - " 133\n", - " 15.8\n", + " 49\n", + " 35.0\n", + " 140\n", + " 35\n", " 0\n", " unknown\n", " \n", " \n", " Other Black\n", - " 28\n", - " 19.0\n", - " 147\n", - " 14.3\n", - " 4.7\n", - " 01-Jun\n", + " 42\n", + " 31.6\n", + " 133\n", + " 31.6\n", + " 0\n", + " unknown\n", " \n", " \n", " Other White\n", - " 28\n", - " 19.0\n", - " 147\n", - " 14.3\n", - " 4.7\n", - " 01-Jun\n", + " 63\n", + " 37.5\n", + " 168\n", + " 33.3\n", + " 4.2\n", + " 23-Aug\n", " \n", " \n", " Other mixed\n", - " 35\n", - " 31.2\n", - " 112\n", - " 25\n", - " 6.2\n", - " 23-Apr\n", - " \n", - " \n", - " Pakistani or British Pakistani\n", - " 28\n", - " 20.0\n", - " 140\n", - " 15\n", - " 5\n", - " 25-May\n", - " \n", - " \n", - " Unknown\n", - " 84\n", - " 20.7\n", - " 406\n", - " 19\n", - " 1.7\n", - " unknown\n", - " \n", - " \n", - " White + Asian\n", - " 28\n", - " 19.0\n", + " 42\n", + " 28.6\n", " 147\n", - " 14.3\n", - " 4.7\n", - " 01-Jun\n", - " \n", - " \n", - " White + Black African\n", - " 35\n", - " 20.0\n", - " 175\n", - " 20\n", + " 28.6\n", " 0\n", " unknown\n", " \n", " \n", - " White + Black Caribbean\n", - " 28\n", - " 16.7\n", + " Pakistani or British Pakistani\n", + " 49\n", + " 29.2\n", " 168\n", - " 12.5\n", - " 4.2\n", - " 18-Jun\n", - " \n", - " \n", - " imd_categories\n", - " 1 Most deprived\n", - " 105\n", - " 20.0\n", - " 525\n", - " 17.3\n", - " 2.7\n", - " unknown\n", - " \n", - " \n", - " 2\n", - " 84\n", - " 16.4\n", - " 511\n", - " 15.1\n", - " 1.3\n", - " unknown\n", - " \n", - " \n", - " 3\n", - " 105\n", - " 20.0\n", - " 525\n", - " 17.3\n", - " 2.7\n", - " unknown\n", - " \n", - " \n", - " 4\n", - " 98\n", - " 20.6\n", - " 476\n", - " 19.1\n", - " 1.5\n", - " unknown\n", - " \n", - " \n", - " 5 Least deprived\n", - " 105\n", - " 20.5\n", - " 511\n", - " 19.2\n", - " 1.3\n", + " 29.2\n", + " 0\n", " unknown\n", " \n", " \n", " Unknown\n", - " 28\n", - " 25.0\n", - " 112\n", - " 18.8\n", - " 6.2\n", - " 30-Apr\n", - " \n", - " \n", - " bmi\n", - " 30+\n", - " 154\n", - " 19.3\n", - " 798\n", - " 17.5\n", - " 1.8\n", + " 133\n", + " 31.1\n", + " 427\n", + " 31.1\n", + " 0\n", " unknown\n", " \n", " \n", - " under 30\n", - " 378\n", - " 20.1\n", - " 1876\n", - " 17.9\n", - " 2.2\n", + " White + Asian\n", + " 49\n", + " 31.8\n", + " 154\n", + " 31.8\n", + " 0\n", " unknown\n", " \n", " \n", - " chronic_cardiac_disease\n", - " no\n", - " 525\n", - " 19.8\n", - " 2653\n", - " 17.9\n", - " 1.9\n", + " White + Black African\n", + " 49\n", + " 29.2\n", + " 168\n", + " 29.2\n", + " 0\n", " unknown\n", " \n", " \n", - " yes\n", - " 0\n", - " 0.0\n", - " 21\n", - " 0\n", + " White + Black Caribbean\n", + " 63\n", + " 37.5\n", + " 168\n", + " 37.5\n", " 0\n", " unknown\n", " \n", " \n", - " current_copd\n", - " no\n", - " 525\n", - " 19.8\n", - " 2646\n", - " 18\n", - " 1.8\n", + " imd_categories\n", + " 1 Most deprived\n", + " 182\n", + " 31.7\n", + " 574\n", + " 30.5\n", + " 1.2\n", " unknown\n", " \n", " \n", - " yes\n", - " 0\n", - " 0.0\n", - " 28\n", - " 0\n", - " 0\n", + " 2\n", + " 182\n", + " 31.7\n", + " 574\n", + " 30.5\n", + " 1.2\n", " unknown\n", " \n", " \n", - " dmards\n", - " no\n", - " 525\n", - " 19.9\n", - " 2639\n", - " 17.8\n", - " 2.1\n", + " 3\n", + " 196\n", + " 35.9\n", + " 546\n", + " 34.6\n", + " 1.3\n", " unknown\n", " \n", " \n", - " yes\n", - " 0\n", - " 0.0\n", - " 35\n", - " 0\n", + " 4\n", + " 182\n", + " 31.7\n", + " 574\n", + " 31.7\n", " 0\n", " unknown\n", " \n", " \n", - " dementia\n", - " no\n", - " 525\n", - " 19.8\n", - " 2653\n", - " 17.9\n", - " 1.9\n", + " 5 Least deprived\n", + " 189\n", + " 33.3\n", + " 567\n", + " 32.1\n", + " 1.2\n", " unknown\n", " \n", " \n", - " yes\n", - " 0\n", - " 0.0\n", - " 21\n", - " 0\n", + " Unknown\n", + " 49\n", + " 33.3\n", + " 147\n", + " 33.3\n", " 0\n", " unknown\n", " \n", " \n", - " psychosis_schiz_bipolar\n", - " no\n", - " 525\n", - " 19.8\n", - " 2646\n", - " 17.7\n", - " 2.1\n", + " bmi\n", + " 30+\n", + " 301\n", + " 34.1\n", + " 882\n", + " 33.3\n", + " 0.8\n", " unknown\n", " \n", " \n", - " yes\n", - " 0\n", - " 0.0\n", - " 28\n", - " 0\n", - " 0\n", + " under 30\n", + " 693\n", + " 33.0\n", + " 2100\n", + " 31.7\n", + " 1.3\n", " unknown\n", " \n", " \n", - " ssri\n", + " chronic_cardiac_disease\n", " no\n", - " 518\n", - " 19.6\n", - " 2639\n", - " 17.8\n", - " 1.8\n", + " 980\n", + " 33.2\n", + " 2954\n", + " 32\n", + " 1.2\n", " unknown\n", " \n", " \n", " yes\n", - " 7\n", - " 25.0\n", + " 14\n", + " 50.0\n", " 28\n", " 25\n", - " 0\n", - " unknown\n", + " 25\n", + " 08-Jun\n", " \n", " \n", - " chemo_or_radio\n", + " current_copd\n", " no\n", - " 518\n", - " 19.6\n", - " 2639\n", - " 17.8\n", - " 1.8\n", + " 980\n", + " 33.1\n", + " 2961\n", + " 32.2\n", + " 0.9\n", " unknown\n", " \n", " \n", " yes\n", " 7\n", - " 20.0\n", - " 35\n", + " 33.3\n", + " 21\n", + " 33.3\n", " 0\n", - " 20\n", - " 12-Mar\n", + " unknown\n", " \n", " \n", - " lung_cancer\n", + " dmards\n", " no\n", - " 525\n", - " 19.7\n", - " 2660\n", - " 17.9\n", - " 1.8\n", + " 980\n", + " 33.1\n", + " 2961\n", + " 32.2\n", + " 0.9\n", " unknown\n", " \n", " \n", " yes\n", " 0\n", " 0.0\n", - " 14\n", + " 21\n", " 0\n", " 0\n", " unknown\n", " \n", " \n", - " cancer_excl_lung_and_haem\n", + " psychosis_schiz_bipolar\n", " no\n", - " 525\n", - " 19.8\n", - " 2646\n", - " 18\n", - " 1.8\n", + " 973\n", + " 33.1\n", + " 2940\n", + " 32.1\n", + " 1\n", " unknown\n", " \n", " \n", " yes\n", - " 0\n", - " 0.0\n", - " 21\n", - " 0\n", + " 14\n", + " 33.3\n", + " 42\n", + " 33.3\n", " 0\n", " unknown\n", " \n", " \n", - " haematological_cancer\n", + " ssri\n", " no\n", - " 525\n", - " 19.9\n", - " 2639\n", - " 18\n", - " 1.9\n", + " 973\n", + " 32.9\n", + " 2954\n", + " 32\n", + " 0.9\n", " unknown\n", " \n", " \n", " yes\n", - " 0\n", - " 0.0\n", - " 35\n", - " 0\n", + " 14\n", + " 50.0\n", + " 28\n", + " 50\n", " 0\n", " unknown\n", " \n", @@ -25004,312 +27223,262 @@ " \n", " \n", " Unknown\n", - " 525\n", - " 40.3\n", - " 1302\n", - " 36.6\n", - " 3.7\n", - " 21-May\n", + " 987\n", + " 64.4\n", + " 1533\n", + " 62.6\n", + " 1.8\n", + " 04-Sep\n", " \n", " \n", "\n", "" ], "text/plain": [ - " vaccinated \\\n", - "category group \n", - "overall overall 527 \n", - "sex F 259 \n", - " M 266 \n", - "ethnicity_6_groups Black 91 \n", - " Mixed 84 \n", - " Other 70 \n", - " South Asian 98 \n", - " Unknown 91 \n", - " White 98 \n", - "ethnicity_16_groups African 21 \n", - " Bangladeshi or British Bangladeshi 28 \n", - " Caribbean 21 \n", - " Chinese 28 \n", - " Other 21 \n", - " Other Asian 35 \n", - " British or Mixed British 28 \n", - " Indian or British Indian 28 \n", - " Irish 21 \n", - " Other Black 28 \n", - " Other White 28 \n", - " Other mixed 35 \n", - " Pakistani or British Pakistani 28 \n", - " Unknown 84 \n", - " White + Asian 28 \n", - " White + Black African 35 \n", - " White + Black Caribbean 28 \n", - "imd_categories 1 Most deprived 105 \n", - " 2 84 \n", - " 3 105 \n", - " 4 98 \n", - " 5 Least deprived 105 \n", - " Unknown 28 \n", - "bmi 30+ 154 \n", - " under 30 378 \n", - "chronic_cardiac_disease no 525 \n", - " yes 0 \n", - "current_copd no 525 \n", - " yes 0 \n", - "dmards no 525 \n", - " yes 0 \n", - "dementia no 525 \n", - " yes 0 \n", - "psychosis_schiz_bipolar no 525 \n", - " yes 0 \n", - "ssri no 518 \n", - " yes 7 \n", - "chemo_or_radio no 518 \n", - " yes 7 \n", - "lung_cancer no 525 \n", - " yes 0 \n", - "cancer_excl_lung_and_haem no 525 \n", - " yes 0 \n", - "haematological_cancer no 525 \n", - " yes 0 \n", - "brand_of_first_dose Pfizer 0 \n", - " Unknown 525 \n", - "\n", - " percent total \\\n", - "category group \n", - "overall overall 19.7 2674 \n", - "sex F 19.0 1365 \n", - " M 20.3 1309 \n", - "ethnicity_6_groups Black 20.6 441 \n", - " Mixed 19.4 434 \n", - " Other 14.7 476 \n", - " South Asian 21.9 448 \n", - " Unknown 21.7 420 \n", - " White 21.9 448 \n", - "ethnicity_16_groups African 15.0 140 \n", - " Bangladeshi or British Bangladeshi 18.2 154 \n", - " Caribbean 15.8 133 \n", - " Chinese 23.5 119 \n", - " Other 18.8 112 \n", - " Other Asian 20.8 168 \n", - " British or Mixed British 20.0 140 \n", - " Indian or British Indian 21.1 133 \n", - " Irish 15.8 133 \n", - " Other Black 19.0 147 \n", - " Other White 19.0 147 \n", - " Other mixed 31.2 112 \n", - " Pakistani or British Pakistani 20.0 140 \n", - " Unknown 20.7 406 \n", - " White + Asian 19.0 147 \n", - " White + Black African 20.0 175 \n", - " White + Black Caribbean 16.7 168 \n", - "imd_categories 1 Most deprived 20.0 525 \n", - " 2 16.4 511 \n", - " 3 20.0 525 \n", - " 4 20.6 476 \n", - " 5 Least deprived 20.5 511 \n", - " Unknown 25.0 112 \n", - "bmi 30+ 19.3 798 \n", - " under 30 20.1 1876 \n", - "chronic_cardiac_disease no 19.8 2653 \n", - " yes 0.0 21 \n", - "current_copd no 19.8 2646 \n", - " yes 0.0 28 \n", - "dmards no 19.9 2639 \n", - " yes 0.0 35 \n", - "dementia no 19.8 2653 \n", - " yes 0.0 21 \n", - "psychosis_schiz_bipolar no 19.8 2646 \n", - " yes 0.0 28 \n", - "ssri no 19.6 2639 \n", - " yes 25.0 28 \n", - "chemo_or_radio no 19.6 2639 \n", - " yes 20.0 35 \n", - "lung_cancer no 19.7 2660 \n", - " yes 0.0 14 \n", - "cancer_excl_lung_and_haem no 19.8 2646 \n", - " yes 0.0 21 \n", - "haematological_cancer no 19.9 2639 \n", - " yes 0.0 35 \n", - "brand_of_first_dose Pfizer 0.0 0 \n", - " Unknown 40.3 1302 \n", + " vaccinated \\\n", + "category group \n", + "overall overall 988 \n", + "sex F 518 \n", + " M 469 \n", + "ethnicity_6_groups Black 168 \n", + " Mixed 168 \n", + " Other 175 \n", + " South Asian 175 \n", + " Unknown 140 \n", + " White 168 \n", + "ethnicity_16_groups African 56 \n", + " Bangladeshi or British Bangladeshi 49 \n", + " Caribbean 42 \n", + " Chinese 49 \n", + " Other 63 \n", + " Other Asian 56 \n", + " British or Mixed British 63 \n", + " Indian or British Indian 63 \n", + " Irish 49 \n", + " Other Black 42 \n", + " Other White 63 \n", + " Other mixed 42 \n", + " Pakistani or British Pakistani 49 \n", + " Unknown 133 \n", + " White + Asian 49 \n", + " White + Black African 49 \n", + " White + Black Caribbean 63 \n", + "imd_categories 1 Most deprived 182 \n", + " 2 182 \n", + " 3 196 \n", + " 4 182 \n", + " 5 Least deprived 189 \n", + " Unknown 49 \n", + "bmi 30+ 301 \n", + " under 30 693 \n", + "chronic_cardiac_disease no 980 \n", + " yes 14 \n", + "current_copd no 980 \n", + " yes 7 \n", + "dmards no 980 \n", + " yes 0 \n", + "psychosis_schiz_bipolar no 973 \n", + " yes 14 \n", + "ssri no 973 \n", + " yes 14 \n", + "brand_of_first_dose Pfizer 0 \n", + " Unknown 987 \n", "\n", - " vaccinated 7d previous (percent) \\\n", - "category group \n", - "overall overall 17.8 \n", - "sex F 17.4 \n", - " M 18.2 \n", - "ethnicity_6_groups Black 19 \n", - " Mixed 17.7 \n", - " Other 13.2 \n", - " South Asian 18.8 \n", - " Unknown 20 \n", - " White 20.3 \n", - "ethnicity_16_groups African 15 \n", - " Bangladeshi or British Bangladeshi 13.6 \n", - " Caribbean 15.8 \n", - " Chinese 23.5 \n", - " Other 18.8 \n", - " Other Asian 20.8 \n", - " British or Mixed British 20 \n", - " Indian or British Indian 21.1 \n", - " Irish 15.8 \n", - " Other Black 14.3 \n", - " Other White 14.3 \n", - " Other mixed 25 \n", - " Pakistani or British Pakistani 15 \n", - " Unknown 19 \n", - " White + Asian 14.3 \n", - " White + Black African 20 \n", - " White + Black Caribbean 12.5 \n", - "imd_categories 1 Most deprived 17.3 \n", - " 2 15.1 \n", - " 3 17.3 \n", - " 4 19.1 \n", - " 5 Least deprived 19.2 \n", - " Unknown 18.8 \n", - "bmi 30+ 17.5 \n", - " under 30 17.9 \n", - "chronic_cardiac_disease no 17.9 \n", - " yes 0 \n", - "current_copd no 18 \n", - " yes 0 \n", - "dmards no 17.8 \n", - " yes 0 \n", - "dementia no 17.9 \n", - " yes 0 \n", - "psychosis_schiz_bipolar no 17.7 \n", - " yes 0 \n", - "ssri no 17.8 \n", - " yes 25 \n", - "chemo_or_radio no 17.8 \n", - " yes 0 \n", - "lung_cancer no 17.9 \n", - " yes 0 \n", - "cancer_excl_lung_and_haem no 18 \n", - " yes 0 \n", - "haematological_cancer no 18 \n", - " yes 0 \n", - "brand_of_first_dose Pfizer NaN \n", - " Unknown 36.6 \n", + " percent total \\\n", + "category group \n", + "overall overall 33.1 2982 \n", + "sex F 33.3 1554 \n", + " M 32.8 1428 \n", + "ethnicity_6_groups Black 34.3 490 \n", + " Mixed 33.3 504 \n", + " Other 32.5 539 \n", + " South Asian 33.8 518 \n", + " Unknown 31.7 441 \n", + " White 34.3 490 \n", + "ethnicity_16_groups African 30.8 182 \n", + " Bangladeshi or British Bangladeshi 30.4 161 \n", + " Caribbean 31.6 133 \n", + " Chinese 30.4 161 \n", + " Other 39.1 161 \n", + " Other Asian 33.3 168 \n", + " British or Mixed British 37.5 168 \n", + " Indian or British Indian 37.5 168 \n", + " Irish 35.0 140 \n", + " Other Black 31.6 133 \n", + " Other White 37.5 168 \n", + " Other mixed 28.6 147 \n", + " Pakistani or British Pakistani 29.2 168 \n", + " Unknown 31.1 427 \n", + " White + Asian 31.8 154 \n", + " White + Black African 29.2 168 \n", + " White + Black Caribbean 37.5 168 \n", + "imd_categories 1 Most deprived 31.7 574 \n", + " 2 31.7 574 \n", + " 3 35.9 546 \n", + " 4 31.7 574 \n", + " 5 Least deprived 33.3 567 \n", + " Unknown 33.3 147 \n", + "bmi 30+ 34.1 882 \n", + " under 30 33.0 2100 \n", + "chronic_cardiac_disease no 33.2 2954 \n", + " yes 50.0 28 \n", + "current_copd no 33.1 2961 \n", + " yes 33.3 21 \n", + "dmards no 33.1 2961 \n", + " yes 0.0 21 \n", + "psychosis_schiz_bipolar no 33.1 2940 \n", + " yes 33.3 42 \n", + "ssri no 32.9 2954 \n", + " yes 50.0 28 \n", + "brand_of_first_dose Pfizer 0.0 0 \n", + " Unknown 64.4 1533 \n", "\n", - " Uptake over last 7d (percent) \\\n", - "category group \n", - "overall overall 1.9 \n", - "sex F 1.6 \n", - " M 2.1 \n", - "ethnicity_6_groups Black 1.6 \n", - " Mixed 1.7 \n", - " Other 1.5 \n", - " South Asian 3.1 \n", - " Unknown 1.7 \n", - " White 1.6 \n", - "ethnicity_16_groups African 0 \n", - " Bangladeshi or British Bangladeshi 4.6 \n", - " Caribbean 0 \n", - " Chinese 0 \n", - " Other 0 \n", - " Other Asian 0 \n", - " British or Mixed British 0 \n", - " Indian or British Indian 0 \n", - " Irish 0 \n", - " Other Black 4.7 \n", - " Other White 4.7 \n", - " Other mixed 6.2 \n", - " Pakistani or British Pakistani 5 \n", - " Unknown 1.7 \n", - " White + Asian 4.7 \n", - " White + Black African 0 \n", - " White + Black Caribbean 4.2 \n", - "imd_categories 1 Most deprived 2.7 \n", - " 2 1.3 \n", - " 3 2.7 \n", - " 4 1.5 \n", - " 5 Least deprived 1.3 \n", - " Unknown 6.2 \n", - "bmi 30+ 1.8 \n", - " under 30 2.2 \n", - "chronic_cardiac_disease no 1.9 \n", - " yes 0 \n", - "current_copd no 1.8 \n", - " yes 0 \n", - "dmards no 2.1 \n", - " yes 0 \n", - "dementia no 1.9 \n", - " yes 0 \n", - "psychosis_schiz_bipolar no 2.1 \n", - " yes 0 \n", - "ssri no 1.8 \n", - " yes 0 \n", - "chemo_or_radio no 1.8 \n", - " yes 20 \n", - "lung_cancer no 1.8 \n", - " yes 0 \n", - "cancer_excl_lung_and_haem no 1.8 \n", - " yes 0 \n", - "haematological_cancer no 1.9 \n", - " yes 0 \n", - "brand_of_first_dose Pfizer 0 \n", - " Unknown 3.7 \n", + " vaccinated 7d previous (percent) \\\n", + "category group \n", + "overall overall 32.1 \n", + "sex F 32 \n", + " M 31.9 \n", + "ethnicity_6_groups Black 34.3 \n", + " Mixed 31.9 \n", + " Other 31.2 \n", + " South Asian 32.4 \n", + " Unknown 30.2 \n", + " White 32.9 \n", + "ethnicity_16_groups African 30.8 \n", + " Bangladeshi or British Bangladeshi 30.4 \n", + " Caribbean 31.6 \n", + " Chinese 30.4 \n", + " Other 34.8 \n", + " Other Asian 33.3 \n", + " British or Mixed British 37.5 \n", + " Indian or British Indian 37.5 \n", + " Irish 35 \n", + " Other Black 31.6 \n", + " Other White 33.3 \n", + " Other mixed 28.6 \n", + " Pakistani or British Pakistani 29.2 \n", + " Unknown 31.1 \n", + " White + Asian 31.8 \n", + " White + Black African 29.2 \n", + " White + Black Caribbean 37.5 \n", + "imd_categories 1 Most deprived 30.5 \n", + " 2 30.5 \n", + " 3 34.6 \n", + " 4 31.7 \n", + " 5 Least deprived 32.1 \n", + " Unknown 33.3 \n", + "bmi 30+ 33.3 \n", + " under 30 31.7 \n", + "chronic_cardiac_disease no 32 \n", + " yes 25 \n", + "current_copd no 32.2 \n", + " yes 33.3 \n", + "dmards no 32.2 \n", + " yes 0 \n", + "psychosis_schiz_bipolar no 32.1 \n", + " yes 33.3 \n", + "ssri no 32 \n", + " yes 50 \n", + "brand_of_first_dose Pfizer NaN \n", + " Unknown 62.6 \n", "\n", - " Date projected to reach 90% \n", - "category group \n", - "overall overall unknown \n", - "sex F unknown \n", - " M unknown \n", - "ethnicity_6_groups Black unknown \n", - " Mixed unknown \n", - " Other unknown \n", - " South Asian 19-Jul \n", - " Unknown unknown \n", - " White unknown \n", - "ethnicity_16_groups African unknown \n", - " Bangladeshi or British Bangladeshi 05-Jun \n", - " Caribbean unknown \n", - " Chinese unknown \n", - " Other unknown \n", - " Other Asian unknown \n", - " British or Mixed British unknown \n", - " Indian or British Indian unknown \n", - " Irish unknown \n", - " Other Black 01-Jun \n", - " Other White 01-Jun \n", - " Other mixed 23-Apr \n", - " Pakistani or British Pakistani 25-May \n", - " Unknown unknown \n", - " White + Asian 01-Jun \n", - " White + Black African unknown \n", - " White + Black Caribbean 18-Jun \n", - "imd_categories 1 Most deprived unknown \n", - " 2 unknown \n", - " 3 unknown \n", - " 4 unknown \n", - " 5 Least deprived unknown \n", - " Unknown 30-Apr \n", - "bmi 30+ unknown \n", - " under 30 unknown \n", - "chronic_cardiac_disease no unknown \n", - " yes unknown \n", - "current_copd no unknown \n", - " yes unknown \n", - "dmards no unknown \n", - " yes unknown \n", - "dementia no unknown \n", - " yes unknown \n", - "psychosis_schiz_bipolar no unknown \n", - " yes unknown \n", - "ssri no unknown \n", - " yes unknown \n", - "chemo_or_radio no unknown \n", - " yes 12-Mar \n", - "lung_cancer no unknown \n", - " yes unknown \n", - "cancer_excl_lung_and_haem no unknown \n", - " yes unknown \n", - "haematological_cancer no unknown \n", - " yes unknown \n", - "brand_of_first_dose Pfizer unknown \n", - " Unknown 21-May " + " Uptake over last 7d (percent) \\\n", + "category group \n", + "overall overall 1 \n", + "sex F 1.3 \n", + " M 0.9 \n", + "ethnicity_6_groups Black 0 \n", + " Mixed 1.4 \n", + " Other 1.3 \n", + " South Asian 1.4 \n", + " Unknown 1.5 \n", + " White 1.4 \n", + "ethnicity_16_groups African 0 \n", + " Bangladeshi or British Bangladeshi 0 \n", + " Caribbean 0 \n", + " Chinese 0 \n", + " Other 4.3 \n", + " Other Asian 0 \n", + " British or Mixed British 0 \n", + " Indian or British Indian 0 \n", + " Irish 0 \n", + " Other Black 0 \n", + " Other White 4.2 \n", + " Other mixed 0 \n", + " Pakistani or British Pakistani 0 \n", + " Unknown 0 \n", + " White + Asian 0 \n", + " White + Black African 0 \n", + " White + Black Caribbean 0 \n", + "imd_categories 1 Most deprived 1.2 \n", + " 2 1.2 \n", + " 3 1.3 \n", + " 4 0 \n", + " 5 Least deprived 1.2 \n", + " Unknown 0 \n", + "bmi 30+ 0.8 \n", + " under 30 1.3 \n", + "chronic_cardiac_disease no 1.2 \n", + " yes 25 \n", + "current_copd no 0.9 \n", + " yes 0 \n", + "dmards no 0.9 \n", + " yes 0 \n", + "psychosis_schiz_bipolar no 1 \n", + " yes 0 \n", + "ssri no 0.9 \n", + " yes 0 \n", + "brand_of_first_dose Pfizer 0 \n", + " Unknown 1.8 \n", + "\n", + " Date projected to reach 90% \n", + "category group \n", + "overall overall unknown \n", + "sex F unknown \n", + " M unknown \n", + "ethnicity_6_groups Black unknown \n", + " Mixed unknown \n", + " Other unknown \n", + " South Asian unknown \n", + " Unknown unknown \n", + " White unknown \n", + "ethnicity_16_groups African unknown \n", + " Bangladeshi or British Bangladeshi unknown \n", + " Caribbean unknown \n", + " Chinese unknown \n", + " Other 18-Aug \n", + " Other Asian unknown \n", + " British or Mixed British unknown \n", + " Indian or British Indian unknown \n", + " Irish unknown \n", + " Other Black unknown \n", + " Other White 23-Aug \n", + " Other mixed unknown \n", + " Pakistani or British Pakistani unknown \n", + " Unknown unknown \n", + " White + Asian unknown \n", + " White + Black African unknown \n", + " White + Black Caribbean unknown \n", + "imd_categories 1 Most deprived unknown \n", + " 2 unknown \n", + " 3 unknown \n", + " 4 unknown \n", + " 5 Least deprived unknown \n", + " Unknown unknown \n", + "bmi 30+ unknown \n", + " under 30 unknown \n", + "chronic_cardiac_disease no unknown \n", + " yes 08-Jun \n", + "current_copd no unknown \n", + " yes unknown \n", + "dmards no unknown \n", + " yes unknown \n", + "psychosis_schiz_bipolar no unknown \n", + " yes unknown \n", + "ssri no unknown \n", + " yes unknown \n", + "brand_of_first_dose Pfizer unknown \n", + " Unknown 04-Sep " ] }, "metadata": {}, @@ -25330,7 +27499,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (first dose 14w ago) among **55-59** population up to 2021-02-16" + "## COVID vaccination rollout (first dose 14w ago) among **50-54** population up to 2021-05-28" ], "text/plain": [ "" @@ -25396,361 +27565,361 @@ " \n", " overall\n", " overall\n", - " 629\n", - " 20.8\n", - " 3024\n", - " 18.8\n", - " 2\n", + " 1124\n", + " 32.7\n", + " 3437\n", + " 31.6\n", + " 1.1\n", " unknown\n", " \n", " \n", " sex\n", " F\n", - " 336\n", - " 21.6\n", - " 1554\n", - " 20.3\n", - " 1.3\n", + " 581\n", + " 32.9\n", + " 1764\n", + " 31.7\n", + " 1.2\n", " unknown\n", " \n", " \n", " M\n", - " 294\n", - " 20.0\n", - " 1470\n", - " 17.6\n", - " 2.4\n", + " 539\n", + " 32.2\n", + " 1673\n", + " 31.4\n", + " 0.8\n", " unknown\n", " \n", " \n", " ethnicity_6_groups\n", " Black\n", - " 112\n", - " 23.5\n", - " 476\n", - " 20.6\n", - " 2.9\n", - " 26-Jul\n", + " 175\n", + " 31.6\n", + " 553\n", + " 30.4\n", + " 1.2\n", + " unknown\n", " \n", " \n", " Mixed\n", - " 126\n", - " 22.5\n", - " 560\n", - " 20\n", - " 2.5\n", + " 189\n", + " 33.3\n", + " 567\n", + " 32.1\n", + " 1.2\n", " unknown\n", " \n", " \n", " Other\n", - " 112\n", - " 20.8\n", - " 539\n", - " 18.2\n", - " 2.6\n", + " 175\n", + " 30.1\n", + " 581\n", + " 30.1\n", + " 0\n", " unknown\n", " \n", " \n", " South Asian\n", - " 98\n", - " 19.4\n", - " 504\n", - " 18.1\n", - " 1.3\n", + " 189\n", + " 32.1\n", + " 588\n", + " 31\n", + " 1.1\n", " unknown\n", " \n", " \n", " Unknown\n", - " 91\n", - " 20.0\n", - " 455\n", - " 18.5\n", - " 1.5\n", - " unknown\n", + " 189\n", + " 36.0\n", + " 525\n", + " 33.3\n", + " 2.7\n", + " 15-Oct\n", " \n", " \n", " White\n", - " 98\n", - " 20.3\n", - " 483\n", - " 18.8\n", - " 1.5\n", + " 203\n", + " 33.0\n", + " 616\n", + " 31.8\n", + " 1.2\n", " unknown\n", " \n", " \n", " ethnicity_16_groups\n", " African\n", - " 35\n", - " 21.7\n", - " 161\n", - " 21.7\n", + " 42\n", + " 24.0\n", + " 175\n", + " 24\n", " 0\n", " unknown\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", - " 28\n", - " 22.2\n", - " 126\n", - " 16.7\n", - " 5.5\n", - " 13-May\n", + " 77\n", + " 36.7\n", + " 210\n", + " 36.7\n", + " 0\n", + " unknown\n", " \n", " \n", " Caribbean\n", - " 35\n", - " 23.8\n", - " 147\n", - " 23.8\n", + " 63\n", + " 32.1\n", + " 196\n", + " 32.1\n", " 0\n", " unknown\n", " \n", " \n", " Chinese\n", - " 35\n", - " 20.8\n", - " 168\n", - " 20.8\n", - " 0\n", - " unknown\n", + " 70\n", + " 38.5\n", + " 182\n", + " 34.6\n", + " 3.9\n", + " 28-Aug\n", " \n", " \n", " Other\n", - " 35\n", - " 20.8\n", - " 168\n", - " 16.7\n", - " 4.1\n", - " 14-Jun\n", + " 63\n", + " 34.6\n", + " 182\n", + " 30.8\n", + " 3.8\n", + " 07-Sep\n", " \n", " \n", " Other Asian\n", - " 42\n", - " 26.1\n", - " 161\n", - " 21.7\n", - " 4.4\n", - " 28-May\n", + " 56\n", + " 28.6\n", + " 196\n", + " 28.6\n", + " 0\n", + " unknown\n", " \n", " \n", " British or Mixed British\n", - " 42\n", - " 26.1\n", - " 161\n", - " 21.7\n", - " 4.4\n", - " 28-May\n", + " 56\n", + " 30.8\n", + " 182\n", + " 30.8\n", + " 0\n", + " unknown\n", " \n", " \n", " Indian or British Indian\n", - " 35\n", - " 20.0\n", - " 175\n", - " 16\n", - " 4\n", - " 18-Jun\n", + " 63\n", + " 37.5\n", + " 168\n", + " 37.5\n", + " 0\n", + " unknown\n", " \n", " \n", " Irish\n", - " 28\n", - " 16.7\n", - " 168\n", - " 12.5\n", - " 4.2\n", - " 18-Jun\n", + " 35\n", + " 25.0\n", + " 140\n", + " 25\n", + " 0\n", + " unknown\n", " \n", " \n", " Other Black\n", - " 42\n", - " 23.1\n", - " 182\n", - " 19.2\n", - " 3.9\n", - " 16-Jun\n", + " 63\n", + " 30.0\n", + " 210\n", + " 30\n", + " 0\n", + " unknown\n", " \n", " \n", " Other White\n", - " 35\n", - " 21.7\n", - " 161\n", - " 17.4\n", - " 4.3\n", - " 07-Jun\n", + " 63\n", + " 34.6\n", + " 182\n", + " 34.6\n", + " 0\n", + " unknown\n", " \n", " \n", " Other mixed\n", - " 35\n", - " 21.7\n", - " 161\n", - " 17.4\n", - " 4.3\n", - " 07-Jun\n", + " 56\n", + " 33.3\n", + " 168\n", + " 33.3\n", + " 0\n", + " unknown\n", " \n", " \n", " Pakistani or British Pakistani\n", - " 49\n", - " 25.9\n", - " 189\n", - " 22.2\n", - " 3.7\n", - " 17-Jun\n", + " 77\n", + " 37.9\n", + " 203\n", + " 34.5\n", + " 3.4\n", + " 12-Sep\n", " \n", " \n", " Unknown\n", - " 70\n", - " 16.1\n", - " 434\n", - " 14.5\n", - " 1.6\n", + " 147\n", + " 31.3\n", + " 469\n", + " 29.9\n", + " 1.4\n", " unknown\n", " \n", " \n", " White + Asian\n", - " 35\n", - " 23.8\n", - " 147\n", - " 19\n", - " 4.8\n", - " 23-May\n", + " 77\n", + " 37.9\n", + " 203\n", + " 37.9\n", + " 0\n", + " unknown\n", " \n", " \n", " White + Black African\n", - " 35\n", - " 21.7\n", - " 161\n", - " 21.7\n", + " 63\n", + " 34.6\n", + " 182\n", + " 34.6\n", " 0\n", " unknown\n", " \n", " \n", " White + Black Caribbean\n", - " 35\n", - " 21.7\n", - " 161\n", - " 21.7\n", - " 0\n", - " unknown\n", + " 70\n", + " 37.0\n", + " 189\n", + " 33.3\n", + " 3.7\n", + " 05-Sep\n", " \n", " \n", " imd_categories\n", " 1 Most deprived\n", - " 112\n", - " 20.3\n", - " 553\n", - " 19\n", - " 1.3\n", + " 196\n", + " 31.5\n", + " 623\n", + " 30.3\n", + " 1.2\n", " unknown\n", " \n", " \n", " 2\n", - " 147\n", - " 25.0\n", - " 588\n", - " 21.4\n", - " 3.6\n", - " 22-Jun\n", + " 210\n", + " 31.9\n", + " 658\n", + " 30.9\n", + " 1\n", + " unknown\n", " \n", " \n", " 3\n", - " 119\n", - " 21.0\n", - " 567\n", - " 21\n", - " 0\n", + " 203\n", + " 30.5\n", + " 665\n", + " 29.5\n", + " 1\n", " unknown\n", " \n", " \n", " 4\n", - " 126\n", - " 20.2\n", - " 623\n", - " 18\n", - " 2.2\n", + " 224\n", + " 33.3\n", + " 672\n", + " 32.3\n", + " 1\n", " unknown\n", " \n", " \n", " 5 Least deprived\n", - " 105\n", - " 19.2\n", - " 546\n", - " 16.7\n", - " 2.5\n", + " 231\n", + " 35.5\n", + " 651\n", + " 34.4\n", + " 1.1\n", " unknown\n", " \n", " \n", " Unknown\n", - " 21\n", - " 15.0\n", - " 140\n", - " 15\n", + " 56\n", + " 32.0\n", + " 175\n", + " 32\n", " 0\n", " unknown\n", " \n", " \n", " bmi\n", " 30+\n", - " 203\n", - " 21.2\n", - " 959\n", - " 19\n", - " 2.2\n", + " 336\n", + " 33.8\n", + " 994\n", + " 32.4\n", + " 1.4\n", " unknown\n", " \n", " \n", " under 30\n", - " 427\n", - " 20.7\n", - " 2065\n", - " 18.6\n", - " 2.1\n", + " 791\n", + " 32.4\n", + " 2443\n", + " 31.2\n", + " 1.2\n", " unknown\n", " \n", " \n", " chronic_cardiac_disease\n", " no\n", - " 616\n", - " 20.7\n", - " 2982\n", - " 18.8\n", - " 1.9\n", + " 1113\n", + " 32.8\n", + " 3395\n", + " 31.8\n", + " 1\n", " unknown\n", " \n", " \n", " yes\n", - " 14\n", - " 33.3\n", + " 7\n", + " 16.7\n", " 42\n", " 16.7\n", - " 16.6\n", - " 11-Mar\n", + " 0\n", + " unknown\n", " \n", " \n", " current_copd\n", " no\n", - " 623\n", - " 20.8\n", - " 2996\n", - " 18.9\n", - " 1.9\n", + " 1113\n", + " 32.8\n", + " 3395\n", + " 31.8\n", + " 1\n", " unknown\n", " \n", " \n", " yes\n", - " 0\n", - " 0.0\n", - " 21\n", - " 0\n", - " 0\n", - " unknown\n", + " 14\n", + " 33.3\n", + " 42\n", + " 16.7\n", + " 16.6\n", + " 20-Jun\n", " \n", " \n", " dmards\n", " no\n", - " 623\n", - " 20.8\n", - " 2989\n", - " 19\n", - " 1.8\n", + " 1120\n", + " 32.9\n", + " 3402\n", + " 31.9\n", + " 1\n", " unknown\n", " \n", " \n", @@ -25765,43 +27934,52 @@ " \n", " psychosis_schiz_bipolar\n", " no\n", - " 623\n", - " 20.8\n", - " 2996\n", - " 18.9\n", - " 1.9\n", + " 1113\n", + " 32.8\n", + " 3395\n", + " 31.8\n", + " 1\n", " unknown\n", " \n", " \n", " yes\n", - " 0\n", - " 0.0\n", - " 28\n", - " 0\n", + " 7\n", + " 20.0\n", + " 35\n", + " 20\n", " 0\n", " unknown\n", " \n", " \n", " ssri\n", " no\n", - " 623\n", - " 20.8\n", - " 2989\n", - " 18.7\n", - " 2.1\n", + " 1113\n", + " 32.8\n", + " 3395\n", + " 31.5\n", + " 1.3\n", " unknown\n", " \n", " \n", " yes\n", - " 7\n", - " 20.0\n", - " 35\n", - " 20\n", + " 14\n", + " 33.3\n", + " 42\n", + " 33.3\n", + " 0\n", + " unknown\n", + " \n", + " \n", + " brand_of_first_dose\n", + " Oxford-AZ\n", + " 0\n", + " 0.0\n", + " 0\n", + " NaN\n", " 0\n", " unknown\n", " \n", " \n", - " brand_of_first_dose\n", " Pfizer\n", " 0\n", " 0.0\n", @@ -25812,12 +27990,12 @@ " \n", " \n", " Unknown\n", - " 623\n", - " 42.2\n", - " 1477\n", - " 38.4\n", - " 3.8\n", - " 15-May\n", + " 1120\n", + " 64.5\n", + " 1736\n", + " 62.5\n", + " 2\n", + " 25-Aug\n", " \n", " \n", "\n", @@ -25826,230 +28004,234 @@ "text/plain": [ " vaccinated \\\n", "category group \n", - "overall overall 629 \n", - "sex F 336 \n", - " M 294 \n", - "ethnicity_6_groups Black 112 \n", - " Mixed 126 \n", - " Other 112 \n", - " South Asian 98 \n", - " Unknown 91 \n", - " White 98 \n", - "ethnicity_16_groups African 35 \n", - " Bangladeshi or British Bangladeshi 28 \n", - " Caribbean 35 \n", - " Chinese 35 \n", - " Other 35 \n", - " Other Asian 42 \n", - " British or Mixed British 42 \n", - " Indian or British Indian 35 \n", - " Irish 28 \n", - " Other Black 42 \n", - " Other White 35 \n", - " Other mixed 35 \n", - " Pakistani or British Pakistani 49 \n", - " Unknown 70 \n", - " White + Asian 35 \n", - " White + Black African 35 \n", - " White + Black Caribbean 35 \n", - "imd_categories 1 Most deprived 112 \n", - " 2 147 \n", - " 3 119 \n", - " 4 126 \n", - " 5 Least deprived 105 \n", - " Unknown 21 \n", - "bmi 30+ 203 \n", - " under 30 427 \n", - "chronic_cardiac_disease no 616 \n", + "overall overall 1124 \n", + "sex F 581 \n", + " M 539 \n", + "ethnicity_6_groups Black 175 \n", + " Mixed 189 \n", + " Other 175 \n", + " South Asian 189 \n", + " Unknown 189 \n", + " White 203 \n", + "ethnicity_16_groups African 42 \n", + " Bangladeshi or British Bangladeshi 77 \n", + " Caribbean 63 \n", + " Chinese 70 \n", + " Other 63 \n", + " Other Asian 56 \n", + " British or Mixed British 56 \n", + " Indian or British Indian 63 \n", + " Irish 35 \n", + " Other Black 63 \n", + " Other White 63 \n", + " Other mixed 56 \n", + " Pakistani or British Pakistani 77 \n", + " Unknown 147 \n", + " White + Asian 77 \n", + " White + Black African 63 \n", + " White + Black Caribbean 70 \n", + "imd_categories 1 Most deprived 196 \n", + " 2 210 \n", + " 3 203 \n", + " 4 224 \n", + " 5 Least deprived 231 \n", + " Unknown 56 \n", + "bmi 30+ 336 \n", + " under 30 791 \n", + "chronic_cardiac_disease no 1113 \n", + " yes 7 \n", + "current_copd no 1113 \n", " yes 14 \n", - "current_copd no 623 \n", - " yes 0 \n", - "dmards no 623 \n", + "dmards no 1120 \n", " yes 0 \n", - "psychosis_schiz_bipolar no 623 \n", - " yes 0 \n", - "ssri no 623 \n", + "psychosis_schiz_bipolar no 1113 \n", " yes 7 \n", - "brand_of_first_dose Pfizer 0 \n", - " Unknown 623 \n", + "ssri no 1113 \n", + " yes 14 \n", + "brand_of_first_dose Oxford-AZ 0 \n", + " Pfizer 0 \n", + " Unknown 1120 \n", "\n", " percent total \\\n", "category group \n", - "overall overall 20.8 3024 \n", - "sex F 21.6 1554 \n", - " M 20.0 1470 \n", - "ethnicity_6_groups Black 23.5 476 \n", - " Mixed 22.5 560 \n", - " Other 20.8 539 \n", - " South Asian 19.4 504 \n", - " Unknown 20.0 455 \n", - " White 20.3 483 \n", - "ethnicity_16_groups African 21.7 161 \n", - " Bangladeshi or British Bangladeshi 22.2 126 \n", - " Caribbean 23.8 147 \n", - " Chinese 20.8 168 \n", - " Other 20.8 168 \n", - " Other Asian 26.1 161 \n", - " British or Mixed British 26.1 161 \n", - " Indian or British Indian 20.0 175 \n", - " Irish 16.7 168 \n", - " Other Black 23.1 182 \n", - " Other White 21.7 161 \n", - " Other mixed 21.7 161 \n", - " Pakistani or British Pakistani 25.9 189 \n", - " Unknown 16.1 434 \n", - " White + Asian 23.8 147 \n", - " White + Black African 21.7 161 \n", - " White + Black Caribbean 21.7 161 \n", - "imd_categories 1 Most deprived 20.3 553 \n", - " 2 25.0 588 \n", - " 3 21.0 567 \n", - " 4 20.2 623 \n", - " 5 Least deprived 19.2 546 \n", - " Unknown 15.0 140 \n", - "bmi 30+ 21.2 959 \n", - " under 30 20.7 2065 \n", - "chronic_cardiac_disease no 20.7 2982 \n", + "overall overall 32.7 3437 \n", + "sex F 32.9 1764 \n", + " M 32.2 1673 \n", + "ethnicity_6_groups Black 31.6 553 \n", + " Mixed 33.3 567 \n", + " Other 30.1 581 \n", + " South Asian 32.1 588 \n", + " Unknown 36.0 525 \n", + " White 33.0 616 \n", + "ethnicity_16_groups African 24.0 175 \n", + " Bangladeshi or British Bangladeshi 36.7 210 \n", + " Caribbean 32.1 196 \n", + " Chinese 38.5 182 \n", + " Other 34.6 182 \n", + " Other Asian 28.6 196 \n", + " British or Mixed British 30.8 182 \n", + " Indian or British Indian 37.5 168 \n", + " Irish 25.0 140 \n", + " Other Black 30.0 210 \n", + " Other White 34.6 182 \n", + " Other mixed 33.3 168 \n", + " Pakistani or British Pakistani 37.9 203 \n", + " Unknown 31.3 469 \n", + " White + Asian 37.9 203 \n", + " White + Black African 34.6 182 \n", + " White + Black Caribbean 37.0 189 \n", + "imd_categories 1 Most deprived 31.5 623 \n", + " 2 31.9 658 \n", + " 3 30.5 665 \n", + " 4 33.3 672 \n", + " 5 Least deprived 35.5 651 \n", + " Unknown 32.0 175 \n", + "bmi 30+ 33.8 994 \n", + " under 30 32.4 2443 \n", + "chronic_cardiac_disease no 32.8 3395 \n", + " yes 16.7 42 \n", + "current_copd no 32.8 3395 \n", " yes 33.3 42 \n", - "current_copd no 20.8 2996 \n", - " yes 0.0 21 \n", - "dmards no 20.8 2989 \n", + "dmards no 32.9 3402 \n", " yes 0.0 35 \n", - "psychosis_schiz_bipolar no 20.8 2996 \n", - " yes 0.0 28 \n", - "ssri no 20.8 2989 \n", + "psychosis_schiz_bipolar no 32.8 3395 \n", " yes 20.0 35 \n", - "brand_of_first_dose Pfizer 0.0 0 \n", - " Unknown 42.2 1477 \n", + "ssri no 32.8 3395 \n", + " yes 33.3 42 \n", + "brand_of_first_dose Oxford-AZ 0.0 0 \n", + " Pfizer 0.0 0 \n", + " Unknown 64.5 1736 \n", "\n", " vaccinated 7d previous (percent) \\\n", "category group \n", - "overall overall 18.8 \n", - "sex F 20.3 \n", - " M 17.6 \n", - "ethnicity_6_groups Black 20.6 \n", - " Mixed 20 \n", - " Other 18.2 \n", - " South Asian 18.1 \n", - " Unknown 18.5 \n", - " White 18.8 \n", - "ethnicity_16_groups African 21.7 \n", - " Bangladeshi or British Bangladeshi 16.7 \n", - " Caribbean 23.8 \n", - " Chinese 20.8 \n", - " Other 16.7 \n", - " Other Asian 21.7 \n", - " British or Mixed British 21.7 \n", - " Indian or British Indian 16 \n", - " Irish 12.5 \n", - " Other Black 19.2 \n", - " Other White 17.4 \n", - " Other mixed 17.4 \n", - " Pakistani or British Pakistani 22.2 \n", - " Unknown 14.5 \n", - " White + Asian 19 \n", - " White + Black African 21.7 \n", - " White + Black Caribbean 21.7 \n", - "imd_categories 1 Most deprived 19 \n", - " 2 21.4 \n", - " 3 21 \n", - " 4 18 \n", - " 5 Least deprived 16.7 \n", - " Unknown 15 \n", - "bmi 30+ 19 \n", - " under 30 18.6 \n", - "chronic_cardiac_disease no 18.8 \n", + "overall overall 31.6 \n", + "sex F 31.7 \n", + " M 31.4 \n", + "ethnicity_6_groups Black 30.4 \n", + " Mixed 32.1 \n", + " Other 30.1 \n", + " South Asian 31 \n", + " Unknown 33.3 \n", + " White 31.8 \n", + "ethnicity_16_groups African 24 \n", + " Bangladeshi or British Bangladeshi 36.7 \n", + " Caribbean 32.1 \n", + " Chinese 34.6 \n", + " Other 30.8 \n", + " Other Asian 28.6 \n", + " British or Mixed British 30.8 \n", + " Indian or British Indian 37.5 \n", + " Irish 25 \n", + " Other Black 30 \n", + " Other White 34.6 \n", + " Other mixed 33.3 \n", + " Pakistani or British Pakistani 34.5 \n", + " Unknown 29.9 \n", + " White + Asian 37.9 \n", + " White + Black African 34.6 \n", + " White + Black Caribbean 33.3 \n", + "imd_categories 1 Most deprived 30.3 \n", + " 2 30.9 \n", + " 3 29.5 \n", + " 4 32.3 \n", + " 5 Least deprived 34.4 \n", + " Unknown 32 \n", + "bmi 30+ 32.4 \n", + " under 30 31.2 \n", + "chronic_cardiac_disease no 31.8 \n", " yes 16.7 \n", - "current_copd no 18.9 \n", - " yes 0 \n", - "dmards no 19 \n", - " yes 0 \n", - "psychosis_schiz_bipolar no 18.9 \n", + "current_copd no 31.8 \n", + " yes 16.7 \n", + "dmards no 31.9 \n", " yes 0 \n", - "ssri no 18.7 \n", + "psychosis_schiz_bipolar no 31.8 \n", " yes 20 \n", - "brand_of_first_dose Pfizer NaN \n", - " Unknown 38.4 \n", + "ssri no 31.5 \n", + " yes 33.3 \n", + "brand_of_first_dose Oxford-AZ NaN \n", + " Pfizer NaN \n", + " Unknown 62.5 \n", "\n", " Uptake over last 7d (percent) \\\n", "category group \n", - "overall overall 2 \n", - "sex F 1.3 \n", - " M 2.4 \n", - "ethnicity_6_groups Black 2.9 \n", - " Mixed 2.5 \n", - " Other 2.6 \n", - " South Asian 1.3 \n", - " Unknown 1.5 \n", - " White 1.5 \n", + "overall overall 1.1 \n", + "sex F 1.2 \n", + " M 0.8 \n", + "ethnicity_6_groups Black 1.2 \n", + " Mixed 1.2 \n", + " Other 0 \n", + " South Asian 1.1 \n", + " Unknown 2.7 \n", + " White 1.2 \n", "ethnicity_16_groups African 0 \n", - " Bangladeshi or British Bangladeshi 5.5 \n", + " Bangladeshi or British Bangladeshi 0 \n", " Caribbean 0 \n", - " Chinese 0 \n", - " Other 4.1 \n", - " Other Asian 4.4 \n", - " British or Mixed British 4.4 \n", - " Indian or British Indian 4 \n", - " Irish 4.2 \n", - " Other Black 3.9 \n", - " Other White 4.3 \n", - " Other mixed 4.3 \n", - " Pakistani or British Pakistani 3.7 \n", - " Unknown 1.6 \n", - " White + Asian 4.8 \n", + " Chinese 3.9 \n", + " Other 3.8 \n", + " Other Asian 0 \n", + " British or Mixed British 0 \n", + " Indian or British Indian 0 \n", + " Irish 0 \n", + " Other Black 0 \n", + " Other White 0 \n", + " Other mixed 0 \n", + " Pakistani or British Pakistani 3.4 \n", + " Unknown 1.4 \n", + " White + Asian 0 \n", " White + Black African 0 \n", - " White + Black Caribbean 0 \n", - "imd_categories 1 Most deprived 1.3 \n", - " 2 3.6 \n", - " 3 0 \n", - " 4 2.2 \n", - " 5 Least deprived 2.5 \n", + " White + Black Caribbean 3.7 \n", + "imd_categories 1 Most deprived 1.2 \n", + " 2 1 \n", + " 3 1 \n", + " 4 1 \n", + " 5 Least deprived 1.1 \n", " Unknown 0 \n", - "bmi 30+ 2.2 \n", - " under 30 2.1 \n", - "chronic_cardiac_disease no 1.9 \n", - " yes 16.6 \n", - "current_copd no 1.9 \n", + "bmi 30+ 1.4 \n", + " under 30 1.2 \n", + "chronic_cardiac_disease no 1 \n", " yes 0 \n", - "dmards no 1.8 \n", + "current_copd no 1 \n", + " yes 16.6 \n", + "dmards no 1 \n", " yes 0 \n", - "psychosis_schiz_bipolar no 1.9 \n", + "psychosis_schiz_bipolar no 1 \n", " yes 0 \n", - "ssri no 2.1 \n", + "ssri no 1.3 \n", " yes 0 \n", - "brand_of_first_dose Pfizer 0 \n", - " Unknown 3.8 \n", + "brand_of_first_dose Oxford-AZ 0 \n", + " Pfizer 0 \n", + " Unknown 2 \n", "\n", " Date projected to reach 90% \n", "category group \n", "overall overall unknown \n", "sex F unknown \n", " M unknown \n", - "ethnicity_6_groups Black 26-Jul \n", + "ethnicity_6_groups Black unknown \n", " Mixed unknown \n", " Other unknown \n", " South Asian unknown \n", - " Unknown unknown \n", + " Unknown 15-Oct \n", " White unknown \n", "ethnicity_16_groups African unknown \n", - " Bangladeshi or British Bangladeshi 13-May \n", + " Bangladeshi or British Bangladeshi unknown \n", " Caribbean unknown \n", - " Chinese unknown \n", - " Other 14-Jun \n", - " Other Asian 28-May \n", - " British or Mixed British 28-May \n", - " Indian or British Indian 18-Jun \n", - " Irish 18-Jun \n", - " Other Black 16-Jun \n", - " Other White 07-Jun \n", - " Other mixed 07-Jun \n", - " Pakistani or British Pakistani 17-Jun \n", + " Chinese 28-Aug \n", + " Other 07-Sep \n", + " Other Asian unknown \n", + " British or Mixed British unknown \n", + " Indian or British Indian unknown \n", + " Irish unknown \n", + " Other Black unknown \n", + " Other White unknown \n", + " Other mixed unknown \n", + " Pakistani or British Pakistani 12-Sep \n", " Unknown unknown \n", - " White + Asian 23-May \n", + " White + Asian unknown \n", " White + Black African unknown \n", - " White + Black Caribbean unknown \n", + " White + Black Caribbean 05-Sep \n", "imd_categories 1 Most deprived unknown \n", - " 2 22-Jun \n", + " 2 unknown \n", " 3 unknown \n", " 4 unknown \n", " 5 Least deprived unknown \n", @@ -26057,17 +28239,18 @@ "bmi 30+ unknown \n", " under 30 unknown \n", "chronic_cardiac_disease no unknown \n", - " yes 11-Mar \n", - "current_copd no unknown \n", " yes unknown \n", + "current_copd no unknown \n", + " yes 20-Jun \n", "dmards no unknown \n", " yes unknown \n", "psychosis_schiz_bipolar no unknown \n", " yes unknown \n", "ssri no unknown \n", " yes unknown \n", - "brand_of_first_dose Pfizer unknown \n", - " Unknown 15-May " + "brand_of_first_dose Oxford-AZ unknown \n", + " Pfizer unknown \n", + " Unknown 25-Aug " ] }, "metadata": {}, @@ -26088,7 +28271,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (first dose 14w ago) among **50-54** population up to 2021-02-16" + "## COVID vaccination rollout (first dose 14w ago) among **40-49** population up to 2021-05-28" ], "text/plain": [ "" @@ -26154,421 +28337,298 @@ " \n", " overall\n", " overall\n", - " 706\n", - " 21.2\n", - " 3332\n", - " 18.8\n", - " 2.4\n", + " 1952\n", + " 31.7\n", + " 6160\n", + " 30.4\n", + " 1.3\n", " unknown\n", " \n", " \n", " sex\n", " F\n", - " 364\n", - " 20.8\n", - " 1750\n", - " 18.4\n", - " 2.4\n", + " 1001\n", + " 31.2\n", + " 3206\n", + " 29.9\n", + " 1.3\n", " unknown\n", " \n", " \n", " M\n", - " 343\n", - " 21.7\n", - " 1582\n", - " 19.5\n", - " 2.2\n", + " 952\n", + " 32.2\n", + " 2954\n", + " 31\n", + " 1.2\n", " unknown\n", " \n", " \n", " ethnicity_6_groups\n", " Black\n", - " 126\n", - " 21.7\n", - " 581\n", - " 18.1\n", - " 3.6\n", - " 28-Jun\n", + " 322\n", + " 31.1\n", + " 1036\n", + " 29.7\n", + " 1.4\n", + " unknown\n", " \n", " \n", " Mixed\n", - " 126\n", - " 21.7\n", - " 581\n", - " 19.3\n", - " 2.4\n", + " 343\n", + " 33.6\n", + " 1022\n", + " 31.5\n", + " 2.1\n", " unknown\n", " \n", " \n", " Other\n", - " 112\n", - " 19.3\n", - " 581\n", - " 16.9\n", - " 2.4\n", + " 329\n", + " 31.1\n", + " 1057\n", + " 30.5\n", + " 0.6\n", " unknown\n", " \n", " \n", " South Asian\n", - " 105\n", - " 19.2\n", - " 546\n", - " 16.7\n", - " 2.5\n", + " 336\n", + " 30.8\n", + " 1092\n", + " 29.5\n", + " 1.3\n", " unknown\n", " \n", " \n", " Unknown\n", - " 119\n", - " 23.9\n", - " 497\n", - " 21.1\n", - " 2.8\n", - " 31-Jul\n", + " 287\n", + " 30.4\n", + " 945\n", + " 29.6\n", + " 0.8\n", + " unknown\n", " \n", " \n", " White\n", - " 119\n", - " 21.5\n", - " 553\n", - " 20.3\n", - " 1.2\n", + " 329\n", + " 32.6\n", + " 1008\n", + " 31.2\n", + " 1.4\n", " unknown\n", " \n", " \n", " ethnicity_16_groups\n", " African\n", - " 42\n", - " 24.0\n", - " 175\n", - " 20\n", - " 4\n", - " 11-Jun\n", - " \n", - " \n", - " Bangladeshi or British Bangladeshi\n", - " 42\n", - " 21.4\n", - " 196\n", - " 17.9\n", - " 3.5\n", - " 03-Jul\n", - " \n", - " \n", - " Caribbean\n", - " 35\n", - " 20.0\n", - " 175\n", - " 20\n", - " 0\n", - " unknown\n", - " \n", - " \n", - " Chinese\n", - " 35\n", - " 21.7\n", - " 161\n", - " 21.7\n", - " 0\n", + " 119\n", + " 35.4\n", + " 336\n", + " 33.3\n", + " 2.1\n", " unknown\n", " \n", " \n", - " Other\n", - " 42\n", - " 22.2\n", - " 189\n", - " 22.2\n", + " Bangladeshi or British Bangladeshi\n", + " 91\n", + " 28.9\n", + " 315\n", + " 28.9\n", " 0\n", " unknown\n", " \n", " \n", - " Other Asian\n", - " 35\n", - " 20.8\n", - " 168\n", - " 20.8\n", - " 0\n", + " Caribbean\n", + " 98\n", + " 28.6\n", + " 343\n", + " 26.5\n", + " 2.1\n", " unknown\n", " \n", " \n", - " British or Mixed British\n", - " 35\n", - " 18.5\n", - " 189\n", - " 14.8\n", - " 3.7\n", - " 01-Jul\n", - " \n", - " \n", - " Indian or British Indian\n", - " 42\n", - " 22.2\n", - " 189\n", - " 18.5\n", - " 3.7\n", - " 24-Jun\n", - " \n", - " \n", - " Irish\n", - " 35\n", - " 19.2\n", - " 182\n", - " 15.4\n", - " 3.8\n", - " 26-Jun\n", - " \n", - " \n", - " Other Black\n", - " 42\n", - " 24.0\n", - " 175\n", - " 20\n", - " 4\n", - " 11-Jun\n", - " \n", - " \n", - " Other White\n", - " 35\n", - " 22.7\n", - " 154\n", - " 18.2\n", - " 4.5\n", - " 31-May\n", - " \n", - " \n", - " Other mixed\n", - " 35\n", - " 21.7\n", - " 161\n", - " 17.4\n", - " 4.3\n", - " 07-Jun\n", - " \n", - " \n", - " Pakistani or British Pakistani\n", - " 42\n", - " 26.1\n", - " 161\n", - " 21.7\n", - " 4.4\n", - " 28-May\n", - " \n", - " \n", - " Unknown\n", + " Chinese\n", " 105\n", - " 19.7\n", - " 532\n", - " 17.1\n", - " 2.6\n", - " unknown\n", - " \n", - " \n", - " White + Asian\n", - " 42\n", - " 23.1\n", - " 182\n", - " 23.1\n", - " 0\n", - " unknown\n", - " \n", - " \n", - " White + Black African\n", - " 21\n", - " 13.6\n", - " 154\n", - " 13.6\n", - " 0\n", - " unknown\n", - " \n", - " \n", - " White + Black Caribbean\n", - " 49\n", - " 26.9\n", - " 182\n", - " 23.1\n", - " 3.8\n", - " 12-Jun\n", - " \n", - " \n", - " imd_categories\n", - " 1 Most deprived\n", - " 126\n", - " 19.6\n", - " 644\n", - " 17.4\n", - " 2.2\n", - " unknown\n", - " \n", - " \n", - " 2\n", - " 112\n", - " 18.4\n", - " 609\n", - " 18.4\n", - " 0\n", + " 32.6\n", + " 322\n", + " 30.4\n", + " 2.2\n", " unknown\n", " \n", " \n", - " 3\n", - " 140\n", - " 23.0\n", - " 609\n", - " 20.7\n", - " 2.3\n", + " Other\n", + " 98\n", + " 26.9\n", + " 364\n", + " 25\n", + " 1.9\n", " unknown\n", " \n", " \n", - " 4\n", - " 161\n", - " 25.8\n", - " 623\n", - " 21.3\n", - " 4.5\n", - " 26-May\n", + " Other Asian\n", + " 91\n", + " 31.0\n", + " 294\n", + " 31\n", + " 0\n", + " unknown\n", " \n", " \n", - " 5 Least deprived\n", - " 119\n", - " 18.1\n", - " 658\n", - " 16\n", - " 2.1\n", + " British or Mixed British\n", + " 105\n", + " 31.2\n", + " 336\n", + " 31.2\n", + " 0\n", " unknown\n", " \n", " \n", - " Unknown\n", - " 42\n", - " 21.4\n", - " 196\n", - " 17.9\n", - " 3.5\n", - " 03-Jul\n", + " Indian or British Indian\n", + " 105\n", + " 32.6\n", + " 322\n", + " 30.4\n", + " 2.2\n", + " unknown\n", " \n", " \n", - " bmi\n", - " 30+\n", - " 217\n", - " 21.1\n", - " 1029\n", - " 19\n", + " Irish\n", + " 105\n", + " 31.9\n", + " 329\n", + " 29.8\n", " 2.1\n", " unknown\n", " \n", " \n", - " under 30\n", - " 490\n", - " 21.3\n", - " 2303\n", - " 18.5\n", - " 2.8\n", - " 06-Aug\n", + " Other Black\n", + " 119\n", + " 34.0\n", + " 350\n", + " 32\n", + " 2\n", + " unknown\n", " \n", " \n", - " chronic_cardiac_disease\n", - " no\n", - " 700\n", - " 21.1\n", - " 3311\n", - " 18.8\n", + " Other White\n", + " 98\n", + " 31.8\n", + " 308\n", + " 29.5\n", " 2.3\n", " unknown\n", " \n", " \n", - " yes\n", - " 0\n", - " 0.0\n", - " 28\n", - " 0\n", + " Other mixed\n", + " 105\n", + " 34.9\n", + " 301\n", + " 34.9\n", " 0\n", " unknown\n", " \n", " \n", - " current_copd\n", - " no\n", - " 700\n", - " 21.2\n", - " 3304\n", - " 18.9\n", - " 2.3\n", + " Pakistani or British Pakistani\n", + " 119\n", + " 37.0\n", + " 322\n", + " 34.8\n", + " 2.2\n", + " 12-Nov\n", + " \n", + " \n", + " Unknown\n", + " 280\n", + " 30.5\n", + " 917\n", + " 29\n", + " 1.5\n", " unknown\n", " \n", " \n", - " yes\n", - " 0\n", - " 0.0\n", - " 35\n", - " 0\n", + " White + Asian\n", + " 105\n", + " 31.2\n", + " 336\n", + " 31.2\n", " 0\n", " unknown\n", " \n", " \n", - " dmards\n", - " no\n", - " 700\n", - " 21.2\n", - " 3304\n", - " 18.9\n", - " 2.3\n", + " White + Black African\n", + " 105\n", + " 31.9\n", + " 329\n", + " 29.8\n", + " 2.1\n", " unknown\n", " \n", " \n", - " yes\n", - " 0\n", - " 0.0\n", - " 28\n", - " 0\n", + " White + Black Caribbean\n", + " 112\n", + " 33.3\n", + " 336\n", + " 33.3\n", " 0\n", " unknown\n", " \n", " \n", - " psychosis_schiz_bipolar\n", - " no\n", - " 693\n", - " 21.1\n", - " 3283\n", - " 18.8\n", - " 2.3\n", + " imd_categories\n", + " 1 Most deprived\n", + " 399\n", + " 32.9\n", + " 1211\n", + " 31.8\n", + " 1.1\n", " unknown\n", " \n", " \n", - " yes\n", - " 7\n", - " 14.3\n", - " 49\n", - " 14.3\n", - " 0\n", + " 2\n", + " 371\n", + " 31.9\n", + " 1162\n", + " 30.1\n", + " 1.8\n", " unknown\n", " \n", " \n", - " ssri\n", - " no\n", - " 693\n", - " 21.0\n", - " 3297\n", - " 18.7\n", - " 2.3\n", + " 3\n", + " 378\n", + " 32.5\n", + " 1162\n", + " 31.3\n", + " 1.2\n", " unknown\n", " \n", " \n", - " yes\n", - " 7\n", - " 20.0\n", - " 35\n", - " 20\n", - " 0\n", + " 4\n", + " 364\n", + " 31.1\n", + " 1169\n", + " 29.9\n", + " 1.2\n", " unknown\n", " \n", " \n", - " brand_of_first_dose\n", - " Oxford-AZ\n", - " 0\n", - " 0.0\n", - " 0\n", - " NaN\n", - " 0\n", + " 5 Least deprived\n", + " 336\n", + " 30.0\n", + " 1120\n", + " 29.4\n", + " 0.6\n", " unknown\n", " \n", " \n", + " Unknown\n", + " 105\n", + " 31.9\n", + " 329\n", + " 29.8\n", + " 2.1\n", + " unknown\n", + " \n", + " \n", + " brand_of_first_dose\n", " Pfizer\n", " 0\n", " 0.0\n", @@ -26579,267 +28639,202 @@ " \n", " \n", " Unknown\n", - " 707\n", - " 42.6\n", - " 1659\n", - " 37.6\n", - " 5\n", - " 23-Apr\n", + " 1953\n", + " 62.8\n", + " 3108\n", + " 60.4\n", + " 2.4\n", + " 15-Aug\n", " \n", " \n", "\n", "" ], "text/plain": [ - " vaccinated \\\n", - "category group \n", - "overall overall 706 \n", - "sex F 364 \n", - " M 343 \n", - "ethnicity_6_groups Black 126 \n", - " Mixed 126 \n", - " Other 112 \n", - " South Asian 105 \n", - " Unknown 119 \n", - " White 119 \n", - "ethnicity_16_groups African 42 \n", - " Bangladeshi or British Bangladeshi 42 \n", - " Caribbean 35 \n", - " Chinese 35 \n", - " Other 42 \n", - " Other Asian 35 \n", - " British or Mixed British 35 \n", - " Indian or British Indian 42 \n", - " Irish 35 \n", - " Other Black 42 \n", - " Other White 35 \n", - " Other mixed 35 \n", - " Pakistani or British Pakistani 42 \n", - " Unknown 105 \n", - " White + Asian 42 \n", - " White + Black African 21 \n", - " White + Black Caribbean 49 \n", - "imd_categories 1 Most deprived 126 \n", - " 2 112 \n", - " 3 140 \n", - " 4 161 \n", - " 5 Least deprived 119 \n", - " Unknown 42 \n", - "bmi 30+ 217 \n", - " under 30 490 \n", - "chronic_cardiac_disease no 700 \n", - " yes 0 \n", - "current_copd no 700 \n", - " yes 0 \n", - "dmards no 700 \n", - " yes 0 \n", - "psychosis_schiz_bipolar no 693 \n", - " yes 7 \n", - "ssri no 693 \n", - " yes 7 \n", - "brand_of_first_dose Oxford-AZ 0 \n", - " Pfizer 0 \n", - " Unknown 707 \n", + " vaccinated percent \\\n", + "category group \n", + "overall overall 1952 31.7 \n", + "sex F 1001 31.2 \n", + " M 952 32.2 \n", + "ethnicity_6_groups Black 322 31.1 \n", + " Mixed 343 33.6 \n", + " Other 329 31.1 \n", + " South Asian 336 30.8 \n", + " Unknown 287 30.4 \n", + " White 329 32.6 \n", + "ethnicity_16_groups African 119 35.4 \n", + " Bangladeshi or British Bangladeshi 91 28.9 \n", + " Caribbean 98 28.6 \n", + " Chinese 105 32.6 \n", + " Other 98 26.9 \n", + " Other Asian 91 31.0 \n", + " British or Mixed British 105 31.2 \n", + " Indian or British Indian 105 32.6 \n", + " Irish 105 31.9 \n", + " Other Black 119 34.0 \n", + " Other White 98 31.8 \n", + " Other mixed 105 34.9 \n", + " Pakistani or British Pakistani 119 37.0 \n", + " Unknown 280 30.5 \n", + " White + Asian 105 31.2 \n", + " White + Black African 105 31.9 \n", + " White + Black Caribbean 112 33.3 \n", + "imd_categories 1 Most deprived 399 32.9 \n", + " 2 371 31.9 \n", + " 3 378 32.5 \n", + " 4 364 31.1 \n", + " 5 Least deprived 336 30.0 \n", + " Unknown 105 31.9 \n", + "brand_of_first_dose Pfizer 0 0.0 \n", + " Unknown 1953 62.8 \n", "\n", - " percent total \\\n", - "category group \n", - "overall overall 21.2 3332 \n", - "sex F 20.8 1750 \n", - " M 21.7 1582 \n", - "ethnicity_6_groups Black 21.7 581 \n", - " Mixed 21.7 581 \n", - " Other 19.3 581 \n", - " South Asian 19.2 546 \n", - " Unknown 23.9 497 \n", - " White 21.5 553 \n", - "ethnicity_16_groups African 24.0 175 \n", - " Bangladeshi or British Bangladeshi 21.4 196 \n", - " Caribbean 20.0 175 \n", - " Chinese 21.7 161 \n", - " Other 22.2 189 \n", - " Other Asian 20.8 168 \n", - " British or Mixed British 18.5 189 \n", - " Indian or British Indian 22.2 189 \n", - " Irish 19.2 182 \n", - " Other Black 24.0 175 \n", - " Other White 22.7 154 \n", - " Other mixed 21.7 161 \n", - " Pakistani or British Pakistani 26.1 161 \n", - " Unknown 19.7 532 \n", - " White + Asian 23.1 182 \n", - " White + Black African 13.6 154 \n", - " White + Black Caribbean 26.9 182 \n", - "imd_categories 1 Most deprived 19.6 644 \n", - " 2 18.4 609 \n", - " 3 23.0 609 \n", - " 4 25.8 623 \n", - " 5 Least deprived 18.1 658 \n", - " Unknown 21.4 196 \n", - "bmi 30+ 21.1 1029 \n", - " under 30 21.3 2303 \n", - "chronic_cardiac_disease no 21.1 3311 \n", - " yes 0.0 28 \n", - "current_copd no 21.2 3304 \n", - " yes 0.0 35 \n", - "dmards no 21.2 3304 \n", - " yes 0.0 28 \n", - "psychosis_schiz_bipolar no 21.1 3283 \n", - " yes 14.3 49 \n", - "ssri no 21.0 3297 \n", - " yes 20.0 35 \n", - "brand_of_first_dose Oxford-AZ 0.0 0 \n", - " Pfizer 0.0 0 \n", - " Unknown 42.6 1659 \n", + " total \\\n", + "category group \n", + "overall overall 6160 \n", + "sex F 3206 \n", + " M 2954 \n", + "ethnicity_6_groups Black 1036 \n", + " Mixed 1022 \n", + " Other 1057 \n", + " South Asian 1092 \n", + " Unknown 945 \n", + " White 1008 \n", + "ethnicity_16_groups African 336 \n", + " Bangladeshi or British Bangladeshi 315 \n", + " Caribbean 343 \n", + " Chinese 322 \n", + " Other 364 \n", + " Other Asian 294 \n", + " British or Mixed British 336 \n", + " Indian or British Indian 322 \n", + " Irish 329 \n", + " Other Black 350 \n", + " Other White 308 \n", + " Other mixed 301 \n", + " Pakistani or British Pakistani 322 \n", + " Unknown 917 \n", + " White + Asian 336 \n", + " White + Black African 329 \n", + " White + Black Caribbean 336 \n", + "imd_categories 1 Most deprived 1211 \n", + " 2 1162 \n", + " 3 1162 \n", + " 4 1169 \n", + " 5 Least deprived 1120 \n", + " Unknown 329 \n", + "brand_of_first_dose Pfizer 0 \n", + " Unknown 3108 \n", "\n", - " vaccinated 7d previous (percent) \\\n", - "category group \n", - "overall overall 18.8 \n", - "sex F 18.4 \n", - " M 19.5 \n", - "ethnicity_6_groups Black 18.1 \n", - " Mixed 19.3 \n", - " Other 16.9 \n", - " South Asian 16.7 \n", - " Unknown 21.1 \n", - " White 20.3 \n", - "ethnicity_16_groups African 20 \n", - " Bangladeshi or British Bangladeshi 17.9 \n", - " Caribbean 20 \n", - " Chinese 21.7 \n", - " Other 22.2 \n", - " Other Asian 20.8 \n", - " British or Mixed British 14.8 \n", - " Indian or British Indian 18.5 \n", - " Irish 15.4 \n", - " Other Black 20 \n", - " Other White 18.2 \n", - " Other mixed 17.4 \n", - " Pakistani or British Pakistani 21.7 \n", - " Unknown 17.1 \n", - " White + Asian 23.1 \n", - " White + Black African 13.6 \n", - " White + Black Caribbean 23.1 \n", - "imd_categories 1 Most deprived 17.4 \n", - " 2 18.4 \n", - " 3 20.7 \n", - " 4 21.3 \n", - " 5 Least deprived 16 \n", - " Unknown 17.9 \n", - "bmi 30+ 19 \n", - " under 30 18.5 \n", - "chronic_cardiac_disease no 18.8 \n", - " yes 0 \n", - "current_copd no 18.9 \n", - " yes 0 \n", - "dmards no 18.9 \n", - " yes 0 \n", - "psychosis_schiz_bipolar no 18.8 \n", - " yes 14.3 \n", - "ssri no 18.7 \n", - " yes 20 \n", - "brand_of_first_dose Oxford-AZ NaN \n", - " Pfizer NaN \n", - " Unknown 37.6 \n", + " vaccinated 7d previous (percent) \\\n", + "category group \n", + "overall overall 30.4 \n", + "sex F 29.9 \n", + " M 31 \n", + "ethnicity_6_groups Black 29.7 \n", + " Mixed 31.5 \n", + " Other 30.5 \n", + " South Asian 29.5 \n", + " Unknown 29.6 \n", + " White 31.2 \n", + "ethnicity_16_groups African 33.3 \n", + " Bangladeshi or British Bangladeshi 28.9 \n", + " Caribbean 26.5 \n", + " Chinese 30.4 \n", + " Other 25 \n", + " Other Asian 31 \n", + " British or Mixed British 31.2 \n", + " Indian or British Indian 30.4 \n", + " Irish 29.8 \n", + " Other Black 32 \n", + " Other White 29.5 \n", + " Other mixed 34.9 \n", + " Pakistani or British Pakistani 34.8 \n", + " Unknown 29 \n", + " White + Asian 31.2 \n", + " White + Black African 29.8 \n", + " White + Black Caribbean 33.3 \n", + "imd_categories 1 Most deprived 31.8 \n", + " 2 30.1 \n", + " 3 31.3 \n", + " 4 29.9 \n", + " 5 Least deprived 29.4 \n", + " Unknown 29.8 \n", + "brand_of_first_dose Pfizer NaN \n", + " Unknown 60.4 \n", "\n", - " Uptake over last 7d (percent) \\\n", - "category group \n", - "overall overall 2.4 \n", - "sex F 2.4 \n", - " M 2.2 \n", - "ethnicity_6_groups Black 3.6 \n", - " Mixed 2.4 \n", - " Other 2.4 \n", - " South Asian 2.5 \n", - " Unknown 2.8 \n", - " White 1.2 \n", - "ethnicity_16_groups African 4 \n", - " Bangladeshi or British Bangladeshi 3.5 \n", - " Caribbean 0 \n", - " Chinese 0 \n", - " Other 0 \n", - " Other Asian 0 \n", - " British or Mixed British 3.7 \n", - " Indian or British Indian 3.7 \n", - " Irish 3.8 \n", - " Other Black 4 \n", - " Other White 4.5 \n", - " Other mixed 4.3 \n", - " Pakistani or British Pakistani 4.4 \n", - " Unknown 2.6 \n", - " White + Asian 0 \n", - " White + Black African 0 \n", - " White + Black Caribbean 3.8 \n", - "imd_categories 1 Most deprived 2.2 \n", - " 2 0 \n", - " 3 2.3 \n", - " 4 4.5 \n", - " 5 Least deprived 2.1 \n", - " Unknown 3.5 \n", - "bmi 30+ 2.1 \n", - " under 30 2.8 \n", - "chronic_cardiac_disease no 2.3 \n", - " yes 0 \n", - "current_copd no 2.3 \n", - " yes 0 \n", - "dmards no 2.3 \n", - " yes 0 \n", - "psychosis_schiz_bipolar no 2.3 \n", - " yes 0 \n", - "ssri no 2.3 \n", - " yes 0 \n", - "brand_of_first_dose Oxford-AZ 0 \n", - " Pfizer 0 \n", - " Unknown 5 \n", + " Uptake over last 7d (percent) \\\n", + "category group \n", + "overall overall 1.3 \n", + "sex F 1.3 \n", + " M 1.2 \n", + "ethnicity_6_groups Black 1.4 \n", + " Mixed 2.1 \n", + " Other 0.6 \n", + " South Asian 1.3 \n", + " Unknown 0.8 \n", + " White 1.4 \n", + "ethnicity_16_groups African 2.1 \n", + " Bangladeshi or British Bangladeshi 0 \n", + " Caribbean 2.1 \n", + " Chinese 2.2 \n", + " Other 1.9 \n", + " Other Asian 0 \n", + " British or Mixed British 0 \n", + " Indian or British Indian 2.2 \n", + " Irish 2.1 \n", + " Other Black 2 \n", + " Other White 2.3 \n", + " Other mixed 0 \n", + " Pakistani or British Pakistani 2.2 \n", + " Unknown 1.5 \n", + " White + Asian 0 \n", + " White + Black African 2.1 \n", + " White + Black Caribbean 0 \n", + "imd_categories 1 Most deprived 1.1 \n", + " 2 1.8 \n", + " 3 1.2 \n", + " 4 1.2 \n", + " 5 Least deprived 0.6 \n", + " Unknown 2.1 \n", + "brand_of_first_dose Pfizer 0 \n", + " Unknown 2.4 \n", "\n", - " Date projected to reach 90% \n", - "category group \n", - "overall overall unknown \n", - "sex F unknown \n", - " M unknown \n", - "ethnicity_6_groups Black 28-Jun \n", - " Mixed unknown \n", - " Other unknown \n", - " South Asian unknown \n", - " Unknown 31-Jul \n", - " White unknown \n", - "ethnicity_16_groups African 11-Jun \n", - " Bangladeshi or British Bangladeshi 03-Jul \n", - " Caribbean unknown \n", - " Chinese unknown \n", - " Other unknown \n", - " Other Asian unknown \n", - " British or Mixed British 01-Jul \n", - " Indian or British Indian 24-Jun \n", - " Irish 26-Jun \n", - " Other Black 11-Jun \n", - " Other White 31-May \n", - " Other mixed 07-Jun \n", - " Pakistani or British Pakistani 28-May \n", - " Unknown unknown \n", - " White + Asian unknown \n", - " White + Black African unknown \n", - " White + Black Caribbean 12-Jun \n", - "imd_categories 1 Most deprived unknown \n", - " 2 unknown \n", - " 3 unknown \n", - " 4 26-May \n", - " 5 Least deprived unknown \n", - " Unknown 03-Jul \n", - "bmi 30+ unknown \n", - " under 30 06-Aug \n", - "chronic_cardiac_disease no unknown \n", - " yes unknown \n", - "current_copd no unknown \n", - " yes unknown \n", - "dmards no unknown \n", - " yes unknown \n", - "psychosis_schiz_bipolar no unknown \n", - " yes unknown \n", - "ssri no unknown \n", - " yes unknown \n", - "brand_of_first_dose Oxford-AZ unknown \n", - " Pfizer unknown \n", - " Unknown 23-Apr " + " Date projected to reach 90% \n", + "category group \n", + "overall overall unknown \n", + "sex F unknown \n", + " M unknown \n", + "ethnicity_6_groups Black unknown \n", + " Mixed unknown \n", + " Other unknown \n", + " South Asian unknown \n", + " Unknown unknown \n", + " White unknown \n", + "ethnicity_16_groups African unknown \n", + " Bangladeshi or British Bangladeshi unknown \n", + " Caribbean unknown \n", + " Chinese unknown \n", + " Other unknown \n", + " Other Asian unknown \n", + " British or Mixed British unknown \n", + " Indian or British Indian unknown \n", + " Irish unknown \n", + " Other Black unknown \n", + " Other White unknown \n", + " Other mixed unknown \n", + " Pakistani or British Pakistani 12-Nov \n", + " Unknown unknown \n", + " White + Asian unknown \n", + " White + Black African unknown \n", + " White + Black Caribbean unknown \n", + "imd_categories 1 Most deprived unknown \n", + " 2 unknown \n", + " 3 unknown \n", + " 4 unknown \n", + " 5 Least deprived unknown \n", + " Unknown unknown \n", + "brand_of_first_dose Pfizer unknown \n", + " Unknown 15-Aug " ] }, "metadata": {}, @@ -26860,7 +28855,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (first dose 14w ago) among **40-49** population up to 2021-02-16" + "## COVID vaccination rollout (first dose 14w ago) among **30-39** population up to 2021-05-28" ], "text/plain": [ "" @@ -26926,314 +28921,323 @@ " \n", " overall\n", " overall\n", - " 1300\n", - " 21.1\n", - " 6153\n", - " 18.6\n", - " 2.5\n", + " 2007\n", + " 31.5\n", + " 6377\n", + " 30.1\n", + " 1.4\n", " unknown\n", " \n", " \n", " sex\n", " F\n", - " 693\n", - " 21.9\n", - " 3171\n", - " 19.6\n", - " 2.3\n", + " 980\n", + " 30.4\n", + " 3220\n", + " 28.7\n", + " 1.7\n", " unknown\n", " \n", " \n", " M\n", - " 602\n", - " 20.1\n", - " 2989\n", - " 17.6\n", - " 2.5\n", + " 1029\n", + " 32.6\n", + " 3157\n", + " 31.5\n", + " 1.1\n", " unknown\n", " \n", " \n", " ethnicity_6_groups\n", " Black\n", - " 217\n", - " 20.8\n", - " 1043\n", - " 18.8\n", - " 2\n", + " 329\n", + " 30.5\n", + " 1078\n", + " 29.9\n", + " 0.6\n", " unknown\n", " \n", " \n", " Mixed\n", - " 245\n", - " 23.0\n", + " 343\n", + " 32.2\n", " 1064\n", - " 20.4\n", - " 2.6\n", + " 30.9\n", + " 1.3\n", " unknown\n", " \n", " \n", " Other\n", - " 245\n", - " 22.7\n", - " 1078\n", - " 20.1\n", - " 2.6\n", + " 343\n", + " 31.4\n", + " 1092\n", + " 29.5\n", + " 1.9\n", " unknown\n", " \n", " \n", " South Asian\n", - " 224\n", - " 21.2\n", - " 1057\n", - " 17.9\n", - " 3.3\n", - " 11-Jul\n", + " 336\n", + " 30.8\n", + " 1092\n", + " 29.5\n", + " 1.3\n", + " unknown\n", " \n", " \n", " Unknown\n", - " 182\n", - " 20.2\n", - " 903\n", - " 18.6\n", - " 1.6\n", + " 308\n", + " 31.7\n", + " 973\n", + " 29.5\n", + " 2.2\n", " unknown\n", " \n", " \n", " White\n", - " 182\n", - " 18.1\n", - " 1008\n", - " 16\n", - " 2.1\n", + " 357\n", + " 33.1\n", + " 1078\n", + " 31.2\n", + " 1.9\n", " unknown\n", " \n", " \n", " ethnicity_16_groups\n", " African\n", - " 70\n", - " 21.3\n", - " 329\n", - " 19.1\n", + " 112\n", + " 34.8\n", + " 322\n", + " 32.6\n", " 2.2\n", " unknown\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", - " 70\n", - " 22.2\n", - " 315\n", - " 20\n", - " 2.2\n", + " 98\n", + " 29.8\n", + " 329\n", + " 27.7\n", + " 2.1\n", " unknown\n", " \n", " \n", " Caribbean\n", - " 63\n", - " 18.4\n", - " 343\n", - " 16.3\n", - " 2.1\n", + " 105\n", + " 31.2\n", + " 336\n", + " 31.2\n", + " 0\n", " unknown\n", " \n", " \n", " Chinese\n", - " 84\n", - " 25.0\n", - " 336\n", - " 22.9\n", + " 98\n", + " 30.4\n", + " 322\n", + " 28.3\n", " 2.1\n", " unknown\n", " \n", " \n", " Other\n", - " 63\n", - " 19.6\n", - " 322\n", - " 17.4\n", - " 2.2\n", + " 112\n", + " 30.8\n", + " 364\n", + " 28.8\n", + " 2\n", " unknown\n", " \n", " \n", " Other Asian\n", - " 77\n", - " 23.4\n", - " 329\n", - " 21.3\n", - " 2.1\n", + " 119\n", + " 32.1\n", + " 371\n", + " 30.2\n", + " 1.9\n", " unknown\n", " \n", " \n", " British or Mixed British\n", - " 70\n", - " 19.6\n", - " 357\n", - " 17.6\n", - " 2\n", + " 105\n", + " 30.6\n", + " 343\n", + " 30.6\n", + " 0\n", " unknown\n", " \n", " \n", " Indian or British Indian\n", - " 70\n", - " 22.2\n", - " 315\n", - " 17.8\n", - " 4.4\n", - " 03-Jun\n", + " 98\n", + " 31.8\n", + " 308\n", + " 29.5\n", + " 2.3\n", + " unknown\n", " \n", " \n", " Irish\n", - " 77\n", - " 22.0\n", + " 126\n", + " 36.0\n", " 350\n", - " 20\n", + " 34\n", " 2\n", " unknown\n", " \n", " \n", " Other Black\n", - " 70\n", - " 22.2\n", - " 315\n", - " 20\n", - " 2.2\n", + " 119\n", + " 32.7\n", + " 364\n", + " 30.8\n", + " 1.9\n", " unknown\n", " \n", " \n", " Other White\n", - " 49\n", - " 15.2\n", - " 322\n", - " 13\n", - " 2.2\n", + " 98\n", + " 31.1\n", + " 315\n", + " 31.1\n", + " 0\n", " unknown\n", " \n", " \n", " Other mixed\n", - " 70\n", - " 20.8\n", - " 336\n", - " 20.8\n", - " 0\n", + " 112\n", + " 31.4\n", + " 357\n", + " 29.4\n", + " 2\n", " unknown\n", " \n", " \n", " Pakistani or British Pakistani\n", - " 63\n", - " 20.0\n", - " 315\n", - " 17.8\n", + " 105\n", + " 32.6\n", + " 322\n", + " 30.4\n", " 2.2\n", " unknown\n", " \n", " \n", " Unknown\n", - " 196\n", - " 21.5\n", - " 910\n", - " 19.2\n", - " 2.3\n", + " 280\n", + " 29.9\n", + " 938\n", + " 28.4\n", + " 1.5\n", " unknown\n", " \n", " \n", " White + Asian\n", - " 70\n", - " 20.4\n", + " 105\n", + " 30.6\n", " 343\n", - " 18.4\n", - " 2\n", + " 30.6\n", + " 0\n", " unknown\n", " \n", " \n", " White + Black African\n", - " 63\n", - " 20.5\n", - " 308\n", - " 18.2\n", - " 2.3\n", + " 105\n", + " 28.3\n", + " 371\n", + " 26.4\n", + " 1.9\n", " unknown\n", " \n", " \n", " White + Black Caribbean\n", - " 63\n", - " 20.0\n", - " 315\n", - " 17.8\n", + " 112\n", + " 34.8\n", + " 322\n", + " 32.6\n", " 2.2\n", " unknown\n", " \n", " \n", " imd_categories\n", " 1 Most deprived\n", - " 245\n", - " 21.0\n", - " 1169\n", - " 18\n", - " 3\n", - " 27-Jul\n", + " 420\n", + " 31.9\n", + " 1316\n", + " 30.9\n", + " 1\n", + " unknown\n", " \n", " \n", " 2\n", - " 245\n", - " 20.5\n", + " 378\n", + " 31.6\n", " 1197\n", - " 18.7\n", - " 1.8\n", + " 30.4\n", + " 1.2\n", " unknown\n", " \n", " \n", " 3\n", - " 252\n", - " 20.9\n", - " 1204\n", - " 18\n", - " 2.9\n", - " 01-Aug\n", + " 378\n", + " 31.8\n", + " 1190\n", + " 30.6\n", + " 1.2\n", + " unknown\n", " \n", " \n", " 4\n", - " 238\n", - " 20.7\n", - " 1148\n", - " 18.3\n", - " 2.4\n", + " 385\n", + " 32.9\n", + " 1169\n", + " 31.1\n", + " 1.8\n", " unknown\n", " \n", " \n", " 5 Least deprived\n", - " 252\n", - " 22.5\n", - " 1120\n", - " 20\n", - " 2.5\n", + " 364\n", + " 29.5\n", + " 1232\n", + " 27.8\n", + " 1.7\n", " unknown\n", " \n", " \n", " Unknown\n", - " 63\n", - " 20.0\n", - " 315\n", - " 17.8\n", - " 2.2\n", + " 84\n", + " 30.8\n", + " 273\n", + " 28.2\n", + " 2.6\n", + " 03-Nov\n", + " \n", + " \n", + " brand_of_first_dose\n", + " Moderna\n", + " 0\n", + " 0.0\n", + " 0\n", + " NaN\n", + " 0\n", " unknown\n", " \n", " \n", - " brand_of_first_dose\n", " Pfizer\n", " 0\n", " 0.0\n", - " 7\n", " 0\n", + " NaN\n", " 0\n", " unknown\n", " \n", " \n", " Unknown\n", - " 1302\n", - " 42.6\n", - " 3059\n", - " 37.3\n", - " 5.3\n", - " 19-Apr\n", + " 2002\n", + " 63.3\n", + " 3164\n", + " 60.6\n", + " 2.7\n", + " 05-Aug\n", " \n", " \n", "\n", @@ -27242,151 +29246,155 @@ "text/plain": [ " vaccinated percent \\\n", "category group \n", - "overall overall 1300 21.1 \n", - "sex F 693 21.9 \n", - " M 602 20.1 \n", - "ethnicity_6_groups Black 217 20.8 \n", - " Mixed 245 23.0 \n", - " Other 245 22.7 \n", - " South Asian 224 21.2 \n", - " Unknown 182 20.2 \n", - " White 182 18.1 \n", - "ethnicity_16_groups African 70 21.3 \n", - " Bangladeshi or British Bangladeshi 70 22.2 \n", - " Caribbean 63 18.4 \n", - " Chinese 84 25.0 \n", - " Other 63 19.6 \n", - " Other Asian 77 23.4 \n", - " British or Mixed British 70 19.6 \n", - " Indian or British Indian 70 22.2 \n", - " Irish 77 22.0 \n", - " Other Black 70 22.2 \n", - " Other White 49 15.2 \n", - " Other mixed 70 20.8 \n", - " Pakistani or British Pakistani 63 20.0 \n", - " Unknown 196 21.5 \n", - " White + Asian 70 20.4 \n", - " White + Black African 63 20.5 \n", - " White + Black Caribbean 63 20.0 \n", - "imd_categories 1 Most deprived 245 21.0 \n", - " 2 245 20.5 \n", - " 3 252 20.9 \n", - " 4 238 20.7 \n", - " 5 Least deprived 252 22.5 \n", - " Unknown 63 20.0 \n", - "brand_of_first_dose Pfizer 0 0.0 \n", - " Unknown 1302 42.6 \n", + "overall overall 2007 31.5 \n", + "sex F 980 30.4 \n", + " M 1029 32.6 \n", + "ethnicity_6_groups Black 329 30.5 \n", + " Mixed 343 32.2 \n", + " Other 343 31.4 \n", + " South Asian 336 30.8 \n", + " Unknown 308 31.7 \n", + " White 357 33.1 \n", + "ethnicity_16_groups African 112 34.8 \n", + " Bangladeshi or British Bangladeshi 98 29.8 \n", + " Caribbean 105 31.2 \n", + " Chinese 98 30.4 \n", + " Other 112 30.8 \n", + " Other Asian 119 32.1 \n", + " British or Mixed British 105 30.6 \n", + " Indian or British Indian 98 31.8 \n", + " Irish 126 36.0 \n", + " Other Black 119 32.7 \n", + " Other White 98 31.1 \n", + " Other mixed 112 31.4 \n", + " Pakistani or British Pakistani 105 32.6 \n", + " Unknown 280 29.9 \n", + " White + Asian 105 30.6 \n", + " White + Black African 105 28.3 \n", + " White + Black Caribbean 112 34.8 \n", + "imd_categories 1 Most deprived 420 31.9 \n", + " 2 378 31.6 \n", + " 3 378 31.8 \n", + " 4 385 32.9 \n", + " 5 Least deprived 364 29.5 \n", + " Unknown 84 30.8 \n", + "brand_of_first_dose Moderna 0 0.0 \n", + " Pfizer 0 0.0 \n", + " Unknown 2002 63.3 \n", "\n", " total \\\n", "category group \n", - "overall overall 6153 \n", - "sex F 3171 \n", - " M 2989 \n", - "ethnicity_6_groups Black 1043 \n", + "overall overall 6377 \n", + "sex F 3220 \n", + " M 3157 \n", + "ethnicity_6_groups Black 1078 \n", " Mixed 1064 \n", - " Other 1078 \n", - " South Asian 1057 \n", - " Unknown 903 \n", - " White 1008 \n", - "ethnicity_16_groups African 329 \n", - " Bangladeshi or British Bangladeshi 315 \n", - " Caribbean 343 \n", - " Chinese 336 \n", - " Other 322 \n", - " Other Asian 329 \n", - " British or Mixed British 357 \n", - " Indian or British Indian 315 \n", + " Other 1092 \n", + " South Asian 1092 \n", + " Unknown 973 \n", + " White 1078 \n", + "ethnicity_16_groups African 322 \n", + " Bangladeshi or British Bangladeshi 329 \n", + " Caribbean 336 \n", + " Chinese 322 \n", + " Other 364 \n", + " Other Asian 371 \n", + " British or Mixed British 343 \n", + " Indian or British Indian 308 \n", " Irish 350 \n", - " Other Black 315 \n", - " Other White 322 \n", - " Other mixed 336 \n", - " Pakistani or British Pakistani 315 \n", - " Unknown 910 \n", + " Other Black 364 \n", + " Other White 315 \n", + " Other mixed 357 \n", + " Pakistani or British Pakistani 322 \n", + " Unknown 938 \n", " White + Asian 343 \n", - " White + Black African 308 \n", - " White + Black Caribbean 315 \n", - "imd_categories 1 Most deprived 1169 \n", + " White + Black African 371 \n", + " White + Black Caribbean 322 \n", + "imd_categories 1 Most deprived 1316 \n", " 2 1197 \n", - " 3 1204 \n", - " 4 1148 \n", - " 5 Least deprived 1120 \n", - " Unknown 315 \n", - "brand_of_first_dose Pfizer 7 \n", - " Unknown 3059 \n", + " 3 1190 \n", + " 4 1169 \n", + " 5 Least deprived 1232 \n", + " Unknown 273 \n", + "brand_of_first_dose Moderna 0 \n", + " Pfizer 0 \n", + " Unknown 3164 \n", "\n", " vaccinated 7d previous (percent) \\\n", "category group \n", - "overall overall 18.6 \n", - "sex F 19.6 \n", - " M 17.6 \n", - "ethnicity_6_groups Black 18.8 \n", - " Mixed 20.4 \n", - " Other 20.1 \n", - " South Asian 17.9 \n", - " Unknown 18.6 \n", - " White 16 \n", - "ethnicity_16_groups African 19.1 \n", - " Bangladeshi or British Bangladeshi 20 \n", - " Caribbean 16.3 \n", - " Chinese 22.9 \n", - " Other 17.4 \n", - " Other Asian 21.3 \n", - " British or Mixed British 17.6 \n", - " Indian or British Indian 17.8 \n", - " Irish 20 \n", - " Other Black 20 \n", - " Other White 13 \n", - " Other mixed 20.8 \n", - " Pakistani or British Pakistani 17.8 \n", - " Unknown 19.2 \n", - " White + Asian 18.4 \n", - " White + Black African 18.2 \n", - " White + Black Caribbean 17.8 \n", - "imd_categories 1 Most deprived 18 \n", - " 2 18.7 \n", - " 3 18 \n", - " 4 18.3 \n", - " 5 Least deprived 20 \n", - " Unknown 17.8 \n", - "brand_of_first_dose Pfizer 0 \n", - " Unknown 37.3 \n", + "overall overall 30.1 \n", + "sex F 28.7 \n", + " M 31.5 \n", + "ethnicity_6_groups Black 29.9 \n", + " Mixed 30.9 \n", + " Other 29.5 \n", + " South Asian 29.5 \n", + " Unknown 29.5 \n", + " White 31.2 \n", + "ethnicity_16_groups African 32.6 \n", + " Bangladeshi or British Bangladeshi 27.7 \n", + " Caribbean 31.2 \n", + " Chinese 28.3 \n", + " Other 28.8 \n", + " Other Asian 30.2 \n", + " British or Mixed British 30.6 \n", + " Indian or British Indian 29.5 \n", + " Irish 34 \n", + " Other Black 30.8 \n", + " Other White 31.1 \n", + " Other mixed 29.4 \n", + " Pakistani or British Pakistani 30.4 \n", + " Unknown 28.4 \n", + " White + Asian 30.6 \n", + " White + Black African 26.4 \n", + " White + Black Caribbean 32.6 \n", + "imd_categories 1 Most deprived 30.9 \n", + " 2 30.4 \n", + " 3 30.6 \n", + " 4 31.1 \n", + " 5 Least deprived 27.8 \n", + " Unknown 28.2 \n", + "brand_of_first_dose Moderna NaN \n", + " Pfizer NaN \n", + " Unknown 60.6 \n", "\n", " Uptake over last 7d (percent) \\\n", "category group \n", - "overall overall 2.5 \n", - "sex F 2.3 \n", - " M 2.5 \n", - "ethnicity_6_groups Black 2 \n", - " Mixed 2.6 \n", - " Other 2.6 \n", - " South Asian 3.3 \n", - " Unknown 1.6 \n", - " White 2.1 \n", + "overall overall 1.4 \n", + "sex F 1.7 \n", + " M 1.1 \n", + "ethnicity_6_groups Black 0.6 \n", + " Mixed 1.3 \n", + " Other 1.9 \n", + " South Asian 1.3 \n", + " Unknown 2.2 \n", + " White 1.9 \n", "ethnicity_16_groups African 2.2 \n", - " Bangladeshi or British Bangladeshi 2.2 \n", - " Caribbean 2.1 \n", + " Bangladeshi or British Bangladeshi 2.1 \n", + " Caribbean 0 \n", " Chinese 2.1 \n", - " Other 2.2 \n", - " Other Asian 2.1 \n", - " British or Mixed British 2 \n", - " Indian or British Indian 4.4 \n", + " Other 2 \n", + " Other Asian 1.9 \n", + " British or Mixed British 0 \n", + " Indian or British Indian 2.3 \n", " Irish 2 \n", - " Other Black 2.2 \n", - " Other White 2.2 \n", - " Other mixed 0 \n", + " Other Black 1.9 \n", + " Other White 0 \n", + " Other mixed 2 \n", " Pakistani or British Pakistani 2.2 \n", - " Unknown 2.3 \n", - " White + Asian 2 \n", - " White + Black African 2.3 \n", + " Unknown 1.5 \n", + " White + Asian 0 \n", + " White + Black African 1.9 \n", " White + Black Caribbean 2.2 \n", - "imd_categories 1 Most deprived 3 \n", - " 2 1.8 \n", - " 3 2.9 \n", - " 4 2.4 \n", - " 5 Least deprived 2.5 \n", - " Unknown 2.2 \n", - "brand_of_first_dose Pfizer 0 \n", - " Unknown 5.3 \n", + "imd_categories 1 Most deprived 1 \n", + " 2 1.2 \n", + " 3 1.2 \n", + " 4 1.8 \n", + " 5 Least deprived 1.7 \n", + " Unknown 2.6 \n", + "brand_of_first_dose Moderna 0 \n", + " Pfizer 0 \n", + " Unknown 2.7 \n", "\n", " Date projected to reach 90% \n", "category group \n", @@ -27396,7 +29404,7 @@ "ethnicity_6_groups Black unknown \n", " Mixed unknown \n", " Other unknown \n", - " South Asian 11-Jul \n", + " South Asian unknown \n", " Unknown unknown \n", " White unknown \n", "ethnicity_16_groups African unknown \n", @@ -27406,7 +29414,7 @@ " Other unknown \n", " Other Asian unknown \n", " British or Mixed British unknown \n", - " Indian or British Indian 03-Jun \n", + " Indian or British Indian unknown \n", " Irish unknown \n", " Other Black unknown \n", " Other White unknown \n", @@ -27416,14 +29424,15 @@ " White + Asian unknown \n", " White + Black African unknown \n", " White + Black Caribbean unknown \n", - "imd_categories 1 Most deprived 27-Jul \n", + "imd_categories 1 Most deprived unknown \n", " 2 unknown \n", - " 3 01-Aug \n", + " 3 unknown \n", " 4 unknown \n", " 5 Least deprived unknown \n", - " Unknown unknown \n", - "brand_of_first_dose Pfizer unknown \n", - " Unknown 19-Apr " + " Unknown 03-Nov \n", + "brand_of_first_dose Moderna unknown \n", + " Pfizer unknown \n", + " Unknown 05-Aug " ] }, "metadata": {}, @@ -27444,7 +29453,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (first dose 14w ago) among **30-39** population up to 2021-02-16" + "## COVID vaccination rollout (first dose 14w ago) among **18-29** population up to 2021-05-28" ], "text/plain": [ "" @@ -27510,294 +29519,294 @@ " \n", " overall\n", " overall\n", - " 1377\n", - " 21.3\n", - " 6461\n", - " 19.4\n", - " 1.9\n", + " 2412\n", + " 32.4\n", + " 7455\n", + " 31\n", + " 1.4\n", " unknown\n", " \n", " \n", " sex\n", " F\n", - " 665\n", - " 20.3\n", - " 3276\n", - " 18.4\n", - " 1.9\n", + " 1197\n", + " 31.5\n", + " 3794\n", + " 30.4\n", + " 1.1\n", " unknown\n", " \n", " \n", " M\n", - " 714\n", - " 22.4\n", - " 3185\n", - " 20.4\n", - " 2\n", + " 1211\n", + " 33.1\n", + " 3661\n", + " 31.5\n", + " 1.6\n", " unknown\n", " \n", " \n", " ethnicity_6_groups\n", " Black\n", - " 245\n", - " 23.0\n", - " 1064\n", - " 21.1\n", - " 1.9\n", + " 399\n", + " 32.4\n", + " 1232\n", + " 30.7\n", + " 1.7\n", " unknown\n", " \n", " \n", " Mixed\n", - " 245\n", - " 21.6\n", - " 1134\n", - " 19.8\n", - " 1.8\n", + " 462\n", + " 35.9\n", + " 1288\n", + " 34.2\n", + " 1.7\n", " unknown\n", " \n", " \n", " Other\n", - " 210\n", - " 19.2\n", - " 1092\n", - " 17.9\n", - " 1.3\n", + " 406\n", + " 32.0\n", + " 1267\n", + " 30.9\n", + " 1.1\n", " unknown\n", " \n", " \n", " South Asian\n", - " 210\n", - " 19.5\n", - " 1078\n", - " 17.5\n", - " 2\n", + " 399\n", + " 31.8\n", + " 1253\n", + " 30.7\n", + " 1.1\n", " unknown\n", " \n", " \n", " Unknown\n", - " 210\n", - " 21.9\n", - " 959\n", - " 20.4\n", - " 1.5\n", + " 336\n", + " 29.8\n", + " 1127\n", + " 28.6\n", + " 1.2\n", " unknown\n", " \n", " \n", " White\n", - " 259\n", - " 22.7\n", - " 1141\n", - " 19.6\n", - " 3.1\n", - " 17-Jul\n", + " 413\n", + " 32.1\n", + " 1288\n", + " 30.4\n", + " 1.7\n", + " unknown\n", " \n", " \n", " ethnicity_16_groups\n", " African\n", - " 77\n", - " 21.6\n", - " 357\n", - " 19.6\n", - " 2\n", + " 147\n", + " 34.4\n", + " 427\n", + " 32.8\n", + " 1.6\n", " unknown\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", - " 63\n", - " 18.8\n", - " 336\n", - " 16.7\n", - " 2.1\n", + " 133\n", + " 30.6\n", + " 434\n", + " 29\n", + " 1.6\n", " unknown\n", " \n", " \n", " Caribbean\n", - " 84\n", - " 23.5\n", - " 357\n", - " 19.6\n", - " 3.9\n", - " 15-Jun\n", + " 105\n", + " 28.3\n", + " 371\n", + " 26.4\n", + " 1.9\n", + " unknown\n", " \n", " \n", " Chinese\n", - " 91\n", - " 24.5\n", - " 371\n", - " 22.6\n", - " 1.9\n", + " 133\n", + " 32.2\n", + " 413\n", + " 30.5\n", + " 1.7\n", " unknown\n", " \n", " \n", " Other\n", - " 91\n", - " 27.1\n", - " 336\n", - " 22.9\n", - " 4.2\n", - " 31-May\n", + " 133\n", + " 32.8\n", + " 406\n", + " 31\n", + " 1.8\n", + " unknown\n", " \n", " \n", " Other Asian\n", - " 77\n", - " 23.4\n", - " 329\n", - " 21.3\n", - " 2.1\n", + " 133\n", + " 35.8\n", + " 371\n", + " 34\n", + " 1.8\n", " unknown\n", " \n", " \n", " British or Mixed British\n", - " 77\n", - " 22.0\n", - " 350\n", - " 20\n", - " 2\n", + " 133\n", + " 33.3\n", + " 399\n", + " 31.6\n", + " 1.7\n", " unknown\n", " \n", " \n", " Indian or British Indian\n", - " 77\n", - " 22.9\n", - " 336\n", - " 20.8\n", - " 2.1\n", + " 133\n", + " 35.2\n", + " 378\n", + " 33.3\n", + " 1.9\n", " unknown\n", " \n", " \n", " Irish\n", - " 77\n", - " 22.4\n", - " 343\n", - " 20.4\n", - " 2\n", + " 119\n", + " 27.4\n", + " 434\n", + " 25.8\n", + " 1.6\n", " unknown\n", " \n", " \n", " Other Black\n", - " 63\n", - " 20.5\n", - " 308\n", - " 18.2\n", - " 2.3\n", + " 126\n", + " 31.0\n", + " 406\n", + " 29.3\n", + " 1.7\n", " unknown\n", " \n", " \n", " Other White\n", - " 63\n", - " 19.6\n", - " 322\n", - " 19.6\n", - " 0\n", - " unknown\n", + " 119\n", + " 31.5\n", + " 378\n", + " 27.8\n", + " 3.7\n", + " 15-Sep\n", " \n", " \n", " Other mixed\n", - " 70\n", - " 19.2\n", - " 364\n", - " 17.3\n", + " 119\n", + " 33.3\n", + " 357\n", + " 31.4\n", " 1.9\n", " unknown\n", " \n", " \n", " Pakistani or British Pakistani\n", - " 70\n", - " 19.6\n", - " 357\n", - " 17.6\n", - " 2\n", + " 133\n", + " 33.3\n", + " 399\n", + " 33.3\n", + " 0\n", " unknown\n", " \n", " \n", " Unknown\n", - " 210\n", - " 21.7\n", - " 966\n", - " 20.3\n", - " 1.4\n", + " 378\n", + " 33.5\n", + " 1127\n", + " 32.3\n", + " 1.2\n", " unknown\n", " \n", " \n", " White + Asian\n", - " 84\n", - " 23.5\n", - " 357\n", - " 21.6\n", - " 1.9\n", + " 133\n", + " 33.9\n", + " 392\n", + " 32.1\n", + " 1.8\n", " unknown\n", " \n", " \n", " White + Black African\n", - " 63\n", - " 18.0\n", - " 350\n", - " 16\n", - " 2\n", + " 133\n", + " 31.7\n", + " 420\n", + " 30\n", + " 1.7\n", " unknown\n", " \n", " \n", " White + Black Caribbean\n", - " 56\n", - " 17.0\n", - " 329\n", - " 14.9\n", - " 2.1\n", + " 112\n", + " 31.4\n", + " 357\n", + " 29.4\n", + " 2\n", " unknown\n", " \n", " \n", " imd_categories\n", " 1 Most deprived\n", - " 259\n", - " 21.5\n", - " 1204\n", - " 19.8\n", - " 1.7\n", + " 476\n", + " 32.5\n", + " 1463\n", + " 31.1\n", + " 1.4\n", " unknown\n", " \n", " \n", " 2\n", - " 280\n", - " 21.9\n", - " 1281\n", - " 20.2\n", - " 1.7\n", + " 476\n", + " 32.2\n", + " 1477\n", + " 31.8\n", + " 0.4\n", " unknown\n", " \n", " \n", " 3\n", - " 259\n", - " 21.5\n", - " 1204\n", - " 18.6\n", - " 2.9\n", - " 31-Jul\n", + " 448\n", + " 32.5\n", + " 1379\n", + " 31.5\n", + " 1\n", + " unknown\n", " \n", " \n", " 4\n", - " 259\n", - " 21.1\n", - " 1225\n", - " 19.4\n", - " 1.7\n", + " 469\n", + " 34.2\n", + " 1372\n", + " 32.1\n", + " 2.1\n", " unknown\n", " \n", " \n", " 5 Least deprived\n", - " 252\n", - " 20.9\n", - " 1204\n", - " 19.2\n", - " 1.7\n", + " 434\n", + " 31.5\n", + " 1379\n", + " 29.4\n", + " 2.1\n", " unknown\n", " \n", " \n", " Unknown\n", - " 63\n", - " 18.4\n", - " 343\n", - " 16.3\n", - " 2.1\n", + " 112\n", + " 29.6\n", + " 378\n", + " 27.8\n", + " 1.8\n", " unknown\n", " \n", " \n", @@ -27814,19 +29823,19 @@ " Pfizer\n", " 0\n", " 0.0\n", - " 7\n", " 0\n", + " NaN\n", " 0\n", " unknown\n", " \n", " \n", " Unknown\n", - " 1372\n", - " 42.5\n", - " 3227\n", - " 38.6\n", - " 3.9\n", - " 12-May\n", + " 2408\n", + " 64.2\n", + " 3752\n", + " 61.6\n", + " 2.6\n", + " 05-Aug\n", " \n", " \n", "\n", @@ -27835,155 +29844,155 @@ "text/plain": [ " vaccinated percent \\\n", "category group \n", - "overall overall 1377 21.3 \n", - "sex F 665 20.3 \n", - " M 714 22.4 \n", - "ethnicity_6_groups Black 245 23.0 \n", - " Mixed 245 21.6 \n", - " Other 210 19.2 \n", - " South Asian 210 19.5 \n", - " Unknown 210 21.9 \n", - " White 259 22.7 \n", - "ethnicity_16_groups African 77 21.6 \n", - " Bangladeshi or British Bangladeshi 63 18.8 \n", - " Caribbean 84 23.5 \n", - " Chinese 91 24.5 \n", - " Other 91 27.1 \n", - " Other Asian 77 23.4 \n", - " British or Mixed British 77 22.0 \n", - " Indian or British Indian 77 22.9 \n", - " Irish 77 22.4 \n", - " Other Black 63 20.5 \n", - " Other White 63 19.6 \n", - " Other mixed 70 19.2 \n", - " Pakistani or British Pakistani 70 19.6 \n", - " Unknown 210 21.7 \n", - " White + Asian 84 23.5 \n", - " White + Black African 63 18.0 \n", - " White + Black Caribbean 56 17.0 \n", - "imd_categories 1 Most deprived 259 21.5 \n", - " 2 280 21.9 \n", - " 3 259 21.5 \n", - " 4 259 21.1 \n", - " 5 Least deprived 252 20.9 \n", - " Unknown 63 18.4 \n", + "overall overall 2412 32.4 \n", + "sex F 1197 31.5 \n", + " M 1211 33.1 \n", + "ethnicity_6_groups Black 399 32.4 \n", + " Mixed 462 35.9 \n", + " Other 406 32.0 \n", + " South Asian 399 31.8 \n", + " Unknown 336 29.8 \n", + " White 413 32.1 \n", + "ethnicity_16_groups African 147 34.4 \n", + " Bangladeshi or British Bangladeshi 133 30.6 \n", + " Caribbean 105 28.3 \n", + " Chinese 133 32.2 \n", + " Other 133 32.8 \n", + " Other Asian 133 35.8 \n", + " British or Mixed British 133 33.3 \n", + " Indian or British Indian 133 35.2 \n", + " Irish 119 27.4 \n", + " Other Black 126 31.0 \n", + " Other White 119 31.5 \n", + " Other mixed 119 33.3 \n", + " Pakistani or British Pakistani 133 33.3 \n", + " Unknown 378 33.5 \n", + " White + Asian 133 33.9 \n", + " White + Black African 133 31.7 \n", + " White + Black Caribbean 112 31.4 \n", + "imd_categories 1 Most deprived 476 32.5 \n", + " 2 476 32.2 \n", + " 3 448 32.5 \n", + " 4 469 34.2 \n", + " 5 Least deprived 434 31.5 \n", + " Unknown 112 29.6 \n", "brand_of_first_dose Oxford-AZ 0 0.0 \n", " Pfizer 0 0.0 \n", - " Unknown 1372 42.5 \n", + " Unknown 2408 64.2 \n", "\n", " total \\\n", "category group \n", - "overall overall 6461 \n", - "sex F 3276 \n", - " M 3185 \n", - "ethnicity_6_groups Black 1064 \n", - " Mixed 1134 \n", - " Other 1092 \n", - " South Asian 1078 \n", - " Unknown 959 \n", - " White 1141 \n", - "ethnicity_16_groups African 357 \n", - " Bangladeshi or British Bangladeshi 336 \n", - " Caribbean 357 \n", - " Chinese 371 \n", - " Other 336 \n", - " Other Asian 329 \n", - " British or Mixed British 350 \n", - " Indian or British Indian 336 \n", - " Irish 343 \n", - " Other Black 308 \n", - " Other White 322 \n", - " Other mixed 364 \n", - " Pakistani or British Pakistani 357 \n", - " Unknown 966 \n", - " White + Asian 357 \n", - " White + Black African 350 \n", - " White + Black Caribbean 329 \n", - "imd_categories 1 Most deprived 1204 \n", - " 2 1281 \n", - " 3 1204 \n", - " 4 1225 \n", - " 5 Least deprived 1204 \n", - " Unknown 343 \n", + "overall overall 7455 \n", + "sex F 3794 \n", + " M 3661 \n", + "ethnicity_6_groups Black 1232 \n", + " Mixed 1288 \n", + " Other 1267 \n", + " South Asian 1253 \n", + " Unknown 1127 \n", + " White 1288 \n", + "ethnicity_16_groups African 427 \n", + " Bangladeshi or British Bangladeshi 434 \n", + " Caribbean 371 \n", + " Chinese 413 \n", + " Other 406 \n", + " Other Asian 371 \n", + " British or Mixed British 399 \n", + " Indian or British Indian 378 \n", + " Irish 434 \n", + " Other Black 406 \n", + " Other White 378 \n", + " Other mixed 357 \n", + " Pakistani or British Pakistani 399 \n", + " Unknown 1127 \n", + " White + Asian 392 \n", + " White + Black African 420 \n", + " White + Black Caribbean 357 \n", + "imd_categories 1 Most deprived 1463 \n", + " 2 1477 \n", + " 3 1379 \n", + " 4 1372 \n", + " 5 Least deprived 1379 \n", + " Unknown 378 \n", "brand_of_first_dose Oxford-AZ 0 \n", - " Pfizer 7 \n", - " Unknown 3227 \n", + " Pfizer 0 \n", + " Unknown 3752 \n", "\n", " vaccinated 7d previous (percent) \\\n", "category group \n", - "overall overall 19.4 \n", - "sex F 18.4 \n", - " M 20.4 \n", - "ethnicity_6_groups Black 21.1 \n", - " Mixed 19.8 \n", - " Other 17.9 \n", - " South Asian 17.5 \n", - " Unknown 20.4 \n", - " White 19.6 \n", - "ethnicity_16_groups African 19.6 \n", - " Bangladeshi or British Bangladeshi 16.7 \n", - " Caribbean 19.6 \n", - " Chinese 22.6 \n", - " Other 22.9 \n", - " Other Asian 21.3 \n", - " British or Mixed British 20 \n", - " Indian or British Indian 20.8 \n", - " Irish 20.4 \n", - " Other Black 18.2 \n", - " Other White 19.6 \n", - " Other mixed 17.3 \n", - " Pakistani or British Pakistani 17.6 \n", - " Unknown 20.3 \n", - " White + Asian 21.6 \n", - " White + Black African 16 \n", - " White + Black Caribbean 14.9 \n", - "imd_categories 1 Most deprived 19.8 \n", - " 2 20.2 \n", - " 3 18.6 \n", - " 4 19.4 \n", - " 5 Least deprived 19.2 \n", - " Unknown 16.3 \n", + "overall overall 31 \n", + "sex F 30.4 \n", + " M 31.5 \n", + "ethnicity_6_groups Black 30.7 \n", + " Mixed 34.2 \n", + " Other 30.9 \n", + " South Asian 30.7 \n", + " Unknown 28.6 \n", + " White 30.4 \n", + "ethnicity_16_groups African 32.8 \n", + " Bangladeshi or British Bangladeshi 29 \n", + " Caribbean 26.4 \n", + " Chinese 30.5 \n", + " Other 31 \n", + " Other Asian 34 \n", + " British or Mixed British 31.6 \n", + " Indian or British Indian 33.3 \n", + " Irish 25.8 \n", + " Other Black 29.3 \n", + " Other White 27.8 \n", + " Other mixed 31.4 \n", + " Pakistani or British Pakistani 33.3 \n", + " Unknown 32.3 \n", + " White + Asian 32.1 \n", + " White + Black African 30 \n", + " White + Black Caribbean 29.4 \n", + "imd_categories 1 Most deprived 31.1 \n", + " 2 31.8 \n", + " 3 31.5 \n", + " 4 32.1 \n", + " 5 Least deprived 29.4 \n", + " Unknown 27.8 \n", "brand_of_first_dose Oxford-AZ NaN \n", - " Pfizer 0 \n", - " Unknown 38.6 \n", + " Pfizer NaN \n", + " Unknown 61.6 \n", "\n", " Uptake over last 7d (percent) \\\n", "category group \n", - "overall overall 1.9 \n", - "sex F 1.9 \n", - " M 2 \n", - "ethnicity_6_groups Black 1.9 \n", - " Mixed 1.8 \n", - " Other 1.3 \n", - " South Asian 2 \n", - " Unknown 1.5 \n", - " White 3.1 \n", - "ethnicity_16_groups African 2 \n", - " Bangladeshi or British Bangladeshi 2.1 \n", - " Caribbean 3.9 \n", - " Chinese 1.9 \n", - " Other 4.2 \n", - " Other Asian 2.1 \n", - " British or Mixed British 2 \n", - " Indian or British Indian 2.1 \n", - " Irish 2 \n", - " Other Black 2.3 \n", - " Other White 0 \n", + "overall overall 1.4 \n", + "sex F 1.1 \n", + " M 1.6 \n", + "ethnicity_6_groups Black 1.7 \n", + " Mixed 1.7 \n", + " Other 1.1 \n", + " South Asian 1.1 \n", + " Unknown 1.2 \n", + " White 1.7 \n", + "ethnicity_16_groups African 1.6 \n", + " Bangladeshi or British Bangladeshi 1.6 \n", + " Caribbean 1.9 \n", + " Chinese 1.7 \n", + " Other 1.8 \n", + " Other Asian 1.8 \n", + " British or Mixed British 1.7 \n", + " Indian or British Indian 1.9 \n", + " Irish 1.6 \n", + " Other Black 1.7 \n", + " Other White 3.7 \n", " Other mixed 1.9 \n", - " Pakistani or British Pakistani 2 \n", - " Unknown 1.4 \n", - " White + Asian 1.9 \n", - " White + Black African 2 \n", - " White + Black Caribbean 2.1 \n", - "imd_categories 1 Most deprived 1.7 \n", - " 2 1.7 \n", - " 3 2.9 \n", - " 4 1.7 \n", - " 5 Least deprived 1.7 \n", - " Unknown 2.1 \n", + " Pakistani or British Pakistani 0 \n", + " Unknown 1.2 \n", + " White + Asian 1.8 \n", + " White + Black African 1.7 \n", + " White + Black Caribbean 2 \n", + "imd_categories 1 Most deprived 1.4 \n", + " 2 0.4 \n", + " 3 1 \n", + " 4 2.1 \n", + " 5 Least deprived 2.1 \n", + " Unknown 1.8 \n", "brand_of_first_dose Oxford-AZ 0 \n", " Pfizer 0 \n", - " Unknown 3.9 \n", + " Unknown 2.6 \n", "\n", " Date projected to reach 90% \n", "category group \n", @@ -27995,18 +30004,18 @@ " Other unknown \n", " South Asian unknown \n", " Unknown unknown \n", - " White 17-Jul \n", + " White unknown \n", "ethnicity_16_groups African unknown \n", " Bangladeshi or British Bangladeshi unknown \n", - " Caribbean 15-Jun \n", + " Caribbean unknown \n", " Chinese unknown \n", - " Other 31-May \n", + " Other unknown \n", " Other Asian unknown \n", " British or Mixed British unknown \n", " Indian or British Indian unknown \n", " Irish unknown \n", " Other Black unknown \n", - " Other White unknown \n", + " Other White 15-Sep \n", " Other mixed unknown \n", " Pakistani or British Pakistani unknown \n", " Unknown unknown \n", @@ -28015,13 +30024,13 @@ " White + Black Caribbean unknown \n", "imd_categories 1 Most deprived unknown \n", " 2 unknown \n", - " 3 31-Jul \n", + " 3 unknown \n", " 4 unknown \n", " 5 Least deprived unknown \n", " Unknown unknown \n", "brand_of_first_dose Oxford-AZ unknown \n", " Pfizer unknown \n", - " Unknown 12-May " + " Unknown 05-Aug " ] }, "metadata": {}, @@ -28042,7 +30051,7 @@ { "data": { "text/markdown": [ - "## COVID vaccination rollout (first dose 14w ago) among **18-29** population up to 2021-02-16" + "## COVID vaccination rollout (first dose 14w ago) among **16-17** population up to 2021-05-28" ], "text/plain": [ "" @@ -28108,294 +30117,294 @@ " \n", " overall\n", " overall\n", - " 3796\n", - " 21.2\n", - " 17906\n", - " 19.2\n", - " 2\n", + " 3265\n", + " 31.3\n", + " 10416\n", + " 30\n", + " 1.3\n", " unknown\n", " \n", " \n", " sex\n", " F\n", - " 1946\n", - " 21.3\n", - " 9156\n", - " 19\n", - " 2.3\n", + " 1680\n", + " 31.7\n", + " 5292\n", + " 30.3\n", + " 1.4\n", " unknown\n", " \n", " \n", " M\n", - " 1848\n", - " 21.1\n", - " 8743\n", - " 19.4\n", - " 1.7\n", + " 1582\n", + " 30.8\n", + " 5131\n", + " 29.6\n", + " 1.2\n", " unknown\n", " \n", " \n", " ethnicity_6_groups\n", " Black\n", - " 679\n", - " 21.2\n", - " 3199\n", - " 19.5\n", - " 1.7\n", + " 567\n", + " 31.4\n", + " 1806\n", + " 29.8\n", + " 1.6\n", " unknown\n", " \n", " \n", " Mixed\n", - " 665\n", - " 21.6\n", - " 3080\n", - " 19.8\n", - " 1.8\n", + " 574\n", + " 32.0\n", + " 1792\n", + " 31.2\n", + " 0.8\n", " unknown\n", " \n", " \n", " Other\n", - " 630\n", - " 21.2\n", - " 2968\n", - " 18.6\n", - " 2.6\n", + " 546\n", + " 31.1\n", + " 1757\n", + " 29.5\n", + " 1.6\n", " unknown\n", " \n", " \n", " South Asian\n", - " 616\n", - " 20.5\n", - " 3010\n", - " 18.1\n", - " 2.4\n", + " 539\n", + " 29.8\n", + " 1806\n", + " 29.1\n", + " 0.7\n", " unknown\n", " \n", " \n", " Unknown\n", - " 602\n", - " 22.3\n", - " 2695\n", - " 20.5\n", - " 1.8\n", + " 476\n", + " 32.2\n", + " 1477\n", + " 30.3\n", + " 1.9\n", " unknown\n", " \n", " \n", " White\n", - " 609\n", - " 20.6\n", - " 2954\n", - " 18.7\n", - " 1.9\n", + " 560\n", + " 31.4\n", + " 1785\n", + " 30.2\n", + " 1.2\n", " unknown\n", " \n", " \n", " ethnicity_16_groups\n", " African\n", - " 196\n", - " 19.9\n", - " 987\n", - " 17\n", - " 2.9\n", - " 04-Aug\n", + " 175\n", + " 31.2\n", + " 560\n", + " 28.7\n", + " 2.5\n", + " 08-Nov\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", - " 203\n", - " 21.3\n", - " 952\n", - " 18.4\n", - " 2.9\n", - " 31-Jul\n", + " 182\n", + " 33.3\n", + " 546\n", + " 30.8\n", + " 2.5\n", + " 02-Nov\n", " \n", " \n", " Caribbean\n", - " 231\n", - " 23.9\n", - " 966\n", - " 22.5\n", - " 1.4\n", + " 175\n", + " 32.1\n", + " 546\n", + " 30.8\n", + " 1.3\n", " unknown\n", " \n", " \n", " Chinese\n", - " 210\n", - " 22.9\n", - " 917\n", - " 21.4\n", - " 1.5\n", + " 161\n", + " 30.7\n", + " 525\n", + " 29.3\n", + " 1.4\n", " unknown\n", " \n", " \n", " Other\n", - " 196\n", - " 20.7\n", - " 945\n", - " 19.3\n", - " 1.4\n", + " 175\n", + " 30.5\n", + " 574\n", + " 30.5\n", + " 0\n", " unknown\n", " \n", " \n", " Other Asian\n", - " 203\n", - " 22.1\n", - " 917\n", - " 20.6\n", - " 1.5\n", + " 154\n", + " 29.7\n", + " 518\n", + " 29.7\n", + " 0\n", " unknown\n", " \n", " \n", " British or Mixed British\n", - " 182\n", - " 19.7\n", - " 924\n", - " 18.2\n", - " 1.5\n", + " 175\n", + " 30.5\n", + " 574\n", + " 29.3\n", + " 1.2\n", " unknown\n", " \n", " \n", " Indian or British Indian\n", - " 203\n", - " 21.0\n", - " 966\n", - " 18.8\n", - " 2.2\n", + " 175\n", + " 30.5\n", + " 574\n", + " 29.3\n", + " 1.2\n", " unknown\n", " \n", " \n", " Irish\n", - " 196\n", - " 20.3\n", - " 966\n", - " 18.8\n", - " 1.5\n", + " 175\n", + " 31.2\n", + " 560\n", + " 31.2\n", + " 0\n", " unknown\n", " \n", " \n", " Other Black\n", - " 196\n", - " 20.4\n", - " 959\n", - " 19\n", - " 1.4\n", + " 189\n", + " 32.9\n", + " 574\n", + " 31.7\n", + " 1.2\n", " unknown\n", " \n", " \n", " Other White\n", - " 189\n", - " 20.3\n", - " 931\n", - " 18\n", - " 2.3\n", + " 154\n", + " 28.6\n", + " 539\n", + " 28.6\n", + " 0\n", " unknown\n", " \n", " \n", " Other mixed\n", - " 196\n", - " 19.7\n", - " 994\n", - " 17.6\n", - " 2.1\n", + " 182\n", + " 32.9\n", + " 553\n", + " 31.6\n", + " 1.3\n", " unknown\n", " \n", " \n", " Pakistani or British Pakistani\n", - " 203\n", - " 21.2\n", - " 959\n", - " 19\n", - " 2.2\n", + " 154\n", + " 28.9\n", + " 532\n", + " 27.6\n", + " 1.3\n", " unknown\n", " \n", " \n", " Unknown\n", - " 560\n", - " 20.6\n", - " 2716\n", - " 18.6\n", - " 2\n", + " 504\n", + " 31.7\n", + " 1589\n", + " 30.4\n", + " 1.3\n", " unknown\n", " \n", " \n", " White + Asian\n", - " 217\n", - " 22.0\n", - " 987\n", - " 20.6\n", - " 1.4\n", + " 161\n", + " 29.5\n", + " 546\n", + " 28.2\n", + " 1.3\n", " unknown\n", " \n", " \n", " White + Black African\n", - " 210\n", - " 23.4\n", - " 896\n", - " 21.1\n", - " 2.3\n", - " unknown\n", + " 189\n", + " 32.9\n", + " 574\n", + " 30.5\n", + " 2.4\n", + " 10-Nov\n", " \n", " \n", " White + Black Caribbean\n", - " 203\n", - " 22.3\n", - " 910\n", - " 20.8\n", - " 1.5\n", + " 175\n", + " 32.9\n", + " 532\n", + " 31.6\n", + " 1.3\n", " unknown\n", " \n", " \n", " imd_categories\n", " 1 Most deprived\n", - " 700\n", - " 20.5\n", - " 3416\n", - " 18.6\n", - " 1.9\n", + " 574\n", + " 29.6\n", + " 1939\n", + " 28.2\n", + " 1.4\n", " unknown\n", " \n", " \n", " 2\n", - " 714\n", - " 21.1\n", - " 3381\n", - " 19.3\n", - " 1.8\n", + " 609\n", + " 31.3\n", + " 1946\n", + " 29.9\n", + " 1.4\n", " unknown\n", " \n", " \n", " 3\n", - " 742\n", - " 21.9\n", - " 3395\n", - " 19.8\n", - " 2.1\n", + " 637\n", + " 32.0\n", + " 1988\n", + " 31\n", + " 1\n", " unknown\n", " \n", " \n", " 4\n", - " 728\n", - " 21.6\n", - " 3374\n", - " 19.3\n", - " 2.3\n", + " 658\n", + " 32.9\n", + " 2002\n", + " 31.1\n", + " 1.8\n", " unknown\n", " \n", " \n", " 5 Least deprived\n", - " 728\n", - " 21.1\n", - " 3451\n", - " 18.9\n", - " 2.2\n", + " 644\n", + " 31.5\n", + " 2044\n", + " 29.8\n", + " 1.7\n", " unknown\n", " \n", " \n", " Unknown\n", - " 189\n", - " 21.3\n", - " 889\n", - " 19.7\n", - " 1.6\n", + " 154\n", + " 31.0\n", + " 497\n", + " 29.6\n", + " 1.4\n", " unknown\n", " \n", " \n", @@ -28412,19 +30421,19 @@ " Pfizer\n", " 0\n", " 0.0\n", - " 14\n", " 0\n", + " NaN\n", " 0\n", " unknown\n", " \n", " \n", " Unknown\n", - " 3794\n", - " 42.3\n", - " 8974\n", - " 38.2\n", - " 4.1\n", - " 08-May\n", + " 3262\n", + " 63.1\n", + " 5173\n", + " 60.4\n", + " 2.7\n", + " 05-Aug\n", " \n", " \n", "\n", @@ -28433,155 +30442,155 @@ "text/plain": [ " vaccinated percent \\\n", "category group \n", - "overall overall 3796 21.2 \n", - "sex F 1946 21.3 \n", - " M 1848 21.1 \n", - "ethnicity_6_groups Black 679 21.2 \n", - " Mixed 665 21.6 \n", - " Other 630 21.2 \n", - " South Asian 616 20.5 \n", - " Unknown 602 22.3 \n", - " White 609 20.6 \n", - "ethnicity_16_groups African 196 19.9 \n", - " Bangladeshi or British Bangladeshi 203 21.3 \n", - " Caribbean 231 23.9 \n", - " Chinese 210 22.9 \n", - " Other 196 20.7 \n", - " Other Asian 203 22.1 \n", - " British or Mixed British 182 19.7 \n", - " Indian or British Indian 203 21.0 \n", - " Irish 196 20.3 \n", - " Other Black 196 20.4 \n", - " Other White 189 20.3 \n", - " Other mixed 196 19.7 \n", - " Pakistani or British Pakistani 203 21.2 \n", - " Unknown 560 20.6 \n", - " White + Asian 217 22.0 \n", - " White + Black African 210 23.4 \n", - " White + Black Caribbean 203 22.3 \n", - "imd_categories 1 Most deprived 700 20.5 \n", - " 2 714 21.1 \n", - " 3 742 21.9 \n", - " 4 728 21.6 \n", - " 5 Least deprived 728 21.1 \n", - " Unknown 189 21.3 \n", + "overall overall 3265 31.3 \n", + "sex F 1680 31.7 \n", + " M 1582 30.8 \n", + "ethnicity_6_groups Black 567 31.4 \n", + " Mixed 574 32.0 \n", + " Other 546 31.1 \n", + " South Asian 539 29.8 \n", + " Unknown 476 32.2 \n", + " White 560 31.4 \n", + "ethnicity_16_groups African 175 31.2 \n", + " Bangladeshi or British Bangladeshi 182 33.3 \n", + " Caribbean 175 32.1 \n", + " Chinese 161 30.7 \n", + " Other 175 30.5 \n", + " Other Asian 154 29.7 \n", + " British or Mixed British 175 30.5 \n", + " Indian or British Indian 175 30.5 \n", + " Irish 175 31.2 \n", + " Other Black 189 32.9 \n", + " Other White 154 28.6 \n", + " Other mixed 182 32.9 \n", + " Pakistani or British Pakistani 154 28.9 \n", + " Unknown 504 31.7 \n", + " White + Asian 161 29.5 \n", + " White + Black African 189 32.9 \n", + " White + Black Caribbean 175 32.9 \n", + "imd_categories 1 Most deprived 574 29.6 \n", + " 2 609 31.3 \n", + " 3 637 32.0 \n", + " 4 658 32.9 \n", + " 5 Least deprived 644 31.5 \n", + " Unknown 154 31.0 \n", "brand_of_first_dose Oxford-AZ 0 0.0 \n", " Pfizer 0 0.0 \n", - " Unknown 3794 42.3 \n", + " Unknown 3262 63.1 \n", "\n", " total \\\n", "category group \n", - "overall overall 17906 \n", - "sex F 9156 \n", - " M 8743 \n", - "ethnicity_6_groups Black 3199 \n", - " Mixed 3080 \n", - " Other 2968 \n", - " South Asian 3010 \n", - " Unknown 2695 \n", - " White 2954 \n", - "ethnicity_16_groups African 987 \n", - " Bangladeshi or British Bangladeshi 952 \n", - " Caribbean 966 \n", - " Chinese 917 \n", - " Other 945 \n", - " Other Asian 917 \n", - " British or Mixed British 924 \n", - " Indian or British Indian 966 \n", - " Irish 966 \n", - " Other Black 959 \n", - " Other White 931 \n", - " Other mixed 994 \n", - " Pakistani or British Pakistani 959 \n", - " Unknown 2716 \n", - " White + Asian 987 \n", - " White + Black African 896 \n", - " White + Black Caribbean 910 \n", - "imd_categories 1 Most deprived 3416 \n", - " 2 3381 \n", - " 3 3395 \n", - " 4 3374 \n", - " 5 Least deprived 3451 \n", - " Unknown 889 \n", + "overall overall 10416 \n", + "sex F 5292 \n", + " M 5131 \n", + "ethnicity_6_groups Black 1806 \n", + " Mixed 1792 \n", + " Other 1757 \n", + " South Asian 1806 \n", + " Unknown 1477 \n", + " White 1785 \n", + "ethnicity_16_groups African 560 \n", + " Bangladeshi or British Bangladeshi 546 \n", + " Caribbean 546 \n", + " Chinese 525 \n", + " Other 574 \n", + " Other Asian 518 \n", + " British or Mixed British 574 \n", + " Indian or British Indian 574 \n", + " Irish 560 \n", + " Other Black 574 \n", + " Other White 539 \n", + " Other mixed 553 \n", + " Pakistani or British Pakistani 532 \n", + " Unknown 1589 \n", + " White + Asian 546 \n", + " White + Black African 574 \n", + " White + Black Caribbean 532 \n", + "imd_categories 1 Most deprived 1939 \n", + " 2 1946 \n", + " 3 1988 \n", + " 4 2002 \n", + " 5 Least deprived 2044 \n", + " Unknown 497 \n", "brand_of_first_dose Oxford-AZ 0 \n", - " Pfizer 14 \n", - " Unknown 8974 \n", + " Pfizer 0 \n", + " Unknown 5173 \n", "\n", " vaccinated 7d previous (percent) \\\n", "category group \n", - "overall overall 19.2 \n", - "sex F 19 \n", - " M 19.4 \n", - "ethnicity_6_groups Black 19.5 \n", - " Mixed 19.8 \n", - " Other 18.6 \n", - " South Asian 18.1 \n", - " Unknown 20.5 \n", - " White 18.7 \n", - "ethnicity_16_groups African 17 \n", - " Bangladeshi or British Bangladeshi 18.4 \n", - " Caribbean 22.5 \n", - " Chinese 21.4 \n", - " Other 19.3 \n", - " Other Asian 20.6 \n", - " British or Mixed British 18.2 \n", - " Indian or British Indian 18.8 \n", - " Irish 18.8 \n", - " Other Black 19 \n", - " Other White 18 \n", - " Other mixed 17.6 \n", - " Pakistani or British Pakistani 19 \n", - " Unknown 18.6 \n", - " White + Asian 20.6 \n", - " White + Black African 21.1 \n", - " White + Black Caribbean 20.8 \n", - "imd_categories 1 Most deprived 18.6 \n", - " 2 19.3 \n", - " 3 19.8 \n", - " 4 19.3 \n", - " 5 Least deprived 18.9 \n", - " Unknown 19.7 \n", + "overall overall 30 \n", + "sex F 30.3 \n", + " M 29.6 \n", + "ethnicity_6_groups Black 29.8 \n", + " Mixed 31.2 \n", + " Other 29.5 \n", + " South Asian 29.1 \n", + " Unknown 30.3 \n", + " White 30.2 \n", + "ethnicity_16_groups African 28.7 \n", + " Bangladeshi or British Bangladeshi 30.8 \n", + " Caribbean 30.8 \n", + " Chinese 29.3 \n", + " Other 30.5 \n", + " Other Asian 29.7 \n", + " British or Mixed British 29.3 \n", + " Indian or British Indian 29.3 \n", + " Irish 31.2 \n", + " Other Black 31.7 \n", + " Other White 28.6 \n", + " Other mixed 31.6 \n", + " Pakistani or British Pakistani 27.6 \n", + " Unknown 30.4 \n", + " White + Asian 28.2 \n", + " White + Black African 30.5 \n", + " White + Black Caribbean 31.6 \n", + "imd_categories 1 Most deprived 28.2 \n", + " 2 29.9 \n", + " 3 31 \n", + " 4 31.1 \n", + " 5 Least deprived 29.8 \n", + " Unknown 29.6 \n", "brand_of_first_dose Oxford-AZ NaN \n", - " Pfizer 0 \n", - " Unknown 38.2 \n", + " Pfizer NaN \n", + " Unknown 60.4 \n", "\n", " Uptake over last 7d (percent) \\\n", "category group \n", - "overall overall 2 \n", - "sex F 2.3 \n", - " M 1.7 \n", - "ethnicity_6_groups Black 1.7 \n", - " Mixed 1.8 \n", - " Other 2.6 \n", - " South Asian 2.4 \n", - " Unknown 1.8 \n", - " White 1.9 \n", - "ethnicity_16_groups African 2.9 \n", - " Bangladeshi or British Bangladeshi 2.9 \n", - " Caribbean 1.4 \n", - " Chinese 1.5 \n", - " Other 1.4 \n", - " Other Asian 1.5 \n", - " British or Mixed British 1.5 \n", - " Indian or British Indian 2.2 \n", - " Irish 1.5 \n", - " Other Black 1.4 \n", - " Other White 2.3 \n", - " Other mixed 2.1 \n", - " Pakistani or British Pakistani 2.2 \n", - " Unknown 2 \n", - " White + Asian 1.4 \n", - " White + Black African 2.3 \n", - " White + Black Caribbean 1.5 \n", - "imd_categories 1 Most deprived 1.9 \n", - " 2 1.8 \n", - " 3 2.1 \n", - " 4 2.3 \n", - " 5 Least deprived 2.2 \n", - " Unknown 1.6 \n", + "overall overall 1.3 \n", + "sex F 1.4 \n", + " M 1.2 \n", + "ethnicity_6_groups Black 1.6 \n", + " Mixed 0.8 \n", + " Other 1.6 \n", + " South Asian 0.7 \n", + " Unknown 1.9 \n", + " White 1.2 \n", + "ethnicity_16_groups African 2.5 \n", + " Bangladeshi or British Bangladeshi 2.5 \n", + " Caribbean 1.3 \n", + " Chinese 1.4 \n", + " Other 0 \n", + " Other Asian 0 \n", + " British or Mixed British 1.2 \n", + " Indian or British Indian 1.2 \n", + " Irish 0 \n", + " Other Black 1.2 \n", + " Other White 0 \n", + " Other mixed 1.3 \n", + " Pakistani or British Pakistani 1.3 \n", + " Unknown 1.3 \n", + " White + Asian 1.3 \n", + " White + Black African 2.4 \n", + " White + Black Caribbean 1.3 \n", + "imd_categories 1 Most deprived 1.4 \n", + " 2 1.4 \n", + " 3 1 \n", + " 4 1.8 \n", + " 5 Least deprived 1.7 \n", + " Unknown 1.4 \n", "brand_of_first_dose Oxford-AZ 0 \n", " Pfizer 0 \n", - " Unknown 4.1 \n", + " Unknown 2.7 \n", "\n", " Date projected to reach 90% \n", "category group \n", @@ -28594,8 +30603,8 @@ " South Asian unknown \n", " Unknown unknown \n", " White unknown \n", - "ethnicity_16_groups African 04-Aug \n", - " Bangladeshi or British Bangladeshi 31-Jul \n", + "ethnicity_16_groups African 08-Nov \n", + " Bangladeshi or British Bangladeshi 02-Nov \n", " Caribbean unknown \n", " Chinese unknown \n", " Other unknown \n", @@ -28609,7 +30618,7 @@ " Pakistani or British Pakistani unknown \n", " Unknown unknown \n", " White + Asian unknown \n", - " White + Black African unknown \n", + " White + Black African 10-Nov \n", " White + Black Caribbean unknown \n", "imd_categories 1 Most deprived unknown \n", " 2 unknown \n", @@ -28619,7 +30628,7 @@ " Unknown unknown \n", "brand_of_first_dose Oxford-AZ unknown \n", " Pfizer unknown \n", - " Unknown 08-May " + " Unknown 05-Aug " ] }, "metadata": {}, From ab91b4749c3a284c8783ca6e9e4edc14b0e3b660 Mon Sep 17 00:00:00 2001 From: HelenCEBM Date: Tue, 7 Sep 2021 12:52:14 +0100 Subject: [PATCH 4/6] Exclude 16-17s from second dose report for now Few currently eligible --- notebooks/diffable_python/second_doses.py | 4 +- notebooks/second_doses.ipynb | 9026 +++++++++++---------- 2 files changed, 4576 insertions(+), 4454 deletions(-) diff --git a/notebooks/diffable_python/second_doses.py b/notebooks/diffable_python/second_doses.py index c180f67..f9244e6 100644 --- a/notebooks/diffable_python/second_doses.py +++ b/notebooks/diffable_python/second_doses.py @@ -84,14 +84,14 @@ tablelist = find_and_sort_filenames("tables", by_demographics_or_population="population", pre_string="among ", tail_string=" population.csv", population_subset="Cumulative first dose 14w ago", - files_to_exclude=["Cumulative first dose 14w ago vaccination figures among 16-64, not in other eligible groups shown population.csv"], + files_to_exclude=["Cumulative first dose 14w ago vaccination figures among 16-17 population.csv"], ) # get 2nd dose figures for each group tablelist_2nd = find_and_sort_filenames("tables", by_demographics_or_population="population", pre_string="among ", tail_string=" population.csv", population_subset="Cumulative second dose vaccination", - files_to_exclude=["Cumulative second dose vaccination figures among 16-64, not in other eligible groups shown population.cscv"], + files_to_exclude=["Cumulative second dose vaccination figures among 16-17 population.csv"], ) diff --git a/notebooks/second_doses.ipynb b/notebooks/second_doses.ipynb index eeeb4d0..3cbe164 100644 --- a/notebooks/second_doses.ipynb +++ b/notebooks/second_doses.ipynb @@ -49,7 +49,7 @@ { "data": { "text/markdown": [ - "### Report last updated **27 Jul 2021**" + "### Report last updated **06 Sep 2021**" ], "text/plain": [ "" @@ -61,7 +61,7 @@ { "data": { "text/markdown": [ - "### Second dose vaccinations included up to **25 May 2021** inclusive" + "### Second dose vaccinations included up to **03 Sep 2021** inclusive" ], "text/plain": [ "" @@ -73,7 +73,7 @@ { "data": { "text/markdown": [ - "### Only persons who had their first dose between the start of the campaign (**7 Dec 2020**) and 14 weeks ago (**16 Feb 2021**) are included in the 'due' group." + "### Only persons who had their first dose between the start of the campaign (**7 Dec 2020**) and 14 weeks ago (**28 May 2021**) are included in the 'due' group." ], "text/plain": [ "" @@ -138,7 +138,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -189,7 +189,7 @@ " \n", " \n", " \n", - " Second Doses due at 25 May (n)\n", + " Second Doses due at 03 Sep (n)\n", " Second doses overdue (n)\n", " Second doses given (n)\n", " Second doses given (% of due)\n", @@ -209,271 +209,279 @@ " \n", " overall\n", " overall\n", - " 447\n", - " 316\n", - " 131\n", - " 29.3\n", - " 2,114\n", + " 666\n", + " 459\n", + " 207\n", + " 31.1\n", + " 2,051\n", " \n", " \n", " Sex\n", " F\n", + " 343\n", " 224\n", - " 161\n", - " 63\n", - " 28.1\n", - " 1,085\n", + " 119\n", + " 34.7\n", + " 1,071\n", " \n", " \n", " M\n", - " 224\n", - " 154\n", - " 70\n", - " 31.2\n", - " 1,029\n", + " 322\n", + " 231\n", + " 91\n", + " 28.3\n", + " 980\n", " \n", " \n", - " Age band\n", + " Age band\n", " 0\n", - " 28\n", + " 0\n", + " 0\n", + " 0\n", + " NaN\n", " 21\n", - " 7\n", - " 25.0\n", - " 119\n", " \n", " \n", " 0-15\n", + " 35\n", " 28\n", - " 28\n", - " 0\n", - " 0.0\n", - " 140\n", + " 7\n", + " 20.0\n", + " 126\n", " \n", " \n", - " 16-29\n", + " 16-17\n", + " 63\n", + " 42\n", " 21\n", + " 33.3\n", + " 154\n", + " \n", + " \n", + " 18-29\n", + " 42\n", + " 28\n", " 14\n", - " 7\n", " 33.3\n", - " 140\n", + " 147\n", " \n", " \n", " 30-34\n", + " 42\n", " 28\n", - " 21\n", - " 7\n", - " 25.0\n", - " 140\n", + " 14\n", + " 33.3\n", + " 112\n", " \n", " \n", " 35-39\n", + " 35\n", " 21\n", - " 21\n", - " 0\n", - " 0.0\n", - " 119\n", + " 14\n", + " 40.0\n", + " 126\n", " \n", " \n", " 40-44\n", - " 28\n", - " 21\n", - " 7\n", - " 25.0\n", - " 133\n", + " 49\n", + " 35\n", + " 14\n", + " 28.6\n", + " 126\n", " \n", " \n", " 45-49\n", - " 21\n", + " 49\n", + " 35\n", " 14\n", - " 7\n", - " 33.3\n", - " 133\n", + " 28.6\n", + " 140\n", " \n", " \n", " 50-54\n", - " 42\n", - " 28\n", + " 35\n", + " 21\n", " 14\n", - " 33.3\n", - " 147\n", + " 40.0\n", + " 126\n", " \n", " \n", " 55-59\n", + " 35\n", " 28\n", - " 21\n", " 7\n", - " 25.0\n", - " 133\n", + " 20.0\n", + " 126\n", " \n", " \n", " 60-64\n", + " 42\n", " 28\n", - " 21\n", - " 7\n", - " 25.0\n", - " 133\n", + " 14\n", + " 33.3\n", + " 119\n", " \n", " \n", " 65-69\n", - " 21\n", - " 21\n", - " 0\n", - " 0.0\n", - " 133\n", + " 56\n", + " 42\n", + " 14\n", + " 25.0\n", + " 154\n", " \n", " \n", " 70-74\n", - " 42\n", - " 28\n", + " 49\n", + " 35\n", " 14\n", - " 33.3\n", - " 126\n", + " 28.6\n", + " 140\n", " \n", " \n", " 75-79\n", - " 21\n", + " 42\n", + " 28\n", " 14\n", - " 7\n", " 33.3\n", - " 119\n", + " 126\n", " \n", " \n", " 80-84\n", - " 35\n", + " 42\n", " 28\n", - " 7\n", - " 20.0\n", + " 14\n", + " 33.3\n", " 140\n", " \n", " \n", " 85-89\n", + " 42\n", " 28\n", - " 28\n", - " 0\n", - " 0.0\n", + " 14\n", + " 33.3\n", " 140\n", " \n", " \n", " 90+\n", - " 28\n", - " 21\n", " 7\n", - " 25.0\n", - " 126\n", + " 7\n", + " 0\n", + " 0.0\n", + " 28\n", " \n", " \n", " Ethnicity (broad categories)\n", " Black\n", - " 84\n", - " 56\n", - " 28\n", + " 105\n", + " 70\n", + " 35\n", " 33.3\n", - " 378\n", + " 350\n", " \n", " \n", " Mixed\n", - " 70\n", - " 56\n", - " 14\n", - " 20.0\n", - " 343\n", + " 112\n", + " 84\n", + " 28\n", + " 25.0\n", + " 350\n", " \n", " \n", " Other\n", - " 63\n", - " 49\n", - " 14\n", - " 22.2\n", - " 357\n", + " 133\n", + " 91\n", + " 42\n", + " 31.6\n", + " 371\n", " \n", " \n", " South Asian\n", + " 119\n", " 77\n", - " 49\n", - " 28\n", - " 36.4\n", - " 357\n", + " 42\n", + " 35.3\n", + " 336\n", " \n", " \n", " Unknown\n", - " 70\n", - " 49\n", - " 21\n", - " 30.0\n", - " 301\n", + " 98\n", + " 63\n", + " 35\n", + " 35.7\n", + " 315\n", " \n", " \n", " White\n", - " 77\n", - " 56\n", - " 21\n", - " 27.3\n", - " 371\n", + " 98\n", + " 70\n", + " 28\n", + " 28.6\n", + " 329\n", " \n", " \n", " ethnicity 16 groups\n", " African\n", - " 28\n", - " 21\n", + " 42\n", + " 35\n", " 7\n", - " 25.0\n", + " 16.7\n", " 119\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", + " 35\n", " 21\n", " 14\n", - " 7\n", - " 33.3\n", + " 40.0\n", " 112\n", " \n", " \n", " Caribbean\n", - " 21\n", - " 14\n", + " 35\n", + " 28\n", " 7\n", - " 33.3\n", - " 119\n", + " 20.0\n", + " 126\n", " \n", " \n", " Chinese\n", + " 42\n", " 28\n", " 14\n", - " 14\n", - " 50.0\n", - " 119\n", + " 33.3\n", + " 112\n", " \n", " \n", " Other\n", " 35\n", - " 28\n", - " 7\n", - " 20.0\n", + " 21\n", + " 14\n", + " 40.0\n", " 112\n", " \n", " \n", " Other Asian\n", + " 35\n", " 21\n", " 14\n", - " 7\n", - " 33.3\n", + " 40.0\n", " 105\n", " \n", " \n", " British or Mixed British\n", - " 14\n", - " 14\n", + " 28\n", + " 28\n", " 0\n", " 0.0\n", - " 98\n", + " 91\n", " \n", " \n", " Indian or British Indian\n", + " 35\n", " 28\n", - " 21\n", " 7\n", - " 25.0\n", - " 112\n", + " 20.0\n", + " 119\n", " \n", " \n", " Irish\n", @@ -481,112 +489,112 @@ " 21\n", " 7\n", " 25.0\n", - " 126\n", + " 98\n", " \n", " \n", " Other Black\n", + " 35\n", " 21\n", " 14\n", - " 7\n", - " 33.3\n", + " 40.0\n", " 112\n", " \n", " \n", " Other White\n", - " 14\n", - " 14\n", - " 0\n", - " 0.0\n", - " 98\n", + " 42\n", + " 35\n", + " 7\n", + " 16.7\n", + " 119\n", " \n", " \n", " Other mixed\n", - " 28\n", + " 35\n", " 21\n", - " 7\n", - " 25.0\n", - " 119\n", + " 14\n", + " 40.0\n", + " 112\n", " \n", " \n", " Pakistani or British Pakistani\n", - " 21\n", - " 21\n", - " 0\n", - " 0.0\n", - " 105\n", + " 42\n", + " 35\n", + " 7\n", + " 16.7\n", + " 98\n", " \n", " \n", " Unknown\n", - " 56\n", - " 42\n", - " 14\n", - " 25.0\n", - " 294\n", + " 98\n", + " 63\n", + " 35\n", + " 35.7\n", + " 301\n", " \n", " \n", " White + Asian\n", - " 21\n", + " 42\n", + " 28\n", " 14\n", - " 7\n", " 33.3\n", - " 112\n", + " 105\n", " \n", " \n", " White + Black African\n", + " 35\n", " 28\n", - " 21\n", " 7\n", - " 25.0\n", + " 20.0\n", " 112\n", " \n", " \n", " White + Black Caribbean\n", " 28\n", - " 28\n", - " 0\n", - " 0.0\n", - " 140\n", + " 21\n", + " 7\n", + " 25.0\n", + " 98\n", " \n", " \n", " Index of Multiple Deprivation (quintiles)\n", " 1 Most deprived\n", - " 77\n", - " 49\n", - " 28\n", - " 36.4\n", - " 406\n", + " 133\n", + " 91\n", + " 42\n", + " 31.6\n", + " 399\n", " \n", " \n", " 2\n", - " 91\n", - " 70\n", - " 21\n", - " 23.1\n", - " 371\n", + " 112\n", + " 77\n", + " 35\n", + " 31.2\n", + " 392\n", " \n", " \n", " 3\n", - " 84\n", - " 63\n", - " 21\n", - " 25.0\n", - " 420\n", + " 133\n", + " 91\n", + " 42\n", + " 31.6\n", + " 371\n", " \n", " \n", " 4\n", - " 91\n", - " 70\n", - " 21\n", - " 23.1\n", + " 140\n", + " 98\n", + " 42\n", + " 30.0\n", " 413\n", " \n", " \n", " 5 Least deprived\n", + " 119\n", " 77\n", - " 56\n", - " 21\n", - " 27.3\n", - " 413\n", + " 42\n", + " 35.3\n", + " 378\n", " \n", " \n", " Unknown\n", @@ -594,68 +602,67 @@ " 21\n", " 7\n", " 25.0\n", - " 98\n", + " 91\n", " \n", " \n", " BMI\n", " 30+\n", + " 196\n", " 140\n", - " 91\n", - " 49\n", - " 35.0\n", - " 672\n", + " 56\n", + " 28.6\n", + " 588\n", " \n", " \n", " under 30\n", - " 301\n", - " 217\n", - " 84\n", - " 27.9\n", - " 1,442\n", + " 476\n", + " 322\n", + " 154\n", + " 32.4\n", + " 1,463\n", " \n", " \n", - " Chronic cardiac disease\n", + " Chronic cardiac disease\n", " no\n", - " 441\n", - " 308\n", - " 133\n", - " 30.2\n", - " 2,086\n", + " 665\n", + " 462\n", + " 203\n", + " 30.5\n", + " 2,030\n", " \n", " \n", - " Current COPD\n", - " no\n", - " 448\n", - " 315\n", - " 133\n", - " 29.7\n", - " 2,100\n", + " yes\n", + " 0\n", + " 0\n", + " 0\n", + " NaN\n", + " 21\n", " \n", " \n", - " Dialysis\n", + " Current COPD\n", " no\n", - " 441\n", - " 315\n", - " 126\n", - " 28.6\n", - " 2,093\n", + " 658\n", + " 455\n", + " 203\n", + " 30.9\n", + " 2,030\n", " \n", " \n", " yes\n", + " 14\n", + " 14\n", " 0\n", - " 0\n", - " 0\n", - " NaN\n", + " 0.0\n", " 21\n", " \n", " \n", - " DMARDs\n", + " Dialysis\n", " no\n", - " 441\n", - " 315\n", - " 126\n", - " 28.6\n", - " 2,093\n", + " 665\n", + " 462\n", + " 203\n", + " 30.5\n", + " 2,037\n", " \n", " \n", " yes\n", @@ -663,33 +670,42 @@ " 0\n", " 0\n", " NaN\n", - " 21\n", + " 14\n", + " \n", + " \n", + " DMARDs\n", + " no\n", + " 658\n", + " 448\n", + " 210\n", + " 31.9\n", + " 2,030\n", " \n", " \n", " Dementia\n", " no\n", - " 441\n", - " 315\n", - " 126\n", - " 28.6\n", - " 2,093\n", + " 658\n", + " 455\n", + " 203\n", + " 30.9\n", + " 2,030\n", " \n", " \n", " yes\n", - " 7\n", - " 7\n", " 0\n", - " 0.0\n", + " 0\n", + " 0\n", + " NaN\n", " 21\n", " \n", " \n", " Psychosis, schizophrenia, or bipolar\n", " no\n", - " 441\n", - " 308\n", - " 133\n", - " 30.2\n", - " 2,093\n", + " 665\n", + " 462\n", + " 203\n", + " 30.5\n", + " 2,037\n", " \n", " \n", " yes\n", @@ -697,51 +713,33 @@ " 0\n", " 0\n", " NaN\n", - " 21\n", + " 14\n", " \n", " \n", " Learning disability\n", " no\n", - " 434\n", - " 308\n", - " 126\n", - " 29.0\n", - " 2,065\n", + " 651\n", + " 448\n", + " 203\n", + " 31.2\n", + " 2,002\n", " \n", " \n", " yes\n", " 14\n", - " 14\n", - " 0\n", - " 0.0\n", + " 7\n", + " 7\n", + " 50.0\n", " 49\n", " \n", " \n", - " SSRI (last 12 months)\n", - " no\n", - " 441\n", - " 308\n", - " 133\n", - " 30.2\n", - " 2,093\n", - " \n", - " \n", - " Chemo or radiotherapy\n", - " no\n", - " 441\n", - " 308\n", - " 133\n", - " 30.2\n", - " 2,093\n", - " \n", - " \n", - " Cancer (lung)\n", + " SSRI (last 12 months)\n", " no\n", - " 441\n", - " 308\n", - " 133\n", - " 30.2\n", - " 2,100\n", + " 665\n", + " 462\n", + " 203\n", + " 30.5\n", + " 2,037\n", " \n", " \n", " yes\n", @@ -752,13 +750,13 @@ " 14\n", " \n", " \n", - " Cancer (excluding lung/haem)\n", + " Chemo or radiotherapy\n", " no\n", - " 441\n", - " 308\n", - " 133\n", - " 30.2\n", - " 2,093\n", + " 658\n", + " 455\n", + " 203\n", + " 30.9\n", + " 2,023\n", " \n", " \n", " yes\n", @@ -766,408 +764,436 @@ " 0\n", " 0\n", " NaN\n", - " 21\n", + " 28\n", " \n", " \n", - " Cancer (haematological)\n", + " Cancer (lung)\n", " no\n", - " 441\n", - " 308\n", - " 133\n", - " 30.2\n", - " 2,100\n", + " 658\n", + " 455\n", + " 203\n", + " 30.9\n", + " 2,030\n", " \n", " \n", " yes\n", + " 7\n", + " 7\n", " 0\n", - " 0\n", - " 0\n", - " NaN\n", - " 14\n", + " 0.0\n", + " 21\n", " \n", " \n", - " brand of first dose\n", - " Unknown\n", - " 448\n", - " 315\n", - " 133\n", - " 29.7\n", - " 1,064\n", + " Cancer (excluding lung/haem)\n", + " no\n", + " 665\n", + " 455\n", + " 210\n", + " 31.6\n", + " 2,037\n", + " \n", + " \n", + " Cancer (haematological)\n", + " no\n", + " 665\n", + " 455\n", + " 210\n", + " 31.6\n", + " 2,037\n", + " \n", + " \n", + " brand of first dose\n", + " Unknown\n", + " 665\n", + " 455\n", + " 210\n", + " 31.6\n", + " 1,029\n", " \n", " \n", "\n", "" ], "text/plain": [ - " Second Doses due at 25 May (n) \\\n", + " Second Doses due at 03 Sep (n) \\\n", "Category Group \n", - "overall overall 447 \n", - "Sex F 224 \n", - " M 224 \n", - "Age band 0 28 \n", - " 0-15 28 \n", - " 16-29 21 \n", - " 30-34 28 \n", - " 35-39 21 \n", - " 40-44 28 \n", - " 45-49 21 \n", - " 50-54 42 \n", - " 55-59 28 \n", - " 60-64 28 \n", - " 65-69 21 \n", - " 70-74 42 \n", - " 75-79 21 \n", - " 80-84 35 \n", - " 85-89 28 \n", - " 90+ 28 \n", - "Ethnicity (broad categories) Black 84 \n", - " Mixed 70 \n", - " Other 63 \n", - " South Asian 77 \n", - " Unknown 70 \n", - " White 77 \n", - "ethnicity 16 groups African 28 \n", - " Bangladeshi or British Bangladeshi 21 \n", - " Caribbean 21 \n", - " Chinese 28 \n", + "overall overall 666 \n", + "Sex F 343 \n", + " M 322 \n", + "Age band 0 0 \n", + " 0-15 35 \n", + " 16-17 63 \n", + " 18-29 42 \n", + " 30-34 42 \n", + " 35-39 35 \n", + " 40-44 49 \n", + " 45-49 49 \n", + " 50-54 35 \n", + " 55-59 35 \n", + " 60-64 42 \n", + " 65-69 56 \n", + " 70-74 49 \n", + " 75-79 42 \n", + " 80-84 42 \n", + " 85-89 42 \n", + " 90+ 7 \n", + "Ethnicity (broad categories) Black 105 \n", + " Mixed 112 \n", + " Other 133 \n", + " South Asian 119 \n", + " Unknown 98 \n", + " White 98 \n", + "ethnicity 16 groups African 42 \n", + " Bangladeshi or British Bangladeshi 35 \n", + " Caribbean 35 \n", + " Chinese 42 \n", " Other 35 \n", - " Other Asian 21 \n", - " British or Mixed British 14 \n", - " Indian or British Indian 28 \n", + " Other Asian 35 \n", + " British or Mixed British 28 \n", + " Indian or British Indian 35 \n", " Irish 28 \n", - " Other Black 21 \n", - " Other White 14 \n", - " Other mixed 28 \n", - " Pakistani or British Pakistani 21 \n", - " Unknown 56 \n", - " White + Asian 21 \n", - " White + Black African 28 \n", + " Other Black 35 \n", + " Other White 42 \n", + " Other mixed 35 \n", + " Pakistani or British Pakistani 42 \n", + " Unknown 98 \n", + " White + Asian 42 \n", + " White + Black African 35 \n", " White + Black Caribbean 28 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 77 \n", - " 2 91 \n", - " 3 84 \n", - " 4 91 \n", - " 5 Least deprived 77 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 133 \n", + " 2 112 \n", + " 3 133 \n", + " 4 140 \n", + " 5 Least deprived 119 \n", " Unknown 28 \n", - "BMI 30+ 140 \n", - " under 30 301 \n", - "Chronic cardiac disease no 441 \n", - "Current COPD no 448 \n", - "Dialysis no 441 \n", + "BMI 30+ 196 \n", + " under 30 476 \n", + "Chronic cardiac disease no 665 \n", " yes 0 \n", - "DMARDs no 441 \n", + "Current COPD no 658 \n", + " yes 14 \n", + "Dialysis no 665 \n", " yes 0 \n", - "Dementia no 441 \n", - " yes 7 \n", - "Psychosis, schizophrenia, or bipolar no 441 \n", + "DMARDs no 658 \n", + "Dementia no 658 \n", " yes 0 \n", - "Learning disability no 434 \n", - " yes 14 \n", - "SSRI (last 12 months) no 441 \n", - "Chemo or radiotherapy no 441 \n", - "Cancer (lung) no 441 \n", + "Psychosis, schizophrenia, or bipolar no 665 \n", " yes 0 \n", - "Cancer (excluding lung/haem) no 441 \n", + "Learning disability no 651 \n", + " yes 14 \n", + "SSRI (last 12 months) no 665 \n", " yes 0 \n", - "Cancer (haematological) no 441 \n", + "Chemo or radiotherapy no 658 \n", " yes 0 \n", - "brand of first dose Unknown 448 \n", + "Cancer (lung) no 658 \n", + " yes 7 \n", + "Cancer (excluding lung/haem) no 665 \n", + "Cancer (haematological) no 665 \n", + "brand of first dose Unknown 665 \n", "\n", " Second doses overdue (n) \\\n", "Category Group \n", - "overall overall 316 \n", - "Sex F 161 \n", - " M 154 \n", - "Age band 0 21 \n", + "overall overall 459 \n", + "Sex F 224 \n", + " M 231 \n", + "Age band 0 0 \n", " 0-15 28 \n", - " 16-29 14 \n", - " 30-34 21 \n", + " 16-17 42 \n", + " 18-29 28 \n", + " 30-34 28 \n", " 35-39 21 \n", - " 40-44 21 \n", - " 45-49 14 \n", - " 50-54 28 \n", - " 55-59 21 \n", - " 60-64 21 \n", - " 65-69 21 \n", - " 70-74 28 \n", - " 75-79 14 \n", + " 40-44 35 \n", + " 45-49 35 \n", + " 50-54 21 \n", + " 55-59 28 \n", + " 60-64 28 \n", + " 65-69 42 \n", + " 70-74 35 \n", + " 75-79 28 \n", " 80-84 28 \n", " 85-89 28 \n", - " 90+ 21 \n", - "Ethnicity (broad categories) Black 56 \n", - " Mixed 56 \n", - " Other 49 \n", - " South Asian 49 \n", - " Unknown 49 \n", - " White 56 \n", - "ethnicity 16 groups African 21 \n", - " Bangladeshi or British Bangladeshi 14 \n", - " Caribbean 14 \n", - " Chinese 14 \n", - " Other 28 \n", - " Other Asian 14 \n", - " British or Mixed British 14 \n", - " Indian or British Indian 21 \n", + " 90+ 7 \n", + "Ethnicity (broad categories) Black 70 \n", + " Mixed 84 \n", + " Other 91 \n", + " South Asian 77 \n", + " Unknown 63 \n", + " White 70 \n", + "ethnicity 16 groups African 35 \n", + " Bangladeshi or British Bangladeshi 21 \n", + " Caribbean 28 \n", + " Chinese 28 \n", + " Other 21 \n", + " Other Asian 21 \n", + " British or Mixed British 28 \n", + " Indian or British Indian 28 \n", " Irish 21 \n", - " Other Black 14 \n", - " Other White 14 \n", + " Other Black 21 \n", + " Other White 35 \n", " Other mixed 21 \n", - " Pakistani or British Pakistani 21 \n", - " Unknown 42 \n", - " White + Asian 14 \n", - " White + Black African 21 \n", - " White + Black Caribbean 28 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 49 \n", - " 2 70 \n", - " 3 63 \n", - " 4 70 \n", - " 5 Least deprived 56 \n", + " Pakistani or British Pakistani 35 \n", + " Unknown 63 \n", + " White + Asian 28 \n", + " White + Black African 28 \n", + " White + Black Caribbean 21 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 91 \n", + " 2 77 \n", + " 3 91 \n", + " 4 98 \n", + " 5 Least deprived 77 \n", " Unknown 21 \n", - "BMI 30+ 91 \n", - " under 30 217 \n", - "Chronic cardiac disease no 308 \n", - "Current COPD no 315 \n", - "Dialysis no 315 \n", + "BMI 30+ 140 \n", + " under 30 322 \n", + "Chronic cardiac disease no 462 \n", " yes 0 \n", - "DMARDs no 315 \n", + "Current COPD no 455 \n", + " yes 14 \n", + "Dialysis no 462 \n", " yes 0 \n", - "Dementia no 315 \n", - " yes 7 \n", - "Psychosis, schizophrenia, or bipolar no 308 \n", + "DMARDs no 448 \n", + "Dementia no 455 \n", " yes 0 \n", - "Learning disability no 308 \n", - " yes 14 \n", - "SSRI (last 12 months) no 308 \n", - "Chemo or radiotherapy no 308 \n", - "Cancer (lung) no 308 \n", + "Psychosis, schizophrenia, or bipolar no 462 \n", " yes 0 \n", - "Cancer (excluding lung/haem) no 308 \n", + "Learning disability no 448 \n", + " yes 7 \n", + "SSRI (last 12 months) no 462 \n", " yes 0 \n", - "Cancer (haematological) no 308 \n", + "Chemo or radiotherapy no 455 \n", " yes 0 \n", - "brand of first dose Unknown 315 \n", + "Cancer (lung) no 455 \n", + " yes 7 \n", + "Cancer (excluding lung/haem) no 455 \n", + "Cancer (haematological) no 455 \n", + "brand of first dose Unknown 455 \n", "\n", " Second doses given (n) \\\n", "Category Group \n", - "overall overall 131 \n", - "Sex F 63 \n", - " M 70 \n", - "Age band 0 7 \n", - " 0-15 0 \n", - " 16-29 7 \n", - " 30-34 7 \n", - " 35-39 0 \n", - " 40-44 7 \n", - " 45-49 7 \n", + "overall overall 207 \n", + "Sex F 119 \n", + " M 91 \n", + "Age band 0 0 \n", + " 0-15 7 \n", + " 16-17 21 \n", + " 18-29 14 \n", + " 30-34 14 \n", + " 35-39 14 \n", + " 40-44 14 \n", + " 45-49 14 \n", " 50-54 14 \n", " 55-59 7 \n", - " 60-64 7 \n", - " 65-69 0 \n", + " 60-64 14 \n", + " 65-69 14 \n", " 70-74 14 \n", - " 75-79 7 \n", - " 80-84 7 \n", - " 85-89 0 \n", - " 90+ 7 \n", - "Ethnicity (broad categories) Black 28 \n", - " Mixed 14 \n", - " Other 14 \n", - " South Asian 28 \n", - " Unknown 21 \n", - " White 21 \n", + " 75-79 14 \n", + " 80-84 14 \n", + " 85-89 14 \n", + " 90+ 0 \n", + "Ethnicity (broad categories) Black 35 \n", + " Mixed 28 \n", + " Other 42 \n", + " South Asian 42 \n", + " Unknown 35 \n", + " White 28 \n", "ethnicity 16 groups African 7 \n", - " Bangladeshi or British Bangladeshi 7 \n", + " Bangladeshi or British Bangladeshi 14 \n", " Caribbean 7 \n", " Chinese 14 \n", - " Other 7 \n", - " Other Asian 7 \n", + " Other 14 \n", + " Other Asian 14 \n", " British or Mixed British 0 \n", " Indian or British Indian 7 \n", " Irish 7 \n", - " Other Black 7 \n", - " Other White 0 \n", - " Other mixed 7 \n", - " Pakistani or British Pakistani 0 \n", - " Unknown 14 \n", - " White + Asian 7 \n", + " Other Black 14 \n", + " Other White 7 \n", + " Other mixed 14 \n", + " Pakistani or British Pakistani 7 \n", + " Unknown 35 \n", + " White + Asian 14 \n", " White + Black African 7 \n", - " White + Black Caribbean 0 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 28 \n", - " 2 21 \n", - " 3 21 \n", - " 4 21 \n", - " 5 Least deprived 21 \n", + " White + Black Caribbean 7 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 42 \n", + " 2 35 \n", + " 3 42 \n", + " 4 42 \n", + " 5 Least deprived 42 \n", " Unknown 7 \n", - "BMI 30+ 49 \n", - " under 30 84 \n", - "Chronic cardiac disease no 133 \n", - "Current COPD no 133 \n", - "Dialysis no 126 \n", + "BMI 30+ 56 \n", + " under 30 154 \n", + "Chronic cardiac disease no 203 \n", " yes 0 \n", - "DMARDs no 126 \n", + "Current COPD no 203 \n", " yes 0 \n", - "Dementia no 126 \n", + "Dialysis no 203 \n", " yes 0 \n", - "Psychosis, schizophrenia, or bipolar no 133 \n", + "DMARDs no 210 \n", + "Dementia no 203 \n", " yes 0 \n", - "Learning disability no 126 \n", + "Psychosis, schizophrenia, or bipolar no 203 \n", " yes 0 \n", - "SSRI (last 12 months) no 133 \n", - "Chemo or radiotherapy no 133 \n", - "Cancer (lung) no 133 \n", + "Learning disability no 203 \n", + " yes 7 \n", + "SSRI (last 12 months) no 203 \n", " yes 0 \n", - "Cancer (excluding lung/haem) no 133 \n", + "Chemo or radiotherapy no 203 \n", " yes 0 \n", - "Cancer (haematological) no 133 \n", + "Cancer (lung) no 203 \n", " yes 0 \n", - "brand of first dose Unknown 133 \n", + "Cancer (excluding lung/haem) no 210 \n", + "Cancer (haematological) no 210 \n", + "brand of first dose Unknown 210 \n", "\n", " Second doses given (% of due) \\\n", "Category Group \n", - "overall overall 29.3 \n", - "Sex F 28.1 \n", - " M 31.2 \n", - "Age band 0 25.0 \n", - " 0-15 0.0 \n", - " 16-29 33.3 \n", - " 30-34 25.0 \n", - " 35-39 0.0 \n", - " 40-44 25.0 \n", - " 45-49 33.3 \n", - " 50-54 33.3 \n", - " 55-59 25.0 \n", - " 60-64 25.0 \n", - " 65-69 0.0 \n", - " 70-74 33.3 \n", + "overall overall 31.1 \n", + "Sex F 34.7 \n", + " M 28.3 \n", + "Age band 0 NaN \n", + " 0-15 20.0 \n", + " 16-17 33.3 \n", + " 18-29 33.3 \n", + " 30-34 33.3 \n", + " 35-39 40.0 \n", + " 40-44 28.6 \n", + " 45-49 28.6 \n", + " 50-54 40.0 \n", + " 55-59 20.0 \n", + " 60-64 33.3 \n", + " 65-69 25.0 \n", + " 70-74 28.6 \n", " 75-79 33.3 \n", - " 80-84 20.0 \n", - " 85-89 0.0 \n", - " 90+ 25.0 \n", + " 80-84 33.3 \n", + " 85-89 33.3 \n", + " 90+ 0.0 \n", "Ethnicity (broad categories) Black 33.3 \n", - " Mixed 20.0 \n", - " Other 22.2 \n", - " South Asian 36.4 \n", - " Unknown 30.0 \n", - " White 27.3 \n", - "ethnicity 16 groups African 25.0 \n", - " Bangladeshi or British Bangladeshi 33.3 \n", - " Caribbean 33.3 \n", - " Chinese 50.0 \n", - " Other 20.0 \n", - " Other Asian 33.3 \n", + " Mixed 25.0 \n", + " Other 31.6 \n", + " South Asian 35.3 \n", + " Unknown 35.7 \n", + " White 28.6 \n", + "ethnicity 16 groups African 16.7 \n", + " Bangladeshi or British Bangladeshi 40.0 \n", + " Caribbean 20.0 \n", + " Chinese 33.3 \n", + " Other 40.0 \n", + " Other Asian 40.0 \n", " British or Mixed British 0.0 \n", - " Indian or British Indian 25.0 \n", + " Indian or British Indian 20.0 \n", " Irish 25.0 \n", - " Other Black 33.3 \n", - " Other White 0.0 \n", - " Other mixed 25.0 \n", - " Pakistani or British Pakistani 0.0 \n", - " Unknown 25.0 \n", + " Other Black 40.0 \n", + " Other White 16.7 \n", + " Other mixed 40.0 \n", + " Pakistani or British Pakistani 16.7 \n", + " Unknown 35.7 \n", " White + Asian 33.3 \n", - " White + Black African 25.0 \n", - " White + Black Caribbean 0.0 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 36.4 \n", - " 2 23.1 \n", - " 3 25.0 \n", - " 4 23.1 \n", - " 5 Least deprived 27.3 \n", + " White + Black African 20.0 \n", + " White + Black Caribbean 25.0 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 31.6 \n", + " 2 31.2 \n", + " 3 31.6 \n", + " 4 30.0 \n", + " 5 Least deprived 35.3 \n", " Unknown 25.0 \n", - "BMI 30+ 35.0 \n", - " under 30 27.9 \n", - "Chronic cardiac disease no 30.2 \n", - "Current COPD no 29.7 \n", - "Dialysis no 28.6 \n", + "BMI 30+ 28.6 \n", + " under 30 32.4 \n", + "Chronic cardiac disease no 30.5 \n", " yes NaN \n", - "DMARDs no 28.6 \n", - " yes NaN \n", - "Dementia no 28.6 \n", + "Current COPD no 30.9 \n", " yes 0.0 \n", - "Psychosis, schizophrenia, or bipolar no 30.2 \n", + "Dialysis no 30.5 \n", " yes NaN \n", - "Learning disability no 29.0 \n", - " yes 0.0 \n", - "SSRI (last 12 months) no 30.2 \n", - "Chemo or radiotherapy no 30.2 \n", - "Cancer (lung) no 30.2 \n", + "DMARDs no 31.9 \n", + "Dementia no 30.9 \n", + " yes NaN \n", + "Psychosis, schizophrenia, or bipolar no 30.5 \n", " yes NaN \n", - "Cancer (excluding lung/haem) no 30.2 \n", + "Learning disability no 31.2 \n", + " yes 50.0 \n", + "SSRI (last 12 months) no 30.5 \n", " yes NaN \n", - "Cancer (haematological) no 30.2 \n", + "Chemo or radiotherapy no 30.9 \n", " yes NaN \n", - "brand of first dose Unknown 29.7 \n", + "Cancer (lung) no 30.9 \n", + " yes 0.0 \n", + "Cancer (excluding lung/haem) no 31.6 \n", + "Cancer (haematological) no 31.6 \n", + "brand of first dose Unknown 31.6 \n", "\n", " Total population \n", "Category Group \n", - "overall overall 2,114 \n", - "Sex F 1,085 \n", - " M 1,029 \n", - "Age band 0 119 \n", - " 0-15 140 \n", - " 16-29 140 \n", - " 30-34 140 \n", - " 35-39 119 \n", - " 40-44 133 \n", - " 45-49 133 \n", - " 50-54 147 \n", - " 55-59 133 \n", - " 60-64 133 \n", - " 65-69 133 \n", - " 70-74 126 \n", - " 75-79 119 \n", + "overall overall 2,051 \n", + "Sex F 1,071 \n", + " M 980 \n", + "Age band 0 21 \n", + " 0-15 126 \n", + " 16-17 154 \n", + " 18-29 147 \n", + " 30-34 112 \n", + " 35-39 126 \n", + " 40-44 126 \n", + " 45-49 140 \n", + " 50-54 126 \n", + " 55-59 126 \n", + " 60-64 119 \n", + " 65-69 154 \n", + " 70-74 140 \n", + " 75-79 126 \n", " 80-84 140 \n", " 85-89 140 \n", - " 90+ 126 \n", - "Ethnicity (broad categories) Black 378 \n", - " Mixed 343 \n", - " Other 357 \n", - " South Asian 357 \n", - " Unknown 301 \n", - " White 371 \n", + " 90+ 28 \n", + "Ethnicity (broad categories) Black 350 \n", + " Mixed 350 \n", + " Other 371 \n", + " South Asian 336 \n", + " Unknown 315 \n", + " White 329 \n", "ethnicity 16 groups African 119 \n", " Bangladeshi or British Bangladeshi 112 \n", - " Caribbean 119 \n", - " Chinese 119 \n", + " Caribbean 126 \n", + " Chinese 112 \n", " Other 112 \n", " Other Asian 105 \n", - " British or Mixed British 98 \n", - " Indian or British Indian 112 \n", - " Irish 126 \n", + " British or Mixed British 91 \n", + " Indian or British Indian 119 \n", + " Irish 98 \n", " Other Black 112 \n", - " Other White 98 \n", - " Other mixed 119 \n", - " Pakistani or British Pakistani 105 \n", - " Unknown 294 \n", - " White + Asian 112 \n", + " Other White 119 \n", + " Other mixed 112 \n", + " Pakistani or British Pakistani 98 \n", + " Unknown 301 \n", + " White + Asian 105 \n", " White + Black African 112 \n", - " White + Black Caribbean 140 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 406 \n", - " 2 371 \n", - " 3 420 \n", + " White + Black Caribbean 98 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 399 \n", + " 2 392 \n", + " 3 371 \n", " 4 413 \n", - " 5 Least deprived 413 \n", - " Unknown 98 \n", - "BMI 30+ 672 \n", - " under 30 1,442 \n", - "Chronic cardiac disease no 2,086 \n", - "Current COPD no 2,100 \n", - "Dialysis no 2,093 \n", - " yes 21 \n", - "DMARDs no 2,093 \n", + " 5 Least deprived 378 \n", + " Unknown 91 \n", + "BMI 30+ 588 \n", + " under 30 1,463 \n", + "Chronic cardiac disease no 2,030 \n", " yes 21 \n", - "Dementia no 2,093 \n", + "Current COPD no 2,030 \n", " yes 21 \n", - "Psychosis, schizophrenia, or bipolar no 2,093 \n", + "Dialysis no 2,037 \n", + " yes 14 \n", + "DMARDs no 2,030 \n", + "Dementia no 2,030 \n", " yes 21 \n", - "Learning disability no 2,065 \n", + "Psychosis, schizophrenia, or bipolar no 2,037 \n", + " yes 14 \n", + "Learning disability no 2,002 \n", " yes 49 \n", - "SSRI (last 12 months) no 2,093 \n", - "Chemo or radiotherapy no 2,093 \n", - "Cancer (lung) no 2,100 \n", + "SSRI (last 12 months) no 2,037 \n", " yes 14 \n", - "Cancer (excluding lung/haem) no 2,093 \n", + "Chemo or radiotherapy no 2,023 \n", + " yes 28 \n", + "Cancer (lung) no 2,030 \n", " yes 21 \n", - "Cancer (haematological) no 2,100 \n", - " yes 14 \n", - "brand of first dose Unknown 1,064 " + "Cancer (excluding lung/haem) no 2,037 \n", + "Cancer (haematological) no 2,037 \n", + "brand of first dose Unknown 1,029 " ] }, "metadata": {}, @@ -1261,7 +1287,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -1319,7 +1345,7 @@ " \n", " \n", " \n", - " Second Doses due at 25 May (n)\n", + " Second Doses due at 03 Sep (n)\n", " Second doses overdue (n)\n", " Second doses given (n)\n", " Second doses given (% of due)\n", @@ -1339,432 +1365,448 @@ " \n", " overall\n", " overall\n", - " 746\n", - " 529\n", - " 217\n", - " 29.1\n", - " 3,486\n", + " 1,175\n", + " 817\n", + " 358\n", + " 30.5\n", + " 3,633\n", " \n", " \n", " Sex\n", " F\n", - " 364\n", - " 259\n", - " 105\n", - " 28.8\n", - " 1,778\n", + " 588\n", + " 420\n", + " 168\n", + " 28.6\n", + " 1,827\n", " \n", " \n", " M\n", - " 385\n", - " 273\n", - " 112\n", - " 29.1\n", - " 1,708\n", + " 588\n", + " 399\n", + " 189\n", + " 32.1\n", + " 1,806\n", " \n", " \n", - " Age band\n", + " Age band\n", " 0\n", - " 42\n", - " 28\n", + " 21\n", " 14\n", + " 7\n", " 33.3\n", - " 203\n", + " 49\n", " \n", " \n", " 0-15\n", - " 49\n", + " 77\n", + " 42\n", " 35\n", - " 14\n", - " 28.6\n", - " 224\n", + " 45.5\n", + " 238\n", " \n", " \n", - " 16-29\n", + " 16-17\n", + " 91\n", + " 70\n", + " 21\n", + " 23.1\n", + " 266\n", + " \n", + " \n", + " 18-29\n", + " 70\n", " 49\n", - " 35\n", - " 14\n", - " 28.6\n", - " 196\n", + " 21\n", + " 30.0\n", + " 203\n", " \n", " \n", " 30-34\n", - " 35\n", + " 77\n", + " 56\n", " 21\n", - " 14\n", - " 40.0\n", - " 196\n", + " 27.3\n", + " 259\n", " \n", " \n", " 35-39\n", - " 49\n", - " 35\n", - " 14\n", - " 28.6\n", - " 203\n", + " 77\n", + " 56\n", + " 21\n", + " 27.3\n", + " 245\n", " \n", " \n", " 40-44\n", - " 56\n", - " 42\n", - " 14\n", - " 25.0\n", + " 77\n", + " 49\n", + " 28\n", + " 36.4\n", " 238\n", " \n", " \n", " 45-49\n", " 70\n", - " 42\n", - " 28\n", - " 40.0\n", - " 252\n", + " 49\n", + " 21\n", + " 30.0\n", + " 238\n", " \n", " \n", " 50-54\n", - " 35\n", - " 21\n", + " 63\n", + " 49\n", " 14\n", - " 40.0\n", - " 231\n", + " 22.2\n", + " 238\n", " \n", " \n", " 55-59\n", - " 49\n", - " 42\n", - " 7\n", - " 14.3\n", - " 224\n", + " 84\n", + " 56\n", + " 28\n", + " 33.3\n", + " 245\n", " \n", " \n", " 60-64\n", - " 49\n", - " 35\n", + " 70\n", + " 56\n", " 14\n", - " 28.6\n", - " 217\n", + " 20.0\n", + " 224\n", " \n", " \n", " 65-69\n", - " 49\n", - " 35\n", - " 14\n", - " 28.6\n", - " 224\n", + " 77\n", + " 56\n", + " 21\n", + " 27.3\n", + " 217\n", " \n", " \n", " 70-74\n", + " 84\n", " 49\n", " 35\n", - " 14\n", - " 28.6\n", - " 224\n", + " 41.7\n", + " 210\n", " \n", " \n", " 75-79\n", + " 77\n", " 49\n", - " 35\n", - " 14\n", - " 28.6\n", - " 217\n", + " 28\n", + " 36.4\n", + " 224\n", " \n", " \n", " 80-84\n", - " 35\n", - " 21\n", - " 14\n", + " 70\n", + " 42\n", + " 28\n", " 40.0\n", - " 210\n", + " 224\n", " \n", " \n", " 85-89\n", - " 35\n", - " 28\n", - " 7\n", - " 20.0\n", - " 217\n", + " 77\n", + " 56\n", + " 21\n", + " 27.3\n", + " 259\n", " \n", " \n", " 90+\n", - " 42\n", - " 28\n", " 14\n", - " 33.3\n", - " 210\n", + " 14\n", + " 0\n", + " 0.0\n", + " 56\n", " \n", " \n", " Ethnicity (broad categories)\n", " Black\n", - " 126\n", - " 84\n", - " 42\n", - " 33.3\n", + " 203\n", + " 140\n", + " 63\n", + " 31.0\n", " 616\n", " \n", " \n", " Mixed\n", + " 189\n", " 133\n", - " 98\n", - " 35\n", - " 26.3\n", - " 595\n", + " 56\n", + " 29.6\n", + " 609\n", " \n", " \n", " Other\n", - " 119\n", - " 77\n", - " 42\n", - " 35.3\n", - " 609\n", + " 196\n", + " 133\n", + " 63\n", + " 32.1\n", + " 616\n", " \n", " \n", " South Asian\n", - " 126\n", - " 98\n", - " 28\n", - " 22.2\n", - " 539\n", + " 196\n", + " 140\n", + " 56\n", + " 28.6\n", + " 616\n", " \n", " \n", " Unknown\n", - " 119\n", - " 91\n", - " 28\n", - " 23.5\n", - " 553\n", + " 189\n", + " 133\n", + " 56\n", + " 29.6\n", + " 546\n", " \n", " \n", " White\n", - " 133\n", - " 91\n", - " 42\n", - " 31.6\n", - " 574\n", + " 210\n", + " 154\n", + " 56\n", + " 26.7\n", + " 623\n", " \n", " \n", " ethnicity 16 groups\n", " African\n", - " 28\n", - " 28\n", - " 0\n", - " 0.0\n", - " 175\n", + " 56\n", + " 35\n", + " 21\n", + " 37.5\n", + " 196\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", + " 63\n", " 42\n", - " 28\n", - " 14\n", + " 21\n", " 33.3\n", - " 154\n", + " 203\n", " \n", " \n", " Caribbean\n", - " 35\n", - " 28\n", - " 7\n", - " 20.0\n", - " 189\n", + " 63\n", + " 42\n", + " 21\n", + " 33.3\n", + " 175\n", " \n", " \n", " Chinese\n", - " 35\n", - " 35\n", - " 0\n", - " 0.0\n", - " 189\n", + " 77\n", + " 49\n", + " 28\n", + " 36.4\n", + " 224\n", " \n", " \n", " Other\n", - " 35\n", - " 21\n", + " 56\n", + " 42\n", " 14\n", - " 40.0\n", - " 168\n", + " 25.0\n", + " 161\n", " \n", " \n", " Other Asian\n", + " 56\n", " 35\n", " 21\n", - " 14\n", - " 40.0\n", - " 182\n", + " 37.5\n", + " 168\n", " \n", " \n", " British or Mixed British\n", - " 35\n", - " 21\n", - " 14\n", + " 70\n", + " 42\n", + " 28\n", " 40.0\n", - " 175\n", + " 203\n", " \n", " \n", " Indian or British Indian\n", - " 49\n", - " 35\n", - " 14\n", - " 28.6\n", - " 189\n", + " 63\n", + " 42\n", + " 21\n", + " 33.3\n", + " 196\n", " \n", " \n", " Irish\n", - " 28\n", - " 21\n", - " 7\n", + " 56\n", + " 42\n", + " 14\n", " 25.0\n", - " 189\n", + " 217\n", " \n", " \n", " Other Black\n", + " 63\n", " 49\n", - " 35\n", " 14\n", - " 28.6\n", + " 22.2\n", " 182\n", " \n", " \n", " Other White\n", - " 42\n", + " 56\n", " 35\n", - " 7\n", - " 16.7\n", - " 189\n", + " 21\n", + " 37.5\n", + " 182\n", " \n", " \n", " Other mixed\n", - " 56\n", - " 42\n", + " 63\n", + " 49\n", " 14\n", - " 25.0\n", - " 217\n", + " 22.2\n", + " 182\n", " \n", " \n", " Pakistani or British Pakistani\n", - " 42\n", - " 28\n", + " 70\n", + " 56\n", " 14\n", - " 33.3\n", - " 175\n", + " 20.0\n", + " 196\n", " \n", " \n", " Unknown\n", - " 112\n", - " 77\n", - " 35\n", - " 31.2\n", - " 546\n", + " 168\n", + " 119\n", + " 49\n", + " 29.2\n", + " 532\n", " \n", " \n", " White + Asian\n", - " 28\n", - " 28\n", - " 0\n", - " 0.0\n", - " 189\n", + " 77\n", + " 42\n", + " 35\n", + " 45.5\n", + " 231\n", " \n", " \n", " White + Black African\n", + " 56\n", " 35\n", - " 28\n", - " 7\n", - " 20.0\n", + " 21\n", + " 37.5\n", " 182\n", " \n", " \n", " White + Black Caribbean\n", + " 63\n", " 49\n", - " 35\n", " 14\n", - " 28.6\n", - " 203\n", + " 22.2\n", + " 210\n", " \n", " \n", " Index of Multiple Deprivation (quintiles)\n", " 1 Most deprived\n", - " 140\n", - " 105\n", - " 35\n", - " 25.0\n", - " 686\n", + " 231\n", + " 161\n", + " 70\n", + " 30.3\n", + " 700\n", " \n", " \n", " 2\n", - " 133\n", - " 91\n", - " 42\n", - " 31.6\n", - " 623\n", + " 238\n", + " 168\n", + " 70\n", + " 29.4\n", + " 693\n", " \n", " \n", " 3\n", + " 203\n", " 154\n", - " 119\n", - " 35\n", - " 22.7\n", - " 679\n", + " 49\n", + " 24.1\n", + " 686\n", " \n", " \n", " 4\n", - " 154\n", - " 105\n", - " 49\n", - " 31.8\n", + " 217\n", + " 147\n", + " 70\n", + " 32.3\n", " 665\n", " \n", " \n", " 5 Least deprived\n", + " 224\n", " 140\n", - " 98\n", - " 42\n", - " 30.0\n", - " 672\n", + " 84\n", + " 37.5\n", + " 693\n", " \n", " \n", " Unknown\n", - " 28\n", - " 14\n", + " 63\n", + " 49\n", " 14\n", - " 50.0\n", - " 154\n", + " 22.2\n", + " 196\n", " \n", " \n", " BMI\n", " 30+\n", - " 224\n", - " 147\n", - " 77\n", - " 34.4\n", - " 1,008\n", + " 357\n", + " 245\n", + " 112\n", + " 31.4\n", + " 1,085\n", " \n", " \n", " under 30\n", - " 518\n", - " 378\n", - " 140\n", - " 27.0\n", - " 2,478\n", + " 819\n", + " 574\n", + " 245\n", + " 29.9\n", + " 2,548\n", " \n", " \n", - " Chronic cardiac disease\n", + " Chronic cardiac disease\n", " no\n", - " 742\n", - " 525\n", - " 217\n", - " 29.2\n", - " 3,458\n", + " 1,162\n", + " 805\n", + " 357\n", + " 30.7\n", + " 3,598\n", + " \n", + " \n", + " yes\n", + " 7\n", + " 7\n", + " 0\n", + " 0.0\n", + " 35\n", " \n", " \n", " Current COPD\n", " no\n", - " 735\n", - " 518\n", - " 217\n", - " 29.5\n", - " 3,444\n", + " 1,155\n", + " 805\n", + " 350\n", + " 30.3\n", + " 3,591\n", " \n", " \n", " yes\n", - " 14\n", - " 14\n", + " 21\n", + " 21\n", " 0\n", " 0.0\n", " 42\n", @@ -1772,33 +1814,33 @@ " \n", " Dialysis\n", " no\n", - " 735\n", - " 518\n", - " 217\n", - " 29.5\n", - " 3,451\n", + " 1,162\n", + " 812\n", + " 350\n", + " 30.1\n", + " 3,598\n", " \n", " \n", " yes\n", + " 14\n", " 7\n", " 7\n", - " 0\n", - " 0.0\n", + " 50.0\n", " 35\n", " \n", " \n", " DMARDs\n", " no\n", - " 742\n", - " 525\n", - " 217\n", - " 29.2\n", - " 3,451\n", + " 1,162\n", + " 805\n", + " 357\n", + " 30.7\n", + " 3,598\n", " \n", " \n", " yes\n", - " 7\n", - " 7\n", + " 14\n", + " 14\n", " 0\n", " 0.0\n", " 35\n", @@ -1806,11 +1848,11 @@ " \n", " Dementia\n", " no\n", - " 735\n", - " 518\n", - " 217\n", - " 29.5\n", - " 3,451\n", + " 1,162\n", + " 812\n", + " 350\n", + " 30.1\n", + " 3,598\n", " \n", " \n", " yes\n", @@ -1821,48 +1863,47 @@ " 35\n", " \n", " \n", - " Psychosis, schizophrenia, or bipolar\n", + " Psychosis, schizophrenia, or bipolar\n", " no\n", - " 735\n", - " 518\n", - " 217\n", - " 29.5\n", - " 3,444\n", + " 1,162\n", + " 812\n", + " 350\n", + " 30.1\n", + " 3,591\n", + " \n", + " \n", + " yes\n", + " 7\n", + " 7\n", + " 0\n", + " 0.0\n", + " 42\n", " \n", " \n", " Learning disability\n", " no\n", - " 721\n", - " 504\n", - " 217\n", - " 30.1\n", - " 3,409\n", + " 1,148\n", + " 798\n", + " 350\n", + " 30.5\n", + " 3,556\n", " \n", " \n", " yes\n", - " 21\n", - " 21\n", + " 28\n", + " 28\n", " 0\n", " 0.0\n", " 77\n", " \n", " \n", - " SSRI (last 12 months)\n", - " no\n", - " 742\n", - " 525\n", - " 217\n", - " 29.2\n", - " 3,458\n", - " \n", - " \n", - " Chemo or radiotherapy\n", + " SSRI (last 12 months)\n", " no\n", - " 735\n", - " 525\n", - " 210\n", - " 28.6\n", - " 3,451\n", + " 1,162\n", + " 812\n", + " 350\n", + " 30.1\n", + " 3,598\n", " \n", " \n", " yes\n", @@ -1873,13 +1914,13 @@ " 35\n", " \n", " \n", - " Cancer (lung)\n", + " Chemo or radiotherapy\n", " no\n", - " 742\n", - " 525\n", - " 217\n", - " 29.2\n", - " 3,458\n", + " 1,169\n", + " 812\n", + " 357\n", + " 30.5\n", + " 3,598\n", " \n", " \n", " yes\n", @@ -1887,430 +1928,454 @@ " 7\n", " 0\n", " 0.0\n", - " 28\n", + " 35\n", " \n", " \n", - " Cancer (excluding lung/haem)\n", + " Cancer (lung)\n", " no\n", - " 735\n", - " 518\n", - " 217\n", - " 29.5\n", - " 3,444\n", + " 1,155\n", + " 805\n", + " 350\n", + " 30.3\n", + " 3,584\n", " \n", " \n", " yes\n", - " 7\n", - " 7\n", + " 14\n", + " 14\n", " 0\n", " 0.0\n", - " 42\n", + " 49\n", + " \n", + " \n", + " Cancer (excluding lung/haem)\n", + " no\n", + " 1,162\n", + " 805\n", + " 357\n", + " 30.7\n", + " 3,598\n", " \n", " \n", " Cancer (haematological)\n", " no\n", - " 742\n", - " 525\n", - " 217\n", - " 29.2\n", - " 3,451\n", + " 1,162\n", + " 805\n", + " 357\n", + " 30.7\n", + " 3,584\n", " \n", " \n", " yes\n", + " 14\n", + " 14\n", " 0\n", - " 0\n", - " 0\n", - " NaN\n", - " 35\n", + " 0.0\n", + " 49\n", " \n", " \n", " brand of first dose\n", " Unknown\n", - " 742\n", - " 525\n", - " 217\n", - " 29.2\n", - " 1,722\n", + " 1,169\n", + " 812\n", + " 357\n", + " 30.5\n", + " 1,799\n", " \n", " \n", "\n", "" ], "text/plain": [ - " Second Doses due at 25 May (n) \\\n", + " Second Doses due at 03 Sep (n) \\\n", "Category Group \n", - "overall overall 746 \n", - "Sex F 364 \n", - " M 385 \n", - "Age band 0 42 \n", - " 0-15 49 \n", - " 16-29 49 \n", - " 30-34 35 \n", - " 35-39 49 \n", - " 40-44 56 \n", + "overall overall 1,175 \n", + "Sex F 588 \n", + " M 588 \n", + "Age band 0 21 \n", + " 0-15 77 \n", + " 16-17 91 \n", + " 18-29 70 \n", + " 30-34 77 \n", + " 35-39 77 \n", + " 40-44 77 \n", " 45-49 70 \n", - " 50-54 35 \n", - " 55-59 49 \n", - " 60-64 49 \n", - " 65-69 49 \n", - " 70-74 49 \n", - " 75-79 49 \n", - " 80-84 35 \n", - " 85-89 35 \n", - " 90+ 42 \n", - "Ethnicity (broad categories) Black 126 \n", - " Mixed 133 \n", - " Other 119 \n", - " South Asian 126 \n", - " Unknown 119 \n", - " White 133 \n", - "ethnicity 16 groups African 28 \n", - " Bangladeshi or British Bangladeshi 42 \n", - " Caribbean 35 \n", - " Chinese 35 \n", - " Other 35 \n", - " Other Asian 35 \n", - " British or Mixed British 35 \n", - " Indian or British Indian 49 \n", - " Irish 28 \n", - " Other Black 49 \n", - " Other White 42 \n", - " Other mixed 56 \n", - " Pakistani or British Pakistani 42 \n", - " Unknown 112 \n", - " White + Asian 28 \n", - " White + Black African 35 \n", - " White + Black Caribbean 49 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 140 \n", - " 2 133 \n", - " 3 154 \n", - " 4 154 \n", - " 5 Least deprived 140 \n", - " Unknown 28 \n", - "BMI 30+ 224 \n", - " under 30 518 \n", - "Chronic cardiac disease no 742 \n", - "Current COPD no 735 \n", - " yes 14 \n", - "Dialysis no 735 \n", - " yes 7 \n", - "DMARDs no 742 \n", - " yes 7 \n", - "Dementia no 735 \n", + " 50-54 63 \n", + " 55-59 84 \n", + " 60-64 70 \n", + " 65-69 77 \n", + " 70-74 84 \n", + " 75-79 77 \n", + " 80-84 70 \n", + " 85-89 77 \n", + " 90+ 14 \n", + "Ethnicity (broad categories) Black 203 \n", + " Mixed 189 \n", + " Other 196 \n", + " South Asian 196 \n", + " Unknown 189 \n", + " White 210 \n", + "ethnicity 16 groups African 56 \n", + " Bangladeshi or British Bangladeshi 63 \n", + " Caribbean 63 \n", + " Chinese 77 \n", + " Other 56 \n", + " Other Asian 56 \n", + " British or Mixed British 70 \n", + " Indian or British Indian 63 \n", + " Irish 56 \n", + " Other Black 63 \n", + " Other White 56 \n", + " Other mixed 63 \n", + " Pakistani or British Pakistani 70 \n", + " Unknown 168 \n", + " White + Asian 77 \n", + " White + Black African 56 \n", + " White + Black Caribbean 63 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 231 \n", + " 2 238 \n", + " 3 203 \n", + " 4 217 \n", + " 5 Least deprived 224 \n", + " Unknown 63 \n", + "BMI 30+ 357 \n", + " under 30 819 \n", + "Chronic cardiac disease no 1,162 \n", " yes 7 \n", - "Psychosis, schizophrenia, or bipolar no 735 \n", - "Learning disability no 721 \n", + "Current COPD no 1,155 \n", " yes 21 \n", - "SSRI (last 12 months) no 742 \n", - "Chemo or radiotherapy no 735 \n", + "Dialysis no 1,162 \n", " yes 14 \n", - "Cancer (lung) no 742 \n", + "DMARDs no 1,162 \n", + " yes 14 \n", + "Dementia no 1,162 \n", " yes 7 \n", - "Cancer (excluding lung/haem) no 735 \n", + "Psychosis, schizophrenia, or bipolar no 1,162 \n", " yes 7 \n", - "Cancer (haematological) no 742 \n", - " yes 0 \n", - "brand of first dose Unknown 742 \n", + "Learning disability no 1,148 \n", + " yes 28 \n", + "SSRI (last 12 months) no 1,162 \n", + " yes 14 \n", + "Chemo or radiotherapy no 1,169 \n", + " yes 7 \n", + "Cancer (lung) no 1,155 \n", + " yes 14 \n", + "Cancer (excluding lung/haem) no 1,162 \n", + "Cancer (haematological) no 1,162 \n", + " yes 14 \n", + "brand of first dose Unknown 1,169 \n", "\n", " Second doses overdue (n) \\\n", "Category Group \n", - "overall overall 529 \n", - "Sex F 259 \n", - " M 273 \n", - "Age band 0 28 \n", - " 0-15 35 \n", - " 16-29 35 \n", - " 30-34 21 \n", - " 35-39 35 \n", - " 40-44 42 \n", - " 45-49 42 \n", - " 50-54 21 \n", - " 55-59 42 \n", - " 60-64 35 \n", - " 65-69 35 \n", - " 70-74 35 \n", - " 75-79 35 \n", - " 80-84 21 \n", - " 85-89 28 \n", - " 90+ 28 \n", - "Ethnicity (broad categories) Black 84 \n", - " Mixed 98 \n", - " Other 77 \n", - " South Asian 98 \n", - " Unknown 91 \n", - " White 91 \n", - "ethnicity 16 groups African 28 \n", - " Bangladeshi or British Bangladeshi 28 \n", - " Caribbean 28 \n", - " Chinese 35 \n", - " Other 21 \n", - " Other Asian 21 \n", - " British or Mixed British 21 \n", - " Indian or British Indian 35 \n", - " Irish 21 \n", - " Other Black 35 \n", + "overall overall 817 \n", + "Sex F 420 \n", + " M 399 \n", + "Age band 0 14 \n", + " 0-15 42 \n", + " 16-17 70 \n", + " 18-29 49 \n", + " 30-34 56 \n", + " 35-39 56 \n", + " 40-44 49 \n", + " 45-49 49 \n", + " 50-54 49 \n", + " 55-59 56 \n", + " 60-64 56 \n", + " 65-69 56 \n", + " 70-74 49 \n", + " 75-79 49 \n", + " 80-84 42 \n", + " 85-89 56 \n", + " 90+ 14 \n", + "Ethnicity (broad categories) Black 140 \n", + " Mixed 133 \n", + " Other 133 \n", + " South Asian 140 \n", + " Unknown 133 \n", + " White 154 \n", + "ethnicity 16 groups African 35 \n", + " Bangladeshi or British Bangladeshi 42 \n", + " Caribbean 42 \n", + " Chinese 49 \n", + " Other 42 \n", + " Other Asian 35 \n", + " British or Mixed British 42 \n", + " Indian or British Indian 42 \n", + " Irish 42 \n", + " Other Black 49 \n", " Other White 35 \n", - " Other mixed 42 \n", - " Pakistani or British Pakistani 28 \n", - " Unknown 77 \n", - " White + Asian 28 \n", - " White + Black African 28 \n", - " White + Black Caribbean 35 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 105 \n", - " 2 91 \n", - " 3 119 \n", - " 4 105 \n", - " 5 Least deprived 98 \n", - " Unknown 14 \n", - "BMI 30+ 147 \n", - " under 30 378 \n", - "Chronic cardiac disease no 525 \n", - "Current COPD no 518 \n", - " yes 14 \n", - "Dialysis no 518 \n", - " yes 7 \n", - "DMARDs no 525 \n", - " yes 7 \n", - "Dementia no 518 \n", + " Other mixed 49 \n", + " Pakistani or British Pakistani 56 \n", + " Unknown 119 \n", + " White + Asian 42 \n", + " White + Black African 35 \n", + " White + Black Caribbean 49 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 161 \n", + " 2 168 \n", + " 3 154 \n", + " 4 147 \n", + " 5 Least deprived 140 \n", + " Unknown 49 \n", + "BMI 30+ 245 \n", + " under 30 574 \n", + "Chronic cardiac disease no 805 \n", " yes 7 \n", - "Psychosis, schizophrenia, or bipolar no 518 \n", - "Learning disability no 504 \n", + "Current COPD no 805 \n", " yes 21 \n", - "SSRI (last 12 months) no 525 \n", - "Chemo or radiotherapy no 525 \n", + "Dialysis no 812 \n", + " yes 7 \n", + "DMARDs no 805 \n", " yes 14 \n", - "Cancer (lung) no 525 \n", + "Dementia no 812 \n", " yes 7 \n", - "Cancer (excluding lung/haem) no 518 \n", + "Psychosis, schizophrenia, or bipolar no 812 \n", " yes 7 \n", - "Cancer (haematological) no 525 \n", - " yes 0 \n", - "brand of first dose Unknown 525 \n", + "Learning disability no 798 \n", + " yes 28 \n", + "SSRI (last 12 months) no 812 \n", + " yes 14 \n", + "Chemo or radiotherapy no 812 \n", + " yes 7 \n", + "Cancer (lung) no 805 \n", + " yes 14 \n", + "Cancer (excluding lung/haem) no 805 \n", + "Cancer (haematological) no 805 \n", + " yes 14 \n", + "brand of first dose Unknown 812 \n", "\n", " Second doses given (n) \\\n", "Category Group \n", - "overall overall 217 \n", - "Sex F 105 \n", - " M 112 \n", - "Age band 0 14 \n", - " 0-15 14 \n", - " 16-29 14 \n", - " 30-34 14 \n", - " 35-39 14 \n", - " 40-44 14 \n", - " 45-49 28 \n", + "overall overall 358 \n", + "Sex F 168 \n", + " M 189 \n", + "Age band 0 7 \n", + " 0-15 35 \n", + " 16-17 21 \n", + " 18-29 21 \n", + " 30-34 21 \n", + " 35-39 21 \n", + " 40-44 28 \n", + " 45-49 21 \n", " 50-54 14 \n", - " 55-59 7 \n", + " 55-59 28 \n", " 60-64 14 \n", - " 65-69 14 \n", - " 70-74 14 \n", - " 75-79 14 \n", - " 80-84 14 \n", - " 85-89 7 \n", - " 90+ 14 \n", - "Ethnicity (broad categories) Black 42 \n", - " Mixed 35 \n", - " Other 42 \n", - " South Asian 28 \n", - " Unknown 28 \n", - " White 42 \n", - "ethnicity 16 groups African 0 \n", - " Bangladeshi or British Bangladeshi 14 \n", - " Caribbean 7 \n", - " Chinese 0 \n", + " 65-69 21 \n", + " 70-74 35 \n", + " 75-79 28 \n", + " 80-84 28 \n", + " 85-89 21 \n", + " 90+ 0 \n", + "Ethnicity (broad categories) Black 63 \n", + " Mixed 56 \n", + " Other 63 \n", + " South Asian 56 \n", + " Unknown 56 \n", + " White 56 \n", + "ethnicity 16 groups African 21 \n", + " Bangladeshi or British Bangladeshi 21 \n", + " Caribbean 21 \n", + " Chinese 28 \n", " Other 14 \n", - " Other Asian 14 \n", - " British or Mixed British 14 \n", - " Indian or British Indian 14 \n", - " Irish 7 \n", + " Other Asian 21 \n", + " British or Mixed British 28 \n", + " Indian or British Indian 21 \n", + " Irish 14 \n", " Other Black 14 \n", - " Other White 7 \n", + " Other White 21 \n", " Other mixed 14 \n", " Pakistani or British Pakistani 14 \n", - " Unknown 35 \n", - " White + Asian 0 \n", - " White + Black African 7 \n", + " Unknown 49 \n", + " White + Asian 35 \n", + " White + Black African 21 \n", " White + Black Caribbean 14 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 35 \n", - " 2 42 \n", - " 3 35 \n", - " 4 49 \n", - " 5 Least deprived 42 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 70 \n", + " 2 70 \n", + " 3 49 \n", + " 4 70 \n", + " 5 Least deprived 84 \n", " Unknown 14 \n", - "BMI 30+ 77 \n", - " under 30 140 \n", - "Chronic cardiac disease no 217 \n", - "Current COPD no 217 \n", + "BMI 30+ 112 \n", + " under 30 245 \n", + "Chronic cardiac disease no 357 \n", + " yes 0 \n", + "Current COPD no 350 \n", " yes 0 \n", - "Dialysis no 217 \n", + "Dialysis no 350 \n", + " yes 7 \n", + "DMARDs no 357 \n", " yes 0 \n", - "DMARDs no 217 \n", + "Dementia no 350 \n", " yes 0 \n", - "Dementia no 217 \n", + "Psychosis, schizophrenia, or bipolar no 350 \n", " yes 0 \n", - "Psychosis, schizophrenia, or bipolar no 217 \n", - "Learning disability no 217 \n", + "Learning disability no 350 \n", " yes 0 \n", - "SSRI (last 12 months) no 217 \n", - "Chemo or radiotherapy no 210 \n", + "SSRI (last 12 months) no 350 \n", " yes 0 \n", - "Cancer (lung) no 217 \n", + "Chemo or radiotherapy no 357 \n", " yes 0 \n", - "Cancer (excluding lung/haem) no 217 \n", + "Cancer (lung) no 350 \n", " yes 0 \n", - "Cancer (haematological) no 217 \n", + "Cancer (excluding lung/haem) no 357 \n", + "Cancer (haematological) no 357 \n", " yes 0 \n", - "brand of first dose Unknown 217 \n", + "brand of first dose Unknown 357 \n", "\n", " Second doses given (% of due) \\\n", "Category Group \n", - "overall overall 29.1 \n", - "Sex F 28.8 \n", - " M 29.1 \n", + "overall overall 30.5 \n", + "Sex F 28.6 \n", + " M 32.1 \n", "Age band 0 33.3 \n", - " 0-15 28.6 \n", - " 16-29 28.6 \n", - " 30-34 40.0 \n", - " 35-39 28.6 \n", - " 40-44 25.0 \n", - " 45-49 40.0 \n", - " 50-54 40.0 \n", - " 55-59 14.3 \n", - " 60-64 28.6 \n", - " 65-69 28.6 \n", - " 70-74 28.6 \n", - " 75-79 28.6 \n", + " 0-15 45.5 \n", + " 16-17 23.1 \n", + " 18-29 30.0 \n", + " 30-34 27.3 \n", + " 35-39 27.3 \n", + " 40-44 36.4 \n", + " 45-49 30.0 \n", + " 50-54 22.2 \n", + " 55-59 33.3 \n", + " 60-64 20.0 \n", + " 65-69 27.3 \n", + " 70-74 41.7 \n", + " 75-79 36.4 \n", " 80-84 40.0 \n", - " 85-89 20.0 \n", - " 90+ 33.3 \n", - "Ethnicity (broad categories) Black 33.3 \n", - " Mixed 26.3 \n", - " Other 35.3 \n", - " South Asian 22.2 \n", - " Unknown 23.5 \n", - " White 31.6 \n", - "ethnicity 16 groups African 0.0 \n", + " 85-89 27.3 \n", + " 90+ 0.0 \n", + "Ethnicity (broad categories) Black 31.0 \n", + " Mixed 29.6 \n", + " Other 32.1 \n", + " South Asian 28.6 \n", + " Unknown 29.6 \n", + " White 26.7 \n", + "ethnicity 16 groups African 37.5 \n", " Bangladeshi or British Bangladeshi 33.3 \n", - " Caribbean 20.0 \n", - " Chinese 0.0 \n", - " Other 40.0 \n", - " Other Asian 40.0 \n", + " Caribbean 33.3 \n", + " Chinese 36.4 \n", + " Other 25.0 \n", + " Other Asian 37.5 \n", " British or Mixed British 40.0 \n", - " Indian or British Indian 28.6 \n", + " Indian or British Indian 33.3 \n", " Irish 25.0 \n", - " Other Black 28.6 \n", - " Other White 16.7 \n", - " Other mixed 25.0 \n", - " Pakistani or British Pakistani 33.3 \n", - " Unknown 31.2 \n", - " White + Asian 0.0 \n", - " White + Black African 20.0 \n", - " White + Black Caribbean 28.6 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 25.0 \n", - " 2 31.6 \n", - " 3 22.7 \n", - " 4 31.8 \n", - " 5 Least deprived 30.0 \n", - " Unknown 50.0 \n", - "BMI 30+ 34.4 \n", - " under 30 27.0 \n", - "Chronic cardiac disease no 29.2 \n", - "Current COPD no 29.5 \n", + " Other Black 22.2 \n", + " Other White 37.5 \n", + " Other mixed 22.2 \n", + " Pakistani or British Pakistani 20.0 \n", + " Unknown 29.2 \n", + " White + Asian 45.5 \n", + " White + Black African 37.5 \n", + " White + Black Caribbean 22.2 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 30.3 \n", + " 2 29.4 \n", + " 3 24.1 \n", + " 4 32.3 \n", + " 5 Least deprived 37.5 \n", + " Unknown 22.2 \n", + "BMI 30+ 31.4 \n", + " under 30 29.9 \n", + "Chronic cardiac disease no 30.7 \n", " yes 0.0 \n", - "Dialysis no 29.5 \n", + "Current COPD no 30.3 \n", " yes 0.0 \n", - "DMARDs no 29.2 \n", + "Dialysis no 30.1 \n", + " yes 50.0 \n", + "DMARDs no 30.7 \n", " yes 0.0 \n", - "Dementia no 29.5 \n", + "Dementia no 30.1 \n", " yes 0.0 \n", - "Psychosis, schizophrenia, or bipolar no 29.5 \n", - "Learning disability no 30.1 \n", + "Psychosis, schizophrenia, or bipolar no 30.1 \n", " yes 0.0 \n", - "SSRI (last 12 months) no 29.2 \n", - "Chemo or radiotherapy no 28.6 \n", + "Learning disability no 30.5 \n", " yes 0.0 \n", - "Cancer (lung) no 29.2 \n", + "SSRI (last 12 months) no 30.1 \n", " yes 0.0 \n", - "Cancer (excluding lung/haem) no 29.5 \n", + "Chemo or radiotherapy no 30.5 \n", " yes 0.0 \n", - "Cancer (haematological) no 29.2 \n", - " yes NaN \n", - "brand of first dose Unknown 29.2 \n", + "Cancer (lung) no 30.3 \n", + " yes 0.0 \n", + "Cancer (excluding lung/haem) no 30.7 \n", + "Cancer (haematological) no 30.7 \n", + " yes 0.0 \n", + "brand of first dose Unknown 30.5 \n", "\n", " Total population \n", "Category Group \n", - "overall overall 3,486 \n", - "Sex F 1,778 \n", - " M 1,708 \n", - "Age band 0 203 \n", - " 0-15 224 \n", - " 16-29 196 \n", - " 30-34 196 \n", - " 35-39 203 \n", + "overall overall 3,633 \n", + "Sex F 1,827 \n", + " M 1,806 \n", + "Age band 0 49 \n", + " 0-15 238 \n", + " 16-17 266 \n", + " 18-29 203 \n", + " 30-34 259 \n", + " 35-39 245 \n", " 40-44 238 \n", - " 45-49 252 \n", - " 50-54 231 \n", - " 55-59 224 \n", - " 60-64 217 \n", - " 65-69 224 \n", - " 70-74 224 \n", - " 75-79 217 \n", - " 80-84 210 \n", - " 85-89 217 \n", - " 90+ 210 \n", + " 45-49 238 \n", + " 50-54 238 \n", + " 55-59 245 \n", + " 60-64 224 \n", + " 65-69 217 \n", + " 70-74 210 \n", + " 75-79 224 \n", + " 80-84 224 \n", + " 85-89 259 \n", + " 90+ 56 \n", "Ethnicity (broad categories) Black 616 \n", - " Mixed 595 \n", - " Other 609 \n", - " South Asian 539 \n", - " Unknown 553 \n", - " White 574 \n", - "ethnicity 16 groups African 175 \n", - " Bangladeshi or British Bangladeshi 154 \n", - " Caribbean 189 \n", - " Chinese 189 \n", - " Other 168 \n", - " Other Asian 182 \n", - " British or Mixed British 175 \n", - " Indian or British Indian 189 \n", - " Irish 189 \n", - " Other Black 182 \n", - " Other White 189 \n", - " Other mixed 217 \n", - " Pakistani or British Pakistani 175 \n", + " Mixed 609 \n", + " Other 616 \n", + " South Asian 616 \n", " Unknown 546 \n", - " White + Asian 189 \n", + " White 623 \n", + "ethnicity 16 groups African 196 \n", + " Bangladeshi or British Bangladeshi 203 \n", + " Caribbean 175 \n", + " Chinese 224 \n", + " Other 161 \n", + " Other Asian 168 \n", + " British or Mixed British 203 \n", + " Indian or British Indian 196 \n", + " Irish 217 \n", + " Other Black 182 \n", + " Other White 182 \n", + " Other mixed 182 \n", + " Pakistani or British Pakistani 196 \n", + " Unknown 532 \n", + " White + Asian 231 \n", " White + Black African 182 \n", - " White + Black Caribbean 203 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 686 \n", - " 2 623 \n", - " 3 679 \n", + " White + Black Caribbean 210 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 700 \n", + " 2 693 \n", + " 3 686 \n", " 4 665 \n", - " 5 Least deprived 672 \n", - " Unknown 154 \n", - "BMI 30+ 1,008 \n", - " under 30 2,478 \n", - "Chronic cardiac disease no 3,458 \n", - "Current COPD no 3,444 \n", + " 5 Least deprived 693 \n", + " Unknown 196 \n", + "BMI 30+ 1,085 \n", + " under 30 2,548 \n", + "Chronic cardiac disease no 3,598 \n", + " yes 35 \n", + "Current COPD no 3,591 \n", " yes 42 \n", - "Dialysis no 3,451 \n", + "Dialysis no 3,598 \n", " yes 35 \n", - "DMARDs no 3,451 \n", + "DMARDs no 3,598 \n", " yes 35 \n", - "Dementia no 3,451 \n", + "Dementia no 3,598 \n", " yes 35 \n", - "Psychosis, schizophrenia, or bipolar no 3,444 \n", - "Learning disability no 3,409 \n", + "Psychosis, schizophrenia, or bipolar no 3,591 \n", + " yes 42 \n", + "Learning disability no 3,556 \n", " yes 77 \n", - "SSRI (last 12 months) no 3,458 \n", - "Chemo or radiotherapy no 3,451 \n", + "SSRI (last 12 months) no 3,598 \n", " yes 35 \n", - "Cancer (lung) no 3,458 \n", - " yes 28 \n", - "Cancer (excluding lung/haem) no 3,444 \n", - " yes 42 \n", - "Cancer (haematological) no 3,451 \n", + "Chemo or radiotherapy no 3,598 \n", " yes 35 \n", - "brand of first dose Unknown 1,722 " + "Cancer (lung) no 3,584 \n", + " yes 49 \n", + "Cancer (excluding lung/haem) no 3,598 \n", + "Cancer (haematological) no 3,584 \n", + " yes 49 \n", + "brand of first dose Unknown 1,799 " ] }, "metadata": {}, @@ -2404,7 +2469,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -2462,7 +2527,7 @@ " \n", " \n", " \n", - " Second Doses due at 25 May (n)\n", + " Second Doses due at 03 Sep (n)\n", " Second doses overdue (n)\n", " Second doses given (n)\n", " Second doses given (% of due)\n", @@ -2482,77 +2547,85 @@ " \n", " overall\n", " overall\n", - " 293\n", - " 203\n", - " 90\n", - " 30.7\n", - " 1,351\n", + " 410\n", + " 290\n", + " 120\n", + " 29.3\n", + " 1,365\n", " \n", " \n", " Sex\n", " F\n", - " 154\n", - " 105\n", - " 49\n", - " 31.8\n", - " 686\n", + " 217\n", + " 147\n", + " 70\n", + " 32.3\n", + " 721\n", " \n", " \n", " M\n", - " 140\n", - " 98\n", - " 42\n", - " 30.0\n", - " 672\n", + " 196\n", + " 147\n", + " 49\n", + " 25.0\n", + " 644\n", " \n", " \n", - " Age band\n", + " Age band\n", " 0\n", - " 14\n", - " 14\n", + " 7\n", + " 7\n", " 0\n", " 0.0\n", - " 84\n", + " 28\n", " \n", " \n", " 0-15\n", " 21\n", - " 21\n", - " 0\n", - " 0.0\n", - " 98\n", + " 14\n", + " 7\n", + " 33.3\n", + " 77\n", " \n", " \n", - " 16-29\n", - " 14\n", + " 16-17\n", + " 42\n", + " 28\n", " 14\n", - " 0\n", - " 0.0\n", - " 77\n", + " 33.3\n", + " 98\n", " \n", " \n", - " 30-34\n", - " 21\n", + " 18-29\n", + " 28\n", " 21\n", - " 0\n", - " 0.0\n", + " 7\n", + " 25.0\n", " 84\n", " \n", " \n", - " 35-39\n", + " 30-34\n", + " 28\n", " 21\n", + " 7\n", + " 25.0\n", + " 77\n", + " \n", + " \n", + " 35-39\n", + " 28\n", " 21\n", - " 0\n", - " 0.0\n", - " 70\n", + " 7\n", + " 25.0\n", + " 84\n", " \n", " \n", " 40-44\n", - " 14\n", - " 14\n", - " 0\n", - " 0.0\n", - " 84\n", + " 35\n", + " 28\n", + " 7\n", + " 20.0\n", + " 119\n", " \n", " \n", " 45-49\n", @@ -2560,31 +2633,31 @@ " 14\n", " 0\n", " 0.0\n", - " 70\n", + " 77\n", " \n", " \n", " 50-54\n", - " 14\n", - " 14\n", + " 21\n", + " 21\n", " 0\n", " 0.0\n", - " 91\n", + " 70\n", " \n", " \n", " 55-59\n", " 21\n", - " 14\n", - " 7\n", - " 33.3\n", - " 70\n", + " 21\n", + " 0\n", + " 0.0\n", + " 77\n", " \n", " \n", " 60-64\n", + " 28\n", " 21\n", - " 14\n", " 7\n", - " 33.3\n", - " 77\n", + " 25.0\n", + " 91\n", " \n", " \n", " 65-69\n", @@ -2592,15 +2665,15 @@ " 14\n", " 7\n", " 33.3\n", - " 77\n", + " 91\n", " \n", " \n", " 70-74\n", + " 21\n", " 14\n", - " 14\n", - " 0\n", - " 0.0\n", - " 91\n", + " 7\n", + " 33.3\n", + " 105\n", " \n", " \n", " 75-79\n", @@ -2608,253 +2681,258 @@ " 21\n", " 0\n", " 0.0\n", - " 91\n", + " 84\n", " \n", " \n", " 80-84\n", + " 35\n", " 21\n", " 14\n", - " 7\n", - " 33.3\n", + " 40.0\n", " 98\n", " \n", " \n", " 85-89\n", - " 14\n", - " 7\n", + " 28\n", + " 21\n", " 7\n", - " 50.0\n", - " 98\n", + " 25.0\n", + " 91\n", " \n", " \n", " 90+\n", - " 21\n", - " 21\n", + " 7\n", + " 7\n", " 0\n", " 0.0\n", - " 98\n", + " 21\n", " \n", " \n", " Ethnicity (broad categories)\n", " Black\n", - " 35\n", - " 21\n", - " 14\n", - " 40.0\n", - " 203\n", + " 77\n", + " 49\n", + " 28\n", + " 36.4\n", + " 238\n", " \n", " \n", " Mixed\n", - " 49\n", - " 49\n", - " 0\n", - " 0.0\n", - " 245\n", + " 63\n", + " 42\n", + " 21\n", + " 33.3\n", + " 231\n", " \n", " \n", " Other\n", - " 56\n", - " 42\n", + " 77\n", + " 63\n", " 14\n", - " 25.0\n", + " 18.2\n", " 231\n", " \n", " \n", " South Asian\n", - " 49\n", - " 35\n", + " 56\n", + " 42\n", " 14\n", - " 28.6\n", - " 210\n", + " 25.0\n", + " 217\n", " \n", " \n", " Unknown\n", - " 56\n", - " 35\n", + " 63\n", + " 42\n", " 21\n", - " 37.5\n", - " 231\n", + " 33.3\n", + " 203\n", " \n", " \n", " White\n", + " 77\n", " 49\n", " 28\n", - " 21\n", - " 42.9\n", - " 224\n", + " 36.4\n", + " 245\n", " \n", " \n", " Dementia\n", " no\n", - " 294\n", - " 203\n", - " 91\n", - " 31.0\n", - " 1,344\n", + " 406\n", + " 287\n", + " 119\n", + " 29.3\n", + " 1,351\n", " \n", " \n", " brand of first dose\n", " Unknown\n", - " 294\n", - " 203\n", - " 91\n", - " 31.0\n", - " 693\n", + " 406\n", + " 287\n", + " 119\n", + " 29.3\n", + " 651\n", " \n", " \n", "\n", "" ], "text/plain": [ - " Second Doses due at 25 May (n) \\\n", + " Second Doses due at 03 Sep (n) \\\n", "Category Group \n", - "overall overall 293 \n", - "Sex F 154 \n", - " M 140 \n", - "Age band 0 14 \n", + "overall overall 410 \n", + "Sex F 217 \n", + " M 196 \n", + "Age band 0 7 \n", " 0-15 21 \n", - " 16-29 14 \n", - " 30-34 21 \n", - " 35-39 21 \n", - " 40-44 14 \n", + " 16-17 42 \n", + " 18-29 28 \n", + " 30-34 28 \n", + " 35-39 28 \n", + " 40-44 35 \n", " 45-49 14 \n", - " 50-54 14 \n", + " 50-54 21 \n", " 55-59 21 \n", - " 60-64 21 \n", + " 60-64 28 \n", " 65-69 21 \n", - " 70-74 14 \n", + " 70-74 21 \n", " 75-79 21 \n", - " 80-84 21 \n", - " 85-89 14 \n", - " 90+ 21 \n", - "Ethnicity (broad categories) Black 35 \n", - " Mixed 49 \n", - " Other 56 \n", - " South Asian 49 \n", - " Unknown 56 \n", - " White 49 \n", - "Dementia no 294 \n", - "brand of first dose Unknown 294 \n", + " 80-84 35 \n", + " 85-89 28 \n", + " 90+ 7 \n", + "Ethnicity (broad categories) Black 77 \n", + " Mixed 63 \n", + " Other 77 \n", + " South Asian 56 \n", + " Unknown 63 \n", + " White 77 \n", + "Dementia no 406 \n", + "brand of first dose Unknown 406 \n", "\n", " Second doses overdue (n) \\\n", "Category Group \n", - "overall overall 203 \n", - "Sex F 105 \n", - " M 98 \n", - "Age band 0 14 \n", - " 0-15 21 \n", - " 16-29 14 \n", + "overall overall 290 \n", + "Sex F 147 \n", + " M 147 \n", + "Age band 0 7 \n", + " 0-15 14 \n", + " 16-17 28 \n", + " 18-29 21 \n", " 30-34 21 \n", " 35-39 21 \n", - " 40-44 14 \n", + " 40-44 28 \n", " 45-49 14 \n", - " 50-54 14 \n", - " 55-59 14 \n", - " 60-64 14 \n", + " 50-54 21 \n", + " 55-59 21 \n", + " 60-64 21 \n", " 65-69 14 \n", " 70-74 14 \n", " 75-79 21 \n", - " 80-84 14 \n", - " 85-89 7 \n", - " 90+ 21 \n", - "Ethnicity (broad categories) Black 21 \n", - " Mixed 49 \n", - " Other 42 \n", - " South Asian 35 \n", - " Unknown 35 \n", - " White 28 \n", - "Dementia no 203 \n", - "brand of first dose Unknown 203 \n", + " 80-84 21 \n", + " 85-89 21 \n", + " 90+ 7 \n", + "Ethnicity (broad categories) Black 49 \n", + " Mixed 42 \n", + " Other 63 \n", + " South Asian 42 \n", + " Unknown 42 \n", + " White 49 \n", + "Dementia no 287 \n", + "brand of first dose Unknown 287 \n", "\n", " Second doses given (n) \\\n", "Category Group \n", - "overall overall 90 \n", - "Sex F 49 \n", - " M 42 \n", + "overall overall 120 \n", + "Sex F 70 \n", + " M 49 \n", "Age band 0 0 \n", - " 0-15 0 \n", - " 16-29 0 \n", - " 30-34 0 \n", - " 35-39 0 \n", - " 40-44 0 \n", + " 0-15 7 \n", + " 16-17 14 \n", + " 18-29 7 \n", + " 30-34 7 \n", + " 35-39 7 \n", + " 40-44 7 \n", " 45-49 0 \n", " 50-54 0 \n", - " 55-59 7 \n", + " 55-59 0 \n", " 60-64 7 \n", " 65-69 7 \n", - " 70-74 0 \n", + " 70-74 7 \n", " 75-79 0 \n", - " 80-84 7 \n", + " 80-84 14 \n", " 85-89 7 \n", " 90+ 0 \n", - "Ethnicity (broad categories) Black 14 \n", - " Mixed 0 \n", + "Ethnicity (broad categories) Black 28 \n", + " Mixed 21 \n", " Other 14 \n", " South Asian 14 \n", " Unknown 21 \n", - " White 21 \n", - "Dementia no 91 \n", - "brand of first dose Unknown 91 \n", + " White 28 \n", + "Dementia no 119 \n", + "brand of first dose Unknown 119 \n", "\n", " Second doses given (% of due) \\\n", "Category Group \n", - "overall overall 30.7 \n", - "Sex F 31.8 \n", - " M 30.0 \n", + "overall overall 29.3 \n", + "Sex F 32.3 \n", + " M 25.0 \n", "Age band 0 0.0 \n", - " 0-15 0.0 \n", - " 16-29 0.0 \n", - " 30-34 0.0 \n", - " 35-39 0.0 \n", - " 40-44 0.0 \n", + " 0-15 33.3 \n", + " 16-17 33.3 \n", + " 18-29 25.0 \n", + " 30-34 25.0 \n", + " 35-39 25.0 \n", + " 40-44 20.0 \n", " 45-49 0.0 \n", " 50-54 0.0 \n", - " 55-59 33.3 \n", - " 60-64 33.3 \n", + " 55-59 0.0 \n", + " 60-64 25.0 \n", " 65-69 33.3 \n", - " 70-74 0.0 \n", + " 70-74 33.3 \n", " 75-79 0.0 \n", - " 80-84 33.3 \n", - " 85-89 50.0 \n", + " 80-84 40.0 \n", + " 85-89 25.0 \n", " 90+ 0.0 \n", - "Ethnicity (broad categories) Black 40.0 \n", - " Mixed 0.0 \n", - " Other 25.0 \n", - " South Asian 28.6 \n", - " Unknown 37.5 \n", - " White 42.9 \n", - "Dementia no 31.0 \n", - "brand of first dose Unknown 31.0 \n", + "Ethnicity (broad categories) Black 36.4 \n", + " Mixed 33.3 \n", + " Other 18.2 \n", + " South Asian 25.0 \n", + " Unknown 33.3 \n", + " White 36.4 \n", + "Dementia no 29.3 \n", + "brand of first dose Unknown 29.3 \n", "\n", " Total population \n", "Category Group \n", - "overall overall 1,351 \n", - "Sex F 686 \n", - " M 672 \n", - "Age band 0 84 \n", - " 0-15 98 \n", - " 16-29 77 \n", - " 30-34 84 \n", - " 35-39 70 \n", - " 40-44 84 \n", - " 45-49 70 \n", - " 50-54 91 \n", - " 55-59 70 \n", - " 60-64 77 \n", - " 65-69 77 \n", - " 70-74 91 \n", - " 75-79 91 \n", + "overall overall 1,365 \n", + "Sex F 721 \n", + " M 644 \n", + "Age band 0 28 \n", + " 0-15 77 \n", + " 16-17 98 \n", + " 18-29 84 \n", + " 30-34 77 \n", + " 35-39 84 \n", + " 40-44 119 \n", + " 45-49 77 \n", + " 50-54 70 \n", + " 55-59 77 \n", + " 60-64 91 \n", + " 65-69 91 \n", + " 70-74 105 \n", + " 75-79 84 \n", " 80-84 98 \n", - " 85-89 98 \n", - " 90+ 98 \n", - "Ethnicity (broad categories) Black 203 \n", - " Mixed 245 \n", + " 85-89 91 \n", + " 90+ 21 \n", + "Ethnicity (broad categories) Black 238 \n", + " Mixed 231 \n", " Other 231 \n", - " South Asian 210 \n", - " Unknown 231 \n", - " White 224 \n", - "Dementia no 1,344 \n", - "brand of first dose Unknown 693 " + " South Asian 217 \n", + " Unknown 203 \n", + " White 245 \n", + "Dementia no 1,351 \n", + "brand of first dose Unknown 651 " ] }, "metadata": {}, @@ -2936,7 +3014,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAtcAAAIkCAYAAADViAfqAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nOzdd5xcVfnH8c+XDqFICb1JF2lCABGEKKCICIigRKUrYC+IoqBGEcWfYEXFUKRppGNQpKgQUIEkhEBCl6IhhA6hCiQ8vz/OGXIZZnfvzNzZ2ex+36/XvHbmlmeemZ199sy9556jiMDMzMzMzNo3X7cTMDMzMzMbLNy4NjMzMzOriBvXZmZmZmYVcePazMzMzKwiblybmZmZmVXEjWszMzMzs4q4cT3ESDpQ0j+a2P4BSTt1MqeBTtJISQ92MP5YSXt2Kn7hedaXNEXSs5I+X3KfkLROp3Mrq8rfhaQJkt5aRSyzTnHNbp5rtmt2t7lxXTFJ20n6l6RZkp6U9E9JW3Y7LxuYJG0CbAr8MT/eVNJtkh6X9OXCdgtKulHSam083VeBqyNiiYj4eYNcrpH0iTbiz2tOAL7b7SSsu1yzrRmu2V01z9RsN64rJGlJ4E/AL4BlgFWA7wAvdTMvK0/SAv38lIcBv4u5szn9APgKqXgfLWnFvPzLwIURMb2N51oDuK2N/QebccC7Cu+xDTGu2fM+1+whZd6p2RHhW0U3YATwdB/bHAzcATwFXAGsUVj3VuAq4EngEeAbefnCwE+Bh/Ltp8DCed1I4EHgCOBRYCZwUCHmsqQP5DPABOBY4B+95Lcf8B/gCeBo4AFgpxJ5LEf6J/V0zv86YL68bmXgQuAx4H7g84Xn2wqYlPN7BPhxL7l9Evh3jj8OWDkv/zVwQt22fwS+XOL5RwMXAOfkHD4BLAqckX9HtwNHAg8W9glgncLjM4DvFR7vBkzJ78W/gE16eU33AdsVHt9ReE9vyO/PGvl3t2CJz+DupGL8NHAN8Ja8/O/AHOB/wHPAenX7HVe3/qTCaz0cuCfH/CWgvG4+4Jj8eXkUOAtYKq9bJL+nT+T9JgIr5HVLAaeRPqszgO8B8/fwejr6uyD9vR3Q7drhW3duuGa7Zodrdl7nml1lbel2AoPpBiyZP5hnAu8Dlq5bvwep0LwFWCB/yP+V1y2RP7hH5A/5EsDWed138x/t8sDw/IE7Nq8bCczO2ywI7Aq8UHtu4A/AecAwYKP8h9GwUAMb5j/S7UlF+cc59k4l8vgBcHLOYUHgnYDyH/NNwLeAhYC1SMXpvXm/64H98v3Fgbf3kNu7gceBzXNuvwCuzeu2B6Yzt4AsDbxIKtB9Pf9o4BVgz7ztosDxpH80ywCrAdMoWRyAt5GK1tbA/MABpH92Czd4TcNyrOGFZecDHwBWBR4m/aO9BNihxOdvPeB5YOf8O/gq6fO2UF5/DfCJXvZ/w/qc35+ANwGrk/7Z7ZLXHZzjr5V/dxcBZ+d1hwGXAovl92ELYMm87mLgN/n1L0/6J3RYDzl19HcB/JxeGge+De4brtmu2a7ZrtmdqC3dTmCw3UhF+AzSkYnZpG/rtW9/fwEOKWw7H6morgGMAm7uIea9wK6Fx+8FHsj3R5KK0gKF9Y8Cb88fzleADQrrvk/PhfpbwB8Kj4cBLzO3UPeWx3dJRx7WqYu5NfDfumVfB36b719LOg27XB/v62nA/xUeL55f25qkfwj/BbbP6z4J/L3k848mF/zC+vvIxSg/PrSJ4vBr8j+vwvq7aFBoSaegA1iksGwN4DJgcv5M7A6cTSqSfwTGA/v08B59Eziv7vM1AxiZH19Da4W6eJTmPOCofP9vwKcL69bPv5MFSEW80VGHFUin3BctLBtF6lfYKKeO/i5IR39Ob/bv3LfBc8M12zXbNds1u+Kb+1xXLCLuiIgDI2JV0lGHlUmn4iD9Ef5M0tOSaqfiRPqDXY1UCBtZmXQap+Y/eVnNExExu/D4BVIhG076o5let29PVi5uGxHPk47qlMnjR6RvxFdKuk/SUXn5GsDKtdecX/c3SH+wAIeQvr3fKWmipN16ye21546I53Juq0T6i/sD6Q8e4KPA70o+P7z+/XnD+0Dv71m9NYAj6p5vNV7/+6p5Ov9covC6/hMRu0bE5qTCfCypP98JwLmkwv1jScs0iFf/Hr2aX8cqTeTfyMOF+7XP1hueL99fgPTenk06hf4HSQ9J+j9JC5LenwWBmYX35zekoyGNdPp3sQRzfw82BLlmu2bjmu2aXTE3rjsoIu4kfSvbKC+aTjqV8qbCbdGI+Fdet1YPoR4ifehqVs/L+vIY6UhM8Wrl1XvZfmZxW0mLkU5x9ZlHRDwbEUdExFqkYvJlSTuSXtf9da95iYjYNe93T0SMIv2h/hC4QNKwBrm97rnzNsuSvuUDjAX2lrQG6cjHhXl5r8+fRW/vA298z14gnTqrKV5cMR04ru75FouIsfUvKP8jvJf0j6qRbwGnRMQjwMbApIiYRTrC1miopfr3SPl1zGiwbSP170NfGn0eZgOPRMQrEfGdiNgQeAepH93+pPfnJdJRr9r7s2RE9DS8Uqd/F28Bbin3cm2wc812zXbNds2ughvXFZK0gaQjJK2aH69G+mZ+Q97kZODrtXEaJS0laZ+87k/ASpK+KGlhSUtI2jqvGwscI2m4pOVIf8Dn9JVPRMwh9akaLWkxSRuS+jD15AJgtzw01UKk04bFz0iPeUjaTdI6uTjMIl1o8Sqpb9azkr4maVFJ80vaqDbUlaSPSxqev7HXvo2+2iC3scBBkjaTtDDpVOmNEfFAfq03k/r3nQpcERG1WL0+fw/OI/2els6/y8/VrZ8CfDTH2gXYobDuFOBwSVsrGSbp/ZKWoLHL6vYnvy8bkk4f/zovuh94t6QVgHVJp1Qb5f1+STvmIw5HkIriv3p5rUWP0HNjoZGxwJckvVnS4qTfybkRMVvSuyRtLGl+0kVHrwCvRsRM4ErgRElLSppP0tqS3vAeFF5TR34XkhYh9Su8qonXbIOIa7ZrNq7ZrtmdUN9PxLfWb6RTOeeRvnU+n3/+hnxRQN5mP2Aq6cM7nULfIdLRkr+RrrJ9mLn9pBYhdeKfmW8/J/f5Il95XpfHA8ztczec9E+g7JXnB5CKQKMrz3vL40t52+dJ39K/WYi5MumP+uH82m4oxDyH1N/wOdIV03v2ktvhpKMGT+bXtGrd+m+SvsnvU7e8t+cfDZxTt/1ipKuon6bx1c4jcq7Pkk6ljeX1VzvvQrrS+un8Pp0PLNHDa9oox1Ld8qvJF0flx5vmXB4nX1HfQ7wP5u1mkfr6vbWw7hp677+3DXB3fo9+npf11j9uPtI/6+mkI27nMPeirFGkvnLPk/4B/Jzcx5R05fmv8+dkFnAzsG8POXXsdwHsA1zU7brhW/duuGY/gGt2r3WiwWtyzXbN7vNWu1LXzLpE0u9JF7Vc0u1chhJJN5IuVpvW7VzMbN7hmt0d81LNduPazMzMzKwi7nNtZmZmZlYRN67NzMzMzCrixrWZmZmZWUXcuLYBTVJIajQ+6IAlaaSkBwfbc5mZ9WZerNedIOmdku7qdh7WPW5c25CSG6Mh6WvdzsXMzN5I0oGS5kh6Lt/ul/RbST1N3tJV9V8qIuK6iFi/mzlZd7lxbUPNAaQxV/fvdiJmZtaj6yNicdIYyzsBLwI3Sdqo993Mus+Na5sX7CrpPkmPS/pRniFqIUlPStq4tpGk5SW9IGl4oyBK0+/uDXwGWFfSiLr1+0v6j6QnJH1T0gOSdsrr5pN0lKR78/rzJC3TW9KSvpFzfkDSxwrL3y/pZknPSJouaXRh3Zr5KMgBkv6b9z+6sH5RSWdIekrS7UBvs5aZmfW3Sup1TUTMiYh7I+LTpElWRhdivF3SvyQ9LekWSSML666R9L28/jlJl0paVtLvcu2dKGnNwvYbSLoq53mXpA8X1p0h6ZeS/izpWUk3Slo7r7s2b3ZLfp6P1HfXK/zveFbS7ZI+2OJ7a/MIN65tXvBB0qxOmwN7AAdHxMvAH4CPF7YbBfwtIh7rIc5epFnFzgeuoDCtsNLUtb8CPgasRDpaskph388Be5Kmal2ZNCPWL3vJeUVguRzjAGCMpNppwudJR87fBLwf+JSkPev23w5YH9gR+Jakt+Tl3wbWzrf30vvUyGZm/a2qet3IRcA7ASStAvwZ+B6wDPAV4MK6xvq+pBk2VyHVzOuB3+bt7yDV09qBl6uA3wPL5/1+lf8vFGN9B1ga+DdwHEBEbJ/XbxoRi0fEuQ3yvjfnvVSOcY6klZp43TaPcePa5gU/jIgnI+K/wE9JRRngTGCUJOXH+5GmU+3JAcC5ETGHVET3lbRgXrc3cGlE/CP/I/gWaRrZmsOBoyPiwYh4iXT0ZG9JC/TyfN+MiJciYjzpn8CHASLimoiYGhGvRsStpOlfd6jb9zsR8WJE3ALcQppKlxzjuPx+TCdNUWtmNlBUVa8beYjUMIbUUL8sIi7LtfQqYBKwa2H73+aj3rOAvwD3RsRfI2I26SDL2/J2uwEPRMRvI2J2RNwMXEiabrvm4oiYkPf9HbBZ2aQj4vyIeCjneS5wD7BVk6/d5iFuXNu8YHrh/n9IR46JiBuBF4CRkjYA1gHGNQogaTXgXaSiCPBHYBHSkWNyzNeeJyJeAJ4ohFgDuDiffnyadNRjDrBCDzk/FRHPN8pb0taSrpb0mKRZpIb7cnX7P1y4/wKweKM8c1wzs4Gi7Xrdi1VI18xAqsn71Gpyrsvbkc481jxSuP9ig8e1uroGsHVdrI+RzkDW9FST+5S7HE4pxN6IN9Z8G0R6O+pmNlCsBtyW769OOnpRcybpCMbDwAUR8b8eYuxH+jJ56dwDJyxCOpp9CTCT1A0DSH2bgWUL+08nnd78Z8mcl5Y0rNDAXh2Ylu//HjgJeF9E/E/STylfaGfyxvfDzGygqKJe9+SDwHX5/nTg7Ij4ZBu51kwHxkfEzhXEeh1JawCnkLr4XR8RcyRNAdT7njYv85FrmxccKWnpfPT5C0CxT9s5pIL7ceCsXmIcQOrrtlnh9iHSxTfLAhcAH5D0DkkLkbp9FIvfycBxuVAiabikPfrI+zv5Qp53kk47np+XLwE8mRvWWwEf7SNO0XnA1/P7sSqpL7iZ2UBRRb1+jaT5Jb1Z0i+AkaQ6Xov1AUnvzdsski8kXLWFnP8ErCdpP0kL5tuWhWtd+vIIsFYP64aRuhg+ll/PQaQj1zaIuXFt84I/AjcBU0h9l0+rrcj9jieTitd1jXaW9HbSab9fRsTDhds40oUpoyLiNlJD9Q+ko8PPAY8CL+UwPyOdwrxS0rPADcDWveT8MOmix4dIXVEOj4g787pPA9/Ncb5FajCX9R3Sqdb7gStpvs+imVkntVWvC7aR9BzwDHANsCSwZURMLcTaA/gGqeE6HTiSFto1EfEs8B7SRYsPker3D4GFS4YYDZyZu318uLgiIm4HTiRdTPkIsDFQ9gyozaMUEX1vZTaASTodeCgijqkw5uLA08C6EXF/VXHNzIayTtRrs4HGfa5tnpbHKd2LuVd9txPrA8DfSN1BTgCmAg+0G9fMzKqt12YDWce6hUg6XdKjkqYVlo2WNCNfNTtF0q497LtLHsT935KO6lSONm+TdCzpIsEfVXR0eQ/SKcGHgHWBfcOndmwIcd22TulAvTYbsDrWLUTS9qR+q2dFxEZ52WjguYg4oZf95gfuBnYGHgQmkvrE3t6RRM3MDHDdNjOrQseOXEfEtcwdj7IZWwH/joj7CrM69TUqg5mZtcl128ysfd3oc/1ZSfuTZlI6IiKeqlu/Cq8fhP5BehmVQdKhwKEAw4YN22KDDTaoOF0zs8676aabHo+I4X1v2RWV1W3X7NZNnTGr2ynYILbxKkt1O4V5Sm81u78b178GjiUNw3MsaXiag9sJGBFjgDEAI0aMiEmTJrWbo5lZv5M0UGfbrLRuu2a3bs2j/tztFGwQm3T8+/veyF7TW83u13GuI+KRiJgTEa+SZizaqsFmM0gzPNWsmpeZmVk/c902M2tOvzauJa1UePhB5k4HXTQRWDfPyLQQaVD3cf2Rn5mZvZ7rtplZczrWLUTSWNJUpctJehD4NjBS0mak04sPAIflbVcGTo2IXSNitqTPAlcA8wOn59nzzMysg1y3zcza17HGdUSMarD4tAbLiIiHgF0Ljy8DLutQamZm1oDrtplZ+/q1W4iZmZmZ2WDmxrWZmZmZWUVKdQuRNB+wKbAy8CIwLSIe7WRiZmbWGtdsM7Pu6bVxLWlt4GvATsA9wGPAIsB6kl4AfgOcmYdoMjOzLnLNNjPrvr6OXH+PNIHAYRERxRWSlgc+CuwHnNmZ9MzMrAmu2WZmXdZr47qHK8dr6x4Fflp5RmZm1hLXbDOz7mvqgkZJ60g6R9KFkrbpVFJmZtY+12wzs/7XV5/rRSLif4VFxwJfzfcvBTbrVGJmZtYc12wzs+7r68j1pZL2Lzx+BVgTWAOY06mkzMysJa7ZZmZd1lfjehdgSUmXS9oe+ArwXuCDwMc6nZyZmTXFNdvMrMv6uqBxDnCSpLOBbwKfAo6JiHv7IzkzMyvPNdvMrPv66nO9NXAk8DLwfdJkBMdJmgEcGxFPdz5FMzMrwzXbzKz7+hrn+jfArsDiwG8jYltgX0k7AOeSTjeamdnA4JptZtZlfTWuZ5MuhhlGOhICQESMB8Z3Li0zM2uBa7aZWZf11bj+KHAYqUjv38e2ZmbWXa7ZZmZd1lfj+p6IOKK3DSSpfprdvPx0YDfg0YjYKC/7EfABUuG/FzioUR9ASQ8Az5KGjpodESNKvBYzs6Gu5Zqd17lum5m1qa+h+K6W9DlJqxcXSlpI0rslnQkc0MO+Z5CGhSq6CtgoIjYB7ga+3stzvysiNnOBNjMrrZ2aDa7bZmZtKzPO9RxgrKSHJN0u6T7gHmAU8NOIOKPRjhFxLfBk3bIrI2J2fngDsGo7yZuZ2eu0XLPBddvMrAp9jXP9P+BXwK8kLQgsB7xY0XBOB5OuXm/41MCVkgL4TUSM6SmIpEOBQwFWX331njYzMxv0OlyzoYK67ZptZoNdX32uXxMRrwAzq3hSSUeTrmr/XQ+bbBcRMyQtD1wl6c58RKVRXmOAMQAjRoxo2I/QzGyoqbJmQ3V12zXbzAa7vrqFVE7SgaQLZj7W00U1ETEj/3wUuBjYqt8SNDOz13HdNjMrr18b15J2Ab4K7B4RL/SwzTBJS9TuA+8BpvVflmZmVuO6bWbWnNKNa0lrSNop31+0Vkh72X4scD2wvqQHJR0CnAQsQTplOEXSyXnblSVdlnddAfiHpFuACcCfI+Lypl+ZmdkQ1mzNztu5bpuZtalUn2tJnyRdgLIMsDbpavGTgR172iciRjVYfFoP2z5EmrKXiLgP2LRMXmZm9kat1Gxw3TYzq0LZI9efAbYFngGIiHuA5TuVlJmZtcU128ysS8o2rl+KiJdrDyQtQBp2yczMBh7XbDOzLinbuB4v6RvAopJ2Bs4HLu1cWmZm1gbXbDOzLinbuD4KeAyYChwGXAYc06mkzMysLa7ZZmZdUuqCxoh4FTgl38zMbABzzTYz656yo4XcT4P+ehGxVuUZmZlZW1yzzcy6p+z05yMK9xcB9iEN8WRmZgOPa7aZWZeU6nMdEU8UbjMi4qfA+zucm5mZtcA128yse8p2C9m88HA+0lGRske9zcysH7lmm5l1T9lie2Lh/mzgAeDDlWdjZmZVcM02M+uSsqOFvKvTiZiZWTVcs83MuqfXxrWkL/e2PiJ+XG06ZmbWKtdsM7Pu6+vI9RL55/rAlsC4/PgDwIROJWVmZi1xzTYz67JeG9cR8R0ASdcCm0fEs/nxaODPHc/OzMxKc802M+u+stOfrwC8XHj8cl5mZmYDj2u2mVmXlB0t5CxggqSL8+M9gTM6kpGZmbXLNdvMrEvKTiJzHHAQ8FS+HRQRP+hrP0mnS3pU0rTCsmUkXSXpnvxz6R72PSBvc4+kA8q9HDMzc802M+uePhvXkuaXdGdETI6In+XbzSXjnwHsUrfsKOBvEbEu8Lf8uP45lwG+DWwNbAV8u6eCbmZmc7lmm5l1V5+N64iYA9wlafVmg0fEtcCTdYv3AM7M988kna6s917gqoh4MiKeAq7ijQXfzMzquGabmXVX2T7XSwO3SZoAPF9bGBG7t/CcK0TEzHz/YRpfZLMKML3w+MG87A0kHQocCrD66k3/LzEzG4xcs83MuqRs4/qbnXjyiAhJ0WaMMcAYgBEjRrQVy8xskHDNNjPrkrIXNI4HHgAWzPcnApNbfM5HJK0EkH8+2mCbGcBqhcer5mVmZtYH12wzs+4p1biW9EngAuA3edEqwCUtPuc4oHYl+QHAHxtscwXwHklL54ti3pOXmZlZH1yzzcy6p+wkMp8BtgWeAYiIe4Dl+9pJ0ljgemB9SQ9KOgQ4HthZ0j3ATvkxkkZIOjXHfxI4lnS0ZSLw3bzMzMz65pptZtYlZftcvxQRL0sCQNICQJ995SJiVA+rdmyw7STgE4XHpwOnl8zPzMzmcs02M+uSskeux0v6BrCopJ2B84FLO5eWmZm1wTXbzKxLyjaujwIeA6YChwGXAcd0KikzM2uLa7aZWZeU7RayJ3BWRJzSyWTMzKwSrtlmZl1S9sj1B4C7JZ0tabfcf8/MzAYm12wzsy4pO871QcA6pH57o4B7a1eJm5nZwOKabWbWPaWPZkTEK5L+QrrifFHSacdP9L6XmZl1g2u2mVl3lJ1E5n2SzgDuAT4EnAqs2MG8zMysRa7ZZmbdU/bI9f7AucBhEfFSB/MxM7P2uWabmXVJqcZ1RIyStAJpli6ACRHxaEczMzOzlrhmm5l1T9luIfsAE4B9gA8DN0rau5OJmZlZa1yzzcy6p2y3kGOALWtHPiQNB/4KXNCpxMzMrGWu2WZmXVJ2nOv56k4pPtHEvmZm1r9cs83MuqTskevLJV0BjM2PP0KaTtfMzAYe12wzsy4pe0HjkZL2ArbLi8ZExMWdS8vMzFrlmm1m1j3NTCJzEXBRB3MxM7OKuGabmXVHv/fBk7S+pCmF2zOSvli3zUhJswrbfKu/8zQzs8R128ysvNJHrqsSEXcBmwFImh+YATQ6XXldROzWn7mZmdkbuW6bmZXX9JFrSUtL2qSi598RuDci/lNRPDMzK6i4ZoPrtplZr8pOInONpCUlLQNMBk6R9OMKnn9f5l7NXm8bSbdI+oukt/aS26GSJkma9Nhjj1WQkpnZvK2DNRvarNuu2WY22JU9cr1URDwD7AWcFRFbAzu188SSFgJ2B85vsHoysEZEbAr8ArikpzgRMSYiRkTEiOHDh7eTkpnZYFF5zYZq6rZrtpkNdmUb1wtIWok0je6fKnru9wGTI+KR+hUR8UxEPJfvXwYsKGm5ip7XzGyw60TNBtdtM7M+lW1cfxe4gtTPbqKktYB72nzuUfRwalHSipKU72+V83yizeczMxsqOlGzwXXbzKxPZSeROZ/CacCIuA/4UKtPKmkYsDNwWGHZ4Tn2ycDewKckzQZeBPaNiGj1+czMhpKqaza4bpuZlVWqcS1pPeDXwAoRsVG+8nz3iPheK08aEc8Dy9YtO7lw/yTgpFZim5kNdVXXbHDdNjMrq2y3kFOArwOvAETEraQrxs3MbOBxzTYz65KyjevFImJC3bLZVSdjZmaVcM02M+uSso3rxyWtDQSApL2BmR3LyszM2uGabWbWJWWnP/8MMAbYQNIM4H7g4x3LyszM2uGabWbWJWVHC7kP2ClfLT5fRDzb2bTMzKxVrtlmZt1TdvrzL0haEngB+ImkyZLe09nUzMysFa7ZZmbdU7bP9cF5Kt33kIZi2g84vmNZmZlZO1yzzcy6pGzjWvnnrsBZEXFbYZmZmQ0srtlmZl1StnF9k6QrSYX6CklLAK92Li0zM2uDa7aZWZeUHS3kEGAz4L6IeEHSssBBnUvLzMza4JptZtYlZUcLeVXSqsBHJQGMj4hLO5qZmZm1xDXbzKx7yo4WcjzwBeD2fPu8pO93MjEzM2uNa7aZWfeU7RayK7BZRLwKIOlM4GbgG51KzMzMWuaabWbWJWUvaAR4U+H+UlUnYmZmlXLNNjPrgrJHrn8A3CzpatJwTtsDR3UsKzMza4drtplZl5S9oHGspGuALfOir0XEw+08saQHgGeBOcDsiBhRt17Az0inN18ADoyIye08p5nZUOCabWbWPb02riVtXrfowfxzZUkrV1A43xURj/ew7n3Auvm2NfDr/NPMzBpwzTYz676+jlyfmH8uAowAbiGdYtwEmARs07nU2IM0s1gAN0h6k6SVImJmB5/TzGxe5pptZtZlvV7QGBHvioh3ATOBzSNiRERsAbwNmNHmcwdwpaSbJB3aYP0qwPTC4wfzsteRdKikSZImPfbYY22mZGY273LNNjPrvrKjhawfEVNrDyJiGvCWNp97u4jYnHQq8TOStm8lSESMyf9ARgwfPrzNlMzMBgXXbDOzLinbuL5V0qmSRubbKcCt7TxxRMzIPx8FLga2qttkBrBa4fGqtH/kxcxsKHDNNjPrkrKN64OA20gzftVm/Tqo1SeVNEzSErX7wHuAaXWbjQP2V/J2YJb77pmZleKabWbWJWWH4vsf8JN8q8IKwMVp5CYWAH4fEZdLOjw/38nAZaQhnf5NGtap5X8MZmZDiWu2mVn3lJ1EplIRcR+waYPlJxfuB/CZ/szLzMzeyDXbzKy8ZqY/NzMzMzOzXrhxbWZmZmZWkb5maLyUNLZpQxGxe+UZmZlZS1yzzcy6r68+1yfkn3sBKwLn5MejgEc6lZSZmbXENdvMrMt6bVxHxHgASSdGxIjCqkslTepoZmZm1hTXbDOz7ivb53qYpLVqDyS9GRjWmZTMzKxNrtlmZl1Sdii+LwHXSLoPELAGcFjHsjIzs3a4ZpuZdUnZSWQul7QusEFedGdEvNS5tMzMrFWu2WZm3dPMJDJbAGvmfTaVRESc1ZGszMysXa7ZZmZdUKpxLelsYG1gCjAnLw7AhdrMbIBxzTYz656yR65HABvm6W3NzGxgc802M+uSsp6nAHQAACAASURBVKOFTCONmWpmZgOfa7aZWZeUPXK9HHC7pAnAaxfFeLYvM7MByTXbzKxLyjauR3cyCTMzq9TobidgZjZUlR2Kb7ykFYAt86IJEfFo59IyM7NWuWabmXVPqT7Xkj4MTAD2AT4M3Chp71aeUNJqkq6WdLuk2yR9ocE2IyXNkjQl377VynOZmQ1FVdbsHM9128yspLLdQo4Gtqwd+ZA0HPgrcEELzzkbOCIiJktaArhJ0lURcXvddtdFxG4txDczG+qqrNngum1mVlrZ0ULmqzul+EQT+75ORMyMiMn5/rPAHcAqrcQyM7OGKqvZ4LptZtaMskeuL5d0BTA2P/4I8Jd2n1zSmsDbgBsbrN5G0i3AQ8BXIuK2HmIcChwKsPrqq7ebkpnZYNCRmg3t123XbDMb7Mpe0HikpL2A7fKiMRFxcTtPLGlx4ELgixHxTN3qycAaEfGcpF2BS4B1e8htDDAGYMSIEZ4wwcyGvE7UbKimbrtmm9lgV3b68zcDl0XERfnxopLWjIgHWnlSSQuSCvTvajGLikU7Ii6T9CtJy0XE4608n5nZUFJ1zc4xXLfNzEoo2wfvfODVwuM5eVnTJAk4DbgjIn7cwzYr5u2QtFXO84lWns/MbAiqrGaD67aZWTPK9rleICJerj2IiJclLdTic24L7AdMlTQlL/sGsHqOfTKwN/ApSbOBF4F9I8KnD83MyqmyZoPrtplZaWUb149J2j0ixgFI2gNo6VRfRPwDUB/bnASc1Ep8MzOrrmaD67aZWTPKNq4PB34n6ZdAAA8C+3csKzMza4drtplZl5QdLeRe4O35SnEi4rmOZmVmZi1zzTYz656y05+vIOk04Pw8zNKGkg7pcG5mZtYC12wzs+4pO1rIGcAVwMr58d3AFzuRkJmZte0MXLPNzLqibON6uYg4jzy0U0TMJg3tZGZmA49rtplZl5RtXD8vaVnShTFIejswq2NZmZlZO1yzzcy6pOxoIV8GxgFrS/onMJw0pqmZmQ08rtlmZl1SdrSQyZJ2ANYnjXV6V0S80tHMzMysJa7ZZmbd02u3EElbSloRXuuztwVwHHCipGX6IT8zMyvJNdvMrPv66nP9G+BlAEnbA8cDZ5H67o3pbGpmZtYk12wzsy7rq1vI/BHxZL7/EWBMRFwIXChpSmdTMzOzJrlmm5l1WV9HrueXVGuA7wj8vbCu7MWQZmbWP1yzzcy6rK9iOxYYL+lx4EXgOgBJ6+BhnczMBhrXbDOzLuu1cR0Rx0n6G7AScGVERF41H/C5TidnZmbluWabmXVfn6cJI+KGBsvu7kw6ZmbWDtdsM7PuKjtDY6Uk7SLpLkn/lnRUg/ULSzo3r79R0pr9n6WZmdW4bpuZldPvjWtJ8wO/BN4HbAiMkrRh3WaHAE9FxDrAT4Af9m+WZmZW47ptZlZeN45cbwX8OyLui4iXgT8Ae9RtswdwZr5/AbCjJPVjjmZmNpfrtplZSd0YmmkVYHrh8YPA1j1tExGzJc0ClgUerw8m6VDg0PzwOUl39fH8yzWK06QqYjiO4wyEOAMpl6EeZ40KnqdTKqvbLdRss1ZV9fc7JMjnmprVY82e58c9jYgxNDHzmKRJETGineesIobjOM5AiDOQcnGcoaHZmm3WKv/dWbd0o1vIDGC1wuNV87KG2+QJEZYCnuiX7MzMrJ7rtplZSd1oXE8E1pX0ZkkLAfsC4+q2GQcckO/vDfy9MF6rmZn1L9dtM7OS+r1bSO6L91ngCmB+4PSIuE3Sd4FJETEOOA04W9K/gSdJhbwqVZyOrOqUpuM4TrfjDKRcHGeAGgB126wV8/Tfnc275AMLZmZmZmbV6MokMmZmZmZmg5Eb12ZmZmZmFXHj2szMzMysIvP8ONe9kbQBadawVfKiGcC4iLije1mZmZmZ2WA1aI9cS/oaaYpeARPyTcBYSUd1M7eBStLybe6/tKQlB1suhZi7t7jfCEkflLR7/sLXtVyGUD4D7vNjZmZDw2A+cn0I8NaIeKW4UNKPgduA48sEkbRJRNya7y8IfA3YCpgGfC8iXmg2ThUkDSdN5DAHuC8inmty/2XqFwETJL2NNIrMkyXjrEx6L/cAFgdmSAI4HTiu/v0f6LkUYu3VIKdf5skxiIiLSsTYATgReBrYAvgnsLSkV4D9ImJ6b/tXmcsgz2fAfX7q4l4fEdu0sq+ZNUfSUsBo4J150XjguxExq2tJ2ZAzaI9cA68CKzdYvlJeV9YZhfvHA+uQGgSLAic3EedmSfdIOlbShk3s9zqSNpT0V+B64EbgFGCqpDNyUSnrceCmwm0SqfvM5Hy/rHNIY94uBewDXAi8hfTF7ZfzYC415wIHA7sBH8g/hxXul/FT4H0RsROwOfBKRGwLHEcaE7g/cxnM+QzEz0/RIm3sa2bNOR14Bvhwvj0D/LarGdnQExGD8gbsAvwb+AtpIPkxwOV52S5NxLm5cH8KsGC+L+DWZuIAG5EaDv8GbgGOAtZs8nXdAKyf728FnJnvfxK4oIk4R+T3Y+PCsvtbeJ9vqXt8U+H+nfNaLoXttwT+Bnyq1ZyKnw/SxBuTC49v689cBnk+A/Hzs32+7QDcXXi8fbN5+eabb+VvwJQyy3zzrZO3QdstJCIul7QeqQFavKBxYkTMaSLUUpI+SDrKv3DkU8MREZKamYEnImIacDRwtKStSDOY/UPSfyPiHSXjLBoRd+WAEySdnO+fIunLTSRzoqRzgZ9Img58G2hlRqHHJH0cuBrYC3gAQOl8eqkzIwMpl0JOEyXtDHxO0tWk7kDN5jRJ0mnA34HdgWtyPouRGpP9mctgzmfAfX6Agwr3lwUOJH0hD+DaFnIzs3JelLRdRPwDQNK2wItdzsmGGM/Q2AdJ9aeTjoqIRyStCPwuInYsGefmiHhbg+UiHc0aXzLORaSj4H8nNQCWjoiDc3/waRGxfpk4dTF3B75BOoq+YpP7rg6cAGxIOrJ/ZETMlLQsMDIiLpxXcynEXZnUhWFERKzVxH4Lks4obEg6U3F6RMyRtCiwfET8p4VcVgF+0mwuHcynpfemg/kMxM/P5IjYvJV9zaw5kjYDzgRq3SSfAg6ICq95MuuLG9f9RNJHI+L3FcR5E6nxUGuQHB8Rz+b+1m+JiBtajLsosHY+ut5VAymXwU7SshHxRLfzqNJA+/z09MXazKonaWFgb2Bt4E3ALNKZ4+92NTEbUgbzBY0dl0+Nl1JFwzrHeToivhoRu0XE0RHxbF4+q5mGtZIPS9onHz1/B3CopE9LKv25kLSYpK9KOlLSIpIOlDRO0v9JWrz5VwgR8SLw81b2bZDf3S3ut0nh/oKSjsmv6/u520KZGLsU7i8l6TRJt0r6vaQVmsjls5KWy/fXkXStpKck3Shp4ybiHF+IM0LSfcCNkv6jNHJH2TgXSfp4q7/fQpzJ+X1t6oh3gzjLSPqWpE/kz/KXgOMl/UjS0k3EWUvS6UoXHS8u6RRJ0ySdL2nNNlL8Whv7mllz/ki6uPp/pK6gzwHPdzUjG3J85LoNSn2lV68gzl8i4n0lt50f+ARpGL6/RMS/CuuOiYjvlYzzK2B5YCHS1dQLA+OA9wOPRMQXSsY5D5hOGj1lfeAO0mgSuwMrRsR+JWLUn64TsC7pQjAiYpM37NQ4zrOkPq0qLF4MeCGFidLjFhdP5Us6kdRv9rfAnsCyEbF/kzFOBR4mje6yF7BDROxZMpfbIuKt+f6fgVMj4mJJI0lDxG1bMs7UiNg4378a+GruP70e8PuIGFEyzgzSaDXvBv4KjAX+HBEvl9m/EOd+0ogcHya9N2OBcyPioSbjXAZMBZYkje4xFTgP2BnYNCL2KBnn2pzDUsDHSb/v84D3AB+LiHc3k5eZ9T9J0yJio27nYUObG9d9kDSup1XAuyNiWMk4PfW5FPCniFipZJxTSQ3GCcB+wPiI+HJeV7pvZ62hlfu9PgysFBEvK41VPLmJBu2UiNgsHzGcmeNEfnxLmTj5PX4G+B7pwhMB1wHbAZTteyvp56TTgEdGxCN52f0R8eYy+9fFeu1UvqQpwJYR8UqTr6vYuJ4SEZsV1r3ucR9x7qr1pZc0MSK2LKy7tYnf1R2kETVmS7ohIt5eWPdaw7tEnJsj4m1Kk6zsAYwijSDyJ2BsRFxZMk7x/XlnjrMX6Qva2IgYUzJO8TP4YESsUr+umdeV77/ui7Oa6Nqh1EXr66QvYsuTvvA9SjqidnxEPF0mjpk1T9IY4BcRMbXbudjQNWhHC6nQO0lHseonaRFpJJKyJpIGs1eDdW9qIs5WtcaUpJOAXyld5Diqh9g9mQ2QG4wTa0cdc8OrmXHAyfuFpMsif1vLj0t9c4uI3ZVGZBkDnBAR4yS90uwFbRHxeUlbkGbhvAQ4idZGjYBqRolZXmkEFwFLSlLt/aG5LlkXSDoD+C5wsaQvAheTjhz/t4k4vwIuk3Q8cLmknwEX5ThTmohT+x0/A5wNnK100d8+pOElSzWuXxcw4jrgOkmfIx1x/gjp81DGfLn7xxLA4pLWjIgHck4LNZHGq/ko/lLAYpJGRMQkSevQxOglpKPdfyddBPkwgNIF0Acw90i4mXXGdsCB+czYS+RResoehDCrghvXfbsBeCEajOYh6a4m4twBHBYR9zSIU2omuuy1xkJEzCb1k/4W6Z95M31gH5a0eEQ8FxHFvsErAs2c3p9UiHNwIc7awLNlg+RuDlcCx0o6hOYaRcU4N0naCfgs6ctMqxN4jCd1bQG4QdIKMXeUmMdLxjiF1OCDdPX6cqTh3lakicZsRBwt6UBSl4W1SV14DgUuAT7WRJxfSJoKfApYj/T3vx6poV6qO1H2htlA80WRJ9PcxEpv6A8faZjMy/OtrB8Ad+b7BwOnpoPYvAX4ThNxvgpcSppkak/g65I2JXU3+WQTcdaMiB8WF+RG9g8lHdzDPmZWjVJdLM06yd1C+omkvYGpkceorlu3Z0RcUjLOOcA5EXF53fJPAL+OiAXbzHMYMCwiHm0nTo5VPFLbzH6bAttERDMNtUZxVgLeFhGXtRPHBr58LYLymZcFgM2AGRExs824ywFPRRNj4+cviX8lTfBU6560Amms650jzUhpZmaDlEcLaYGkZqZ4BiAiLmjUsM7rSjWs87Yfr29Y5+WnVtCwHh0Rz7fbsM593milYZ33uwVoaoziHuLMJB2BrETtdbUZ408DJZccZ1DkExFz8pmc2hmd3dptWGffb6ZhnX2EdAHsNZKelPQkaYKcZUgXb5qZ2SDmxnVrKhkvc6A1bJjbDaJdpUad6MNAyqXKWKv0vUkpVb2uwZpP1z4/EfEUqb/46cA5pC5BPyON7PJkRXmZmdkA5cZ1a5q5cLA3A61hU9XrartLCQMrlypj3VxBDKjudQ3WfLr2+ZH0eeDXpL7xI0jXD6xG6rs/sqK8zAYFSXMkTZF0m6RbJB2hJuZaqDiXN0n6dOHxypIu6EYuNm9zn+sSJG1AGnKs1hh+DLggIu5oM+7pxYsA24hzefGixDbizBcRTY8U0gkDKReb93Tz85MvGt0s0lTuiwGXRcRIpenV/1h2SD+zoUDScxGxeL6/PPB74J8R8e0u5LImaWhcj5NtbfGR6z5I+hrwB9KRsAn59gppuLej2gx/ZJv7A9BKw1rSApIOk3S50qyBtwJ/lnS40tjXZeNUMZPhgMmlsP9SSjMa3pn7zT4h6Y68rNTQiapuhsa2cxnk+Qy4zw9zR2JamDyKT0T8F2jrugizwSxf73Mo8Fkl8yvNtDox/20fBiBppKTxkv4o6b5cez4maYKkqUqjVSFpuKQL8/4TJW2bl49Wmo31mrz/53MKxwNrKx1J/5GkNSVNy/usKek6pZllJ0t6R/+/QzavcOO6b4eQJhA5PiLOybfjSWNcH1I2iBpPPX2Dmp96eoSkqyWdI2k1SVdJejoXjmaOiJ1NGlFhNLBrvn0H2JTUT7SsMwr3jwfWAU4kzdhYdrSPgZRLzXnAU6SxipeJiGWBd+Vl55WM8f3C/RNJk+x8gDTm+W/6OZfBnM9A+/ycCkyUdAppJstfQvpHD7jPtVkvIuI+0rjyy5P+x87KE2dtCXxSUm1SsE2Bw0lDbu4HrBcRW5H+/j6Xt/kZ8JO8/4fyupoNgPeS/pd/O38RPwq4NyI2i4j6g1+Pkkb72Zx00fLPK3zZNthEhG+93Ejj567RYPkawF1NxJlauH81qcEOaZzhSU3EmUAax3MUadrxvfPyHYHrm4hzdyvrGmx7c+H+FGDBfF/ArfNaLoX9e/zdlv29k2a6fC2funVT+jOXQZ7PQPz8vBXYG9igmf18822o3YDnGix7GlgBuIA0Hv6UfLufNAnTSOCqwvbXAtvm++8GLsn3Hy3sOwWYQTqTNBo4urD/HcCqwJrAtMLy1x6TJpc6G5iaY73Q7ffOt4F78yQyffsi8DdJ95AaswCrk45qfbaJOAtIWiDSMGGLRsREgIi4W9LCTcRZMCL+AiDphxFxQY7zN0knNBHnSUn7ABdG7puqdBHJPqQjkGUtJWkvUgOk1ZkMq8yl3VkVa/4j6as0Hqu47KQ/Vc3QWEUugzmfgfRZJu9zG3BbM/uYGUhaC5hDahgL+FxEXFG3zUjS7Is1rxYev8rcblnzAW+PiP/V7U/d/nPoe1K9LwGPkI6Yzwf8r/fNbShzt5A+RBpTej3SaeYr8m00sH40GG+6F7Wpp99Nnnpa0g6SvkNzU0//T9J7cmMiJO0JkLuWNDMe776kI2sPS7pb0t3Aw8BeeV1Z40mn8ncjz2SY82lmJsNaLo/kXO5pMZdrSUOwtZNLTW2s4vGSnlJrYxXXZmhcnLkzNNbyaeZ3XkUugzmfKj/Lu1HN58fMmpS7Tp0MnJS/aF8BfCp32UDSekoTnZV1JXO7iCBpsz62f5a5s+rWWwqYmb/A70fqumLWkEcL6Uf523Zx6unppCmsT89HtMvE2BT4P9K38y/leAeQTnd9MiL+1UQ+WwMB3Evqf7YNcHs0OaNhjvNqREyUtCGwC3Bns3FyrGXz3Z9FxMeb3b9BvLMiYv8K4ryT1DdvakRc2WKM7XKMac3EyO/vnRExS+nCuqOAzUlHRr8fEbPaiPM24PYm43weuDgimjlK3ck4C5G6ST0ETCZ9/rYlvT9jakegS8RZmNQYnxERf5X0UeAdpFPGpeOYWXmS5pC6WiwIzCZ1vfhxRLyaz0B9j3QAR6SRuvYk1a2vRMRuOcY1+fGk/H/2KxGxW77O6ZekftkLANdGxOGSRpO6o5yQ959GmnjqAUm/BzYB/pL3/VNEbCRpXeBC0v/My4HPRB7lxKyeG9cDgKSDIuK3/RlH0rdJfbcXAK4iNfquAXYGroiI4/orjqRxDRa/G/g7QESUmhCkqjg51oRIF8fUppb/DOmL0HuASyNd1NpsjM8CFzcTI+97G7BppKm9xwDPk4r8jnn5Xi3GeYHUp7HZOLNyDveShs06PyKaPrJbF2dsjvNYC3F+R/r8LQrMAoaR3ucdSTXugCbjLEbq87k4cFGOQ0Qc2GxuZmY29LhxPQBI+m9ErN6fcZTH4iUNFfYwsGpEPCNpUeDGiNik1wAVxpE0mXT09FTSUQGRGlv7AkTE+JK53Ew6WtlWnFqsyOMRS5oI7BoRj+VTkjdExMb9ESPve0dEvCXfnxzpavXauikR0depzqrj3AxsAexE6iKyO3AT6b2+KCKe7ec4t0bEJpIWIJ3BWTnSGNMCbmnis1xJHDMzG9p8QWM/URp7t+Eq0lXR/RoHmB0Rc4AXJN0bEc8ARMSLkpqZfKOKOCOALwBHA0dGxBRJLzbTGM62qCgOwHySliZdl6DaEdWIeF5SqS48FcUAmFY4K3GLpBH59Od6pDHX+ztO5H6HVwJX5v6QtRFsTgCG93Oc+XLXkGGko85LkYa8W5jmxpWuKo6ZmQ1hblz3nxVIY2rWj14goHQ/6QrjvCxpsYh4gdQoTUGkpUj9ufstTm5g/UTS+fnnI7Tw2awqTrYU6SiqSBeOrhQRMyUtnpf1VwyATwA/k3QM6cK66yVNJ/XZ/0QX4rwu99wXeRwwTs1NtlJVnNNIQ2bOT/pidb7SOPJvJ00A1d9xzMxsCHO3kH4i6TTgtxHxjwbrfh8RH+3nOAtHxEsNli8HrBQRU/szTt2+7yeNWfqNZvftRJy6mIsBK0TE/f0dQ9KSwJtJXxgejDwMXgvP31YcSetFxN2tPHcn4uRYKwNExENKs0TuBPw3IiZ0I46ZmQ1dblybmZmZmVXE41ybmZmZmVXEjWszMzMzs4q4cW2DjqQ9JYWkDSqMOVrSDElTJN0p6dd5goMqYp8hae8qYpmZmVl3uXFtg9Eo4B/5Z5V+kseC3hDYGNih4vhmZmY2j3Pj2gaVPMzddsAh5Mlj8vL5JP0qH3W+StJltaPFkraQNF7STZKukLRSH0+zELAIeThESZ+UNFHSLZIurA0jl49I/1zSvyTdV3g+STpJ0l2S/gosX/kbYWZmZl3hxrUNNnsAl+ch3p6QVBt7ey9gTdJR5/2AbQDyxCW/APaOiC2A04Gepmz/kqQpwEzg7oiYkpdfFBFbRsSmwB2khn3NSqTG/m5AbbrzDwLr51z2B97R1is2MzOzAcONaxtsRjF3wo8/MLdryHbA+RHxakQ8DFydl68PbARclRvOxwCr9hC71i1keWCYpNqR8Y0kXac0FfzHgLcW9rkkP+ftzJ1Bc3tgbETMiYiHgL+384LNzMxs4PAMjTZoSFoGeDewsaQgzbQXko7sbTfgtojYpuzzRMQrki4nNZL/AJwB7BkRt0g6EBhZ2Lw4wU4zszKamZnZPMhHrm0w2Rs4OyLWiIg1I2I14H7gncA/gQ/lvtcrMLcBfBcwXNJr3UQkvbVB7NdIErAtcG9etAQwM3cx+ViJPK8FPiJp/ty/+11NvUozMzMbsNy4tsFkFHBx3bIL8/ILgQeB24FzgMnArIh4mdQo/6GkW4Ap9NwHutbnehrpqPiv8vJvAjeSGvB3lsjzYuCenMtZwPVlXpyZmZkNfJ7+3IYMSYtHxHOSlgUmANvm/tdmZmZmlXCfaxtK/iTpTaSh9I51w9rMzMyq5iPXZmZmZmYVcZ9rMzMzM7OKuHFtZmZmZlYRN67NzMzMzCrixrWZmZmZWUXcuDYzMzMzq4gb12ZmZmZmFXHj2szMzMysIm5cm5mZmZlVxI1rMzMzM7OKuHFtZmZmZlYRN67NzMzMzCrixrWZmZmZWUXcuDYzMzMzq4gb12ZmZmZmFXHj2szMzMysIm5cm5mZmZlVxI1rMzMzM7OKuHFtZmZmZlYRN67NzMzMzCrixrWZmZmZWUXcuDYzMzMzq4gb12ZmZmZmFXHj2szMzMysIm5cm5mZmZlVxI1rMzMzM7OKuHFtZmZmZlYRN67NzMzMzCrixrWZmZmZWUXcuDYzMzMzq4gb12ZmZmZmFXHj2szMzMysIm5cm5mZmZlVxI1rMzMzM7OKuHFtZmZmZlYRN67NzMzMzCrixrWZmZmZWUXcuDYzMzMzq4gb12ZmZmZmFXHj2szMzMysIm5cm5mZmZlVxI1rMzMzM7OKuHFtZmZmZlYRN67NzMzMzCrixrWZmZmZWUXcuDYzMzMzq4gb12ZmZmZmFXHj2szMzMysIm5cm5mZmZlVxI1rMzMzM7OKuHFtZmZmZlYRN67NzMzMzCrixrWZmZmZWUXcuDYzMzMzq4gb12ZmZmZmFXHj2szMzMysIm5cm5mZmZlVxI1rMzMzM7OKuHFtZmZmZlYRN67NzMzMzCrixrWZmZmZWUXcuDYzMzMzq4gb12ZmZmZmFXHj2szMzMysIm5cDzGSDpT0jya2f0DSTp3MaaCTNFLSgx2MP1bSnp2KX3ie9SVN+X/27jtMkqp8+/j3ZknLsuQlLFEyiMQFRIIgGRFEQUUkioCvCgqiiAkJggkB+UlGki4SlKDkjCJxyTmHJS05h4Xn/eOcZmubnpmaDlPbM/fnuvqartBVT/V0P3X61KlzJL0uafeSrwlJi3Y6trLa+b+QdKOkT7ZjW2ad4pzdf87ZztlVc+G6zSStIek6Sa9KeknSfyWtXHVcNmWStCywHHBunl5O0t2SXpC0Z2G9aSTdIGn+Fnb3I+DKiBgZEUc0iOUqSTu3sP1u83tg/6qDsGo5Z1t/OGdXqmtytgvXbSRpJuBfwJ+A2YB5gV8B71YZl5UnaeoB3uWuwF8jIvL0wcAPScn7p5LmzvP3BM6OiCdb2NeCwN0tvH6wOQ9Yp/Ae2xDjnN39nLOHlO7J2RHhR5sewBjglT7W2Qm4F3gZuBhYsLDsk8ClwEvAc8C+ef50wGHA0/lxGDBdXrY28BSwF/A88AywY2Gbs5M+kK8BNwIHAP/pJb5tgceBF4GfAo8B65WIYw7SSeqVHP+1wFR52WjgbGAC8Ciwe2F/qwA35/ieAw7tJbZvAQ/l7Z8HjM7zjwJ+X7fuucCeJfa/H3AWcFqOYWdgOHBS/h/dA+wNPFV4TQCLFqZPAg4sTG8K3Jbfi+uAZXs5pkeANQrT9xbe0+vz+7Ng/t9NU+IzuBkpGb8CXAUsledfAXwAvAO8ASxe97qD6pYfWTjW3YAH8zb/D1BeNhXws/x5eR44BZg5L5s+v6cv5tfdBMyVl80MnED6rI4HDgSG9XA8Hf1fkL5v21edO/yo5oFztnN2OGfnZc7Z7cwtVQcwmB7ATPmDeTKwMTBr3fLNSYlmKWDq/CG/Li8bmT+4e+UP+Uhg1bxs//ylnRMYlT9wB+RlawMT8zrTAJsAb9X2DZwOnAGMAJbJX4yGiRpYOn9J1yIl5UPzttcrEcfBwNE5hmmANQHlL/MtwC+AaYGFSclpw/y6/wHb5uczAp/uIbbPAS8AK+bY/gRck5etBTzJpAQyK/A2KUH3tf/9gPeBL+Z1hwOHkE40swHzA3dRMjkAK5CSvF3EjgAAIABJREFU1qrAMGB70sluugbHNCJva1Rh3pnAF4D5gGdJJ9pzgM+W+PwtDrwJrJ//Bz8ifd6mzcuvAnbu5fUfW57j+xcwC7AA6WS3UV62U97+wvl/9w/g1LxsV+B8YIb8PqwEzJSX/RM4Jh//nKST0K49xNTR/wVwBL0UDvwY3A+cs52znbOdszuRW6oOYLA9SEn4JFLNxETSr/Xar78LgW8W1p2KlFQXBLYGbu1hmw8DmxSmNwQey8/XJiWlqQvLnwc+nT+c7wNLFpb9mp4T9S+A0wvTI4D3mJSoe4tjf1LNw6J121wVeKJu3k+Av+Tn15Auw87Rx/t6AvDbwvSM+dgWIp0QngDWysu+BVxRcv/7kRN+Yfkj5GSUp3fpR3I4inzyKiy/nwaJlnQJOoDpC/MWBC4AxuXPxGbAqaQkeS5wNbBVD+/Rz4Ez6j5f44G18/RVNJeoi7U0ZwD75OeXA/+vsGyJ/D+ZmpTEG9U6zEW65D68MG9rUrvCRjF19H9Bqv05sb/fcz8GzwPnbOds52zn7DY/3Oa6zSLi3ojYISLmI9U6jCZdioP0JTxc0iuSapfiRPrCzk9KhI2MJl3GqXk8z6t5MSImFqbfIiWyUaQvzZN1r+3J6OK6EfEmqVanTBy/I/0ivkTSI5L2yfMXBEbXjjkf976kLyzAN0m/3u+TdJOkTXuJ7aN9R8QbObZ5I33jTid94QG+Dvy15P5h8vfnY+8Dvb9n9RYE9qrb3/xM/v+qeSX/HVk4rscjYpOIWJGUmA8gtef7PfB3UuI+VNJsDbZX/x59mI9j3n7E38izhee1z9bH9pefT016b08lXUI/XdLTkn4raRrS+zMN8Ezh/TmGVBvSSKf/FyOZ9H+wIcg52zkb52zn7DZz4bqDIuI+0q+yZfKsJ0mXUmYpPIZHxHV52cI9bOpp0oeuZoE8ry8TSDUxxbuVF+hl/WeK60qagXSJq884IuL1iNgrIhYmJZM9Ja1LOq5H6455ZERskl/3YERsTfqi/gY4S9KIBrFNtu+8zuykX/kAY4EtJS1Iqvk4O8/vdf9Z9PY+8PH37C3SpbOa4s0VTwIH1e1vhogYW39A+UT4MOlE1cgvgOMi4jngU8DNEfEqqYatUVdL9e+R8nGMb7BuI/XvQ18afR4mAs9FxPsR8auIWBr4DKkd3Xak9+ddUq1X7f2ZKSJ66l6p0/+LpYDbyx2uDXbO2c7ZztnO2e3gwnUbSVpS0l6S5svT85N+mV+fVzka+Emtn0ZJM0vaKi/7FzCPpO9Lmk7SSEmr5mVjgZ9JGiVpDtIX+LS+4omID0htqvaTNIOkpUltmHpyFrBp7ppqWtJlw+JnpMc4JG0qadGcHF4l3WjxIalt1uuSfixpuKRhkpapdXUl6RuSRuVf7LVfox82iG0ssKOk5SVNR7pUekNEPJaP9VZS+77jgYsjoratXvffgzNI/6dZ8//ye3XLbwO+nre1EfDZwrLjgN0krapkhKTPSxpJYxfUvZ78vixNunx8VJ71KPA5SXMBi5EuqTaK+/OS1s01DnuRkuJ1vRxr0XP0XFhoZCzwA0mfkDQj6X/y94iYKGkdSZ+SNIx009H7wIcR8QxwCfAHSTNJmkrSIpI+9h4Ujqkj/wtJ05PaFV7aj2O2QcQ52zkb52zn7E6obyfiR/MP0qWcM0i/Ot/Mf48h3xSQ19kWuJP04X2SQtshUm3J5aS7bJ9lUjup6UmN+J/JjyPIbb7Id57XxfEYk9rcjSKdBMreeb49KQk0uvO8tzh+kNd9k/Qr/eeFbY4mfamfzcd2fWGbp5HaG75BumP6i73Ethup1uClfEzz1S3/OemX/FZ183vb/37AaXXrz0C6i/oVGt/tPCbH+jrpUtpYJr/beSPSndav5PfpTGBkD8e0TN6W6uZfSb45Kk8vl2N5gXxHfQ/b2yKv9yqprd8nC8uuovf2e6sBD+T36Ig8r7f2cVORTtZPkmrcTmPSTVlbk9rKvUk6ARxBbmNKuvP8qPw5eRW4FfhaDzF17H8BbAX8o+q84Ud1D5yzH8M5u9c80eCYnLOds/t81O7UNbOKSPob6aaWc6qOZSiRdAPpZrW7qo7FzLqHc3Y1uilnu3BtZmZmZtYmbnNtZmZmZtYmLlybmZmZmbWJC9dmZmZmZm3iwvUgICkkNepDs9P7XSjve+omX3+3pLVLrPeGpP50N9TX9g6W9P38fG1JT7Vr203EcpKkA6vafydI2kbSJS1uY1lJZbujMrNetOscIWkHSf9pR0wDvX9JS0i6TdLrknZvsHwuSdfk5X+QtK+k41uPunR8j0lab6D2Z53VVKHIBidJO5CGrH27btHiEfG0pMdI3QJd1o79Rc+d0NevVxtdCkknkbr1+Vkz+5Q0itQx/oD/GBko+f+4c0SsUcX+I+KvTBptrdlt3KE0QtcXIuL8NoVmZkPXj0hDdi/fw/JdSN3mzRQt9vQg6SpSd4EDVji3KYtrrq3e/yJixrpHmZHFusUOwAURUf8DopTcwb71oNmrGD34K7BrG7dnZgMkDwIyJZUxFiT1r9zb8nvKFKzbnOdsEJqSPvjWmk0kPSLpBUm/y6MoTSvpJUmfqq0kaU5Jb+Ua3NIknUoaxvT83EzjR4XF20h6Iu/7p4XX7CfpDEmn5Ettd0saU1j+0WWwPFrTvpIezuveojRa2keXNCXtAmwD/CjHcL6kvSWdXYgFSUdIOryHQ9mY1FF//fHtm+N/TNI2hfknSTpK0gWS3gTWURql7RRJEyQ9LulntZNIHrnqCkkv5u39VdIshe2tIGlcPsa/kwZ56O19/5ake/P690haMc/fp/Be3SNpizx/KdKocqvl9+iVPH86Sb/P/6fnJB0taXhhPz+S9IykpyXtXLyM3Mfx7iDpv5L+KOlF0shyk126VRoF79L8Wbxf0lcKyzbJ8b8uabykHxYO/ypgXaXR3cysNe06R0jSkZJelXSf0pDptQVXSTpI0n9Jw1wvLGnHQg57RNKuhfXXlvSU0iiZz+cctGNh+eySzpP0mqQbgUV6O0BJmymdZ17JsSyV518BrAMcmfPi4nWvO4k0GE/t3LKe0vmrNpplrQnkNyU9AVwhaXpJp+Vc/4qkm5SalhwErFnY15E9xLptzqcvqnDezMumk3RYzsdP5+fT5WVzSPpX3udLkq4t5OPRks7OufpRNWj+YgOk6lFs/Gj9QRqR6UpgNlIB+AHyqE7An4HfFNbdAzi/h+3sQO8jgT1GHiUrTy+U930cMJw0ItW7wFJ5+X7AO8AmwDDgYOD6RtsjjeJ0J7AEoLyt2QvHt2h+fhKTj+Y0D2lEqVny9NSk0cNW6uEYJgArF6bXBiYChwLTkYZifRNYorC/V4HVST9GpyeNPnUuMDK/Bw+QOraH1Nxk/bytUcA1wGF52bTA46SR0aYBtiQNMXtgD7FuRRoxbuX8niwKLFhYNjrH9NUc8zw9/R+BPwLn5c/ISOB84OC8bCPSSGifJI2udVrde97b8e6Q37/v5fd+eHH/wAjSaGA75uUrkC69Lp2XPwOsmZ/PCqxYF/drwLJVf8f88KObH7T3HDGxkMO+mvPjbHn5VaTRIj+Zv+/TAJ8nFYpFyq9v1b7nTMq/++d1N8nLa6MGnk4aQXMEaWTE8fW5rRDb4jkPrp+39SPgIWDaQmy9jXZ4EpOfW/YjjwTJpHPdKTmW4aSraufnnDmMNCz3TCX3tTRphMu1SOeKQ/P7UDsf7k8alXJO0nnkOuCAvOxgUgXKNPmxZn5vpwJuIY3AOC1pWPRHgA2r/vwNxUflAfjRhn9i+tJvVJj+f8Dl+fmqOdnVBgy6GfhKD9upJc5XCo+HC8sfo3Hher7CvBvJw6Lm5HRZYdnSwNuNtkcadnXzXo6vYeE6z7sQ+FZ+vinp0l5P79X7wJKF6bXzMY8ozDuDPBRw3t8phWXDgPfIhcM8b1fgqh7290Xg1vx8LeDp2v8iz7uu/ngKyy4G9ij5Gbit9v5RV7jOifdNYJHCvNWAR/PzE8kF7Ty9aO097+t4876eaPA5qhWuvwpcW7f8GOCX+fkTeXsz9XBc44G1qv6O+eFHNz9o7zmiPofdCGybn18F7N9HLOfU8lrOv2+Th9nO854HPp1zT32+/jU9F65/Tho1sTY9Vc4faxdia7VwvXBh+U45f3/sx3+Jff0COL0wPSLn2dr58GFgk8LyDYHH8vP9SZUdi9Ztc9UGufgnwF+q/vwNxYebhQweTxaeP06q1SQibiDVBKwtaUlSgem8XrZzfUTMUnj0ehkue7bw/C1gxl6WTa/G7dXmJyWUZpwMfCM//wZwai/rvkyqgZ1sXkS8WZj+6P3Liu/tHKTagsfr1p8XPrrj/PTcxOE1Ui3wHHm90cD4yFmv8Nqe9PieSNpO6c73V3LTj2UK+6k3ilS7ckth/Yvy/FpcxWMsfbwN1q+3ILBqbb9539sAc+flXybVVj0u6WpJq9W9fiTpR56ZtaZd54hGOaynfImkjSVdn5swvEL6vhdz1YsRMbEwXTuHjCLVftfH3ZPRxeUR8WF+7bw9vqL/irGcSqoAOT033fitpGlKbmeynJvPPy/WLa/PubX3+HekGvlLcjObffL8BYHRdbl2X2CukjFZG7lwPXjMX3i+AKl2oaZW+NwWOCsi3mlyH9H3Kk17kj7a0/USwznAspKWIdVc99ZTxR2ky4dFs0oaUZiuf/+K+3yBVJuyYN364/PzX+f1PxURM5Hed+VlzwDzSlLda3vS8D2RtCCpKc53SU1nZgHuKuyn/j16gVQ79MnCj6aZY1IvLM8A8xXWn7/utb0db6P91R/D1XU/2GaMiG8DRMRNEbE56fLnOaSrBrXjnJd0efP+XrZvZuW06xzRKIc1zJe5nfDZwO+BuXKuuoBJuao3E0hXFevj7snTFPJUjnF+Js9Vrfro2CLi/Yj4VUQsDXyGdO7Zrn69HjxD4bgkzQDMXlg+2bFQeI8j4vWI2CsiFgY2A/bM7d6fJF2NLObakRGxSVNHai1x4Xrw2FvSrEo3Ae4B/L2w7DRgC1LyPKWFfTxHasfVCccDB0haTMmykmZvsN7HYsgngrOAvwE3RsQTveznAlK7v3q/Urq5Z01Skjyz0Ysj4gNSAfAgSSNzQXdP0nsMqab1DeDVXDjcu/Dy/5FOFrtLmkbSl4BVeon1eOCHklbK78mieX8jSMl7AkC+AWiZwuueA+aTNG2O+UNSYfyPkubMr5lX0oZ5/TOAHSUtlZP8z/txvH35F7B4vnlnmvxYOe9rWqU+sWeOiPdJ7as/LLz2s8AVEfFuyX2ZWc/adY6Yk0k5bCtgKVJebWRaUpviCcBESRsDG5QJNueef5Bukp5B0tKkmw57cgbweUnr5hrkvUj3AHWkv3xJ60j6lFIPUq+RKiFq+auvc+VZwKaS1sh5en8mL4+NBX4maZSkOUjNSGo3V26azwUitXf/IO/3RuB1ST+WNFypk4BlJK3cvqO2sly4HjzOJd3McBvwb1J/1QBExJPAOFKB7No+tlPrZaL4qH05DyZ94V/R5L06tMOhpOR4CSlRnUC6aaTeCcDSOYZzCvNPBj5F701CIJ04NlGhpwxS05WXSTUDfwV2i4j7etnG90htmB8B/kMq1J+Yl/0KWJGU9P5NOjkAEBHvAV8itVt8idQe+aPl9SLiTOCgvP3XSTW7s0XEPcAfSIX15/Jx/7fw0itIXU49K+mFPO/HpEuJ1+fmKpeRbh4lIi4EjiDd8PQQ6UYaSCemvo63VxHxOulk+jXS+/ss8BvSCRdSTdljOabdSE1GarYh3bhjZq1r1zniBmAx0lWtg4AtI+LFRivm7//upNz+MvB1em9yUu+7pCYiz5LaRP+lpxUj4n7Sj4M/5di+AHwh591OmJtUSH4NuJfUC1Xt/HM4sKWklyUd0SDWu4HvkHLpM6T3pjiY2YGktu93kG70H5fnQXrvLyNV4vwP+HNEXJl/jGwKLA88SnoPjgdmbtPxWj/UbmCwQU7SicDT0eTgK1M6SQsA9wFzR8Rrfaz7a+D5iDhsQILrMkrdV90FTFfXFnIgY1gWOCYi6ttgm1kHDPZzhNlAcuF6CJC0EKm2YoWIeLTaaNpPqY/PQ0k9TuxUdTzdSKmf7AtINz6eDHwYEV+sNiozGwiD/RxhNtA61ixE0olKncLfVZi3n1IvCrflR8OG9pI2Uhps4qHCnbDWBEkHkGohfzcYk2a+EfE1Ut+mv6w4nG62K6kLrIdJbfi+XW04VgXn7aFnsJ8jzKrQsZprSWuR2gSdEhHL5Hn7AW9ExO97ed0wUgf365PaIN0EbJ3bmZqZWYc4b5uZta5jNdcRcQ3ppq3+WgV4KCIeyTcinA5s3tbgzMzsY5y3zcxa12gwj077rqTtSHfC7hURL9ctn5fJO2p/ijTyUEOSdgF2ARgxYsRKSy65ZJvDNTPrvFtuueWFiBjV95qVaFveds5u3p3jX606BBvEPjWvOxbpj95y9kAXro8CDiB193MAqTuxlm5Ai4hjgWMBxowZEzfffHOrMZqZDThJvY0+V6W25m3n7OYttM+/qw7BBrGbD/l81SF0ld5y9oD2cx0Rz0XEB4VBLRoNoDGeyUdkmo/2jrBkZmYlOW+bmfXPgBauJc1TmNyCdIdyvZuAxSR9Io9c9DX61+m8mZm1ifO2mVn/dKxZiKSxwNrAHJKeInWTtrak5UmXFx8jdf+FpNHA8RGxSURMlPRd4GJgGHBiHs3IzMw6yHnbzKx1HStcR8TWDWaf0GAeEfE0sElh+gLSgBZmZjZAnLfNzFo3oM1CzMzMzMwGMxeuzczMzMzapFSzEElTAcsBo4G3gbsi4vlOBmZmZs1xzjYzq06vhWtJiwA/BtYDHgQmANMDi0t6CzgGODl30WRmZhVyzjYzq15fNdcHkgYQ2DUiorhA0pzA14FtgZM7E56ZmfWDc7aZWcV6LVz3cOd4bdnzwGFtj8jMzJrinG1mVr1+3dAoaVFJp0k6W9JqnQrKzMxa55xtZjbw+mpzPX1EvFOYdQDwo/z8fGD5TgVmZmb945xtZla9vmquz5e0XWH6fWAhYEHgg04FZWZmTXHONjOrWF+F642AmSRdJGkt4IfAhsAWwDadDs7MzPrFOdvMrGJ93dD4AXCkpFOBnwPfBn4WEQ8PRHBmZlaec7aZWfX6anO9KrA38B7wa9JgBAdJGg8cEBGvdD5EMzMrwznbzKx6ffVzfQywCTAj8JeIWB34mqTPAn8nXW40M7Mpg3O2mVnF+ipcTyTdDDOCVBMCQERcDVzdubDMzKwJztlmZhXrq3D9dWBXUpLero91zcysWs7ZZmYV66tw/WBE7NXbCpJUP8xunn8isCnwfEQsk+f9DvgCKfE/DOzYqA2gpMeA10ldR02MiDEljsXMbKhrOmfnZc7bZmYt6qsrvislfU/SAsWZkqaV9DlJJwPb9/Dak0jdQhVdCiwTEcsCDwA/6WXf60TE8k7QZmaltZKzwXnbzKxlZfq5/gAYK+lpSfdIegR4ENgaOCwiTmr0woi4Bnipbt4lETExT14PzNdK8GZmNpmmczY4b5uZtUNf/Vy/A/wZ+LOkaYA5gLfb1J3TTqS71xvuGrhEUgDHRMSxPW1E0i7ALgALLLBAT6uZmQ16Hc7Z0Ia87ZxtZoNdX22uPxIR7wPPtGOnkn5Kuqv9rz2sskZEjJc0J3CppPtyjUqjuI4FjgUYM2ZMw3aEZmZDTTtzNrQvbztnm9lg11ezkLaTtAPphplterqpJiLG57/PA/8EVhmwAM3MbDLO22Zm5Q1o4VrSRsCPgM0i4q0e1hkhaWTtObABcNfARWlmZjXO22Zm/VO6cC1pQUnr5efDa4m0l/XHAv8DlpD0lKRvAkcCI0mXDG+TdHRed7SkC/JL5wL+I+l24Ebg3xFxUb+PzMxsCOtvzs7rOW+bmbWoVJtrSd8i3YAyG7AI6W7xo4F1e3pNRGzdYPYJPaz7NGnIXiLiEWC5MnGZmdnHNZOzwXnbzKwdytZcfwdYHXgNICIeBObsVFBmZtYS52wzs4qULVy/GxHv1SYkTU3qdsnMzKY8ztlmZhUpW7i+WtK+wHBJ6wNnAud3LiwzM2uBc7aZWUXKFq73ASYAdwK7AhcAP+tUUGZm1hLnbDOzipS6oTEiPgSOyw8zM5uCOWebmVWnbG8hj9KgvV5ELNz2iMzMrCXO2WZm1Sk7/PmYwvPpga1IXTyZmdmUxznbzKwipdpcR8SLhcf4iDgM+HyHYzMzsyY4Z5uZVadss5AVC5NTkWpFytZ6m5nZAHLONjOrTtlk+4fC84nAY8BX2h6NmZm1g3O2mVlFyvYWsk6nAzEzs/ZwzjYzq06vhWtJe/a2PCIObW84ZmbWLOdsM7Pq9VVzPTL/XQJYGTgvT38BuLFTQZmZWVOcs83MKtZr4ToifgUg6RpgxYh4PU/vB/y749GZmVlpztlmZtUrO/z5XMB7hen38jwzM5vyOGebmVWkbOH6FOBGSfvlGpAbgJP6epGkEyU9L+muwrzZJF0q6cH8d9YeXrt9XudBSduXjNPMzJyzzcwqU3YQmYOAHYGX82PHiDi4xEtPAjaqm7cPcHlELAZcnqcnI2k24JfAqsAqwC97SuhmZjY552wzs+r02RWfpGHA3RGxJDCuPxuPiGskLVQ3e3Ng7fz8ZOAq4Md162wIXBoRL+UYLiUl/LH92b+Z2VDjnG1mVq0+a64j4gPgfkkLtGmfc0XEM/n5szRuBzgv8GRh+qk8z8zMeuGcbWZWrbIjNM4K3C3pRuDN2syI2KyVnUdESIpWtiFpF2AXgAUWaNe5xMysqzlnm5lVpGzh+udt3OdzkuaJiGckzQM832Cd8Uy6DAkwH+lS5MdExLHAsQBjxoxpKembmQ0SztlmZhUpe0Pj1cBjwDT5+U30sy1fwXlA7U7y7YFzG6xzMbCBpFnzTTEb5HlmZtYH52wzs+qUKlxL+hZwFnBMnjUvcE6J140F/gcsIekpSd8EDgHWl/QgsF6eRtIYSccD5JtiDiCdEG4C9q/dKGNmZr1zzjYzq07ZZiHfIXWvdANARDwoac6+XhQRW/ewaN0G694M7FyYPhE4sWR8ZmY2iXO2mVlFyg4i825EfDTal6SpAbeVMzObMjlnm5lVpGzh+mpJ+wLDJa0PnAmc37mwzMysBc7ZZmYVKVu43geYANwJ7ApcAPysU0GZmVlLnLPNzCpSts31F4FTIuK4TgZjZmZt4ZxtZlaRsjXXXwAekHSqpE1z+z0zM5syOWebmVWkbD/XOwKLktrtbQ08XOuCyczMpizO2WZm1SldmxER70u6kHTH+XDSZcede3+VmZlVwTnbzKwaZQeR2VjSScCDwJeB44G5OxiXmZk1yTnbzKw6ZWuutwP+DuwaEe92MB4zM2udc7aZWUVKFa4jYmtJc5GGwAW4MSKe72hkZmbWFOdsM7PqlG0WshVwI7AV8BXgBklbdjIwMzNrjnO2mVl1yjYL+Rmwcq3mQ9Io4DLgrE4FZmZmTXPONjOrSNl+rqequ6T4Yj9ea2ZmA8s528ysImVrri+SdDEwNk9/lTScrpmZTXmcs83MKlL2hsa9JX0JWCPPOjYi/tm5sMzMrFnO2WZm1enPIDL/AP7RwVjMzKxNnLPNzKox4G3wJC0h6bbC4zVJ369bZ21JrxbW+cVAx2lmZonztplZeaVrrtslIu4HlgeQNAwYDzS6XHltRGw6kLGZmdnHOW+bmZXX75prSbNKWrZN+18XeDgiHm/T9szMrKDNORuct83MelV2EJmrJM0kaTZgHHCcpEPbsP+vMelu9nqrSbpd0oWSPtlLbLtIulnSzRMmTGhDSGZm3a2DORtazNvO2WY22JWtuZ45Il4DvgScEhGrAuu1smNJ0wKbAWc2WDwOWDAilgP+BJzT03Yi4tiIGBMRY0aNGtVKSGZmg0Xbcza0J287Z5vZYFe2cD21pHlIw+j+q0373hgYFxHP1S+IiNci4o38/AJgGklztGm/ZmaDXSdyNjhvm5n1qWzhen/gYlI7u5skLQw82OK+t6aHS4uS5pak/HyVHOeLLe7PzGyo6ETOBudtM7M+lR1E5kwKlwEj4hHgy83uVNIIYH1g18K83fK2jwa2BL4taSLwNvC1iIhm92dmNpS0O2eD87aZWVmlCteSFgeOAuaKiGXyneebRcSBzew0It4EZq+bd3Th+ZHAkc1s28xsqGt3zgbnbTOzsso2CzkO+AnwPkBE3EG6Y9zMzKY8ztlmZhUpW7ieISJurJs3sd3BmJlZWzhnm5lVpGzh+gVJiwABIGlL4JmORWVmZq1wzjYzq0jZ4c+/AxwLLClpPPAo8I2ORWVmZq1wzjYzq0jZ3kIeAdbLd4tPFRGvdzYsMzNrlnO2mVl1yg5/voekmYC3gD9KGidpg86GZmZmzXDONjOrTtk21zvloXQ3IHXFtC1wSMeiMjOzVjhnm5lVpGzhWvnvJsApEXF3YZ6ZmU1ZnLPNzCpStnB9i6RLSIn6YkkjgQ87F5aZmbXAOdvMrCJlewv5JrA88EhEvCVpdmDHzoVlZmYtcM42M6tI2d5CPpQ0H/B1SQBXR8T5HY3MzMya4pxtZladsr2FHALsAdyTH7tL+nUnAzMzs+Y4Z5uZVadss5BNgOUj4kMASScDtwL7diowMzNrmnO2mVlFyt7QCDBL4fnM7Q7EzMzayjnbzKwCZWuuDwZulXQlqTuntYB9OhaVmZm1wjnbzKwiZW9oHCvpKmDlPOvHEfFsKzuW9BjwOvABMDEixtQtF3A46fLmW8AOETGulX2amQ0FztlmZtXptXAtacW6WU/lv6MljW5D4lwnIl7oYdnGwGL5sSpwVP5rZmYNOGebmVWvr5rrP+S/0wNjgNtJlxiXBW4GVutcaGxOGlksgOslzSJpnoh4poNqNf/VAAAd80lEQVT7NDPrZs7ZZmYV6/WGxohYJyLWAZ4BVoyIMRGxErACML7FfQdwiaRbJO3SYPm8wJOF6afyvMlI2kXSzZJunjBhQoshmZl1L+dsM7Pqle0tZImIuLM2ERF3AUu1uO81ImJF0qXE70haq5mNRMSx+QQyZtSoUS2GZGY2KDhnm5lVpGzh+g5Jx0taOz+OA+5oZccRMT7/fR74J7BK3SrjgfkL0/PRes2LmdlQ4JxtZlaRsoXrHYG7SSN+1Ub92rHZnUoaIWlk7TmwAXBX3WrnAdsp+TTwqtvumZmV4pxtZlaRsl3xvQP8MT/aYS7gn6nnJqYG/hYRF0naLe/vaOACUpdOD5G6dWr6xGBmNpQ4Z5uZVafsIDJtFRGPAMs1mH904XkA3xnIuMzM7OOcs83MyuvP8OdmZmZmZtYLF67NzMzMzNqkrxEazyf1bdpQRGzW9ojMzKwpztlmZtXrq8317/PfLwFzA6fl6a2B5zoVlJmZNcU528ysYr0WriPiagBJf4iIMYVF50u6uaORmZlZvzhnm5lVr2yb6xGSFq5NSPoEMKIzIZmZWYucs83MKlK2K74fAFdJegQQsCCwa8eiMjOzVjhnm5lVpOwgMhdJWgxYMs+6LyLe7VxYZmbWLOdsM7Pq9GcQmZWAhfJrlpNERJzSkajMzKxVztlmZhUoVbiWdCqwCHAb8EGeHYATtZnZFMY528ysOmVrrscAS+fhbc3MbMrmnG1mVpGyvYXcReoz1czMpnzO2WZmFSlbcz0HcI+kG4GPborxaF9mZlMk52wzs4qULVzv18kgzMysrfarOgAzs6GqbFd8V0uaC1g5z7oxIp7vXFhmZtYs52wzs+qUanMt6SvAjcBWwFeAGyRt2cwOJc0v6UpJ90i6W9IeDdZZW9Krkm7Lj180sy8zs6GonTk7b89528yspLLNQn4KrFyr+ZA0CrgMOKuJfU4E9oqIcZJGArdIujQi7qlb79qI2LSJ7ZuZDXXtzNngvG1mVlrZ3kKmqruk+GI/XjuZiHgmIsbl568D9wLzNrMtMzNrqG05G5y3zcz6o2zN9UWSLgbG5umvAhe2unNJCwErADc0WLyapNuBp4EfRsTdPWxjF2AXgAUWWKDVkMzMBoOO5GxoPW87Z5vZYFf2hsa9JX0JWCPPOjYi/tnKjiXNCJwNfD8iXqtbPA5YMCLekLQJcA6wWA+xHQscCzBmzBgPmGBmQ14ncja0J287Z5vZYFd2+PNPABdExD/y9HBJC0XEY83sVNI0pAT919o2i4pJOyIukPRnSXNExAvN7M/MbChpd87O23DeNjMroWwbvDOBDwvTH+R5/SZJwAnAvRFxaA/rzJ3XQ9IqOc4Xm9mfmdkQ1LacDc7bZmb9UbbN9dQR8V5tIiLekzRtk/tcHdgWuFPSbXnevsACedtHA1sC35Y0EXgb+FpE+PKhmVk57czZ4LxtZlZa2cL1BEmbRcR5AJI2B5q61BcR/wHUxzpHAkc2s30zM2tfzgbnbTOz/ihbuN4N+Kuk/wMCeArYrmNRmZlZK5yzzcwqUra3kIeBT+c7xYmINzoalZmZNc0528ysOmWHP59L0gnAmbmbpaUlfbPDsZmZWROcs83MqlO2t5CTgIuB0Xn6AeD7nQjIzMxadhLO2WZmlShbuJ4jIs4gd+0UERNJXTuZmdmUxznbzKwiZQvXb0qanXRjDJI+DbzasajMzKwVztlmZhUp21vInsB5wCKS/guMIvVpamZmUx7nbDOzipTtLWScpM8CS5D6Or0/It7vaGRmZtYU52wzs+r02ixE0sqS5oaP2uytBBwE/EHSbAMQn5mZleScbWZWvb7aXB8DvAcgaS3gEOAUUtu9YzsbmpmZ9ZNztplZxfpqFjIsIl7Kz78KHBsRZwNnS7qts6GZmVk/OWebmVWsr5rrYZJqBfB1gSsKy8reDGlmZgPDOdvMrGJ9JduxwNWSXgDeBq4FkLQo7tbJzGxK45xtZlaxXgvXEXGQpMuBeYBLIiLyoqmA73U6ODMzK88528ysen1eJoyI6xvMe6Az4ZiZWSucs83MqlV2hMa2krSRpPslPSRpnwbLp5P097z8BkkLDXyUZmZW47xtZlbOgBeuJQ0D/g/YGFga2FrS0nWrfRN4OSIWBf4I/GZgozQzsxrnbTOz8qqouV4FeCgiHomI94DTgc3r1tkcODk/PwtYV5IGMEYzM5vEedvMrKQqumaaF3iyMP0UsGpP60TEREmvArMDL9RvTNIuwC558g1J97c94snN0SiOLjVYjmWwHAf4WKZUA3EsC3Z4+61oW96uIGfb0DWYclDHydea+qvHnN31/Z5GxLEM4Mhjkm6OiDEDtb9OGizHMliOA3wsU6rBdCxVG+icbUOXv7dWlSqahYwH5i9Mz5fnNVwnD4gwM/DigERnZmb1nLfNzEqqonB9E7CYpE9Imhb4GnBe3TrnAdvn51sCVxT6azUzs4HlvG1mVtKANwvJbfG+C1wMDANOjIi7Je0P3BwR5wEnAKdKegh4iZTIpxSD6XLmYDmWwXIc4GOZUg2mY+m3QZC3bWga0t9bq45csWBmZmZm1h6VDCJjZmZmZjYYuXBtZmZmZtYmLlybmZmZmbWJC9dmZmZmZm3S9YPIDARJX4mIMwrTe0fE76qMqb8krdXTsoi4ZiBjaVUeUvnkiNiu6ljaQdLPgc8DbwECIiI+V21UzZG0LLADqY9jAUTETlXG1AxJywO/BGYCNgD2iYiDqo3KzPoiaTrgy8BCFMo4EbF/VTHZ0OPCdTmrS1JE/F3S7+jOgRHWyX9XJv3fxwErAO8AXVW4joiQ9IykVYFbgA/z/A+rjaxp60fEp6sOok1OBr7DxwcY6TaHA18E/hERH0j6HODCtdmU71zgVdK54d2KY7EhyoXrEiJiD0mHSfomMDYi/lJ1TP0VEb8CkPTviNioNl/Sv6uLqiWr5EeQa3uBrqztBe6WtDlwF+k4iIhHqg2pafcAN0XE+1UH0iJFxMuSan2VOleadYf5iuc4syr4hNELSdeSCzukAtziwHBJO0ZEj80spnDDJW0N3AosD8xQcTxNiYh1JE0DjIqIp6uOp0XTk2pJv5inA+i6phTZssATeSARSBcauvG7crKkc4GFJZ0BdN0ParMh6jpJn4qIO6sOxIYuDyIzxEiaFdgZ+ATwKHBCRLxUbVT9J2l74BvAnMCKwOkRsVW1UdlgIWn2/HRh0vdkYkS8UmFIZlaCpHuARUnf23eZdB/LspUGZkOKa65LkHRQRPw0PxdwQET8rOKwmvUa8CSprfVRpHbXXVe4BnaOiDUlXZnbxM7e90umTJLWA/YG5iO1H3+5S2t7kXQh8ARwHXBdRDxYcUjNOjPfVPoiQK69/kq1IZlZCRtXHYCZu+IrZ7Xak0hV/Z+pMJZWnQbMAmwdEROBgyuOp1kTJc0IhKThTGq+041+DWwFTADWAO6oNpzmRcTGwK/y5BmSnq8ynv6StIWkU4GlJZ2SH38j9RpiZlO+nUlNOF+IiMdrj6qDsqHFNdflvJNrF68jFbTfqzieVoyKiKMldXst3I+Bs4Cl8t99qg2nJW9GxGv55rl3SD26dCVJh5J+vL0FHAb8t9qI+u0KUk86TwDHkC4pvw88W2VQZlbaI8DWwBGSXgeuBa6JiHOrDcuGEheuy9kR+AmwJ3AfsH214bTkeUlfJd3YuAXwTNUBNSMibgQGyx3hJ0uaHjiC1C3ivyqOpxVvAaOA4cCMwIhqw+m3z0TEhZIeAdarW3ZiFQGZWXm5N6+/SJqb1JTrh8AuwMhKA7MhxTc0DjG5ELczqcb3PuC4iHin2qj6T9KOpMFKPqjN69aBVwYbSYsDnwX+HzBLRHyi4pBKk7RhRFycb5gtiog4pZKgzKw0SccDSwPPkWqt/wOMy80gzQaEa65LkPQNYDdSgfQV4JWIWKnaqJq2dEQcWZuQtC5weYXxNGs3YM2I6NomOpIOz32o13f52K3d1yHpAuB+UnOQTSOiqwaTiYiL89+TJX2K1MRF1UZlZv0wOzCMdK5+idT22gVrG1AuXJezO6mt9eWkS8XHVxtOS34gaTxpBLoDgNfposK1pNpNuNcCS0q6m0kDr3TVCI0RsUf+u2bVsbRLRGwiaR7S0MNd9f8okvQv0iiTtT7Ugy4bydRsKIqILQAkLQVsCFwpaVhEzFdtZDaUuHBdzpu5u7f3gdGkwVe6UkRsK+kY4HFgj4g4quqY+ulyJo3KuBKDYIRGSYdFxPfzFZI9gUsj4sdVx9UMSXsD6wC3AyvkrhJ/U3FYzVBE7Fp1EGbWP5I2BdYE1iJdebqCVBljNmBcuC7nkNxWeX/gSFKtb1fK3Yo9TBoc4xBJ83ZTn90RsQ6kvqEj4rLafElrVBdVyz6V/24YEStK+l+l0bRms2JNvKT/AF1TuJZUGxnzbUl/ZPIh6X1Do9mUbyNSYfrwQTB6r3UpF657UWiCcGn++19Sd3zdfBfobyPitvz8G5I2rzSa5u0LXFaY3pN040o3mkrSL0hdSAF0c/vA9yR9BrgVGEPqxq6b/Jb0Y+B86trBVxaRmZUWEd+VNBewsqQVgRsjoqv627fu58J172pNEBrpqiYIkjaOiAuBlXLC6Uq5l5CdgGUk1drABnBTdVG17EukkTKvljQt6YdDt9qB1Af5z4GH6L5uK7ci9TO+Kand+LOkz9aNFcZkZiVJ2gr4PXAV6YfxnyTtHRFnVRqYDSnuiq8XkpYk9UrxGnAGaSS9mUi1vxdUGVt/SdoFuIjUHnayf3o3dTGWryZ8izR0+1WkmtF/Asd22w2NRZJmIhXoNgNmj4j1Kw6paflYZqlNR8QTFYbTNEkLApsA3yYNvjRPxSGZWR8k3Q6sX6utljQKuCwilqs2MhtKXHPdu+OAvYGZgYtJNzK+SWqO0FWFa+BoUg3c3Xm61r1YAF1TuCZdtp8ADI+IdyVNB/yAVFOxZ6WR9VMe5GBzYANSry3LAJ+NiDcrDawFko4FFiD1slFrTrFTry+agkjajxT/VKRRGm8GNomIp6qMy8xKm6quGciLpO+z2YBx4bp370fE9QCSHoqICfl51w26AqwKfBH4JHAvcHZE3FxtSE1ZsThYTES8S7ox88oKY2rWk6RR/3aIiNclXdjNBevsE91c604aXXIa4D3gBdIPuRcqjcjM+uMiSRcDY/P0V+m+yjDrcm4W0gtJj5FqdQVsW3j+jW4ada6epFVJNdk3R8S3qo6nP3I76w2Ko0pKGg5c3G0Dr0iaH9gCWJtUu7I8sHqXD4xzMjCOyXvZuKLSoJogaRpgWeAzpHbkwyKia7vgNBtKJH0ZWD1PXhsR/6wyHht6XLjuhaTP9rQsIq4eyFhaJWkOUhOEdYF3SL/kL4iItyoNrJ8kbUi64e8UUtODeUk/fA6OiIuqjK0Vhf/P54EZI2KDikNqiqRf1s2KiNi/kmCakO+zWBlYhUn92d9O6nGgm5pPmZlZRVy4HiLyADi3AleSLnl/9I+PiF9UFVczJM1OKoTOAzwDXFhrsjMYSBoZEa9XHUczJC0VEfcWpteMiK4ZwEHSSaSeQW4CbouIbutK0GxIk/QlUneac5KuNIv0I3+mSgOzIcWF6yFiMNXC25RL0rnAjyPivtyH+jYR8ZWq4zKzoUHSQ8AXij/yzQaaC9dm1jaSRgKnkq6SzA/s0s1dJJpZd5H034hYve81zTrHhWuziklalnTT3MzkLhIjomu6rwOQdACTmhrNDGwJ/AX4sNuaHZlZ95J0ODA3cA7wbm1+RPyjsqBsyHFXfGbVOxn4DjC+6kBacFndtE9kZlaFmYC3SOMH1ATOSTaAXLg2q949wE3dfPNcrd2+pBlIPdLMwqSBiszMBspeEfFScYakru0617qTC9dmFZF0LalGZRbgiXwjDqQ727uqz+6Ci0ndPD5ddSBmNiSdL2njiHgNUg9GwJmkEXDNBoQL12YViYg1IfVxHREfjQIoadbqomrZyxFxcNVBmNmQ9WtSAfvzwBKkMRG2qTYkG2pcuDar3hnA5wrTxwDd2n3d1JL+yeQjNPqGRjMbEBHx7zzC6iXASGCLiHig4rBsiHHh2qwikrYAvgQsLak2+t/UpBtyuoqkWjOW3+S/qwIPAC9XE5GZDSWS/kRhcDRSr0UPA9+VRETsXk1kNhS5cG1WnSuAccATpNpqAe8Dz1YZVJPWqZueHvg2qa2jBykys067uW76lkqiMMP9XJtVTtL2TF7jQkSc0sPqXUPSVMDVtbblZmZmQ8FUVQdgZkCqtZ4KWI7UlV3XyyMzujs+MxswklaXdKmkByQ9IulRSY9UHZcNLW4WYlaxiDi5OC3pX1XF0qy6ERohNQtZnjQUupnZQDkB+AGpWcgHFcdiQ5QL12YVqyuYjqY7ryjVj9D4DnBI/WAOZmYd9mpEXFh1EDa0uc21WcUkfTY//RB4Dbgj/MU0M+s3SYcAw0jDnb9bmx8R4yoLyoYc11ybVW8cqWeNRUhdRz1KKmSbmVn/rJr/rpT/inRl8HONVzdrP9dcm1VM0nnA6aQ2gmOArSNi02qjMjPrHpL2rD3NfwOYAPwnIh6tJiobqrqxbafZYDNzRPwtIu6PiL/ShYPImJlVbGR+zJgfI0mVFRdK+lqVgdnQ45prs4pJOhyYgdQ8ZAzwdkR8t9qozMy6n6TZgMsiYsWqY7Ghw4VrsymApDHAwsDDEeGRxczM2kTSrRGxQtVx2NDhZiFmFZG0oqQRefIJYAVgK0mjKwzLzGzQkLQO8HLVcdjQ4t5CzKpzJLBGfn4aafCDCcBfgA2rCsrMrNtIupPJB7ICmA14Gthu4COyocyFa7PqvBsRH0qaHZg7Iv4OIOlnFcdlZtZt6ntYCuDFiHizimBsaHPh2qw6b0raEVgNOBNA0tSkmxvNzKykiHi86hjManxDo1lFJI0kXa58Czg1IiZKWgBYPiLOqzY6MzMza4YL12ZmZmZmbeLeQszMzOxjJH0g6TZJt0saJ+kzHdzXGz3Mn0/SuZIelPSwpMMlTVtYPlbSHZJ+UPe6/SSNz/HfJumQPP94SUv3I64v9rR+3T4elPSP/mzbBi8Xrs3MzKyRtyNi+YhYDvgJcHD9Cvk+kY6QJOAfwDkRsRiwOGn0xYPy8rmBlSNi2Yj4Y4NN/DHHv3xE7AMQETtHxD0N9jWshzC+CPRWYK7tYzHg78AVkkaVPUYbnFy4to8p1FbUHvvk+d+XNENhvYY1Db1sd7Sks/pY56NaBUn7NhH7cElXSxomaSFJbxdqXq6TtER/t1lyv/tJ+mEPy7aTdJekOyXd2tN6hfV7rClpN0nXNfm60yUt1u54zGyKNRO5v2hJa0u6VtJ5wD153jmSbpF0t6Rdai+S9Iakg3IOvl7SXHn+JyT9L+fFA3vY5+eAdyLiLwAR8QHwA2CnfC66BJg35/g1yxyEpKvyoF212P4g6XZgNUmHSLon14T/PtfUbwb8Lu9jkd62nXt8ugT4et7+ujnn3ynpREnT5fmT7SfPGyXpbEk35cfqZY7HpkwuXFsjbxd+7S8fEYfk+d+nhZ4sIuLpiNiyj3WKtQr9LlwDOwH/yEkY0oiHtZqXkxtts8M1LxuT3rcNIuJTwKeBV/t4WV81Je2Ia2qAiGj2Mu9RwI/aF5GZTYGG50LlfcDxwAGFZSsCe0TE4nl6p4hYCRgD7J67GAUYAVyfc/A1wLfy/MOBo3JefKaH/X8SmGzE2oh4jTTo1qKkgm8tx1/b4PU/KFQSNRo7YARwQ47tXmAL4JMRsSxwYERcB5wH7J338XAPcRaNA5aUND1wEvDVfIxTA9/O78tk+ym8H3+MiJWBL5Peb+tSLlxbKZJ2B0YDV0q6sjC/UY3ESZKOyDXFj0jaMs9fSNJd+fmwXDNwV/71/r08/ypJY5Tax9US+18l7S/p+3X73aNBqNsA5/ZwGMWalx0knSfpCuByJb8r1DB/Na83o6TLldob3ilp80IMP5X0gKT/AD3ViP8E+GFEPA0QEe9GxHH59d/KNRS35xqLGRrVlOTHRblW6FpJS+bXL5Lf9zslHah8JaGXY2lU2/TR1QdJe+d47pD0qzxvhKR/5xjvqm0LuBZYr5M/TMyscrWKliWBjYBTJCkvuzEiHi2su3uuAb4emB+oXdl6D/hXfn4LsFB+vjowNj8/tUPxF5uFXNxg+QfA2fn5q8A7wAmSvkTqxakZtfdnCeDRiHggT58MrNXLftYDjpR0G6lAP5OkGZuMwSrmE6M1Mjx/wWsOjogjJO0JrBMRL+T5tRqJn0r6LalGovYrfB7S6INLkhJFfXOQXUhJdvncBd1sxYURsY+k70bE8pAK5qS2d4dJmgr4GrBK8TVKN7ksHBGPFWYvko9lJKnWfdXCshWBZSPiJUlfBpYHlgPmAG6SdA1pxMQtIuI1SXMA1+fC6Yo5huVJ36Nx1NWwZMv0MB9SDXutoH0g8M2I+FPe/r8i4qy87HJgt4h4UNKqwJ9Jl0sPBw6PiLGSdits90s9HEvtmJepOykiaQPSyXAV0snhPElrAaOApyPi83m9mQHy4DcP5X30dHxmNkhExP9yDqy1J/5ocBZJa5MKh6tFxFuSrgKmz4vfj0ndkn3A5OWOvroruweY7GqnpJmABYCHgDn7fySTead2lTOfh1YB1s37/C4pz/bXCsDNPS3sZT9TAZ+OiHea2KdNYVxzbY3UNwv5ew/r9VQjAekGlA9zE4+5Grx2PeCYiJgIEBEv9RZQLjC/KGkFYAPg1oh4sW61OYBX6ubVLhkuQmqecWxh2aWF/a4BjI2IDyLiOeBqYGVSQfPXku4ALgPmzcezJvDPiHgrX6Zspl/qZXJN8p2kGvdP1q+Qay4+A5yZfyQcQ/rhAoXBZ4C/FV7W07HAx2ubajbIj1vJlzVJhe07gfUl/UbSmhFRbNLyPOlqhpkNcvmK2TCgPu8CzAy8nAvWS5Kav/Xlv6QKCkj5r5HLgRkkbZdjGAb8ATgpIpqtWW4o59qZI+ICUrvu5fKi10mVM2W28WVSHh0L3A8sJGnRvHhb4Ope9nMJ8L3CtpZv7YisSq65tlb0ViPxbuG5aI/jgR2AuYETGyx/m0m1JY2cB/ylMF1mWNxtSDU1K0XE+5Ie62Mf9e4GVgKuaLDsJOCLEXG7pB2AtRusMxXwSq0Gvw16OmaRrlAc87EF0orAJsCBki6PiP3zoulJ77mZDU7Fq5gCto+IDya1DPnIRcBuku4lFSqvL7HtPYC/SfoxPTTli4iQtAXwZ0k/J+XDC2jufpy+jATOVWorLWDPPP904DilppFbNmh3/QNJ3yBdyb0L+FxETABQGoH3zNx87ibgaGC2HvazO/B/uSJnalL79N2w7hT/v737Z40iCOM4/n2IEQUrQQjaaKeVoL4AU9iIIAiCooJKCq00jY36CiwTEKJCCgWtLPxDjAGtFEEOTCyEgCCCBBUMchAw4GPxPGf2NremcL14+vvAcLN3czu7d8cyPPvMnLuKSlsBmhXPzwDbOrUjbm+NZ32cuAi1tSMi26+zfoZIFVmT2xvz8SmwJ+tfgP7CftYSF+63QF/FMb4H1pX7y+19wEzWTwKjhdcOAY+IyMwm4B0xiD8HjGSbQeI25lYivWIaWE9clGeJ3Ory8ewnovoDhXMYyvpn4rZmP/C48PmNAKcK+3gGHM66ATuz/oCYLAORZtNc4Vz2Eukmy75rItryAtiQ21vy2DYXPs8DxB2J4u9hYLV/ryoqKioqKn9TUeRaOinnXE94rBE6BkyY2Qd3H/zNPq4Ta5ZOm9kicA0YLbUZy9cb7n7M3b9ZTKac96XVQMomibSIqdxu5VwbkcYyVPG+u0SaxStiAH3B3efM7BZwL1M3XgJvANy9YWZ3sv1HIiqxjLs/tJjoOZUTgZylqPtlYkD7KR9btx7bIiVE9PyqmV0iBuK3s9/zwE0zu0hEjlopG1Xnsr3i3HH3STPbATzPqFQTOE7MyL9iZt+BReAsQJ7TgrvPVe1TRETkf6S/P5eekRMZG0QUd7aizS5g2N1PdPXgVoHFOq8L7u5mdgQ46u4HV3pfTX0PA1/d/UY3+hMREekVilxLT7D4U5X7xCTCjgNr+BlRfmJmfb+Ibv8rdhNLNxkxkfN0F/ue588tnyUiItKzFLkWEREREamJluITEREREamJBtciIiIiIjXR4FpEREREpCYaXIuIiIiI1ESDaxERERGRmvwAcZxQ/r7XQRwAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] @@ -2994,7 +3072,7 @@ " \n", " \n", " \n", - " Second Doses due at 25 May (n)\n", + " Second Doses due at 03 Sep (n)\n", " Second doses overdue (n)\n", " Second doses given (n)\n", " Second doses given (% of due)\n", @@ -3014,70 +3092,62 @@ " \n", " overall\n", " overall\n", - " 86\n", - " 59\n", - " 27\n", - " 31.4\n", - " 434\n", - " \n", - " \n", - " newly shielded since feb 15\n", - " no\n", - " 84\n", - " 56\n", - " 28\n", - " 33.3\n", + " 133\n", + " 98\n", + " 35\n", + " 26.3\n", " 427\n", " \n", " \n", - " yes\n", - " 0\n", - " 0\n", - " 0\n", - " NaN\n", - " 0\n", + " newly shielded since feb 15\n", + " no\n", + " 133\n", + " 98\n", + " 35\n", + " 26.3\n", + " 420\n", " \n", " \n", " Sex\n", " F\n", - " 42\n", - " 28\n", - " 14\n", - " 33.3\n", - " 203\n", + " 70\n", + " 49\n", + " 21\n", + " 30.0\n", + " 217\n", " \n", " \n", " M\n", + " 63\n", " 49\n", - " 35\n", " 14\n", - " 28.6\n", - " 224\n", + " 22.2\n", + " 210\n", " \n", " \n", " Age band\n", " 16-29\n", - " 7\n", - " 7\n", + " 14\n", + " 14\n", " 0\n", " 0.0\n", " 49\n", " \n", " \n", " 30-39\n", - " 7\n", - " 7\n", + " 14\n", + " 14\n", " 0\n", " 0.0\n", " 56\n", " \n", " \n", " 40-49\n", - " 14\n", - " 14\n", + " 21\n", + " 21\n", " 0\n", " 0.0\n", - " 56\n", + " 49\n", " \n", " \n", " 50-59\n", @@ -3085,23 +3155,23 @@ " 14\n", " 0\n", " 0.0\n", - " 56\n", + " 49\n", " \n", " \n", " 60-69\n", + " 21\n", " 14\n", " 7\n", - " 7\n", - " 50.0\n", + " 33.3\n", " 56\n", " \n", " \n", " 70-79\n", - " 21\n", - " 14\n", + " 35\n", + " 28\n", " 7\n", - " 33.3\n", - " 105\n", + " 20.0\n", + " 119\n", " \n", " \n", " 80+\n", @@ -3109,45 +3179,45 @@ " 14\n", " 0\n", " 0.0\n", - " 56\n", + " 42\n", " \n", " \n", " Ethnicity (broad categories)\n", " Black\n", - " 14\n", - " 14\n", + " 21\n", + " 21\n", " 0\n", " 0.0\n", " 77\n", " \n", " \n", " Mixed\n", - " 14\n", - " 14\n", - " 0\n", - " 0.0\n", - " 77\n", + " 28\n", + " 21\n", + " 7\n", + " 25.0\n", + " 70\n", " \n", " \n", " Other\n", - " 14\n", - " 14\n", + " 21\n", + " 21\n", " 0\n", " 0.0\n", - " 70\n", + " 77\n", " \n", " \n", " South Asian\n", - " 7\n", - " 7\n", + " 21\n", + " 21\n", " 0\n", " 0.0\n", - " 77\n", + " 70\n", " \n", " \n", " Unknown\n", - " 14\n", - " 14\n", + " 21\n", + " 21\n", " 0\n", " 0.0\n", " 63\n", @@ -3167,7 +3237,7 @@ " 21\n", " 0\n", " 0.0\n", - " 98\n", + " 77\n", " \n", " \n", " 2\n", @@ -3175,127 +3245,144 @@ " 21\n", " 0\n", " 0.0\n", - " 98\n", + " 77\n", " \n", " \n", " 3\n", + " 28\n", + " 21\n", " 7\n", - " 7\n", - " 0\n", - " 0.0\n", - " 77\n", + " 25.0\n", + " 84\n", " \n", " \n", " 4\n", - " 14\n", - " 7\n", - " 7\n", - " 50.0\n", - " 70\n", + " 21\n", + " 21\n", + " 0\n", + " 0.0\n", + " 84\n", " \n", " \n", " 5 Least deprived\n", + " 28\n", " 14\n", " 14\n", + " 50.0\n", + " 84\n", + " \n", + " \n", + " Unknown\n", + " 7\n", + " 7\n", " 0\n", " 0.0\n", - " 70\n", + " 21\n", " \n", " \n", - " Unknown\n", + " Learning disability\n", + " no\n", + " 133\n", + " 98\n", + " 35\n", + " 26.3\n", + " 427\n", + " \n", + " \n", + " yes\n", " 0\n", " 0\n", " 0\n", " NaN\n", - " 21\n", + " 0\n", " \n", " \n", - " Learning disability\n", - " no\n", - " 84\n", - " 56\n", - " 28\n", - " 33.3\n", - " 427\n", + " brand of first dose\n", + " Pfizer\n", + " 0\n", + " 0\n", + " 0\n", + " NaN\n", + " 0\n", " \n", " \n", - " brand of first dose\n", " Unknown\n", - " 84\n", - " 56\n", - " 28\n", - " 33.3\n", - " 210\n", + " 133\n", + " 98\n", + " 35\n", + " 26.3\n", + " 224\n", " \n", " \n", "\n", "" ], "text/plain": [ - " Second Doses due at 25 May (n) \\\n", + " Second Doses due at 03 Sep (n) \\\n", "Category Group \n", - "overall overall 86 \n", - "newly shielded since feb 15 no 84 \n", - " yes 0 \n", - "Sex F 42 \n", - " M 49 \n", - "Age band 16-29 7 \n", - " 30-39 7 \n", - " 40-49 14 \n", + "overall overall 133 \n", + "newly shielded since feb 15 no 133 \n", + "Sex F 70 \n", + " M 63 \n", + "Age band 16-29 14 \n", + " 30-39 14 \n", + " 40-49 21 \n", " 50-59 14 \n", - " 60-69 14 \n", - " 70-79 21 \n", + " 60-69 21 \n", + " 70-79 35 \n", " 80+ 14 \n", - "Ethnicity (broad categories) Black 14 \n", - " Mixed 14 \n", - " Other 14 \n", - " South Asian 7 \n", - " Unknown 14 \n", + "Ethnicity (broad categories) Black 21 \n", + " Mixed 28 \n", + " Other 21 \n", + " South Asian 21 \n", + " Unknown 21 \n", " White 21 \n", "Index of Multiple Deprivation (quintiles) 1 Most deprived 21 \n", " 2 21 \n", - " 3 7 \n", - " 4 14 \n", - " 5 Least deprived 14 \n", - " Unknown 0 \n", - "Learning disability no 84 \n", - "brand of first dose Unknown 84 \n", + " 3 28 \n", + " 4 21 \n", + " 5 Least deprived 28 \n", + " Unknown 7 \n", + "Learning disability no 133 \n", + " yes 0 \n", + "brand of first dose Pfizer 0 \n", + " Unknown 133 \n", "\n", " Second doses overdue (n) \\\n", "Category Group \n", - "overall overall 59 \n", - "newly shielded since feb 15 no 56 \n", - " yes 0 \n", - "Sex F 28 \n", - " M 35 \n", - "Age band 16-29 7 \n", - " 30-39 7 \n", - " 40-49 14 \n", + "overall overall 98 \n", + "newly shielded since feb 15 no 98 \n", + "Sex F 49 \n", + " M 49 \n", + "Age band 16-29 14 \n", + " 30-39 14 \n", + " 40-49 21 \n", " 50-59 14 \n", - " 60-69 7 \n", - " 70-79 14 \n", + " 60-69 14 \n", + " 70-79 28 \n", " 80+ 14 \n", - "Ethnicity (broad categories) Black 14 \n", - " Mixed 14 \n", - " Other 14 \n", - " South Asian 7 \n", - " Unknown 14 \n", + "Ethnicity (broad categories) Black 21 \n", + " Mixed 21 \n", + " Other 21 \n", + " South Asian 21 \n", + " Unknown 21 \n", " White 14 \n", "Index of Multiple Deprivation (quintiles) 1 Most deprived 21 \n", " 2 21 \n", - " 3 7 \n", - " 4 7 \n", + " 3 21 \n", + " 4 21 \n", " 5 Least deprived 14 \n", - " Unknown 0 \n", - "Learning disability no 56 \n", - "brand of first dose Unknown 56 \n", + " Unknown 7 \n", + "Learning disability no 98 \n", + " yes 0 \n", + "brand of first dose Pfizer 0 \n", + " Unknown 98 \n", "\n", " Second doses given (n) \\\n", "Category Group \n", - "overall overall 27 \n", - "newly shielded since feb 15 no 28 \n", - " yes 0 \n", - "Sex F 14 \n", + "overall overall 35 \n", + "newly shielded since feb 15 no 35 \n", + "Sex F 21 \n", " M 14 \n", "Age band 16-29 0 \n", " 30-39 0 \n", @@ -3305,77 +3392,81 @@ " 70-79 7 \n", " 80+ 0 \n", "Ethnicity (broad categories) Black 0 \n", - " Mixed 0 \n", + " Mixed 7 \n", " Other 0 \n", " South Asian 0 \n", " Unknown 0 \n", " White 7 \n", "Index of Multiple Deprivation (quintiles) 1 Most deprived 0 \n", " 2 0 \n", - " 3 0 \n", - " 4 7 \n", - " 5 Least deprived 0 \n", + " 3 7 \n", + " 4 0 \n", + " 5 Least deprived 14 \n", " Unknown 0 \n", - "Learning disability no 28 \n", - "brand of first dose Unknown 28 \n", + "Learning disability no 35 \n", + " yes 0 \n", + "brand of first dose Pfizer 0 \n", + " Unknown 35 \n", "\n", " Second doses given (% of due) \\\n", "Category Group \n", - "overall overall 31.4 \n", - "newly shielded since feb 15 no 33.3 \n", - " yes NaN \n", - "Sex F 33.3 \n", - " M 28.6 \n", + "overall overall 26.3 \n", + "newly shielded since feb 15 no 26.3 \n", + "Sex F 30.0 \n", + " M 22.2 \n", "Age band 16-29 0.0 \n", " 30-39 0.0 \n", " 40-49 0.0 \n", " 50-59 0.0 \n", - " 60-69 50.0 \n", - " 70-79 33.3 \n", + " 60-69 33.3 \n", + " 70-79 20.0 \n", " 80+ 0.0 \n", "Ethnicity (broad categories) Black 0.0 \n", - " Mixed 0.0 \n", + " Mixed 25.0 \n", " Other 0.0 \n", " South Asian 0.0 \n", " Unknown 0.0 \n", " White 33.3 \n", "Index of Multiple Deprivation (quintiles) 1 Most deprived 0.0 \n", " 2 0.0 \n", - " 3 0.0 \n", - " 4 50.0 \n", - " 5 Least deprived 0.0 \n", - " Unknown NaN \n", - "Learning disability no 33.3 \n", - "brand of first dose Unknown 33.3 \n", + " 3 25.0 \n", + " 4 0.0 \n", + " 5 Least deprived 50.0 \n", + " Unknown 0.0 \n", + "Learning disability no 26.3 \n", + " yes NaN \n", + "brand of first dose Pfizer NaN \n", + " Unknown 26.3 \n", "\n", " Total population \n", "Category Group \n", - "overall overall 434 \n", - "newly shielded since feb 15 no 427 \n", - " yes 0 \n", - "Sex F 203 \n", - " M 224 \n", + "overall overall 427 \n", + "newly shielded since feb 15 no 420 \n", + "Sex F 217 \n", + " M 210 \n", "Age band 16-29 49 \n", " 30-39 56 \n", - " 40-49 56 \n", - " 50-59 56 \n", + " 40-49 49 \n", + " 50-59 49 \n", " 60-69 56 \n", - " 70-79 105 \n", - " 80+ 56 \n", + " 70-79 119 \n", + " 80+ 42 \n", "Ethnicity (broad categories) Black 77 \n", - " Mixed 77 \n", - " Other 70 \n", - " South Asian 77 \n", + " Mixed 70 \n", + " Other 77 \n", + " South Asian 70 \n", " Unknown 63 \n", " White 77 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 98 \n", - " 2 98 \n", - " 3 77 \n", - " 4 70 \n", - " 5 Least deprived 70 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 77 \n", + " 2 77 \n", + " 3 84 \n", + " 4 84 \n", + " 5 Least deprived 84 \n", " Unknown 21 \n", "Learning disability no 427 \n", - "brand of first dose Unknown 210 " + " yes 0 \n", + "brand of first dose Pfizer 0 \n", + " Unknown 224 " ] }, "metadata": {}, @@ -3431,14 +3522,6 @@ "metadata": {}, "output_type": "display_data" }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - ":125: UserWarning: Attempting to set identical bottom == top == 0 results in singular transformations; automatically expanding.\n", - " axes[n].set_ylim([0, min(15, ymax*1.05)])\n" - ] - }, { "data": { "text/markdown": [ @@ -3465,7 +3548,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -3523,7 +3606,7 @@ " \n", " \n", " \n", - " Second Doses due at 25 May (n)\n", + " Second Doses due at 03 Sep (n)\n", " Second doses overdue (n)\n", " Second doses given (n)\n", " Second doses given (% of due)\n", @@ -3543,332 +3626,340 @@ " \n", " overall\n", " overall\n", - " 499\n", - " 352\n", - " 147\n", - " 29.5\n", - " 2,275\n", + " 688\n", + " 487\n", + " 201\n", + " 29.2\n", + " 2,177\n", " \n", " \n", " Sex\n", " F\n", - " 252\n", - " 175\n", - " 77\n", - " 30.6\n", - " 1,162\n", - " \n", + " 378\n", + " 266\n", + " 112\n", + " 29.6\n", + " 1,141\n", + " \n", " \n", " M\n", - " 245\n", - " 175\n", - " 70\n", - " 28.6\n", - " 1,113\n", + " 315\n", + " 224\n", + " 91\n", + " 28.9\n", + " 1,043\n", " \n", " \n", " Ethnicity (broad categories)\n", " Black\n", + " 112\n", " 84\n", - " 63\n", - " 21\n", + " 28\n", " 25.0\n", - " 378\n", + " 343\n", " \n", " \n", " Mixed\n", - " 91\n", - " 70\n", - " 21\n", - " 23.1\n", - " 406\n", + " 112\n", + " 77\n", + " 35\n", + " 31.2\n", + " 385\n", " \n", " \n", " Other\n", + " 119\n", " 84\n", - " 56\n", - " 28\n", - " 33.3\n", - " 392\n", + " 35\n", + " 29.4\n", + " 385\n", " \n", " \n", " South Asian\n", - " 77\n", - " 49\n", - " 28\n", - " 36.4\n", - " 385\n", + " 126\n", + " 84\n", + " 42\n", + " 33.3\n", + " 371\n", " \n", " \n", " Unknown\n", - " 77\n", - " 56\n", - " 21\n", - " 27.3\n", - " 329\n", + " 112\n", + " 84\n", + " 28\n", + " 25.0\n", + " 350\n", " \n", " \n", " White\n", - " 84\n", - " 56\n", - " 28\n", - " 33.3\n", - " 392\n", + " 112\n", + " 77\n", + " 35\n", + " 31.2\n", + " 350\n", " \n", " \n", " ethnicity 16 groups\n", " African\n", + " 42\n", " 28\n", - " 21\n", - " 7\n", - " 25.0\n", + " 14\n", + " 33.3\n", " 126\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", " 28\n", - " 21\n", - " 7\n", - " 25.0\n", - " 112\n", - " \n", - " \n", - " Caribbean\n", - " 28\n", " 14\n", " 14\n", " 50.0\n", - " 119\n", + " 112\n", " \n", " \n", - " Chinese\n", + " Caribbean\n", " 35\n", " 21\n", " 14\n", " 40.0\n", - " 126\n", + " 112\n", + " \n", + " \n", + " Chinese\n", + " 35\n", + " 28\n", + " 7\n", + " 20.0\n", + " 112\n", " \n", " \n", " Other\n", - " 21\n", - " 21\n", - " 0\n", - " 0.0\n", - " 84\n", + " 42\n", + " 28\n", + " 14\n", + " 33.3\n", + " 119\n", " \n", " \n", " Other Asian\n", - " 21\n", - " 14\n", + " 35\n", + " 28\n", " 7\n", - " 33.3\n", + " 20.0\n", " 119\n", " \n", " \n", " British or Mixed British\n", - " 21\n", - " 14\n", + " 35\n", + " 28\n", " 7\n", - " 33.3\n", + " 20.0\n", " 112\n", " \n", " \n", " Indian or British Indian\n", + " 49\n", " 35\n", - " 28\n", - " 7\n", - " 20.0\n", - " 140\n", + " 14\n", + " 28.6\n", + " 133\n", " \n", " \n", " Irish\n", - " 21\n", - " 21\n", - " 0\n", - " 0.0\n", - " 119\n", + " 42\n", + " 28\n", + " 14\n", + " 33.3\n", + " 133\n", " \n", " \n", " Other Black\n", + " 35\n", " 28\n", - " 21\n", " 7\n", - " 25.0\n", - " 133\n", + " 20.0\n", + " 112\n", " \n", " \n", " Other White\n", - " 28\n", " 21\n", + " 14\n", " 7\n", - " 25.0\n", - " 126\n", + " 33.3\n", + " 91\n", " \n", " \n", " Other mixed\n", - " 28\n", - " 21\n", + " 42\n", + " 35\n", " 7\n", - " 25.0\n", - " 112\n", + " 16.7\n", + " 133\n", " \n", " \n", " Pakistani or British Pakistani\n", + " 42\n", " 28\n", - " 21\n", - " 7\n", - " 25.0\n", - " 133\n", + " 14\n", + " 33.3\n", + " 112\n", " \n", " \n", " Unknown\n", - " 77\n", - " 56\n", - " 21\n", - " 27.3\n", - " 357\n", + " 112\n", + " 84\n", + " 28\n", + " 25.0\n", + " 336\n", " \n", " \n", " White + Asian\n", + " 35\n", " 21\n", - " 21\n", - " 0\n", - " 0.0\n", - " 126\n", + " 14\n", + " 40.0\n", + " 112\n", " \n", " \n", " White + Black African\n", + " 28\n", " 21\n", - " 21\n", - " 0\n", - " 0.0\n", - " 119\n", + " 7\n", + " 25.0\n", + " 91\n", " \n", " \n", " White + Black Caribbean\n", - " 35\n", - " 35\n", - " 0\n", - " 0.0\n", - " 112\n", + " 28\n", + " 14\n", + " 14\n", + " 50.0\n", + " 105\n", " \n", " \n", " Index of Multiple Deprivation (quintiles)\n", " 1 Most deprived\n", + " 140\n", " 98\n", - " 70\n", - " 28\n", - " 28.6\n", - " 406\n", + " 42\n", + " 30.0\n", + " 399\n", " \n", " \n", " 2\n", - " 98\n", - " 70\n", - " 28\n", - " 28.6\n", - " 448\n", + " 126\n", + " 84\n", + " 42\n", + " 33.3\n", + " 434\n", " \n", " \n", " 3\n", - " 91\n", - " 63\n", - " 28\n", - " 30.8\n", - " 420\n", + " 119\n", + " 84\n", + " 35\n", + " 29.4\n", + " 399\n", " \n", " \n", " 4\n", + " 126\n", " 91\n", - " 63\n", - " 28\n", - " 30.8\n", - " 455\n", + " 35\n", + " 27.8\n", + " 413\n", " \n", " \n", " 5 Least deprived\n", - " 98\n", - " 70\n", - " 28\n", - " 28.6\n", + " 133\n", + " 91\n", + " 42\n", + " 31.6\n", " 427\n", " \n", " \n", " Unknown\n", - " 21\n", - " 14\n", + " 35\n", + " 28\n", " 7\n", - " 33.3\n", - " 112\n", + " 20.0\n", + " 105\n", " \n", " \n", " BMI\n", " 30+\n", - " 126\n", - " 91\n", - " 35\n", - " 27.8\n", - " 665\n", + " 224\n", + " 168\n", + " 56\n", + " 25.0\n", + " 651\n", " \n", " \n", " under 30\n", - " 371\n", - " 259\n", - " 112\n", - " 30.2\n", - " 1,610\n", + " 462\n", + " 322\n", + " 140\n", + " 30.3\n", + " 1,526\n", " \n", " \n", " Chronic cardiac disease\n", " no\n", - " 497\n", - " 350\n", - " 147\n", - " 29.6\n", - " 2,254\n", + " 679\n", + " 483\n", + " 196\n", + " 28.9\n", + " 2,156\n", " \n", " \n", " yes\n", + " 7\n", + " 7\n", " 0\n", - " 0\n", - " 0\n", - " NaN\n", - " 21\n", + " 0.0\n", + " 28\n", " \n", " \n", " Current COPD\n", " no\n", - " 490\n", - " 343\n", - " 147\n", - " 30.0\n", - " 2,254\n", + " 679\n", + " 483\n", + " 196\n", + " 28.9\n", + " 2,156\n", " \n", " \n", " yes\n", + " 7\n", + " 7\n", " 0\n", - " 0\n", - " 0\n", - " NaN\n", - " 21\n", + " 0.0\n", + " 28\n", " \n", " \n", - " DMARDs\n", + " DMARDs\n", " no\n", - " 497\n", - " 350\n", - " 147\n", + " 686\n", + " 483\n", + " 203\n", " 29.6\n", - " 2,247\n", + " 2,156\n", + " \n", + " \n", + " yes\n", + " 0\n", + " 0\n", + " 0\n", + " NaN\n", + " 21\n", " \n", " \n", " Dementia\n", " no\n", - " 497\n", - " 350\n", - " 147\n", - " 29.6\n", - " 2,254\n", + " 679\n", + " 476\n", + " 203\n", + " 29.9\n", + " 2,163\n", " \n", " \n", " yes\n", @@ -3876,50 +3967,50 @@ " 0\n", " 0\n", " NaN\n", - " 28\n", + " 14\n", " \n", " \n", " Psychosis, schizophrenia, or bipolar\n", " no\n", - " 497\n", - " 350\n", - " 147\n", - " 29.6\n", - " 2,254\n", + " 679\n", + " 483\n", + " 196\n", + " 28.9\n", + " 2,156\n", " \n", " \n", " yes\n", + " 7\n", + " 7\n", " 0\n", - " 0\n", - " 0\n", - " NaN\n", - " 21\n", + " 0.0\n", + " 28\n", " \n", " \n", " Learning disability\n", " no\n", - " 497\n", - " 350\n", - " 147\n", - " 29.6\n", - " 2,240\n", + " 679\n", + " 483\n", + " 196\n", + " 28.9\n", + " 2,142\n", " \n", " \n", " yes\n", + " 7\n", + " 7\n", " 0\n", - " 0\n", - " 0\n", - " NaN\n", - " 42\n", + " 0.0\n", + " 35\n", " \n", " \n", " SSRI (last 12 months)\n", " no\n", - " 497\n", - " 350\n", - " 147\n", - " 29.6\n", - " 2,254\n", + " 679\n", + " 483\n", + " 196\n", + " 28.9\n", + " 2,156\n", " \n", " \n", " yes\n", @@ -3930,48 +4021,64 @@ " 21\n", " \n", " \n", - " Chemo or radiotherapy\n", + " Chemo or radiotherapy\n", " no\n", - " 497\n", - " 350\n", - " 147\n", - " 29.6\n", - " 2,261\n", + " 679\n", + " 483\n", + " 196\n", + " 28.9\n", + " 2,156\n", + " \n", + " \n", + " yes\n", + " 7\n", + " 7\n", + " 0\n", + " 0.0\n", + " 28\n", " \n", " \n", " Cancer (lung)\n", " no\n", - " 497\n", - " 350\n", - " 147\n", - " 29.6\n", - " 2,240\n", + " 679\n", + " 483\n", + " 196\n", + " 28.9\n", + " 2,156\n", " \n", " \n", " yes\n", + " 7\n", + " 7\n", " 0\n", - " 0\n", - " 0\n", - " NaN\n", - " 35\n", + " 0.0\n", + " 21\n", " \n", " \n", - " Cancer (excluding lung/haem)\n", + " Cancer (excluding lung/haem)\n", " no\n", - " 497\n", - " 350\n", - " 147\n", - " 29.6\n", - " 2,261\n", + " 679\n", + " 483\n", + " 196\n", + " 28.9\n", + " 2,163\n", + " \n", + " \n", + " yes\n", + " 7\n", + " 7\n", + " 0\n", + " 0.0\n", + " 21\n", " \n", " \n", " Cancer (haematological)\n", " no\n", - " 490\n", - " 343\n", - " 147\n", - " 30.0\n", - " 2,254\n", + " 679\n", + " 483\n", + " 196\n", + " 28.9\n", + " 2,156\n", " \n", " \n", " yes\n", @@ -3984,301 +4091,316 @@ " \n", " brand of first dose\n", " Unknown\n", - " 497\n", - " 350\n", - " 147\n", + " 686\n", + " 483\n", + " 203\n", " 29.6\n", - " 1,169\n", + " 1,092\n", " \n", " \n", "\n", "" ], "text/plain": [ - " Second Doses due at 25 May (n) \\\n", + " Second Doses due at 03 Sep (n) \\\n", "Category Group \n", - "overall overall 499 \n", - "Sex F 252 \n", - " M 245 \n", - "Ethnicity (broad categories) Black 84 \n", - " Mixed 91 \n", - " Other 84 \n", - " South Asian 77 \n", - " Unknown 77 \n", - " White 84 \n", - "ethnicity 16 groups African 28 \n", + "overall overall 688 \n", + "Sex F 378 \n", + " M 315 \n", + "Ethnicity (broad categories) Black 112 \n", + " Mixed 112 \n", + " Other 119 \n", + " South Asian 126 \n", + " Unknown 112 \n", + " White 112 \n", + "ethnicity 16 groups African 42 \n", " Bangladeshi or British Bangladeshi 28 \n", - " Caribbean 28 \n", + " Caribbean 35 \n", " Chinese 35 \n", - " Other 21 \n", - " Other Asian 21 \n", - " British or Mixed British 21 \n", - " Indian or British Indian 35 \n", - " Irish 21 \n", - " Other Black 28 \n", - " Other White 28 \n", - " Other mixed 28 \n", - " Pakistani or British Pakistani 28 \n", - " Unknown 77 \n", - " White + Asian 21 \n", - " White + Black African 21 \n", - " White + Black Caribbean 35 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 98 \n", - " 2 98 \n", - " 3 91 \n", - " 4 91 \n", - " 5 Least deprived 98 \n", - " Unknown 21 \n", - "BMI 30+ 126 \n", - " under 30 371 \n", - "Chronic cardiac disease no 497 \n", - " yes 0 \n", - "Current COPD no 490 \n", - " yes 0 \n", - "DMARDs no 497 \n", - "Dementia no 497 \n", - " yes 0 \n", - "Psychosis, schizophrenia, or bipolar no 497 \n", - " yes 0 \n", - "Learning disability no 497 \n", + " Other 42 \n", + " Other Asian 35 \n", + " British or Mixed British 35 \n", + " Indian or British Indian 49 \n", + " Irish 42 \n", + " Other Black 35 \n", + " Other White 21 \n", + " Other mixed 42 \n", + " Pakistani or British Pakistani 42 \n", + " Unknown 112 \n", + " White + Asian 35 \n", + " White + Black African 28 \n", + " White + Black Caribbean 28 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 140 \n", + " 2 126 \n", + " 3 119 \n", + " 4 126 \n", + " 5 Least deprived 133 \n", + " Unknown 35 \n", + "BMI 30+ 224 \n", + " under 30 462 \n", + "Chronic cardiac disease no 679 \n", + " yes 7 \n", + "Current COPD no 679 \n", + " yes 7 \n", + "DMARDs no 686 \n", " yes 0 \n", - "SSRI (last 12 months) no 497 \n", + "Dementia no 679 \n", " yes 0 \n", - "Chemo or radiotherapy no 497 \n", - "Cancer (lung) no 497 \n", + "Psychosis, schizophrenia, or bipolar no 679 \n", + " yes 7 \n", + "Learning disability no 679 \n", + " yes 7 \n", + "SSRI (last 12 months) no 679 \n", " yes 0 \n", - "Cancer (excluding lung/haem) no 497 \n", - "Cancer (haematological) no 490 \n", + "Chemo or radiotherapy no 679 \n", + " yes 7 \n", + "Cancer (lung) no 679 \n", + " yes 7 \n", + "Cancer (excluding lung/haem) no 679 \n", " yes 7 \n", - "brand of first dose Unknown 497 \n", + "Cancer (haematological) no 679 \n", + " yes 7 \n", + "brand of first dose Unknown 686 \n", "\n", " Second doses overdue (n) \\\n", "Category Group \n", - "overall overall 352 \n", - "Sex F 175 \n", - " M 175 \n", - "Ethnicity (broad categories) Black 63 \n", - " Mixed 70 \n", - " Other 56 \n", - " South Asian 49 \n", - " Unknown 56 \n", - " White 56 \n", - "ethnicity 16 groups African 21 \n", - " Bangladeshi or British Bangladeshi 21 \n", - " Caribbean 14 \n", - " Chinese 21 \n", - " Other 21 \n", - " Other Asian 14 \n", - " British or Mixed British 14 \n", - " Indian or British Indian 28 \n", - " Irish 21 \n", - " Other Black 21 \n", - " Other White 21 \n", - " Other mixed 21 \n", - " Pakistani or British Pakistani 21 \n", - " Unknown 56 \n", + "overall overall 487 \n", + "Sex F 266 \n", + " M 224 \n", + "Ethnicity (broad categories) Black 84 \n", + " Mixed 77 \n", + " Other 84 \n", + " South Asian 84 \n", + " Unknown 84 \n", + " White 77 \n", + "ethnicity 16 groups African 28 \n", + " Bangladeshi or British Bangladeshi 14 \n", + " Caribbean 21 \n", + " Chinese 28 \n", + " Other 28 \n", + " Other Asian 28 \n", + " British or Mixed British 28 \n", + " Indian or British Indian 35 \n", + " Irish 28 \n", + " Other Black 28 \n", + " Other White 14 \n", + " Other mixed 35 \n", + " Pakistani or British Pakistani 28 \n", + " Unknown 84 \n", " White + Asian 21 \n", " White + Black African 21 \n", - " White + Black Caribbean 35 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 70 \n", - " 2 70 \n", - " 3 63 \n", - " 4 63 \n", - " 5 Least deprived 70 \n", - " Unknown 14 \n", - "BMI 30+ 91 \n", - " under 30 259 \n", - "Chronic cardiac disease no 350 \n", - " yes 0 \n", - "Current COPD no 343 \n", - " yes 0 \n", - "DMARDs no 350 \n", - "Dementia no 350 \n", - " yes 0 \n", - "Psychosis, schizophrenia, or bipolar no 350 \n", - " yes 0 \n", - "Learning disability no 350 \n", + " White + Black Caribbean 14 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 98 \n", + " 2 84 \n", + " 3 84 \n", + " 4 91 \n", + " 5 Least deprived 91 \n", + " Unknown 28 \n", + "BMI 30+ 168 \n", + " under 30 322 \n", + "Chronic cardiac disease no 483 \n", + " yes 7 \n", + "Current COPD no 483 \n", + " yes 7 \n", + "DMARDs no 483 \n", " yes 0 \n", - "SSRI (last 12 months) no 350 \n", + "Dementia no 476 \n", " yes 0 \n", - "Chemo or radiotherapy no 350 \n", - "Cancer (lung) no 350 \n", + "Psychosis, schizophrenia, or bipolar no 483 \n", + " yes 7 \n", + "Learning disability no 483 \n", + " yes 7 \n", + "SSRI (last 12 months) no 483 \n", " yes 0 \n", - "Cancer (excluding lung/haem) no 350 \n", - "Cancer (haematological) no 343 \n", + "Chemo or radiotherapy no 483 \n", " yes 7 \n", - "brand of first dose Unknown 350 \n", + "Cancer (lung) no 483 \n", + " yes 7 \n", + "Cancer (excluding lung/haem) no 483 \n", + " yes 7 \n", + "Cancer (haematological) no 483 \n", + " yes 7 \n", + "brand of first dose Unknown 483 \n", "\n", " Second doses given (n) \\\n", "Category Group \n", - "overall overall 147 \n", - "Sex F 77 \n", - " M 70 \n", - "Ethnicity (broad categories) Black 21 \n", - " Mixed 21 \n", - " Other 28 \n", - " South Asian 28 \n", - " Unknown 21 \n", - " White 28 \n", - "ethnicity 16 groups African 7 \n", - " Bangladeshi or British Bangladeshi 7 \n", + "overall overall 201 \n", + "Sex F 112 \n", + " M 91 \n", + "Ethnicity (broad categories) Black 28 \n", + " Mixed 35 \n", + " Other 35 \n", + " South Asian 42 \n", + " Unknown 28 \n", + " White 35 \n", + "ethnicity 16 groups African 14 \n", + " Bangladeshi or British Bangladeshi 14 \n", " Caribbean 14 \n", - " Chinese 14 \n", - " Other 0 \n", + " Chinese 7 \n", + " Other 14 \n", " Other Asian 7 \n", " British or Mixed British 7 \n", - " Indian or British Indian 7 \n", - " Irish 0 \n", + " Indian or British Indian 14 \n", + " Irish 14 \n", " Other Black 7 \n", " Other White 7 \n", " Other mixed 7 \n", - " Pakistani or British Pakistani 7 \n", - " Unknown 21 \n", - " White + Asian 0 \n", - " White + Black African 0 \n", - " White + Black Caribbean 0 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 28 \n", - " 2 28 \n", - " 3 28 \n", - " 4 28 \n", - " 5 Least deprived 28 \n", - " Unknown 7 \n", - "BMI 30+ 35 \n", - " under 30 112 \n", - "Chronic cardiac disease no 147 \n", - " yes 0 \n", - "Current COPD no 147 \n", - " yes 0 \n", - "DMARDs no 147 \n", - "Dementia no 147 \n", - " yes 0 \n", - "Psychosis, schizophrenia, or bipolar no 147 \n", - " yes 0 \n", - "Learning disability no 147 \n", - " yes 0 \n", - "SSRI (last 12 months) no 147 \n", - " yes 0 \n", - "Chemo or radiotherapy no 147 \n", - "Cancer (lung) no 147 \n", + " Pakistani or British Pakistani 14 \n", + " Unknown 28 \n", + " White + Asian 14 \n", + " White + Black African 7 \n", + " White + Black Caribbean 14 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 42 \n", + " 2 42 \n", + " 3 35 \n", + " 4 35 \n", + " 5 Least deprived 42 \n", + " Unknown 7 \n", + "BMI 30+ 56 \n", + " under 30 140 \n", + "Chronic cardiac disease no 196 \n", + " yes 0 \n", + "Current COPD no 196 \n", + " yes 0 \n", + "DMARDs no 203 \n", + " yes 0 \n", + "Dementia no 203 \n", " yes 0 \n", - "Cancer (excluding lung/haem) no 147 \n", - "Cancer (haematological) no 147 \n", + "Psychosis, schizophrenia, or bipolar no 196 \n", " yes 0 \n", - "brand of first dose Unknown 147 \n", + "Learning disability no 196 \n", + " yes 0 \n", + "SSRI (last 12 months) no 196 \n", + " yes 0 \n", + "Chemo or radiotherapy no 196 \n", + " yes 0 \n", + "Cancer (lung) no 196 \n", + " yes 0 \n", + "Cancer (excluding lung/haem) no 196 \n", + " yes 0 \n", + "Cancer (haematological) no 196 \n", + " yes 0 \n", + "brand of first dose Unknown 203 \n", "\n", " Second doses given (% of due) \\\n", "Category Group \n", - "overall overall 29.5 \n", - "Sex F 30.6 \n", - " M 28.6 \n", + "overall overall 29.2 \n", + "Sex F 29.6 \n", + " M 28.9 \n", "Ethnicity (broad categories) Black 25.0 \n", - " Mixed 23.1 \n", - " Other 33.3 \n", - " South Asian 36.4 \n", - " Unknown 27.3 \n", - " White 33.3 \n", - "ethnicity 16 groups African 25.0 \n", - " Bangladeshi or British Bangladeshi 25.0 \n", - " Caribbean 50.0 \n", - " Chinese 40.0 \n", - " Other 0.0 \n", - " Other Asian 33.3 \n", - " British or Mixed British 33.3 \n", - " Indian or British Indian 20.0 \n", - " Irish 0.0 \n", - " Other Black 25.0 \n", - " Other White 25.0 \n", - " Other mixed 25.0 \n", - " Pakistani or British Pakistani 25.0 \n", - " Unknown 27.3 \n", - " White + Asian 0.0 \n", - " White + Black African 0.0 \n", - " White + Black Caribbean 0.0 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 28.6 \n", - " 2 28.6 \n", - " 3 30.8 \n", - " 4 30.8 \n", - " 5 Least deprived 28.6 \n", - " Unknown 33.3 \n", - "BMI 30+ 27.8 \n", - " under 30 30.2 \n", - "Chronic cardiac disease no 29.6 \n", - " yes NaN \n", - "Current COPD no 30.0 \n", - " yes NaN \n", + " Mixed 31.2 \n", + " Other 29.4 \n", + " South Asian 33.3 \n", + " Unknown 25.0 \n", + " White 31.2 \n", + "ethnicity 16 groups African 33.3 \n", + " Bangladeshi or British Bangladeshi 50.0 \n", + " Caribbean 40.0 \n", + " Chinese 20.0 \n", + " Other 33.3 \n", + " Other Asian 20.0 \n", + " British or Mixed British 20.0 \n", + " Indian or British Indian 28.6 \n", + " Irish 33.3 \n", + " Other Black 20.0 \n", + " Other White 33.3 \n", + " Other mixed 16.7 \n", + " Pakistani or British Pakistani 33.3 \n", + " Unknown 25.0 \n", + " White + Asian 40.0 \n", + " White + Black African 25.0 \n", + " White + Black Caribbean 50.0 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 30.0 \n", + " 2 33.3 \n", + " 3 29.4 \n", + " 4 27.8 \n", + " 5 Least deprived 31.6 \n", + " Unknown 20.0 \n", + "BMI 30+ 25.0 \n", + " under 30 30.3 \n", + "Chronic cardiac disease no 28.9 \n", + " yes 0.0 \n", + "Current COPD no 28.9 \n", + " yes 0.0 \n", "DMARDs no 29.6 \n", - "Dementia no 29.6 \n", - " yes NaN \n", - "Psychosis, schizophrenia, or bipolar no 29.6 \n", - " yes NaN \n", - "Learning disability no 29.6 \n", " yes NaN \n", - "SSRI (last 12 months) no 29.6 \n", + "Dementia no 29.9 \n", " yes NaN \n", - "Chemo or radiotherapy no 29.6 \n", - "Cancer (lung) no 29.6 \n", + "Psychosis, schizophrenia, or bipolar no 28.9 \n", + " yes 0.0 \n", + "Learning disability no 28.9 \n", + " yes 0.0 \n", + "SSRI (last 12 months) no 28.9 \n", " yes NaN \n", - "Cancer (excluding lung/haem) no 29.6 \n", - "Cancer (haematological) no 30.0 \n", + "Chemo or radiotherapy no 28.9 \n", + " yes 0.0 \n", + "Cancer (lung) no 28.9 \n", + " yes 0.0 \n", + "Cancer (excluding lung/haem) no 28.9 \n", + " yes 0.0 \n", + "Cancer (haematological) no 28.9 \n", " yes 0.0 \n", "brand of first dose Unknown 29.6 \n", "\n", " Total population \n", "Category Group \n", - "overall overall 2,275 \n", - "Sex F 1,162 \n", - " M 1,113 \n", - "Ethnicity (broad categories) Black 378 \n", - " Mixed 406 \n", - " Other 392 \n", - " South Asian 385 \n", - " Unknown 329 \n", - " White 392 \n", + "overall overall 2,177 \n", + "Sex F 1,141 \n", + " M 1,043 \n", + "Ethnicity (broad categories) Black 343 \n", + " Mixed 385 \n", + " Other 385 \n", + " South Asian 371 \n", + " Unknown 350 \n", + " White 350 \n", "ethnicity 16 groups African 126 \n", " Bangladeshi or British Bangladeshi 112 \n", - " Caribbean 119 \n", - " Chinese 126 \n", - " Other 84 \n", + " Caribbean 112 \n", + " Chinese 112 \n", + " Other 119 \n", " Other Asian 119 \n", " British or Mixed British 112 \n", - " Indian or British Indian 140 \n", - " Irish 119 \n", - " Other Black 133 \n", - " Other White 126 \n", - " Other mixed 112 \n", - " Pakistani or British Pakistani 133 \n", - " Unknown 357 \n", - " White + Asian 126 \n", - " White + Black African 119 \n", - " White + Black Caribbean 112 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 406 \n", - " 2 448 \n", - " 3 420 \n", - " 4 455 \n", + " Indian or British Indian 133 \n", + " Irish 133 \n", + " Other Black 112 \n", + " Other White 91 \n", + " Other mixed 133 \n", + " Pakistani or British Pakistani 112 \n", + " Unknown 336 \n", + " White + Asian 112 \n", + " White + Black African 91 \n", + " White + Black Caribbean 105 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 399 \n", + " 2 434 \n", + " 3 399 \n", + " 4 413 \n", " 5 Least deprived 427 \n", - " Unknown 112 \n", - "BMI 30+ 665 \n", - " under 30 1,610 \n", - "Chronic cardiac disease no 2,254 \n", + " Unknown 105 \n", + "BMI 30+ 651 \n", + " under 30 1,526 \n", + "Chronic cardiac disease no 2,156 \n", + " yes 28 \n", + "Current COPD no 2,156 \n", + " yes 28 \n", + "DMARDs no 2,156 \n", " yes 21 \n", - "Current COPD no 2,254 \n", + "Dementia no 2,163 \n", + " yes 14 \n", + "Psychosis, schizophrenia, or bipolar no 2,156 \n", + " yes 28 \n", + "Learning disability no 2,142 \n", + " yes 35 \n", + "SSRI (last 12 months) no 2,156 \n", " yes 21 \n", - "DMARDs no 2,247 \n", - "Dementia no 2,254 \n", + "Chemo or radiotherapy no 2,156 \n", " yes 28 \n", - "Psychosis, schizophrenia, or bipolar no 2,254 \n", + "Cancer (lung) no 2,156 \n", " yes 21 \n", - "Learning disability no 2,240 \n", - " yes 42 \n", - "SSRI (last 12 months) no 2,254 \n", + "Cancer (excluding lung/haem) no 2,163 \n", " yes 21 \n", - "Chemo or radiotherapy no 2,261 \n", - "Cancer (lung) no 2,240 \n", - " yes 35 \n", - "Cancer (excluding lung/haem) no 2,261 \n", - "Cancer (haematological) no 2,254 \n", + "Cancer (haematological) no 2,156 \n", " yes 21 \n", - "brand of first dose Unknown 1,169 " + "brand of first dose Unknown 1,092 " ] }, "metadata": {}, @@ -4384,7 +4506,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -4442,7 +4564,7 @@ " \n", " \n", " \n", - " Second Doses due at 25 May (n)\n", + " Second Doses due at 03 Sep (n)\n", " Second doses overdue (n)\n", " Second doses given (n)\n", " Second doses given (% of due)\n", @@ -4462,50 +4584,58 @@ " \n", " overall\n", " overall\n", - " 164\n", - " 122\n", - " 42\n", - " 25.6\n", - " 791\n", + " 256\n", + " 173\n", + " 83\n", + " 32.4\n", + " 812\n", " \n", " \n", " Sex\n", " F\n", + " 133\n", " 91\n", - " 70\n", - " 21\n", - " 23.1\n", - " 413\n", + " 42\n", + " 31.6\n", + " 427\n", " \n", " \n", " M\n", - " 77\n", - " 56\n", - " 21\n", - " 27.3\n", - " 378\n", + " 126\n", + " 84\n", + " 42\n", + " 33.3\n", + " 392\n", " \n", " \n", " Age band\n", - " 0\n", - " 7\n", - " 7\n", + " 0-15\n", + " 14\n", + " 14\n", " 0\n", " 0.0\n", - " 49\n", + " 56\n", " \n", " \n", - " 16-29\n", - " 7\n", - " 7\n", + " 16-17\n", + " 21\n", + " 21\n", " 0\n", " 0.0\n", - " 42\n", + " 49\n", " \n", " \n", - " 30-34\n", - " 7\n", + " 18-29\n", + " 21\n", + " 14\n", " 7\n", + " 33.3\n", + " 56\n", + " \n", + " \n", + " 30-34\n", + " 14\n", + " 14\n", " 0\n", " 0.0\n", " 49\n", @@ -4520,14 +4650,6 @@ " \n", " \n", " 40-44\n", - " 0\n", - " 0\n", - " 0\n", - " NaN\n", - " 35\n", - " \n", - " \n", - " 45-49\n", " 14\n", " 14\n", " 0\n", @@ -4535,279 +4657,279 @@ " 49\n", " \n", " \n", - " 50-54\n", - " 14\n", + " 45-49\n", + " 21\n", + " 7\n", " 14\n", - " 0\n", - " 0.0\n", + " 66.7\n", " 56\n", " \n", " \n", - " 55-59\n", - " 7\n", + " 50-54\n", + " 21\n", + " 14\n", " 7\n", - " 0\n", - " 0.0\n", - " 42\n", + " 33.3\n", + " 63\n", " \n", " \n", - " 60-64\n", - " 7\n", - " 7\n", + " 55-59\n", + " 14\n", + " 14\n", " 0\n", " 0.0\n", " 49\n", " \n", " \n", - " 65-69\n", + " 60-64\n", " 14\n", " 14\n", " 0\n", " 0.0\n", - " 63\n", + " 49\n", " \n", " \n", - " 70-74\n", - " 7\n", - " 7\n", + " 65-69\n", + " 21\n", + " 21\n", " 0\n", " 0.0\n", - " 63\n", + " 56\n", " \n", " \n", - " 75-79\n", + " 70-74\n", " 14\n", " 14\n", " 0\n", " 0.0\n", - " 56\n", + " 49\n", " \n", " \n", - " 80-84\n", + " 75-79\n", " 14\n", " 14\n", " 0\n", " 0.0\n", - " 42\n", + " 63\n", " \n", " \n", - " 85-89\n", - " 14\n", + " 80-84\n", + " 21\n", " 14\n", - " 0\n", - " 0.0\n", + " 7\n", + " 33.3\n", " 49\n", " \n", " \n", - " 90+\n", - " 7\n", - " 7\n", + " 85-89\n", + " 21\n", + " 21\n", " 0\n", " 0.0\n", - " 49\n", + " 70\n", " \n", " \n", " Ethnicity (broad categories)\n", " Black\n", - " 14\n", - " 14\n", - " 0\n", - " 0.0\n", - " 119\n", + " 42\n", + " 35\n", + " 7\n", + " 16.7\n", + " 126\n", " \n", " \n", " Mixed\n", - " 35\n", + " 42\n", " 28\n", - " 7\n", - " 20.0\n", - " 140\n", + " 14\n", + " 33.3\n", + " 147\n", " \n", " \n", " Other\n", - " 28\n", + " 42\n", " 21\n", - " 7\n", - " 25.0\n", + " 21\n", + " 50.0\n", " 140\n", " \n", " \n", " South Asian\n", - " 21\n", - " 21\n", - " 0\n", - " 0.0\n", - " 133\n", + " 49\n", + " 35\n", + " 14\n", + " 28.6\n", + " 140\n", " \n", " \n", " Unknown\n", - " 28\n", + " 56\n", + " 35\n", " 21\n", - " 7\n", - " 25.0\n", - " 119\n", + " 37.5\n", + " 147\n", " \n", " \n", " White\n", - " 35\n", + " 28\n", " 21\n", - " 14\n", - " 40.0\n", - " 147\n", + " 7\n", + " 25.0\n", + " 112\n", " \n", " \n", " brand of first dose\n", " Unknown\n", - " 161\n", - " 119\n", - " 42\n", - " 26.1\n", - " 392\n", + " 252\n", + " 168\n", + " 84\n", + " 33.3\n", + " 399\n", " \n", " \n", "\n", "" ], "text/plain": [ - " Second Doses due at 25 May (n) \\\n", + " Second Doses due at 03 Sep (n) \\\n", "Category Group \n", - "overall overall 164 \n", - "Sex F 91 \n", - " M 77 \n", - "Age band 0 7 \n", - " 16-29 7 \n", - " 30-34 7 \n", + "overall overall 256 \n", + "Sex F 133 \n", + " M 126 \n", + "Age band 0-15 14 \n", + " 16-17 21 \n", + " 18-29 21 \n", + " 30-34 14 \n", " 35-39 14 \n", - " 40-44 0 \n", - " 45-49 14 \n", - " 50-54 14 \n", - " 55-59 7 \n", - " 60-64 7 \n", - " 65-69 14 \n", - " 70-74 7 \n", + " 40-44 14 \n", + " 45-49 21 \n", + " 50-54 21 \n", + " 55-59 14 \n", + " 60-64 14 \n", + " 65-69 21 \n", + " 70-74 14 \n", " 75-79 14 \n", - " 80-84 14 \n", - " 85-89 14 \n", - " 90+ 7 \n", - "Ethnicity (broad categories) Black 14 \n", - " Mixed 35 \n", - " Other 28 \n", - " South Asian 21 \n", - " Unknown 28 \n", - " White 35 \n", - "brand of first dose Unknown 161 \n", + " 80-84 21 \n", + " 85-89 21 \n", + "Ethnicity (broad categories) Black 42 \n", + " Mixed 42 \n", + " Other 42 \n", + " South Asian 49 \n", + " Unknown 56 \n", + " White 28 \n", + "brand of first dose Unknown 252 \n", "\n", " Second doses overdue (n) \\\n", "Category Group \n", - "overall overall 122 \n", - "Sex F 70 \n", - " M 56 \n", - "Age band 0 7 \n", - " 16-29 7 \n", - " 30-34 7 \n", + "overall overall 173 \n", + "Sex F 91 \n", + " M 84 \n", + "Age band 0-15 14 \n", + " 16-17 21 \n", + " 18-29 14 \n", + " 30-34 14 \n", " 35-39 14 \n", - " 40-44 0 \n", - " 45-49 14 \n", + " 40-44 14 \n", + " 45-49 7 \n", " 50-54 14 \n", - " 55-59 7 \n", - " 60-64 7 \n", - " 65-69 14 \n", - " 70-74 7 \n", + " 55-59 14 \n", + " 60-64 14 \n", + " 65-69 21 \n", + " 70-74 14 \n", " 75-79 14 \n", " 80-84 14 \n", - " 85-89 14 \n", - " 90+ 7 \n", - "Ethnicity (broad categories) Black 14 \n", + " 85-89 21 \n", + "Ethnicity (broad categories) Black 35 \n", " Mixed 28 \n", " Other 21 \n", - " South Asian 21 \n", - " Unknown 21 \n", + " South Asian 35 \n", + " Unknown 35 \n", " White 21 \n", - "brand of first dose Unknown 119 \n", + "brand of first dose Unknown 168 \n", "\n", " Second doses given (n) \\\n", "Category Group \n", - "overall overall 42 \n", - "Sex F 21 \n", - " M 21 \n", - "Age band 0 0 \n", - " 16-29 0 \n", + "overall overall 83 \n", + "Sex F 42 \n", + " M 42 \n", + "Age band 0-15 0 \n", + " 16-17 0 \n", + " 18-29 7 \n", " 30-34 0 \n", " 35-39 0 \n", " 40-44 0 \n", - " 45-49 0 \n", - " 50-54 0 \n", + " 45-49 14 \n", + " 50-54 7 \n", " 55-59 0 \n", " 60-64 0 \n", " 65-69 0 \n", " 70-74 0 \n", " 75-79 0 \n", - " 80-84 0 \n", + " 80-84 7 \n", " 85-89 0 \n", - " 90+ 0 \n", - "Ethnicity (broad categories) Black 0 \n", - " Mixed 7 \n", - " Other 7 \n", - " South Asian 0 \n", - " Unknown 7 \n", - " White 14 \n", - "brand of first dose Unknown 42 \n", + "Ethnicity (broad categories) Black 7 \n", + " Mixed 14 \n", + " Other 21 \n", + " South Asian 14 \n", + " Unknown 21 \n", + " White 7 \n", + "brand of first dose Unknown 84 \n", "\n", " Second doses given (% of due) \\\n", "Category Group \n", - "overall overall 25.6 \n", - "Sex F 23.1 \n", - " M 27.3 \n", - "Age band 0 0.0 \n", - " 16-29 0.0 \n", + "overall overall 32.4 \n", + "Sex F 31.6 \n", + " M 33.3 \n", + "Age band 0-15 0.0 \n", + " 16-17 0.0 \n", + " 18-29 33.3 \n", " 30-34 0.0 \n", " 35-39 0.0 \n", - " 40-44 NaN \n", - " 45-49 0.0 \n", - " 50-54 0.0 \n", + " 40-44 0.0 \n", + " 45-49 66.7 \n", + " 50-54 33.3 \n", " 55-59 0.0 \n", " 60-64 0.0 \n", " 65-69 0.0 \n", " 70-74 0.0 \n", " 75-79 0.0 \n", - " 80-84 0.0 \n", + " 80-84 33.3 \n", " 85-89 0.0 \n", - " 90+ 0.0 \n", - "Ethnicity (broad categories) Black 0.0 \n", - " Mixed 20.0 \n", - " Other 25.0 \n", - " South Asian 0.0 \n", - " Unknown 25.0 \n", - " White 40.0 \n", - "brand of first dose Unknown 26.1 \n", + "Ethnicity (broad categories) Black 16.7 \n", + " Mixed 33.3 \n", + " Other 50.0 \n", + " South Asian 28.6 \n", + " Unknown 37.5 \n", + " White 25.0 \n", + "brand of first dose Unknown 33.3 \n", "\n", " Total population \n", "Category Group \n", - "overall overall 791 \n", - "Sex F 413 \n", - " M 378 \n", - "Age band 0 49 \n", - " 16-29 42 \n", + "overall overall 812 \n", + "Sex F 427 \n", + " M 392 \n", + "Age band 0-15 56 \n", + " 16-17 49 \n", + " 18-29 56 \n", " 30-34 49 \n", " 35-39 49 \n", - " 40-44 35 \n", - " 45-49 49 \n", - " 50-54 56 \n", - " 55-59 42 \n", + " 40-44 49 \n", + " 45-49 56 \n", + " 50-54 63 \n", + " 55-59 49 \n", " 60-64 49 \n", - " 65-69 63 \n", - " 70-74 63 \n", - " 75-79 56 \n", - " 80-84 42 \n", - " 85-89 49 \n", - " 90+ 49 \n", - "Ethnicity (broad categories) Black 119 \n", - " Mixed 140 \n", + " 65-69 56 \n", + " 70-74 49 \n", + " 75-79 63 \n", + " 80-84 49 \n", + " 85-89 70 \n", + "Ethnicity (broad categories) Black 126 \n", + " Mixed 147 \n", " Other 140 \n", - " South Asian 133 \n", - " Unknown 119 \n", - " White 147 \n", - "brand of first dose Unknown 392 " + " South Asian 140 \n", + " Unknown 147 \n", + " White 112 \n", + "brand of first dose Unknown 399 " ] }, "metadata": {}, @@ -4889,7 +5011,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAtcAAAIjCAYAAADIjTdSAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nOzdd9gcVfnG8e8daggdQm9SpIjUAKKIIEWagPxARKVJtSsKooKiiKLSLXSkKUjVoJEm1QIk9N5rCBB6FQg8vz/OWTJZ3rJlNrP75v5c117v7szsmWf23X327MwpigjMzMzMzKx9w6oOwMzMzMxsqHDl2szMzMysJK5cm5mZmZmVxJVrMzMzM7OSuHJtZmZmZlYSV67NzMzMzEriyvU0RtIukv7VxPaPSNqwkzF1O0nrSXqig+WfJWnrTpVf2M+ykm6R9IqkbzT4nJC0dKdja1SZ/wtJN0j6UBllmXWKc3bznLOds6vmynXJJK0j6T+SXpL0vKR/S1qj6risO0laCVgZ+Gt+vLKkOyU9K2mfwnYzSLpe0qJt7G4/4MqImC0ijukjlqsk7d5G+b3mMOCnVQdh1XLOtmY4Z1eqZ3K2K9clkjQ78DfgN8DcwMLAT4A3q4zLGidp+qm8y72AP8bk2Zx+AXyXlLx/KGmBvHwf4PyIeLyNfS0O3NnG84ea0cD6hdfYpjHO2b3POXua0js5OyJ8K+kGjAJeHGSbLwF3Ay8AlwCLF9Z9CLgMeB54GvhBXj4TcBTwZL4dBcyU160HPAF8B3gGmADsWihzHtIb8mXgBuBg4F8DxLcj8CjwHPBD4BFgwwbimJf0JfVijv9aYFhetxBwPjAReBj4RmF/awLjcnxPA0cMENsewAO5/NHAQnn5scBhddv+Fdingf0fBJwHnJlj2B0YDpya/0d3AfsCTxSeE8DShcenAj8rPN4CuCW/Fv8BVhrgmB4C1ik8vrvwml6XX5/F8/9uhgbeg1uSkvGLwFXA8nn5FcA7wP+AV4EP1j3vkLr1vy0c697A/bnM3wHK64YBB+T3yzPA6cAced3M+TV9Lj9vLDB/XjcHcDLpvToe+BkwXT/H09H/BenztnPVucO3am44Zztnh3N2XuecXWZuqTqAoXQDZs9vzNOATYG56tZvRUo0ywPT5zf5f/K62fIb9zv5TT4bsFZe99P8oZ0PGJnfcAfndesBk/I2MwCbAa/X9g2cDZwDjABWzB+MPhM1sEL+kK5LSspH5LI3bCCOXwDH5RhmAD4OKH+YbwR+BMwILElKTp/Kz/svsGO+PyvwkX5i+yTwLLBaju03wDV53brA40xOIHMBb5AS9GD7Pwh4G9g6bzscOJT0RTM3sChwBw0mB2BVUtJaC5gO2Jn0ZTdTH8c0Ipc1srDsXODTwCLAU6Qv2r8An2jg/fdB4DVgo/w/2I/0fpsxr78K2H2A579vfY7vb8CcwGKkL7tN8rov5fKXzP+7C4Az8rq9gIuAWfLrsDowe153IXB8Pv75SF9Ce/UTU0f/F8AxDFA58G1o33DOds52znbO7kRuqTqAoXYjJeFTSWcmJpF+rdd+/f0D2K2w7TBSUl0c2AG4uZ8yHwQ2Kzz+FPBIvr8eKSlNX1j/DPCR/OZ8G1iusO7n9J+ofwScXXg8AniLyYl6oDh+SjrzsHRdmWsBj9Ut+z7wh3z/GtJl2HkHeV1PBn5VeDxrPrYlSF8IjwHr5nV7AFc0uP+DyAm/sP4hcjLKj/dsIjkcS/7yKqy/lz4SLekSdAAzF5YtDowBbsrviS2BM0hJ8q/A1cB2/bxGBwLn1L2/xgPr5cdX0VqiLp6lOQfYP9//J/CVwrpl8/9kelIS7+usw/ykS+7DC8t2ILUr7Cumjv4vSGd/Tmn2c+7b0LnhnO2c7ZztnF3yzW2uSxYRd0fELhGxCOmsw0KkS3GQPoRHS3pRUu1SnEgf2EVJibAvC5Eu49Q8mpfVPBcRkwqPXyclspGkD83jdc/tz0LFbSPiNdJZnUbi+DXpF/Glkh6StH9evjiwUO2Y83H/gPSBBdiN9Ov9HkljJW0xQGzv7TsiXs2xLRzpE3c26QMP8Hngjw3uH6Z8fd73OjDwa1ZvceA7dftblCn/XzUv5r+zFY7r0YjYLCJWIyXmg0nt+Q4D/kxK3EdImruP8upfo3fzcSzcRPx9eapwv/beet/+8v3pSa/tGaRL6GdLelLSryTNQHp9ZgAmFF6f40lnQ/rS6f/FbEz+P9g0yDnbORvnbOfskrly3UERcQ/pV9mKedHjpEspcxZuwyPiP3ndkv0U9STpTVezWF42mImkMzHF3sqLDbD9hOK2kmYhXeIaNI6IeCUivhMRS5KSyT6SNiAd18N1xzxbRGyWn3d/ROxA+qD+EjhP0og+Ypti33mbeUi/8gHOAraVtDjpzMf5efmA+89ioNeB979mr5MundUUO1c8DhxSt79ZIuKs+gPKX4QPkr6o+vIj4MSIeBr4MDAuIl4inWHra6il+tdI+TjG97FtX+pfh8H09X6YBDwdEW9HxE8iYgXgo6R2dDuRXp83SWe9aq/P7BHR3/BKnf5fLA/c2tjh2lDnnO2c7ZztnF0GV65LJGk5Sd+RtEh+vCjpl/l1eZPjgO/XxmmUNIek7fK6vwELSvqWpJkkzSZprbzuLOAASSMlzUv6AJ85WDwR8Q6pTdVBkmaRtAKpDVN/zgO2yENTzUi6bFh8j/Qbh6QtJC2dk8NLpI4W75LaZr0i6XuShkuaTtKKtaGuJH1R0sj8i732a/TdPmI7C9hV0iqSZiJdKr0+Ih7Jx3ozqX3fScAlEVEra8D99+Mc0v9prvy//Hrd+luAz+eyNgE+UVh3IrC3pLWUjJC0uaTZ6NuYuueTX5cVSJePj82LHgY+KWl+YBnSJdW+4t5c0gb5jMN3SEnxPwMca9HT9F9Z6MtZwLclfUDSrKT/yZ8jYpKk9SV9WNJ0pE5HbwPvRsQE4FLgcEmzSxomaSlJ73sNCsfUkf+FpJlJ7Qova+KYbQhxznbOxjnbObsT6tuJ+Nb6jXQp5xzSr87X8t/jyZ0C8jY7AreT3ryPU2g7RDpb8k9SL9unmNxOamZSI/4J+XYMuc0Xued5XRyPMLnN3UjSl0CjPc93JiWBvnqeDxTHt/O2r5F+pR9YKHMh0of6qXxs1xXKPJPU3vBVUo/prQeIbW/SWYPn8zEtUrf+QNIv+e3qlg+0/4OAM+u2n4XUi/pF+u7tPCrH+grpUtpZTNnbeRNST+sX8+t0LjBbP8e0Yi5LdcuvJHeOyo9XzrE8S+5R3095n8nbvURq6/ehwrqrGLj93trAffk1OiYvG6h93DDSl/XjpDNuZzK5U9YOpLZyr5G+AI4htzEl9Tw/Nr9PXgJuBj7XT0wd+18A2wEXVJ03fKvuhnP2IzhnD5gn+jgm52zn7EFvtZ66ZlYRSX8idWr5S9WxTEskXU/qrHZH1bGYWe9wzq5GL+VsV67NzMzMzEriNtdmZmZmZiVx5drMzMzMrCSuXJuZmZmZlcSVa+tqkkJSX+ODdi1J60l6Yqjty8zKUVVek7RE3vf0LT7/TknrNbDdq5KaGSJusPJ+Ielb+X6lOU/SqZJ+VtX+O0HSFyRd2mYZK0lqdAjBIc+Va5um5MQckr5XdSxmZu2QtIukd3JltnhbKK9/RNKGZe0vIj4UEVc1sN2sEfFQjqGtyqikkaTJTI5vtYxul/+P/6pq/xHxx4jYuM0ybgNelPTpksLqaa5c27RmZ9KYqztVHYiZWQn+myuzxVsjs0H2il2AMRHxRitPzpOiWD9avYrRjz8Ce5VYXs9y5dp6wWaSHpL0rKRf5xmiZpT0vKQP1zaSNJ+k1/OZjvdRmn53W+CrwDKSRtWt30nSo5Kek3Rg8axP3uf+kh7M68+RNPdAQUv6QY75EUlfKCzfXNLNkl6W9Likgwrrapdtd5b0WH7+Dwvrh+czQS9IugsYaNYyM+tepeS1/kg6gzT19EX5bPZ+hdVf6Ce/HJRz2+mSXsnNQEYV1hdz4nQ5xz2Yt71RaYbL95q9SNoT+AKwX47hIkn7Sjq/EAuSjpF0dD+HsilpcpX64+svv54q6VhJYyS9BqyvNLPm6ZIm5hx/gKRhefulJF2R8/qzkv4oac5CeatKuikf459JE/MM9LrvIenuvP1dklbLy2vfH7Xln8nLlyfNBLp2fo1ezMtnknRY/j89Lek4ScML+9lP0gRJT0raXYWmRoMc7y6S/i3pSEnPkWYDneLMudLMpZfl9+K9kj5bWLdZjv8VSeMlfbdw+FcBGyjNyDltq3oWG998G+hGmm3qSmBu0hfFfeQZq4DfA78sbPtN4KIBytqRNOPTdMBFwG8K61YgzTi2DjAjcBhp+tcNC2VfBywCzES6RHlWP/tZD5gEHJG3/QRp1qtlC+s/TPpxuxJpNqyt87ol8jGfCAwnzfL1JrB8Xn8ocG1+PRYF7qButjfffPOtu29l5TXSWd2BZm98pJbD8uPB8stBwP+AzXKe/AVwXV/lkWbeux1YFlAua57C8S2d75/KlDPwLZjz4Zz58fSkGR9X7+cYJgJrFB4Pll9PJc0i+LGcY2cmzRj4V2C2/BrcR5qMBGBpYKNc1kjgGuCovG5G4FHSbJYzkE7OvF08nrpYtyPN8rlGfk2WBhYvrFsox7R9jnnB/v6PwJHA6PwemY30nfWLvG4T0uyVHyLNiHhm3Ws+0PHukl+/r+fXfnhx/8AI0gyOu+b1q5JmmVwhr58AfDzfnwtYrS7ul4GVqv6MVX2rPADffBvolhPGJoXHXwH+me+vRZr2tzYZ0jjgswOUdXkhae6Qk/YM+fGPKFSWc8J6i8lfJHcDGxTWL5iT7PR97Ge9nLxGFJadQ2F64brtjwKOzPeXyMe8SGH9DeSpZoGH6l6PPXHl2jffeupWVl4rVJReLNweLKx/hL4r1/3ll4OAywvrVgDe6Ks80lTZWw1wfH1WrvOyfwB75PtbAHcN8Fq9DSxXeDxgfs37O72wbrqcy1coLNsLuKqf/W0N3Jzvrws8Wftf5GX/qT+ewrpLgG82+B64pfb6UVe5JlXMXwOWKixbG3g43z+FXNHOj5euveaDHW/e12N9vI9qlevtgWvr1h8P/DjffyyXN3s/xzUeWLfqz1jVNzcLsV7weOH+o6Rf/0TE9cDrwHqSliMlltF9FZAvV65PahMG6Vf9zMDm+fFCxf1ExOvAc4UiFgculPRivmx3N/AOMH8/Mb8QEa/1FbektSRdmS/ZvQTsDcxb9/ynCvdfB2btK85crpn1nrbzWnZdRMxZuC3VwL77yy99rZtZfbfLXRR4sIF99eU04Iv5/heBMwbY9gXSGdgplvWXX7Piazsv6azzo3XbLwwgaX5JZ+cmDi+TzgLX8vFCwPjItcbCc/vT72ui1OzwlsJ3yIq8P+/XjCSd4LmxsP3FeXktruIxNny8fWxfb3Fgrdp+876/ACyQ1/8f6crGo5KulrR23fNnI/3Im6a5cm29YNHC/cVIZxJqakl6R+C8iPhfP2XsSHq/XyTpKdIZ4JlJHRwhXepapLZxbts2T+H5jwOb1n2JzRwR4/vZ31xKbbz7ivtPpC/LRSNiDlJ7O/VTTr0JvP/1MLPeU0ZeG0wMvknLHgcaqcj3FcNfgJUkrUg6c/3HPrapuQ34YN2ygfJr/T6fJZ39Xrxu+1ru/nne/sMRMTvpda/l4wnAwpJU99z+9PmaSFqc1BTna6SmM3OSmvTVyq1/jZ4F3gA+VPi+mSMiaj+Cpvi+Ysr30mDH29f+6o/h6rrvulkj4ssAETE2IrYC5iP9H88pHOfCpKY09w5Q/jTBlWvrBftKmiufff4m8OfCujOBz5AS4ukDlLEz8BNglcLt/0idiuYBzgM+LemjkmYkXR4tJtTjgENykkTSSElbDRL3T5Q6KH2c9AVybl4+G/B8RPxP0prA5wcpp+gc4Pv59ViE1G7OzHpPGXltME8DpY03Xeck4GBJyyhZKefSQWPIPxbOI51ouCEiHhtgP2NI7arr9ZdfpxAR75Dy5iGSZss5fB/SawwpH78KvJQrh/sWnv5fUhOUb0iaQdI2wJoDxHoS8F1Jq+fXZOm8vxGkCu1EAEm7ks5c1zwNLJK/e4iId0mV8SMlzZefs7CkT+XtzwF2lbS8pFmAA5s43sH8DfigpB3zMc8gaY28rxmVxsSeIyLeJrWvfrfw3E8AV0TEmw3ua8hy5dp6wV+BG0lt1P4OnFxbERGPAzeREte1fT1Z0kdIv+J/FxFPFW6jgQeAHSLiTlJF9WzSWYFXSZ1sakniaNLZ5kslvULq3LjWADE/Rbqc+STprMzeEXFPXvcV4Ke5nB9R+OXfgJ+QLvE9DFzKwJdTzax7tZXXCmqjTBRvtVGEfgEckC/vf3egQlpwBCl3XUqqZJ1M6hxX72RghRzDXwrLTyN17B4sh51OOglSLHug/NqXr5PaMD8E/ItUqT8lr/sJsBqpE+TfgQtqT4qIt4BtSG2Snye1R35vfb2IOBc4JJf/CunM7twRcRdwOKmy/nQ+7n8XnnoFcCfwlKRn87Lvkb6frsvNVS4ndR4lIv4BHEPqFPsA6fsIJn9fDXS8A4qIV4CNgc+RXt+ngF+SOnxCuprySI5pb1KTkZovkE5ETfNqHSbMepakU4AnI+KAEsucldRubJmIeLiscs3MGtGJvNZNJC0G3AMsEBEvD7Ltz4FnIuKoqRJcj1Eazu8OYKaImFRRDCsBx0dEfRvsaZIr19bTJC1BOvOzaruVYKWZpf5Jag5yOOnM9GrhD4mZTUVl5rVupDTm8hGkESe+VHU8vUhpnOwxpI6PpwHvRsTW1UZlNR1rFiLpFEnPSLqjsOyg3CP3lnzbrJ/nbqI0cPkDkvbvVIzW2yQdTPq1/uuSvoC2Il0GexJYhjQ8lSvWNs1w3q5eB/JaV8kdEV8mjS3944rD6WV7kZouPkgauerL1YZjRR07cy1pXVK71dMjYsW87CDg1Yg4bIDnTUca8Hwj4AlgLKlN7F0dCdTMzADnbTOzMnTszHVEXEPqANCsNYEHIuKh3JngbNIZRTMz6yDnbTOz9lUxWsjXJN2WLz/O1cf6hZlygPMnmHLwczMzm7qct83MGtTXrEuddCxwMGl4oYNJncba6swgaU/SFNCMGDFi9eWWW67dGM3Mprobb7zx2YgYOfiWU12peds528yGgoFy9lStXEfE07X7kk4kDVZebzxTzja0CFPOLFRf5gnACQCjRo2KcePGlROsmdlUJKkrp7IvO287Z5vZUDBQzp6qzUIkLVh4+BlSj+h6Y4FlJH0gz1b0OdLkHWZmNpU5b5uZNadjZ64lnQWsB8wr6QnSkDvrSVqFdHnxEdJQMkhaCDgpIjaLiEmSvgZcAkwHnJJnzzMzsw5y3jYza9+QmkTGlxjNrFdJujEiRlUdx9TknG1mvWqgnF3FaCFmZmZmZkOSK9dmZmZmZiVpqM21pGHAysBCwBvAHRHxTCcDMzOz1jhnm5lVZ8DKtaSlgO8BGwL3AxOBmYEPSnodOB44LSLe7XSgZmY2MOdsM7PqDXbm+mekCQT2irqej5LmAz4P7Aic1pnwzMysCc7ZZmYVG7ByHRE7DLDuGeCo0iMyM7OWOGebmVWvqQ6NkpaWdKak8yWt3amgzMysfc7ZZmZT32BtrmeOiP8VFh0M7JfvXwSs0qnAzMysOc7ZZmbVG+zM9UWSdio8fhtYAlgceKdTQZmZWUucs83MKjZY5XoTYHZJF0taF/gu8CngM8AXOh2cmZk1xTnbzKxig3VofAf4raQzgAOBLwMHRMSDUyM4MzNrnHO2mVn1BmtzvRawL/AW8HPSZASHSBoPHBwRL3Y+RDMza4RztplZ9QYb5/p4YDNgVuAPEfEx4HOSPgH8mXS50czMuoNztplZxQarXE8idYYZQToTAkBEXA1c3bmwzMysBc7ZZmYVG6xy/XlgL1KS3mmQbc3MrFrO2WZmFRuscn1/RHxnoA0kqX6a3bz8FGAL4JmIWDEv+zXwaVLifxDYta82gJIeAV4hDR01KSJGNXAsZmbTupZzdl7nvG1m1qbBhuK7UtLXJS1WXChpRkmflHQasHM/zz2VNCxU0WXAihGxEnAf8P0B9r1+RKziBG1m1rB2cjY4b5uZta2Rca7fAc6S9KSkuyQ9BNwP7AAcFRGn9vXEiLgGeL5u2aURMSk/vA5YpJ3gzcxsCi3nbHDeNjMrw2DjXP8P+D3we0kzAPMCb5Q0nNOXSL3X+9w1cKmkAI6PiBNK2J+Z2ZDW4ZwNzttmZoMarM31eyLibWBCGTuV9ENSr/Y/9rPJOhExXtJ8wGWS7slnVPoqa09gT4DFFlusr03MzKY5ZeZsKC9vO2eb2VA3WLOQ0knahdRh5gv9daqJiPH57zPAhcCa/ZUXESdExKiIGDVy5MgORGxmNm0rM287Z5vZUDdVK9eSNgH2A7aMiNf72WaEpNlq94GNgTumXpRmZlbjvG1m1pyGK9eSFpe0Yb4/vJZIB9j+LOC/wLKSnpC0G/BbYDbSJcNbJB2Xt11I0pj81PmBf0m6FbgB+HtEXNz0kZmZTcOazdl5O+dtM7M2NdTmWtIepDZycwNLkXqLHwds0N9zImKHPhaf3M+2T5Km7CUiHgJWbiQuMzN7v1ZyNjhvm5mVodEz118FPga8DBAR9wPzdSooMzNri3O2mVlFGq1cvxkRb9UeSJqeNOySmZl1H+dsM7OKNFq5vlrSD4DhkjYCzgUu6lxYZmbWBudsM7OKNFq53h+YCNwO7AWMAQ7oVFBmZtYW52wzs4o01KExIt4FTsw3MzPrYs7ZZmbVaXS0kIfpo71eRCxZekRmZtYW52wzs+o0Ov35qML9mYHtSEM8mZlZ93HONjOrSENtriPiucJtfEQcBWze4djMzKwFztlmZtVptFnIaoWHw0hnRRo9621mZlORc7aZWXUaTbaHF+5PAh4BPlt6NGZmVgbnbDOzijQ6Wsj6nQ7EzMzK4ZxtZladASvXkvYZaH1EHFFuOGZm1irnbDOz6g125nq2/HdZYA1gdH78aeCGTgVlZmYtcc42M6vYgJXriPgJgKRrgNUi4pX8+CDg7x2PzszMGuacbWZWvUanP58feKvw+K28zMzMuo9ztplZRRodLeR04AZJF+bHWwOndiQiMzNrl3O2mVlFGp1E5hBgV+CFfNs1In4x2PMknSLpGUl3FJbNLekySffnv3P189yd8zb3S9q5scMxMzPnbDOz6gxauZY0naR7IuKmiDg6325usPxTgU3qlu0P/DMilgH+mR/X73Nu4MfAWsCawI/7S+hmZjaZc7aZWbUGrVxHxDvAvZIWa7bwiLgGeL5u8VbAafn+aaTLlfU+BVwWEc9HxAvAZbw/4ZuZWR3nbDOzajXa5nou4E5JNwCv1RZGxJYt7HP+iJiQ7z9F351sFgYeLzx+Ii97H0l7AnsCLLZY098lZmZDkXO2mVlFGq1cH9iJnUdESIo2yzgBOAFg1KhRbZVlZjZEOGebmVWk0Q6NVwOPADPk+2OBm1rc59OSFgTIf5/pY5vxwKKFx4vkZWZmNgjnbDOz6jRUuZa0B3AecHxetDDwlxb3ORqo9STfGfhrH9tcAmwsaa7cKWbjvMzMzAbhnG1mVp1GJ5H5KvAx4GWAiLgfmG+wJ0k6C/gvsKykJyTtBhwKbCTpfmDD/BhJoySdlMt/HjiYdLZlLPDTvMzMzAbnnG1mVpFG21y/GRFvSQJA0vTAoG3lImKHflZt0Me244DdC49PAU5pMD4zM5vMOdvMrCKNnrm+WtIPgOGSNgLOBS7qXFhmZtYG52wzs4o0WrneH5gI3A7sBYwBDuhUUGZm1hbnbDOzijTaLGRr4PSIOLGTwZiZWSmcs83MKtLometPA/dJOkPSFrn9npmZdSfnbDOzijQ6zvWuwNKkdns7AA/WeombmVl3cc42M6tOw2czIuJtSf8g9TgfTrrsuPvAzzIzsyo4Z5uZVaPRSWQ2lXQqcD/wf8BJwAIdjMvMzFrknG1mVp1Gz1zvBPwZ2Csi3uxgPGZm1j7nbDOzijRUuY6IHSTNT5qlC+CGiHimo5GZmVlLnLPNzKrTaLOQ7YAbgO2AzwLXS9q2k4GZmVlrnLPNzKrTaLOQA4A1amc+JI0ELgfO61RgZmbWMudsM7OKNDrO9bC6S4rPNfFcMzObupyzzcwq0uiZ64slXQKclR9vT5pO18zMuo9ztplZRRrt0LivpG2AdfKiEyLiws6FZWZmrXLONjOrTjOTyFwAXNDBWMzMrCTO2WZm1ZjqbfAkLSvplsLtZUnfqttmPUkvFbb50dSO08zMEudtM7PGNXzmuiwRcS+wCoCk6YDxQF+XK6+NiC2mZmxmZvZ+zttmZo1r+sy1pLkkrVTS/jcAHoyIR0sqz8zMCkrO2eC8bWY2oEYnkblK0uyS5gZuAk6UdEQJ+/8ck3uz11tb0q2S/iHpQwPEtqekcZLGTZw4sYSQzMx6WwdzNrSZt52zzWyoa/TM9RwR8TKwDXB6RKwFbNjOjiXNCGwJnNvH6puAxSNiZeA3wF/6KyciToiIURExauTIke2EZGY2VJSes6GcvO2cbWZDXaOV6+klLUiaRvdvJe17U+CmiHi6fkVEvBwRr+b7Y4AZJM1b0n7NzIa6TuRscN42MxtUo5XrnwKXkNrZjZW0JHB/m/vegX4uLUpaQJLy/TVznM+1uT8zs2lFJ3I2OG+bmQ2q0UlkzqVwGTAiHgL+r9WdShoBbATsVVi2dy77OGBb4MuSJgFvAJ+LiGh1f2Zm05KyczY4b5uZNaqhyrWkDwLHAvNHxIq55/mWEfGzVnYaEa8B89QtO65w/7fAb1sp28xsWld2zgbnbTOzRjXaLORE4PvA2wARcRupx7iZmXUf52wzs4o0WrmeJSJuqFs2qexgzMysFM7ZZmYVabRy/aykpYAAkLQtMKFjUZmZWTucs83MKtLo9OdfBU4AlpM0HngY+GLHojIzs3Y4Z5uZVaTR0UIeAjbMvcWHRcQrnQ3LzMxa5ZxtZladRqc//6ak2YHXgSMl3SRp486GZmZmrXDONiiBnY0AACAASURBVDOrTqNtrr+Up9LdmDQU047AoR2LyszM2uGcbWZWkUYr18p/NwNOj4g7C8vMzKy7OGebmVWk0cr1jZIuJSXqSyTNBrzbubDMzKwNztlmZhVpdLSQ3YBVgIci4nVJ8wC7di4sMzNrg3O2mVlFGh0t5F1JiwCflwRwdURc1NHIzMysJc7ZZmbVaXS0kEOBbwJ35ds3JP28k4GZmVlrnLPNzKrTaLOQzYBVIuJdAEmnATcDP+hUYGZm1jLnbDOzijTaoRFgzsL9OcoOxMzMSuWcbWZWgUbPXP8CuFnSlaThnNYF9u9YVGZm1g7nbDOzijTaofEsSVcBa+RF34uIp9rZsaRHgFeAd4BJETGqbr2Ao0mXN18HdomIm9rZp5nZtMA528ysOgNWriWtVrfoifx3IUkLlZA414+IZ/tZtymwTL6tBRyb/5qZWR+cs83MqjfYmevD89+ZgVHAraRLjCsB44C1OxcaW5FmFgvgOklzSlowIiZ0cJ9mZr3MOdvMrGIDdmiMiPUjYn1gArBaRIyKiNWBVYHxbe47gEsl3Shpzz7WLww8Xnj8RF42BUl7ShonadzEiRPbDMnMrHc5Z5uZVa/R0UKWjYjbaw8i4g5g+Tb3vU5ErEa6lPhVSeu2UkhEnJC/QEaNHDmyzZDMzIYE52wzs4o0Wrm+TdJJktbLtxOB29rZcUSMz3+fAS4E1qzbZDywaOHxIrR/5sXMbFrgnG1mVpFGK9e7AneSZvyqzfq1a6s7lTRC0my1+8DGwB11m40GdlLyEeAlt90zM2uIc7aZWUUaHYrvf8CR+VaG+YEL08hNTA/8KSIulrR33t9xwBjSkE4PkIZ1avmLwcxsWuKcbWZWnUYnkSlVRDwErNzH8uMK9wP46tSMy8zM3s8528yscc1Mf25mZmZmZgNw5drMzMzMrCSDzdB4EWls0z5FxJalR2RmZi1xzjYzq95gba4Py3+3ARYAzsyPdwCe7lRQZmbWEudsM7OKDVi5joirASQdHhGjCqsukjSuo5GZmVlTnLPNzKrXaJvrEZKWrD2Q9AFgRGdCMjOzNjlnm5lVpNGh+L4NXCXpIUDA4sBeHYvKzMza4ZxtZlaRRieRuVjSMsByedE9EfFm58IyM7NWOWebmVWnmUlkVgeWyM9ZWRIRcXpHojIzs3Y5Z5uZVaChyrWkM4ClgFuAd/LiAJyozcy6jHO2mVl1Gj1zPQpYIU9va2Zm3c0528ysIo2OFnIHacxUMzPrfs7ZZmYVafTM9bzAXZJuAN7rFOPZvszMupJztplZRRqtXB/UySDMzKxUB1UdgJnZtKrRofiuljQ/sEZedENEPNO5sMzMrFXO2WZm1WmozbWkzwI3ANsBnwWul7RtKzuUtKikKyXdJelOSd/sY5v1JL0k6ZZ8+1Er+zIzmxaVmbNzec7bZmYNarRZyA+BNWpnPiSNBC4Hzmthn5OA70TETZJmA26UdFlE3FW33bURsUUL5ZuZTevKzNngvG1m1rBGRwsZVndJ8bkmnjuFiJgQETfl+68AdwMLt1KWmZn1qbScDc7bZmbNaPTM9cWSLgHOyo+3B/7R7s4lLQGsClzfx+q1Jd0KPAl8NyLu7KeMPYE9ARZbbLF2QzIzGwo6krOh/bztnG1mQ50anWNA0jbAOvnhtRFxYVs7lmYFrgYOiYgL6tbNDrwbEa9K2gw4OiKWGazMUaNGxbhx49oJy8ysEpJujIhRJZZXas7OZZaat52zzaxXDZSzG53+/APAmFoylTRc0hIR8UiLAc0AnA/8sT5BA0TEy4X7YyT9XtK8EfFsK/szM5uWlJ2zcxnO22ZmDWi0Dd65wLuFx+/kZU2TJOBk4O6IOKKfbRbI2yFpzRznc63sz8xsGlRazgbnbTOzZjTa5nr6iHir9iAi3pI0Y4v7/BiwI3C7pFvysh8Ai+WyjwO2Bb4saRLwBvC5aLT9ipmZlZmzwXnbzKxhjVauJ0raMiJGA0jaCmjpUl9E/AvQINv8FvhtK+WbmVl5ORuct83MmtFo5Xpv4I+SfgcE8ASwU8eiMjOzdjhnm5lVpNHpzx8EPpJ7ihMRr3Y0KjMza5lztplZdRqd/nx+SScD5+ZhllaQtFuHYzMzsxY4Z5uZVafR0UJOBS4BFsqP7wO+1YmAzMysbafinG1mVolGK9fzRsQ55KGdImISaWgnMzPrPs7ZZmYVabRy/ZqkeUgdY5D0EeCljkVlZmbtcM42M6tIo6OF7AOMBpaS9G9gJGlMUzMz6z7O2WZmFWl0tJCbJH0CWJY01um9EfF2RyMzM7OWOGebmVVnwGYhktaQtAC812ZvdeAQ4HBJc0+F+MzMrEHO2WZm1RuszfXxwFsAktYFDgVOJ7XdO6GzoZmZWZOcs83MKjZYs5DpIuL5fH974ISIOB84X9ItnQ3NzMya5JxtZlaxwc5cTyepVgHfALiisK7RzpBmZjZ1OGebmVVssGR7FnC1pGeBN4BrASQtjYd1MjPrNs7ZZmYVG7ByHRGHSPonsCBwaUREXjUM+HqngzMzs8Y5Z5uZVW/Qy4QRcV0fy+7rTDhmZtYO52wzs2o1OkNjqSRtIuleSQ9I2r+P9TNJ+nNef72kJaZ+lGZmVuO8bWbWmKleuZY0HfA7YFNgBWAHSSvUbbYb8EJELA0cCfxy6kZpZmY1zttmZo2r4sz1msADEfFQRLwFnA1sVbfNVsBp+f55wAaSNBVjNDOzyZy3zcwaVEXlemHg8cLjJ/KyPrfJs4y9BMwzVaIzM7N6zttmZg3q+XFPJe0J7Jkfvirp3gaeNi/wbIlhdHt5nShzWiuvE2V2e3mdKLPby+tEmY2Wt3iJ++xaLebsdnTiPVIVH0v3GSrHAT6WZvWbs6uoXI8HFi08XiQv62ubJ/KECHMAz/VVWEScQJPT+koaFxGjmnlOL5fXiTKntfI6UWa3l9eJMru9vE6U2YkYK1Ba3m4lZ7djiLz+gI+lGw2V4wAfS5mqaBYyFlhG0gckzQh8Dhhdt81oYOd8f1vgisJ4rWZmNnU5b5uZNWiqn7mOiEmSvgZcAkwHnBIRd0r6KTAuIkYDJwNnSHoAeJ6UyM3MrALO22ZmjaukzXVEjAHG1C37UeH+/4DtOhhC2Zcku728TpQ5rZXXiTK7vbxOlNnt5XWizKnWBKKTuiBvt2pIvP6Zj6X7DJXjAB9LaeSrdmZmZmZm5ahkhkYzMzMzs6HIlWszMzMzs5L0/DjXg5G0HGnmsNqEB+OB0RFxd3VRmZmZmdlQNKTbXEv6HrADaareJ/LiRUi92M+OiEOrim0gkuaLiGdKKGcu4J2IeLmEsIrllhJfLqtTMW6ZRzBot5xRpLF73wHui4h72g5uctltx9jt8eVyOhljV39WrBqSPhsR5xQe7xsRv64ypmZJWre/dRFxzdSMpQySBJwWETtVHUu7JB0IbA68DgiIiPhktVG1RtJKwC6kcekFEBFfqjKmVklaBfgxMDuwMbB/RBxSRSxD/cz1bsCHIuLt4kJJRwB3Ai1XrsuqMEiau34RcIOkVUk/fp5vsryFSMe1FTArMD7lNE4BDql/LaZ2fB2KcZs+YvxdnsiCiLighRg/ARwOvAisDvwbmEvS28COEfH4QM/vdIzdHl+HYuzqz0of5f83ItZupwxr2cckKSL+LOnX9DMJWZdbP/9dg/RdfROwKvA/oOcq1xERkiZIWgu4EXg3L3+32shaslFEfKTqIEpyGvBV3j8pVC86GtgauCAi3pH0ScCV6w54F1gIeLRu+YJ5XdPKrjCQpuesj29hUiINYMkmyzsT+GlE7JQrTB8HDgC+D/yOydMOVxVfJ2L8M2n83WfIv7yBEcCnc4xNVwyBo4CNI2KipA8AR0TExyRtRBrPd+OKY+z2+DoRY7d/VurN3ObzrUUR8U1JR0naDTgrIv5QdUzNioifAEj6e0RsUlsu6e/VRdW2NfMtyGd8gV4843unpK2AO0jHQEQ8VG1ILbsLGNvuyYQuoYh4QVKtSUZlddyh3ixkE+C3wP1ArdK7GLA08LWIuLiFMm/m/RWGz+QKw74R0VSFQdJ3gNpzb8/LHo6IDzQbW37urRGxcuHxjRGxer5/T0QsV2V8HYpxDdIZyPMi4tiSYrwtIlbK96cjJZ/V8uM7I+JDVcbY7fF1KMau/qzk59Uu5Qs4Edi9tq4XL+X3GknXkis7pP/BB4H7SCdO+21m0c0kXUF6L90MrALsFRHrD/ys7iVpBmBkRDxZdSytklT/Yy16uCnF7cC8wAN5US9/VnYDtgRWBm4AxkTEqVXEMqTPXEfExZI+SPqlXOzQODYi3mmx2OkiYmK+/xiweN7XZZKOaiHGwyX9GThS0uOk9kLt/OKZKOmLwJXANsAj8F57t6ZHh+lAfJ2IcWz+cfN1SVcC3yshxnGSTgauIH1Yr8oxzkKaoa7qGLs9vk7E2NWflWzXwv15SG0Za2foXLnusIj4eNUxdMD/kX6kfRx4OD/uSZJ2Br4IzCdpNVLfp26ceGhAEbHr4Fv1hoj4cNUxlOgv+bYk6bMyqapAhvSZ606QdArpi7JWYRgfEfvkCsNNrZztKpS9JfADYImIWKDFMhYDDgNWAG4hneWbIGkeYL2IOL/K+KZCjAuRmiOMiohWmqzUypkB2CPHeCtpuud3JA0H5ouI+uYJzZS9MHBkOzF2OL5eeA27+rOSy7+pdqbepi5Jh0TED/N9AQdHxAEVh9WSfNVnO2AkcCywakSMrTaq1ki6NiI+LunKiFhf0hXRgx0BJW0I7EsaIOFd4IUePtv7D9KJwv8A/4mI+ysOqWX17ydJ50TEZyuJxZXr5nSywpDLHw4sFRF3tB9t+bo9vmmZpHkiohc7brWk29+Lkm6OiFWrjmNa1MeXbE9W4gAknQVcDewUER+VdHlEbFh1XK3IV8U+DYwmjbbxt4jYoNqomifpBmBD0nFsReoA/bVqo2pdPqGyEfAtYOGImK/ikJoi6TOkq48bAZfmxdMDcxf7K0xNnkSmSRHxdkT8PiK+FhEn1pqXRMQbrVSslXxW0nb5DMtHgT0lfUVS0/8fSbNI2k/SvpJmlrSLpNGSfiVp1mbLqxcRbwDHtFtOPUn3tfHclQr3Z5B0QD7mn+crCq2UWexANIekkyXdJulPkuZvobyvSZo3319a0jWSXpB0vaSmL8tJOrRQ3ihJDwHXS3pUqdNts+VdIOmLZbxHCmXelP8XLZ/9ritvbkk/krR7/qx8GzhU0q+VhtJrtrwlJZ0i6WBJs0o6UdIdks6VtEQJIX+vhDKsNf+TtGHOhxsAb1UdUBtGRsRxpFFCet33gPOA5fPf/asNp2WvRRq2M0j/lzUqjqdlSqOn/Yx0DEeR6iC95gpSZ/ST898Dge8Cm1UVkCvXTZI0u6RfSDpD0ufr1v2+hSJ/B3wW2BE4A9gbGAusS2o60KxTgfmBDwB/B0YBvya1+zy22cJyhbJ4ux34aO1xC/Eh6RVJL+e/r0h6BViqtryFIk8t3D+U1GH1cGA4cFwrMQI/L9w/HJhAOuMyFji+hfK+HBHP5vtHA0dGxFykL5tWYty8UN6vge0jYmnSL/fDWyhvLdIQRo9JOkfSZyTN2EI5RXMBcwJXSbpB0rfzGZJWnUkawWR1UjvpBYFfAm8w5XugUaeS/p+vAdcB9wCbAheThuNrS0RcOvhW1iG7AluQKnCbAztXG05bnpG0PTA8n6GbUHVArYqIGyJik4hYMCI279XmLcBpkmYmnWi6BvhbxfG043VgBtL35aykHNtrPppPbj5EuqKwAbAJqc9LJdwspEmSzieNPnId8CXgbeDzEfFmK20sJd0eER/OzU2eAhaMiLeUxhe+qTbaQhPl3RIRq+QzexNyeZEf39pCeaOBl0m/bN8gVdKvBdYBaPFs/TGkSte+EfF0XtbOqA/vXX6XdAuwRkS83eox53Le+1/WXtPCuikeN1jevRGxbL4/NiLWKKy7rYX/y93AhyNikqTrojDmau091WR5N0fEqpJmJ13m3IF0JuNvpKHMmq4o1r2GH89lbgPcncs8ocnyiu/tJyJi4fp1TZZXfN88FhGL9bWuifLmIA3jtzUwH+ms1jPAX4FDI+LFZsozA8iVuN1JZ3vvAU6MiJ48iy1pV1KF570BBXq1uc5QojTwwyeArwBztvpdXBVJn4qIS5Q6zBZFRJxeRUxDerSQDlkqImq9tf8i6YfAFUodrFoxCVJzk1zpeis/niSp5cH1c4V6TORfT/lx07+kImLLfLbkBOCwiBgt6e122pZHxDckrQ6cJekvpOES2/mVN0eOcRgwU+TxOls95mw+SfuQfkzMLkm115LWrvicJ+lU4KfAhZK+BVxIGuP1sRbK+z0wRtKhwMWSjiaNRf1JUue8ZtXeJy+TrqCcodSxbzvSpdu2zsJGxLXAtZK+Tjq7vj3pPdWMYbn5x2zArJKWiIhHcpytnGV/N3+pzAHMImlURIyTtDQtjGYCnEO6PLleRDwFIGkB0lnTc2h+XG9rkdIoMHuTKqQvAi9GHmaxB60QEb+tPcjNXP5ZYTzt2Bv4eO17rtdIOjrSGOr1Qz5GD3doHAPcS5qzY4uI6LnJZCLikvz3NKVmlnPCe/M1VMKV6+bNJGlY5FmlIuIQSeNJl4Zaaa/6lKRZI+LVmHKigAVorZ3guEJ57427KWkp4JUWyiMiLpR0KXCw0jiS7TYXICJuVOpx/TVSZ512Jty4mjRyC8B1kuaPiKfza/jsAM8byImkShykGazmJQ3dtgAtVF4j4oeSdgHOApYCZiJNUvIX4AstlPeb3ETny6SxfKfPfy8kXWVo1qt97OM5UpOVVpvWvK8dfe6jcHG+NesXpDN3kK4anZROYrM88JMWytsPuIjU239r4PuSViZNnbtHC+UtERG/LC7IlexfSurJMXB72DeAtUmV0A2Bk6oNpy3fzt8xRwMHk/J4T1WuNbn/0LXAcpLuZPIP+p6ZoTEivpn/DpkhHyNiM0kLAkvQ4uR63ULS30jDLdfGUK9sCFQ3C2mSpF8Bl0bE5XXLNwF+ExHLlLSfEcCIiHimjPJymcWzr62WsTKwdu5gU4r8wV41IsaUVaYNTUrDkilf2ZmeNKnG+IgopR2qUifRF6KFcfDzD9DLgdMKzZ3mJ10G3yh6dISHXqTJQ71dBuwGjG622VA3kXQ8qR35NyNP8tRLlEYJqc3KSOF+9GKzEElHRcS38hWSfYDLIqInOzBL2hdYnzT62arAlfUnCXqF0mymm1cdB7hDY9MiYr/6inVefnGJFeuDIuK1sirWkk6AlMXaLSsibgVaHuO6nzInkM4clqZ2zCWXWWqnlbJj7Pb4cpltxRgR70RErSnVJNJlzDI7eP28lYp1tj1p4pirJD0v6XnSxDlzkzot29RzaG6r/FNSs7OjK46nZZL+RGq7vyTwMUmtXJmqVESsnyvRh9TuR5pl8kdVx9aiWp+WT+V+JT3ZJCTbMiI2i4jv56vnn646oGZJ+lK+OviGpCMl7VZYVglXrktQdqWGyU0cyjKq5PLKjg/Kj7Hs8mDyLJ9lKTvGbo8Pyo+xaz4rEfECqR35KaSRTU4jVeoOiYjnywnPBiJpWG6CcBmpWd2/gc+Q/he96lcRcWBEPBERXySNcNOrflD3eJ9KomjfMEk/Io1OARXOBFiCtyR9VNLw3PH87aoDasGvSCc2LgJuJh3DO1T4f3Gb63KUXWEouyF+aU1Lsk50FCg7xrLLg/ShLVPZMXZ7fFB+jF3zWZH0DdLwb9eQKuk3A4uS+gF8JSKuKiVCG8g/6b9zdE81P5C0aUT8A1hdaarwnpVHCfkSsKKkWhvYoHd/KGxDakJxtdKQpfU/GnrJLqQhYQ8EHqA3h63cjjS61RaktuNPkd5bN1QVkNtcl0DSKcXOgyWU916HyW7U7fHZtKOb3ou5g+kqkWZsnQUYExHrKU2z/tdmh/az5klajjQixcukEVp+Tuqg+qte69MhaU9Sx9/1qfvBUNXwYq3KVxP2IM21cBXpzOKFwAnd8vltltKwpVuQrp7NExEbVRxSy/KxzFl7HBGtjGDVFSQtTpo85sukCZgWrCIOn7kux76tPjF3ytqNdOmyNsHGeEl/BU6uDSvXRHkrRcRt+f4MpF+kawJ3AD+LiNerjK9DMZY+vrCkTSLi4kL5R5B+Gd8BfLvWYa2qGLs9vg7F2NWflWx60uXImcijB0XEY7l867wTSfl4DuASUofX10gdTXuqck0apWcscGd+XOwM2FOVa9Jl+4nA8EhzQsxEmmH1MHqoaUgeLWor0rCarwArAp+IiNcqDawNuW/NYqQRNkR6f/XU6EaSDiIdwzDS0LbjgM0i4omqYnKb6yap72mnr1OL006TxhReBTiI9GtrM9KwYiuT2m0269TC/TJmKyw7vk7EeA7wAml84bkjYh7S2Z4X8rpWlD1DY9kxdnt8nYix2z8rJwFjJZ0I/Jc0+yqSRgJucz11vB0R1+Vxbx+IiIn5R1IvTrqyFulHwdzA08DvImLXMq+STkWrRcQvI+JNgIh4MyIOJTWt6CWPA6sBu0TELsDEXq5YZx+INGvml3r4/TWSNMvkO6ThdyfS+jC8pXCzkCapMPtdHl5ov4gYqzQZxZ8ioqkOUZLui4gPNrtugPJKna2w7Pg6FON7sx82s26QMjs2Q2MZMXZ7fB2Ksas/K7mcD5HG3b4jIu4ZbHsrl6RHSGd1BexYuP/F6LFZ54okrUX6wTcuIloZg71SuZ31xlGYWVLScOCS6KHJVyQtSrpyth7wHOnH/seiRyfFAZB0GnAT6YpdbezxKyoNqkX5CuFKwEdJbcmna/Z7pixuFtK86SVNn4cBGx4RYwEi4r58qatZz0vaDji/1vYst0/bjnTWsFlzSNqG9IVSxmyFZcdXi7HMGRUflbQffY8v/HiLMZY9Q2PZMXZ7fJ2Isds/K0TEnUy+jG9TX7Ez1uX93O8J+QrpVsAGpDPvh9B7TVtqDgEukXQ6qfnBwqQfPz8f8FldJiIeB44Bjin8f85WmritV2dgfYjU3nqd/DhIM832jNzXYg1Ss75aZfq/VNih0ZXr5pU97fTngF8Cv5NUa9c6J3BlXtesq5k8TmUZsxXW4vu9pBdIFZE52ogP0mgKZc6ouD1piu6rc4UwSJdRR9P6+MKlztDYgRi7Pb5OxNiJz8oWpPd0WTN7WoUi4uqqYyjRBNKIM1eShhVcCVhJEhHRU+NDR8QlksYBm5OOYwKwbURMrDay1kXEs8DJwMmSZhts+y52TkTcXXugNBxfr9mfVJE+Hdinlb5gZXOzkBZIWo8pp51+nDSN9Sn5jHaz5a1Fqsw8CCxHmrb3rmixd3su793cXGUFYBPgnlbLK5Q7T757dKTxVksj6fSI2Kmksj5O+gV7e0RcWlKZ6+Qy72ilzPw/uSciXlIaSWJ/Utu9O0kTl7xUQnmrAne1WN43gAvzmZlSlF2m0pBXO5DOfN1Eel9/jPQantBCh8aZSJXy8RFxuaTPky4n3t1KeWZlGqgPzxD7EWEVUuoQ/r2IuEfSVsAXIsKTXrXJlesSSdo1Iv7Q5HN+DGxKqqRfRqrAXQVsRGqPdkjF5Y3uY/EnyZeNIqLpSTzKLlPSDRGxZr6/O/BV0o+djYGLcseZZmOsL/NrpKGjWipT0p3AypGm7T6BNILB+aRLvitHxDZtlvc6cF4b5b2UY3oQ+BNwbj4z07K6Ms/KZbZ8pkrSH0nv6+HAS8AI0v9kA1Iua2p81kJ5swAvkkb3uCCXR+6wZGY2ZOWz7mcweVz+PaNHh0fsJq5cl0jSYxGxWJPPuZ3URmgm0sDni0TEy7mzx/UtdO4ru7ybSGdDTyKdXRepovQ5aO0MiqSbSWcbSymzrmPaWNIQPBMljQCuq3VArbJMSXdHxPL5/nsd/fLjVjr3lV3ezcDqwIakJiJbAjeS/i8XRMQrzZTXiTIl3RYRKykNyTceWCjSmNKtdoQttTwzmzZIWonUH2UO8hCJ0WOjbEg6mMnjp88BbAv8gXTVu6eaHXUjt7lukqTb+lsFzN9CkZMi4h3gdUkPRsTLABHxhqRWfj2WXd4o4JvAD4F9I+IWSW+0eVly9ZLLHCZpLlInOdXOjkbEa5Janf607DLvKFzZuFXSqIgYpzTKTCvND8ouL/LZikuBS5V6XW9KaoZxGGmoo6rLHJabhowgnW2egzTE3UykYZiaVXZ5ZjZtOI10hXR81YG0ob6T7wWVRDFEuXLdvPmBT/H+0QkE/KeF8t6SNEuksVhXf6+wNOlGK5XhUsvLlaMjJZ2b/z5Nm++bDpQ5B+mMqICQtGBETJA0a17WDWXuDhwt6QBSZ7n/Snqc1F5/9y4ob4pjyu2NRwOjc5vuVpRd5snAPcB0pB9m5yqNM/8R4OwuKM/Mpg13AWN7uV9G7WRWzsUbkDqHt/p9aXXcLKRJkk4G/hAR/+pj3Z8i4vNNljdT5IH165bPCywYEbdXWV4f5WxOGtfzB+2U0+kyc7mzAPNHxMPdUqbSNLMfIP2YeCKanKWwU+VJ+mBE3NdOLFOpzIUAIuJJSXOSmpw8FhEtDblUdnlmNnRJupbUlGJO0pW3B/KqiB4ar7soH9MYUkdxACLitOoiGhpcuTYzMzNrkKR5ix2+Jc0VEa3O+1ApSaNbGZjABubKtZmZmVmDJF0REZ8sPD6nV4evkzQGeJMpZ2h0h8Y2uc21mZmZ2SCUZhbeBlhBabZJSPWo2auLqjWSas1Yfpn/rgXcR+szL1uBK9c25EjamjT+8fIRcU9JZR4E7AFMBGYmzZr21TLGA5V0KvC3iDiv3bLMzKxjriBNYPUYcDypA+DbpGFve836dY9nJk2Ody5p9lprgyvXNhTtAPwr//1xieUeGRGHSRpGmsL9E6RKtpmZDXF55tuXJN0HrFe3+vT3P6N7RcRP6pflhrNH1QAAIABJREFU77arSXNQWBuGVR2AWZnyUHnrALuRJ6XJy4dJ+r2keyRdJmmMpG3zutUlXS3pRkmXSFpwkN3MSPqV/0J+/h6Sxkq6VdL5tWHmJJ0q6RhJ/5H0UGF/kvRbSfdKuhyYr/QXwszMOkmkOtTK5Flde12+Euvh+ErgM9c21GwFXBwR90l6TtLqEXEjqZ3cEsAKpMrs3cApeWKT3wBb5RkYtwcOAfqabevbkr4ILA78IyJuycsviIgTAST9jFSx/83/t3fn8bqP9f7HX28bJbaEnTFURI4ibWmUSpM0UySigXo0p+lUp5+kck5pOEcTJTTQiRSSoRQ6lTEyNBgrs8xTxs/vj++1uC1ruPfe973XWryej8f9WN/5+ny/a20+61qf73W1fSvRJfvr0I3xfDDwamDtFssKdGOm7jvAZyBJGpLRQ9UlOWKqYplfo2ZohK7DaAO6qdC1gEyu9WCzDfCVtnxQWz+NLsH9UfvN/IokI+UcawPrAcd2s14zC7h8nGuPlIUsBhycZOuqOghYryXVywBLAUf3nPOT1ua5SUZm8NwEOLDNpHlZkuMW/LYlSQvDqMR0ZWZmFcDoGRr/BexRVddORTAPNibXetBIsizwfOBJSYouUa4kH5roNOCcqnpGv+1U1Z1JjqJLkg8C9gNeVVVnJtmB+9fi9U7o45/bJGnmG0lM7wFuBP44hbHMl5EZGjUcM/G3LWk8WwLfrarVq2qNqnoMcBHwHOD/gNe22usVuC8B/gswJ8kzAJIsluTfJmokXRf3s4AL2qbZwOWtR3vbPuI8AXh9klmtvnv0W9uSpOnrdLqh694IvJju/wHSvUyu9WCyDd0QfL0OadsPAS6hq2/+Ht1/HG+oqjvokvL/THImcAbwzHGu//4kZ9ANtj8L+Frb/h/ASXQJfD9D/x0KnNdiOQD4XT83J0maFr5P9/+TLwKXAj+Y2nA03ThDox4ykixVVTcnWQ44GXhWVc3E8UklSVMkyfFV9dye9ROqapOJztFDizXXeig5IskydEPpfdrEWpI0H85Isg/dX0DnMgNrrjVc9lxLkiTNgyRzgccBF7ThXqV7WXMtSZI0iSQbJlmyrf4deAqwVZKVpzAsTUMm15IkSZPbC7itLX+P7gX4Y4DvTFlEmpZMriVJkiZ3e1Xd016KX7GqflhVxwGLTXVgml58oVGSJGlytyTZEXgG8COAJIsCj5jSqDTt+EKjJEnSJJLMBrYHbqWbsOyuJKsBG1TVYVMbnaYTk2tJkiRpQKy5liRJkgbE5FqSJEkaEJNrSZJmsCR3Jzmj5/PRtv19SR7Rc9zN83jdlZMcPMkx30qyblv+2HzEvkSS45PMSrJGktvaPZyZ5LdJ1p7Xa/bZ7q5JPjjOvu2TnJ3krCR/GO+4nuNfNfIMhi3Jb+fzvIOSrDXoeDQ2k2tJkma226pqg57PHm37+1iAkSyq6rKq2nKSY95aVee21XlOroE3Az+uqrvb+gXtHtYH9h/rmm2EjqFI8lK65/aiqnoS8HTghklOexUw1OR65J6r6pnzeYmvAx8eXESaiMm1JEkPMkneA6wM/CrJr3q2f6b1Cv8+yQpt235J/rv1FF+YZMu2fY0kZ7flWUm+0Hp0/5jk3W37r5PMTbIHsETrdf5+kt2SvG9Uu+8dI9RtgZ+OcxtLA9e183dIcliS44BfpvP5nh7m17fjlkryyySnt+2v7Inh40n+muQ3wHg94v8OfLCqLgOoqturap92/tuSnNKe3yFJHpHkmcArgM+3e398+xyV5LQkJyZZp53/+Pbcz0qy+8hfEia4l03b+YcB57Zt9/71IcmHWjx/TPKptm3JJD9rMZ49ci3gRGCzYf5ioh5V5cePHz9+/PiZoR/gbrrZAkc+r2/bLwaW7zmugJe35f8CPtGW96Mbt3kRuh7Y89v2NYCz2/I7gIOBRdv6su3rr4G5bfnmnrbWAE5vy4sAFwDLjYp7ceCKUefc1u7hAuByYLW2bwfgkp52XwscC8wCVqCbjnwluvk7lm7HLA+cDwR4KnAWXU/+0m37B8d4ltcCjxznOS/Xs7w78O6e57dlz75fAmu15Y2B49ryEcA2bfntI89rgnvZFLgFeGzPtUfOeRGwd7u3Rdq1N2nX2qfn+Ef2LB8LPHWqf14fCh9/g5EkaWa7rao26OO4O+iSMIDTgBf27PtJVd0DnDvSoz3KZsA3quougKq6dqKGquriJNckeQpdwviHqrpm1GHLA9eP2nbByL20Xte9gZe0fcf2tPts4MDqykmuTHI8sBHwc+CzSTYB7gFWae0/Bzi0qm5t156fcanXS7I7sAywFHD06AOSLAU8E/hRkpHND2tfn0FXQgLwA+ALk9zLjcDJVXXRGLG8qH3+0NaXAtai66HeM8l/AkdU1Yk951xF99eM0+blpjXvTK4lSXpouLNaFyZdb3dvDnB7z3IYjG/R9TivCOw7xv7bgIdPcP5hwHd61m/po81tgTl0PbR3Jrl4kjZGO4eul/u4MfbtB7yqqs5MsgNdz/JoiwDX9/nLTj/Gu+cAn6uqbz5gR7IhsDmwe5JfVtVubdfD6Z65hsyaa0mSHpxuAmYP6FrHAjuP1OwmWXaMY+5MsljP+qF0vc4bMUYvb1VdB8xKMl7y+2y68pCxnAi8vtWCz6EriTgZeCRwVUusnwes3o4/AXhVutFJZgMvH+e6n6Orn16x3efiSd7a9s0GLm/3uG3POfc+56q6EbgoyVbt/CRZvx33e7qyDYCt+7iXiRwNvLn1lJNklSSPTrIycGtVfQ/4PLBhzzlPAM6e5LoaAHuuJUma2ZZIckbP+lFV9VG6koqjklxWVc9bwDa+RZec/THJncA+wF6jjtm77T+9qratqjvSvUx5fd03Gshox9Al0b9o649v9xK6Mpa3jnPeoXRlFmfS1ZJ/uKquSPJ94PAkZwGnAn8GqKrTk/ywHX8VcMpYF62qI1tZzC/S1XUU9/W6/wdwEnB1+zryi8tBwD7pXiLdki7x/nqSTwCLtf1n0o1C8r0kHweO4r5RSMa7l3XGuXeq6pgkTwR+18pPbgbeCKxJ98vBPcCddLXytHu6raquGO+aGhynP5ckSQOXZBHgdGCrqjpvnGM2BN5fVdst1OCmQLoxx2+rqkqyNd3Lja+c7LwBtf1+4Maq+vbCaO+hzp5rSZI0UOkmVTmC7iXCMRNruLdH+VdJZk3Qu/1g8VRgr9Yjfj3dGN8Ly/XAdxdiew9p9lxLkiRJA+ILjZIkSdKAmFxLkiRJA2JyLUmSJA2IybUkSZI0ICbXkiRJ0oCYXEuSJEkDYnItSZIkDYjJtSRJkjQgJteSJEnSgJhcS5IkSQNici1JkiQNiMm1JEmSNCAm15IkSdKAmFxLkiRJA2JyLUmSJA2IybUkSZI0ICbXkiRJ0oCYXEuSJEkDYnItSZIkDYjJtSRJkjQgJteSJEnSgJhcS5IkSQNici1JkiQNiMm1JEmSNCAm15IkSdKAmFxLkiRJA2JyLUmSJA2IybUkSZI0ICbXkiRJ0oCYXEuSJEkDYnItSZIkDYjJtSRJkjQgJteSJEnSgJhcS5IkSQNici1JkiQNiMm1JEmSNCAm15IkSdKAmFxLkiRJA2JyLUmSJA2IybUkSZI0ICbXkiRJ0oCYXEuSJEkDYnItSZIkDYjJtSRJkjQgJtcPMUl2SPKbeTj+4iSbDTOm6S7JpkkuGeL1D0zyqmFdv6edtZOckeSmJO/p85xKsuawY+vXIL8XSU5O8m+DuJYkSSNMrgcsybOT/DbJDUmuTfJ/STaa6rg0PSV5MrA+8NO2vn6Sc5L8M8kHeo5bLMlJSR6zAM19GPhVVc2uqv8eI5ZfJ3nrAlx/pvkCsNtUByFJenAxuR6gJEsDRwD/AywLrAJ8Crh9KuNS/5IsupCb3Bn4flVVW/8c8EG6hPvjSVZs2z8AHFJV/1iAtlYHzlmA8x9sDgOe1/OMJUlaYCbXg/UEgKo6sKrurqrbquqYqvrjyAFJ3pzkT0muS3J0ktV79v1bkmNbj/eVST7Wtj8syZeTXNY+X07ysLZv0ySXJNklyVVJLk+yY881l0tyWJIbk5wMPH6iG0iyXZK/JbkmycdH7ZsojuWTHJHk+hb/iUkWaftWTnJIkquTXNRbkpDkaUlObfFdmeSLE8T2tiTnt+sflmTltv3rSb4w6tifjvT8TtL+rkkOTvK9JDcCOyRZIsl+7Xt0LrDRqGvfr1SiHbt7z/oWrfzi+vZXjCdP8MhfChzfs/5Y4LiquhQ4D1it/Yy8FvjSBNcZafsVref7+tYT/cS2/TjgecBeSW5O8oRR530GeE7P/r16dm+W5Lx2za8mSTtnkSSfaD8vVyU5IMkj276Ht2d6TTvvlCQrtH2PTPLt9rN6aZLdk8wa536G9r2oqn8BpwEvnuy5SpLUt6ryM6APsDRwDbA/XdL0qFH7XwmcDzwRWBT4BPDbtm82cDmwC/Dwtr5x27cb8Hvg0cAc4LfAp9u+TYG72jGLAZsDt460DRwE/C+wJLAecCnwm3HiXxe4GdgEeBjwxXbtzfqI43PAN1oMi9ElaqH7Be404JPA4sDjgAuBF7fzfgds15aXAp4+TmzPB/4JbNhi+x/ghLZvE+AfQNr6o4DbgJX7aH9X4E7gVe3YJYA9gBPp/vrwGOBs4JKeWApYs2d9P2D3tvwU4CpgY2AW8CbgYuBhY9zTku1ac3q2/Qh4ObAqcAWwHPAT4Ll9/Pw9AbgFeGH7HnyY7udt8bb/18BbJzj/AftbfEcAywCrAVcDL2n73tyu/7j2vfsx8N22b2fgcOAR7Tk8FVi67TsU+Ga7/0cDJwM7jxPTUL8XwH8DX5zq/3b48ePHj58Hz8ee6wGqqhuBZ9P9D38f4OrWw7pCO+TtwOeq6k9VdRfwWWCD1jO5BXBFVe1ZVf+qqpuq6qR23rbAblV1VVVdTVdqsl1P03e2/XdW1ZF0CfLarTfwtcAnq+qWqjqbLvEfz5bAEVV1QlXdDvwHcE/P/oniuBNYCVi9xXFiVRVdT+Ocqtqtqu6oqgvbs9m657w1kyxfVTdX1e/HiW1bYN+qOr3F9u/AM5KsQZd8FV1CP3Ifv6uqy/pon3bsT6rqnqq6DXgd8Jmqura6MowH1CdPYCfgm1V1UnV/vdifrizo6WMcu0z7elPPtg8C76ArWXg/8Ky2/6LWG398kq3Gafv1wM+q6tiqupOupngJ4JnzEP9Y9qiq66vq78CvgA3a9m3pEtMLq+pmuu/J1ulKa+6k+8VgzfYcTquqG9u/hc2B97WfyavoeuS3fkCrnWF/L27ivu+DJEkLzOR6wFrivENVrUrXU7wy8OW2e3XgK+1P1NcD19L17q5C1yt3wTiXXRn4W8/639q2Ede0ZH3ErXQ9iXPoesj/Merc8azce2xV3ULXE99PHJ+n68U8JsmFST7atq8OrDxyz+2+PwaM/MLxFroe1z+30oEtJojt3rZbMncNsEpL4g8Ctmm73wB8v8/24f7P5wHPgYmf2WirA7uMau8x3P/7NeL69nV2z339rao2r6oN6V5y/DRdwv0F4IfAK4AvJll2jOuNfkb3tPtYZR7iH8sVPcsjP1sPaK8tL0r3bL8LHA0c1EqI/ivJYnTPZzHg8p7n8026HuyxDPt7MZv7vg+SJC0wk+shqqo/0/2Zer226R90f/5epuezRFX9tu173DiXuowuURixWts2mavpyjp6R5hYbYLjL+89Nskj6HofJ42j9bTvUlWPo0sAP5DkBXT3ddGoe55dVZu3886rqm3okqv/BA5OsuQYsd2v7XbMcnRlLgAHAlu2vwJsDBzStk/YflPc3/2eAw98ZrfSlTuM6H0h7h90Pa297T2iqg4cfUPtl5cLaLX6Y/gksE9VXQk8CTi1qm4ALgHGGh5v9DNKu49Lxzh2LKOfw2TG+nm4C7iy/fXiU1W1Ll3P+RbA9nTP53Zg+Z7ns3RVjTck3rC/F08EzuzvdiVJmpzJ9QAlWSfdi4WrtvXH0PWmjpQ6fAP497SxdduLXSN/4j8CWCnJ+9K9ODg7ycZt34HAJ5LMSbI8XdL1vcniqaq76epgd03yiCTr0tWdjudgYIt0wwkuTldj3fszMm4c7cWxNVtCdwNwN11JycnATUk+0l5Om5VkvbThCZO8Mcmc1ss60oPYW4rS2/aOSTZI9xLlZ4GTquridq9/oKvJ/hZwdFWNXGvC9sfxv3Tfp0e17+W7R+0/A3hDu9ZLgOf27NsHeHuSjdNZMsnLksxmbEeOOp/2XNalq6f/ett0EfD8VlaxFvD3ceJ+WZIXtF7iXegS2d9OcK+9rmT8X/DGciDw/iSPTbIU3ffkh1V1V5LnJXlSK026ka5M5J6quhw4BtgzydLpXop8fJIHPIOeexrK9yLJw+lqwY+dh3uWJGlCJteDdRNdr+lJSW6hS6rPpktyqKpD6XpnD0o3MsXZdC8+UlU30b2I9nK6P8OfRze6A8DuwKnAH4GzgNPbtn68i+7P+FfQ9aJ/Z7wDq+oc4J3AD+h6DK+j6yUdMVEcawG/oKv3/h3wtar6VUvwt6Cr072I+xLgR7bzXgKck+Rm4CvA1q3ueXRsv6CrAT+kxfZ4Hlin+wNgs/Z15LzJ2h/Lp+jKDy6iSwS/O2r/e+m+T9fT1R3/pKe9U4G3AXvRPb/zgR0maGtvYNv2S0mvrwLvbfFDV8/8Hrqh9D5bVVeMOp6q+gvwRrqXPf/ZYnx5Vd0xQfu9vkLX+39dkn5qm/elezYn0D2rf3Ff8rsi3S9rNwJ/ohsRZeQ5bk/3cum5dM/oYLp6/bEM83vxcuDXrTZfkqSBGBldQdIUSfID4H+r6ieTHqyBSXIS8Jb2oq8kSQNhci1JkiQNiGUhkiRJ0oCYXEuSJEkDYnItSZIkDYjJteZZkkoy1jjL83qdHZL8ZhAxLez2k6yd5IwkNyV5zxj7V0hyQtu/Z5KPJfnWgkfdd3wXJ9lsYbUnSZI6i051ANIM9WHgV1W1wTj7d6IbDm/pWsC3hpP8GvheVS205FySJM0fe641I7RJQKbTz+vqdGNOT7T/3H4S6yT+kitJ0oPEdEpWNLNsnuTCJP9M8vk2097iSa5N8qSRg5I8OsmtSeaMc50k2SvJDUn+nG7K9JEdv07ymST/RzfN9eOS7JjkT63c4sIkO/ccv2mSS9LNknlVksuT7Nizf7kkhyW5McnJdBPRjCvJK5Kck+T6FssT2/bj6Cb42SvJzUmeMOq8/ehmwvxw279Zkl2TjMxmuUYrrXlLkr8DxyV5eJLvJbmmtXdKKy35DPCcnrb2GifW7ZL8rZ3/8VH7Hpbky0kua58vp5vlkiTLJzmitXltkhNHfolJsnKSQ5JcneSiscpfJEnS/Zlca369GpgLbAi8EnhzmwnwILpZAkdsA/yyqq4e5zobAxcAywP/D/hxkmV79m9HV2Ixm26mvqvoZlxcGtgR+FKSDXuOX5Fu9sVVgLcAX03yqLbvq3SzCK4EvLl9xtQS5gOB9wFz6KYpPzzJ4lX1fOBE4F1VtVRV/bX33KraAfg+8F9t/y/Gaea5wBOBF9Ml448EHgMsB7wduK2qPj6qrXeNEeu6dNOkbwes3M5fteeQjwNPp5ulcn3gacAn2r5d6GbhnAOsAHwMqJZgHw6cSfcsXwC8L8mLx3tmkiTJ5Frz7z+r6tqq+jvwZbokGmB/YJue6by344FTVve6CvhyVd1ZVT8E/gK8rGf/flV1TlXd1Y75WVVdUJ3j6abEfk7P8XcCu7Vjj6Sbjn3tJLOA1wKfrKpb2qx8+08Q1+uBn1XVsVV1J/AFYAngmZM+mf7t2mK5rcW9HLBmVd1dVadV1Y19XmdL4IiqOqGqbqebJv6env3b0j2Tq9ovOZ+i+77Q2l0JWL09sxNbKctGwJyq2q2q7qiqC4F9eOCU85IkqYfJtebXP3qW/0bXY0pVnURXwrFpknWANYHDJrjOpaPqku+91hjtkOSlSX7fShiuBzan6/UecU1V3dWzfiuwFF3P7KJjxD2elXv3V9U97dxVJjhnXvXG8l3gaOCgVrrxX0kW6/M6K/deq6puAa4Ztb/3Xnuf8eeB84FjWpnNR9v21YGVW7nI9e1Zf4yud1uSJI3D5Frz6zE9y6sBl/Ws709XGrIdcHBV/WuC66zS08s91rXuTbxbnfAhdL3IK1TVMnTlGr3nj+dq4K4x4h7PZXQJ5kjbaede2kdb/br33lqv8aeqal263vEtgO1HHzeOy+m5rySPoOsFH3G/e6HnGVfVTVW1S1U9DngF8IFW9/4P4KKqWqbnM7uqNp+vO5Uk6SHC5Frz60NJHpXkMcB7gR/27PseXU32G4EDJrnOo4H3JFksyVZ0NchHjnPs4sDDaIlykpcCL+on2Kq6G/gxsGuSR7Q65TdNcMr/Ai9L8oLWg7wLcDvw237am1dJnpfkSa185Ua6co2R0o4rgcdNcPrBwBZJnp1kcWA37v9v+0DgE0nmJFke+CTd94gkWyRZs/3ycANwd2v3ZOCmJB9JskSSWUnWS7LR4O5akqQHH5Nrza+fAqcBZwA/A749sqOq/gGcTtfjeuIk1zkJWItuTOjPAFtW1TVjHVhVNwHvoUt8rwPewMQlJ6O9i65E5ApgP+A74x1YVX+h++Xgf1psLwde3l7aHIYV6ZLkG4E/AcdzX636V4Atk1yX5L/HiPUc4J3AD+h6sa+je0lxxO7AqcAfgbPovje7t31rAb+gq03/HfC1qvpV+2VkC7qXIC+iewbfonvpUpIkjSMLOL+FNKYk+wKXVdUnJj1YkiTpQcLJKzRwSdYAXgM8ZWojkSRJWriGVhaSZN82kcfZPdt2TXJpkjPaZ8yXo5K8JMlfkpzfM3qBZoAknwbOBj5fVRdNdTySJEkL09DKQpJsQlfHeUBVrde27QrcXFVfmOC8WcBfgRfS1Y2eAmxTVecOJVBJkiRpQIbWc11VJwDXzsepTwPOr6oLe2b8e+VAg5MkSZKGYCpqrt+VZHu60Qt2qarrRu1fhftPrnEJ3RTZY0qyE9302Cy55JJPXWeddQYc7oPXWZfeMNUh6EHsSas4sMi8OO200/5ZVXOmOg5J0oJZ2Mn114FP0w3R9mlgT+DNC3LBqtob2Btg7ty5deqppy5ojA8Za3z0Z1Mdgh7ETt3jZZMfpHslmWjGUEnSDLFQx7muqiur6u42lfQ+dCUgo13K/WfRW5XBzoonSZIkDcVCTa6TrNSz+mq6USVGOwVYK8lj22xzWzNvE4VIkiRJU2JoZSFJDgQ2BZZPcgnw/4BNk2xAVxZyMbBzO3Zl4FtVtXlV3ZXkXcDRwCxg3zYDnSRJkjStDS25rqptxtj87TG2UVWXAZv3rB8JHDmk0CRJkqShWKhlIZIkSdKDmcm1JEmSNCB9lYUkWQRYH1gZuA04u6quGmZgkiRJ0kwzYXKd5PHAR4DNgPOAq4GHA09IcivwTWD/NrSeJEmS9JA2Wc/17nQTv+xcVdW7I8mjgTcA2wH7Dyc8SZIkaeaYMLkeZ8SPkX1XAV8eeESSJEnSDDVPLzQmWTPJ95IckuQZwwpKkiRJmokmq7l+eFX9q2fTp4EPt+XDgQ2GFZgkSZI000zWc314ku171u8E1gBWB+4eVlCSJEnSTDRZcv0SYOkkRyXZBPgg8GLg1cC2ww5OkiRJmkkme6HxbmCvJN8F/gN4B/CJqrpgYQQnSZIkzSST1VxvDHwIuAP4LN0EMp9Jcinw6aq6fvghSpIkSTPDZONcfxPYHFgK+E5VPQvYOslzgR/SlYhIkiRJYvLk+i66FxiXpOu9BqCqjgeOH15YkiRJ0swzWXL9BmBnusR6+0mOlSRJkh7SJkuuz6uqXSY6IElGT43etu8LbAFcVVXrtW2fB15Ol6xfAOw4Vt12kouBm+iG+7urqub2cS+SJEnSlJpsKL5fJXl3ktV6NyZZPMnzk+wPvGmcc/ejG8qv17HAelX1ZOCvwL9P0PbzqmoDE2tJkiTNFP2Mc303cGCSy5Kcm+RC4DxgG+DLVbXfWCdW1QnAtaO2HVNVd7XV3wOrLkjwkiRJ0nQy2TjX/wK+BnwtyWLA8sBtAxqC7810I46M2TRwTJICvllVew+gPUmSJGmoJqu5vldV3QlcPohGk3ycbiSS749zyLOr6tIkjwaOTfLn1hM+1rV2AnYCWG211cY6RJIkSVooJisLGbgkO9C96LjtWC9CAlTVpe3rVcChwNPGu15V7V1Vc6tq7pw5c4YQsSRJktSfhZpcJ3kJ8GHgFVV16zjHLJlk9sgy8CLg7IUXpSRJkjR/+k6uk6yeZLO2vMRIAjzB8QcCvwPWTnJJkrcAewGz6Uo9zkjyjXbsykmObKeuAPwmyZnAycDPquqoeb4zSZIkaSHrq+Y6ydvo6pqXBR5PN8rHN4AXjHdOVW0zxuZvj3PsZXTTrFNVFwLr9xOXJEmSNJ3023P9TuBZwI0AVXUe8OhhBSVJkiTNRP0m17dX1R0jK0kWpRsuT5IkSVLTb3J9fJKPAUskeSHwI+Dw4YUlSZIkzTz9JtcfBa4GzgJ2Bo4EPjGsoCRJkqSZqK8XGqvqHmCf9pEkSZI0hn5HC7mIMWqsq+pxA49IkiRJmqH6nf58bs/yw4Gt6IblkyRJktT0VXNdVdf0fC6tqi8DLxtybJIkSdKM0m9ZyIY9q4vQ9WT32+stSZIkPST0myDv2bN8F3Ax8LqBRyNJkiTNYP2OFvK8YQciSZIkzXQTJtdJPjDR/qr64mDDkSRJkmauyXquZ7evawMbAYe19ZcDJw8rKEmSJGkmmjC5rqpPASQ5Adiwqm5q67sCPxt6dJIkSdIM0u/05ysAd/Ss39G2SZIkSWr6Ta4PAE5OsmvrtT4J2G+yk5Lsm+SqJGf3bFs2ybFJzmtfHzXOuW9qx5yX5E19ximjd/KZAAAUg0lEQVRJkiRNmX4nkfkMsCNwXfvsWFWf6+PU/YCXjNr2UeCXVbUW8Mu2fj9JlgX+H7Ax8DTg/42XhEuSJEnTxaRD8SWZBZxTVesAp8/LxavqhCRrjNr8SmDTtrw/8GvgI6OOeTFwbFVd22I4li5JP3Be2pckSZIWpkl7rqvqbuAvSVYbUJsrVNXlbfkKxq7dXgX4R8/6JW2bJEmSNG31O0Pjo4BzkpwM3DKysapesSCNV1UlqQW5RpKdgJ0AVlttUPm/JEmSNO/6Ta7/Y4BtXplkpaq6PMlKwFVjHHMp95WOAKxKVz7yAFW1N7A3wNy5cxcoUZckSZIWRL8vNB4PXAws1pZPYR7rr3scBoyM/vEm4KdjHHM08KIkj2ovMr6obZMkSZKmrb6S6yRvAw4Gvtk2rQL8pI/zDgR+B6yd5JIkbwH2AF6Y5Dxgs7ZOkrlJvgXQXmT8NF0Sfwqw28jLjZIkSdJ01W9ZyDvphsQ7CaCqzkvy6MlOqqptxtn1gjGOPRV4a8/6vsC+fcYnSZIkTbl+J5G5varunaExyaKA9c2SJElSj36T6+OTfAxYIskLgR8Bhw8vLEmSJGnm6Te5/ihwNXAWsDNwJPCJYQUlSZIkzUT91ly/CjigqvYZZjCSJEnSTNZvz/XLgb8m+W6SLVrNtSRJkqQe/Y5zvSOwJl2t9TbABSPD5kmSJEnq9N0DXVV3Jvk53SghS9CVirx14rMkSZKkh45+J5F5aZL9gPOA1wLfAlYcYlySJEnSjNNvz/X2wA+Bnavq9iHGI0mSJM1YfSXXVbVNkhXopi0HOLmqrhpqZJIkSdIM029ZyFbAycBWwOuAk5JsOczAJEmSpJmm37KQTwAbjfRWJ5kD/AI4eFiBSZIkSTNNv+NcLzKqDOSaeThXkiRJekjot+f6qCRHAwe29dfTTYEuSZIkqen3hcYPJXkN8Oy2ae+qOnR4YUmSJEkzz7xMIvNj4MdDjEWSJEma0RZ63XSStZOc0fO5Mcn7Rh2zaZIbeo755MKOU5IkSZpXffdcD0pV/QXYACDJLOBSYKwSkxOraouFGZskSZK0IOa55zrJo5I8eUDtvwC4oKr+NqDrSZIkSVOm30lkfp1k6STLAqcD+yT54gDa35r7RiAZ7RlJzkzy8yT/NkFsOyU5NcmpV1999QBCkiRJkuZPvz3Xj6yqG4HXAAdU1cbAZgvScJLFgVcAPxpj9+nA6lW1PvA/wE/Gu05V7V1Vc6tq7pw5cxYkJEmSJGmB9JtcL5pkJbqpz48YUNsvBU6vqitH76iqG6vq5rZ8JLBYkuUH1K4kSZI0FP0m17sBR9PVR5+S5HHAeQvY9jaMUxKSZMUkactPa3Fes4DtSZIkSUPV7yQyP6KnfKOqLgReO7+NJlkSeCGwc8+2t7drfwPYEnhHkruA24Ctq6rmtz1JkiRpYegruU7yBODrwApVtV4bLeQVVbX7/DRaVbcAy43a9o2e5b2Avebn2pIkSdJU6bcsZB/g34E7Aarqj3QjfUiSJElq+k2uH1FVJ4/adtegg5EkSZJmsn6T638meTxQAEm2BC4fWlSSJEnSDNTv9OfvBPYG1klyKXAR8MahRSVJkiTNQP2OFnIhsFkb5WORqrppuGFJkiRJM0+/05+/N8nSwK3Al5KcnuRFww1NkiRJmln6rbl+c5v+/EV0Q+htB+wxtKgkSZKkGajf5Drt6+bAAVV1Ts82SZIkSfSfXJ+W5Bi65ProJLOBe4YXliRJkjTz9DtayFuADYALq+rWJMsBOw4vLEmSJGnm6Xe0kHuSrAq8IQnA8VV1+FAjkyRJkmaYfkcL2QN4L3Bu+7wnyWeHGZgkSZI00/RbFrI5sEFV3QOQZH/gD8DHhhWYJEmSNNP0+0IjwDI9y48cdCCSJEnSTNdvz/XngD8k+RXdEHybAB8dWlSSJEnSDNTvC40HJvk1sFHb9JGqumJBGk5yMXATcDdwV1XNHbU/wFfoSlJuBXaoqtMXpE1JkiRpmCZMrpNsOGrTJe3ryklWHkCy+7yq+uc4+14KrNU+GwNfb18lSZKkaWmynus929eHA3OBM+nKQp4MnAo8Y3ih8Uq62SAL+H2SZZKsVFWXD7FNSZIkab5N+EJjVT2vqp4HXA5sWFVzq+qpwFOASxew7QKOSXJakp3G2L8K8I+e9UvatvtJslOSU5OcevXVVy9gSJIkSdL863e0kLWr6qyRlao6G3jiArb97KrakK78451JNpmfi1TV3i3pnztnzpwFDEmSJEmaf/0m139M8q0km7bPPsAfF6Thqrq0fb0KOBR42qhDLgUe07O+KgveWy5JkiQNTb/J9Y7AOXSzNI7M1Ljj/DaaZMkks0eWgRcBZ4867DBg+3SeDtxgvbUkSZKms36H4vsX8KX2GYQVgEO70fZYFPhBVR2V5O2tvW8AR9INw3c+3VB8853MS5IkSQtDv5PIDFRVXQisP8b2b/QsF/DOhRmXJEmStCDmZfpzSZIkSRMwuZYkSZIGZLIZGg+nG496TFX1ioFHJEmSJM1Qk9Vcf6F9fQ2wIvC9tr4NcOWwgpIkSZJmogmT66o6HiDJnlU1t2fX4UlOHWpkkiRJ0gzTb831kkkeN7KS5LHAksMJSZIkSZqZ+h2K7/3Ar5NcCARYHdh5aFFJkiRJM1C/k8gclWQtYJ226c9VdfvwwpIkSZJmnnmZROapwBrtnPWTUFUHDCUqSZIkaQbqK7lO8l3g8cAZwN1tcwEm15IkSVLTb8/1XGDdNiW5JEmSpDH0O1rI2XTjXEuSJEkaR78918sD5yY5Gbj3RUZnaJQkSZLu029yveswg5AkSZIeDPodiu/4JCsAG7VNJ1fVVcMLS5IkSZp5+qq5TvI64GRgK+B1wElJtpyfBpM8Jsmvkpyb5Jwk7x3jmE2T3JDkjPb55Py0JUmSJC1M/ZaFfBzYaKS3Oskc4BfAwfPR5l3ALlV1epLZwGlJjq2qc0cdd2JVbTEf15ckSZKmRL+jhSwyqgzkmnk4936q6vKqOr0t3wT8CVhlfq4lSZIkTSf99lwfleRo4MC2/nrg5wvaeJI1gKcAJ42x+xlJzgQuAz5YVeeMc42dgJ0AVltttQUNSZIkSZpv/b7Q+KEkrwGe3TbtXVWHLkjDSZYCDgHeV1U3jtp9OrB6Vd2cZHPgJ8Ba48S2N7A3wNy5c53kRpIkSVOm3+nPHwscWVU/butLJFmjqi6en0aTLEaXWH9/5Jq9epPtqjoyydeSLF9V/5yf9iRJkqSFod+66R8B9/Ss3922zbMkAb4N/KmqvjjOMSu240jytBbnNfPTniRJkrSw9FtzvWhV3TGyUlV3JFl8Ptt8FrAdcFaSM9q2jwGrtWt/A9gSeEeSu4DbgK2rypIPSZIkTWv9JtdXJ3lFVR0GkOSVwHyVaFTVb4BMcsxewF7zc31JkiRpqvSbXL8d+H6SrwIFXAJsP7SoJEmSpBmo39FCLgCe3kb4oKpuHmpUkiRJ0gzU7/TnKyT5NvCjNjzeukneMuTYJEmSpBml39FC9gOOBlZu638F3jeMgCRJkqSZqt/kevmq+l/acHxVdRfdcHySJEmSmn6T61uSLEf3MiNJng7cMLSoJEmSpBmo39FCPgAcBjw+yf8Bc+jGopYkSZLU9DtayOlJngusTTdG9V+q6s6hRiZJkiTNMBOWhSTZKMmKcG+d9VOBzwB7Jll2IcQnSZIkzRiT1Vx/E7gDIMkmwB7AAXT11nsPNzRJkiRpZpmsLGRWVV3bll8P7F1VhwCHJDljuKFJkiRJM8tkPdezkowk4C8AjuvZ1+/LkJIkSdJDwmQJ8oHA8Un+CdwGnAiQZE0cik+SJEm6nwmT66r6TJJfAisBx1RVtV2LAO8ednCSJEnSTDJpaUdV/X6MbX8dTjiSJEnSzNXvDI0DleQlSf6S5PwkHx1j/8OS/LDtPynJGgs/SkmSJGneLPTkOsks4KvAS4F1gW2SrDvqsLcA11XVmsCXgP9cuFFKkiRJ824qeq6fBpxfVRdW1R3AQcArRx3zSmD/tnww8IIkWYgxSpIkSfNsKobTWwX4R8/6JcDG4x1TVXcluQFYDvjn6Isl2QnYqa3enOQvA49Y6izPGD+DGlv8e9O8Wn2qA5AkLbgZP1Z1Ve2Ns0VqIUhyalXNneo4JEnS9DUVZSGXAo/pWV+1bRvzmDaJzSOBaxZKdJIkSdJ8mork+hRgrSSPTbI4sDVw2KhjDgPe1Ja3BI7rGWNbkiRJmpYWellIq6F+F3A0MAvYt6rOSbIbcGpVHQZ8G/hukvOBa+kScGmqWX4kSZImFDuEJUmSpMGYkklkJEmSpAcjk2tJkiRpQEyuJUmSpAExuZYkSZIGZMZPIiMNU5KHAa8F1qDn30tV7TZVMUmSpOnL5Fqa2E+BG4DTgNunOBZJkjTNORSfNIEkZ1fVelMdhyRJmhmsuZYm9tskT5rqICRJ0sxgz7U0gSTnAmsCF9GVhQSoqnrylAYmSZKmJZNraQJJVh9re1X9bWHHIkmSpj9faJQm9lbgBOC3VXXLVAcjSZKmN2uupYldCGwDnJrk5CR7JnnlVAclSZKmJ8tCpD4kWRF4HfBB4FFVNXuKQ5IkSdOQybU0gSTfAtYFrgROBH4DnF5Vd01pYJIkaVqyLESa2HLALOB64FrgnybWkiRpPPZcS31I8kTgxcD7gVlVteoUhyRJkqYhRwuRJpBkC+A5wCbAMsBxdOUhkiRJD2DPtTSBJHvRJdMnVtVlUx2PJEma3kyupUkkWQHYqK2eXFVXTWU8kiRp+vKFRmkCSbYCTga2ohuK76QkW05tVJIkabqy51qaQJIzgReO9FYnmQP8oqrWn9rIJEnSdGTPtTSxRUaVgVyD/24kSdI4HC1EmthRSY4GDmzrrweOnMJ4JEnSNGZZiDSJJK8FntVWT6yqQ6cyHkmSNH2ZXEuSJEkDYu2oNIEkr0lyXpIbktyY5KYkN051XJIkaXqy51qaQJLzgZdX1Z+mOhZJkjT92XMtTexKE2tJktQve66lCST5CrAi8BPg9pHtVfXjKQtKkiRNWw7FJ01saeBW4EU92wowuZYkSQ9gz7U0gSTLVtW1o7Y9tqoumqqYJEnS9GXNtTSxw5MsPbKS5InA4VMYjyRJmsZMrqWJfZYuwV4qyVOBg4E3TnFMkiRpmrLmWppAVf0syWLAMcBs4NVV9dcpDkuSJE1T1lxLY0jyP3QvLo54AXABcDFAVb1nCsKSJEnTnD3X0thOHbV+2pREIUmSZhR7riVJkqQBsedamkCSZwG7AqvT/XsJUFX1uKmMS5IkTU/2XEsTSPJn4P10ZSF3j2yvqmumLChJkjRt2XMtTeyGqvr5VAchSZJmBnuupQkk2QOYRTfd+e0j26vq9CkLSpIkTVsm19IEkvyqLY78QxmpuX7+FIUkSZKmMZNraQxJPjCy2L4WcDXwm6q6aGqikiRJ053Tn0tjm90+S7XPbGAu8PMkW09lYJIkafqy51qaB0mWBX5RVRtOdSySJGn6sedamgdVdS33lYpIkiTdj8m1NA+SPA+4bqrjkCRJ05PjXEtjSHIW940QMmJZ4DJg+4UfkSRJmgmsuZbGkGT1UZsKuKaqbpmKeCRJ0sxgci1JkiQNiDXXkiRJ0oCYXEuSJEkDYnKthSbJ3UnOSHJmktOTPHOIbd08zvZVk/w0yXlJLkjylSSL9+w/MMkfk7x/1Hm7Jrm0xX9Gkj3a9m8lWXce4nrVeMePauO8JD+el2tLkqSpZ3Kthem2qtqgqtYH/h343OgDkgxtBJskAX4M/KSq1gKeQDf74mfa/hWBjarqyVX1pTEu8aUW/wZV9VGAqnprVZ07RluzxgnjVcBECfNIG2sBPwSOSzKn33uUJElTy+RaU2Vp2njRSTZNcmKSw4Bz27afJDktyTlJdho5KcnNST7Ter9/n2SFtv2xSX6X5Kwku4/T5vOBf1XVdwCq6m7g/cCbkzwCOAZYpfUcP6efm0jy6yRze2LbM8mZwDOS7JHk3NYT/oXWU/8K4POtjcdPdO2q+mGL6Q3t+i9I8od2j/smeVjbfr922rY5SQ5Jckr7PKuf+5EkSQvGca61MC2R5Azg4cBKdMnuiA2B9arqorb+5qq6NskSwClJDqmqa4Algd9X1ceT/BfwNmB34CvA16vqgCTvHKf9fwNO691QVTcm+TuwJl3ie0RVbTDO+e9P8sa2/JGqOnrU/iWBk6pqlyTLAd8G1qmqSrJMVV3ffoE4oqoOnuA59TodWCfJw4H9gBdU1V+THAC8I8l3gVf3ttPO+wpdL/hvkqwGHA08sc82JUnSfLLnWgvTSFnIOsBLgANaqQbAyT2JNcB7Wg/w74HHAGu17XcAR7Tl04A12vKzgAPb8neHFH9vWcjoxBrgbuCQtnwD8C/g20leA9w6n22OPJ+1gYuq6q9tfX9gkwna2QzYq/0ycxiwdJKl5jMGSZLUJ5NrTYmq+h2wPDBST3zv5CxJNqVLDp/R6rP/QNfbDXBn3Tc4+93c/68vkw3afi7w1N4NSZYGVgPOn/e7eIB/tVITquou4GnAwcAWwFHzec2nAH8ab+cE7SwCPL3nl4FVqmrMlzwlSdLgmFxrSiRZB5gFXDPG7kcC11XVre24p/dxyf8Dtm7L245zzC+BRyTZvsUwC9gT2K+q5rdneUytl/iRVXUkXV33+m3XTcDsPq/xWuBFdD3yfwHWSLJm270dcPwE7RwDvLvnWuOVukiSpAEyudbCtMTIUHZ0I2G8aaSnd5SjgEWT/AnYg640ZDLvBd6Z5CxglbEOaD3erwa2SnIe8Fe6koqPzfutTGo2cESSPwK/AT7Qth8EfKi9mDjWC43vHxmKD3gj8Pyqurqq/gXsCPyo3eM9wDcmaOc9wNz2kuO5wNuHcI+SJGkUpz+XJEmSBsSea0mSJGlATK4lSZKkATG5liRJkgbE5FqSJEkaEJNrSZIkaUBMriVJkqQBMbmWJEmSBsTkWpIkSRqQ/w8V4YIdIExf2wAAAABJRU5ErkJggg==\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -4947,7 +5069,7 @@ " \n", " \n", " \n", - " Second Doses due at 25 May (n)\n", + " Second Doses due at 03 Sep (n)\n", " Second doses overdue (n)\n", " Second doses given (n)\n", " Second doses given (% of due)\n", @@ -4967,357 +5089,357 @@ " \n", " overall\n", " overall\n", - " 527\n", - " 357\n", - " 170\n", - " 32.3\n", - " 2,674\n", + " 827\n", + " 597\n", + " 230\n", + " 27.8\n", + " 2,702\n", " \n", " \n", " Sex\n", " F\n", - " 259\n", - " 168\n", - " 91\n", - " 35.1\n", - " 1,365\n", + " 427\n", + " 322\n", + " 105\n", + " 24.6\n", + " 1,372\n", " \n", " \n", " M\n", - " 266\n", - " 182\n", - " 84\n", - " 31.6\n", - " 1,309\n", + " 406\n", + " 280\n", + " 126\n", + " 31.0\n", + " 1,337\n", " \n", " \n", " Ethnicity (broad categories)\n", " Black\n", - " 91\n", - " 63\n", - " 28\n", - " 30.8\n", + " 126\n", + " 84\n", + " 42\n", + " 33.3\n", " 441\n", " \n", " \n", " Mixed\n", - " 84\n", - " 63\n", - " 21\n", - " 25.0\n", - " 434\n", + " 147\n", + " 112\n", + " 35\n", + " 23.8\n", + " 490\n", " \n", " \n", " Other\n", - " 70\n", + " 140\n", + " 91\n", " 49\n", - " 21\n", - " 30.0\n", - " 476\n", + " 35.0\n", + " 462\n", " \n", " \n", " South Asian\n", - " 98\n", - " 63\n", - " 35\n", - " 35.7\n", + " 154\n", + " 105\n", + " 49\n", + " 31.8\n", " 448\n", " \n", " \n", " Unknown\n", + " 126\n", " 91\n", - " 63\n", - " 28\n", - " 30.8\n", - " 420\n", + " 35\n", + " 27.8\n", + " 413\n", " \n", " \n", " White\n", + " 133\n", " 98\n", - " 63\n", " 35\n", - " 35.7\n", + " 26.3\n", " 448\n", " \n", " \n", " ethnicity 16 groups\n", " African\n", - " 21\n", - " 21\n", - " 0\n", - " 0.0\n", - " 140\n", + " 42\n", + " 28\n", + " 14\n", + " 33.3\n", + " 161\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", - " 28\n", - " 21\n", - " 7\n", - " 25.0\n", - " 154\n", + " 49\n", + " 35\n", + " 14\n", + " 28.6\n", + " 140\n", " \n", " \n", " Caribbean\n", - " 21\n", - " 21\n", - " 0\n", - " 0.0\n", - " 133\n", + " 42\n", + " 28\n", + " 14\n", + " 33.3\n", + " 119\n", " \n", " \n", " Chinese\n", - " 28\n", - " 21\n", + " 42\n", + " 35\n", " 7\n", - " 25.0\n", - " 119\n", + " 16.7\n", + " 147\n", " \n", " \n", " Other\n", - " 21\n", - " 14\n", + " 42\n", + " 35\n", " 7\n", - " 33.3\n", - " 112\n", + " 16.7\n", + " 140\n", " \n", " \n", " Other Asian\n", + " 56\n", " 35\n", - " 28\n", - " 7\n", - " 20.0\n", - " 168\n", + " 21\n", + " 37.5\n", + " 161\n", " \n", " \n", " British or Mixed British\n", - " 28\n", - " 14\n", - " 14\n", - " 50.0\n", - " 140\n", + " 42\n", + " 35\n", + " 7\n", + " 16.7\n", + " 126\n", " \n", " \n", " Indian or British Indian\n", + " 42\n", " 28\n", - " 28\n", - " 0\n", - " 0.0\n", - " 133\n", + " 14\n", + " 33.3\n", + " 140\n", " \n", " \n", " Irish\n", + " 35\n", " 21\n", - " 21\n", - " 0\n", - " 0.0\n", - " 133\n", + " 14\n", + " 40.0\n", + " 140\n", " \n", " \n", " Other Black\n", - " 28\n", - " 21\n", - " 7\n", - " 25.0\n", + " 49\n", + " 35\n", + " 14\n", + " 28.6\n", " 147\n", " \n", " \n", " Other White\n", - " 28\n", + " 35\n", " 21\n", - " 7\n", - " 25.0\n", - " 147\n", + " 14\n", + " 40.0\n", + " 133\n", " \n", " \n", " Other mixed\n", + " 42\n", " 35\n", - " 21\n", - " 14\n", - " 40.0\n", - " 112\n", + " 7\n", + " 16.7\n", + " 133\n", " \n", " \n", " Pakistani or British Pakistani\n", - " 28\n", - " 14\n", + " 56\n", + " 42\n", " 14\n", - " 50.0\n", - " 140\n", + " 25.0\n", + " 154\n", " \n", " \n", " Unknown\n", - " 84\n", - " 56\n", + " 126\n", + " 98\n", " 28\n", - " 33.3\n", - " 406\n", + " 22.2\n", + " 413\n", " \n", " \n", " White + Asian\n", + " 42\n", " 28\n", " 14\n", - " 14\n", - " 50.0\n", - " 147\n", + " 33.3\n", + " 161\n", " \n", " \n", " White + Black African\n", - " 35\n", + " 42\n", " 28\n", - " 7\n", - " 20.0\n", - " 175\n", + " 14\n", + " 33.3\n", + " 154\n", " \n", " \n", " White + Black Caribbean\n", - " 28\n", - " 28\n", - " 0\n", - " 0.0\n", - " 168\n", + " 42\n", + " 21\n", + " 21\n", + " 50.0\n", + " 133\n", " \n", " \n", " Index of Multiple Deprivation (quintiles)\n", " 1 Most deprived\n", - " 105\n", - " 70\n", - " 35\n", - " 33.3\n", - " 525\n", + " 154\n", + " 112\n", + " 42\n", + " 27.3\n", + " 490\n", " \n", " \n", " 2\n", - " 84\n", - " 63\n", - " 21\n", - " 25.0\n", - " 511\n", + " 161\n", + " 105\n", + " 56\n", + " 34.8\n", + " 532\n", " \n", " \n", " 3\n", - " 105\n", - " 70\n", - " 35\n", + " 147\n", + " 98\n", + " 49\n", " 33.3\n", - " 525\n", + " 518\n", " \n", " \n", " 4\n", - " 98\n", - " 63\n", + " 168\n", + " 133\n", " 35\n", - " 35.7\n", - " 476\n", + " 20.8\n", + " 539\n", " \n", " \n", " 5 Least deprived\n", - " 105\n", - " 70\n", - " 35\n", - " 33.3\n", + " 154\n", + " 112\n", + " 42\n", + " 27.3\n", " 511\n", " \n", " \n", " Unknown\n", - " 28\n", - " 21\n", + " 42\n", + " 35\n", " 7\n", - " 25.0\n", + " 16.7\n", " 112\n", " \n", " \n", " BMI\n", " 30+\n", + " 231\n", " 154\n", - " 112\n", - " 42\n", - " 27.3\n", - " 798\n", + " 77\n", + " 33.3\n", + " 791\n", " \n", " \n", " under 30\n", - " 378\n", - " 245\n", - " 133\n", - " 35.2\n", - " 1,876\n", + " 595\n", + " 441\n", + " 154\n", + " 25.9\n", + " 1,911\n", " \n", " \n", " Chronic cardiac disease\n", " no\n", - " 525\n", - " 357\n", - " 168\n", - " 32.0\n", - " 2,653\n", + " 819\n", + " 588\n", + " 231\n", + " 28.2\n", + " 2,674\n", " \n", " \n", " yes\n", + " 14\n", + " 14\n", " 0\n", - " 0\n", - " 0\n", - " NaN\n", - " 21\n", + " 0.0\n", + " 28\n", " \n", " \n", " Current COPD\n", " no\n", - " 525\n", - " 357\n", - " 168\n", - " 32.0\n", - " 2,646\n", + " 819\n", + " 588\n", + " 231\n", + " 28.2\n", + " 2,681\n", " \n", " \n", " yes\n", + " 7\n", + " 7\n", " 0\n", - " 0\n", - " 0\n", - " NaN\n", - " 28\n", + " 0.0\n", + " 21\n", " \n", " \n", " DMARDs\n", " no\n", - " 525\n", - " 357\n", - " 168\n", - " 32.0\n", - " 2,639\n", + " 819\n", + " 588\n", + " 231\n", + " 28.2\n", + " 2,674\n", " \n", " \n", " yes\n", + " 7\n", + " 7\n", " 0\n", - " 0\n", - " 0\n", - " NaN\n", + " 0.0\n", " 35\n", " \n", " \n", " Dementia\n", " no\n", - " 525\n", - " 357\n", - " 168\n", - " 32.0\n", - " 2,653\n", + " 819\n", + " 588\n", + " 231\n", + " 28.2\n", + " 2,681\n", " \n", " \n", " yes\n", + " 7\n", + " 7\n", " 0\n", - " 0\n", - " 0\n", - " NaN\n", - " 21\n", + " 0.0\n", + " 28\n", " \n", " \n", " Psychosis, schizophrenia, or bipolar\n", " no\n", - " 525\n", - " 357\n", - " 168\n", - " 32.0\n", - " 2,646\n", + " 819\n", + " 588\n", + " 231\n", + " 28.2\n", + " 2,681\n", " \n", " \n", " yes\n", @@ -5325,33 +5447,33 @@ " 0\n", " 0\n", " NaN\n", - " 28\n", + " 21\n", " \n", " \n", " SSRI (last 12 months)\n", " no\n", - " 518\n", - " 350\n", - " 168\n", - " 32.4\n", - " 2,639\n", + " 812\n", + " 581\n", + " 231\n", + " 28.4\n", + " 2,667\n", " \n", " \n", " yes\n", - " 7\n", - " 7\n", + " 14\n", + " 14\n", " 0\n", " 0.0\n", - " 28\n", + " 35\n", " \n", " \n", " Chemo or radiotherapy\n", " no\n", - " 518\n", - " 350\n", - " 168\n", - " 32.4\n", - " 2,639\n", + " 819\n", + " 595\n", + " 224\n", + " 27.4\n", + " 2,681\n", " \n", " \n", " yes\n", @@ -5359,42 +5481,42 @@ " 7\n", " 0\n", " 0.0\n", - " 35\n", + " 28\n", " \n", " \n", " Cancer (lung)\n", " no\n", - " 525\n", - " 357\n", - " 168\n", - " 32.0\n", - " 2,660\n", + " 819\n", + " 588\n", + " 231\n", + " 28.2\n", + " 2,681\n", " \n", " \n", " Cancer (excluding lung/haem)\n", " no\n", - " 525\n", - " 357\n", - " 168\n", - " 32.0\n", - " 2,646\n", + " 812\n", + " 588\n", + " 224\n", + " 27.6\n", + " 2,660\n", " \n", " \n", " yes\n", + " 14\n", + " 14\n", " 0\n", - " 0\n", - " 0\n", - " NaN\n", - " 21\n", + " 0.0\n", + " 42\n", " \n", " \n", " Cancer (haematological)\n", " no\n", - " 525\n", - " 357\n", - " 168\n", - " 32.0\n", - " 2,639\n", + " 819\n", + " 588\n", + " 231\n", + " 28.2\n", + " 2,681\n", " \n", " \n", " yes\n", @@ -5402,306 +5524,306 @@ " 0\n", " 0\n", " NaN\n", - " 35\n", + " 21\n", " \n", " \n", " brand of first dose\n", " Unknown\n", - " 525\n", - " 357\n", - " 168\n", - " 32.0\n", - " 1,302\n", + " 826\n", + " 595\n", + " 231\n", + " 28.0\n", + " 1,309\n", " \n", " \n", "\n", "" ], "text/plain": [ - " Second Doses due at 25 May (n) \\\n", + " Second Doses due at 03 Sep (n) \\\n", "Category Group \n", - "overall overall 527 \n", - "Sex F 259 \n", - " M 266 \n", - "Ethnicity (broad categories) Black 91 \n", - " Mixed 84 \n", - " Other 70 \n", - " South Asian 98 \n", - " Unknown 91 \n", - " White 98 \n", - "ethnicity 16 groups African 21 \n", - " Bangladeshi or British Bangladeshi 28 \n", - " Caribbean 21 \n", - " Chinese 28 \n", - " Other 21 \n", - " Other Asian 35 \n", - " British or Mixed British 28 \n", - " Indian or British Indian 28 \n", - " Irish 21 \n", - " Other Black 28 \n", - " Other White 28 \n", - " Other mixed 35 \n", - " Pakistani or British Pakistani 28 \n", - " Unknown 84 \n", - " White + Asian 28 \n", - " White + Black African 35 \n", - " White + Black Caribbean 28 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 105 \n", - " 2 84 \n", - " 3 105 \n", - " 4 98 \n", - " 5 Least deprived 105 \n", - " Unknown 28 \n", - "BMI 30+ 154 \n", - " under 30 378 \n", - "Chronic cardiac disease no 525 \n", - " yes 0 \n", - "Current COPD no 525 \n", - " yes 0 \n", - "DMARDs no 525 \n", - " yes 0 \n", - "Dementia no 525 \n", - " yes 0 \n", - "Psychosis, schizophrenia, or bipolar no 525 \n", - " yes 0 \n", - "SSRI (last 12 months) no 518 \n", + "overall overall 827 \n", + "Sex F 427 \n", + " M 406 \n", + "Ethnicity (broad categories) Black 126 \n", + " Mixed 147 \n", + " Other 140 \n", + " South Asian 154 \n", + " Unknown 126 \n", + " White 133 \n", + "ethnicity 16 groups African 42 \n", + " Bangladeshi or British Bangladeshi 49 \n", + " Caribbean 42 \n", + " Chinese 42 \n", + " Other 42 \n", + " Other Asian 56 \n", + " British or Mixed British 42 \n", + " Indian or British Indian 42 \n", + " Irish 35 \n", + " Other Black 49 \n", + " Other White 35 \n", + " Other mixed 42 \n", + " Pakistani or British Pakistani 56 \n", + " Unknown 126 \n", + " White + Asian 42 \n", + " White + Black African 42 \n", + " White + Black Caribbean 42 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 154 \n", + " 2 161 \n", + " 3 147 \n", + " 4 168 \n", + " 5 Least deprived 154 \n", + " Unknown 42 \n", + "BMI 30+ 231 \n", + " under 30 595 \n", + "Chronic cardiac disease no 819 \n", + " yes 14 \n", + "Current COPD no 819 \n", " yes 7 \n", - "Chemo or radiotherapy no 518 \n", + "DMARDs no 819 \n", " yes 7 \n", - "Cancer (lung) no 525 \n", - "Cancer (excluding lung/haem) no 525 \n", + "Dementia no 819 \n", + " yes 7 \n", + "Psychosis, schizophrenia, or bipolar no 819 \n", " yes 0 \n", - "Cancer (haematological) no 525 \n", + "SSRI (last 12 months) no 812 \n", + " yes 14 \n", + "Chemo or radiotherapy no 819 \n", + " yes 7 \n", + "Cancer (lung) no 819 \n", + "Cancer (excluding lung/haem) no 812 \n", + " yes 14 \n", + "Cancer (haematological) no 819 \n", " yes 0 \n", - "brand of first dose Unknown 525 \n", + "brand of first dose Unknown 826 \n", "\n", " Second doses overdue (n) \\\n", "Category Group \n", - "overall overall 357 \n", - "Sex F 168 \n", - " M 182 \n", - "Ethnicity (broad categories) Black 63 \n", - " Mixed 63 \n", - " Other 49 \n", - " South Asian 63 \n", - " Unknown 63 \n", - " White 63 \n", - "ethnicity 16 groups African 21 \n", - " Bangladeshi or British Bangladeshi 21 \n", - " Caribbean 21 \n", - " Chinese 21 \n", - " Other 14 \n", - " Other Asian 28 \n", - " British or Mixed British 14 \n", + "overall overall 597 \n", + "Sex F 322 \n", + " M 280 \n", + "Ethnicity (broad categories) Black 84 \n", + " Mixed 112 \n", + " Other 91 \n", + " South Asian 105 \n", + " Unknown 91 \n", + " White 98 \n", + "ethnicity 16 groups African 28 \n", + " Bangladeshi or British Bangladeshi 35 \n", + " Caribbean 28 \n", + " Chinese 35 \n", + " Other 35 \n", + " Other Asian 35 \n", + " British or Mixed British 35 \n", " Indian or British Indian 28 \n", " Irish 21 \n", - " Other Black 21 \n", + " Other Black 35 \n", " Other White 21 \n", - " Other mixed 21 \n", - " Pakistani or British Pakistani 14 \n", - " Unknown 56 \n", - " White + Asian 14 \n", + " Other mixed 35 \n", + " Pakistani or British Pakistani 42 \n", + " Unknown 98 \n", + " White + Asian 28 \n", " White + Black African 28 \n", - " White + Black Caribbean 28 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 70 \n", - " 2 63 \n", - " 3 70 \n", - " 4 63 \n", - " 5 Least deprived 70 \n", - " Unknown 21 \n", - "BMI 30+ 112 \n", - " under 30 245 \n", - "Chronic cardiac disease no 357 \n", - " yes 0 \n", - "Current COPD no 357 \n", - " yes 0 \n", - "DMARDs no 357 \n", - " yes 0 \n", - "Dementia no 357 \n", - " yes 0 \n", - "Psychosis, schizophrenia, or bipolar no 357 \n", - " yes 0 \n", - "SSRI (last 12 months) no 350 \n", + " White + Black Caribbean 21 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 112 \n", + " 2 105 \n", + " 3 98 \n", + " 4 133 \n", + " 5 Least deprived 112 \n", + " Unknown 35 \n", + "BMI 30+ 154 \n", + " under 30 441 \n", + "Chronic cardiac disease no 588 \n", + " yes 14 \n", + "Current COPD no 588 \n", " yes 7 \n", - "Chemo or radiotherapy no 350 \n", + "DMARDs no 588 \n", " yes 7 \n", - "Cancer (lung) no 357 \n", - "Cancer (excluding lung/haem) no 357 \n", + "Dementia no 588 \n", + " yes 7 \n", + "Psychosis, schizophrenia, or bipolar no 588 \n", " yes 0 \n", - "Cancer (haematological) no 357 \n", + "SSRI (last 12 months) no 581 \n", + " yes 14 \n", + "Chemo or radiotherapy no 595 \n", + " yes 7 \n", + "Cancer (lung) no 588 \n", + "Cancer (excluding lung/haem) no 588 \n", + " yes 14 \n", + "Cancer (haematological) no 588 \n", " yes 0 \n", - "brand of first dose Unknown 357 \n", + "brand of first dose Unknown 595 \n", "\n", " Second doses given (n) \\\n", "Category Group \n", - "overall overall 170 \n", - "Sex F 91 \n", - " M 84 \n", - "Ethnicity (broad categories) Black 28 \n", - " Mixed 21 \n", - " Other 21 \n", - " South Asian 35 \n", - " Unknown 28 \n", + "overall overall 230 \n", + "Sex F 105 \n", + " M 126 \n", + "Ethnicity (broad categories) Black 42 \n", + " Mixed 35 \n", + " Other 49 \n", + " South Asian 49 \n", + " Unknown 35 \n", " White 35 \n", - "ethnicity 16 groups African 0 \n", - " Bangladeshi or British Bangladeshi 7 \n", - " Caribbean 0 \n", + "ethnicity 16 groups African 14 \n", + " Bangladeshi or British Bangladeshi 14 \n", + " Caribbean 14 \n", " Chinese 7 \n", " Other 7 \n", - " Other Asian 7 \n", - " British or Mixed British 14 \n", - " Indian or British Indian 0 \n", - " Irish 0 \n", - " Other Black 7 \n", - " Other White 7 \n", - " Other mixed 14 \n", + " Other Asian 21 \n", + " British or Mixed British 7 \n", + " Indian or British Indian 14 \n", + " Irish 14 \n", + " Other Black 14 \n", + " Other White 14 \n", + " Other mixed 7 \n", " Pakistani or British Pakistani 14 \n", " Unknown 28 \n", " White + Asian 14 \n", - " White + Black African 7 \n", - " White + Black Caribbean 0 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 35 \n", - " 2 21 \n", - " 3 35 \n", + " White + Black African 14 \n", + " White + Black Caribbean 21 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 42 \n", + " 2 56 \n", + " 3 49 \n", " 4 35 \n", - " 5 Least deprived 35 \n", + " 5 Least deprived 42 \n", " Unknown 7 \n", - "BMI 30+ 42 \n", - " under 30 133 \n", - "Chronic cardiac disease no 168 \n", + "BMI 30+ 77 \n", + " under 30 154 \n", + "Chronic cardiac disease no 231 \n", " yes 0 \n", - "Current COPD no 168 \n", + "Current COPD no 231 \n", " yes 0 \n", - "DMARDs no 168 \n", + "DMARDs no 231 \n", " yes 0 \n", - "Dementia no 168 \n", + "Dementia no 231 \n", " yes 0 \n", - "Psychosis, schizophrenia, or bipolar no 168 \n", + "Psychosis, schizophrenia, or bipolar no 231 \n", " yes 0 \n", - "SSRI (last 12 months) no 168 \n", + "SSRI (last 12 months) no 231 \n", " yes 0 \n", - "Chemo or radiotherapy no 168 \n", + "Chemo or radiotherapy no 224 \n", " yes 0 \n", - "Cancer (lung) no 168 \n", - "Cancer (excluding lung/haem) no 168 \n", + "Cancer (lung) no 231 \n", + "Cancer (excluding lung/haem) no 224 \n", " yes 0 \n", - "Cancer (haematological) no 168 \n", + "Cancer (haematological) no 231 \n", " yes 0 \n", - "brand of first dose Unknown 168 \n", + "brand of first dose Unknown 231 \n", "\n", " Second doses given (% of due) \\\n", "Category Group \n", - "overall overall 32.3 \n", - "Sex F 35.1 \n", - " M 31.6 \n", - "Ethnicity (broad categories) Black 30.8 \n", - " Mixed 25.0 \n", - " Other 30.0 \n", - " South Asian 35.7 \n", - " Unknown 30.8 \n", - " White 35.7 \n", - "ethnicity 16 groups African 0.0 \n", - " Bangladeshi or British Bangladeshi 25.0 \n", - " Caribbean 0.0 \n", - " Chinese 25.0 \n", - " Other 33.3 \n", - " Other Asian 20.0 \n", - " British or Mixed British 50.0 \n", - " Indian or British Indian 0.0 \n", - " Irish 0.0 \n", - " Other Black 25.0 \n", - " Other White 25.0 \n", - " Other mixed 40.0 \n", - " Pakistani or British Pakistani 50.0 \n", - " Unknown 33.3 \n", - " White + Asian 50.0 \n", - " White + Black African 20.0 \n", - " White + Black Caribbean 0.0 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 33.3 \n", - " 2 25.0 \n", + "overall overall 27.8 \n", + "Sex F 24.6 \n", + " M 31.0 \n", + "Ethnicity (broad categories) Black 33.3 \n", + " Mixed 23.8 \n", + " Other 35.0 \n", + " South Asian 31.8 \n", + " Unknown 27.8 \n", + " White 26.3 \n", + "ethnicity 16 groups African 33.3 \n", + " Bangladeshi or British Bangladeshi 28.6 \n", + " Caribbean 33.3 \n", + " Chinese 16.7 \n", + " Other 16.7 \n", + " Other Asian 37.5 \n", + " British or Mixed British 16.7 \n", + " Indian or British Indian 33.3 \n", + " Irish 40.0 \n", + " Other Black 28.6 \n", + " Other White 40.0 \n", + " Other mixed 16.7 \n", + " Pakistani or British Pakistani 25.0 \n", + " Unknown 22.2 \n", + " White + Asian 33.3 \n", + " White + Black African 33.3 \n", + " White + Black Caribbean 50.0 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 27.3 \n", + " 2 34.8 \n", " 3 33.3 \n", - " 4 35.7 \n", - " 5 Least deprived 33.3 \n", - " Unknown 25.0 \n", - "BMI 30+ 27.3 \n", - " under 30 35.2 \n", - "Chronic cardiac disease no 32.0 \n", - " yes NaN \n", - "Current COPD no 32.0 \n", - " yes NaN \n", - "DMARDs no 32.0 \n", - " yes NaN \n", - "Dementia no 32.0 \n", - " yes NaN \n", - "Psychosis, schizophrenia, or bipolar no 32.0 \n", - " yes NaN \n", - "SSRI (last 12 months) no 32.4 \n", + " 4 20.8 \n", + " 5 Least deprived 27.3 \n", + " Unknown 16.7 \n", + "BMI 30+ 33.3 \n", + " under 30 25.9 \n", + "Chronic cardiac disease no 28.2 \n", + " yes 0.0 \n", + "Current COPD no 28.2 \n", + " yes 0.0 \n", + "DMARDs no 28.2 \n", " yes 0.0 \n", - "Chemo or radiotherapy no 32.4 \n", + "Dementia no 28.2 \n", " yes 0.0 \n", - "Cancer (lung) no 32.0 \n", - "Cancer (excluding lung/haem) no 32.0 \n", + "Psychosis, schizophrenia, or bipolar no 28.2 \n", " yes NaN \n", - "Cancer (haematological) no 32.0 \n", + "SSRI (last 12 months) no 28.4 \n", + " yes 0.0 \n", + "Chemo or radiotherapy no 27.4 \n", + " yes 0.0 \n", + "Cancer (lung) no 28.2 \n", + "Cancer (excluding lung/haem) no 27.6 \n", + " yes 0.0 \n", + "Cancer (haematological) no 28.2 \n", " yes NaN \n", - "brand of first dose Unknown 32.0 \n", + "brand of first dose Unknown 28.0 \n", "\n", " Total population \n", "Category Group \n", - "overall overall 2,674 \n", - "Sex F 1,365 \n", - " M 1,309 \n", + "overall overall 2,702 \n", + "Sex F 1,372 \n", + " M 1,337 \n", "Ethnicity (broad categories) Black 441 \n", - " Mixed 434 \n", - " Other 476 \n", + " Mixed 490 \n", + " Other 462 \n", " South Asian 448 \n", - " Unknown 420 \n", + " Unknown 413 \n", " White 448 \n", - "ethnicity 16 groups African 140 \n", - " Bangladeshi or British Bangladeshi 154 \n", - " Caribbean 133 \n", - " Chinese 119 \n", - " Other 112 \n", - " Other Asian 168 \n", - " British or Mixed British 140 \n", - " Indian or British Indian 133 \n", - " Irish 133 \n", + "ethnicity 16 groups African 161 \n", + " Bangladeshi or British Bangladeshi 140 \n", + " Caribbean 119 \n", + " Chinese 147 \n", + " Other 140 \n", + " Other Asian 161 \n", + " British or Mixed British 126 \n", + " Indian or British Indian 140 \n", + " Irish 140 \n", " Other Black 147 \n", - " Other White 147 \n", - " Other mixed 112 \n", - " Pakistani or British Pakistani 140 \n", - " Unknown 406 \n", - " White + Asian 147 \n", - " White + Black African 175 \n", - " White + Black Caribbean 168 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 525 \n", - " 2 511 \n", - " 3 525 \n", - " 4 476 \n", + " Other White 133 \n", + " Other mixed 133 \n", + " Pakistani or British Pakistani 154 \n", + " Unknown 413 \n", + " White + Asian 161 \n", + " White + Black African 154 \n", + " White + Black Caribbean 133 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 490 \n", + " 2 532 \n", + " 3 518 \n", + " 4 539 \n", " 5 Least deprived 511 \n", " Unknown 112 \n", - "BMI 30+ 798 \n", - " under 30 1,876 \n", - "Chronic cardiac disease no 2,653 \n", - " yes 21 \n", - "Current COPD no 2,646 \n", + "BMI 30+ 791 \n", + " under 30 1,911 \n", + "Chronic cardiac disease no 2,674 \n", " yes 28 \n", - "DMARDs no 2,639 \n", - " yes 35 \n", - "Dementia no 2,653 \n", + "Current COPD no 2,681 \n", " yes 21 \n", - "Psychosis, schizophrenia, or bipolar no 2,646 \n", - " yes 28 \n", - "SSRI (last 12 months) no 2,639 \n", - " yes 28 \n", - "Chemo or radiotherapy no 2,639 \n", + "DMARDs no 2,674 \n", " yes 35 \n", - "Cancer (lung) no 2,660 \n", - "Cancer (excluding lung/haem) no 2,646 \n", + "Dementia no 2,681 \n", + " yes 28 \n", + "Psychosis, schizophrenia, or bipolar no 2,681 \n", " yes 21 \n", - "Cancer (haematological) no 2,639 \n", + "SSRI (last 12 months) no 2,667 \n", " yes 35 \n", - "brand of first dose Unknown 1,302 " + "Chemo or radiotherapy no 2,681 \n", + " yes 28 \n", + "Cancer (lung) no 2,681 \n", + "Cancer (excluding lung/haem) no 2,660 \n", + " yes 42 \n", + "Cancer (haematological) no 2,681 \n", + " yes 21 \n", + "brand of first dose Unknown 1,309 " ] }, "metadata": {}, @@ -5795,7 +5917,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -5853,7 +5975,7 @@ " \n", " \n", " \n", - " Second Doses due at 25 May (n)\n", + " Second Doses due at 03 Sep (n)\n", " Second doses overdue (n)\n", " Second doses given (n)\n", " Second doses given (% of due)\n", @@ -5873,174 +5995,174 @@ " \n", " overall\n", " overall\n", - " 629\n", - " 460\n", - " 169\n", - " 26.9\n", - " 3,024\n", + " 988\n", + " 685\n", + " 303\n", + " 30.7\n", + " 2,982\n", " \n", " \n", " Sex\n", " F\n", - " 336\n", - " 252\n", - " 84\n", - " 25.0\n", + " 518\n", + " 364\n", + " 154\n", + " 29.7\n", " 1,554\n", " \n", " \n", " M\n", - " 294\n", - " 210\n", - " 84\n", - " 28.6\n", - " 1,470\n", + " 469\n", + " 322\n", + " 147\n", + " 31.3\n", + " 1,428\n", " \n", " \n", " Ethnicity (broad categories)\n", " Black\n", - " 112\n", - " 84\n", - " 28\n", - " 25.0\n", - " 476\n", + " 168\n", + " 119\n", + " 49\n", + " 29.2\n", + " 490\n", " \n", " \n", " Mixed\n", - " 126\n", - " 84\n", - " 42\n", - " 33.3\n", - " 560\n", + " 168\n", + " 119\n", + " 49\n", + " 29.2\n", + " 504\n", " \n", " \n", " Other\n", - " 112\n", - " 84\n", - " 28\n", - " 25.0\n", + " 175\n", + " 119\n", + " 56\n", + " 32.0\n", " 539\n", " \n", " \n", " South Asian\n", - " 98\n", - " 77\n", - " 21\n", - " 21.4\n", - " 504\n", + " 175\n", + " 126\n", + " 49\n", + " 28.0\n", + " 518\n", " \n", " \n", " Unknown\n", - " 91\n", - " 70\n", - " 21\n", - " 23.1\n", - " 455\n", + " 140\n", + " 98\n", + " 42\n", + " 30.0\n", + " 441\n", " \n", " \n", " White\n", - " 98\n", - " 70\n", - " 28\n", - " 28.6\n", - " 483\n", + " 168\n", + " 112\n", + " 56\n", + " 33.3\n", + " 490\n", " \n", " \n", " ethnicity 16 groups\n", " African\n", - " 35\n", - " 28\n", - " 7\n", - " 20.0\n", - " 161\n", + " 56\n", + " 42\n", + " 14\n", + " 25.0\n", + " 182\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", + " 49\n", " 28\n", " 21\n", - " 7\n", - " 25.0\n", - " 126\n", + " 42.9\n", + " 161\n", " \n", " \n", " Caribbean\n", - " 35\n", + " 42\n", " 28\n", - " 7\n", - " 20.0\n", - " 147\n", + " 14\n", + " 33.3\n", + " 133\n", " \n", " \n", " Chinese\n", + " 49\n", " 35\n", - " 28\n", - " 7\n", - " 20.0\n", - " 168\n", + " 14\n", + " 28.6\n", + " 161\n", " \n", " \n", " Other\n", - " 35\n", - " 28\n", - " 7\n", - " 20.0\n", - " 168\n", + " 63\n", + " 49\n", + " 14\n", + " 22.2\n", + " 161\n", " \n", " \n", " Other Asian\n", - " 42\n", - " 28\n", - " 14\n", - " 33.3\n", - " 161\n", + " 56\n", + " 35\n", + " 21\n", + " 37.5\n", + " 168\n", " \n", " \n", " British or Mixed British\n", - " 42\n", - " 35\n", - " 7\n", - " 16.7\n", - " 161\n", + " 63\n", + " 49\n", + " 14\n", + " 22.2\n", + " 168\n", " \n", " \n", " Indian or British Indian\n", - " 35\n", - " 28\n", - " 7\n", - " 20.0\n", - " 175\n", + " 63\n", + " 42\n", + " 21\n", + " 33.3\n", + " 168\n", " \n", " \n", " Irish\n", - " 28\n", - " 21\n", - " 7\n", - " 25.0\n", - " 168\n", + " 49\n", + " 35\n", + " 14\n", + " 28.6\n", + " 140\n", " \n", " \n", " Other Black\n", " 42\n", - " 28\n", - " 14\n", - " 33.3\n", - " 182\n", + " 35\n", + " 7\n", + " 16.7\n", + " 133\n", " \n", " \n", " Other White\n", - " 35\n", - " 28\n", - " 7\n", - " 20.0\n", - " 161\n", + " 63\n", + " 42\n", + " 21\n", + " 33.3\n", + " 168\n", " \n", " \n", " Other mixed\n", - " 35\n", + " 42\n", " 28\n", - " 7\n", - " 20.0\n", - " 161\n", + " 14\n", + " 33.3\n", + " 147\n", " \n", " \n", " Pakistani or British Pakistani\n", @@ -6048,114 +6170,114 @@ " 35\n", " 14\n", " 28.6\n", - " 189\n", + " 168\n", " \n", " \n", " Unknown\n", - " 70\n", - " 49\n", - " 21\n", - " 30.0\n", - " 434\n", + " 133\n", + " 91\n", + " 42\n", + " 31.6\n", + " 427\n", " \n", " \n", " White + Asian\n", + " 49\n", " 35\n", - " 21\n", " 14\n", - " 40.0\n", - " 147\n", + " 28.6\n", + " 154\n", " \n", " \n", " White + Black African\n", + " 49\n", " 35\n", - " 35\n", - " 0\n", - " 0.0\n", - " 161\n", + " 14\n", + " 28.6\n", + " 168\n", " \n", " \n", " White + Black Caribbean\n", - " 35\n", - " 21\n", + " 63\n", + " 49\n", " 14\n", - " 40.0\n", - " 161\n", + " 22.2\n", + " 168\n", " \n", " \n", " Index of Multiple Deprivation (quintiles)\n", " 1 Most deprived\n", - " 112\n", - " 84\n", - " 28\n", - " 25.0\n", - " 553\n", + " 182\n", + " 126\n", + " 56\n", + " 30.8\n", + " 574\n", " \n", " \n", " 2\n", - " 147\n", - " 105\n", - " 42\n", - " 28.6\n", - " 588\n", + " 182\n", + " 119\n", + " 63\n", + " 34.6\n", + " 574\n", " \n", " \n", " 3\n", - " 119\n", - " 84\n", - " 35\n", - " 29.4\n", - " 567\n", + " 196\n", + " 133\n", + " 63\n", + " 32.1\n", + " 546\n", " \n", " \n", " 4\n", + " 182\n", " 126\n", - " 91\n", - " 35\n", - " 27.8\n", - " 623\n", + " 56\n", + " 30.8\n", + " 574\n", " \n", " \n", " 5 Least deprived\n", - " 105\n", - " 77\n", - " 28\n", - " 26.7\n", - " 546\n", + " 189\n", + " 140\n", + " 49\n", + " 25.9\n", + " 567\n", " \n", " \n", " Unknown\n", + " 49\n", + " 28\n", " 21\n", - " 14\n", - " 7\n", - " 33.3\n", - " 140\n", + " 42.9\n", + " 147\n", " \n", " \n", " BMI\n", " 30+\n", + " 301\n", " 203\n", - " 147\n", - " 56\n", - " 27.6\n", - " 959\n", + " 98\n", + " 32.6\n", + " 882\n", " \n", " \n", " under 30\n", - " 427\n", - " 308\n", - " 119\n", - " 27.9\n", - " 2,065\n", + " 693\n", + " 483\n", + " 210\n", + " 30.3\n", + " 2,100\n", " \n", " \n", " Chronic cardiac disease\n", " no\n", - " 616\n", - " 448\n", - " 168\n", - " 27.3\n", - " 2,982\n", + " 980\n", + " 679\n", + " 301\n", + " 30.7\n", + " 2,954\n", " \n", " \n", " yes\n", @@ -6163,42 +6285,33 @@ " 14\n", " 0\n", " 0.0\n", - " 42\n", + " 28\n", " \n", " \n", " Current COPD\n", " no\n", - " 623\n", - " 455\n", - " 168\n", - " 27.0\n", - " 2,996\n", + " 980\n", + " 679\n", + " 301\n", + " 30.7\n", + " 2,961\n", " \n", " \n", " yes\n", + " 7\n", + " 7\n", " 0\n", - " 0\n", - " 0\n", - " NaN\n", + " 0.0\n", " 21\n", " \n", " \n", - " DMARDs\n", - " no\n", - " 623\n", - " 455\n", - " 168\n", - " 27.0\n", - " 2,989\n", - " \n", - " \n", - " Psychosis, schizophrenia, or bipolar\n", + " DMARDs\n", " no\n", - " 623\n", - " 455\n", - " 168\n", - " 27.0\n", - " 2,996\n", + " 980\n", + " 679\n", + " 301\n", + " 30.7\n", + " 2,961\n", " \n", " \n", " yes\n", @@ -6206,286 +6319,295 @@ " 0\n", " 0\n", " NaN\n", - " 28\n", + " 21\n", " \n", " \n", - " SSRI (last 12 months)\n", + " Psychosis, schizophrenia, or bipolar\n", " no\n", - " 623\n", - " 455\n", - " 168\n", - " 27.0\n", - " 2,989\n", + " 973\n", + " 679\n", + " 294\n", + " 30.2\n", + " 2,940\n", " \n", " \n", " yes\n", - " 7\n", - " 7\n", + " 14\n", + " 14\n", " 0\n", " 0.0\n", - " 35\n", + " 42\n", " \n", " \n", - " brand of first dose\n", - " Pfizer\n", - " 0\n", - " 0\n", - " 0\n", - " NaN\n", + " SSRI (last 12 months)\n", + " no\n", + " 973\n", + " 672\n", + " 301\n", + " 30.9\n", + " 2,954\n", + " \n", + " \n", + " yes\n", + " 14\n", + " 14\n", " 0\n", + " 0.0\n", + " 28\n", " \n", " \n", + " brand of first dose\n", " Unknown\n", - " 623\n", - " 455\n", - " 168\n", - " 27.0\n", - " 1,477\n", + " 987\n", + " 686\n", + " 301\n", + " 30.5\n", + " 1,533\n", " \n", " \n", "\n", "" ], "text/plain": [ - " Second Doses due at 25 May (n) \\\n", + " Second Doses due at 03 Sep (n) \\\n", "Category Group \n", - "overall overall 629 \n", - "Sex F 336 \n", - " M 294 \n", - "Ethnicity (broad categories) Black 112 \n", - " Mixed 126 \n", - " Other 112 \n", - " South Asian 98 \n", - " Unknown 91 \n", - " White 98 \n", - "ethnicity 16 groups African 35 \n", - " Bangladeshi or British Bangladeshi 28 \n", - " Caribbean 35 \n", - " Chinese 35 \n", - " Other 35 \n", - " Other Asian 42 \n", - " British or Mixed British 42 \n", - " Indian or British Indian 35 \n", - " Irish 28 \n", + "overall overall 988 \n", + "Sex F 518 \n", + " M 469 \n", + "Ethnicity (broad categories) Black 168 \n", + " Mixed 168 \n", + " Other 175 \n", + " South Asian 175 \n", + " Unknown 140 \n", + " White 168 \n", + "ethnicity 16 groups African 56 \n", + " Bangladeshi or British Bangladeshi 49 \n", + " Caribbean 42 \n", + " Chinese 49 \n", + " Other 63 \n", + " Other Asian 56 \n", + " British or Mixed British 63 \n", + " Indian or British Indian 63 \n", + " Irish 49 \n", " Other Black 42 \n", - " Other White 35 \n", - " Other mixed 35 \n", + " Other White 63 \n", + " Other mixed 42 \n", " Pakistani or British Pakistani 49 \n", - " Unknown 70 \n", - " White + Asian 35 \n", - " White + Black African 35 \n", - " White + Black Caribbean 35 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 112 \n", - " 2 147 \n", - " 3 119 \n", - " 4 126 \n", - " 5 Least deprived 105 \n", - " Unknown 21 \n", - "BMI 30+ 203 \n", - " under 30 427 \n", - "Chronic cardiac disease no 616 \n", + " Unknown 133 \n", + " White + Asian 49 \n", + " White + Black African 49 \n", + " White + Black Caribbean 63 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 182 \n", + " 2 182 \n", + " 3 196 \n", + " 4 182 \n", + " 5 Least deprived 189 \n", + " Unknown 49 \n", + "BMI 30+ 301 \n", + " under 30 693 \n", + "Chronic cardiac disease no 980 \n", " yes 14 \n", - "Current COPD no 623 \n", - " yes 0 \n", - "DMARDs no 623 \n", - "Psychosis, schizophrenia, or bipolar no 623 \n", - " yes 0 \n", - "SSRI (last 12 months) no 623 \n", + "Current COPD no 980 \n", " yes 7 \n", - "brand of first dose Pfizer 0 \n", - " Unknown 623 \n", + "DMARDs no 980 \n", + " yes 0 \n", + "Psychosis, schizophrenia, or bipolar no 973 \n", + " yes 14 \n", + "SSRI (last 12 months) no 973 \n", + " yes 14 \n", + "brand of first dose Unknown 987 \n", "\n", " Second doses overdue (n) \\\n", "Category Group \n", - "overall overall 460 \n", - "Sex F 252 \n", - " M 210 \n", - "Ethnicity (broad categories) Black 84 \n", - " Mixed 84 \n", - " Other 84 \n", - " South Asian 77 \n", - " Unknown 70 \n", - " White 70 \n", - "ethnicity 16 groups African 28 \n", - " Bangladeshi or British Bangladeshi 21 \n", + "overall overall 685 \n", + "Sex F 364 \n", + " M 322 \n", + "Ethnicity (broad categories) Black 119 \n", + " Mixed 119 \n", + " Other 119 \n", + " South Asian 126 \n", + " Unknown 98 \n", + " White 112 \n", + "ethnicity 16 groups African 42 \n", + " Bangladeshi or British Bangladeshi 28 \n", " Caribbean 28 \n", - " Chinese 28 \n", - " Other 28 \n", - " Other Asian 28 \n", - " British or Mixed British 35 \n", - " Indian or British Indian 28 \n", - " Irish 21 \n", - " Other Black 28 \n", - " Other White 28 \n", + " Chinese 35 \n", + " Other 49 \n", + " Other Asian 35 \n", + " British or Mixed British 49 \n", + " Indian or British Indian 42 \n", + " Irish 35 \n", + " Other Black 35 \n", + " Other White 42 \n", " Other mixed 28 \n", " Pakistani or British Pakistani 35 \n", - " Unknown 49 \n", - " White + Asian 21 \n", + " Unknown 91 \n", + " White + Asian 35 \n", " White + Black African 35 \n", - " White + Black Caribbean 21 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 84 \n", - " 2 105 \n", - " 3 84 \n", - " 4 91 \n", - " 5 Least deprived 77 \n", - " Unknown 14 \n", - "BMI 30+ 147 \n", - " under 30 308 \n", - "Chronic cardiac disease no 448 \n", + " White + Black Caribbean 49 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 126 \n", + " 2 119 \n", + " 3 133 \n", + " 4 126 \n", + " 5 Least deprived 140 \n", + " Unknown 28 \n", + "BMI 30+ 203 \n", + " under 30 483 \n", + "Chronic cardiac disease no 679 \n", " yes 14 \n", - "Current COPD no 455 \n", - " yes 0 \n", - "DMARDs no 455 \n", - "Psychosis, schizophrenia, or bipolar no 455 \n", - " yes 0 \n", - "SSRI (last 12 months) no 455 \n", + "Current COPD no 679 \n", " yes 7 \n", - "brand of first dose Pfizer 0 \n", - " Unknown 455 \n", + "DMARDs no 679 \n", + " yes 0 \n", + "Psychosis, schizophrenia, or bipolar no 679 \n", + " yes 14 \n", + "SSRI (last 12 months) no 672 \n", + " yes 14 \n", + "brand of first dose Unknown 686 \n", "\n", " Second doses given (n) \\\n", "Category Group \n", - "overall overall 169 \n", - "Sex F 84 \n", - " M 84 \n", - "Ethnicity (broad categories) Black 28 \n", - " Mixed 42 \n", - " Other 28 \n", - " South Asian 21 \n", - " Unknown 21 \n", - " White 28 \n", - "ethnicity 16 groups African 7 \n", - " Bangladeshi or British Bangladeshi 7 \n", - " Caribbean 7 \n", - " Chinese 7 \n", - " Other 7 \n", - " Other Asian 14 \n", - " British or Mixed British 7 \n", - " Indian or British Indian 7 \n", - " Irish 7 \n", - " Other Black 14 \n", - " Other White 7 \n", - " Other mixed 7 \n", + "overall overall 303 \n", + "Sex F 154 \n", + " M 147 \n", + "Ethnicity (broad categories) Black 49 \n", + " Mixed 49 \n", + " Other 56 \n", + " South Asian 49 \n", + " Unknown 42 \n", + " White 56 \n", + "ethnicity 16 groups African 14 \n", + " Bangladeshi or British Bangladeshi 21 \n", + " Caribbean 14 \n", + " Chinese 14 \n", + " Other 14 \n", + " Other Asian 21 \n", + " British or Mixed British 14 \n", + " Indian or British Indian 21 \n", + " Irish 14 \n", + " Other Black 7 \n", + " Other White 21 \n", + " Other mixed 14 \n", " Pakistani or British Pakistani 14 \n", - " Unknown 21 \n", + " Unknown 42 \n", " White + Asian 14 \n", - " White + Black African 0 \n", + " White + Black African 14 \n", " White + Black Caribbean 14 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 28 \n", - " 2 42 \n", - " 3 35 \n", - " 4 35 \n", - " 5 Least deprived 28 \n", - " Unknown 7 \n", - "BMI 30+ 56 \n", - " under 30 119 \n", - "Chronic cardiac disease no 168 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 56 \n", + " 2 63 \n", + " 3 63 \n", + " 4 56 \n", + " 5 Least deprived 49 \n", + " Unknown 21 \n", + "BMI 30+ 98 \n", + " under 30 210 \n", + "Chronic cardiac disease no 301 \n", " yes 0 \n", - "Current COPD no 168 \n", + "Current COPD no 301 \n", " yes 0 \n", - "DMARDs no 168 \n", - "Psychosis, schizophrenia, or bipolar no 168 \n", + "DMARDs no 301 \n", " yes 0 \n", - "SSRI (last 12 months) no 168 \n", + "Psychosis, schizophrenia, or bipolar no 294 \n", " yes 0 \n", - "brand of first dose Pfizer 0 \n", - " Unknown 168 \n", + "SSRI (last 12 months) no 301 \n", + " yes 0 \n", + "brand of first dose Unknown 301 \n", "\n", " Second doses given (% of due) \\\n", "Category Group \n", - "overall overall 26.9 \n", - "Sex F 25.0 \n", - " M 28.6 \n", - "Ethnicity (broad categories) Black 25.0 \n", - " Mixed 33.3 \n", - " Other 25.0 \n", - " South Asian 21.4 \n", - " Unknown 23.1 \n", - " White 28.6 \n", - "ethnicity 16 groups African 20.0 \n", - " Bangladeshi or British Bangladeshi 25.0 \n", - " Caribbean 20.0 \n", - " Chinese 20.0 \n", - " Other 20.0 \n", - " Other Asian 33.3 \n", - " British or Mixed British 16.7 \n", - " Indian or British Indian 20.0 \n", - " Irish 25.0 \n", - " Other Black 33.3 \n", - " Other White 20.0 \n", - " Other mixed 20.0 \n", - " Pakistani or British Pakistani 28.6 \n", + "overall overall 30.7 \n", + "Sex F 29.7 \n", + " M 31.3 \n", + "Ethnicity (broad categories) Black 29.2 \n", + " Mixed 29.2 \n", + " Other 32.0 \n", + " South Asian 28.0 \n", " Unknown 30.0 \n", - " White + Asian 40.0 \n", - " White + Black African 0.0 \n", - " White + Black Caribbean 40.0 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 25.0 \n", - " 2 28.6 \n", - " 3 29.4 \n", - " 4 27.8 \n", - " 5 Least deprived 26.7 \n", - " Unknown 33.3 \n", - "BMI 30+ 27.6 \n", - " under 30 27.9 \n", - "Chronic cardiac disease no 27.3 \n", + " White 33.3 \n", + "ethnicity 16 groups African 25.0 \n", + " Bangladeshi or British Bangladeshi 42.9 \n", + " Caribbean 33.3 \n", + " Chinese 28.6 \n", + " Other 22.2 \n", + " Other Asian 37.5 \n", + " British or Mixed British 22.2 \n", + " Indian or British Indian 33.3 \n", + " Irish 28.6 \n", + " Other Black 16.7 \n", + " Other White 33.3 \n", + " Other mixed 33.3 \n", + " Pakistani or British Pakistani 28.6 \n", + " Unknown 31.6 \n", + " White + Asian 28.6 \n", + " White + Black African 28.6 \n", + " White + Black Caribbean 22.2 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 30.8 \n", + " 2 34.6 \n", + " 3 32.1 \n", + " 4 30.8 \n", + " 5 Least deprived 25.9 \n", + " Unknown 42.9 \n", + "BMI 30+ 32.6 \n", + " under 30 30.3 \n", + "Chronic cardiac disease no 30.7 \n", " yes 0.0 \n", - "Current COPD no 27.0 \n", - " yes NaN \n", - "DMARDs no 27.0 \n", - "Psychosis, schizophrenia, or bipolar no 27.0 \n", + "Current COPD no 30.7 \n", + " yes 0.0 \n", + "DMARDs no 30.7 \n", " yes NaN \n", - "SSRI (last 12 months) no 27.0 \n", + "Psychosis, schizophrenia, or bipolar no 30.2 \n", " yes 0.0 \n", - "brand of first dose Pfizer NaN \n", - " Unknown 27.0 \n", + "SSRI (last 12 months) no 30.9 \n", + " yes 0.0 \n", + "brand of first dose Unknown 30.5 \n", "\n", " Total population \n", "Category Group \n", - "overall overall 3,024 \n", + "overall overall 2,982 \n", "Sex F 1,554 \n", - " M 1,470 \n", - "Ethnicity (broad categories) Black 476 \n", - " Mixed 560 \n", + " M 1,428 \n", + "Ethnicity (broad categories) Black 490 \n", + " Mixed 504 \n", " Other 539 \n", - " South Asian 504 \n", - " Unknown 455 \n", - " White 483 \n", - "ethnicity 16 groups African 161 \n", - " Bangladeshi or British Bangladeshi 126 \n", - " Caribbean 147 \n", - " Chinese 168 \n", - " Other 168 \n", - " Other Asian 161 \n", - " British or Mixed British 161 \n", - " Indian or British Indian 175 \n", - " Irish 168 \n", - " Other Black 182 \n", - " Other White 161 \n", - " Other mixed 161 \n", - " Pakistani or British Pakistani 189 \n", - " Unknown 434 \n", - " White + Asian 147 \n", - " White + Black African 161 \n", - " White + Black Caribbean 161 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 553 \n", - " 2 588 \n", - " 3 567 \n", - " 4 623 \n", - " 5 Least deprived 546 \n", - " Unknown 140 \n", - "BMI 30+ 959 \n", - " under 30 2,065 \n", - "Chronic cardiac disease no 2,982 \n", - " yes 42 \n", - "Current COPD no 2,996 \n", + " South Asian 518 \n", + " Unknown 441 \n", + " White 490 \n", + "ethnicity 16 groups African 182 \n", + " Bangladeshi or British Bangladeshi 161 \n", + " Caribbean 133 \n", + " Chinese 161 \n", + " Other 161 \n", + " Other Asian 168 \n", + " British or Mixed British 168 \n", + " Indian or British Indian 168 \n", + " Irish 140 \n", + " Other Black 133 \n", + " Other White 168 \n", + " Other mixed 147 \n", + " Pakistani or British Pakistani 168 \n", + " Unknown 427 \n", + " White + Asian 154 \n", + " White + Black African 168 \n", + " White + Black Caribbean 168 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 574 \n", + " 2 574 \n", + " 3 546 \n", + " 4 574 \n", + " 5 Least deprived 567 \n", + " Unknown 147 \n", + "BMI 30+ 882 \n", + " under 30 2,100 \n", + "Chronic cardiac disease no 2,954 \n", + " yes 28 \n", + "Current COPD no 2,961 \n", + " yes 21 \n", + "DMARDs no 2,961 \n", " yes 21 \n", - "DMARDs no 2,989 \n", - "Psychosis, schizophrenia, or bipolar no 2,996 \n", + "Psychosis, schizophrenia, or bipolar no 2,940 \n", + " yes 42 \n", + "SSRI (last 12 months) no 2,954 \n", " yes 28 \n", - "SSRI (last 12 months) no 2,989 \n", - " yes 35 \n", - "brand of first dose Pfizer 0 \n", - " Unknown 1,477 " + "brand of first dose Unknown 1,533 " ] }, "metadata": {}, @@ -6579,7 +6701,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAtcAAAIRCAYAAACBP5H0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nOzdd7wcVf3/8dc7AaSFHkqABAVEitTQvipFAQERBEVF6SDgz4IiKCIqiIgNRUWlS1OkiYKCgFIt1ABSlV5CDTV0Ap/fH+csmSx7987dcmf35v18PPZxd2dmZz4ze/czZ8+cOUcRgZmZmZmZtW9U1QGYmZmZmY0ULlybmZmZmXWIC9dmZmZmZh3iwrWZmZmZWYe4cG1mZmZm1iEuXJuZmZmZdYgL1zMZSTtL+scQlr9P0kbdjKnXSdpA0kNdXP9pkj7SrfUXtrOcpBslTZX0xZLvCUnLdDu2sjr5WUi6RtKKnViXWbc4Zw+dc7ZzdtVcuO4wSe+V9C9Jz0p6StI/Ja1ZdVzWmyStDKwC/Cm/XkXSrZKmSNqnsNyskq6WtGQbm/sqcGlEjImInzeI5TJJu7ex/n7zY+A7VQdh1XLOtqFwzq5U3+RsF647SNI8wJ+BXwALAIsDBwOvVBmXlSdplmHe5J7Ab2P6aE6HAfuSkvc3JC2ap+8DnB0RD7axrQnArW28f6Q5F9iwcIxtJuOc3f+cs2cq/ZOzI8KPDj2AicAzgyyzK3A78DRwITChMG9F4GLgKeAx4IA8/W3AEcDD+XEE8LY8bwPgIeArwOPAI8AuhXUuSPqHfA64BjgE+EeT+HYA7geeBL4B3AdsVCKOhUgnqWdy/FcCo/K8ccDZwBPAvcAXC9tbC7gux/cY8JMmsX0GuCuv/1xgXJ7+a+DHdcv+CdinxPYPAs4CTs0x7A7MAZyYP6PbgP2AhwrvCWCZwusTge8WXm8B3JiPxb+AlZvs0z3Aewuvby8c06vy8ZmQP7tZS/wPbklKxs8AlwHL5+mXAK8DLwPPA++se9+hdfOPLOzrXsCdeZ2/BJTnjQIOzP8vjwMnA/PmebPnY/pkft+1wCJ53rzA8aT/1cnAd4HRA+xPVz8L0vdtp6pzhx/VPHDOds4O5+w8zzm7k7ml6gBG0gOYJ/9jngRsBsxfN38rUqJZHpgl/5P/K88bk/9xv5L/yccAa+d538lf2oWBsfkf7pA8bwNgWl5mVmBz4MXatoHfA2cAcwEr5S9Gw0QNrJC/pOuRkvJP8ro3KhHHYcBROYZZgfcByl/m64FvAbMB7yAlpw/m9/0b2CE/nxtYZ4DY3g9MAVbPsf0CuCLPWw94kOkJZH7gJVKCHmz7BwGvAR/Jy84BfJ90olkAWBK4hZLJAViNlLTWBkYDO5FOdm9rsE9z5XWNLUw7E/gwsATwKOlE+0dg/RL/f+8EXgA2zp/BV0n/b7Pl+ZcBuzd5/1vm5/j+DMwHjCed7DbN83bN639H/uz+AJyS5+0JnAfMmY/DGsA8ed45wNF5/xcmnYT2HCCmrn4WwM9pUjjwY2Q/cM52znbOds7uRm6pOoCR9iAl4RNJNRPTSL/Wa7/+LgB2Kyw7ipRUJwDbATcMsM67gc0Lrz8I3Jefb0BKSrMU5j8OrJP/OV8D3lWY9z0GTtTfAn5feD0X8CrTE3WzOL5DqnlYpm6dawMP1E37OvCb/PwK0mXYhQY5rscDPyy8njvv21KkE8IDwHp53meAS0pu/yBywi/Mv4ecjPLrPYaQHH5NPnkV5v+XBomWdAk6gNkL0yYA5wOT8v/ElsAppCT5J+ByYNsBjtE3gTPq/r8mAxvk15fRWqIu1tKcAeyfn/8d+H+Fecvlz2QWUhJvVOuwCOmS+xyFaduR2hU2iqmrnwWp9ueEoX7P/Rg5D5yznbOds52zO/xwm+sOi4jbI2LniFiCVOswjnQpDtKX8GeSnpFUuxQn0hd2SVIibGQc6TJOzf15Ws2TETGt8PpFUiIbS/rSPFj33oGMKy4bES+QanXKxPEj0i/iiyTdI2n/PH0CMK62z3m/DyB9YQF2I/16v0PStZK2aBLbm9uOiOdzbItH+sb9nvSFB/gU8NuS24cZj89bjgPNj1m9CcBX6ra3JDN+XjXP5L9jCvt1f0RsHhGrkxLzIaT2fD8GTicl7p9IWqDB+uqP0Rt5PxYfQvyNPFp4Xvvfesv28vNZSMf2FNIl9N9LeljSDyXNSjo+swKPFI7P0aTakEa6/VmMYfrnYDMh52znbJyznbM7zIXrLoqIO0i/ylbKkx4kXUqZr/CYIyL+lee9Y4BVPUz6p6sZn6cN5glSTUzxbuXxTZZ/pLispDlJl7gGjSMipkbEVyLiHaRkso+kD5D26966fR4TEZvn990ZEduRvqg/AM6SNFeD2GbYdl5mQdKvfIDTgI9JmkCq+Tg7T2+6/SyaHQfeesxeJF06qyneXPEgcGjd9uaMiNPqdyifCO8mnaga+RZwbEQ8BrwbuC4iniXVsDXqaqn+GCnvx+QGyzZSfxwG0+j/YRrwWES8FhEHR8QKwP+R2tHtSDo+r5BqvWrHZ56IGKh7pW5/FssDN5XbXRvpnLOds52znbM7wYXrDpL0LklfkbREfr0k6Zf5VXmRo4Cv1/pplDSvpG3zvD8Di0n6kqS3SRojae087zTgQEljJS1E+gKfOlg8EfE6qU3VQZLmlLQCqQ3TQM4CtshdU81GumxY/B8ZMA5JW0haJieHZ0k3WrxBaps1VdLXJM0habSklWpdXUnaXtLY/Iu99mv0jQaxnQbsImlVSW8jXSq9OiLuy/t6A6l933HAhRFRW1fT7Q/gDNLnNH/+LL9QN/9G4FN5XZsC6xfmHQvsJWltJXNJ+pCkMTR2ft37ycdlBdLl41/nSfcC75e0CLAs6ZJqo7g/JOkDucbhK6Sk+K8m+1r0GAMXFho5DfiypLdLmpv0mZweEdMkbSjp3ZJGk246eg14IyIeAS4CDpc0j6RRkpaW9JZjUNinrnwWkmYntSu8eAj7bCOIc7ZzNs7ZztndUN9OxI/WH6RLOWeQfnW+kP8eTb4pIC+zA3Az6Z/3QQpth0i1JX8n3WX7KNPbSc1OasT/SH78nNzmi3zneV0c9zG9zd1Y0kmg7J3nO5GSQKM7z5vF8eW87AukX+nfLKxzHOlL/Wjet6sK6zyV1N7wedId0x9pEttepFqDp/I+LVE3/5ukX/Lb1k1vtv2DgFPrlp+TdBf1MzS+23lijnUq6VLaacx4t/OmpDutn8nH6UxgzAD7tFJel+qmX0q+OSq/XiXHMoV8R/0A69s6L/csqa3fioV5l9G8/d66wP/yMfp5ntasfdwo0sn6QVKN26lMvylrO1JbuRdIJ4Cfk9uYku48/3X+P3kWuAH45AAxde2zALYF/lB13vCjugfO2ffhnN00TzTYJ+ds5+xBH7U7dc2sIpJ+R7qp5Y9VxzIzkXQ16Wa1W6qOxcz6h3N2NfopZ7twbWZmZmbWIW5zbWZmZmbWIS5cm5mZmZl1iAvXZmZmZmYd4sL1CCApJDXqQ7Pb210qb3uWFt9/q6QNSiz3vKShdDc02PoOk/Sl/HwDSQ91at0txHKipO9Wtf1ukPRpSRe1uY6VJZXtjsqsqapyZC/EIek9ku7MefQjXdxO030rm+/zsvdJ2qhjwXVZp89RhfW+T9J/O73ewvr/KWm1DqynrTglHSDpuPy8rXJFXsfbJN0haWyr62iXC9f2Jkk7S3o9J4riY1ye39GEFxErRsRlJZabOyLuyTG0VRjNX7YdSd1tjUj5c/xHVduPiN9GxCZtruM/wDOSPtyhsMzaVvV3q0XfAY7MefQtvVvkvP6qUj/Yxek35ELOUkPdYKM8XTbftyNXlrxROHc9JOmMQfrIblvxHNWO+h8oEXFlRCzX7noH2NaHgamR+htvy1DibFShFRHfi4jd242jsL5XgBOA/QdbtltcuLZ6/86JovgoM7JYv9gZOD8iXmrlzbmDfRtAO7UNDfwW2LOD6zObGU0g9SvczL1MH4ocSe9mxlH0+snDETE3aZjsdYA7gCuVRp/sqA7nu+G2F6mf6ZHqd8BOSgMYDTsXrkeOzSXdI2mKpB/lUZRmk/RUTpQASFpY0otDvVwi6RTSMKbn5RqBrxZmf1rSA3nb3yi856Bca3CypKn5suDEwvw3a8KVRms6QNLdednrlUZLe/PXvKQ9gE8DX80xnCdpP0lnF2JB0s8l/WyAXdmM1FF//f4dkOO/T9KnC9NPlPRrSedLegHYUGmUtpMlPSHpfkkHShqVl19a0iWSnszr+62k+QrrW03SpLyPp5MGeWh23D8j6fa8/G2SVs/T9y8cq9skbZ2nL08aVW7dfIyeydPfJunH+XN6TNJRkuYobOerkh6R9LCk3Ys1KIPs785KlxZ/KulJ0shyM9TuKY2Cd3H+X/yvpI8X5m2e458qabKkfQu7fxnwgaqSo404Hc+ROV/sK+k/kp6VdLrSKHK1+fsVvle71r13wO+k0uiEVysX3iR9NufPhvki54m78r6cq+lXG+8mjeBXy9sDfZdOIV3Rq9mJNBBIcRuXSdq98LphLX6jPF04VrV8f5Cks/Lxmppz4ioD7NuoQr57UumcssAA+/GmSB6KiG+RRoH8QWGdzXLSifmzuDjHdrnSEO21+SHpc5LuBO4sTFtGaWTBR1WohJG0taT/5OdrSfq3pGfy/8WRSiNrIumK/Jab8nH7hOpqeSUtnz+HZ/L/w5Z1cf9S0l9y3FdLWnqAYzob8H4K50Kl0TBPlPR0zsn71W17hlp1Fa5ONIiz4fdC0lzABcA4Fa6M5/+HhiOYKp1/js/Ha7Kk79aObz7ml+dtTFE6p9Y+/4dIg+us02i9XVf1KDZ+tP8gjch0KbAAqQD8P/KoTsCvgB8Ult0bOG+A9exM85HA7iOPkpVfL5W3fSwwB2lEqleA5fP8g4CXgc2B0cBhwFWN1kcaxelmYDlAeV0LFvZvmfz8RGYczWkx0ohS8+XXs5BGD1tjgH14Aliz8HoDYBrwE+BtpKFYXwCWK2zvWeA9pB+js5NOOn8i1YwslY/3bnn5ZYCN87rGAlcAR+R5swH3k0ZGmxX4GGmI2e8OEOu2pBHj1szHZBlgQmHeuBzTJ3LMiw30OQI/Bc7N/yNjgPOAw/K8TUkjoa1Iqq06te6YN9vfnfPx+0I+9nMUtw/MRRoNbJc8fzXSiGUr5PmPAO/Lz+cHVq+L+zlg5aq/Y37094Mu5UhSDrsmfxcXAG4H9srzNiWNdLdS/h78ru571ew7OSrnjoNIQ2c/Daw2QEzvz9+p1Ul55xfAFXUxbtTk2NwHbEQanW95Uq5+iFTjHcBSebnLKIwW2OBYDJin6+PI+/UaKQfOCuxLqj2ftcGye5NGaFwi79/RwGkD7MsG1I1+WThGb+TPYbCcdCJp9MD18vZ+1mA/L86f2xwN9v1uYOPC8mcyfeTONUiFvVlIufR24EuNjmH9/uTjdBdwAOlc8v4cZ/Fc9SSwVl7/b4HfD3CcVgReqJv2feDKvF9LArcw48iKzUZ+3KBu2fsY+Hvxls+IwqibTC9X1EaHPCd/5nMBC+f17pnnnUYalbR2bn5v3XrPBb5YRc5xzfXI8YOIeCoiHgCOYPolvpOA7SQpv96B5peC1sm/imuPu0ts++CIeCkibgJuIhWMa/4REedHxOt5uw1rJ4DdgQMj4r+R3BQRTw624Yh4hHQS2jZP2hSYEhHXD/CW+UgJqd43I+KViLgc+Avw8cK8P0XEPyPiDdIJ4ZPA1yNiakTcBxxOOq5ExF0RcXFe1xOkQvv6eT3rkBLkERHxWkScRRrmdSC7Az+MiGvzMbkrIu7P2zkzIh6OiDci4nRSDcpajVaSP/s9gC/n/5GpwPfyfpD39TcRcWtEvEhKdLX3jm62v9nDEfGLiJgWb21uswVwX0T8Js+/ATib6Z/Xa8AKkuaJiKcjYlLd+6eSPjOzdnUqR9b7ef4uPkUqIK+ap9e+V7dExAvM+L1q+p3MuWZH4IukAsIPY+C2sZ8mDck+KVJb06+TrlwtNYR9gOm11xuTCkOTh/j+obo+Is6KiNdIeXJ2Gtcy7gV8I1It9Cuk4/gxDa1JxsOkCor5GDwnAfwlIq7I2/sG6XguWZh/WP7cGjUvPI38vyVpDKly6TSAiLg+Iq7K272PVGhcv8E6GlkHmBv4fkS8GhGXkIaU366wzDkRcU1ETCMVrldtsB5ofB78OHBo3q8HScOft2Og70VpkhYhHb8vRcQLEfE46Udp7dz1GulH4LiIeDki6q+kVHb+cOF65Hiw8Px+0i9GIuJq4EVgA0nvItV+nttkPVdFxHyFR8PLSnUeLTx/kZQABpo3+wBJcUnSL/5WnARsn59vT/MT49OkWqIZpuWTX82bxy8rHtuFSAXk++uWXxxSMpD0+3z56jlSLXDtRqFxwOSIiLr3DmTAYyJpR0k31n4EkWrHFmq0LKkGfU7g+sLyf83Ta3EV97H0/jZYvt4EYO3iDzZSYWDRPP+jpOR5f768t27d+8cAzzRZv1lZncqR9QbKf/Xfq+J3aLDvJLnwdSmpJu+XTbY/rrjuiHieVIO5+IDvaOwU4FOkGumTmy/aEW8em/xj4iFmzLs1E4BzCsfpduB1YJEhbGtxUm3oMwyek+pjex54ioHPCfV+B2yj1ARnG2BSrVJE0jsl/Tk3HXmO9INqoLxdbxzwYD5WNfW5uNm5uKjRebDZ/2srysbSzATS+eeRwmd1NKkGG+CrpB9N1+RmMrvWvb+y84cL1yNH8Vf1eNIv9Zpa4XMH4KyIeLnFbcTgi7TsQaBMQb5RDH8EVpa0EqlW4rdN3v8f4J110+bPbcFq6o9fcZtTmP5rubh8rZbne3n5d0fEPKTjXqsRewRYvFBDVnvvQBoeE6X2f8cCnyc1nZmPdAmvtt76YzQFeAlYsfCjad5IN/3U4lqisPySde9ttr+Ntle/D5fX/WCbOyI+C5Br5bciJcs/AmcU9nNx0uXPrnVFZTOV4ciRRY802GbNYN9JJH0IWBf4O/CjJtt5mML3M+eyBRlizXMuAN5L+rH7hwaLvMCMNzku2mCZN1dXYpNvHhuleziWYMbPpOZBYLO6HDJ7RAxl/7YmFXJfYJCc1CC2uUlNGwY6J8wgIm4jFUw3I/1Y+V1h9q9JN1gum88PBzA9bw/mYWDJfKxq6nNxWXeRLqAUC+bN/l8hFZDLfv7NDKUc8SCpqelChc9qnohYESAiHo2Iz0TEONLN77/SjN1BLk+6mj7sXLgeOfaTNH++dLU3cHph3qmk5LI97dVIPEa6OaYbjgMOkbSskpUlLVgmhnwiPIuUxK7Jl30Hcj6NL8MdrHRz0/tIBfQzG705UvOWM4BDJY3JBd19SMcY0i/l54Fnc+Lar/D2f5PaJ39R0qyStmGAphzZccC+ktbIx2SZvL25SAnqCQBJu5BqrmseA5ZQvlEm13QcC/xU0sL5PYtL+mBe/gxgF6WbZeYEvjmE/R3Mn4F3Stoh7/OsktbM25pNqU/sefOl4edI7SJr1gcuyZdmzdo1HDmy6AxgZ0kr5O/Vt2szBvtOKnWLdxypadhOwIclbT7Adk4jfX9XzbWl3wOuzjXfQ7Ub8P66K3k1N5JqZOfMBZjdmqynzLliDUnb5CuZXyIVoq5qsNxRpPwzAVJ3qpK2GmxHcs5cXNK3ScfxgDxrwJxUePvmkt6bc+ghpCu6zWqr6/2O9D+2HjOeS8aQ8tzz+SrJZ+ve1+y41a6wfDXHvAHwYeD3Q4gLgIh4FfgbM54LzwC+nr8jS5Duoym6EfiUUucDm1K+OUu9x4AFJc1bIs5HgIuAwyXNo3Rz69KS1geQtG2OFVJtfJDPIfn8uwCN/6e6zoXrkeNPwPWkL8BfgONrM3JSmET6x7tykPXUepkoPmp9hB4GHJgvz+zbbCUt+Anpy30RKfkcT7o5rt7xpDa6z0gq9tl6EvBuBm8reTIpcRbX/Sjpi/kwqdZ7r4i4o8k6vkCqxbkH+AcpkZ6Q5x1MurHoWdLn8GYNUE5o25Auuz5FuhGxUQ1RbfkzgUPz+qeSanYXyDUjh5MK64/l/f5n4a2XkLreelTSlDzta6Taiqvy5ci/kW4eJSIuILWvu7S2TH5PrVDbbH+bym1JNyG1kXuYdKx/QLpRCFJN4X05pr1Il2drPk06sZp1QqdyZCn5e3UE6ft4V/5bNOB3EjiGdK/H+ZHuPdkNOK5RhUNE/I30g/hsUu3j0kxvkzrUmO+OiOsGmP1T4FVSzjmJ5lcIB8rTRX8i5cCnSXlgm/wju97PSM10LpI0lZSf1m6y7XGSnidVclxLyo8bRMRFeR8Hy0mQcty3SXl6DaY3OyzrNKZXDkwpTN+XVJs9lfTj6vS69x0EnJSPW/G+n9r548OkGvEppBtxdxzkXNXM0cx478zBpBr3e0nn4fpz6d55+7VmNAN9rk3leE8D7sn72agpUNGOpCuYt5H+V84idWQA6Wb/q/PnfS6wd0zvb/xTwElVVc5oxuafNlJJOoF049mBVcfSDZLGky63LRoRzw2y7PeAxyPiiGEJrs/kGpxbgLflG2OqiGFl4OiIqG+DbdYVIz1H9hJJB5F6nhhqobXrJJ1I6s1ixP8fSPon8PlocLNsrhk/NSKWeMsbe1y+gnMTsF6+CXLY9XMH6FaS0l3j25C6HBpxlNqg7UPqdqhpwRogIg4YbJmZjVI/2eeT2tT9gNQVWSUFa3hzhEYXrG1YjPQcadZIRLyn6hi6IddWv6vKGLrWLETSCZIel3RLYdpBSr0o3JgfDduQSdpUqWP3uyRVNnzlSCDpEFIt5I8i4t6q4+k0pZt3niN1H/XtQRa3ge1J6h/8btKd+PVtAW0mMDPm7ZGeI81s+HWtWYik9Uhtnk6OiJXytIOA5yPix03eN5rUwf/GpK55rgW2y+1MzcysS5y3zcza17Wa64i4gnQzwFCtBdwVEffkBvy/Bwa9M9jMzNrjvG1m1r4qegv5vNJ48ydImr/B/MWZsSPzhxh6Z/hmZtY5zttmZiUN9w2Nvyb1GRn57+FA/Yg6QyJpD9Iwssw111xrvOtd5duw3zz52XY2Xdq7Fx+0O8e2Dce+DMd+wMjaF7Oyrr/++ikRMXbwJYddR/O2c3bifRkan3+GZiT9f/WqZjl7WAvXEfFY7bmkY0mdudebzIyjBC1BkxGIIuIYUp+gTJw4Ma67bqAuOt9qqf3/UnrZdlz3/Q91fRvDsS/DsR8wsvbFrCxJ7Q433BWdztvO2Yn3ZWh8/hmakfT/1aua5exhbRYiabHCy61Jd2jXuxZYVtLb8+hInyR1Dm5mZsPMedvMbGi6VnMt6TRgA2AhSQ+RuknbQNKqpMuL95G6/yKP0HNcRGweEdMkfR64EBgNnBARt3YrTjMzS5y3zcza17XCdURs12Dy8Q2mEREPA5sXXp9PGtDCzMyGifO2mVn7qugtxMzMzMxsRHLh2szMzMysQ0o1C5E0ClgFGAe8BNwSEY93MzAzM2uNc7aZWXWaFq4lLQ18DdgIuBN4ApgdeKekF4GjgZMi4o1uB2pmZs05Z5uZVW+wmuvvkgYQ2DMiojhD0sLAp4AdgJO6E56ZmQ2Bc7aZWcWaFq4HuHO8Nu9x4IiOR2RmZi1xzjYzq96QbmiUtIykUyWdLWndbgVlZmbtc842Mxt+g7W5nj0iXi5MOgT4an5+HrBqtwIzM7Ohcc42M6veYDXX50nasfD6NWApYALwereCMjOzljhnm5lVbLDC9abAPJL+Kmk9YF/gg8DWwKe7HZyZmQ2Jc7aZWcUGu6HxdeBISacA3wQ+CxwYEXcPR3BmZlaec7aZWfUGa3O9NrAf8CrwPdJgBIdKmgwcEhHPdD9EMzMrwznbzKx6g/VzfTSwOTA38JuIeA/wSUnrA6eTLjeamVlvcM42M6vYYIXraaSbYeYi1YQAEBGXA5d3LywzM2uBc7aZWcUGK1x/CtiTlKR3HGRZMzOrlnO2mVnFBitc3xkRX2m2gCTVD7Obp58AbAE8HhEr5Wk/Aj5MSvx3A7s0agMo6T5gKqnrqGkRMbHEvpiZzexaztl5nvO2mVmbBuuK71JJX5A0vjhR0myS3i/pJGCnAd57IqlbqKKLgZUiYmXgf8DXm2x7w4hY1QnazKy0dnI2OG+bmbWtTD/XrwOnSXpY0m2S7gHuBLYDjoiIExu9MSKuAJ6qm3ZRREzLL68ClmgneDMzm0HLORuct83MOmGwfq5fBn4F/ErSrMBCwEsd6s5pV9Ld6w03DVwkKYCjI+KYDmzPzGxE63LOBudtM7NBDdbm+k0R8RrwSCc2KukbpLvafzvAIu+NiMmSFgYulnRHrlFptK49gD0Axo8f32gRM7OZTidzNnQubztnm9lIN1izkI6TtDPphplPD3RTTURMzn8fB84B1hpofRFxTERMjIiJY8eO7ULEZmYzt07mbedsMxvphrVwLWlT4KvAlhHx4gDLzCVpTO05sAlwy/BFaWZmNc7bZmZDU7pwLWmCpI3y8zlqibTJ8qcB/waWk/SQpN2AI4ExpEuGN0o6Ki87TtL5+a2LAP+QdBNwDfCXiPjrkPfMzGwmNtScnZdz3jYza1OpNteSPkNqI7cAsDTpbvGjgA8M9J6I2K7B5OMHWPZh0pC9RMQ9wCpl4jIzs7dqJWeD87aZWSeUrbn+HPAe4DmAiLgTWLhbQZmZWVucs83MKlK2cP1KRLxaeyFpFlK3S2Zm1nucs83MKlK2cH25pAOAOSRtDJwJnNe9sMzMrA3O2WZmFSlbuN4feAK4GdgTOB84sFtBmZlZW5yzzcwqUuqGxoh4Azg2P8zMrIc5Z5uZVadsbyH30qC9XkS8o+MRmZlZW5yzzcyqU3b484mF57MD25K6eDIzs97jnG1mVpFSba4j4snCY3JEHAF8qMuxmZlZC5yzzcyqU7ZZyOqFl6NItSJla73NzGwYOWebmVWnbLI9vPB8GnAf8PGOR2NmZp3gnG1mVpGyvYVs2O1AzMysM5yzzcyq07RwLWmfZvMj4iedDcfMzFrlnG1mVr3Baq7H5L/LAWsC5+bXHwau6X09m5EAACAASURBVFZQZmbWEudsM7OKNS1cR8TBAJKuAFaPiKn59UHAX7oenZmZleacbWZWvbLDny8CvFp4/WqeZmZmvcc528ysImV7CzkZuEbSOfn1R4ATuxKRmZm1yznbzKwiZQeRORTYBXg6P3aJiMMGe5+kEyQ9LumWwrQFJF0s6c78d/4B3rtTXuZOSTuV2x0zM3PONjOrzqCFa0mjJd0REZMi4mf5cUPJ9Z8IbFo3bX/g7xGxLPD3/Lp+mwsA3wbWBtYCvj1QQjczs+mcs83MqjVo4ToiXgf+K2n8UFceEVcAT9VN3go4KT8/iXS5st4HgYsj4qmIeBq4mLcmfDMzq+OcbWZWrbJtrucHbpV0DfBCbWJEbNnCNheJiEfy80dpfJPN4sCDhdcP5WlvIWkPYA+A8eOHfC4xMxuJnLPNzCpStnD9zW5sPCJCUrS5jmOAYwAmTpzY1rrMzEYI52wzs4qUvaHxcuA+YNb8/FpgUovbfEzSYgD57+MNlpkMLFl4vUSeZmZmg3DONjOrTqnCtaTPAGcBR+dJiwN/bHGb5wK1O8l3Av7UYJkLgU0kzZ9vitkkTzMzs0E4Z5uZVafsIDKfA94DPAcQEXcCCw/2JkmnAf8GlpP0kKTdgO8DG0u6E9gov0bSREnH5fU/BRxCqm25FvhOnmZmZoNzzjYzq0jZNtevRMSrkgCQNAswaFu5iNhugFkfaLDsdcDuhdcnACeUjM/MzKZzzjYzq0jZmuvLJR0AzCFpY+BM4LzuhWVmZm1wzjYzq0jZwvX+wBPAzcCewPnAgd0KyszM2uKcbWZWkbLNQj4CnBwRx3YzGDMz6wjnbDOzipStuf4w8D9Jp0jaIrffMzOz3uScbWZWkbL9XO8CLENqt7cdcHftLnEzM+stztlmZtUpXZsREa9JuoB0x/kcpMuOuzd/l5mZVcE528ysGmUHkdlM0onAncBHgeOARbsYl5mZtcg528ysOmVrrncETgf2jIhXuhiPmZm1zznbzKwipQrXEbGdpEVIo3QBXBMRj3c1MjMza4lztplZdco2C9kWuAbYFvg4cLWkj3UzMDMza41ztplZdco2CzkQWLNW8yFpLPA34KxuBWZmZi1zzjYzq0jZfq5H1V1SfHII7zUzs+HlnG1mVpGyNdd/lXQhcFp+/QnScLpmZtZ7nLPNzCpS9obG/SRtA7w3TzomIs7pXlhmZtYq52wzs+oMZRCZPwB/6GIsZmbWIc7ZZmbVGPY2eJKWk3Rj4fGcpC/VLbOBpGcLy3xruOM0M7PEedvMrLzSNdedEhH/BVYFkDQamAw0ulx5ZURsMZyxmZnZWzlvm5mVN+Saa0nzS1q5Q9v/AHB3RNzfofWZmVlBh3M2OG+bmTVVdhCZyyTNI2kBYBJwrKSfdGD7n2T63ez11pV0k6QLJK3YgW2Zmc0UupizwXnbzKypsjXX80bEc8A2wMkRsTawUTsbljQbsCVwZoPZk4AJEbEK8Avgj03Ws4ek6yRd98QTT7QTkpnZSNHxnA2dydvO2WY20pUtXM8iaTHSMLp/7tC2NwMmRcRj9TMi4rmIeD4/Px+YVdJCjVYSEcdExMSImDh27NgOhWZm1te6kbOhA3nbOdvMRrqyhevvABeS2tldK+kdwJ1tbns7Bri0KGlRScrP18pxPtnm9szMZhbdyNngvG1mNqiyg8icSeEyYETcA3y01Y1KmgvYGNizMG2vvO6jgI8Bn5U0DXgJ+GRERKvbMzObmXQ6Z4PztplZWaUK15LeCfwaWCQiVsp3nm8ZEd9tZaMR8QKwYN20owrPjwSObGXdZmYzu07nbHDeNjMrq2yzkGOBrwOvAUTEf0h3jJuZWe9xzjYzq0jZwvWcEXFN3bRpnQ7GzMw6wjnbzKwiZQvXUyQtDQSApI8Bj3QtKjMza4dztplZRcoOf/454BjgXZImA/cC23ctKjMza4dztplZRcr2FnIPsFG+W3xUREztblhmZtYq52wzs+qUHf58b0nzAC8CP5U0SdIm3Q3NzMxa4ZxtZladsm2ud81D6W5C6oppB+D7XYvKzMza4ZxtZlaRsoVr5b+bAydHxK2FaWZm1lucs83MKlK2cH29pItIifpCSWOAN7oXlpmZtcE528ysImV7C9kNWBW4JyJelLQgsEv3wjIzszY4Z5uZVaRsbyFvSFoC+JQkgMsj4ryuRmZmZi1xzjYzq07Z3kK+D+wN3JYfX5T0vW4GZmZmrXHONjOrTtlmIZsDq0bEGwCSTgJuAA7oVmBmZtYy52wzs4qUvaERYL7C83k7HYiZmXWUc7aZWQXK1lwfBtwg6VJSd07rAft3LSozM2uHc7aZWUXK3tB4mqTLgDXzpK9FxKPtbFjSfcBU4HVgWkRMrJsv4Geky5svAjtHxKR2tmlmNjNwzjYzq07TwrWk1esmPZT/jpM0rgOJc8OImDLAvM2AZfNjbeDX+a+ZmTXgnG1mVr3Baq4Pz39nByYCN5EuMa4MXAes273Q2Io0slgAV0maT9JiEfFIF7dpZtbPnLPNzCrW9IbGiNgwIjYEHgFWj4iJEbEGsBowuc1tB3CRpOsl7dFg/uLAg4XXD+VpZmbWgHO2mVn1yt7QuFxE3Fx7ERG3SFq+zW2/NyImS1oYuFjSHRFxxVBXkpP8HgDjx49vMyQzsxHBOdvMrCJlu+L7j6TjJG2QH8cC/2lnwxExOf99HDgHWKtukcnAkoXXS9Cg5iUijsm1MxPHjh3bTkhmZiOFc7aZWUXKFq53AW4ljfhVG/Vrl1Y3KmkuSWNqz4FNgFvqFjsX2FHJOsCzbrtnZlaKc7aZWUXKdsX3MvDT/OiERYBzUs9NzAL8LiL+KmmvvL2jgPNJXTrdRerWqeUTg5nZzMQ528ysOmXbXHdURNwDrNJg+lGF5wF8bjjjMjOzt3LONjMrbyjDn5uZmZmZWRMuXJuZmZmZdchgIzSeR+rbtKGI2LLjEZmZWUucs83MqjdYm+sf57/bAIsCp+bX2wGPdSsoMzNriXO2mVnFmhauI+JyAEmHR8TEwqzzJF3X1cjMzGxInLPNzKpXts31XJLeUXsh6e3AXN0JyczM2uScbWZWkbJd8X0ZuEzSPYCACcCeXYvKzMza4ZxtZlaRsoPI/FXSssC78qQ7IuKV7oVlZmatcs42M6vOUAaRWQNYKr9nFUlExMldicrMzNrlnG1mVoFShWtJpwBLAzcCr+fJAThRm5n1GOdsM7PqlK25ngiskIe3NTOz3uacbWZWkbK9hdxC6jPVzMx6n3O2mVlFytZcLwTcJuka4M2bYjzal5lZT3LONjOrSNnC9UHdDMLMzDrqoKoDMDObWZXtiu9ySYsAa+ZJ10TE490Ly8zMWuWcbWZWnVJtriV9HLgG2Bb4OHC1pI+1skFJS0q6VNJtkm6VtHeDZTaQ9KykG/PjW61sy8xsZtTJnJ3X57xtZlZS2WYh3wDWrNV8SBoL/A04q4VtTgO+EhGTJI0Brpd0cUTcVrfclRGxRQvrNzOb2XUyZ4PztplZaWV7CxlVd0nxySG8dwYR8UhETMrPpwK3A4u3si4zM2uoYzkbnLfNzIaibM31XyVdCJyWX38CuKDdjUtaClgNuLrB7HUl3QQ8DOwbEbe2uz0zs5lEV3I2OG+bmQ2m7A2N+0naBnhvnnRMRJzTzoYlzQ2cDXwpIp6rmz0JmBARz0vaHPgjsOwA69kD2ANg/Pjx7YRkZjYidCNnQ2fytnO2mY10ZW9ofDtwfkTsExH7kGpFlmp1o5JmJSXo30bEH+rnR8RzEfF8fn4+MKukhRqtKyKOiYiJETFx7NixrYZkZjZidDpn53V2JG87Z5vZSFe2Dd6ZwBuF16/naUMmScDxwO0R8ZMBllk0L4ektXKcT7ayPTOzmVDHcjY4b5uZDUXZNtezRMSrtRcR8aqk2Vrc5nuAHYCbJd2Ypx0AjM/rPgr4GPBZSdOAl4BPRkS0uD0zs5lNJ3M2OG+bmZVWtnD9hKQtI+JcAElbAVNa2WBE/APQIMscCRzZyvrNzKxzORuct83MhqJs4Xov4LeSfgkE8BCwY9eiMjOzdjhnm5lVpGxvIXcD6+Q7xandtGJmZr3HOdvMrDplewtZRNLxwJm5m6UVJO3W5djMzKwFztlmZtUp21vIicCFwLj8+n/Al7oRkJmZte1EnLPNzCpRtnC9UEScQe7aKSKmkbp2MjOz3uOcbWZWkbKF6xckLUi6MQZJ6wDPdi0qMzNrh3O2mVlFyvYWsg9wLrC0pH8CY0l9mpqZWe9xzjYzq0jZ3kImSVofWI7U1+l/I+K1rkZmZmYtcc42M6tO02YhktaUtCi82WZvDeBQ4HBJCwxDfGZmVpJztplZ9QZrc3008CqApPWA7wMnk9ruHdPd0MzMbIics83MKjZYs5DREfFUfv4J4JiIOBs4W9KN3Q3NzMyGyDnbzKxig9Vcj5ZUK4B/ALikMK/szZBmZjY8nLPNzCo2WLI9Dbhc0hTgJeBKAEnL4G6dzMx6jXO2mVnFmhauI+JQSX8HFgMuiojIs0YBX+h2cGZmVp5ztplZ9Qa9TBgRVzWY9r/uhGNmZu1wzjYzq1bZERo7StKmkv4r6S5J+zeY/zZJp+f5V0taavijNDOzGudtM7Nyhr1wLWk08EtgM2AFYDtJK9QtthvwdEQsA/wU+MHwRmlmZjXO22Zm5VVRc70WcFdE3BMRrwK/B7aqW2Yr4KT8/CzgA5I0jDGamdl0zttmZiVVUbheHHiw8PqhPK3hMnmUsWeBBYclOjMzq+e8bWZWUt/3eyppD2CP/PJ5Sf/t8iYXAqYM5Q3q3YujQ9qXkbIfMLL2pYd5X4ZmQpfX3xOcs9sy0+7LSNkP8L4Mk0pzdhWF68nAkoXXS+RpjZZ5KA+IMC/wZKOVRcQxDOOwvpKui4iJw7W9bhop+zJS9gO8L71qJO1LizqWt52zW+d96T0jZT/A+9JJVTQLuRZYVtLbJc0GfBI4t26Zc4Gd8vOPAZcU+ms1M7Ph5bxtZlbSsNdcR8Q0SZ8HLgRGAydExK2SvgNcFxHnAscDp0i6C3iKlMjNzKwCzttmZuVV0uY6Is4Hzq+b9q3C85eBbYc7rpKG7XLmMBgp+zJS9gO8L71qJO1LS/o4b4+kz8770ntGyn6A96Vj5Kt2ZmZmZmadUckIjWZmZmZmI5EL12ZmZmZmHeLCtZmZjQiSxg/0qDq2VkhaUdK76qatXVU87ZC0hqSFJY2WtJWkTaqOqRMkfa7qGKz3uM11CZI+HhFnFF7vFxE/qjKmoZK03kDzIuKK4YylXXlI5ZMiYseqY+kESd8EPgS8CAiIiHh/tVG1RtLKwM6kPo4FEBG7VhlTKyStCnwbmAfYBNg/Ig6tNiobjKTf5KdvJ40OeTPwbuDRiNi4ssBaIOlwYBHgNdKAGLtGxBOSLum3/CDpeFI+eAVYmNQn+nPAwhGxR7P39hJJVwK1QpPy3xWBWyJiwHNsL5J0KdP3ZQb99v9V00vnn74foXGYvEeSIuJ0ST9igAFtetyG+e+apM99ErAa8DLQV4XriAhJj+QanOuBN/L0N6qNrGUbR8Q6VQfRIScBn+OtA4z0m58BHwH+EBGvS3o/4MJ1j4uIXQAk/RH4QP7sRgNnVxtZS9asFdhyoeFMSftWHFOrlomI9QEk3RwRH83PL602rCH7A7AKcGJEXAYg6YKI2KzSqFoQERsCSPoJcCbpXLo6Ke/1q545/7hwXUJE7C3pCEm7AadFxG8GfVOPiYiDAST9JSI2rU2X9JfqomrLWvkR5NpeoC9/bQO3StoKuIVckxAR91QbUstuA66NiNeqDqRNioinJdVqdpwr+8uiwJqSbgRWza/7zWhJs0XEqxHxH0lbA6eSakr7TfH7c0DhueoX7GUR8dM8iNJukvYCfld1TB2wDvCVXGl1DfDTqgNqQ8+cf9wspIkGl4DeCfyPVHnaV5eAaiRdAhwL3EA66exZ+wXbbyTNCoyNiIerjqUdhUvZNdGPTSkg1UqRLmHflSf15Xcl/5DeklRLdQ1wfkScWGlQVpqkpYD9SM1D7gUO77cfrJLWAu6LiMcL00YD20bE76uLbOgkrQjcERGvF6bNBmyaByDqO5JmAXYAlouI/auOp1WS9gB2Be4HxpNq5Y+uNqrW9NL5x4XrmYyk+YHdmX7SOT4inqo2qqGTtBOwPan93urA7yOiFwewsD4kacH89B2k78m0iHimwpBsiCStAyxGGpZ98Yh4oOKQzHpS/tE2Fnii+APIWufeQkqQdGjhuSR9t8p42vQc8CBwO+nyz9LVhtOy3fMNSk/lZLDgYG/oVZI2knShpFsl3Sypr9rAF0m6QNLRknaStGzV8bThzIh4MiKujYgpjKyRy0Y8SUeS2o5+PeeH4yoOyawn5V5bLgQuzq9/UW1Ereul848L1+WsW3sSqar//yqMpV2nAvMB20XENOCwiuNp1TRJcwMhaQ4GuOu5T3yPNGz0E8B7gf9UG07r8o09B+eXZ0h6vNnyvUbS1pJOAVaQdHJ+/I7Ua4j1j+XzpfoX8uvRVQZj1sO+BWwGTMk/RPuxTT/QW+cf36RTzsuSNgL+RSpov1pxPO0YGxFHSfp41YG06WvAWcDy+W/ftnkDXoiI5/LNcy+TenTpS/nO8/lI3QoeAfyz2oiG7BJSTzoPAEeT7rV4DXi0yqBsyJ6v9QctaTXg2YrjMetVr+dH5G5u++om06JeOv+4cF3OLsDXgX2AO4Cdqg2nLY9L+gQwR777/JGqA2pFRFwDbDrogv3hJEmzAz8ndYv454rjaceLpLZ7cwBzA3NVG86Q/V9EXCDpHmCjunknVBGQtWQ30g/uF0n3ZvRNX8pmw+yHwN9JFVUX5tf9qmfOP76hcSaTC3G7k75IdwDHRsTL1UY1dJJ2IXUW/+bNF/3a8f1II+mdwPrA/wPmi4i3VxxSaZI+GBEX5htmiyIiTq4kKBsySR8D/hIRL1Udi1kvy72evE7qZWNK9HmhsFfOPy5clyBpe2AvUoH0GeCZiFij2qhaI2n1iJhUeP2BiPh7lTG1QtLVwPsiom+b6Ej6We5Dvb7Lx77svg5A0vnAf0mX4/4dEZV35t8qSe8mXWKsjfTVtzeazmwkfR7YHJgKnAOcFxEvNH+X2cxH0t9InRycDVzYC31Et6qXzj8uXJeQO1Zfl3TpZCPguIjYudKgWpRv1ppMGoHuEGBqRHy52qjKk1S7CfeHwMnArUwfeKVfR2gcUSQtBixF6qO3L5sdSfoz6XtS60M9IuI7FYZkLZA0ltTf9V4R4ZtSzRqQNAH4KKl8MyUidqw4pJb1yvnHba7LeSEPo/saMI40+EpfiogdJB1N6jB+74j4ddUxDdHfmT4q4xqMgBEaJR0REV/KV0j2AS6OiK9VHVcrJO0HbAjcBKwm6dKI+EHFYbVCEbFn1UFYayQtR+qBZ0NSP+WfqDYis542DXiDdC6dteJYWtZL5x8Xrsv5fm6r/B3gSFKtb1/K3YrdTRoc4/uSFo+IAysOq7TaaJKSNoqIv9WmS3pvdVG17d357wcjYnVJ/640mvZsGRHvq72Q9A+gbwrXkmojY74k6afMOCS9b2jsH/sAZwKHeVAMs4FJuojUG9I5wNb9eA9WQc+cf1y4bqLQBOHi/PefpO74+rktzQ8j4sb8fHtJW1UaTesOAP5WeL0P8I+KYmnXKEnfAmrDM0+rMpg2vSrp/4AbgImkbuz6yQ9Jyfg86trBVxaRlSZptYi4ATiD9Jmtn3oXg4i4pMrYzHrUFv1871Kdnjn/uHDdXK0JQiN91QRB0mYRcQGwhqTVq46nVbmXkF2BlQojGQZwbXVRtW0bYDXgckmzkX449KudSX2QfxO4i/7rtnJbUj/jW5Da7T1K+t+6psKYrLyVSSfW+itZQerD3MyYfkM98Pc8xgL0+Q319ND5xzc0NiHpXaReQp4j1YR8jzRS2w8j4vwqYxsqSXsAfyW1R5rhQ++nLsby1YTPAL8GLiP9Mj0HOKafb2iUNA+pQLclsGAe2r0v5X2Zr/Y6Ih6oMJyW5Zt8Ngc+Sxp8abGKQ7IS8kAYP4qIfauOxayX5e/KByPir1XH0im9cv5xzXVzx5LuNJ+X1Ln6qqThdP8G9FXhGjiKVAN3a35dG4UpSL1u9IsfkoYJnyMiXpH0NuDLwI9JTUP6hqRFga2ATUhdhq0ErN/PXYZJOgYYT+plo9acYtemb+ohkg4ixT+KNErjdcDmEfFQlXFZeRERkuaQtFi/9lZjNhzyd2UvUsVb3+ul848L1829FhFXAUi6KyKeyM/7scH/2sBHgBWB24GzI+K6akNqyerFwWIi4hXSjZmXVhhTqx4kjfq3c0RMlXRBPxess7f3c607aXSvWYFXgSmkH3JTKo3IWrE6cIWkx0gn2H6+1G3WTcr9Q08i9RhCRHyr2pBa1jPnHxeum3uHpO+QfgFNKDzvmxHnaiLiWnK7ZElrA8dKui4iPlNtZEM2i6TZi3c0S5oDGF1hTK16B7A1afjzJ4GFJM3W5zeXPCxpb2bsZaNv2rpGxOcAJM1Kar/7f8CRkkZHRN92wTmziYh1q47BrE/8pOoAOqhnzj9uc92EpPUHmhcRlw9nLO2StBCpCcIHgJdJzVrOj4gXKw1siCR9kHTD38mkSz+LAzuQutzq20tbhc/nQ8DcEbFJxSG1RNK36yb11eAr+T6LNYG1mN6f/U3ANf10b8LMTtIawEGke2SeAw7u0yt1Zl2Vhz//KLA0qZveP/TrKI29dP5x4XomkQfAuQG4lHTJ+80Pvt8uAUlakFQIXQx4BLig1mRnJJA0JiKmVh1HKyQtHxG3F16/LyKurDKmoZB0IqlnkGuBG/v1JDOzk3QtsFVEPCxpHPCniFiz6rjMeo2kc0hdDN8ErAK8JyI+Um1Ureml84+bhcw8Nqo6gE6JiCfpr5swh6RfC9bZ9yV9LSLuyH2ofxrom8J1ROxcdQzWEfcAT+fnT5O65TKzt5ojIn6Un18kqZ/LCj1z/nHNtZl1jKQxwCmkqyRLAnv0cxeJ1p8k3Uy6snU3sAzp5uGp+MZGsxlI+iPwGClnrwIsBFwA/TcqbS+df1y4NquYpJVJnd/PS+4iMSL6pvs6AEmHML2p0bzAx4DfAG/0W7MjM7OZhaQBB1qJiJOGM5ZW9eL5x4Vrs4pJugH4HDC5Ni0i7q8uoqEbSTf/Wv+TtCrwbdINjZsA+0fEodVGZdZ7JI0mjUw7ljQ422q5d7G+0Yvnn1FVbNTMZnAbcG1E3F97VB3QUEXE5TmJXUsq0IwHJuSH2XD7GWnwiFER8Trw/kGWN5tZnUoa0XC7iJgGHFZxPEPWi+cfF67NKiLpSklXAO8GHsiva9P61YWkkSZHkZq4qPniZl2hiHia6ZeKffO+WWNjI+IoUhe9/a5nzj9OOGYViYj3QerjOiLeHAVQ0vzVRdW2pyOi72o+bMQ5SdKfSAOBnUFqf2lmb/W4pE8Ac0jamtS9bb/qmfOP21ybVUzSJcUh3SWdEREfrzKmVuVhdF9hxhGyfEOjDbvcH/47gHuLP17NbDpJswO7A8sDdwDHFkdA7ie9dP5x4dqsIrmWYBtgY+CiPHkWYIGI2LSywFogqda9We0y3NrA/0g1Cb6h0YZFHqGt4Umtn0YKNes2SeMHmhcRDwxnLO3qxfOPm4WYVecSYBLwAHA0KTG8BjxaZVAt2rDu9ezAZ4EzAReubbhclv/uTrpR+HpgNWDZqgIy61EH579vBxYE/gOsTDr/bFxVUC3qufOPa67NKpb7GZ3hixgRfT8CpaRRwOW1tuVmw0XSRRGxSeH1xRHRbwUGs67L9yZsExGv5275zu7X4c+Lqj7/uObarDfU7mx+N2mErL4vXEfEG5LcW4hV4UFJR5NGalsVeKjieMx61SLAmpJuJH1XFq04no6o+vzjmmuzHiPpzxGxRdVxDEXdCFmQLsutSqoFObqaqGxmJmlNpt/QeE3V8Zj1IklLAfuRviv3AIdHxD1VxjRUvXj+ceHarGJ1iWEcMC4iNq8wpCFrMELWy8CdEfFUFfGYmdnMoRfPPy5cm1WskBjeAJ4D/hP+YpqZmfUlj9BoVr1JpK6Dtgc+CIypNhyz/ibp03Wvt64qFrNelvuDL76er6pYRhIXrs2q91vSDVc/ASYDv6s2HLP+lXs82F3JKEmzkbrmM7O3OrPu9TGVRDHCuLcQs+rNGxG1AvV/Je1ZaTRmfSp3a7kz6Wamv5N64HkVOL/CsMx6TmEQsxUk1XqnmgWYp7qoRg63uTarmKSfAXOSmodMBF6KiM9XG5VZ/5K0ZkRcm58vHBGPVx2TWS+RNC8wH7AH02urXwUei4g3KgtshHCzELOKRcTepBEanwR+5YK1Wdu+AiDpS8AphZo5MwMi4tmIuB+4K/9dGDiOVJttbXLh2qwiklaXNFd++QBpmOZtJY2rMCyzkWDh/HeNiPggsEyVwZj1sO3z3y+Q7k3Yv8JYRgwXrs2qcyTwUn5+KnAjcBHwm8oiMhsZXpR0AjApj9L2etUBmfWouSStB0yNiEeAF6oOaCTwDY1m1XklD9G6ILBoRJwOIOnAiuMy63dbA0tExL2SZgV2rTogsx71ZWAz4BBJswN/qDieEcGFa7PqvCBpF2BdcndIkmYh3dxoZq17F/A9SfMAzwLfrDges54UEf+W9ASwLKl3nRsqDmlEcG8hZhWRNAbYEXgROCUipkkaD6waEedWG51Z/5J0JbB9RNwvaSng1Ih4b7VRmfUeSUcC8wLvAf4FzBkRvqmxTa65NqtIREwFflk37QHSzY1m1rpZgAfz84eA0RXGYtbLVo6I9SRdGhHbS3KzkA5w4drMzEaaXwL/lnQ/MB74VcXxmPWqaZJGAc9I2hH3rNMRbhZiZmYjTi4wjAWe8KAYZo1JWgx4AlgI+BRwG5MmqQAAIABJREFUSUTcWG1U/c9d8dlbSHpd0o2Fx/55+pckzVlY7vkhrnecpLMGWeY4SSvk5we0EPscki6XNFrSUpJeyvtwk6R/SVpuqOssud2DJO07wLwdJd0i6WZJNwy0XGH5j9SOQbfp/7N33/FyVHUfxz/fQIAQQpNQAiRIUQSkBrAABgFFpFhAQARB6vOo2BUVNaIINhREqWJo0hFpUkRCkQdCCJGOoUQhBEOHAAIJv+ePc5ZMNrt75967eye59/t+vfZ1d/pvZvf+5uyZM3OkW3q43LmS1mp3PGa9Iem02ovUIcZRwKl52Mzm9QrwddJTQ44DVqk2nP7BNdc2D0kzI2KJBuOnAqMj4ulW83U6ji6W+TywcEQcm29kujwi1svTDgbeFxGfrVtm4YiY1ctYxwIzI+IXdeM/AhwJ7BgRT0haFNgnIk5psa5xOe6WP0R6GW+v9lnSB0g3jB3YxrDMekXSZaSbs67Ir5dq03IvdGZWkP9nfgt8J7e9/mtEbFt1XAs611xbKZIOBUYA10u6vjD+yFwrfKukFfK4cZKOyzXFj0jaNY9fTdI9+f1Ckn6Ra3TvkvTFPH68pNGSjgaG5FrnsyUdkbsyLm73Sw1C3Qv4c5PdWBJ4Li+/r6RLJf0NuE7Jzws1zLvn+ZaQdJ2kSXn8LoUYvivpn5JuBprViH8b+HpEPAEQEa/VCtaSDpR0ez5+F0laXNL7gJ2Bn+d9XyO/rpJ0h6SbJK2dl18jH/e7Jf24diWhxb6MyctfCtyXx7119UHSN3I8d0n6YR43VNIVOcZ7ausCbgK2VXp0oNl8ISJ2AnYAppJq444C1nHB2qypIRFxFVCrbFGVwfQXPjFaI0MkFdtcHRURx0n6KrB1reYaGArcGhHflfQz4EDgx3naSsAWpOfNXgrU18IeBKxGeuzcLEnLFidGxGGSvhARG0IqmJMebv9rpbaUewCbFZeRtAiwekRMLYxeI+/LMNLzozcvTNuYdKf0s5I+CWwIbEBqe3a7pBtJbdE+HhEvSloOuDUXTjfOMWxI+j+aBNzR4Fiu12Q8wMWFgvaPgf0j4jd5/W/VXEu6DjgkIqZI2px0c9YHgWOBYyPiHEmHFNb7iSb7Utvn9SLi0bpj9yHSc043IyXXS5V67RoOPBERH83zLQWQO795KG+j2f6Z9bmImCnpUWA6sC7pO2xmjf1T0reAZSV9Bbi36oD6AxeurZFXa4XaLrwOXJ7f3wFsV5h2Sb6J6L5ajXadbYETa00TIuLZVhuKiKmSnpG0EbACcGdEPFM323LA83XjHi4U0HcHTga2z9OuLWx3C+CciJgN/EfSDcCmwF9InVFsBbwJrJy3vyXwp4h4Ja+7J8+lXi8XqpcGlgCurp9B0hLA+4ALpLcqFBbNf98LfCy//yNQa5LSbF9eBCbUF6yzD+VXrQOBJUiF7ZuAX0r6KanAf1NhmRmkqxkuXNt8QdKxwKrA7cDpwD/z+EG+qdFsXhHxv5J2BM4mnS9/VXVM/YEL19Ybb8ScRvuzmfv79FrhfbsuM50K7AusCDS6QelVYLEWy18K/KEw/HKJbe5FqvnaJCLeUGp33mob9e4FNgH+1mDaOOBjEfEPSfsCYxrMMwh4vuSPnTKa7bNIVyhOmmeCtDHpUvuPJV0XEUfkSYuRjrnZ/GL9/Lf2YzFI3+0gXe0xszoRcTm5okzS5RGxY8UhLfDc5tq64yVS84p2uBY4uNZmt75ZSPaGpMGF4T+Rap03pUEtb0Q8BywkqVnhdwvg4SbTbgJ2z23BhwNbARNIN0fNyAXrrYFRef4bgY8pPZ1kGLBTk/UeRWo/vWLez0UkHZCnDQOm533cq7DMW8c5Il4EHpW0W15ekjbI890KfDK/36PEvrRyNfC5XFOOpJUlLS9pBPBKRJwF/JzUrKTmHcA9XazXrM9ExNZ1rw/W/lYdm9kCYtGuZ7GuuObaGqlvc31VRBxGalJxlaQnImLrXm7jVFLh7C5JbwCnAMfXzXNynj4pIvaKiNeVbqZ8Pjd5aOQaUiH6r3m41uZapGYsBzRZ7k+kZhb/INVyfTMinpR0NnCZpLuBicADABExSdJ5ef4ZpMvQ84iIK3OzmL8qtesI5tS6fw+4jdSu+zbm/HA5FzhF6SbSXUkF7xMkHQ4MztP/AXwZOEvSd4GrgBe62Je1m+w7EXGNpHeROt4AmAl8htShwM8lvQm8AfwPQN6nVyPiyWbrNDOz+ZOk1RuNpntXZq0JP4rPFhj5RsZJwG4RMaXJPBsDX4mIvfs0uAooPXP81YgISXsAe0bELl0t16ZtfwV4MSJ+3xfbMzOz9pH0h2bTImK/voylP3LNtS0QlDpVuZx0E2HDgjW8VaN8vaSFWtRu9xebAMfnGvHngc/14bafB87sw+2Z9ZikTSOi4dUls4HIBejOcs21mZn1C/nq1jyjSU3btmswzcys7VxzbWZm/cVM0o2+tfsbyO/Xb7qEmVmbuXBtZmb9xf2kTp9eKI6UdG1F8ZjN9yStR+rw7GE3n2oPNwsxM7N+QdJKwDMR8Xrd+IVrHVaZGUi6KiK2l/RlYBvgCuD9wOMR8e1qo1vwuebazMz6hYiY3mS8C9Zmc1sk//04sHXuwfRESTdXGFO/4U5kzMzMzAaWdSSdAazB3B3H+DnXbeBmIWZmZmYDiKRRhcEnci/ESwBbRsRfqoqrv3Dh2szMzMysTdwsxMzMzMysTVy4NjMzMzNrExeuzczM2kDSzG7OP0bS5W3a9haSJkh6IL8OKkwbLuk2SXdK2rJuufGS/i1JhXGXlNmXvOzo/P47ddNuKbH8VEnLldm/wvYelHRX3sfjJS1ddvkS6z9E0j49XHZfSSMKw6dKWqdNcX1M0vcLwwcVPueJksaUWMfOkg7rYp7VJH26MDxa0nH5/b6Sju9B7MMlXdXd5RZ0LlybmZktwCStCPwROCQi1ga2AA6W9NE8yzbA3RGxUUTc1GAVz5OecUwurK7UgzDmKlxHxPt6sI4y9oqI9Um9br4G/LkdK83PQj8xIs7o4Sr2Bd4qXEfEARFxXztiA74J/A5A0o7AwcAW+bM+CDhL0sqtVhARl0bE0V1sZzXgrcJ1REyMiEN7E3hEPAVMl/T+3qxnQePCtZmZWRvlGunxki7MtYtn12qGJW2fx00CPlFYZqik03Lt852SdsnjvyLptPz+3ZLukbR43SY/D4yLiEkAEfE0qUB2mKQNgZ8Bu0iaLGlIg5DPBfbI7z8BXFy3L5cXho+XtG/d/h4NDMnrPzuPm1lY/kZJV+Ra5xMlzVP2kPSZvO+TJZ0kaaFWxzh3FPRNYKSkDVqtQ9JMSb+SdK+k6yQNz+PHS/q1pInAlySNlfR1SWtLmlCIbTVJd+f335d0e/4cTlayKzAaOLt2jOtq9feUdHde5qeF9c6UdKSkf0i6VdIKDY7LO4DX8mcK8C3gG7Xh/Jn/gfQdmOtqQK55Hp/fv1XzLGmcpOMk3SLpkRw/wNHAlnkfvlL/2RdiGi7ponwcbq8VnCV9IC87OX+Hh+VFLgH2avV59jcuXJuZmbXfRsCXgXWA1YH3S1oMOAXYCdgEWLEw/3eBv0XEZsDWwM8lDQWOBdaU9HFSIergiHilblvrAnfUjZsIrBsRk4HvA+dFxIYR8WqDWK8DtsqF0T2A87qzoxFxGPBqXn+jQtRmwBdJx2INCj8qACS9C9gdeH9EbAjMpkRhLCJmA/8A1u5iHUOBiRGxLnAD8IPCahaJiNER8cvCeh8AFpH09jxqd+Yck+MjYtOIWA8YAuwYEReSjvde9cdYqanIT4EPAhsCm0r6WCGuWyNiA+BG4MAGu/l+YFJhuNln3d0mKCuRrnDsSCpUAxwG3JT34Vctlj0W+FVEbAp8Ejg1j/868Pl8/LcEasdhYh4eMFy4NjMza78JEfF47vluMumS+9rAoxExJdJzcM8qzP8hUk3zZGA8qTOPkXn5fYEzgRsi4u8diHU2cDOpYD0kIqa2ef0TIuKRXBg+h1SoK9qG9GPj9rz/25B+kJRRayveah1vMqdwfFbd9pv9kDifVKiGuQvXWyu1X7+bVGBet4v4NgXGR8RTuafQs4Gt8rTXgVrN8B2k70i9lYCnuthGT1wSEW/mpivz1Jh3YVvg+HycLwWWVHpG9t+BYyQdCixd6Bl1BoUmMwOBuz83MzNrv9cK72fT9flWwCcj4sEG09YCZtK8gHIfqWBZbH+8CXBvuVCB1DTkT8DYuvGzmLsiric9+NV3qFE/LOD0iPh2d1aaa9rfDdwPLN+NdRS3/3KTec4DLpB0MRARMSVfefgdMDoiHpM0lt71aPhGzOlspNl35FVgqcJw7bP+W2HcJqTaYZj782oVW/H7qaZzNTYIeE9E/Ldu/NGSrgB2AP4u6cP5KsBizKnFHhBcc21mZtY3HgBWk7RGHt6zMO1q4IvSW22zN8p/lwKOI9V2vq3QPrbot8C+uX01kt5Gaorws27EdhNwFKlmuehfpK6yF1W62XGbJsu/IWlwk2mbSXp7bmu9O6mWvOg6YFdJy+f4l9XcPQjOI2/rKOCxiLiri3UMAmrH7dMNtj+PiHiYVOD9HnNqrWuF1adzTW3xs3gJGMa8JgAfkLRc/jGwJ6lpSln3A2sWhn8G/DR/xuTP/OPASXn6VFJhG1KTje5otg/1riE186EQA5LWiIi7I+KnwO2kKzUA7wDu6WYsCzQXrs3MzPpAruk7CLhC6YbGGYXJPwIGA3dJujcPA/wK+G1E/BPYn1Q7uHzdeqcDnwFOkfQAcAtwWkRc1o3YIiJ+Ubhxrjb+MVITiXvy3zubrOLkHPvZDabdDhxPKig+SqohL27jPuBw4BpJdwHX0vyJJWfnee4htVnepcQ6XiYV8O8hNeU4osm6651HOq7n5208T2ozfw/px9DthXnHASeq7qbR/NkcBlxPah9+R0R05wknNwIb1X50RcSlwO9JNcMPkX4ofCw/lQPgh8Cx+SbN2d3YDsBdwOx8g+VXWsx3KDBa6ZGI9wGH5PFfzjdt3gW8AdS6Ud8auKKbsSzQ3P25mZmZdYTSM5i/HhE7VhjDzIhYoqrt95akY4HLIuKvdeMXJt3kOgj4TMynBTpJNwK7RMRzVcfSV9zm2szMzGz+9RNg8/qR+YbBvfs+nPKUHnt4zEAqWINrrs3MzMzM2sZtrs3MzMzM2sSFazMzMzOzNnHh2szMzMysTVy4NjMzMzNrExeuzczMzMzaxIVrMzMzM7M2ceHazMzMzKxNXLg2MzMzM2sTF67NzMzMzNrEhWszMzMzszZx4drMzMzMrE1cuDYzMzMzaxMXrs3MzMzM2sSFazMzMzOzNnHh2szMzMysTVy4NjMzMzNrExeuzczMzMzaxIVrMzMzM7M2ceHazMzMzKxNXLg2MzMzM2sTF67NzMzMzNrEhWszMzMzszZx4drMzMzMrE1cuDYzMzMzaxMXrgcYSftKurkb80+VtG0nY5rfSRoj6fEOrv8cSR/r1PoL23mnpMmSXpJ0aMllQtKanY6trHZ+FpImSFq3Hesy6xTn7O5zznbOrpoL120maQtJt0h6QdKzkv4uadOq47L5k6T1gQ2AP+fhDSTdK+lpSV8tzDdY0m2SVu3F5r4JXB8RwyLiuAaxjJd0QC/Wv6D5BXBE1UFYtZyzrTucsyu1wORsF67bSNKSwOXAb4BlgZWBHwKvVRmXlSdp4T7e5MHA2RERefgo4Ouk5P1dSSvm8V8FLoqIx3qxrVHAvb1Yvr+5FNi6cIxtgHHOXvA5Zw8oC07Ojgi/2vQCRgPPdzHP54D7geeAq4FRhWnrAtcCzwL/Ab6Txy8K/Bp4Ir9+DSyap40BHge+BswApgP7Fdb5NtIX8kVgAvAj4OYW8e0N/At4BvguMBXYtkQcy5FOUs/n+G8CBuVpI4CLgKeAR4FDC9vbDJiY4/sPcEyL2A4EHsrrvxQYkcefAPyibt4/A18tsf2xwIXAWTmGA4AhwLj8Gd0HfAN4vLBMAGsWhscBPy4M7whMzsfiFmD9Fvv0CLBFYfj+wjG9NR+fUfmzG1ziO7gzKRk/D4wH3pXH/w2YDfwXmAm8o265I+umH1/Y10OAKXmdvwWUpw0CDs/flxnAGcBSedpi+Zg+k5e7HVghT1sK+D3puzoN+DGwUJP96ehnQfp/+2zVucOval44Zztnh3N2nuac3c7cUnUA/ekFLJm/mKcDHwGWqZu+CynRvAtYOH/Jb8nThuUv7tfyl3wYsHmedkT+p10eGJ6/cD/K08YAs/I8g4EdgFdq2wbOBc4HhgLr5X+MhokaWCf/k25FSsrH5HVvWyKOo4ATcwyDgS0B5X/mO4DvA4sAq5OS04fzcv8H7J3fLwG8p0lsHwSeBjbOsf0GuDFP2wp4jDkJZBngVVKC7mr7Y4E3gI/leYcAR5NONMsCqwL3UDI5ABuRktbmwELAZ0knu0Ub7NPQvK7hhXEXADsBqwBPkk60lwAfKPH9ewfwMrBd/gy+Sfq+LZKnjwcOaLH8PNNzfJcDSwMjSSe77fO0z+X1r54/u4uBM/O0g4HLgMXzcdgEWDJP+xNwUt7/5UknoYObxNTRzwI4jhaFA7/69wvnbOds52zn7E7klqoD6G8vUhIeR6qZmEX6tV779fcXYP/CvINISXUUsCdwZ5N1PgzsUBj+MDA1vx9DSkoLF6bPAN6Tv5xvAGsXpv2E5on6+8C5heGhwOvMSdSt4jiCVPOwZt06Nwf+XTfu28Af8vsbSZdhl+viuP4e+FlheIm8b6uRTgj/BrbK0w4E/lZy+2PJCb8w/RFyMsrDB3UjOZxAPnkVpj9Ig0RLugQdwGKFcaOAK4FJ+TuxM3AmKUn+GbgB2K3JMfoecH7d92saMCYPj6dnibpYS3M+cFh+fx3wv4Vp78yfycKkJN6o1mEF0iX3IYVxe5LaFTaKqaOfBan257Tu/p/71X9eOGc7ZztnO2e3+eU2120WEfdHxL4RsQqp1mEE6VIcpH/CYyU9L6l2KU6kf9hVSYmwkRGkyzg1/8rjap6JiFmF4VdIiWw46Z/msbplmxlRnDciXibV6pSJ4+ekX8TXSHpE0mF5/ChgRG2f835/h/QPC7A/6df7A5Jul7Rji9je2nZEzMyxrRzpP+5c0j88wKeBs0tuH+Y+PvMcB1ofs3qjgK/VbW9V5v68ap7Pf4cV9utfEbFDRGxMSsw/IrXn+wVwHilxHyNp2Qbrqz9Gb+b9WLkb8TfyZOF97bs1z/by+4VJx/ZM0iX0cyU9IelnkgaTjs9gYHrh+JxEqg1ppNOfxTDmfA42ADlnO2fjnO2c3WYuXHdQRDxA+lW2Xh71GOlSytKF15CIuCVPW73Jqp4gfelqRuZxXXmKVBNTvFt5ZIv5pxfnlbQ46RJXl3FExEsR8bWIWJ2UTL4qaRvSfj1at8/DImKHvNyUiNiT9I/6U+BCSUMbxDbXtvM8byP9ygc4B9hV0ihSzcdFeXzL7WfR6jgw7zF7hXTprKZ4c8VjwJF121s8Is6p36F8InyYdKJq5PvAKRHxH+DdwMSIeIFUw9boUUv1x0h5P6Y1mLeR+uPQlUbfh1nAfyLijYj4YUSsA7yP1I5uH9LxeY1U61U7PktGRLPHK3X6s3gX8I9yu2v9nXO2c7ZztnN2O7hw3UaS1pb0NUmr5OFVSb/Mb82znAh8u/acRklLSdotT7scWEnSlyUtKmmYpM3ztHOAwyUNl7Qc6R/4rK7iiYjZpDZVYyUtLmkdUhumZi4EdsyPplqEdNmw+B1pGoekHSWtmZPDC6QbLd4ktc16SdK3JA2RtJCk9WqPupL0GUnD8y/22q/RNxvEdg6wn6QNJS1KulR6W0RMzft6J6l936nA1RFRW1fL7TdxPulzWiZ/ll+smz4Z+HRe1/bABwrTTgEOkbS5kqGSPippGI1dWbc8+bisQ7p8fEIe9SjwQUkrAGuRLqk2ivujkrbJNQ5fIyXFW1rsa9F/aF5YaOQc4CuS3i5pCdJncl5EzJK0taR3S1qIdNPRG8CbETEduAb4paQlJQ2StIakeY5BYZ868llIWozUrvDabuyz9SPO2c7ZOGc7Z3dCfTsRv3r+Il3KOZ/0q/Pl/Pck8k0BeZ69gbtJX97HKLQdItWWXEe6y/ZJ5rSTWozUiH96fh1HbvNFvvO8Lo6pzGlzN5x0Eih75/lnSUmg0Z3nreL4Sp73ZdKv9O8V1jmC9E/9ZN63WwvrPIvU3nAm6Y7pj7WI7RBSrcGzeZ9WqZv+PdIv+d3qxrfa/ljgrLr5FyfdRf08je92Hp1jfYl0Ke0c5r7beXvSndbP5+N0ATCsyT6tl9eluvHXk2+OysMb5FieJt9R32R9H8/zvUBq67duYdp4Wrffey/wz3yMjsvjWrWPG0Q6WT9GqnE7izk3Ze1Jaiv3MukEcBy5jSnpzvMT8vfkBeBOYI8mMXXsswB2Ay6uOm/4Vd0L5+ypOGe3zBMN9sk52zm7y1ftTl0zq4ikP5Juarmk6lgGEkm3kW5Wu6fqWMxsweGcXY0FKWe7cG1mZmZm1iZuc21mZmZm1iYuXJuZmZmZtYkL12ZmZmZmbeLCdR+QFJIaPeNyviVpjKTHO7DemZK68+igdm13vKQDmkwbmeNaqIPbHyfpx51af4PtVXKcG8Sxr6SbW0z/i6RWjxoru52xkrp81JnZQNSuc1BX/8+d1pvtS3qnpMmSXpJ0aIPpK0i6MU//paTvSDq191GXjm+qpG37anvWWQtXHYCVJ2lfUpeyr5KeK/oIcHhEXF5lXN0REUt0PVffioh/M6cHq35hfjzOjUTER6qOwcwGhG+SuuzesMn0g0iPzVsyevmkB0njSY8L7LPCuc1fXHO94Pm/XHBamlTQPl/SMhXHZG0kaYH80bsAx92xKxZmA1XuBGR+KmOMIj1fudX0+8oUrBfUXGd9Z3764vd3O0h6RNLTkn6eezlaRNKzkt5dm0nS8pJekTS81coi9Y51GjAEWEPScpIul/R8XudNeRvfkHRRcVlJx0k6Nr9fVtIfJD0h6TlJl9TN+zVJMyRNl7RfYfxSks6Q9JSkf0k6vJZIlXr9ukHSC3l/zyss99blSUk7SLovX4abJunrZQ5kq+Uk7ZIv/b0o6eHcA1TNKEl/z8tdo9RjGZJWy3EtLOm9uUlF7fVfSVPzfItK+nU+Vk/k94vmaWMkPZ4vJT6dL/HtVRf6MpKuyNu/TdIadcfl85KmAFPyuLUlXZs/zwclfaow/zhJv+1ifbXj/FFJd+Zj8piksWWOczf2+VuSngT+0Hw1Oj5/Hx5Q6mK5NuGt5jpKl3z/3mLeEZIuzcfjIUkHtoj7AklP5vXcqNzDXuHYnSDpSkkvA1uXPR5mC7B2nYO6+n8+UtLfSd1cry5pP0n35zz1iKSDC/PXckiz88zb8v/8i5ImAGvQgqSdJd2rdB4cL+ldefzfSP/nx+e8/o665caROuP5Zp6+rQpNzTTnHLG/pH8Df5O0mKSzJD2Tt3e7UtOSI4EtC9s6vkmseyudO5+R9N26aa3ybsNzfZ42QtJFSuflR9Wg+Yv1kap7sRkIL1KPSdcDywIjST0qHZCn/Q74aWHeLwGXNVnPvuSeukhNer5E6uVoKeAoUle9g/NrS0DASqQel5YuLDcD2CQPXwGcByyTl/tAHj8GmEXqTncwsAMpWdZ6czoD+DMwDFgt79P+edo5pJ7CBpF6CNui7lismd9PB7bM75cBNi55PBsuB2xG6j1qu7ztlYG187TxpJ7C3kH6QTIeODpPWy3HtXDddgaTesw6Kg8fQeopbHlSL2q3AD+qO17HAIuSunR9GXhnnj6O1IPaZvkzOBs4t+64XJu/I0OAoaRetPbL829EumS5TjfWt2YhtnfnY7I+qfetpr2q1R2DMvv807zPQ5p8Z2eReoMbDOyeP6NlC5/LASXnvZH0/7IYsCGph7EP5mljKfTaBnyO9N1cFPg1MLkwbVxe7/vzMVms6hzhl1+dfNHec1BX/8//BtbNeWkw8FFSoVikvPgKc3J2LYc0O8+cS+pBcyipZ8RpNOmtkpTbXybl/8GkZiAPAYsUYmvV2+E45u4p8K2cwpxzxBk5liHAwcBlpB4JFyJ1y71kyW2tQ+rhcquco47Jx6HWC2WrvNvsXD8IuIPUA+MipG7RHwE+XPX3byC+Kg9gILzyP+X2heH/Ba7L7zfPyajWoc9E4FNN1lNLbM+TClrFLmGPIBV212yw3F+AA/P7HUmXviAVvN+sJbK6ZcaQ2nYvXBg3A3hPTiSvkwt6edrBwPj8/gzgZOq6ui0ci1qh7995uSUb7W+L49lwOVK3xb9qssx4Uvv04mdwVX5fS5z1hesTSF32DsrDDwM7FKZ/GJhaOF6zgKGF6eeTuxQmJe5TC9N2AB6oOy4fLAzvDtzUYP9+0I31zfNdyNN+3ew4NZi3q31+nRaF0/ydfYJCV8GkLp33LnwuB3Q1L7AqMJtCl8Skk8y4/H4sdV0iF+ZbOh+PpQrH7oye/C/75deC+KK956Cu/p+P6CKWS4Av5fdjaH2eeYNcQZKn/YTmhevvkXpNrA0PIhXGxxRi623hevXC9M+RCr3rN1hXV9v6PnNXhgzNubR2Pm+Vdxue62ufY924bwN/qPr7NxBfbhbSdx4rvP8XMAIgIm4j/VIfI2ltYE3g0hbruTUilo6I5SLiPRHx1zz+56Rf6dfkS2+HFZY5HfhMfv8Z4Mz8flXg2Yh4rsm2nomIWYXhV0g3/i1H+sX8r7p9Wjm//ybpl/SEfInuc03W/0lSofBfSs1I3ttiv8sstyopKTXzZIN9aShfuhwDfDpSExxIn1n9Po8oDD8XES+3mN7V9ovfkVHA5vnS3/OSngf2Albs7v5I2lzS9flS4QvAIaTPsIyu9vmpiPhvF+uYFjnTN1lHmXlHkL6rL9VNW5nAZf8EAAAgAElEQVQ6khaSdLRSs6AXgal5UnGfH6tfzqyfa9c5qKv/57n+tyR9RNKtuQnD86TcXfxfbHaeGU6q/a6Pu5m5clXO24/RIEf0QjGWM4GrgXNz042fSRpccj0jiuvK541n6qY3y7vNzvWjgBF154zvACuUjMnayIXrvrNq4f1I0q//mlrhd2/gwhKFlXlExEsR8bWIWB3YGfhqoS3cJcD6ktYj1Vyfncc/Biwraelubu5pUo3CqMK4kaRaAiLiyYg4MCJGkGqYf6cGj4GKiNsjYhfSpa9LSDW9Zfa12XKP0UWbvDIkbQn8CNglIl4sTHqCefe5+DkuI2loi+ldKZ6wHgNuyD+kaq8lIuJ/urG+mj+STparRsRSpEuKKrlsV/scdG1lScXttTouzeZ9gvRdHVY3bVqDdXwa2AXYltRkarU8vrjeMnGb9SftOgd19f/81v9Wbid8EfALYIWIWBq4knL55ynS1cD6uJuZK1flGFelcY7oqbf2LSLeiIgfRsQ6wPtI59Z96udrYjqF/ZK0OPC2wvSmebfFuf4x4NG6c8awiNihR3tqveLCdd/5hqRlJK1KatN2XmHaWcDHScntjJ6sXNKOSjcSitQGbjapyQc5UV5IKmRNiPToOSJiOqnJyO9ybIMlbdXVtiJiNqlAe6SkYZJGAV/N+4Gk3SStkmd/jpRo3iyuQ+lGmr0kLRURbwAvFufJN4+MabCfrZb7PbCfpG2UbtZZOdfElJY/n/OBfSLin3WTzwEOlzRc6WbI79f2ueCHOcYtScn2gu5sv+By4B35ppfB+bWp8g063TSMVOv7X0mbkQqfb1G6+XLfJsuW2eeuLA8cmvdhN+BdpBNs6Xkj4jHSJdijlG4kWh/Yv0ksw4DXSDVBi5MuJZsNdO06B3Xn/3kRUpvip4BZkj4CfKhMsPk8czEwVtLiktYh3XTYzPnAR3P+Hwx8jZQHbimzve6StLWkdys9behFUoVT7Vz0H1Kb52YuBHaUtIWkRUhNPYrlsaZ5t8W5fgLwktIN5kPyFbz1JG3avr22sly47jt/Jt1sMJl0E+HvaxNywWESqRB6Uw/XvxbwV9JNEv8H/C4iri9MP510U9uZdcvtTUoKD5Daun255Pa+SLp55BHgZlLB/bQ8bVPgNkkzSTWmX4qIRxqsY29gar50fwip2UOtgPsScHeTbTdcLiImkG4A/BUp6dzA3L/+y9iGdBntQs15Ykjt8U0/JrVHvCvHNimPq3mS9GPiCdLVgUMi4oFubp+8Ly+RTkJ75PU9yZwbB7vrf4EjJL1EStJvXSHIif1tpPb7jXS1z2XcRvp+Pg0cCewaEc/0YN49SbXQTwB/IrU//2uDdZxBuow6DbiP5vtmNpC06xxU+v8557FDSTnnOdIP+1ZNTup9gdRE5ElSm+g/NJsxIh4k/Tj4TY5tJ2CniHi9G9vrjhVJheQXgftJ55va+fVYYFelJ3Ad1yDWe4HPk86b00nHpthpW6u82/Bcn3+M7Ei62ftR0jE4lXT1zvpY7QYGq5ik04AnIuLwDq1/JKkAvWJdU4f5jqTPAOtGxLerjqWsXMt+VkSs0tW88xNJWwCfj4g954NY9iXdBLRF1bGYDTSdPgeZDSR+EPp8QNJqwCdIj1vrxPoHkZptnDu/F6wBIsLdWPeRiLiZdOXBzAaoTp+DzAaajjULkXSa0kPh7ymMG6vU6cfk/GrY0F7S9kqdZjykuZ960e9I+hFwD/DziHi0A+sfSrpstR3wg3av38z6D+ftgafT5yCzgahjzULyjXEzSc+TXS+PGwvMjIhftFhuIdID7rcjtUG6HdgzIu7rSKBmZgY4b5uZtUPHaq4j4kbg2R4suhnwUEQ8km9EOJf0WC0zM+sg520zs96r4mkhX5B0V778uEyD6Ssz94PaH6e9D4E3M7Pucd42Myupr29oPIHUOUfkv78kdSHaY5IOAg4CGDp06CZrr92txxr3ibunvVB1CAuUd6/sJwfZwHPHHXc8HRHDq46jgbbm7QUhZ5uZdaVVzu7TwnVE/Kf2XtIppI4y6k1j7h6ZVqFFD0sRcTJwMsDo0aNj4sSJ7Qm2jVY77IqqQ1igTDz6o1WHYNbnJLXq2rky7c7bC0LONjPrSquc3afNQiStVBj8OOkO5Xq3A2tJenvu4GIPuvfQeTMzaxPnbTOz7ulYzbWkc4AxwHKSHic9Bm6MpA1JlxenAgfneUcAp0bEDhExS9IXgKuBhYDTcm9GZmbWQc7bZma917HCdZMe337fYBwR8QSwQ2H4SuDKDoVmZmYNOG+bmfVeFU8LMTMzMzPrl1y4NjMzMzNrk1LNQiQNAjYARgCvAvdExIxOBmZmZj3jnG1mVp2WhWtJawDfArYFpgBPAYsB75D0CnAScHpEvNnpQM3MrDXnbDOz6nVVc/1jUgcCB0dEFCdIWh74NLA3cHpnwjMzs25wzjYzq1jLwnWTO8dr02YAv257RGZm1iPO2WZm1evWDY2S1pR0lqSLJL23U0GZmVnvOWebmfW9rtpcLxYR/y2M+hHwzfz+MmDDTgVmZmbd45xtZla9rmquL5O0T2H4DWA1YBQwu1NBmZlZjzhnm5lVrKvC9fbAkpKukrQV8HXgw8DHgb06HZyZmXWLc7aZWcW6uqFxNnC8pDOB7wH/AxweEQ/3RXBmZlaec7aZWfW6anO9OfAN4HXgJ6TOCI6UNA34UUQ83/kQzcysDOdsM7PqdfWc65OAHYAlgD9ExPuBPSR9ADiPdLnRzMzmD87ZZmYV66pwPYt0M8xQUk0IABFxA3BD58IyM7MecM42M6tYV4XrTwMHk5L0Pl3Ma2Zm1XLONjOrWFeF6ykR8bVWM0hSfTe7efxpwI7AjIhYL4/7ObATKfE/DOzXqA2gpKnAS6RHR82KiNEl9sXMbKDrcc7O05y3zcx6qatH8V0v6YuSRhZHSlpE0gclnQ58tsmy40iPhSq6FlgvItYH/gl8u8W2t46IDZ2gzcxK603OBudtM7NeK/Oc69nAOZKekHSfpEeAKcCewK8jYlyjBSPiRuDZunHXRMSsPHgrsEpvgjczs7n0OGeD87aZWTt09Zzr/wK/A34naTCwHPBqmx7n9DnS3esNNw1cIymAkyLi5DZsz8ysX+twzgbnbTOzLnXV5votEfEGML0dG5X0XdJd7Wc3mWWLiJgmaXngWkkP5BqVRus6CDgIYOTIkY1mMTMbcNqZs6F9eds528z6u66ahbSdpH1JN8zs1eymmoiYlv/OAP4EbNZsfRFxckSMjojRw4cP70DEZmYDWzvztnO2mfV3fVq4lrQ98E1g54h4pck8QyUNq70HPgTc03dRmplZjfO2mVn3lC5cSxoladv8fkgtkbaY/xzg/4B3Snpc0v7A8cAw0iXDyZJOzPOOkHRlXnQF4GZJ/wAmAFdExFXd3jMzswGsuzk7z+e8bWbWS6XaXEs6kNRGbllgDdLd4icC2zRbJiL2bDD6903mfYLUZS8R8QiwQZm4zMxsXj3J2eC8bWbWDmVrrj8PvB94ESAipgDLdyooMzPrFedsM7OKlC1cvxYRr9cGJC1MeuySmZnNf5yzzcwqUrZwfYOk7wBDJG0HXABc1rmwzMysF5yzzcwqUrZwfRjwFHA3cDBwJXB4p4IyM7Necc42M6tIqRsaI+JN4JT8MjOz+ZhztplZdco+LeRRGrTXi4jV2x6RmZn1inO2mVl1ynZ/PrrwfjFgN9IjnszMbP7jnG1mVpFSba4j4pnCa1pE/Br4aIdjMzOzHnDONjOrTtlmIRsXBgeRakXK1nqbmVkfcs42M6tO2WT7y8L7WcBU4FNtj8bMzNrBOdvMrCJlnxaydacDMTOz9nDONjOrTsvCtaSvtpoeEce0NxwzM+sp52wzs+p1VXM9LP99J7ApcGke3gmY0KmgzMysR5yzzcwq1rJwHRE/BJB0I7BxRLyUh8cCV3Q8OjMzK80528ysemW7P18BeL0w/HoeZ2Zm8x/nbDOzipQtXJ8BTJA0NteA3AaM62ohSadJmiHpnsK4ZSVdK2lK/rtMk2U/m+eZIumzJeM0MzPnbDOzypTtROZIYD/gufzaLyKOKrHoOGD7unGHAddFxFrAdXl4LpKWBX4AbA5sBvygWUI3M7O5OWebmVWny0fxSVoIuDci1gYmdWflEXGjpNXqRu8CjMnvTwfGA9+qm+fDwLUR8WyO4VpSwj+nO9s3MxtonLPNzKrVZc11RMwGHpQ0sk3bXCEipuf3T9K4HeDKwGOF4cfzODMza8E528ysWmV7aFwGuFfSBODl2siI2Lk3G4+IkBS9WYekg4CDAEaObNe5xMxsgeacbWZWkbKF6++1cZv/kbRSREyXtBIwo8E805hzGRJgFdKlyHlExMnAyQCjR4/uVdI3M+snnLPNzCpS9obGG4CpwOD8/na62Zav4FKgdif5Z4E/N5jnauBDkpbJN8V8KI8zM7MuOGebmVWnVOFa0oHAhcBJedTKwCUlljsH+D/gnZIel7Q/cDSwnaQpwLZ5GEmjJZ0KkG+K+RHphHA7cETtRhkzM2vNOdvMrDplm4V8nvR4pdsAImKKpOW7Wigi9mwyaZsG804EDigMnwacVjI+MzObwznbzKwiZTuReS0i3urtS9LCgNvKmZnNn5yzzcwqUrZwfYOk7wBDJG0HXABc1rmwzMysF5yzzcwqUrZwfRjwFHA3cDBwJXB4p4IyM7Necc42M6tI2TbXHwPOiIhTOhmMmZm1hXO2mVlFytZc7wT8U9KZknbM7ffMzGz+5JxtZlaRss+53g9Yk9Rub0/g4dojmMzMbP7inG1mVp3StRkR8Yakv5DuOB9Cuux4QOulzMysCs7ZZmbVKNuJzEckjQOmAJ8ETgVW7GBcZmbWQ87ZZmbVKVtzvQ9wHnBwRLzWwXjMzKz3nLPNzCpSqnAdEXtKWoHUBS7AhIiY0dHIzMysR5yzzcyqU7ZZyG7ABGA34FPAbZJ27WRgZmbWM87ZZmbVKdss5HBg01rNh6ThwF+BCzsVmJmZ9ZhztplZRco+53pQ3SXFZ7qxrJmZ9S3nbDOzipStub5K0tXAOXl4d1J3umZmNv9xzjYzq0jZGxq/IekTwBZ51MkR8afOhWVmZj3lnG1mVp3udCJzMXBxB2MxM7M2cc42M6tGn7fBk/ROSZMLrxclfblunjGSXijM8/2+jtPMzBLnbTOz8krXXLdLRDwIbAggaSFgGtDocuVNEbFjX8ZmZmbzct42Myuv2zXXkpaRtH6btr8N8HBE/KtN6zMzs4I252xw3jYza6lsJzLjJS0paVlgEnCKpGPasP09mHM3e733SvqHpL9IWrdFbAdJmihp4lNPPdWGkMzMFmwdzNnQy7ztnG1m/V3ZmuulIuJF4BPAGRGxObBtbzYsaRFgZ+CCBpMnAaMiYgPgN8AlzdYTESdHxOiIGD18+PDehGRm1l+0PWdDe/K2c7aZ9XdlC9cLS1qJ1I3u5W3a9keASRHxn/oJEfFiRMzM768EBktark3bNTPr7zqRs8F528ysS2UL10cAV5Pa2d0uaXVgSi+3vSdNLi1KWlGS8vvNcpzP9HJ7ZmYDRSdyNjhvm5l1qWwnMhdQuAwYEY8An+zpRiUNBbYDDi6MOySv+0RgV+B/JM0CXgX2iIjo6fbMzAaSdudscN42MyurVOFa0juAE4AVImK9fOf5zhHx455sNCJeBt5WN+7EwvvjgeN7sm4zs4Gu3TkbnLfNzMoq2yzkFODbwBsAEXEX6Y5xMzOb/zhnm5lVpGzhevGImFA3bla7gzEzs7ZwzjYzq0jZwvXTktYAAkDSrsD0jkVlZma94ZxtZlaRst2ffx44GVhb0jTgUeAzHYvKzMx6wznbzKwiZZ8W8giwbb5bfFBEvNTZsMzMrKecs83MqlO2+/MvSVoSeAX4laRJkj7U2dDMzKwnnLPNzKpTts3153JXuh8iPYppb+DojkVlZma94ZxtZlaRsoVr5b87AGdExL2FcWZmNn9xzjYzq0jZwvUdkq4hJeqrJQ0D3uxcWGZm1gvO2WZmFSn7tJD9gQ2BRyLiFUlvA/brXFhmZtYLztlmZhUp+7SQNyWtAnxaEsANEXFZRyMzM7Mecc42M6tO2aeFHA18Cbgvvw6V9JNOBmZmZj3jnG1mVp2yzUJ2ADaMiDcBJJ0O3Al8p1OBmZlZjzlnm5lVpOwNjQBLF94v1e5AzMysrZyzzcwqULbm+ijgTknXkx7ntBVwWMeiMjOz3nDONjOrSNkbGs+RNB7YNI/6VkQ82ZsNS5oKvATMBmZFxOi66QKOJV3efAXYNyIm9WabZmYDgXO2mVl1WhauJW1cN+rx/HeEpBFtSJxbR8TTTaZ9BFgrvzYHTsh/zcysAedsM7PqdVVz/cv8dzFgNPAP0iXG9YGJwHs7Fxq7kHoWC+BWSUtLWikipndwm2ZmCzLnbDOzirW8oTEito6IrYHpwMYRMToiNgE2Aqb1ctsBXCPpDkkHNZi+MvBYYfjxPM7MzBpwzjYzq17ZGxrfGRF31wYi4h5J7+rltreIiGmSlgeulfRARNzY3ZXkJH8QwMiRI3sZkplZv+CcbWZWkbKP4rtL0qmSxuTXKcBdvdlwREzLf2cAfwI2q5tlGrBqYXgVGtS8RMTJuXZm9PDhw3sTkplZf+GcbWZWkbKF6/2Ae0k9ftV6/dqvpxuVNFTSsNp74EPAPXWzXQrso+Q9wAtuu2dmVopztplZRco+iu+/wK/yqx1WAP6UntzEwsAfI+IqSYfk7Z0IXEl6pNNDpMc69fjEYGY2kDhnm5lVp2yb67aKiEeADRqMP7HwPoDP92VcZmY2L+dsM7PyutP9uZmZmZmZteDCtZmZmZlZm3TVQ+NlpGebNhQRO7c9IjMz6xHnbDOz6nXV5voX+e8ngBWBs/LwnsB/OhWUmZn1iHO2mVnFWhauI+IGAEm/jIjRhUmXSZrY0cjMzKxbnLPNzKpXts31UEmr1wYkvR0Y2pmQzMysl5yzzcwqUvZRfF8Bxkt6BBAwCji4Y1GZmVlvOGebmVWkbCcyV0laC1g7j3ogIl7rXFhmZtZTztlmZtXpTicymwCr5WU2kEREnNGRqMzMrLecs83MKlCqcC3pTGANYDIwO48OwInazGw+45xtZladsjXXo4F1cve2ZmY2f3PONjOrSNmnhdxDemaqmZnN/5yzzcwqUrbmejngPkkTgLduinFvX2Zm8yXnbDOzipQtXI/tZBBmZtZWY6sOwMxsoCr7KL4bJK0AbJpHTYiIGZ0Ly8zMeso528ysOqXaXEv6FDAB2A34FHCbpF17skFJq0q6XtJ9ku6V9KUG84yR9IKkyfn1/Z5sy8xsIGpnzs7rc942MyupbLOQ7wKb1mo+JA0H/gpc2INtzgK+FhGTJA0D7pB0bUTcVzffTRGxYw/Wb2Y20LUzZ4PztplZaWWfFjKo7pLiM91Ydi4RMT0iJuX3LwH3Ayv3ZF1mZtZQ23I2OG+bmXVH2ZrrqyRdDZyTh3cH/tLbjUtaDdgIuK3B5PdK+gfwBPD1iLi3t9szMxsgOpKzwXnbzKwrZW9o/IakTwBb5FEnR8SferNhSUsAFwFfjogX6yZPAkZFxExJOwCXAGs1Wc9BwEEAI0eO7E1IZmb9QidyNrQnbztnm1l/V/aGxrcDV0bEVyPiq6RakdV6ulFJg0kJ+uyIuLh+ekS8GBEz8/srgcGSlmu0rog4OSJGR8To4cOH9zQkM7N+o905O6+zLXnbOdvM+ruybfAuAN4sDM/O47pNkoDfA/dHxDFN5lkxz4ekzXKcz/Rke2ZmA1DbcjY4b5uZdUfZNtcLR8TrtYGIeF3SIj3c5vuBvYG7JU3O474DjMzrPhHYFfgfSbOAV4E9IiJ6uD0zs4GmnTkbnLfNzEorW7h+StLOEXEpgKRdgKd7ssGIuBlQF/McDxzfk/WbmVn7cjY4b5uZdUfZwvUhwNmSfgsE8DiwT8eiMjOz3nDONjOrSNmnhTwMvCffKU7tphUzM5v/OGebmVWn7NNCVpD0e+CC/JildSTt3+HYzMysB5yzzcyqU/ZpIeOAq4ERefifwJc7EZCZmfXaOJyzzcwqUbZwvVxEnE9+tFNEzCI92snMzOY/ztlmZhUpW7h+WdLbSDfGIOk9wAsdi8rMzHrDOdvMrCJlnxbyVeBSYA1JfweGk55pamZm8x/nbDOzipR9WsgkSR8A3kl61umDEfFGRyMzM7Mecc42M6tOy2YhkjaVtCK81WZvE+BI4JeSlu2D+MzMrCTnbDOz6nXV5vok4HUASVsBRwNnkNrundzZ0MzMrJucs83MKtZVs5CFIuLZ/H534OSIuAi4SNLkzoZmZmbd5JxtZlaxrmquF5JUK4BvA/ytMK3szZBmZtY3nLPNzCrWVbI9B7hB0tPAq8BNAJLWxI91MjOb3zhnm5lVrGXhOiKOlHQdsBJwTUREnjQI+GKngzMzs/Kcs83MqtflZcKIuLXBuH92JhwzM+sN52wzs2qV7aGxrSRtL+lBSQ9JOqzB9EUlnZen3yZptb6P0szMapy3zczK6fPCtaSFgN8CHwHWAfaUtE7dbPsDz0XEmsCvgJ/2bZRmZlbjvG1mVl4VNdebAQ9FxCMR8TpwLrBL3Ty7AKfn9xcC20hSH8ZoZmZzOG+bmZVUReF6ZeCxwvDjeVzDeXIvYy8Ab+uT6MzMrJ7ztplZSQv8c08lHQQclAdnSnqwyngWMMsBT1cdRD35YnJ/MV9+v+Zjo6oOoC84Z1sfcg6yTmqas6soXE8DVi0Mr5LHNZrn8dwhwlLAM41WFhEn4259e0TSxIgYXXUc1j/5+9WvtC1vO2dbX3EOsqpU0SzkdmAtSW+XtAiwB3Bp3TyXAp/N73cF/lZ4XquZmfUt520zs5L6vOY6ImZJ+gJwNbAQcFpE3CvpCGBiRFwK/B44U9JDwLOkRG5mZhVw3jYzK0+uWBi4JB2UL9GatZ2/X2ZWJecgq4oL12ZmZmZmbVJJD41mZmZmZv2RC9dmZmZmZm3iwrWZmZmZWZu4cD3ASFpK0q8kTcyvX0paquq4bMEnaTdJw/L7wyVdLGnjquMys4FB0kKSrq86DjMXrgee04AXgU/l14vAHyqNyPqL70XES5K2ALYlPZrthIpjMrMBIiJmA2+6wsiqtsB3f27dtkZEfLIw/ENJkyuLxvqT2fnvR4GTI+IKST+uMiAzG3BmAndLuhZ4uTYyIg6tLiQbaFy4HnhelbRFRNwMIOn9wKsVx2T9wzRJJwHbAT+VtCi+OmZmfevi/DKrjJ9zPcBI2hA4HahdNnsO+GxE3FVdVNYfSFoc2B64OyKmSFoJeHdEXFNxaGY2gEgaAoyMiAerjsUGJtcqDTz3Az8jtb2+GLgE+FilEVm/EBGvADOALfKoWcCU6iIys4FG0k7AZOCqPLyhpEurjcoGGheuB54/AzsB/wWmkdqnvdxyCbMSJP0A+Bbw7TxqMHBWdRGZ2QA0FtgMeB4gIiYDq1cZkA08bnM98KwSEdtXHYT1Sx8HNgImAUTEE7VH85mZ9ZE3IuIFScVxb1YVjA1MrrkeeG6R9O6qg7B+6fVIN3EEgKShFcdjZgPPvZI+DSwkaS1JvwFuqTooG1hcuB54tgDukPSgpLsk3S3JNzNaO5yfnxaytKQDgb8Cp1Qck5kNLF8E1gVeA/4IvAB8udKIbMDx00IGGEmjGo2PiH/1dSzWv0g6FJhOau8o4OqIuLbaqMxsIJG0JXBL7lCmNm7jiJhUYVg2wLhwbWZtkTuM2YPU5vo0UuHaCcbM+oykV4Dbgd0iYkYeNykiNq42MhtI3CzEzNoiIg4H1iJ1e74vMEXSTyStUWlgZjaQPAj8HLhB0vvyOLWY36ztXLg2s7bJNdVP5tcsYBngQkk/qzQwMxsoIiIuB3YGjpf0BfJN1mZ9xc1CzKwtJH0J2Ad4GjgVuCQi3pA0CJgSEa7BNrOOknRnRGyU3y9BaqL2iYjwo4etz/jLZmbtsizpJDbXzbER8aakHSuKycwGkFrBOr+fCXxK0sgKQ7IByDXXZmZmtkCT9M2I+Fl+rvU8BZuIOLSCsGyAcs21mZmZLejuy38nVhqFGS5cm5mZ2YJvd+ByYOmIOLbqYGxg89NC+gFJsyVNlnSPpAskLd6m9Y6V9PU2rOdUSev0YLkVJF0u6R+S7pN0ZRfzj5c0usH40ZKO6+72W2xnNUn3tGt9Ddbf4656JS0i6deSHpI0RdKfJa1SctnxuefOyZLul3RQYdqVkpbuYUwNPxczszbaRNII4HOSlpG0bPFVdXA2sLjmun94NSI2BJB0NnAIcEy1Ic3x/+3debDd4x3H8fdHMggSnamMmqBBQmyx1lLLENRSYx3a2imdqlqCjqJTrUHTomhrmUESibUkjK1EY6wjJJFICInaW39QVEgkiE//eL7n5pfjnHPvjcsl+b5mMvnd3/I8z++XTPI93/P8nq/tYxfz0nOBB2pZCEmDF7P/SXTDV4WSetr+tLPX2f5++2c1dQHQG1jP9gJJRwNjJW1dLegiSZR3Lj6ru/5Q25PiP6OXJI20/bHtvb7AmDpFUo9qdbWUUuqAq4DxwNqUQlZVjv0pfSUyc73keRQYIGlFSfdE1vdZST+SNETSHbUTJe0m6fbY3kPS03H++Ep7G0Tm8eUob1279tRo91lJp8S+z/UZ+x+K7HEPSSPj2HRJQ9u5l9WAf9d+sD2t0v8Z0cYzkoZVrjlI0lOSZkUZXCTtJOnu2L43MrNTJb0v6UhJy0saEe1NkbRznHtUZH4fiizwOZV+eki6WtJzksZJ6lW510slTQJOltRX0hhJE+PXdnHe7yQNb/JsP4zfV5I0Pv5cpkvat9XDim8sjgaG1oJT2yOA+cCQyLjPlDQKeBZYo0VzKwFzgAXR9quSVok2XpB0Q2S3b3IP/CUAAAlOSURBVIt+kbRLPL/pcW/LNRjjlZImxXP7fWX/q5L+KOlp4KBW95lSSvVs/8X2+sBw22vV/crAOn2lMnO9BJHUE9gTuA/YA3jT9g/j2MrAbOAKSX1tv00JxIZL6gtcDexo+5W6r9AGATtTsqEzJV0JDI5rt6ZUvnpS0sOUzEB9n1WbAv1sbxTH25tmcDlwi0oRgH8CI2y/KWlPYF9ga9tz68bb0/ZWkvYCzgF2rTZYy8BK2gIYAdwBnFAOeWNJg4BxktaNS7YCNgLmAhMl3UNZx3kg8BPbx0n6O3AgcH1cs6ztLaOfG4FLbD+mshzU/cD6zZ6t7U8qw50H7G97tqRVgAmS7mxRUnwA8Lrt2XX7JwEbAi/FuI+0PaFJGzdImh/nndIkg7we8FPbj0saDvxC0t+AkcAutmdFAH88cGndtWfbfldSD2C8pMGVD03vZInilNLikLQ85VvbBSpT2oYvzjeHKXWFzFwvGXpJmkoJol6nlJ+eDuwW2cAdbL8fQdlo4LAIbLcF/gFsAzxi+xUA2+9W2r7H9nzb/wXeAlYFtgdutz0n1hEdC+zQqM+6cb4MrC3pr5L2oAT7Tdm+nxKwX00JRKfEB4FdKYH23AbjHRu/Twb6N2o3AtXRwCExxu2JwNj2C8BrQC24fsD2O7Y/ira3j/2v2J7apK9bKtu7UqqETQXuBPqoFDaAxs92kaECF0iaRvlw0a/BOZ31WovAGsq0kMHAmsDpkr7b4Jw3bD8e29dTnsl6lGcyK/ZfB+zY4NqDIzs9hRLwV+fi39Lg/JRS6ojrgC0p/w/tBVzcvcNJS7PMXC8Z2uZcV8yStDnlH5nzJI23fS4lW3sXJSt6q+1PJbVqe35lewEt/s5ExrJRn7Xj70naBNidkmE4GDimVecRON8I3BhTOxoFbI3G23CskTG9GTjXdkdeSqzPEtd+rn8uvSo/z6lsLwNsY3te3TgatVE/3kOBvsAWUenwVWD5FmN9CVhTUm/bH1T2b0F5i75+bE3ZfjuC4K0pHzYWOdzOzw1JWgs4Hfhe/F0YyaL306GxpZRSAxvY3hhA0rXAU908nrQUy8z1Ekrlrem5tq8HLgQ2B7D9JvAm8BtKoA0wAdgxgh/U/pvVjwL7SVpB0orA/sCjzfqsjGkVYBnbY6L/zWP/L2PqR/09DKnM5+0NrEPJzD8AHF051pk3wYcB02zfXHc/h0Zb61KytjPj2G4qb5v3AvYDHqdzxgEnVu6p/kNQKysDb0VgvTPQlkWOudj9qifbnkPJ3vw5PkQg6QhgBeDBzgw6nu1mlIC93pqSto3tQ4DHKM+rv6QBsf9w4OG66/pQAuj3Ja1KmcKUUkpdoW1KXU4HSd0tM9dLro2BCyV9RvlH5/jKsRuAvrafh7Ys5c8oq0osQ5misFuzhm0/HVnHWmbgGttTJO3eok8o0xpGRB8AZ8bvg2gctG5BmVLxKeWD4DW2J0JbkDpJ0sfAvcBZrR9Hm9OB52KaBsBvgSuAKyVNBz4FjrI9P7LLTwFjgNWB62Mljf4d7AvgJODymNrRE3iEkrXviBuAu2Jck4AXAOL5DQDebXDNmcBFlG8uPotr9rftdr6haOtT0kfAcsBI25MbnDMTOCHmW88ArrQ9T2Vlkltj7v9Eytv7bWw/I2lKjOkNOv9BJaWUmtlEUm2qoSjTJWfHtm336b6hpaVNlj9fCsXLZ1NsX9vdYwGI6R4H2P64u8dSJekoYEvbn8uqdydJGwHH2D61G/ruD9xdeyk1pZRSSovKzPVSRtJkylfzp3X3WGps793dY/gmibniX3lgnVJKKaX2ZeY6pZRSSimlLpIvNKaUUkrpcyQtUCm49YxKMasvUj22vb4+bLJ/dZViXi9KeknSZZKWrRy/SdI01RUlUynU9R8tLBo2LPZfI2mD+n5ajGu/ZufX9fGipLGdaTstuTK4TimllFIjH9ne1PYmlJel/1B/QrzA/KVQeQt7LHCH7YGU+gMrAefH8e9QlvYcbPuSBk1cEuPf1PavAWwfa3tGg756NBnGfiy6Hn+zPgZS1up/MOoxpKVYBtcppZRSak8f4D0ASTtJelTSnZQVg5B0h6TJkp6L1aeI/R9KOj+y3xNiGU4krSXpCUnTJZ3XpM8hwDzbIwCiYuxQ4JhYLnQc0C8yxzt05CYkPSSpVkH3Q0kXS3oG2FbSMEkzIhN+UWTq96GsgjVV0jqt2rZ9S4zpkGh/F0lT4h6HS1ou9i/ST+zrK2mMpInxa7uO3E/6esoXGlNKKaXUSK367/LAapRgt2ZzYKNaZV/KCkbvRk2AiZLG2H4HWBGYYPtsSX8CjgPOAy6jLOM5StIJTfrfkFIBt43t2ZJepyxHug9l9aJm9QOGSjosts+Iqr9VKwJP2j5N0rcp1Y0HxdKl37L9v/gAcbft21o8p6qngUEq5dhHArtEgbVRwPGSRlNqQ7T1E9ddRsmCPyZpTeB+YP0O9pm+ZjJznVJKKaVGatNCBgF7AKO0cMH8pyqBNcBJkQGeAKwBDIz9H7OwQuxkoH9sbwfcFNujv6TxV6eF1AfWUCrjjont9ymVi6+VdAAwdzH7rD2f9YBXbM+Kn6+jVBhu1s+ulLoOU4E7gT6SVlrMMaRulsF1SimllFqy/QSwClCbTzyndkzSTpTgcNuYnz2Fku0G+MQLlyVbwKLfmLe3XNkMSjGxNpL6UKro/qvzd/E582KqSa2q41bAbcDewH2L2eZmwPPNDrboZxlgm8qHgX62G77kmb7+MrhOKaWUUkuSBgE9gHcaHF4ZeM/23Dhvmw40+Tjw49g+tMk544EVJB0RY+gBXEypHru4meWGIku8su17KfO6N4lDHwC9O9jGgcAPKBn5mUB/SQPi8OHAwy36GQecWGmr2VSX9A2QwXVKKaWUGulVW8qOshLGkbVMb537gJ6SngeGUaaGtOdk4ARJ04F+jU6IjPf+wEGSXgRmUaZUnNX5W2lXb+BuSdOAx1hYqOtm4FfxYmKjFxqH1pbiAw4Dhth+2/Y84Gjg1rjHz4CrWvRzErBlvOQ4A/j5l3CP6SuSRWRSSimllFLqIpm5TimllFJKqYtkcJ1SSimllFIXyeA6pZRSSimlLpLBdUoppZRSSl0kg+uUUkoppZS6SAbXKaWUUkopdZEMrlNKKaWUUuoiGVynlFJKKaXURf4PbZu6h5hcE2YAAAAASUVORK5CYII=\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -6637,7 +6759,7 @@ " \n", " \n", " \n", - " Second Doses due at 25 May (n)\n", + " Second Doses due at 03 Sep (n)\n", " Second doses overdue (n)\n", " Second doses given (n)\n", " Second doses given (% of due)\n", @@ -6657,142 +6779,142 @@ " \n", " overall\n", " overall\n", - " 706\n", - " 497\n", - " 209\n", - " 29.6\n", - " 3,332\n", + " 1,124\n", + " 772\n", + " 352\n", + " 31.3\n", + " 3,437\n", " \n", " \n", " Sex\n", " F\n", - " 364\n", - " 245\n", - " 119\n", - " 32.7\n", - " 1,750\n", + " 581\n", + " 406\n", + " 175\n", + " 30.1\n", + " 1,764\n", " \n", " \n", " M\n", - " 343\n", - " 252\n", - " 91\n", - " 26.5\n", - " 1,582\n", + " 539\n", + " 364\n", + " 175\n", + " 32.5\n", + " 1,673\n", " \n", " \n", " Ethnicity (broad categories)\n", " Black\n", + " 175\n", " 126\n", - " 84\n", - " 42\n", - " 33.3\n", - " 581\n", + " 49\n", + " 28.0\n", + " 553\n", " \n", " \n", " Mixed\n", + " 189\n", " 126\n", - " 84\n", - " 42\n", + " 63\n", " 33.3\n", - " 581\n", + " 567\n", " \n", " \n", " Other\n", + " 175\n", " 112\n", - " 91\n", - " 21\n", - " 18.8\n", + " 63\n", + " 36.0\n", " 581\n", " \n", " \n", " South Asian\n", - " 105\n", - " 70\n", - " 35\n", - " 33.3\n", - " 546\n", + " 189\n", + " 133\n", + " 56\n", + " 29.6\n", + " 588\n", " \n", " \n", " Unknown\n", - " 119\n", - " 84\n", - " 35\n", - " 29.4\n", - " 497\n", + " 189\n", + " 126\n", + " 63\n", + " 33.3\n", + " 525\n", " \n", " \n", " White\n", - " 119\n", - " 91\n", - " 28\n", - " 23.5\n", - " 553\n", + " 203\n", + " 147\n", + " 56\n", + " 27.6\n", + " 616\n", " \n", " \n", " ethnicity 16 groups\n", " African\n", " 42\n", - " 28\n", - " 14\n", - " 33.3\n", + " 35\n", + " 7\n", + " 16.7\n", " 175\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", - " 42\n", - " 28\n", - " 14\n", - " 33.3\n", - " 196\n", + " 77\n", + " 56\n", + " 21\n", + " 27.3\n", + " 210\n", " \n", " \n", " Caribbean\n", - " 35\n", + " 63\n", + " 42\n", " 21\n", - " 14\n", - " 40.0\n", - " 175\n", + " 33.3\n", + " 196\n", " \n", " \n", " Chinese\n", - " 35\n", + " 70\n", + " 42\n", " 28\n", - " 7\n", - " 20.0\n", - " 161\n", + " 40.0\n", + " 182\n", " \n", " \n", " Other\n", + " 63\n", " 42\n", - " 35\n", - " 7\n", - " 16.7\n", - " 189\n", + " 21\n", + " 33.3\n", + " 182\n", " \n", " \n", " Other Asian\n", - " 35\n", - " 28\n", - " 7\n", - " 20.0\n", - " 168\n", + " 56\n", + " 42\n", + " 14\n", + " 25.0\n", + " 196\n", " \n", " \n", " British or Mixed British\n", - " 35\n", - " 21\n", + " 56\n", + " 42\n", " 14\n", - " 40.0\n", - " 189\n", + " 25.0\n", + " 182\n", " \n", " \n", " Indian or British Indian\n", + " 63\n", " 42\n", - " 28\n", - " 14\n", + " 21\n", " 33.3\n", - " 189\n", + " 168\n", " \n", " \n", " Irish\n", @@ -6800,180 +6922,180 @@ " 21\n", " 14\n", " 40.0\n", - " 182\n", + " 140\n", " \n", " \n", " Other Black\n", + " 63\n", " 42\n", - " 28\n", - " 14\n", + " 21\n", " 33.3\n", - " 175\n", + " 210\n", " \n", " \n", " Other White\n", - " 35\n", - " 28\n", - " 7\n", - " 20.0\n", - " 154\n", - " \n", - " \n", - " Other mixed\n", - " 35\n", + " 63\n", + " 42\n", " 21\n", - " 14\n", - " 40.0\n", - " 161\n", + " 33.3\n", + " 182\n", " \n", " \n", - " Pakistani or British Pakistani\n", - " 42\n", - " 35\n", - " 7\n", - " 16.7\n", - " 161\n", + " Other mixed\n", + " 56\n", + " 35\n", + " 21\n", + " 37.5\n", + " 168\n", " \n", " \n", - " Unknown\n", - " 105\n", + " Pakistani or British Pakistani\n", " 77\n", - " 28\n", - " 26.7\n", - " 532\n", + " 56\n", + " 21\n", + " 27.3\n", + " 203\n", " \n", " \n", - " White + Asian\n", - " 42\n", - " 28\n", - " 14\n", + " Unknown\n", + " 147\n", + " 98\n", + " 49\n", " 33.3\n", - " 182\n", + " 469\n", " \n", " \n", - " White + Black African\n", - " 21\n", + " White + Asian\n", + " 77\n", + " 56\n", " 21\n", - " 0\n", - " 0.0\n", - " 154\n", + " 27.3\n", + " 203\n", " \n", " \n", - " White + Black Caribbean\n", + " White + Black African\n", + " 63\n", " 49\n", - " 35\n", " 14\n", - " 28.6\n", + " 22.2\n", " 182\n", " \n", " \n", + " White + Black Caribbean\n", + " 70\n", + " 42\n", + " 28\n", + " 40.0\n", + " 189\n", + " \n", + " \n", " Index of Multiple Deprivation (quintiles)\n", " 1 Most deprived\n", - " 126\n", - " 84\n", - " 42\n", - " 33.3\n", - " 644\n", + " 196\n", + " 140\n", + " 56\n", + " 28.6\n", + " 623\n", " \n", " \n", " 2\n", - " 112\n", - " 77\n", - " 35\n", - " 31.2\n", - " 609\n", + " 210\n", + " 140\n", + " 70\n", + " 33.3\n", + " 658\n", " \n", " \n", " 3\n", - " 140\n", - " 98\n", - " 42\n", - " 30.0\n", - " 609\n", + " 203\n", + " 133\n", + " 70\n", + " 34.5\n", + " 665\n", " \n", " \n", " 4\n", - " 161\n", - " 119\n", - " 42\n", - " 26.1\n", - " 623\n", + " 224\n", + " 147\n", + " 77\n", + " 34.4\n", + " 672\n", " \n", " \n", " 5 Least deprived\n", - " 119\n", - " 77\n", - " 42\n", - " 35.3\n", - " 658\n", + " 231\n", + " 168\n", + " 63\n", + " 27.3\n", + " 651\n", " \n", " \n", " Unknown\n", + " 56\n", " 42\n", - " 35\n", - " 7\n", - " 16.7\n", - " 196\n", + " 14\n", + " 25.0\n", + " 175\n", " \n", " \n", " BMI\n", " 30+\n", - " 217\n", - " 161\n", - " 56\n", - " 25.8\n", - " 1,029\n", + " 336\n", + " 238\n", + " 98\n", + " 29.2\n", + " 994\n", " \n", " \n", " under 30\n", - " 490\n", - " 343\n", - " 147\n", - " 30.0\n", - " 2,303\n", + " 791\n", + " 539\n", + " 252\n", + " 31.9\n", + " 2,443\n", " \n", " \n", " Chronic cardiac disease\n", " no\n", - " 700\n", - " 490\n", - " 210\n", - " 30.0\n", - " 3,311\n", + " 1,113\n", + " 763\n", + " 350\n", + " 31.4\n", + " 3,395\n", " \n", " \n", " yes\n", + " 7\n", + " 7\n", " 0\n", - " 0\n", - " 0\n", - " NaN\n", - " 28\n", + " 0.0\n", + " 42\n", " \n", " \n", " Current COPD\n", " no\n", - " 700\n", - " 490\n", - " 210\n", - " 30.0\n", - " 3,304\n", + " 1,113\n", + " 763\n", + " 350\n", + " 31.4\n", + " 3,395\n", " \n", " \n", " yes\n", + " 14\n", + " 14\n", " 0\n", - " 0\n", - " 0\n", - " NaN\n", - " 35\n", + " 0.0\n", + " 42\n", " \n", " \n", " DMARDs\n", " no\n", - " 700\n", - " 490\n", - " 210\n", - " 30.0\n", - " 3,304\n", + " 1,120\n", + " 770\n", + " 350\n", + " 31.2\n", + " 3,402\n", " \n", " \n", " yes\n", @@ -6981,16 +7103,16 @@ " 0\n", " 0\n", " NaN\n", - " 28\n", + " 35\n", " \n", " \n", " Psychosis, schizophrenia, or bipolar\n", " no\n", - " 693\n", - " 490\n", - " 203\n", - " 29.3\n", - " 3,283\n", + " 1,113\n", + " 763\n", + " 350\n", + " 31.4\n", + " 3,395\n", " \n", " \n", " yes\n", @@ -6998,278 +7120,278 @@ " 7\n", " 0\n", " 0.0\n", - " 49\n", + " 35\n", " \n", " \n", " SSRI (last 12 months)\n", " no\n", - " 693\n", - " 490\n", - " 203\n", - " 29.3\n", - " 3,297\n", + " 1,113\n", + " 763\n", + " 350\n", + " 31.4\n", + " 3,395\n", " \n", " \n", " yes\n", - " 7\n", - " 7\n", + " 14\n", + " 14\n", " 0\n", " 0.0\n", - " 35\n", + " 42\n", " \n", " \n", " brand of first dose\n", " Unknown\n", - " 707\n", - " 497\n", - " 210\n", - " 29.7\n", - " 1,659\n", + " 1,120\n", + " 770\n", + " 350\n", + " 31.2\n", + " 1,736\n", " \n", " \n", "\n", "" ], "text/plain": [ - " Second Doses due at 25 May (n) \\\n", + " Second Doses due at 03 Sep (n) \\\n", "Category Group \n", - "overall overall 706 \n", - "Sex F 364 \n", - " M 343 \n", - "Ethnicity (broad categories) Black 126 \n", - " Mixed 126 \n", - " Other 112 \n", - " South Asian 105 \n", - " Unknown 119 \n", - " White 119 \n", + "overall overall 1,124 \n", + "Sex F 581 \n", + " M 539 \n", + "Ethnicity (broad categories) Black 175 \n", + " Mixed 189 \n", + " Other 175 \n", + " South Asian 189 \n", + " Unknown 189 \n", + " White 203 \n", "ethnicity 16 groups African 42 \n", - " Bangladeshi or British Bangladeshi 42 \n", - " Caribbean 35 \n", - " Chinese 35 \n", - " Other 42 \n", - " Other Asian 35 \n", - " British or Mixed British 35 \n", - " Indian or British Indian 42 \n", + " Bangladeshi or British Bangladeshi 77 \n", + " Caribbean 63 \n", + " Chinese 70 \n", + " Other 63 \n", + " Other Asian 56 \n", + " British or Mixed British 56 \n", + " Indian or British Indian 63 \n", " Irish 35 \n", - " Other Black 42 \n", - " Other White 35 \n", - " Other mixed 35 \n", - " Pakistani or British Pakistani 42 \n", - " Unknown 105 \n", - " White + Asian 42 \n", - " White + Black African 21 \n", - " White + Black Caribbean 49 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 126 \n", - " 2 112 \n", - " 3 140 \n", - " 4 161 \n", - " 5 Least deprived 119 \n", - " Unknown 42 \n", - "BMI 30+ 217 \n", - " under 30 490 \n", - "Chronic cardiac disease no 700 \n", - " yes 0 \n", - "Current COPD no 700 \n", - " yes 0 \n", - "DMARDs no 700 \n", - " yes 0 \n", - "Psychosis, schizophrenia, or bipolar no 693 \n", + " Other Black 63 \n", + " Other White 63 \n", + " Other mixed 56 \n", + " Pakistani or British Pakistani 77 \n", + " Unknown 147 \n", + " White + Asian 77 \n", + " White + Black African 63 \n", + " White + Black Caribbean 70 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 196 \n", + " 2 210 \n", + " 3 203 \n", + " 4 224 \n", + " 5 Least deprived 231 \n", + " Unknown 56 \n", + "BMI 30+ 336 \n", + " under 30 791 \n", + "Chronic cardiac disease no 1,113 \n", " yes 7 \n", - "SSRI (last 12 months) no 693 \n", + "Current COPD no 1,113 \n", + " yes 14 \n", + "DMARDs no 1,120 \n", + " yes 0 \n", + "Psychosis, schizophrenia, or bipolar no 1,113 \n", " yes 7 \n", - "brand of first dose Unknown 707 \n", + "SSRI (last 12 months) no 1,113 \n", + " yes 14 \n", + "brand of first dose Unknown 1,120 \n", "\n", " Second doses overdue (n) \\\n", "Category Group \n", - "overall overall 497 \n", - "Sex F 245 \n", - " M 252 \n", - "Ethnicity (broad categories) Black 84 \n", - " Mixed 84 \n", - " Other 91 \n", - " South Asian 70 \n", - " Unknown 84 \n", - " White 91 \n", - "ethnicity 16 groups African 28 \n", - " Bangladeshi or British Bangladeshi 28 \n", - " Caribbean 21 \n", - " Chinese 28 \n", - " Other 35 \n", - " Other Asian 28 \n", - " British or Mixed British 21 \n", - " Indian or British Indian 28 \n", + "overall overall 772 \n", + "Sex F 406 \n", + " M 364 \n", + "Ethnicity (broad categories) Black 126 \n", + " Mixed 126 \n", + " Other 112 \n", + " South Asian 133 \n", + " Unknown 126 \n", + " White 147 \n", + "ethnicity 16 groups African 35 \n", + " Bangladeshi or British Bangladeshi 56 \n", + " Caribbean 42 \n", + " Chinese 42 \n", + " Other 42 \n", + " Other Asian 42 \n", + " British or Mixed British 42 \n", + " Indian or British Indian 42 \n", " Irish 21 \n", - " Other Black 28 \n", - " Other White 28 \n", - " Other mixed 21 \n", - " Pakistani or British Pakistani 35 \n", - " Unknown 77 \n", - " White + Asian 28 \n", - " White + Black African 21 \n", - " White + Black Caribbean 35 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 84 \n", - " 2 77 \n", - " 3 98 \n", - " 4 119 \n", - " 5 Least deprived 77 \n", - " Unknown 35 \n", - "BMI 30+ 161 \n", - " under 30 343 \n", - "Chronic cardiac disease no 490 \n", - " yes 0 \n", - "Current COPD no 490 \n", - " yes 0 \n", - "DMARDs no 490 \n", - " yes 0 \n", - "Psychosis, schizophrenia, or bipolar no 490 \n", + " Other Black 42 \n", + " Other White 42 \n", + " Other mixed 35 \n", + " Pakistani or British Pakistani 56 \n", + " Unknown 98 \n", + " White + Asian 56 \n", + " White + Black African 49 \n", + " White + Black Caribbean 42 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 140 \n", + " 2 140 \n", + " 3 133 \n", + " 4 147 \n", + " 5 Least deprived 168 \n", + " Unknown 42 \n", + "BMI 30+ 238 \n", + " under 30 539 \n", + "Chronic cardiac disease no 763 \n", " yes 7 \n", - "SSRI (last 12 months) no 490 \n", + "Current COPD no 763 \n", + " yes 14 \n", + "DMARDs no 770 \n", + " yes 0 \n", + "Psychosis, schizophrenia, or bipolar no 763 \n", " yes 7 \n", - "brand of first dose Unknown 497 \n", + "SSRI (last 12 months) no 763 \n", + " yes 14 \n", + "brand of first dose Unknown 770 \n", "\n", " Second doses given (n) \\\n", "Category Group \n", - "overall overall 209 \n", - "Sex F 119 \n", - " M 91 \n", - "Ethnicity (broad categories) Black 42 \n", - " Mixed 42 \n", - " Other 21 \n", - " South Asian 35 \n", - " Unknown 35 \n", - " White 28 \n", - "ethnicity 16 groups African 14 \n", - " Bangladeshi or British Bangladeshi 14 \n", - " Caribbean 14 \n", - " Chinese 7 \n", - " Other 7 \n", - " Other Asian 7 \n", + "overall overall 352 \n", + "Sex F 175 \n", + " M 175 \n", + "Ethnicity (broad categories) Black 49 \n", + " Mixed 63 \n", + " Other 63 \n", + " South Asian 56 \n", + " Unknown 63 \n", + " White 56 \n", + "ethnicity 16 groups African 7 \n", + " Bangladeshi or British Bangladeshi 21 \n", + " Caribbean 21 \n", + " Chinese 28 \n", + " Other 21 \n", + " Other Asian 14 \n", " British or Mixed British 14 \n", - " Indian or British Indian 14 \n", + " Indian or British Indian 21 \n", " Irish 14 \n", - " Other Black 14 \n", - " Other White 7 \n", - " Other mixed 14 \n", - " Pakistani or British Pakistani 7 \n", - " Unknown 28 \n", - " White + Asian 14 \n", - " White + Black African 0 \n", - " White + Black Caribbean 14 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 42 \n", - " 2 35 \n", - " 3 42 \n", - " 4 42 \n", - " 5 Least deprived 42 \n", - " Unknown 7 \n", - "BMI 30+ 56 \n", - " under 30 147 \n", - "Chronic cardiac disease no 210 \n", + " Other Black 21 \n", + " Other White 21 \n", + " Other mixed 21 \n", + " Pakistani or British Pakistani 21 \n", + " Unknown 49 \n", + " White + Asian 21 \n", + " White + Black African 14 \n", + " White + Black Caribbean 28 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 56 \n", + " 2 70 \n", + " 3 70 \n", + " 4 77 \n", + " 5 Least deprived 63 \n", + " Unknown 14 \n", + "BMI 30+ 98 \n", + " under 30 252 \n", + "Chronic cardiac disease no 350 \n", " yes 0 \n", - "Current COPD no 210 \n", + "Current COPD no 350 \n", " yes 0 \n", - "DMARDs no 210 \n", + "DMARDs no 350 \n", " yes 0 \n", - "Psychosis, schizophrenia, or bipolar no 203 \n", + "Psychosis, schizophrenia, or bipolar no 350 \n", " yes 0 \n", - "SSRI (last 12 months) no 203 \n", + "SSRI (last 12 months) no 350 \n", " yes 0 \n", - "brand of first dose Unknown 210 \n", + "brand of first dose Unknown 350 \n", "\n", " Second doses given (% of due) \\\n", "Category Group \n", - "overall overall 29.6 \n", - "Sex F 32.7 \n", - " M 26.5 \n", - "Ethnicity (broad categories) Black 33.3 \n", + "overall overall 31.3 \n", + "Sex F 30.1 \n", + " M 32.5 \n", + "Ethnicity (broad categories) Black 28.0 \n", " Mixed 33.3 \n", - " Other 18.8 \n", - " South Asian 33.3 \n", - " Unknown 29.4 \n", - " White 23.5 \n", - "ethnicity 16 groups African 33.3 \n", - " Bangladeshi or British Bangladeshi 33.3 \n", - " Caribbean 40.0 \n", - " Chinese 20.0 \n", - " Other 16.7 \n", - " Other Asian 20.0 \n", - " British or Mixed British 40.0 \n", + " Other 36.0 \n", + " South Asian 29.6 \n", + " Unknown 33.3 \n", + " White 27.6 \n", + "ethnicity 16 groups African 16.7 \n", + " Bangladeshi or British Bangladeshi 27.3 \n", + " Caribbean 33.3 \n", + " Chinese 40.0 \n", + " Other 33.3 \n", + " Other Asian 25.0 \n", + " British or Mixed British 25.0 \n", " Indian or British Indian 33.3 \n", " Irish 40.0 \n", " Other Black 33.3 \n", - " Other White 20.0 \n", - " Other mixed 40.0 \n", - " Pakistani or British Pakistani 16.7 \n", - " Unknown 26.7 \n", - " White + Asian 33.3 \n", - " White + Black African 0.0 \n", - " White + Black Caribbean 28.6 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 33.3 \n", - " 2 31.2 \n", - " 3 30.0 \n", - " 4 26.1 \n", - " 5 Least deprived 35.3 \n", - " Unknown 16.7 \n", - "BMI 30+ 25.8 \n", - " under 30 30.0 \n", - "Chronic cardiac disease no 30.0 \n", - " yes NaN \n", - "Current COPD no 30.0 \n", - " yes NaN \n", - "DMARDs no 30.0 \n", + " Other White 33.3 \n", + " Other mixed 37.5 \n", + " Pakistani or British Pakistani 27.3 \n", + " Unknown 33.3 \n", + " White + Asian 27.3 \n", + " White + Black African 22.2 \n", + " White + Black Caribbean 40.0 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 28.6 \n", + " 2 33.3 \n", + " 3 34.5 \n", + " 4 34.4 \n", + " 5 Least deprived 27.3 \n", + " Unknown 25.0 \n", + "BMI 30+ 29.2 \n", + " under 30 31.9 \n", + "Chronic cardiac disease no 31.4 \n", + " yes 0.0 \n", + "Current COPD no 31.4 \n", + " yes 0.0 \n", + "DMARDs no 31.2 \n", " yes NaN \n", - "Psychosis, schizophrenia, or bipolar no 29.3 \n", + "Psychosis, schizophrenia, or bipolar no 31.4 \n", " yes 0.0 \n", - "SSRI (last 12 months) no 29.3 \n", + "SSRI (last 12 months) no 31.4 \n", " yes 0.0 \n", - "brand of first dose Unknown 29.7 \n", + "brand of first dose Unknown 31.2 \n", "\n", " Total population \n", "Category Group \n", - "overall overall 3,332 \n", - "Sex F 1,750 \n", - " M 1,582 \n", - "Ethnicity (broad categories) Black 581 \n", - " Mixed 581 \n", + "overall overall 3,437 \n", + "Sex F 1,764 \n", + " M 1,673 \n", + "Ethnicity (broad categories) Black 553 \n", + " Mixed 567 \n", " Other 581 \n", - " South Asian 546 \n", - " Unknown 497 \n", - " White 553 \n", + " South Asian 588 \n", + " Unknown 525 \n", + " White 616 \n", "ethnicity 16 groups African 175 \n", - " Bangladeshi or British Bangladeshi 196 \n", - " Caribbean 175 \n", - " Chinese 161 \n", - " Other 189 \n", - " Other Asian 168 \n", - " British or Mixed British 189 \n", - " Indian or British Indian 189 \n", - " Irish 182 \n", - " Other Black 175 \n", - " Other White 154 \n", - " Other mixed 161 \n", - " Pakistani or British Pakistani 161 \n", - " Unknown 532 \n", - " White + Asian 182 \n", - " White + Black African 154 \n", - " White + Black Caribbean 182 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 644 \n", - " 2 609 \n", - " 3 609 \n", - " 4 623 \n", - " 5 Least deprived 658 \n", - " Unknown 196 \n", - "BMI 30+ 1,029 \n", - " under 30 2,303 \n", - "Chronic cardiac disease no 3,311 \n", - " yes 28 \n", - "Current COPD no 3,304 \n", + " Bangladeshi or British Bangladeshi 210 \n", + " Caribbean 196 \n", + " Chinese 182 \n", + " Other 182 \n", + " Other Asian 196 \n", + " British or Mixed British 182 \n", + " Indian or British Indian 168 \n", + " Irish 140 \n", + " Other Black 210 \n", + " Other White 182 \n", + " Other mixed 168 \n", + " Pakistani or British Pakistani 203 \n", + " Unknown 469 \n", + " White + Asian 203 \n", + " White + Black African 182 \n", + " White + Black Caribbean 189 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 623 \n", + " 2 658 \n", + " 3 665 \n", + " 4 672 \n", + " 5 Least deprived 651 \n", + " Unknown 175 \n", + "BMI 30+ 994 \n", + " under 30 2,443 \n", + "Chronic cardiac disease no 3,395 \n", + " yes 42 \n", + "Current COPD no 3,395 \n", + " yes 42 \n", + "DMARDs no 3,402 \n", " yes 35 \n", - "DMARDs no 3,304 \n", - " yes 28 \n", - "Psychosis, schizophrenia, or bipolar no 3,283 \n", - " yes 49 \n", - "SSRI (last 12 months) no 3,297 \n", + "Psychosis, schizophrenia, or bipolar no 3,395 \n", " yes 35 \n", - "brand of first dose Unknown 1,659 " + "SSRI (last 12 months) no 3,395 \n", + " yes 42 \n", + "brand of first dose Unknown 1,736 " ] }, "metadata": {}, @@ -7421,7 +7543,7 @@ " \n", " \n", " \n", - " Second Doses due at 25 May (n)\n", + " Second Doses due at 03 Sep (n)\n", " Second doses overdue (n)\n", " Second doses given (n)\n", " Second doses given (% of due)\n", @@ -7441,457 +7563,457 @@ " \n", " overall\n", " overall\n", - " 1,300\n", - " 905\n", - " 395\n", - " 30.4\n", - " 6,153\n", + " 1,952\n", + " 1,383\n", + " 569\n", + " 29.1\n", + " 6,160\n", " \n", " \n", " Sex\n", " F\n", - " 693\n", - " 476\n", - " 217\n", - " 31.3\n", - " 3,171\n", + " 1,001\n", + " 707\n", + " 294\n", + " 29.4\n", + " 3,206\n", " \n", " \n", " M\n", - " 602\n", - " 427\n", - " 175\n", - " 29.1\n", - " 2,989\n", + " 952\n", + " 679\n", + " 273\n", + " 28.7\n", + " 2,954\n", " \n", " \n", " Ethnicity (broad categories)\n", " Black\n", - " 217\n", - " 147\n", - " 70\n", - " 32.3\n", - " 1,043\n", + " 322\n", + " 224\n", + " 98\n", + " 30.4\n", + " 1,036\n", " \n", " \n", " Mixed\n", - " 245\n", - " 168\n", - " 77\n", - " 31.4\n", - " 1,064\n", + " 343\n", + " 252\n", + " 91\n", + " 26.5\n", + " 1,022\n", " \n", " \n", " Other\n", - " 245\n", - " 182\n", - " 63\n", - " 25.7\n", - " 1,078\n", + " 329\n", + " 224\n", + " 105\n", + " 31.9\n", + " 1,057\n", " \n", " \n", " South Asian\n", - " 224\n", - " 147\n", - " 77\n", - " 34.4\n", - " 1,057\n", + " 336\n", + " 238\n", + " 98\n", + " 29.2\n", + " 1,092\n", " \n", " \n", " Unknown\n", - " 182\n", - " 126\n", - " 56\n", - " 30.8\n", - " 903\n", + " 287\n", + " 203\n", + " 84\n", + " 29.3\n", + " 945\n", " \n", " \n", " White\n", - " 182\n", - " 126\n", - " 56\n", - " 30.8\n", + " 329\n", + " 238\n", + " 91\n", + " 27.7\n", " 1,008\n", " \n", " \n", " ethnicity 16 groups\n", " African\n", - " 70\n", - " 56\n", - " 14\n", - " 20.0\n", - " 329\n", + " 119\n", + " 84\n", + " 35\n", + " 29.4\n", + " 336\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", + " 91\n", " 70\n", - " 49\n", " 21\n", - " 30.0\n", + " 23.1\n", " 315\n", " \n", " \n", " Caribbean\n", - " 63\n", - " 42\n", - " 21\n", - " 33.3\n", + " 98\n", + " 70\n", + " 28\n", + " 28.6\n", " 343\n", " \n", " \n", " Chinese\n", + " 105\n", " 84\n", - " 56\n", - " 28\n", - " 33.3\n", - " 336\n", + " 21\n", + " 20.0\n", + " 322\n", " \n", " \n", " Other\n", + " 98\n", " 63\n", - " 42\n", - " 21\n", - " 33.3\n", - " 322\n", + " 35\n", + " 35.7\n", + " 364\n", " \n", " \n", " Other Asian\n", - " 77\n", - " 49\n", + " 91\n", + " 63\n", " 28\n", - " 36.4\n", - " 329\n", + " 30.8\n", + " 294\n", " \n", " \n", " British or Mixed British\n", - " 70\n", - " 49\n", - " 21\n", - " 30.0\n", - " 357\n", + " 105\n", + " 77\n", + " 28\n", + " 26.7\n", + " 336\n", " \n", " \n", " Indian or British Indian\n", - " 70\n", - " 49\n", - " 21\n", - " 30.0\n", - " 315\n", + " 105\n", + " 77\n", + " 28\n", + " 26.7\n", + " 322\n", " \n", " \n", " Irish\n", + " 105\n", " 77\n", - " 56\n", - " 21\n", - " 27.3\n", - " 350\n", + " 28\n", + " 26.7\n", + " 329\n", " \n", " \n", " Other Black\n", - " 70\n", - " 49\n", - " 21\n", - " 30.0\n", - " 315\n", + " 119\n", + " 84\n", + " 35\n", + " 29.4\n", + " 350\n", " \n", " \n", " Other White\n", - " 49\n", + " 98\n", + " 70\n", " 28\n", - " 21\n", - " 42.9\n", - " 322\n", + " 28.6\n", + " 308\n", " \n", " \n", " Other mixed\n", - " 70\n", - " 49\n", - " 21\n", - " 30.0\n", - " 336\n", + " 105\n", + " 70\n", + " 35\n", + " 33.3\n", + " 301\n", " \n", " \n", " Pakistani or British Pakistani\n", - " 63\n", + " 119\n", + " 77\n", " 42\n", - " 21\n", - " 33.3\n", - " 315\n", + " 35.3\n", + " 322\n", " \n", " \n", " Unknown\n", + " 280\n", " 196\n", - " 140\n", - " 56\n", - " 28.6\n", - " 910\n", + " 84\n", + " 30.0\n", + " 917\n", " \n", " \n", " White + Asian\n", + " 105\n", " 70\n", - " 49\n", - " 21\n", - " 30.0\n", - " 343\n", + " 35\n", + " 33.3\n", + " 336\n", " \n", " \n", " White + Black African\n", - " 63\n", - " 42\n", - " 21\n", - " 33.3\n", - " 308\n", + " 105\n", + " 77\n", + " 28\n", + " 26.7\n", + " 329\n", " \n", " \n", " White + Black Caribbean\n", - " 63\n", - " 49\n", - " 14\n", - " 22.2\n", - " 315\n", + " 112\n", + " 77\n", + " 35\n", + " 31.2\n", + " 336\n", " \n", " \n", " Index of Multiple Deprivation (quintiles)\n", " 1 Most deprived\n", - " 245\n", - " 168\n", - " 77\n", - " 31.4\n", - " 1,169\n", + " 399\n", + " 273\n", + " 126\n", + " 31.6\n", + " 1,211\n", " \n", " \n", " 2\n", - " 245\n", - " 168\n", - " 77\n", - " 31.4\n", - " 1,197\n", + " 371\n", + " 273\n", + " 98\n", + " 26.4\n", + " 1,162\n", " \n", " \n", " 3\n", - " 252\n", - " 168\n", - " 84\n", - " 33.3\n", - " 1,204\n", + " 378\n", + " 273\n", + " 105\n", + " 27.8\n", + " 1,162\n", " \n", " \n", " 4\n", - " 238\n", - " 175\n", - " 63\n", - " 26.5\n", - " 1,148\n", + " 364\n", + " 266\n", + " 98\n", + " 26.9\n", + " 1,169\n", " \n", " \n", " 5 Least deprived\n", - " 252\n", - " 168\n", - " 84\n", - " 33.3\n", + " 336\n", + " 231\n", + " 105\n", + " 31.2\n", " 1,120\n", " \n", " \n", " Unknown\n", - " 63\n", - " 49\n", - " 14\n", - " 22.2\n", - " 315\n", + " 105\n", + " 77\n", + " 28\n", + " 26.7\n", + " 329\n", " \n", " \n", " brand of first dose\n", " Unknown\n", - " 1,302\n", - " 910\n", - " 392\n", - " 30.1\n", - " 3,059\n", + " 1,953\n", + " 1,386\n", + " 567\n", + " 29.0\n", + " 3,108\n", " \n", " \n", "\n", "" ], "text/plain": [ - " Second Doses due at 25 May (n) \\\n", + " Second Doses due at 03 Sep (n) \\\n", "Category Group \n", - "overall overall 1,300 \n", - "Sex F 693 \n", - " M 602 \n", - "Ethnicity (broad categories) Black 217 \n", - " Mixed 245 \n", - " Other 245 \n", - " South Asian 224 \n", - " Unknown 182 \n", - " White 182 \n", - "ethnicity 16 groups African 70 \n", - " Bangladeshi or British Bangladeshi 70 \n", - " Caribbean 63 \n", - " Chinese 84 \n", - " Other 63 \n", - " Other Asian 77 \n", - " British or Mixed British 70 \n", - " Indian or British Indian 70 \n", - " Irish 77 \n", - " Other Black 70 \n", - " Other White 49 \n", - " Other mixed 70 \n", - " Pakistani or British Pakistani 63 \n", - " Unknown 196 \n", - " White + Asian 70 \n", - " White + Black African 63 \n", - " White + Black Caribbean 63 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 245 \n", - " 2 245 \n", - " 3 252 \n", - " 4 238 \n", - " 5 Least deprived 252 \n", - " Unknown 63 \n", - "brand of first dose Unknown 1,302 \n", + "overall overall 1,952 \n", + "Sex F 1,001 \n", + " M 952 \n", + "Ethnicity (broad categories) Black 322 \n", + " Mixed 343 \n", + " Other 329 \n", + " South Asian 336 \n", + " Unknown 287 \n", + " White 329 \n", + "ethnicity 16 groups African 119 \n", + " Bangladeshi or British Bangladeshi 91 \n", + " Caribbean 98 \n", + " Chinese 105 \n", + " Other 98 \n", + " Other Asian 91 \n", + " British or Mixed British 105 \n", + " Indian or British Indian 105 \n", + " Irish 105 \n", + " Other Black 119 \n", + " Other White 98 \n", + " Other mixed 105 \n", + " Pakistani or British Pakistani 119 \n", + " Unknown 280 \n", + " White + Asian 105 \n", + " White + Black African 105 \n", + " White + Black Caribbean 112 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 399 \n", + " 2 371 \n", + " 3 378 \n", + " 4 364 \n", + " 5 Least deprived 336 \n", + " Unknown 105 \n", + "brand of first dose Unknown 1,953 \n", "\n", " Second doses overdue (n) \\\n", "Category Group \n", - "overall overall 905 \n", - "Sex F 476 \n", - " M 427 \n", - "Ethnicity (broad categories) Black 147 \n", - " Mixed 168 \n", - " Other 182 \n", - " South Asian 147 \n", - " Unknown 126 \n", - " White 126 \n", - "ethnicity 16 groups African 56 \n", - " Bangladeshi or British Bangladeshi 49 \n", - " Caribbean 42 \n", - " Chinese 56 \n", - " Other 42 \n", - " Other Asian 49 \n", - " British or Mixed British 49 \n", - " Indian or British Indian 49 \n", - " Irish 56 \n", - " Other Black 49 \n", - " Other White 28 \n", - " Other mixed 49 \n", - " Pakistani or British Pakistani 42 \n", - " Unknown 140 \n", - " White + Asian 49 \n", - " White + Black African 42 \n", - " White + Black Caribbean 49 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 168 \n", - " 2 168 \n", - " 3 168 \n", - " 4 175 \n", - " 5 Least deprived 168 \n", - " Unknown 49 \n", - "brand of first dose Unknown 910 \n", + "overall overall 1,383 \n", + "Sex F 707 \n", + " M 679 \n", + "Ethnicity (broad categories) Black 224 \n", + " Mixed 252 \n", + " Other 224 \n", + " South Asian 238 \n", + " Unknown 203 \n", + " White 238 \n", + "ethnicity 16 groups African 84 \n", + " Bangladeshi or British Bangladeshi 70 \n", + " Caribbean 70 \n", + " Chinese 84 \n", + " Other 63 \n", + " Other Asian 63 \n", + " British or Mixed British 77 \n", + " Indian or British Indian 77 \n", + " Irish 77 \n", + " Other Black 84 \n", + " Other White 70 \n", + " Other mixed 70 \n", + " Pakistani or British Pakistani 77 \n", + " Unknown 196 \n", + " White + Asian 70 \n", + " White + Black African 77 \n", + " White + Black Caribbean 77 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 273 \n", + " 2 273 \n", + " 3 273 \n", + " 4 266 \n", + " 5 Least deprived 231 \n", + " Unknown 77 \n", + "brand of first dose Unknown 1,386 \n", "\n", " Second doses given (n) \\\n", "Category Group \n", - "overall overall 395 \n", - "Sex F 217 \n", - " M 175 \n", - "Ethnicity (broad categories) Black 70 \n", - " Mixed 77 \n", - " Other 63 \n", - " South Asian 77 \n", - " Unknown 56 \n", - " White 56 \n", - "ethnicity 16 groups African 14 \n", + "overall overall 569 \n", + "Sex F 294 \n", + " M 273 \n", + "Ethnicity (broad categories) Black 98 \n", + " Mixed 91 \n", + " Other 105 \n", + " South Asian 98 \n", + " Unknown 84 \n", + " White 91 \n", + "ethnicity 16 groups African 35 \n", " Bangladeshi or British Bangladeshi 21 \n", - " Caribbean 21 \n", - " Chinese 28 \n", - " Other 21 \n", + " Caribbean 28 \n", + " Chinese 21 \n", + " Other 35 \n", " Other Asian 28 \n", - " British or Mixed British 21 \n", - " Indian or British Indian 21 \n", - " Irish 21 \n", - " Other Black 21 \n", - " Other White 21 \n", - " Other mixed 21 \n", - " Pakistani or British Pakistani 21 \n", - " Unknown 56 \n", - " White + Asian 21 \n", - " White + Black African 21 \n", - " White + Black Caribbean 14 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 77 \n", - " 2 77 \n", - " 3 84 \n", - " 4 63 \n", - " 5 Least deprived 84 \n", - " Unknown 14 \n", - "brand of first dose Unknown 392 \n", + " British or Mixed British 28 \n", + " Indian or British Indian 28 \n", + " Irish 28 \n", + " Other Black 35 \n", + " Other White 28 \n", + " Other mixed 35 \n", + " Pakistani or British Pakistani 42 \n", + " Unknown 84 \n", + " White + Asian 35 \n", + " White + Black African 28 \n", + " White + Black Caribbean 35 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 126 \n", + " 2 98 \n", + " 3 105 \n", + " 4 98 \n", + " 5 Least deprived 105 \n", + " Unknown 28 \n", + "brand of first dose Unknown 567 \n", "\n", " Second doses given (% of due) \\\n", "Category Group \n", - "overall overall 30.4 \n", - "Sex F 31.3 \n", - " M 29.1 \n", - "Ethnicity (broad categories) Black 32.3 \n", - " Mixed 31.4 \n", - " Other 25.7 \n", - " South Asian 34.4 \n", - " Unknown 30.8 \n", - " White 30.8 \n", - "ethnicity 16 groups African 20.0 \n", - " Bangladeshi or British Bangladeshi 30.0 \n", - " Caribbean 33.3 \n", - " Chinese 33.3 \n", - " Other 33.3 \n", - " Other Asian 36.4 \n", - " British or Mixed British 30.0 \n", - " Indian or British Indian 30.0 \n", - " Irish 27.3 \n", - " Other Black 30.0 \n", - " Other White 42.9 \n", - " Other mixed 30.0 \n", - " Pakistani or British Pakistani 33.3 \n", - " Unknown 28.6 \n", - " White + Asian 30.0 \n", - " White + Black African 33.3 \n", - " White + Black Caribbean 22.2 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 31.4 \n", - " 2 31.4 \n", - " 3 33.3 \n", - " 4 26.5 \n", - " 5 Least deprived 33.3 \n", - " Unknown 22.2 \n", - "brand of first dose Unknown 30.1 \n", + "overall overall 29.1 \n", + "Sex F 29.4 \n", + " M 28.7 \n", + "Ethnicity (broad categories) Black 30.4 \n", + " Mixed 26.5 \n", + " Other 31.9 \n", + " South Asian 29.2 \n", + " Unknown 29.3 \n", + " White 27.7 \n", + "ethnicity 16 groups African 29.4 \n", + " Bangladeshi or British Bangladeshi 23.1 \n", + " Caribbean 28.6 \n", + " Chinese 20.0 \n", + " Other 35.7 \n", + " Other Asian 30.8 \n", + " British or Mixed British 26.7 \n", + " Indian or British Indian 26.7 \n", + " Irish 26.7 \n", + " Other Black 29.4 \n", + " Other White 28.6 \n", + " Other mixed 33.3 \n", + " Pakistani or British Pakistani 35.3 \n", + " Unknown 30.0 \n", + " White + Asian 33.3 \n", + " White + Black African 26.7 \n", + " White + Black Caribbean 31.2 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 31.6 \n", + " 2 26.4 \n", + " 3 27.8 \n", + " 4 26.9 \n", + " 5 Least deprived 31.2 \n", + " Unknown 26.7 \n", + "brand of first dose Unknown 29.0 \n", "\n", " Total population \n", "Category Group \n", - "overall overall 6,153 \n", - "Sex F 3,171 \n", - " M 2,989 \n", - "Ethnicity (broad categories) Black 1,043 \n", - " Mixed 1,064 \n", - " Other 1,078 \n", - " South Asian 1,057 \n", - " Unknown 903 \n", + "overall overall 6,160 \n", + "Sex F 3,206 \n", + " M 2,954 \n", + "Ethnicity (broad categories) Black 1,036 \n", + " Mixed 1,022 \n", + " Other 1,057 \n", + " South Asian 1,092 \n", + " Unknown 945 \n", " White 1,008 \n", - "ethnicity 16 groups African 329 \n", + "ethnicity 16 groups African 336 \n", " Bangladeshi or British Bangladeshi 315 \n", " Caribbean 343 \n", - " Chinese 336 \n", - " Other 322 \n", - " Other Asian 329 \n", - " British or Mixed British 357 \n", - " Indian or British Indian 315 \n", - " Irish 350 \n", - " Other Black 315 \n", - " Other White 322 \n", - " Other mixed 336 \n", - " Pakistani or British Pakistani 315 \n", - " Unknown 910 \n", - " White + Asian 343 \n", - " White + Black African 308 \n", - " White + Black Caribbean 315 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 1,169 \n", - " 2 1,197 \n", - " 3 1,204 \n", - " 4 1,148 \n", + " Chinese 322 \n", + " Other 364 \n", + " Other Asian 294 \n", + " British or Mixed British 336 \n", + " Indian or British Indian 322 \n", + " Irish 329 \n", + " Other Black 350 \n", + " Other White 308 \n", + " Other mixed 301 \n", + " Pakistani or British Pakistani 322 \n", + " Unknown 917 \n", + " White + Asian 336 \n", + " White + Black African 329 \n", + " White + Black Caribbean 336 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 1,211 \n", + " 2 1,162 \n", + " 3 1,162 \n", + " 4 1,169 \n", " 5 Least deprived 1,120 \n", - " Unknown 315 \n", - "brand of first dose Unknown 3,059 " + " Unknown 329 \n", + "brand of first dose Unknown 3,108 " ] }, "metadata": {}, @@ -7961,7 +8083,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -8019,7 +8141,7 @@ " \n", " \n", " \n", - " Second Doses due at 25 May (n)\n", + " Second Doses due at 03 Sep (n)\n", " Second doses overdue (n)\n", " Second doses given (n)\n", " Second doses given (% of due)\n", @@ -8039,457 +8161,470 @@ " \n", " overall\n", " overall\n", - " 1,377\n", - " 953\n", - " 424\n", - " 30.8\n", - " 6,461\n", + " 2,007\n", + " 1,397\n", + " 610\n", + " 30.4\n", + " 6,377\n", " \n", " \n", " Sex\n", " F\n", - " 665\n", - " 469\n", - " 196\n", - " 29.5\n", - " 3,276\n", + " 980\n", + " 686\n", + " 294\n", + " 30.0\n", + " 3,220\n", " \n", " \n", " M\n", + " 1,029\n", " 714\n", - " 490\n", - " 224\n", - " 31.4\n", - " 3,185\n", + " 315\n", + " 30.6\n", + " 3,157\n", " \n", " \n", " Ethnicity (broad categories)\n", " Black\n", - " 245\n", - " 182\n", - " 63\n", - " 25.7\n", - " 1,064\n", + " 329\n", + " 231\n", + " 98\n", + " 29.8\n", + " 1,078\n", " \n", " \n", " Mixed\n", + " 343\n", " 245\n", - " 175\n", - " 70\n", + " 98\n", " 28.6\n", - " 1,134\n", + " 1,064\n", " \n", " \n", " Other\n", - " 210\n", - " 133\n", - " 77\n", - " 36.7\n", + " 343\n", + " 238\n", + " 105\n", + " 30.6\n", " 1,092\n", " \n", " \n", " South Asian\n", - " 210\n", - " 133\n", - " 77\n", - " 36.7\n", - " 1,078\n", + " 336\n", + " 231\n", + " 105\n", + " 31.2\n", + " 1,092\n", " \n", " \n", " Unknown\n", - " 210\n", - " 154\n", - " 56\n", - " 26.7\n", - " 959\n", + " 308\n", + " 217\n", + " 91\n", + " 29.5\n", + " 973\n", " \n", " \n", " White\n", - " 259\n", - " 175\n", - " 84\n", - " 32.4\n", - " 1,141\n", + " 357\n", + " 245\n", + " 112\n", + " 31.4\n", + " 1,078\n", " \n", " \n", " ethnicity 16 groups\n", " African\n", + " 112\n", " 77\n", - " 63\n", - " 14\n", - " 18.2\n", - " 357\n", + " 35\n", + " 31.2\n", + " 322\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", - " 63\n", - " 42\n", + " 98\n", + " 77\n", " 21\n", - " 33.3\n", - " 336\n", + " 21.4\n", + " 329\n", " \n", " \n", " Caribbean\n", - " 84\n", - " 56\n", + " 105\n", + " 77\n", " 28\n", - " 33.3\n", - " 357\n", + " 26.7\n", + " 336\n", " \n", " \n", " Chinese\n", - " 91\n", - " 63\n", + " 98\n", + " 70\n", " 28\n", - " 30.8\n", - " 371\n", + " 28.6\n", + " 322\n", " \n", " \n", " Other\n", - " 91\n", - " 63\n", - " 28\n", - " 30.8\n", - " 336\n", + " 112\n", + " 77\n", + " 35\n", + " 31.2\n", + " 364\n", " \n", " \n", " Other Asian\n", - " 77\n", + " 119\n", + " 70\n", " 49\n", - " 28\n", - " 36.4\n", - " 329\n", + " 41.2\n", + " 371\n", " \n", " \n", " British or Mixed British\n", - " 77\n", - " 56\n", - " 21\n", - " 27.3\n", - " 350\n", + " 105\n", + " 70\n", + " 35\n", + " 33.3\n", + " 343\n", " \n", " \n", " Indian or British Indian\n", - " 77\n", - " 49\n", - " 28\n", - " 36.4\n", - " 336\n", + " 98\n", + " 56\n", + " 42\n", + " 42.9\n", + " 308\n", " \n", " \n", " Irish\n", - " 77\n", - " 56\n", + " 126\n", + " 105\n", " 21\n", - " 27.3\n", - " 343\n", + " 16.7\n", + " 350\n", " \n", " \n", " Other Black\n", - " 63\n", - " 49\n", - " 14\n", - " 22.2\n", - " 308\n", + " 119\n", + " 91\n", + " 28\n", + " 23.5\n", + " 364\n", " \n", " \n", " Other White\n", - " 63\n", - " 42\n", - " 21\n", - " 33.3\n", - " 322\n", + " 98\n", + " 70\n", + " 28\n", + " 28.6\n", + " 315\n", " \n", " \n", " Other mixed\n", - " 70\n", - " 49\n", - " 21\n", - " 30.0\n", - " 364\n", + " 112\n", + " 77\n", + " 35\n", + " 31.2\n", + " 357\n", " \n", " \n", " Pakistani or British Pakistani\n", + " 105\n", " 70\n", - " 49\n", - " 21\n", - " 30.0\n", - " 357\n", + " 35\n", + " 33.3\n", + " 322\n", " \n", " \n", " Unknown\n", - " 210\n", - " 140\n", - " 70\n", - " 33.3\n", - " 966\n", + " 280\n", + " 189\n", + " 91\n", + " 32.5\n", + " 938\n", " \n", " \n", " White + Asian\n", + " 105\n", " 84\n", - " 63\n", " 21\n", - " 25.0\n", - " 357\n", + " 20.0\n", + " 343\n", " \n", " \n", " White + Black African\n", + " 105\n", " 63\n", - " 49\n", - " 14\n", - " 22.2\n", - " 350\n", + " 42\n", + " 40.0\n", + " 371\n", " \n", " \n", " White + Black Caribbean\n", - " 56\n", + " 112\n", + " 77\n", " 35\n", - " 21\n", - " 37.5\n", - " 329\n", + " 31.2\n", + " 322\n", " \n", " \n", " Index of Multiple Deprivation (quintiles)\n", " 1 Most deprived\n", - " 259\n", - " 175\n", - " 84\n", - " 32.4\n", - " 1,204\n", + " 420\n", + " 294\n", + " 126\n", + " 30.0\n", + " 1,316\n", " \n", " \n", " 2\n", - " 280\n", - " 196\n", - " 84\n", - " 30.0\n", - " 1,281\n", + " 378\n", + " 259\n", + " 119\n", + " 31.5\n", + " 1,197\n", " \n", " \n", " 3\n", - " 259\n", - " 175\n", - " 84\n", - " 32.4\n", - " 1,204\n", + " 378\n", + " 273\n", + " 105\n", + " 27.8\n", + " 1,190\n", " \n", " \n", " 4\n", - " 259\n", - " 189\n", - " 70\n", - " 27.0\n", - " 1,225\n", + " 385\n", + " 252\n", + " 133\n", + " 34.5\n", + " 1,169\n", " \n", " \n", " 5 Least deprived\n", - " 252\n", - " 175\n", - " 77\n", - " 30.6\n", - " 1,204\n", + " 364\n", + " 259\n", + " 105\n", + " 28.8\n", + " 1,232\n", " \n", " \n", " Unknown\n", + " 84\n", " 63\n", - " 42\n", " 21\n", - " 33.3\n", - " 343\n", + " 25.0\n", + " 273\n", + " \n", + " \n", + " brand of first dose\n", + " Pfizer\n", + " 0\n", + " 0\n", + " 0\n", + " NaN\n", + " 0\n", " \n", " \n", - " brand of first dose\n", " Unknown\n", - " 1,372\n", - " 945\n", - " 427\n", - " 31.1\n", - " 3,227\n", + " 2,002\n", + " 1,393\n", + " 609\n", + " 30.4\n", + " 3,164\n", " \n", " \n", "\n", "" ], "text/plain": [ - " Second Doses due at 25 May (n) \\\n", + " Second Doses due at 03 Sep (n) \\\n", "Category Group \n", - "overall overall 1,377 \n", - "Sex F 665 \n", - " M 714 \n", - "Ethnicity (broad categories) Black 245 \n", - " Mixed 245 \n", - " Other 210 \n", - " South Asian 210 \n", - " Unknown 210 \n", - " White 259 \n", - "ethnicity 16 groups African 77 \n", - " Bangladeshi or British Bangladeshi 63 \n", - " Caribbean 84 \n", - " Chinese 91 \n", - " Other 91 \n", - " Other Asian 77 \n", - " British or Mixed British 77 \n", - " Indian or British Indian 77 \n", - " Irish 77 \n", - " Other Black 63 \n", - " Other White 63 \n", - " Other mixed 70 \n", - " Pakistani or British Pakistani 70 \n", - " Unknown 210 \n", - " White + Asian 84 \n", - " White + Black African 63 \n", - " White + Black Caribbean 56 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 259 \n", - " 2 280 \n", - " 3 259 \n", - " 4 259 \n", - " 5 Least deprived 252 \n", - " Unknown 63 \n", - "brand of first dose Unknown 1,372 \n", + "overall overall 2,007 \n", + "Sex F 980 \n", + " M 1,029 \n", + "Ethnicity (broad categories) Black 329 \n", + " Mixed 343 \n", + " Other 343 \n", + " South Asian 336 \n", + " Unknown 308 \n", + " White 357 \n", + "ethnicity 16 groups African 112 \n", + " Bangladeshi or British Bangladeshi 98 \n", + " Caribbean 105 \n", + " Chinese 98 \n", + " Other 112 \n", + " Other Asian 119 \n", + " British or Mixed British 105 \n", + " Indian or British Indian 98 \n", + " Irish 126 \n", + " Other Black 119 \n", + " Other White 98 \n", + " Other mixed 112 \n", + " Pakistani or British Pakistani 105 \n", + " Unknown 280 \n", + " White + Asian 105 \n", + " White + Black African 105 \n", + " White + Black Caribbean 112 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 420 \n", + " 2 378 \n", + " 3 378 \n", + " 4 385 \n", + " 5 Least deprived 364 \n", + " Unknown 84 \n", + "brand of first dose Pfizer 0 \n", + " Unknown 2,002 \n", "\n", " Second doses overdue (n) \\\n", "Category Group \n", - "overall overall 953 \n", - "Sex F 469 \n", - " M 490 \n", - "Ethnicity (broad categories) Black 182 \n", - " Mixed 175 \n", - " Other 133 \n", - " South Asian 133 \n", - " Unknown 154 \n", - " White 175 \n", - "ethnicity 16 groups African 63 \n", - " Bangladeshi or British Bangladeshi 42 \n", - " Caribbean 56 \n", - " Chinese 63 \n", - " Other 63 \n", - " Other Asian 49 \n", - " British or Mixed British 56 \n", - " Indian or British Indian 49 \n", - " Irish 56 \n", - " Other Black 49 \n", - " Other White 42 \n", - " Other mixed 49 \n", - " Pakistani or British Pakistani 49 \n", - " Unknown 140 \n", - " White + Asian 63 \n", - " White + Black African 49 \n", - " White + Black Caribbean 35 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 175 \n", - " 2 196 \n", - " 3 175 \n", - " 4 189 \n", - " 5 Least deprived 175 \n", - " Unknown 42 \n", - "brand of first dose Unknown 945 \n", + "overall overall 1,397 \n", + "Sex F 686 \n", + " M 714 \n", + "Ethnicity (broad categories) Black 231 \n", + " Mixed 245 \n", + " Other 238 \n", + " South Asian 231 \n", + " Unknown 217 \n", + " White 245 \n", + "ethnicity 16 groups African 77 \n", + " Bangladeshi or British Bangladeshi 77 \n", + " Caribbean 77 \n", + " Chinese 70 \n", + " Other 77 \n", + " Other Asian 70 \n", + " British or Mixed British 70 \n", + " Indian or British Indian 56 \n", + " Irish 105 \n", + " Other Black 91 \n", + " Other White 70 \n", + " Other mixed 77 \n", + " Pakistani or British Pakistani 70 \n", + " Unknown 189 \n", + " White + Asian 84 \n", + " White + Black African 63 \n", + " White + Black Caribbean 77 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 294 \n", + " 2 259 \n", + " 3 273 \n", + " 4 252 \n", + " 5 Least deprived 259 \n", + " Unknown 63 \n", + "brand of first dose Pfizer 0 \n", + " Unknown 1,393 \n", "\n", " Second doses given (n) \\\n", "Category Group \n", - "overall overall 424 \n", - "Sex F 196 \n", - " M 224 \n", - "Ethnicity (broad categories) Black 63 \n", - " Mixed 70 \n", - " Other 77 \n", - " South Asian 77 \n", - " Unknown 56 \n", - " White 84 \n", - "ethnicity 16 groups African 14 \n", + "overall overall 610 \n", + "Sex F 294 \n", + " M 315 \n", + "Ethnicity (broad categories) Black 98 \n", + " Mixed 98 \n", + " Other 105 \n", + " South Asian 105 \n", + " Unknown 91 \n", + " White 112 \n", + "ethnicity 16 groups African 35 \n", " Bangladeshi or British Bangladeshi 21 \n", " Caribbean 28 \n", " Chinese 28 \n", - " Other 28 \n", - " Other Asian 28 \n", - " British or Mixed British 21 \n", - " Indian or British Indian 28 \n", + " Other 35 \n", + " Other Asian 49 \n", + " British or Mixed British 35 \n", + " Indian or British Indian 42 \n", " Irish 21 \n", - " Other Black 14 \n", - " Other White 21 \n", - " Other mixed 21 \n", - " Pakistani or British Pakistani 21 \n", - " Unknown 70 \n", + " Other Black 28 \n", + " Other White 28 \n", + " Other mixed 35 \n", + " Pakistani or British Pakistani 35 \n", + " Unknown 91 \n", " White + Asian 21 \n", - " White + Black African 14 \n", - " White + Black Caribbean 21 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 84 \n", - " 2 84 \n", - " 3 84 \n", - " 4 70 \n", - " 5 Least deprived 77 \n", + " White + Black African 42 \n", + " White + Black Caribbean 35 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 126 \n", + " 2 119 \n", + " 3 105 \n", + " 4 133 \n", + " 5 Least deprived 105 \n", " Unknown 21 \n", - "brand of first dose Unknown 427 \n", + "brand of first dose Pfizer 0 \n", + " Unknown 609 \n", "\n", " Second doses given (% of due) \\\n", "Category Group \n", - "overall overall 30.8 \n", - "Sex F 29.5 \n", - " M 31.4 \n", - "Ethnicity (broad categories) Black 25.7 \n", + "overall overall 30.4 \n", + "Sex F 30.0 \n", + " M 30.6 \n", + "Ethnicity (broad categories) Black 29.8 \n", " Mixed 28.6 \n", - " Other 36.7 \n", - " South Asian 36.7 \n", - " Unknown 26.7 \n", - " White 32.4 \n", - "ethnicity 16 groups African 18.2 \n", - " Bangladeshi or British Bangladeshi 33.3 \n", - " Caribbean 33.3 \n", - " Chinese 30.8 \n", - " Other 30.8 \n", - " Other Asian 36.4 \n", - " British or Mixed British 27.3 \n", - " Indian or British Indian 36.4 \n", - " Irish 27.3 \n", - " Other Black 22.2 \n", - " Other White 33.3 \n", - " Other mixed 30.0 \n", - " Pakistani or British Pakistani 30.0 \n", - " Unknown 33.3 \n", - " White + Asian 25.0 \n", - " White + Black African 22.2 \n", - " White + Black Caribbean 37.5 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 32.4 \n", - " 2 30.0 \n", - " 3 32.4 \n", - " 4 27.0 \n", - " 5 Least deprived 30.6 \n", - " Unknown 33.3 \n", - "brand of first dose Unknown 31.1 \n", + " Other 30.6 \n", + " South Asian 31.2 \n", + " Unknown 29.5 \n", + " White 31.4 \n", + "ethnicity 16 groups African 31.2 \n", + " Bangladeshi or British Bangladeshi 21.4 \n", + " Caribbean 26.7 \n", + " Chinese 28.6 \n", + " Other 31.2 \n", + " Other Asian 41.2 \n", + " British or Mixed British 33.3 \n", + " Indian or British Indian 42.9 \n", + " Irish 16.7 \n", + " Other Black 23.5 \n", + " Other White 28.6 \n", + " Other mixed 31.2 \n", + " Pakistani or British Pakistani 33.3 \n", + " Unknown 32.5 \n", + " White + Asian 20.0 \n", + " White + Black African 40.0 \n", + " White + Black Caribbean 31.2 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 30.0 \n", + " 2 31.5 \n", + " 3 27.8 \n", + " 4 34.5 \n", + " 5 Least deprived 28.8 \n", + " Unknown 25.0 \n", + "brand of first dose Pfizer NaN \n", + " Unknown 30.4 \n", "\n", " Total population \n", "Category Group \n", - "overall overall 6,461 \n", - "Sex F 3,276 \n", - " M 3,185 \n", - "Ethnicity (broad categories) Black 1,064 \n", - " Mixed 1,134 \n", + "overall overall 6,377 \n", + "Sex F 3,220 \n", + " M 3,157 \n", + "Ethnicity (broad categories) Black 1,078 \n", + " Mixed 1,064 \n", " Other 1,092 \n", - " South Asian 1,078 \n", - " Unknown 959 \n", - " White 1,141 \n", - "ethnicity 16 groups African 357 \n", - " Bangladeshi or British Bangladeshi 336 \n", - " Caribbean 357 \n", - " Chinese 371 \n", - " Other 336 \n", - " Other Asian 329 \n", - " British or Mixed British 350 \n", - " Indian or British Indian 336 \n", - " Irish 343 \n", - " Other Black 308 \n", - " Other White 322 \n", - " Other mixed 364 \n", - " Pakistani or British Pakistani 357 \n", - " Unknown 966 \n", - " White + Asian 357 \n", - " White + Black African 350 \n", - " White + Black Caribbean 329 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 1,204 \n", - " 2 1,281 \n", - " 3 1,204 \n", - " 4 1,225 \n", - " 5 Least deprived 1,204 \n", - " Unknown 343 \n", - "brand of first dose Unknown 3,227 " + " South Asian 1,092 \n", + " Unknown 973 \n", + " White 1,078 \n", + "ethnicity 16 groups African 322 \n", + " Bangladeshi or British Bangladeshi 329 \n", + " Caribbean 336 \n", + " Chinese 322 \n", + " Other 364 \n", + " Other Asian 371 \n", + " British or Mixed British 343 \n", + " Indian or British Indian 308 \n", + " Irish 350 \n", + " Other Black 364 \n", + " Other White 315 \n", + " Other mixed 357 \n", + " Pakistani or British Pakistani 322 \n", + " Unknown 938 \n", + " White + Asian 343 \n", + " White + Black African 371 \n", + " White + Black Caribbean 322 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 1,316 \n", + " 2 1,197 \n", + " 3 1,190 \n", + " 4 1,169 \n", + " 5 Least deprived 1,232 \n", + " Unknown 273 \n", + "brand of first dose Pfizer 0 \n", + " Unknown 3,164 " ] }, "metadata": {}, @@ -8559,7 +8694,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -8617,7 +8752,7 @@ " \n", " \n", " \n", - " Second Doses due at 25 May (n)\n", + " Second Doses due at 03 Sep (n)\n", " Second doses overdue (n)\n", " Second doses given (n)\n", " Second doses given (% of due)\n", @@ -8637,470 +8772,457 @@ " \n", " overall\n", " overall\n", - " 3,796\n", - " 2,663\n", - " 1,133\n", - " 29.8\n", - " 17,906\n", + " 2,412\n", + " 1,725\n", + " 687\n", + " 28.5\n", + " 7,455\n", " \n", " \n", " Sex\n", " F\n", - " 1,946\n", - " 1,379\n", - " 567\n", - " 29.1\n", - " 9,156\n", + " 1,197\n", + " 868\n", + " 329\n", + " 27.5\n", + " 3,794\n", " \n", " \n", " M\n", - " 1,848\n", - " 1,281\n", - " 567\n", - " 30.7\n", - " 8,743\n", + " 1,211\n", + " 854\n", + " 357\n", + " 29.5\n", + " 3,661\n", " \n", " \n", " Ethnicity (broad categories)\n", " Black\n", - " 679\n", - " 476\n", - " 203\n", - " 29.9\n", - " 3,199\n", + " 399\n", + " 287\n", + " 112\n", + " 28.1\n", + " 1,232\n", " \n", " \n", " Mixed\n", - " 665\n", - " 469\n", - " 196\n", - " 29.5\n", - " 3,080\n", + " 462\n", + " 315\n", + " 147\n", + " 31.8\n", + " 1,288\n", " \n", " \n", " Other\n", - " 630\n", - " 448\n", - " 182\n", - " 28.9\n", - " 2,968\n", + " 406\n", + " 287\n", + " 119\n", + " 29.3\n", + " 1,267\n", " \n", " \n", " South Asian\n", - " 616\n", - " 441\n", - " 175\n", - " 28.4\n", - " 3,010\n", + " 399\n", + " 301\n", + " 98\n", + " 24.6\n", + " 1,253\n", " \n", " \n", " Unknown\n", - " 602\n", - " 413\n", - " 189\n", - " 31.4\n", - " 2,695\n", + " 336\n", + " 231\n", + " 105\n", + " 31.2\n", + " 1,127\n", " \n", " \n", " White\n", - " 609\n", - " 420\n", - " 189\n", - " 31.0\n", - " 2,954\n", + " 413\n", + " 301\n", + " 112\n", + " 27.1\n", + " 1,288\n", " \n", " \n", " ethnicity 16 groups\n", " African\n", - " 196\n", - " 140\n", - " 56\n", + " 147\n", + " 105\n", + " 42\n", " 28.6\n", - " 987\n", + " 427\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", - " 203\n", - " 140\n", - " 63\n", - " 31.0\n", - " 952\n", + " 133\n", + " 98\n", + " 35\n", + " 26.3\n", + " 434\n", " \n", " \n", " Caribbean\n", - " 231\n", - " 168\n", - " 63\n", - " 27.3\n", - " 966\n", + " 105\n", + " 70\n", + " 35\n", + " 33.3\n", + " 371\n", " \n", " \n", " Chinese\n", - " 210\n", - " 147\n", - " 63\n", - " 30.0\n", - " 917\n", + " 133\n", + " 91\n", + " 42\n", + " 31.6\n", + " 413\n", " \n", " \n", " Other\n", - " 196\n", " 133\n", - " 63\n", - " 32.1\n", - " 945\n", + " 91\n", + " 42\n", + " 31.6\n", + " 406\n", " \n", " \n", " Other Asian\n", - " 203\n", - " 140\n", - " 63\n", - " 31.0\n", - " 917\n", + " 133\n", + " 105\n", + " 28\n", + " 21.1\n", + " 371\n", " \n", " \n", " British or Mixed British\n", - " 182\n", " 133\n", - " 49\n", - " 26.9\n", - " 924\n", + " 98\n", + " 35\n", + " 26.3\n", + " 399\n", " \n", " \n", " Indian or British Indian\n", - " 203\n", - " 140\n", - " 63\n", - " 31.0\n", - " 966\n", + " 133\n", + " 98\n", + " 35\n", + " 26.3\n", + " 378\n", " \n", " \n", " Irish\n", - " 196\n", - " 140\n", - " 56\n", - " 28.6\n", - " 966\n", + " 119\n", + " 84\n", + " 35\n", + " 29.4\n", + " 434\n", " \n", " \n", " Other Black\n", - " 196\n", - " 140\n", - " 56\n", - " 28.6\n", - " 959\n", + " 126\n", + " 91\n", + " 35\n", + " 27.8\n", + " 406\n", " \n", " \n", " Other White\n", - " 189\n", - " 133\n", - " 56\n", - " 29.6\n", - " 931\n", + " 119\n", + " 84\n", + " 35\n", + " 29.4\n", + " 378\n", " \n", " \n", " Other mixed\n", - " 196\n", - " 133\n", - " 63\n", - " 32.1\n", - " 994\n", + " 119\n", + " 91\n", + " 28\n", + " 23.5\n", + " 357\n", " \n", " \n", " Pakistani or British Pakistani\n", - " 203\n", " 133\n", - " 70\n", - " 34.5\n", - " 959\n", + " 91\n", + " 42\n", + " 31.6\n", + " 399\n", " \n", " \n", " Unknown\n", - " 560\n", - " 385\n", - " 175\n", - " 31.2\n", - " 2,716\n", + " 378\n", + " 266\n", + " 112\n", + " 29.6\n", + " 1,127\n", " \n", " \n", " White + Asian\n", - " 217\n", - " 154\n", - " 63\n", - " 29.0\n", - " 987\n", + " 133\n", + " 91\n", + " 42\n", + " 31.6\n", + " 392\n", " \n", " \n", " White + Black African\n", - " 210\n", - " 147\n", - " 63\n", - " 30.0\n", - " 896\n", + " 133\n", + " 105\n", + " 28\n", + " 21.1\n", + " 420\n", " \n", " \n", " White + Black Caribbean\n", - " 203\n", - " 140\n", - " 63\n", - " 31.0\n", - " 910\n", + " 112\n", + " 77\n", + " 35\n", + " 31.2\n", + " 357\n", " \n", " \n", " Index of Multiple Deprivation (quintiles)\n", " 1 Most deprived\n", - " 700\n", " 476\n", - " 224\n", - " 32.0\n", - " 3,416\n", + " 336\n", + " 140\n", + " 29.4\n", + " 1,463\n", " \n", " \n", " 2\n", - " 714\n", - " 518\n", - " 196\n", - " 27.5\n", - " 3,381\n", + " 476\n", + " 350\n", + " 126\n", + " 26.5\n", + " 1,477\n", " \n", " \n", " 3\n", - " 742\n", - " 525\n", - " 217\n", - " 29.2\n", - " 3,395\n", + " 448\n", + " 322\n", + " 126\n", + " 28.1\n", + " 1,379\n", " \n", " \n", " 4\n", - " 728\n", - " 504\n", - " 224\n", - " 30.8\n", - " 3,374\n", + " 469\n", + " 322\n", + " 147\n", + " 31.3\n", + " 1,372\n", " \n", " \n", " 5 Least deprived\n", - " 728\n", - " 511\n", - " 217\n", - " 29.8\n", - " 3,451\n", + " 434\n", + " 308\n", + " 126\n", + " 29.0\n", + " 1,379\n", " \n", " \n", " Unknown\n", - " 189\n", - " 133\n", - " 56\n", - " 29.6\n", - " 889\n", - " \n", - " \n", - " brand of first dose\n", - " Pfizer\n", - " 0\n", - " 0\n", - " 0\n", - " NaN\n", - " 14\n", + " 112\n", + " 84\n", + " 28\n", + " 25.0\n", + " 378\n", " \n", " \n", + " brand of first dose\n", " Unknown\n", - " 3,794\n", - " 2,660\n", - " 1,134\n", - " 29.9\n", - " 8,974\n", + " 2,408\n", + " 1,722\n", + " 686\n", + " 28.5\n", + " 3,752\n", " \n", " \n", "\n", "" ], "text/plain": [ - " Second Doses due at 25 May (n) \\\n", + " Second Doses due at 03 Sep (n) \\\n", "Category Group \n", - "overall overall 3,796 \n", - "Sex F 1,946 \n", - " M 1,848 \n", - "Ethnicity (broad categories) Black 679 \n", - " Mixed 665 \n", - " Other 630 \n", - " South Asian 616 \n", - " Unknown 602 \n", - " White 609 \n", - "ethnicity 16 groups African 196 \n", - " Bangladeshi or British Bangladeshi 203 \n", - " Caribbean 231 \n", - " Chinese 210 \n", - " Other 196 \n", - " Other Asian 203 \n", - " British or Mixed British 182 \n", - " Indian or British Indian 203 \n", - " Irish 196 \n", - " Other Black 196 \n", - " Other White 189 \n", - " Other mixed 196 \n", - " Pakistani or British Pakistani 203 \n", - " Unknown 560 \n", - " White + Asian 217 \n", - " White + Black African 210 \n", - " White + Black Caribbean 203 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 700 \n", - " 2 714 \n", - " 3 742 \n", - " 4 728 \n", - " 5 Least deprived 728 \n", - " Unknown 189 \n", - "brand of first dose Pfizer 0 \n", - " Unknown 3,794 \n", + "overall overall 2,412 \n", + "Sex F 1,197 \n", + " M 1,211 \n", + "Ethnicity (broad categories) Black 399 \n", + " Mixed 462 \n", + " Other 406 \n", + " South Asian 399 \n", + " Unknown 336 \n", + " White 413 \n", + "ethnicity 16 groups African 147 \n", + " Bangladeshi or British Bangladeshi 133 \n", + " Caribbean 105 \n", + " Chinese 133 \n", + " Other 133 \n", + " Other Asian 133 \n", + " British or Mixed British 133 \n", + " Indian or British Indian 133 \n", + " Irish 119 \n", + " Other Black 126 \n", + " Other White 119 \n", + " Other mixed 119 \n", + " Pakistani or British Pakistani 133 \n", + " Unknown 378 \n", + " White + Asian 133 \n", + " White + Black African 133 \n", + " White + Black Caribbean 112 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 476 \n", + " 2 476 \n", + " 3 448 \n", + " 4 469 \n", + " 5 Least deprived 434 \n", + " Unknown 112 \n", + "brand of first dose Unknown 2,408 \n", "\n", " Second doses overdue (n) \\\n", "Category Group \n", - "overall overall 2,663 \n", - "Sex F 1,379 \n", - " M 1,281 \n", - "Ethnicity (broad categories) Black 476 \n", - " Mixed 469 \n", - " Other 448 \n", - " South Asian 441 \n", - " Unknown 413 \n", - " White 420 \n", - "ethnicity 16 groups African 140 \n", - " Bangladeshi or British Bangladeshi 140 \n", - " Caribbean 168 \n", - " Chinese 147 \n", - " Other 133 \n", - " Other Asian 140 \n", - " British or Mixed British 133 \n", - " Indian or British Indian 140 \n", - " Irish 140 \n", - " Other Black 140 \n", - " Other White 133 \n", - " Other mixed 133 \n", - " Pakistani or British Pakistani 133 \n", - " Unknown 385 \n", - " White + Asian 154 \n", - " White + Black African 147 \n", - " White + Black Caribbean 140 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 476 \n", - " 2 518 \n", - " 3 525 \n", - " 4 504 \n", - " 5 Least deprived 511 \n", - " Unknown 133 \n", - "brand of first dose Pfizer 0 \n", - " Unknown 2,660 \n", + "overall overall 1,725 \n", + "Sex F 868 \n", + " M 854 \n", + "Ethnicity (broad categories) Black 287 \n", + " Mixed 315 \n", + " Other 287 \n", + " South Asian 301 \n", + " Unknown 231 \n", + " White 301 \n", + "ethnicity 16 groups African 105 \n", + " Bangladeshi or British Bangladeshi 98 \n", + " Caribbean 70 \n", + " Chinese 91 \n", + " Other 91 \n", + " Other Asian 105 \n", + " British or Mixed British 98 \n", + " Indian or British Indian 98 \n", + " Irish 84 \n", + " Other Black 91 \n", + " Other White 84 \n", + " Other mixed 91 \n", + " Pakistani or British Pakistani 91 \n", + " Unknown 266 \n", + " White + Asian 91 \n", + " White + Black African 105 \n", + " White + Black Caribbean 77 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 336 \n", + " 2 350 \n", + " 3 322 \n", + " 4 322 \n", + " 5 Least deprived 308 \n", + " Unknown 84 \n", + "brand of first dose Unknown 1,722 \n", "\n", " Second doses given (n) \\\n", "Category Group \n", - "overall overall 1,133 \n", - "Sex F 567 \n", - " M 567 \n", - "Ethnicity (broad categories) Black 203 \n", - " Mixed 196 \n", - " Other 182 \n", - " South Asian 175 \n", - " Unknown 189 \n", - " White 189 \n", - "ethnicity 16 groups African 56 \n", - " Bangladeshi or British Bangladeshi 63 \n", - " Caribbean 63 \n", - " Chinese 63 \n", - " Other 63 \n", - " Other Asian 63 \n", - " British or Mixed British 49 \n", - " Indian or British Indian 63 \n", - " Irish 56 \n", - " Other Black 56 \n", - " Other White 56 \n", - " Other mixed 63 \n", - " Pakistani or British Pakistani 70 \n", - " Unknown 175 \n", - " White + Asian 63 \n", - " White + Black African 63 \n", - " White + Black Caribbean 63 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 224 \n", - " 2 196 \n", - " 3 217 \n", - " 4 224 \n", - " 5 Least deprived 217 \n", - " Unknown 56 \n", - "brand of first dose Pfizer 0 \n", - " Unknown 1,134 \n", + "overall overall 687 \n", + "Sex F 329 \n", + " M 357 \n", + "Ethnicity (broad categories) Black 112 \n", + " Mixed 147 \n", + " Other 119 \n", + " South Asian 98 \n", + " Unknown 105 \n", + " White 112 \n", + "ethnicity 16 groups African 42 \n", + " Bangladeshi or British Bangladeshi 35 \n", + " Caribbean 35 \n", + " Chinese 42 \n", + " Other 42 \n", + " Other Asian 28 \n", + " British or Mixed British 35 \n", + " Indian or British Indian 35 \n", + " Irish 35 \n", + " Other Black 35 \n", + " Other White 35 \n", + " Other mixed 28 \n", + " Pakistani or British Pakistani 42 \n", + " Unknown 112 \n", + " White + Asian 42 \n", + " White + Black African 28 \n", + " White + Black Caribbean 35 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 140 \n", + " 2 126 \n", + " 3 126 \n", + " 4 147 \n", + " 5 Least deprived 126 \n", + " Unknown 28 \n", + "brand of first dose Unknown 686 \n", "\n", " Second doses given (% of due) \\\n", "Category Group \n", - "overall overall 29.8 \n", - "Sex F 29.1 \n", - " M 30.7 \n", - "Ethnicity (broad categories) Black 29.9 \n", - " Mixed 29.5 \n", - " Other 28.9 \n", - " South Asian 28.4 \n", - " Unknown 31.4 \n", - " White 31.0 \n", - "ethnicity 16 groups African 28.6 \n", - " Bangladeshi or British Bangladeshi 31.0 \n", - " Caribbean 27.3 \n", - " Chinese 30.0 \n", - " Other 32.1 \n", - " Other Asian 31.0 \n", - " British or Mixed British 26.9 \n", - " Indian or British Indian 31.0 \n", - " Irish 28.6 \n", - " Other Black 28.6 \n", - " Other White 29.6 \n", - " Other mixed 32.1 \n", - " Pakistani or British Pakistani 34.5 \n", + "overall overall 28.5 \n", + "Sex F 27.5 \n", + " M 29.5 \n", + "Ethnicity (broad categories) Black 28.1 \n", + " Mixed 31.8 \n", + " Other 29.3 \n", + " South Asian 24.6 \n", " Unknown 31.2 \n", - " White + Asian 29.0 \n", - " White + Black African 30.0 \n", - " White + Black Caribbean 31.0 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 32.0 \n", - " 2 27.5 \n", - " 3 29.2 \n", - " 4 30.8 \n", - " 5 Least deprived 29.8 \n", + " White 27.1 \n", + "ethnicity 16 groups African 28.6 \n", + " Bangladeshi or British Bangladeshi 26.3 \n", + " Caribbean 33.3 \n", + " Chinese 31.6 \n", + " Other 31.6 \n", + " Other Asian 21.1 \n", + " British or Mixed British 26.3 \n", + " Indian or British Indian 26.3 \n", + " Irish 29.4 \n", + " Other Black 27.8 \n", + " Other White 29.4 \n", + " Other mixed 23.5 \n", + " Pakistani or British Pakistani 31.6 \n", " Unknown 29.6 \n", - "brand of first dose Pfizer NaN \n", - " Unknown 29.9 \n", + " White + Asian 31.6 \n", + " White + Black African 21.1 \n", + " White + Black Caribbean 31.2 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 29.4 \n", + " 2 26.5 \n", + " 3 28.1 \n", + " 4 31.3 \n", + " 5 Least deprived 29.0 \n", + " Unknown 25.0 \n", + "brand of first dose Unknown 28.5 \n", "\n", " Total population \n", "Category Group \n", - "overall overall 17,906 \n", - "Sex F 9,156 \n", - " M 8,743 \n", - "Ethnicity (broad categories) Black 3,199 \n", - " Mixed 3,080 \n", - " Other 2,968 \n", - " South Asian 3,010 \n", - " Unknown 2,695 \n", - " White 2,954 \n", - "ethnicity 16 groups African 987 \n", - " Bangladeshi or British Bangladeshi 952 \n", - " Caribbean 966 \n", - " Chinese 917 \n", - " Other 945 \n", - " Other Asian 917 \n", - " British or Mixed British 924 \n", - " Indian or British Indian 966 \n", - " Irish 966 \n", - " Other Black 959 \n", - " Other White 931 \n", - " Other mixed 994 \n", - " Pakistani or British Pakistani 959 \n", - " Unknown 2,716 \n", - " White + Asian 987 \n", - " White + Black African 896 \n", - " White + Black Caribbean 910 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 3,416 \n", - " 2 3,381 \n", - " 3 3,395 \n", - " 4 3,374 \n", - " 5 Least deprived 3,451 \n", - " Unknown 889 \n", - "brand of first dose Pfizer 14 \n", - " Unknown 8,974 " + "overall overall 7,455 \n", + "Sex F 3,794 \n", + " M 3,661 \n", + "Ethnicity (broad categories) Black 1,232 \n", + " Mixed 1,288 \n", + " Other 1,267 \n", + " South Asian 1,253 \n", + " Unknown 1,127 \n", + " White 1,288 \n", + "ethnicity 16 groups African 427 \n", + " Bangladeshi or British Bangladeshi 434 \n", + " Caribbean 371 \n", + " Chinese 413 \n", + " Other 406 \n", + " Other Asian 371 \n", + " British or Mixed British 399 \n", + " Indian or British Indian 378 \n", + " Irish 434 \n", + " Other Black 406 \n", + " Other White 378 \n", + " Other mixed 357 \n", + " Pakistani or British Pakistani 399 \n", + " Unknown 1,127 \n", + " White + Asian 392 \n", + " White + Black African 420 \n", + " White + Black Caribbean 357 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 1,463 \n", + " 2 1,477 \n", + " 3 1,379 \n", + " 4 1,372 \n", + " 5 Least deprived 1,379 \n", + " Unknown 378 \n", + "brand of first dose Unknown 3,752 " ] }, "metadata": {}, @@ -9170,7 +9292,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -9186,14 +9308,14 @@ "tablelist = find_and_sort_filenames(\"tables\", by_demographics_or_population=\"population\", \n", " pre_string=\"among \", tail_string=\" population.csv\",\n", " population_subset=\"Cumulative first dose 14w ago\",\n", - " files_to_exclude=[\"Cumulative first dose 14w ago vaccination figures among 16-64, not in other eligible groups shown population.csv\"],\n", + " files_to_exclude=[\"Cumulative first dose 14w ago vaccination figures among 16-17 population.csv\"],\n", " )\n", " \n", "# get 2nd dose figures for each group\n", "tablelist_2nd = find_and_sort_filenames(\"tables\", by_demographics_or_population=\"population\", \n", " pre_string=\"among \", tail_string=\" population.csv\",\n", " population_subset=\"Cumulative second dose vaccination\",\n", - " files_to_exclude=[\"Cumulative second dose vaccination figures among 16-64, not in other eligible groups shown population.cscv\"],\n", + " files_to_exclude=[\"Cumulative second dose vaccination figures among 16-17 population.csv\"],\n", " )\n", "\n", "\n", From ed35b7f9b2926646318166e8448c95e5e163e1e5 Mon Sep 17 00:00:00 2001 From: HelenCEBM Date: Tue, 7 Sep 2021 12:52:33 +0100 Subject: [PATCH 5/6] Add note to report output --- .../opensafely_vaccine_report_overall.py | 2 +- .../opensafely_vaccine_report_overall.ipynb | 9662 +++++++++-------- 2 files changed, 5120 insertions(+), 4544 deletions(-) diff --git a/notebooks/diffable_python/opensafely_vaccine_report_overall.py b/notebooks/diffable_python/opensafely_vaccine_report_overall.py index dcf68eb..cb32a14 100644 --- a/notebooks/diffable_python/opensafely_vaccine_report_overall.py +++ b/notebooks/diffable_python/opensafely_vaccine_report_overall.py @@ -61,7 +61,7 @@ #
# - **Current vaccination coverage of each eligible population group, according to demographic/clinical features** # - Includes each of the groups above, plus care home (65+) and LD (aged 16-64) populations. -# - **NEW** - tables now include 30-39 and 18-29 populations +# - **NEW** - tables now include 16-17 population #
#
# - Appendix: Proportion of each population group for whom ethnicity is known diff --git a/notebooks/opensafely_vaccine_report_overall.ipynb b/notebooks/opensafely_vaccine_report_overall.ipynb index 9c98e01..0f67bff 100644 --- a/notebooks/opensafely_vaccine_report_overall.ipynb +++ b/notebooks/opensafely_vaccine_report_overall.ipynb @@ -22,7 +22,7 @@ { "data": { "text/markdown": [ - "### Report last updated **27 Jul 2021**" + "### Report last updated **03 Sep 2021**" ], "text/plain": [ "" @@ -34,7 +34,7 @@ { "data": { "text/markdown": [ - "### Vaccinations included up to **25 May 2021** inclusive" + "### Vaccinations included up to **03 Sep 2021** inclusive" ], "text/plain": [ "" @@ -84,7 +84,7 @@ "
\n", "- **Current vaccination coverage of each eligible population group, according to demographic/clinical features**\n", " - Includes each of the groups above, plus care home (65+) and LD (aged 16-64) populations.\n", - " - **NEW** - tables now include 30-39 and 18-29 populations\n", + " - **NEW** - tables now include 16-17 population\n", "
\n", "
\n", "- Appendix: Proportion of each population group for whom ethnicity is known\n" @@ -124,8 +124,8 @@ " \n", " \n", " \n", - " first dose as at 25 May 2021\n", - " second dose as at 25 May 2021\n", + " first dose as at 03 Sep 2021\n", + " second dose as at 03 Sep 2021\n", " \n", " \n", " Group\n", @@ -141,100 +141,107 @@ " \n", " \n", " 80+\n", - " 50.4% (1,064 of 2,114)\n", - " 29.0% (616 of 2,114)\n", + " 50.2% (1,029 of 2,051)\n", + " 30.6% (630 of 2,051)\n", " \n", " \n", " 70-79\n", - " 49.6% (1,729 of 3,486)\n", - " 30.6% (1,071 of 3,486)\n", + " 49.7% (1,806 of 3,633)\n", + " 30.5% (1,106 of 3,633)\n", " \n", " \n", " care home\n", - " 51.3% (693 of 1,351)\n", - " 28.9% (392 of 1,351)\n", + " 47.8% (651 of 1,365)\n", + " 29.1% (399 of 1,365)\n", " \n", " \n", " shielding (aged 16-69)\n", - " 48.4% (210 of 434)\n", - " 29.5% (126 of 434)\n", + " 52.9% (224 of 427)\n", + " 31.1% (133 of 427)\n", " \n", " \n", " 65-69\n", - " 51.4% (1,169 of 2,275)\n", - " 30.2% (686 of 2,275)\n", + " 50.3% (1,092 of 2,177)\n", + " 28.7% (623 of 2,177)\n", " \n", " \n", " LD (aged 16-64)\n", - " 49.3% (392 of 791)\n", - " 28.4% (224 of 791)\n", + " 49.6% (406 of 812)\n", + " 30.5% (245 of 812)\n", " \n", " \n", " 60-64\n", - " 48.9% (1,309 of 2,674)\n", - " 31.9% (854 of 2,674)\n", + " 48.4% (1,309 of 2,702)\n", + " 29.5% (798 of 2,702)\n", " \n", " \n", " 55-59\n", - " 49.0% (1,484 of 3,024)\n", - " 29.8% (903 of 3,024)\n", + " 51.3% (1,533 of 2,982)\n", + " 28.9% (861 of 2,982)\n", " \n", " \n", " 50-54\n", - " 50.0% (1,666 of 3,332)\n", - " 29.7% (994 of 3,332)\n", + " 50.7% (1,743 of 3,437)\n", + " 30.7% (1,057 of 3,437)\n", " \n", " \n", " 40-49\n", - " 49.8% (3,066 of 6,153)\n", - " 31.1% (1,911 of 6,153)\n", + " 50.5% (3,108 of 6,160)\n", + " 29.3% (1,806 of 6,160)\n", " \n", " \n", " 30-39\n", - " 50.1% (3,234 of 6,461)\n", - " 29.8% (1,925 of 6,461)\n", + " 49.7% (3,171 of 6,377)\n", + " 29.7% (1,897 of 6,377)\n", " \n", " \n", " 18-29\n", - " 50.2% (8,988 of 17,906)\n", - " 29.6% (5,306 of 17,906)\n", + " 50.3% (3,752 of 7,455)\n", + " 30.0% (2,240 of 7,455)\n", + " \n", + " \n", + " 16-17\n", + " 49.7% (5,180 of 10,416)\n", + " 30.8% (3,206 of 10,416)\n", " \n", " \n", "\n", "" ], "text/plain": [ - " first dose as at 25 May 2021 \\\n", + " first dose as at 03 Sep 2021 \\\n", "Group \n", "Total vaccinated in TPP 24,997 \n", - "80+ 50.4% (1,064 of 2,114) \n", - "70-79 49.6% (1,729 of 3,486) \n", - "care home 51.3% (693 of 1,351) \n", - "shielding (aged 16-69) 48.4% (210 of 434) \n", - "65-69 51.4% (1,169 of 2,275) \n", - "LD (aged 16-64) 49.3% (392 of 791) \n", - "60-64 48.9% (1,309 of 2,674) \n", - "55-59 49.0% (1,484 of 3,024) \n", - "50-54 50.0% (1,666 of 3,332) \n", - "40-49 49.8% (3,066 of 6,153) \n", - "30-39 50.1% (3,234 of 6,461) \n", - "18-29 50.2% (8,988 of 17,906) \n", + "80+ 50.2% (1,029 of 2,051) \n", + "70-79 49.7% (1,806 of 3,633) \n", + "care home 47.8% (651 of 1,365) \n", + "shielding (aged 16-69) 52.9% (224 of 427) \n", + "65-69 50.3% (1,092 of 2,177) \n", + "LD (aged 16-64) 49.6% (406 of 812) \n", + "60-64 48.4% (1,309 of 2,702) \n", + "55-59 51.3% (1,533 of 2,982) \n", + "50-54 50.7% (1,743 of 3,437) \n", + "40-49 50.5% (3,108 of 6,160) \n", + "30-39 49.7% (3,171 of 6,377) \n", + "18-29 50.3% (3,752 of 7,455) \n", + "16-17 49.7% (5,180 of 10,416) \n", "\n", - " second dose as at 25 May 2021 \n", + " second dose as at 03 Sep 2021 \n", "Group \n", "Total vaccinated in TPP 15,001 \n", - "80+ 29.0% (616 of 2,114) \n", - "70-79 30.6% (1,071 of 3,486) \n", - "care home 28.9% (392 of 1,351) \n", - "shielding (aged 16-69) 29.5% (126 of 434) \n", - "65-69 30.2% (686 of 2,275) \n", - "LD (aged 16-64) 28.4% (224 of 791) \n", - "60-64 31.9% (854 of 2,674) \n", - "55-59 29.8% (903 of 3,024) \n", - "50-54 29.7% (994 of 3,332) \n", - "40-49 31.1% (1,911 of 6,153) \n", - "30-39 29.8% (1,925 of 6,461) \n", - "18-29 29.6% (5,306 of 17,906) " + "80+ 30.6% (630 of 2,051) \n", + "70-79 30.5% (1,106 of 3,633) \n", + "care home 29.1% (399 of 1,365) \n", + "shielding (aged 16-69) 31.1% (133 of 427) \n", + "65-69 28.7% (623 of 2,177) \n", + "LD (aged 16-64) 30.5% (245 of 812) \n", + "60-64 29.5% (798 of 2,702) \n", + "55-59 28.9% (861 of 2,982) \n", + "50-54 30.7% (1,057 of 3,437) \n", + "40-49 29.3% (1,806 of 6,160) \n", + "30-39 29.7% (1,897 of 6,377) \n", + "18-29 30.0% (2,240 of 7,455) \n", + "16-17 30.8% (3,206 of 10,416) " ] }, "metadata": {}, @@ -302,7 +309,7 @@ { "data": { "text/markdown": [ - "Pfizer vaccines (% of all first doses): **0.2%** (49)\n" + "Pfizer vaccines (% of all first doses): **0.1%** (28)\n" ], "text/plain": [ "" @@ -362,7 +369,7 @@ { "data": { "text/markdown": [ - "Second doses (% of Ox-AZ first doses): **99500.0%** (6,965)\n" + "Second doses (% of Ox-AZ first doses): **97600.0%** (6,832)\n" ], "text/plain": [ "" @@ -374,7 +381,7 @@ { "data": { "text/markdown": [ - "Second doses (% of Pfizer first doses): **10814.3%** (5,299)\n" + "Second doses (% of Pfizer first doses): **18975.0%** (5,313)\n" ], "text/plain": [ "" @@ -386,7 +393,7 @@ { "data": { "text/markdown": [ - "Second doses (% of Moderna first doses): **0%** (7,182)\n" + "Second doses (% of Moderna first doses): **0%** (7,063)\n" ], "text/plain": [ "" @@ -508,7 +515,7 @@ "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -530,7 +537,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -594,7 +601,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -617,7 +624,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -640,7 +647,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -663,7 +670,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAB+gAAARHCAYAAADQlzrTAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAuIwAALiMBeKU/dgAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nOzdd3RU1fr/8c+kEUihSEILHQSC9Co2miiigFIEL1IEC/i1cEWuwA+pckGw3esFFKUrFlRQQCGgVAEpht4JSCAQSkJ6n98fWRlzJpNkJmQmCbxfa7EW+8w+ez8nM7MnmefsvU1ms9ksAAAAAAAAAAAAAADgVG5FHQAAAAAAAAAAAAAAAHcCEvQAAAAAAAAAAAAAALgACXoAAAAAAAAAAAAAAFyABD0AAAAAAAAAAAAAAC5Agh4AAAAAAAAAAAAAABcgQQ8AAAAAAAAAAAAAgAuQoAcAAAAAAAAAAAAAwAVI0AMAAAAAAAAAAAAA4AIk6AEAAAAAAAAAAAAAcAES9AAAAAAAAAAAAAAAuAAJegAAAAAAAAAAAAAAXIAEPQAAAAAAAAAAAAAALkCCHgAAAAAAAAAAAAAAFyBBDwAAAAAAAAAAAACAC5CgBwAAAAAAAAAAAADABUjQAwAAAAAAAAAAAADgAiToAQAAAAAAAAAAAABwARL0AAAAAAAAAAAAAAC4AAl6AAAAAAAAAAAAAABcgAQ9AAAAAAAAAAAAAAAuQIIeAAAAAAAAAAAAAAAXIEEPAAAAAAAAAAAAAIALkKAHAAAAAAAAAAAAAMAFSNADAAAAAAAAAAAAAOACJOgBAAAAAAAAAAAAAHABEvQAAAAAAAAAAAAAALiAR1EHAOQnOjpaW7ZssZSrV6+uUqVKFWFEAAAAAAAAAABrycnJunDhgqX80EMPqVy5ckUYEQAAxQ8JehR7W7ZsUe/evYs6DAAAAAAAAACAA1atWqVevXoVdRgAABQrLHEPAAAAAAAAAAAAAIALkKAHAAAAAAAAAAAAAMAFWOIexV716tUN5VWrVqlevXpFFA0AAAAAAAAAwJbTp08btiu1/m4XAACQoEcJUKpUKUO5Xr16aty4cRFFAwAAAAAAAACwh/V3uwAAgCXuAQAAAAAAAAAAAABwCRL0AAAAAAAAAAAAAAC4AAl6AAAAAAAAAAAAAABcgAQ9AAAAAAAAAAAAAAAuQIIeAAAAAAAAAAAAAAAXIEEPAAAAAAAAAAAAAIALkKAHAAAAAAAAAAAAAMAFSNADAAAAAAAAAAAAAOACJOgBAAAAAAAAAAAAAHABEvQAAAAAAAAAAAAAALgACXoAAAAAAAAAAAAAAFyABD0AAAAAAAAAAAAAAC5Agh4AAAAAAAAAAAAAABcgQQ8AAAAAAAAAAAAAgAt4FHUAAAAAAAAAAAAAKDxms1kZGRkym81FHQoAFBmTySQ3NzeZTKaiDsWABD0AAAAAAAAAAEAJZjablZSUpNjYWMXGxiolJaWoQwKAYsPd3V0+Pj7y8/OTj4+P3N3dizQeEvQAAAAAAAAAAAAlVEJCgi5duqTU1NSiDgUAiqX09HTFxMQoJiZGkuTn56cqVaoUWaKePegBAAAAAAAAAABKoISEBP31118k5wHAAbGxsTp//nyRjZ0k6AEAAAAAAAAAAEqYrOQ8+8wDgOOSk5N17tw5JScnu7xvlrgHAAAAAAAAAAAoQcxmsy5dupQjOe/p6Sl/f3/5+vrK09NTJpOpiCIEgKJnNpuVnp6uxMRExcbGKiEhwTBupqWl6cqVK6pRo4ZL4yJBDwAAAAAAAAAAUIIkJSXlWJrZz89P1apVIykPANl4enrK29tb5cuXV0pKii5cuKCUlBTL4/Hx8UpNTZWnp6fLYmKJewAAAAAAAAAAgBIkNjbWUPb09CQ5DwD58PLyUs2aNeXmZkyR37x506VxkKAHAAAAAAAAAAAoQawT9P7+/iTnAcAOHh4e8vf3NxwjQQ8AAAAAAAAAAACbzGazYXlmSfL19S2iaACg5LFO0Kemphr2pnc2EvQAAAAAAAAAAAAlREZGRo5jrtw7GQBKOusx02w2k6AHAAAAAAAAAABATraSSCxvDwD2s96DXrJ985PT+ndZTwAAAAAAAAAAAAAA3MFI0AMAAAAAAAAAAAAA4AIk6AEAAAAAAAAAAAAAcAES9AAAAAAAAAAAAAAAuAAJegAAAAAAAAAAAAAAXIAEPQAAAAAAAAAAAAAALkCCHgAAAAAAAAAAAAAAFyBBDwAAAAAAAAAAAACAC5CgBwAAAAAAAAAAAADABTyKOgAAAAAAAAAAAAAAzpWSkqLjx4/r3LlzunjxomJjY5Wamip/f3/dddddatq0qRo1aiR3d/dC6S8tLU27d+/W4cOHdf36dbm7u6tKlSpq1aqVGjduXCh9ACURCXoAAAAAAAAAAADgNrRy5Upt3LhRO3bs0PHjx5WWlpZn/bJly2rgwIF67bXX1LBhwwL1GRcXp5kzZ2revHm6ceOGzToNGjTQv/71Lw0dOlQmk6lA/QAlFUvcAwAAAAAAAAAAALeh119/XZ988okOHz6cb3Jekm7evKn58+eradOmmjx5ssxms0P9HTp0SE2bNtU777yTa3Jekk6cOKHnnntO3bt3182bNx3qAyjpSNADJcy5c+dkMpks/4YOHVrUIQEoRJMnTza8xzdv3pxn/ex1O3bs6JIYSxLGTAAAAAAAAMDI29tbd999t9q0aaNWrVqpZs2aOWaxp6amasqUKRoxYoTd7Z44cUKdO3dWWFiY4bivr6+aNm2q+vXry9PT0/DY+vXr1b17dyUlJRX8goAShgQ9AAAAAAAAAAAAcJuqWrWqnn/+eS1btkynT59WfHy8Tpw4oT/++EN79+7VuXPndP36dX366acKCgoynLtw4UItWrQo3z7S0tLUr18/Xbt2zXKsQoUKWrJkiW7cuKEDBw7o5MmTunz5siZMmCA3t79TlDt37tTYsWML74KBYo4EPQAAAAAAAAAAAHAbWrduncLDw/Xpp59q0KBBqlu3riE5nqV8+fJ6/vnndfDgQbVs2dLw2IQJE5SRkZFnPwsXLtShQ4cM7W3btk2DBw82zJqvUKGCpk+frmXLlhnOnzdvnk6dOlWQS8yV9eqa+a1WCrgKCXoAt+xOX0J68eLFhutfvHhxUYcEALm608dse9SqVcvy86lVq1ZRhwMAAAAAAFBgTZs2zbF8fV7Kly+v5cuXG86JiIjQjh07cj0nJSVF06dPNxybM2eOgoODcz3nmWee0aBBgyzltLQ0TZ482e44gZKMBD0AAAAAAAAAAAAASVKjRo3UqlUrw7Fjx47lWn/9+vW6cOGCpVyrVi0NGzYs334mT55suBHg22+/1c2bNwsQMVCykKAHAAAAAAAAAAAAYFG3bl1DOfve8tZWr15tKA8bNsyuWft169bVQw89ZCmnpqZq3bp1DkYKlDwk6AEAAAAAAAAAAABYJCUlGcrlypXLte7atWsN5W7dutndz8MPP2wor1mzxu5zgZKKBD0AAAAAAAAAAAAASZLZbNaePXsMx6yXvM9y5coVXb582VIuVaqUWrZsaXdf9913n6EcGhrqQKRAyUSCHgAAAAAAAAAAAIAkaeHChbp06ZKl3LBhQ7Vt29ZmXeu96evVqycvLy+7+woODjaUT58+rbS0NAeiBUoej6IOAIBrxcXF6ciRIzp+/LiuX7+uxMRElS1bVhUrVlTLli119913F3WIBtHR0fr9998VERGhq1evytvbWwEBAWrRokWOD25HxcbG6s8//9SJEycUHR2t5ORklSlTRuXLl1etWrUUHBysSpUqFdKVuEZGRob++OMPnTp1SpGRkUpPT1dgYKBq166tDh06yNPTs6hDtJszn3tbDh8+rGPHjikiIkJxcXGqVKmSBg8enOfPLDw8XEeOHFFYWJhu3rwpSapQoYKqVaume++9V+XLly/0OIuTEydO6ODBg7p27Zpu3LhheY4aNWqkZs2aOfSLeHZ//fWX/vjjD125ckU3b95UhQoVVLlyZd13330KCAgo5KvIvI7du3fr0qVLcnd3V2BgoNq2batGjRoVSvuhoaE6evSoIiMjlZSUpMDAQFWvXl3333+/SpcuXSh9ZLd3716dPn1aERERSkpKUs2aNfXMM88Uej+FLTk5WTt27FB4eLgiIiLk7u6uNm3aGPYhs5aamqoTJ07o6NGjunz5smJjY+Xj46MKFSqoYcOGatmypTw8is+vuykpKdq1a5fOnTunq1evKiMjQwEBAapfv77at28vd3f3og4RAAAAAADc4ZYsWaJRo0ZZym5ubvr4449z3VP+xIkThnL16tUd6i8gIEDe3t6WJfVTUlIUFham+vXrOxg5UHIUn28sATjNyZMntWLFCv3yyy/au3dvnnefVa5cWSNHjtQrr7ySb3KxVq1aOn/+fI7jS5Ys0ZIlS3I9b9GiRRo6dGiebf/000+aM2eOfv/991zjrVGjhl5//XWNGjVKpUqVyrO97Pbv36/p06dr7dq1SklJybNu7dq11aNHD40cOdKQFD537pxq165t85xhw4Zp2LBhubYZFhamWrVq2R2vPSIjIzV16lR99dVXun79us06fn5+evLJJzV16lTVrFkzz/buueceHTlyxFI+ffq06tat61BM8fHxqly5suLi4iRlJq4jIiLyTdo647nfvHmzOnXqZClPmjRJkydPVlpamubNm6dPPvnEcL1Z+vTpY9hbKS0tTRs3btTKlSu1ceNGm6//LCaTSe3bt9fYsWPVq1evXH+BLWmuXbum2bNna8WKFbpw4UKu9Xx8fPTwww/r+eefV/fu3fO9/oyMDC1evFgffPCBDh8+bLOOm5ub2rZtq/Hjx+uJJ564peuQpA0bNmjChAnau3evzccbNWqkWbNmFaiv2NhYzZo1S4sWLTLcbZydt7e3Hn30UU2bNk333HOPXe0uXrzYML5kjaeJiYmaM2eOFi1apLCwMMM5ZcuW1TPPPOPUMdseQ4cONfSTNRaGh4dr2rRp+uabbxQdHW04p1evXjkS9NeuXdM333yjNWvWaNu2bZYxxhYfHx8NGDBAb731lurVq+dQfFnOnz+f5+t3yJAhWrx4cZ5tHz58WFOnTtXPP/+ca7zlypXToEGDNHHiRAUGBubZHgAAAAAABZWWnqGIm0n5V8Qtq1LWWx7uxW8h65MnT+qvv/6ylFNTUxUVFaXDhw9r9erVOnr0qOUxLy8vffrpp+rSpUuu7UVGRhrKQUFBDsdUtWpVnT171tAmCXrczkjQA7e5NWvWOJRcunz5siZNmqRPP/1UP/zwg9q0aePE6HKKjIzU008/rc2bN+db96+//tI///lPzZ8/X+vWrbMrgTxz5kxNmDBBGRkZdsUTFhamjz/+WGXLltX06dPtOsfVvvnmG40YMUKxsbF51ouNjdXSpUv19ddf67333tPLL7+ca90hQ4Zo7NixlvLSpUs1ZcoUh+L67rvvDImoAQMG5Jmcd/Zzby0qKko9e/bU9u3b7T5nwIAB+u677+yqazabtXPnTj355JN66qmntHTpUvn4+DgcZ3HyySefaMyYMXkmRLPEx8dr1apVWrVqVb43pVy8eFE9e/bU/v3782wzIyNDu3btUs+ePdW9e3d9/fXX8vPzc/QyJEljx47V7Nmz86xz7Ngx9ezZU1OnTtXEiRPtbnvLli3q379/jj9OrCUlJWnVqlX66aef9K9//UvvvPOO3X1kd/78eT322GOGP55Kio0bN6pv376WFSjyExUVpSpVqti9zFl8fLw+//xzLV++XPPnzy+UGw0ckZaWptGjR2vu3Ln5fu5ER0fr448/1pIlS7RixQr16NHDRVECAAAAAO4kETeT9MC7vxV1GHeEbWM7qXqFMkUdRg5z587VRx99lGcdk8mkRx99VP/+97/VrFmzPOtaf1dYkO9Arc+x5/tHoCQjQQ/c5rKWhcmudOnSql69uvz8/GQymXT9+nWdP3/ekDy4ePGiOnbsqL179xbaMs/5OXXqlB555JEcsz9NJpNq1qypihUrKjk5WWFhYYYP6JMnT+ree+/V9u3b81yi//PPP9e4ceNyHPfz81OtWrXk4+OjxMRE3bhxQ+Hh4TKbzYV3cU6yYMECvfTSSzkSP76+vqpZs6Y8PT117tw5w6zU5ORk/d///Z+uX7+ut99+22a7gwYN0rhx45Seni5JWr58uSZPnuzQLHDrmahDhgzJta6zn3traWlpOZLz5cuXtyy/dP78eZsJQ1vvp4CAAAUEBMjPz09JSUm6ePGirl27Zqjz/fff6+bNm9qwYYPc3IrfXbP2eP31123+4u7u7q4aNWqoYsWKSkpK0uXLl3X16lW72w0LC1PHjh0Nd+1KmbPla9WqpQoVKujq1as5Zn7//PPP6tSpk0JCQhzeSuCtt94yJOf9/PxUo0YNlS5dWufPn88R/9tvv63GjRvrqaeeyrfttWvXqm/fvjleK97e3qpVq5bKlCmjCxcuGPpIT0/XjBkzdPnyZX3++ecOXUtMTIy6deumkydPWo4FBgaqWrVqSk5OznOVh6L2559/atCgQUpISLAcq1mzpgICAhQVFZXjNSFl/qysk/NZr8GyZcuqVKlSunnzpsLCwpScnGypk5ycrGHDhsnNzU2DBw923kVlk5CQoKeeekrr16/P8VjlypVVuXJlubm5KTw83HAzR2xsrHr16qUVK1aoX79+LokVAAAAAAAgu379+unVV1/NNzkv5Uyme3t7O9yf9TaQJOhxuyNBD9wB3N3d9eijj6pnz57q3Lmz6tSpkyNJGBsbqx9//FFTp061JHoSEhL0zDPPaP/+/TYTs1988YUSExN15coVDRo0yHK8W7duevPNN3ONp3HjxjmOJSQkqFevXoYEbe3atfXWW2+pX79+hgRc1jLjEyZMsMy4vXr1qp5++mnt2rXL5pLnycnJhhnhUuby5ePGjVPLli1zXF9sbKz27NmjdevWafny5Tnaq1y5skJCQiRlLpOdPdn35ptvqlu3brlef+XKlXN9zBH79+/Xyy+/bEjO16hRQ3PmzFHPnj0tP4f09HRt3LhRb7zxhmEZ90mTJqlNmzbq3r17jrarVKmihx9+WL/88osk6ezZs9q+fbseeOABu2K7cOGCYSZ8w4YN1bZtW5t1nf3c2/LZZ5/pypUrkqSuXbtqypQpat++veV9YTabtWnTJpv7g1esWFH9+/dXjx491LZtW1WsWDFHndOnT2vhwoX64IMPLInaTZs26aOPPtLo0aPtirE4+eijj3Ik5+vUqaO3335bPXv2zJEgv3DhgtavX68VK1bo119/zbXdtLQ0DRw40JCI9fDw0JgxY/TKK6+oatWqluNnzpzRzJkz9dlnn1mO7du3TyNHjtRXX31l97Vs3brV8lpr166dpk2bpk6dOln2KTebzdqyZYtGjhyp48ePW8579dVX1bNnzzz3M79w4YIGDRpkSM7fddddmjlzpgYMGCBfX1/L8Z07d2rs2LGGm0QWLlyoNm3a6KWXXrL7embMmGF5LT/99NMaP368mjZtank8NTVVGzdulFS4Y3ZhGDlypBISEuTt7a0xY8bopZdeUrVq1SyPR0dH6+DBgzbPbd26tZ566ik98sgjaty4cY73flpamrZs2aLZs2cbEuQvv/yyOnXqZHMvtLFjx1p+LoMGDbL8XCtVqmTzcyBL9tep9fVl79vX11ejR4/WsGHDcmyRcuDAAU2fPl0rV66UlDluDx8+XC1atMh3aX4AAAAAAIDC9s033+ibb77RAw88oIULF+b5/YT1RJX8tji1xfq7ncTERIfbAEoSEvTAba5Vq1Y6c+ZMvnuO+/n56R//+If69OmjPn36aN26dZKk0NBQ/fLLLzaTuPfdd5+kzP3Ys6tSpYq6du3qUJxvvPGGjh07Zik/8cQT+vLLLw0JrSweHh569NFH1alTJw0cOFA//PCDJda5c+faTIBu2rRJN27csJQHDx6c557Lfn5+6ty5szp37qwZM2YoPDzc8Li3t7flGq0fCw4Odvj6HWU2mzV06FClpqZajjVr1kybN2827JkuZd6g8cgjj6hjx4567LHHDAnT4cOH68yZMzYT0UOGDLEk6KXMGfH2JuiXLVtmuHEgr9nzzn7ubclKvL3++uv64IMPcjxuMplsPocTJkxQixYt8r0LtF69epoxY4b69++vLl26WF577733nl555ZU8k7zFzeHDh3Mkb/v27avly5fnekNE9erVNWLECI0YMUL79u3LdYb7Rx99pN27d1vKXl5eWr16tR599NEcdevWrasFCxaobdu2euGFFyzHv/76aw0YMEC9e/e263qykvNDhw7VZ599Jnd3d8PjJpNJHTt21NatW9W8eXPL/vEXL17U2rVr1atXr1zbHjVqlGG1iurVq2vbtm02x997771XW7Zs0dChQ7Vs2TLL8TfeeEM9e/bMNelrLeu1/OGHH+q1117L8binp6dl/C7MMbswXLlyRb6+vvr55591//3353i8XLlyevDBBw3HfHx8tHPnTrVv3z7Ptj08PNSlSxd16dJF06ZNs6wWEhcXp48//lizZs3KcU5wcLCCg4MlGe/0zj7e2+vrr7/W0qVLLeW6detq/fr1uW7H0axZM3377beaPXu25Way2NhYvfHGG1q9erVDfQMAAAAAAOTlww8/1IcffmgpJyYm6vr16zpw4IB++OEHffnll5YE+bZt29SmTRuFhISodevWNtuz/q40JSXF4Ziyr4Roq83sJk+e7PB2rFk6depkd91JkyZp8uTJBeoHyE/JXGcXgN1q166db3I+O29vby1btkxly5a1HFu0aJEzQrO4cOGCYVZs06ZN9e2339pM0GZXqlQpLV++3LC39UcffWRZlj277Ms/S5mJNHt5eXmpTp06dtd3hZCQEB06dMhSLlOmjH788cccyfnsSpUqpe+//94wgz8iIkJffvmlzfq9e/c2vA5Wrlxpc4l3W7Inptzc3AyzdbNzxXOfmw4dOuj999+3u76UmVR1ZImm5s2b691337WUL168qA0bNjjUZ1GbMWOG4UaQ+++/X19//bXdqxW0atXK8DrKkp6enmNW/owZM2wm57N7/vnnc8wwf++99+yKJUvr1q316aef5kjOZxcQEJBj3/mff/451/onTpzQ2rVrLWU3NzetXLkyz/HXzc1NCxcuVJMmTSzHEhISNG/ePHsuw2LAgAE2k/MlwZw5c2wm53NTunTpfJPz1iZOnGi4uWjx4sUOne8os9ls+OOtTJkyeSbns3vzzTcNy9r/9NNPOT6/AAAAAAAAClPp0qUVFBSkHj166LPPPtPBgwfVvHlzy+PR0dHq3bu3YWJKdtbf5dr7HXJ21jPm8/t+GCjpSNADyKFChQqGGfO///67U/v73//+Z9hTePbs2XYn/8qUKWOYNX3+/Hnt3bs3Rz3rD3hPT88CRls8ZE9qS9Lo0aNVo0aNfM8rW7Zsjrv+Pv30U5t1vb291b9/f0v55s2bWrVqVb597N69WydOnLCUu3TpoqCgIJt1XfHc52bq1Kk2t24obAMGDDAkgp39fipMERER+uabbyzlrISy9RYZBbF+/XpduHDBUq5Zs6bdSeZ33nlHZcqUsZS3b99uWIUhP1OnTrVrDMj++pdk2VbBls8//1xms9lSHjhwYK7bOmTn4eFh2CJDkhYsWGBoKz/Tpk2zu25xUqNGDT3//PMu6esf//iH5f+RkZE6ffq00/pav369YXuE1157za7kfJb/9//+n+X/ZrPZslIIAAAAAACAK9SrV08hISGGLQIvXryY4zusLNbJ9Pj4eIf7tD6HBD1udyVnjV0ALpV9f9yLFy/q6tWrCggIcEpfWcvpS5n7szu6lLD1fu/btm1Tu3btDMesl4tevny5WrZs6WCkxcfWrVsN5WHDhtl97sCBAzV69GjLTQv79u1TQkKCIeGZZciQIVqwYIGlvGTJEg0YMCDP9rPPns9qIzeueO5tqVSpkjp37uxQXwXl4+OjwMBARURESJL+/PNPl/RbGDZt2mRYlaB79+6qX79+obS9ZcsWQ3nw4MF2L/1foUIF9e7d27D6w9atW9WoUaN8zy1btqweeeQRu/upUaOG/vrrL0ky3FBgzfp6nnvuObv6kKSHH35YQUFBlu0yrly5opMnT6pBgwb5ntumTZsSu0f5008/XSg3e9jDes/3P//802k/t+zjmiQ9++yzDp3ftGlTVa5cWZcvX5aUOa7961//KrT4AAAAAAB3tiplvbVtrP3LfKPgqpS1fyXO4qZixYqaMmWK4TuuxYsX65133slRNzAw0FC23hLWHlnbTObWZnaDBw+2e0XGK1euGFZ3nTNnjpo1a2bXucVtVV3cXkjQA3eQ6Ohofffdd9q+fbsOHDigiIgIxcTEKCEhId9zr1275pQEfVRUlA4fPmwpt2zZ0uGEjfXMcVszaTt37ix3d3dLsvGDDz5QUlKSxowZU+I+aM+dO2fZd1rKnHnsyOxMf39/tW7dWtu2bZOUudT4nj179NBDD+Woe99996l+/fo6deqUpMyl9S9fvmxYJj+7lJQUffXVV5ayn5+fnnzySZt1XfXc29K6detbnj1/5MgRrVy5Uvv379fRo0cVFRWlmJgYw3Lwtly7du2W+nWlrNdIlscee6zQ2s6+97wkh2+Y6NKliyFBv2vXLr344ov5nufo6ywwMNCSoL9586bNOsnJyQoNDbWUPT09HVq23c3NTZ06dTLsRb9r1y67EvT2zNIvrm419tTUVP3yyy/asGGDDhw4oLNnzyomJkZxcXH5rkDgzPdh9veNj4+PGjZs6HAb1atXtyToHVkdAgAAAACA/Hi4u6l6hZwTdQBrTz75pIYPH275nuXSpUs6f/58ji0drb/DyvouzV6RkZGGZfHz23K2Tp06dn+nf+7cOUO5VatW6tixo0PxAc5Agh64A8THx2vKlCn6z3/+o+Tk5AK1kdv+MrfqxIkThkTKunXrbjlxeuPGjRzHqlevrueee84wG3zevHmaN2+eWrVqpa5du+rBBx9U+/btVaFChVvq39nOnz9vKOitGkUAACAASURBVDdt2tThNpo1a2ZIIuX1S9PgwYMte3Gnp6friy++0BtvvGGz7po1aww//379+tmcmS+57rm3xXo2rSMOHTqk//u//8uxioG9nPVecoYzZ84Yyq1bty60tm/1dWx9p6u9v/jndfetLT4+Ppb/W2+VkeXy5ctKSUmxlBs2bCgvLy+H+mnWrJkhQW/v9dzKa7moFTR2s9mshQsXavz48YqMjCxQG858H2ZPqMfHx9/yKgH2jmsAAAAAAACFqVy5cqpQoYKuX79uOXb58uUcCXrryQlnzpxRSkqK3d+PWU9OqFu3rt0rbQIlFXvQA7e5a9eu6d5779Xs2bMLnJyXdEvn5iX7h3thyW2W63/+8x898cQTOY7v27dPs2bNUo8ePVSxYkW1aNFC48eP15EjRwo9tsIQFRVlKFesWNHhNqzPsW4zu2effdaQOLdewj67JUuWGMp5LW/vyufemr+/f4HaX7NmjVq3bl3g5LzkvPeSM1gnBh1Nbucl+2vOzc3N4RtjHHkNZ+ftXfhLi7n6PZldQV/LxUFBYs/IyNDgwYM1YsSIAifnJee9D+Pj4wu9bXvHNQAAAAAAAGfz9PTMcaxy5cqGFVeTk5O1b98+u9vcsWOHody8efOCBwiUENyCAtzm+vXrp0OHDhmOVa9eXZ06dVJwcLCCgoLk6+ur0qVLG2b5LV261DCb01mcMYsxIyPD5nFvb2+tXr1aX331ld59913DktRZzGazQkNDFRoaqn//+9/q0aOHPvzww2K1x3NcXJyhnH2Gr72sz4mNjc21bs2aNdWxY0f99ttvkqSDBw8qNDQ0xy9K165d088//2wp165dWw888ECu7bryubdm6xfJ/Jw8eVJ9+/Y1zJQ2mUxq27atOnTooDp16qhy5cry9vbOkQQeNGiQYVuCksL6deHr61tobWd/Hee2ykJeHHkNO5ur35PZFeS1XFwUJPZp06Zp+fLlhmP+/v7q2LGjWrVqperVq6tcuXLy9vY2tH/gwAGNGTPmlmPOjzPGtfyW6wcAAAAAAHCG2NjYHBN4KlWqZLNujx499Pnnn1vKISEhuvfee+3qJyQkxFC2NckOuN2QoAduYz/++KM2b95sKfv5+WnevHkaOHBgvkvubtq0ycnRZbJOzHXq1Enjx4+/pTbLly+f62Mmk0kDBw7UwIEDdfToUYWEhGjz5s3avn27zT2J165dq61bt2rt2rV5JptdyTpJGh8f73Ab1uf4+fnlWX/IkCGWBL2UeQOHdYL+yy+/NOy/Pnjw4DyXrHf1c3+r3nrrLcPM2LZt22rJkiV27S99q0v3FxXr10VcXFyBZofb4uvra5kZnJCQ4PD5jr6Gnako3pN3oitXrmjWrFmGY+PGjdP48ePzvXkkPT3dmaFZWI9rFSpU0Ndff+2SvgEAAAAAAArT2rVrDRMHAgICVKVKFZt1e/bsaUjQL1q0SBMnTsz3e9EzZ85oy5YtlrKnp6cee+yxW4wcKP5I0AO3sa+++spQ/uSTTzRw4EC7znXVnrfWyT5vb2917drVJX0HBwcrODhYr732msxms44fP64NGzZo5cqV2r59u6VebGys+vbtqzNnzhTqDOKCsk5CF2SpeOubEfJLbPfp00cvv/yyJYn45Zdf6t133zXsBZR96XuTyaTBgwfn2WZRPveOiouL09q1ay3lSpUq6ZdffrH7hgB7lysvbqyXnY+MjFStWrUKpe3y5ctbEvQZGRmKiopy6AYLR1/DzlQU78k70erVq5WYmGgpv/DCC5oxY4Zd57rqM61cuXLy8PBQWlqaJCkxMbHYjmsAAAAAAAC5SUxM1KRJkwzHHn/88Vwn/j3yyCMKCgpSeHi4JOncuXNatGiRnnvuuTz7mTx5suEmgD59+qhs2bK3GD1Q/LEHPXAb27Vrl+X/d911l/r372/3ua7af7127dqG8unTp13SrzWTyaRGjRrptdde07Zt27R161ZDAjkyMtIlS/7bo2bNmobygQMHHG7D+hzrNq35+vqqT58+lvKVK1e0fv16S/nIkSOGfYXuv/9+1alTJ882i8tzb4/9+/cblrYfOHCg3QnU06dPl6h957OrX7++obx3795Ca/tWX8eOvoadqUqVKvLy8rKUjx8/bni92KM4XU9xlf0zTZJGjRpl97mu+kwzmUyG5y4xMVGXLl1ySd8AAAAAAADWxo4dqz179jh0zo0bN9SzZ0+dPHnScszd3V2jR4/O9ZxSpUppwoQJhmNjxozR0aNHcz3nyy+/NGxl6O7urilTpjgUK1BSkaAHbmPZ97yuV6+e3N3d7TovJibGkGzNj/Vdc47slxsUFGTY3/3UqVO6cOGC3ec7ywMPPKCZM2cajmWfVZ/drVx/QdSqVcuw18/58+d19uxZu8+PjY01JFo9PDzUunXrfM8bMmSIoZx9xnz2/9uqa0txfe5tsd4/vkGDBnaf++uvvxZ2OC5jva3DunXrCq3t9u3bG8qO/pys61u350peXl5q0aKFpZySkpLreGGL2Ww2bEciOfd6XD1mFRZXvg+z/4wc/fl06tTplvoGAAAAAAAoLBs2bFDbtm3Vrl07vf/++woNDTVsU5ola4XZadOmqUGDBtq4caPh8dGjR6tJkyZ59jV8+HA1btzYUo6KitIDDzygpUuXWlYblDJvAJg4caKeffZZw/kvvvii7r777oJcJlDikKAHbmPZkwqOzOZcuHChkpKS7K7v4+NjKDu6n/Sjjz5qKH/88ccOne8s9913n6Fsa4966davvyAeeughQ3nx4sV2n7tixQrDMtGtW7fOsW+yLZ06dTLMDP3xxx8VHR2tjIwMw52OpUuXVr9+/eyKpbg+99asE3T2vp/MZrPmzZvnjJBcokuXLoZtDH7++WedOnWqUNq2fg0vX77c8It6XqKiovTDDz8Yjj344IOFEldB3cp7MiQkxHBzSpUqVZz6x0hRjFmFoaDvw9DQUO3cudOhvrL/jG6XzzQAAAAAAHDn+uOPP/TGG2+oRYsW8vX1VZ06ddSyZUu1b99ejRs3VtmyZdWoUSO9/fbbOb4HHzJkiGbNmpVvH56envr2228N22beuHFDQ4YMUfny5dW8eXM1aNBAlStX1vTp05WRkWGp17ZtW82ZM6fwLhgo5kjQA7exypUrW/5/5MgRRUdH53vOxYsXHV5Gxt/f3zA7PywszKHzR48ebUgC/ve//9X+/fsdasMZ7N0T2nqfbkevvyBGjBhhKL///vuW/X3yEhMTo8mTJxuOPf/883b1aTKZDHc1JiUl6ZtvvtHGjRsNSzg/+eST8vf3t6vN4vrcW8v+XpJyX03B2rx58xQaGuqMkFyiUqVKGjBggKWckZGh4cOHG355Lqhu3bqpRo0alnJYWJjdicyJEycakqYPPPCAGjZseMsx3Yrhw4fLZDJZyl988YVdK5Gkp6dr7NixhmPW7+/CdqtjdlEpyPswPT3doaXws2Qf169fv67Y2Fi7z+3du7dhdZDdu3eX6Bt1AAAAAADA7SUlJUVhYWH6888/tXv3bh09etTmdx/+/v6aO3euFi1alOve89YaNWqkX3/9Ncf2jXFxcTpw4IBOnjyZYwZ/165dtX79epUuXbrgFwWUMCTogdtYhw4dLP9PSUnRuHHj8qx/9epVPf7443Yl8rPz9PQ0zPYMDQ3VmTNn7D6/Tp06Gj58uKWcmJioxx9/3OEZj7/++qteeOEFm49NnDjRoRm6ZrNZ7733nuFYq1atbNbNvmyPlDmz3NYyQYWpa9euatq0qaUcHx+vXr166ebNm7mek5KSon79+ikiIsJyrEqVKnrmmWfs7nfw4MGG8tKlS7VkyRLDMXuWt8/iiue+MLRq1cqwx/j333+v33//Pc9z1qxZo3/+859Oi8lVxo0bp1KlSlnK27Zt04ABA5ScnGzX+Xv37rX5unR3d9drr71mOPbWW29p06ZNeba3cOFCzZ0713DsjTfesCsWZ7r77rv1+OOPW8oZGRnq06dPnjfOmM1mjRgxwrD/vI+Pj1566SWnxnqrY3ZRyf6ZJmWO69lXA7GWnp6u5557zuHxRDKO62azWd99953d57q7u2vatGmGY6+99poWLFjgUAwnT57UCy+8oIsXLzp0HgAAAAAAQJYVK1Zo1qxZ6tq1q12Tqkwmk5o2barZs2fr9OnTGjlypGFSij2aNWumQ4cOady4cblOepOk+vXra8GCBdqwYYPKlSvnUB9ASUeCHriNWSdT58+fryFDhuj8+fOG47Gxsfr888/VtGlTy2zfRo0aOdRXt27dLP9PT0/Xgw8+qClTpuiHH35QSEiINm7caPmXPUGc5YMPPjDs4RwREaEHH3xQw4YN065du2wm1uPi4rR9+3ZNmDBBDRs2VJcuXbRhwwab8R06dEjPPvusqlWrppEjR+qXX37R9evXc9TLyMjQ9u3b1a1bN61atcpyvEyZMrkmsgMDA9WsWTNL+dSpU7r33nv10Ucfac2aNYZr37hxo0PbB+TGZDJp0aJF8vT0tBzbv3+/mjdvru+++86w9HNGRoZCQkLUunXrHD+fhQsXytvb2+5+69evb0iS7dixw5C4qlatmrp27erQtTj7uS8MPj4+6tOnj6Wcnp6u7t2769NPP83xfJ46dUqjRo1Sr169lJycrMDAQN11111Oi83ZgoODcywv9e2336px48ZasmSJoqKicpwTHh6uzz77TJ06dVKbNm1s1pEyk5bt2rWzlJOTk9W9e3dNmDAhxzhx9uxZvfjiixoxYoRhqfOnn35avXr1upVLLDRz5841/DFx/vx5tWjRQgsXLlR8fLyh7q5du9SxY8ccS+HPmTNHVatWdXqstzpmF4Unn3xSfn5+lvL+/fvVqVMn7d6921AvLS1N69evV7t27bR06VJJt/aZJkkjR47UK6+8ohUrVmj9+vWGn8/Ro0dznD9gwAC9+OKLlnJqaqpeeOEFdenSRWvWrMnxesiqc+DAAX344YeWVSEWLFjg9Bu+AAAAAADA7atRo0YaO3asQkJCFBUVpePHj2vNmjWaO3euZs6cqWnTpunDDz/UokWL9Ntvvyk6OloHDhzQmDFjFBAQUOB+/fz8NGPGDF25ckXbtm3TvHnzNH36dP373//W4sWLdfDgQZ08eVIjRoxw+AYAR9SqVUtms9nyr2PHjk7rC3CIGSjmDh8+bJZk+Xf48OGiDqlIhYWFGX4eQ4YMybP+Y489Zqif9a9OnTrmdu3amRs0aGD28vIyPPbMM8+YJ02aZDj222+/5dnPiRMnzN7e3jb7sv63aNEim21cuHDB3KRJE5vn+Pj4mBs2bGhu166duUmTJuagoCCzyWTKUa9mzZo22+7Vq5fNdqtUqWJu0qSJuX379uYmTZqYfX19bdabN29ente/dOlSu65dkjksLCzPthzx6aefmt3c3HL04efnZ27SpIm5efPm5vLly9uMY8qUKQXq85NPPsn12v71r38VqE1nPvdms9n822+/GepOmjTJ4RhPnz5t9vf3z9Gvt7e3uWnTpuY2bdqYg4KCDI+5u7ub161bZ65Zs6ZdcZrNZoffe9nrPvTQQw5fl71Gjx5t8/lxd3c316lTx9ymTRtz06ZNzQEBAQ695s+cOWOuUaNGjnPc3NzMdevWNbdp08Zcq1Ytm323bNnSfOPGjTzjdnTMtPbQQw8Zzs/PmjVrzKVKlcoRa+nSpc3BwcHmVq1amQMDA21ez3PPPZdv+4sWLbJrPM1PYYzZjhoyZMgtj4XvvvuuzRgrVapkbtOmjblJkyY53qcNGzY0r1692qExIDU11dygQQO7fj65vaZSUlLM/fv3t3mOh4eH5fXdokULc+3atXN8FjvjMwMAAAAAnI3vcl0jNTXVfPToUcO/1NTUog4LAEqMoh5HmUEP3Oa++OILtW3bNsfxs2fPavfu3Tpx4oRhtvWAAQO0aNEih/u5++67tWzZMvn6+hY41qCgIO3cuVODBg3KcddcfHy8jh8/rt27d+vQoUMKDw83zKLNkn1Pa3tERETo0KFD2rVrlw4dOqS4uDjD46VLl9b8+fPzXXL62Wef1dixY516t58tzz//vFasWGGYVSplropw6NAhhYaG5pi9XKpUKX388cd6++23C9Rn//79c51178jy9tkVxXPvqLp16+rbb7/N8RpPSkrSwYMHtWfPHsNy5t7e3vriiy/UvXt3p8blKu+//77+97//qUyZMobj6enpOnv2rPbs2aODBw/q6tWrDrVbp04d7dixQy1btjQcz8jI0JkzZ7Rnzx6dO3cux3ndu3fX5s2b81wmqyj06NFD69evV2BgoOF4YmKijh49qn379ikyMtLwmLu7u8aNG6fPP//cZXEWxphdFN58803DzPQsV65c0Z49e3To0CHFxMRYjjdp0kQhISF2LeGWnYeHh7777jvVrVu3wLF6enrq66+/1qxZs3LsoZaWlmZ5ff/5558KCwszfBZnqVixIvuvAQAAAAAAALcZEvTAba5cuXLaunWrJk6cqLJly+Zar3Hjxvryyy+1YsUKw17bjujbt69OnjypmTNn6pFHHlH16tXl6+vrUNLax8dHy5YtU2hoqAYOHGjX3jMNGzbUa6+9pt9//11bt261WWfBggVauHCh+vTpo0qVKuXbZoUKFfTSSy/p2LFjNpNBtsyaNUuhoaEaM2aM7r//fgUGBjq0fHxB9e/fX6dPn9bLL7+sChUq5FrPz89PgwcP1vHjx/Xyyy8XuL9y5crZXFK8devWDi8jnZ2znvvC1K1bN+3Zs0dPPPFErnU8PDzUt29fHThwQE8//bTTY3KlUaNG6cyZM3r11VfzfR+VK1dOAwcO1KZNm1SrVq086wYFBWnPnj367LPPDHt/WzOZTGrXrp1Wr16tdevW5bgxpbh46KGHdPr0aY0fPz7P5eq9vb3Vu3dv/fnnn5oxY4YLI8xUGGN2UZg/f76WLl2qOnXq5FonMDBQ06ZN0549exQUFFSgfho3bqyDBw9q0aJF6tu3r+6++26VLVtW7u7uDrUzduxYhYWFacyYMXbdSFS5cmUNGjRI33//vS5dumTXZxYAAAAAAACAksNktjUNEShGjhw5onvuucdSPnz4cJ4JHOQuKSlJO3fu1LFjxxQVFSUvLy9VrVpVbdq00d13313U4dmUkZGh/fv36+TJk7p27ZpiYmJUpkwZlStXTnXr1lVwcHCB9sIJCwvTiRMndP78ed28eVMpKSny9fVVQECAmjRpouDgYHl4eDjhipwrPT1df/zxh06dOqXIyEhlZGQoICBAderUUYcOHQx71hd3znruC0tERIS2bdum8PBwJSQkyN/fX/Xq1VOHDh3surmgpDObzQoNDdWxY8d09epVxcbGysfHR5UrV1ZwcLDuuecehxOZWf766y/t3r1bV65cUUxMjMqXL68qVaqoQ4cOOWamlwShoaE6cuSIIiMjlZycrICAAFWvXl33339/jhUJYL+s1+C+fft07do1mc1mBQYG6p577lHr1q0L/PpzttOnTys0NFRXr15VVFSUPDw8VLZsWdWoUUONGjXK94YWAAAAAMVXWnqGIm4m2XysSllvebjf/vPl+C7XNdLS0nTq1CnDsfr165fI7zMBoCgU9ThKgh7FHr/UAQAAAAAAACjuLtxI0APv/mbzsW1jO6l6hdv/Jm2+y3WNok4sAUBJV9Tj6O1/yx4AAAAAAAAAAAAAAMUACXoAAAAAAAAAAAAAAFyABD0AAAAAAAAAAAAAAC7AhiR3mKSkJP3+++86fvy4oqKi5OXlpaCgILVr10516tQp6vAAAAAAAAAAAAAA4LZFgr4ITJ48WVOmTCnw+UOGDNHixYsdOufq1auaMmWKFi9erPj4eJt1WrVqpYkTJ6pXr14Fjg0AAAAAAAAAAAAAYBtL3N8BNm/erODgYP3vf//LNTkvSfv27VPv3r01ZMgQpaSkuDBCAAAAAAAAAAAAALj9MYP+Nrd9+3Y99thjSkxMNBwvV66cateuraioKF24cEHp6emWx5YuXaq4uDitXLlSJpPJ1SEDAAAAAAAAAAAAwG2JBH0xMGfOHDVr1szu+lWrVrWrXlRUlJ5++mlDcr5mzZr66KOP1LNnT0vyPTw8XNOnT9cnn3xiqff999/rgw8+0D//+U+74wIAAAAAAACAO1ZGmoJMV3N9DAAAQCJBXyy0atVKHTt2LPR2Z8+erUuXLlnKtWvX1vbt23Mk+IOCgjR//nzVqFFDEyZMsByfOnWqhg0bpvLlyxd6bLciJiZG0dHRhdqmv7+/3Nzy3/EhJiZGGRkZhdp3Fl9fX3l45P+WjIuLU1qac36hL1OmjLy8vPKtl5CQ4LRtELy9veXt7Z1vvaSkJCUlJTklBi8vL5UpUybfeikpKUpISHBKDB4eHvL19c23XlpamuLi4pwSg5ubm/z9/fOtl5GRoZiYGKfEIGWu+GGPwh4XsmOMyMQYkYkxIhNjxN8YIzIxRmRijMjEGPE3xohMjBGZGCMyMUb8jTEiE2NEJsaITCV5jIi7dEprzK/arBdxqbGiPeo7FENJHCOc+ZwAAHC7IEF/m7p69ar++9//Go4tWLAgz9n348aN0/r167V161ZJ0s2bNzVnzhy98847To3VUcuWLVNgYGChtvn666/b9Uv3woULnfaH+dChQ1WrVq18661cuVLnzp1zSgy9e/dW8+bN8623YcMGhYaGOiWGjh072nXDyq5du7R582anxNC8eXP17t0733pHjx7VqlWrnBJDrVq1NHTo0HzrhYeHa/HixU6JoVy5cnr99dfzrRcTE6MPP/zQKTFI0uTJk+2q58wYGCMyMUZkYozIxBjxN8aITIwRmRgjMjFG/I0xIhNjRCbGiEyMEX9jjMjEGJGJMSJTSR4jYqOvyS802Wa92KQl8itX0aEYSuIYERkZ6ZQ4AAC4neR/+x1KpK+++spwF+uDDz6oLl265HmOyWTSpEmTDMcWLlwos9nslBgBAAAAAAAAAAAA4E5Cgv42tXr1akN5+PDhdp3XqVMn1a5d21K+fPmydu3aVaixAQAAAAAAAAAAAMCdiAT9bSguLs6yTH2Wbt262XWuyWRS165dDcfWrFlTaLEBAAAAAAAAAAAAwJ2KBP1t6MiRI0pNTbWUa9eurcqVK9t9/n333WcoO2tvLwAAAAAAAAAAAAC4k3gUdQDIlJycrLNnz+r69evy9PTUXXfdpapVq6pMmTIOt3Xs2DFDOTg42KHzretbtwcAAAAAAAAAxV1aeobiU9ILdO6FyBtyT7iab73Y6GuW/yfFRcuvQL0BAIA7iclsNpuLOog7zeTJkzVlyhRLOTg4WGfPnlVSUpKhnoeHh1q1aqXu3btr1KhRCggIsKv9cePGaebMmZbySy+9pHnz5tkd3+XLl1WlShVL2c3NTfHx8fL29ra7jcJ05MgR3XPPPZby77//rkaNGhVqH/7+/nJzy39BiZiYGGVkZBRq31l8fX3l4ZH/PTNxcXFKS0tzSgxlypSRl5dXvvUSEhKUkpLilBi8vb3teq0lJSXleM8UFi8vL7tujklJSVFCQoJTYvDw8JCvr2++9dLS0hQXF+eUGNzc3OTv759vvYyMDMXExDglBkkqV66cXfWio6OdFgNjRCbGiEyMEZkYI/7GGJGJMSITY0Qmxoi/MUZkYozIxBiRiTHib4wRmRgjMjFGZCqMMSIxJV1vrz6s305EKiXNsfdOKaVoquciPVnmoLxNqfnWj06y7+v1iGc2qUqN+g7FUhLHiGPHjqlDhw6W44cPH1bjxo2dEtudLC0tTadOnTIcq1+/vl3PFQCg6MdRRuti4OjRozaPp6Wlaffu3dq9e7dmzZqlMWPGaNKkSXJ3d8+zvcjISEM5KCjIoXgqVaokDw8Pyx9dGRkZun79uqpVq+ZQO7nFdvVq/neeZnf69GlD2d/f3+4/ogubPX8cOJs9fyQ5W5kyZQq0ukNhsvcPZ2fy8vKy6wsEZ/Lw8Ciy90MWNze3Io9Bsv/LNWdijMjEGJGJMSITY8TfGCMyMUZkYozIxBjxN8aITIwRmRgjMjFG/I0xIhNjRCbGiEx5jRH/78v9CjkTJ3mUkZuD34C/7/kfPeG+z+765bxNdtVLcOJ3msVpjCgOsQAAUNyRoC8hEhMTNW3aNG3btk0//fRTnn8UWd+96uPj41BfJpNJpUuXVmxsbK5tFtTcuXMNqwcAAAAAAAAAQGFJSk1XyNErBTq3lFL0sJv9yXkAAICCyH99HDiFyWRShw4d9M477ygkJETh4eFKSEhQUlKSLl68qJ9++kkvvvhijjtyN2/erAEDBig9Pfe9k6yT6QW5q7d06dJ5tgkAAAAAAAAAxc3V2GQlO7isfZYA0027lrV3VJLZUxUqObbKKQAAuH2RoC8C3bp10/Hjx7Vjxw6NHz9eXbt2VbVq1VS6dGmVKlVKVatW1eOPP6758+fr1KlTuu+++wznr127VnPnzs21fet9sAqy5FWpUqUM5cTERIfbAAAAAAAAAIA73RH/++Vd2rFVTgEAwO2LJe6LQIcOHeyuGxQUpI0bN6pz587auXOn5fj06dM1fPhwm/tuWc+YT0lJcTjG5OTkPNssqFGjRqlfv34OnXP69Gn17t27UPoHAAAAAAAAAFdIMnvqiP/9Cn5pWVGHAgAAihES9CWAt7e3li5dqkaNGiktLU2SFBkZqQ0bNthMXFvvT289o94e1jPm89rz3hGBgYEKDAwslLYAAAAAAAAAwF7fvnSvKvvnPhHJPeaCtNj2Y1f6rlK6b1WH+qtQKUitmDkPAACskKAvIerVq6eePXvq+++/txyzN0EfHx/vUF9ms9lpCXoAAAAAAAAAcIVSSlGA6aalXE1XVdWUx0qhphu5PlSpWh2pfM3CDA8AANyhSNCXIF26dDEk6E+cOGGznvUM9fDwAz0dlQAAIABJREFUcIf6uXLlimWmviS5ubmpYsWKDrUBAAAAAAAAAEXBW8ma7fmJHnbbJ29T6t8PLC6ykAAAACxI0Jcg1atXN5SvXr1qs16DBg0M5b/++suhfqzr16xZs9D2oAcAAAAAAAAAZ5rt+YmecN9V1GEAAADY5FbUAcB+np6ehnJqaqrNeg0bNjSUjx496lA/x44dy7M9AAAAAAAAACiW0pL0sNu+oo4CAFAMLV68WCaTyfJv8eLFRR0S7lDMoC9BLl++bCgHBATYrNe4cWN5enpaEvjnzp1TRESEqlSpYlc/O3bsMJSbN29egGgBAAAAAAAAwLXcE64al7UvDB7ekm+lwm0TAIBiJC0tTadOnVJYWJjCw8N18+ZNJScny8/PT+XLl1fjxo3VpEkTeXl5FVqfZrNZ+/fvV2hoqCIjIyVJlSpVUrNmzdSyZUuZTKZC66u4IUFfgmzfvt1Qtl7yPoufn58efPBBbdq0yXIsJCREgwcPzrcPs9msjRs3Go498cQTBYgWAAAAAAAAAG4DDR6TPNkCFABwewkJCdGaNWu0Y8cOHT58WMnJyXnWL126tPr06aNXXnlFbdu2LXC/qamp+uijj/Thhx/q4sWLNusEBQXp9ddf16uvvppjhfHbAUvclxDR0dH67rvvDMe6dOmSa/2ePXsayp9//rld/fz2228KCwuzlCtVqqR27do5ECkAAAAAAAAA3AY8vKXGT0m9/lfUkQAAUOimTJmi//znP9q3b1++yXlJSkxM1PLly9W+fXuNGjXKrnOsXbhwQe3atdObb76Za3JeksLDwzVmzBjde++9edYrqZhBX0KMGTNG0dHRlrKXl5e6d++ea/0BAwZo/Pjxio+PlyRt3bpVv/76qzp37pzrOWazWVOmTDEcGzZsmNzcuI8DAAAAAAAAQDGUmiTFXbEU3eMu5Vr1St9VqlStjv1t+1Zi5jwA4I7i6empGjVqqGzZsnJ3d9eNGzcUFhamjIwMSx2z2ax58+bp3LlzWrVqld3L3kdGRqrT/2fvzqOjru7/j78myWSGrGwhMSFiQL8gICq4AcoeqAgGKyjVVtSKqGgLLUERwR8Uq0I9uBywYLUqWKtGKrJaXJAiZRWCEjYxBDQQA4TsM5lM5vdHyshknUkmMxPyfJzDObmfz13eg1Yrr7n3Dh6sI0eOuDxv1aqVOnfurIqKCmVmZspisTjf7dq1S4MHD9aWLVvUvn1773zIAEBA72PPPfeckpOT1adPH7f6l5eX6/HHH6+2A/6hhx6q8075Dh066NFHH9Xzzz/vfPbAAw9o8+bNio+Pr3HMs88+q02bNjnb0dHRSk1NdatOAAAAAAAAAPCUxWZXbqHnO/AMthK1/fQPMn//iYLsP/9Bfl03xdsj4qU2nRpQJQAAF6a2bdtq5MiRGjhwoPr376/LLrtMISGu8XFxcbFWrVqluXPnav/+/c7n69at0zPPPFNt829t7r33Xpdw3mw267nnntPEiRMVFhbmXGvp0qV68sknnUH94cOHdf/99+vjjz9u7McNGAT0PrZ+/XrNmDFD/fr10x133KGhQ4eqW7du1f5mz8/P19q1azV//nzt2bPH5V2XLl00e/bseteaPn263nrrLZ08eVKSlJmZqX79+unll1/W6NGjZTAYJFUeEzFv3jwtWbLEZfzMmTPVtm3bxnxcAAAAAAAAAKimtMyu1LR0bcjIkbW8ov4BVbxifFmjg7c2QWUAALQMS5YsUdeuXatllFWFh4dr/Pjxuu222zRmzBitX7/e+e7555/X1KlT1bp16zrn+Pe//61169Y520ajUZ988okGDBhQba2pU6eqd+/eSk5Ols1mkyStWrVKX3zxhQYPHuzpxwxIBPR+smXLFm3ZskWSZDKZ1LFjR+dxEadPn9bRo0ddjos4Jy4uTuvWrVO7du3qXaNt27Z67733NGLECOe3TLKyspSSkqLWrVsrKSlJZ8+e1bFjx2S3213GpqSkaNq0aV74pAAAAAAAAADgKjUtXav3nmjQWJPKlBy0y8sVAQDQsvTo0cOj/iaTSW+//ba6dOmiwsJCSZLVatWqVav0m9/8ps6xs2bNcmk/8cQT1cL58w0cOFCPP/645s2b53z21FNP6auvvvKo5kDF5eIBwGq16siRI/r666+1Y8cOff/99zWG8yNHjlR6erouu+wyt+ceMGCA1qxZU20n/NmzZ7V7925lZmZWC+fvuusuvffee84d9gAAAAAAAADgLRabXRsycurvWIsYQ77MBptnazqMsofFNHhNAAAgxcTEaMSIES7Pzj/2vibffPONtm/f7myHh4e7dcX29OnTFR4e7mxv2bKl3rWaC3bQ+9jMmTN1+eWX6z//+Y8OHDhQLRyvKiIiQjfffLMeffTROr9JUpchQ4YoIyNDc+bM0VtvvaWSkpIa+1199dV66qmn9Mtf/rJB6wAAAAAAAABAfXILrQ061r4xPnNco6Fton26JgDgZz/99JP+85//KDMzUzabTe3bt1f37t11ww03KDg4uFFzl5SUaOPGjcrKytKZM2cUHR2tyy+/XP3795fZbPbSJ/jZsWPHtHPnTuXk5CgvL0/R0dGKi4tT//79FRcX59W17Ha7tm7dqqNHj+rEiROy2+3q0aOHRo0a5dV1PNGlSxeX9qlTp+rsv3LlSpf2HXfcocjIyHrXiYyM1Lhx4/Tmm286n3300Ue6/PLL3S82QBHQ+1hycrKSk5MlVf4DIyMjw/k/qqKiIlVUVKh169Zq06aNunfvriuuuKLR/2CSpNjYWC1evFgvvPCC8xsmZ8+eVWhoqBISEnT99dfr0ksvbfQ6AAAAAAAAABAoLA6jNlT00eddZ+sWY+P/nBUAmpP/9//+n+bMmeNsf/HFFxo0aJBbY48ePaqkpCRne8KECS5BaVWXXHKJsrKyJEmdOnXS0aNHJUmHDh3SE088oZUrV9Z4enS7du305JNP6rHHHpPRaHSrtnPy8vI0Y8YMLV++XMXFxdXeR0ZG6uGHH9bs2bNddmI3RFlZmV599VUtXbpUGRkZNfYxGAzq06ePZs2apVtvvdWteWv7a3TmzBk9++yzWr58uU6ePOky5sorr/RrQH/uWu1z6rt/fs2aNS7t4cOHu71WcnKyy993q1ev1owZM9weH6gI6P0oLCxM11xzja655hqfrdmqVSsNHTpUQ4cO9dmaAAAAAAAAAOALY62zdVLtnO384DYa2D1RC8Ze6ceqAKBlSktL0z333KPS0tJa+5w+fVp//OMf9fnnnystLc3tHe87d+7U6NGjq4XX5yssLNT8+fO1atUq/fvf//a4/nO2bdumX/3qV8rMzKyzn8Ph0M6dO5WSkqLRo0fr3XffbdAXA/bs2aNbbrlF2dnZDS25SW3bts2l3adPn1r7OhwO7d271+VZv3793F6rf//+Lu309HQ5HI5mf003AT0AAAAAAAAAoOnYLFLRz3fOBxdY1NGQW2PXRXf1Vkykqc7pgovCpLSa3708aZTsUYnOdkykSWZ2zgOAz61Zs0bjx493XvVsNBqVlJSk1q1b66effnLusD+///Tp0/Xyyy/XO/e3336rESNG6MyZMy7PQ0NDlZSUpIiICB0/flw//fSTpMo70keOHKmHH37Y48+xatUq3XnnndW+ZHBurejoaBUUFOi7775TeXm5y7ghQ4boyy+/9OiY/ePHj+vOO+901i5JCQkJiouLU2FhoY4dO+bxZ/Cmzz77TFu3bnW227Ztq9GjR9faPysry+Xq7fDwcF188cVur9epUyeFhYU55yguLtbx48c9miMQEdADAAAAAAAAALyvrERaOVk6uFYq//k43HhJm2vL4D9s3JLx0WapTVjjJgEuZPZyqeBHf1fRMkQlSMEtM4bLz8/Xb37zG9ntdnXs2FFz587V2LFjXe4dP3z4sKZOnepy/PmiRYs0adIk9ejRo9a5bTab7rrrLpdwPjIyUvPmzdOECRMUHR3tfL5t2zZNnz5dmzZt0jfffKP58+d79Dn27dtXLZy/6aab9Pjjj2vo0KEuwXthYaH++c9/atasWcrJqfxS2vbt2zV16lS9+uqrbq+Zmpqqn376ScHBwXrwwQf1hz/8weWK6tLSUn311VcefQ5vWbt2re6++26XZy+88ILCwmr/9+7Bgwdd2omJibX0rF1iYqLLPAcPHiSgBwAAAAAAAACgmpWTpX0r/F0FgPMV/Ci91MvfVbQMv98rtenk7yr84uzZs5Kk3r17a/369YqJianW57LLLtPKlSs1atQorV+/XpJUUVGhv/3tb1q4cGGtcy9cuFDffPONs92mTRtt2rRJPXv2rNb3+uuv18aNGzVhwgQtW7as2q79upSXl2v8+PEu4fycOXM0a9asGo9Xj4yM1MSJEzVy5EgNHjxYhw8fliT99a9/1YMPPqirr77arXVzcnIUEhKid999V2PHjq32vlWrVho2bJjbn8MTx48fdwnC7Xa78vPztX//fq1du1bbt293vjMYDJo3b57uvffeOuc8/yQASerYsaPHdSUkJLjUVXXO5oiAHgAAAAAAAADgXTZL5c55AECLFBUVpRUrVtQYzp8THByshQsXOgN6SVq3bl2tAb3dbq92BP5rr71WYzh/jsFg0Ouvv65du3YpIyPD7frT0tL07bffOtuTJk3S7Nmz6x2XkJCgDz/8UFdddZUqKiokVe4yX758udtrT5s2rcZwvql9+OGHmjp1ar39+vfvr2eeeUYDBw6st29RUZFLOzw83OO6qo6pOmdzFOTvAgAAAAAAAAAAF5iiHJdj7X0ixCxFxPp2TQBAjR566CF16lT/CQLdunVTr14/n+pw+PDhWgPYf//73/rxx5+vaLj22mt1++2317uG0WjUn//8Zzeq/tmLL77o/DksLEzPPvus22OvuOIKpaSkONsrV66U3W53a2xYWJhmzJjhfqE+NnToUD311FMaMGCAW/2r/rU8/1oAd7Vq1arOOZsjAnoAAAAAAAAAQPPXdaRk9PwP/gEA3nfnnXe63feqq65y/lxRUeESwp9v48aNLu177rnH7TVuueWWOnfzn+/06dMux7mPGjVKbdq0cXstSRo+fLjz56KiIu3evdvtOqOiojxay5c+++wz3Xzzzbryyiu1c+fOevtbLK5f1gsNDfV4TZPJ5NI+/9qB5oqAHgAAAAAAAADQfIWYpR6/lFIW+bsSAIAqd6xfeeWVbvfv0KGDSzs/P7/GfueH5pI0aNAgt9cICQlR//793eq7efNmORwOZ/uaa65xe51zLr74Ypf2/v373Rp33XXXebyWt0yZMkUOh8P5y2q16sSJE/rkk080ZcoUtW7d2tn3m2++Uf/+/bVmzZo656y6Y76srMzjuqxWa51zNkfcQQ8AAAAAAAAAaDibpfJI+/MVZNfaPWfsR7r9nawa370/qa/ioz38g/eIWHbOA0AAadu2rYKDg93uX/WO8dp2SGdmZjp/Dg4OVrdu3Tyq64orrtBHH31Ub7+qYfr06dM1ffp0j9aq6syZM271S0pKatQ63hQaGqq4uDjFxcVp+PDheuKJJ/TrX/9an376qaTKsH38+PHau3dvrXVHRES4tKvuqHdH1b8fqs7ZHBHQAwAAAAAAAAA8V1YirZwsHVzr0X3z9oh4/eAoqfldVKLUJsxbFQKoKipB+v1ef1fRMkQl+LsCv2nsDufzd6+f7+zZs86fo6OjFRLiWczZrl07t/qdPn3ao3ndUdupAFUF8vH2sbGx+vjjj3XjjTfq66+/llR5fP9TTz2ld955p8YxVcP04uJij9etOoaAHgAAAAAAAADQ7FlsduUWWuvveJ526x5S2OGVHq/l6ToAvCg4RGrTyd9VAA1SVFTk/DkszPMvc1XdqV+b878I4C0VFRVu9TMajV5f25tatWqlv/zlLxoyZIjz2QcffKClS5fW+Ptb9fqCH374weM1f/zxxzrnbI4I6AEAAAAAAACghSotsys1LV0bMnJkLXcvPJAkk8qUblorGTxfc/I/vpYU4/lAAECLFh4eroKCAklSSUnNJ7HUxd3d21XD/ylTpuiWW27xeL3zde7cuVHjA8nAgQPVrl0750kDNptNO3fu1MCBA6v17dq1q0v7+PHjHq9XdYynVxsEIgJ6AAAAAAAAAGihUtPStXrvCY/HxRjyZTbYPB5ncRiV64j2eBwAwHMGQwO+RfU/DQnAm1rr1q2dAX1+fr5sNptHO87dPbq+ffv2Lu2LLrpIw4YNc7/QC1xQUJAuueQSl9/PkydP1ti3U6dOatWqlfMe+eLiYmVlZalTJ/dO8sjKynL5ezE8PFyJiYmNqD4wBPm7AAAAAAAAAACA71lsdm3IyPHpmhsq+siqUJ+uCQAtVdW74M+FpO7Izc31djmNdv4udLvdrgMHDng0fu/evW71S0pKcml/9913Hq3TEtX2RQmDwaBevXq5PNuyZYvb83711Vcu7V69ejXqiyeBgoAeAAAAAAAAAFqg3EKrR8faN4bFYdQq+w1KtU2qtY8pJEgxkSaf1AMALUFUVJRLOyfH/S9l7dixw9vlNNq1117r0v7yyy/dHlteXl4t7K3N4MGDXdqff/652+u0BA6HQ8eOHXN5FhsbW2v/UaNGubQ3bNjg9lpV+44ePdrtsYGMgB4AAAAAAAAAWjiTytTRkOv2rzjVfkzwWOts3Wh9yeXXldbX9Jjtd7Ko9gA+uXuszMbgpvh4ANAiVT1GfPfu3W6Pfe+997xdTqMNGjTIpf3222+7PXbNmjU6deqUW30TEhLUs2dPZ/vIkSNat26d22td6LZt2+ZywkJISIi6d+9ea/9bb73Vpf3BBx+oqKio3nUKCwv1wQcfuDxLSUnxsNrAxB30AAAAAAAAANBCmWXVAuMSJQftatCd8jU5qXb6wRHjdn9TSJCSu8dqwdgrvbI+AKBS7969Xdr/+te/9MILLygkpO54cMWKFdq5c2dTltYgI0aMUEJCgn788UdJlbv8P/zwQ91+++11jrPZbJoxY4ZHa6WmpmrChAnO9pQpU9SvXz9FR0d7XvgFpKKiotrv5U033aQ2bdrUOqZXr1669tprnacyFBUVaf78+Zo7d26da82fP1/FxcXO9g033FDnFwGaEwJ6AAAAAAAAAGihFhiXaHTwVq/O+f6kvrJHJbrdPybSxM55AGgCcXFxuvrqq507548fP6758+frySefrHXMjh079MADD/iqRI8EBwfr0UcfdQmIJ06cqK5du7rseD+fw+HQAw88oP3793u01t1336358+dr3759kqRDhw7p5ptvVlpamuLj492aw2az6R//+IdOnjypxx9/3KP1m9ozzzyj6667TsnJyW6PKSkp0YMPPqiNGze6PJ82bVq9Y+fOnaubb77Z2X7uuec0bNgwDRgwoMb+X375pZ5//nmXZ/PmzXO71kDHEfcAAAAAAAAA0BKVW5QctMvr08ZHm5XYNsztX4TzANB0Jk6c6NJ+6qmnNGPGDOXl5bk8z87O1tNPP62BAwcqLy9PXbp08WWZbvvDH/7gsos6Ly9P/fr10yuvvKKCggKXvtu3b9fgwYOdR+Ffcsklbq8THBysDz/80GXH/H//+1/17NlTTz/9tA4dOlTjuJycHK1evVqTJk1SQkKC7r33Xo+/HOALO3bs0PDhw9WzZ0/96U9/0vbt21VaWlpj36NHj2rhwoXq3r273nnnHZd3Y8eO1ciRI+td7xe/+IWGDx/ubNtsNo0YMUIvvfSSSkpKnM+Li4v14osv6he/+IVstp9P9hk5cqSGDh3q6ccMWOygBwAAAAAAAIAWKLgk12vH2juFmKWIWO/OCQBosIkTJ+q1115z7qJ3OBx67rnn9Je//EX/93//p4iICOXm5iozM9M5Ji4uTq+//nq1O98DQWhoqN59910NGjTI+SWDwsJC/e53v1NqaqqSkpIUHh6u48eP66effnKO69Wrlx566CE98sgjbq/VtWtX/etf/9Ltt9/uXCsvL09z587V3Llz1b59e8XFxSk8PFwFBQU6deqUy93szcG+ffs0e/ZszZ49W8HBwerYsaNat26tVq1aqbCwUNnZ2dW+zHFOcnKyli1b5vZab7/9tvr27ev8e81isWjKlCmaMWOGOnfuLIfDoe+//14Wi8VlXJcuXfTmm282+DMGIgJ6AAAAAAAAAIB3dB0pGc3+rgIA8D8hISFasWKFhg0bpiNHjjifl5eXKyMjo1r/iy++WGvXrlV4eLgvy/RIr169tH79eo0ePdolhLdarTpw4EC1/pdffrnWrFmjTz/91OO1Bg8erB07duhXv/qV8w71c06dOqVTp07VOd5gMCgx0f1rX/zJbrcrKytLWVlZdfYzmUyaOXOmnnjiCRmNRrfnj42N1RdffKGUlBSlp6c7n5eWljqvEqjqqquu0scff6yYmBi312kOOOIeAAAAAAAAANA4IWapxy+llEX+rgQAUMUll1yibdu26ZFHHpHJZKqxT6tWrfTYY48pPT1dPXr08HGFnrvuuuu0f/9+TZw4UWFhYTX2iYyMVGpqqnbs2KGOHTs2eK0uXbpo+/bt+vjjjzVkyBCFhobW2T84OFh9+/bV3Llz9d133+lPf/pTg9duKi+99JJeeeUVjRo1Su3atXNrzKWXXuo83n/WrFkehfPndOrUSdu3b9fzzz+v+Pj4WvvFx8dr/vz52rZtW7P5goMnDA6Hw+HvIoC67Nu3Tz179nS2v/3222bxLwcAAAAAAAAgkGUfPaj4N6+r8V3O2I8Um9DZ/ckiYtk5D/4s10fKy8t1+PBhl2eXXXaZQkI4NBn1Ky4u1pdffqnMzEydPXtWYWFh6tatmwYMGBDQu+brUlxcrC+++EJZWVnKy8tTdHS0Lr/8ct14440ym73/76aSkhJt3bpVx48f1+nTp1VaWqqIiAi1b99eXbt21eWXX97sfi8zMzN16NAhZWVlKT8/X1arVeHh4YqOjlZiYqJ69+7tdpDvroqKCu3atUvp6enOkxA6dOigq666Sr1791ZQUNPtM/f3P0f5pzUAAAAAAAAAXOhsFqkox+VRcFF2rd3tEfFSm05NXRUAwMfCw8M1cuRIf5fhVeHh4Ro1apTP1gsLC9OQIUN8tp4vJCUlKSkpyadrBgUF6dprr9W1117r03UDAQE9AAAAAAAAAFyoykqklZOlg2ulcovLq1g/lQQAANCSEdADAAAAAAAAwIVq5WRp3wp/VwEAAID/IaAHAAAAAAAAgGbAYrMrt9Dq/oByixIOrFXT3eAKAAAATxHQAwAAAAAAAEAAKy2zKzUtXRsycmQtr3B7XEdDrjabLPV3rMLiMMoeFuPxOAAAANSPL08CAAAAAAAAQABLTUvX6r0nPArnG2NDRR8pxOyTtQAAAFoaAnoAAAAAAAAACFAWm10bMnJ8s5bDqFX2G5Rqm+ST9QAAAFoijrgHAAAAAAAAgACVW2h1e+e8SWWKMeQ723E6XWvfsdbZOql2rms5omVVqEwhQYqJNDWsYAAAANSJgB4AAAAAAAAAmjGzrFpgXKLkoF0yG2xujTmpdvrBUfM988ndY2U2BnuzRAAAAPwPAT0AAAAAAAAANGMLjEs0Onhro+cxhQQpuXusFoy90gtVAQAAoCYE9AAAAAAAAADQDH3wUF/FhUkJS+6X7J6NfX9SX9mjEl2exUSa2DkPAADQxAjoAQAAAAAAAKAZiosyK9GQK9ktng0MMSs+oZNkNDdNYQAAAKhVkL8LAAAAAAAAAAD4UNeRhPMAAAB+wg56AAAAAAAAAGgJQsyV4XzKIn9XAgAA0GIR0AMAAAAAAADAhei+9VJU/M/tiFh2zgMAAPgZAT0AAAAAAAAA+IrNIhXluN09uMCijobcWt4dlwxnah8cFS+16eRphQACnMFgqPbM4XD4oRIAaJ4qKiqqPQsK8t3N8AT0AAAAAAAAANDUykqklZOlg2ulcovbw+IlbTbV8vJNbxQGoLmpKUSy2WwyGo1+qAYAmh+bzebSNhgMNX75qan47qsAAAAAAAAAANBSrZws7VvhUTgPADUxGAwKDQ11eVZUVOSnagCg+SkoKHBpG41GAnoAAAAAAAAAuGDYLJU75wHASyIjI13aBQUFHHMPAG4oLy+vFtBHR0f7tAaOuAcAAAAAAAAAD1hsduUWWt3uH1xwXPG+3jkfYpYiYn27JgCfiYyM1OnTp51tm82mH3/8UQkJCT7dBQoAzUlZWZmOHz9e7Q56AnoAAAAAAAAACEClZXalpqVrQ0aOrOUV9Q/4n46G3NrvkW8qXUdKRrOPFwXgK2azWUaj0eUe5cLCQh05ckRRUVGKiIhQSEhIjffVA0BL4XA4ZLfbVVJSoqKiIpWUlFQ7bSQ8PFxGo9GndRHQAwAAAAAAAIAbUtPStXrvCX+XUbcQc2U4n7LI35UAaEIGg0Hx8fE6duyYS9hks9l0+vRpl931AICaGY1Gxcb6/sQhAnoAAAAAAAAAqIfFZteGjJx6+5lUphhDvsuzONUelI21ztZJtWtQTe9P6qv46Cq75CNi2TkPtBBhYWG6+OKLq4X0AID6mUwmJSYm+nz3vERADwAAAAAAAAD1yi201nmsvVlWLTAuUXLQLpkNtlr7VXVS7fSDI8bjekwhQWqbcKlkDPZ4LIALx7mQPjs72+W4ewBA7SIjI3XRRRcpONg//z+KgB4AAAAAAAAAGmmBcYlGB2/12XrJ3WNlJpwHoMqQvkuXLrJarSooKFBhYaHKysr8XRYABIzg4GBFREQoIiJC4eHhfgvmzyGgBwAAAAAAAIBGMKlMyUG7fLNWSJCSu8dqwdgrfbIegObBYDDIbDbLbDarQ4cOcjgcqqio4Oh7AC2awWBQUFCQDAaDv0txQUAPAAAAAAAAAI3w/t1dZP7Q86OlK4LNenfqrVKI+3fGx0Sa2DkPoF5PlT9DAAAgAElEQVQGg8HvO0QBADUjoAcAAAAAAACARoiJNDVoXFC3kUrs0NbL1QAAACCQEdADAAAAAAAAgC+FmKWuI6WURf6uBAAAAD5GQA8AAAAAAAAATeW+9VJUvOuziFjJ6P6x9gAAALhwENADAAAAAAAAaHlsFqkox+3uwQUWdTTk1vyuKKz2gVHxUptOnlYHAACACxQBPQAAAAAAAICWo6xEWjlZOrhWKre4PSxe0ubarppP80plAAAAaAEI6AEAAAAAAAC0HCsnS/tW+LsKAAAAtFBB/i4AAAAAAAAAAHzCZqncOQ8AAAD4CQE9AAAAAAAAgJahKMejY+0bLcQsRcT6bj0AAAAEPI64BwAAAAAAANDsWGx25RZaPRoTXGBRfBPVU6OuIyWj2ZcrAgAAIMAR0AMAAAAAAABoNkrL7EpNS9eGjBxZyys8GtvRkKvNpiYq7Hwh5spwPmWRDxYDAABAc0JADwAAAAAAAKDZSE1L1+q9J2RSmToa8j0aG6fTtb4ba52tk2rXoJren9RX8dHn7ZSPiGXnPAAAAGpEQA8AAAAAAACgWbDY7PpPxjG9YnxVyUG7ZDbYvDb3SbXTD46YBo21RyVKbcK8VgsAAAAuXAT0AAAAAAAAAJqF3EKr5hle1ejgrf4uxckUEqSYSF+cmw8AAIALQZC/CwAAAAAAAAAAt5RblBy0y99VuEjuHiuzMdjfZQAAAKCZYAc9AAAAAAAAgGYhuCTXq8fan2NxGJXriPZojCkkSMndY7Vg7JVerwcAAAAXLgJ6AAAAAAAAAC1axf+N1Kc3j/BoTEykiZ3zAAAA8BgBPQAAAAAAAICWKcQsdR2psJRFCgsN83c1AAAAaAEI6AEAAAAAAAA0ezljP1JsQmfPBkXESkZz0xQEAAAA1ICAHgAAAAAAAECzZ4+Il9p08ncZAAAAQJ2C/F0AAAAAAAAAAAAAAAAtAQE9AAAAAAAAAAAAAAA+QEAPAAAAAAAAAAAAAIAPENADAAAAAAAAAAAAAOADBPQAAAAAAAAAAAAAAPhAiL8LAAAAAAAAAHDhstjsyi20emWuM4VWxXtlJgAAAMA/COgBAAAAAAAAeF1pmV2paenakJEja3lFjX1MKlOMId/tOeN0Wmkmb1UIAAAA+B4BPQAAAAAAAACvS01L1+q9J2p8Z5ZVC4xLlBy0S2aDzceVAQAAAP5DQA8AAAAAAADAqyw2uzZk5NT6foFxiUYHb/VhRQAAAEBgCPJ3AQAAAAAAAAAuLLmF1jqPtU8O2uX1NduFh3p9TgAAAMDbCOgBAAAAAAAA+EyMId/rx9qXGUJlan2RV+cEAAAAmgIBPQAAAAAAAIBmLajbLZLR7O8yAAAAgHoR0AMAAAAAAADwmUV39fbaXI4Qs9Tjlwq5bbHX5gQAAACaUoi/CwAAAAAAAADQcsREmmp/ed96KSre7bkMEbHsnAcAAECzQkAPAAAAAAAAoMmYVKYYQ76zHVwUVnvnqHipTScfVAUAAAD4BwE9AAAAAAAAAK8zy6oFxiVKDtols8H284s0/9UEAAAA+BsBPQAAAAAAAACvW2BcotHBW/1dBgAAABBQgvxdAAAAAAAAAIALTLlFyUG7/F0FAAAAEHAI6AEAAAAAAAB4VXBJruux9u4IMUsRsU1TEAAAABAgCOgBAAAAAAAA+F/XkZLR7O8qAAAAgCbFHfQAAAAAAAAA/CfEXBnOpyzydyUAAABAkyOgBwAAAAAAANBwNotUlOPyKLgou9buOWM/UmxC558fRMSycx4AAAAtBgE9AAAAAAAAgDpZbHblFlpdnhlsJWr76R9k/v4TBdktLu/qukneHhEvtenUBFUCAAAAgY+AHgAAAAAAAECNSsvsSk1L14aMHFnLK1zevWJ8WaODt/qpMgAAAKB5IqAHAAAAAAAAUKPUtHSt3nui2nOTypQctMsPFQEAAADNW5C/CwAAAAAAAAAQeCw2uzZk5NT4LsaQL7PB5vmcDqPsYTGNLQ0AAABotgjoAQAAAAAAAFSTW2itdqx9Y33muEYxbaK9OicAAADQnBDQAwAAAAAAAGhSFodRq+w36NP/my2zMdjf5QAAAAB+wx30AAAAAAAAALxmrHW2Tqqdy7P84DYa2D1RC8Ze6aeqAAAAgMBAQA8AAAAAAAC0dDaLVOR633xwgUUdDbk1dn9tzEXSupqnennSKNmjEl2exUSa2DkPAAAAiIAeAAAAAAAAaLnKSqSVk6WDa6Vyi8ureEmbTbWMqyWcl6T4aLPUJsxrJQIAAAAXEgJ6AAAAAAAAoKVaOVnat8LfVQAAAAAtRpC/CwAAAAAAAADgBzZL5c55AAAAAD5DQA8AAAAAAAC0REU51Y61b7QQsxQR6905AQAAgAsIAT0AAAAAAAAA7+g6UjKa/V0FAAAAELC4gx4AAAAAAABA44SYK8P5lEX+rgQAAAAIaAT0AAAAAAAAwIXOZqk80v58Bdm1979vvbIdbXXHkv/W+Pr9SX0VH33eTvmIWHbOAwAAAG4goAcAAAAAAAAuVGUl0srJ0sG1nt03HxUvuyNGPzi+q/G1PSpRahPmpSIBAACAloOAHgAAAAAAALgAWGx25RZaXZ61W/eQwg6v9Hiu7HyLTsqDQB8AAACAWwjoAQAAAAAAgGastMyu1LR0bcjIkbW8wvncpDKlm9ZKBs/nvGPJf/WDI8aLVQIAAACQCOgBAAAAAACAZi01LV2r956o9jzGkC+zwebxfBaHUbmOaG+UBgAAAKCKIH8XAAAAAAAAAKBhLDa7NmTkeHXODRV9ZFWoV+cEAAAAUIkd9AAAAAAAAEAzlVtodTnWvjEsDqM2VPRRqm1Snf1MIUGKiTR5ZU0AAACgpSGgBwAAAAAAAFqYsdbZOql2Ls9yHdFu7ZxP7h4rszG4qUoDAAAALmgE9AAAAAAAAEBzYLNIRa7H2QcXWNTRkFtj9zidrnWqk2qnHxwxHi1vCglScvdYLRh7pUfjAAAAAPyMgB4AAAAAAAAIZGUl0srJ0sG1UrnF5VW8pM0NOG3+/Ul9ZY9K9GhMTKSJnfMAAABAIxHQAwAAAAAAAIFs5WRp3wqvThkfbZbahHl1TgAAAAD1C/J3AQAAAAAAAABqYbNU7pwHAAAAcEEgoAcAAAAAAAACVVFOtWPtGy3ELEXEendOAAAAAG4hoAcAAAAAAABakq4jJaPZ31UAAAAALRJ30AMAAAAAAAAtQYi5MpxPWeTvSgAAAIAWi4AeAAAAAAAA8BWbpfLYencVZNf+7r71yna01R1L/lvj6/cn9VV89Hk75SNi2TkPAAAA+BkBfQtjsVi0ZcsWHThwQHl5eQoNDVXHjh11/fXXq3Pnzv4uDwAAAAAA4MJUViKtnCwdXOu9O+Wj4mV3xOgHx3c1vrZHJUptwryzFgAAAACvIKAPYL/61a/0z3/+0+VZp06ddPToUY/nys3N1Zw5c/Tmm2+quLi4xj59+vTRrFmzlJKS0pByAQAAAAAAUJuVk6V9K/xdBQAAAAA/I6APUKtWraoWzjfUxo0bNW7cOJ06darOfrt27dKYMWN0zz336LXXXlNoaKhX1gcAAAAAALiQWGx25RZa3R9QblHCgbUK8nId2fkWnZSXduMDAAAA8AkC+gCUn5+vhx9+2Ctzbd68WSNHjlRpaanL89atWyspKUl5eXk6fvy47Ha7893bb7+toqIipaWlyWAweKUOAAAAAACA5q60zK7UtHRtyMiRtbzC7XEdDbnabPJukG5xGDX4rxmyig0WAAAAQHPi7S/uwgtSU1P1448/SpLCw8MbPE9eXp7uvPNOl3C+U6dO+uijj3TmzBl9/fXXyszM1NGjRzVp0iSXsStWrNDChQsbvDYAAAAAAMCFJjUtXav3nvAonG8qGyr6EM4DAAAAzRABfYDZuHGj/va3v0mSgoKC9PTTTzd4rgULFig7O9vZTkpK0pYtW5SSkuKyM75jx47661//qmeeecZl/Ny5c5WXl9fg9QEAAAAAAC4UFptdGzJy/F2GLA6jVtlvUKptUv2dAQAAAAScZnPEfXl5ufbv36+jR4/q+PHjys/PV3FxsaTKXebR0dG6+OKLdckll6hbt24KCWk2H82ptLRUDzzwgBwOhyTpscce07XXXtuguXJzc/XKK6+4PHvttdcUHx9f65gZM2bok08+0aZNmyRVHrX/l7/8pVpwDwAAAAAA0NLkFlqbZOf8WOtsnVQ79+twRLu1c94UEqSYSFNjSgMAAADQBAI2xS4rK9OmTZu0fv16bdq0Sd98843KysrcGhsaGqorrrhCAwYM0IgRIzRw4ECFhgb+kV+zZs3SkSNHJEkXX3yx5s2bp507dzZorn/+858qKipytgcMGKChQ4fWOcZgMOjpp5926ffGG29o3rx53EUPAAAAAADwPyaVKcaQ73b/OJ2u9d1JtdMPjhhvlOUiuXuszMZgr88LAAAAoHECLqD//PPPtXz5cq1YsUKFhYWS5NxRXtW50Ljqe6vVqp07d2rXrl1auHChIiIidNttt+nXv/61hg0b1rQfoIF27NihF1980dletGiRIiIiGjzfypUrXdq//e1v3Ro3ePBgJSUlKTMzU5J08uRJbd26VX379m1wLQAAAAAAABcCs6xaYFyi5KBdMhts/i6nRqaQICV3j9WCsVf6uxQAAAAANQiIgL60tFR///vf9corr+jQoUOSfg7dDQZDrUF8fcH9uT6FhYVatmyZli1bpssuu0y/+93vdO+99yosLKwpPo7HbDabfvvb38put0uSxo0bp1GjRjV4vqKiIucx9ecMHz7crbEGg0HDhg3Ta6+95ny2evVqAnoAAAAAANDiLTAu0ejgrV6d8/1JfWWPSvTafDGRJnbOAwAAAAHMrwG9xWLR4sWLNX/+fOXm5rqE8uc4HA4FBQXp0ksvVbdu3RQfH6+LLrpIERERCgsLk8PhUGlpqYqKipSdna3s7GwdOHBAR44cUUWF671gDodDhw4d0mOPPaY5c+bo8ccf1yOPPCKz2ezTz13Vs88+q2+++UaS1Lp1a7388suNmm/fvn2y2X7+FndSUpLi4uLcHt+/f3+XgH7Pnj2NqgcAAAAAAKDZK7coOWiX16eNjzZLbQJjEwkAAACApue3gH758uV64okndOLECTkcDpdQ3mg0atCgQRo8eLAGDhyoq666yuMQ3WKxaPfu3fryyy+1ceNGbdy40eUO+9zcXKWmpuqFF17Q888/r1//+tde+2yeyMjI0DPPPONsP//88x6F6TXZv3+/S7t79+4eja/av+p8AAAAAAAALU1wSa73j7UPMUsRsd6dEwAAAEBA80tA369fP23btk2S61H2I0aM0D333KNbbrlFkZGRjVrDbDarb9++6tu3r5544gkVFhZqzZo1WrZsmT755BM5HA45HA6dOHFCEyZM0OLFi7Vly5ZGfzZPVFRU6Le//a3ziwM33XSTJk6c2Oh5Dx486NJOTPTsmLSq/bOysmSxWPx+0gAAAAAAAMAFpetIyciftwAAAAAtiV8C+q1bt8pgMMjhcKht27Z65JFH9OCDD6pjx45NtmZkZKTGjx+v8ePH68cff9SSJUv06quv6vTp03I4HM4vDPjSyy+/rK1bK+8tCw0N1dKlS11OEmion376yaXt6e9rbGysQkJCVF5eLqnyiwSnT59WQkKCV2rLzc31aMx3333X6HUBAAAAAAACRoi5MpxPWeTvSgAAAAD4mN+OuI+JidGMGTM0ceJEhYX59p6thIQEzZ07VzNmzNDSpUv17LPPehwaN1ZmZqaeeuopZ3vGjBnq1q2bV+YuKipyaYeHh3s03mAwqFWrViosLKx1zoZavHix5syZ45W5AAAAAAAAmoTNIhXluDwKLsqutXvO2I8Um9DZ/fkjYtk5DwAAALRQfgno//SnP2nKlCkeB8fe1qpVK/3+97/XxIkTtXDhQp+u/eCDD6q4uFiS1K1bNz355JNem7tqmN6Qo+mbKqAHAAAAAAAIWGUl0srJ0sG1UrnF5VVdN8XbI+KlNp2atjYAAAAAFwS/BPQzZ870x7K1CgsL82lNr7/+uj799FNJlbvVly5dqtDQUK/Nb7G4/gdkQ+Y2mUwu7dLS0kbVBAAAAAAAEPBWTpb2rfB3FQAAAAAuYH474r6lOnHihKZNm+ZsP/DAA7rpppu8ukbVHfNlZWUez2G1Wuucs6EeeeQRjRs3zqMx3333ncaMGeOV9QEAAAAAAGpks1TunAcAAACAJkRA72OTJ0/W2bNnJUlxcXGaP3++19eIiIhwaVfdUe+Oqjvmq87ZUB06dFCHDh28MhcAAAAAALiwWWx25RZa6+/oBcEFxxVf7vmfoVgcRtnDYpqgIgAAAAAXIgJ6H/rggw/0r3/9y9l+6aWX1Lp1a6+vUzVMP3fXvbscDkeTBfQAAAAAAAD1KS2zKzUtXRsycmQtr/DJmh0Nudpsqr9fVRsq+uiqEO+cPAgAAADgwhfk7wJaktTUVOfPt9xyi+64444mWafqDvUffvjBo/E5OTkqLy93toOCgtS+fXuv1AYAAAAAAFCf1LR0rd57wmfhfENYHEatst+gVNskf5cCAAAAoBlpljvoz5w5o82bN2v//v06c+aM8vPzVVFRoT/+8Y/q2rWrv8ur1bmj7SVpzZo1MhgMHs+RlZVVbdzu3bt11VVXOdtVfw+OHTvm0RpV+3fq1Mlrd9ADAAAAAADUxWKza0NGjr/LcDHWOlsn1c7lWa4jWlaF+qkiAAAAAM1Vswro16xZoxdeeEGbNm2Sw+Go9n78+PE1BvRPPvmkdu7cKakybH7ttdeavFZ/6tatm0s7IyPDo/H79++vcz4AAAAAAICmklto9cnOeZPKFGPId7bjdLrWvifVTj84ar5n3hQSpJjIBpyNDwAAAKBFahYBfV5enu677z6tWrVKkpzhvMFgcPm5Ntdcc42ee+45Z7+pU6eqe/fuTVy1//To0UNGo1E2m02SdPToUZ04cUIXXXSRW+O/+uorl/b5u/MBAAAAAACaM7OsWmBcouSgXTIbbI2eL7l7rMzGYC9UBgAAAKAlCPiA/vTp0+rfv78OHz4sh8PhEsSfa9e0m/58t912mzp27Oi8i/0f//iH5s2b16R112TlypXO0Nxd6enpmjZtmrMdGxur5cuXu/S59NJLXdqRkZEaMGCAPvvsM+ezDRs26J577ql3PYfDoU8//dTl2ejRoz2qGQAAAAAAIFAtMC7R6OCtjZ7HFBKk5O6xWjD2Si9UBQAAAKClCOiA3uFwKCUlRYcOHXIG82FhYbr//vs1fPhwJSYmurW722Aw6Pbbb9dLL70kSfrkk0/8EtAPHDjQ4zEhIa5/icxms4YNG1bvuFtvvdUloH/99dfdCui/+OILZWZmOtuxsbG6/vrrPagYAAAAAACgaXzwUF/FRZkbPkG5RQlL7pfsng17f1Jf2aMSXZ7FRJrYOQ8AAADAYwEd0L/zzjvasmWLM5y//vrrtWLFimpHtdd1vP05t9xyi1566SU5HA7t3r1bhYWFioyMbJK6A8H48eP15JNPqri4WJK0adMmff755xoyZEitYxwOh+bMmePy7L777lNQUFCT1goAAAAAAOCOuCizEtuGNXyCvFzJbvFsTIhZ8QmdJGMjvhgAAAAAAP8T0MnruXvjHQ6HOnfurPXr17t9j3pVffr0cf7scDiUkZHhlRoDVYcOHfToo4+6PHvggQeUnZ1d65hnn31WmzZtcrajo6OVmpraZDUCAAAAAAAEvK4jCecBAAAAeE3ABvRZWVnKyMiQwWCQwWDQM888o+jo6AbP16ZNG5dw/9ChQ94oM6BNnz5dcXFxznZmZqb69eunjz/+WA6Hw/n8hx9+0EMPPaSZM2e6jJ85c6batm3rs3oBAAAAAAACRohZ6vFLKWWRvysBAAAAcAEJ2CPut2/fLqlyt3urVq00ZsyYRs/Ztm1bnThxQpKUl5fX6PkCXdu2bfXee+9pxIgRslgqj2/LyspSSkqKWrduraSkJJ09e1bHjh2T3e56+VpKSoqmTZvmj7IBAAAAAADqZ7NIRTmejSmo/WRB3bdeior/uR0Ry855AAAAAF4XsAF9Tk7lf2AZDAZ17txZoaGhjZ4zIiLC+fO5u9kvdAMGDNCaNWs0btw4nTlzxvn87Nmz2r17d41j7rrrLr3xxhsyGAy+KhMAAAAAAMA9ZSXSysnSwbVSuYf3ydclKl5q08l78wEAAABADQL2iPuioiLnz+cH641RWFjo/Dk8PNwrczYHQ4YMUUZGhh5++GGFhYXV2u/qq6/Whx9+qHfeeUcmk8mHFQIAAAAAALhp5WRp3wrvhvMAAAAA4CMBu4O+Xbt2zp+9dRx9dvbPx5idP38gGzRokMt98Q0VGxurxYsX64UXXtCWLVu0f/9+nT17VqGhoUpISND111+vSy+91AsVAwAAAAAANJFyS+XOeQAAAABopgI2oI+NjZVUeQf9999/r5KSkjp3f9fn22+/1dmzZ53tpKSkRtfYHLVq1UpDhw7V0KFD/V0KAAAAAACAR4JLcptm53yIufLOeQAAAABoYgEb0N9www3OO9DtdrvWrVun22+/vcHz/f3vf3f+HBYWpuuuu67RNQIAAAAAAKBuFptduYVWt/ufLPDD0fVdR0pGs+/XBQAAANDiBGxA36FDB1199dX6+uuvZTAY9Oc//1ljxoxRcHCwx3MdPnxYS5cudQb+Q4YMUUhIwH50AAAAAACAZq+0zK7UtHRtyMiRtbzC3+XULMRcGc6nLPJ3JQAAAABaiIBOqR999FHdf//9kqQ9e/ZoypQpeuWVVzyaIzs7W2PGjFFxcbEkyWAwaNq0aV6vFQAAAAAAAD9LTUvX6r0nfLfgfeulqHjPxkTEsnMeAAAAgE8F+buAukyYMEE9e/aUVHkX/eLFizVmzBh9//339Y4tLy/X66+/rmuuuUYHDhyQwWCQwWBQcnKybrrppqYuHQAAAAAAoMWy2OzakJHT6HlMKlNHQ67zV3BRdu2do+KlNp08+0U4DwAAAMDHAnoHvcFg0AcffKD+/fsrLy9PDodDq1at0urVq9W3b19dc801kirDe4PBoLfeeksff/yxvvvuO23evFmFhYXOdw6HQ4mJiVq2bJmfPxUAAAAAAMCFLbfQ2qhj7c2yaoFxiZKDdslssP38Is0LxQEAAACAHwV0QC9JXbt21apVqzRmzBjl5uZKkioqKrRlyxZt2bLF2c/hcGj58uUubUnOcD4hIUGrVq1STEyMbz8AAAAAAAAAPLLAuESjg7f6uwwAAAAA8LqAPuL+nL59+2rPnj0aOnSoM3g/59zR9QaDodpzqTKoHzp0qHbt2qVevXr5rGYAAAAAAAB4zqQyJQft8ncZAAAAANAkAn4H/TkXXXSRNmzYoM2bN+vFF1/Uhg0bVFhYWGt/s9msQYMGKTU1VYMHD/ZhpQAAAAAAAKjNBw/1VVxU7Xe/Bxccl/lNW63vaxRiliJiG1kZAAAAADS9ZhPQn3PjjTfqxhtvVEVFhfbs2aP9+/fr9OnTOnv2rMLCwtS+fXslJSXphhtukMlk8ne5AAAAAAAAOE9clFmJbcNq72CoPbyvVdeRkrEB4wAAAADAx5pdQH9OUFCQevfurd69e/u7FAAAAAAAAPhDiLkynE9Z5O9KAAAAAMAtzTagBwAAAAAAQOAzqUwxhnxnO7jgeN275Auya39333opKv7ndkQsO+cBAAAANCsE9AAAAAAAAPA6s6xaYFyi5KBdMhvOu1P+zUZMGhUvtenU2NIAAAAAwG+C/F1AXXr37q2XX35Zp06d8ncpAAAAAAAA8MAC4xKNDt7qGs4DAAAAQAsX0AH9nj17NHXqVCUkJCglJUUrVqyQzcZ/1AEAAAAAAAS0couSg3b5uwoAAAAACDgBHdCfY7PZtHr1ao0bN04XXXSRHnvsMe3YscPfZQEAAAAAAKAGwSW53t85H2KuvHMeAAAAAJqxgA/oHQ6HDAaD8+czZ85o8eLFuuGGG9S9e3fNnz9f2dnZfq4SAAAAAAAATarrSMlo9ncVAAAAANAoIf4uoC6HDx/WW2+9peXLl+vo0aOS5BLWHzhwQDNmzNDMmTM1ZMgQ3XvvvbrttttkNvMfawAAAAAAAOdYbHblFlp9tt6ZQqvivTVZiLkynE9Z5K0ZAQAAAMBvDA6Hw+HvItyxadMmvfnmm/rwww9VWFgoqTKsP1f+ueA+MjJS48aN0z333KObbrrJb/XCe/bt26eePXs6299++6169Ojhx4oAAAAAAGgeSsvsSk1L14aMHFnLK3y2bkdDrjabfl/ju5yxHyk2obP7k0XEsnMeAJoJ/iwXAID6BfQO+vMNGDBAAwYM0KJFi7RixQotW7ZMn376abUj8AsKCvTGG2/ojTfe0CWXXKIJEyboN7/5jZKSkvz8CQAAAAAAAHwrNS1dq/eeqLefSWWKMeR7bd04na71nT0iXmrTyWtrAQAAAEBz0mwC+nNatWqlu+++W3fffbdOnPj/7N17dFTlof7xZ8+F2WIYCDQmjoEgYCNg1eKl4vFWbLxEMR4LZWnBSGktikvFHmjP0aNitaUrtnKo0aKnXooLW0mttJgfNGoVvCCWalDAABUKCMRAMBeSmUyS/ftjTgYGcptkJnsn+X7W6lqz97z7fZ8s+w958r57n5YuXaqlS5dq06ZNkmKPwN+xY4cWLFigBQsW6KKLLtItt9yiqVOnKiUlxc4fAQAAAAAAIOmC4SaVbC5vd4ypkAq8S5Tj2iDTCPdQMgAAAADov1x2B+iOk08+WfPnz9fHH3+sv//977rjjjs0bNiw4469tyxLb7/9tr7//e8rIyND06dPtzM2AAAAAABA0lXUhDo81r7Au0ST3et6tJwfduKAHlsLAAAAAJymVxf0R5swYYIWL16svXv36nRRrQ8AACAASURBVJVXXtENN9wgr9cbLesty5JlWaqrq9OLL75oc1oAAAAAAAB7+dSgHNeGnl/X02d+HQUAAAAAcetz/yLyeDy67rrrVFRUpH379qmwsFDnn3++pCM76gEAAAAAAPq7NKOqx4+1tzymlJLeo2sCAAAAgJP0uYL+aKmpqRo7dqzGjh0rn89ndxwAAAAAAABHWD57ol764cQeX9fIzpW8Zo+vCwAAAABO4bE7QDJs27ZNv/vd7/TCCy9o165ddscBAAAAAABwlAy/qYDRg0W5x5Syc6W8wp5bEwAAAAAcqM8U9F9++aV+//vf6/nnn9f69eslKfr++Zaj7VuuzznnHHtCAgAAAAAAJEs4KNWWRy/d1UFlGhWtDnVX75aMyrbnmrlK8gcSly0lnZ3zAAAAAKBeXtA3NTWpuLhYzz//vF599VU1NDRIihTxhmHIMAxZliXLsnTyySdr+vTpys/P17hx42xODgAAAAAAkCANddKKOVJZsdQYjN4OSHq7rTf+PdfBnP6AlJqVoIAAAAAAgBa9sqD/xz/+oeeff16///3vdeDAAUmt75Y3TVPXX3+98vPzlZOTI5fLZVtmAAAAAACApFgxR9r0st0pAAAAAACd0GsK+n379mnp0qVaunSpNm/eLCm2lD96t/yFF16o/Px8TZs2TX6/387YAAAAAAAAyRMORnbOAwAAAAB6BUcX9PX19Xr55Zf1u9/9Tm+88Yaam5vbLOWzsrI0Y8YM3XzzzRozZozNyQEAAAAAAHpAbXnMsfYJ4TEj74wHAAAAACScowv69PR0HT58WFLsbvmWUj4lJUXf/va3lZ+fr8suu8zGpAAAAAAAAH1Edq7kNe1OAQAAAAB9kqML+tra2ug75VuKeUn65je/qfz8fE2ZMkUDBw60MyIAAAAAAEDf4DEj5Xxeod1JAAAAAKDPcnRBLx3ZOX/aaafp5ptv1owZMzRixAibUwEAAAAAgL4qGG5SRU3I7hid4q4OKtDGd1uufkk/eGVfq9+99MOJCgw+Zpd8Sjo75wEAAAAgyRxd0A8ePFjTpk1Tfn6+Jk6caHccAAAAAADQh9U3NGleUalKNpcr1Nhsd5zj+NSgNKMq5l6GDqrI1/r4H7yyT3ustFa/a/IPl1I5lRAAAAAAepqjC/r9+/fL52vjX5kAAAAAAAAJNK+oVCs3tr7j3E6mQirwLlGOa4NMI2x3HAAAAABANzi6oKecBwAAAAAAPSEYblLJ5nK7Y7SqwLtEk93r7I4BAAAAAEgAl90BAAAAAAAA7FZRE3LssfY5rg2JndPjUtogNkUAAAAAgB0o6AEAAAAAABwqzajq0rH2QcurCmtwq9/ljEuX6XV3NxoAAAAAoAscfcQ9AAAAAAAA4lfSfI5CGhBzz+dxKWdcugqmnGVTKgAAAACALQX9FVdcEXNtGIZWr17d4bhEaWs9AAAAAACAYy2fPVEZftOWtd3Vu6XnOj++2W0qOOpKff1bv9Ja78CY79IG+dg5DwAAAAA2s6Wgf+2112QYhiTJsqzo5/bGJUp76wEAAAAAABwrw29q+NCBHQ/sjHBQqi3v/Hijsu3vZq6S/IGYW66UdA30mkpQWgAAAABAgnHEPQAAAAAAQLI11Ekr5khlxVJjMDFz+gNSalZi5gIAAAAA9AjbCnrLshI6DgAAAAAAwLFWzJE2vWx3CgAAAACAzWwp6MPhcELHAQAAAAAAOFY4GNk5DwAAAADo92wp6N1ud0LHAQAAAAAAOFZteeKOtW/hMaWU9MTOCQAAAABIOpfdAQAAAAAAABCn7FzJa9qdAgAAAAAQJ9veQQ8AAAAAAIA4ecxIOZ9XaHcSAAAAAEAXOLqg37t3b/RzWlqavF5vl+cKh8OqqKiIXgcCgW5lAwAAAAAA6LaZqyR/HL+jSEln5zwAAAAA9GKOLugzMzNlGIYkqaSkRJMmTeryXGvWrNEVV1whSTIMQ42NjQnJCAAAAAAAnCcYblJFTajT4/dXx/GO+HAw8l75zqre2/Z3/oCUmtX5uQAAAAAAvZqjC3pJsiwrWtInYi4AAAAAANB31Tc0aV5RqUo2lyvU2JzYyRvqpBVzpLJiqTGOQh8AAAAAgP/j+II+UeU8AAAAAADo++YVlWrlxn3JmXzFHGnTy8mZGwAAAADQL7jsDgAAAAAAAJAIwXCTSjbHcfR8PMLByM55AAAAAAC6od8U9MHgkaPnTNO0MQkAAAAAAEiGippQwo+193lcShvki7xzPtHH2ntMKSU9sXMCAAAAAByt3xT0n332WfSz3++3MQkAAAAAAOgtcsaly/S6kzN5dq7kZRMBAAAAAPQnjn8HfSI0Nzdr6dKlkiLvtD/ttNNsTgQAAAAAAJzM53EpZ1y6CqaclfjJPWaknM8rTPzcAAAAAABHs72gX7ZsWafGvf7669q/f3+n57UsS3V1ddqxY4dWrFihTz/9NPrdN77xjbhzAgAAAACA3sOnBqUZVdHrwpsmRI6q76RhJw6Qz+OSDu+RDkuq3tv24JmrJH+g8+FS0tk5DwAAAAD9lO0F/fTp02UYRpvfW5YlSVq4cGGX17AsK7qGYRiaMWNGl+cCAAAAAADOZSqkAu8S5bg2yDTCR774YxIX9Qek1KwkLgAAAAAA6CtsL+hbtBTxXf2+LYZhyDCM6PP33HOPzjzzzC7NBQAAAAAAnK3Au0ST3evsjgEAAAAAQKscUdB3tXyPZ+7x48frRz/6kW655ZakrQUAAAAAAGzUGFSOa4PdKQAAAAAAaJPtBf3TTz/d6n3LsnTrrbdGj6afO3euxo4d2+l5XS6XTjzxRA0dOlTjx4/XySefnJC8AAAAAADAmdx1FbHH2vcEjxl5pzwAAAAAAJ1ge0E/a9asNr+79dZbo59zc3M1adKknogEAAAAAADQOdm5kte0OwUAAAAAoJewvaDvSDKPvwcAAAAAAOgSjxkp5/MK7U4CAAAAAOhFHF3Qb9u2Lfr5lFNOsTEJAAAAAADozcqnvKL0U0YlbsKUdHbOAwAAAADi5uiCfvTo0XZHAAAAAAAAThQOSrXlMbfctXvbHN6UEpBSs5KdCgAAAACAdjm6oAcAAAAAAL1bMNykippQwuYzwnUa+to9Mj9bLVdTMOa79IStAgAAAABAclDQAwAAAACAhKtvaNK8olKVbC5XqLE5YfP+2rtYk93rEjYfAAAAAAA9iYIeAAAAAAAk3LyiUq3cuC+hc/rUoBzXhoTOCQAAAABAT+pVBX11dbVeeuklvfvuu/rwww914MABffnllwqF4jsqzzCMuJ8BAAAAAACdEww3qWRzeccD45RmVMk0wvHnsbxqGpiW8DwAAAAAAMSrVxT0DQ0Nuvfee7VkyRIdPnw4et+yrC7NZxhGoqIBAAAAAIBjVNSEEnqsfXe9bp2ry1MH2x0DAAAAAADnF/QHDx7Ut771LW3cuDFayBuGIcuyYor2Y6+P1dUyHwAAAAAA9E5By6uS5nP0Rvb9usbrtjsOAAAAAADOLuibmpo0ZcoUlZaWSjpSzKelpSkrK0sffPBB9P4ZZ5wh0zRVWVmpf/3rX2pqaop+J0lZWVnKzMy05wcBAAAAAABx86lBaUZV9DpDB9scOyV0v/ZrWMy9KneqLh03XAVTzkpaRgAAAAAA4uHogv7FF1/UW2+9FS3ZR4wYoSVLluiKK66QJLlcruh3ixYt0qRJkyRJdXV1euutt1RYWKji4mIZhqEDBw7ogQce0C233GLLzwIAAAAAAKTlsycqw2+2O8YI12noa/fI/Gy1XE3BTs27+IfXqsk/POZe2iCfTHbOAwAAAAAcxNEF/aOPPiopcjz9kCFD9OabbyorK6vD5wYOHKirr75aV199tf785z8rPz9f1dXVmjVrlg4fPqw5c+YkOzoAAAAAAGhFht/U8KED2x+0fI60bUVc8wYGm1JqB/MCAAAAAGAzl90B2vLFF19o48aNMgxDhmHoxz/+cafK+WNdd911Ki4u1oABA2RZlubOnasPP/wwCYkBAAAAAEC3hYNSWbHdKQAAAAAASArHFvTr1q2TFNk9L0kzZsxod3zLuNZMnDhRc+fOlRR5r/19992XoJQAAAAAACChasulxs4dax/lMaWU9OTkAQAAAAAggRxb0O/fvz/6OSMjQ4FAoN3xwWD7/3i//fbbJUWK/NWrV+vAgQPdDwkAAAAAAOyXnSt523+vPQAAAAAATuDYgr6yslKSZBiGMjIyWh0zYMCA6Of6+vp258vMzNTIkSMlRUr69957LzFBAQAAAACAPTymNP4GKa/Q7iQAAAAAAHSKx+4AbXG73dHPPp+v1TF+v18HDhyQYRjau3dvh3OedNJJ2rlzpyTps88+S0hOAAAAAADQQ2aukvxHnbCXks7OeQAAAABAr+LYgn7IkCHRz9XV1a2O+cpXvhI9qv6f//xnh3MePny41c8AAAAAACA5fGpQmlEVvXZX75aMdkr16nb+AN8fkFKzEpgOAAAAAICe5diCfsyYMZIix9GXl5e3OuaMM87Qp59+Kklau3Ztu/PV1tZq69atMgxDkpSSkpLAtAAAAAAA4GimQirwLlGOa4NMI3zki+dsiwQAAAAAgO0cW9CfccYZ0c+VlZX64osvdNJJJ8WMOffcc1VUVCTLslRaWqoPP/xQX//611ud78knn1Q4HPmFgGEY0ffRAwAAAACAtgXDTaqoCcX1zP7qoAq8SzTZvS5JqQAAAAAA6J0cW9CnpaXpq1/9qrZu3SpJevfdd3X99dfHjPnOd76jn/zkJzIMQ5Zlafr06Vq9erUyMzNjxv3pT3/S/fffHx3ndrt1ySWX9NjPAgAAAABAb1Pf0KR5RaUq2VyuUGNzXM/61KBS34YkJQMAAAAAoPdybEEvSTk5OdGCvri4+LiCfuTIkbr22mu1cuVKGYahLVu2aOzYscrNzVV2drYaGhr09ttv67333pNlWZIiu+enTZsW8457AAAAAAAQa15RqVZu3NelZ9OMqthj7RPBY0op6YmdEwAAAACAHubogv473/mOCgsLZVmWli9frscee0wnnnhizJjFixdrzZo1qqmpkWEYOnz4sIqKimLGWJYV3T2flpamX/ziFz35YwAAAAAA0KsEw00q2Vxud4xY2bmS17Q7BQAAAAAA3eLogv7iiy/WXXfdpWAwKEnaunXrce+YHzlypFatWqVrrrlGhw4dkmEYx83TUs4HAgH9+c9/ViAQ6JH8AAAAAAD0RhU1obiPtU8ajxkp5/MK7U4CAAAAAEC3Obqgl6THHnuswzEXXHCBysrK9NBDD2n58uUqL4/9K/+MjAzNmDFD8+fP17Bhw5IVFQAAAACAfsenBqUZVTH3MnSw7QdmrpL8cfzhfEo6O+cBAAAAAH2G4wv6zvrKV76ixYsXa/HixdqxY4fKy8tlWZYyMjJ06qmn2h0PAAAAAIA+xVRIBd4lynFtiO998/6AlJqVvGAAAAAAADhYnynoj3bqqadSygMAAAAAkATLZ09Uht/UsP83WwO3rbM7DgAAAAAAvUqfLOgBAAAAAEByZPhNDR/kknastjsKAAAAAAC9jsvuAAAAAAAAoJepLZcag/E/5zEj75QHAAAAAKCfoqAHAAAAAAA9IztX8pp2pwAAAAAAwDYccQ8AAAAAAJLLY0bK+bxCu5MAAAAAAGArWwr6ZcuW2bFsjJtuusnuCAAAAAAA9D0zV0n+QOy9lHR2zgMAAAAAIJsK+unTp8swDDuWjqKgBwAAAACgYz41KM2oil67q3dLRmXbD/gDUmpWDyQDAAAAAKD3sfWIe8uyenQ9wzBkWZbtfxwAAAAAAIDTmQqpwLtEOa4NMo3wkS+esy0SAAAAAAC9nm0FfU+X83atCQAAAABAb1TgXaLJ7nV2xwAAAAAAoE+xpaB/+umn7VgWAAAAAADHCoabVFETsjuGJKm8sko5rg12xwAAAAAAoM+xpaCfNWuWHcsCAAAAAOA49Q1NmldUqpLN5Qo1NtsdR5KUaVTobV+444HH8phSSnriAwEAAAAA0EfY+g56AAAAAAD6u3lFpVq5cZ/dMRIjO1fymnanAAAAAADAsSjoAQAAAACwSTDcpJLN5XbH6D6PGSnn8wrtTgIAAAAAgKNR0AMAAAAAYJOKmlCPHGvvU4PSjKpOj8/QwTa/C91cLF9qZuzNlHR2zgMAAAAA0AkU9AAAAAAA9FGmQirwLlGOa4NMowvvlG+FLzVTSs1KyFwAAAAAAPQ3FPQAAAAAAPRRBd4lmuxeZ3cMAAAAAADwfyjoAQAAAABwoOWzJyrD341j4xuDOmXJ96SmxGUCAAAAAADd4+iCfsCAAUmZ1zAMhUKhpMwNAAAAAEAiZPhNDR86sOsTHKqQmoKJCyRJHjPyvnkAAAAAANAlji7oGxsbkzKvYRhJmRcAAAAAgD4tO1fydmNXPwAAAAAA/ZyjC3opUqZblhXX+NbEMwcAAAAAADiKx4yU83mFdicBAAAAAKBXc3RBf+GFF8a9272urk4VFRXas2ePpCOF/SmnnKKRI0cmOiIAAAAAAL3PzFWSP9D58Snp7JwHAAAAACABHF3Qv/32211+try8XL///e/16KOP6vPPP9fBgwf10EMPaebMmQlMCAAAAACAQ4SDUm35kevqvW2P9Qek1KzkZwIAAAAAADEcXdB3R3p6uu666y7l5+dr6tSpev311/X9739fwWBQt912m93xAAAAAABIjIY6acUcqaxYagzanQYAAAAAALTDZXeAZBsyZIheeeUVZWdny7Is3XXXXfrHP/5hdywAAAAAABJjxRxp08uU8wAAAAAA9AJ9vqCXpBNPPFE//elPJUlNTU2aN2+ezYkAAAAAAEiAcDCycx4AAAAAAPQKffaI+2NNnjxZpmkqGAzqzTff1K5duzRixAi7YwEAAAAAHCYYblJFTahH1tpf3c1d77Xl8e+c95hSSnr31gUAAAAAAF3Sbwp6n8+nUaNGafPmzZKkd955h4IeAAAAABBV39CkeUWlKtlcrlBjs91xkic7V/KadqcAAAAAAKBf6jcFvSSlpKREP+/evdvGJAAAAAAAp5lXVKqVG/fZHSN5PGaknM8rtDsJAAAAAAD9Vr8q6Pfu3Wt3BAAAAACAAwXDTSrZXG5rBp8alGZURa/d1bslo4Od7tXt/Dt35irJHzhynZLOznkAAAAAAGzWbwr60tJS7dmzR4ZhSJLS0tJsTgQAAAAAcIqKmpBtx9qbCqnAu0Q5rg0yjfCRL57r5sT+gJSa1c1JAAAAAABAIvWLgj4UCumOO+6QJFmWJcMwdPbZZ9ucCgAAAAAAqcC7RJPd6+yOAQAAAAAAeoDL7gDJ9re//U0XXXSR3n333eju+eHDh+vrX/+6zckAAAAAAP2dTw3KcW2wOwYAAAAAAOghjt5Bf+utt3bpufr6epWXl6u0tFQHDhyI3m/ZPb9gwYJERQQAAAAA9HHLZ09Uhj857253V++W+Vy444Hx8piRd84DAAAAAABHcXRB/7//+7/RXe9dYVmWJMXMMXPmTOXn53c7GwAAAACgf8jwmxo+dGByJjeSU/wrO1fyJmluAAAAAADQZY4u6LvLMAxZliXLsmSaph588EHNmzfP7lgxGhoa9Omnn2rnzp36/PPPVVNTo3A4LL/fr2HDhunMM8/U2LFj5Xa7E7JeY2Oj3n//fX3yySc6ePCg3G63Tj75ZJ1zzjkaP358QtYAAAAAANjEY0bK+bxCu5MAAAAAAIBWOL6gb9kF3xWpqamaMGGCcnNzNX36dKWlpSUwWdcVFRXptdde0zvvvKNPP/1UjY2N7Y4fPHiwbrzxRt111106/fTTu7RmbW2tFi5cqCeffFKVlZWtjsnOztaPf/xj3XLLLd06uQAAAAAAkAAzV0n+QHzPpKSzcx4AAAAAAAdzdEG/bdu2uJ8xDEOmacrv9yslJSUJqbrv7rvv1ueff97p8VVVVfrNb36j3/72t/qv//ovPfDAA3EV6B9//LHy8vK0Y8eOdseVlZXpe9/7nv7whz/oD3/4gwYPHtzpNQAAAAAAksJBqba88+Or97b9nT8gpWZ1PxMAAAAAAHAMRxf0o0ePtjtCjzFNUyNGjNDgwYPV3NysAwcOaNeuXTEnCITDYS1YsEC7d+/Wb3/7207NW1ZWpkmTJunAgQMx91NSUjRq1CjV19dr586dCofD0e9Wr16tq6++Wm+88YZMk50XAAAAANChhjppxRyprFhqDNqdBgAAAAAAOJTL7gD9VSAQ0A9+8AMtXbpU27dv1+HDh1VWVqb169fr73//u3bu3KmDBw/qqaeeUmZmZsyzzzzzjJ599tkO12hsbNTUqVNjyvmhQ4fq+eefV2VlpUpLS7V161bt379f9957r1yuI/93eO+99zR//vzE/cAAAAAA0JetmCNteplyHgAAAAAAtIuC3gbFxcXas2ePnnrqKU2fPl2jR4+OKcdbpKam6gc/+IE2btyoCRMmxHx37733qrm5ud11nnnmGX388ccx861du1Y333yzvF5v9P7QoUP18MMPa+nSpTHPP/nkk116zQAAAAAA9CvhYGTnPAAAAAAAQAco6G1w5plnxvUO+dTUVL3wwgsxz+zbt0/vvPNOm880NDTo4Ycfjrn36KOPaty4cW0+c9NNN2n69OnR68bGRj344IOdzgkAAAAA/VJteeJ3zntMKSU9sXMCAAAAAADbUdD3EmPHjtU555wTc2/Lli1tjl+9erV2794dvR45cqRmzpzZ4ToPPvhgzB8CLF++XFVVVV1IDAAAAADosuxcyWvanQIAAAAAACSYx+4A6LzRo0fr73//e/T66HfLH2vFihUx1zNnzuzUrv3Ro0fr0ksv1ZtvvilJCofDKi4u1o033ti10AAAAADQRcFwkypqQj2y1v5qh7w73mNGyvm8QruTAAAAAACAJOhVBf2WLVtUXFysDz/8ULt27VJ1dbXq6+tlWVZc8xiGobKysiSlTJ5gMPYXRkOGDGlz7KuvvhpzfcUVV3R6nZycnGhBL0krV66koAcAAADQY+obmjSvqFQlm8sVamy2O87xwsHIsfYtqve2PXbmKskf6PzcKensnAcAAAAAoA/rFQX9+++/r7vvvlvr16+PuR9vMd8inve/O4VlWfrggw9i7h175H2L8vJy7d+/P3rt8/k0YcKETq/1b//2bzHXH330URxJAQAAAKB75hWVauXGfXbHOF5DnbRijlRW3Pl3zvsDUmpWcnMBAAAAAIBew/EF/RNPPKE777xTlmVFC/mWgr0rRXtXS327PfPMM9q798iujNNPP13nn39+q2OPfTf9mDFjNGDAgE6vNW7cuJjr7du3q7GxUR6P4//vAgAAAKCXC4abVLK5vOOBdlgxR9r0st0pAAAAAABAL+boxvXVV1/VHXfcISlSxhuGES3q3W63/H6/Bg4caHPK5Hv++ed1++23R69dLpcef/zxNv9A4djj+4cPHx7XemlpaTJNM3qkfkNDg3bs2KHTTjstzuQAAAAAEJ+KmpCjjrX3eVxKG+SLHGtfVmx3HAAAAAAA0Ms5uqC/8847JSlazA8dOlR333238vLyNHbs2D6zo3vr1q3atWtX9DocDuvQoUP65JNPtGLFCm3evDn63YABA/TUU0/p8ssvb3O+L774IuY6MzMz7kyBQECfffZZzJyJKOi/+OILVVRUxPXM9u3bu70uAAAAAHRFzrh0mV63dGhP54+1b+ExI++UBwAAAAAA+D+Obbg/+OAD7dixI1rOjx8/Xq+//rpOOukku6Ml3BNPPKH/+Z//aXeMYRi66qqr9POf/1xnnXVWu2Nra2tjrk888cS4Mx37zLFzdtUTTzyhBQsWJGQuAAAAAEgWn8elnHHpKpjS/r+/2pWdK3nNxIUCAAAAAAC9nmML+tLSUkmRd8YbhqFnnnmmT5bznTV16lTdeeedHZbz0vFlumnG/wuhE044od05AQAAAKCnLZ89URn+nim80wb5Ijvnu8JjRsr5vMLEhgIAAAAAAL2eYwv6o49BP+WUU3TeeefZmMZ+L730kl566SVdfPHFeuaZZzRmzJg2x7a8O77FgAED4l7P5/PFXNfX18c9BwAAAAAkUobf1PChA+2OcbyZqyR/4Mh1Sjo75wEAAAAAQKscW9APHBj5pYthGAoEAh2M7t0WLVqkRYsWRa/r6+t18OBBlZaW6k9/+pOWLVsWLcjXrl2r8847TyUlJTr33HNbne/YHfMNDQ1xZwqFQu3O2VW33367pk6dGtcz27dv1/XXX5+Q9QEAAACgQ+GgVFsee696b9vj/QEpNSu5mQAAAAAAQJ/g2IL+tNNOi36uqqqyMUnPO+GEE5SZmanMzExdc801+slPfqKpU6fqo48+kiR9+eWXuv766/XJJ59oyJAhxz2fkpISc33sjvrOOHbH/LFzdtVJJ53Ur19VAAAAAMDBGuqkFXOksmKpMf5/RwEAAAAAAHTEZXeAtlx00UXy+XyyLEufffaZqqur7Y5kmzFjxqikpETDhw+P3vv8889VUFDQ6vhjy/TDhw/HveaxzySqoAcAAAAAx1oxR9r0MuU8AAAAAABIGscW9H6/X9/97nclSY2NjVq6dKnNiez1la98RQsWLIi599xzz7U69tgd6nv27Il7vb17Y49vZNc7AAAAgD4tHIzsnAcAAAAAAEgixxb0kvTII49Ei+EHHnhA27dvtzmRvf793/9dhmFEr/fu3at//etfx43Lzs6Oud61a1dc63zxxRcxx+IPGDBAo0aNijMtAAAAAPQiteVd2znvMaWU9MTnAQAAAAAAfZKjC/r09HS98sorGjRokCorK/XNb35Tb731lt2xbDNkyBANHTo05t7+/fuPG3f66afHXP/zn/9UQ0NDp9fZsmVLzPXo0aPl8XjiSAoAAAAA/UR2ruQ17U4BAAAAAAB6Tm3UowAAIABJREFUCce3rhdccIHeffddTZkyRZ9++qkmTZqkyy67TFOmTNGECROUlpYm04z/lyGBQCAJaXue1+s97l5GRoYyMjKi5X0oFNKGDRs0ceLETs35zjvvxFyfffbZ3Q8KAAAAAH2Jx4yU83mFdicBAAAAAAC9iOMLekkaN26c3njjDV1++eXasmWL3nzzTb355ptdns8wDDU2NiYuYA+pqalRZWVlzL309NaPUrzmmmv029/+NnpdUlLS6YK+pKQk5nry5MlxJgUAAADQXwTDTaqoCSVsvv3VnTxmPhyMHEufKNV72/5u5irJf8wfeaeks3MeAAAAAADErVcU9I8++qgeeughHT58WIZhyLIsuyPZ4tVXX4352dPS0nTyySe3Ova6666LKeifffZZ/fd//3fMO+xb889//jPmNQJer1e5ubndTA4AAACgr6lvaNK8olKVbC5XqLG55xZuqJNWzJHKirv2zviu8Aek1KyeWQsAAAAAAPRpjn4HvSRNnz5dP/7xj1VbWxstpzsqmfui+vp6PfDAAzH3rr32Wrlcrf8nvPLKK5WZmRm93rlzp5599tkO13nwwQdj/gjg29/+tgYPHtzF1AAAAAD6qnlFpVq5cV/PlvNSpJzf9HLPlfMAAAAAAAAJ5Ogd9L/61a+0bNkySYrunLcsS8OGDdP48eM1bNgwDRw40OaU8Zk/f76mTp2q8847r9PPVFZWatq0adq6dWv0ntvt1ty5c9t8xufz6d5779Vtt90Wvfcf//EfuuCCCzRu3LhWn1m2bJleeOGFmDUWLFjQ6ZwAAAAA+odguEklmxN4vHxnNQYjO+cBAAAAAAB6KccW9KFQSI888khMMX/ZZZfp4Ycf1oUXXmh3vC7761//qoKCAp1//vmaNm2aJk2apPHjx8vr9caMsyxLZWVlWr58uRYvXqwDBw7EfD937lx97Wtfa3etWbNm6fHHH9emTZskSYcOHdLFF1+sxx57TDfddJM8nsh//srKSj322GP62c9+FvP8D3/4Q331q1/t7o8MAAAAoI+pqAn1+M55n8elk4yqnt857zEj75sHAAAAAABIAMcW9G+++aYOHTokwzBkGIauv/56LV++vM0j3Xub9evXa/369ZKkAQMG6JRTTtGQIUM0YMAA1dTUaPfu3aqpqWn12fz8fP3iF7/ocA2v16vly5froosuUmVlpaRIGZ+fn685c+Zo9OjRqq+v144dOxQOh2OePf/88/Xoo49286cEAAAAgMTIGZcun8eGfw9m50pes+fXBQAAAAAAfZJjC/otW7ZIiuwkd7lcWrx4cZ8p54/V0NCgHTt2dDjO7/dr4cKFmj17tgzD6NTcY8eO1RtvvKG8vDz961//it6vra1VaWlpq89861vf0vLly3XCCSd07gcAAAAAgCTxeVzKGZeugilnSYf39NzCHjNSzucV9tyaAAAAAACgz3NsQR8KhSRF3j0/ZswYnXLKKTYnSowXX3xRf/nLX1RSUqL169erurq63fGGYehrX/uaZsyYofz8fKWlpcW95llnnaWPP/5YP//5z/Wb3/xGhw4danXcaaedpvnz52vWrFmd/gMAAAAAADja8tkTleFP3I7ztEE+mV535OJwOwNnrpL8gYStq5R0ds4DAAAAAICEc2xBHwgc+cXKkCFDbEySWGPHjtXYsWM1f/58NTc3a9u2bdq+fbt27dql6upqhcNhDRo0SIMHD9bIkSM1YcIE+f3+bq87aNAg/exnP9OCBQv0/vvv65NPPtHBgwfldrt18skna8KECR2+0x4AAAAAOpLhNzV86MDETBYOSrVH7Zqv3tv2WH9ASs1KzLoAAAAAAABJ4tiC/tRTT41+rqiosDFJ8rhcLmVnZys7O7vH1vR6vbrooot00UUX9diaAAAAABCXhjppxRyprFhqDNqdBgAAAAAAIGEc+1L3Cy+8UIFAQJZlaefOndqzpwffNQgAAAAAsM+KOdKmlynnAQAAAABAn+PYgt7lcmnWrFnR61/96lc2pgEAAAAA9IhwMLJzHgAAAAAAoA9ybEEvSf/5n/+pM888U5Zl6fHHH9eKFSvsjgQAAAAASKba8vh3zntMKSU9OXkAAAAAAAASyNEFvWmaWrVqlc4++2w1NjZq6tSpeuCBB1RbW2t3NAAAAACAU2TnSl7T7hQAAAAAAAAd8tgdoD3Lli2TJN1+++362c9+pp07d+rhhx/WokWLdOWVV+qcc85RWlqaTDP+X8TcdNNNiY4LAAAAAOhJHjNSzucV2p0EAAAAAACgUxxd0E+fPl2GYUSvDcOQZVmqqanRH//4R/3xj3/s8twU9AAAAACQZOFg5Mj6eFTvbfu7maskf+DIdUo6O+cBAAAAAECv4uiCvoVlWdGi/ujCvuW7zmop+I+dAwAAAAD6s2C4SRU1oU6P31/dwTviG+qkFXOksuL43yffHn9ASs1K3HwAAAAAAAA9zPEFfUsBH08R39FcAAAAAACpvqFJ84pKVbK5XKHG5sRNvGKOtOnlxM0HAAAAAADQRzi6oH/66aftjgAAAAAAfda8olKt3LgvsZM2BiM75wEAAAAAAHAcRxf0s2bNsjsCAAAAAPRJwXCTSjbH+X74TnDXVST2WPsWHjPyznkAAAAAAIBezGV3AAAAAABAz6uoCSX2WHtJPo9Lw04ckNA5o7JzJa+ZnLkBAAAAAAB6iKN30AMAAAAAeo+ccenyeRL8d+AeM1LO5xUmdl4AAAAAAAAbUNADAAAAALrF53EpZ1y6CqacJR3e0/bAmaskfyC+yVPS2TkPAAAAAAD6DAp6AAAAAECM5bMnKsPfyVK8MaiTjKrIzvnDe6TqvW2P9Qek1KzEhAQAAAAAAOiFKOgBAAAAADEy/KaGDx3Y/qCGOmnFHKmsWGoM9kwwAAAAAACAXs7RBf3eve3svOimQCDOYxUBAAAAAEesmCNtetnuFAAAAAAAAL2Kowv6zMxMGYaR8HkNw1BjY2PC5wUAAACAfiEcjOycBwAAAAAAQFwcXdC3sCzL7ggAAAAAgBa15fEfa+8xpZT05OQBAAAAAADoJXpFQd8Vx+68p+QHAAAAABtl50pe0+4UAAAAAAAAtnJ0QX/TTTfFfcR9XV2dKioq9OGHH+rw4cOSImX9qFGjNHHixGTEBAAAAAC0xWNGyvm8QruTAAAAAAAA2M7RBf0LL7zQ5Webm5v1l7/8RQsWLNBHH32knTt36rvf/a4WLFiQwIQAAAAA0Pv51KA0oyp67a7eLRnt7Hav3tv2dzNXSf7AkeuUdHbOAwAAAAAA/B9HF/Td4XK5lJeXp9zcXM2aNUsvvPCCHn74YTU2NuqRRx6xOx4AAAAA2M5USAXeJcpxbZBphI988Vw3JvUHpNSs7kYDAAAAAADok/psQd/C6/Xq2WefVVlZmT744AMtXLhQkyZN0uWXX253NAAAAADotGC4SRU1oYTNt786qALvEk12r0vYnAAAAAAAAGhfny/oJcntduunP/2prrrqKknST37yE33wwQc2pwIAAACAjtU3NGleUalKNpcr1NicsHl9alCpb0PC5gMAAAAAAEDHXHYH6CmXX365Bg0aJMuy9I9//ENlZWV2RwIAAACADs0rKtXKjfsSWs5LUppRFXusfSJ4zMg75wEAAAAAANCqflPQu91uZWUdeQ/i+++/b2MaAAAAAOhYMNykks3ldsfovOxcyWvanQIAAAAAAMCx+sUR9y1M88gvivbt22djEgAAAADoWEVNKOE755PCY0bK+bxCu5MAAAAAAAA4Wr8q6Hft2hX97PH0qx8dAAAAADpv5irJH+j8+JR0ds4DAAAAAAB0Qr9pqdeuXasvvvgien3SSSfZmAYAAAAAeo5PDUozqmLuZehg2w/4A1JqVtvfAwAAAAAAoEv6RUF/6NAh3X777TIMQ5ZlSZLOO+88m1MBAAAAQNctnz1RGf72d60b4ToNfe0emZ+tlqsp2EPJAAAAAAAA0JY+XdDX1NSoqKhIDz74oPbs2SNJMgxDY8eO1emnn25zOgAAAADougy/qeFDB7Y/aPkcaduKngkEAAAAAACADjm6oL/iiiu69Fx9fb3Ky8u1Y8cONTc3y7Ks6O55wzC0cOHCBCcFAAAAAIcJB6WyYrtTAAAAAAAA4CiOLuhfe+01GYbRpWdbjrKXFHO0/f33369rr702IfkAAAAAwLFqy6XGLhxr7zGllPTE5wEAAAAAAICzC/ruaCn2LcuSZVnKyMjQokWL9J3vfMfmZAAAAADgYNm5krf9d9sDAAAAAACgaxxf0B+9E76zvF6vBg0apKysLE2YMEG5ubmaPHmyPB7H/7gAAAAAYA+PGSnn8wrtTgIAAAAAANBnObqxDofDcT9jGIZcLlcS0gAAAACAfXxqUJpRFb12V++WjHZ2ulfvbfu7maskfyD2Xko6O+cBAAAAAACSzNEFvdvttjsCAAAAANjKVEgF3iXKcW2QaRz1R8zPdWNSf0BKzepuNAAAAAAAAMTJ0QU9AAAAAPR3Bd4lmuxeZ3cMAAAAAAAAJAAFPQAAAAAkSDDcpIqaUMLmK6+sUo5rQ8LmAwAAAAAAgL0o6AEAAACgm+obmjSvqFQlm8sVamxO2LyZRoXe9oU7HhgPjxl53zwAAAAAAAB6HAU9AAAAAHTTvKJSrdy4z+4YnZOdK3lNu1MAAAAAAAD0Sy67A7Tnk08+0Ve/+tXo/9asWdOled56663oHNnZ2dq2bVuCkwIAAADor4LhJpVsLrc7Rsc8pjT+Bimv0O4kAAAAAAAA/Zajd9A/+eST2r59uyTp9NNP1yWXXNKleS655BK5XC5t3bpVhmHoqaeeUkFBQSKjAgAAAOinKmpCCT3WvrNCNxfLl5rZ+QdS0tk5DwAAAAAAYDNHF/SvvPKKJMkwDM2YMaPL8xiGoZtvvln33XefLMvSyy+/TEEPAAAAoMf51KA0o6rT4zN0sO25UjOl1KxExAIAAAAAAEAPcWxB/+mnn2rfviPvcLzuuuu6NV9eXp7uu+8+SdLOnTu1c+dOjRw5sltzAgAAAEBnmAqpwLtEOa4NMo2w3XEAAAAAAABgE8cW9Js2bYp+TklJ0fjx47s137hx45SSkqLa2lpJ0scff0xBDwAAACCpls+eqAy/qWH/b7YGbltndxwAAAAAAADYzGV3gLZ8/vnnkiLH0w8fPrzb8xmGoREjRkSvd+3a1e05AQAAAKA9GX5Twwe5NHDHarujAAAAAAAAwAEcW9C37HSXpEGDBiVkzqPnqampScicAAAAANCu2nKpMZjYOT2mlJKe2DkBAAAAAACQdI4t6FNSUqKfv/zyy4TMWVVVFf08YMCAhMwJAAAAAD0uO1fymnanAAAAAAAAQJwcW9CnpaVJkizL0p49e9TY2Nit+cLhcMyx9i3zAwAAAECv4TGl8TdIeYV2JwEAAAAAAEAXeOwO0JbRo0dHP9fV1WnNmjWaNGlSl+dbs2aN6urqotdZWVndygcAAAAAx/KpQWnGkZO73NW7JaOy7QdmrpL8gc4vkJLOznkAAAAAAIBezLEF/bnnnqvBgwerurpakrRw4cJuFfQLFy6Mfh44cKAmTpzY7YwAAAAAIEmmQirwLlGOa4NMI3zki+c6eNAfkFL542EAAAAAAID+wrFH3LtcLl111VWyLEuWZen111/X4sWLuzTX4sWL9frrr8swDBmGoSuvvFJerzfBiQEAAAD0VwXeJZrsXhdbzgMAAAAAAADHcGxBL0n33XdftFS3LEv33HOPHnroITU3N3fq+ebmZi1YsED33HNPdA7DMHTfffclOTkAAACAfqMxqBzXBrtTAAAAAAAAoBdw7BH3kjR+/Hh9//vf19NPPy3DMKKF+7JlyzRnzhxdffXVGjNmzHHPbd++XcXFxXriiSe0bdu2aDFvGIZuueUWnX322Tb8NAAAAAB6g2C4SRU1oU6Pryzfo+Fd2TnvMSPvlAcAAAAAAEC/4eiCXpIef/xxbdq0Se+++250F/zWrVt199136+6775bf71daWppSUlJUW1urioqK6HvrLcuSpOhzF198sZ588kk7fxwAAAAADlXf0KR5RaUq2VyuUGPnTu2SpEyjQm/7urBgdq7kNbvwIAAAAAAAAHorxxf0Xq9Xr776qmbMmKGVK1fKMAxJR8r3qqoqVVVVtfrs0WOvv/56Pffcc7x7HgAAAECr5hWVauXGfclfyGNGyvm8wuSvBQAAAAAAAEdxfEEvSYMHD9af//xnFRYWauHChfr8888lHSngW2NZlizL0vDhw3Xvvffq1ltv7am4AAAAAHqZYLhJJZvLEz5v+ZRXlH7KqNibKensnAcAAAAAAOinekVB32LOnDm69dZbVVRUpL/+9a9au3atdu7cqebmI8dPulwujRo1ShdffLGuuuoq3XDDDXK73TamBgAAAOB0FTWh6LH2PjUozWj9lK7WZOhgm98NSR8ppWZ1Nx4AAAAAAAD6iF5V0EuRI+9vvPFG3XjjjZIiO+W//PJL1dTUaNCgQRoyZEi7O+sBAAAAoDWmQirwLlGOa4NMI5yQOX0eV0LmAQAAAAAAQN/Q6wr6YxmGodTUVKWmptodBQAAAEAvVuBdosnudXbHAAAAAAAAQB/Gdg4AAAAAaAwqx7XB7hQAAAAAAADo4yjoAQAAAPR77rqKhB1rH+UxpZT0xM4JAAAAAACAXo2CHgAAAACSITtX8pp2pwAAAAAAAICD2FLQHzx40I5l2+XETAAAAAB6IY8pjb9Byiu0OwkAAAAAAAAcxmPHoqNHj9a8efM0d+5cDRw40I4IUXV1dfrlL3+pX/7yl/ryyy9tzQIAAACgB4SDUm15zC137d42h5dPeUXpp4zq/Pwp6eycBwAAAAAAQKtsKeirq6t1//33a9GiRbrjjjt0xx13aNiwYT2a4eDBg/r1r3+twsJCVVZW9ujaAAAAAGzQUCetmCOVFUuNwZiv2ntTfFNKQErNSm42AAAAAAAA9Au2voP+4MGDeuihhzRixAjdcsstevvtt5O+5tq1a5Wfn68RI0bopz/9qSorK2VZVtLXBQAAAGCzFXOkTS8fV84DAAAAAAAAPcWWgv5vf/ubxo8fL0myLEv19fVaunSpLr30Uo0aNUo/+tGPtGbNGoXD4W6vFQ6HtWbNGt1zzz069dRTddlll+mFF15QfX29LMuSZVn62te+pjfeeKPbawEAAABwqHAwsnMeAAAAAAAAsJEtR9xfeuml+uijj7RkyRI98sgj2rs38r5Hy7K0c+dOLVq0SIsWLZJpmvrGN76hc889V2eccYays7OVmZmpjIwMud3umDmbmpq0b98+7dmzR2VlZfr444+1YcMGrV+/XsFgMDr/0QKBgO677z7deuutcrlsPUwAAAAAQDLVlndp53zQ8qppYFoSAgEAAAAAAKA/sqWglySXy6XbbrtN3/ve9/TEE0/oscce0549e6Lft+ysf+utt/TWW28d97zP59MJJ5wgy7IUDAYVCoVaXaellDcMI3ovMzNTP/rRjzR79mz5fL4E/2QAAAAAki0YblJFTev/BmiNuzqoQBfWKWk+R2d7zC48CQAAAAAAABzPtoK+hc/n09y5c3XnnXeqqKhITz75pNauXXvcuGN3vweDwejO+NYcXci3uOSSS3TbbbdpypQpx+3ABwAAAOB89Q1NmldUqpLN5Qo1Nnf6uUyjQm/H8be5QcurkuZzNC/8Q5V0IScAAAAAAADQGtsL+hZut1vTpk3TtGnTtHv3br344otauXKl1q1bp8bGxpixrZXvUmyJb1mWPB6PLrjgAl1zzTW68cYbNWLEiKT+DAAAAACSa15RqVZu3JfQOaeE7td+DYu5V2ENVkgDEroOAAAAAAAA4JiC/mjDhw/X/PnzNX/+fNXU1Oi9997Thg0btHHjRu3YsUO7d+9WVVWV6uvrJUknnHCChgwZouHDh2vkyJE688wzdc45/5+9e4/OsyzzxX89Obe0KT2kgbS0loOFygBDBAEHtEgRqxy2U0ArM4DsETcdBxWLosLeiOyFVgQZcMsgbkUBB7ASgQqW0w8ExYJbkFIqVUBKaQgU0qbpm+Pz+yPT16aQNoc3ed8kn89aXT6H+76eK+hysfrNfd+1cfjhh8f48ePz/NMAAAC5kGnriOXP1PdqbHm0RlXSmL3fLV7vcez6mBxrU+fMAwAAADD4CjKg39b48ePj2GOPjWOPPTbfrQAAAHnUsKllp9vaV0RLLCm9NuYVPREVSduAv1leUhRV4/uwNz4AAAAA7EDBB/QAAAC9taT02ji++Lc5qzdvTnVUlBbnrB4AAAAAo5uAHgAAGBHKozXmFT2Rm1olRTFvTnUsWXBgTuoBAAAAQISAHgAAGAFu/fThMS0aouKHfdvWvrO4Im7+3AkRJRXdnleNL7dyHgAAAICcE9ADAADD3m6VFVGTVOx84HaK9p0fe0ydNAgdAQAAAMBbCegBAIDRp6QiYvb8iBOvyXcnAAAAAIwiAnoAAKAwtWUimuqzt8UbMzE9aXjbocUbX4pINvRc68y7Iypr/nY/rjqitO8r7gEAAABgIAT0AABAYWltjqhbFLF6WUR7Jvu4JiJ+Xd7DnB/upGZlTcTEmTlqEAAAAAD6R0APAAAUlrpFESuX5rsLAAAAAMi5onw3AAAAkNWW6Vo5DwAAAAAjkIAeAAAoHE313ba1z4mSiq4z5wEAAAAgzwT0AADAyDZ7fkRpRb67AAAAAABn0AMAAD3LtHVEw6aWIfte8cZM1OSqWElFVzh/4jW5qggAAAAAAyKgBwAA3mJLa0csvu3JWP5MfbS0dw7Zd6cnDfHr8rd/t6Dlolgfk9/23S1nHx41E7ZbJT+u2sp5AAAAAAqKgB4AAHiLxbc9GXc+9cqAapRHa1QljX2as1u83uO79TE51qZVb/uuo3KPiIlj+/QtAAAAABhqAnoAAKCbTFtHLH+mvt/zK6IllpReG/OKnoiKpC2HnQEAAADA8CagBwAAumnY1DKgbe2XlF4bxxf/Nocd7Vh5SVFUje9hX3wAAAAAKCAFHdCvW7cue11VVRWlpaX9rtXW1hYNDQ3Z+5qamgH1BgAAvFV5tMa8oieG9Jvz5lRHRWnxkH4TAAAAAPqjoAP66dOnR5IkERGxfPnyOProo/td66GHHopjjz02IiKSJIn29vac9AgAAPxNVdI4KNvaZ9LSaEgndHtWXlIU8+ZUx5IFB+b8ewAAAAAwGAo6oI+ISNM0G9LnohYAANB/t3768NitsqLH98UbX4r4Ye6/2/nO+XHvhz7Y7VnV+HIr5wEAAAAYVgo+oM9VOA8AAAzcbpUVsceksT0PSHoO7/ulpCJi9vwYe+I1MbZsB98FAAAAgGGg4AN6AACggLVlIprq/3a/cV3PY8+8O6Kypm/1x1VHlOY49AcAAACAPBk1AX0mk8leV1T4Cz4AABiQ1uaIukURq5dFtGd2Pj6iK5yfOHNw+wIAAACAAjZqAvq//OUv2evKyso8dgIAACNA3aKIlUvz3QUAAAAADCtF+W5gKHR2dsaPf/zjiOg6036fffbJc0cAADCMtWW6Vs4DAAAAAH2S9xX0N910U6/G3XfffbF+/fpe103TNJqbm+P555+Purq6ePbZZ7Pv3vOe9/S5TwAA4L801fd+W/utSiq6zpMHAAAAgFEs7wH9aaedFkmS9Pg+TdOIiLjsssv6/Y00TbPfSJIk/umf/qnftQAAgH6YPT+itCLfXQAAAABAXuU9oN9qaxDf3/c9SZIkkiTJzv/85z8fBxxwQL9qAQAAfVRS0RXOn3hNvjsBAAAAgLwriIC+v+F7X2q/613vivPOOy/OOOOMQfsWAAAUokxbRzRsaun1+PUb+7h9/bbOvDuisuZv9+OqrZwHAAAAgP+S94D+uuuue9vnaZrGpz71qezW9J/73Odiv/3263XdoqKi2GWXXWLSpEnxrne9K3bfffec9AsAAMPFltaOWHzbk7H8mfpoae/scVx5tEZV0tjt2fQeTqEq3vhSRLKh549W1kRMnNmfdgEAAABgxMt7QH/WWWf1+O5Tn/pU9nr+/Plx9NFHD0VLAAAwIiy+7cm486lXenxfES2xpPTamFf0RFQkbb0r+sPc9AYAAAAAo1HeA/qdGczt7wEAYKTKtHXE8mfqdzhmSem1cXzxb4eoIwAAAACgoAP65557Lns9bdq0PHYCAADDS8Omlp1uaz+v6Ikh7AgAAAAAKOiAfq+99sp3CwAAMCJVJY2939a+t0oqIsZV57YmAAAAAIwgRfluAAAAGCFmz48orch3FwAAAABQsAp6BT0AAJB7t3768JgWDRE/zFHBkoqucP7Ea3JUEAAAAABGpmEZ0Le0tMS6deuisbExtmzZEmma9rnGEUccMQidAQBA4SmP1qhKGrP306IhapINPU848+6Iypref2BctZXzAAAAANALwyag/9Of/hTXX399/PKXv4xnn302Ojo6+l0rSZJob2/PYXcAAFB4KqIllpReG/OKnuh+3vwPdzKxsiZi4szBbA0AAAAARqWCD+jb2triggsuiO985zvR2dnZr9XyAAAwGi0pvTaOL/5tvtsAAAAAAP5LQQf0HR0dccopp8QvfvGLbDCfJElEhKAeAAB2pD0T84qeyHcXAAAAAMA2Cjqgv/rqq6Ouri6SJIkkSSJN00jTNObMmRMHHXRQTJ06NXbZZZd8twkAAAWnuLmh+7b2vVVS0XWmPAAAAACQcwUb0Hd2dsall16aDeYjIo455pi44oor4l3veleeuwMAgBFq9vyI0op8dwEAAAAAI1LBBvSPPfZYvPbaa9nV8x/60IfiF7/4RRQVFeW7NQAAGHlKKrrC+ROvyXcnAAAAADBiFWxA/8wzz0RE11nzSZLElVdeKZwHAIAcqF9we1RP27P7w3HVVs4DAAAAwCDFzJdKAAAgAElEQVQr2IC+oaEhe/2Od7wj9t577zx2AwAAA5dp64iGTS39m9yeieLmhp2P+y+N9S9ETQ/vOsbVREyc2b8+AAAAAIB+K9iAvrS0NCIikiSJqVOn5rkbAADovy2tHbH4tidj+TP10dLe2ae5FdESS0qvjXlFT0RF0tbreT2F8wAAAABA/hRsQP+Od7wje/3mm2/mr5FBlqZpvPDCC/HHP/4x1q5dG2+++WaUl5fHxIkTY5999olDDjkkKipyu9Xopk2b4pFHHok//elPsXHjxhgzZkzMnDkzjjjiiKip8Ve5AAC5tvi2J+POp17p19wlpdfG8cW/zXFHAAAAAEA+FGxAf+SRR0ZRUVF0dnbGCy+8EM3NzTF27Nh8t5UTb7zxRtx+++1x9913x/333x+vvfZaj2NLS0vjwx/+cHz2s5+N973vfQP67vPPPx8XXXRR3HLLLdHa2vqW90mSxPve9764+OKL46ijjhrQtwAA6JJp64jlz9T3a255tMa8oidy3BEAAAAAkC9F+W6gJ1OnTo2PfOQjERHR2toaS5cuzXNHubFo0aLYbbfd4pOf/GTccsstOwznIyLa2tri9ttvj/e///1x+umnx8aNG/v13VtuuSX233//+MlPfvK24XxE12r+Bx98MN7//vfHl770pUjTtF/fAgDgbxo2tfR5W/utqpLGPm1r3xuZtDQmVU/PaU0AAAAAoHcKNqCPiPjmN7+Z3d79q1/9amzYsCHPHQ3cY4899rYBeXFxcUyfPj1qa2vjgAMOiAkTJrxlzA033BDz5s2LpqamPn3z1ltvjY9//OPR3Nzc7XlVVVUcfPDBMX369EiSJPs8TdP4xje+EZ///Of79B0AAArfysp/iIoxu+S7DQAAAAAYlQo6oH/nO98Z//f//t8oKiqKl156KebPnx+vvNK/szsL0a677hrnnHNO3HXXXfHGG2/ESy+9FI8//ng8+eST8frrr8cDDzwQRx55ZLc5v/vd7+KMM87o9Tf+/Oc/x5lnnhmdnX9btXXggQfG/fffH6+++mo88cQT8dJLL8WqVaviox/9aLe5V1555YjZuQAAYLTLpKXxxPi5MefTP853KwAAAAAwahXsGfRbnXrqqTFmzJg444wzYsWKFbH//vvHokWL4pRTTon9998/3+31yzve8Y746le/GgsXLowxY8a87Zji4uJ4//vfHw888ECcc8458R//8R/Zdz/72c/igQceiLlz5+70WxdeeGFs3rw5e3/IIYfEvffeG5WVld3GzZ49O2677bb49Kc/3e1b559/fpxwwglRUlLw/1MBACh45dEaVUlj9v6ahQdH1fjyHscXN42NuO3t39UvuD06xtX0+tuTqqdHrZXzAAAAAJBXSVrAB42/853vzF5v2LAhu8X91u3YKyoqYvLkydlt8HsrSZJYvXp17hrtg7vuuivmzZsXZWVlvZ7T0dERhx12WDz++OPZZwsXLowbb7xxh/NWrlwZBxxwQHb1fFlZWfzhD3+I/fbbr8c5mUwmDjjggHjuueeyz/7jP/4j/uVf/qXX/ebaypUru/0yxtNPPx3vete78tYPAEBfvLShOeZ98+5YUnptzCt6Indnyp/7VMTEmbmpBQAAkAP+LhcAdq6gl0WvWbMmkiSJNE0jSZJsML/1dwq2bNkSa9eu7XPdbc9bH2of/vCH+zynuLg4zj///DjllFOyz+65556dzvvBD37QbWv7j33sYzsM5yO6funhS1/6Upx11lnZZ9///vfzGtADAAx3S0qvjeOLf5vvNgAAAACAPCvoM+i32j5Q3xrW9+fPcLX9WfSvv/56NDc373DOL37xi27324buO3LqqafGLrv8bfvTFStWxLp163rZKQAA3bRnYl7RE/nuAgAAAAAoAAW9gr6mpmZYh+q5NHHixLc8a2xsjLFjx77t+NWrV8eaNWuy97vsskscccQRvfrW1rHLly+PiK4dC+666y6r6AEA+qG4uSF329pvVVIRMa46tzUBAAAAgEFX0AF9f7avH6lefvnltzybPHlyj+P/8Ic/dLs/9NBDo6Sk9/91v/e9780G9G9XDwCAPJo9P6K0It9dAAAAAAB9VNABPX/z8MMPd7ufOXNmlJWV9Th+1apV3e7nzJnTp+9tP377egAA5EFJRVc4f+I1+e4EAAAAAOgHAf0w8YMf/KDb/fz583c4fvXq1d3u99hjjz59b/vx29cDAGDg6hfcHtXT9uz9hHHVVs4DAAAAwDAmoB8Gli1bFg899FC3Z2ecccYO57z66qvd7qdPn96nb06bNq3bfUNDQ5/m9+TVV1/tc601a9bk5NsAAAPWloloqu/TlOKmdT2+6xhXEzFx5kC7AgAAAACGCQF9gduwYUOcffbZ3Z6ddNJJceihh+5wXlNTU7f7XXbZpU/f3X58W1tbtLS0RHl5eZ/qbO+73/1uXHzxxQOqAQAw5FqbI+oWRbp6WSTtmT5NrR6klgAAAACA4WfYB/RbtmyJxsbG6OzsjKqqqigtLc13SznT2dkZp512Wqxduzb7bMKECXHVVVftdO72AX1FRd+2Qh0zZszb1hxoQA8AMBy1//ycKFn180jy3QgAAAAAMKwNu4D+oYceip/97Gfx8MMPx7PPPhstLS3Zd8uXL4+jjz76LXP+8Ic/RHNzc0RE7LrrrjFnzpwh63cgFi9eHL/85S+7Pbv22mt7dZ58JtN9ZVdZWVmfvv12QfyWLVv6VAMAYERoy0Tns3fluwsAAAAAYAQYNgH9ihUr4pxzzonf//732Wdpmmavk6Tn9Uw/+clP4oorroiIrhXor7zySsGvBL/qqqvi29/+drdn559/fpx66qm9mr/9ivnW1tY+fX/bX3zoqWZ/nHPOOXHyySf3ac6aNWvipJNOGvC3AQD6o+XNV6I87du/S/VGJi2NjrFVOa8LAAAAABSuYRHQX3311XHeeedFe3t7pGkaSZJkw/ltr3ty7rnnxlVXXRXt7e3R2NgYS5cujY9//OND0Xq/3HTTTfHZz36227MzzjgjLrvssl7XGDduXLf77VfU78zbrZbfvmZ/TJ06NaZOnTrgOgAAQ+X1za1RMwh170vfHR+YOGEQKgMAAAAAhaoo3w3szI9+9KP4t3/7t2hra8s+Kyoqitra2vhv/+2/7TScj4jYY489Yu7cudn7urq6Qek1F+688844/fTTu/1cH/3oR+P73//+DncJ2N72YfrmzZv71Mf240tKSnKygh4AYLTLpKVxR8dhce87L4qK0uJ8twMAAAAADKGCXkH/17/+NT796U93C6Y/97nPxQUXXBBTpkyJiK6wvjfB9T/+4z/G8uXLI03TuO+++wat54F44IEH4uSTT4729vbss3nz5sXNN98cxcV9+8vb7Vepr127tk/zX3755W73VVW2XwUARom2TERTffa2uGldj0MXtFwU62Nyn8o3Fk+M983ZI5YsOLDfLQIAAAAAw1NBB/QXXXRR9iz0JEnixz/+cSxcuLBftY488sjs9YYNG+Ivf/lL7LnnnjnpMxcee+yxOOGEE7ptRX/EEUfEz3/+8ygrK+tzvdmzZ3e7/+tf/9qn+duP33ffffvcAwDAsNLaHFG3KGL1soj2v/07WfUOply4cF5MmrZ3nz5TNb7cynkAAAAAGKUKNqBvbW2Nn/3sZ9nV8f/yL//S73A+oiuwHjNmTPZs9VWrVhVMQP/UU0/Fhz70oWhqaso++/u///tYtmxZ7LLLLv2quX2g/swzz/Rp/qpVq3ZYDwBgxKlbFLFyaZ+mVI0vj5pJYwepIQAAAABgpCnYM+gfffTR2Lx5c/Ys9sWLFw+oXlFRUdTU1GTv+7rl+2BZvXp1zJs3L954443ss/322y/uueeemDBhQr/rHnTQQd3uV6xY0W3r/J155JFHdlgPAGBEact0rZwHAAAAABhEBRvQP//889nradOmxV577TXgmrvuumv2euPGjQOuN1AvvvhiHHPMMfHqq69mn82aNSuWL18+4DPf9913327/zDZv3hyPPvpor+Zu3rw5fvOb32TvkySJj3zkIwPqBwCgoDXVd9vWvjcyaWl0jB3Yv7MBAAAAAKNLwQb0DQ0NEdEVDu++++45r9/Z2Znzmn3xyiuvxAc+8IFuK/mnTZsW9913X0ybNi0n3zjhhBO63V9//fW9mvef//mf3bbbf/e7391t9wEAACKWd9ZGlFTkuw0AAAAAYBgp2IC+rKwse93a2pqTmhs2bMheT548OSc1+9vHvHnz4s9//nP2WVVVVSxfvjxmzZqVs+988pOfjCRJsvc//elP33K2/PYymUxcdtll3Z6dddZZOesJAGC4y6SlcUfHYbG47ex8twIAAAAADDMl+W6gJ1OnTo2IiDRN4+WXXx5wvcbGxnjxxRezgfVAt5Dvr02bNsVxxx0XK1euzD7bdddd41e/+lXst99+Of3W/vvvH6ecckr853/+Z0R0/aLD6aefHvfee29UVla+ZXyapvHZz342nnvuueyzPffcMz75yU/mtC8AgOGkfsHt8Y83vpi9b0gnREuU7WAGAAAAAMDbK9iAftvz019//fVYvXp1zJ49u9/17rnnnuy29kmSxCGHHDLgHvvjhBNOiBUrVnR79vnPfz5ee+21uPfee/tUq7a2NiZOnLjDMV//+tfjjjvuiObm5oiIWLFiRRx11FFx5ZVXxvvf//7suD/96U9xwQUXxNKlS7vNv+yyy6K0tLRPfQEA5F1bputc+d7auK7HVx3jamJt2pyDpgAAAACA0a5gA/pDDjkkJk6cGG+++WZERFx33XXxrW99q9/1Lr/88uz1Pvvsk7cz1R988MG3PLvooov6VeuBBx7oFrK/nb333juuv/76WLhwYaRpGhERTz75ZMydOzeqqqpixowZ8eqrr8batWuz77f6zGc+EyeffHK/egMAyIvW5oi6RRGrl0W0Z/LdDQAAAABANwV7Bn1RUVGceOKJkaZppGka11xzTTz11FP9qvW///f/zq5aT5IkTjvttFy2WvA+9rGPxY033hhjxozp9ryhoSGeeOKJeOmll94Szn/hC1+I73znO0PZJgDAwNUtili5NKfhfMOmlpzVAgAAAABGt4IN6CO6VpaXlZVFkiTR0tISH/zgB+Pxxx/v9fzOzs648MIL48ILL8yePT9hwoT4t3/7t8FquWB9/OMfj6effjoWLly4wy3rjzrqqHjwwQdjyZIl2X9mAADDQlsm0tXLcl520U2/z3lNAAAAAGB0Ktgt7iMi3vGOd8SXv/zl+F//639FkiRRX18fhx9+eJx22mnxT//0T1FbWxsREWmaRpIkkaZpvPnmm7FmzZq4//7743vf+168+OKL2dXhSZLEFVdcEZWVlXn7mbZfqT6U9txzz7jxxhvj//yf/xO//vWv47nnnotNmzZFRUVFzJgxI9773vfGtGnT8tYfAMCANNVHkuNt7TNpaTSkE3JaEwAAAAAYvQo6oI/oWkX/3HPPxY033hhJkkRHR0fccMMNccMNN3Qbl6ZpHHvssW95FhHZ8P4zn/lMnH766UPWe6GqrKyM+fPn57sNAICcamnvjPIc11zeWRstUZbjqgAAAADAaFXQW9xv9aMf/SguuOCCSJIku+361rPptz7bGsJv+2fr2CRJ4pJLLokrr7wynz8GAACD6PXNrTmrlUlL446Ow2Jx29k9jikvKYqq8bn+lQAAAAAAYCQr+BX0ERFFRUVx6aWXxnHHHRcXX3xx3H///W87btvwfut/HnnkkfH1r389jjzyyCHrFwCAAWrLRDTV92lKcdO6Ht8taLko1sfkXtdqSCfsdOX8vDnVUVFa3OuaAAAAAADDIqDf6sgjj4x77703nn766fjlL38ZDz/8cKxatSpef/31aGxsjDFjxsSUKVNi1qxZMXfu3DjuuOPi0EMPzXfbAAD0VmtzRN2iiNXLIvp4nnz1Dt6tj8mxNq0aWG//pbykKObNqY4lCw7MST0AAAAAYPQYVgH9Vvvvv3/sv//+sXjx4ny3AgBALtUtili5NOdlr1l4cEyatndOalWNL7dyHgAAAADol2EZ0AMAMAK1ZbpWzg+CqvHlUTNp7KDUBgAAAADoraJ8NwAAABHRdeZ8H7e1741MWhodY3OzvT0AAAAAwEAI6AEAGNGWd9ZGlFTkuw0AAAAAgMLf4n7dunXZ6wkTJsQuu+zS5xqbN2+OxsbG7H1NTU1OegMAoHBl0tJY3lkbi9vOjuX5bgYAAAAAIAo8oL/nnnti/vz52fvf/e53UVtb2+c6q1ative85z3Z+wceeCCOOuqonPQIAMAQOPPuiMod/5LlusZMnHLtb7L3DemEaImywe4MAAAAAKDXCjqgv+666yJN04iImDt3br/C+YiId7/73XHkkUfGQw89FBER3//+9wX0AAD51pbpOnd+q43reh5bWRMxceYOy3WkzbE2XZOj5gAAAAAAcq9gA/q2trb41a9+FUmSRETExz/+8QHVO+2007IB/bJlyyJN02xtAACGUGtzRN2iiNXLItoz+e4GAAAAAGDIFOW7gZ48+eST0dTUlF1Bf9xxxw2o3rbz33jjjVi5cuWA6gEA0E91iyJWLhXOAwAAAACjTsGuoH/22Wez11OmTInp06cPqN706dOjqqoqGhoaIiLimWeeif33339ANQEA6KO2TNfK+T5a15iJjrR5h2PWbxT4AwAAAACFrWAD+q1BepIksfvuu+ek5u67756tu379+pzUBACgD5rq+7xyPpOWxtzvPRMt4Xx5AAAAAGB4K9gt7rds2ZK9rqioyEnNbets3rw5JzUBABhcyztroyXK8t0GAAAAAMCAFewK+okTJ2avX3vttZzU3LbOuHHjclITAIDea2nvjPJejs2kpbG8szYWt509qD0BAAAAAAyVgg3oq6qqIiIiTdP461//Ghs3bozKysp+12tsbIwXX3wxkiTpVh8AgAFoy3RtW99Lb9a/ENU9vFvQclGsj8nZ+4Z0Qk5WzpeXFEXV+N7+WgAAAAAAwOAp2ID+7/7u7yKi6wz6jo6OuPPOO2PhwoX9rnfHHXdER0dHtua+++6bkz4BAEal1uaIukURq5f16Uz5nsL5iIj1MTnWprn/Jcp5c6qjorQ453UBAAAAAPqqYM+gnz17dkyfPj0iulbRX3zxxdHe3t6vWm1tbXHJJZdkV89PnTo1DjrooJz1CgAw6tQtili5tE/h/FArLymKjxyweyxZcGC+WwEAAAAAiIgCXkEfEXHqqafG5ZdfHkmSxJo1a+L000+PG2+8sc91Tj/99Hjuueciomv1/CmnnJLrVgEARo+2TNfK+Ry7ZuHBMWna3jmrVzW+3Mp5AAAAAKCgFHRA/8UvfjG+973vRXNzc6RpGj/96U+jvr4+rr/++pg5c+ZO57/wwgtx1llnxYMPPhhJkkSapjFmzJj48pe/PATdAwCMUE31OV85n0lLY1L19Nhj0tic1gUAAAAAKCQFHdBPmTIlvvGNb8S//uu/ZgP2+++/P/bZZ5/4yEc+EvPnz493v/vdMXXq1Bg3blw0NTXFq6++Go8//ngsW7Ys7rzzzujo6Ig0TSOia/X8ZZddFtXVOzr9FACAoba8szYOKqnIdxsAAAAAAIOqoAP6iIhzzjknnnnmmfjud7+bPUO+vb096urqoq6ubodz0zSNJEmy4f5nPvOZ+Nd//dehaBsAgF7IpKWxvLM2FredHcvz3QwAAAAAwCAr+IA+IuLqq6+OWbNmxQUXXBDt7e3ZoH7ryvi3s20wX1paGt/85jfj3HPPHaqWAQBGpzPvjqis6fH1usZMnHLtb7L3DemEaImyoegMAAAAACDvhkVAHxFx3nnnxTHHHBOXXnppLF26NDo7O7Pvtgb2EX8L7dM0jeLi4jj55JPjy1/+cuy///5D3jMAwLDXluk6c35bG9f1PL6yJmLizB5fd6TNsTZdk6PmAAAAAACGl2ET0EdEHHjggXHLLbfEyy+/HPfee288/PDD8ec//zk2bNgQmzZtivHjx8ekSZNin332iSOPPDKOOeaY2H333fPdNgDA8NPaHFG3KGL1soj2TL67AQAAAAAYEYZVQL/VtGnT4vTTT4/TTz89360AAIxMdYsiVi7NdxcAAAAAACNKUb4bAACgwLRlulbOAwAAAACQUwUb0P/yl7+MQw89NPvngQceyHdLAACjQ1N9/7a1L6mIGFed+34AAAAAAEaIgt3i/umnn47HH388IiLGjBkThx9+eJ47AgBgR5pnfTBe39QZEc09jlm/0Xn2AAAAAMDoVbABfZIk2f+cMWNGVFRU5LkjAADeTiYtjeWdtbH4jydF5o92PQIAAAAA6EnBBvQ1NTXZ6/Hjx+exEwCAYa4t07VtfW9tXNfjqwUtF8X6mNztWUM6IVqirL/dAQAAAACMGgUb0M+cOTN7vX79+jx2AgAwTLU2R9Qtili9rH9nyr+N9TE51qZVOakFAAAAADDaFOW7gZ4cfvjhMXXq1EjTNF5++eV4/vnn890SAMDwUrcoYuXSnIXzg6m8pCiqxpfnuw0AAAAAgEFVsAF9UVFRfOITn8jef+c738ljNwAAw0xbpmvl/DAxb051VJQW57sNAAAAAIBBVbABfUTEV77yldhtt90iTdP47ne/G3fccUe+WwIAGB6a6nO+cj6TlkZDOiGnNctLiuIjB+weSxYcmNO6AAAAAACFqGDPoI+ImDRpUtx5551x3HHHxWuvvRYnn3xyfOlLX4rzzz8/xo4dm+/2AABGleWdtfGTT78vdqusyFnNqvHlVs4DAAAAAKNGQQf0jz76aEREXHnllXHeeedFfX19XHLJJXHFFVfE8ccfH4ceemjMmjUrKisro7S0tE+1jzjiiMFoGQBgxMmkpbG8szYWt50dyysrYo9JflESAAAAAKA/Cjqg/4d/+IdIkiR7nyRJpGkamzZtiptvvjluvvnmftVNkiTa29tz1SYAwPBy5t0RlTU9vl7XmIlTrv1N9r4hnRAtUTYUnQEAAAAAjGgFHdBvlaZpNqjfNrBP0zRfLQEAFI62TNeZ89vauK7n8ZU1ERNn9vi6I22OtemaHDUHAAAAAMBWBR/Qbw3hhfEAANtpbY6oWxSxellEeybf3QAAAAAAsBMFHdB/5StfyXcLAACFq25RxMql+e4CAAAAAIBeKuiA/pJLLsl3CwAAhakt07VyHgAAAACAYaMo3w0AANAPTfX929a+pCJiXHXu+wEAAAAAYKcE9AAAo8ns+RGlFfnuAgAAAABgVCroLe4BAOiSaeuIhk0t2fvijZmo6cP8zuKKyOz5wdhw1JJINzTvcOz6jf1YmQ8AAAAAwE4J6AEACtiW1o5YfNuT8f8981JM6Hgj+3y3eD1uK3/7OQtaLor1Mbnbs4Z0QrT8sSzij48NZrsAAAAAAOzAsA3on3rqqVi1alVs2LAhGhsbo7OzM0477bSYMWNGvlsDAMiZL9/yWHxw9cXxreInoqKkrVdz1sfkWJtWDXJnAAAAAAD01bAK6J9++un49re/Hbfffns0Nja+5f1hhx32tgH9t771rfjTn/4UEREzZsyIr371q4PeKwDAQGXaOuKYP30tPlz823y3AgAAAABADgyLgL6trS2+8IUvxNVXXx0REWmavmVMkiQ9zp8yZUqcf/75kSRJJEkS//zP/2ylPQBQ8BreaIwPJI/nu42s8pKiqBrfw776AAAAAADsVFG+G9iZLVu2xNy5c+Pqq6/uczC/1Sc+8YmYMmVKpGkaaZrGT37yk8FoFQAgp4qbG6Ii6d229ltl0tJoSCcMSj/z5lRHRWnxoNQGAAAAABgNCj6g/8QnPhGPPvpo9j5Jkjj++OPj3//93+P2229/29B+e6WlpXHSSSdl7+++++5B6RUAIN+Wd9ZGS5TltGZ5SVF85IDdY8mCA3NaFwAAAABgtCnoLe7vuuuuuP3227Or5Pfaa6+47bbb4sADu//lcG9W0Z9wwgnx/e9/P9I0jcceeyy2bNkSY8aMGZS+AQCGWmdxRWT2/GD8/THfjodLx+a0dtX4civnAQAAAAByoKAD+ksuuSQius6cr66ujgcffDCmTZvWr1qHHHJI9rq9vT1WrVoVBx98cE76BAAYavULbo/qaXtm74vGVcfY0orIbTQPAAAAAEAuFWxAX19fHytWrMiujv/a177W73A+IqK6ujqqqqqioaEhIiJWr14toAcAhk5bJqKpvk9TipvW9fiuY1xNxMSZA+0KAAAAAIAhVLAB/SOPPJI9X760tDQWLlw44JpTpkzJBvSvvfbagOsBAOxUa3NE3aKI1csi2jN9mlo9SC0BAAAAAJAfBRvQ19d3rTBLkiT23nvv2GWXXQZcs7KyMnvd1NQ04HoAADtVtyhi5dJ8dwEAAAAAQAEoyncDPXnzzTez19sG6wPR3Nycva6oqMhJTQCAHrVlulbOAwAAAABAFHBAP3HixOz1xo0bc1LzlVdeyV5PmTIlJzUBAHrUVN/nbe17I5OWRsfYqpzXBQAAAABgcBVsQD916tSIiEjTNP7yl79EW1vbgOqtWbOm27nze+yxx4DqAQDky/LO2ogSuwEBAAAAAAw3BRvQv/vd785et7a2xv333z+gejfddFP2uqysLA477LAB1QMAGGqZtDTu6DgsFredne9WAAAAAADoh5J8N9CTGTNmxH777RfPPvtsRER885vfjA9+8IP9qlVfXx9XXXVVJEkSERHvfe97nUEPAOReW6ZrW/utNq7rcWj9gtujY1zNDss1bGqJRTf9/m/36YRoibIBtwkAAAAAQH4UbEAfEfHf//t/j/POOy8iIh588MH4xje+EV/84hf7VKOpqSlOPvnk2LBhQ0REJEkS5557bs57BQBGsdbmiLpFEauX9frM+X+88cVYmzb3YqSz5gEAAAAARoqC3eI+ImLRor5PV4MAACAASURBVEUxY8aMSJIk0jSNL3/5y3HuuedGU1NTr+bfd999cdhhh8UjjzwSSZJEkiRRW1sbxx9//CB3DgCMKnWLIlYu7XU4DwAAAADA6FTQK+jLysri5ptvjg984APR0tISaZrG1VdfHT/84Q/jxBNPjNra2oiISNM0kiSJu+++O5566qlYs2ZN3H///bF69ersuzRNY+LEiXHzzTfn+acCAEaUtkzXynkAAAAAANiJgg7oIyIOP/zwuOmmm2LhwoXR0tISERGbNm2KG2+8MW688cbsuDRN4/LLL+92HxHZcH78+PFx6623xl577TW0PwAAMLI11fd55XwmLY2GdEK/P1leUhRV48v7PR8AAAAAgPwo6C3utzrppJPisccei9mzZ2dXxG+1dev6rUH8tsH81mf77rtvPPbYY3H00Ufn60cAAMha3lkbLVHW7/nz5lRHRWlxDjsCAAAAAGAoDIuAPiLi7/7u7+Kpp56KG264IQ4++OBsGL/tn6223s+ePTuuv/76+OMf/xj77rtvHrsHAOhaOX9Hx2GxuO3sfs0vLymKjxyweyxZcGCOOwMAAAAAYCgU/Bb32yopKYnTTjstTjvttGhoaIiHH344Vq1aFa+//nq8+eabMXbs2JgyZUrMmjUr5s6dGzNmzMh3ywDASNKW6drSflsb1/U4vH7B7fGPN76YvW9IJ2RXzt/66cNjt8qKPn2+any5lfMAAAAAAMPYsArot1VVVRUf/ehH890GADAatDZH1C2KWL2sT+fNd4yribVp89u+262yIvaYNDZXHQIAAAAAMAwM24AeAGDI1C2KWLk0310AAAAAADDMDZsz6AEA8qIt07VyHgAAAAAABqjgVtA/88wz8atf/Sr++Mc/xmuvvRbt7e0xefLkmDVrVhx99NHxD//wD1Fc7OxVAGCINNX3aVv7rJKK6BhbFRFrct4SAAAAAADDU8EE9E8//XScd955ce+99/Y45utf/3rMmjUrLr300jj11FOHsDsAgD6aPT+ipCLfXQAAAAAAUEAKYov7u+++O4444oi49957I03T7J+ttn32l7/8JRYuXBjnn39+HjsGAOhBSUXEuz4aceI1+e4EAAAAAIACk/cV9GvWrIkFCxZEc3NzREQkSRIR8ZaQfuvzre8uv/zy2HvvveNTn/rU0DYMALDVmXdHVNZ0fzauOqJ068r55iFvCQAAAACAwpX3gP5//I//Ec3Nzd2C+aKiojjooINizz33jNLS0li3bl2sWLEitmzZEkmSRJIkkaZpfOELX4gFCxbEpEmT8vxTAAAjRlum69z5rTau63lsZU3ExJmD3xMAAAAAACNCXgP6VatWxX333ZcN3CMiPvGJT8Rll10W06ZN6zZ2y5YtcdVVV8VFF10U7e3tERGxefPm+NGPfhSf+9znhrx3AGCEaW2OqFsU6eplkbRnejVlXWMmOtKeV8mv39i7OgAAAAAAjA55DehvvfXW7HWSJHHuuefGt7/97bcdO2bMmPjiF78Yc+bMiZNOOim74v5nP/uZgB4AGLD2n58TJat+HsnOh2adcu1vYm26ZtB6AgAAAABgZCnK58dXrFgREV3b2k+bNi2++c1v7nTO8ccfH6eeemr2jPr/9//+X3R2dg52qwDASNaWic5n78p3FwAAAAAAjHB5DehXrVoVEV2r5z/2sY9FSUnvFvSfccYZ2etMJhMvvPDCIHQHAIwWLW++EmVpa5/mZNLSaEgnDFJHAAAAAACMRHkN6N94443s9cEHH9zrebW1td3u33zzzZz1BACMPq9v7ls4HxGxvLM2WqKsX98rLymKqvHl/ZoLAAAAAMDwldcz6BsbG7NnyU+ePLnX8yZOnBgRkZ27adOm3DcHAPA2MmlpLO+sjcVtZ/e7xrw51VFRWpzDrgAAAAAAGA7yGtB3dnZmQ/bi4t7/JXVRUfeF/x0dHTntCwAocG2ZiKb6nJUrblrX47sFLRfF+vjbLxI2pBMGtHJ+3pzqWLLgwH7NBwAAAABgeMtrQA8A0CetzRF1iyJWL4toz+SsbPUO3l24cF5MmrZ3Tr5TNb7cynkAAAAAgFFMQA8ADB91iyJWLh3ST1aNL4+aSWOH9JsAAAAAAIxMRTsfAgBQANoyXSvnAQAAAABgmCqYFfRPPvlklJT0r53+zD3qqKP69S0AIE+a6nO6rX1vZNLS6BhbNaTfBAAAAABg5CqIgD5N0/jCF77Qr3kR0ee5SZJEe3t7n78HAIwuyztr46CSiny3AQAAAADACFEQAX2SJNmwvS9zturrXACAHcmkpbG8szYWt50dy/PdDAAAAAAAI0ZBBPQR3QP3wZwrzAeAEejMuyMqa/o9fV1jJk659jfZ+4Z0QrREWS46AwAAAACArLwG9DNmzBhQMA8ADGNtma5z5Xtr47qe31XWREyc2e9WOtLmWJuu6fd8AAAAAADojbwG9C+88EI+Pw8A5ENrc0TdoojVyyLaM/nuBgAAAAAAhkzBbHEPAIwSdYsiVi7Nacl1jZnoSJv7PX/9Rr8oAAAAAADA4BPQAwBDpy0T6eplkesDbk659je2qAcAAAAAoOAV5bsBAGAUaaqPJMfb2mfS0mhIJ+S0JgAAAAAADAYBPQAwZFraO3Nec3lnbbREWc7rAgAAAABArgnoAYAh8/rm1pzVyqSlcUfHYbG47eyc1dxeeUlRVI0vH7T6AAAAAACMLs6gBwAGR1smoqm+26PipnU9Dl/QclGsj8m9Lt+QThj0lfPz5lRHRWnxoH4DAAAAAIDRQ0APAORWa3NE3aKI1csitjtvvnoH09bH5FibVg1ub71UXlIU8+ZUx5IFB+a7FQAAAAAARhABPQCQW3WLIlYu7fO0axYeHJOm7T0IDfVd1fhyK+cBAAAAAMg5AT0AkDttma6V8/1QNb48aiaNzXFDAAAAAABQOIry3QAAMII01b9lW/veyKSl0TG2MLa3BwAAAACAwSKgBwDybnlnbURJRb7bAAAAAACAQSWgBwDyJpOWxh0dh8XitrPz3QoAAAAAAAw6Z9ADAEPjzLtjXTopTrn2N9lHDemEaImyPDYFAAAAAABDR0APAPSsLdN1rnxvbVzX87vKmuhIq2JtumbgfQEAAAAAwDAkoAcA3qq1OaJuUcTqZRHtmXx3AwAAAAAAI4KAHgB4q7pFESuX5rsLAAAAAAAYUQT0AEB3bZmulfM5tq4xE+vDanwAAAAAAEYvAT0A0F1Tfc63tc+kpTH3e89ES5TltC4AAAAAAAwnRfluAAAY+ZZ31grnAQAAAAAY9aygBwC6aWnvjPIc1cqkpbG8szYWt52do4oAAAAAADB8CegBYKRry3RtW99Lb9a/ENU9vFvQclGsj8m9rtWQTujVyvnykqKoGp+rXwsAAAAAAIDCJKAHgJGqtTmiblHE6mV9OlO+p3A+ImJ9TI61adXAe9vOvDnVUVFanPO6AAAAAABQSAT0ADBS1S2KWLk0313sUHlJUcybUx1LFhyY71YAAAAAAGDQCegBYCRqy3StnM+xaxYeHJOm7Z2zelXjy62cBwAAAABg1BDQA8BI1FTfp23teyOTlsak6umxx6SxOa0LAAAAAACjRVG+GwAAhoflnbURJRX5bgMAAAAAAIYtAT0AsEOZtDTu6DgsFredne9WAAAAAABgWLPF/SiTyWTi0UcfjWeffTbeeOONKCsri+nTp8d73vOe2HPPPfPdHgBD4cy7Iypreny9rjETp1z7m+x9QzohWqJsKDoDAAAAAIARTUCfZy+//HL87ne/i8ceeyx+97vfxeOPPx6bNm3Kvp85c2a88MILA/5OQ0NDXHzxxfHDH/4wNm/e/LZjamtr48ILL4wTTzxxwN8DYAi1ZbrOnN/WxnU9j6+siZg4s8fXHWlzrE3X5Kg5AAAAAABgKwF9HjzyyCNx+eWXx2OPPRbr1u0gQMmRBx98ME4++eR47bXXdjjuiSeeiJNOOin++Z//Oa677rooK7NaEqCgtTZH1C2KWL0soj2T724AAAAAAICdENDnwYoVK+LnP//5kHzr17/+dcyfPz+2bNnS7fmuu+4as2bNijfeeCNeeuml6OjoyL674YYboqmpKW677bZIkmRI+gSgH+oWRaxcmu8uAAAAAACAXirKdwN0N27cuJzVeuONN+LUU0/tFs7PnDkzbr/99tiwYUP8/ve/j+effz5eeOGFOPvss7vNXbp0aVxxxRU56wWAHGvLdK2cBwAAAAAAhg0r6PNo/PjxUVtbG4ccckgceuihccghh8Tzzz8fc+fOzUn9JUuWdNtCf9asWfHrX/86ampquo2bPn16fO9734sZM2bEV77ylezzr33ta3HmmWfGxIkTc9IPADnUVN+vbe07iyvi5bbxERuaexyzfqPt8gEAAAAAYDAI6PPg+OOPj2OPPTb23XffKCrqvonB888/n5NvNDQ0xL//+793e3bddde9JZzf1gUXXBD33HNPPPTQQxER0djYGN/61rfi0ksvzUlPAOTfXa0HxWe+/Zt8twEAAAAAAKOSLe7zYK+99oo5c+a8JZzPpZ/+9KfR1NSUvT/qqKPiAx/4wA7nJEkS//N//s9uz37wgx9EmqaD0iMAQyeTlsYdHYfF4razdz4YAAAAAAAYFFbQj1B1dXXd7s8666xezZs7d27MmjUru5J//fr18dvf/jYOP/zwnPcIQB+0Zbq2td9q47qex555d7SM3S0+9J2HorWj65esGtIJ0RJlg9wkAAAAAACwIwL6EaipqSm7Tf1Wxx57bK/mJkkSxxxzTFx33XXZZ3feeaeAHiBfWpsj6hZFrF7W+zPnK2vi1bQq/tI+JaetlJcURdX48pzWBAAAAACA0cQW9yPQypUro62tLXs/a9as2G233Xo9/73vfW+3+z/84Q856w2APqpbFLFyae/D+UE0b051VJQW57sNAAAAAAAYtqygH4FWrVrV7X7OnDl9mr/9+O3rATBE2jJdK+fzrLykKObNqY4lCw7MdysAAAAAADCsCehHoNWrV3e732OPPfo0f/vxL774YmQymaioqBhwbwD0QVN931fOl1REjKuO2NTZ45BbP3147FbZ+/9PrxpfbuU8AAAAAADkgIB+BHr11Ve73U+fPr1P86urq6OkpCTa29sjIqKzszNef/31mDZtWk56a2ho6NOcNWvWDPi7AKPG7PkRpRUR0dzjkN0qK2KPSWOHricAAAAAACAiBPQjUlNTU7f7XXbZpU/zkySJMWPGxKZNm3qs2V/f/e534+KLL85JLQC2UVLRFc6feE2+OwEAAAAAAHogoB+Btg/T+7M1/WAF9ADkyJl3R1TW/O1+XPV/rZwHAAAAAAAKlYB+BMpkup9XXFZW1uca5eXl3e63bNkyoJ4ARr22TNeZ8n2x8f9n786jqy7vxPG/yUICsksIRlmstmLUSgVR6ShUh7Fuxa1KN4E6rY5Mj86vxTqdGZexU8/ITBetVsfaaqtfK+UgzNStoOBerNYFgaKoCGENyh5uEpL7+yM15YYEknBzb5bX6xzO4fl8nuV94fNJPve+7/M8a5s+16ckov+wA4sJAAAAAADIKAn6TqjhjPmqqqoW91FZWbnPPlvrqquuii9+8YstarNixYo4//zz0zI+QMZVVUTMnRax/LGI3Yn91wcAAAAAADotCfpOqFevXinlhjPqm6PhjPmGfbbWoEGDYtCgQWnpC6BDmDstYsnsbEcBAAAAAAC0AznZDoD0a5hM37lzZ4vaJ5PJNkvQA3Qp1Ym6mfMAAAAAAAAhQd8pNZyhXlZW1qL2GzZsiN27d9eXc3JyYuDAgWmJDaBL2bGhbZa1zyuM6FWc/n4BAAAAAIA2ZYn7Tuioo45KKa9atapF7RvWHzZsWNr2oAfgwFUcfmZ8uL02IiqarLN+m/3uAQAAAACgvZGg74RGjBiRUl66dGmL2i9btmyf/QGQHYlkfsyrHRXTF58ficULsh0OAAAAAADQQhL0ndAxxxwT+fn5UV1dHRERK1eujHXr1sUhhxzSrPYvvPBCSnnkyJFpjxGgQ6pO1C1b31zb1jZ56uLK62N9HNyi4cuTfaMyureoDQAAAAAA0H5I0HdCvXv3jtNOOy2eeuqp+mPz5s2Lyy67bL9tk8lkzJ8/P+XYeeedl/YYATqUqoqIudMilj+Wtj3l18fBUZYsSktfAAAAAABAx5CT7QBoG1/4whdSyvfee2+z2i1YsCDef//9+nJxcXGcdNJJaY0NoMOZOy1iyey0JeezqSAvJ4p6F2Q7DAAAAAAA6JIk6DupSZMmxUEHHVRffvbZZ+Ppp5/eZ5tkMhk33XRTyrGpU6dGTo7LBOjCqhN1M+c7iQmlxVGYn5vtMAAAAAAAoEuSee2kBg0aFP/4j/+Ycuzv//7vY+3apvdDvuWWW+LZZ5+tL/ft2zemT5/eZjECdAg7NqR95nwimR/lyb5p7XN/CvJy4txPHxIzLj4+o+MCAAAAAAB/ZQ/6LHnhhRdi165dex1/4403UsqJRGKvPeE/VlJSEqWlpU2Oce2118b9998f69evj4iI999/P8aOHRu33XZbnHfeedGtW7eIiCgrK4vvf//7cffdd6e0/5d/+ZcYMGBAi14XAPs3r3ZUPHDluBjcpzBjYxb1LjBzHgAAAAAAskyCPku+8pWvxAcffLDfehs2bIgJEyY0em7y5Mlx3333Ndl2wIAB8fDDD8eZZ54ZiUTd7M8PPvggJk6cGP369YvDDz88tmzZEqtWrYqampqUthMnTozvfOc7zX9BAOxXIpkf82pHxfTqK2Jen8IYMqBntkMCAAAAAAAySIK+kzvttNPi0UcfjS9+8Yvx0Ucf1R/fsmVLvPbaa422+fKXvxy/+MUv6mfYA9CEqU9E9Clp8vTarYm45O6X6svlyb5RGd0zERkAAAAAANAOSdB3AaeffnosXbo0brrpprj//vujoqKi0Xqf+cxn4l//9V/jwgsvzHCEAGlUnajbNz5dtq1t+lyfkoj+w5o8XZOsiLLkivTFAgAAAAAAdGgS9FmycuXKjI5XXFwcd955Z/z3f/93vPjii7Fs2bLYsmVLdO/ePQ499NA46aST4sgjj8xoTABpVVURMXdaxPLHInYnsh0NAAAAAADAXiTou5gePXrEGWecEWeccUa2QwFIr7nTIpbMznYUAAAAAAAATcrJdgAAcMCqE3Uz5wEAAAAAANoxCXoAOr4dGzK/rH1eYUSv4syOCQAAAAAAdGgS9ADQGkedHZFfmO0oAAAAAACADsQe9ADQArW5hZH4xJnx0WkzIvlRxT7rrt+W4Vn9AAAAAABAuyZBD0B2VCfqlqZPh21rmz439YmIPiWRqK6NHzy+LJ5/pzyqapKtHqo82TcqF3ePWLyo1X0AAAAAAABdkwQ9AJlVVRExd1rE8scys298n5KI/sPiO//vT/G7ZcmIGNj2YwIAAAAAADRCgh6AzJo7LWLJ7IwOmaiuiXlL0zRbHwAAAAAAoJVysh0AAF1IdaJu5nyGlW+vjMrdtRkftykFeTlR1Lsg22EAAAAAAAAZJkEPQObs2JCZZe0/llcY0as4c+M104TS4ijMz812GAAAAAAAQIZZ4h6AzuuosyPyCyOiItuRRETdzPkJpcUx4+Ljsx0KAAAAAACQBRL0AHQ+eYV1yfmJd+y36m+vPCUG9ynMQFARRb0LzJwHAAAAAIAuTIIegPZh6hMRfUrS01ev4r/MnN+/wX0KY8iAnukZFwAAAAAAYB8k6AFoG9WJuj3n97RtbdP1+5RE9B/WtjEBAAAAAABkkQQ9AOlVVRExd1rE8scidieyHQ0AAAAAAEC7IUEPQHrNnRaxZHa2owAAAAAAAGh3crIdAACdSHWibuY8AAAAAAAAe5GgByB9dmxo3bL2eYURvYrTHw8AAAAAAEA7IkEPQPYddXZEfmG2owAAAAAAAGhT9qAHIHvyCuuS8xPvyHYkAAAAAAAAbU6CHoDWqU7ULWm/p21rm6y+4eI5UdOrJOVYTc+iuiT9joiIivTH+Bfrt7Vi2X0AAAAAAIA0k6AHoGWqKiLmTotY/liL9pu/6MEPoizZMAm/Ir2xAQAAAAAAtGMS9AC0zNxpEUtmZzsKAAAAAACADicn2wEA0IFUJ+pmzgMAAAAAANBiEvQANN+ODS1a1v5jiWR+lCf7tkFAB6YgLyeKehdkOwwAAAAAAKCLkKAHoM3Nqx0VldE922HsZUJpcRTm52Y7DAAAAAAAoIuwBz0AbSaRzI95taNievUV2Q4lRUFeTkwoLY4ZFx+f7VAAAAAAAIAuRIIegPSY+kSsTQ6IS+5+qf5QebJv/cz53155SgzuU5it6FIU9S4wcx4AAAAAAMg4CXoAmladqNt3/mPb1jZdt09J1CSLoiy5otHTg/sUxpABPdMcIAAAAAAAQMchQQ/A3qoqIuZOi1j+WMTuRLajAQAAAAAA6BQk6AHY29xpEUtmZzsKAAAAAACATiUn2wEA0M5UJ+pmzgMAAAAAAJBWEvQApNqxoeXL2ucVRvQqbpt4AAAAAAAAOgkJegAO3FFnR+QXZjsKAAAAAACAds0e9AC0Xl5hXXJ+4h3ZjgQAAAAAAKDdk6AH6OyqE3XL1jfXtrVNn5v6RESfkr+WexWbOQ8AAAAAANBMEvQA7UCiuibKt1emtc9u1RUxYP7/F4XvPRk5NS3cU74Ja5MDoiZZ9NcD22sjoqK+uH5besYBAAAAAADojCToAbJoV1VNTJ/1RsxbuiEqd9emte/b82+L83L/kNY+L7n7pShLrkhrnwAAAAAAAF2FBD1AFk2f9Ub87s11ae+3IKpiQs6rae8XAAAAAACA1svJdgAAXVWiuibmLW3B3vAtUNRtaxR2q05rn4lkfpQn+6a1TwAAAAAAgK5Egh4gS8q3V6Z9Wfu2NK92VFRG91a1LcjLiaLeBWmOCAAAAAAAoGOxxD0A+5RI5se82lExvfqKVvcxobQ4CvNz0xgVAAAAAABAxyNBD9DFXFx5fayPg5tdvzzZ94Bmzk8oLY4ZFx/fqvYAAAAAAACdiQQ9QDv02ytPicF9CusKuxORW1Heova5O3pGzGr83G1XnBs1fYYcYITNU9S7wMx5AAAAAACAv5CgB2iHBvcpjCG9ImLutIjlj0XsTqSt75K+hRH9e6atPwAAAAAAAJpHgh6gvZo7LWLJ7GxHAQAAAAAAQJrkZDsAABqxO1E3cx4AAAAAAIBOQ4IeoB3KrShP67L29fIKI3oVp79fAAAAAAAA9kuCHqArOersiPzCbEcBAAAAAADQJdmDHqAryCusS85PvCPbkQAAAAAAAHRZEvQA7UBBVEVRt6315dwdPZuuPPWJiD4lLRugV7GZ8wAAAAAAAFkmQQ+QRYVRGTPy744JOa9GYbfqv56YtY9GfUoi+g9r89gAAAAAAABILwl6gDRJVNdE+fbKZtdfvy0RM/LvjvNy/9CGUQEAAAAAANBeSNADHKBdVTUxfdYbMW/phqjcXdvsdgVRFW8UvNqGkQEAAAAAANCeSNADHKDps96I3725rsXtirptTV3WvjnyCuv2kwcAAAAAAKDDycl2AAAdWaK6JuYt3ZC5AY86OyK/MHPjAQAAAAAAkDZm0AMcgPLtlS1a1r7V8grrkvMT72j7sQAAAAAAAGgTEvQA7dHUJyL6lPy13KvYzHkAAAAAAIAOToIeIE0KoiqKum1tdv3B8WHTJ/uURPQfloaoAAAAAAAAaC8k6AEOUGFUxoz8u2NCzqtR2K062+EAAAAAAADQTknQAxygGfl3x3m5f8h2GAAAAAAAALRzOdkOAKBD252ICTmvZjsKAAAAAAAAOgAJeoADkFtRnv5l7fMKI3oVp7dPAAAAAAAAsk6CHqC9OersiPzCbEcBAAAAAABAmtmDHqC9yCusS85PvCPbkQAAAAAAANAGJOgBmqs6EbFjQ8qh3B1rm6y+4eI5UXzoJ5rff69iM+cBAAAAAAA6MQl6gP2pqoiYOy1i+WMRuxMpp/a1U3xNr5KI/sPaNjYAAAAAAAA6DAl6gP2ZOy1iyexsRwEAAAAAAEAHJ0EP8BeJ6poo316ZenB3Ig7982ORk52QAAAAAAAA6EQk6IEub1dVTUyf9UbMW7ohKnfXppw7rFt5PF+QaKJl0xLJ/KjpWZSuEAEAAAAAAOgETAoFurzps96I3725bq/k/IGYVzsqIq8wbf0BAAAAAADQ8UnQA11aorom5i3dkL7+kvnxfzUnx/TqK9LWJwAAAAAAAJ2DJe6BLq18e2WrZ85fXHl9rI+DU/tL9o3K6B4FeTlR1LsgHSECAAAAAADQSUjQA11LdSJix19nzOduS8Rh3cqbrD44Pmzy3Po4OMqSje8zP6G0OArzc1sfJwAAAAAAAJ2OBD3QNVRVRMydFrH8sYjdifrDJRHxfBonuhfk5cSE0uKYcfHx6esUAAAAAACATkGCHuga5k6LWDI7rV3OvOKUqOkzJOVYUe8CM+cBAAAAAABolAQ90PlVJ+pmzqdZSd/CiP49094vAAAAAAAAnVNOtgMAaHM7NqQsa58WeYURvYrT2ycAAAAAAACdmgQ9QGscdXZEfmG2owAAAAAAAKADscQ9QEvkFdYl5yfeke1IAAAAAAAA6GAk6IGOpzpRt2x9c21b2+SpDRfPiYse/KDRczOvOKVun/k99So2cx4AAAAAAIBWkaAHOo6qioi50yKWP5a2PeVrepVEWbKi8XN9hkT075mWcQAAAAAAAECCHug45k6LWDI721EAAAAAAABAq+RkOwCAZqlO1M2cBwAAAAAAgA5Kgh7oGHZsSNuy9vXyCqOmZ1F6+wQAAAAAAIAmSNADXVbF4WfG+sa3nwcAAAAAAIC0swc90OUkkvkxr3ZUTF98fiQWv5TtcAAAAAAAAOgiJOiBDu/iyutjfRzc7Prlyb5RGd3bMCIAabrMfwAAIABJREFUAAAAAADYmwQ90P5UJ+r2nN9D5eayKGii+vo4OMqS9pIHAAAAAACgfZOgB9qPqoqIudMilj8WsTuRcqqp5HxbKcjLiaLemR4VAAAAAACAzkyCHmg/5k6LWDI721FERMSE0uIozM/NdhgAAAAAAAB0IhL0QPtQnaibOZ9lBXk5MaG0OGZcfHy2QwEAAAAAAKCTkaAH2ocdG/Za1r45Esn8+PHlZ0bxgL5pCaOod4GZ8wAAAAAAALQJCXqgQ5tXOypGDugbQwb0zHYoAAAAAAAAsE852Q4AoDUSyfz4v5qTY3r1FdkOBQAAAAAAAJrFDHqgbVQn6patb65ta5s+N/WJWJscEJfc/VL9ofJk36iM7gcQIAAAAAAAAGSWBD2QXlUVEXOnRSx/rFV7yjeqT0nUJIuiLLkiPf0BAAAAAABAFkjQA+k1d1rEktnZjgIAAAAAAADaHXvQA+lTnaibOQ8AAAAAAADsRYIeSJ8dG9K3rP3H8gojehWnt08AAAAAAADIAgl6oH076uyI/MJsRwEAAAAAAAAHzB70QLtUm1sYiU+cGR+dNiOSH1XE+m1pnpkPAAAAAAAAGSZBD2TG1Cci+pREoro2fvD4snj+nfKoqkk2Wb082TcqF3ePWLwog0ECAAAAAABA25GgB1qnOlG35/yetq1tun6fkoj+w+I7/+9P8btlyYgY2KbhAQAAAAAAQHsjQQ+0TFVFxNxpEcsfi9jdsmXnE9U1MW/phv1XBAAAAAAAgE5Igh5ombnTIpbMblXT8u2VUbm7Nq3hFOTlRFHvgrT2CQAAAAAAAG0hJ9sBAB1IdaJu5nw7MqG0OArzc7MdBgAAAAAAAOyXBD3QfDs2tHhZ+4iIyCuM6FWc1lAK8nLi3E8fEjMuPj6t/QIAAAAAAEBbscQ90PaOOjsivzAiKpqs8tsrT4nBfQqb3WVR7wIz5wEAAAAAAOhQJOiBtpNXWJecn3jHfqsO7lMYQwb0zEBQAAAAAAAAkB0S9NCVVSfqlq1vrm1rmz439YmIPiWpx3oV/2XmPAAAAAAAACBBD11RVUXE3GkRyx9r3Z7yjelTEtF/WHr6AgAAAAAAgE5Igh66ornTIpbMznYUAAAAAAAA0KXkZDsAIMOqE3Uz5wEAAAAAAICMkqCHrmbHhvQta/+xvMK6/eYBAAAAAACAJknQAwfuqLMj8guzHQUAAAAAAAC0a/agB1ovr7AuOT/xjmxHAgAAAAAAAO2eBD1Qb8PFc6KmV0mz69f0LKpL0u+IiKjYb/3129K8tD4AAAAAAAB0IBL00NlVJ+r2nf/YtrVNVr3owQ+iLLn/RPtfrWh9XAAAAAAAANDFSNBDZ1VVETF3WsTyxyJ2m7kOAAAAAAAA2SZBD53V3GkRS2ZnOwoAAAAAAADgL3KyHQDQBqoTdTPnO4iCvJwo6l2Q7TAAAAAAAACgTZlB30W9++678fLLL0dZWVlUVVVF//79Y8SIETF27NgoLCzMdngcqB0bWrysfSKZH+XJvm0U0L5NKC2OwvzcrIwNAAAAAAAAmSJB38XMmTMnbr755vjTn/7U6PlevXrFlClT4oYbboiBAwdmODqyaV7tqKiM7hkdsyAvJyaUFseMi4/P6LgAAAAAAACQDRL0XURlZWVcfvnl8eCDD+6z3o4dO+KnP/1pPPzwwzFr1qw47bTTMhQh2ZJI5se82lExvfqK+O2Vp8TgPplbQaGod4GZ8wAAAAAAAHQZEvRdQG1tbVx66aUxd+7clOO5ubkxdOjQ6Nu3b7z//vuxdevW+nPl5eVx1llnxfz58+OUU07JdMi0RHWibkn7PW1b22T1DRfPiYse/KC+XJ7sWz9zfnCfwhgyoGebhAkAAAAAAABdnQR9FzBjxoy9kvNXXnll/Nu//VuUlJRERF0Sf+7cuXHNNdfEqlWrIiKioqIiLrnkknjrrbeib9/s7E3OPlRVRMydFrH8sRbtN1/TqyTKkhVtGBgAAAAAAADQmJxsB0Db+vDDD+M//uM/Uo7dcsst8bOf/aw+OR8RkZOTExdccEG8+OKLMXz48PrjZWVl8cMf/jBT4dISc6dFLJndouQ8AAAAAAAAkD0S9J3crbfeGtu3b68vn3baafHd7363yfqHHnpo/PznP0859qMf/Sg+/PDDNouRVqhO1M2cBwAAAAAAADoMCfpOrLa2Nn75y1+mHLvxxhujW7du+2x3xhlnxKmnnlpf3r59e8ycObNNYqSVdmxo3cz5vMKo6VmU/ngAAAAAAACA/ZKg78RefPHFKC8vry9/4hOfiPHjxzer7eWXX55SnjNnTjpDI1uOOjsirzDbUQAAAAAAAECXJEHfiT366KMp5QkTJux39vyedfe0cOHC2LlzZ9piI8PyCiOOuTBi4h3ZjgQAAAAAAAC6rLxsB0Dbef3111PKY8eObXbbkpKSGD58eKxcuTIiIqqqqmLp0qVx4oknpjNE2sLUJyL6lKQe61Uckf/xzPmKjIcEAAAAAAAASNB3asuWLUspl5aWtqh9aWlpfYL+4/4k6DNjd3VVbFzzfpPnc3esjeImzq1NDoiaZIN95rfXxseJ+fXbWrF3PQAAAAAAAHDAJOg7qV27dsWqVatSjg0ZMqRFfTSsv3z58gOOi+bZuOb9KLlvTKvaXnL3S1GWXJHmiAAAAAAAAIADJUHfSW3atCmSyWR9OT8/PwYNGtSiPg499NCU8saNGw84ro0bN0Z5eXmL2qxYIdkMAAAAAAAAdHwS9J3Ujh07Uso9e/aMbt26taiPgw46aJ99tsadd94ZN9100wH3AwAAAAAAANDR5GQ7ANpGw2R6YWFhi/vo0aPHPvuk/Ukk86M82bdVbQvycqKod0GaIwIAAAAAAAA+JkHfSSUSiZRy9+7dW9xHQUFqsnbXrl0HFBNtb17tqKiMlv9fR0RMKC2OwvzcNEcEAAAAAAAAfMwS951UwxnzVVVVLe6jsrJyn322xlVXXRVf/OIXW9RmxYoVcf755x/w2J1ZIpkf82pHxfTqK1rctiAvJyaUFseMi49vg8gAAAAAAACAj0nQd1K9evVKKTecUd8cDWfMN+yzNQYNGhSDBg064H46u0GHHh5rp7zc7Po1PYtiZF5hzGvFWEW9C8ycBwAAAAAAgAyQoO+kGibTKyoqIplMRrdu3Zrdx86dO/fZJ20nL797lAw/KtthAAAAAAAAAGlkD/pOauDAgSnJ+Orq6ti4cWOL+lizZk1K2cx3AAAAAAAAgNaToO+kevToEUOHDk05tmrVqhb10bD+iBEjDjguAAAAAAAAgK5Kgr4Ta5hQX7p0aYvaL1u2bJ/9AQAAAAAAANB8EvSd2MiRI1PKL774YrPbrlu3LlauXFlfzs/Pj9LS0nSFBgAAAAAAANDlSNB3Yueee25Kef78+ZFMJpvV9ve//31K+XOf+1z06tUrbbEBAAAAAAAAdDUS9J3Y2LFjY+DAgfXl9957LxYuXNistvfee29KeeLEiekMDQAAAAAAAKDLkaDvxHJycmLKlCkpx2666ab9zqJ/6qmn4rnnnqsv9+7dOy655JK2CBEAAAAAAACgy5Cg7+S++93vpixN/8wzz8R//ud/Nll/zZo18fd///cpx66++uqUmfgAAAAAAAAAtJwEfSc3cODA+N73vpdy7J//+Z/jqquuirVr19Yfq62tjTlz5sTYsWNj5cqV9cdLSkri29/+dqbCBQAAAAAAAOi0JOi7gO9+97tx7rnnphz72c9+FkOHDo0jjjgiTjjhhDj44IPjggsuiFWrVtXX6dGjR8ycOTP69euX6ZABAAAAAAAAOh0J+i4gJycnfvvb38akSZNSjtfU1MR7770Xr732WmzZsiXl3MEHHxyPPfZYfPazn81kqAAAAAAAAACdlgR9F1FYWBgPPfRQzJo1K0aOHNlkvYMOOiiuuuqqWLp0aYwfPz5zAQIAAAAAAAB0cnnZDoDMuuiii+Kiiy6KFStWxKJFi2LNmjVRVVUV/fr1i6OPPjo++9nPRmFhYbbDBAAAAAAAAOh0JOi7qCOPPDKOPPLIbIcBAAAAAAAA0GVY4h4AAAAAAAAAMkCCHgAAAAAAAAAyQIIeAAAAAAAAADJAgh4AAAAAAAAAMkCCHgAAAAAAAAAyQIIeAAAAAAAAADJAgh4AAAAAAAAAMkCCHgAAAAAAAAAyQIIeAAAAAAAAADJAgh4AAAAAAAAAMkCCHgAAAAAAAAAyQIIeAAAAAAAAADJAgh4AAAAAAAAAMkCCHgAAAAAAAAAyQIIeAAAAAAAAADJAgh4AAAAAAAAAMkCCHgAAAAAAAAAyQIIeAAAAAAAAADIgL9sBwP5UVlamlFesWJGlSAAAAAAAaErDz24bfrYLAEjQ0wGsXr06pXz++ednKRIAAAAAAJpr9erVccIJJ2Q7DABoVyxxDwAAAAAAAAAZIEEPAAAAAAAAABnQLZlMJrMdBOzLli1b4plnnqkvDxkyJAoKCrIYUeasWLEiZUn/OXPmxJFHHpnFiKDtue7pilz3dEWue7oi1z1dkeuersY1T1fU8Lq/7bbbYujQoRERMW7cuOjXr1+2QgOAdske9LR7/fr1i4kTJ2Y7jHbhyCOPjGOOOSbbYUBGue7pilz3dEWue7oi1z1dkeuersY1T1d0+umnu+4BYB8scQ8AAAAAAAAAGSBBDwAAAAAAAAAZIEEPAAAAAAAAABkgQQ8AAAAAAAAAGSBBDwAAAAAAAAAZIEEPAAAAAAAAABkgQQ8AAAAAAAAAGSBBDwAAAAAAAAAZIEEPAAAAAAAAABkgQQ8AAAAAAAAAGSBBDwAAAAAAAAAZkJftAICmFRUVxQ033JBShs7OdU9X5LqnK3Ld0xW57umKXPd0Na55uiLXPQC0TLdkMpnMdhAAAAAAAAAA0NlZ4h4AAAAAAAAAMkCCHgAAAAAAAAAyQIIeAAAAAAAAADJAgh4AAAAAAAAAMkCCHgAAAAAAAAAyQIIeAAAAAAAAADJAgh4AAAAAAAAAMkCCHgAAAAAAAAAyQIIeAAAAAAAAADJAgh4AAAAAAAAAMkCCHgAAAAAAAAAyQIIeAAAAAAAAADJAgh4AAAAAAAAAMkCCHgAAAAAAAAAyIC/bAUBzvfvuu/Hyyy9HWVlZVFVVRf/+/WPEiBExduzYKCwsTNs4b731VrzxxhtRXl4eO3fujH79+tWP06NHj7SNA+nQ1vfFunXr4u23345Vq1bFpk2boqKiIrp37x59+/aN4cOHx+jRo2PAgAFpeCWwb8lkMlauXBmLFy+OsrKy2LJlSxQUFET//v3jk5/8ZJx44olp/V0QUXd/vfrqq7Fx48bYunVrFBYWRv/+/ePoo4+Oz3zmM2kfD+iYJk2aFA8//HB9ed26dTF48OAsRkRDnu/pqjzLky2Z+vxm9erV8corr8S6detiy5YtkZ+fH/369YtPfvKTMWrUqOjdu3faxgIAgHSSoKfdmzNnTtx8883xpz/9qdHzvXr1iilTpsQNN9wQAwcObNUYO3bsiJ/85Cdx5513xtq1axut06NHj5g0aVLceOONMXTo0FaN0xLjx4+PZ555Zp91unfvXp+gKi4ujiOOOCJKS0tj7NixPnDs5Nrqvvjggw/iwQcfjOeeey5eeeWV2LRp037bjBkzJr75zW/G5MmTIy+vbX+t3HjjjXHTTTfVlydPnhz33Xdfm45J9mzevDnmzJkTTzzxRDz99NP7vB7z8/PjnHPOiWuuuSbGjRvX6jG3bNkSt99+e9xzzz2xevXqJut17949Lrjggvinf/qnOOmkk1o9XnNMmTIl7r///vryDTfcEDfeeGObjklmZfILKFu2bInFixfH22+/HZs3b47q6uro379/DB48OE466aQ45JBD0jIONGXNmjXx8ssvx6JFi+Lll1+OV155JbZv315/ftiwYbFy5coDHqcjPd9fd911ccstt7Sqz4ULF8bnPve5Rs8lk8lW9Unbast7oL0/y+9LTU1NDB06NOV+7datW7z33nsxfPjwrMVFy2Ti85tEIhF333133HXXXfHnP/+5yXo5OTnx+c9/Pq6++ur4u7/7u1aN1VwN36d+7OSTT46XXnqpVX3u2LEjBg8eHDt37tzr3IIFC2L8+PGt6hcAgHYiCe1UIpFIfuUrX0lGRLP+FBUVJZ955pkWj/Pyyy8nS0pKmj3OQQcdlHz44Yfb4BWnGjduXLNjauxPz549k5dcckmr/k1ov9r6vrjnnntafc2NHDkyuXjx4jZ89cnkDTfckDLm5MmT23Q8sueqq65Kdu/evVXX4mWXXZbcunVri8ecP39+i34fREQyJycnec011yR3797dBv8KdSZPnpwy5g033NBmY5E5H330UfIXv/hF8pJLLkkOHDhwn9dZfn5+8vzzz08uXLiwxePU1NQkn3rqqeQ111yTPPbYY/d7TZeWlibvuOOO5M6dO9vgVe9t2LBhB/S8ExHJq6++OiOxNuXSSy9NiWfdunVZjac9ev7555MXXHBBs37GDhs27IDH62jP90OGDEnW1NS0qs8pU6Y0+bpoPzJ1D7T3Z/l9efzxxxuN66abbspaTDRfpj6/ee2115IjRoxo8fX9pS99qU2fbRq+T93zz9tvv92qPu+7774m+1ywYEF6XwAAABlnD3rapdra2rj00kvjwQcfTDmem5sbhx9+eIwcOTL69u2bcq68vDzOOuusFn07ecGCBXHaaaftNaumoKAgSktLY9SoUVFcXJxybufOnfGlL30pHnrooRa+qsyqqKiImTNnxrhx4+L000/f5zfL6RgydV805pBDDonjjjsuTj755Dj22GOjV69ee9V5/fXXY9y4cfH6668f0FgQEbFo0aKoqqra63hubm4cdthhMWrUqPj0pz+91zUfEfGrX/0qJkyYEDt27Gj2eE899VScc845e/0+6NatWxx55JExZsyYOO644/ZamaS2tjZ+/OMfx5QpU5o9FkybNi0GDx4cX//612PmzJn7neFYXV0dc+bMifHjx8fkyZNj27ZtzRrnySefjMMOOyzOOOOM+PGPfxxvvfXWftssXbo0pk2bFiNHjow//vGPzRoH9uePf/xjPPLII03OZE+njvh8v3r16liwYEGL2+3cuTNmzZrVBhGRbpm8BxrTEZ7l91wtaE+/+tWvrAbRzmXqferixYub/Gxj2LBhMWbMmDj++OOjT58+e51/6KGH4rzzzmv0/UVb+9WvftWqdk3dEwAAdA4S9LRLM2bMiLlz56Ycu/LKK2PVqlXx3nvvxWuvvRYfffRRzJ49O2U5yoqKirjkkkti69at+x2jrKwsLr300kgkEvXHBgwYEHfddVds2rQplixZEq+88kqsX78+/vjHP8YZZ5xRX6+2tjYuv/zyWLp0aRpebfNMnz495s2bl/Ln8ccfj4ceeih+9rOfxb/+67/G3/7t3zb6ZnTBggUxatSolP1R6XgycV9E1H2Q8rnPfS6+//3vx7PPPhtbt26NtWvXxptvvhkvvfRSLF68OLZu3Rovv/xyfPWrX01p+9FHH8Wll14alZWVB/6C4S/69esXV111VTz66KOxefPm+r0m33jjjfjwww9jwYIFceqpp6a0efnll5udNN++fXt87WtfS7luCwsL4wc/+EGUl5fHO++8E4sWLYo333wztm3bFnPnzo1PfepTKX088MADe30oCU3J1BdQ3nnnnVi3bl2j5wYMGBClpaVx4oknNrq09zvvvBPjxo2LZ599thmvCFqvsURha3W05/ucnL++HW9NAmf27NkpPwv27I+OI533QETHfJbfunVrzJkzp9Fz7777bjz//PMZjYeWycT71Jqamvja174Wmzdvrj+Wm5sb3/nOd6KsrCxWrlwZixYtitdffz02b94cTz/9dIwZMyalj6effjpmzJhxgK+2efb8efzAAw+0+EsmH3zwQSxcuLDR/gAA6CSyPYUfGtq0aVOyd+/eKct33XLLLU3WLysrSw4fPjyl/vXXX7/fcS677LKUNoMGDUouW7asyfo1NTV7LTN8zjnntOo1NkfDJTB/+ctfNqtddXV18qGHHkqOGTNmr2XQcnJykg899FCbxUzbydR9sXr16uSmTZtaFFtjS+/deeedLeqjuSxx33WMGjUqOXz48OTPf/7zZEVFxX7r7969O/nNb35zr2vx6aef3m/b//qv/0pp07179+Szzz67zzbbtm1Ljhw5MqXdpz71qWa/vpawxH3nM2rUqPr/z379+iWvuuqq5KOPPprctm1bSr3du3cnFyxYkDz11FP3urYvuuii/Y5z++2319fv1q1bcsKECcl77703+e677+5V94MPPkh++9vfTubm5qaM06dPn+SaNWvS9tobarjE/X/9138l582b16I/y5cvb7P4msMS9/v3ox/9KBkRyd69eyfHjx+fnD59evK3v/1tcuXKlckFCxakbXnvjvZ8f8YZZ9T/vVevXskdO3a0qL89248ePTrZt2/flP5pPzJ1D7T3Z/mm3HXXXSnj/83f/E1K+etf/3pG46H5MvU+ddasWXtdp7/5zW/22aaqqip55plnprTp3bt3MpFItPh17k/D96l7/nyOiBZvU3TzzTenvDdp+CxoiXsAgI7Pu3banWuvvTbljcdpp52WrK2t3Web+fPn7/Wma18fTKxatSqZl5eX0uaRRx7Zb2y7du1KfupTn0pp9/zzz7f4NTZHaxP0e7r11lv3ep09evTI6t6CtE4m7osDMWnSpJSxTj/99DYZR4K+6/jd736XrKysbFGb3bt3J0ePHp1yjXz5y1/eb7uGH3hdddVVzRrvpZde2uuDwrZIFErQdz6Z+gLK7bffnuzevXvyW9/6VvL9999vVmzz589PFhQUpIxz2WWXNattazRM0HfED5wl6PdvxYoVySVLljS6z3q6kpMd8fn+/vvv36vcXKtWrUrm5OTUt73tttsk6NuxTNwDByJTz/JNOeWUU1LG//Of/5wsLi5OeR/TlvuH03qZep/6ta99LaXN2Wef3az4Gvvd8OSTTzb79TVXw/epM2bMSA4aNKi+PHXq1Bb198lPfrK+7YUXXpicOHFih39eAgAglTWSaFdqa2vjl7/8ZcqxG2+8Mbp167bPdmeccUbK8sbbt2+PmTNnNln/0Ucfjd27d9eXjznmmDj//PP3G19hYWF85zvfSTn2P//zP/ttly3Tp0/fa1n7Xbt2xT/8wz9kKSJaI1P3xYFouDzmsmXL2mQcuo5zzjknunfv3qI2ubm5ce2116Yce/LJJ/fbbvny5SnlCy+8sFnjnXzyyVFSUpJybMWKFc1qS9d20003xfLly+Pyyy+PHj167Ld+bm5u3HnnnTF69OiU4z//+c/32W7s2LHx9ttvx2233RbDhw9vVmxnnHFG3HrrrSnHHn744WYtqQ9NOeKII6K0tLRNl+jtiM/3n/70p2PkyJH15ZYsc//rX/86amtrIyIiPz8/vvSlL6U9PtInE/fAgcjms/zbb7+dsg/5ySefHEcddVRMmjSp/tj27dtj9uzZGYuJ5snk+9TWPq8PGTJkr6XuM/G8npeXF1/+8pfry7NmzYpdu3Y1q+2LL74Y77zzTn158uTJaY8PAIDsy8t2ALCnF198McrLy+vLn/jEJ2L8+PHNanv55ZfHc889V1+eM2dOk4noZ555JqV83nnnNTvGhnX/7//+L3bv3h15ee3zdrrwwgvjn/7pn+JHP/pR/bHnn38+fv/738ff/d3ftbi/jRs3xh/+8IdYv359fPjhh9GrV68YNGhQjBkzJg4//PC0xb18+fJ48803Y9OmTfHRRx9FYWFhFBUVxdFHHx3HH398ixN3HVmm7osDccQRR6SUN23alPYx0qG6ujqWL18eS5cujfXr18f27dvjoIMOigEDBsSIESPihBNOaJN7edWqVfHiiy/GqlWrIplMRlFRUYwcOTI+85nP7PcDLFqm4V70H374YVRUVETPnj2bbPPRRx+llIcMGdLs8YYOHRpr166tL2/ZsqXZbTMlkUjE0qVLY9myZVFeXh47d+6M3r17x8EHHxzHHXdcHHvssW2SMFi+fHksWrQo1q5dG7m5ufW/K44++ui0j9XRnHPOOS1u8/EXUC655JL6Y/v7AsoJJ5zQ4nEiIv7hH/4hrr/++vo9YSsrK2PhwoVx7rnntqo/yISO+nw/efLkeP311yMiYsGCBVFWVhaHHXbYftvdf//99X8/55xzYuDAgQccS1lZWSxZsiTef//9+vt/wIABceihh8Ypp5wS/fv3P+AxGqqsrIwXXnghysrKYt26dZGbmxsnnnhijBs3Lu1j0bRsPsvveS1H/PXLAl/96lfjJz/5SUq9hl8kOFCJRCJeeOGFWLZsWWzdujUGDBgQw4YNi/Hjx+/z2bE11qxZE6+++mqsXbs2Pvzww+jXr19ccMEFe33ZsyPJ5PvUA31ef/HFF+vLmXpenzx5cvz4xz+OiLovITzyyCMpSfum7HlPFBUVxVlnnRW/+MUvDiiWLVu2xFtvvRXLly+PzZs3R1VVVfTr1y8GDRoUJ554YgwbNuyA+gcAoOXaZ0aRLuvRRx9NKU+YMKHZyasJEyaklBcuXBg7d+6Mgw46aK+6q1atSikff/zxzY5x8ODBMWjQoNi4cWNERGzevDmee+65+NznPtfsPjLtpptuinvvvTe2bdtWf+yuu+5qdoK+trY2Hnjggbj99tvj1VdfjWQy2Wi9o48+Oq699tq47LLLWpXs2bRpU8yYMSMeeuihWL16dZP1DjrooJgwYUJ84xvfiLPOOqvTJzgzdV8ciEQikVLu169fWvs/EJs2bYqZM2fG7373u3juuef2OQv0oIMOikmTJsV1110XRx55ZLPH2PP/Y9y4cbFw4cKIiPjjH/8Y1113XTz99NONthsyZEj8+7//e0yZMqXZY7FvjSVa7AoCAAAgAElEQVQPtm7dus8PWfv27Rsffvhhfbm5s1saq5uOBEk6lJWVxW9+85t49NFH46WXXorKysom6/bv3z+mTp0a3/72t5v9IfHKlStTvpQ1efLkuO+++yIi4ve//338y7/8S7zyyiuNtj366KPjP//zP1uUPKNOa76A0hr5+flx8sknp3wBoOGzU0e3bNmyWLx4cWzcuDG2b98eAwYMiJKSkjj11FPT/jusvLw8nn/++Xj//fejsrIyBg8eHCNGjIiTTz650z/DZFJHfb7/8pe/HNOnT4/du3fXP3Nfd911+2zzhz/8Id5+++368mWXXdaqsXfv3h3z58+PWbNmxfz58+ODDz5osm63bt3i5JNPjmuvvTYmTpzY7Gt3ypQpKcmm999/P4YPHx5lZWVx8803x8yZM/dKlk2cOFGCPsOy9SxfW1sbv/71r+vL+fn5cemll0ZExOjRo2PEiBHx5z//OSIinn766Vi9enWLErP33XdfTJ06tb78y1/+MqZMmRI7d+6Mf//3f4+f/exnsX379r3a9erVK7761a/GLbfc0ux/i6beDzz66KPxwx/+MBYuXFi/6sXHDj300Gat9NFeZfJ9at++fVPKHeF5feTIkXHcccfF4sWLI6JulZT9JegTiUTKagJf+tKXIj8/v1Xjv/baa/Gb3/wmfv/738cbb7zR5Oc4EXVfrrj66qvjG9/4xn5Xd/r85z+f8oz4wgsvxNixY1sUW3V1dRx22GH1v3cLCwtj7dq1bfJFMACA9qp9rq9Gl/Xx7JGPteQhv6SkJGX51qqqqli6dGmjdfdMxETUzQxpiYMPPjil/Nprr7Wofab17t075YOJiLpZdw0/iGnMO++8EyeccEJMnjw5XnnllX2+qVu2bFlMnTo1PvvZz6Z8k7457r777jj88MPj1ltv3WdyPiJi586dMWfOnDjnnHP2+UFiZ5Gp++JALFq0KKU8atSotI/RGps3b45DDjkkpk2bFo8//vh+l2jeuXNn3HvvvXHsscfWJxtb67bbbotTTjmlyeR8RMTq1atj6tSp8c1vfnOvD+xonTVr1ux1rOHP7Ib2XF44ou6LFc2xffv2lCVgc3Jy9lqCPBvefPPNGDp0aEyfPj0WLly4z+R8RN198sMf/jBKS0vj8ccfP6Cxr7322jjzzDObTM5H1P2u+MIXvhA333zzAY3VFTX1BZRMjNVW42TStm3b4t/+7d9i+PDhUVpaGpdeeml861vfiu9973tx5ZVXxhe+8IUYOHBgTJgwIWWmXWutWLEiLrzwwhg8eHBceOGF8e1vfzu+973vxde//vUYO3ZsDB06NG677TY//9Okoz7fDxo0KD7/+c/Xl5uzzP2eCe+DDz64VatyRERMmjQpzjrrrLj33nv3+0ydTCbjpZdeigsuuCAuvvji2LlzZ6vGjIiYP39+HHvssfE///M/7XLlma4oW8/yTz31VMp7vzPPPDMlefqVr3yl/u8Nk/mttXr16hg9enTceuutjSbnIyJ27NgRd911V5SWlsarr77aqnGSyWR861vfinPPPTeefvrpTvmzPpPvU1v7vJ5MJveq23DJ+7a05/L08+fPj3Xr1u2z/ty5c1N+LrZ2efuf/vSnccIJJ8Stt94ar7/++j4/x4mIeO+99+Lqq6+O0aNH73cLgCuuuCKlvL8tlxrzv//7v/XJ+YiIiy++WHIeAOhyJOhpVxrudVdaWtqi9g3rN7V3XsPZ3TU1NS0ap7q6ulnjtCcN92irqKjY64OYhhYtWhRjx46NN954I+V4bm5uHHnkkTFmzJgoLS2NwsLClPN/+MMf4pRTTml2kv6aa66JK6+8cq/kaW5ubhx++OFx4oknxnHHHRdFRUXN6q+zydR90Vq7du2KH/7whynH2ss+eTU1NSn70Ub89boaOXJknHTSSTFixIgoKChIqVNZWRlTp05t0V6we7rrrrvi6quvrv/Z0qNHjzj66KPjxBNPbHSG8j333FO//CEHZs+lMiMihg0btt8tMT6eqfWxn/zkJ3v9nG/Mj370o6iqqqovn3/++S1OCLWFqqqqvT6E6969exxxxBHxmc98JsaMGROf/OQn91q6eevWrXHuuefGggULWjXuddddFzNmzKgv9+7dO4455pgYPXp0oz+/r7/+evvJtlBrvoCSrrHaapxMeeSRR+KII46I73//+/tMRNbU1MT8+fPjs5/9bHzrW99qdULlySefjJEjR8YjjzzSZB9lZWVx9dVXx7hx4zrFFyCyrSM/3+85A37ZsmX7TDxVVlbGww8/XF+eNGlSq7d+auzLukVFRVFaWhonnXRSHH/88Y3ONJ09e3ZMnDixVffHa6+9FhMnTky55ocNGxajR4+OI444otUzRWm9bD7LN1zefs+EfGPlhvVbqqKiIs4+++z6WfkREcXFxTFq1Kj41Kc+tdf1t27dujjzzDPjrbfeavFY3/ve9+KnP/1pfblHjx4xYsSIGDVqVAwePLj1L6IdyeT71IbP6/fcc0+zvuDz61//OmU7qhNOOGGvZH9b+spXvhK5ubkRUfd76YEHHthn/T2v8WOOOabV2xU19vO9d+/ecdRRR8WYMWPihBNOaHQ1iqVLl8app56akjxv6Lzzzkt5Tztz5syU1Rqb45577kkpf+Mb32hRewCAzkCCnnZj165dey1N2ZLl6xqrv3z58kbrNUyg7OvNR2MaJp47QoJ+1KhR9W8MP7avmUHr16+PL3zhCyn7D37605+Ohx56KLZs2RLvvPNOLFq0KJYsWRKbN2+Ohx9+OGXvwnfffTemTJmy329q/+QnP0nZWzCibnm1++67L8rLy+O9996Ll19+Od58883YuHFjrFq1Ku655544/fTTW/LyO6xM3hetsWbNmjjnnHNSllkdP378Xh+gZNvo0aPjBz/4Qbz66quxc+fOeO+99+K1116L/7+9+46Pqtj/P/5OQkIgEBJaQgsgvQkRCF2KgAJSpAaugiJSvIgKYvuqiOUqiOK1geIFBC+gdAREiiAgXZoUiUGkBkIIJQmBhOT8/uDH3pzdTbKbbDaF1/Px2MeDOTtzZnY5ZzPnfObM7NixQ0ePHlV8fLzWr1+vBx980FTun//8Z6YzOliLjIzUs88+K+n2VN6LFy9WbGysjhw5ol27dlnWn2zRooWp3Ouvv27z9B+cZ70+Y9euXTMtM2TIENWvX9+SPnTokMLDw9N9qkqSvvrqK7311luWtL+/v6ZMmZKFFuectm3baurUqTp06JASEhIUGRmpvXv3aufOnYqIiFBcXJyWLVtmeoooNTVVjz76aKazTVjbvHmzJk2aJElq1qyZ1q5dq9jYWB06dEi7d+/WhQsXtHHjRtWuXdtUbsyYMTaDaJC+rAxAyYqEhATt3bvXtK1mzZour8ddPv30U/Xt29dmTWU/Pz/VrVtXYWFhql69us20vJ999plDa8VaO3DggHr37m15wtjDw0P33HOPmjRpYvdv+NatW9WlSxddv37d6brwP/m5f9+jRw/Tk4MZDRBcsWKFLl++bElnN5BaunRpPf3001q1apUuXryo6OhoHT58WDt27ND+/ft18eJF/fnnn3rllVdMg3I3bNhg04d3xKhRo3T9+nX5+vrqtdde05kzZ/T3339r9+7dioyMVHR0tMaOHZutzwTH5WZf/tq1a1q6dKklXbx4cfXs2dOUp2rVqqansiMiIrR9+/Ys1zl58mRLsL1jx47as2ePzp8/rz179ujYsWM6f/683n//fdOxfunSJQ0aNMihwZt3HDlyRJMnT5Yk1ahRQwsXLlRsbKyOHj2qPXv2KCoqSr///rvuvffeLH+W3Obu69ROnTqZluiLjo5W9+7ddeHChXTLrFixwrSuvbe3tz7//HOn2phdwcHBpnZnNAvE+fPntXbtWks6u7/vhQsXVv/+/TVnzhydPHlS165d0x9//KGdO3fqt99+06lTpxQTE6Np06aZAu7nz5/PMGBeqFAhPfnkk5Z0QkKC5s2b53C7Tp48qXXr1lnStWrV0v333+/kpwMAACgADCCPOHXqlCHJ8vL29jZSU1Od2sdbb71l2sewYcPs5nvsscdM+f75z386XEdERISprCSjevXqTrXTEW3btjXVMWvWrGzvs169eqZ9PvPMM+nmfeihh0x5hw8fbiQlJWW4/8uXLxstW7Y0lVuyZEm6+X///XfD29vblL9v377GjRs3HPo8e/bsMa5cueJQ3vzKneeFPcnJyca6detMr6VLlxqffvqpMWDAAKNIkSKmfTdv3tyIjY119mM6bMKECab6hgwZkmH+69evG9u3b3eqDuvv68UXX8y0jPVvgiTjwQcfNBISEtItk5CQYDRs2NBU5uOPP3aqrTBbtWqVzf/Dzp07HSobGRlpVKxY0VS2dOnSxpgxY4xvv/3W+PHHH40lS5YY7777rhEaGmqT79dff82xzzVkyBBTfRMmTMgw/4ULF4xDhw45vP+UlBRj2LBhpjq++OKLDMucOHHC7nH/+OOPG7du3Uq3XHR0tFG+fHlTmWXLljnc1rvd/fffb/ruRo0alSP1zJw501SPv79/pn2ArKpcubKpro0bN7p0/6tWrTI8PDxMdTzyyCPG5s2bjeTkZFPeixcvGu+++67h5+fn1G/zgAEDTPnvfCZPT09j7NixxunTp035jx07Zjz66KM2589zzz3n0s+eX2zcuNHm+8uK/Ni/37dvn+W9kSNHmv6upHfOdevWzZKvTp06pvdKlChh2n9mtm3bZiQmJjrc/n379hklS5a07L9ChQo255E1679hkoxixYoZW7Zscbjegs5V54A9ea0vn9bXX3/tUL/+iy++sLkuddSsWbPs9leeeuqpDK+ptm3bZhQtWtRUZvLkyRnWZa+eNm3aGHFxcQ63Nz/JjevUixcvGvXr1zeVKV68uPHUU08Zs2fPNlavXm0sW7bMmDJlik2fqWjRohnem8gu6+vUqVOnWt5bsGCB6b29e/fa3ccHH3xgyePl5WWcO3fO8l7Pnj2d6i8dOnTIuHDhgsPtj42NNRo3bmyq4/Dhw+nmP3XqlOHl5WXJe9999zlc1xtvvGGq54MPPnC4LAAAQEFCgB55xpEjR0yd9BIlSji9jw8//NC0j/DwcLv5vvrqK1O+4OBgh288T5w40ebCOzg42Om2ZiYnAvTW++zbt6/dfNu3bzfl69Kli8MX21FRUUbx4sUtZVu1apVu3oEDB5rqad26tZGSkpKlz1ZQufO8sOfy5ct2bzZZv4KCgozJkyfnWADnDmcD9FnVpk0bSx1ly5bNNL/19xESEuLQ4JEff/zRVO7BBx90RfPvSpcuXbIJsPfq1cupfURHRxv/+Mc/DE9PT4eO+6JFixojRoww3TzLCc4G6LPi5s2bRrVq1Sx1NG3aNMP89gL0TZo0ceg3YNq0aaZyI0aMcNXHKNCyMwDFGQkJCUaVKlVM9eTUQADDsA3QT5kyxSaYlNEro0DSxYsXjdKlS5tudn/77beZtmn//v1GYGCgpVyRIkWMmJiYdPNbB+il28H577//PsN63n//fZsyaQO2dwtXBSfzY/8+7f/3tm3bTO8tXbrUpvz58+eNQoUKWfK89957pvedDdBnhXVQddWqVRnmtxegnz59eo60Lb/KyQB9XuvLp9W6dWtTG9atW2c3X0xMjGlQd0BAgMMDS+wF6Bs2bJjhYMI7pk+fbipXqVKlDMtZ1xMYGGhERUU51M78KLeuU+Pj441nnnnG8PHxcejY9vb2NgYMGGBERERk5WM6LKMAfWJioun3+dlnn7W7j7SDD6yvC50N0GdFRESE6Tpo/PjxGeZ/+OGHTW367bffMq3j1q1bpms2Hx8fIzo62lUfAQAAIF9hinvkGdbT6Vqva+6IIkWKZLjPO7p27WpaX+78+fMOTdF4/vx5ffLJJzbbnZ0KOLcEBASY0um123ot7KlTp9pM+5qe4OBgDRs2zJL+9ddf7U47FxUVpe+//96S9vT01MyZM23WD73bufO8yKqgoCD93//9n5566qkCs25o2vUuo6OjFRkZ6VT5l19+WSVKlMg0X6dOnUxT2lpPKQ3H3JmW/cyZM5ZtJUqUsPt7nZEyZcro22+/1bJly1SxYsUM896Z2nHMmDEqV65cltqdl/j4+Khfv36W9L59+5SYmOjUPt566y2HfgP69+9vSnPcZy42NlYjRowwbevVq5dpeQJXeeGFF/T3339b0n5+fnrttddcXk9G9Xfq1Mnh14EDB9Ld12effWaa1n7KlCk26xnb07BhQ3399deWdGJioqZNm+bU5xg7dqzpnLLnpZdeUq9evSzp1NRUp3+38D/5vX/fokUL01IS9qa5/+9//2tZFsTT01OPPvqo29p3R3h4uGnZrG3btjlVPiQkhLWG85jc6MsfP35cW7dutaTLly+f7hJmpUqVUpcuXSzpK1euaNmyZVmu+1//+pfN0m/2PPXUU6pRo4Ylffr0adO03Jn55z//WWDWmrcnt65T/fz89Mknn2jjxo0OrXkfHh6u559/3vR/6W6+vr6m/u/8+fNtlnjau3evZfkFKfvT22dFjRo1TH3LzH7fR44caUpbrytvz5o1a0zXbD179lSZMmWcbCkAAEDBQCQMecaNGzdM6aysqVq4cGFTOr3gQoUKFRQeHm7a9n//938ZXuhfvnxZvXr1srtGtLNBjNxSrFgxUzopKckmT2pqqtasWWNJh4WFqVatWk7Vk3aNNcl2zVzp9rqVKSkplnSXLl1y9aI5r3LneZFVFy5c0JgxYxQSEqIPP/xQhmG4dP+5oWrVqqb0vn37HC7r4eFhE4BMj5eXlxo0aGBJX7x4UTdv3nS4Ltw2fvx4/fjjj6ZtX375pdPrYO7fv1/t2rVTjx49TDeO7Ll165Y+/fRT1a9fX4MHD9bVq1edbndek/a4v3XrlukmYWZKlCihBx980KG8JUuWVEhIiCV9+vRpxxt5F3LVABRHzJ8/3yYQ/d5775nWJc0vkpKS9MUXX1jS1atX1zPPPONw+d69e5tu/C9evNjhssWKFdPrr7/uUN5JkyaZ0t99951l7Xo4pyD07wcPHmz596pVqxQbG2t6/5tvvrH8+4EHHsh0MFlO8PPzU9myZS1pZ/pIkjRgwAAG5OYxudGXT3ssS9LAgQMzPC6sB6NYl3dUUFCQw/0Ve4NgNm3a5HBdAwcOdKZp+U5uXaeeOHFCvXr1UuvWrXXkyJFM88+dO1fNmzdXt27ddO7cOafb6CppA+7R0dGmey6S+Zj29/c3DeBzp7TXA5n9vnfp0sXUp583b56uX7+eYZm0AyAlMWALAADc1bgyRp5hPeLaXvA4M9aBrYxGcb/33numkbpJSUnq3bu3hgwZos2bN+vKlSu6efOmjh8/rk8++UT16tXTzp07Jdk+iW4d+M6r4uLiTGnrC2JJ+v33302BpiZNmjhdT9qLNEk6evSoTR7roH3Xrl2drudu4O7zwlpAQICM28uhyDAMpaSkKDY2Vnv37tUnn3xiCi7HxcXphRde0JAhQ5Samup0O3NacnKyfvjhBz3zzDO6//77VbFiRfn7+8vT01MeHh6ml/WNu7RPYGamSpUqKlWqlMP5097kllQgAr3u9Mknn+ijjz4ybXvxxRc1YMAAp/Yzf/58NWvWTL/88ouk2wMt+vTpox9++EFRUVFKSkrS5cuXtXPnTr3++uuWmQ8Mw9DcuXPVsmVLXbx40TUfyoWuX7+uBQsWaMSIEWrevLnKly+v4sWL2z3urZ/Qdua4v++++5wKuKQ97jnmM+aqASiZ2bVrl5588knTtq5du2r06NEurcdd9uzZYzonBw0a5NATk2l16tTJ8u+DBw/q2rVrDpXr2bOn/P39Hcpbs2ZNtWjRwpK+fv26du/e7VQ78T/5vX//2GOPWWatSkpK0oIFCyzv7d+/XwcPHrSk0wbzXeHw4cOaOHGievbsqRo1aqh06dLy8fGx+Vvh4eGhqKgoSzln/lZIypGZP5C+vNiXNwzDZoaIzGY36d69u+l3dd26dVkKtrZu3dqpvwXt2rUzpXft2uVQueLFi6tOnTrONC3fyY3r1I0bN6pRo0Zavny5ZSDJAw88oO+//16nTp3SzZs3dfXqVe3fv1+TJk1ShQoVLGVXr16tJk2a6M8//3S6na7QqlUrVatWzZJOew4kJydr3rx5lnS/fv1sZhfIjgsXLujTTz/VP/7xDzVo0EBBQUEqUqSI3d/3+fPnW8pdv349w0ETnp6epgD7tWvX9N1336Wb//z581q5cqUlXbVqVXXs2DGbnw4AACD/IkCPPMP6Jpj1iGxHWF88ZHRjrUKFCvruu+/k5+dn2XbnZkHbtm0VGBgoX19fVa9eXc8++6zlRlSFChU0efJk076sb+jlVdZBEHvfj3Uw/YsvvrB74ZbRq169eqZ9WD/9I92e1jCtrAwEuBu4+7zIjKenpwIDAxUaGqpnnnlGBw4c0JQpU0xLIMydO1cffvhhlutwNcMw9J///EcVK1ZUjx499Nlnn2nLli06e/as4uLiHHpK6MqVKw7XZx1wz0za3yAp/8zIkRfMmzdPzz33nGnb448/rvfff9+p/WzatEmPPfaY5cZikSJF9MMPP2jRokV6+OGHFRwcLG9vbwUEBCgsLExvvfWWDh06ZPrdOnLkiPr3759nZpBITk7WpEmTFBwcrIEDB+qrr77Szp07FRUVpfj4+Dx13HPMp89VA1AyExkZqe7du5v+L2rXrq25c+c6vMSNq2zcuNEUTMrsZR08ucN6IGB2Bxympqbq2LFjDpVLr02O5nc0AARb+b1/HxISYjoe0j5RmfbfxYsXV+/evV1S5++//662bduqfv36evPNN7VixQpFRkbq0qVLSk5OzrS8M38rJNtZiuBeeaEvv3HjRp08edKSrlu3rkJDQzMs4+vrqz59+ljSKSkp+vbbb52uu379+tnKf+LECYfKVa5c2e1/P93N3depx44dU/fu3S2D5Tw9PTVjxgytX79e/fr1U6VKleTj4yN/f381bNhQL774oo4cOaKHHnrIso+oqCh17949S211hbQDq1asWGH5/Vy9erVpsJOrprePiYnR0KFDVaFCBY0ZM0bz5s3ToUOHFB0d7fB3kNlv/JNPPqlChQpZ0hlNcz9r1izT1P5PPvlkgT9PAAAAMkKAHnmG9cXY9evXnQ50WE8Jmlkgsn379tqyZYtpJHNGQkND9fPPP6t48eKm7fklQB8dHW1K25uy1t4Un9ll7+lI66C9s8Gdu0VunBfO8PDw0Lhx4/Tee++Ztk+cOFGXL192WT1ZlZqaqsGDB2vYsGE2x78znJl2PivrL6aVVwK8ed3KlSs1ZMgQ0/fVu3dvff31107d6ElJSdGwYcNMS25MmzZN3bp1y7Bc+fLltXLlSpUuXdqybdOmTVq4cKETnyJnJCYm6qGHHtLLL79sM3OKM9x53MOWqwagZObcuXPq3Lmz6TeyUqVKWrt2rUqWLOnSutzJesBhjx49nB5wOG7cONM+7A04tMddASDYl9/792kDOLt27dKxY8d069Yt09OVffr0UdGiRbNd18qVK9WkSRNt3rw5y/twdmkeR2eXgHvkRl/eenp662nk0+OKae6dmeVKkgIDA00zBDk6IOVuOM7dfZ06cuRIU/433nhDw4YNy3D//v7+Wrx4sWnJvmPHjuXIMkGOSDtLys2bNy1Pm6c9lqtWrarWrVtnu67jx48rNDRUs2bNMl3nOCuz3/hy5cqpR48elvT27dvtLj1wZ9D8HV5eXnriiSey3C4AAICCoFDmWQD3KF26tDw8PCwXdcnJyYqOjlZQUJDD+zh79qwp7UjQNzQ0VEePHtWsWbM0d+5c7dixwzSqV5IaNmyooUOHauTIkfLx8dG6detM71evXt3hNuaWhIQERUREmLbZu3Hp7FMwjrA3RaJ10Ci/LBPgbrl1Xjhr3Lhx+uqrr/TXX39Jun28LVq0KNfXlHv77bdtnq7x9/dXu3bt1LhxY1WqVEkBAQHy9fWVt7e3Jc+BAwf0wgsvuLu5cNDGjRvVr18/0291p06dNH/+fKensF61apVpRo/atWs7PG1wUFCQnnvuOb322muWbTNmzFD//v2daoOrPf300/r5559N28qUKaN27dqpYcOGqlSpkvz9/VWkSBHT97V27Vp98MEH7m4u7HDVAJTMxMbGqnPnzqaAcJkyZbRu3TqXT6Hvbu4acGiPswEg6/w50Re72+Tn/n3fvn01evRoSyBqzpw5at68uWkQjSueroyIiFDfvn1N01J7eHgoLCxMLVu21D333KPg4GD5+vraDMJ69NFHdeHChSzVm7a/hbzDXX35+Ph4LV682LQtKChI69evz7RsamqqihUrpvj4eEm3Zy/avXu3mjZt6nD9zg5s8fDwUJEiRSzn4526M3M3HOfuvE49ePCgNm3aZEkHBgZq/PjxDtVRtGhRvf7666YBHjNmzNCLL77ocDtdpWrVqmrTpo1lUNScOXPUt29frVq1ypJn8ODB2e7rJSUlqWvXrjpz5oxpe40aNdS2bVvVqlVLFSpUkJ+fn2Wq+zs++OADrV271qn6Ro4cqSVLlljSM2bM0NSpU015Nm7caLrm6tatm90HRgAAAO4mBOiRZxQpUkQhISGm6e5OnTrl1AXeqVOnTOnatWs7VM7b21vDhw/X8OHDlZCQoNOnTysmJkZ+fn6qVKmS6QlJSTYjgvPD9Ox79uyxGTltbypB65sWAwcO1NChQ7NVt70LL+unlOLj422+Z+TueeGMQoUKqUePHvr4448t27Zt25arAfoLFy5o0qRJpm2vvPKKXn311UwHhGTnKQPkrJ07d6pHjx6maRlbtmyppUuXysfHx+n9bdiwwZTu1q2bUzfFunfvbgrQ//rrr0pJSXF6oICr7N+/3/QUjryrxqEAACAASURBVLe3tyZPnqynn3460+/HeukR5A5XDkDJSFxcnB566CEdPnzYsq1EiRL66aefTE+a5VfuGnBoj7MBIOulThwNACFj+bV/X6xYMfXu3Vtz586VJH377bemGSEqV66stm3bZruel19+2fRkZFhYmL755huH+olMSVzwuKsvv2jRIpunpp988sks72/27NlOBeivX7/u1P4NwzBNw86g8v9x53WqdX+9Q4cOTv2tvdO/vzOYIDIyUlFRUSpXrpzD+3CVIUOGWAL027Zt09tvv20ZKOXh4eHwQOGMTJ8+3fRwRlBQkGbPnm2a7j89aZ9yd1THjh1VrVo1y7XE3Llz9f7776tw4cKWPNZT3+f2QH4AAIC8gAA98pTatWubLvCOHDni1AW39XSmWQlE+vn5ZVru999/N6XzQ4B+0aJFpnSxYsXsfrfWNysDAgLUsWNHl7fHetrc6OhoValSxeX1FAR54bxwhPWMDOfPn8+Rehy1fPly0w214cOH61//+pdDZR2dxhjudfDgQXXp0sUUvAoNDdXq1attAlyOsp5K2tm1ca3zJyYm6vLly7k24Oj77783PXU9ceJEm2nS08Nxn/tcPQAlPYmJiXr44Ye1e/duy7aiRYtq1apVma4DnF9Y37j/6KOP1KBBg2zt09HyzgaAcnIpGtyW3/r3gwcPtgToT506ZQpipZ0iOavi4+NNT2wGBQVpzZo1CgwMdKh8XljGCK7njr787NmzXbq/BQsWaOrUqQ7/jUy7zrcjLl++bBqclV+WtnMXd12nZre/HhAQoMDAQFNf9+zZs7kSoO/Xr59Gjx5tuU7997//bXmvVatWuueee7Jdx4IFC0zppUuXqkWLFg6Vzcr1gIeHh4YPH66XXnpJ0u1ZjJYsWaKBAwda0kuXLrXkr1ixorp06eJ0PQAAAAUNa9AjT2nUqJEpvW3bNofLRkVF6e+//7akvb29VbduXVc1zSI2NlY7duywpEuUKKGWLVu6vB5XiouLs1mjr0uXLqYRzXdYX+xGRkbmSJtq1KhhSu/ZsydH6ikI8sN5YU9uT+2Y9jyVbk/77ai0T5Qibzh27Jg6depkCgrUqVNHP/30k0qUKJHl/Vqvq1iokHNjF+0d57k5A0Pa497T01MjR450uCzHfe7KiQEo9iQlJalPnz6mNacLFy6sZcuWqVWrVi6rJ7dZD5KpVq2aOnbsmK2Xo08FOhsAsp6OnwCQ++W1/n2HDh1UsWJFu++54unKvXv3mqa2HzhwoMPB+cjISKfXnUf+5Oq+/IkTJ0x/e1whNjZWK1ascDj/oUOHnNq/9cAdZwPDBZ27rlOz21+/s/+0cqu/Xrx4cT3yyCN233PF8iWpqammAZiNGjVyODgvZf164IknnjANlEn7xPzcuXNN/4dDhw7NtdnGAAAA8hIC9MhTHn74YVN6/fr1picBM2K9Tlb79u1z5AmkxYsXKzk52ZIeOHCg01OZutuECRNs1nxPL2gTFhZm+jzbtm0zPcnnKm3atDGlV69e7fI6Cor8cF5IMj09Icmp6Q1zgvXaqM5M2Wy9fjdy18mTJ9WxY0fT+rtVq1bVunXrVKZMmWzt23rt53PnzjlV3nrtTA8PD6fXn3altMd9mTJlHA64pKam6pdffsmpZiETOTUAxVpKSooGDRqkH3/80bKtUKFCWrBggTp16uSyevICdw04tIcAUP6T1/r3np6epvWS72jRooXNINesoI8Ee3K6Lz9nzhzTNczjjz8uwzCcft2ZXeIO64HoGdm6datTgVnrvlFYWJjDZe8G7rpOzW5//ebNmzaD4bJ7DZEd9gZa+fr6ql+/ftne96VLl0zLJDnz+x4REWFzbeOoMmXKqHfv3pb0pk2bLH2vr7/+2rLd09Mz20soAgAAFBQE6JGntGzZ0vTE019//aVNmzY5VNZ6rayePXu6smmSpBs3bujdd981bcvra2ctWbJEU6dONW1r3769OnToYDe/j4+P6b2EhATNmjXL5e164IEHTCPff/zxR/35558ur6cgyOvnhXR7fcaVK1eatt177705UpejrG8OpX1SLCP79+/X9u3bc6JJyIKoqCg98MADOnPmjGVbhQoVtGHDBlWoUCHb+7deWsPZwIP1mpiVK1fO0lM9rpL2uHf0mJekFStWmL5juE9ODkBJyzAMDR06VIsXL7Zs8/T01KxZs9SrVy+X1ZNXtG/f3pR2Z1DR2cEuBIByV17t39t7ktIVT1dKWe8jGYahadOmuaQNyFtyui9vGIbmzJlj2hYeHp6lffXs2VNFihSxpNesWWMz6CQ90dHR+umnnxzKm5qaqm+//da0rW3bto439C7grutU6/76pk2bHB4IIN3+O5s2aF24cGGXXEdkVceOHVW+fHnTtl69erlkUGZWf98l6YsvvshW3SNGjDC14+uvv9b27dtNT+V37txZlStXzlY9AAAABQUBeuQpnp6eevzxx03bJk6cmOnF14YNG7RlyxZLunjx4urfv7/L2/fyyy+bniwYNGiQ7rvvPpfX4ypTpkzRgAEDTNv8/PwyvfAaP368KT1hwgTT2peuEBQUZLopk5qaqieffNK0xh9uy+vnhSTNmjVLf/zxh2lbjx49cqQuRwUHB5vSW7duzbRMSkqKU1PhI2fFxsaqU6dOOn78uGVbmTJltG7dOpc9YfrAAw+Y0lu3brVZHiE9SUlJ+uijjzLcn7ulPe4vX76sI0eOZFomPj5e48aNy8lmIR05PQAlrdGjR9sER7744gu7T+kWBK1atVLx4sUt6TVr1rjtKfrly5fr2rVrDuWNiIgwDQorWrSoU+v3Ivvyav++du3aio+PV1xcnOXlqoEDWekjSdK0adO0f/9+l7QBeUtO9+W3bNmiv/76y5IuU6ZMlvtMxYsXV7du3SzpW7du6b///a/D5V999VWHnqKfMWOGaQB5xYoV1blzZ+caW8C56zrV+lg5deqUvv/+e4faaBiG3n//fdO21q1b213uz128vLx0/Phx0++7dR8tq0qVKmUaLLxjxw7T4IT07N+/P9sB+nbt2ql27dqW9OzZs232mRcGwAEAAOQVBOiR57z00kumqc1++eUXTZo0Kd38Z8+e1bBhw0zbnn32WZu1R+2xvgmRnpSUFL366qv697//bdkWGBho82R6XnDr1i199913atasmcaPH2+6GPPy8tI333xjumiy5/7779eDDz5oSV+8eFGdO3d2+PuSbgfcly1bppdeeindPK+88orpwnjLli0KDw93eF3LPXv26OrVqw63KT9zx3nxyy+/aPLkybp+/bpTbVu4cKFGjRpl2tavX79cHxlvvXbs66+/rsTExHTzp6SkaOjQoTw9n0fExcXpoYceMj1xERAQoLVr16pOnTouq6dNmzYKCQkxbRs4cGCmg5KSk5M1dOhQHTt2zLTdFWsDZ4f1cf/iiy9mOPDp+vXr6t27t+mmOdzDHQNQ7njllVdsbpBOmTLF9KRTQePr66vRo0db0ikpKRoxYoRDN6mzKz4+Xm+//bZDea37Sf3795efn19ONOuuUZD6935+fipWrJjl5enpmsv3xo0bm9YKXrJkSaZrR69cuVJjx451Sf3IGXm5Lz979mxTum/fvtmacWjgwIGmtDPT3B84cCDTAbk7duywOd5Hjx7Nutl2uOM6tVq1amrevLlp26hRo3Tw4MEM22YYhl555RVt3LjRtN1Vs5Fkh6+vr+n33dvb2yX79fLyUrNmzSzpqKgoffjhhxmWiYyMVM+ePU1LvWRV2r7lhQsXTLNQBAUFqXv37tmuAwAAoMAwgDzoX//6lyHJ9Bo1apRx9uxZS56UlBRj6dKlRkhIiClf+fLljcuXLztUT+nSpY22bdsa06dPN06ePGnzflxcnPHdd98ZoaGhpjo8PT2NJUuWuOzz2tO2bVtTnePHjzfWrVtneq1Zs8ZYsGCBMX36dOO1114zOnXqZPj7+9t8d5KMYsWKOdXmCxcuGJUqVTLto2jRosazzz5r7N+/30hNTbUpExsba6xbt8547rnnLGXbtm2bYT2ffvqpTVurVatmzJ4924iNjbXJf/r0aWPGjBlGu3btDEnGiRMnHP5M+V1OnxdLly41JBkBAQHG0KFDjR9++ME4f/683bzXrl0zli9fbnTt2tWmTSVLljROnTrl0s9+x4QJE0x1DRkyJN28MTExRvHixU35mzVrZuzYscOULzk52VizZo3RuHFjS746deqYyk2YMCHDdqXNm9kxb23IkCGm8nfTMZ2RO+d42tdbb71l8zvoyMveb0la33zzjU1dpUqVMj755BObsklJScaPP/5ohIWF2ZTp1q1bjnwX1sdIRsfj0aNHDU9PT1P+rl27GocPHzblS0xMNBYuXGhUr1493eN+1qxZ6dZz4sQJh89Fe6z/xt1trl27ZjRt2tT0HQQEBBj79u1zeV3vv/++zbGa2W+aO1WuXNnUto0bN7ps3zExMUapUqVM++/Tp48RFxfn8D7i4uKMjz76yJgzZ066eQYMGGDzHXt6ehoLFy7McN+TJk2yKbN3716H25bfbN261e5v9JQpU0zfQ1BQULq/59a/Zfbkp/69q8/5EiVKOPzbOnDgQFNef39/48svvzQSExNN+SIiIoxRo0ZZ/raULVvWdF5Vrlw5w3ro5/xPTp8DebUvn5CQYNMn37x5c7b2mZiYaHPda+/3c9asWaY8af/mdOrUyfjtt99M+WNjY41JkyYZvr6+pnL169c3kpKSMmxTdq4H8jt33L/ZtGmT4eHhYSpbtGhR46233jKioqJMeVNSUoytW7caDz74oE27GjRoYKSkpLj8O7C+Tp06dapL99+zZ0+H+0tffvmlKa+Hh4cxbtw448KFC6Z8Fy9eNKZMmWL52+Hh4WHUqlUrW7/ZsbGxNufPnddLL72UhU8OAABQcN19d0SRL6SkpBgPP/ywTYfey8vLuOeee4zQ0FAjICDA5v0iRYoYW7dudbge65u2JUuWNO69914jLCzMqFKliuHj42O3DTNnzszBT3+b9Q287Lw6d+5sREREON2GgwcP2gTp77xKlChh1K1b12jWrJlRr149o1y5cnbzOXJz4vnnn7db9s7/d9OmTY17773XKFOmjE2eu+kmX06fF3du6lm/ypQpY9SpU8do1qyZERoaalSuXNnm5sidV0BAgM2NLldyJkBvGIYxefJku+0MCgoymjZtajRo0MDm5l7t2rWN5cuXm7YRoHc/V/3+ZXYD646RI0faLevp6WlUr17dCAsLM+rXr2/4+fnZzVezZk0jJiYmR74LZwL0hmEYTz/9tN02VqpUyQgLCzPq1q1rFC1a1PTe/fffb8yYMcO0jQB9znHXAJTZs2fb1NO6dess1eNIYDQrcjJAbxiGsX79esPLy8vmXPj444+N06dP2y1z8uRJ47vvvjMGDhxoCSq999576dZhHaC/85k8PT2NsWPHGmfOnDHlj4iIMB577DGb/5sxY8a49LPnNdb/11l5OfJbk5/697kZoI+MjLQ7sNfX19e49957jaZNmxoVK1a0+Z5Wr15t+r8kQO+4nD4H8mpffs6cOaY6KlasaHewt7MGDx6c6W+odYD+888/Nxo0aGDaFhwcbDRp0sSoVauW4e3tbfOdBAYGGgcOHMi0PWnL3G0Benfdv7E36PDOq0qVKkZYWJjRsGFDm9/CtOfC8ePHc+Q7yEsB+qSkJKNRo0Y2n9/T09OoVauW0axZM6N69eo2/aNXX33VJb/Z1uemdDv4/+eff2b9CwAAACiA7r47osg3EhMTjfDwcIdvVpQqVcrpm7rWN/Aye1WsWNHYsGFDznxgK9kN0Pv5+RkDBw40fv3112y1Izo62u7Ic0dfjz32mEP1fP755zYBI0ded9tNvpw8L9K7qefoq1OnTsZff/2Vo5//jTfeMNU5bNiwTMuMGDHC4c/QoEED4/Tp08bGjRtN2wnQu192jkXrlyPnQEpKivHmm28ahQoVcnr/nTt3Ns6dO5dj34X1Ta533nknw/w3b960e5M0vVf79u2Ny5cv29zEJkCfc9x1fFv/vmTn5ez/saNyOkBvGLdnybAXlJVuP7nXsGFDIywszKhVq5bdAILkXIB+zZo1pj6Np6enUa1aNaNp06bpBujCwsKM+Ph4l3/2vCS3AvSZvXKzf5+bAXrDMIyffvrJKFasmEPfk6+vr7FgwQLDMAwC9FmUWwF6R1851Zfv0KGDqZ5x48a5ZL+rV6827bd06dI2T7nb69ucPn3aZtag9F5BQUHGrl27HGpP2nJ3W4DeMNxz/8YwDGP69OlZum/QuHFj49ixY67/4P9fXgrQG8btwYY1atRw+PsZO3askZqa6pLf7F9//dVm/+3bt8/aBwcAACjAWIMeeZavr6/mz5+vRYsWqVGjRunm8/Pz09NPP60jR46oXbt2TtXx6quvqkWLFpmuf1e9enVNnjxZx44dU4cOHZyqIyd5e3urWLFiCgkJUdOmTRUeHq533nlHGzZs0MWLFzVv3jyb9YidVaZMGa1Zs0abN29W9+7dM10X1cPDQ6GhoXr55Zd18OBBzZkzx6F6nn76aR0/flxjxoxRUFBQhnkDAgI0cOBAbdiwQVWqVHH0oxQIOXledO7cWUuWLNFTTz2lWrVqycPDI9My/v7+GjRokDZs2KC1a9e6fN1ka9ZryBcvXjzTMtOnT9ecOXN0zz33pJunbNmyevvtt7V7925VrFgx2+1E/uPp6akJEybowIEDGjFihPz9/TPM7+XlpQ4dOmjJkiVas2aNypUrl2Ntc/a49/Hx0fLlyzV16lQFBwenm69KlSr67LPPtH79egUEBLikrUBeNHjwYP3yyy92/w6cO3dOBw4c0K5du3Ts2DFduXLFJk+hQoWcOscbNmyopUuXWvpMqampOn78uHbv3q2TJ0/a5G/ZsqV++ukn1p53kfzev3enzp07a/fu3RmuCVyoUCH17dtXBw4c0IABA9zYOjgrL/blT506ZbP+d3h4uEv23alTJ9O65TExMVq1alWm5SpWrKjdu3dr/PjxprXT0/Lz89Pw4cN15MgRNW3a1CXtLejccf9Gur3G+ZEjR/TCCy+oTJkyGeb18PBQWFiYZs2ape3bt6tmzZpO15dfhYSEaPfu3Ro9erR8fX3Tzde8eXP99NNP+vDDDx36zXBEy5YtVatWLdO2p556yiX7BgAAKEg8DMMwcrsRgCMiIyO1c+dOnT17VklJSQoICFCdOnXUqlWrDC84HHH9+nXt27dPkZGRio6O1o0bN1S0aFFVrFhR9913n2rUqOGiT5H/JScna9euXTpx4oRiYmKUkJAgPz8/BQYGqmbNmqpbt65KlCiRrToMw9D+/ft19OhRXbx4UXFxcfLz81NwcLDq1q2r+vXry8vLy0WfKH/LyfPiypUrOnLkiE6cOKHo6GglJCTIx8dHJUqUUKlSpdSgQQPVrFnTZRfyjhg5cqS+/PJLS/qNN97QxIkTHSp757j67bffFBMTI8MwVLZsWdWvX19NmjThmIJJamqqDh8+rIMHDyo2NlbXrl2Tr6+vAgICVK1aNTVp0iTdm7qu9tBDD+mnn36ypGfOnKknnnjCobK3bt3S7t27dfDgQV26dEleXl4KDg5Wo0aN1LBhw5xqMjLhyt/NjRs3pnuD+/HHH9c333zjknqGDBmi2bNnu2RfaVWpUsUUtM7o82TXrVu3NHfuXE2fPl2//fabUlJS0s3r6+ur1q1bq1u3bho0aJDKli2bbt7w8HB99913lnRUVJSCg4MVGRmp8ePHa8WKFUpNTbUpV6FCBb3wwgsaM2aMPD0ZN+1q9O+dExUVpS1btujMmTO6fv26/P39Vb16dbVs2ZJBXPlUXuzLu9vs2bNNfaZZs2bp8ccft6Rv3LihrVu36ujRo7p27ZoCAwNVuXJltW/fXkWLFs2FFhccOXmdeodhGPrzzz+1b98+xcTE6OrVq/L29lZAQIBCQkIUFhamwMBAl9SVn8XHx2vLli2KjIzU1atXVaRIEVWqVEnNmzdXSEiIy+uLi4tTuXLllJCQIEkqVaqUzp49q8KFC7u8LgAAgPyMAD0AIN948MEHtXbtWkva+iYbUBDVqlVLERERlnROBjCBu8WVK1e0fft2RUVFKSYmRrdu3VLx4sUVFBSk2rVrq1atWi67kRwdHa2tW7fqr7/+UlJSkqWOli1bFujAGADktswC9ABc76uvvtKIESMs6eeee05Tp07NxRYBAADkTRnP+wcAQB6RmpqqPXv2mLbVr18/l1oDuEdsbKwiIyNN2zjugewLCAhQly5d3FJX2bJl1bt3b7fUBQAAkJvSzngnScOHD8+llgAAAORtzKUIAMgX1qxZo9jYWEs6MDBQ9957by62CMh5CxYsME2NXbduXdN6qwAAAACQF6xfv1579+61pDt06KA6derkYosAAADyLgL0AIA879y5cxozZoxpW58+feTj45NLLQJy3uHDhzVhwgTTtkGDBuVSawAAAADAvoSEBD333HOmbWPHjs2l1gAAAOR9THEPAMhzfvvtN126dEmxsbHauXOnZs2apatXr1re9/X11UsvvZSLLQRc79dff1V8fLwuXryozZs3a86cObp586bl/TJlymjUqFG52EIAAAAAuH3tkpiYqJs3byoiIkKff/65jh8/bnm/WbNm6tatWy62EAAAIG8jQA8AyHPGjRunX375Jd33P/jgA1WvXt2NLQJy3j/+8Q+dPHnS7nuFChXSV199pZIlS7q5VQAAAABgltG1i7e3t6ZPn+7mFgEAAOQvTHEPAMg3AgMDNXPmTI0ePTq3mwK4Tfny5bV8+XL16tUrt5sCAAAAAOny9vbWzJkz1ahRo9xuCgAAQJ7GE/QAgDyrWLFiKlWqlOrXr6+OHTvq8ccfV0BAQG43C8hR/v7+Kl26tO677z517txZjz76qIoUKZLbzQIAAAAAGz4+Pipfvrzat2+v559/Xg0aNMjtJgEAAOR5HoZhGLndCAAAAAAAAAAAAAAACjqmuAcAAAAAAAAAAAAAwA0I0AMAAAAAAAAAAAAA4AYE6AEAAAAAAAAAAAAAcAMC9AAAAAAAAAAAAAAAuAEBegAAAAAAAAAAAAAA3IAAPQAAAAAAAAAAAAAAbkCAHgAAAAAAAAAAAAAANyBADwAAAAAAAAAAAACAGxCgBwAAAAAAAAAAAADADQjQAwAAAAAAAAAAAADgBgToAQAAAAAAAAAAAABwAwL0AAAAAAAAAAAAAAC4AQF6AAAAAAAAAAAAAADcgAA9AAAAAAAAAAAAAABuQIAeAAAAAAAAAAAAAAA3IEAPAAAAAAAAAAAAAIAbEKAHAAAAAAAAAAAAAMANCNADAAAAAAAAAAAAAOAGhXK7AQAAAADgClWqVNHJkyczzFO4cGEVLlxYpUqVUnBwsGrUqKF69eqpVatWCgsLk7e3t5taCwAAAAAAgLuRh2EYRm43AgAAAACyy5EAfUYCAgLUu3dvPfPMM2rUqJELW+Yab775piZOnGhJb9y4Ue3atcu9BgEAAAAAAMBpTHEPAAAAAJKuXLmimTNnKjQ0VP369dPZs2dzu0kAAAAAAAAoYJjiHgAAAECBNGXKFDVs2NC0LTk5WZcvX9aVK1d08uRJbd++XXv27FFiYqIp36JFi7Rp0yYtXLiQp9QBAAAAAADgMgToAQAAABRIjRs3dii4npiYqLlz5+rjjz/W0aNHLdtjYmLUtWtX/fjjj2rbtm0OthQAAAAAAAB3C6a4BwAAAHBXK1KkiIYPH66DBw/q+eefN72XmJiofv36KSoqKpdaBwAAAAAAgIKEAD0AAAAASCpUqJA++ugjffTRR6btFy9e1Pjx43OpVQAAAAAAAChImOIeAAAAANJ4/vnntWXLFi1dutSybd68eXr99ddVq1Yth/Zx5swZHT58WCdOnNDVq1clSSVLllSFChXUokULBQYG5kjbs+rYsWM6cOCALl68qKtXr6pkyZIqX768WrdurZIlS+Z28wAAAAAAAAoMAvQAAAAAYGXKlClavny5UlNTJUmGYejLL7+0ebr+jlu3bmn9+vVatGiR1q9fr5MnT6a7bw8PDzVv3lwvvviievbsKQ8Pj3Tzbtq0Se3bt7f7Xnrb7zAMI8P34+Pj9eGHH+qbb77RiRMn7Obx8vJSmzZt9NZbb6lNmzYZ7g8AAAAAAACZY4p7AAAAALByzz33qHv37qZty5YtSzd/eHi4unTpov/85z8ZBuel24Hz7du365FHHlHfvn2VkJDgkjY7Y+XKlapWrZrefPPNdIPzkpSSkqJNmzbp/vvv14gRI3Tr1i03thIAAAAAAKDgIUAPAAAAAHb07t3blD5x4kS6wfcbN27YbCtTpozq1q2rZs2aqWHDhipdurRNniVLlqhnz56WJ/Xd4auvvlKvXr0UHR1t2l60aFHVqVNHYWFhql69ujw9PW3K9e3bN9Mn8wEAAAAAAJA+prgHAAAAADuaNWtms23fvn2qXLmy3fylS5dW//791a1bN4WFhdkNyEdGRmrmzJmaOnWqJai/YcMG/fvf/9bzzz9vk79hw4Zat26dJGnOnDmaO3eu5b0pU6aoYcOGTn2mDRs2aNSoUaYBAd27d9e4cePUqlUrFSr0v0vE2NhYff3113rnnXcUFxcnSVq+fLkmT56sl156yal6AQAAAAAAcJuHweMPAAAAAAqAKlWqmJ5w37hxo9q1a5fl/RmGIX9/f8XHx1u2ffjhhxo7dqxN3u3btys0NFS+vr4O7Xv//v164IEHFBsbK0mqUKGC/v77b1OA3Nqbb76piRMnWtLOfr4rV66oTp06On/+vCTJ09NTM2bM0NChQzMsd+TIEbVr104XL16UJPn4+OjkyZMKDg52uG4AAAAAAADcxhT3AAAAAGCHh4eHSpUqZdoWVVqMXAAACUpJREFUFRVlN2+LFi0cDs5LUqNGjTR58mRL+uzZs1q7dm3WGuqg6dOnW4LzkvTuu+9mGpyXpLp162r27NmWdFJSkj777LOcaCIAAAAAAECBR4AeAAAAANIREBBgSqd9mj67wsPD5eXlZUlv27bNZfu2lpKSok8//dSSDgkJ0bhx4xwu37VrV4WGhlrSixcvdmn7AAAAAAAA7hYE6AEAAAAgHcWKFTOlk5KSXLZvPz8/lS1b1pLet2+fy/Zt7cCBAzp37pwlHR4eLm9vb6f20blzZ8u///jjD8XExLisfQAAAAAAAHeL9Bc4BAAAAIC7XFxcnClduHDhTMscPnxYixYt0t69e3XkyBFdvnxZ165dU3JycoblcjLgvWXLFlO6SZMmTu8jJCTElD569KjatGmTrXYBAAAAAADcbQjQAwAAAEA6rl69akpbP1Gf1u+//67Ro0dr8+bNWarrypUrWSrniKNHj5rS/fv3z/Y+Y2Njs70PAAAAAACAuw0BegAAAACwwzAMm6fay5cvbzfvypUr1adPn2xNgX/z5s0sl83MpUuXXL5P68ELAAAAAAAAyBwBegAAAACw448//lBCQoJpW7Vq1WzyRUREqG/fvqbgvIeHh8LCwtSyZUvdc889Cg4Olq+vr3x9fU1lH330UV24cCFnPkAaOfF0fmpqqsv3CQAAAAAAUNARoAcAAAAAO3bt2mWzLTQ01Gbbyy+/bHr6PSwsTN98841q166daR0eHh7Za6SDihYtakq///77aty4cbb2Wa9evWyVBwAAAAAAuBsRoAcAAAAAOxYtWmRKV69eXRUrVjRti4+P16pVqyzpoKAgrVmzRoGBgQ7Vcfny5ew31AGlS5c2patWraqOHTu6pW4AAAAAAAD8j2duNwAAAAAA8pq//vpLq1evNm175JFHbPLt3bvXNLX9wIEDHQ7OR0ZG5ui682lVrVrVpm4AAAAAAAC4HwF6AAAAALDywgsvmNZY9/T01PDhw23yWa8fX6tWLYfr+Pnnn51qk6en+fLNMAyHy7Zv3z5bdQMAAAAAAMA1CNADAAAAQBpTp07V0qVLTdsGDx6s6tWr2+S1DpKnfZo+I4ZhaNq0aU61y8/Pz5S+fv26w2XDwsJMT/b//PPPOnLkiFP1AwAAAAAAIPsI0AMAAACApFu3bmncuHEaO3asaXtwcLAmTZpkt0xwcLApvXXrVofqmjZtmvbv3+9U+0qWLGlKnzhxwuGy3t7eeu655yxpwzA0YsQIJScnO9UGAAAAAAAAZA8BegAAAAB3tRs3bmjGjBm699579dFHH5neK1q0qBYtWqSyZcvaLdu4cWP5+PhY0kuWLNG2bdsyrG/lypU2gwAcUa9ePVN68eLFTpV/9tlnFRQUZElv3bpVffv21dWrVx3eR0JCgj755BP95z//capuAAAAAAAA3FYotxsAAAAAADnht99+061bt0zbkpOTdeXKFV25ckV///23duzYoT179tidLj4oKEiLFi1Sq1at0q3Dz89Pffr00fz58yVJKSkp6tKliz744AMNHjxYvr6+lrx//vmnpk6dqi+//FKpqakqW7asUlJSdOnSJYc+T2hoqEqXLq2YmBhJ0qZNm9ShQwf1799fISEhpoECktSxY0dTukSJElq4cKEeeOABy5PzK1asUL169fT888+rX79+CgkJsan39OnT2rlzp5YtW6YffvhB165d04QJExxqMwAAAAAAAMw8DOtFEwEAAAAgH6pSpYpOnjzpkn2Fh4dr6tSpNlPY23P8+HHdd999unbtmmm7r6+vatasqcKFCysqKkpnzpyxvOfl5aUffvhBo0aNsrS5cuXK+vvvvzOs6+2339Ybb7zh0GdI71JvwYIFeuKJJ3Tjxg2b98qVK6eyZcuqcOHCunr1qqKjo3X58mWbfBMmTNCbb77pUDsAAAAAAADwPzxBDwAAAAC6vcZ7nz59NGbMGNWvX9/hctWqVdPChQvVp08fxcfHW7bfuHFDBw8etMnv6+ur2bNnq0uXLk638dVXX1VERIS+/fZbp8veER4erho1amjQoEGKiIgwvRcVFaWoqKgMy3t5eal8+fJZrh8AAAAAAOBuxhP0AAAAAAoER56g9/Hxka+vr0qVKqXg4GDVqFFD9evXV6tWrdS0aVN5e3tnuf4//vhDL774on744Qe77xcqVEi9evXSu+++q5o1a9q02ZEn6O/49ddfNX/+fO3evVt//fWX4uLidPPmTVOezC71UlJSNG/ePH3xxRfavXu3UlJS0s1buHBhtWrVSl27dtWgQYNUrlw5h9oJAAAAAAAAMwL0AAAAAOBCUVFR2rJli86cOaPr16/L399f1atXV8uWLRUQEJDbzbPr6tWr2rFjh86dO6eYmBglJyerePHiKlu2rGrXrq1atWrJ19c3t5sJAAAAAACQ7xGgBwAAAAAAAAAAAADADTxzuwEAAAAAAAAAAAAAANwNCNADAAAAAAAAAAAAAOAGBOgBAAAAAAAAAAAAAHADAvQAAAAAAAAAAAAAALgBAXoAAAAAAAAAAAAAANyAAD0AAAAAAAAAAAAAAG5AgB4AAAAAAAAAAAAAADcgQA8AAAAAAAAAAAAAgBsQoAcAAAAAAAAAAAAAwA0I0AMAAAAAAAAAAAAA4AYE6AEAAAAAAAAAAAAAcAMC9AAAAAAAAAAAAAAAuAEBegAAAAAAAAAAAAAA3IAAPQAAAAAAAAAAAAAAbkCAHgAAAAAAAAAAAAAANyBADwAAAAAAAAAAAACAGxCgBwAAAAAAAAAAAADADQjQAwAAAAAAAAAAAADgBgToAQAAAAAAAAAAAABwAwL0AAAAAAAAAAAAAAC4AQF6AAAAAAAAAAAAAADcgAA9AAAAAAAAAAAAAABuQIAeAAAAAAAAAAAAAAA3IEAPAAAAAAAAAAAAAIAbEKAHAAAAAAAAAAAAAMANCNADAAAAAAAAAAAAAOAGBOgBAAAAAAAAAAAAAHADAvQAAAAAAAAAAAAAALgBAXoAAAAAAAAAAAAAANyAAD0AAAAAAAAAAAAAAG5AgB4AAAAAAAAAAAAAADcgQA8AAAAAAAAAAAAAgBsQoAcAAAAAAAAAAAAAwA0I0AMAAAAAAAAAAAAA4AYE6AEAAAAAAAAAAAAAcAMC9AAAAAAAAAAAAAAAuMH/Ax75IyIHX1NgAAAAAElFTkSuQmCC\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -686,7 +693,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -709,7 +716,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAB3QAAARHCAYAAAALAFK0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAuIwAALiMBeKU/dgAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nOzdeVzU5f7//yc7sokkiAsCai6YW2IulXuaWWqlpX5NK1ss7VQn9XPKU26dTott57SbWpbZYmUezVwqMzPNfcPMBXFDQBMB2Yf37w9+TrxhgBlgYNDH/XbjdvN6z/W+rtd7Zt4XOK+5rsvNMAxDAAAAAAAAAAAAAACX417TAQAAAAAAAAAAAAAAbCOhCwAAAAAAAAAAAAAuioQuAAAAAAAAAAAAALgoEroAAAAAAAAAAAAA4KJI6AIAAAAAAAAAAACAiyKhCwAAAAAAAAAAAAAuioQuAAAAAAAAAAAAALgoEroAAAAAAAAAAAAA4KJI6AIAAAAAAAAAAACAiyKhCwAAAAAAAAAAAAAuioQuAAAAAAAAAAAAALgoEroAAAAAAAAAAAAA4KJI6AIAAAAAAAAAAACAiyKhCwAAAAAAAAAAAAAuioQuAAAAAAAAAAAAALgoEroAAAAAAAAAAAAA4KJI6AIAAAAAAAAAAACAiyKhCwAAAAAAAAAAAAAuioQuAAAAAAAAAAAAALgoEroAAAAAAAAAAAAA4KJI6AIAAAAAAAAAAACAiyKhCwAAAAAAAAAAAAAuioQuAAAAAAAAAAAAALgoEroAAAAAAAAAAAAA4KJI6AIAAAAAAAAAAACAiyKhCwAAAAAAAAAAAAAuyrOmAwDKk5qaqp9++slajoiIkI+PTw1GBAAAAAAAAAAoLicnR8ePH7eWe/XqpeDg4BqMCAAuDSR04fJ++uknDRs2rKbDAAAAAAAAAAA4YOnSpRo6dGhNhwEAtR5LLgMAAAAAAAAAAACAiyKhCwAAAAAAAAAAAAAuiiWX4fIiIiJM5aVLl6pFixY1FA0AAAAAAAAAwJZDhw6Zts8r/tkuAKBiSOjC5fn4+JjKLVq0UNu2bWsoGgAAAAAAAACAPYp/tgsAqBiWXAYAAAAAAAAAAAAAF0VCFwAAAAAAAAAAAABcFAldAAAAAAAAAAAAAHBRJHQBAAAAAAAAAAAAwEWR0AUAAAAAAAAAAAAAF0VCFwAAAAAAAAAAAABcFAldAAAAAAAAAAAAAHBRJHQBAAAAAAAAAAAAwEWR0AUAAAAAAAAAAAAAF0VCFwAAAAAAAAAAAABcFAldAAAAAAAAAAAAAHBRJHQBAAAAAAAAAAAAwEWR0AUAAAAAAAAAAAAAF0VCFwAAAAAAAAAAAABclGdNBwAAAAAAAAAAAICqYxiGCgoKZBhGTYcC1Cpubm5yd3eXm5tbTYdiQkIXAAAAAAAAAACgFjMMQ9nZ2UpPT1d6erpyc3NrOiSgVvPw8JC/v78CAwPl7+8vDw+PGo2HhC4AAAAAAAAAAEAtlZmZqVOnTikvL6+mQwEuGRaLRWlpaUpLS5MkBQYGqmHDhjWW2GUPXQAAAAAAAAAAgFooMzNTx44dI5kLOFl6eroSEhJq7F4joQsAAAAAAAAAAFDLXEzmsk8uUD1ycnJ09OhR5eTkVHvfLLkMAAAAAAAAAABQixiGoVOnTpVI5np5eSkoKEgBAQHy8vKSm5tbDUUI1E6GYchisSgrK0vp6enKzMw03Wf5+flKSkpS06ZNqzUuEroAAAAAAAAAAAC1SHZ2domlXwMDA9W4cWOSuEAleXl5ydfXV/Xq1VNubq6OHz+u3Nxc6+MXLlxQXl6evLy8qi0mllwGAAAAAAAAAACoRdLT001lLy8vkrmAE3h7eysyMlLu7uaU6vnz56s1DhK6AAAAAAAAAAAAtUjxhG5QUBDJXMBJPD09FRQUZDpGQhcAAAAAAAAAAAA2GYZhWv5VkgICAmooGuDyUDyhm5eXV2IPa2cioQsAAAAAAAAAAFBLFBQUlDhWnXt5Apej4veYYRgkdAEAAAAAAAAAAFCSrSQSyy0DzlV8D13J9pcrnNZ/tfUEAAAAAAAAAAAAAHAICV0AAAAAAAAAAAAAcFEkdAEAAAAAAAAAAADARZHQBQAAAAAAAAAAAAAXRUIXqGWOHj0qNzc368/dd99d0yEBqEIzZsww3ePr1q0rs37Rur17966WGGsTxkwAAAAAAAAAtR0JXQAAAAAAAAAAAABwUSR0AQAAAAAAAAAAAMBFkdAFUGmX+5KmH3zwgen6P/jgg5oOCQBKdbmP2faIioqyPj9RUVE1HQ4AAAAAAAAucyR0AQAAAAAAAAAAAMBFkdAFAAAAAAAAAAAAABdFQhcAAAAAAAAAAAAAXBQJXQAAAAAAAAAAAABwUSR0AQAAAAAAAAAAAMBFedZ0AACqV0ZGhvbt26fff/9dZ8+eVVZWlurWrav69evr6quvVsuWLWs6RJPU1FRt3LhRiYmJSklJka+vr0JDQ9WpUyfFxMRUqu309HTt2LFDBw4cUGpqqnJycuTn56d69eopKipKMTExatCgQRVdSfUoKCjQb7/9poMHDyo5OVkWi0VhYWGKjo5Wjx495OXlVdMh2s2Zr70te/fu1f79+5WYmKiMjAw1aNBAY8eOLfM5O3HihPbt26f4+HidP39ekhQSEqLGjRure/fuqlevXpXH6UoOHDig3bt368yZM/rzzz+tr1GbNm3UoUMHeXt7V6jdY8eO6bffflNSUpLOnz+vkJAQhYeH69prr1VoaGgVX0XhdWzevFmnTp2Sh4eHwsLCdM0116hNmzZV0v7OnTsVFxen5ORkZWdnKywsTBEREbruuutUp06dKumjqK1bt+rQoUNKTExUdna2IiMjNXr06Crvp6rl5OTol19+0YkTJ5SYmCgPDw916dJFvXr1KvWcvLw8HThwQHFxcTp9+rTS09Pl7++vkJAQtW7dWldffbU8PV3nz93c3Fxt2rRJR48eVUpKigoKChQaGqorr7xS3bp1k4eHR02HCAAAAAAAAFdkAC5u7969hiTrz969e2s6pBoVHx9vej7GjRtX7jkHDhwwZsyYYXTr1s3w9PQ0nV/8Jzw83Jg5c6bx559/lttuZGRkmW2V9rNgwYJy2162bJnRs2fPMuNt2rSp8corrxjZ2dl2PHN/2bZtm3Hrrbca3t7e5cYaHR1tTJo0ydi3b5+pjeKvgyM/8fHxDsVrj6SkJGPixInGFVdcUWq/gYGBxtixY42jR4+W217btm1N5x46dMjhmDIyMoyAgABrGyEhIUZOTk655znjtf/xxx9N50+fPt0wDMPIy8sz/vOf/5S43os/586dM7WTl5dnrFy50hg/fny57383Nzeje/fuxtdff20UFBTY/bxNnz7d1M6PP/5YZv2idXv16mV3PxWVkpJiTJ061YiIiCjz+v39/Y1hw4YZK1assOv6LRaLMW/ePOOqq64qtU13d3ejW7duxrJly+yOt6wxc9WqVUZsbGyp/bVp08ahvopKS0szpk2bZjRq1KjU9n19fY1hw4YZe/bssbvdBQsW2BxPMzMzjVmzZhnR0dEl+qlbt65hGM4ds+0xbtw4m2Ph8ePHjQceeMAIDg4u0ffQoUNLtJOSkmK8+eabxqBBg0xjTGnvw/HjxxsHDx50OD57f+z5Pbxnzx5jxIgRZcYbHBxsTJo0yUhKSnL0qQUAAAAAl8FnudUjLy/PiIuLM/3k5eXVdFjAJa2m7zuWXAYuccuXL1erVq00Y8YMbdq0Sfn5+WXWP336tKZPn6527dppy5Yt1RTlX5KTk9WnTx8NGTJE69evLzPeY8eO6e9//7vat2+vw4cP29X+888/ry5duujrr79Wbm5uufXj4+P1xhtv6JNPPrH7Gqrb559/rhYtWujNN9/U2bNnS62Xnp6uhQsXqlWrVnrzzTfLbHPcuHGm8sKFCx2O68svv1RGRoa1PHLkyDJnbDr7tS/u3Llz6tOnj/72t79p3759dp0zcuRIDRo0SPPmzVNCQkKZdQ3D0K+//qpbb71Vw4cP14ULFyoUpyt59913FR0drRdffFHHjx8vs+6FCxe0dOlSDR48uNzn6uTJk+rSpYvGjx+vvXv3llqvoKBAmzZt0pAhQ3TTTTcpPT29QtchSVOnTtXAgQO1devWUuvs379fQ4YM0ezZsx1q+6efflKLFi30r3/9S6dOnSq1XnZ2tpYuXaqOHTtq2rRpDvVRVEJCgmJjY/XMM88oPj6+wu3UhLVr1+qqq67Se++9p9TU1HLrnzt3Tg0bNtTEiRO1cuVK0xhjy4ULFzRv3jxdddVV+uCDD6ooavvl5+frkUceUYcOHfTFF1+UGW9qaqreeOMNtWjRQitWrKjGKAEAAAAAAODqXGcNOgBOkZ2dXeJYnTp1FBERocDAQLm5uens2bNKSEhQQUGBtc7JkyfVu3dvbd26tcqWHS3PwYMHNXDgwBIJCTc3N0VGRqp+/frKyclRfHy86UPxP/74Q927d9eGDRvKXDJ63rx5evLJJ0scDwwMVFRUlPz9/ZWVlaU///xTJ06ckGEYVXdxTjJ37lxNmDDB9NpJUkBAgCIjI+Xl5aWjR4+aEiU5OTmaNGmSzp49q2eeecZmu2PGjNGTTz4pi8UiSfr44481Y8YMubm52R3bhx9+aCoXTxIX5ezXvrj8/HwNGTJEGzZssB6rV6+eIiIiJBUmyC4uoVyUrfspNDRUoaGhCgwMVHZ2tk6ePKkzZ86Y6nz11Vc6f/68Vq9eLXf32vldqscee0yvv/56ieMeHh5q2rSp6tevr+zsbJ0+fVopKSl2txsfH6/evXvr2LFjpuPu7u6KiopSSEiIUlJSSiSFV65cqT59+mjNmjUOL239j3/8Qy+99JK1HBgYqKZNm6pOnTpKSEgoEf8zzzyjtm3b6rbbbiu37RUrVmj48OEl3iu+vr6KioqSn5+fjh8/burDYrHoueee0+nTpzVv3jyHriUtLU0DBgzQH3/8YT0WFhamxo0bKycnp9xkek3asWOHxowZo8zMTOuxyMhIhYaG6ty5cyXeE1Lhc1X8yx4X34N169aVj4+Pzp8/r/j4eOXk5Fjr5OTk6J577pG7u7vGjh3rvIsqIjMzU7fddptWrVpV4rHw8HCFh4fL3d1dJ06cUHJysvWx9PR0DR06VIsXL9aIESOqJVYAAAAAAAC4NhK6wGXAw8NDN954o4YMGaK+ffuqWbNmJZJK6enpWrZsmWbNmmVNDGRmZmr06NHavn27zUTeokWLlJWVpaSkJI0ZM8Z6fMCAAZoyZUqp8bRt27bEsczMTA0dOtSU0IuOjtY//vEPjRgxwpSwyc/P19q1azVt2jRt375dkpSSkqI777xTmzZtko+PT4n2c3JyNHXqVNOx22+/XU8++aSuvvrqEteXnp6uLVu26Ntvv9XHH39cor3w8HCtWbNGkrR69WpTcmjKlCkaMGBAqdcfHh5e6mOO2L59uyZOnGhK5jZt2lRz5szRkCFDrM+DxWLR2rVr9cQTT5hmok6fPl1dunTRoEGDSrTdsGFD3XDDDfruu+8kSUeOHNGGDRt0/fXX2xXb8ePHtW7dOmu5devWuuaaa2zWdfZrb8v777+vpKQkSVL//v01c+ZMdevWzXpfGIah77//3ub+pvXr19cdd9yhwYMH65prrlH9+vVL1Dl06JDmz5+vV1991ZrY+/777/X666/r8ccftytGV/L666+XSOY2a9ZMzzzzjIYMGVIioXr8+HGtWrVKixcv1g8//FBqu/n5+Ro1apQpcefp6anJkyfrkUceUaNGjazHDx8+rOeff17vv/++9di2bdv00EMP6dNPP7X7WtavX299r3Xt2lWzZ89Wnz59rPusGoahn376SQ899JB+//1363l/+9vfNGTIkDL3Yz1+/LjGjBljSuZeccUVev755zVy5EgFBARYj//666+aOnWq6UsF8+fPV5cuXTRhwgS7r+e5556zvpfvvPNOPfXUU2rfvr318by8PK1du1ZS1Y7ZVeGhhx5SZmamfH19NXnyZE2YMEGNGze2Pp6amqrdu3fbPDc2Nla33XabBg4cqLZt25a49/Pz8/XTTz/ppZdeMiVUJ06cqD59+li/vFHU1KlTrc/LmDFjrM9rgwYNbP4euKjo+7T49RXtOyAgQI8//rjuueceRUdHm+ru2rVLzz77rJYsWSKpcNweP368OnXqpBYtWpTaNwAAAAAAQFXYtWuXtm7dquTkZPn4+Cg8PFw9evRQVFRUpdotKCjQb7/9poMHDyo5OVkWi0VhYWGKjo5Wjx495OXlVTUXcDmotsWdgQpi3wUzR/fQPXLkiF17pl6UlZVl3HTTTaY+vv322yqNyZYJEyaY2rjllluM9PT0Ms/Jzs42br31VtN5r7zyis26K1asMNUbO3as3bHl5OQYhw8fLvXx0va0dKaCggKjXbt2pn47dOhQYs/XorKzs42+ffuazmnYsKGRmZlps/7ixYtNdcePH293fP/6179M5/773/8uta6zX3vDKLmH7sWfxx57zO5rMgzD2Lhxo5GVlWV3/R07dhghISHW/ho3blzuvgqutofunj17DC8vL1M/w4cPt3v/4q1btxqpqak2H5szZ46pXW9vb2PlypVltvfee++VeB2//vrrUuuXtt/13XffbeTn55d6XnJycon9b5cuXVpmbDfffLOpfkRERJnjr8ViMe666y7TOX5+fsbJkydLPaf4eHPx57XXXisztqKqYsyuCFt71AYEBBg///yz3W1kZmYav/76q0P9zpo1y9Tn1KlTyz2n6H7DkZGRDvVnGIbx6aefmvps3ry5XXuRv/jii6bzhgwZ4nDfAAAAAFCT+Cy3etT0Xp6oXYp/Njp9+nTrY5988onRqlUrm583STK6du3q0Gc3FyUlJRkTJ040rrjiilLbDgwMNMaOHetQ/qIm1fR9VzvXfQRgt+joaEVGRtpd39fXVx999JHq1q1rPbZgwQJnhGZ1/Phx06y79u3b64svvjDNZrPFx8dHH3/8selbQq+//rp1meCiii5HKkkPP/yw3fF5e3urWbNmdtevDmvWrNGePXusZT8/Py1btkzBwcGlnuPj46OvvvrKNEM4MTGx1P2Bhw0bZnofLFmyxOaSw7YU3XPX3d3dNBuwqOp47UvTo0cPvfLKK3bXl6Tu3bvL19fX7vodO3bUiy++aC2fPHlSq1evdqjPmvbcc88pLy/PWr7uuuv02Wef2T0bunPnzqb30UUWi6XErN/nnntON954Y5nt3X///SVmsL788st2xXJRbGys3nvvPXl4eJRaJzQ0VE8//bTp2MqVK0utf+DAAdO+p+7u7lqyZEmZ46+7u7vmz5+vdu3aWY9lZmbq7bfftucyrEaOHKlHH33UoXNcxZw5c3TdddfZXb9OnTrq1q2bQ308/fTTptUFnL2XrmEYmjFjhrXs5+enVatWqXnz5uWeO2XKFNMyy//73/9K/P4CAAAAAACorNzcXI0ZM0ajR4/WgQMHSq23efNm9e7d26HPUz7//HO1aNFCb775ps6ePVtqvfT0dC1cuFCtWrXSm2++6Uj4lyUSugBKCAkJMS3Du3HjRqf29+abb5r2RHzppZfsThb5+fmZlrBNSEjQ1q1bS9TLysoylWv7Ug5Fk6CS9Pjjj6tp06blnle3bl1TokGS3nvvPZt1fX19dccdd1jL58+f19KlS8vtY/PmzaY/Avr166cmTZrYrFsdr31pZs2a5dCewBU1cuRIU+LQ2fdTVUpMTNTnn39uLV9MQFbFPsCrVq3S8ePHreXIyEi7k5L/+te/5OfnZy1v2LBB+/fvt7vvWbNm2TUGFH3/S7Iu823LvHnzTPtujxo1qtRlxovy9PQ0LdkuFe6NbTiwh/fs2bPtrutKmjZtqvvvv79a+vp//+//Wf+dnJysQ4cOOa2vVatWmZbrfvTRR+1K5l70z3/+0/pvwzD09ddfV2l8AAAAAAAA48aN06JFi6zlevXqqX379rr66qtLTBqyWCy67777tGXLlnLbnTt3rkaNGqX09HTT8YCAALVt21YdO3Ys0X5OTo4mTZqkWbNmVeKKLn0kdAHYVHR/v5MnTyolJcVpfX377bfWf4eHh6t///4OnV98v9qff/65RJ3iexyWtR9ibbB+/XpT+Z577rH73FGjRpn2ht22bZsyMzNt1h03bpyp/OGHH5bbftHZubbaKKo6XntbGjRooL59+zrUV0X5+/srLCzMWt6xY0e19FsVvv/+e9Os50GDBunKK6+skrZ/+uknU3ns2LFl7k9bVEhIiIYNG2Y6VvyeKE3dunU1cOBAu/sp+kWJogno4opfz7333mtXH5J0ww03mL70kJSUZPeszC5dutTaPVbvvPPOKvlygD2K71nrzPuw6LgmSXfddZdD57dv3960koK94xoAAAAAAIA9PvroI3366aeSpBtvvFG//vqrzp49q127dmnbtm06c+aMvv76a9Nn6haLRZMmTSqz3e3bt2vixIkqKCiwHmvatKk+//xznTlzRnv37tWOHTt05swZfffdd2rbtq3p/OnTp5e5Qt7lzr5PTgFcElJTU/Xll19qw4YN2rVrlxITE5WWllZqMq+oM2fOKDQ0tMpjOnfunPbu3WstX3311Q5/wF98ZqqtmXp9+/aVh4eHNTn16quvKjs7W5MnT3a55ZTLc/ToUSUlJVnLkZGRDs3+CgoKUmxsrDVJYLFYtGXLFvXq1atE3WuvvVZXXnmlDh48KKlwqefTp0+bkg1F5ebmWv8YkKTAwEDdeuutNutW12tvS2xsbKVn5+7bt09LlizR9u3bFRcXp3PnziktLc20PLEtZ86cqVS/1al4Iummm26qsrY3b95sKjuaYO/Xr59pufBNmzbpwQcfLPc8R99nYWFhOnbsmKTCWeq25OTkaOfOndayl5eXQ8sIu7u7q0+fPvroo4+sxzZt2qRWrVqVe649s4BdVWVjz8vL03fffafVq1dr165dOnLkiNLS0pSRkVHuDGdn3odF7xt/f3+1bt3a4TYiIiJ0+vRpSfaPawAAAAAA2CPfUqDE8/Ztq4bKaVjXV54erjev8siRI5IKt6myNSvWw8NDw4YNU0xMjDp16mTNH/z222/atWuXOnToUOIcwzB09913mz4b7dChg9atW1diRq6Hh4cGDhyo3r1766abbtIPP/xgfWz8+PE6fPiwaUISCpHQBS4DFy5c0MyZM/Wf//xHOTk5FWojNTW1iqMqdODAAdMH799++22lE21//vlniWMRERG69957NXfuXOuxt99+W2+//bY6d+6s/v37q2fPnurWrZtCQkIq1b+zJSQkmMrt27d3uI0OHTqYkg4XE1a2jB071rqXqMVi0aJFi/TEE0/YrLt8+XLT8z9ixAjT0rhFVddrb0vx2XqO2LNnjyZNmmT3jNDinHUvOcPhw4dN5djY2Cpru7Lv4+J/OJb1Hi6q6Gxpe/j7+1v/XXzp9otOnz6t3Nxca7l169by9vZ2qJ8OHTqYErr2Xk9l3ss1raKxG4ah+fPn66mnnlJycnKF2nDmfVg0AXvhwoVKz0K2d1wDAAAAAMAeieezdf2LP9Z0GJeFn6f2UUSI7c9Ga9rQoUPLXeK4ZcuWeuSRR/TCCy9Yj61cudJmQnfNmjXas2ePtezn56dly5aVSOYW5ePjo6+++kqtW7e2frE9MTFRn3zyicaPH+/oJV3yXO+rAQCq1JkzZ9S9e3e99NJLFU7mSqrUuWUpa1P0iiptFt1//vMf3XLLLSWOb9u2TS+88IIGDx6s+vXrq1OnTnrqqae0b9++Ko+tKpw7d85Url+/vsNtFD+neJtF3XXXXaZEa/EllYsqviRzWcstV+drX1xQUFCF2l++fLliY2MrnMyVnHcvOUPxRJKjydCyFH3Pubu7O/xFCkfew0X5+vo61I89qvueLKqi72VXUJHYCwoKNHbsWN13330VTuZKzrsPL1y4UOVt2zuuAQAAAAAA2Ou5556zq96dd95pKm/fvt1mvffff99Ufvzxx0usrmhL3bp1NWPGDNOx9957z67YLjfM0AUucSNGjDB9M0YqnK3ap08fxcTEqEmTJgoICFCdOnVMs4gWLlxomi3mLM6YJVV0jf6ifH199c033+jTTz/Viy++aFoi9SLDMLRz507t3LlT//73vzV48GC99tprLrVHZUZGhqlcdAahvYqfU3yT+qIiIyPVu3dv/fhj4Tf3du/erZ07d6pjx46memfOnDHtcRAdHa3rr7++1Har87UvzsvLy+G2//jjDw0fPtw0E9PNzU3XXHONevTooWbNmik8PFy+vr4lkoZjxowxLZNdWxR/XwQEBFRZ20Xfx6XN4i6LI+9hZ6vue7KoiryXXUVFYp89e3aJPdCDgoLUu3dvde7cWREREQoODpavr6+p/V27dmny5MmVjrk8zhjXyls+GgAAAAAAwBHt2rVTTEyMXXWvuuoqeXp6Kj8/X5J0/Phxm/WKT4C555577I5n1KhRevzxx62r423btk2ZmZkV+szwUkZCF7iELVu2TOvWrbOWAwMD9fbbb2vUqFHlLgH5/fffOzm6QsUH5T59+uipp56qVJv16tUr9TE3NzeNGjVKo0aNUlxcnNasWaN169Zpw4YNNvdUXLFihdavX68VK1aUmZysTsWTahcuXHC4jeLnBAYGlll/3Lhx1oSuVJjwL57Q/eSTT0x7JIwdO7bMJZSr+7WvrH/84x+mmXfXXHONPvzwQ7v2x6zsUtI1pfj7IiMjo0KzT20JCAiwzjy0Zx/v4hx9DztTTdyTl6OkpCTTEj+S9OSTT+qpp54q98sGF/dPd7bi41pISIg+++yzaukbAAAAAADAHo5sq+bl5aXg4GDrZ+e2VhI7evSoaTJLZGSkmjdvbncfQUFBio2NtW4RaLFYtGXLFvXq1cvuNi4HJHSBS9inn35qKr/77rsaNWqUXedW1559xZNDvr6+6t+/f7X0HRMTo5iYGD366KMyDEO///67Vq9erSVLlmjDhg3Weunp6Ro+fLgOHz5cpTMUK6p40rIiSxcXT16Xlwi9/fKIy8AAACAASURBVPbbNXHiRGvS6ZNPPtGLL74oT8+/fo0UXYrZzc1NY8eOLbPNmnztHZWRkaEVK1ZYyw0aNNB3331ndwLZ3uVzXU3xZZCTk5MVFRVVJW3Xq1fP+gdgQUGBzp0751BC3tH3sDPVxD15Ofrmm29M+xg/8MADdi8PVF2/04KDg03fWs3KynLZcQ0AAAAAAFyeHN1Wzd/f3/rZVdHPZi5KSEgwldu3b+9wTB06dLAmdCXp2LFjDrdxqWMPXeAStmnTJuu/r7jiCt1xxx12n1td+8dGR0ebyocOHaqWfotzc3NTmzZt9Oijj+rnn3/W+vXrTQnH5OTkalmC2h6RkZGm8q5duxxuo/g5xdssLiAgQLfffru1nJSUpFWrVlnL+/bt07Zt26zl6667Ts2aNSuzTVd57e2xfft201LLo0aNsjvhdujQoVq1b25RV155pam8devWKmu7su9jR9/DztSwYUN5e3tby7///rvp/WIPV7oeV1X0d5okPfzww3afW12/09zc3EyvXVZWlk6dOlUtfQMAAAAAANij+HZxjrC1NVTxySwVWeGv+Dm1dYKMMzFDF7iEFV3moEWLFvLw8LDrvLS0NFNyrjzFl292ZL+/Jk2aqEWLFtZk3sGDB3X8+HFFRETY3YYzXH/99Xr++ed13333WY9t2LBBDz30UIm6lbn+ioiKilKDBg2sr29CQoKOHDlSbgL1ovT0dFNiztPT065lNsaNG2eahbtw4UINHjzY+u/idcvjqq+9LcX3v23VqpXd5/7www9VHU61uf766/XOO+9Yy99++61DSbSydOvWTT/99JO1/MMPP6h37952n1/8ee3WrVuVxFUR3t7e6tSpkzZv3ixJys3N1YYNG9S3b1+7zjcMw7Q8vuTc66nuMauqVOd9WPQ5cvT56dOnjw4fPmzqe8yYMQ61AQAAAACAszSs66ufp/ap6TAuCw3rVjxxWptkZGSYyv7+/g63Ufyc9PT0SsV0KSKhC1zCin4I7chssfnz5ys7O9vu+sUHW0f3w7zxxhv1xhtvWMtvvPFGiX0Sa8K1115rKtvaY1eq/PVXRK9evfT5559byx988IFmzZpl17mLFy82LY0RGxtr1wbzffr0UWRkpHUJjWXLlik1NVVBQUH6+OOPrfXq1KmjESNG2BWLq772xRVP6Nh7PxmGobffftsZIVWLfv36mZaPXblypQ4ePFhi5m5F9OrVy/Raf/zxx3rmmWdMy3iX5ty5c/r6669Nx3r27FnpmCqjV69e1oSuVHhP2pvQXbNmjY4fP24tN2zYUC1btqzyGC+qiTGrKti6D+35RunOnTv166+/OtRX0eeoIr/T3n//fWv5jTfeIKELAAAAAHAZnh7uiggp/7NAwF7Ftym8uG2fI4qfExgYWKmYLkUsuQxcwsLDw63/3rdvn1JTU8s95+TJk5o5c6ZD/QQFBZlm/8bHxzt0/uOPP25K4vz3v//V9u3bHWrDGezd07L4PqOOXn9FFJ05LEmvvPKKTpw4Ue55aWlpmjFjhunY/fffb1efbm5uuuuuu6zl7Oxsff7551q7dq1pSdFbb71VQUFBdrXpqq99cUXvJUmmPZbL8vbbb2vnzp3OCKlaNGjQQCNHjrSWCwoKNH78eBUUFFS67QEDBqhp06bWcnx8vCm5X5ann37alGS7/vrr1bp160rHVBnjx4+Xm5ubtbxo0SK7VjqwWCyaOnWq6Vjx+7uqVXbMrikVuQ8tFkuFZpUXHdfPnj3r0LdChw0bphYtWljLmzdvrtVf7AAAAAAAAChL8c/Nz54963Ab9n4WfzkjoQtcwnr06GH9d25urp588sky66ekpOjmm2+2K/FblJeXl2k22c6dO03LTZanWbNmGj9+vLWclZWlm2++2eEZVT/88IMeeOABm489/fTT+vjjj60zDctjGIZefvll07HOnTvbrNu2bVtTedmyZcrLy7Orn4rq37+/aXP5CxcuaOjQoTp//nyp5+Tm5mrEiBFKTEy0HmvYsKFGjx5td79jx441lRcuXKgPP/zQdMye5ZYvqo7Xvip07tzZtEfqV199pY0bN5Z5zvLly/X3v//daTFVlyeffFI+Pj7W8s8//6yRI0favS/w1q1bbb4vPTw89Oijj5qO/eMf/9D3339fZnvz58/XW2+9ZTr2xBNP2BWLM7Vs2VI333yztVxQUKDbb7+9zC9aGIah++67z7R/rr+/vyZMmODUWCs7ZteUor/TpMJxvehqA8VZLBbde++9Do8nknlcNwxDX375pd3nenh4aPbs2aZjjz76qObOnetQDH/88YceeOABnTx50qHzAAAAAAAAqlNkZKSpXPSzLnsVP6d4myChC1zSiiff3nnnHY0bN866ZO5F6enpmjdvntq3b2+dTdimTRuH+howYID13xaLRT179tTMmTP19ddfa82aNVq7dq31p2hC8aJXX31VnTp1spYTExPVs2dP3XPPPdq0aZPNRGxGRoY2bNigadOmqXXr1urXr59Wr15tM749e/borrvuUuPGjfXQQw/pu+++s/lNoYKCAm3YsEEDBgzQ0qVLrcf9/PxKTXyGhYWpQ4cO1vLBgwfVvXt3vf7661q+fLnp2teuXevQctalcXNz04IFC+Tl5WU9tn37dnXs2FFffvmlaUnggoICrVmzRrGxsSWen/nz59u1ZOlFV155pSmp8ssvv5gSHY0bN1b//v0duhZnv/ZVwd/fX7fffru1bLFYNGjQIL333nslXs+DBw/q4Ycf1tChQ5WTk6OwsDBdccUVTovN2WJiYjRnzhzTsS+++EJt27bVhx9+qHPnzpU458SJE3r//ffVp08fdenSxWYdqTDJ1bVrV2s5JydHgwYN0rRp00qME0eOHNGDDz6o++67z7T07p133qmhQ4dW5hKrzFtvvaXg4GBrOSEhQZ06ddL8+fNLLBuzadMm9e7dWx988IHp+Jw5c9SoUSOnx1rZMbsm3HrrrabldrZv364+ffqYlrqWpPz8fK1atUpdu3a17u9dmd9pkvTQQw/pkUce0eLFi7Vq1SrT8xMXF1fi/JEjR+rBBx+0lvPy8vTAAw+oX79+Wr58uc2lh/Ly8rRr1y699tpr1lnnc+fOdfoXhAAAAAAAACojKipKDRo0sJYTEhJ05MgRu89PT0/X1q1brWVPT0/FxsZWaYyXBANwcXv37jUkWX/27t1b0yHVqPj4eNPzMW7cuDLr33TTTab6F3+aNWtmdO3a1WjVqpXh7e1temz06NHG9OnTTcd+/PHHMvs5cOCA4evra7Ov4j8LFiyw2cbx48eNdu3a2TzH39/faN26tdG1a1ejXbt2RpMmTQw3N7cS9SIjI222PXToUJvtNmzY0GjXrp3RrVs3o127dkZAQIDNem+//XaZ179w4UK7rl2SER8fX2ZbjnjvvfcMd3f3En0EBgYa7dq1Mzp27GjUq1fPZhwzZ86sUJ/vvvtuqdf2f//3fxVq05mvvWEYxo8//miqO336dIdjPHTokBEUFFSiX19fX6N9+/ZGly5djCZNmpge8/DwML799lsjMjLSrjgNw3D43itat1evXg5fl70ef/xxm6+Ph4eH0axZM6NLly5G+/btjdDQUIfe84cPHzaaNm1a4hx3d3ejefPmRpcuXYyoqCibfV999dXGn3/+WWbcjo6ZxfXq1ct0fnmWL19u+Pj4lIi1Tp06RkxMjNG5c2cjLCzM5vXce++95ba/YMECu8bT8lTFmO2ocePGVXosfPHFF23G2KBBA6NLly5Gu3btStynrVu3Nr755huHxoC8vDyjVatWdj0/pb2ncnNzjTvuuMPmOZ6entb3d6dOnYzo6OgSv4ud8TsDAAAAAJyNz3KrR15enhEXF2f6ycvLq+mw4KIq+9moPZ9tFv8M5Omnn7a7/eKfN3fr1s2h+KpLTd93zNAFLnGLFi3SNddcU+L4kSNHtHnzZh04cMA0m3PkyJFasGCBw/20bNlSH330UYkN0B3RpEkT/frrrxozZoxpL0qpcEnh33//XZs3b9aePXt04sQJ0yy9i4ruyWmPxMRE7dmzR5s2bdKePXuUkZFherxOnTp65513yl0C9a677tLUqVNLxO1s999/vxYvXlxik/j09HTt2bNHO3fuLDE70sfHR2+88YaeeeaZCvV5xx13lDqr15HllouqidfeUc2bN9cXX3xR4j2enZ2t3bt3a8uWLabldX19fbVo0SINGjTIqXFVl1deeUVvvvmm/Pz8TMctFouOHDmiLVu2aPfu3UpJSXGo3WbNmumXX37R1VdfbTpeUFCgw4cPa8uWLTp69GiJ8wYNGqR169a53H4agwcP1qpVqxQWFmY6npWVpbi4OG3btk3Jycmmxzw8PPTkk09q3rx51RZnVYzZNWHKlCmmma8XJSUlacuWLdqzZ4/S0tKsx9u1a6c1a9bYva/3RZ6envryyy/VvHnzCsfq5eWlzz77TC+88ILq1Kljeiw/P9/6/t6xY4fi4+NNv4svql+/folzAQAAAAAAXM19991nKr/yyitlbkV2UVpammbMmGE6dv/991dlaJcMErrAJS44OFjr16/X008/rbp165Zar23btvrkk0+0ePFi016hjhg+fLj++OMPPf/88xo4cKAiIiIUEBDgUJLT399fH330kXbu3KlRo0aZli8tTevWrfXoo49q48aNWr9+vc06c+fO1fz583X77bebln8oTUhIiCZMmKD9+/fbTB7Y8sILL2jnzp2aPHmyrrvuOoWFhTm0nHFF3XHHHTp06JAmTpyokJCQUusFBgZq7Nix+v333zVx4sQK9xccHGxzidvY2FiHlzUtylmvfVUaMGCAtmzZoltuuaXUOp6enho+fLh27dqlO++80+kxVaeHH35Yhw8f1t/+9rdy76Pg4GCNGjVK33//vaKiosqs26RJE23ZskXvv/9+iT2pi3Jzc1PXrl31zTff6Ntvvy3xRQZX0atXLx06dEhPPfVUmcsn+/r6atiwYdqxY4eee+65aoywUFWM2TXhnXfe0cKFC9WsWbNS64SFhWn27NnasmWLmjRpUqF+2rZtq927d2vBggUaPny4WrZsqbp168rDw8OhdqZOnar4+HhNnjzZri+ehIeHa8yYMfrqq6906tQpu35nAQAAAAAA1KT+/furffv21vKFCxc0dOhQnT9/vtRzcnNzNWLECNN2Xw0bNix168PLnZtha5oT4EL27dunq666ylreu3dvmR/4o3TZ2dn69ddftX//fp07d07e3t5q1KiRunTpopYtW9Z0eDYVFBRo+/bt+uOPP3TmzBmlpaXJz89PwcHBat68uWJiYhQaGupwu/Hx8Tpw4IASEhJ0/vx55ebmKiAgQKGhoWrXrp1iYmLk6enphCtyLovFot9++00HDx5UcnKyCgoKFBoaqmbNmqlHjx6mPXddnbNe+6qSmJion3/+WSdOnFBmZqaCgoLUokUL9ejRw65kdG1nGIZ27typ/fv3KyUlRenp6fL391d4eLhiYmJ01VVXOZz4uujYsWPavHmzkpKSlJaWpnr16qlhw4bq0aNHiZmvtcHOnTu1b98+JScnKycnR6GhoYqIiNB1111XYsYz7HfxPbht2zadOXNGhmEoLCxMV111lWJjYyv8/nO2Q4cOaefOnUpJSdG5c+fk6empunXrqmnTpmrTpk25X4AAAAAAAFfGZ7nVIz8/XwcPHjQdu/LKK2vl55lwvnXr1qlPnz7W8vTp00vMii1LVFSUEhISJEmRkZE2V9OTpO3bt6tbt27Ky8sznTtnzhzdcsst1olkBQUF+v777/XEE09oz549pjZWrlypG2+80e7YqlNN33ckdOHy+CMAAAAAAAAAAFwfn+VWj5pOLKF2qa6ErlS4UuaECRNUUFBgOh4YGKioqCh5eHgoISGhxDaBkjRz5swKbxNYHWr6vuPuvsxkZ2dr48aN+v33360zNJs0aaKuXbuWuXQhAAAAAAAAAAAAUJr7779fdevW1X333af09HTr8fT09BKzcS/y8fHRyy+/XKltAi8H7KFbA2bMmCE3N7cK/9x9990O95mSkqJJkyapfv366tevnyZOnKh//vOfmjp1qkaPHq3mzZsrNjZW33zzTdVfMAAAAAAAAAAAAC55d9xxhw4dOqSJEycqJCSk1HqBgYEaO3asfv/9d5K5dmCG7mVg3bp1GjFihM6cOVNmvW3btmnYsGEaO3as5s6da13PHAAAAAAAAAAAALVP7969VZndV8taYrk0YWFheuONN/T666/rt99+08GDB5WcnKyCggKFhoaqWbNm6tGjh7y8vCoc1+WGhO4lbsOGDbrpppuUlZVlOh4cHKzo6GidO3dOx48fl8VisT62cOFCZWRkaMmSJXJzc6vukAEAAAAAAAAAAFDLeXh4qHv37urevXtNh1LrkdB1AXPmzFGHDh3srt+oUSO76p07d0533nmnKZkbGRmp119/XUOGDLEma0+cOKFnn31W7777rrXeV199pVdffVV///vf7Y4LAAAAAAAAAAAAQNUioesCOnfurN69e1d5uy+99JJOnTplLUdHR2vDhg0lEsJNmjTRO++8o6ZNm2ratGnW47NmzdI999yjevXqVXlsAAAAAAAAAAAAAMrnXtMBwDlSUlL03//+13Rs7ty5Zc7uffLJJ9WzZ09r+fz585ozZ47TYgQAAAAAAACAS0W+pUDH/8y0+ZNvKajp8AAAtRgzdC9Rn376qTIyMqzlnj17ql+/fmWe4+bmpunTp5vqzZ8/X88++yx76QIAAAAAAABAGRLPZ+v6F3+0+djPU/soIsSvmiMCAFwqSOheor755htTefz48Xad16dPH0VHRys+Pl6SdPr0aW3atMmlNqxOS0tTampqlbYZFBQkd/fyJ6ynpaWpoMA536YLCAiQp2f5t2RGRoby8/OdEoOfn5+8vb3LrZeZmanc3FynxODr6ytfX99y62VnZys7O9spMXh7e8vPr/w/sHNzc5WZmemUGDw9PRUQEFBuvfz8fNOXN6qSu7u7goKCyq1XUFCgtLQ0p8QgScHBwXbVq+pxoSjGiEKMEYUYIwoxRvyFMaIQY0QhxohCjBF/YYwoxBhRiDGiEGPEXxgjCjFGFGKMKFSbx4jz5zNVkG37eTl/PlWB7o69f2vjGOHM1wQALmckdC9BGRkZWr9+venYgAED7DrXzc1N/fv319y5c63Hli9f7lIJ3Y8++khhYWFV2uZjjz1m1x9p8+fPd9p/5O6++25FRUWVW2/JkiU6evSoU2IYNmyYOnbsWG691atXa+fOnU6JoXfv3nbtKb1p0yatW7fOKTF07NhRw4YNK7deXFycli5d6pQYoqKidPfdd5db78SJE/rggw+cEkNwcLAee+yxcuulpaXptddec0oMkjRjxgy76jkzBsaIQowRhRgjCjFG/IUxohBjRCHGiEKMEX9hjCjEGFGIMaIQY8RfGCMKMUYUYowoVJvHiPNZeUrbGm+z3rx3dqtuHS+HYqiNY0RycrJT4gCAyx176F6C9u3bp7y8PGs5Ojpa4eHhdp9/7bXXmsrO+kMZAAAAAAAAAAAAQNmYoesicnJydOTIEZ09e1ZeXl664oor1KhRI7uWWSlu//79pnJMTIxD5xevX7w9AAAAAAAAALgcZedZlJKeYy2fz/prYk1GjnOWJQcAgISuC5g4caKOHDlSYv8NT09Pde7cWYMGDdLDDz+s0NBQu9o7cOCAqRwREeFQPMXrJyQkKDs72659RAAAAAAAAADgUpOVa9GUJbu0Ji5JOfl/7Veb+ovtJZYBAKhKJHRdQFxcnM3j+fn52rx5szZv3qwXXnhBkydP1vTp0+Xh4VFme8X3KWjSpIlD8TRo0ECenp7Kzy/8RllBQYHOnj2rxo0bO9ROabGlpKQ4dM6hQ4cq3S8AAAAAAAAAVNSUJbu0fHdiTYcBALhMkdCtJbKysjR79mz9/PPP+t///qeAgIBS62ZkZJjK/v7+DvXl5uamOnXqKD09vdQ2K+qtt97SzJkzq6QtAAAAAAAAAHC27DyL1sQl1XQYAIDLmJthGEZNB3G5mTFjhmbNmqXu3btr8ODBuuaaa9SmTRuFhITI3d1dZ8+e1fbt27V8+XJ9+OGHJZZiHjx4sL755ptSZ+oOHjxY3377rbX89ttva8KECQ7F2KBBA9NM361bt6pz584OtWHLjBkzKp3Q3bhxo9q0aVPpWIoKCgqSu7t7ufXS0tJUUFBQbr2KCAgIkKdn+d+xyMjIsM6ermp+fn7y9vYut15mZqZyc3OdEoOvr69dy3tnZ2eXuDeqire3t137V+fm5iozM9MpMXh6epb5xY2L8vPzq+wLF8W5u7srKCio3HoFBQVKS0tzSgySFBwcbFe91NRUp8XAGFGIMaIQY0Qhxoi/MEYUYowoxBhRiDHiL4wRhRgjCjFGFGKM+AtjRCHGiEKMEYVccYw4/memrn/xR9txZJf/PHh7umvD//WVr1fZKy8WVxvHiP3796tHjx7W43v37lXbtm2dEtvlLD8/XwcPHjQdu/LKK+16rQBUTE3fd9zdNWDAgAEaPXq0WrZsafPxRo0aqVGjRrr55pv1z3/+UyNHjtQvv/xifXzFihV666239Mgjj9g8v/gflfb8QVycj4+PqZyVleVwG84SFBRk93+6nNF3TbPnj2pn8/Pzs+s/GM5k73+0nMnb27tC91dV8vT0rLH74SJ3d/caj0Gy/8MYZ2KMKMQYUYgxohBjxF8YIwoxRhRijCjEGPEXxohCjBGFGCMKMUb8hTGiEGNEIcaIQq4yRrj7ln9v3Ni+ocJDr3BaDK40RrhCLABwKSKhWwOKfkOpPE2aNNHatWvVt29f/frrr9bjzz77rMaPH2/zj9jif1RW5JuLOTk5ZbZZUQ8//LBGjBjh0DmHDh3SsGHDqqR/AAAAAAAAAKgOPp7uuiGmgV4a3qGmQwEA1HIkdGsBX19fLVy4UG3atLEubZOcnKzVq1fbTHQW/8ZkRZaBKT4jt6q+hRkWFqawsLAqaQsAAAAAAAAAatIXE7orPMj2ZJjQQB+Hl1kGAMCW8hfgh0to0aKFhgwZYjq2evVqm3WLJ18vXLjgUF+GYTgtoQsAAAAAAAAAl4rwIF9FhPjZ/CGZCwCoKiR0a5F+/fqZygcOHLBZr/gM2BMnTjjUT1JSknUmsFS4H0X9+vUdagMAAAAAAAAAAABA5ZHQrUUiIiJM5ZSUFJv1WrVqZSofO3bMoX6K14+MjKyyPXQBAAAAAAAAAAAA2I89dGsRLy8vUzkvL89mvdatW5vKcXFxDvWzf//+MtsDAAAAAAAAgNoqO8+ilPQcu+ufTst2YjQAAJSPhG4tcvr0aVM5NDTUZr22bdvKy8vLmvA9evSoEhMT1bBhQ7v6+eWXX0zljh07ViBaAAAAAAAAAHAdWbkWTVmyS2vikpSTX1DT4QAAYDeWXK5FNmzYYCoXX4L5osDAQPXs2dN0bM2aNXb1YRiG1q5dazp2yy23OBAlAAAAAAAAALieKUt2afnuRJK5AIBah4RuLZGamqovv/zSdKxfv36l1h8yZIipPG/ePLv6+fHHHxUfH28tN2jQQF27dnUgUgAAAAAAAABwLdl5Fq2JS6rpMAAAqBASurXE5MmTlZqaai17e3tr0KBBpdYfOXKk/P39reX169frhx9+KLMPwzA0c+ZM07F77rlH7u68TQAAAAAAAADUXinpOVU+M9fH012hgT5V2iYAALaQqatmzz//vLZt22Z3/fz8fD3xxBMlZthOmDChzD1xw8LCNGnSJNOx++67T6dOnSr1nH//+99av369tVy3bl1NmTLF7lgBAAAAAAAA4HJxQ0wD+Xp51HQYAIDLAAndavbdd98pNjZW1157rV5//XXt3btX+fn5JeqdP39eixcvVpcuXfTKK6+YHmvevLmeeeaZcvuaOnWqwsPDreX4+Hj16NFDy5Ytk2EY1uMnTpzQhAkTNG3aNNP506ZNU0hIiKOXCAAAAAAAAAAuIzvPohPnsqqsPR9Pd93cvqFeGt6hytoEAKAsnjUdwOVq48aN2rhxoyTJx8dHTZo0Ud26deXh4aGzZ8/q6NGjKigouQRIeHi4Vq5cqSuuuKLcPkJCQvTZZ59p4MCBys7OliQlJCRo6NChCg4OVnR0tFJTU3Xs2DFZLBbTuUOHDtXkyZOr4EoBAAAAAAAAoPpl5Vo0ZckurYlLKnO55S8mdFd4kK/d7YYG+jAzFwBQrUjouoCcnBwdPny43Ho33XSTFixYoLCwMLvb7tmzp1asWKERI0bozz//tB5PTU3Vjh07bJ4zevRozZ8/X25ubnb3AwAAAAAAAACuZMqSXVq+O7HceuFBvooI8auGiAAAqBiWXK5m06ZN04QJE9S2bVt5eJT/La6AgACNGDFCP/30k1asWOFQMveivn37Ki4uTg899JD8/Er/w6RTp0768ssvtWjRIvn4+DjcDwAAAAAAAAC4guw8i9bEJdV0GAAAVAlm6FazG264QTfccIMkKTMzU3FxcTp69KgSExOVkZGhgoICBQcHq169eoqJiVG7du3sSvyWp0GDBnrrrbf08ssva+PGjdq/f79SU1Pl7e2txo0bq2vXrmrRokWl+wEAAAAAAACAmpaSnlPmMssX+Xi6KzSQyS0AANdGQrcG+fn5KTY2VrGxsdXWZ506ddSvXz/169ev2voEAAAAAAAAgKqWnWdRSnqOzcdOp2Xb1cYNMQ3YDxcA4PJI6AIAAAAAAAAAao2sXIumLNmlNXFJds3CtcXH0103xDTQS8M7VHF0AABUPRK6AAAAAAAAAIBaY8qSXVq+O7HC5y++v5s6NQ1mZi4AoNZwr+kAAAAAAAAAAACwR3aeRWvikirVRpN6dUjmAgBqFRK6AAAAAAAAAIBaISU9p8LL/1NtXgAAIABJREFULEuFSy2HBvpUYUQAADgfSy4DAAAAAAAAAFxGdp5FKek5Nh87nZZdqbZviGnA7FwAQK1DQhcAAAAAAAAAUOOyci2asmSX1sQlVWoWri0+nu66IaaBXhreoUrbBQCgOpDQBQAAAAAAAADUuClLdmn57sQKn//FhO4KD/K1+VhooA8zcwEAtRYJXQAAAAAAAABAjcrOs2hNXFKl2ggP8lVEiF8VRQQAqKjc3Fxt2rRJR48eVUpKigoKChQaGqorr7xS3bp1k4dHxb9gk5eXpz179mjv3r06e/asLly4IB8fHwUGBioyMlItW7ZU8+bNq/BqXAMJXQAAAAAAAABAjUpJz6nUMss+nu4KDfSpwogAoPaaMGGC3n33XWt50aJFGj16tMPtXH311dqxY4e1HBcXpzZt2pRaf+/evZo1a5ZWrlypjIwMm3WCg4M1ZswYPf300woLC7M7ltOnT+vZZ5/VJ598onPnzpVZt379+urbt6/uvfdeDRw40O4+XJl7TQcAAAAAAAAAAEBl3BDTgCWVAeD/9+CDD5rK77//vsNtbNu2zZTMve6660pN5ubn5+uRRx5Rhw4d9MUXX5SazJWk1NRUvfHGG2rRooVWrFhhVyxr1qxR69at9eabb5abzJWkM2fO6PPPP9fs2bPtar82YIYuAAAAAAAAAMDpsvMsSknPsfnY6bTsCrXp4+muG2Ia6KXhHSoTGgBcUjp16qRrrrlGv/32myRp3bp1OnTokFq0aGF3G3PnzjWV77//fpv1MjMzddttt2nVqlUlHgsPD1d4eLjc3d114sQJJScnWx9LT0/X0KFDtXjxYo0YMaLUOPbt26dbbrlFOTnm3x8+Pj6KiopS3bp1ZbFYdP78eSUkJCgvL8/ua6xNSOgCAAAAAAAAAJwmK9eiKUt2aU1cUoWWVf5iQneFB/nafCw00IeZuQBgw4MPPmhN6BqGoffff1/PP/+8XedeuHBBixcvtpaDg4NLTbo+9NBDpmRuQECAHn/8cd1zzz2Kjo421d21a5eeffZZLVmyRJJksVg0fvx4derUqdRk89SpU03J3I4dO+rZZ5/VDTfcIG9vb1PdvLw87d27VytXrtSnn35q17XWFiR0AQAAAAAAAABOM2XJLi3fnVjh88ODfBUR4leFEQGXMUu+lPb/sXf/4U3W9/7HX4mBO5QmYmdIQEpFccO4Y6du06rT+SPiUae4lTN0CG4idh43dRrPdO7a/HXc7FGnbuwom5vi/NXIdJYdMQwRHUenTtLN4EERQaXNIr8aoEnDTb5/8G1maKFpeqdJ2+fjunpd+dz35/O+37ncLqVv3u/7o1JnMTy4D5L2K10ZbsaMGfre976nrVu3SpJ++9vf6pZbbtGIESN6Pfvkk0+qvb09u/7GN76hUaNGddv3xBNP6OGHH86uDz30UC1evFiHHnpoj3G7RjI3Njbquuuuk7S7U/eaa67RM888023/1q1b9fzzz2fXU6ZM0YoVK3rMRZJGjBiho446SkcddZRuuOEGvf32271+18GCgi4AAAAAAAAAoCiSaVPhaKzUaQDo0v6RdM+Rpc5ieLiyRTqgpmSPr6io0EUXXaSf//znkqRYLKZnn31WX/3qV3s9m8+45Uwmox//+Mc5z9tXMfeTgsGgXnvtNTU1NUmSnn32Wa1evVqf/vSnc/atXbtWO3fuzK4vvvjivRZzezJlypS895Y7e6kTAAAAAAAAAAAMTfFEqqAxy10Mh10el2FhRgAwfDQ0NOSs9yzU9uStt97S//7v/2bXX/jCF1Rb2/095YsXL87pgL3yyivzKuZ2ufHGG7OfM5mMfv/733fb09HRkbPOp7t4qKKgCwAAAAAAAADIWzJt6oNNO/L6aWtP9utZAb+Xd+QCQIGOOOIInXDCCdn1888/r/Xr1+/zzK9+9aucdU/duZL0xz/+MWd90UUX9Sm3I488Uj6fL7t+6aWXuu0ZP358zvrJJ59UOp3u03OGCkYuAwAAAAAAAAB61dFpKhiKKByN9avrNh+Gw66A36vG+u5dYQCA/DU0NOjPf/6zJGnXrl369a9/rZtuuqnHvalUSgsWLMiuKysrdcEFF/S495MF2NGjRxc03ri6ulptbW2SpFWrVnW7X1NTo8MOO0zvvPOOJOnVV1/VmWeeqVtuuUXHH398n583mFHQBQAAAAAAAAD0KhiKqLml1bJ4TQ118rmdPd7zuAw6cwHAAtOnT9dVV12ljRs3SpIefPBB/ehHP5Ld3n2I78KFC7P7JGnGjBmqrKzsMe4nC7Dbt2/vMV5fbNq0qcfrP/7xj/WNb3wju166dKmWLl2qgw8+WFOnTtXJJ5+s448/XjU1pXtf8UBg5DIAAAAAAAAAYJ+SaVPhaMzSmD63U9VVFT3+UMwFAGsYhqHZs2dn1x9++KGee+65HvfmO255+/btSqVS1iUpaevWrT1ev/DCC3XLLbfIZrPlXH///fd1//3368ILL9TBBx+sgw8+WHPnztXSpUuVyWQsza0c0KELAAAAAAAAANineCJl6Zhlw2GXx2VYFg9AntwHSVe2lDqL4cF9UKkzyLrssst01113Zdfz58/XWWedlbNnzZo1euGFF7LrI488Ul/84hd7jLdlyxbLc9xXEfbGG29UIBDQzTffrMWLF8s0zW571q1bp/nz52v+/Pn67Gc/q7vuukuBQMDyPEuFgi4AAAAAAAAAYEAF/F66cIFS2M8hHTC0R9Oiu09/+tM65ZRTsgXb5uZmtbW1yefzZff86le/yimq7q07V5IqKipy1lVVVXriiScszjrXscceq0WLFqm1tVXPP/+8li1bpuXLl+u9997rtvfvf/+7pk6dqjvvvFNXX311UfMaKBR0AQAAAAAAAABKpk3FEz2P0GxrT1ryDMNhV8DvVWN9rSXxAAD5aWhoyBZ0d+7cqd/85je6/vrrs+vf/va32b2jRo3SzJkz9xprzJgxcjgc2rlzpySpo6NDp59+evGS/4Rx48Zp9uzZ2THSGzZs0NKlS/X000/rD3/4g9LptKTdHb/XXHON6urqdNxxxw1IbsVEQRcAAAAAAAAAhrGOTlPBUEThaKygscpNDXXyuZ157fW4DDpzAaAEzj//fI0dO1b/+Mc/JO3uyP3+978vm82W7djtMn36dI0ZM2avsWw2m2pqarRmzRpJuwu6GzZs0Pjx44v7JXowfvx4zZw5UzNnztS6des0ffp0vfbaa5J2F3XvvvvuoncPDwR7qRMAAAAAAAAAAJROMBRRc0trwe/I9bmdqq6qyOuHYi4AlMaIESP0rW99K7t+7733tHTpUkm736n7Sfsat9zllFNOyVl3xSqlmpoaPfrooznXXn755RJlYy0KugAAAAAAAAAwTCXTpsLRWKnTAAAMgLlz58pms2XX8+fP14cffqjFixdnr02ZMkUnnnhir7HOPPPMnPXPf/5z6xLth8mTJ8vr9WbXH3/8cQmzsQ4FXQAAAAAAAAAYpuKJVMGdudLud+J6XIaFGQEAimXSpEk644wzsuvf//73uuOOO2SaZvZaPt25kjRt2jRNnjw5u3711Vf1y1/+0rpkC9TZ2an29vbs+oADDihhNtahoAsAAAAAAAAAQ1wybeqDTTu6/bS1J/sVN+D3MkYZAAaRhoaG7OfOzk7dd9992fXIkSM1a9asvOLst99+uuWWW3KuXXnlld3GN/dm9erVmjt3rj766KNu9x599FHdfvvt2rx5c97xfvGLX6ijoyO7PuaYY/qUT7lylDoBAAAAAAAAAEBxdHSaCoYiCkdj/erE3ZPhsCvg96qxvtaymACA4jvnnHM0fvx4bdiwodu9888/XwceeGDesWbMmKFly5bp/vvvlySl02nNnTtXjz/+uK6++mqdcsopGj16dM6ZdDqtaDSqF154QU899ZT+/Oc/K5PJ6IYbbugW/x//+IduuOEG3XrrrfrXf/1Xfe1rX9Pxxx+vmpqabntXr16te++9V/Pmzcu5nm/HcbmjoAsAAAAAAAAAQ1QwFFFzS2tBZ5sa6uRzO3u853EZdOYCwCDkcDg0Z84c3Xzzzd3uFVL8vO+++7R582Y9+eST2WtLly7V0qVL5XA4VFNTo6qqKu3cuVNbtmzRRx99pM7Ozj49Y8eOHXrqqaf01FNPSZLGjBkjn8+nMWPGqLOzUx988IHi8Xi3czNmzNC0adP6/J3KEQVdAAAAAAAAABiCkmlT4Wis4PM+t1PVVRUWZgQAKAdz5szRbbfdlvPu3EMOOUSnnnpqn2ONGDFCTzzxhI455hj9+Mc/zhl3vHPnTq1Zs0Zr1qzZZ4wDDzxQo0aNyvuZW7Zs0ZYtW/a559JLL+3WrTuY8Q5dAAAAAAAAABiC4olUwWOWDYddHpdhcUYAgHJQXV2t008/PefanDlzZLPZCo553XXXae3atbr22ms1ceLEXvf7fD7NnDlTCxcu1IYNG+T1ervtueyyy/TMM89ozpw5mjx5cq8xDcPQ+eefr5deekkPPPCAHI6h09c6dL4JAAAAAAAAAAwzybSpeCLV47229mTBcQN+LyOVAWCIymQyevvtt7Nrh8Ohb37zm/2O6/V61djYqMbGRr377rtauXKl4vG4Nm/eLIfDof33318TJ07U4YcfroMPPrjXeKNGjdK5556rc889V5IUj8cVjUb13nvvadOmTdqxY4cqKip0wAEHaMqUKaqtre32zt6hgoIuAAAAAAAAAAwyHZ2mgqGIwtFYwV24PTEcdgX8XjXW11oWEwBQXsLhsNatW5ddn3POOfL5fJY+Y/LkyXl11faFx+PRySefrJNPPtnSuIMBBV0AAAAAAAAAGGSCoYiaW1oLPt/UUCef29ntusdl0JkLAEPc/fffn7O+7LLLSpQJ8kVBFwAAAAAAAAAGkWTaVDga61cMn9up6qoKizICAAwWq1ev1tNPP51dT548WVOnTi1hRsiHvdQJAAAAAAAAAADyF0+k+jVm2XDY5XEZFmYEABgMTNPU5Zdfrl27/vnvkKuuuko2m62EWSEfdOgCAAAAAAAAwDAS8HsZqwwAw8Abb7yhzZs3a+fOnVq7dq0eeOABrVy5Mnt/4sSJmjNnTgkzRL4o6AIAAAAAAABAmUmmTcUTqR7vtbUnC4ppOOwK+L1qrK/tT2oAgEHimmuu0YsvvrjX+/PmzZNhMLFhMKCgCwAAAAAAAABloqPTVDAUUTgaK2isclNDnXxuZ4/3PC6DzlwAgGw2m26//XadffbZpU4FeaKgCwAAAAAAAABlIhiKqLmlteDzPrdT1VUVFmYEABgKHA6HvF6vTjjhBH33u9/VCSecUOqU0AcUdAEAAAAAAACgDCTTpsLRWKnTAAAMEcuWLSt1CrCIvdQJAAAAAAAAAACkeCJV0JjlLobDLo+LdyECADDU0KELAAAAAAAAACWUTJuKJ1Jqa0/2K07A7+UduQAADEEUdAEAAAAAAACgBDo6TQVDEYWjsX535gb8XjXW11qYHQAAKBcUdAEAAAAAAACgBIKhiJpbWvPa29RQJ5/b2eM9j8ugMxcAgCGMgi4AAAAAAAAADLBk2lQ4Gst7v8/tVHVVRREzAgAA5cpe6gQAAAAAAAAAYLiJJ1J5j1k2HHZ5XEaRMwIAAOWKgi4AAAAAAAAADKBk2tSHmzvy3h/wexmpDADAMMbIZQAAAAAAAAAYAB2dpoKhiMLRWF7duYbDroDfq8b62gHIDsBgYbPZul3LZDIlyAQYPnbt6v7vbbt94PpmKegCAAAAAAAAwAAIhiJqbmntdV9TQ518bqc8LoPOXADd9FRESqfTGjFiRAmyAYaHdDqds7bZbD3+5YpiYeQyAAAAAAAAABRZMm0qHI3ltdfndqq6qoJiLoAe2Ww2jRw5Mufatm3bSpQNMDy0t7fnrEeMGEFBFwAAAAAAAACGkngilfeYZY/LGICMAAxmLpcrZ93e3s7YZaBIdu7c2a2gu//++w9oDhR0AQAAAAAAAKBMBPxeOnMB9GrPgm46ndZHH31EURewWGdnp9atW9ftHboDXdDlHboAAAAAAAAA0EfJtKl4IpX3/rb25D7vGw67An6vGutr+5sagGHA6XRqxIgROe/1TCQSWrNmjdxutyorK+VwOHp83y6AvctkMjJNUzt27NC2bdu0Y8eObn9RYvTo0QP+zmoKugAAAAAAAACQp45OU8FQROFoLK8Ryvl47NLjdNTEMXTmAsibzWbT+PHjtX79+pxiUzqd1saNG7Vx48YSZgcMXSNGjJDX6x3w5/JXMwAAAAAAAAAgT8FQRM0trZYVcyVpwgGjKOYC6LOKigpNnDhRNput1KkAw4JhGKqpqZFhDPy77inoAgAAAAAAAEAekmlT4Wis1GkAQFZXUXegx78Cw43L5VJNTU3J/r/GyGUAAAAAAAAAyEM8kbK0M1fa/e5cj2vgO30ADB0VFRU69NBDlUql1N7erkQioc7OzlKnBQxq++23nyorK1VZWanRo0drv/1KO0mDgi4AAAAAAAAA7EMybSqeSKmtPWl57IDfy7hlAP1ms9nkdDrldDo1duxYZTIZ7dq1K+f9ugB6Z7PZZLfby26UOQVdAAAAAAAAAOhBR6epYCiicDRWlM7cgN+rxvpaS+MCgLS7KFXqjkIA1qGgCwAAAAAAAAA9CIYiam5pzWtvU0OdfG5n3rE9LoPOXAAAkBcKugAAAAAAAACwh2TaVDgay3u/z+1UdVVFETMCAADDlb3UCQAAAAAAAABAuYknUnmPWTYcdnlcRpEzAgAAwxUFXQAAAAAAAADoh4Dfy/hkAABQNIxcBgAAAAAAADDkJNOm4olUwefb2pO97jEcdgX8XjXW1xb8HAAAgN5Q0AUAAAAAAAAwZHR0mgqGIgpHY3mPTO6rpoY6+dxOeVwGnbkAAKDoKOgCAAAAAAAAGDKCoYiaW1qL+gyf26nqqoqiPgMAAKAL79AFAAAAAAAAMCQk06bC0Vip0wAAALAUBV0AAAAAAAAAQ0I8kSramOUuhsMuj8so6jMAAAA+iZHLAAAAAAAAAAaNZNpUPJHq8V5be7Lozw/4vbw3FwAADCgKugAAAAAAAADKXkenqWAoonA0VvQu3J4YDrsCfq8a62sH/NkAAGB4o6ALAAAAAAAAoOwFQxE1t7QWfL6poU4+t7Pg8x6XQWcuAAAoCQq6AAAAAAAAAMpaMm0qHI31K4bP7VR1VYVFGQEAAAwce6kTAAAAAAAAAIB9iSdS/RqzbDjs8rgMCzMCAAAYOHToAgAAAAAAABhwybSpeCKV19629mS/nhXwexmXDAAABi0KugAAAAAAAAAGTEenqWAoonA01q+u23wYDrsCfq8a62uL+hwAAIBioqALAAAAAAAAYMAEQxE1t7RaFq+poU4+t7PHex6XQWcuAAAY9CjoAgAAAAAAABgQybSpcDRmaUyf26nqqgpLYwIAAJQTe6kTAAAAAAAAADA8xBMpS8csGw67PC7DsngAAADliIIuAAAAAAAAgEEp4PcyUhkAAAx5jFwGAAAAAAAAYJlk2lQ8kerxXlt70pJnGA67An6vGutrLYkHAABQzijoAgAAAAAAAOi3jk5TwVBE4WisoLHKTQ118rmdee31uAw6cwEAwLBBQRcAAAAAAABAvwVDETW3tBZ83ud2qrqqwsKMAAAAhgbeoQsAAAAAAACgX5JpU+ForNRpAAAADEkUdAEAAAAAAAD0SzyRKmjMchfDYZfHZViYEQAAwNDByGUAAAAAAAAAOZJpU/FEKu/9be3Jfj0v4PfyTlwAAIC9oKALAAAAAAAAQJLU0WkqGIooHI31q+M2X4bDroDfq8b62qI/CwAAYLCioAsAAAAAAABAkhQMRdTc0mppzKaGOvnczh7veVwGnbkAAAC9oKALAAAAAAAAQMm0qXA0Znlcn9up6qoKy+MCAAAMF/ZSJwAAAAAAAACg9OKJlOVjlg2HXR6XYWlMAACA4YaCLgAAAAAAAICiCPi9jFQGAADoJ0YuAwAAAAAAAMNcMm3qw80dlsUzHHYF/F411tdaFhMAAGC4oqALAAAAAAAADFMdnaaCoYjC0dg+xy03NdTJ53bmHdfjMujMBQAAsAgFXQAAAAAAAGCYCoYiam5p7XWfz+1UdVXFAGQEAACAPfEOXQAAAAAAAGAYSqZNhaOxUqcBAACAXlDQBQAAAAAAAIaheCK1zzHLXQyHXR6XMQAZAQAAoCeMXAYAAAAAAACGgGTaVDyRynt/W3syr30Bv5f34QIAAJQQBV0AAAAAAABgEOvoNBUMRRSOxvLquM2X4bAr4Peqsb7WspgAAADoOwq6AAAAAAAAwCAWDEXU3NJqaczHLj1OR00cQ2cuAABAGeAdugAAAAAAAMAglUybCkdjlsedcMAoirkAAABlgoIuAAAAAAAAMEjFEylLxyxLu0cte1yGpTEBAABQOEYuAwAAAAAAAINMMm0qnkiprT1peeyA30t3LgAAQBmhoAsAAAAAAAAMEh2dpoKhiMLRWFE6cwN+rxrray2NCwAAgP6hoAsAAAAAAAAMEsFQRM0trXntbWqok8/tzDu2x2XQmQsAAFCGKOgCAAAAAAAAg0AybSocjeW93+d2qrqqoogZAQAAYCDYS50AAAAAAAAAgN7FE6m8xywbDrs8LqPIGQEAAGAgUNAFAAAAAAAAhpiA38v4ZAAAgCGCkcsAAAAAAABAGUmmTcUTqW7X29qTvZ41HHYF/F411tcWIzUAAACUAAVdAAAAAAAAoAx0dJoKhiIKR2N5j1bu0tRQJ5/bKY/LoDMXAABgiKGgCwAAAAAAAJSBYCii5pbWgs763E5VV1VYnBEAAADKAe/QBQAAAAAAAEosmTYVjsZKnQYAAADKEAVdAAAAAAAAoMTiiVSfxyx3MRx2eVyGxRkBAACgXDByGQAAAAAAACiRZNpUPJFSW3uy4BgBv5f35gIAAAxhFHQBAAAAAACAAdbRaSoYiigcjfWrMzfg96qxvtbi7AAAAFBOKOgCAAAAAAAAAywYiqi5pTWvvU0NdfK5nd2ue1wGnbkAAADDAAVdAAAAAAAAYAAl06bC0Vje+31up6qrKoqYEQAAAMqZvdQJAAAAAAAAAMNJPJHKe8yy4bDL4zKKnBEAAADKGQVdAAAAAAAAoEwF/F7GKgMAAAxzjFwGAAAAAAAALJZMm4onUj3ea2tP9nrecNgV8HvVWF9rdWoAAAAYZCjoAgAAAAAAABbp6DQVDEUUjsbyHqv8SU0NdfK5nfK4DDpzAQAAIImCLgAAAAAAAGCZYCii5pbWgs/73E5VV1VYmBEAAAAGO96hCwAAAAAAAFggmTYVjsZKnQYAAACGGAq6AAAAAAAAgAXiiVRBY5a7GA67PC7DwowAAAAwFDByeZhJJpNasWKF3n77bW3evFkjR47UhAkTdOyxx+qQQw4pdXoAAAAAAABlLZk2FU+kerzX1p7sV+yA38t7cwEAANANBd0ydsEFF+jxxx/PuVZTU6P333+/z7Hi8bhuuukm/fa3v9X27dt73HPMMcfohz/8oc4777xC0gUAAAAAABiyOjpNBUMRhaOxfnXh9sRw2BXwe9VYX2tpXAAAAAwNFHTL1LPPPtutmFuoZcuWafr06fr444/3ue+NN97QtGnTNGvWLM2fP18jR4605PkAAAAAAACDXTAUUXNLa8Hnmxrq5HM7e7zncRl05gIAAGCvKOiWoa1bt+rb3/62JbFefvllnXXWWero6Mi5PmbMGE2aNEmbN2/WBx98INM0s/cefvhhbdu2TaFQSDabzZI8AAAAAAAABqtk2lQ4GutXDJ/bqeqqCosyAgAAwHBiL3UC6C4YDOqjjz6SJI0ePbrgOJs3b9bXv/71nGJuTU2Nnn76aW3atEl//etftXbtWr3//vu67LLLcs4uXLhQd999d8HPBgAAAAAAGCriiVS/xiwbDrs8LsPCjAAAADCcUNAtM8uWLdOvfvUrSZLdbtePfvSjgmM1NjZqw4YN2fWkSZO0YsUKnXfeeTmdtxMmTNB///d/67bbbss5f/PNN2vz5s0FPx8AAAAAAGAwSaZNfbBpR7eftvZkv+IG/F5GKgMAAKBgjFwuIx0dHZozZ44ymYwk6Tvf+Y6+8IUvFBQrHo/rvvvuy7k2f/58jR8/fq9nrr/+ei1evFjLly+XtHv083/91391K/QCAAAAAAAMJR2dpoKhiMLRWL86cfdkOOwK+L1qrK+1LCYAAACGHwq6ZeSHP/yh1qxZI0maOHGibr31Vr3++usFxXr88ce1bdu27Pqkk07Saaedts8zNptNP/rRj3L2Pfjgg7r11lt5ly4AAAAAABiygqGImltaCzrb1FAnn9vZ4z2Py6AzFwAAAP1GQbdMvPbaa/rZz36WXf/iF79QZWVlwfGeeeaZnPUll1yS17lTTjlFkyZN0tq1ayVJbW1teuWVV1RXV1dwLgAAAAAAAOUqmTYVjsYKPu9zO1VdVWFhRgAAAEAu3qFbBtLptC655BKZpilJmj59us4555yC423bti07NrnLGWeckddZm82m008/Pedac3NzwbkAAAAAAACUs3giVfCYZcNhl8dlWJwRAAAAkIuCbhm4/fbb9be//U2SNGbMGN177739ivfWW28pnU5n15MmTZLP58v7/AknnJCzXrlyZb/yAQAAAAAAGIoCfi8jlQEAAFB0jFwusWg0qttuuy27/ulPf9qn4mtPVq1albP2+/19Or/n/j3jAQAAAAAADCbJtKl4ItXjvbb2ZJ/jGQ67An6vGutr+5saAAAA0CsKuiW0a9cuXXLJJers7JQkfelLX9Kll17a77j/93//l7Ourq7u0/k9969bt07JZFJOp7PfuQEAAAAAAAyUjk5TwVBE4WisoLHKTQ118rm7/z7E4zLozAUAAMCAoaBbQvfee69eeeUVSdLIkSORhT8EAAAgAElEQVT1wAMPyGaz9TvuP/7xj5z1hAkT+nTe6/XK4XBo586dknYXnjdu3KiDDjrIktzi8Xifzrz77rv9fi4AAAAAABh+gqGImltaCz7vcztVXVVhYUYAAABA3w2agu7OnTu1atUqvf/++/rggw+0detWbd++XZI0evRo7b///po4caIOPvhgTZkyRQ5HeX+1tWvX6sYbb8yur7/+ek2ZMsWS2Nu2bctZjx49uk/nbTabRo0apUQisdeYhZo3b55uuukmS2IBAAAAAADsTTJtKhyNlToNAAAAoN/KturZ2dmp5cuX67nnntPy5cv1t7/9LTuauDcjR47Uv/zLv+ikk07S1KlTdfLJJ2vkyJFFzrhv5s6dmy1IT5kyRTfccINlsfcsvhYyKrlYBV0AAAAAAICBEE+kChqz3MVw2OVxGRZmBAAAABSm7Aq6S5cu1SOPPKKFCxdmC4qZTKbHvV3jife8n0ql9Prrr+uNN97Q3XffrcrKSp1//vmaOXOmTj/99OJ+gTz8+te/1pIlSyTt/g4PPPCApQXnZDKZsy4ktmHk/oGlo6OjXzkBAAAAAAAMhGTaVDyRUlt7svfN+xDwe3lPLgAAAMpCWRR0Ozo69Jvf/Eb33XefVq9eLemfRVqbzbbXwm1vhd6uPYlEQgsWLNCCBQt02GGH6bvf/a4uvvhiVVQM/DtQWltbde2112bXc+bM0Ze+9CVLn7FnR26+nc2flEql9hmzUJdffrmmT5/epzPvvvuupk2bZsnzAQAAAADA0NTRaSoYiigcjfW7Mzfg96qxvtbC7AAAAIDClbSgm0wmNW/ePN1xxx2Kx+M5RdwumUxGdrtdkydP1pQpUzR+/HiNGzdOlZWVqqioUCaTUUdHh7Zt26YNGzZow4YNevvtt7VmzRrt2pX7H++ZTEarV6/Wd77zHd100036j//4D11++eWWFSvz8e///u/asmWLJMnn8+mOO+6w/BmVlZU56z07dvOxZ0funjELNXbsWI0dO9aSWAAAAAAAAF2CoYiaW1rz2tvUUCefu+ffB3lcBp25AAAAKCslK+g+8sgj+v73v6/W1lZlMpmcIu6IESP05S9/WaeccopOPvlkfe5zn+tz0TWZTOrNN9/Uiy++qGXLlmnZsmU5narxeFzBYFB33nmnfvrTn2rmzJmWfbe9aWpq0u9///vs+p577tGYMWMsf86exdeud/Xmq6tIvq+YAAAAAAAA5SKZNhWOxvLe73M7VV018JPbAAAAgEKUpKB7/PHH69VXX5WUO1p56tSpmjVrls4++2y5XK5+PcPpdKqurk51dXX6/ve/r0QioUWLFmnBggVavHixMpmMMpmMWltbNXv2bM2bN08rVqzo93fbl2AwmP189tln69/+7d+K8pw9O2A//PDDPp2PxWLauXNndm2323XggQdakhsAAAAAAIDV4olU3mOWDYddHpdR5IwAAAAA65SkoPvKK6/IZrMpk8moqqpKl19+uebOnasJEyYU7Zkul0szZszQjBkz9NFHH+n+++/XL3/5S23cuFGZTCZbYC6mrlHLkrRo0aKcruR8rVu3rtu5N998U5/73Oey68985jM599evX9+nZ+y5v6amZkDHUgMAAAAAABRLwO9lpDIAAAAGFXupHuzxeHT33Xdr/fr1uvnmm4tazN3TQQcdpJtvvlnr16/X3XffPeTe6TplypScdTQa7dP5VatW7TMeAAAAAADAQEumTX2waUePP23tyV7PGw67zjlynBrrawcgWwAAAMA6JenQveWWW3TVVVdp9OjRpXh81qhRo3TllVfq0ksv1d13313SXKx0xBFHaMSIEUqn05Kk999/X62trRo3blxe5//85z/nrD/Z/QsAAAAAADCQOjpNBUMRhaOxvMcqf1JTQ518bqc8LoPOXAAAAAxKJSno/uAHPyjFY/eqoqJiQHJ65plnskXWfEUiEV177bXZtdfr1SOPPJKzZ/LkyTlrl8ulk046SX/605+y18LhsGbNmtXr8zKZjJYsWZJz7Stf+UqfcgYAAAAAALBKMBRRc0trwed9bqeqqyoszAgAAAAYWCUp6A5XJ598cp/POBy5/4icTqdOP/30Xs+de+65OQXdX//613kVdF944QWtXbs2u/Z6vTr22GP7kDEAAAAAAIA1kmlT4Wis1GkAAAAAJVWyd+iiuGbMmJEz0nr58uVaunTpPs9kMhnddNNNOde++c1vym7nfyYAAAAAAGDgxROpgsYsdzEcdnlchoUZAQAAAAOPSt0QNXbsWF1xxRU51+bMmaMNGzbs9cztt9+u5cuXZ9f777+/gsFg0XIEAAAAAADYm2Ta1IebO/oVI+D38t5cAAAADHoUdIew6667Tj6fL7teu3atjj/+eP3hD39QJpPJXv/www/V0NDQ7T3CP/jBD1RVVTVg+QIAAAAAAHR0mrri0b+q9qbndcH8VwqKYTjsOufIcWqsr7U4OwAAAGDgDcp36G7atEkvv/yyVq1apU2bNmnr1q3atWuXrrnmGn3mM58pdXplo6qqSk888YSmTp2qZDIpSVq3bp3OO+88jRkzRpMmTdKWLVu0fv16maaZc/a8887TtddeW4q0AQAAAADAMBYMRdTc0trrvqaGOvnczh7veVwGnbkAAAAYMgZVQXfRokW68847tXz58pwO0y4zZszosaB7ww036PXXX5ck1dTUaP78+UXPtVycdNJJWrRokaZPn65NmzZlr2/ZskVvvvlmj2cuvPBCPfjgg7LZbAOVJgAAAAAAgJJpU+FoLK+9PrdT1VUVRc4IAAAAKL1BMXJ58+bNmjZtms4991y9+OKL2rVrV7agm8lkeizuftLnP/95LVmyREuWLNGDDz6oaDQ6EGmXjVNPPVXRaFTf/va3VVGx9z/oHHXUUXrqqaf0u9/9ToZhDGCGAAAAAAAAUjyRUmrnrl73GQ67PC5+dwEAAIDhoew7dDdu3KgTTjhB77zzjjKZTE7XaNe6t4Lu+eefrwkTJujDDz+UJD366KO69dZbi5q3Vb785S/3+v3y4fV6NW/ePN15551asWKFVq1apS1btmjkyJE66KCDdOyxx2ry5MkWZAwAAAAAANA3ybSpeCKltvZkXvsDfi8jlQEAADBslHVBN5PJ6LzzztPq1auzhdyKigp961vf0hlnnKHq6mp97nOf6zWOzWbT1772Nd1zzz2SpMWLFw+agq7VRo0apdNOO02nnXZaqVMBAAAAAADDXEenqWAoonA0lndnbsDvVWN97QBkBwAAAJSHsi7o/u53v9OKFSuyxdxjjz1WCxcu1Lhx43L25fOu17PPPlv33HOPMpmM3nzzTSUSCblcrqLkDQAAAAAAgN4FQxE1t7TmtfexS4/TURPH0JkLAACAYaes36H7k5/8RNLuTt1DDjlEzz33XLdibr6OOeaY7OdMJjPs3qMLAAAAAABQTpJpU+FoLO/9Ew4YRTEXAAAAw1LZFnTXrVunaDQqm80mm82m2267Tfvvv3/B8Q444ICcYvDq1autSBMAAAAAAAAFiCdSeY1ZlnaPWva4jCJnBAAAAJSnsi3o/uUvf5G0u5vW6XRq2rRp/Y5ZVVWV/bx58+Z+xwMAAAAAAEDxBfxeunMBAAAwbJXtO3Rjsd0jd2w2mw455BCNHDmy3zErKyuzn7dv397veAAAAAAAANgtmTYVT6Ty3t/Wnux1j+GwK+D3qrG+tj+pAQAAAINa2RZ0t23blv38yUJsfyQSiezn0aNHWxITAAAAAABgOOvoNBUMRRSOxvIeodybpoY6+dxOeVwGnbkAAAAY9sq2oPupT30q+9mq8cgbNmzoMT4AAAAAAAAKEwxF1NzSamlMn9up6qoKS2MCAAAAg1XZvkPX6/VK2v0O3ffee087duzoV7y///3v2rJlS3Y9adKkfsUDAAAAAAAY7pJpU+ForNRpAAAAAENa2RZ0jzvuONlsNtlsNpmmqf/5n//pV7zf/OY32c8VFRX64he/2N8UAQAAAAAAhrV4ImXZmOUuhsMuj8uwNCYAAAAwmJVtQXfs2LE66qijlMlkJEn/+Z//KdM0C4r1zjvv6IEHHsgWiE899VQ5HGU7bRoAAAAAAKCsJdOmPti0Q23tSctjB/xe3psLAAAAfELZFnQl6Yorrsh+Xrlypa666qo+x9iwYYOmTZum7du3Z4vD1157rWU5AgAAAAAADBcdnaauePSvqr3peX3pjhc0/b//17LYhsOuc44cp8b6WstiAgAAAENBWbepzp49W3fddZfeeustZTIZzZs3Tx988IHuuusuHXLIIfs8u3PnTj300EP64Q9/qFgsJpvNJkkKBAL60pe+NBDpAwAAAAAADCnBUETNLa157W1qqJPP7cw7tsdl0JkLAAAA9KCsC7o2m01NTU064YQTtHnzZmUyGT377LNqbm5WXV2dPv/5z0uSMpmMbDabHnroIf3hD3/Qu+++q5dfflmJRCJ7L5PJqLq6WgsWLCjxtwIAAAAAABh8kmlT4Wgs7/0+t1PVVRVFzAgAAAAYHsq6oCtJn/nMZ/Tss89q2rRpisfjkqRdu3ZpxYoVWrFiRXZfJpPRI488krOWlC3mHnTQQXr22Wfl8XgG9gsAAAAAAAAMAfFESqmdu/Laazjs8riMImcEAAAADA9l/Q7dLnV1dVq5cqVOO+20bKG2i81my/7seV3aXdg97bTT9MYbb+jII48csJwBAAAAAACGq4Dfy/hkAAAAwCKDoqArSePGjVM4HNby5cv11a9+VZWVlcpkMnv9MQxDZ555pv70pz8pHA5r7Nixpf4KAAAAAAAAZS+ZNvXBph3dftrak72eNRx2nXPkODXW1w5ApgAAAMDwUPYjl/d04okn6sQTT9SuXbu0cuVKrVq1Shs3btSWLVtUUVGhAw88UJMmTdJxxx0nw2C0DwAAAAAAQD46Ok0FQxGFo7G8Ryt3aWqok8/tlMdl0JkLAAAAWGzQFXS72O12HX300Tr66KNLnQoAAAAAAMCgFwxF1NzSWtBZn9up6qoKizMCAAAAIA2ikcsAAAAAAAAojmTaVDgaK3UaAAAAAHpAQRcAAAAAAGCYiydSfR6z3MVw2OVx8dorAAAAoFjKeuTy0UcfrYsvvlgXXnihDjzwwFKnAwAAAAAAMGgl06biiVSP99rakwXHDfi9vDcXAAAAKKKyLuiuXLlSV199tYLBoM4880zNnj1bX/nKVzRixIhSpwYAAAAAADAodHSaCoYiCkdjBXfh9sRw2BXwe9VYX2tZTAAAAADdlXVBt0s6nVZzc7Oam5t1wAEH6IILLtCsWbP0hS98odSpAQAAAAAAlLVgKKLmltaCzzc11Mnndna77nEZdOYCAAAAA6Ds36GbyWRks9mynzdt2qR58+bpuOOOk9/v1x133KENGzaUOEsAAAAAAIDyk0ybCkdj/YrhcztVXVXR7YdiLgAAADAwyrqg+8477+jGG29UTU2NMpmMJOUUd99++21df/31qqmp0dSpU/XYY48pmSz8nS8AAAAAAABDSTyR6teYZcNhl8dlWJgRAAAAgL4q64LuoYceqptvvlnvvfeeli1bposvvliVlZU5xd1MJiPTNLVkyRLNnDlTPp9Pl156qV566aUSZw8AAAAAAFAaybSpDzbtUFt7//7ie8DvpRMXAAAAKDFbpqs6Okh0dHRo4cKFWrBggZYsWaJdu3bldO1K/+ziPfjggzV79mxddNFFmjRpUslyRv+89dZb+uxnP5td//3vf9cRRxxRwowAAAAAAChPHZ2mgqGIwtFYvztzA36vGutrNWokBV0AQH74XS4AFMegK+h+UmtrqxYsWKAFCxborbfekqS9FndPPPFEXXzxxZo+fboqKytLkzAKwn8EAAAAAACQnyse/auaW1rz2tvUUCef29njPY/LoDMXANBn/C4XAIqjrEcu92bcuHG67rrr9Le//U2vv/66rrjiCn3qU5/q8X27L7/8subMmSOfz6eZM2eWMm0AAAAAAADLJdOmwtFY3vt9bqeqqyp6/KGYCwAAAJSPQV3Q/aSjjz5a9957rzZs2KCnn35aX/3qVzVixIhscTeTySiTyWjHjh167LHHSpwtAAAAAACAteKJVN5jlg2HXR6XUeSMAAAAAFhhyBR0uzgcDp177rkKhUJqbW3VL37xC33xi1+U9M+OXQAAAAAAgOEs4PfShQsAAAAMEo5SJ1BMBxxwgA4//HAdfvjhikQi6uzsLHVKAAAAAAAA/ZJMm4onUt2ut7Unez1rOOwK+L1qrK8tRmoAAAAAimBIFnTfeecdPfzww3rkkUe0fv36UqcDAAAAAADQbx2dpoKhiMLRWN6jlbs0NdTJ53bK4zLozAUAAAAGmSFT0N2yZYsef/xxPfTQQ/rLX/4iSdn353aNWu5aH3PMMaVJEgAAAAAAoEDBUETNLa0FnfW5naquqrA4IwAAAAADYVAXdE3T1B//+Ec99NBDWrRoUXakciaTkc1mk81mUyaTUSaT0bhx4zRz5kzNnj1bfr+/xJkDAAAAAADkL5k2FY7GSp0GAAAAgBIYlAXdv/71r3rooYf0+OOP6+OPP5bUczeu0+nUtGnTNHv2bAUCAdnt9pLlDAAAAAAAUKh4ItXnMctdDIddHpdhcUYAAAAABsqgKei2trZqwYIFWrBggaLRqKTcIu4nu3GPP/54zZ49W1//+tfldrtLmTYAAAAAAEDBkmlT8URKbe3JgmME/F7emwsAAAAMYmVd0O3o6NDChQv18MMPa+nSpdq1a9dei7g1NTW66KKLNGvWLE2ePLnEmQMAAAAAABSuo9NUMBRROBrrV2duwO9VY32txdkBAAAAGEhlXdD1er3avn27pNxu3K4ibmVlpb72ta9p9uzZ+vKXv1zCTAEAAAAAAKwTDEXU3NKa196mhjr53M5u1z0ug85cAAAAYAgo64Lutm3bsu/E7SrkStIpp5yi2bNnq76+XhUVFaVMEQAAAAAAwFLJtKlwNJb3fp/bqeoqfj8CAAAADFVlXdCV/tmZe9hhh2nWrFm66KKLNHHixBJnBQAAAAAAUBzxRCrvMcuGwy6PyyhyRgAAAABKqawLuvvvv7++/vWva/bs2aqrqyt1OgAAAAAAAGUl4PcyVhkAAAAY4sq6oNvW1ibD4G+ZAgAAAACAoSWZNhVPpHq819ae7PW84bAr4Peqsb7W6tQAAAAAlJmyLuhSzAUAAAAAAENJR6epYCiicDSW91jlT2pqqJPP7ZTHZdCZCwAAAAwTZV3QBQAAAAAAGEqCoYiaW1oLPu9zO1VdVWFhRgAAAADKnb3UCQAAAAAAAAwHybSpcDRW6jQAAAAADDIUdAEAAAAAAAZAPJEqaMxyF8Nhl8fF66kAAACA4aYkI5fPOOOMnLXNZtPixYt73WeVvT0PAAAAAAAgX8m0qXgilff+tvZkv54X8Ht5by4AAAAwDJWkoLtkyRLZbDZJUiaTyX7e1z6r7Ot5AAAAAAAAvenoNBUMRRSOxvrVcZsvw2FXwO9VY31t0Z8FAAAAoPyUpKALAAAAAAAwWAVDETW3tFoas6mhTj63s8d7HpdBZy4AAAAwjJWsoJvJZCzdBwAAAAAAUGzJtKlwNGZ5XJ/bqeqqCsvjAgAAABj8SlLQTafTlu4DAAAAAAAYCPFEyvIxy4bDLo/LsDQmAAAAgKGjJAXd/fbLb0xQvvsAAAAAAACslEybiidS3a63tSctf1bA72WkMgAAAIC94h26AAAAAAAA/19Hp6lgKKJwNGZ5J+6eDIddAb9XjfW1RX0OAAAAgMGNgi4AAAAAAMD/FwxF1NzSWtDZpoY6+dzOvPd7XAaduQAAAAB6VdYF3Q0bNmQ/ezwejRgxouBY6XRa8Xg8ux4/fny/cgMAAAAAAENLMm0qHI0VfN7ndqq6qsLCjAAAAABAspc6gX2ZMGGCqqurVV1drZdeeqlfsZYvX56NNXHiRIsyBAAAAAAAQ0U8kSp4zLLhsMvjMizOCAAAAADKvENXkjKZjGw2m2WxAAAAAAAArBbwexmfDAAAAKAoyr6ga1UxFwAAAAAADC/JtKl4IpX3/rb2ZJ+fYTjsCvi9aqyv7fNZAAAAAMhH2Rd0AQAAAAAA+qKj01QwFFE4Git4hPKemhrq5HM7u133uAw6cwEAAAAU1bAp6CaT//xbtk5n9z+AAQAAAACAoSEYiqi5pdXSmD63U9VVFZbGBAAAAIB82EudwEB57733sp/dbncJMwEAAAAAAMWSTJsKR2OlTgMAAAAALDMsCrq7du3SggULJO1+J+9hhx1W4owAAAAAAEAxxBMpy8YsdzEcdnlchqUxAQAAACBfJR+5/Oijj+a1709/+pPa2tryjpvJZLRjxw6tXbtWzzzzjN5+++3svWOPPbbPeQIAAAAAgPKRTJuKJ1Ldrre1J3vY3T8Bv5f35AIAAAAomZIXdGfOnCmbzbbX+5lMRpL0k5/8pOBnZDKZ7DNsNpsuuuiigmMBAAAAAIDS6eg0FQxFFI7GLO/E3ZPhsCvg96qxvraozwEAAACAfSl5QbdLV+G20Pt7Y7PZZLPZsue/973v6cgjjywoFgAAAAAAKK1gKKLmltaCzjY11Mnndua93+My6MwFAAAAUHJlUdAttFjbl9hHHHGErrnmGl188cVFexYAAAAAACieZNpUOBor+LzP7VR1VYWFGQEAAABA8ZW8oDt//vwer2cyGc2dOzc7Kvnqq6/W4Ycfnndcu92u0aNHq6qqSkcccYTGjRtnSb4AAAAAAKA04olUwWOWDYddHpdhcUYAAAAAUHwlL+hecskle703d+7c7OezzjpLp5566kCkBAAAAAAAhpiA38v4ZAAAAACDUskLur0p5jhmAAAAAABQ/pJpU/FESm3tyT6fNRx2BfxeNdbXFiEzAAAAACi+si7ovvPOO9nPBx10UAkzAQAAAAAAA62j01QwFFE4Gut11HJTQ518bme36x6XQWcuAAAAgEGtrAu6hx56aKlTAAAAAAAAJRIMRdTc0prXXp/bqeqqiiJnBAAAAAADz17qBAAAAAAAAPaUTJsKR2OlTgMAAAAASo6CLgAAAAAAKDvxRKrXMctdDIddHpdR5IwAAAAAoDTKeuQyAAAAAAAYupJpU/FEqsd7be3JvOME/F7ekwsAAABgyBpUBd329nY9+eSTWrFihd588019/PHH2rJli1Kpnv/wtzc2m63PZwAAAAAAgDU6Ok0FQxGFo7G8u3B7YjjsCvi9aqyvtTA7AAAAACgvg6Kg29nZqR/84Ae6//77tX379uz1TCZTUDybzWZVagAAAAAAoI+CoYiaW1oLPt/UUCef2ymPy6AzFwAAAMCQV/YF3Y0bN+r0009XS0tLtoBrs9mUyWRyCrN7rvdUaPEXAAAAAABYJ5k2FY7G+hXD53aquqrCoowAAAAAoLyVdUHXNE3V19crEolI+mch1+PxqKamRq+99lr2+mc/+1k5nU5t2rRJ69atk2ma2XuSVFNTowkTJpTmiwAAAAAAAElSPJHq95hlj8uwMCMAAAAAKG/2UiewL4899phefPFF2Ww22Ww2TZw4Uc8995za2tr06quvSvpnwfZnP/uZ/vKXv+jdd9/V1q1btWjRIp111lnZztyPP/5Yl1xyiV566SW99NJLJftO+H/s3X98U/W9x/H3SQsJhQQoCwm1BSYiEiZV/Fkm6nR1ik7dbtWrg6Fjent188d2w9yVORHZ2K2PyZhT76ayTa9ebdzQFTeXqahTB86NFBZ+DIXxqw2RX43QpGnI/YPbjEKhaZo0p+3r+Xj0sZxzvudzPnno4+Hg3c/3AAAAAAD6o2g8oa27D6ixKdqtOpUeF9ssAwAAAOhXTD2h++CDD0o6tF3ysGHDtHz5co0ZM6bT+4qKinTZZZfpsssu00svvaRZs2apqalJs2fP1v79+3XbbbflunUAAAAAACCpuSUhry8gfzDU7cncSo9LNVXlWewOAAAAAMzPtIHuzp07VV9fn5rA/da3vpVWmHukK6+8Ui+//LIuuugixWIx3XXXXZo6dapOP/30bLcMAAAAAACO4PUFVFffkNba2uoKuR22Dq857VbzTebGo9LH3XsfMACgn3CcIBWY9q/jAQAmZ9r/gvzpT3+SdGg61zAMzZw587jr27ZW7khFRYXuuusuLVy4UIlEQnPnztWyZcuy2i8AAAAAAGgvGk/IH0w/8HQ7bCorLsphR1nSckB68TZp/ctSa/e2kAYA9BN31EvDuz6wBACAZOJ36DY2NqY+u91ulZSUHHd9NHr8P0Ddeuutkg4Fv6+88oo++uij7jcJAAAAAACOKRyJpb3NsrXQIqfdmuOOsuTF26S//YowFwAAAECPMG2gu3v3bkmSYRhyu90drhk4cGDqc3Nz83HrlZaWauzYsZIOhbrvvvtudhoFAAAAAADdVulxmW9L5Y7Eo4cmcwEAAACgh5g20C0o+Ocf4qzWjn9D1+FwpLZa3rFjR6c1R44cmfr84YcfdrNDAAAAAADQkWg8oa27D6ixqfMJVmuhRVdMHqWaqvIe6CwLPg4xmQsAAACgR5n2HbrDhg1LfW5qaupwzSc+8YnU1skffPBBpzX379/f4WcAAAAAANB9zS0JeX0B+YOhTrdarq2ukNthk9Nu7R2TuQAAAACQJ6ad0D3ppJMkHdoeORQKdbjmU5/6VOrzW2+9ddx6H3/8sTZs2CDDMCRJQ4YMyVKnAAAAAABAkry+gOrqG9J6b67bYVNZcRFhLgAAAAB0wrQTuoeHtbt379bOnTvbbZksSWeeeaZ8Pp+SyaQCgYD++te/6vTTT++w3qOPPqp4PC7p0Ht5296nCwAAAAAAui8aT8gf7PgXsvuNm34nOUry3QUAwIwcJ+S7AwBAL2baQNfpdOrkk0/Whg0bJEnvvPOOrr766nZrrr32WhZfErEAACAASURBVN19990yDEPJZFIzZszQK6+8otLS0nbrfv3rX+vee+9NrSsoKND555/fY98FAAAAAIC+LhyJpTWZKx16b67Tbs1xR3ngKJGGj8l3FwAAAAD6GNMGupJUWVmZCnRffvnlowLdsWPH6oorrlBdXZ0Mw9DatWs1ceJETZ8+XRMmTFBLS4v++Mc/6t1331UymZR0aDr3uuuua/eOXgAAAAAAkLloPKFte5rTXl/pcbHVMgAAAACkydSB7rXXXquf/OQnSiaTqq2t1UMPPaTBgwe3W7N48WK9+eabikQiMgxD+/fvl8/na7cmmUympnOdTqd+8IMf9OTXAAAAAACgT2puScjrC8gfDKU1nWsttKjS41JNVXkPdAcAAAAAfYOpA91p06bpjjvuUDQalSRt2LDhqHfkjh07Vr/73e90+eWXa8+ePTIM46g6bWFuSUmJXnrpJZWU8D4bAAAAAAC6y+sLqK6+odN1tdUVcjtsctqtTOYCAAAAQBeZOtCVpIceeqjTNeeee67Wr1+v+++/X7W1tQqFQu2uu91uzZw5U3PmzNGIESNy1SoAAAAAAP1GNJ6QPxjqfKEkt8OmsuKiHHcEAAAAAH2T6QPddH3iE5/Q4sWLtXjxYm3atEmhUEjJZFJut1uf/OQn890eAAAAAAB9SjgSS3ubZafd2gMdAQAAAEDf1GcC3cN98pOfJMQFAAAAAMAEKj0utlkGAAAAgG7ok4EuAAAAAADIjWg8oXAkpsam6HHXWQstqvS4VFNV3kOdAQAAAEDfRKALAAAAAAA61dySkNcXkD8Y6nSr5WdvPlenjx7GZC4AAAAAZAGBLgAAAAAA6JTXF1BdfUNaa0uHDyLMBQAAAIAsseS7AQAAAAAAYG7ReEL+YCjfbQAAAABAv5SXCd1nnnkmH49t54Ybbsh3CwAAAAAA9ArhSKzTbZbbWAstctqtOe4IAAAAAPqPvAS6M2bMkGEY+Xh0CoEuAAAAAADHF40nFI7E1NgUTfueSo+L7ZYBAAAAIIvy+g7dZDLZo88zDEPJZDLvYTIAAAAAAGbW3JKQ1xeQPxjq0mRupcelmqryHHcHAAAAAP1L3gLdng5z8/VMAAAAAAB6G68voLr6hrTW1lZXyO2wyWm3MpkLAAAAADmQl0D3Zz/7WT4eCwAAAAAAOhGNJ+QPhtJe73bYVFZclMOOAAAAAKB/y0ugO3v27Hw8FgAAAAAAdCIciXVpm2Wn3ZrjjgAAAACgf8vrO3QBAAAAAEBuReMJhSOxtNc3NkXTXlvpcbHNMgAAAADkGIEuAAAAAAB9UHNLQl5fQP5gKO2J23RZCy2q9LhUU1We1boAAAAAgKMR6AIAAAAA0Ad5fQHV1TdktWZtdYXcDpucdiuTuQAAAADQQwh0AQAAAADoY6LxhPzBUNbruh02lRUXZb0uAAAAAODYLPluAAAAAAAAZFc4EsvJNstOuzWrNQEAAAAAnSPQBQAAAAAAnar0uNhmGQAAAADywNRbLg8cODAndQ3DUCwWy0ltAAAAAAByIRpPKBxJ78+yjU3RrD3XWmhRpcelmqryrNUEAAAAAKTP1IFua2trTuoahpGTugAAAAAAZFtzS0JeX0D+YCgr2yjXVlfI7bClvd5ptzKZCwAAAAB5ZOpAVzoUviaTyS6t70hXagAAAAAAYBZeX0B19Q1Zq+d22FRWXJS1egAAAACA3DJ1oDt16tQuT9MeOHBA4XBY27Ztk/TPgPeEE07Q2LFjs90iAAAAAAA5E40n5A+G8t0GAAAAACCPTB3o/vGPf8z43lAopP/93//Vgw8+qO3bt2vXrl26//77ddNNN2WxQwAAAAAAcicciWVlm+U21kKLnHZr1uoBAAAAAHLPku8GcsXlcumOO+7Q6tWrdfHFFysajeqrX/2qHn300Xy3BgAAAABASjSe0NbdBzr8aWyKZvVZlR4X78MFAAAAgF7G1BO62TBs2DAtXbpUZ555ptavX6877rhD55xzjqZMmZLv1gAAAAAA/VhzS0JeX0D+YCirU7gdsRZaVOlxqaaqPKfPAQAAAABkX58PdCVp8ODBmj9/vq699lolEgl5vV69+uqr+W4LAAAAANCPeX0B1dU3ZHx/bXWF3A5bWmuddiuTuQAAAADQS/WLQFeSPv/5z8tmsykajWr58uXasmWLRo8ene+2AAAAAAD9UDSekD8Y6lYNt8OmsuKiLHUEAAAAADCrPvsO3SNZrVadeOKJqeO33347j90AAAAAAPqzcCTWrW2WrYUWOe3WLHYEAAAAADCrfjOhK0lDhgxJfd66dWseO/mnlpYWrVu3Tps3b9b27dsViUQUj8flcDg0YsQITZ48WRMnTlRBQXa2xmptbdWKFSu0Zs0a7dq1SwUFBRo1apTOOOMMTZo0KSvPAAAAAADkVqXHxRbKAAAAANBP9KtAd8eOHfluQZLk8/n0hz/8QW+//bbWrVun1tbW464fOnSorr/+et1xxx065ZRTMnrmxx9/rIULF+rRRx/V7t27O1wzYcIEfetb39KNN94owzAyeg4AAAAA4JBoPKFwJNbhtcamaEY1rYUWVXpcqqkq705rAAAAAIBepN8EuoFAQNu2bUsFlU6nM2+93Hnnndq+fXva6/ft26fHHntMTzzxhP7zP/9T3/3ud7sUuK5evVpXXXWVNm3adNx169ev11e+8hU999xzeu655zR06NC0nwEAAAAAOKS5JSGvLyB/MJTRtsq11RVyO2wdXnParUzmAgAAAEA/0y8C3Vgspq997WuSpGQyKcMwdNppp+W5q/ZsNptGjx6toUOH6uDBg/roo4+0ZcsWJZPJ1Jp4PK558+Zp69ateuKJJ9Kqu379el100UX66KOP2p0fMmSITjzxRDU3N2vz5s2Kx+Opa6+88oouu+wyvfbaa7LZOv5LBAAAAABAx7y+gOrqGzK+3+2wqay4KIsdAQAAAAB6M0u+G8i1119/Xeedd57eeeed1FRrWVmZTj/99Lz2VVJSoptvvllPPfWUNm7cqP3792v9+vVauXKl/vznP2vz5s3atWuXfvrTn6q0tLTdvU8++aSWLFnS6TNaW1t1zTXXtAtzi4uL9Ytf/EK7d+9WIBDQhg0b1NjYqHvuuUcWyz//dXj33Xc1Z86c7H1hAAAAAOgHovGE/MFQvtsAAAAAAPQhpp7QveWWWzK6r7m5WaFQSIFAoF2Y2TadO2/evGy1mJGXX35Zp556aqfbJg8fPlw333yzqqqq9NnPflZ/+ctfUtfuuecezZo1q10Ie6Qnn3xSq1evblfvrbfeksfjabeuuLhYDzzwgDwej770pS+lzj/66KP6+te/rvHjx3f1KwIAAABAvxSOxDLaZrmNtdAip92axY4AAAAAAL2dqQPdxx9/vEvvij1S23bFh9e46aabNGvWrG731h2TJ0/u0vrhw4fr6aef1qRJk1LfqaGhQW+//bamTZvW4T0tLS164IEH2p178MEHjwpzD3fDDTfot7/9rZ5++mlJhyZ877vvPv3P//xPl/oFAAAAgL4uGk8oHIkddb6xKdqtupUeF+/IBQAAAAC0Y+pAt7sMw1AymVQymZTNZtN9990nr9eb77YyMnHiRJ1xxhn685//nDq3du3aYwa6r7zyirZu3Zo6Hjt2rG666aZOn9MW4LYFx7W1tXrkkUc0dOjQbn4DAAAAAOj9mlsS8voC8gdD3ZrEPZK10KJKj0s1VeVZqwkAAAAA6BtMH+i2BYuZGD58uKZMmaLp06drxowZcjqdWeys540bN65doHv4dtJHevHFF9sd33TTTWlNO48bN04XXHCBli9fLkmKx+N6+eWXdf3112fWNAAAAAD0IV5fQHX1DRndW1tdIbfD1uE1p93KZC4AAAAAoEOmDnT//ve/d/kewzBks9nkcDg0ZMiQHHSVP9Fo+627hg0bdsy1y5Yta3d8ySWXpP2cysrKVKArSXV1dQS6AAAAAPq9aDwhfzCU8f1uh01lxUVZ7AgAAAAA0B+YOtAdN25cvlswjWQyqffee6/duTPOOKPDtaFQSI2Njaljq9WqKVOmpP2sT3/60+2OV61a1YVOAQAAAKBvCkdiGW+zbC20yGm3ZrkjAAAAAEB/YOpAF//05JNPaseOHanjU045RWeffXaHa9euXdvu+KSTTtLAgQPTfpbH42l3vHHjRrW2tqqwkH9dAAAAAPQ/0XhC4UhMjU3RzhcfQ6XHxZbKAAAAAICMkND1Ar/4xS906623po4tFosefvjhY74Td/369e2Oy8rKuvQ8p9Mpm82W2uK5paVFmzZt0vjx47vYOQAAAAD0Xs0tCXl9AfmDoW5N5lZ6XKqpKs9ydwAAAACA/oJA1wQ2bNigLVu2pI7j8bj27NmjNWvW6MUXX1QwGExdGzhwoH7605/q4osvPma9nTt3tjsuLS3tck8lJSX68MMP29XMRqC7c+dOhcPhLt2zcePGbj8XAAAAALrK6wuorr4hrbW11RVyO2xHnXfarUzmAgAAAAC6hUDXBB555BH96Ec/Ou4awzB06aWX6vvf/77Ky4//m90ff/xxu+PBgwd3uacj7zmyZqYeeeQRzZs3Lyu1AAAAACBXovGE/MFQ2uvdDpvKioty2BEAAAAAoL8i0O0lrrnmGt1+++2dhrnS0eGrzXb0b4l3ZtCgQcetCQAAAAB9WTgSS3ubZWuhRU67NccdAQAAAAD6q14V6K5du1Yvv/yy/vrXv2rLli1qampSc3Ozkslkl+oYhnHUe2bN7vnnn9fzzz+vadOm6cknn9RJJ510zLVt775tM3DgwC4/z2pt/5cRzc3NXa4BAAAAAP1BpcfFtsoAAAAAgJzpFYHuihUrdOedd2rlypXtznc1yG1jGEY22sqaRYsWadGiRanj5uZm7dq1S4FAQL/+9a/1zDPPpALVt956S2eddZb8fr/OPPPMDusdOZHb0tLS5Z5isdhxa2bq1ltv1TXXXNOlezZu3Kirr746K88HAAAA0D9F4wmFI7HOF/6/xqZop2ushRZVelyqqep8JyUAAAAAADJl+kD3kUce0e23365kMpkKcNsC2UyC2UxD4J40aNAglZaWqrS0VJdffrnuvvtuXXPNNVq1apUkae/evbr66qu1Zs0aDRs27Kj7hwwZ0u74yInddBw5kXtkzUyNHDlSI0eOzEotAAAAAOhMc0tCXl9A/mAo7S2UO1NbXSG3wyan3cpkLgAAAAAg50wd6C5btkxf+9rXJB0Kbw3DSAW7BQUFcjgcKioqynOXuXfSSSfJ7/drypQp2rp1qyRp+/btqqmp0YIFC45af2T4un///i4/88h7shXoAgAAAEBP8voCqqtvyGpNt8OmsuK+/2dRAAAAAIA5mDrQvf322yUpFeQWFxfrzjvv1FVXXaWJEyeqsNDU7WfVJz7xCc2bN09f+cpXUud+/vOfdxjoHjkBu23bti4/b8eOHcetCQAAAABmF40n5A+G8t0GAAAAAADdYsl3A8fy3nvvadOmTakwd9KkSQoGg5o7d65OPfXUfhXmtvnCF77QbpvpHTt26B//+MdR6yZMmNDueMuWLV16zs6dO9tt0zxw4ECdeOKJXewWAAAAAPIrHIllbZvlNtZCi5x2a1ZrAgAAAABwPKZNRQOBgKRD77w1DENPPvlkv58SHTZsmIqLi7Vr167UucbGRo0ZM6bdulNOOaXd8QcffKCWlhYNHDgwreesXbu23fG4ceP6ZYAOAAAAwHyi8YTCkVhaaxubop0v6qJKj4v35gIAAAAAepRpU7pwOJz6fMIJJ+iss87KYzfmNWDAgKPOud1uud1uNTY2SpJisZjef/99VVRUpFXz7bffbnd82mmndb9RAAAAAOiG5paEvL6A/MFQ1qdu02EttKjS41JNVXmPPxsAAAAA0L+ZNtAtKiqSdOj9uSUlJXnuxhwikYh2797d7pzL5epw7eWXX64nnngidez3+9MOdP1+f7vjz3/+813sFAAAAACyy+sLqK6+IWv1aqsr5HbY0l7vtFuZzAUAAAAA5IVp36E7fvz41Od9+/blsRPzWLZsmZLJZOrY6XRq1KhRHa698sor2x0vWbKk3b3H8sEHH+iNN95IHQ8YMEDTp0/PsGMAAAAA6L5oPCF/MJTVmm6HTWXFRWn/EOYCAAAAAPLFtIHueeedJ6vVqmQyqQ8//FBNTU35bimvmpub9d3vfrfduSuuuEIWS8f/CD/3uc+ptLQ0dbx582YtWbKk0+fcd9997YLff/mXf9HQoUMz7BoAAAAAui8ciWV1m2VroUVOuzVr9QAAAAAAyCXTBroOh0Nf+tKXJEmtra166qmn8txRdsyZM0fvvfdel+7ZvXu3rrzySm3YsCF1rqCgQHfdddcx77FarbrnnnvanfuP//gPBYPBY97zzDPP6Omnn273jHnz5nWpVwAAAAAwu0qPi4lbAAAAAECvYdpAV5IWLFigkSNHSpK++93vauPGjXnuqPt+//vf6+yzz9Y555yjH/7wh1q1apXi8fhR65LJpNatW6f58+drwoQJ+sMf/tDu+l133aVTTz31uM+aPXu2Jk2alDres2ePpk2bpl/+8pdqbW1Nnd+9e7e+853vaObMme3u/7d/+zedfPLJmXxNAAAAAOiSaDyhrbsPdPjT2BTNyjOshRZdMXmUaqrKs1IPAAAAAICeUJjvBo7H5XJp6dKluvTSS7V792595jOf0dNPP60LLrgg361128qVK7Vy5UpJ0sCBA3XCCSdo2LBhGjhwoCKRiLZu3apIJNLhvbNmzdIPfvCDTp8xYMAA1dbW6rzzztPu3bslHQpvZ82apdtuu03jxo1Tc3OzNm3adFSofPbZZ+vBBx/s5rcEAAAAgONrbknI6wvIHwxltK1ybXWF3A5bWmuddiuTuQAAAACAXsfUga4knXvuuXrnnXdUVVWldevW6aKLLtKFF16oqqoqTZkyRU6nUzZben94P1xJSUkOus1MS0uLNm3a1Ok6h8OhhQsXqrq6WoZhpFV74sSJeu2113TVVVfpH//4R+r8xx9/rEAg0OE9n/3sZ1VbW6tBgwal9wUAAAAAIENeX0B19Q0Z3+922FRWXJTFjgAAAAAAMBfTB7qS5PF49Nprr+niiy/W2rVrtXz5ci1fvjzjeoZhtNtyuCc9++yz+s1vfiO/36+VK1eqqanpuOsNw9Cpp56qmTNnatasWXI6nV1+Znl5uVavXq3vf//7euyxx7Rnz54O140fP15z5szR7Nmz0w6MAQAAACBT0XhC/mAo320AAAAAAGBqvSLQffDBB3X//fdr//79MgxDyWQy3y1lbOLEiZo4caLmzJmjgwcP6u9//7s2btyoLVu2qKmpSfF4XHa7XUOHDtXYsWM1ZcoUORyObj/Xbrfre9/7nubNm6cVK1ZozZo12rVrlwoKCjRq1ChNmTKl03fyAgAAAEA2hSOxjLZZbmMttMhpt2axIwAAAAAAzMf0ge6MGTP07LPPpkJcwzB6fajbxmKxaMKECZowYUKPPXPAgAE677zzdN555/XYMwEAAAD0b9F4QuFI7KjzjU3RbtWt9Lh4Jy4AAAAAoM8zdaD7wx/+UM8884wkpULcZDKpESNGaNKkSRoxYoSKinhXEgAAAACYUXNLQl5fQP5gqFuTuEeyFlpU6XGppqo8azUBAAAAADAr0wa6sVhMCxYsaBfkXnjhhXrggQc0derUfLcHAAAAAOiE1xdQXX1DRvfWVlfI7bB1eM1ptzKZCwAAAADoN0wb6C5fvlx79uxJbbF89dVXq7a2VhaLJd+tAQAAAAA6EY0n5A+GMr7f7bCprJgdmQAAAAAAMG06unbtWklSMpmUYRhavHgxYS4AAAAA9BLhSCzjbZathRY57dYsdwQAAAAAQO9k2gndWCwm6dC7c0866SSdcMIJee4IAAAAAHC4aDyhcCTW4bXGpmjGdSs9LrZUBgAAAADg/5k20C0pKUl9HjZsWB47AQAAAAAcrrklIa8vIH8wlPEUbkeshRZVelyqqSrPWk0AAAAAAHo70wa6n/zkJ1Ofw+FwHjsBAAAAABzO6wuorr4h4/trqyvkdtiOOu+0W5nMBQAAAADgCKYNdKdOnaqSkhLt2LFDmzdv1rZt21RaWprvtgAAAACgX4vGE/IHQ92q4XbYVFZclKWOAAAAAADo2yz5buBYLBaLZs+enTr+4Q9/mMduAAAAAACSFI7EurXNsrXQIqfdmsWOAAAAAADo20wb6ErSt7/9bU2ePFnJZFIPP/ywXnzxxXy3BAAAAADohkqPi22VAQAAAADoAtNuuSxJNptNv/vd7zR9+nStWrVK11xzjb797W/L6/VqyJAh+W4PAAAAAHq9aDyhcCSW9vrGpmhGz7EWWlTpcammqjyj+wEAAAAA6K9MHeg+88wzkqRbb71V3/ve97R582Y98MADWrRokT73uc/pjDPOkNPplM1m63LtG264IdvtAgAAAECv0dySkNcXkD8Y6tYWyoerra6Q29Hxn8+cdiuTuQAAAAAAZMDUge6MGTNkGEbq2DAMJZNJRSIRvfDCC3rhhRcyrk2gCwAAAKA/8/oCqqtvyGpNt8OmsuKirNYEAAAAAKC/M3Wg2yaZTKaC3cMD3rZr6WoLhI+sAQAAAAD9STSekD8YyncbAAAAAAAgDaYPdNsC264Et53VAgAAAID+LByJZW2b5TbWQoucdmtWawIAAAAAAJMHuj/72c/y3QIAAAAA9CnReELb9jRnvW6lx8U7cgEAAAAAyAFTB7qzZ8/OdwsAAAAA0Cc0tyTk9QXkD4ayOp1rLbSo0uNSTVV51moCAAAAAIB/MnWgCwAAAADIDq8voLr6hk7X1VZXyO2wpV3XabcymQsAAAAAQA4R6AIAAABAHxeNJ+QPhtJa63bYVFZclOOOAAAAAABAuiz5bgAAAAAAkFvhSCytbZathRY57dYe6AgAAAAAAKSLCV0AAAAA6AOi8YTCkViH1xqbomnVqPS42D4ZAAAAAACTIdAFAAAAgF6suSUhry8gfzCU1hRuR6yFFlV6XKqpKs9ydwAAAAAAoLtMHeju2LEjZ7VLSkpyVhsAAAAAeorXF1BdfUPG9z9787k6ffQwJnMBAAAAADApUwe6paWlMgwj63UNw1Bra2vW6wIAAABAT4rGE/IHQ92qUTp8EGEuAAAAAAAmZupAt00ymcx3CwAAAABgOuFILONtlqVDWy077dYsdgQAAAAAALKtVwS6mThyspdQGAAAAADaq/S4mM4FAAAAAMDkTB3o3nDDDV3ecvnAgQMKh8P661//qv3790s6FO6eeOKJqqioyEWbAAAAAJAV0XhC4Ugs7fWNTdGMnmMttKjS41JNVXlG9wMAAAAAgJ5j6kD36aefzvjegwcP6je/+Y3mzZunVatWafPmzfrSl76kefPmZbFDAAAAAOi+5paEvL6A/MFQt7ZQPlxtdYXcDluH15x2K5O5AAAAAAD0EpZ8N5ArFotFV111lVasWKEZM2bo4MGDeuCBB3TPPffkuzUAAAAAaMfrC6iuviFrYa4kuR02lRUXdfhDmAsAAAAAQO/RZwPdNgMGDNCSJUt01llnKZlMauHChXr11Vfz3RYAAAAASDq0zbI/GMp3GwAAAAAAwKT6fKArSQUFBZo/f37q+O67785jNwAAAADwT+FILKuTudKhd+Q67das1gQAAAAAAPlh6nfoZtPFF18su92uSCSiv/zlL1q/fr0mTJiQ77YAAAAA9BPReELhSOyo841N0aw/q9LjYltlAAAAAAD6iH4T6BYUFGjMmDFas2aNJGnFihUEugAAAAByrrklIa8vIH8wlPVJ3CNZCy2q9LhUU1We0+cAAAAAAICe028CXUmy2Wypzw0NDXnsBAAAAEB/4fUFVFef2Z8/aqsr5HbYOl/4/5x2K5O5AAAAAAD0Mf0q0N2yZUvqc2Fhv/rqAAAAAPIgGk/IHwxlfL/bYVNZcVEWOwIAAAAAAL2NJd8N9JS33npLO3fuTB2PHDkyj90AAAAA6A/CkVjG2yxbCy1y2q1Z7ggAAAAAAPQ2/SLQ3bNnj2699VYZhpE6d9ZZZ+WxIwAAAAA4vkqPi+2TAQAAAABA3w50I5GIlixZotNOO03BYFCSZBiGJk6cqFNOOSXP3QEAAADoq6LxhLbuPqDGpmiX77UWWnTF5FGqqSrPQWcAAAAAAKC3MfWLZC+55JKM7mtublYoFNKmTZt08OBBJZNJGYaR+t+FCxdmuVMAAAAAkJpbEvL6AvIHQ51utVxbXSG3w3bUeafdymQuAAAAAABIMXWg+4c//KHdNsldkUwmU5/bwlxJuvfee3XFFVdkpT8AAAAAOJzXF1BdfUNaa90Om8qKi3LcEQAAAAAA6O1MHeh2R1sQnEwmlUwm5Xa7tWjRIl177bV57gwAAABAXxSNJ+QPhvLdBgAAAAAA6GNMH+gePmmbrgEDBshut2vMmDGaMmWKpk+frs9//vMqLDT91wUAAADQS4UjsU63WW5jLbTIabfmuCMAAAAAANAXmDrhjMfjXb7HMAxZLJYcdAMAAACgv4vGEwpHYh1ea2yKpl2n0uPiPbkAAAAAACAtpg50Cwr4Cw4AAAAA+dfckpDXF5A/GEp7Crcj1kKLKj0u1VSVZ7E7AAAAAADQl5k60AUAAAAAM/D6Aqqrb8j4/trqCrkdNjntViZzAQAAAABAlxDoAgAAAMBxROMJ+YOhbtVwO2wqKy7KUkcAAAAAAKA/4WWzAAAAAHAc4Uis29ssO+3WLHYEAAAAAAD6EyZ0AQAAAKAD0XhC4UhMjU3RbtWp9LjYZhkAAAAAAGTM1IHumjVr9MUvfjF1/Pjjj+v888/vcp033nhDN998syTJMAzV1dVp/PjxWesTAAAAQN/R3JKQ1xeQPxjq9mRupcelmqryLHYHAAAAAAD6YbpxBAAAIABJREFUG1MHuo8++qg2btwoSTrllFMyCnMl6fzzz5fFYtGGDRtkGIZ++tOfqqamJputAgAAAOgjvL6A6uob0lpbW10ht8PW4TWn3cpkLgAAAAAA6DZTv0N36dKlkg5N1c6cOTPjOoZh6Mtf/rIkKZlM6le/+lVW+gMAAADQt0TjCfmDobTXux02lRUXdfhDmAsAAAAAALLBtIHuunXr1NDwz9+Kv/LKK7tV76qrrkp93rx5szZv3tytegAAAAD6nnAklvY2y9ZCi5x2a447AgAAAAAA/Z1pA92//e1vqc9DhgzRpEmTulXP4/FoyJAhqePVq1d3qx4AAACA/q3S42IKFwAAAAAA5JxpA93t27dLOrRdcllZWbfrGYah0aNHp463bNnS7ZoAAAAA+oZoPKGtuw+osSna6VproUVXTB6lmqryHugMAAAAAAD0d4X5buBYPv7449Rnu92elZqH14lEIlmpCQAAAKD3am5JyOsLyB8MdbrVcm11hdwOm5x2K5O5AAAAAACgx5g20D18e+S9e/dmpea+fftSnwcOHJiVmgAAAAB6L68voLr6hrTWuh02lRUX5bgjAAAAAACA9ky75bLT6ZQkJZNJbdu2Ta2trd2qF4/H222z3FYfAAAAQP8UjSfkD4by3QYAAAAAAMBxmTbQHTduXOrzgQMH9Oabb3ar3ptvvqkDBw6kjseMGdOtegAAAAB6t3Ak1uk2y22shRY57dYcdwQAAAAAAHA00265fOaZZ2ro0KFqamqSJC1cuFAXXXRRxvUWLlyY+lxUVKSKiopu9wgAAADA/KLxhMKR2FHnG5uiadeo9Lh4by4AAAAAAMgL0wa6FotFl156qZ577jlJ0quvvqrFixfr9ttv73KtxYsX69VXX5VhGJKkz33ucxowYEBW+wUAAABgLs0tCXl9AfmDobQncY9kLbSo0uNSTVV5lrsDAAAAAABIj2kDXUmaO3eunn/+eUmH3qX7jW98Q3v37tXcuXNlsXS+W/TBgwc1f/58zZ8/X4ZhKJlMymKxaO7cubluHQAAAECeeX0B1dU3ZHRvbXWF3A6bnHYrk7kAAAAAACCvTPsOXUmaNGmSvvrVryqZTMowDB08eFDz5s2Tx+PRj3/8Y23cuLHD+zZu3KjFixfL4/Ho/vvv18GDh34b3zAM3XjjjTrttNN68msAAAAA6GHReEL+YCjj+90Om8qKiwhzAQAAAABA3pl6QleSHn74Yf3tb3/TO++8k5qy3bBhg+68807deeedcjgccjqdGjJkiD7++GOFw+HUe3eTyaQkpe6bNm2aHn300Xx+HQAAAAA9IByJdWubZafdmuWOAAAAAAAAMmP6QHfAgAFatmyZZs6cqbq6utR7cNvC2n379mnfvn0d3nv42quvvlo///nPeXcuAAAAgOOq9LiYzAUAAAAAAKZh6i2X2wwdOlQvvfSSfvzjH6ukpKTd5O2xfqRDQW5paakee+wx/epXv5LD4cjn1wAAAACQRdF4Qlt3H+jwp7Ep2uV61kKLrpg8SjVV5TnoFgAAAAAAIDOmn9A93G233aZbbrlFPp9Pv//97/XWW29p8+bNqXfkSpLFYtGJJ56oadOm6dJLL9UXv/hFFRTw2/UAAABAX9HckpDXF5A/GMpoW+Xa6gq5HbajzjvtViZzAQAAAACA6fSqQFc6tAXz9ddfr+uvv17SoSncvXv3KhKJyG63a9iwYakJXQAAAAB9j9cXUF19Q8b3ux02lRUXZbEjAAAAAACA3Ol1ge6RDMPQ8OHDNXz48Hy3AgAAACDHovGE/MFQvtsAAAAAAADoMb3iHboAAAAAIEnhSCyjbZbbWAstctqtWewIAAAAAAAgt3r9hC4AAACAviUaTygciXV4rbEp2q3alR4X78kFAAAAAAC9CoEuAAAAAFNobknI6wvIHwx1awq3I9ZCiyo9LtVUlWe1LgAAAAAAQK7lJdDdtWuXRowYkY9HH5MZewIAAAD6E68voLr6hozvr62ukNth6/Ca025lMhcAAAAAAPRKeXmH7rhx47RgwQIdOHAgH49v58CBA5o/f77GjRuX71YAAACAfisaT8gfDHWrhtthU1lxUYc/hLkAAAAAAKC3ykug29TUpHvvvVdjxozRvHnztGvXrh7vYdeuXbrvvvs0ZswY3XfffYpEIj3eAwAAAIBDwpFYt7ZZthZa5LRbs9gRAAAAAACAOeQl0G2za9cu3X///Ro9erRuvPFG/fGPf8z5M9966y3NmjVLo0eP1vz587V7924lk8mcPxcAAABAx6LxhLbtae5WjUqPiylcAAAAAADQJ+XlHbqvv/66vv71r2vNmjVKJpNqbm7WU089paeeekpjxozRF77wBV111VWqqKjQgAEDuvWseDyud999V0uXLtWvf/1rbdmyRZLahbinnnqqFi9e3K3nAAAAAOia5paEvL6A/MFQxtO51kKLKj0u1VSVZ7k7AAAAAAAAc8hLoHvBBRdo1apV+u///m8tWLBAO3bskHQoZN28ebMWLVqkRYsWyWaz6ZxzztGZZ56pT33qU5owYYJKS0vldrtVUND+t+8TiYQaGhq0bds2rV+/XqtXr9b777+vlStXKhqNpuofrqSkRHPnztUtt9wiiyWvw8oAAABAv+P1BVRX39DputrqCrkdtg6vOe1WJnMBAAAAAECflpdAV5IsFov+/d//XV/5ylf0yCOP6KGHHtK2bdtS19smd9944w298cYbR91vtVo1aNAgJZNJRaNRxWKxDp/TFuIahpE6V1paqm9+85uqrq6W1cp7tgAAAICeFo0n5A+G0lrrdthUVlyU444AAAAAAADMKe9jqVarVXfddZc2bdqkZ599Vueff36H65LJZLufaDSqPXv2aO/evYpGo0dd78j555+vZ599Vps2bdIdd9xBmAsAAADkSTgSS2ubZWuhRU47/78dAAAAAAD0X3mb0D1SQUGBrrvuOl133XXaunWrnn32WdXV1elPf/qTWltb2609fNr2cIcHuclkUoWFhTr33HN1+eWX6/rrr9fo0aNz+h0AAAAAZFelx8WWygAAAAAAoF8zTaB7uLKyMs2ZM0dz5sxRJBLRu+++q/fff1/19fXatGmTtm7dqn379qm5uVmSNGjQIA0bNkxlZWUaO3asJk+erDPOOEMVFRWy2+15/jYAAAAA2kTjCYUjMTU2RY+7zlpoUaXHpZqq8h7qDAAAAAAAwJxMGegezm6365JLLtEll1yS71YAAAAAZKi5JSGvLyB/MNTpVsvP3nyuTh89jMlcAAAAAAAA9YJAFwAAAEDv5/UFVFffkNba0uGDCHMBAAAAAAD+nyXfDQAAAADo26LxhPzBUL7bAAAAAAAA6JUIdAEAAADkVDgS63Sb5TbWQoucdmuOOwIAAAAAAOg92HIZAAAAQLdF4wmFI7EOrzU2RdOuU+lxsd0yAAAAAADAYQh0AQAAAGSsuSUhry8gfzCU9hRuR6yFFlV6XKqpKs9idwAAAAAAAL0fgS4AAACAjHl9AdXVN2R8f211hdwOm5x2K5O5AAAAAAAAHSDQBQAAAJCRaDwhfzDUrRpuh01lxUVZ6ggAAAAAAKDvseS7AQAAAAC9UzgS6/Y2y067NYsdAQAAAAAA9D0EugAAAADyotLjYptlAAAAAACATrDlMgAAAIAuicYTCkdiamyKZnS/tdCiSo9LNVXlWe4MAAAAAACg7yHQBQAAAJCW5paEvL6A/MFQp1st11ZXyO2wdXjNabcymQsAAAAAAJAmAl0AAAAAafH6Aqqrb0hrrdthU1lxUY47AgAAAAAA6Pt4hy4AAACATkXjCfmDoXy3AQAAAAAA0O8Q6AIAAADoVDgS63Sb5TbWQoucdmuOOwIAAAAAAOgf2HIZAAAAwDFF4wmFIzE1NkXTvqfS4+IduQAAAAAAAFlCoAsAAADgKM0tCXl9AfmDoS5N5lZ6XKqpKs9xdwAAAAAAAP2HqQPdHTt2pD47nU4NGDAg41rxeFzhcDh1XFJS0q3eAAAAgL7M6wuorr4hrbW11RVyO2xy2q1M5gIAAAAAAGSZqQPd0tJSGYYhSfL7/brooosyrvXmm2/qkksukSQZhqHW1tas9AgAAAD0NdF4Qv5gKO31bodNZcVFOewIAAAAAACg/zJ1oCtJyWQyFepmoxYAAACA4wtHYl3aZtlpt+a4IwAAAAAAgP7L9IFutsJcAAAAAO1F4wmFI7Gjzjc2RdOuUelxsc0yAAAAAABADpk+0AUAAACQXc0tCXl9AfmDobQncY9kLbSo0uNSTVV5lrsDAAAAAADA4fpNoBuN/nPKwGaz5bETAAAAIL+8voDq6hsyure2ukJuh01Ou5XJXAAAAAAAgB7QbwLdDz/8MPXZ4XDksRMAAAAgf6LxhPzBUMb3ux02lRUXZbEjAAAAAAAAHI8l3w30hIMHD+qpp56SdOidvOPHj89zRwAAAEB+hCOxbm2z7LRbs9wRAAAAAAAAjifvE7rPPPNMWuteffVVNTY2pl03mUzqwIED2rRpk1588UWtW7cude2cc87pcp8AAABAf1fpcbHNMgAAAAAAQA/Le6A7Y8YMGYZxzOvJZFKStHDhwoyfkUwmU88wDEMzZ87MuBYAAABgdtF4QuFIrMNrjU3RLtezFlpU6XGppqq8u60BAAAAAACgi/Ie6LZpC24zvX4shmHIMIzU/d/4xjc0efLkjGoBAAAAZtbckpDXF5A/GMpoW+Xa6gq5HbajzjvtViZzAQAAAAAA8sQUgW6mYW1Xak+aNEnf/OY3deONN+bsWQAAAEA+eX0B1dU3ZHy/22FTWXFRFjsCAAAAAABAd+U90P3Zz37W4flkMqlbbrkltVXyXXfdpYkTJ6Zd12KxaPDgwSouLtakSZM0atSorPQLAAAAmFE0npA/GMp3GwAAAAAAAMiyvAe6s2fPPua1W265JfV5+vTpuuiii3qiJQAAAKDXCUdiGW2z3MZaaJHTbs1iRwAAAAAAAMiGvAe6ncnldswAAABAbxeNJxSOxNTYFO1WnUqPi/fkAgAAAAAAmJCpA92///3vqc8nnHBCHjsBAAAAzKW5JSGvLyB/MNTtydxKj0s1VeVZ7A4AAAAAAADZYupAd9y4cfluAQAAADAlry+guvqGtNbWVlfI7bB1eM1ptzKZCwAAAAAAYGKmDnQBAAAAHC0aT8gfDKW93u2wqay4KIcdAQAAAAAAIFcs+W4AAAAAQNeEI7G0t1m2FlrktFtz3BEAAAAAAABypVdO6MZiMe3YsUP79u1Tc3Ozkslkl2tMnTo1B50BAAAA5lLpcbGlMgAAAAAAQC/WawLdDRs26IknntBvf/tbrVu3TolEIuNahmGotbU1i90BAAAAuReNJxSOxNTYFO10rbXQokqPSzVV5T3QGQAAAAAAAHLF9IFuPB7Xt7/9bf3oRz/SwYMHM5rGBQAAAHqz5paEvL6A/MFQp1st11ZXyO2wyWm3MpkLAAAAAADQB5g60E0kErr22mv10ksvpYJcwzAkiWAXAAAA/YbXF1BdfUNaa90Om8qKi3LcEQAAAAAAAHqKqQPdhx9+WC+++KIMw5BhGEomk0omk/J4PDrttNM0cuRIDR48ON9tAgAAADkTjSfkD4by3QYAAAAAAADyxLSB7sGDB7VgwYJUkCtJn/3sZ/XQQw9p0qRJee4OAAAA6BnhSKzTbZbbWAstctqtOe4IAAAAAAAAPcm0ge6KFSv00UcfpaZzL7vsMr300kuyWCz5bi2rksmkNm/erNWrV2vbtm3au3evrFarhg8frvHjx+uss86SzWbL6jMjkYjefvttbdiwQU1NTRo0aJDGjBmjqVOnqqSkJKvPAgAAwNGi8YTCkVhaaxubomnXrfS4eG8uAAAAAABAH2PaQDcYDEo6FHgahqFFixb1mTB3z549Wrp0qX73u9/ptdde00cffXTMtQMGDNDll1+uO++8UxdccEG3nrtp0ybde++9ev7559XS0nLUdcMwdMEFF2jevHk6//zzu/UsAAAAHK25JSGvLyB/MJT21G06rIUWVXpcqqkqz1pNAAAAAAAAmINpA91wOJz6PHbsWJ100kl57CZ7brvtNj3++OMdBqodicfjWrp0qZYuXaovf/nL+vGPfyyHw9Hl5z7//PO66aabdODAgWOuSSaTWr58uS688ELNmTNH3//+92UYRpefBQAAgI55fQHV1TdkrV5tdYXcDpucdiuTuQAAAAAAAH2UaQPdAQMGSDo0NTpy5Mg8d5M9K1as6DDMLSgo0KhRo+RyuRSPx/WPf/xD+/bta7fml7/8pdatW6dXX31VQ4YMSfuZtbW1uv7663XwYPspEKfTqbKyMu3cuVPbt29Pvas4mUzqBz/4gWKxmB566KEMviUAAACOFI0n5A+GslrT7bCprLgoqzUBAAAAAABgLqbdw3js2LGpz3v37s1fIzk0bNgw3XrrrVq2bJn27NmjrVu36s9//rMCgYB27dql119/XdOmTWt3z8qVK3XjjTem/YwPPvhAN910U7swt7y8XK+99pp27typ999/X1u3btXatWv1xS9+sd29ixYt0q9+9atufUcAAAAcEo7Esr7NstNuzVo9AAAAAAAAmJNpA91p06bJYrEomUxq8+bNx90quLcZO3asHn/8ce3YsUM/+clPNH36dNnt9nZrCgoKdOGFF+r111/XLbfc0u7aCy+8oNdffz2tZ33nO9/R/v37U8dnnXWW3nzzTX3mM59pt27ChAny+XxHPWvOnDlqbW3tytcDAADAYaLxhLbuPqDGpmhW61Z6XGyzDAAAAAAA0A+YNtAdOXKkrrjiCklSS0tLn5kUnTdvntavX6/Zs2dr0KBBna4vKCjQI488ojPPPLPd+ccff7zTe//2t7/pueeeSx0PHDhQv/jFL475Dl7DMPSjH/1I48ePT5374IMPtGTJkk6fBQAAgPaaWxL62jN/Ufm832vaf72uax57Nyt1rYUWXTF5lGqqyrNSDwAAAAAAAOZm2nfoStJ//dd/6fe//71isZjmzp2r6dOnq7i4ON9tdcvll1/e5XsKCgo0Z84cXXvttalzr7zySqf3Pfnkk+22Wv7Xf/1XTZw48bj32Gw23X333Zo9e3bq3OOPP66bb765y30DAAD0Z15fQHX1DWmtra2ukNthS2ut025lMhcAAAAAAKAfMe2EriSdfPLJWrJkiSwWi7Zu3arp06eroSG9vxTra458l+6uXbs63Yb6pZdeand8eEh7PNddd50GDx6cOn7vvfe0Y8eONDsFAABANJ6QPxhKe73bYVNZcVFaP4S5AAAAAAAA/YupA13pULj4wgsvaOjQoXrvvff0qU99Svfee6/WrFmT79Z61PDhw486t2/fvmOuX79+vTZu3Jg6Hjx4sKZOnZrWs45cm0wmtWzZsi50CwAA0L+FIzHFWg92vlCHtlB22q057ggAAAAAAAC9lam3XD755JNTny0Wi5LJpPbs2aMFCxZowYIFstlsGjFihGy29Lana2MYhtavX5/tdnNq+/btR50bMWLEMdevWrWq3fHZZ5+twsL0/3F/+tOf1v+xd/fRkdflocCfGcNOdiEB4s4msGS5K3jAXNtF8S0qHBGjliMvpzeIAkds7cvWq9VeGXrUK70o9iIrxVJLb48vR20RvRvfjqlvA8iBQotLbZPiLFQqLwWTYXBhd3bJJLPD3D+4m252w+5kMslMks/nnBx+L9/v83uiHD1nn32ebzabfd54AAA0xkBft65bAAAAAJ5XSxd0H3zwwUgkElGtViORSEQikYiI5zpGIyImJibisccem3PcfXGWkjvvvHPG/YknnhirVq163vXbt2+fcd/X1zen7x24/sB4AAAcrFSuRKE4GeO7Soddm2pLxkBfd2wZ3LQImQEAAACwVLV0QXefAwuw8ynI7isGLzVf/OIXZ9yfc845h1x/YAdyb2/vnL534Pql1tEMALCYJqYqkRkaiWwuf9hRy1s390dPZ3ukO1I6cwEAAAA4rJYu6B5//PFLspu20b73ve/FHXfcMePZu9/97kPueeKJJ2bcn3DCCXP65vr162fcFwqFOe1/Pk888cScY+1/FjAAQCvKDI3E8OhYTWt7Otujt2vNAmcEAAAAwHLR0gXdesYpLzc7duyI3//935/x7IILLohXvepVh9y3e/fuGfdHHnnknL574PpyuRyTk5ORSqXmFOdAN954Y1x11VXzigEA0EpK5Upkc/lmpwEAAADAMpVsdgI8v2effTYuvfTSGYXto48+Om644YbD7j2woNve3j6nb69evfqwMQEAiCgUJw87ZnmfVFsy0h3z+wtyAAAAAKwsLd2hu9JlMpn4/ve/P+PZX//1X9d0Hm6pVJpxv2rVqjl9e7ZO3ImJiTnFAABYqkrlShSKkzWtHd9VOvyi/2+gr9u5uQAAAADMiYJui7rhhhviz/7sz2Y8u+KKK+Kiiy6qaf+BHblTU1Nz+v7k5MF/gDnXLt/ZvPe9740LL7xwTnsefPDBuOCCC+b9bQCAw5mYqkRmaCSyuXzNXbe1SLUlY6CvO7YMbmpYTAAAAABWBgXdFvTVr341PvjBD8549u53vzuuueaammMcddRRM+4P7Ng9nNm6cQ+MWY9169bFunXr5h0HAGAhZIZGYnh0rGHxtm7uj57O9kh3pHTmAgAAAFCXJV/QnZiYiJ07d8azzz4b6XQ6jjjiiGanNC/Dw8Nx2WWXRbVanX72m7/5m/H5z38+EolEzXEOLL7u2bNnTnkcuL6tra0hHboAAK2qVK5ENpdvaMyezvbo7VrT0JgAAAAArCxLrqB7xx13xDe+8Y2488474/77758xGjibzcYb3/jGg/b8y7/8SzzzzDMREXHMMcdEX1/fouU7Fz/+8Y/jwgsvjL17904/GxgYiJtvvjle8IK5dXQc2AX72GOPzWn/448/PuM+nU7PaT8AwFJTKE42fMxyuiPVsHgAAAAArExLpqC7bdu2eO973xs//elPp5/t38V6qO7Vv/3bv43rr78+IiKOPvroGBsbi1Sqtf5w7Z577onzzjtvxmjk1772tfGtb30rVq1aNed4p5xyyoz7Rx99dE77D1x/6qmnzjkHAICVbKCv25hlAAAAAOYt2ewEavHZz342Xv/618dPf/rT6SLuvn/WMob4Ax/4QLzgBS+IarUaO3fujG9+85sLmu9cjY6Oxm/8xm/E7t27p5+97GUvi+9973tx5JFH1hXzwAJsLpeb0/7t27cfMh4AwFJUKlfiP3Y8M+vP+K7S4QPUINWWjLf9+nGxZXBTQ+IBAAAAsLK1fIful7/85fjDP/zDiPjP4m0ymYzTTjstNmzYEN/61rcOG6O3tzfOOuusyGazERHxne98J975zncuXNJz8MADD8TAwEA89dRT089e8pKXxA9/+MM4+uij64572mmnzbjftm1b7N27N9raavuv/K677jpkPACApWRiqhKZoZHI5vJ1jVXeurk/ejrba1qb7kjpzAUAAACgYVq6oPvoo4/G5s2bZ3Th/tEf/VF8+MMfjrVr10bEc8XdWrp0/9t/+2+RzWajWq3GrbfeumA5z8UjjzwSb3rTm+KJJ56YfrZx48bIZrPzPrP21FNPjZNOOin+/d//PSIi9uzZE3fffXeceeaZh927Z8+e+Id/+Ifp+0QiEW9729vmlQ8AQDNlhkZieHSs7v09ne3R27WmgRkBAAAAQG1aeuTylVdeGZOTk9Pjlf/mb/4mrrvuuuli7lycccYZ09c7duyIX/ziFw3Lsx5jY2Nx9tlnx2OPPTb9bP369XHrrbfG+vXrG/KN8847b8b9F77whZr2ff3rX58x/vkVr3hFHH/88Q3JCQBgsZXKlcjm8s1OAwAAAADq0rIF3ampqfjGN74RiUQiEolE/O7v/m5cfPHFdcc75ZRTYvXq1dP3B54Ru5h27NgRAwMD092zERHpdDqy2Wxs3LixYd/57d/+7Rndy1/72tcO+3uXSqW45pprZjx7z3ve07CcAAAWW6E4WdeY5X1SbclId6QamBEAAAAA1K5lC7p333137NmzZ7o7N5PJzCteMpmc0WW6f2fsYioWi/HWt741fvazn00/O+aYY+JHP/pRvOQlL2not1760pfG29/+9un7qampuOyyy2LXrl2zrq9Wq/HBD34wfv7zn08/e9GLXhS//du/3dC8AAAarVSuxH/seGbWn/FdpXnFHujrdiYuAAAAAE3TsmfoPvTQQ9PX69evj5NOOmneMY855pjp6+crai608847L7Zt2zbj2f/4H/8jnnzyybjlllvmFOv000+PY4899pBrrr766vjud78bzzzzTEREbNu2Lc4888z4zGc+E294wxum1/3bv/1bfPjDH45vfvObM/Zfc801ccQRR8wpLwCAxTIxVYnM0Ehkc/l5deHOJtWWjIG+7tgyuKmhcQEAAABgLlq2oFsoFCIiIpFIxHHHHdfw+M8+29g/8KvV7bffftCzK6+8sq5YP/7xj2cUZWdz8sknxxe+8IW4+OKLp7udR0ZG4qyzzop0Oh0bNmyIJ554Ih577LHp9/u8//3vjwsvvLCu3AAAFkNmaCSGR8fq3r91c3/0dLbP+i7dkdKZCwAAAEDTtWxBd9WqVdPXU1NTDYm5Y8eO6esXvvCFDYm5FLzjHe+IarUa73nPe2JiYmL6eaFQmC6cH+jyyy+Pa6+9drFSBACYs1K5Etlcfl4xejrbo7drTYMyAgAAAIDGa9kzdNetWxcRz53r+vjjj8873s6dO+ORRx6JRCIRERHpdHreMZeSd77znXHffffFxRdffMgRymeeeWbcfvvtsWXLlun/rAAAWlGhODmvMcuptmSkO1INzAgAAAAAGq9lO3T3PzP3V7/6VTzwwANxyimn1B3vhz/84fSY5UQiEa985Svn+sxNAAAgAElEQVTnnWM9DhxrvJhe9KIXxU033RR/9Vd/FX//938fP//5z6NYLEZ7e3ts2LAhXve618X69eublh8AwGxK5UoUipMHPR/fVZpX3IG+biOVAQAAAGh5LVvQfeUrXxnHHntsPP300xER8bnPfS4+/elP1x3vuuuum75+8YtfHMcff/y8c1yqOjs745xzzml2GgAAhzQxVYnM0Ehkc/l5deIeKNWWjIG+7tgyuKlhMQEAAABgobRsQTeZTMb5558fX/rSlyIi4i//8i/jXe96V/z6r//6nGP96Z/+aWzbti0inuvOvfTSSxuZKgAACyAzNBLDo2N17d26uT96OttnfZfuSOnMBQAAAGDJaNkzdCMirrzyyli1alUkEomYnJyMt7zlLXHvvffWvP/ZZ5+Nj33sY/Gxj31s+jzYo48+Ov7wD/9woVIGAKABSuVKZHP5uvf3dLZHb9eaWX8UcwEAAABYSlq6oPtf/st/iY985CNRrVYjkUhEPp+P/v7++K3f+q247bbbYufOnRHxn+fSVqvVePrpp+Pee++Na6+9Nk4++eT40z/906hWq9Mxrr/++ujs7GzmrwUAwGEUipN1j1lOtSUj3ZFqcEYAAAAA0BwtO3J5nyuvvDJ+/vOfx0033RSJRCIqlUp85Stfia985Ssz1lWr1Xjzm9980LOI58YsV6vVeP/73x+XXXbZouUOAMDiG+jr1oULAAAAwLLR8gXdiIgvf/nLsWHDhvjUpz41/Wz/Yu2Bz/bZV8hNJBLx8Y9/PD760Y8uTsIAABxWqVyJQnFy1nfju0pzjpdqS8ZAX3dsGdw039QAAAAAoGUsiYJuMpmMT37yk/HWt741rrrqqrjttttmXbevuLv/COYzzjgjrr766jjjjDMWLV8AAJ7fxFQlMkMjkc3l6xqrvHVzf/R0th/0PN2R0pkLAAAAwLKzJAq6+5xxxhlxyy23xH333Rff//73484774zt27fHr371q9i5c2esXr061q5dGxs3boyzzjor3vrWt8arXvWqZqcNAMB+MkMjMTw6Vvf+ns726O1a08CMAAAAAKB1LamC7j4vfelL46UvfWlkMplmpwIAwByUypXI5vLNTgMAAAAAloxksxMAAGDlKBQn6xqzvE+qLRnpjlQDMwIAAACA1rYkO3QBAGhdpXIlCsXJWd+N7yrNK/ZAX7dzcgEAAABYURR0AQBoiImpSmSGRiKby8+rC3c2qbZkDPR1x5bBTQ2NCwAAAACtruULur/85S+nr48++ug48sgj5xxjz549sXPnzun7448/viG5AQDwnzJDIzE8Olb3/q2b+6Ons33Wd+mOlM5cAAAAAFakli7o/vCHP4xzzjln+v4nP/lJnH766XOOs3379nj1q189ff/jH/84zjzzzIbkCADAc2OWs7n8vGL0dLZHb9eaBmUEAAAAAMtDstkJHMrnPve5qFarUa1W4w1veENdxdyIiFe84hVxxhlnTMf6/Oc/3+BMAQBWtkJxcl5jllNtyUh3pBqYEQAAAAAsDy1b0C2Xy/GjH/0oEolEJBKJeOc73zmveJdeeun09fe+972oVqvzTREAgAYZ6Os2UhkAAAAAZtGyI5dHRkZi9+7dERGRSCTirW9967zi7b//qaeeip/97Gfx0pe+dF4xAQBWklK5EoXi5KzvxneV6oqZakvGQF93bBncNJ/UAAAAAGDZatmC7v333z99vXbt2jjhhBPmFe+EE06IdDodhUIhIiJyuZyCLgBADSamKpEZGolsLl/XWOWtm/ujp7N91nfpjpTOXAAAAAA4hJYt6O4rvCYSiTjuuOMaEvO4446bjjs+Pt6QmAAAy11maCSGR8fq3t/T2R69XWsamBEAAAAArBwte4buxMTE9HV7++wdHXO1f5w9e/Y0JCYAwHJWKlcim8s3Ow0AAAAAWLFatqB77LHHTl8/+eSTDYm5f5yjjjqqITEBAJazQnGyrjHL+6TakpHuSDUwIwAAAABYWVp25HI6nY6IiGq1Go8++mjs2rUrOjs76463c+fOeOSRRyKRSMyIDwDAc524heLkQc/Hd5XmFXegr9sZuQAAAAAwDy1b0P21X/u1iHjuDN1KpRLDw8Nx8cUX1x3vu9/9blQqlemYp556akPyBABYyiamKpEZGolsLj+vTtwDpdqSMdDXHVsGNzUsJgAAAACsRC1b0D3llFPihBNOiMcffzyq1WpcddVV8fa3vz3a2uaecrlcjk984hORSCSiWq3GunXr4rTTTluArAEAlpbM0EgMj47VtXfr5v7o6Wyf9V26I6UzFwAAAAAaoGXP0I2IuOiii6JarUYikYgHH3wwLrvssrriXHbZZfHzn/98Otbb3/72BmcKALD0lMqVyObyde/v6WyP3q41s/4o5gIAAABAY7R0QfeP//iP48gjj4yI587S/drXvhZvetOb4pFHHqlp/8MPPxxnn312fP3rX58+O3f16tXxkY98ZMFyBgBYKgrFybrHLKfakpHuSDU4IwAAAADgQC07cjkiYu3atfGpT30q3ve+902PS77tttvixS9+cbztbW+Lc845J17xilfEunXr4qijjordu3fHE088Effee29873vfi+Hh4ahUKlGtViPiubNzr7nmmuju7m7ybwYA0HilciUKxcma14/vKtX9rYG+bl24AAAAALAIWrqgGxHx3ve+N3K5XNx4443TXbZ79+6N73znO/Gd73znkHv3jVjeVwx+//vfH+973/sWI20AgEUzMVWJzNBIZHP5ujtua5VqS8ZAX3dsGdy0oN8BAAAAAJ7T8gXdiIjPfvazsXHjxvjwhz8ce/funS7s7uu8nc3+hdwjjjgirr322vjABz6wWCkDACyazNBIDI+ONTTm1s390dPZftDzdEdKZy4AAAAALKKWPkN3fx/60Idi27ZtMTg4OF2o3Wdf8XZfoTfiuWJvMpmMd7zjHfFP//RPirkAwLJUKlcim8s3PG5PZ3v0dq056EcxFwAAAAAW15Lo0N1n06ZN8X//7/+Nxx9/PG655Za4884749///d9jx44dUSwWo6OjI7q6uuLFL35xnHHGGfGmN70pjjvuuGanDQCwYArFyYaPWU61JSPdkWpoTAAAAACgPkuqoLvP+vXr47LLLovLLrus2akAACw7A33dOnEBAAAAoEUsyYIuAMByVipXolCcrGnt+K5Sw76bakvGQF93bBnc1LCYAAAAAMD8tGxB9/vf/378yZ/8yfT9pz71qTjrrLOamBEAwMKamKpEZmgksrl8Q8Yob93cHz2d7TWvT3ekdOYCAAAAQItp2YLufffdF/fee29ERKxevTr6+/ubnBEAwMLKDI3E8OhYw+L1dLZHb9eahsUDAAAAABZfstkJPJ9EIjH9zw0bNkR7e+3dJQAAS02pXIlsLt/sNAAAAACAFtOyBd3jjz9++rqjo6OJmQAALLxCcbIhY5b3SbUlI92Ralg8AAAAAKA5Wnbk8oknnjh9PT4+3sRMAAAao1SuRKE4Oeu78V2lhn5roK/bebgAAAAAsAy0bEG3v78/1q1bF0888UQ8/vjj8dBDD8XGjRubnRYAwJxNTFUiMzQS2Vy+oV24s0m1JWOgrzu2DG5a0O8AAAAAAIujZQu6yWQyLrnkkrj++usjIuLP//zP4zOf+UyTswIAmLvM0EgMj47VvX/r5v7o6WyvaW26I6UzFwAAAACWkZYt6EZEfPSjH42bb745xsfH48Ybb4yzzz47zj333GanBQBQs1K5Etlcfl4xejrbo7drTYMyAgAAAACWkmSzEziUrq6uGB4ejrVr18bevXvjwgsvjP/1v/5XPPPMM81ODQCgJoXi5LzGLKfakpHuSDUwIwAAAABgKWnpDt277747IiI+85nPxIc+9KHI5/PxiU98Iq6//vo499xz41WvelVs3LgxOjs744gjjphT7Ne+9rULkTIAQEMN9HUboQwAAAAAK1hLF3Rf//rXRyKRmL5PJBJRrVajWCzGzTffHDfffHNdcROJROzdu7dRaQIAHKRUrkShOBnju0p17U+1JWOgrzu2DG5qcGYAAAAAwFLS0gXdfarV6nRhd/8Cb7VabVZKAACzmpiqRGZoJLK5/GFHLW/d3B89ne2zvkt3pHTmAgAAAACtX9DdV7RVvAUAloLM0EgMj47VtLansz16u9YscEYAAAAAwFLW0gXdj370o81OAQCgZqVyJbK5fLPTAAAAAACWkZYu6H7iE59odgoAADUrFCcPO2Z5n1RbMtIdqQXOCAAAAABY6lq6oAsA0IpK5UoUipMHPR/fVao5xkBftzNyAQAAAIDDUtAFAKjRxFQlMkMjkc3la+7EPVCqLRkDfd2xZXBTg7MDAAAAAJYjBV0AgBplhkZieHSsrr1bN/dHT2d7pDtSOnMBAAAAgJop6AIA1KBUrkQ2l697f09ne/R2rWlgRgAAAADASrBkC7qjo6Oxffv22LFjR+zcuTOeffbZuPTSS2PDhg3NTg0AWIYKxcl5jVlOd6QanBEAAAAAsBIsqYLufffdF3/2Z38W3/72t2Pnzp0HvX/Na14za0H305/+dPzbv/1bRERs2LAh/uf//J8LnisAsPSUypUoFCdnfTe+q1R33IG+bmOWAQAAAIC6LImCbrlcjssvvzw++9nPRkREtVo9aE0ikXje/WvXro0rrrgiEolEJBKJeNe73qWTFwCYNjFViczQSGRz+bq7cGeTakvGQF93bBnc1LCYAAAAAMDK0vIF3YmJiRgYGIh/+Id/iGq1elDhNpFIzFrg3d8ll1wSV1xxRTz55JMREfG3f/u38ZGPfGTBcgYAlpbM0EgMj47VvX/r5v7o6Ww/6Hm6I6UzFwAAAACYl2SzEzicSy65JO6+++7p+0QiEeeee278xV/8RXz7298+bDE3IuKII46ICy64YPr+Bz/4wYLkCgAsPaVyJbK5/Lxi9HS2R2/XmoN+FHMBAAAAgPlq6Q7dv/u7v4tvf/vb0125J510UgwNDcWmTTPHFh5q3PI+5513Xnz+85+ParUa99xzT0xMTMTq1asXJG8AYOkoFCfnNWY51ZaMdEeqgRkBAAAAAPynlu7Q/cQnPhERz52Zu27durj99tsPKubW6pWvfOX09d69e2P79u0NyREAWNkG+rp14gIAAAAAC6ZlO3Tz+Xxs27Ztuvv24x//eKxfv77ueN3d3ZFOp6NQKERExAMPPBAvf/nLG5IrANA6SuVKFIqTNa8f31Wq6zuptmQM9HXHlsH6/rIZAAAAAEAtWrage9ddd02fj3vEEUfExRdfPO+Ya9eunS7oPvnkk/OOBwC0jompSmSGRiKby89rhPL+tm7uj57O9lnfpTtSOnMBAAAAgAXXsgXdfD4fEc+dj3vyySfHkUceOe+YnZ2d09e7d++edzwAoHVkhkZieHSsoTF7Otujt2tNQ2MCAAAAAMxFy56h+/TTT09f71+InY9nnnlm+rq9ffZuGwBg6SmVK5HN5ZudBgAAAABAw7VsQffYY4+dvt61a1dDYo6N/WfXztq1axsSEwBovkJxsmFjlvdJtSUj3ZFqaEwAAAAAgLlq2YLuunXrIiKiWq3GL37xiyiXy/OK9+CDD844N7e3t3de8QCA1lAqV+KxpyYaHnegr9sZuQAAAABA07XsGbqveMUrpq+npqbitttui7e85S11x/vqV786fb1q1ap4zWteM6/8AIDmmpiqRGZoJLK5fEO7c1NtyRjo644tg5saFhMAAAAAoF4tW9DdsGFDvOQlL4n7778/IiKuvfbaugu6+Xw+brjhhkgkEhER8brXvc4ZugCwxGWGRmJ4dOyw67Zu7o+eztr/fz/dkdKZCwAAAAC0jJYduRwR8Tu/8ztRrVajWq3G7bffHp/61KfmHGP37t1x4YUXxo4dO6JarUZExAc+8IFGpwoALKJSuRLZXL6mtT2d7dHbtabmH8VcAAAAAKCVtHRB97//9/8eGzZsiEQiEdVqNT7ykY/EBz7wgdi9e3dN+2+99dZ4zWteE3fddVckEolIJBJx+umnx7nnnrvAmQMAC6lQnKxpzHKqLRnpjtQiZAQAAAAAsDBaduRyxHNn3d58881x9tlnx+TkZFSr1fjsZz8bX/rSl+L888+P008/PSIiqtVqJBKJ+MEPfhCjo6Px4IMPxm233RYPPPDA9LtqtRrHHnts3HzzzU3+rQCAxTLQ163jFgAAAABY0lq6oBsR0d/fH1/96lfj4osvjsnJyYiIKBaLcdNNN8VNN900va5arcZ111034z4ipou5HR0dsXXr1jjppJMW9xcAAOpSKleiUJyc9d34rtIh96bakjHQ1x1bBjctRGoAAAAAAIum5Qu6EREXXHBB3HPPPXHRRRfF/fffH4lEYvrd/tf7F3H3Pa9Wq3HqqafGN7/5zTj11FMXN3EAYM4mpiqRGRqJbC5f01jlA938u6+Jl204RmcuAAAAALAstPQZuvv7tV/7tRgdHY2vfOUr8fKXvzyq1epBP/vsuz/llFPiC1/4Qvzrv/6rYi4ALBGZoZEYHh2rq5gbEXHCsasVcwEAAACAZWNJdOju09bWFpdeemlceumlUSgU4s4774zt27fHr371q3j66adjzZo1sXbt2ti4cWOcddZZsWHDhmanDADMQalciWwu3+w0AAAAAABaxpIq6O4vnU7Hb/7mbzY7DQCggQrFybo7cyOeOzs33ZFqYEYAAAAAAM21ZAu6AMDyUSpXolCcjPFdpXnFGejrNm4ZAAAAAFhWFHQBgKaZmKpEZmgksrn8vDtzB/q6Y8vgpgZmBwAAAADQfC1X0M3lcvGjH/0o/vVf/zWefPLJ2Lt3b7zwhS+MjRs3xhvf+MZ4/etfHy94gc4bAFgOMkMjMTw6VtParZv7o6ezfdZ36Y6UzlwAAAAAYFlqmYLufffdFx/60Ifilltued41V199dWzcuDE++clPxkUXXbSI2QEAjVYqVyKby9e8vqezPXq71ixgRgAAAAAArSfZ7AQiIn7wgx/Ea1/72rjllluiWq1O/+yz/7Nf/OIXcfHFF8cVV1zRxIwBgPkqFCdrHrOcaktGuiO1wBkBAAAAALSepnfoPvjggzE4OBjPPPNMREQkEomIiIOKuvue73t33XXXxcknnxy/93u/t7gJAwA1K5UrUShOzvpufFep5jgDfd1GKgMAAAAAK1LTC7p/8Ad/EM8888yMQm4ymYzTTjstXvSiF8URRxwRv/zlL2Pbtm0xMTERiUQiEolEVKvVuPzyy2NwcDC6urqa/FsAAPubmKpEZmgksrl8zV24s0m1JWOgrzu2DG5qYHYAAAAAAEtHUwu627dvj1tvvXW6QBsRcckll8Q111wT69evn7F2YmIibrjhhrjyyitj7969ERGxZ8+e+PKXvxx/9Ed/tOi5AwDPLzM0EsOjY3Xv37q5P3o62yPdkdKZCwAAAACsaE09Q3fr1q3T14lEIj74wQ/G3/zN3xxUzI2IWL16dfzxH/9xDA0NTa+PiPjGN76xOMkCADUplSuRzeXnFaOnsz16u9Yo5gIAAAAAK15TC7rbtm2LiOfGLK9fvz6uvfbaw+4599xz46KLLpo+Y/ef//mf49ln6x/lCAA0VqE4Oe8xy+mOVAMzAgAAAABYuppa0N2+fXtEPNdt+453vCPa2mqbAP3ud797+rpUKsXDDz+8ANkBAM0w0NetMxcAAAAA4P9r6hm6Tz311PT1y1/+8pr3nX766TPun3766YblBADUplSuRKE4edDz8V2luuKl2pIx0NcdWwY3zTc1AAAAAIBlo6kF3Z07d06fhfvCF76w5n3HHntsRPznObrFYrHxyQEAs5qYqkRmaCSyufycRytv3dwfPZ3ts75Ld6R05gIAAAAAHKCpBd1nn312uij7ghfU/ge4yeTMSdGVSqWheQEAzy8zNBLDo2N17e3pbI/erjUNzggAAAAAYPlq6hm6AMDSUipXIpvLNzsNAAAAAIAVQ0EXAKhZoTg55zHL+6TakpHuSDU4IwAAAACA5a2pI5cBgNZTKleiUJyc9d34rlLdcQf6up2RCwAAAAAwRy1T0B0ZGYm2tvrSqWfvmWeeWde3AGC5mpiqRGZoJLK5fN1duLNJtSVjoK87tgxualhMAAAAAICVoiUKutVqNS6//PK69kXEnPcmEonYu3fvnL8HAMtZZmgkhkfH6t6/dXN/9HS2H/Q83ZHSmQsAAAAAUKeWKOgmEonp4uxc9uwz170AwEylciWyufy8YvR0tkdv15oGZQQAAAAAQESLFHQjZhZoF3Kv4i8AHKxQnJzXmOVUWzLSHakGZgQAAAAAQESTC7obNmyYVyEXAGgNA33dxioDAAAAACyAphZ0H3744WZ+HgCYp1RbMgb6umPL4KZmpwIAAAAAsCy1zMhlAKA1bd3cHz2d7bO+S3ekdOYCAAAAACwgBV0A4JB6Otujt2tNs9MAAAAAAFiRks1OAAAAAAAAAIDZKegCAAAAAAAAtCgjlwFgGSqVK1EoTta8fnxXaQGzAQAAAACgXgq6ALCMTExVIjM0EtlcPib3PtvsdAAAAAAAmCcFXQBYRjJDIzE8OtbsNAAAAAAAaBBn6ALAMlEqVyKbyzc7DQAAAAAAGkhBFwCWiUJxsuFjllNtyUh3pBoaEwAAAACA2inoAsAyUCpX4rGnJhoed6CvO9qPeEHD4wIAAAAAUBtn6ALAEjYxVYnM0Ehkc/mGduem2pIx0NcdWwY3NSwmAAAAAABzp6ALAEtYZmgkhkfHDrtu6+b+6OlsrzluuiOlMxcAAAAAoAUo6ALAElUqVyKby9e0tqezPXq71ixwRgAAAAAANJozdAFgiSoUJ2sas5xqS0a6I7UIGQEAAAAA0GgKugCwzA30dRufDAAAAACwRBm5DABLTKlciUJxMsZ3lQ65LtWWjIG+7tgyuGmRMgMAAAAAoNEUdAFgiZiYqkRmaCSyufxhRy3f/LuviZdtOEZnLgAAAADAEqegCwBLRGZoJIZHx2pae8KxqxVzAQAAAACWAWfoAsASUCpXIpvLNzsNAAAAAAAWmYIuACwBheLkYccs75NqS0a6I7XAGQEAAAAAsBiMXAaAFlEqV6JQnJz13fiuUs1xBvq6jVsGAAAAAFgmFHQBoMkmpiqRGRqJbC5fcxfubFJtyRjo644tg5samB0AAAAAAM2koAsATZYZGonh0bG692/d3B89ne2R7kjpzAUAAAAAWGYUdAGgiUrlSmRz+XnF6Olsj96uNQ3KCAAAAACAVpJsdgIAsJIVipPzHrOc7kg1MCMAAAAAAFqJDt0VplQqxd133x33339/PPXUU7Fq1ao44YQT4tWvfnW86EUvanZ6ACtGqVyJQnEyxneV5hVnoK/bmGUAAAAAgGVMQbfJHn/88fjJT34S99xzT/zkJz+Je++9N4rF4vT7E088MR5++OF5f6dQKMRVV10VX/rSl2LPnj2zrjn99NPjYx/7WJx//vnz/h4As5uYqkRmaCSyufy8O3MH+rpjy+CmBmYHAAAAAECrUdBtgrvuuiuuu+66uOeee+KXv/zlgn/v9ttvjwsvvDCefPLJQ677p3/6p7jgggviXe96V3zuc5+LVatWLXhuACtNZmgkhkfHalq7dXN/9HS2z/ou3ZHSmQsAAAAAsAIo6DbBtm3b4lvf+taifOvv//7v45xzzomJiYkZz4855pjYuHFjPPXUU/Ef//EfUalUpt995Stfid27d8fQ0FAkEolFyRNgJSiVK5HN5Wte39PZHr1daxYwIwAAAAAAWl2y2Qkw01FHHdWwWE899VRcdNFFM4q5J554Ynz729+OHTt2xE9/+tN46KGH4uGHH47f//3fn7H3m9/8Zlx//fUNywWAiEJxsuYxy6m2ZKQ7UgucEQAAAAAArU5Bt4k6OjriDW94Q2Qymdi6dWs8/PDD8d3vfrdh8bds2TJjpPPGjRvj7rvvjvPPP39G5+0JJ5wQ/+f//J/45Cc/OWP/xz/+8Xjqqacalg8AtRvo6zZSGQAAAAAAI5eb4dxzz403v/nNceqpp0YyObOm/tBDDzXkG4VCIf7iL/5ixrPPfe5zcfzxxz/vng9/+MPxwx/+MO64446IiNi5c2d8+tOfPqjQC8ChlcqVKBQnD3o+vqt02L2ptmQM9HXHlsFNC5EaAAAAAABLjIJuE5x00kkL/o2vfe1rsXv37un7M888M84+++xD7kkkEvEnf/InM9Z98YtfjKuvvtpZugA1mJiqRGZoJLK5fM2jlffZurk/ejrbI92R0pkLAAAAAMA0I5eXqe985zsz7t/znvfUtO+ss86KjRs3Tt+Pj4/HP/7jPzY0N4DlKjM0EsOjY3Mu5kZE9HS2R2/XGsVcAAAAAABmUNBdhnbv3j09NnmfN7/5zTXtTSQS8aY3vWnGs+Hh4YblBrBclcqVyObyzU4DAAAAAIBlRkF3GfrZz34W5XJ5+n7jxo3R09NT8/7Xve51M+7/5V/+pWG5ASxXheJkXZ25Ec+dm5vuSDU4IwAAAAAAlgNn6C5D27dvn3Hf19c3p/0Hrj8wHsBKVSpXolCcnPXd+K5S3XEH+rqNWgYAAAAAYFYKusvQAw88MOO+t7d3TvsPXP/II49EqVSK9vb2eecGsBRNTFUiMzQS2Vy+7i7c2aTakjHQ1x1bBjc1LCYAAAAAAMuLgu4y9MQTT8y4P+GEE+a0v7u7O9ra2mLv3r0REfHss8/Gr371q1i/fn1DcisUCnPa8+CDD877uwDzkRkaieHRsbr3b93cHz2dB/+lmHRHSmcuAAAAAACHpKC7DO3evXvG/ZFHHjmn/YlEIlavXh3FYvF5Y9brxhtvjKuuuqohsQAWQ6lciWwuP68YPZ3t0du1pkEZAQAAAACwkiSbnQCNd2DxtZ5RyatXrz5kTICVolCcnNeY5VRbMlYAzeMAACAASURBVNIdqQZmBAAAAADASqKguwyVSqUZ96tWrZpzjFRqZvFhYmJiXjkBrFQDfd3GKgMAAAAAUDcjl5ehAztyp6am5hxjcnLykDHr9d73vjcuvPDCOe158MEH44ILLmjI9wFmUypXolCcnPXd+K7SrM8PJ9WWjIG+7tgyuGk+qQEAAAAAsMIp6C5DRx111Iz7Azt2a3FgR+6BMeu1bt26WLduXUNiAczXxFQlMkMjkc3l6xqrvHVzf/R0zv4XXtIdKZ25AAAAAADMm4LuMnRg8XXPnj1z2l+tVhesoAvQSjJDIzE8Olb3/p7O9ujtWtPAjAAAAAAAYCZn6C5DB3bAPvbYY3Pan8/nY+/evdP3yWQy1q5d25DcAFpFqVyJbC7f7DQAAAAAAOCQFHSXoVNOOWXG/aOPPjqn/QeuP/HEExt2hi5AqygUJ+sas7xPqi0Z6Y5UAzMCAAAAAICDGbm8DJ166qkz7nO53Jz2b9++/ZDxAJaSUrkSheLkQc/Hd839fPH9DfR1OyMXAAAAAIAFp6C7DP3X//pf44gjjohyuRwREQ8//HCMjY3FcccdV9P+u+66a8b9aaed1vAcARbaxFQlMkMjkc3l59WJe6BUWzIG+rpjy+CmhsUEAAAAAIDno6C7DHV0dMSZZ54Zt9566/SzbDYb73rXuw67t1qtxi233DLj2bnnntvwHAEWWmZoJIZHx+rau3Vzf/R0zj5qPt2R0pkLAAAAAMCicYbuMnXeeefNuP/CF75Q074f//jH8dBDD03fd3d3x6tf/eqG5gaw0ErlSmRz+br393S2R2/Xmll/FHMBAAAAAFhMCrrL1Dve8Y448sgjp+/vuOOOuO222w65p1qtxlVXXTXj2W/91m9FMulfE2BpKRQn6x6znGpLRroj1eCMAAAAAACgPip1y9S6devife9734xnv/M7vxO//OUvn3fP//7f/zvuuOOO6fujjz46MpnMguUI0GilciX+Y8czMb6rVHeMgb5uXbgAAAAAALQMZ+g2yV133RUTExMHPR8ZGZlxXyqVDjrTdp/jjz8++vr6nvcbV1xxRXz5y1+O8fHxiIh46KGH4rWvfW3ccMMNce6550YikYiIiMceeyyuvvrq+Ou//usZ+z/60Y9GV1fXnH4vgGaYmKpEZmgksrn8vDpzB/q6Y8vgpgZnBwAAAAAA9VPQbZJLLrkkHnnkkcOuy+fzMTAwMOu7yy67LL70pS89796urq74+te/Hm95y1uiVHquW+2RRx6J888/P4455pjYuHFjPP300/Hoo49GpVKZsff888+Pyy+/vPZfCKCJMkMjMTw6VtParZv7o6ez/aDn6Y6UzlwAAAAAAFqOgu4yd+aZZ8bf/d3fxYUXXhg7duyYfv7000/HP//zP8+65+KLL44vfvGL0x28AK2sVK5ENpeveX1PZ3v0dq1ZwIwAAAAAAKBxnKG7ArzxjW+MXC4Xf/AHfxBr1jx/EeNlL3tZfOMb34ibbropUqnUImYIUL9CcbLmMcuptmSkO/zvGwAAAAAAS4cO3SZ5+OGHF/V73d3dceONN8Z1110Xd999d2zfvj2efvrpWLVqVaxfvz5e/epXx8knn7yoOQEstoG+bmOVAQAAAABYUhR0V5jVq1fH2WefHWeffXazUwGoWalciUJxctZ347tKh92fakvGQF93bBnc1OjUAAAAAABgQSnoAtCyJqYqkRkaiWwuX/NY5f1t3dwfPZ3tke5I6cwFAAAAAGBJUtAFoGVlhkZieHSs7v09ne3R2/X8Z4cDAAAAAECrSzY7AQCYTalciWwu3+w0AAAAAACgqRR0AWhJheJkXWOW90m1JSPdkWpgRgAAAAAAsPiMXAagaUrlShSKk7O+G99Vmlfsgb5u5+YCAAAAALDkKegCsOgmpiqRGRqJbC4/ry7c2aTakjHQ1x1bBjc1NC4AAAAAADSDgi4Aiy4zNBLDo2N179+6uT96OttnfZfuSOnMBQAAAABg2VDQBWBRlcqVyOby84rR09kevV1rGpQRAAAAAAC0rmSzEwBgZSkUJ+c1ZjnVlox0R6qBGQEAAAAAQOtS0AVgSRno6zZSGQAAAACAFcPIZQAWRalciUJxMsZ3leran2pLxkBfd2wZ3NTgzAAAAAAAoHUp6AKwoCamKpEZGolsLn/YUctbN/dHT2f7rO/SHSmduQAAAAAArDgKugAsqMzQSAyPjtW0tqezPXq71ixwRgAAAAAAsHQ4QxeABVMqVyKbyzc7DQAAAAAAWLIUdAFYMIXi5GHHLO+TaktGuiO1wBkBAAAAAMDSYuQyAHNSKleiUJysae34rlLNcQf6up2RCwAAAAAAB1DQBaAmE1OVyAyNRDaXr7nrthaptmQM9HXHlsFNDYsJAAAAAADLhYIuADXJDI3E8OhYw+Jt3dwfPZ3tke5I6cwFAAAAAIDnoaALwGGVypXI5vINjdnT2R69XWsaGhMAAAAAAJabZLMTAKD1FYqTDR+znO5INSweAAAAAAAsVzp0AXhepXIlCsXJGN9Vamjcgb5uY5YBAAAAAKAGCroAHGRiqhKZoZHI5vIN78wd6OuOLYObGhYTAAAAAACWMwVdAA6SGRqJ4dGxmtZu3dwfPZ3tNa1Nd6R05gIAAAAAwBwo6AIwQ6lciWwuX/P6ns726O1as4AZAQAAAADAypVsdgIAtJZCcbLmMcuptmSkO1ILnBEAAAAAAKxcCroA1G2gr9sIZQAAAAAAWEBGLgOsQKVyJQrFyVnfje8qHXZ/qi0ZA33dsWVwU6NTAwAAAAAA9qOgC7CCTExVIjM0Etlcvuaxyvvburk/ejrbI92R0pkLAAAAAACLQEEXYAXJDI3E8OhY3ft7Otujt2tNAzMCAAAAAAAOxRm6ACtEqVyJbC7f7DQAAAAAAIA5UNAFWCEKxcm6xizvk2pLRroj1cCMAAAAAACAwzFyGWCZKZUrUShOHvR8fFdpXnEH+rqdmwsAAAAAAItMQRdgmZiYqkRmaCSyufy8OnEPlGpLxkBfd2wZ3NSwmAAAAAAAQG0UdAGWiczQSAyPjtW1d+vm/ujpbJ/1XbojpTMXAAAAAACaREEXYBkolSuRzeXr3t/T2R69XWsamBEAAAAAANAIyWYnAMD8FYqTdY9ZTrUlI92RanBGAAAAAABAIyjoAqxwA33dRioDAAAAAECLMnIZYIkolStRKE7O+m58V2nO8VJtyRjo644tg5vmmxoAAAAAALBAFHQBWtzEVCUyQyORzeXrGqu8dXN/9HS2H/Q83ZHSmQsAAAAAAC1OQRegxWWGRmJ4dKzu/T2d7dHbtaaBGQEAAAAAAIvFGboALaxUrkQ2l292GgAAAAAAQJMo6AK0sEJxsq4xy/uk2pKR7kg1MCMAAAAAAGAxGbkM0IJK5UoUipMxvqs0rzgDfd3OyQUAAAAAgCVMQReghUxMVSIzNBLZXH7enbkDfd2xZXBTA7MDAAAAAAAWm4IuQAvJDI3E8OhYTWu3bu6Pns72Wd+lO1I6cwEAAAAAYBlQ0AVoEaVyJbK5fM3rezrbo7drzQJmBAAAAAAANFuy2QkA8JxCcbLmMcuptmSkO1ILnBEAAAAAANBsOnQBFlmpXIlCcfKg5+O7SjXHGOjrNlIZAAAAAABWAAVdgEUyMVWJzNBIZHP5mjtxD5RqS8ZAX3dsGdzU4OwAAAAAAIBWpKALsEgyQyMxPDpW196tm/ujp7M90h0pnbkAAAAAALCCKOgCLIJSuRLZXL7u/T2d7dHbtaaBGQEAAAAAAEtBstkJAKwEheLkvMYspztSDc4IAAAAAABYChR0AVrcQF+3McsAAAAAALBCGbkMsIBK5UoUipMxvqs0572ptmQM9HXHlsFNC5AZAAAAAACwFCjoAiyAialKZIZGIpvLH3bU8tbN/dHT2X7Q83RHSmcuAAAAAACscAq6AAsgMzQSw6NjNa3t6WyP3q41C5wRAAAAAACwFDlDF6DBSuVKZHP5ZqcBAAAAAAAsAwq6AA1WKE4edszyPqm2ZKQ7UgucEQAAAAAAsFQZuQzQIKVyJQrFyRjfVap5z0Bft3NyAQAAAACA56WgCzBPE1OVyAyNRDaXn1Nn7kBfd2wZ3LTA2QEAAAAAAEuZgi7APGWGRmJ4dKymtVs390dPZ3ukO1I6cwEAAAAAgMNS0AWYh1K5Etlcvub1PZ3t0du1ZgEzAgAAAAAAlpNksxMAWMoKxck5jVlOd6QWOCMAAAAAAGA5UdAFWCQDfd3GLAMAAAAAAHNi5DLAfkrlShSKkzWvH99VOuyaVFsyBvq6Y8vgpvmkBgAAAAAArEAKugARMTFViczQSGRz+ZpHKB/O1s390dPZHumOlM5cAAAAAACgLgq6ABGRGRqJ4dGxhsbs6WyP3q41DY0JAAAAAACsLM7QBVa8UrkS2Vz+/7F35+FRVGn//z/ZSEJIgEAg7DsDAVkFAVnFgIAiKAIiwyLKIOM86IMR0fFBnHHFGUeGcRlZBAVkEUHZJCAgyBJADErYwhYSSEgIgZCdpH9/8KO/qe4s3Ukn6STv13XluuacrlPnNGNVV9Vd5z5lPQwAAAAAAAAAAAArBHQBVHrxyRkOS7N8l6e7qwJ8PR26TwAAAAAAAAAAUPmQchlApZWela345AzF3kx3+L6Dg+qybi4AAAAAAAAAACg2AroAKp20zGyFrA1XaERciczMDQ6qq3mjOjp0vwAAAAAAAAAAoHIioAug0glZG66Nx67YtO2aaT0V6Odl874DfD2ZmQsAAAAAAAAAAByGgC6ASiU9K1uhEXE2bx/o56VG/lVLcEQAAAAAAAAAAAD5cy3rAQBAaYpPzrA5zbKnu6sCfD1LeEQAAAAAAAAAAAD5Y4YugAopPStb8ckZVvWxN9Nt3kdwUF3SJwMAAAAAAAAAgDJFQBdAhZKWma2QteEKjYizeSauJU93VwUH1dW8UR0dPDoAAAAAAAAAAAD7ENAFUKGErA3XxmNXitR2zbSeCvTzUoCvJzNzAQAAAAAAAACAUyCgC6DCSM/KVmhEXJHbB/p5qZF/VQeOCAAAAAAAAAAAoHhcy3oAAOAo8ckZxUqzHODr6eARAQAAAAAAAAAAFA8BXQCQFBxUlzTLAAAAAAAAAADA6ZByGUC5l56VrfjkDMXeTLe7rae7q4KD6mreqI4lMDIAAAAAAAAAAIDiIaALoNxKy8xWyNpwhUbEFZpqec20ngr087KqD/D1ZGYuAAAAAAAAAABwWgR0AZRbIWvDtfHYFZu2DfTzUiP/qiU8IgAAAAAAAAAAAMdiDV0A5VJ6VrZCI+LKehgAAAAAAAAAAAAlioAugHIpPjmj0DTLd3m6uyrA17OERwQAAAAAAAAAAOB4pFwGUK6kZ2UrPjlDsTfTbW4THFSXdXIBAAAAAAAAAEC5REAXQLmQlpmtkLXhCo2Is2tmbnBQXc0b1bGERwcAAAAAAAAAAFAyCOgCKBdC1oZr47ErNm27ZlpPBfp5KcDXk5m5AAAAAAAAAACgXCOgC8DppWdlKzQizubtA/281Mi/agmOCAAAAAAAAAAAoHS4lvUAAKAw8ckZdqVZDvD1LOERAQAAAAAAAAAAlA4CugAqlOCguqRZBgAAAAAAAAAAFQYplwE4hfSsbMUnZ+T5WezN9ELbe7q7KjioruaN6ujooQEAAAAAAAAAAJQZAroAylRaZrZC1oYrNCLO5rTKua2Z1lOBfl4K8PVkZi4AAAAAAAAAAKhwCOgCKFMha8O18diVIrcP9PNSI/+qDhwRAAAAAAAAAACA82ANXQBlJj0rW6ERcWU9DAAAAAAAAAAAAKdFQBdAmYlPzihSmuW7PN1dFeDr6cARAQAAAAAAAAAAOBdSLgMocelZ2YpPzrCqj72ZXqz9BgfVZd1cAAAAAAAAAABQoRHQBVBi0jKzFbI2XKERccWaiWvJ091VwUF1NW9UR4ftEwAAAAAAAAAAwBkR0AVQYkLWhmvjsStFartmWk8F+nnl+VmAryczcwEAAAAAAAAAQKVAQBdAiUjPylZoRFyR2wf6eamRf1UHjggAAAAAAAAAAKD8cS3rAQComOKTM4qcZtnT3VUBvp4OHhEAAAAAAAAAAED5wwxdAEWWnpWt+OSMPD+LvZle5P0GB9UlpTIAAAAAAAAAAIAI6AIogrTMbIWsDVdoRFyRZ+HmxdPdVcFBdTVvVEeH7RMAAAAAAAAAAKA8I6ALwG4ha8O18diVIrdfM62nAv28rOoDfD2ZmQsAAAAAAAAAAJALAV0AdknPylZoRFyx9hHo56VG/lUdNCIAAAAAAAAAAICKy7WsBwCgfIlPzihWmmVPd1cF+Ho6cEQAAAAAAAAAAAAVFwFdAKUqOKguaZUBAAAAAAAAAABsRMplADZJz8pWfHKGYm+mF6m9p7urgoPqat6ojg4eGQAAAAAAAAAAQMVFQBdAgdIysxWyNlyhEXGFplpeM62nAv288vwswNeTmbkAAAAAAAAAAAB2IqALoEAha8O18dgVm7YN9PNSI/+qJTwiAAAAAAAAAACAyoM1dAHkKz0rW6ERcWU9DAAAAAAAAAAAgEqLgC6AfMUnZxSaZvkuT3dXBfh6lvCIAAAAAAAAAAAAKhdSLgNQela24pMzrOpjb6bbvI/goLqskQsAAAAAAAAAAOBgBHSBSiwtM1sha8MVGhFn80xcS57urgoOqqt5ozo6eHQAAAAAAAAAAAAgoAtUYiFrw7Xx2JUitV0zracC/bwU4OvJzFwAAAAAAAAAAIASQkAXqKTSs7IVGhFX5PaBfl5q5F/VgSMCAAAAAAAAAACAJdeyHgCAshGfnFGsNMsBvp4OHhEAAAAAAAAAAAAsEdAFYLfgoLqkWQYAAAAAAAAAACgFpFwGKpn0rGzFJ2co9ma63W093V0VHFRX80Z1LIGRAQAAAAAAAAAAwBIBXaCSSMvMVsjacIVGxBWaannNtJ4K9POyqg/w9WRmLgAAAAAAAAAAQCkioAtUEiFrw7Xx2BWbtg3081Ij/6olPCIAAAAAAAAAAAAUhjV0gUogPStboRFxZT0MAAAAAAAAAAAA2ImALlAJxCdnFJpm+S5Pd1cF+HqW8IgAAAAAAAAAAABgC1IuV1Jnz55VWFiYoqOjlZmZqZo1a6pNmzbq1auXvLys106F80vPylZ8ckaen8XeTLd5P8FBdVknFwAAAAAAAAAAwEkQ0K1k1q9fr7/97W/65Zdf8vy8WrVqmjRpkubMmaPatWuX8uhQFGmZ2QpZG67QiDibZ+HmxdPdVcFBdTVvVEcHjg4AAAAAAAAAAADFQUC3ksjIyNCUKVO0fPnyAre7deuWFixYoFWrVmnt2rXq27dvKY0QRRWyNlwbj10pcvs103oq0M9LAb6ezMwFAAAAAAAAAABwMqyhWwnk5ORozJgxVsFcNzc3NWvWTJ06dVL16tUNn8XHx2vIkCHav39/aQ4VdkrPylZoRFyx9hHo56VG/lUJ5gIAAAAAAAAAADghArqVwLx587RhwwZD3bRp0xQVFaVz587p6NGjSkxM1Lp169S4cWPzNqmpqRo9erRu3LhR2kOGjeKTM4qdZjnA19OBIwIAAAAAAAAAAIAjEdCt4K5du6a33nrLUPfOO+/ok08+Uf369c11rq6uGjlypPbt26emTZua66Ojo/XPf/6ztIYLG6VnZetSYqpib6YXaz/BQXWZmQsAAAAAAAAAAODEWEO3gnv//feVnJxsLvft21ezZs3Kd/sGDRpo4cKFevDBB811H374of7nf/5HtWrVKtGxonBpmdkKWRuu0Ii4Ys/MDQ6qq3mjOjpwdAAAAAAAAAAAAHA0AroVWE5OjpYsWWKoe+ONN+Ti4lJgu4EDB6pPnz7as2ePJCk5OVmrV6/Wc889V2JjhW1C1oZr47ErNm27ZlpPBfp55flZgK8nM3MBAAAAAAAAAADKAVIuV2D79u1TfHy8udy8eXP179/fprZTpkwxlNevX+/IoaEI0rOyFRoRZ/P2gX5eauRfNc8/grkAAAAAAAAAAADlAwHdCmzTpk2GcnBwcKGzc3Nvm9uuXbuUkpLisLHBfvHJGTanWfZ0d1WAr2cJjwgAAAAAAAAAAAAljYBuBfbrr78ayr169bK5bf369dW0aVNzOTMzUxEREY4aGkpYcFBdZuECAAAAAAAAAABUAKyhW4GdOHHCUA4KCrKrfVBQkC5cuGDYX7du3RwxNBTidlamrsacN9QlJmeooUt8Pi3uqOLmot6tAvTqgzWl6xdLcogAAAAAUDndvFzWIwAAAABQyRDQraDS0tIUFRVlqGvUqJFd+7Dc/tSpU8UeF2xzNea86n/R3VBXX9JeW7Ion5f0cUmMCgAAAAAAAAAAAKWNgG4FlZCQIJPJZC57eHioTp06du2jQYMGhvLVq1eLPa6rV68qPr7gWaaWIiMji90vAAAAAAAAAAAAUB4R0K2gbt26ZShXrVpVLi4udu3Dx8enwH0Wxccff6y5c+cWez8AAAAAAAAAAABAZeBa1gNAybAMvnp5edm9D29v7wL3CQAAAAAA/n/uXlK1umU9CgAAAAAVEAHdCio9Pd1QrlKlit378PQ0LtialpZWrDEBAAAAAFBh/WGo5GH/y9QAAAAAUBhSLldQljNyMzMz7d5HRkZGgfssiunTp+uJJ56wq01kZKRGjBhR7L4BAAAAAHA4d687wdxH/1PWIwEAAABQQRHQraCqVatmKFvO2LWF5Yxcy30WRZ06dVSnTp1i76eiq9OgmS5PCitwm1o+VeTpziR7AAAAAChT1eoyMxcAAABAiSKgW0FZBl9TU1NlMpnk4uJi8z5SUlIK3CdKjrtHFdVv+oeyHgYAAAAAAAAAAADKGNP7KqjatWsbgrdZWVm6evWqXfuIiYkxlJlZCwAAAAAAAAAAAJQuAroVlLe3txo3bmyoi4qKsmsfltu3adOm2OMCAAAAAAAAAAAAYDsCuhWYZQA2IiLCrvYnTpwocH8AAAAAAAAAAAAAShYB3QqsU6dOhvK+fftsbnvlyhVduHDBXPbw8FBQUJCjhgYAAAAAAAAAAADABgR0K7CHH37YUN6+fbtMJpNNbbdt22YoDxgwQNWqVXPY2AAAAAAAAAAAAAAUjoBuBdarVy/Vrl3bXD537px27dplU9tFixYZyo8++qgjhwYAAAAAAAAAAADABgR0KzBXV1dNmjTJUDd37txCZ+nu2LFDe/bsMZd9fX01evTokhgiAAAAAAAAAAAAgAIQ0K3gZs2aZUiVvHv3br333nv5bh8TE6NnnnnGUDdjxgzDTF8AAAAAAAAAAAAApYOAbgVXu3Ztvfrqq4a62bNna/r06bp8+bK5LicnR+vXr1evXr104cIFc339+vU1c+bM0houAAAAAAAAAAAAgFwI6FYCs2bN0sMPP2yo++STT9S4cWO1aNFCXbp0Ua1atTRy5EhFRUWZt/H29tbq1atVo0aN0h4yAAAAAAAAAAAAABHQrRRcXV21Zs0ajR071lCfnZ2tc+fO6ejRo0pKSjJ8VqtWLW3evFn3339/aQ4VAAAAAAAAAAAAQC4EdCsJLy8vrVy5UmvXrlWnTp3y3c7Hx0fTp09XRESE+vfvX3oDBAAAAAAAAAAAAGDFvawHgNL1+OOP6/HHH1dkZKQOHjyomJgYZWZmqkaNGmrbtq3uv/9+eXl5lfUwAQAAAAAAAAAAAIiAbqXVsmVLtWzZsqyHAQAAAAAAAAAAAKAApFwGAAAAAAAAAAAAACdFQBcAAAAAAAAAAAAAnBQBXQAAAAAAAAAAAABwUgR0AQAAAAAAAAAAAMBJEdAFAAAAAAAAAAAAACdFQBcAAAAAAAAAAAAAnBQBXQAAAAAAAAAAAABwUgR0AQAAAAAAAAAAAMBJEdAFAAAAAAAAAAAAACdFQBcAAAAAAAAAAAAAnBQBXQAAAAAAAAAAAABwUgR0AQAAAAAAAAAAAMBJEdAFAAAAAAAAAAAAACdFQBcAAAAAAAAAAAAAnBQBXQAAAAAAAAAAAABwUgR0AQAAAAAAAAAAAMBJEdAFAAAAAAAAAAAAACdFQBcAAAAAAAAAAAAAnJR7WQ8AKExGRoahHBkZWUYjAQAAAAAAAADkx/LZreWzXQBA0RDQhdO7dOmSoTxixIgyGgkAAAAAAAAAwFaXLl1Sly5dynoYAFDukXIZAAAAAAAAAAAAAJwUAV0AAAAAAAAAAAAAcFIuJpPJVNaDAAqSlJSk3bt3m8uNGjWSp6dnGY6o9ERGRhpSTK9fv14tW7YswxEBsBfHMVD+cRwD5R/HMVD+cRwD5R/HceWQkZFhWEKvX79+qlGjRhmOCAAqBtbQhdOrUaOGHn300bIehlNo2bKl2rVrV9bDAFAMHMdA+cdxDJR/HMdA+cdxDJR/HMcVF2vmAoDjkXIZAAAAAAAAAAAAAJwUAV0AAAAAAAAAAAAAcFIEdAEAAAAAAAAAAADASRHQBQAAAAAAAAAAAAAnRUAXAAAAAAAAAAAAAJwUAV0AAAAAAAAAAAAAcFIEdAEAAAAAAAAAAADASRHQBQAAAAAAAAAAAAAnRUAXAAAAAAAAAAAAAJwUAV0AAAAAAAAAAAAAcFIEdAEAAAAAAAAAAADASbmX9QAA5C8gIEBz5swxlAGULxzHQPnHcQyUfxzHQPnHcQyUfxzHAAAUnYvJZDKV9SAAAAAAAAAAAAAAANZIuQwAAAAAAAAAAAAAToqALgAAAAAAAAAAAAA4KQK6AAAAAAAAAAAAAOCkCOgCAAAAAAAAAAAAgJMioAsAAAAAAAAAAAAAToqALgAAAAAAAAAAAAA4KQK6AAAAAAAAAAAAAOCkCOgCAAAAAAAAAAAAgJMioAsAAAAAAAAAAAAAToqALgAAAAAAAAAAAAA4KQK6AAAAAAAAAAAAAOCkCOgCAAAAAAAAAAAAgJMioAsAIzc/0gAAIABJREFUAAAAAAAAAAAAToqALgAAAAAAAFCKdu3aJRcXF/PfG2+8UdZDAgAAgBNzL+sBALY6e/aswsLCFB0drczMTNWsWVNt2rRRr1695OXl5bB+fv/9d4WHhys+Pl4pKSmqUaOGuR9vb2+H9QPgjszMTJ08eVIXLlxQTEyMkpOTlZWVJT8/P9WqVUsdOnRQ27Zt5ebm5rA+b9++rYMHD+r333/XtWvX5Obmpnr16qlr165q166dw/oBKhKTyaQLFy7ot99+U3R0tJKSkuTp6amaNWuqVatW6tatm8N+j5OSkvTbb7/p9OnTun79urKyslSzZk0FBgbqvvvuU7169RzSDwAAlVFJ31vfunVLx48f18mTJ3Xt2jWlp6erRo0aqlOnju699141bdq0+F8CKKe4pgYAAEVmApzct99+a+rSpYtJUp5/1apVMz3//POm+Pj4IveRnJxs+vvf/26qX79+vv14e3ubJk+ebLp48aIDv13++vXrl+9Y7v5VqVLF5Ovra2rcuLGpW7duprFjx5refPNN0/bt202pqamlMk6gKNasWWP605/+ZGrfvr3J3d290P/Wq1evbpo2bZrpxIkTxeo3OTnZ9Nprr5n8/f3z7esPf/iDafHixaacnBwHfdv8zZkzx9D3xIkTS7xPwB6JiYmmxYsXm0aPHm2qXbt2gceph4eHacSIEaZdu3bZ3U92drZpx44dphdeeMHUvn37Qs8JQUFBpv/85z+mlJSUEvjW1po0aZLnOD799NMi73PJkiV57rNJkyaOGzgqvejoaNO6detMs2bNMg0YMMDk6+tbIv+9ZWRkmA4ePGiaP3++afz48abWrVubXFxcDH0tWbLEIX3ZauLEiXkeY2PHji3yPs+dO2f1ve7+nT9/3nGDB0pISd5bHzhwwPTKK6+YunXrZnJ1dS3wd7xJkyamd955x5SYmFgC39Ka5b11aZ+P8rNz507DuObMmVPWQ0IJ4Zq6cFu2bLEaX//+/ct6WAAAOBUCunBa6enppqeeeqrQC9C7fwEBAabdu3fb3U9YWFiBgVzLPx8fH9OqVatK4Bsb2RLQLeivatWqptGjRxfp3wQoaQ0aNCjSf9ceHh6mOXPmFCnYeuzYMVOzZs1s7mvw4MGmpKSkEvj2/w8BXTiz6dOnm6pUqVKkY3XChAmmGzdu2NTP1q1bTfXq1StSP61atTKFhYWV8L9E/gHdXr16FXmf/fv3z/chN1Ace/fuNY0cOdKm69vi/vc2c+ZMU7du3Ww6VzhLQNfb29vm85OlN954I9/vR0AXzqwk762PHj1qat68eZF+xwMDA01btmwp4W9PQBdli2tq24wZM8ZqXC4uLqYLFy6U6bgAAHAmrKELp5STk6MxY8Zo+fLlhno3Nzc1a9ZMnTp1UvXq1Q2fxcfHa8iQIdq/f7/N/ezcuVN9+/bV5cuXDfWenp4KCgpS165dVbduXcNnKSkpevLJJ7Vy5Uo7v1XpSk1N1erVq9WvXz898MADOnnyZFkPCSiQl5eXWrdurW7duqlr165q0qSJXFxcDNtkZWVp7ty5euaZZ+za96lTp/TAAw/o/Pnzhvpq1aqpQ4cOatWqlTw8PAyf/fDDDxoyZIjS09OL9oWAcu7gwYPKzMy0qndzc1PDhg3VtWtXdejQwer3WJKWLVum4OBg3bp1q9B+zpw5oytXruT5mb+/v4KCgtStWzc1btw4z7b9+vXTTz/9ZMM3crx9+/bp7Nmzdre7ePGidu/eXQIjAqRDhw7p22+/tbq+LQkLFy7UoUOH8jxXOKu0tDStWbPG7nYmk0nLli0rgREBJauk762jo6N17ty5PD+rXr26/vCHP6h79+5q3ry51bV9bGyshg0bpq+//trObwWUH1xTF+7GjRvasGGDVb3JZNLSpUvLYEQAADgnArpwSvPmzbO6mJs2bZqioqJ07tw5HT16VImJiVq3bp3hYjQ1NVWjR4/WjRs3Cu0jOjpaY8aMMQRr/P399emnnyohIUHHjx/X4cOHFRsbq0OHDmngwIHm7XJycjRlyhRFREQ44NvaJiQkRKGhoYa/LVu2aOXKlfrkk0/017/+VQ8++KD8/Pys2u7cuVNdu3bVqlWrSm28QGHq16+vZ599Vl9++aUiIyOVkpKiU6dOKSwsTIcPH9aFCxd07do1/fe//1XDhg0NbRcvXqwlS5bY1M/t27f1xBNPKCEhwVzn7++vpUuXKjExUeHh4Tp9+rRiY2P12muvydX1//007t+/Xy+//LJjvjBQjtWoUUPTp0/Xpk2bdP36dV26dEmHDx9WeHi4rl27pp07d6pPnz6GNmFhYZo0aZJd/bi4uCg4OFiLFi3S2bNnde3aNR0/flxhYWG6ePGiLl68qJkzZxrW1E5LS9MjjzxSKsGru3KfJ4oS4Fm2bJlMJpPVvoCSVq1atVLpx93dXZ6enqXSl62Ke9zu3bvXELTi2EV5URr31rn16NFDCxYs0PHjx5WUlKSTJ0/q4MGDOnv2rOLi4vTWW2+patWq5u1zcnI0YcIEHT16tHhfFCgHuKbO29dff53vi9S8TAUAQC5lPEMYsJKQkGC1vtc777yT7/bR0dGmpk2bGrb/v//7v0L7mTBhgqFNnTp1ClyfMzs72yp127Bhw4r0HW1R1LRQWVlZppUrV5q6d+9ula7G1dXVtHLlyhIbM2Cr8PBwu9ImJyYmWq33Va9ePVN2dnahbT/77DNDu5o1a5qOHz+e7/bLly83bO/u7m46ffq0zWO1BymX4cy6du1qatq0qWnhwoU2rct++/Zt09SpU61+e3788ccC2/373/82ValSxfSXv/zF5pSl27dvN3l6elqlpCsplimXBw4caP7fzZo1szsNfMuWLc3tH3zwQcO+SbmM4vrwww9Nkky+vr6m/v37m0JCQkxr1qwxXbhwwSq9Z3H/e6tevbrJxcXF1KpVK9NTTz1l+te//mX6+eefTWlpaWWe4tTyuj33cevi4mJ3iuQpU6YY0sRark1IymU4o9K4t/7+++9Nrq6upvHjx5t+//13m8YVHh5u8vf3N/TTt29fu76bPcr6fJQfUi5XDlxTF65Hjx6G3+j777/fMKaffvqp1McEAIAzIqALp/Pyyy9b3dgV9qB0+/bthja+vr6mhISEfLePiooyubu7G9p8++23hY4tLS3N1Lp1a0O7vXv32v0dbeGIm87333/f6nt6e3ubfvvtN8cPGChhERERJhcXF7tu7DIyMkyNGjUytFm0aFGhfY0fP97QZty4cY76GgYEdOHMNm7caMrIyLCrze3bt0333nuvXcfPkSNHirQ21kcffWTox9PT05ScnGz3fmxhGdBdunSpoWzPevV79+41tF22bBkBXThUZGSk6fjx43m+9OTogO7u3btN169fz/Ozsg6gWAZ0Fy5caPLw8DCX586da/O+UlNTTX5+fua2//u//2vq2LEjAV04vdK4tz516pTNgdzcNmzYYBWwOnPmjN37sUVZn4/yQ0C3cuCaumCnTp0y9N+7d2/T999/b6ibMmVKqY0HAABnRp4oOJWcnByrNKpvvPGG1Vo7lgYOHGhIS5OcnKzVq1fnu/2mTZt0+/Ztc7ldu3YaMWJEoePz8vLSSy+9ZKj773//W2i7shISEmKVZjktLU3PPfdcGY0IKLq2bduqa9euhroTJ04U2OaHH37QpUuXzOWmTZtq8uTJhfZled5Zs2aN3enmgPJu2LBhqlKlil1t3NzcrNKU//DDDwW26dKli5o0aWL3+J577jnDWmMZGRnatWuX3fspiiFDhiggIMBcticVXO51wOrUqaMhQ4Y4dGxAixYtFBQUVCopgfv27asaNWqUeD+OUKtWLQ0bNsxc/vLLL21u++233+rmzZvm8sSJEx06NqAklNa9devWrdWuXTu7xzd8+HAFBQUZ6rZu3Wr3fgBnxzV1wb744gtDefz48XrooYdUu3Ztc92aNWuUmppaamMCAMBZuZf1AIDc9u3bp/j4eHO5efPm6t+/v01tp0yZoj179pjL69evzzdwuXv3bkP5kUcesXmMltt+//33un37ttzdnfNweuyxx/Tiiy/qww8/NNft3btX27Zt06BBg+ze39WrV3XgwAHFxsbq2rVrqlatmurUqaPu3burWbNmDhv3qVOndOzYMSUkJCgxMVFeXl4KCAhQ27Zt1bFjR7tviFAxtGjRQocPHzaXc6+LmxfL9cImT55c6EOsu/3069fPfCOblZWlzZs368knn7R/0CUoKytLp06dUkREhGJjY5WcnCwfHx/5+/urTZs26tKlS4mcm6KiorRv3z5FRUXJZDIpICBAnTp1UufOnW3690XFZrnu17Vr15SammpYL88RPDw81KNHD8PDraioKIf2UVDf48aN00cffSRJWrt2rRYsWCAvL68C26Wnpxseio8bN84hx+j58+d1/PhxRUVF6caNG3J3d5e/v7+aNGmiHj16lMi6qbdu3dLPP/+sy5cvKzY2Vl5eXurXr5+6dOni8L4AR5k4caLWr18vSYqMjNS+ffvUq1evQtvlfhGjU6dO6tChQ7HHcvXqVf3+++86e/askpKSdPv2bfn7+yswMFD33XefAgMDi90HKrfSurcujj59+igiIsJcLq3fcaA8qAzX1Dk5OYYXrKpUqaLRo0fL3d1dY8aM0X/+8x9J0s2bN/Xtt9/qqaeeKpVxOUJ6erp++uknnT9/XgkJCapWrZpat26tPn36lMi1OQCgcnDOCBQqrU2bNhnKwcHBNgcHgoODDeVdu3YpJSVFPj4+VttaXpx27NjR5jEGBgaqTp06unr1qiTp+vXr2rNnjwYMGGDzPkrb3LlztWjRIsPMgk8//dTmgG5OTo6++uor/fvf/9aRI0dkMpny3K5t27Z6+eWXNWHChCLNCklISNC8efO0cuVKw6xKSz4+PgoODtazzz6rIUOGEECqRNLT0w3lwmYFWZ5T7HmJITg42PBm8saNG50ioJuQkKDVq1dr48aN2rNnj27dupXvtj4+Pho7dqxeeeUVtWzZ0uY+ch9TuQPbhw4d0iuvvKIff/wxz3aNGjXSm2++qUmTJtncFyqemjVrWtXduHHD4Q+f8uqrNGfST5gwwRzQvXHjhtavX6+xY8cW2Gb9+vWGMU6YMKFIfaenp2vTpk1at26dfvzxR8XGxua7rZubmwYOHKjZs2fb/CBfkvr37294Ae7ub39ERIT+/ve/a8OGDVYzJWbMmEFAF05t2LBhqlWrlq5duybpzuz6wgK6MTEx2r59u7lc1OPWZDJp7969Wr16tUJDQ3Xq1KkCt7/nnns0c+ZMPfXUU4W++NG2bVudPHlSkuTq6qqLFy+qYcOGdo0vISFBDRo0UGZmpiSpfv36ioqKkpubm137gfMorXvr4ijL3/GC5HctbItJkyYZXgI5f/68mjZt6sDRobKoDNfUO3bsUHR0tLk8dOhQ81jGjx9vDuhKd2by2hvQLYtj+caNG/rrX/+qpUuXKjk52epzLy8vTZw4UW+99ZZq1aqlXbt2GZ4nzpkzR2+88YbN4wQAVC6kXIZT+fXXXw1lW96Yv6t+/fqGi6vMzEzD27653X2Ic5e/v7/tg9SdlG25HT161K72pc3X19cqzewPP/xgFRzLy5kzZ9SlSxdNnDhRhw8fzjeYK91Jfzt58mTdf//9hrfBbfHZZ5+pWbNmev/99wsM5kpSSkqK1q9fr2HDhunixYt29YPyy2Qy6dChQ4Y6yxTMucXFxRmCHJ6ennYFGu6//35D2fL8VBauX7+uevXq6c9//rO2bNlSYDBXunOsLFq0SO3bt7dKZWWv+fPnq2fPnvkGcyXp0qVLmjx5sqZOnaqcnJxi9YfyKyYmxqrO8nezpPoqqX7y0qVLF7Vv395czv3AJz+5t7nnnnvUuXPnIvXdu3dvjRo1SitWrCgwmCtJ2dnZ2rZtmwYMGKDnn3/esOSEvZYvX67OnTtr5cqVpL1DueTh4WF4OWvVqlXKyMgosM1XX31l/k1zd3cv8uygkJAQ9e3bVwsWLCg0mCtJv/32myZNmqQBAwaYXyTNz9SpU83/OycnR4sXL7Z7fEuXLjUHcyXp6aefJphbzpXWvXVxlOXvOODsKsM1dV7plu/q0aOHWrRoYS7/+OOPhuCvMwoPD1fbtm21YMGCPIO50p0XMz/77DN17NhRx48fL+URAgDKOwK6cCqW62FarqlTGMvt81tf03L2aHZ2tl39ZGVl2dSPM3nssccM5dTUVB08eLDANgcPHlSvXr0UHh5uqHdzc1PLli3VvXt3BQUFWaWYPHDggHr27GlzUPeFF17QtGnTrIJTbm5uatasmbp166Z77rnHsF4hKp/Fixfr8uXL5nKbNm3UvXv3fLe3PC5btmxpV6puy/NJZGRksQIhjpCdnW01hrvHSadOnXTfffepTZs28vT0NGyTkZGhyZMn27XOZ26ffvqpZsyYYT5Xent7q23bturWrZvq169vtf3nn3+uf/3rX0XqC+Vf7hSNktSkSZMSSZOfkpKiX375xVDXunVrh/dTkNwz9UJDQwsMrl65ckWhoaF5trVXXi9k1a9fX+3bt1ePHj10zz33GNZCu+s///mPIfBjj82bN2vChAnmgI+rq6tatGihbt26qUmTJgR+UG7kPvaSkpL03XffFbh97hcxBg8erDp16hSp37yO25o1a6pt27a677771KlTJ9WrV89qm7179+qBBx5QWlpavvueOHGi4Xp88eLFdr9YtXDhQvP/dnFx0ZQpU+xqD+dTWvfWRXV31npupf07Djizin5NfTeN8l3Vq1fXww8/bNgm90tUOTk5Rb6fLQ0nTpzQgw8+qCtXrhjq3d3d1apVK917771q1KiRuT4mJkYPPfRQoS9tAQCQGwFdOI20tDSrVMi5L3ZsYbl9fm+/W87ItfcCyjJQWR4Cul27drV62FrQzOLY2FgNHz7csEZphw4dtHLlSiUlJenMmTM6ePCgjh8/ruvXr2vVqlWGtyfPnj2rSZMmFTijV5I++ugjc8rKu5o3b64vvvhC8fHxOnfunMLCwnTs2DFdvXpVUVFR+vzzz/XAAw/Y8/VRzi1dulTTp083l11dXbVgwYIC08ZZHv/2nk8CAgIMD0czMzN1/vx5u/ZRUu699169/fbbOnLkiFJSUnTu3DkdPXpUBw4c0IkTJ3Tr1i1t375dgwcPNrT785//XOgMeEuRkZGaMWOGpDspHb/55hslJiYqIiJCYWFhiomJ0ZEjR9SzZ09Du9dff90qGwIqB8uZYUOHDi2RflavXq2UlBRz2c/Pz2pmfUkbP368+bc1Oztby5cvz3fbr776yvxShJubW7HXAGvcuLFmzpypHTt26MaNG4qJidFvv/2m/fv369ixY7p+/brCw8P13HPPGX7/lyxZYnh4Zqunn35aOTk5ql69uv7xj38oLi5OkZGRCgsL04ULFxQTE6Nx48YV6zsBpaFbt25q27atuVzQw+FDhw4ZrvMnTpxYrL7vZs1Zu3atLl++bP49PXDggI4eParLly8rOjpa7777rmFZiePHj+uVV17Jd7/+/v564oknzOWLFy9q27ZtNo9rz5495pTN0p10u6SILd9K8966qHbt2mW4tnZxcdFDDz3k0D6A8qyiX1OvXr3a8LLSqFGjrF5Mzj1jV7ItI05ZuH37tsaPH294fubj46P3339fcXFxOn36tA4dOqSoqCidOXNGTz/9tCQpOjq6wN93AAAsEdCF00hISDAE/zw8POx+A75BgwaGcn6B2ubNmxvKlmlcC3LmzBmr9UTi4uJsbl9WfHx81KZNG0PduXPn8t1+8uTJhn+/qVOn6vDhwxo7dqyqVatm2NbLy0ujR4/W4cOHDam8Nm/erPXr1+fbx++//66QkBBD3ahRoxQREaGJEyfmuWZMo0aN9Mwzz2jHjh06fPhwntug/Dl9+rS2b99u/tuyZYtWrFihV199Ve3atdOkSZPMs8KqVKmixYsXa+DAgQXu0/L4t3ctOUlWs0/L+u1ZHx8f7d+/X4cOHdLs2bPVpUsXq5te6c5bwAMHDtTWrVv15ptvmutv3bqlBQsW2NVnTEyMMjMzNXjwYB0+fFiPPfaY1az8Ll26aPv27Yb1yFNTU/XVV1/Z+Q1R3m3evFk//fSToa4k1lROTU01/Lct3XmD38PDw+F9FaRevXqGdQYLCgzlfgA1aNCgPGfi2eqTTz7RuXPn9MEHH+iBBx6Qn5+f1TYuLi7q0KGDPv74Y23ZssVwrnj33Xft7jMuLk6BgYE6cOCA/vd//1e1a9c2fF63bt0CsyYAziR3YHbr1q35/r7nPm5r1qyp4cOHF7nPyZMnKzo6WosXL9bjjz+e7zmgQYMGmjVrln799Vc1a9bMXP/5558rMTEx3/1PmzbNUP78889tHlvu2bmS9Oyzz9rcFs6pNO+tiyInJ0ezZ8821D300EMKDAx0WB9AeVYZrqktg7OWwVtJatWqleH68vTp09q/f3+Jj81en3zyiWGWs5+fn3bt2qWQkBCrCSUtW7bUokWL9PHHH0uS07w0DgAoHwjowmlYptutWrVqgbPv8uLj41PgPu/q06ePofzNN99YpVHOz8qVK63qClvH0llYPny1TAVz14EDB7R161ZzeciQIfr0008LvaivUaOGvvnmG/n6+prr/vGPf+S7/dtvv234d+/du7dWrVqVZ4AqL127ds0zpSTKn48//ljBwcHmv6FDh+qpp57SO++8Y16vy8XFRUOGDFFYWJhNM2Qsj0vL84MtbD2nlBZvb2/16NHDrjavv/664ZxXlLV0GzdurFWrVqlq1ar5blO1alWrINGWLVvs7gvlV2Jiov70pz8Z6kaMGFEiQb6XXnpJFy5cMJd9fHz017/+1eH92CJ3+tZjx47lud72kSNHDGtkFSfdsnTnOsaeFMfBwcGGF6jCwsKKtBbiF198YfVyGFAejR8/3rwEy+3bt7VixQqrbTIzMw3X/aNHj7b5GjUvXbt2zfPli/w0adLEEJRNS0vT119/ne/2vXr10j333GMuf//99za9dJqUlKQ1a9aYy3Xq1NGjjz5q8zjhnErz3rooPvjgA8PyP66urnrrrbcctn+gPKsM19Rnz541pFxv1KiR+vXrl+e25WGW7r///W9Def78+br33nsLbPPcc8/lGcQGAKAgBHThNCxvEC1ngNnC29u7wH3eNXToUENwMjY21irtb15iY2M1f/58q/qyDvLYKnfqNin/cVuuffnhhx/a/AAgMDBQzzzzjLn8888/5/kw6cqVK1q9erW57OrqqsWLF1utbwzc9cQTT+i1114zzAItSGmeU5xd7tSuV69eVWRkpF3tX3nlFZtenggODjbMmrdciwkVV05OjsaPH6/o6GhzXfXq1fP8zSyulStX6pNPPjHUvfPOO3mu51waRowYYQjS5DVLN/eDp+rVq2vEiBGlMrbcLB8Y7du3z672vXv3tkrjDpRXDRo0MGT6yOu43bhxo2FGbHHTLRfFwIEDDTN5CztucwcAsrKybHqJa/ny5YaUlxMnTiz1bAdwPGe+Dt6zZ49ee+01Q90LL7ygzp07O2T/QHlWWa6pLX+fxo0bl+8zp7Fjx8rd3d1cXrVqVZ7r0peV/fv368yZM+Zy27ZtbX558+233+YZGADALvxqwGlYXpBVqVLF7n1YvjWf++FEbg0aNNDYsWMNda+99lqB6YGvX7+uESNG5LkmZH79OBvLVMl3U9jmlpOTY5id2717d/3hD3+wq59BgwYZynv27LHaZseOHea1BKU7s4BbtWplVz+oXFavXq3evXurb9++NgUkS/Oc4uxyp2yUCl4/25KLi4tGjx5t07Zubm6G2UHx8fHKyMiwuS+UXyEhIVYzsj/77DO71+srTFhYmKZMmWKoGzp0qJ5//nmH9mMPb29vwzGyYsUKw+9bVlaW1Sy/ojxYL67inAck6cknn3TkcIAylztAe/ToUcMsesn4Ikbr1q2t1oovLbnXsi3suB0/frxhVuXChQsNaXfzYpluOfeLmSi/nPU6+Ny5c3rsscd0+/Ztc12nTp309ttvF3vfQEVQGa6pTSaTvvzyS0NdQTNVAwICDM+YkpKStGHDhhIbn71yzzSWCg5OWypoZjIAAHkhoAunYflwM69gY2EsAwcFPTB95513FBAQYOjvscce08SJE/XTTz8pKSlJGRkZOnv2rObPn6927dqZ00JZznS1DJQ6q+TkZEM5r7Rxv/32m2GN4MLSxOSlcePGhvKJEyestrEM8g4dOtTuflBx/Otf/5LJZDL/paam6tKlS9q4caOmTJlimCGwZ88edevWTYcPHy5wn6V9TiltWVlZ+v777/WXv/xFffv2VcOGDeXn5ydXV1e5uLgY/ixn1SUkJNjcT9OmTVWrVi2bt7dcn81yzXFUPPPnz9c///lPQ93LL7+sMWPGOLSfyMhIPfLII4YHym3atNGXX35pdxpJR8v9Fn5cXJx++OEHc3nTpk2GY6646ZYthYWF6dVXX9XQoUPVvHlz+fv7y8PDw+o8YPmbb895QBLr46LCGTlypGGZkNwB3Pj4eMMD9T/+8Y8O7fvChQt6//339cQTT6ht27YKCAiQp6en1XHr4uJiWCuwsOO2evXqhpdWIyMjtWvXrny3P3z4sCFNfL9+/dS6deuifzE4DWe8Dk5ISNCQIUMM/x3XrVtX69atK1Y6c6CiqCzX1Dt37tTFixfN5Q4dOqh9+/YFtsmdcUoq2jJCJcXyuUSvXr3sam/v9gCAyo2ALpyGZVC0KClULN8aLijQ2qBBA61atcrwFrvJZNKyZcvUr18/1axZU15eXmrZsqVmzJhhXm+2QYMGev/99w37sgzwOivLwEpe/z6WwdePP/44z4dLBf21a9fOsI/c6eruOnv2rKFclMBMq80/AAAgAElEQVQxKi5vb281bNhQw4YN08KFC3Xs2DF16tTJ/HlSUpJGjBihpKSkfPdR2ueU0mIymbRo0SI1bNhQw4cP14IFC7Rnzx7FxMQoOTm50Jk4kgr8d7NkGaAtjOV6a+V1VjNss2LFCr3wwguGukmTJlmtp1xcly9f1qBBg3T16lVzXaNGjbRt2zb5+/s7tK+i6N27t5o3b24u5w4M5f7fLVq0UO/evR3S5549e9SxY0fdd999euedd7RlyxadP39e169fN8x8yo895wHJeoYvUN5VrVpVo0aNMpeXL19unl2/YsUKZWVlSbqTqcJRAd2LFy9qxIgRat68uWbNmqW1a9fq5MmTSkhIsCngZstxO23aNEM59zq8liw/e/bZZwvdP8oHZ7sOTk5O1pAhQ3T69GlzXfXq1fXDDz/w+wKocl1TWwZjbVlHdsSIEYZzUGhoqPkZXVmLiYkxlNu2bWtXe3u3BwBUbgR04TQsbxBTU1NtCkzklpKSUuA+LQ0YMEB79uxRixYtbNp/586d9eOPPxre5pfKT0A390W7pDzXRskrpXRx5TVDzzLIa2/QCJVLy5YtFRoaakg1FRMTo3nz5uXbxvL4tzw/2MLec0pJy8nJ0YQJE/TMM89YHc/2sCcNcnFnY9h7Hkf5sXHjRk2cONHw//Fjjz2mhQsXOvTt/sTERA0aNEjnz5831wUEBFidE8qSZcDnu+++040bN5SQkKBNmzaZ6x0VFPrss8/Ur18/HTt2rMj7sDcdeu51goGKIveM+cuXL2v79u2SjC9i9OvXT02aNCl2X2FhYerYsaM2bNhQ5N9GW4K+9957r7p06WIur1u3Ls+XK1NSUgzp4GvWrKnHH3+8SOOC8ymLe+v8pKena/jw4YZZbFWrVtWmTZvUsWPHIu0TqEgq0zX1rVu3tG7dOnPZ1dVV48aNK7Rd1apVNXLkSHM5OzvbKm1zWbF82ap69ep2tS8vzxMBAM7BvfBNgNJRu3Ztubi4mC9is7KydPXqVdWtW9fmfVi+GWdLkLBz5846ceKElixZoi+//FIHDhywmtnSsWNHPf3005o2bZqqVKmi0NBQw+ctW7a0eYxlJSUlxfBGtKQ8A9n2ztixRU5OjlWdZfrnsg6UwfnVrl1bc+fO1dNPP22u++KLL/TWW2/lub3l8R8dHW13n5cvXy5wn6Xtb3/7m7766itDnZ+fn/r376+uXbuqUaNGqlGjhry8vOTh4WHeJjw8XC+99FJpDxcV2M6dO/XEE08Yfi+Dg4O1cuVKubm5Oayf5ORkPfTQQ4a1Le/O6LF3ffeSNmHCBL355psymUxKT0/X6tWrlZ6ebpjl54h0yzt37tRzzz1neOjn7u6u3r1767777lOTJk1Up04deXl5WaWwDA4OLnK/uc8pQEVxN1h7N/XjsmXLVL9+fcNatbnX2i2qa9euaejQoVYvOXbo0EF9+vRRy5YtVb9+fXl7e8vLy8vwAH/mzJl2v7wxbdo0TZ06VdKdlze+/PJLzZgxw7DNqlWrDNfjf/zjH51qaQkUT1ndW1vKysrS6NGjDam/q1SponXr1un++++3e39ARVPZrqnXrFljeFmkdevWOnHiRJ7LdFnKnQ1HuvPy1csvv+zwMdrL8iVJe9csJ+U8AMAeBHThNLy9vdW4cWPDWhpRUVF23XRGRUUZym3atLGpnYeHh6ZOnaqpU6cqJSVFly5dUkJCgnx8fNSoUSPVrl3bsH1ERIShXB7SBR8+fNicRu6uzp07W21XtWpVQ/nJJ580BNCKIq+ZwJaznG/dumX17wxYGjlypKZMmWJ+OHX58mVdvHgxz5kzljemlueHwly9etWQnq5KlSpWN5GlKS4uTu+9956hbvbs2Xr11VcLfSHC8tgHiuPgwYMaPny44fjo1auXvv32W7sfYBQkLS1NDz/8sA4dOmSuuzujJ6/fr7LWvHlz9e7d27xG/LJlywzpKvv06eOQtJIzZ840BHOHDRumTz/9VA0bNiywnb0zcoHK4O6LFn/7298kSevXrzcsHeDj42NIy1xUb731liELTqtWrfTVV1/ZtDa15bW5LZ588knNnDnTHLD9/PPPrQK6pFuu2Mry3vquu5llvv/+e3Odm5ubVqxYocGDB9u1L6AiqozX1LkzYEjSyZMni/zCYUREhA4dOqRu3bo5YmhFZjkj99atW3bNur1586ajhwQAqMAI6MKptGnTxnDTGRERYdfFmeVbffbedEp3HtwU1u63334zlMtDQHft2rWGcrVq1fL8t7UMqtaoUUMPPvigw8djuT7L1atX1bRpU4f3g4qlRo0a8vf3NzwUjY2NzTOga3kcnz17VpmZmTbfHFueT1q0aCF397L72dywYYMhODR16lS9/fbbNrXNK9UiUBTHjh3TkCFDdOvWLXNd586dtXnzZqv1k4sjMzNTjz/+uH766Sdznaenp9avX+/UM3omTJhgDuju3bvX6rPiOn36tGHmYPv27bVu3TqbzmucB4C85Q7opqamGgKdI0eOdEgWmVWrVpn/t5eXl7Zu3WrzS2JFOXarVaum8ePH65NPPpEkHT9+XPv371fPnj3N5QMHDpi379Gjh9q3b293P3BuZXlvbTKZNHXqVH399dfmOhcXFy1cuLDCp/ZOTU0t6yGgHKiM19Tnz583jMMRli5dWmIBXVuPZctnW5cvX7YroGuZFQwAgIKwhi6cSqdOnQzlffv22dz2ypUrunDhgrns4eGhoKAgRw3NLDEx0fAApHr16urVq5fD+3Gk5ORkqzchhwwZkmdqF8vZQ5GRkSUyplatWhnKuddUAuyRXxrQwMBABQYGmssZGRk6cuSIzfv9+eefDWXL81Npy33ekaTp06fb3DZ3ai2gqE6dOqXg4GBdv37dXNe2bVv98MMPdq8VVZDs7GyNGzdOW7ZsMde5u7vr66+/LlbK4NIwevRoeXt7W9V7e3vriSeeKPb+Lc8DzzzzjM0vqXAeAPLWsmXLfK/lHZFuOSoqyvCw9qGHHrI5mJuWlmZY69Aef/rTnwzl3IFqy9m5d9Mzo2Ipy3vrF198UYsWLTLUzZ8/X5MmTbJ5H2Upd/rx3C9U2iI+Pt7Rw0EFU1mvqZcuXVrkNeTzs3LlygLXly+NY9ny3Jj75Utb/Prrr3ZtDwCo3Ajowqk8/PDDhvL27dttvuDbtm2boTxgwIASWZf1m2++Ma+HJ91JaVaUVGilac6cOVZr1k6bNi3Pbbt37274Pvv27TOkAHKUPn36GMqbN292eB+oeJKTk61mqhSUOm7YsGGGsuX61wWx3PaRRx6xuW1JiIuLM5TtWevoxx9/dPRwUMlcvHhRDz74oK5evWqua9asmUJDQxUQEOCwfkwmk55++ml988035jpXV1ctWbJEI0aMcFg/JcXPz0+PPvqoVf2IESPk5+dX7P1zHgBKRl4z6Bs2bKgHHnig2PsuznG7Z88ew32HPTp27KgePXqYy6tXr9bNmzfNa+re5efnp9GjRxepDzi3srq3fv311/XRRx8Z6t5++209//zzNrV3Brl/sy2P4YLk5OTol19+KYkhoYKorNfUJpNJy5YtM9Tt2rVLJpPJ7r+BAwea95GYmGhI626pNI5ly+UTNm7caHM/2dnZ2rRpk83bAwBAQBdOpVevXoaUv+fOndOuXbtsamv5BnBeD1SLKz09XW+99ZahztnXm1q3bp0+/PBDQ92AAQPyfUBVpUoVw2cpKSlasmSJw8c1cOBAQ/raLVu26MyZMw7vBxXLpk2bDA+iAgICVK9evXy3Hz58uKG8ZMkSmx5knT17Vrt37zaXPTw8NHTo0CKM2HEsx13Qm8i5/frrr9q/f39JDAmVxJUrVzRw4EBFR0eb6xo0aKAdO3aoQYMGDu3r+eeft3rY8/HHH2v8+PEO7ack5TWjzxGz/KSinwcyMjK0ePFih4wBqIjGjBljlblm/PjxcnUt/u1yUY9b6c75rzhyz9JNSUnRihUrtG7dOsPLcePGjXNoek84j7K4t543b57+/ve/G+pmz56t2bNn29TeWeReziUqKsrm1OdbtmxhPUzkqzJfU//000+GjBP169e3esnfVk8++aSh/MUXX+S7bWkcy4MGDTJcQ2zYsEExMTE2tf3mm28UGxtr07YAAEgEdOFkXF1drdIwzZ07t9AAzI4dO8xr1kmSr69vibxp/sorrxjWIRo3bpy6dOni8H4c5YMPPtCYMWMMdT4+PoU+HAoJCTGU58yZo6ioKIeOrW7duho7dqy5nJOToylTpignJ8eh/aDiSEtL05w5cwx1Dz/8cIEPWwcPHqyGDRuayxcuXLDpBYU33njDcN55/PHHHZr+qihyp4+WrNfnzEt2drZdqZkBS4mJiQoODtbZs2fNdQEBAQoNDbVK0V9cs2fPtvp9+uCDD6zShjq7wYMHKzk52fA3aNAgh+y7KOcB6c5sKXtmJQCVTY0aNZSYmGg4bu+uq1tcRT1uN2/erA0bNhSr7zFjxqhmzZrm8ueff26VbtnZX05F0ZX2vfVnn32ml19+2VD3/PPP6+2337Z90E4i9z2+yWTSmjVrCm2TlZVlda8C3FXZr6ktlwAbM2ZMkV+aeuyxxwxLjmzdutUw4zm30jiWa9eurZEjR5rLaWlpmj59eqHPtuLj4/XSSy/Z3A8AABIBXTihWbNmGdI57d69W++9916+28fExOiZZ54x1M2YMcPwNnJ+Tp48adOYsrOz9eqrrxpSR9WsWdNq5qszuH37tlatWqX77rtPISEhun37tvkzNzc3LV26VG3atClwH3379tXgwYPN5fj4eA0aNMjmfy/pToB2/fr1mjVrVr7bzJ492/Am4549ezR27FhlZGTY1Mfhw4d148YNm8cE5/Dyyy/r0KFDdrVJTEzU8OHDdfr0aXOdm5ubXnzxxQLbeXp66rXXXjPUvfTSS4qIiMi3zYoVK/TVV18Z+pk7d65d4y0Jluv7vf766wWuA5Sdna2nn36a2bkosuTkZD300EOGtVdr1Kihbdu2qW3btg7t67333tO7775rqJszZ45mzpzp0H5Kg4uLi6pVq2b4c3Fxcci+Lc8Dn376aaFr3X/22Wf64IMPHNI/UJFVrVrVcNzmziRTHI0bNzbMvDp06JBWrVpVYJuwsDCHzKLy9vY2pJP+5ZdftHPnTnO5S5cuTv1yKoqvtO6tV6xYYfUS4eTJkzV//vwijLrsWWbmefPNNwtcT/P27duaOnWqjhw5UtJDQzlU2a+pU1NTtXbtWkNd7pf77VWzZk3D86rbt28b7t9zK61j+fXXXzcEmb/77jtNnDjRaumzuyIjIzVo0CBdunTJYfcJAIDKwTF3qYAD1a5dW6+++qpeffVVc93s2bMVFRWlv/71r6pfv76kOwHD7777TjNmzDDMHq1fv77NF6t9+vRRu3bt9OSTT2rIkCFq3Lix4fNbt25p8+bNevfdd3X06FFzvaurqxYtWqQ6deoU56vaJSIiQtu3bzfUZWdnKykpSUlJSYqOjtbBgwd18ODBPFPDVKtWTcuWLTO8OViQZcuW6d5779WlS5ckSadOnVLXrl317LPPavLkyerQoYPVhef169d15MgRbdq0Sd98840uXbqkfv365dtHUFCQPvjgA/3lL38x161Zs0a//PKLXn/9dQ0fPtwwq0CSoqOjtXXrVi1fvly7du3S+fPny3zmJOyzbds2zZs3T927d9eYMWP0wAMPqF27dvLw8DBsZzKZdOrUKa1Zs0bz589XQkKC4fMXX3xR99xzT6H9TZkyRQsWLDDfQF+/fl19+vTR/9fevUdVWeV/HP8cQDkCKhcFvIyg4gVQCVFMUdGyZnJqyjRDV6PVmpVT002txnEyLW0azbRypiwnTWvpNNJVpzEVNc0KFa+JaSrQmHhBLoqGcnl+f/jzjA/ngOdwO0d9v9ZiLfd+9rP394APPM/5nr333LlzNXr0aNsbtvn5+Zo7d67dLIJx48apc+fOtXnJdWLYsGGaMGGC7aFw+/btGjx4sF577TX16dPH1q6srExpaWn685//bHsQjY6O1r59+9wSN65ev/nNb+w+fDFhwgTl5eXZ/T26koSEBLvf55csXrxYkyZNMtX1799f/fv3d3mc1q1bKyYmxqVzriZRUVHq27ev7YMaZ86c0cCBA/Xaa69p2LBhpgTUrl279Je//EX/+te/JPF74HqzefNmhx/62bVrl6lcUlJS5XXmzPWUm5treoP6cgUFBaayo3vZS/r37y+r1VrtWFezMWPG6KWXXjKVDx8+rD/84Q+m/f2OHDmi+fPna/bs2Tp//rysVqvCw8OVnZ1d47HHjRtnt5/pJczOvfY1xLP12rVrNXbsWNNstK5du+ree+9VWlqaS/EGBQUpISHBpXPqw9ChQ9WmTRvbsqlHjx5VcnKy3njjDSUnJ9ueg8vKyrR+/XpNmTJF6enpki7uh3r50rLA9X5PnZqaakpsduzY0W7fWVelpKSY9s5dvHixJkyYYNeuoa7lmJgYTZkyRVOmTLHVvf/++0pLS9Po0aPVq1cvNWvWTCdOnNC6deu0fPlylZSUSLr4d3r+/Pk1+0YAAK4/BuCBysvLjdtvv92QZPry9vY2OnToYMTHxxuBgYF2x5s0aWJ89dVXTo8TEhJiOj84ONjo0aOHkZiYaERGRhqNGzd2GMPChQvr8dVflJycbDd2Tb9uvfVW48CBAy7HsHv3buMXv/iFwz6bN29uxMTEGH369DFiY2ONVq1aOWyXnJx8xXHGjx/v8NxLP+/evXsbPXr0MFq2bGnXJisry/VvLtwqLi7O7ufYuHFjo3379kZ8fLzRp08fIyYmxmjatGmV/6fHjh1rlJeXOz1mZmamERwcbNdPQECAERcXZ3Tu3Nlo1KiR3fHExETj3Llz9fa9mDp1qt3rqs6sWbMcfj/CwsKM3r17G927dzeaNWtmOta1a1fj008/NdVNnTq12nFcvYYvN3bsWK7Ra0Rd/Q2SZKxfv77KcSr/n6nN15WuoZqKiIgwjVNQUFBnfRcUFJj6joiIqLb95s2bHf6+CggIMOLj442EhAQjLCzMdMzf39/Yvn27S9d25fsQXF0q/5+tr+tp0aJFdXLt1sffisq/Wz7++OM67b/y/Ux1r+HUqVNG27Zt7V63j4+PERsbayQmJhrt27c3LBaL6fjbb79dJ9fiwIED7cb28/MzioqKavjqcTWp72fryveztfly9b7TWZWvo0WLFl3xnNTUVIcxhoaGGr169TK6d+9u97wyadIkl+6F169fb2p7pXt0XJ3q6vqQrs576ptuusnU9+TJk2vdZ3FxseHn52fqd/v27Q7bNsS1bBiGUVFRYfzud79z6fv82GOP2f0emD59eq2/PwCAaxdLLsMjeXl5afny5XbLsJSXl+vw4cPasWOHCgsLTcdCQkL0+eefKykpqcbj5ufna/fu3dqyZYuys7N14cIF0/G2bdtq9erVeuCBB2o8RkPx9/fXqFGjtHnzZn3xxRfq1KmTy310795dGRkZpuVsLikqKlJmZqbS09O1d+9e5ebmOuyj8qxnR+bMmaO///3v8vPzM9Vf+nlv3bpVu3fvrnZpHFzdLly4oKysLO3YsUPp6enKzMx0uDxRs2bN9MYbb2jRokUu7bkTHR2tdevWKSIiwlRfXFysXbt26cCBAyotLTUdGzJkiL744gs1adKkZi/KCUalPcwqz1Ku7Omnn3a499Hx48e1detW7dmzxzRDv3v37lqzZo1p9g+Aq1u/fv20YMECu98XxcXF2rFjhzIyMkz75QYFBWnlypWKj49v6FAB/L/g4GB99tlnCgsLM9WXlZVp79692rJli7Kysmz3BV5eXpozZ06dzaB1dO9w7733cn9wnXDXs7UncfWeW5KGDx+uF154wa7+xIkT2rZtm/bs2WN6Xnnqqaeuyv2Cgfr0448/mpb6l6RRo0bVul9/f3/dfvvtprrK+/Re0lDXssVi0dtvv62ZM2de8T0EHx8fTZ8+Xa+//rqKi4tNx1iBDgBQHRK68FhWq1XLli1Tamqqbrjhhirb+fv765FHHlFmZqYGDRrk0hiTJ09W3759r7hHVlRUlGbNmqX9+/frpptucmmM+tSoUSMFBASoXbt26t27t1JSUjRjxgylpaXp5MmTWrp0qd1+e65q2bKlVq1apY0bN+qOO+6Qv79/te0tFovi4+M1adIk7d69W0uWLHFqnEceeUSHDh3S448/bvdmV2WBgYEaNWqU0tLSFBkZ6exLgYdYtmyZZs6cqSFDhjj1RqLFYlGPHj308ssv6+DBg3r44YdrtM9MXFyc9uzZoz/96U9VLlMlSZ06ddKCBQu0evVqBQYGujyOKyovh9m0adMrnjN//nwtWbJEHTp0qLJNaGiopk+frq1bt6pt27a1jhOAZxk7dqw2btyogQMHVtnGarXqwQcf1N69e12+PwJQ9+Lj45WRkaH77rtP3t7eDttYLBbdcsst+vbbbzV+/Pg6G3vEiBF291wst3x9aYhna09Wk3tu6eK+mCtWrFBsbGyVbeLi4vT555/r5ZdfZi9MoJIlS5aYPlARGxurbt261UnflRPDS5cutfuQ9iUNdS1bLBY988wz2r9/v2bMmKEbb7xRYWFh8vHxUfPmzdWrVy9NmjRJBw4c0LPPPivp4sSSy5HQBQBUx2JU/qgi4KEOHjyo9PR0/fTTT7pw4YICAwMVHR2tpKSkWu+5de7cOe3YsUMHDx7UiRMnVFJSIj8/P7Vt21Y9e/as0ezWa1VpaaltFkFeXp7Onj0rf39/BQUFqXPnzoqJian1DahhGNq5c6f27dunkydP6syZM/L391d4eLhiYmLUrVu3Kt8Iw9WloqJCP/zwgw4ePKgff/xRp0+fVmlpqZo2barmzZsrMjJSPXv2rPMZJKWlpUpPT9d3332nU6dOydvbW61atVLPnj2d2pe3rvz+97/XW2+9ZSs/99xzev75550699J1kpGRoby8PBmGodDQUHXr1k29evXiGgGuE9nZ2dq8ebNyc3N1/vx5BQYGqkuXLurXr5/dyhcAPEN+fr42btyonJwc231u+/bt1a9fP4WGhtb5eIcOHVKnTp1sb6rHxsbqu+++q/NxcPWoz2drT9S1a1ft37/fVl63bp0GDx7sUh/79u3Tli1bdOLECZWVlalVq1ZKTEyss31GATQMT7uWn3rqKb3yyiu28oYNG5ScnOyWWAAAno+ELgAAbvLLX/5Sq1evtpUXLVqk+++/330BAQCAa87kyZP10ksv2cqvvvqqnnjiCTdGBDQcwzDUpEkTnT9/3laXlZXFSk8APEJ8fLx27twp6eIS+YWFhU6vIgAAuP6w5DIAAG5QUVGhbdu2merqavkpAAAA6eKqJAsXLrSVmzRpot/+9rdujAhoWLt27TIlc5s2baqIiAg3RgQAF23atMmWzJWk7t27k8wFAFSLhC4AAG6watUq0345QUFB6tGjhxsjAgAA15rFixfr+PHjtvKoUaMUHBzsxoiAhrV06VJTecCAAex1C6DOuboA5unTp+32s3/wwQfrMiQAwDWIhC4AAA3s6NGjevzxx011w4cPV+PGjd0UEQAAuNYcP35czz77rK1ssVj05JNPujEioGF9+eWXmjdvnqlu9OjRbooGwLUsJydHycnJWrVqlcrLy6ttu3PnTiUlJZn29g4JCdGYMWPqO0wAwFWOPXQBAKhnGRkZOnXqlPLz85Wenq5FixapqKjIdtxqtWrPnj2KiopyY5QAAOBqtnbtWknSuXPn9N1332nevHk6duyY7fjIkSP1wQcfuCs8oN6tXbtWpaWlOnbsmNasWaMPPvhAFRUVtuPR0dHauXMnH6IEUOeys7PVvn17SVJYWJh+9atfKSEhQW3atJGfn5+Kiop06NAhpaWlad26dXbnL1++XCNGjGjosAEAVxkSugAA1LNBgwbpyy+/rPL4vHnz9OijjzZgRAAA4FpT3TKyzZs31969e9WmTZsGjAhoWNVdAwEBAVqzZo1uvPHGBowIwPXi8oSuKywWi2bOnKmnn366HqICAFxrWHIZAAA3CQoK0sKFC0nmAgCAehMQEKCPPvqIZC6uW507d1ZaWhrJXAD1xmq1KiQkxKVzoqOj9dlnn5HMBQA4zcfdAQAAcL0ICAhQSEiIunXrpiFDhuj+++9XYGCgu8MCAADXGF9fX0VEROjWW2/VxIkTFRkZ6e6QgAZhsVgUGBioli1bKjExUUOHDtXIkSPl7e3t7tAAXMPCw8N17Ngxffnll9qwYYMyMjJ06NAhHT9+XGfPnpWPj4+Cg4PVqlUrJSUl6ZZbbtHQoUPl5cVcKwCA81hyGQAAAAAAAAAAAAA8FB8DAgAAAAAAAAAAAAAPRUIXAAAAAAAAAAAAADwUCV0AAAAAAAAAAAAA8FAkdAEAAAAAAAAAAADAQ5HQBQAAAAAAAAAAAAAPRUIXAAAAAAAAAAAAADwUCV0AAAAAAAAAAAAA8FAkdAEAAAAAAAAAAADAQ5HQBQAAAAAAAAAAAAAPRUIXAAAAAAAAAAAAADwUCV0AAAAAAAAAAAAA8FAkdAEAAAAAAAAAAADAQ5HQBQAAAAAAAAAAAAAPRUIXAAAAAAAAAAAAADwUCV0AAAAAAAAAAAAA8FAkdAEAAAAAAAAAAADAQ5HQBQAAAAAAAAAAAAAPRUIXAAAAAAAAAAAAADyUj7sDAAAAAIC6EBkZqZycnGrb+Pr6ytfXVyEhIQoPD1enTp0UGxurpKQkJSYmqlGjRg0ULQAAAAAAgHMshmEY7g4CAAAAAGrLmYRudQIDA3X33Xfrscce0w033FCHkdWNadOm6fnnn7eV169fr0GDBrkvIAAAAAAA0CBYchkAAAAAJBUWFmrhwoWKj4/XPffco59++sndIQEAAAAAALDkMgAAAIBr0wE4OekAAAzdSURBVOzZsxUXF2eqKy0tVUFBgQoLC5WTk6NvvvlG27Zt088//2xql5qaqg0bNmj58uXMggUAAAAAAG5FQhcAAADANSkhIcGpZOzPP/+s9957T6+++qr27dtnq8/Ly9PQoUP1n//8R8nJyfUYKQAAAAAAQNVYchkAAADAda1JkyZ66KGHtHv3bo0fP9507Oeff9Y999yj3NxcN0UHAAAAAACudyR0AQAAAECSj4+P5syZozlz5pjqT548qaefftpNUQEAAAAAgOsdSy4DAAAAwGXGjx+vTZs26eOPP7bVLV26VFOmTFGXLl2c6uPIkSPau3evsrKyVFRUJEkKDg5WmzZt1LdvXwUFBdVL7DW1f/9+7dq1SydPnlRRUZGCg4PVunVr9e/fX8HBwe4ODwAAAACA6xoJXQAAAACoZPbs2fr0009VUVEhSTIMQ2+99Zbd7N1LysrKtHbtWqWmpmrt2rXKycmpsm+LxaIbb7xRzzzzjO68805ZLJYq227YsEGDBw92eKyq+ksMw6j2eHFxsV555RUtXrxYWVlZDtt4e3trwIABeuGFFzRgwIBq+wMAAAAAAPWDJZcBAAAAoJIOHTrojjvuMNV98sknVbZPSUnRbbfdpnfeeafaZK50MdH6zTffaNiwYRoxYoTOnj1bJzG7YuXKlerYsaOmTZtWZTJXksrLy7VhwwYNHDhQ48aNU1lZWQNGCQAAAAAAJBK6AAAAAODQ3XffbSpnZWVVmawtKSmxq2vZsqViYmLUp08fxcXFqUWLFnZtPvroI9155522mcAN4e2339Zdd92lEydOmOr9/PwUHR2txMRERUVFycvLy+68ESNGXHHmLwAAAAAAqFssuQwAAAAADvTp08eubseOHYqIiHDYvkWLFho5cqR+/etfKzEx0WEC9+DBg1q4cKHmzp1rSwKnpaXptdde0/jx4+3ax8XFac2aNZKkJUuW6L333rMdmz17tuLi4lx6TWlpaXr44YdNCeQ77rhDEydOVFJSknx8/veImJ+fr3/84x+aMWOGzpw5I0n69NNPNWvWLP3xj390aVwAAAAAAFBzFoOPVwMAAAC4BkRGRppm0K5fv16DBg2qcX+GYahZs2YqLi621b3yyiuaMGGCXdtvvvlG8fHxslqtTvW9c+dO3XzzzcrPz5cktWnTRtnZ2aaEamXTpk3T888/byu7+voKCwsVHR2tY8eOSZK8vLy0YMECPfjgg9Wel5mZqUGDBunkyZOSpMaNGysnJ0fh4eFOjw0AAAAAAGqOJZcBAAAAwAGLxaKQkBBTXW5ursO2ffv2dTqZK0k33HCDZs2aZSv/9NNPWr16dc0CddL8+fNtyVxJevHFF6+YzJWkmJgYvfvuu7byhQsX9Le//a0+QgQAAAAAAA6Q0AUAAACAKgQGBprKl8/Wra2UlBR5e3vbyl9//XWd9V1ZeXm55s2bZyu3a9dOEydOdPr8oUOHKj4+3lb+8MMP6zQ+AAAAAABQNRK6AAAAAFCFgIAAU/nChQt11re/v79CQ0Nt5R07dtRZ35Xt2rVLR48etZVTUlLUqFEjl/q49dZbbf/+/vvvlZeXV2fxAQAAAACAqlW9QRMAAAAAXOfOnDljKvv6+l7xnL179yo1NVXbt29XZmamCgoKdPr0aZWWllZ7Xn0mSDdt2mQq9+rVy+U+2rVrZyrv27dPAwYMqFVcAAAAAADgykjoAgAAAEAVioqKTOXKM3Yvt2fPHj366KPauHFjjcYqLCys0XnO2Ldvn6k8cuTIWveZn59f6z4AAAAAAMCVkdAFAAAAAAcMw7CbNdu6dWuHbVeuXKnhw4fXaknm8+fP1/jcKzl16lSd91k52Q0AAAAAAOoHCV0AAAAAcOD777/X2bNnTXUdO3a0a3fgwAGNGDHClMy1WCxKTExUv3791KFDB4WHh8tqtcpqtZrOve+++3T8+PH6eQGXqY/ZvxUVFXXeJwAAAAAAsEdCFwAAAAAc2LJli11dfHy8Xd2kSZNMs2sTExO1ePFide3a9YpjWCyW2gXpJD8/P1P5r3/9qxISEmrVZ2xsbK3OBwAAAAAAziGhCwAAAAAOpKammspRUVFq27atqa64uFj//ve/beWwsDCtWrVKQUFBTo1RUFBQ+0Cd0KJFC1O5ffv2GjJkSIOMDQAAAAAAasfL3QEAAAAAgKc5fPiwPv/8c1PdsGHD7Npt377dtNTyqFGjnE7mHjx4sF73zb1c+/bt7cYGAAAAAABXBxK6AAAAAFDJU089Zdoj1svLSw899JBdu8r733bp0sXpMdatW+dSTF5e5sc3wzCcPnfw4MG1GhsAAAAAALgPCV0AAAAAuMzcuXP18ccfm+rGjBmjqKgou7aVk6qXz9atjmEYevPNN12Ky9/f31Q+d+6c0+cmJiaaZg6vW7dOmZmZLo0PAAAAAADcg4QuAAAAAEgqKyvTxIkTNWHCBFN9eHi4Zs6c6fCc8PBwU/mrr75yaqw333xTO3fudCm+4OBgUzkrK8vpcxs1aqQnn3zSVjYMQ+PGjVNpaalLMQAAAAAAgIZHQhcAAADAda2kpEQLFixQjx49NGfOHNMxPz8/paamKjQ01OG5CQkJaty4sa380Ucf6euvv652vJUrV9oljZ0RGxtrKn/44Ycunf/EE08oLCzMVv7qq680YsQIFRUVOd3H2bNn9frrr+udd95xaWwAAAAAAFBzPu4OAAAAAADqQ0ZGhsrKykx1paWlKiwsVGFhobKzs/Xtt99q27ZtDpcvDgsLU2pqqpKSkqocw9/fX8OHD9eyZcskSeXl5brtttv08ssva8yYMbJarba2P/zwg+bOnau33npLFRUVCg0NVXl5uU6dOuXU64mPj1eLFi2Ul5cnSdqwYYNuuukmjRw5Uu3atTMlliVpyJAhpnLz5s21fPly3XzzzbaZuZ999pliY2M1fvx43XPPPWrXrp3duP/973+Vnp6uTz75RCtWrNDp06c1depUp2IGAAAAAAC1ZzEqb/oEAAAAAFehyMhI5eTk1ElfKSkpmjt3rt2Syo4cOnRIPXv21OnTp031VqtVnTt3lq+vr3Jzc3XkyBHbMW9vb61YsUIPP/ywLeaIiAhlZ2dXO9b06dP13HPPOfUaqnrU++c//6kHHnhAJSUldsdatWql0NBQ+fr6qqioSCdOnFBBQYFdu6lTp2ratGlOxQEAAAAAAGqHGboAAAAAoIt71A4fPlyPP/64unXr5vR5HTt21PLlyzV8+HAVFxfb6ktKSrR792679larVe+++65uu+02l2OcPHmyDhw4oPfff9/lcy9JSUlRp06dNHr0aB04cMB0LDc3V7m5udWe7+3trdatW9d4fAAAAAAA4Bpm6AIAAAC4JjgzQ7dx48ayWq0KCQlReHi4OnXqpG7duikpKUm9e/dWo0aNajz+999/r2eeeUYrVqxweNzHx0d33XWXXnzxRXXu3NkuZmdm6F6yefNmLVu2TFu3btXhw4d15swZnT9/3tTmSo965eXlWrp0qd544w1t3bpV5eXlVbb19fVVUlKShg4dqtGjR6tVq1ZOxQkAAAAAAGqPhC4AAAAA1KHc3Fxt2rRJR44c0blz59SsWTNFRUWpX79+CgwMdHd4DhUVFenbb7/V0aNHlZeXp9LSUjVt2lShoaHq2rWrunTpYtoPGAAAAAAANBwSugAAAAAAAAAAAADgobzcHQAAAAAAAAAAAAAAwDESugAAAAAAAAAAAADgoUjoAgAAAAAAAAAAAICHIqELAAAAAAAAAAAAAB6KhC4AAAAAAAAAAAAAeCgSugAAAAAAAAAAAADgoUjoAgAAAAAAAAAAAICHIqELAAAAAAAAAAAAAB6KhC4AAAAAAAAAAAAAeCgSugAAAAAAAAAAAADgoUjoAgAAAAAAAAAAAICHIqELAAAAAAAAAAAAAB6KhC4AAAAAAAAAAAAAeCgSugAAAAAAAAAAAADgoUjoAgAAAAAAAAAAAICHIqELAAAAAAAAAAAAAB6KhC4AAAAAAAAAAAAAeCgSugAAAAAAAAAAAADgoUjoAgAAAAAAAAAAAICHIqELAAAAAAAAAAAAAB6KhC4AAAAAAAAAAAAAeCgSugAAAAAAAAAAAADgoUjoAgAAAAAAAAAAAICHIqELAAAAAAAAAAAAAB6KhC4AAAAAAAAAAAAAeCgSugAAAAAAAAAAAADgoUjoAgAAAAAAAAAAAICHIqELAAAAAAAAAAAAAB6KhC4AAAAAAAAAAAAAeCgSugAAAAAAAAAAAADgoUjoAgAAAAAAAAAAAICHIqELAAAAAAAAAAAAAB6KhC4AAAAAAAAAAAAAeCgSugAAAAAAAAAAAADgoUjoAgAAAAAAAAAAAICHIqELAAAAAAAAAAAAAB7q/wAuJt4Ot82/FQAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] @@ -732,7 +739,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -755,7 +762,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -778,7 +785,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -801,7 +808,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -860,7 +867,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -883,7 +890,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAACCQAAARHCAYAAAAh7CA6AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAuIwAALiMBeKU/dgAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nOzdeViU5f7H8c8AAiLgkihmpuC+73vmmrmU2LHcjpn+7FRWZpl6XDLNTlpZeayOHU9a7raYWkmaS665lFumkakH3EIElU1kn98fXj6HhxlgkIFBeb+uiyu+99zL9wEcaJ7v3LfFarVaBQAAAAAAAAAAAAAA4ERurk4AAAAAAAAAAAAAAADceShIAAAAAAAAAAAAAAAATkdBAgAAAAAAAAAAAAAAcDoKEgAAAAAAAAAAAAAAgNNRkAAAAAAAAAAAAAAAAJyOggQAAAAAAAAAAAAAAOB0FCQAAAAAAAAAAAAAAACnoyABAAAAAAAAAAAAAAA4HQUJAAAAAAAAAAAAAADA6ShIAAAAAAAAAAAAAAAATkdBAgAAAAAAAAAAAAAAcDoKEgAAAAAAAAAAAAAAgNNRkAAAAAAAAAAAAAAAAJyOggQAAAAAAAAAAAAAAOB0FCQAAAAAAAAAAAAAAACnoyABAAAAAAAAAAAAAAA4HQUJAAAAAAAAAAAAAADA6ShIAAAAAAAAAAAAAAAATkdBAgAAAAAAAAAAAAAAcDoKEgAAAAAAAAAAAAAAgNNRkAAAAAAAAAAAAAAAAJyOggQAAAAAAAAAAAAAAOB0FCQAAAAAAAAAAAAAAACnoyABAAAAAAAAAAAAAAA4HQUJAAAAAAAAAAAAAADA6ShIAAAAAAAAAAAAAAAATufh6gSAvMTGxmrHjh1GXK1aNXl5ebkwIwAAAAAAAABAdikpKTp37pwRd+7cWeXKlXNhRgAAwNUoSECxt2PHDvXv39/VaQAAAAAAAAAA8mHdunUKCQlxdRoAAMCFOLIBAAAAAAAAAAAAAAA4HQUJAAAAAAAAAAAAAADA6TiyAcVetWrVTPG6detUq1YtF2UDAAAAAAAAALDn1KlTpuN3s7+2CwAASh4KElDseXl5meJatWqpYcOGLsoGAAAAAAAAAOCI7K/tAgCAkocjGwAAAAAAAAAAAAAAgNOxQ0IxdeLECf3yyy86f/68kpKSVLp0aVWuXFl16tRR06ZNC1RZmpycrD179uj333/X1atX5enpqXvuuUdt27ZVcHCwE68CAAAAAAAAAAAAAFBSUZBQjCQkJOiDDz7QwoULFR4enmM/T09PtWnTRo8++qjGjh3r8PzR0dF67bXXtHjxYl27ds1un5YtW2ratGkKCQnJd/4AAAAAAAAAAAAAANzEkQ3FxPr161W7dm1NnTo112IESUpNTdXu3bs1e/Zsh+ffvn27GjRooH/96185FiNI0sGDB9W/f3898cQTSk1NdXh+AAAAAAAAAAAAAACyYoeEYmDu3Ll6+eWXZbVaTe3e3t66++67VbFiRV2/fl2RkZGKiYnJ9/y7d+9Wnz59dP36dVN7uXLlFBQUpKtXr+rcuXPKyMgwHlu6dKkSExO1evVqWSyWW7swAAAAAAAAAAAAAECJxQ4JLrZo0SKNGzfOVIzQu3dvbdiwQbGxsTp9+rT279+vo0ePKjo6WhcuXNCyZcs0YMAAeXp65jn/1atXNWjQIFMxQvXq1bVu3TpduXJFhw4dUnh4uCIiIvT000+bxq5Zs0Zz58513sUCAAAAAAAAAAAAAEoMizX72/JRZE6dOqXGjRsrOTlZklSqVCktWbJEQ4YMcWj81atXVb58+Vz7TJkyxXS0Q1BQkHbv3q27777bbv9Zs2Zp6tSpRly2bFmFh4fnuU5hOn78uBo1amTEx44dU8OGDV2WDwAAAAAAAADAFq/lAgCA7NghwYWeeuopoxhBklasWOFwMYKkPIsEoqOj9cEHH5jaPv744xyLESRp8uTJuv/++404Li5O77zzjsM5AQAAAAAAAAAAAAAgUZDgMl9//bW2bdtmxI899pgee+wxp67x2WefKTEx0Yjvv/9+de/ePdcxFotF06dPN7V98sknYiMNAAAAAAAAAAAAAEB+UJDgIv/5z39McfYiAGf4+uuvTfGoUaMcGte1a1cFBQUZ8cWLF7Vv3z6n5gYAAAAAAAAAAAAAuLNRkOACFy5c0Pfff2/EzZo1c/o5WomJidq5c6eprWfPng6NtVgs6tGjh6lt/fr1TssNAAAAAAAAAAAAAHDnoyDBBTZu3KiMjAwj7tq1q9PXOH78uNLS0ow4KChIgYGBDo/v2LGjKT5y5IjTcgMAAAAAAAAAAAAA3PkoSHCBn3/+2RQ3bdrU+Pzw4cN64YUX1LRpU5UvX14+Pj6qUaOGHnjgAb3zzju6cOGCQ2uEhYWZ4gYNGuQrx+z9s88HAAAAAAAAAAAAAEBuKEhwgewFCcHBwUpMTNSoUaPUokULffDBBzp69KhiY2N1/fp1nTlzRlu2bNGECRNUu3ZtTZkyxbT7gT0nTpwwxdWqVctXjtn7nzlzRsnJyfmaAwAAAAAAAAAAAABQcnm4OoGS6NSpU6bYzc1N999/vw4fPpzn2OvXr2v27Nn6+eeftWbNGvn5+dntd+nSJVN8zz335CvHypUry8PDQ+np6ZKkzMxMXb58WVWrVs3XPPbyio6OzteY7F8vAAAAAAAAAACQM6vVqszMTFmtVlenAgAoIhaLRW5ubrJYLK5OxYSChCKWmZmphIQEU9sLL7xgFCNYLBY99NBD6tOnj+655x5du3ZNhw8f1rJly/Tnn38aY7Zs2aIRI0boq6++srtOYmKiKS5Tpky+8rRYLCpdurQp1+xz3or58+frtddeK/A8AAAAAAAAAADgBqvVquTkZCUkJCghIUGpqamuTgkA4CKenp7y8/OTn5+fvL29XV6gQEFCEYuLi7OpSDx06JAk6a677tLatWvVqVMn0+ODBg3SK6+8oqefflorV6402tesWaOlS5dq+PDhNutkLx7w9vbOd66FUZAAAAAAAAAAAACcJykpSX/++WeeRz0DAEqG1NRUXb58WZcvX1apUqV09913y8fHx2X5uLls5RIqp5v67u7uCg0NtSlGuMnX11fLli1Tz549Te2zZs2yu+VScnKyKfb09Mx3rl5eXqb4+vXr+Z4DAAAAAAAAAAAUjqSkJJ09e5ZiBACAXWlpaTp79qySkpJclgM7JBSxnHYqePLJJ9W2bdtcx7q5uemjjz5S7dq1lZmZKUk6ceKEduzYoS5duuS6zq1sz5SSkpLrnLfi2Wef1WOPPZavMadOnVL//v0LvDYAAAAAAAAAAHeKm8UI9t60CADATVarVWfPntW9997rkp0SKEgoYr6+vnbb//a3vzk0Pjg4WD169NCmTZuMNnsFCdnXyb5jgiOy74iQU+75UalSJVWqVKnA8wAAAAAAAAAAUFJZrVb9+eefNsUIpUqVkr+/v3x9fVWqVCmXnxsOACg6VqtVaWlpSkxMVHx8vGn3nJu/N2rWrFnkvxsoSChipUuXlru7uzIyMow2Pz8/NW/e3OE5OnfubCpIOHDggE2f7MUD165dy1eeVqu1UAoSAAAAAAAAAABAwSQnJ9sc0+Dn56eqVatShAAAJVipUqXk4+OjgIAAXbhwQQkJCcZjaWlpSklJccqu+PnhVqSrQZJsdgioVauW3Nwc/1bUrVvXFF+6dCnPNc6fP5+PDKWoqCilp6cbsZubmypWrJivOQAAAAAAAAAAgPNlvcEk3bgBRTECAOAmi8WiqlWrqlSpUqb2+Pj4Is+FggQXqF+/vin29/fP1/js/a9evWrTJ3vRwtmzZ/O1Rvb+1atXL/JqGQAAAAAAAAAAYCt7QYK/vz/FCAAAE4vFYnNfOfvvj6JAQYILNGjQwBSnpKTka3xycrIp9vHxselTr149U/zbb7/la42wsLBc5wMAAAAAAAAAAEXParUqNTXV1MaRywAAe7L/fkhNTZXVai3SHChIcIEWLVqY4qioqHyNz35Ew1133WXTp2HDhqYtOCIiIhQZGenwGj/++KMpbtasWb5yBAAAAAAAAAAAzpeZmWnTln1LbgAAJMnDw8Omzd7vkcJEQYIL9O3bV25u//vSh4eH68qVKw6PP3jwoCnOfjyDJPn5+en+++83tW3evNmh+a1Wq7Zs2WJqe/jhhx3ODwAAAAAAAAAAFA5772zluAYAgD1Z70nfxA4JJUClSpXUsWNHU9uaNWscGpuenq61a9ea2rp06WK3b79+/UzxokWLHFpj27ZtCg8PN+LKlSurbdu2Do0FAAAAAAAAAAAAAECiIMFlnn76aVM8Z84cpaSk5Dnu448/1sWLF43Y399fDz74oN2+gwcPVpkyZYx4586d+uGHH3Kd32q16rXXXjO1jRw50m71DAAAAAAAAAAAAAAAOeEus4sMGTJEjRs3NuI//vhDTz/9dK5nduzfv18TJ040tT377LMqW7as3f6VKlXS888/b2p78skn9eeff+a4xuzZs7Vz504jLlu2rCZMmJDrtQAAAAAAAAAAAAAAkB0FCS7i5uamuXPnms51WrJkiR588EEdPHjQ1DcuLk7vvfeeevToocTERKO9Tp06mjJlSq7rTJw4UYGBgUYcHh6uDh066JtvvjGdD3L+/Hk988wzmjp1qmn81KlTVaFChVu6RgAAAAAAAAAAAABAyeXh6gRKsu7du2v27NmaNGmS0bZlyxa1atVKgYGBuueee3Tt2jWdPn1aqampprF33XWXVq9eLT8/v1zXqFChgj7//HM9+OCDSk5OliSdOXNGISEhKleunIKCghQbG6uzZ88qIyPDNDYkJETjx4930tUCAAAAAAAAAAAAAEoSdkhwsb///e96//33VapUKVP7xYsXdeDAAYWFhdkUI9StW1d79+41HfmQm/vvv1+hoaE2Ox3Exsbq8OHDCg8PtylGGDp0qD7//HPTDg4AAAAAAAAAAAAAADiKgoRiYMyYMTp69KgGDRpkU5iQVVBQkObNm6ejR4+qdu3a+VqjW7du+u233zR69Gj5+Pjk2K958+b66quvtGLFCnl5eeVrDQAAAAAAAAAAAAAAbuLIhmKiXr16+uyzzxQfH689e/bo5MmTiouLk6+vrypXrqwWLVqobt26BVqjcuXKmj9/vt59913t2bNHYWFhio2Nlaenp6pWraq2bduqVq1aTroiAAAAAAAAAAAAAEBJRkFCMePv769evXqpV69ehbZG6dKl1b17d3Xv3r3Q1gAAAAAAAAAAAAAAlGwc2QAAAAAAAAAAAACgQGbMmCGLxWJ8bN++3dUpFaouXbqYrheAfRQkAAAAAAAAAAAAAAAAp+PIBgAAAAAAAAAAAOAOVKNGDZ05cybPfhaLRb6+vipbtqxq166tFi1aaMCAAWrfvn0RZAngTsYOCQAAAAAAAAAAAEAJZrValZCQoPPnz2vbtm1699131aFDBzVv3lx79+51dXoAbmMUJAAAAAAAAAAAAACwceTIEXXq1EnLli1zdSoAblMc2QAAAAAAAAAAAACUAO+8846aNm1q056RkaH4+HidOHFCGzZs0J49e0yPjRgxQvXq1VPr1q2LMl0AdwAKEgAAAAAAAAAAAIASoGXLlurSpUuufV555RVt2LBBAwcOVGJioiQpMzNT48eP144dO4ogSwB3Eo5sAAAAAAAAAAAAAGDo3bu35s+fb2rbtWuXIiMjXZQRgNsVBQkAAAAAAAAAAAAATIYMGaKyZcsasdVq1bFjx1yYEYDbEUc2AAAAAAAAAAAAADDx8PBQ7dq1deDAAaMtOjq60NY7f/68jh8/rvDwcMXFxUmSKlSooKpVq6p9+/YqX76809bKyMjQgQMHdPr0acXExCghIUG+vr6qWrWqGjRooPr168tisThtPaAkoyABAAAAAAAAAAAAgI3sN+VLly7ttLnT09O1ZcsWrV69Wlu2bNGZM2dyzaNdu3aaOHGiQkJCbrlY4Pjx45o1a5ZCQ0ONogd7AgMDFRISotGjR6tp06a3tFZO5s+frzFjxigzM1OS5O7urn//+9968sknnboOUFxQkAAAAAAAAAAAAADAJCMjQydPnjS11apVy2nzDx48WF999ZVDfa1Wq/bu3atHHnlEf/nLX7R06VKVKVPG4bXS0tI0duxYLViwwCgEyM3Fixe1YMECbdy4UREREQ6vk5cpU6Zo9uzZRuzj46MvvvhCffv2ddoaQHFDQQIAAAAAAAAAAAAAky+//FKxsbFGfPfdd6thw4ZOmz85OdmmLSAgQAEBAfLz81NycrIuXLigmJgYU581a9YoLi5OmzZtkpubW57rxMXFqV+/ftq5c6fNY6VLl1a1atVUvnx5xcfH69y5c0pMTLz1i8pBWlqaRo0apWXLlhltAQEBWr9+vdq0aeP09YDihIIEAAAAAAAAAACAEiA9I1ORcbY3geF8Vcp6y8M975vlxdXWrVv1zDPPmNrGjx/vUAFAflSsWFEDBw5U37591aZNG1WsWNGmz6lTp/TJJ59o7ty5RhHD1q1bNW/ePL300kt5rjFy5EibYoTOnTtr8uTJ6tKli7y8vIz2zMxMhYWF6euvv9by5cuVlJRUwCuUEhISNGDAAG3evNloCw4O1saNG1W7du0Czw8UdxQkAAAAAAAAAAAAlACRccnq9PY2V6dRIuya2FXVKvi4Og0bBw8eVHp6uk17Zmam4uPj9ccff+j777+3uYH/2GOP6YUXXnBqLlOnTlXz5s3l7e2da79atWpp1qxZGjhwoLp3764rV65Ikt59912NGTNGHh453+5csGCB1q5da8QWi0Vvv/22xo8fb7e/m5ubGjZsqIYNG2ry5Mnavn17/i8si4sXL6pPnz46fPiw0dayZUuFhoaqcuXKBZobuF1QkAAAAAAAAAAAAACUADndiM9JvXr1NG7cOD355JOyWCxOzaV9+/b56t+sWTO9/fbbevLJJyVJFy5c0KZNm9SnTx+7/dPT0zVr1ixT2+TJkx3+GlgsFnXt2jVfOWb1+++/q3fv3oqIiDDaevXqpS+//FK+vr63PC9wu7l994oBAAAAAAAAAAAAUCjq1q2rp556SgMHDnR6McKtGjx4sNzd3Y14z549OfZds2aNzp49a8TBwcGaMWNGYaZn2LNnjzp27GgqRnjiiSf07bffUoyAEoeCBAAAAAAAAAAAAAAmJ06c0Lhx43Tvvffqk08+cXU6kqQyZcqoUqVKRpz1KITsNm3aZIpHjx6tUqVKFVpuN61bt049evQwjpaQpClTpmjx4sW5Hi8B3KkoSAAAAAAAAAAAAABKgG3btslqtdr9SExM1OnTp/X555+rb9++xpj4+HiNGjVK06dPL7S8jh8/rtdee00hISGqXbu2KlasKE9PT1ksFpuPyMhIY1xMTEyOc+7atcsU53S0gzN99NFHGjBggK5fvy5JcnNz0/z58/XGG28U+tpAcUUZDgAAAAAAAAAAAFDClSlTRsHBwQoODtbAgQP12WefadiwYcrIyJAkzZw5U61bt9ZDDz3ktDV//fVXPf/889q5c+ctjY+Njc3xsf/+97/G52XKlFH9+vVvaQ1HTZ06VbNmzTLi0qVLa+XKlerfv3+hrgsUdxQkAAAAAAAAAAAAlABVynpr18Surk6jRKhS1tvVKRTY4MGDdfToUc2ePdtoGz9+vPr27SuLxVLg+devX68BAwYoNTX1ludISUmx2x4fH6/09HQjrlixolNyzk3WYgQPDw9t3rxZHTt2LNQ1gdsBBQkAAAAAAAAAAAAlgIe7m6pV8HF1GriNvPDCC6aChBMnTmjv3r3q0KFDgeb9448/9Oijj5qKESwWi9q0aaMOHTooODhYgYGB8vb2lre3ubhj2LBhioqKynX+hIQEU+zr61ugfB3h5eVlFEikp6dryZIl6tChQ6EXQgDFHQUJAAAAAAAAAAAAAGwEBgYqODjYdPzBjz/+WOCChEmTJpl2N2jTpo2WLFmievXq5TnWkRv8fn5+pjgxMTH/SebTunXr9Mgjjyg5OVmS9PHHHys1NVWffPKJ3NzcCn19oLjipx8AAAAAAAAAAACAXZUqVTLF586dK9B8iYmJCg0NNeLKlStr48aNDhUjSNLVq1fz7OPv7y8Pj/+9LzsmJkZWqzX/yeZDr169FBoaKh+f/+1CsmTJEg0bNsx0fARQ0lCQAAAAAAAAAAAAAMCutLQ0U5x1Z4NbcejQIdNRDUOGDFH58uUdGnvq1CmH169Vq5bx+bVr1xQWFpa/RG9Bt27dtHHjRtMODatWrdLgwYNtvo5ASUFBAgAAAAAAAAAAAAC7zp49a4qz75iQX1FRUaa4bt26Do/94YcfHO7bqVMnU/zdd985PLYgOnXqpE2bNqls2bJG21dffaUBAwYUuJgDuB1RkAAAAAAAAAAAAADAxuHDhxUdHW1qq1OnToHmzH50QtbdEvIa99FHHzm8Tq9evUzxRx99VGS7FLRr105bt25VhQoVjLZvv/1W/fv3V3JycpHkABQXFCQAAAAAAAAAAAAAMLFarZo2bZqpzc3NTb179y7QvIGBgaZ49+7dDo376KOPdOTIEYfXCQkJUY0aNYz4v//9r2bMmOHw+IJq2bKltm3bpoCAAKNt48aNeuihh5SUlFRkeQCuRkECAAAAAAAAAAAAAMO1a9f05JNPKjQ01NQ+fPhwVaxYsUBzt2zZUp6enka8Zs0a7dmzJ9cx69ev17hx4/K1jru7u1555RVT2+zZs/Xuu+86NN5qtWrbtm35WjO7Jk2aaPv27aYijK1bt6pXr15KTEws0NzA7cLD1QkAAAAAAAAAAAAAKHwHDx5Uenq63ceSkpIUFRWln376SV999ZWuXr1qerxq1aqaPXt2gXMoU6aMBgwYoFWrVkmSMjIy1Lt3b82ZM0fDhw+Xt7e30ffkyZOaO3euFixYoMzMTFWqVEkZGRm6fPmyQ2uNGjVKGzdu1OrVqyXdKDIYP368QkNDNWnSJHXu3FleXl5G/8zMTIWFhenrr7/W0qVLlZycrIiIiAJdb4MGDbRjxw5169ZNFy5ckCTt2rVLPXv21IYNG1S2bNkCzQ8UdxQkAAAAAAAAAAAAACXA+PHjb2ncPffco82bN9sct3CrXn/9dYWGhio+Pl6SFB8fr6efflpjx45VnTp15OXlpcjISJ0/f94Y4+7ursWLF2v06NEOFyRI0qJFixQdHa0dO3YYbdu2bdO2bdvk4+OjatWqqVy5ckpISNDZs2dNOxdUr17dCVcr1alTRzt37lS3bt105swZSdLevXvVo0cPbdq0SeXLl3fKOkBxxJENAAAAAAAAAAAAAGx4eXnp6aef1rFjx1SvXj2nzVuzZk19+eWX8vX1NbUnJyfr6NGj+vnnn03FCN7e3lqxYoV69+6d77X8/f21adMmPfnkk7JYLKbHkpKSdOLECe3fv1+//fZboR6jEBwcrJ07d6pmzZpG24EDB9StWzfFxMQU2rqAq1GQAAAAAAAAAAAAAJRwnp6eCggIUMOGDfXXv/5V8+fP14ULF/Tvf/+7UI4V6Nmzp37++Wc9/PDDOfbx8PDQo48+ql9++UWDBg265bU8PT318ccf69ChQ/rLX/6iMmXK5Nq/evXqGjt2rDZu3HjLa9pz7733aseOHapbt67RduTIEXXp0kVRUVFOXQsoLixWq9Xq6iSA3Bw/flyNGjUy4mPHjqlhw4YuzAgAAAAAAAAAkB2v5RaN9PR0nTx50tRWu3ZteXhwSjduX5GRkdq1a5fOnz+vpKQk+fv7q1atWurQoYPKlSvn9PVSUlK0d+9enTlzRtHR0UpNTZWfn5/uvfdeNWrUyLSLAXA7Kw6/M/jtBAAAAAAAAAAAAMBlqlSpooEDBxbZel5eXurSpUuRrQeUZBzZAAAAAAAAAAAAAAAAnI4dEgAAAAAAAAAAKCBrerrSLto//7tUYGVZ2E4fAACUQPwFBAAAAAAAAABAAaVdjNLpHj3sPlZzyxZ53lO1iDMCAABwPY5sAAAAAAAAAAAAAAAATkdBAgAAAAAAAAAAAAAAcDoKEgAAAAAAAAAAAAAAgNNRkAAAAAAAAAAAAAAAAJyOggQAAAAAAAAAAAAAAOB0FCQAAAAAAAAAAAAAAACnoyABAAAAAAAAAAAAAAA4HQUJAAAAAAAAAAAAAADA6ShIAAAAAAAAAAAAAAAATkdBAgAAAAAAAAAAAAAAcDoKEgAAAAAAAAAAAAAAgNNRkAAAAAAAAAAAAAAAAJyOggQAAAAAAAAAAAAAAOB0FCQAAAAAAAAAAAAAAACnoyABAAAAAAAAAAAAAAA4HQUJAAAAAAAAAAAAAADA6TxcnQAAAAAAAAAAAEUtMyVF6dExTpsvPeqi0+YCAAC4U1CQAAAAAAAAAAAoMTKvX1fk1KlK2PqDrCkprk4HAADgjkZBAgAAAAAAAACgxIicOlXx321wdRoAAAAlgpurEwAAAAAAAAAAoChkpqQoYesPrk4DAACgxKAgAQAAAAAAAABQIqRHxxT5MQ0WLy95BFQs0jUBAACKCwoSAAAAAAAAAAAoJH7du8nNy8vVaQAAALiEh6sTAAAAAAAAAADgTmPx8pJf926q8sYbrk4FAADAZShIAAAAAAAAAACUeNVXLJdH5UCnzecRUJGdEQAAQIlHQQIAAAAAAAAAoMTzqBwoz3uqujoNAACAO4qbqxMAAAAAAAAAAAAAcOeKiIiQxWIxPkaMGOHqlIq9hQsXmr5my5cvd3VKwC2hIAEAAAAAAAAAAAAAADgdBQkAAAAAAAAAAADAHahGjRqmd9nf/FiwYMEtz7l48WK7c9aoUcN5iQO4Y1CQAAAAAAAAAAAAAJQgS5cuveWxS5YscWImAO50FCQAAAAAAAAAAAAAJciePXt0+vTpfI87c+aMduzYUQgZAbhTUZAAAAAAAAAAAAAAlABubv+7NXgruyQsXbpUVqvVZq681KhRQ1ar1fhYvHhxvtcGcHuiIAEAAAAAAAAAAAAoAbp27Wp8vmzZMqO4wFFZixi6devmtLwA3LkoSAAAAAAAAAAAAABKgOHDhxufh4eHa9FFY3wAACAASURBVNeuXQ6P/fHHH3Xq1Cm7cwFATihIAAAAAAAAAAAAAEqA3r17KyAgwIjzc2zDkiVLjM8rVaqk3r17OzU3AHcmD1cnAAAAAAAAAAAAAKDwlSpVSkOHDtW8efMkSatXr9aHH34ob2/vXMclJyfriy++MOKhQ4fKw+POvM145swZHThwQJcuXdLVq1dVrlw5Va5cWR07dlRgYGCB57927Zq2b9+us2fP6sqVKypXrpzq16+vjh07ysvLywlXABQvd+YzBQAAAAAAAACg2MtMSVF6dEyRrZcedbHI1gKA4mr48OFGQUJcXJzWrVunwYMH5zpm3bp1iouLM82RHxEREQoKCjLiJ554QosXL7bpd+DAAXXs2FGpqamSJHd3d23btk2dOnVyaJ33339fY8eONeK7775bv/zyiypWrJjruJSUFM2fP18ff/yxwsLC7PaxWCxq3bq1pk2bpoceesihfLK6cuWKJk2apJUrV+ratWs2j/v7++vZZ5/VtGnT5OPjk+/5geKKggQAAAAAAAAAQJHKvH5dkVOnKmHrD7KmpLg6HQAoUVq0aKFGjRrp2LFjkm4cxZBXQULW4xoaN26s5s2bKzY21um5tWrVSm+++abGjRsnScrIyNDQoUN15MgR3XXXXbmOPXTokCZMmGDEbm5uWrFiRZ7FCHv37tWQIUN05syZXPtZrVb99NNPevjhh9W/f3+tWLHC4cKB/fv3KyQkRFFRUTn2iY+P15tvvqlvv/1W33//vUPzArcDN1cnAAAAAAAAAAAoWSKnTlX8dxsoRgAAF8m6w8HmzZt18WLOO8hERkZq8+bNdscWhpdeesm0A8H58+c1YsSIXMckJiZq8ODBxs4KkjRt2jR16dIl13Hr1q1Tt27dbIoRPD09Va9ePbVp00b16tWzOZ5i3bp16tGjh1Ic+D129OhR9e7d26YYwcvLS/Xq1VOLFi0UEBBgtB8/flx9+/ZVcnJynnMDtwN2SAAAAAAAAAAAFJnMlBQlbP3B1WkAJVNGuhR/wdVZlAz+VSX34nsbbtiwYZo8ebIyMjKUkZGhFStW6OWXX7bbd/ny5crIyJB04wiFv/71r4We3+LFi9W0aVNduHDj53X9+vWaO3euXnrpJbv9n3nmGZ08edKI77//fk2bNi3XNX799VcNGTLEdOO/c+fOmjhxorp37y4vLy+jPSEhQStXrtSrr76qS5cuSbqxs8L48eP1wQcf5LhGamqqhgwZoqtXrxpt/v7+euONNzR8+HD5+/sb7fv27dOECRO0e/du/fLLL3r33XdzzR+4XRTfZ0IAAAAAAAAAwB0nPTqm2O2MYPHykkdA7lt6A3eE+AvSvCauzqJkGHtUKl/d1VnkqEqVKnrggQe0ceNGSdLSpUtzLEjIelxDz549VaVKlULP76677tLKlSvVrVs3oxhi0qRJ6tSpk1q1amXq++mnn2rFihU2Y93d3XOcPy0tTYMGDTIVI7zxxhuaPHmyLBaLTX8/Pz89/fTT6tOnj7p27arTp09Lkj788EP97W9/U5Mm9v9dvfPOO/rtt99Mue3cuVMNGjSw6duuXTvt2LFDw4YN06pVqxQREZFj/sDthCMbAAAAAAAAAAAlml/3bnLL8k5YACgJsh69cPToUR05csSmz8GDB3X8+HG7Ywrb/fffr+nTpxtxamqqBg8erPj4eKPt999/15gxY0zjFi9erKpVq+Y69+eff66wsDAjfu655zRlyhS7xQhZVatWTatXr5ab2/9usb733nt2+6anp9vsnrBo0SK7xQg3ubm5afHixapbt26ueQC3EwoSAAAAAAAAAAAlksXLS/59eqvKG2+4OhUAKHL9+/c3HRmwdOlSmz5Zd0coW7as+vfvXyS53TR16lR169bNiE+fPq2nnnpKkpScnKxBgwbp2rVrxuMvvviiHnrooTzn/ec//2l87uvrq1mzZjmcU7NmzdS3b18jXrdunTIzM236bdiwQRcvXjTi9u3bKyQkJM/5PT099Qa/l3AH4cgGAAAAAAAAAECxUH3FcnlUDiyy9TwCKrIzAoASq3Tp0ho4cKAWLlwoSVq5cqXmzJljHHWQlpamVatWGf0HDhwob2/vIs3Rzc1Ny5cvV9OmTRUdHS3pxu4G3bt316FDh3T06FGjb8uWLfXWW2/lOeelS5d08OBBI+7Xr5+pMMMRPXv21LfffitJiouL09GjR9WsWTNTn+3bt5vi/Owu0a9fP1WoUEFXrlzJV15AcURBAgAAAAAAAACgWPCoHCjPe3LfZhsA4DzDhw83ChKioqL0/fffq0+fPpKk0NBQxcTEmPq6QpUqVbR06VL16dNHVqtVkvT8888rNTXV6OPn56fPP/9cnp6eec63a9cuU9yqVat853Tvvfea4rCwMJuChJ9++skUd+nSxeH5S5UqpQ4dOmj9+vX5zg0objiyAbjNREREyGKxGB8jRoxwdUoAnGjGjBmmf+PZq2izy9o3P3/QlhQ8ZwIAAAAAAAA5u++++xQcHGzEWY9oyPp5zZo1dd999xVpbln16tVLEyZMMOKsxQiStGDBAtWsWdOhucLCwkzxuHHjTK8hOvKR/egFezsZhIeHG597enqqdu3aDuV3U+PGjfPVHyiu2CEBAAAAAAAAAACgJPCvKo09mnc/FJz/7bHbi8Vi0eOPP67XXntNkvTNN98oLi5OaWlpCg0NNfo9/vjjrkrR8MYbb2jHjh3av3+/qf3//u//NGTIEIfnuXz5srNTU1xcnE1bbGys8Xm5cuWMozAcdddddxU4L6A4oCABAAAAAAAAAACgJHD3kMpXd3UWKGaGDx+umTNnymq1Kjk5WV988YWSk5OVlpYm6UbRgquOa8gqIyNDycnJNu353Tk2a6GAs2RmZppiq9Wqa9euGbGPj0++5yxTpkyB8wKKAwoSABRYRESEgoKCjPiJJ57Q4sWLXZdQEVu8eLFGjhxpxJ9++inbwgMotkr6c7YjatSooTNnzkiSqlevroiICNcmBAAAAAAAUIiCg4N13333adeuXZKkpUuX6vr168bjnTp1Mr2e5Crjxo3TL7/8YtM+ZswY3XfffQ7nmL044OWXX1avXr0KlFutWrVMscVikY+Pj5KSkiTJ+G9+ZC1oAG5nFCQAAAAAAAAAAAAAJdjw4cONgoTdu3fbPOZqa9eu1fz58+0+FhcXpyFDhmj37t3y8Mj71mfFihVN8d13360ePXo4Jc+sypUrZxQixMbGKiMjI1/HNhTG0RKAK7i5OgEAAAAAAAAAAAAArjNw4ECVLl3apr106dJ67LHHXJDR/5w9e1ajRo0ytS1atEj169c34v3792vq1KkOzZd9J4VTp04VPEk7goODjc9TU1P1xx9/5Gv80aNHnZ0S4BIUJAAAAAAAAAAAAAAlmL+/v0JCQmza+/fvL39/fxdkdEN6erqGDh2qq1evGm2jRo3S//3f/+nzzz+Xt7e30T5nzhxt3rw5zzm7du1qin/44QfnJZxF69atTfGOHTscHpuamqq9e/c6OyXAJShIAAAAAAAAAAAAAEq4J554wqG2ojR9+nT9+OOPRtygQQO9//77kqTGjRvrvffeMx6zWq16/PHHFRUVleuc1atXV7169Yz4xIkTDhUy5FeXLl1M8dKlSx0e++233+rKlStOzghwDQoSAAAAAAAAAAAAgBLuwQcfVEJCgumjZ8+eLstn69atevPNN43Y29tbn332mXx8fIy20aNHa8CAAUYcFRWlxx9/XFarNde5J0yYYIrHjh2r+Ph4J2V+Q58+fRQYGGjEe/fu1ddff53nuNTUVIePnwBuBx6uTgBA0UpMTNTx48f1+++/6/Lly7p+/brKli2rihUrqkWLFqpTp46rUzSJjY3Vnj17FBkZqejoaHl7eysgIEDNmzdXgwYNCjR3QkKCDh8+rBMnTig2NlYpKSny8fFR+fLlVaNGDTVo0ECVK1d20pUUjczMTP300086efKkLl26pIyMDFWqVElBQUHq0KGDSpUq5eoUHVaY33t7jh07prCwMEVGRioxMVGVK1fW8OHDc/2anT9/XsePH1d4eLji4uIkSRUqVFDVqlXVvn17lS9f3ul5FicnTpzQ0aNHFRMToytXrhjfo/r166tp06by9PS8pXnPnj2rn376SVFRUYqLi1OFChUUGBiojh07KiAgwMlXceM69u/frz///FPu7u6qVKmS2rRpYzqDriCOHDmi3377TZcuXVJycrIqVaqkatWq6b777rN7Ll9BHThwQKdOnVJkZKSSk5NVvXp1DR061OnrOFtKSop+/PFHnT9/XpGRkXJ3d1fr1q3VuXPnHMekpaXpxIkT+u2333Tx4kUlJCSoTJkyqlChgurVq6cWLVrIw6P4/Lmbmpqqffv2KSIiQtHR0crMzFRAQIBq166tdu3ayd3d3dUpAgAAoJjLTElRenSMq9MosPSoi65OAQBgh8Vika+vr6vTkCRdunRJw4YNU2ZmptE2d+5cNW7c2KbvwoULdeDAAZ05c0aStHnzZr399tv6+9//nuP8w4cP15w5c/T7779LksLCwtS3b199+eWXpiKC3KSmpmrFihWKiYmxKXCQJA8PDz333HOaNm2a0TZq1CjVqVMnx9ceMzMzNXLkSJ04ccKhHIDbQfF5hRZAofnjjz+0atUqbdy4UQcOHFB6enqOfQMDAzV69GiNGTMmz5upNWrUMH7BZ7VkyRItWbIkx3GffvqpRowYkevc3377rd555x3t2bMnx3zvvfdevfjii3r22Wfl5eWV63xZHTp0SP/4xz8UGhqq1NTUXPsGBQWpb9++Gj16tOkmeEREhIKCguyOGTlypEaOHJnjnOHh4apRo4bD+Tri0qVLmjlzpj777DNdvnzZbh8/Pz898sgjmjlzpqpXr57rfI0aNdLx48eN+NSpU6pZs2a+crp27ZoCAwOVmJgo6caN+sjIyDxvUhfG93779u2mc8GmT5+uGTNmKD09XR999JEWLFhgut6bBgwYoHLlyhlxenq6tmzZotWrV2vLli12f/5vslgsateunSZOnKiQkBBZLJY887wdxMTEaM6cOVq1apXOnTuXY78yZcrogQce0N/+9jf17t07z+vPzMzU4sWLNXfuXB07dsxuHzc3N7Vp00ZTpkzRww8/XKDrkKRNmzZp6tSpOnDggN3H69evr7feeuuW1kpISNBbb72lTz/9VH/++afdPt7e3urVq5def/11NWrUyKF5Fy9ebHp+ufl8ev36db3zzjv69NNPFR4ebhpTtmxZDR06tFCfsx0xYsQI0zo3nwvPnz+v119/XV988YViY2NNY0JCQmwKEmJiYvTFF19o/fr12rVrl/EcY0+ZMmU0ePBgTZo0SbVq1cpXfjedOXMm15/fJ554QosXL8517mPHjmnmzJnasGFDjvmWK1dOw4YN07Rp01SpUqVc5wMAAEDJk3n9uiKnTlXC1h9kTUlxdToAABQqq9Wq4cOH6+LF/xWwDRgwQM8884zd/uXKldPKlSvVuXNn4zXlV155RV26dFHbtm3tjvHw8NCaNWvUtm1bJSQkSJJ2796thg0b6oUXXtDQoUNVu3Ztm3EXL17Uzz//rG+++Ubr1q1TTEyMRo0aleO1TJgwQcuXLzcKDC5fvqx27dpp1qxZGj58uPz8/Iy++/bt08SJE7Vr1y5JN+7BRERE5PKVAm4PHNkA3OHWr1+vunXrasaMGdq3b1+uxQjSjV+m06dPV+PGjfXzzz8XUZb/c+nSJXXt2lX9+vXTzp07c8337NmzGjdunJo0aaLTp087NP+bb76p1q1ba+3atXkWI0g3bph9+OGHWrlypcPXUNS++OIL1apVS//6179yLEaQbtwgXbp0qerWrat//etfuc6Z/Vyw/JxtddNXX31luvE2ePDgXIsRCvt7n93Vq1fVtWtXvfDCC3aLEewZPHiwevfurUWLFuVajCDd+KN57969euSRR/Too4/q2rVrt5RncbJgwQIFBQXp7bffzrUYQbpRkLJu3Tr17ds3z6/VhQsX1Lp1a40aNSrHYgTpRtHCvn371K9fP/Xp08f4H4VbMXHiRD344IM5FiNIN6qi+/Xrp9dffz1fc+/YsUO1atXSG2+8kWMxgiQlJydr3bp1atasWYG2YDtz5oxatWqlV1991aYYobjbsmWLGjVqpP/85z82xQj2XL16VVWqVNFzzz2X6839m65du6ZFixapUaNGeRYNFIb09HSNGTNGTZs21ZdffplrvrGxsfrwww9Vq1YthYaGFmGWAAAAuB1ETp2q+O82UIwAACgR5syZo++//96Iq1evroULF+Y6pkOHDnrttdeMOD09XYMHDzZ2trWnfv36Wrt2relNaVeuXNGMGTNUp04dBQQEqEmTJmrXrp0aNGigSpUqqUqVKurXr58WLlyomJi8dy3y8vLSqlWrVLZsWaMtPj5ezz//vAICAtSgQQO1atVKlStXVvv27Y1ihGbNmunll1/Oc37gdkBBAnCHS05OtmkrXbq06tSpo5YtW6pVq1YKCgqSm5v56eDChQvq0qWLwsLCiipVnTx5Uu3atdP27dtN7RaLRTVq1FCrVq3UuHFjmy2j/vjjD7Vv315//PFHrvMvWrRIkydPNm3xJN3YOaBx48Zq166dmjZtqmrVqt0272b/+OOPNWTIEJsbs76+vmrYsKGaNWtm+mNKurEt+vPPP6+ZM2fmOO+wYcNMW4cvX748zzO3ssv+TuPsRQ5ZFfb3Prv09HT169dPu3fvNtrKly+vJk2aqEmTJqY/DrOy9+/p5h+Nbdu2VdOmTVWxYkWbPmvWrFFISIjNz97t5MUXX9Qzzzxjc0PV3d1dQUFBat26tRo3bpzvIxXCw8PVoUMHHTp0yNTu5uam4OBgtWrVyu6OHhs2bFDXrl119erVfF/LpEmTNGfOHCP28/NTw4YN1apVK7v5v/rqq1qzZo1Dc4eGhqpXr166dOmSqd3b29s4QiD7GhkZGZo1a1auldQ5iY+PV8+ePfXbb78ZbZUqVTKONilTpky+5ywqhw8fVkhIiOl/CqtXr65WrVqpZs2ado9LycjIsClWuvkz2KxZM7Vt21b16tWz2TklJSVFI0eOvKXiqluVlJSkhx56SB9++KHNv/3AwEA1a9ZMLVq0sNkNISEhQSEhIfryyy+LLFcAAAAUb5kpKUrY+oOr0wAAoEjs379fr7zyihF7eHho1apVNq9z2zNp0iR1797diCMiIvTUU0/lOqZ79+766aef1LJlS5vHYmJi9Ouvv2r//v0KCwtTdHS0TR+LxaJq1arlukbz5s21YcMGm9cFU1JSFBYWpoMHD5peT2zUqJFCQ0Pl7e2d67zA7YIjG4ASwN3dXb169VK/fv3UrVs3BQcH2xQgJCQk6JtvvtHMmTONm7tJSUkaOnSoDh06ZPcG/YoVK3T9+nVFRUVp2LBhRnvPnj3tnpd0U8OGDW3akpKSFBISYnp3b1BQkCZNmqTHHnvMdHzEzW3zp06datzEjI6O1qBBg7Rv3z67W/inpKRo4sSJprYBAwZo8uTJatGihc31JSQk6Oeff9Z3332n5cuX28wXGBiozZs3S7qx7XvWm5sTJkxQz549c7x+R8+fysuhQ4f03HPPmW503XvvvXrnnXfUr18/4+uQkZGhLVu26OWXXzbtBDB9+nS1bt1avXv3tpm7SpUqeuCBB7Rx40ZJ0n//+1/t3r1bnTp1cii3c+fOmYoL6tWrpzZt2tjtW9jfe3sWLlyoqKgoSVKPHj302muvqV27dsa/C6vVqq1bt6p06dI2YytWrKiBAweqb9++atOmjd0ChFOnTumTTz7R3LlzjSKGrVu3at68eXrppZccyrE4mTdvnubNm2dqCw4O1quvvqp+/frZHO9y7tw5ff/991q1apV++CHnF83S09M1ZMgQnT171mjz8PDQ+PHjNWbMGN19991G++nTp/Xmm2+aKqEPHjyo0aNH67PPPnP4Wnbu3Gn8rLVt21avv/66unbtKg+PG38SWa1W7dixQ6NHjzbOj5OkF154Qf369TP62XPu3DkNGzbMVLhy11136c0339TgwYNNBTV79+7VxIkTTUUxn3zyiVq3bp3j1nP2zJo1y/hZHjRokKZMmaImTZoYj6elpWnLli2SnPuc7QyjR49WUlKSvL29NX78eD3zzDOqWrWq8XhsbKyOHj1qd2yrVq30l7/8RQ8++KAaNmxo828/PT1dO3bssKmmf+6559S1a1e7/5M4ceJE4+sybNgw4+tauXJlu78Hbsr6c5r9+rKu7evrq5deekkjR460OfLnl19+0T/+8Q+tXr1a0o3n7VGjRql58+Z5HjUBAACAO196dEyJ2RnB4uUljwDb/88GAJQMcXFxGjJkiNLS0oy2mTNnqn379g6Nd3Nz0/Lly9W0aVPjBv8XX3yh7t2751qYULt2beMYhnnz5unHH3/MdYdlDw8PtW3bVr169dKwYcMcOqK5ffv2CgsL09///netWrVKSUlJNn38/Pz03HPPadq0afLx8cn7goHbhMWa37e8AkXs+PHjprO1jx07Vmg3R24HERERphsZeZ1dHR4eLjc3N7vvMLYnOTlZAwYM0HfffWe0fffdd3ZvWt9qTvaMHj1a//73v4344Ycf1sqVK23eEZ9VSkqKhgwZorVr1xpt7733nt0bvt9995369u1rxMOHD8/1zPSsUlNTdf78eQUHB9t9PKcz3QuT1WpV06ZN9euvvxptTZs21fbt23OsFE1JSVGfPn1MN4irVKmi06dP273x/tlnn2nIkCFGPGrUqDy3xbpp1qxZpi3oZ8+erUmTJtntW9jfe0navn27unbtatP+4osvau7cuXlez0179+5V8+bNHa5MPXLkiLp3764rV65IkqpWraqIiIhcb2rPmDHDtLXYtm3b1KVLlxz7Zy2m6dy5s80uEwV17NgxtWjRwvQ/AY8++qiWL1/uUAHIwYMHVatWLbu7Trz77rsaP368EXt6eurrr79Wr169cpzv448/tvmfh7Vr16p///52+2d/frppxIgRWrhwoWknkKyio6PVrFkz05EL69atU0hISI65Pfzww1q/fr0RV6tWTbt27crx+TczM1MjRozQsmXLjDYfHx+dPHkyx5vc2Z9vbvrnP/+psWPH5phbVs54zr4VI0aMsHne9fX11YYNG3Tfffc5NMf169f1yy+/qF27dg6v+/rrr+vVV1814okTJ+qtt97KdUyNGjWMo0aqV6+e77P6Pv/8cw0ePNiIa9asqe+//141a9bMddycOXNMxXP9+vXT119/na+1AQAAcOdJPX9Bp3v0cHUaRcK/T29Vfe89V6eBAuC13KKRnp6ukydPmtpq166d62tOAByXlJSkffv26dy5c4qJiVFycrJ8fX1VsWJF1a1bV/Xr1y/QzqSJiYnatm2bzp49q9jYWPn7+6tBgwbq2LEjuyLA6YrD7wyObADucEFBQQ4XI0g3thVftmyZ6ebhp59+WhipGc6dO2e60d2kSRN9+eWXud6Qlm6cvbR8+XJT9eG8efOUkZFh0zf7lv7PPvusw/l5enrmWIzgKps3bzYVI/j4+Oibb77JddsqLy8vrVmzxrRDQ2RkpFauXGm3f//+/U0/B6tXr7Z7ZIE9WbdFd3NzM70bO6ui+N7npEOHDnovny9ytG/fPl9/EDZr1kxvv/22EV+4cEGbNm3K15quNmvW/7N353FRV/v/wF/DDMO+iGwKirhv5YZXM1MBc0uvel3Scs3S1Lpcyyzzai7Z1VvdNkvTNEGtNDX3XSQ1la+CmCmpIGIisij7MsMsvz/4OfKBAWZgZj4DvJ6PB484Z87yHmbmkHzen3M+EiQj9O3bF9u3bzd4N4oePXroTUZQq9UVdl346KOPqkxGAIDXXnutwg4Cn376qUGxPBYUFIT169dXmowAlB7FsXjxYkHd4cOHK21/48YNHDx4UFe2sbHBzp07q1x/bWxssGnTJjz11FO6usLCQqxdu9aQp6EzYcIEg5MRrM0nn3xicDICUHrkkDHJCACwePFiwe4u5k6+0Gq1WLp0qa7s6OhoUDICULrDzrhx43Tl/fv3G30kDRERERFRXSSxs4PrsKFosnKl2KEQERHB0dERISEhmDp1Kt5++20sWrQIYWFhePnllxEUFFTrY1KdnZ0xYsQIzJ07F4sWLcKbb76J0NBQJiNQvcV0OSKqwMPDA0OHDtVtg37u3Dmzzvf1118LzgT/+OOPDb7Y6ejoiHnz5ukuxiUnJ+PSpUvo1auXoF1RUZGgrO9s8rqk/E4F8+bNQ/Pmzavt5+bmhqVLlwou6K5fv17v2fX29vYYP348NmzYAKB0u6w9e/YI7vrVJzo6Gjdu3NCVQ0ND4e/vr7etJV77yixfvlzvUSSmNmHCBMyaNUuXLHHu3DkMGzbM7POaQmpqKnbs2KErP76AXv7Il5o4evQo/vrrL105ICDA4IvqK1euREREhG5bs7NnzyI+Ph4dOnQwqP/y5csNWgPGjx+P2bNn68qPjwnRZ+PGjSi76dTEiRMrPaakLJlMho8//liQiLFhwwaj3p8rVqwwqJ21ad68OV577TWLzPXyyy/jzJkzAID09HQkJCSY7SiEo0ePCo77CAsLMygZ4bF///vf+PnnnwGUJjf88ssvePfdd00eJxERERHVDwHbtkLmY5qjIcUk8/KEjYF/DyAiIiKiuoUJCUSkV9ntvFNSUpCRkQEvLy+zzFX2eAhfX18MNHIbwkGDBgnKZ86cqXBRuvz251u3bkX37t2NjNR6nD59WlDWt4V7ZSZOnIh58+bpkjRiYmJQWFio90yqqVOn6hISACA8PLzahISyuyM8HqMylnjt9fHx8UFISIhRc9WUk5MTvL29kZqaCgC4fPmyReY1hZMnTwp2nRg6dCja12cVrAAAIABJREFUtGljkrF//fVXQXnKlCkGbxHl4eGBUaNGCXb3OH36tEEJCW5ubhg8eLDB8zRv3hx3794FAEECRXnln88rr7xi0BwA8Pzzz8Pf3x/37t0DAKSlpeHmzZto165dtX179uxptgvr5vbiiy+aJLnFEOWP7bh8+bLZfm5l1zUAmDx5slH9n376afj6+uLBgwcAStc1JiQQERERUWVkPr6Q+/uJHQYRERERUaV4ZANRA5KdnY2NGzdi+vTp6N69O5o0aQInJydIJJIKX//5z38EfTMzM80SU1ZWFv744w9duXv37kZfoCq/M0B8fHyFNiEhIYLt2T/77DPMmTMHt2/fNjJi8d25cwdpaWm6ckBAgFF337q6uiIoKEhXVqvVuHjxot62zz77rOAC9PHjx3UXyfRRKpW6nTUAwMXFBaNHj9bb1lKvvT5BQUG13h3h2rVrWLZsGUaOHIk2bdrA09MTcrlc7+fpcTICYL7Pkjk8vqP8MVPu7BAdHS0oG5sgEhoaKihfuHDBoH7Gvs+8vb113+fk5Ohto1AoEBcXpyvb2toadQyBjY0NgoODBXWGPh9DdmGwVrWNvaSkBPv378ebb76Jfv36wd/fH66urrCxsanwGSyfhGLOz2HZz42TkxPat29v9BjNmjXTfW/oukZERERERERERERkjbhDAlEDUFBQgGXLluHLL7+EQqGo0RjZ2dkmjqrUjRs3BNucHzp0qNYXih89elShrlmzZnjllVcEd/uvXbsWa9euRY8ePTBw4ED069cPvXv3hoeHR63mN7fk5GRB+emnnzZ6jC5duggumj2+A1yfKVOmYPHixQBKkxe2bduGt99+W2/bAwcOCH7+48aN07vzAmC5116f8ndLG+Pq1at44403KuxSYShzfZbMITExUVAum8hSW7V9H3fp0kVQruo9XFbZBANDlD0PrvzRL489ePAASqVSV27fvj3kcrlR83Tp0gVbtmzRlQ19PrV5L4utprFrtVps2rQJ77//PtLT02s0hjk/h2UTCAoKCmq9C4Sh6xoRERERUX2lUipRkJ0ldhi15tLYEzZlbpYhIiIiaiiYkEBUz2VmZiIkJARXr16t1Tg1TWSozsOHD00+ZmV3MX/55Zd48OAB9u/fL6iPiYlBTEwMVq9eDYlEgi5dumDo0KF4+eWX0alTJ5PHV1tZWcJ/hHt6eho9Rvk+5ccsa/LkyViyZIkueSAiIqLShITw8HBBuarjGiz52pfn6upao/EPHDiAMWPGCC4+G8tcnyVzKH8h1NiL+VUp+56zsbExOhHImPdwWfb29kbNYwhLfybLqul72RrUJHaNRoOpU6di69attZrbXJ/DgoICk49t6LpGRERERFTflCiKcXTtF0i8FA1VSc3/HW4tXv1qI9y8fcQOg4iIiMjimJBAVM+NGzeuQjJCs2bNEBwcjI4dO8Lf3x/Ozs5wcHAQ3MUZEREhuFvXXMxxl6pGo9Fbb29vj7179+Knn37Cf//7X8EW649ptVrExcUhLi4O//nPf/DCCy/g888/t6oz2vPz8wXlsndwG6p8n7y8vErbBgQEYMCAATh16hQA4Pfff0dcXBy6du0qaJeZmYnDhw/ryoGBgXjuuecqHdeSr315tra2Ro998+ZNjB07VpCMIJFI8Le//Q19+vRBy5Yt4evrC3t7+woXvSdNmiQ4ZqOuKP++cHZ2NtnYZd/Hle2iURVj3sPmZunPZFk1eS9bi5rEvmLFigrJCK6urhgwYAB69OiBZs2awd3dHfb29oLxr1y5gvnz59c65uqYY10ru5MMEREREVFDcnTtF7hx/kz1DYmIiIjIqjEhgage27dvH6KionRlFxcXrF27FhMnTqx2C+mTJ0+aObpS5S9EBgcH4/3336/VmI0aNar0MYlEgokTJ2LixIm4fv06jh8/jqioKJw9e1bvmeIHDx7E6dOncfDgwSovrltS+YvCBQUFRo9Rvo+Li0uV7adOnapLSABKE1bKJyT88MMPKCkp0ZWnTJlS5REMln7ta+u9994T3Pn8t7/9DeHh4QadD1/boyjEUv59kZ+fX6O7//VxdnbW3fldWFhodH9j38PmJMZnsiFKS0vD6tWrBXULFy7E+++/X22yjFqtNmdoOuXXNQ8PD2zfvt0icxMRERER1ScqpRKJl6LFDoOIiIiITIAJCUT12E8//SQof/vtt5g4caJBfS11ZnX5i5v29vYYOHCgRebu2LEjOnbsiLCwMGi1Wvz55584duwYdu7cibNnz+ra5eXlYezYsUhMTDTpHeI1Vf6ie02OPiiffFHdhfwxY8Zg7ty5uoumP/zwA/773/9CJnvyayQiIkL3vUQiwZQpU6ocU8zX3lj5+fk4ePCgruzj44MjR44YnABh6Pb71qb8MQrp6elo0aKFScZu1KiRLiFBo9EgKyvLqIQSY9/D5iTGZ7Ih2rt3L4qKinTlmTNn4qOPPjKor6V+p7m7u0Mmk0GlUgEAioqKrHZdIyIiIiKyZgXZWfXimAYiIiIiAqq+RZqI6rQLFy7ovm/cuDHGjx9vcN9r166ZI6QKAgMDBeWEhASLzFueRCJBhw4dEBYWhjNnzuD06dOCC+bp6ekWOcLCEAEBAYLylStXjB6jfJ/yY5bn7OyMMWPG6MppaWk4evSornzt2jXExMToyn379kXLli2rHNNaXntDxMbGCo5qmDhxosEXjBMSEsx2Xr25tWnTRlC+dOmSycau7fvY2PewOTVp0gRyuVxX/vPPPwXvF0NY0/OxVmV/pwHAnDlzDO5rqd9pEolE8NoVFRXh/v37FpmbiIiIiIiIiIiIyBoxIaGBKS4uRmRkJL755husXLkSH3/8MX788Ufcvn1b7NDIDMqeWd+6dWtIpVKD+uXm5gouLlen/PEPxpx37e/vj9atW+vKt27dwl9//WVwf3N57rnnsGrVKkFd2V0TyqrN86+JFi1awMfHR1dOTk426jOcl5cnuLAsk8kQFBRUbb+pU6cKymV3RCj7vb62+ljra69P2c8SALRr187gvpGRkaYOx2LKH1Ny6NAhk43du3dvQdnYn1P59uXHsyS5XI5u3brpykqlstL1Qh+tVis4Xgcw7/Ox9JplKpb8HJb9GRn78wkODq7V3ERERERERERERET1CY9sEMHSpUuxbNmyGvefOnUqNm/ebFSfjIwMLFu2DJs3b670bOsePXpg8eLFGDlyZI1jI+tS9iKKMXfrbtq0CcXFxQa3d3JyEpSNPQ9+yJAhWLNmja68Zs2aCueEi+HZZ58VlMtvqf5YbZ9/TfTv3x87duzQlTdv3ozly5cb1PfHH38UbHseFBRU4dxzfYKDgxEQEIDk5GQAwL59+5CdnQ1XV1ds3bpV187BwQHjxo0zKBZrfe3LK39B0tDPk1arxdq1a80RkkWEhoYKtp8/fPgwbt26VWHnhJro37+/4LXeunUrlixZIjgGpDJZWVn45ZdfBHX9+vWrdUy10b9/f0RHPznfdPPmzQgJCTGo7/HjxwXJOE2aNEHbtm1NHuNjYqxZpqDvc2hvb19tv7i4OJw/f96oucr+jGryO+27777TldesWYNJkyYZNQYREREREVXuxWWr4eLhWX1DK+PSuO7FTERERGQK3CGhAYiKikLHjh3x9ddfV5qMAAAxMTEYNWoUpk6davRW02SdfH19dd9fu3YN2dnZ1fZJSUkxOmHG1dVVsPtCUlKSUf3nzZsnuAj51VdfITY21qgxzMHQM909PDwEZWOff028+uqrgvL//vc/3Lt3r9p+ubm5WLp0qaDutddeM2hOiUSCyZMn68rFxcXYsWMHTpw4IdiSfPTo0XB1dTVoTGt97csr+1kCKt8to7y1a9ciLi7OHCFZhI+PDyZMmKArazQazJgxAxqNptZjDxo0CM2bN9eVk5KSBMkpVVm8eLHgIvFzzz2H9u3b1zqm2pgxYwYkEomuvG3bNoN2mlGr1ViwYIGgrvzn29Rqu2aLpSafQ7VabdTRDo+VXdcfPnyIvLw8g/uOGjVKsPtLdHR0nU5MIiIiIiLjaRQKKO+lmOxLlfZA7KdkVVw8POHm7VPnvmwM3LmUiIiIqL5hQkI9d/bsWQwbNqzChVV3d3d069YNLVq0qLCNf0REBCZOnFhntnCmyvXp00f3vVKpxMKFC6tsn5GRgeHDhxuUuFCWra2t4G7euLg4JCYmGty/ZcuWmDFjhq5cVFSE4cOHG31Ha2RkJGbOnKn3scWLF2Pr1q26O72ro9Vq8emnnwrqevToobdtp06dBOV9+/ahpKTEoHlqauDAgXj66ad15YKCAowcORI5OTmV9lEqlRg3bhxSU1N1dU2aNMFLL71k8LxTpkwRlCMiIhAeHi6oM+S4hscs8dqbQo8ePSCXy3Xl3bt349y5c1X2OXDgAN566y2zxWQpCxcuhJ2dna585swZTJgwAQqFwqD+ly5d0vu+lEqlCAsLE9S99957OHnyZJXjbdq0Cd98842g7u233zYoFnNq27Ythg8fritrNBqMGTOmykQhrVaLV199FVeuXNHVOTk54fXXXzdrrLVds8VS9ncaULqul93tpTy1Wo1XXnnF6PUEEK7rWq0Wu3btMrivVCrFihUrBHVhYWHYsGGDUTHcvHkTM2fOREpKilH9iIiIiEg8mqIipLz1Fm7+rRcSBw402Vfyy9xxi4iIiIjqLiYkWIFPPvkEx48fN/ir/J2UlcnKysKLL74o+GN9QEAA9uzZg0ePHiE2NhZJSUm4c+cOZs2aJei7e/dufPbZZyZ9nmR55S8er1u3DlOnTtVtuf9YXl4eNm7ciKefflp3N3eHDh2MmmvQoEG679VqNfr164dly5bhl19+wfHjx3HixAndV9kL4o999tlngjPYU1NT0a9fP0yfPh0XLlzQm0iQn5+Ps2fPYtGiRWjfvj1CQ0Nx7NgxvfFdvXoVkydPhp+fH2bPno0jR47g4cOHFdppNBqcPXsWgwYNwp49e3T1jo6OlV649/b2RpcuXXTlW7du4ZlnnsEXX3yBAwcOCJ77iRMnjDoOozISiQTff/89bG1tdXWxsbHo2rUrdu3aJdjlRKPR4Pjx4wgKCqrw89m0aZNBW54/1qZNG8FFwd9++01woc7Pzw8DBw406rmY+7U3BScnJ4wZM0ZXVqvVGDp0KNavX1/h9bx16xbmzJmDkSNHQqFQwNvbG40bNzZbbObWsWNHfPLJJ4K6n3/+GZ06dUJ4eDiysrIq9Ll37x6+++47BAcHo2fPnnrbAKUXaXv16qUrKxQKDB06FIsWLaqwTty+fRuzZs3Cq6++KkiYe/HFF63mqKFvvvkG7u7uunJycjK6deuGTZs2Vdih6MKFCxgwYECFI5g++eQTNG3a1Oyx1nbNFsPo0aPh4uKiK8fGxiI4OFhwVAYAqFQqHD16FL169UJERASA2v1OA4DZs2fjzTffxI8//oijR48Kfj7Xr1+v0H/ChAmC/7cqKSnBzJkzERoaigMHDujdsaqkpARXrlzB559/rtv1Y8OGDWZPcCMiIiIi00ldtAi5hw5Da2ACNxERERFRQ1D9Qc1kdj169MCAAQNMPu7HH38s2EY9MDAQZ8+erXChw9/fH+vWrUPz5s2xaNEiXf3y5csxffr0SrepJ+s3aNAgDBs2DIcOHdLVRUREICIiAi1btoSXlxeys7ORlJQkuID90ksvoU2bNkYd3TBnzhx8++23uouz9+/fr3A0wGPff/89pk2bJqhzcHDAvn37MGzYMFy9ehVA6UWlzZs3Y/PmzXByckKzZs3g5uaGwsJCZGVlISUlxeidPNLT07Fu3TqsW7cOQOkOAZ6ennByckJBQQGSkpKQn59fod+nn34KPz+/Ssd9++23BQkgMTExlW7XnpSUhBYtWhgVtz7du3fH119/jddff123hf6dO3cwduxYuLi46HZASU5O1ntBeNmyZRgyZIjR806dOlWwO0DZO+UnTZoEGxvjct0s9drX1ooVK3Dw4EHk5uYCKD3+YtasWQgLC0Pbtm1hZ2eH1NRUwR3xUqkUmzdvxuzZs/UmwNQVb7zxBm7fvi1IVEtMTMS0adMglUoREBCAxo0bQ6FQIDU1FRkZGQaNK5VK8cMPPyA4OBh3794FUHpR9qOPPsKqVasQGBgIDw8PZGRk4M6dOxX6d+/e3aq2wvf398fWrVsxZswY3eciMzMTM2bMwBtvvIHAwEA4ODjgr7/+Qnp6eoX+r7zyitl3R3istmu2GBo3bozFixcLEjOjo6PRu3dv+Pj4oHnz5iguLkZycrLucwoA7du3x6pVq4xKXBk+fDjatWuHGzduACg9ombNmjV6jxWZOnVqhcQSoPQImqysLOzYsUNXFxkZicjISMhkMgQEBMDDwwMqlQrZ2dlISUnhkVlEREREdZhGoUDeyUixwyAiIiIisjrcIaGeysjIwFdffSWo27BhQ5V3XS5cuBD9+vXTlXNycircFUt1z7Zt2/C3v/2tQv3t27cRHR2NGzduCC6ATJgwAd9//73R87Rt2xZbtmyBs7NzjWP19/fH+fPnMWnSJMFZ7EDpkQR//vknoqOjcfXqVdy7d0/vBemyZ9IbIjU1FVevXsWFCxdw9erVCskIDg4OWLduXbUXCSdPnowFCxZUiNvcXnvtNfz444+Cu4aB0l0vrl69iri4uArJCHZ2dlizZg2WLFlSoznHjx9f6a4KxhzXUJYYr72xWrVqhZ9//rnCe7y4uBi///47Ll68KEhGsLe3x7Zt2zB06FCzxmUp//vf//D111/D0dFRUK9Wq3H79m1cvHgRv//+u8HJCI+1bNkSv/32G7p37y6o12g0SExMxMWLF/UmIwwdOhRRUVFWlzT3wgsv4OjRo/D29hbUFxUV4fr164iJiamQjCCVSrFw4UJs3LjRYnGaYs0WwzvvvFNhVycASEtLw8WLF3H16lVBMsJTTz2F48ePw9XV1ah5ZDIZdu3ahVatWtU4VltbW2zfvh2rV6+Gg4OD4DGVSqV7f1++fLlCYuBjnp6eFfoSERERkXVSZWRafGcEiZ0dZF6eFp2TiIiIiMhYTEiop3766SfBhdV+/fohNDS0yj4SiQQffPCBoG7Tpk0WvwuZTMvd3R2nT5/G4sWL4ebmVmm7Tp064YcffsCPP/4IuVxeo7nGjh2LmzdvYtWqVRg8eDCaNWsGZ2dnoy7SOzk5YcuWLYiLi8PEiRMF259Xpn379ggLC8O5c+dw+vRpvW02bNiATZs2YcyYMfDx8al2TA8PD7z++uuIj4/Xe/FLn9WrVyMuLg7z589H37594e3tbdRxCDU1fvx4JCQkYO7cufDw8Ki0nYuLC6ZMmYI///wTc+fOrfF87u7ueu80DgoKMnpb9LLM9dqb0qBBg3Dx4kWMGDGi0jYymQxjx47FlStX8OKLL5o9JkuaM2cOEhMT8c9//rPaz5G7uzsmTpyIkydPVrsjiL+/Py5evIjvvvsOnTp1qrSdRCJBr169sHfvXhw6dKhCIo616N+/PxISEvD+++9XmQhob2+PUaNG4fLly/joo48sGGEpU6zZYli3bp1up5/KeHt7Y8WKFbh48SL8/f1rNE+nTp3w+++/4/vvv8fYsWPRtm1buLm5QSqVGjXOggULkJSUhPnz5xuUOOXr64tJkyZh9+7duH//vkG/s4iIiIioYXIJDYGNnZ3YYRARERERVUmi5dVmi1u6dKlgK/xTp06Z/MiGgQMH4uTJk7pyeHi4YDv5ymi1WrRq1QpJSUm6unPnzuGZZ54xaXzGuHbtGjp37qwr//HHH1VesKLKFRcX4/z584iPj0dWVhbkcjmaNm2Knj17om3btmKHp5dGo0FsbCxu3ryJzMxM5ObmwtHREe7u7mjVqhU6duwILy8vo8dNSkrCjRs3kJycjJycHCiVSjg7O8PLywtPPfUUOnbsCJms7p1qo1ar8X//93+4desW0tPTodFo4OXlhZYtW6JPnz6wtbUVO0SDmeu1N5XU1FScOXMG9+7dQ2FhIVxdXdG6dWv06dPHoGSKuk6r1SIuLg7x8fHIyMhAXl4enJyc4Ovri44dO6Jz585GX7h97O7du4iOjkZaWhpyc3PRqFEjNGnSBH369Kmw80BdEBcXh2vXriE9PR0KhQJeXl5o1qwZ+vbtW2HHCTLc4/dgTEwMMjMzodVq4e3tjc6dOyMoKKjG7z9zS0hIQFxcHDIyMpCVlQWZTAY3Nzc0b94cHTp0MMmRPkRERERkecp7KUgcONAic0ns7OASGoImK1fCpp7uqJWTnobv3pyh97FXv9oIN28m7lor/i3XMlQqFW7duiWoa9OmTZ38eyYREZmXNfzO4G+neig/P7/CncKDBg0yqK9EIsHAgQOxYcMGXd2BAwdETUgg07G3t0dwcDCCg4PFDsVgNjY2CAoKQlBQkEnHDQwMRGBgoEnHtAZSqRTPPPNMvfjMmuu1N5UmTZpg/PjxYochGolEgm7duqFbt24mH7t58+ZmP4LDkrp27YquXbuKHUa9Y873oDm1bt0arVu3FjsMIiIiIrKggG1bIfPxNdl4Mi9P7oxARERERHUGExLqoWvXrqGkpERXDgwMhK+v4f/oefbZZwUJCXFxcSaNj4iIiIiIiIiIqKGQ+fhC7u8ndhhERERERKJgQoKVUCgUuH37Nh4+fAhbW1s0btwYTZs2rdFWzvHx8YJyx44djepfvn358YiIiIiIiIiIiIgMpVIqUZCdZXD7vEeZZoyGiIiIiCyJCQlWYO7cubh9+zaKi4sF9TKZDD169MDQoUMxZ84cg89Kv3HjhqDcrFkzo+Ip3z45ORnFxcWwt7c3ahwiIiIiIiIiIiJquEoUxTi69gskXoqGqkQpdjhEREREJAImJFiB69ev661XqVSIjo5GdHQ0Vq9ejfnz5+ODDz6AVCqtcrz09HRB2d/f36h4fHx8IJPJoFKpAAAajQYPHz6En1/tt5ZLT09HRkaGUX0SEhJqPS8RERERERERERFZ1tG1X+DG+TNih0FEREREImJCQh1RVFSEFStW4MyZM9i/fz+cnZ0rbZufny8oOzk5GTWXRCKBg4MD8vLyKh2zpr755hssW7bMJGMRERERERERERGRdVIplUi8FC12GEREREQkMhuxA2ioJBIJ+vTpg5UrV+L48eO4d+8eCgsLUVxcjJSUFOzfvx+zZs2qcExCVFQUJkyYALVaXenY5ZMHanLUgoODQ5VjEhEREREREREREVWmIDvL5Mc0yGzlcHJvZNIxiYiIiMi8mJAggkGDBuHPP//Eb7/9hvfffx8DBw6En58fHBwcYGdnh6ZNm2L48OFYt24dbt26hWeffVbQ/+DBg/jmm28qHb+4uFhQlsvlRsdoZ2cnKBcVFRk9BhEREREREREREZGptArqBVkN/tZJREREROLhkQ0i6NOnj8Ft/f39ceLECYSEhOD8+fO6+g8//BAzZsyAo6NjhT7ld0RQKo3PRFYoFFWOWVNz5szBuHHjjOqTkJCAUaNG6cq5ubnIzs42STyPubq6wsam+vyc3NxcaDQak879mLOzM2Sy6j+S+fn5UKlUZonB0dHRoASWwsLCGr2vDGFvb2/Q+624uLhC8o2pyOVyvZ+t8pRKJQoLC80Sg0wmq/JolsdUKpXZdjCxsbGBq6trte00Gg1yc3PNEgMAuLu7G9TO1OtCWVwjSnGNKMU1ohTXiCe4RpTiGlGKa0QprhFPcI0oxTWiFNeIUlwjnuAaUao+rBHKnBzkVrKjaXZODuTO1R+pWt/WiJycHBQpS4yOQSIB7G1thXHZytEqqBcGzw7T1XGNeMKa1ghzviZERERUNzEhoQ6wt7dHREQEOnTooPuHX3p6Oo4dOya4UP9Y+X801OQPKeV3RDDkHyKG8Pb2hre3d63G2LJlS63HKO9f//qXQf/I2LRpk9n+kTFt2jS0aNGi2nY7d+7EnTt3zBLDqFGj0LVr12rbHTt2DHFxcWaJYcCAARgwYEC17S5cuICoqCizxNC1a1e9n63yrl+/jj179pglhhYtWmDatGnVtrt37x42b95slhjc3d3xr3/9q9p2ubm5+Pzzz80SAwAsXbrUoHbmjIFrRCmuEaW4RpTiGvEE14hSXCNKcY0oxTXiCa4RpbhGlOIaUYprxBNcI0rVhzVCnZuLR1mP9Pbx2PgdpAYk4dS3NaK4IB+xN5P0PtY5eCDkDvqTL9xc3fDqrJmCOif3RhV2RuAa8YQ1rRHp6elmiYOIiIjqLh7ZUEe0bt0af//73wV1x44d09u2fPJAQUGBUXNptVqzJSQQERERERERERFRwyZ3cIS9k7PeLwcXF7h5+wi+eEwDEVHDJZFIdF+GJA8SkfXhDgl1SGhoKHbv3q0r37hxQ2+78rsH3Lt3z6h50tLSBFvw2djYwNPT06gxiIiIiIiIiIiIiMxNo9agRKH/uIzayM0sqr4RAEWhYcdSyO1lkNhIahMSEZFZFBcXIzY2Frdu3UJGRgaKi4vh4OAAHx8ftGvXDl27doVtuaN0iIiMwYSEOqRZs2aCckZGht527dq1E5Tv3r1r1Dzl2wcEBBh0hh4REREREREREZGlaFUqaAoLTTJWSUYGlPdSDGqnzs2tUK/JzzdJHGS4EqUaCbHpyH5QCI1Ga/Lxt+SeN6jdlUuG3QzWJcQfdo68oEdE1kGr1WLfvn347rvvcPz4cSgUikrbOjk54YUXXsCsWbMQEhJiwSiJqL5gQkIdUj4DraREf/Zt+/btBeXr168bNU98fHyV4xEREREREREREYlFW1KCvMhIKG8nQatWVd/BAPd37kSio1P17QoL8MhESRBUO6d/uoFH9407qpaIiIDY2FjMnDkTMTExBrUvKCjAjh07sGPHDoSEhODbb79F69atDeobFRWF4OBgXfmDDz7A0qVLaxI2EdVhNmIHQIZF7p9MAAAgAElEQVR78OCBoOzl5aW3XadOnQTJC3fu3EFqaqrB8/z222+CcteuXY2IkoiIiIiIiIiIyHzyIiOhuHXLZMkIVPeoStRI/uOR2GEQEdU569evR+/evfUmIzg4OKBly5bo2bMnAgICIJfLK7SJjIxEt27dsG/fPkuES0T1hESr1Zp+Pysyi1dffRUbN27UlV966SVs27ZNb9uBAwfi5MmTunJ4eDimTJlS7RxarRatWrVCUlKSru7cuXN45plnahF57Vy7dg2dO3cWxNOhQweTzuHq6gobm+rzc3Jzc6HRaEw692POzs6QyarftCQ/Px8qlXn+we3o6Kj3fzLKKywshFKpNEsM9vb2Bh0RUlxcjOLiYrPEIJfL4ejoWG07pVKJQjPdFSGTyeDs7FxtO5VKhXwzbQtpY2MDV1fXattpNBrk6tmu0lTc3d0NapednW22GLhGlOIaUYprRCmuEU9wjSjFNaIU14hSXCOe4BpRimtEKa4RpbhGPME1opQxa0RxXh4SQgdCW8XW0jVhJ5HAzoDXQqHRQGHkn1MD9+yB3K9pte3q2xqRk5GOLQve1PvY5P9+BTcvb72PGbJG5GYWIXzRbyhWmm+3Cke76n8OAFCoMGytfPHfPeHa2MGoGOriGhEfH48+ffro6v/44w906tTJLLE1ZCqVCrdu3RLUtWnTxqDXihquzz77DG+99ZagTiKR4OWXX8bUqVMRHBwMqVSqe0ypVOLYsWPYuHEj9uzZI+gnlUrx008/YezYsVXOaYodEiQSie77/v37Iyoqyqj+RA2dNfzO4G+nOiI7Oxu7du0S1IWGhlba/u9//7sgIWHjxo0GJSScOnVKkIzg4+ODXr161SBi83F1dTX4jwbmmFtshvyj0NwcHR0N+geyORn6x0RzksvlBv3BxJxkMplon4fHbGxsRI8BMPyPiebENaIU14hSXCNKcY14gmtEKa4RpbhGlOIa8QTXiFJcI0pxjSjFNeIJrhGlHB0dIXuUBReVCihzwcSS7GxsYGdEe4mdHTxbt4KNnTG9qlZX1giJUgEHua3ex9zd3OBWy8+WjcTG4KQBczI0Bnc3d7i6G5eQYChrWiOsIRYiqigyMhJvv/22oK558+bYsmUL+vXrp7ePXC7H8OHDMXz4cOzfvx+vvPIKMjMzAQBqtRpTpkxB586deew3EVWLRzbUEfPnzxdk5MvlcgwdOrTS9hMmTICT05Nz706fPo3IyMgq59BqtVi2bJmgbvr06QZl4RIREREREREREZGQS2iISZMRiIiIjPXo0SNMmTIFZTdMb9q0KU6dOlVpMkJ5I0aMwNGjR+Hm5qarKyoqwksvvWS2Hc6IqP7gDgkWtmrVKjz//PPo0aOHQe1VKhXeffddwVENAPD666+jSZMmlfbz9vbGG2+8gdWrV+vqXn31VZw9exZNm+rfIu4///kPTp8+rSu7ubnhnXfeMShOIiIiIiIiIiIiKiWxs4NLaAiarFwpdigNzuj53eHsbn1JIM6NrC8mImoYFi1ahJSUFF1ZKpVi3759aNmypVHjdO/eHVu3bsWIESN0dZcvX8bnn3+OBQsWmCxeIqp/mJBgYUeOHMHChQvRp08fjB8/HqGhoWjfvn2FczpycnJw6NAh/Pe//0VcXJzgsVatWmHJkiXVzrVgwQKEh4fjwYMHAICkpCT06dMHX375JUaMGKE7d+fevXv48MMP8e233wr6L1q0CB4eHrV5ukRERERERERERBYRsG0rZD6+YocBAJB5eXJnBJE4u9vB1dM8RyMQEdU1Dx8+RHh4uKBu7ty5Bt80W97w4cMxatQo7NmzR1f31Vdf4a233rLoefRl3b17F+fOncPdu3eh1Wrh5eWFrl27olu3brrrYLWhVCpx4cIF3LlzBxkZGdBoNPDy8kKbNm3Qu3dvSE18jFRKSgpiYmJw//59PHz4EO7u7hg9enSlNxsT1QVMSBDJuXPncO7cOQCAnZ0d/P394ebmBqlUiocPH+LOnTvQaDQV+vn6+uLw4cNo3LhxtXN4eHhg+/btGDx4MIqLiwEAycnJGDlyJNzd3REYGIjs7GzcvXsXarVa0HfkyJGYP3++CZ4pERERERERERGR+cl8fCH39xM7jGqplEoUZGeJHYbZ5T3KFDsEIqIGb/369SgqKtKVbW1tsXjx4lqNuXz5ckFCwr1797Bz505MmDBBV1dZIsCyZcsqHB1e1qlTpzBgwACD4rh48SLee++9So8rb9asGZYvX45p06YZNF55f/zxB5YvX47Dhw8jPz9fbxt3d3dMmjQJixcvhre3t0Hjlv3Z9O/fH1FRUQCAgwcP4n//+x+ioqIqXB/08/PDqFGjavQ8iKwBExKsgEKhQGJiYrXthg0bhu+//97gRQ0A+vXrh4MHD2LcuHF49OiRrj47OxuXL1/W2+ell17Cpk2bTJI5RkRERERERERERECJohhH136BxEvRUJXwvG0iIjK/Xbt2CcojRoyAp6dnrcZ86qmn0L17d8TGxgrmKZuQYG5ffvkl3nrrrQo325b1119/Yfr06Th37hzWrVsHGxsbg8ZWqVSYN28evvnmG703DpeVnZ2NNWvWIDw8HD/++CNeeOEFo54HAGi1Wvzzn//EmjVrjO5LVFcY9ukjk1m0aBFef/11dOrUyaBtXJydnTFu3Dj8+uuvOHjwoFHJCI+FhITg+vXrmD17NhwdHStt161bN+zatQvbtm2DHbeUIyIiIiIiIiIiMpmja7/AjfNnmIxAREQWkZ+fjytXrgjqxowZY5Kxy4/z22+/mWRcQ6xbtw5hYWG6ZAQHBwd06NABPXv21HuswYYNG/D5558bNHZhYSGGDx+ONWvWVEhG8PX1RdeuXdG9e/cK1+ry8vIwcuRI/Pzzz0Y/n/fff1+QjODg4ID27dujR48e8PW1jqOoiGqLOyRY2PPPP4/nn38eQOnCdv36ddy5cwepqanIz8+HRqOBu7s7GjVqhI4dO+Kpp54yyfkzPj4++Oabb/Dpp5/i3LlziI+PR3Z2NuRyOfz8/NCrVy+0bt261vMQERERERERERGRkEqpROKlaLHDICKCSqNCWmGa2GE0CD6OPpDZiHcZLjo6GiqVSlDXo0cPk4xdfpzU1FQkJSUhMDAQAHD8+HEAwJUrVwTHg0+ePBlTpkypdNwuXbpUOW9CQgLCwsIAAB06dMCHH36IYcOGwd7eXtcmNjYWb7zxBs6fP6+rW7x4MaZOnVrtceizZ8/G0aNHdWVnZ2fMmzcP06dP1z23x65cuYIPP/wQO3fuBACo1WrMmDED3bp1M/h62/Xr13HmzBkAQJs2bfDRRx9h+PDhgufzxx9/VHmzMVFdwIQEETk6OiIoKAhBQUEWm9PBwQGhoaEIDQ212JxEREREREREREQNWUF2FndG+P9ktnI4uTcSOwyiBiutMA1Ddg0RO4wG4ciYI/Bz9hNt/j///FNQdnJyQtu2bU0ydrdu3SrUxcfH6y7aDxw4EAAgkwkvQ7Zs2VL3WE2kpKQAAAYPHozdu3frvVDfvXt3nDhxAn369NHtEFFYWIitW7fqkhn02b59OyIiInTlVq1a4ejRo2jVqpXe9l26dMHPP/+Mjz/+GAsWLABQulPC22+/jb179xr0fDIyMgAAzz33HA4dOgRnZ+cKbTp37mzQWETWjEc2EBEREREREREREZFFtArqBZlcLnYYRET13qNHjwRlHx8fSCQSk4zt5eUFGxvhJcby85lL8+bNsX379ip3DXB0dMSqVasEdYcPH660vVarxdKlSwX9q0pGKOudd97BuHHjdOX9+/fj5s2b1fZ7rFGjRtixY4feZASi+oIJCURERERERERERERkVjJbOdo98xwGz6787lQiIjKd8gkCbm5uJhtbIpHA1dW1yvnM5b333jPouTz//PNo1OjJjjyxsbGVtj169KhgR4mwsDCDkhEe+/e//637XqvV4pdffjG479y5c+Hr62twe6K6iEc2EBEREREREREREYnkxWWr4eLhKXYYZufk3qhu7YxQUgzkp5luPFc/QMo/xxOR5eTl5QnKTk5OJh3fyckJ2dnZlc5nDhKJBOPHjzeorVQqxVNPPYXTp08DKD0eQaFQwM7OrkLbQ4cOCcqTJ082Kq6nn34avr6+ePDgAQDgzJkzePfddw3qO3HiRKPmIqqL+H9ARERERERERERERCJx8fCEm7eP2GHQY8pCYO9c4MYhQFVsunHDfgcaBZhuPCKiari4uAjKBQUFJh2//Hjl5zOHFi1aoHHjxga39/b2FpRzcnIq1AGlCQSPOTk5oX379kbH1qxZM11CQnx8vEF9XFxc0KFDB6PnIqprmJBARERERERERERERGajKlGjMEdpsvHysxUmG6uCvXOBa7vNNz4RkYV4eHgIyjk5OSYbW6vVIjc3t8r5zEFfMkFVyu8KUVRUpLdd2QSCgoIC2NjU7sR7Q4+vCAgIgEQiqdVcRHUBExKIiIiIiIiIiIhIFBqFAqqMTIPbq9IemDEaMrUSpRqREfFIupIJdYlG7HCqV1JcujMCUT3m4+iDI2OOiB1Gg+DjKO7uN+UTBNLT06HVak1yATwjIwMajXBdt0RCgr29fa36a7XaCnUFBQVQKEyb6GZo8oerq6tJ5yWyVkxIICIiIiIiIiIiIovSFBUhddEi5J2MhNbEFwHIekRGxCPhUrrYYRguP820xzQQWSGZjQx+zn5ih0EW0K5dO0E5Pz8ft27dQtu2bWs99uXLlyvU1dWjB7Kzs00+pr7EB31sbW1NPjeRNWJCAhEREREREREREVlU6qJFyD10WOwwyIxUJWokXTF89wsiIjKt3r17QyqVQq1W6+ouXbpkkoSEmJgYQblJkyYIDAys9bhicHR0FJQ9PDywfft2kaIhqp+YkEBEREREREREREQWo1EokHcyUuwwyMwKc5QWP6ZBamsDRze5ReckIrJWzs7O6NKlC2JjY3V1u3btwksvvVTrsXft2iUoP/vss7UeUyzu7u6QyWRQqVQAgKKiIgwcOFDkqIjqFyYkEBERERERERERkcWoMjJNfkyDxM4OMi9Pk45JdU9gF0/IbKXmGXz6EcC1ac37u3KLfCKyvDFjxggSEvbv34/MzEx4etb8d+Yff/whGBMA/vGPf9R4PLFJJBIEBAQgMTERQGlCwv3799G0aS3WfCISsBE7ACIiIiIiIiIiIqLacAkNgY2dndhhkEiktjZoHeSNkClmPL/ctSnQKKDmX1LeG0hEljdz5kzY29vryiUlJfjwww9rNeaSJUsEZT8/P4wbN05vWxsb4WVIrVZbq7nNJTg4WFCOjOROTkSmxP8LIiIiIiIiIiIiojpJYmcHl9AQNFm5UuxQyAij53eHs7vpEkgc3eTm2xmBiKgO8/T0xJQpU7B+/Xpd3Zo1azB58mT06NHD6PEOHDiAX375RVD35ptvQibTf7nRyclJUC4sLDR6TksYMmQIvvvuO115zZo1mDRpkogREdUvTEggIiIiIiIiIiIiqxCwbStkPr4Gt5d5eZplZwSVUomC7CyTjZf3KNNkY9UHzu52cPV0EDsMIqIG4aOPPsL+/fuRmpoKAFCr1Rg5ciTOnDmDwMBAg8e5fPlyhYv0Xbp0wbx58yrt4+HhISgnJSUZEbnljBo1Cq1bt0ZCQgIAIDo6GmvXrsXs2bNFjoyofmBCAhEREREREREREVkFmY8v5P5+os1foijG0bVfIPFSNFQlStHiICIiMpXGjRsjPDwcgwcP1h2ZkJKSguDgYERERKBfv37VjnHgwAFMnz4dOTk5ujp7e3ts27YNcrm80n4BAQFwdnZGfn4+AODkyZPIyspCo0aNavmsTEsqlWLFihWYOHGiri4sLAwymQyvvfaawePcvHkTn3zyCT744AP4+Yn3/zNE1sam+iZERERERERERERE9d/RtV/gxvkzTEYgIqJ65fnnn8fq1asFdcnJyRgwYAAmT56MkydPQq1WCx4vKSnBwYMH8Y9//AMjRoxAZuaT3X6kUim+//57dOrUqcp5bWxsEBoaqitnZ2ejd+/eWL16Nfbu3YsTJ04IvrKyTLc7kbEmTJiAWbNm6colJSWYOXMmQkNDceDAARQUFFToU1JSgitXruDzzz/Hc889h/bt22PDhg0oKSmxZOhEVo87JBAREREREREREVGDp1IqkXgpWuwwiIiIzOKdd96Bk5MTwsLCoFKpAABarRZbt27F1q1b4eDggKZNm8LDwwOZmZm4f/8+FApFhXGcnJywZcsWjB492qB5582bh3379ul2Z7h58ybee+89vW1PnTqFAQMG1OwJmsBXX32FrKws7NixQ1cXGRmJyMhIyGQyBAQEwMPDAyqVCtnZ2UhJSYFSySRGoupwhwQiIiIiIiIiIiJq8Aqysyy+M4LMVg4nd+vatpqIiOqvOXPm4Ny5c+jatWuFx4qKipCYmIiLFy8iKSlJbzJC//79ERMTY3AywuM+X3zxBWxtbWsVuyXY2tpi+/btWL16NRwcHASPqVQq3c/n8uXLSEpK0puM4OnpWaEvUUPHhAQiIiIiIiIiIiIiEbQK6gVZFWdvExERmVrPnj0RGxuL3bt3Y9iwYZBX83vI0dERY8eOxYkTJxAVFYV27doZPeebb76J+Ph4LFmyBCEhIWjatCkcHR0hkUhq+jTMasGCBUhKSsL8+fPRvHnzatv7+vpi0qRJ2L17N+7fvw8fHx8LRElUd/DIBiIiIiIiIiIiIiILktnK0SqoFwbPDhM7lAZNoVYgs+jJmegoTANkUv2NC9MA25r/Od3H0QcyG/45noisg0QiwejRozF69GgUFRUhJiYGt27dQkZGBhQKBezt7eHj44N27dqhW7du1SYtGKJVq1ZYtmyZ0f0eH/VQE5s3b8bmzZtr1NfHxwcff/wxPv74YyQkJCAuLg4ZGRnIysqCTCaDm5sbmjdvjg4dOqBFixYGj1ub50NUV/H/gIiIiIiIiIiIiIiq8OKy1XDx8DTZeE7ujRr2zgi5KYBUvK27i1TFWBL3BU49iIZCU2677WZ++judmFGrOY+MOQI/50rGJiISkYODA/r27Yu+ffuKHYrVat26NVq3bi12GER1FhMSiIiIiIiIiIiIiKrg4uEJN29uv2wym4YAsgzRpl/i1RhHnJ1Em5+IiIioIbEROwAiIiIiIiIiIiIiIktQSIBTjg5ih0FERETUYHCHBCIiIiIiIiIiIqJ6TlWiRmGOsvqGJpKfmWexuYyRKZVCYcP79IiIiIgshQkJRERERERERERE9ZxGoYAqI1PsMAAAqrQHYofQoJQo1YiMiEfSlUyoSzRih0NEREREDQwTEoiIiIiIiIiIiOopTVERUhctQt7JSGgVCrHDIRFERsQj4VK62GEQERERUQPFhAQiIiIiIiIiIqJ6KnXRIuQeOix2GCQSVYkaSVesY2eMuiD8fhp81KonFVI7oGUw8PxyQO5Qq7F9HH1qGR0RERFR3cSEBCIiIiIiIiIionpIo1Ag72Sk2GGQiApzlFZ3TIMUCjhOjwA8/MQJoDANODFD70M+Uw7Ar2zigLMPYGtvocCIiIiI6icmJBAREREREREREdVDqozMOnVMg8TODjIvT7HDIDMLtP8/yDymAY0CxAnAtoo/ibv5Ac4iJUoQERER1VM2YgdARERERERERERE5BIaAhs7O7HDIDORQoHW9mcQ4rZG7FCIiIiIyIK4QwIRERERERERERGZjVoigUImrfRxiZ0cTn36wPFfYchJT7NgZEJ5jzJFm1sMo+d3h7O7GRNAclOATUN0RUdpNmSSEvPNR0RERERWiQkJREREREREREREDUzAtq2Q+fiadY4SpRInt4fj9h9XoFZVcyE6LQl4Z65Z4yEhZ3c7uHo6mG8CqS0gyzDf+ERERERUJzAhgYiIiIiIiIiIqIGR+fhC7u9n1jmOfb4at+IumXUOIiIiIiKybjZiB0BERERERERERET1i0qpROKlaLHDICIiIiIikTEhgYiIiIiIiIiIiEyqIDsLqhKl2GGYhMxWDif3RmKHQURERERUJ/HIBiIiIiIiIiIiIqJKtArqBZlcLnYYDZZCrUBmUabJxksrSDPZWERERERUPSYkEBEREREREREREZUjs5WjVVAvDJ4dJnYoT5QUA/lGXFDPLanisRRAalv7mCod/36tuhepirDktyU49dcpKNQKEwVFRERERJbGhAQiIiIiIiIiIiKymBeXrYaLh6fYYVTLyb2R9eyMoCwE9s4FbhwCVMWG91N5AViv/7FNQwBZhknCM4clvy3BkTtHxA6DiIiIiGqJCQlERERERERERERkMS4ennDz9hE7jLpl71zg2m6xo7AYhVqBU3+dEjsMIiIiIjIBG7EDICIiIiIiIiIiIqJKlBSX7ozQgGQWZVr8mAY7qR08Hax/5w4iIiKiuoYJCURERERERERERETWKj/NuGMarJ3MHnC2vh0ygpsFw05qJ3YYRERERPUOj2wgIiIiIiIiIiIishBViRqFOUrDO+SWACqvGs2Vr7HCO/7bDQNs7cWOQsdOaofgZsFY/uxysUMhIiIiqpeYkEBERERERERERERkZiVKNSIj4pF0JRPqEo2RvdebJSaLktmXJiOM/LpWw4QPCYePk+l2WPB08OTOCERERERmxIQEIiIiIiIiIiIiC9EoFFBlZFpkLlXaA4vMQ4aJjIhHwqV0scN44pUjQCNby83n7GOSnRF8nHzg5+xnUNviEjUy8hRVtklXqgEU1jqu6jRxs4dMyhOUiYiIqOFhQgIREREREREREZGZaYqKkLpoEfJORkKrqPoCKdU/qhI1kq5YJhHFYK5+QCMHsaMwiyKlGu/svILj19OgUBm7G4V5nFkQjGYejmKHQURERGRxTEggIiIiIiIiIiIys9RFi5B76LDYYZBICnOUNTimwXyktjZwdJOLHYbZvLPzCg78nip2GEREREQEgHtEERERERERERERmZFGoUDeyUixwyDSCeziCZmtVOwwzKK4RI3j19PEDoOIiIiI/j/ukEBERERERERERGRGqoxMqzqmQWJnB5mXp8nGUymVKMjOEtTlPbKy4wkIQOnOCIFdPBEypYPYoZhNRp7Cao5pICIiIiImJBARERERERERETUoLqEhsLGzq/U4JYpiHF37BRIvRUNVojRBZA3T6Pnd4exexeuRmwJsGqL/sVeOAK5+Bs/l6CavtzsjEBEREZF1YkICERERERERERFRAyCxs4NLaAiarFxpkvGOrv0CN86fMclYDZmzux1cPR0qbyC1BWQZ+h9rZAs0qqIvERERiWLatGkIDw/XlZOSktCiRQvxAqqn+HOuG5iQQEREREREREREJJKAbVsh8/G1yFwyL0+T7IwAlB7TkHgp2iRjEVnKz68/A19Xe1HmbuImzrxERPoUFRUhNjYWt27dQlZWFgoKCuDg4ABXV1c0b94crVq1QsuWLWFjYyN2qERUDzAhgYiIiIiIiIiISCQyH1/I/Q3fct9aFGRn1eiYBpmtHE7ujcwQEVkzhVqBzKJMg9unFaSZJQ5fV3s083A0y9hERNZOq9Vi3759WLduHU6cOAGVSlVlexcXF/To0QP9+/fH0KFD0bNnTyYoNBDZ2dlo0qQJiouLdXXOzs548OABnJycRIyM6iomJBAREREREREREZFFtArqBZlcLnYYZCFFqiIs+W0JTv11Cgq1QuxwiIgarOTkZLzyyiuIjIw0uE9eXh6ioqIQFRWFZcuWYc+ePRg5cqQZo7QuLVq0QHJyMgAgICAAd+7cETcgC/rpp58EyQgAkJ+fj127dmHKlCkiRUV1GRMSiIiIiIiIiIiIyKxktnK0CuqFwbPDxA7FNEqKgXwj7uLPLanisRRAalvF4/cNn8fKLPltCY7cOSJ2GEREDdrt27fRr18/pKSkVHhMLpcjMDAQbm5uUCgUePToEVJSUqDRaCq01Wq1lgiXrEB4eLje+s2bNzMhgWqECQlERERERERERERkMi8uWw0XD09BnZN7o/qxM4KyENg7F7hxCFAVV9/+MZUXgPX6H9s0BJBlmCQ8a6JQK3Dqr1Nih0FE1KCVlJRgxIgRgmQEiUSCl19+GbNmzULv3r0hkwkvFebn5yMmJgaHDx/Gzp07kZiYaOmwSUQ3btzAhQsX9D4WFRWF5ORkBAQEWDiqym3evBmbN28WOwyqBg97ISIiIiIiIiIiIpNx8fCEm7eP4KteJCMApckI13Ybl4zQQGUWZZr8mAY7qR08HTyrb0hERACAdevW4fr167qyvb09Dhw4gC1btqBv374VkhEAwNnZGf3798eqVauQkJCAqKgojBw5ElKp1JKhk0jKX9zv27ev7nutVouIiAgLR0T1ARMSiIiIiIiIiIiIiKpTUly6MwKJJrhZMOykdmKHQURUZ5Tfev+DDz7AsGHDjBqjf//+2LNnD0aMGGHK0MgKaTQabN26VVd2cHDA1q1bIS+TWMqEBKoJJiQQERERERERERERVSc/zbp2RpDZA84+YkdhEXZSOwxpMQTLn10udihERHXGo0ePEBMToyvb2NjgtddeEzEisnYnTpzAvXv3dOWRI0ciICAAQ4cO1dUlJCTg7NmzYoRHdVjFvViIiIiIiIiIiIiIyLq1GwbY2osdRY2EDwmHj5PhyRSeDp7cGYGIyEgpKSmCsqenJxo3bmzxOOLi4nD9+nWkp6ejuLgY3t7eaNasGfr27QsHBweLx2MtioqKcPr0afz555/Iz89Ho0aN0KJFC/Tv3x9OTk6ixFR+R41Jkybp/rt3715Bu7JHOdTEgwcPEBsbizt37iA3NxcajQaOjo7w9vZGy5Yt0blzZzg7O9dqDkMkJSXh2rVruHv3LnJyciCTyeDh4YGAgAD07t3bLDHk5OTg9OnTSEhIQFFRERo3bozWrU73xt4AACAASURBVFujb9++sLOrn/+/w4QEIiIiIiIiIiIiqndUJWoU5ihNN2BuCaDyqlHXfI2n6eKQ2ZcmI4z82nRjWpiPkw/8nP1MMlZxiRoZeQpd+UGuFe1iQUQkory8PEFZrVZbdO7Vq1fj+++/x/379/W2sbe3x5AhQ7BixQp07tzZoHGnTZsmuGielJSEFi1aGNQ3KioKwcHBuvIHH3yApUuXVjn+Y8nJyZBIJJWOPXXqVGzevNmgOHJycrBs2TKsX78eBQUFFR6Xy+WYMWMGli9fDk9PE/7/QzVyc3Pxyy+/6MpeXl4YPHgwAGDEiBFwc3NDTk4OAGDHjh348ssva5RQ8vPPP+Ozzz7D+fPnq2wnlUrx9NNPY9SoUXjjjTfg4eGht52x74ni4mIcPHgQu3fvRmRkJB48eFBlDKGhoVi4cCEGDBhQZbxlDRgwAL/++quurNVqAQCpqalYtGgRtm3bBqWy4v+jOjk54V//+hcWLlwoWlKKuTAhgYiIiIiIiIiIiOqNEqUakRHxSLqSCXWJxsSjrzfxeABeOQI0sjW8vbNPnd0ZwZSKlGq8s/MKjl9Pg0Jl6teZiKjuc3d3F5QfPnyIhIQEtG7d2qzz/vrrrxg/fjzS09OrbFdcXIw9e/Zg//79ePfdd7Fy5UqzxmUNrl+/jmHDhiE5ObnSNkqlEmvXrsWxY8dw4sSJ/8fefcdVWff/A3+dxWFvGYIiSjmyHLlQFJEcaW7NmbgqS7urn6MUR1pmWnk3brG0VBxlOe47J4qMXLkVzT1xIYKC7AMczu8PvlxxMc+BA9cBXs/H4zwefK7zGe/DUs7nfb0/eidcVNZvv/2GzMxMoT1ixAgolfnbyGq1GsOGDcPPP/8M4J/khdGjR+s9v0ajwahRo0RJD2XRarU4e/Yszp49i86dO+OVV14x4NWUzs/PT3SUSXkx7N+/H/v378fUqVPxzTffCJ8TQx06dAiDBg3C06dPS+2Tnp6OxYsXY//+/QgLCys1CaMmqjEJCbm5ubh8+TLu3LmDe/fu4dmzZ0LmkJWVFezs7NCwYUM0atQIzZo1q/A3BBERERERERER1W15Gg1yExKNNl9ufOl3XpHxRa6/jBunyt4EMSm2HoBD3S1ZXVEzt8Zg1/k4qcMgIjJZjRs3hrm5ObKy/qkc89FHH2Hr1q1l3u1fGbt378awYcNEawL51RAaNWoES0tL3Lt3DwkJCcJzWq0Wn3/+OR49eiRseNdGd+7cwahRo0R35Ht5ecHFxQVpaWm4du2aqIrFzZs3MWTIEJw4caJa9jyLVoYYM2ZMsXbhr8+6desMSkiYPHlyickILi4u8PDwgFqtRmpqKh4/fiz6/jC2ot+bAFC/fn04OjrC2toa6enpwvENha1YsQIZGRlYs2aNwWuePn0ar776qrCvLZfL4e3tDScnJyQlJeHGjRtCFQUAOHnyJMaPH48dO3YYvJapMtld++zsbBw8eBBhYWE4ePAgLly4UGL5ipKYmZnhxRdfRLdu3dC7d2/4+/vDzMysiiMmIiIiIiIiIqKaLC8zE3HBwUiNiIROoyl/AJmc3BwtbscYL5mETFNWjhbhl+KlDoOoRtLl5iLnEX9+qoPKzRUyCW+eNTc3R2BgIHbv3i1c2759OwIDA/Hpp5+iS5cuRl3v3r17GDt2rGjD18nJCV988QVGjhwJa2tr4fpff/2FWbNm4fDhw8K1NWvWoH379pgyZYpR4zLErFmzMHbsWADA2LFjER+f/7Pi6uqKjRs3ljqufv365c49adIkPHr0CBYWFpg5cybefvtt0bikpCQsXboUy5YtEzanz549i9WrV+Odd96pzMsq140bN3DkyBGh7ePjg06dOon6dO/eHZ6enrh//z4AICIiAg8ePICHR/lHMJ08eVL0+VMqlcLnwMvLq1j/+Ph4HDp0CDt37sSWLVsq+rJK1bBhQwwfPhx9+/ZFu3btYGtrK3pep9PhwoUL+OGHH7Bq1SohUWTt2rXo378/Bg8ebNB6r7/+OtLT0+Ho6Ii5c+di3LhxcHJyEp5/+PAhgoODRcd+7Ny5E3v37sWrr75a8RdqQkwuISEyMhIbN27E9u3bhfNtCmeFFFaQwVX0eY1Gg1OnTuH06dP497//DWtrawwePBhjx441WkkPIiIiIiIiIiKqXeKCg5GyZ6/UYVAlZDzLroJjGqqOQiWHpR1vpDJUQqrG4GMa1Eo56tmoqygiopoj51E8bnKfpFo0OXAAZp7lb9ZWpY8//liUkAAAUVFR8PPzg5eXF3r16gVfX1906NABzZs3h1wur/Ba7777LpKTk4V2gwYNcOjQoRI3nH19ffHnn39i/Pjx2LBhg3B9+vTpGDBggF4b/FWhRYsWaNGiBYD8hI4C5ubmld5fvHXrFhwdHREWFob27dsXe97BwQFffPEFbGxsMHfuXOH6qlWrqjwhobzqCED+nuzo0aOxbNkyAEBeXh7Wr1+P2bNnlzt/0aSCVatWYcKECaX2d3V1xbBhwzBs2DAsX74ceXnG+7/dypUr0blzZygUilL7yGQyvPTSSwgJCcHgwYPRv39/aP4vWfmLL74wOCHh1q1baNSoEQ4cOIAmTZoUe75+/fpYu3YtVCoVVq9eLVxftWpVrUlIqPhvFiPKzMxESEgImjdvjp49eyI0NBQpKSlCooFMJiuxfIxOpysxWaFwf51Oh9TUVGzYsAG9e/dGs2bNEBISgoyMjKp9UUREREREREREVGPkaTRIjYiUOgzJ5GZn49njeL0fqU9ZhcAYvFs5Q6kq/Q1xMp6eLVxhzs81EdUxfn5+mDdvXonPxcbGYvXq1Zg4cSJatmwJOzs7oXrCqVOnDFrn6tWrosQHuVyOrVu3lpiMULjPmjVr8OKLLwrXMjIysHLlSoPWrkl+/vnnEpMRCvvoo4/g6ekptM+dOydUaqgKOp0O69evF10rqBJRVNHrRRMZSnPt2jXhY2tra4wbN07v+JycnFCvXj29+5ena9euZSYjFNWzZ0/MnDlTaJ84cQKXLl0yaE2FQoEtW7aUmIxQ2NKlS0WJMPv37zdqMoaUJK2QkJWVhZCQECxbtgwJCQmiBIQCOp0OcrkcPj4+aNasGerXrw93d3dYW1vD0tISOp0OmZmZSEtLw8OHD/Hw4UNcuXIFN2/eLPZF0ul0uHbtGt577z0sXLgQH330Ed59913RF5eIiIiIiIiIiOqe3ITEaj+mQaZWQ1nPuVrXLCpHk4V9K7/FzVPHkZuj33GpVHkKlRzerZzRY1xzqUOp9dRKOXq2cMWXw1pJHQoRkSQWLVoEZ2dnfPTRR6LjFIpKS0tDZGQkIiMjMX/+fLzwwgv4f//v/2H8+PHlVk74+eefRTcQjxo1Ch06dCg3NqVSiS+//BJ9+vQRrq1evRqLFi0q8UblmqxDhw4YNGhQuf2USiWGDBmC7777Trh2+vRp9O3bt0riioyMxN27d4V2x44d4ePjU2LfF198ES+99BLOnz8PID8R5dixY8WOdygqMzNT+Fgul1eqEocUxo4di88++0xoHz16VKikoY+hQ4eiXbt25fZzcHBAr169sGPHDgD5CTpXrlwxaC1TJVlCwsaNG/Hxxx8jLi4OOp1O9ItFpVKhe/fuCAgIgL+/P1q3bm1w0kBWVhbOnj2LP//8E9HR0YiOjkZ29j9/VCUkJGDmzJn4+uuvsXTp0lKzfYiIiIiIiIiIiKqCTWAPyNXSlpDft/JbXP3rkKQxVJfBM9rC2r4Sn++UB8CaPiU/NzEMsNW/LLelnRkrI1SRLVN84Wb7z3vJ9WzUrIxARHXev/71LwwZMgRLlizBpk2b8OzZs3LHXLx4EZMmTUJISAi2bdtWZrWDP//8U9SeOHGi3rH17NkTnp6euH//PgAgPj4e165dQ9OmTfWeoyYYMWKE3n1bt24tat+7d8/Y4QiKVjkob7907NixmDVrlmh8eQkJhY/gSElJwc6dOzFgwIAKRCsNb29vUfvs2bMGjTf0a1+QkADkf+1rQ0KCJCkonTt3RlBQkJCMAORXRejTpw9++eUXJCQkICwsDB999BE6depUoQoG5ubm8PX1xccff4ywsDAkJCTgl19+wauvvio6ziEuLg5BQUHo3LmzUV8jERERERERERFRSWRqNWz7vgr3xYsljSM3Oxs3Tx2XNIbqZG2vhq2zRcUfDirYKhNKfjioDJqLyQhVx83WHA0cLYUHkxGIiPJ5enpixYoViI+Px44dO/Dhhx+iXbt2MDMzK3Pc6dOn0aFDB9y8ebPE5zUaDc6dOye0VSoV/Pz89I5LLpcjICBAdO3YsWN6j68p9LlDvoCLi4uorU8CSUWkpaVh+/btQlupVJa7eT5q1ChRhYPNmzdDU06VsZ49e4raY8aMwddff43k5OQKRG08J06cwJw5c9C3b180btwYjo6OUKlUkMlkooe6SAJxYqJhR5eZ4te+uklSIeHYsWOQyWTQ6XRwdHTEu+++i7feekt0Joqx2djYYOTIkRg5ciQePHiAH3/8EStXrsSTJ0+g0+lw/Hjd+eOLiIiIiIiIiIj057VpI5SubkabT1nPWfLKCACQnpxk9GMalCozWNk7GHVO+odGq0FipmFvgkslPr3qzrsmIqKKU6vV6N+/P/r37w8AyM7OxoULF3DkyBEcOHAA+/btE1UcB4DHjx9j6NChOH36NBQKcaLXo0ePRP2bNWtWbpJDUa1atcKGDRuEduEjBGqLohvNZbGyshK1Cx95YEy///470tPThXavXr1Qr169Msd4enrC398fUVFRAIDk5GT88ccfeP3110sdM3z4cCxevBiXLl0CkJ8IMWPGDMyZMwf+/v7o0aMH/Pz80K5duwrdpG6oQ4cOYdq0acLRE4YyNJHCFL/21U2yIxvq1auH2bNn480334SlpWW1ru3h4YFFixZh9uzZWLVqFZYsWYKEhIRqjYGIiIiIiIiIiGoGpasbzDz1L8dflzVp1xFKAzchqHyZuZmYf2Q+ou5FQaMt+y5EIqKyqNxc0eTAAanDqBNUbq5Sh6AXMzMzvPzyy3j55Zfxr3/9C0+ePMHSpUuxfPlyaLVaoV9MTAw2b96MMWPGiMYnJSWJ2s7OzgbHUHRM0Tlrg8pstBdUmzc2Q49rKNyvICEBANatW1dmQoJKpcLOnTvRt29fXL16VbienZ2N8PBwhIeHA8hPlvH19cXAgQMxatQouLoa/2foxx9/xDvvvFOpz2l5FSGKMsWvfXWTJCHh008/xQcffFAsy6O6WVhY4P3338ebb76Jf//735LGQkREREREREREVFMpVWZo0q4jer/zfvUtmpMFpBW5Cz8lp/T+KQ8Ahari66U8rPjYSpp/ZD7C7oRJtj4R1R4ypZJJdlQmJycnLFu2DN26dcOgQYNESQkbN24slpCQlpYmaldk76/omNTUVIPnIMPcunULhw4dEtoKhQJWVlY4oEfCkr29vVAJHwD279+PR48ewc2t9IpijRs3xpkzZ/DNN98gJCQEDx48KNZHo9EgOjoa0dHR+Oijj/D2229j8eLFsLGxqcArLC4qKqpYMoJSqYSfnx86duwILy8vuLi4wNzcvNgxDUWPnSDDSJKQEBwcLMWypbK0tDS5mIiIiIiIiIiIiKQyYuFS2Djqf4ejlb1D9VVGyM4A/pgKXN0D5GaJn8utB2BVyePW9AGUNa9KqkarQdS9qPI7EhERGdFrr72GoKAgrFmzRrh2+PDhYv2sra1F7cJHAOir6BhjbUBT6davXy/amNdqtRg4cGCF5tJqtdiwYQNmzpxZZj9LS0vMmTMHH3/8MY4cOYLIyEhER0fj+PHjxY4myM7Oxvfff4/9+/fj4MGDBh17UJrp06eLXnO/fv3www8/wNPTs8xxhlZEoOLkUgdAREREREREREREpsXG0Rl2Lq56P6r1mIY/pgIXtxdPRqilEjMTa9UxDWqFGs4WhpfzJiKi6le0DH9aWhqePXsmuubg4CBqP3nyxOB1EhMTy5yzgEwmM3juAhkZGRUeW9vodDqsX7/eqHMWPf6hLHK5HF27dsWCBQsQFRWFZ8+e4ejRo5g/fz58fHxEfa9evYrx48dXOr5r167h7NmzQrtly5bYvn17uckIAPD06dNKr1/XMSGBiIiIiIiIiIiIaoacrPzKCFRjBTQIgFqhLr8jERFJrlGjRsWuFd3Yd3d3h1mhxMQrV64gOzvboHViYmJEbS8vrxL7mZubi9pF76ovS0JCzauSVFX+/PNP3L5926hzXrx4EadOnarQWJVKBV9fXyxcuBDXrl3DihUrIJf/s4W9d+9eXL58uVLxHTt2TNSePHmy6Pu2LBcvXqzU2sSEBCIiIiIiIiIiIqop0uJNrzKC0hywdpU6CpOnVqjRp1EfLOqySOpQiIhITyUdv+Dk5CRqm5mZoU2bNkI7Ozu7xKMdSqPT6RAdHS261qlTpxL72traitrx8fF6r3Py5Em9+wIQbYgXLvNfGxStZvDJJ59Ap9MZ/Pj000/LnLciZDIZ3n33XYwePVp03ZDvqZIU/V5p2rSp3mMjIyMrtTYBSqkDICIiIiIiIiIiIqqxmvYFVObl96sCoX1C4WpVPckQmhwtnqYbdsdrYQ5qJ5gp1EhM0QGoXNnsRykmlpRCRFRLFd3Ed3NzK/Gucn9/fxw/flxor1u3Dj169NBrjfDwcNy7d09ou7u74/nnny+xb9HKCWfPnkX37t3LXSMnJwf//e9/9YqngJWVlfBxbTruIT09HVu3bhVdGzlyZIXmGjlyJObNmye0f/31V3z99dd6Vx4oS5cuXbBx40ahXfRYD0MVTSrRt4qHRqPBmjVrKrU21dCEhKdPn+Lw4cO4fPkynj59imfPniEvLw/Tp083KKOFiIiIiIiIiIiIqEKU5vnJCANXSBaCq5UrPKw9qnSNzGwtZm6NQfileGhy86p0LSIiMp7ExETs378fI0eOFN3tr6/s7Gx8//33omu9e/cuse+kSZPw5ZdfCpu+mzZtwvvvv4+XX365zDW0Wi1mzZolujZ58uRS+7dt21bU/v333/Hhhx+WuQYAfP/993j48GG5/QpzdHQUPn7y5AlSU1NhY2Nj0BymaNu2bUhLSxPabdq0qfDeqo+PD9q1aycc1fDkyRPs2rULQ4YMqXScRRMQHBwcKjWfm5ubqH348GEMGDCg3HHz5s0zqBIHlaxGJSTs3r0bX3/9NQ4ePFhieZSRI0eW+EMzZ84c4YfBy8sLq1evrvJYiYiIiIiIiIiI6oLcHC0ynlX8znmDpOQAufVKfm54KNLynIAfS9lwmBgGOKiMF4u1q2SVEarTzK0x2HU+TuowiIjIQGlpaRgzZgwWL16M2bNnY+jQobCwsNBrbFZWFsaNG4eLFy+Kro8bN67E/s8//zxee+017Ny5EwCQl5eHoUOH4vDhw/D09CxxjE6nw+TJkxETEyNcs7KywpQpU0qN6+WXX4aLiwseP34MADh27Bh++eWXYuX9C9uzZw/mzJlT6vOleeGFF3Dw4EEh1m3btmH8+PEGz2Nq1q1bJ2pXtDpCgVGjRgl7sAXzF01IGDNmDN566y34+/vrNWdSUhJ++ukn0bXyklvK07lzZ1H7hx9+wFtvvQUfH59Sx/z444/46quvKrUu5asRCQlJSUmYMGGC8IusIBlBJpOJPi5Nu3bt8MUXXwj9PvzwQ7Ro0aKKoyYiIiIiIiIiIqq9crK1iFx/GbdjEqHNqc4751eVfHmlBkAZdz/aegAO+m3EUL6sHC3CL/GuQCKimuzSpUt44403MHXqVLz++uvo1asX/Pz84O7uXqzvw4cP8b///Q9ffvkl7ty5I3puyJAhZR7DEBISgkOHDiE5ORkAEBsbizZt2mDp0qUYMWKE6AiEY8eO4aOPPhI2/At89dVXqF+/fqlrqFQqjB8/HsuWLROuTZgwAXFxcZgyZYpojZs3b+Lbb79FSEgItFotmjRpgps3b5Y6d1G9evXCypUrhfY777yD06dPo3PnznB0dIRCoRCeq1+/fo3Yd4yNjUV0dLTQlslklU5IGDFiBGbMmCHs1+7duxePHz+Gi4uL0Gf37t345Zdf0Lx5cwwfPhx9+vRBq1atYGlpKZorMzMTu3btQnBwMGJjY4XrrVq1Qvv27SsVp4+PD3x9ffHXX38BAFJTU9GtWzd8++23GDx4MJTKf7bMY2Ji8Pnnn+P3338HADRv3hyXL1+u1Pp1ncknJDx58gRdunTB9evXodPpRIkHBe2SqiUUNnjwYHh6euL+/fsAgF9++QWfffZZlcZNRERERERERESVk6fRIDehcufF6is3/lG1rFObRK6/jBunHksdBlWhhFRNjTqmQa2Uo56NWuowiIhMUkpKCn766SfhznMnJyc4OzvD3t4eWVlZiIuLEyoPFNWxY0esXbu2zPk9PT2xceNGDB06FBqNBkB+2f1JkyZh2rRp8Pb2hoWFBe7du1fiOhMnTiyzOkKB4OBgbNq0CQ8ePACQf7TEjBkzEBwcjOeeew7m5uZ49OiRsCcIAM2aNcOSJUswePDgcucv8Nprr6Fp06a4evUqgPyqEf/5z3/wn//8p1jfoKCgYpUHTNH69etFe6q+vr5o2LBhpeb08PBA165dheSS3NxcbNq0qcSjNC5fvoxFixZh0aJFUCgU8PT0hKOjI8zMzJCcnIxbt24hJydHNMbS0hJr1qypVIwFvvrqK3Tv3l1YIy4uDq+//jqsra3x3HPPQS6X4/79+6IjGqysrLBp06Zix4WQYUw6IUGn02HgwIG4du2akIhgaWmJiRMnolevXmjQoAFat25d7jwymQxDhw7Ft99+CwDYt28fExKIiIiIiIiIiExUXmYm4oKDkRoRCd3/vaFNpiU3R4vbMdWTLEKkr54tXGGuUpTfkYioDrC2tkarVq1ERyIU9uTJEzx58qTMOeRyOd566y0sW7YMNjY25a7Zr18/7Nu3D6+//roo6SAzMxOXLl0qcYxCocCsWbPw+eeflzs/ANja2mLHjh3o3bs3EhP/+b+IRqPB33//Xax/q1atsHv3bly/fl2v+QsolUps27YNAwcONKiygikLDQ0VtUeNGmWUeUeOHCmqdhEaGlpiQkJhWq0WsbGxokoIRXl4eGDLli1GSwbo3LkzVq9ejTfffFOU+JCWloazZ88W6+/g4IDt27ejTZs2Rlm/LpNLHUBZNm3ahKNHjwrJCB07dsS1a9fw7bffol+/fnjppZcAlH1cQ4F+/foByE9yOHv2LFJTU6sucCIiIiIiIiIiqrC44GCk7NnLZAQTlvEsu5qPaagchUoOSzszqcOgKqJWyvHaS+74clgrqUMhIjIZzs7OOHfuHG7evInly5ejf//+cHBw0Gusu7s73n//fZw7dw4rV67UKxmhgL+/P27cuIE5c+aUefyCubk5Bg0ahLNnz+qdjFCgbdu2OH36NEaNGiU6OqEwe3t7zJ8/H8eOHYOHh4dB8xd44YUXcP78eaxduxbDhg3D888/Dzs7u1LXNGWHDx8WJVYoFAoMHz7cKHMPHz682JEH586dE9onTpzAsmXLEBgYKDpWozQ+Pj749NNPcfXqVfj6+holxgJBQUE4ePAgunXrVmofc3NzTJw4ERcvXkT37t2Nun5dJdOVd96BhFq2bClkTDVp0gSnTp2CnZ2dqI9cLhcSEsLDw0s9vyYpKQlOTk4A8hMYjh49io4dO1Zh9GQsFy9eRMuWLYX233//jRdeeEHCiIiIiIiIiIioquRpNLjWoaNJJSM0OXAAZp7/vJGdm52N9OQkCSMyjtSnifhtwUclPjf5+59h5+Ja6tiUxExsmPtXVYVmdD7tXNB7csvyO5qgB2kP0GdbnxKfCxsaBg/rim2y6OPe0wx0XRZV4nNbpvjCzda8ytY2RD0bNSsjmAi+l1s9cnNzi93t/dxzz4k2BIlKotPpEBsbi2vXruHu3bt49uwZMjMzYWlpCRsbG9SvXx+tWrWCp6en0dY8d+4cLl68iMePH0Oj0aBevXpo0KAB/Pz8YGlpWen5k5OTER0djXv37uHZs2ews7PDCy+8gC5dukCt5jE+pkar1eLy5cu4fv06Hjx4INxAbmNjAw8PD7Ru3Rre3t7VEsudO3dw5MgRxMXFQaPRwN7eHk2bNkXnzp2N8r1pKkzh3wyT/dcpNjYWly5dEpINFi9eXCwZwRAODg5wd3dHXFwcAODatWtMSCAiIiIiIiIiMjG5CYkmlYwgU6uhrOcMAMjRZGHfym9x89Rx5OZkSxwZ6UOhksO7lTN6jGsudSi1jputORo41p4364mI6gKZTIZGjRqhUaNG1bZm69at9Tp+vaLs7e0xaNCgKpufjEuhUKBly5ai5DWpVPfPQl1msgkJJ06cAJCfrWVhYWGUXyaOjo5CQkJSUs3PYiciIiIiIiIioqplE9gD8v+7u27fym9x9a9DEkdk+gbPaAtr+yq6IzHlAbCm5GoBmBgG2IqrBVjamUFZzXfOa7QaJGYmlt9RT/Hp8Uabi4iIiIiouplsQkJ8fP5/tGUyGRo3bgwzs8qf8WZtbS18nJ6eXun5iIiIiIiIiIiodpKp1bAJ7AH3xYsB5B/TcPPUcYmjqhms7dWwdbaomskVKkCZUPJzDirAoYrW1UNmbibmH5mPqHtR0GhNp8oHEREREZGUTDYhIS0tTfi4cCJBZRScQwIAVlZWRpmTiIiIiIiIiIiqh9emjVC6ulXLWsp6zkJlBABIT06qM8c0KFVmsLJ3MN6EOVlAmpHu8k95aJx5qsD8I/MRdidM6jCIiIiIiEyKySYkODk5CR8b63iFhw//+YOl8PxERERERERERGT6lK5uMPP0KL8jVUqTdh2hNEK1UmRnAH9MBa7uAXKzKj+fCdNoNYi6FyV1GEREREREJkcudQClcXV1BQDodDrcunULGRkZ9XLeHwAAIABJREFUlZrv77//RnJystD29vau1HxERERERERERES1iVJlhqa+XdH7nfeNM+EfU4GL22t9MgIAJGYmVvsxDWqFGs4WztW6JhERERGRoUy2QkKnTp0gk8kAAFqtFnv37sXQoUMrPN/atWuFjy0tLdGhQ4dKx0hERERERERERDRi4VLYONb8jWErewfjVEYA8o9puLrHOHNRiQIaBECtUJffkYiIiIhIQiabkODi4oI2bdrgzJkzkMlk+PzzzzFo0CAoFAqD57p+/TpWrVolJDj06NEDSqXJvnQiIiIiIiIiIqpBbBydYefiKnUYpiUtvnorIyjNAeu68TVQK9QIaBCARV0WSR0KEREREVG5THpXftq0aZg4cSIA4Ny5c/jggw/w/fffGzTHw4cPMWjQIKSnpwMAZDIZZsyYYfRYiYiIiIiIiIiISCJN+wIqc6mjKFFon1C4WhkvWcLZwrnUyghZOVokpBrv6IhHKbX/uA0iIiIiqlomnZAQFBSE5cuX4+LFi9DpdAgJCcG9e/ewfPlyNG7cuMyxubm5CA0Nxbx58xAfHy9UR+jZsye6du1aHeETERERERERERFRVVKa5ycjDFwhdSSlcrVyhYe1R5WukZmtxcytMQi/FA9Nbl6VrkVEREREZAiTTkiQyWTYsmULunTpgqSkJOh0OuzcuRO7du2Cr68v2rVrBwDQ6XSQyWQIDQ3Fjh07cOPGDRw+fBipqanCczqdDg0aNMCGDRskflVERERERERERER12IQwwLa+ceaydjXZygjVaebWGOw6Hyd1GERERERExZh0QgIANG3aFDt37sSgQYOQkJAAAMjLy8PRo0dx9OhRoZ9Op8PGjRtFbQBCMoKHhwd27tyJevXqVe8LICIiIiIiIiIiMoLcHC0ynmVLHQYAIC25EscC2NYHHLyMF0wdl5WjRfileKnDICIiIiIqkcknJACAr68vzp07h3HjxiEiIkL0XMFRDEUVJCLodDoEBgZi06ZNcHFxqY5wiYiIiIiIiIiIjCYnW4vI9ZdxOyYR2hyW4yexhFRNtR/ToFbKUc9GXa1rEhEREVHNJJc6AH25u7sjPDwcBw8exJAhQ2BtbS0kHJT0UKvV6NOnDyIiIhAeHs5kBCIiIiIiIiIiqpEi11/GjVOPmYxAJqNnC1eYqxRSh0FERERENUCNqJBQmJ+fH/z8/JCXl4dz587h8uXLePLkCZKTk2FpaQlnZ2d4e3ujU6dOUKuZpUtEREREREREVBl5Gg1yExKrbb3c+EfVtlZNkJujxe2Y6vv8E5VFrZSjZwtXfDmsldShEBEREVENUeMSEgrI5XK0bdsWbdu2lToUIiIiIiIiIqJaJy8zE3HBwUiNiIROo5E6nDor41l2jaqMoFDJYWlnBqRJHQkBwJYpvnCzNTfafPVs1KyMQEREREQGqbEJCUREREREREREVHXigoORsmdvuf20Mhk0yurZoEx5mgiVmTRvZ6U+ZZUCfXi3coaSG9Ymw83WHA0cLaUOg4iIiIjqMCYkEBERERERERGRSJ5Gg9SIyDL7aGUynG9QD/F2VsiTy6snsMXB1bMOGUyhksO7lTN6jGsudShGodFqkJipfxJKfHp8FUZDRERERFRzmXRCQtu2bTF+/HiMHj0azs7OUodDRERERERERFQn5CYklntMw/kG9RDnYFNNEVFJBs9oC2t7tdRhAAAs7cxqRWWEzNxMzD8yH1H3oqDR8qgSIiIiIqLKMumEhHPnzuHDDz/EzJkz0adPHwQFBaF///5QqVRSh0ZEREREREREVGdpZTLE21lJHUadZ22vhq2zhdRh1Crzj8xH2J0wqcMgIiIiIqo1qqmeXuXk5ORg165dGD58ONzd3fHee+/h5MmTUodFRERERERERFQnaZSK6jumwcQpVWawsneQOgxp5WQBSbHiR8pDqaMymEarQdS9KKnDICIiIiKqVUy6QgIA6HQ6yGQy4eOnT58iJCQEISEhaNq0KcaPH4+xY8eifv36EkdKRERERERERFT7eW3aiAyVElgcLHUoJqFJu45QmplJHYY0sjOAP6YCV/cAuVlSR1NpiZmJRj+mQa1Qw9mCR9ESERERUd1l0qns169fx9y5c+Hl5QWdTgcAouSEK1euYPbs2fDy8kLv3r3x66+/Iiur5v/xQ0RERERERERkqpSublC5uUkdhuSUKjM09e2K3u+8L3Uo0vljKnBxe61IRqgqAQ0CoFaopQ6DiIiIiEgyJl0hoUmTJli0aBEWLVqEgwcPYt26ddi2bRtSU1MB5Ccn6HQ6aLVaHDhwAAcOHICNjQ2GDx+OcePGoWvXrhK/AiIiIiIiIiKiumXEwqWwcaz9d4Rb2TvU3coIQP4xDVf3SB2FyVIr1AhoEIBFXRZJHQoRERERkaRMOiGhsG7duqFbt25YsWIFtm/fjg0bNuDAgQPFjnRISUnBmjVrsGbNGjRq1AhBQUF444034O3tLfErICIiIiIiIiKq/WwcnWHn4ip1GFTV0uIrVhlBaQ5Y17zvj9A+oXC10i9uTY4WulwbmCnUSEzRAcio0tgepbBCBRERERGZrhqTkFDAwsICY8aMwZgxYxAXF4cNGzZgw4YNuHjxIgDxkQ63b9/GwoULsXDhQvj5+WH8+PEYPnw4rK2tpXwJksrKysLRo0dx5coVJCUlwczMDJ6enujYsSMaN24sdXhERERERERERFSbNe0LqMyljsJgrlau8LD2KLNPZrYWM7fGIPxSPDS5edUUGRERERGRaZNLHUBluLu7Y9asWbhw4QJOnTqFadOmwcnJCTqdDoA4OeHw4cOYPHky3NzcMHbsWCnD1tuoUaMgk8lEj0aNGlVoroSEBEybNg3Ozs4IDAzE1KlTMXfuXMyaNQujR49GkyZN0K5dO/zxxx/GfRFERERERERERERKc+CFIcDAFVJHUmVmbo3BrvNxTEYgIiIiIiqkxlVIKE3btm3Rtm1bLF++HHv27MH69euxa9cuZGdnA4CQpJCRkYFff/0VGzdulDLccu3cuRObN282ylzR0dEYPnw4EhMTy+x3+vRpDBo0COPGjcPq1athVpfPQSQiIiIiIiIiooqZEAbY1hdfs3atkZUR9JWVo0X4pXipwyAiIiIiMjk1ukJCSZRKJQYMGICtW7ciLi4OK1asQIcOHQD8UzHB1D179gzvvPOOUeY6fPgw+vbtWywZwd7eHm3atEGjRo2gUChEz61fvx6jRo0SkjiIiIiIiIiIiIj0ZlsfcPASP2pxMgIAJKRqTK4yglopRz0btdRhEBERVal169aJKo2vW7dO6pCIqIhal5BQmIODA5o3b47mzZtDra45//meOXMmHjx4AACwsrKq8DxJSUkYMWIEMjMzhWteXl743//+h6dPn+LMmTO4ffs27ty5g7fffls0dvv27fj3v/9d4bWJiIiIiIiIiKi43BwtUhIz9X6kJWukDplqqJ4tXGGuUpTfkYiIiIioCtWaIxsKu379OtavX4+NGzfi7t27UodjkOjoaPz0008AALlcjgULFmDWrFkVmuvLL7/Ew4cPhba3tzcOHz6M+vXFJfM8PT3xww8/oGHDhggODhauL1q0CBMmTICDg0OF1iciIiIiIiIionw52VpErr+M2zGJ0OaY1p30VLuolXL0bOGKL4e1kjoUIiIyAevWrcOECROEtr+/P6Kjoys0V3R0NAICAoS2l5cX7ty5U8kIiai2qzUJCcnJydi8eTNCQ0Nx4sQJABCOHCg4qqGg/fLLL0sTZDkyMzMxefJkIc733nsP7du3r9BcCQkJ+P7770XXVq9eXSwZobDZs2dj3759OHjwIID8oyO++uorLF68uEIxEBERERERERFRvsj1l3Hj1GOpwyAJbJniCzfb6juyop6NmpURiIiIiMhk1OiEBK1Wiz179iA0NBS7d+9GdnY2gPzEg4KzYnQ6HXQ6Hdzd3TF27FgEBQWhRYsWEkdesnnz5uHmzZsAgIYNG+Kzzz7DqVOnKjTX5s2bkZaWJrS7deuGwMDAMsfIZDIsWLBA1G/NmjX47LPPhKQOIiIiIiIiIiIyTG6OFrdjEqUOgyTiZmuOBo6WUodBRERERCSJGpmQcObMGYSGhmLz5s1ITMz/Y66kagjm5uYYNGgQgoKC0LNnT8jlcsliLs/JkyfxzTffCO0VK1bA2tq6wvP98ccfovakSZP0GhcQEABvb2/cvn0bAPDo0SMcO3YMvr6+FY6FiIiIiIiIiMqXp9EgN0GaTevcnBxkpD77p52YgAxVyW8bpTxNRJZZjXxLSTIZz7KNfkyDQiWHpZ2ZUec0RRqtBomZ1fNzEZ8eXy3rEBERERHVJTXmr8e4uDhs2LABGzZswKVLlwCIkxAKV0Po3LkzgoKCMGLECNja2koZtl5ycnIwadIkaLVaAMDw4cPx2muvVXi+tLQ04diFAr169dJrrEwmwyuvvILVq1cL13bt2sWEBCIiIiIiIqIqkpeZibjgYKRGREKn0VTr2lqZDOcb1EO8nRXyit7I0cKr5EGLg6s+MCqXdytnKGtxWf7M3EzMPzIfUfeioNFW788FEREREREZj0knJGRmZmL79u1Yv349IiMjkZeXV2oSgpeXF9544w2MGzcOPj4+EkdumCVLluDChQsAAHt7e3z33XeVmu/ixYvIyckR2t7e3nBzc9N7fJcuXUQJCefOnatUPERERERERERUurjgYKTs2SvJ2ucb1EOcg40ka1PFKFRyeLdyRo9xzaUOpUrNPzIfYXfCpA6DiIiIiIgqyaQTElxdXZGeng5AXA2hIAnB2toaQ4cORVBQELp37y5hpBV36dIlLF68WGgvXbrUoOSBkly+fFnUbtGihUHji/YvOh8RERERERERGUeeRoPUiEhJ1tbKZIi3s5JkbfrH4Lfrw9pO/7foLK0VUKrkQPp9IL0KAytPysMqm1qj1SDqXlSVzU9ERERERNXHpBMS0tLSIJPJAPyTiAAAAQEBCAoKwrBhw2BpaSlliJWSl5eHSZMmITs7GwDQtWtXvPnmm5We9+rVq6J2gwYNDBpftH9sbCyysrJgbm5e6diIiIiIiIiI6B+5CYnVfkxDAY1SUfyYhkpSqsxgZe9g1DlrO+ttr8FWmSB1GCYlMTPRpI5pUCvUcLZwljoMIiKiWuXZs2c4ePAgbty4gczMTDg5OcHHxwd+fn5Qq9VSh2eQmJgYnDp1Co8fP4ZarYabmxs6d+6MRo0aVXruvLw8nDhxAtevX8fjx4+h1Wrh4uICb29vdO7cGSqVqvIvwATl5OTg6NGj+Pvvv5GcnAxbW1s0aNAA/v7+cHDg3xs1jUknJAD/VEZ47rnnMG7cOLzxxhto2LChxFEZx3fffYdjx44BAMzMzLBq1SohAaMyHj9+LGp7enoaNN7V1RVKpRK5ubkA8n/ZPXnyBB4eHkaJLSHBsD+yb9y4Uel1iYiIiIiIiKjqNWnXEUozM6nDIDKqgAYBUCtq1sYIERGR1Lp3744///xTaBfs98XFxSE4OBibNm0SbtgtzMrKCh988AFmz54NK6uqq+Z15coVvPrqq7hz545wrW/fvvj9999F60ZHRyMgIEBoL1iwAJ988gkA4Ndff8XChQuL3ShcoGPHjvjqq6/g5+dncHyPHz/GokWLsHnzZjx58qTEPjY2Nhg8eDAWLVoELy+vMucLDQ3F+PHjhfb69evxxhtvlDnm/fffL3bM/N27d8u9EbpVq1Y4f/48AMDFxQWPHj0qtv/5ySefYOHChUI7KioK3bt3h0ajwbJly/DNN9/g6dOnxeZWKBQYNmwYli5dWu5rJtNh0gkJdnZ2GDFiBIKCguDr6yt1OEZ1+/ZtzJ07V2jPnj0bzZo1M8rcaWlporahv7BlMhksLCyQmppa6pwVFRISIvoFQ0REREREREQ1n1JlhibtOqL3O+9LHYppyjWdu/1Jf2qFGgENArCoyyKpQyEiIqoVDh06hEGDBpW40VwgPT0dixcvxv79+xEWFgZHR0ejx3H06FH0799fFMekSZPwww8/QKksf+s0OzsbEydOxKZNm8rsd/z4cXTv3h0//fSTKBmgPL///jsmT54s2qcrSWpqKtavX4/ffvsNX3/9NaZOnVpq3x49eojakZGR5SYkREREFLsWGRmJoKCgUsckJCTgwoULQjsgIEDvm7EfPHiA1157DefOnSu1j1arxW+//YaIiAjs378fbdq00WtukpZJJyQ8evSoxpVl0ddbb72F9PT8g/6aNWuGOXPmGG3uoskDFTlqoaoSEoiIiIiIiIhIP16bNkLp6lZl86c8TQQWB5f43NCpM2Ftby+0FY6OkJdR+cDK3oGVEcqSkSh1BNVHaQ5Yu1bZ9KF9QuFqpd/8mhwtnqYXv/NSXw5qJ5gp1EhM0QHIKLPvo5SsCq9DRERUF5w+fRqvvvqqsDcml8vh7e0NJycnJCUl4caNG0IVBQA4efIkxo8fjx07dhg1jv/+978YPXo0srL++bd73rx5WLRI/wTEoKAgbN68WWg7ODigQYMGUCqVuHXrFpKTk4XntFotJk+ejBdeeAHt27cvd+7Vq1djypQpyMvLE123traGl5cXVCoV7ty5I1pDo9Fg2rRpePLkCebPn1/ivA0aNICPj49QlTwyMrLMOOLj43Hx4sVi1yMiIspMSIiKihJ9HYsmQpQmOTkZr7zyCq5cuSJc8/DwgLu7O7KysnD9+nVoCh11l5iYiAEDBuDixYuwtbXVaw2SjkknJNTWZISff/4ZBw4cAJBfjWDVqlUwM+If7YV/iQKo0NxFP/eZmZmViomIiIiIiIiIDKN0dYOZZ+WPTyyNyqz0t4UcmjWDnUvVbSpTLda0L6Ay/OYYfblaucLDuuyfi8xsLWZujUH4pXhocvPK7EtEVNfkafOQlsTKPdXB2kENuUIudRgm4/XXX0d6ejocHR0xd+5cjBs3Dk5OTsLzDx8+RHBwMNatWydc27lzJ/bu3YtXX33VKDGEhITgvffeEzb7FQoFQkJC8NZbb+k9x4YNG3Dr1i0AQJ8+fbBgwQJ07NhRqAKg1Wqxc+dOTJ06FQ8fPhSuTZs2DcePHy9z7jNnzmDq1KmiZISGDRviq6++woABA4S9O61WiwMHDmD69OmipIEFCxagffv2pX6+AgMDhYSEu3fv4saNG/Dx8Smxb2kJC+UlMhStqhAYGFhm/wLTp0/HrVu3oFQqMWXKFHzwwQdo0qSJ8Hx6ejp++OEHzJ49Gzk5OQCA+/fvY/HixVi6dKlea5B0TDohoTaKi4vDjBkzhPbkyZPRtWtXo65RtCJCSWfwlKdwllFJc1bUu+++i+HDhxs05saNGxg0aJBR1iciIiIiIiIioiqgNM9PRhi4QupIMHNrDHadj5M6DCIik5SWpMGGuX9JHUad8MZnvrB1tpA6DJNx69YtNGrUCAcOHBBtNBeoX78+1q5dC5VKhdWrVwvXV61aZZSEhDlz5mDJkiVC29LSEps3b0b//v0NmqcgGaG0qgoKhQKDBg1CixYt0KZNG2Rk5FdZOnHiBGJiYtCqVasS59XpdBg/fryw2Q4ArVq1QnR0NOwLVS4rWKN3797o3r07+vbtK0oSmDRpEm7evAkLi+Lfez169MCPP/4otCMiIvRKSGjTpg3Onj0LIP9YhatXr6Jp06bljmvYsGGJX+uS3Lp1C2q1Gtu3b0ffvn2LPW9lZYXp06fDzc0NY8eOFa6vW7cOn332GVQqlV7rkDSYkFDNpk6dKpRRcXNzw7Jly4y+hrW1tahdtGKCPopWRCg6Z0W5uLjAxcXFKHMREREREREREdV4w0OBhp5SR1F51q5VWhlBX1k5WoRfipc6DCIiIipCoVBgy5Yt5W5QL126FBs2bBD2tvbv34+8vDzI5RWrNpGTk4NJkyZhw4YNwjVnZ2fs2rULHTt2rNCcAwcOLPeIh+effx7vvfee6O79vXv3lpqQEB4ejgsXLghtS0tL7Nixo1gyQmEFG/jNmjXDo0ePAOTfGP3LL79g0qRJxfoHBARAJpMJRypERETg7bffLnHuwokFEydOxPLly3H79m1hXEkJCffu3RMqMAD6H9dQ4IsvvigxGaGwMWPG4PvvvxeqTTx+/BinT59Gp06dDFqLqhcTEqrRli1b8N///ldof/vtt2X+IqmooskDBefx6Eun01VZQgIRERERERERERVi4wo4eEkdRa2RkKoxqWMa1Eo56tnUzmNpiYiIDDF06FC0a9eu3H4ODg7o1asXduzYAQDIyMjAlStX0KJFC4PXTE1NxdChQxEeHi5c8/b2RlhYGJ5//nmD5yvw+eef69VvxIgRooSEM2fOlNr3p59+ErU//PBDNGzYsNw17Ozs8Mknn2DKlCnCtVWrVpWYkFCvXj20bNlSSHyIjo6GTqcTjpsoEBsbK1SCAPKPXYiJiRFijIyMxLvvvlts/qLHNRiSkODh4YGpU6fq1XfEiBGi4y/OnDnDhAQTJ0lCQq9evURtmUyGffv2ldvPWEpbr6rNnDlT+Lhfv354/fXXq2SdohUI7t+/b9D4+Ph45ObmCm25XA5nZ2ejxEZERERERERERFRX9GzhCnOVQuowiIiIJDdixAi9+7Zu3VpISADy77w3NCHh0aNH6Nu3r3DUAAC0bdsWe/bsgaurq0FzFfbiiy/qHUvLli2hVCqFPbd79+6V2vfgwYOi9oQJE/SOadSoUfjwww+Fm41Pnz6NjIwMWFpaFusbGBgoJCQkJCTg/Pnzxao2FE4scHd3R/PmzREYGCgkJERFRZWYyFC4qkLBWvoaMmSI3scutG7dWtQu6/NKpkGShIQDBw4I36QlfcOW1M9YylqvqhUc1QAAu3fvrlAcsbGxxcadPXtW9MNXtEzK3bt3DVqjaH8vLy+Ym0tfco+IiIiIiIiIiKgmUCvl6NnCFV8OK7ksMxERUV2jT3WEAkVvvH327JlBa129ehV9+vTBnTt3hGu9evXCtm3bKl0R3JDXoVKpYG9vj8TERAClv447d+4gPv6fI6e8vLzKPdqiMFtbW7Rr1w6HDh0CAGi1Wpw8eRL+/v7F+vbo0QPffPON0I6MjCwzIaGgykHhagdPnz7FuXPn0KZNG9G4wgkJTZs2Rf369fV+DdX5/UHVj0c21ELNmjUTtS9dumTQ+MuXL5c5HxERERERERGR1HJztMh4li11GHpJe5Zbfieqclum+MLNtnpuuqlno2ZlBCIiokKKbiKXxcrKStQuesx4WY4dO4YZM2bgyZMnwrVx48bhp59+0vsO/LIY8jqA/NdSkJBQ2uuIjY0VtV966SWD42rVqpWQkACUfrOyv78/FAoFtFotgPzkgw8//FDUJyoqSvi4oMqBi4sLWrZsib///lsYVzgh4erVq3jw4IHQNuS4hoL59VWZ7w+ShmQJCTqdzqj96B8vvPACVCoVcnJyAORnVsXFxcHd3V2v8UeOHBG1i5Y+ISIiIiIiIiKSSk62FpHrL+N2TCK0OXlSh0M1iJutORo4Fi9dTERUl1g7qPHGZ75Sh1EnWDuopQ7BpFSmErche4U//vijqP3OO+8gJCSkwmsXVRWvIykpSdSuyDHqRccUnbOAra0tXn75ZZw4cQJA/lERubm5UCrzt4wvX76MuLg4oX/hYxd69OghSkiYMWOG8FzR4xoMTUioru8PkoYkCQkFG+XG6ldT/PHHHwa/ppiYGNEPtKurKzZu3Cjq4+PjI2rb2NigW7duopIq4eHhGDduXLnr6XQ6HDhwQHStf//+BsVMRERERERERFRVItdfxo1Tj6UOo9bRaDVIzEyUOgwAQHx6fPmdiIioQuQKOWydLaQOg6pRwUZzAY1GU+G5srKyRG1jVBwwNrVaLXqN+/btQ2xsLLy8vCSMqmxpaWmidtEKAPooOiY1NbXUvoGBgUJCQmpqKk6ePAlf3/xEpcJ7iz4+PmjYsKFo3HfffQcAOHToEHJycoTvgcLjZDIZAgICDH4NVHtJkpCgUOhXrkzffjVFSWe1lKfoPxTm5uZ45ZVXyh03YMAA0Q//zz//rFdCQlRUFG7fvi20XV1d0bFjRwMiJiIiIiIiIqKqkJudjfTkku90qojUp6ax+WyI3BwtbsfUvLhNWWZuJuYfmY+oe1HQaCu+QUFERESmyd7eXtQuuvltiKKb3EXnNgWff/45fvnlF5w+fRoAcOvWLfj7+yMyMhKNGzeWOLqSWVtbi9rp6ekGz1F0jI2NTal9e/TogSVLlgjtiIgIISGhcKWDolUOCh/3kJ6ejuPHj8PPzw86nQ7R0dFCv1atWsHJycng10C1l2RHNlDVGjlyJObMmSP8Ajp48CAiIyPLLJGi0+mwcOFC0bUJEyZALpdXaaxERERERERENUmeRoPcBONsiufGPyq3T44mC/tWfoubp44jNyfbKOvWVBnPsmvVMQ0KaGBpLe0NOfOPzEfYnTBJYyAiIqKqUzRpID6+4pWIHj8WV6kyxYQER0dHREREoE+fPjh27BgAIDY2Ft26dUNkZCSef/55iSMszsHBQdR+8uSJwXMkJor/Pik6Z2FdunQRVZKIiIjA3LlzkZeXJ0osKHxcAwDY2dmJjnuIiIiAn58fzp07J4rZ0OMaqPZjQkIt5eLigmnTpmHp0qXCtcmTJ+Pw4cOoX79+iWOWLFmCgwcPCm07OzvMnDmzymMlIiIiIiIiqgnyMjMRFxyM1IhI6CpR6tZQ+1Z+i6t/Haq29aj6eJufgFLVQrL1NVoNou5FSbY+ERERVT1vb29ROyEhAYmJiXB2djZ4rosXL4rajRo1qkxoVcbOzg779+9Hv379cOhQ/v+jHzx4AH9/f0RERKBFC+n+/1WSosdJxMTEGDxH0TFlHVFhYWGBTp064c8//wQA/PXXX8jMzMSlS5eQlJRfka20YxcKH/cQGRmJBQsWiKoqAEyd0cv5AAAgAElEQVRIoOJM+tb3hw8fCo+cnJxKzZWTkyOary6YNWsW3NzchPbt27fRuXNn7NixAzqdTrh+//59TJkyBcHBwaLxwcHBcHR0rLZ4iYiIiIiIiExZXHAwUvbsrdZkhNzsbNw8dbza1qPqoYAGPuaH0MPuP5LGkZiZWKOOaVAr1HC2MHzzhIiIqC7z8PCAp6en6NqRI0cqNFfRcQVl/k2RjY0NwsLCRJvjjx49Qvfu3XH+/HkJIyuuUaNGcHV1FdqxsbG4deuW3uNTU1Nx6tQpoa1UKtGuXbsyxxSufqDRaHDkyBFRYsFLL72EevXqFRtX+PN57NgxZGRkiMYplUp069ZN79ipbjDpCgmenp6QyWQAgPDw8Epl1Bw8eBC9evUCkJ/Vk5uba5QYTZmjoyN+++039O7dG1lZWQDyf4kNHDgQ9vb28Pb2RnJyMu7evQutVisaO3DgQMyYMUOKsImIiIiIiIhMTp5Gg9SIyPI7Gll6clK1H9OgVJnByr70Eq+mavCMtrC2V5ffMScTCJ8P3IoCcqXZjLdUJEMpq9zNN3VRQIMAqBV6fI2JiIhIxN/fH5s2bRLamzdvxsCBAw2a49KlS8U28k1949nS0hK7du3C4MGDsW/fPgD5FSICAgIQHh6Otm3bShzhP/z9/fH7778L7XXr1mHRokV6jf3111+RmZkptNu1awdLS8syx/To0QPz588X2pGRkThz5ozQLnpcQ4HCxz1kZ2cjKipKVH29ffv2sLGx0StuqjtMukICANGd/MaYq+BRV3Tr1g27d+8uVukgOTkZZ8+exe3bt4slI4wePRq//fabkAxCREREREREVNflJiRWa2UEmVoNZT1p7gRv0q4jlGZmkqxdGdb2atg6W5T/ODwdtrc2wBb3YatMkOTBZATDqBVq9GnUB4u66PemPBEREYm9+eabovaWLVtw9uxZg+b4+OOPRe2AgAD4+PhUOraqZmFhgT/++AP9+/cXrj19+hSBgYE4ftx0KpFNnjxZ1F6+fDnu379f7riUlBR88sknomtFv94l6dChA6ytrYV2WFgYDh8+LLRLu0ncwsICnTt3FtpffPEF0tLSyh1HdZtJV0gAwE1xI+jRowcuXbqEhQsXIjQ0FBkZGSX2a9OmDebOnYshQ4ZUc4REREREREREVJhNYA/I1dV7J7hSZYYm7Tqi9zvvV+u61SonC7i6R+ooaoTQPqFwtXItv2MlaXK0eJpedhUQB7UTzBRqJKboAJT8vlaBRylZRoyOiIiodvD390f79u1x8uRJAIBWq8WwYcMQHh6Oxo0blzt+3rx52Llzp+haTaqyrVarsW3bNowaNQrbtm0DkH/jbs+ePbFnzx74+flJHCHwyiuv4KWXXhKqUKSnp2PgwIGIjIyEnZ1diWOys7MxfPhwxMXFCdfc3d0xevToctdTqVTw8/NDWFgYAIgSVMo7dqFHjx6IiooCAFESQ8FzREWZfEJCXde9e3ejVHRwdXVFSEgIvv76axw9ehSXL19GcnIyzMzM4OHhgY4dO9aITDYiIiIiIiKi2kymVsMmsAfcFy8ut++IhUth42i8KgpW9g41sjKCQdLigVwT2rBWmgPWVb/pXxGuVq7wsPaosvkzs7WYuTUG4ZfiocnNq7J1iIiIKN+6devQvn174abVW7duoU2bNpg+fTrGjBmDJk2aiPpnZmbizz//xJIlS0Ql+QFg/Pjx6Nu3b7XFbgwqlQqbN2/GuHHj8OuvvwIAUlNT0adPH+zcuRMBAQGSxieTybB27Vp06tQJOTn51bTOnDmD1q1b46uvvkL//v1h9n//V8/Ly0NERASmT5+OCxcuiOZZs2YNzM3N9VozMDBQSEgorEOHDmUeuxAYGIh58+YVu25ubi6qnkBUoM4kJGRl/fPHpr4/iLWRhYUFAgMDSz37hYiIiIiIiIgM47VpI5SubkaZS1nPWe/KCDaOzrBzMc3NbNJT076Aqm6+TzVzawx2nY8rvyMREREZRYsWLRAaGoqxY8dC839HkaWkpGDBggVYsGABXFxc4OrqCgsLCzx9+hT37t0T+hXWrVs3rFixorrDNwqlUomNGzfCzMwMoaGhAPIrEfTr1w//+9//0KtXL0nja9u2LVasWIEpU6YgLy8/YfPOnTsYNmwYbGxs0KhRIygUCsTGxiIpKanY+IULF6JPnz56r1daNYPy9hDbt28PGxsbpKamiq537ty5Tu/BUunqTELCrVu3hI9tbW0ljISIiIiIiIiIahOlqxvMPKvuTnKqhZTm+ckIA2vmm/mVlZWjRfileKnDICIiqnOGDRsGT09PjBgxAnfv3hU99/jxYzx+/LjUsXK5HFOmTME333wDlUpV1aFWGblcjrVr18LMzAyrV68GkF8NYsCAAdi2bRv69esnaXxvvvkm7OzsMHnyZNGGf2pqarFqCAXUajW+/vprTJ061aC1WrduDUdHRzx9+lR0vbyEhIIjHXbv3i26zuMaqDR1IiEhLy/v/7N35+FRlvf+xz/PLJkhOyEhYQdRkaCoiCIqIKBgUURb0GrxBxaPVdqj0tal5YiAcoqXXlrc0C4uiGgLtrUVhCq7iCAHiVoCCA07hIQQErLM/vuDMjIh24SZeSbJ+3VdXOZ+nvu578+AWzLf+d56++23JZ1seXLeeeeZnAgAAAAAAABx5e6lUmrH2OyVnN1qOyNIUlG5K+bHNDhsFmWlNK77CAAALdmVV16pb7/9VvPmzdOrr76qL7/8Mvhp/Nq0a9dOo0eP1iOPPKLevXvHMGn0GIah1157TQ6HQy+99JIkyeVy6fvf/77ee+893Xrrrabmu+2223Tttddq5syZevfdd88oGDglJSVFt956q2bMmKHu3buHvY/FYtG1116rv/zlL8Frbdq00cCBAxt8dvjw4RQkoNFML0hYsGBBo+YtX75chw8fbvS6gUBAlZWVKigo0AcffKBt27YF7w0YMCDsnAAAAAAAAGjBUjtKbbuZnQJRcn1utpx2q9kxAACICwkJCbrnnnt0zz336Pjx49qwYYMOHjyoo0ePyuVyKT09Xe3atVNubq4uvPBCGYYR9h6rVq1qcr6JEydq4sSJEZ97OsMw9OKLL+rFF1+sd961116rQCAQ9vqn7N69u0nPtW/fXi+99JLmzJmjjRs36ttvv9WRI0fk9/uVlZWlc845R1ddddVZd6t4//33m/TclClTNGXKlCbvO336dE2fPr1Jz3bv3v2s/kwQe6YXJIwfP77ef5Gd+htq9uzZTd4jEAgE9zAMQ3fddVeT1wIAAAAAAADQPDhsFl2fm61nxl5sdhQAAOJSWlqaRowYYXYM1MFqtWrgwIGN6loAxCvTCxJOaaiSpamVLoZhyDCM4PM///nP1bdv3yatBQAAAAAAACB6Ft43UDmpkTvOIivFQWcEAAAAwERxUZAQzbYap9bu06ePfvGLXzSpbQsAAAAAAACA6MtJdapLRqLZMQAAAABEiOkFCb///e9rvR4IBHTvvfcGj1qYMmWKevfu3eh1LRaLkpKSlJGRoT59+qhDhw4RyQsAAAAAAIDveD0+VR53x2SvE6WumOwDAAAAAIgM0wsSJk2aVOe9e++9N/j1qFGjNGzYsFhEAgAAAAAAQAM8bp9WzMtXQV6xfB6/2XHihsvnUnFVsdkxGqWwotDsCAAAAABaONMLEhoSzeMcAAAAAAAA4oXX7VZF6bGQa+Ul8fvG9op5+dq56YjZMeJGlbdK09ZN08p9K+Xy0ckBAAAAAKQ4L0j49ttvg1936tTJxCQAAAAAAADR4XFVa9ncOdq1aYO8ntgcfXC2vB6fCvLit1jCDNPWTdPS3UvNjgEAAAAAcSWuCxJ69uxpdgQAAAAAANAM+V0ueYsi94a5t/BwxNaqadncOdq+fm3U1o+GyuPuuDqmwWq3KDEtwbT9XT6XVu5badr+AAAAABCv4rogAQAAAAAAIBz+qiodmjpV5ctXKOCK/7b5XrdbuzZtMDtGs9ejd6JsJ/Y3PLHsYFT2L64qblHHNDisDmW2yTQ7BgAAAIAWgIIEAAAAAADQYhyaOlVlSz4yO0ajVZQea9IxDTZ7gpLS20YhUfNilUs9nBs1rPAlaU7zOO6iORjaZagcVofZMQAAAAC0ABQkAAAAAACAFsHvcql8+QqzY8REz/4DZEsw74iC+tz6y35KTndISx6WdiyN6l6J1lLZDE9U92hNEiwOXZkzSPf2/pX2lVRGbZ/DZdVRWxsAAABAfGlWBQllZWX685//rM8++0xffvmliouLVVpaKleYLRgNwwj7GQAAAAAAEN+8RcUxP6bBcDhky4pda3ubPUE9+w/QyPsfjNme4UpOdyg1zZD2LpRsvPH81g1vKTsp2+wYdap2+/Sbj/K19ttilbuStPhfdi1evt7sWAAAAABaiGZRkOB2uzV16lS99tprqqioCF4PBAJNWs8wjEhFAwAAAAAArVjK8GGyOKLT2v72GU8rJSO02CEpvW3cdkYIcaJQ8jajYgSbU0qOTtFAdlK2OiV3israkfCzBZv1yddeSelmRwEAAADQAsV9QcLRo0d13XXX6auvvgoWIBiGoUAgEFJYUHNcU1OLFwAAAAAAAGoyHA6lDB+mDrNmRW2PlIxMpbWP30/Wtyi9Rkl2p9kpYq7a49PHWwvNjgEAAACgBYvrggSfz6exY8cqLy9P0neFCFlZWerWrZu++OKL4PULL7xQTqdTJSUl2rNnj3w+X/CeJHXr1k2dO3c254UAAAAAAABTdXtnvmzZORFbz5aVGbXOCIghm/NkMcKYl81OYoqicpdcXr/ZMYIcNouyUvjnCgAAAGhJ4rog4d1339Xq1auDRQVdu3bVa6+9phEjRkiSLBZL8N5vf/tbDRs2TJJUWVmp1atX6+WXX9aSJUtkGIaKi4v1xBNPaOLEiaa8FgAAAAAAYB5bdo4SOsdv2/xW5e6lUmpHs1OclJzdKjsjxKvrc7PltFvNjgEAAAAgguK6IOHZZ5+VdPK4hfT0dK1atUrdunVr8LnExER973vf0/e+9z39/e9/14QJE1RWVqZJkyapoqJCP/3pT6MdHQAAAAAAALVJ7Si1bfjnO2g9HDaLrs/N1jNjLzY7CgAAAIAIi9uChCNHjuirr74KdkB49NFHG1WMUNPNN9+sJUuWaNiwYXK5XJoyZYquuuoqXXrppZGODAAAAAAAALQIC+8bqJzU2HSPyEpx0BkBAAAAaKHitiDh888/l3SyO4JhGLrrrrvqnR8IBOq8N3DgQE2ZMkWzZ8+Wz+fT//zP/2jx4sURzQsAAAAAAAC0FDmpTnXJSDQ7BgAAAIBmzmJ2gLocPnw4+HVOTo46dqz/bMHq6up670+ePFnSycKFZcuWqbi4+OxDAgAAAAAAAAAAAACAWsVth4SSkhJJkmEYysnJqXVOQkKCPB6PJKmqqqre9Tp37qzu3btr9+7dCgQCWr9+vUaPHh3Z0AAAAAAAAM2Qy+dScVXjP7xRUemp897hykKVW49Itjpa8FcWSva4/ZFUkxRWFJodAQAAAADiUtx+92e1fvdNq8PhqHVOamqqiouLZRiGDh482OCa7du31+7duyVJ//73vyOSEwAAAAAAIBa8Hp8qj7sjuma1r1rPb3pe6w+tl9vX+LWT3Om6RQ/Wem/iRxNU7iyRunSq/eFPJjUlKgAAAACgGYrbgoT09PTg12VlZbXOyczMDB69sGvXrgbXrKioqPVrAAAAAACAeOVx+7RiXr4K8orl8/gjvn5nXatxujbi6wIAAAAAELcFCeeee64kKRAIqLCw9rZ3F154obZt2yZJWrt2bb3rnThxQjt27JBhGJKk5OTkCKYFAAAAAADNhdftVkXpMbNjSJLKSxo+JmHFvHzt3HQkBmkAAAAAAIisuC1IuPDCC4Nfl5SU6MiRI2rfvn3InP79+2vRokUKBALKy8vTl19+qUsvvbTW9ebOnSuP5+T5hoZhqHv37lHLDgAAAAAA4o/HVa1lc+do16YN8noie/RBtHg9PhXkNVy0gPjksDqU2SbT7BgAAAAAYBqL2QHqkpWVpfPPPz84/uyzz86Yc9ttt0k6WWAQCAQ0fvx47d+//4x5f/3rXzVt2rRgdwSr1arBgwdHKTkAAAAAAIhHy+bO0fb1a5tNMYIkVR53R+WYhmjxGm5VJtR+9GZrNLTLUDmsDrNjAAAAAIBp4rZDgiRdf/312rFjhyRpyZIluuWWW0Lud+/eXTfddJM+/PBDGYah/Px89e7dW6NGjVKvXr3kdrv16aefav369QoEApJOFi/cfvvtSk9Pj/nrAQAAAACgtfG7XPIWxeYT/t7Cw3Xf83i0a9OGmORozXZnfCOfxWt2DNM5rA4N7TJUM6+eeca9ao9PReUuE1Kd6XBZtdkRAAAAALRwcV2QcNttt+nll19WIBDQwoUL9fzzzyspKSlkzgsvvKA1a9aovLxchmGooqJCixYtCpkTCASCXRSysrL09NNPx/JlAAAAAADQ6virqnRo6lSVL1+hgMv8N18ry483q84INnuCktLbqrLMZ3aURrHIpQ5tNukmx8v65b4Gfp/vXiqldYpNMJNktsk8ozNCldunhxfl6eOthXJ5m0/XCwAAAAA4G3FdkDBo0CA9+OCDqq4+Wa29Y8cOXXrppSFzunfvrqVLl+rGG2/UsWPHgscynO5UMULHjh3197//XR07doxJfgAAAAAAWqtDU6eqbMlHZsdotnr2HyBbQoKkqjrn3PrLfkpOb/pxAIcL8zTx00drvffmocPK8Ta+GCLRWiqb4ZH8OvmrLjan1L6vZHeGF7YFeHhRnj786pDZMQAAAAAgpuK6IEGSnn/++QbnXHnlldq+fbtmzpyphQsXqrCwMOR+Tk6O7rrrLj3yyCNq165dtKICAAAAAACdPKahfPkKs2M0SzZ7gnr2H6CR9z/Y4NzkdIdSM9s0ea9yl0XlzpJa7yXZipSqKHRn6DWqVRYjVHt8+nhrYcMTAQAAWpHdu3erR48ewfGECRP05ptvRmWviRMn6q233gqOCwoK1L1796jsBSBU3BckNFZmZqZeeOEFvfDCCyooKFBhYaECgYBycnJC/mUGAAAAAACiy1tUHBfHNJxiOByyZmTUef/2GU8rJSMzhonqlpTe9j+dEVoYm/NkMcKYl81OYoqiclezOqbBYbMoK6Xp3TcAAAAA4JQWU5Bwuh49elCEAAAAAAAAJEkpw4fJUs+b/CkZmUprnx3DRM3A2Lek7L6RWy85u1V2Rmiurs/NltNuNTsGAABooieffFLTpk0Ljn/4wx/q3XffDWuN8847Tzt37gyOExISVFpaqjZtGt+ha8aMGZo+fXpw/IMf/ECLFi0KKweA5q9FFiQAAAAAAAAYDodShg9Th1mzVF5eZnac5iUlW2rbzewUiDGHzaLrc7P1zNiLzY4CAADOwpAhQ0LGa9euDev5gwcPhhQjSJLb7dbnn3+uoUOHNnqd1atX15srXsXyKAmgNaAgAQAAAAAAxEy3d+bLlp0Tk71sWZmyOP7Tdp6CBMSphfcNVE5qfHSPyEpx0BkBAIAWYMCAAXI6naqurpYkHThwQLt27VLPnj0b9fyaNWvqvN7YggSPx6PPP/885FpzKUgAEFkUJAAAAAAAgJixZecooXMns2MAcSMn1akuGYlmxwAAAC2Iw+HQFVdcEVJYsGbNmogUJDTWF198oaqqquA4IyNDF110UaOfj7Q333yTLgeASSxmBwAAAAAAAAAAAAAQOTW7EdQ8PqE+pxce9OvXL/j1+vXr5fF4wl5DkgYNGiTDMBqdAUDLYUqHhAULFpixbYg777zT7AgAAAAAAABNdriyUOUn7E1+vrCqOIJpAAAAEE+GDBmiJ598MjhubHeDo0ePauvWrcHxY489ph/+8Ify+/2qqqrSF198oauuuqrBdWrux3ENQOtlSkHC+PHjTa+CoiABAAAAAAA0ZxM/mqByZ4nZMQAAABCHBg4cKLvdHuxoUFBQoP3796tz5871Prd27VoFAgFJks1m06hRo3ThhRfqq6++knSy0KChggS/369169aFXKMgAWi9TClIOOXUv9BixTAMBQIB04shAAAAAAAAAAAAgGhJTExU//79tX79+uC1NWvWNPiB3dM7G1x66aVKSkrSoEGDQgoSHnvssXrX2LJli8rKyoLjtLQ0XXLJJU15Gdq+fbs2bNiggwcPymq1qn379rriiivUu3fvJq1nttLSUn322Wc6dOiQioqK5HQ6lZWVpUsvvVS5ublmxwOiwrSChFgXI5i1JwAAAAAAaD28Hp8qj7sjtt6xoycithYAAABalyFDhoQUJKxevbrBgoTVq1cHvx48eLAkadCgQXr55ZclSevWrZPP55PVam3UGpJ0zTXXyGKxhJX9n//8p6ZOnapNmzbVer937956+umnNXr06EatN3HiRL311lvBcUFBgbp37x4yp3v37tqzZ88Zz7711lshz9b0xhtvaOLEifXu/49//EPPPvusPvvsM3m93lrndO3aVQ899JAmT54sh8NR73pAc2JKQcLvf/97M7YFAAAAAAAR5nW7VVF6LOSap6RYlfbaf+RQVlIse0LsfxxRXlIc1fU9bp9WzMtXQV6xfB5/VPeKNoffr0xHW7NjAAAA4CwNGTJEs2fPDo5P735Qm7KyMuXl5QXHgwYNCvnrqTlbtmzRZZddVuc6NfcJ97iGRx55RM8880y9c/Lz83XzzTdr5syZevzxx8NaP5aOHDmi22+/XatWrWpw7t69e/Xzn/9cr776qpYsWaKePXtGPyAQA6YUJEyaNMmMbQEAAAAAQIR4XNVaNneOdm3aIK+nlo4Aud1qf3DW1OgGM8mKefnauemI2TEiYmhllRzWBLNjAAAA4CxdffXVslqt8vl8kqRt27bpyJEjat++fa3zT3U/kE4eg36qEKFjx47q0aOHCgoKJJ0sOKirICEQCOjTTz8NuRZOQcJjjz0WUoyQkpKirl27qk2bNtqzZ4+KiopC5k+bNk19+vTR97///UbvESvffvutRo4cGfx9O8UwDHXr1k2ZmZlyuVwqKCjQiRPfdUbbsWOHBg4cqE8//VTnn39+rGMDEWfakQ0AAAAAAKD5WjZ3jravX2t2jLjg9fhUkBfdDgyx4PD7NbSySjOLS8yOEhPVHp+Kyl0x2etwWXVM9gEAoCF+n0/lR5v//7c0ByntMmWp51iDmGRISdGll14acuzBmjVrNHbs2Frnn97ZoE+fPsrIyAiOBw0aFHxjffXq1ZoyZUqta2zdulXFxd/9PZacnKx+/fo1Ku+aNWuCewwYMEBPPvmkhg4dKpvt5NuZgUBAq1ev1v33369t27YFn3vggQd08803B+c11TvvvKOqqioVFhZq/PjxwesjRozQww8/XOdzffr0OeNaZWWlxowZE1KM0KNHDz322GMaN26c2rb9riOZ1+vVJ598oqlTp2rz5s2SpKKiIt1+++36/PPPOb4BzR4FCQAAAAAAICxet1u7Nm0wO0bcqDzujvkxDV7DrReO7lQHf1XE1sz0+eQIRGy5uFXl9unhRXn6eGuhXN7mfbwGAADhKj9arD/8N12sY+GeF/+otPbZZsfQkCFDmlSQcPoxDafG8+bNkyR9+umnCgQCMgyj3jWkk10aGlsocOrN+4kTJ+oPf/iDrDUKOgzD0LXXXqs1a9bokksu0cGDByVJBw4c0OLFizVmzJhG7VOXq6++WpK0e/fukOsdOnTQddddF9Zav/jFL5Sfnx8cjx49WgsWLFBycvIZc202m2644QYNHTpUd9xxh/76179KkrZs2aJXXnmlzuIPoLmwmB0AAAAAAADEL7/LJff+AyG/Srfl135MQzNksycoKb1twxPjzO6Mb9TBX6VOXl/EfrWGYgRJenhRnj786hDFCAAAoFUYPHhwyLhmwcApVVVVIYULNZ87vUDh6NGj+te//lXrOjXXD+e4Bknq37+/fve7351RjHC6rKwsPf744yHXPvroo7D2iaZ9+/bpD3/4Q3Dct29fLVy4sNZihNM5HA7Nnz9f3bt3D16bM2dO8BgNoLmiIAEAAAAAAJzBX1WlAz//uXZcMUC7rrsu5NeeH41veIFmomf/AbIlJJgdo9G8hls7223Wqp4LoreJzSklm/9pvmio9vj08dZCs2MAAADEzKBBg2SxfPd24Ndff63S0tIz5n3++edyu90hz52uV69eat++fXBcV2HD2rWhx7qFW5Awc+ZM2e32BufddtttIeNTRx3Eg5dffllerzc4fuaZZxp97EJiYmJIR4Q9e/aEFIoAzRFHNgAAAAAAgDMcmjpVZUvi51NGkWazJ6hn/wEaef+DUd3n1l/2U3J60898PVyYp4mfPhocVyaUyWfx1vNEBPQaJdmd0d3DJEXlrrjqjOCwWZSVwpnAAAAgetq2bauLLrpIeXl5kiS/36+1a9dq9OjRIfNOLzA455xz1KlTpzPWuuaaa/SXv/xFkrR69WpNnjw55P6uXbt04MCB4DgxMVGXX355o7OmpaVp5MiRjZqbkZGhrl27au/evZJOdiWIF0uWLAl+nZOTE/ZxDyNGjAgZr127VgMGDIhINsAMFCQAAAAAAIAQfpdL5ctXNOnZK3cekNNd9xvm3d6ZL3tOTlOjRUxSetuYdEZITncoNbNNk58vd1lU7iyJYKJ62JwnixHGvByb/aDrc7PltNfdjhgAACAShgwZEixIkE4WH9QsSFi9enXw65rdEU6/fqogoWYnhJprSNLAgQMb1e3glH79+oV0c2hI+/btgwUJx48fb/Rz0XTs2DF98803wXG4r0mSunbtGjLOz8+PSDbALHFdkJAQpR8MGIYhl8sVlbUBAAAAAGjuvEXFCjTx+2an26tET+0FCYbDoYxeF8jSyHalaMDYt6TsvpFbLzm7xRL+tZMAACAASURBVHZGiDcOm0XX52brmbEXmx0FAAC0AoMHD9YLL7wQHNc8bsHj8ejzzz8PmV+b0wsVDh06pG+//VbnnXdeneuGe1zD6UdCNEZSUlLw66qqqrCejZbt27crEAgEx0uWLJFhGGe1ZklJjAqUgSiJ64KE089XiaSz/QcfAAAAAACEL2X4MIoRIiklW2rbzewULcbC+wYqJzU2BRlZKQ46IwAATJHSLlP3vPhHs2O0CintMs2OEFSzwGDz5s06ceKEkpOTJUlffPFFyBv6dXVIuOSSS5SSkqLy8nJJJzsiRLIgwels/sWxR48ejfia8dL9AWiquC5IkE4WD5xeSdSY+bUJZw0AAAAAABA5hsOhlOHD1GHWLLOjAHXKSXWqS0ai2TEAAIgqi9WqtPbZZsdAjGVlZSk3N1dbt26VdPIDwZ999plGjBghKbSQICcnJ6TI4HRWq1UDBw7UP//5z+Bz99xzjyRp//79KigoCM51Op0aMGBAVF5PPCstLY34mn6/P+JrArEU1wUJV111VdjdDCorK1VUVKT9+/dL+q5AoVOnTurevXukIwIAAAAA0Kp0e2e+Ku02adbUOu+nZoR+GsyWlUlnBAAAAMBEgwcPDhYkSCeLCWorSKirO8Lp908vSDh9vdMNGDBAjlb4PUBiYmiB69ChQ/XrX//6rNZs27btWT0PmC2uCxI+/fTTJj9bWFio9957T88++6wOHDigo0ePaubMmbr77rsjmBAAAAAAgNbFlp0je0LdP06w5+QogU/dBR2uLFT5CXuTny+sKo5gGgAAALRWQ4YM0auvvhocnyog8Pv9WrduXfB6zeMdajq9YGHPnj3au3evunbtetbHNbQUmZmhxdlOp1PXXXedSWmA+BDXBQlnIzs7Ww8++KAmTJigcePGafny5brnnntUXV2t+++/3+x4AAAAAACgFZj40QSVO0vMjgEAAIBWrmaBwMaNG1VdXa2tW7eqrKwseL2hgoQBAwYoISFBbrdbkrR69WrdddddFCT8R48ePULGO3fuNCkJED8sZgeItvT0dP3tb39Tr169FAgE9OCDD2rz5s1mxwIAAAAAAAAAAABiokOHDjrvvPOCY5fLpQ0bNoQUEqSnp+vCCy+sdx2n06n+/fsHx2vWrFFRUZHy8/OD1xISEjRw4MAIpo8tiyX07dNAINDoZzt37qxzzz03OP7222+1b9++iGUDmqMWX5AgSUlJSXryySclST6fTw8//LDJiQAAAAAAQEvh9rvNjgAAAAA0qGb3gzVr1mj16tXB8TXXXHPGm/G1Of3YhjVr1pzRHeHyyy9XmzZtzjKteZKSkkLGlZWVYT1/ww03hIxfeumls84ENGetoiBBkkaPHi2n06lAIKBVq1Zp7969ZkcCAAAAAAAtQEn1sZjv6fD7leloG/N9AQAA0HzVPEZh1apV+vTTT4Pj0wsN6nP6vB07dujPf/5zvfs0N6mpqbJarcFxQUFBWM9PmTJFNpstOH7xxRfp3o5WzdbwlJbB4XDonHPO0datWyVJ69atU9euXU1OBQAAAADASV63WxWlsX9juzaekmJV2mv/kUFZSbGqE8z/cYLX41PlcZM6E3hdUmVxcFhdWBTzCEMrq+SwJsR8XwAAADRftRUk+P3+4LhmB4W6XH311bJYLMFnFy1aVO8+zY3dbtf5558fPIZiy5Yt2rVrl3r27Nmo58855xxNmjRJr732miSpqqpKN910k95///2wjrJYsWKF3nvvPf3ud78L/0UAccT8nyDEUHJycvBrzmsBAAAAAMQDj6tay+bO0a5NG+T1xFHr/9xutV+fNTW2OWrwuH1aMS9fBXnF8nn8DT/Qwjj8fg2trNLM4hKzo0REtcenonJXzPY7XFYds70AAADiTdeuXdWtWzft2bNHkkKKERITE3XZZZc1ap309HRdeOGF+uqrr85Yx2az6aqrropganOMGDEiWJDg8/k0ePBg3Xvvverbt6+Sk5NlGEZwbp8+fdShQ4eQ559//nlt3LhRX375pSTp0KFDGjx4sMaPH6+f/OQn6t+/f0gXBUk6ceKEtmzZoo8++kjvv/++tm/frm7d6vi+DGhGWlVBwsGDB82OAAAAAABAiGVz52j7+rVmx2g2VszL185NR8yO0WjPHilWN+NQxNbL9PnkCERsOdNUuX16eFGePt5aKJe39RWWAAAAmGXIkCGaN2/eGdevvPJK2e32Rq8zaNCgYEHC6S677LKQDwg3V5MnT9Zrr72m6uqTBa0HDx7U9OnTa537xhtvaOLEiSHX2rRpo7///e8aNWqUvv76a0mS1+vVm2++qTfffFNJSUnq0qWL0tLSVFlZqWPHjunAgQMKBFrA/+wDNVjMDhAreXl52r9/f7BiKSsry+REAAAAAIDWzut2a9emDWbHaDa8Hp8K8oobnhhHMn1edfL6IvarJRQjSNLDi/L04VeHKEYAAACIsbqOUxg0aFBY69Q1v7kf13DK+eefr7fffvusiis6d+6s9evXa/z48SEdFSSpoqJC27Zt04YNG/T1119r//79tRYjcPw8WoJWUZDgcrn0s5/9TJKC/zBfcsklZkYCAAAAAEAVpcfi65iGs2SzJygpvW3U1q887m5WxzR4Dbec1tLoLG5zSsnZ0Vk7yqo9Pn28tdDsGAAAAK1SXQUDgwcPDmudugoSwl0nno0dO1Y7duzQ7NmzNXLkSHXp0uWM4xoakpSUpLfffltbtmzRHXfcofT09AafueCCC/Tggw/qs88+05o1a87mJQBxocUf2bBy5Uo98sgj2rx5swzDUCAQUJcuXXTppZeaHQ0AAAAAgBalZ/8BsiUkmB0jbuzO+EZWwxOdxXuNkuzO6KwdZUXlrrjrjOCwWZSV4jA7BgAAQNT17NkzIscCdOzY8azX6d69+1mtsWrVqkbPPXVUQrg6dOigRx99VI8++mjYz56ub9++WrBggfx+vzZv3qwdO3aouLhYZWVlSkxMVHp6unr27Knc3Fy6vKPFieuChHvvvbdJz1VVVamwsFB5eXkqLv6ulWMgEJBhGJoxY0akIgIAAAAA0OrZ7Anq2X+ARt7/oNlR4oLXcGt3xjda1XOBfnkwwovbnCeLEca8HOGFW7frc7PltFvNjgEAAIAWzmKxqH///urfv7/ZUYCYieuChD/84Q9htT2p6VRV1elr3H333ZowYcJZZwMAAAAAIJqu3HlATrfX7Bhn6PbOfNlzckKuJaW3Nb0zwq2/7Kfk9Ch+wr3sgPT6DbXeOjz6t5q45ZnguDKhTD7Lf/7s7l4qJUbwaIXk7GbbGSEeOWwWXZ+brWfGXmx2FAAAAABokeK6IOFsnTqiIRAIyOl0avr06Xr44YfNjgUAAAAAgCTJ73bXec/p9irRE38FCakZmUpoH8E32CMkOd2h1Mw20dvAapdsRbXeKu/cXuXbSmp/Lq2TlNwperlamIX3DVROauwKLrJSHHRGAAAAAIAoivuChLM5O6Zt27bq16+fRo0apfHjx3PmCgAAAAAgrvhK6ngTO04ZDodsWZlmx0ALlpPqVJeMRLNjAAAAAAAiJK4LEr799tuwnzEMQ06nU6mpqUpOTo5CKgAAAAAAWqeU4cNkcUTxWAQAAAAAANCixHVBQs+ePc2OAAAAAABAq2c4HEoZPkwdZs0yOwoAAAAAAGhG4rogAQAAAACA1qrTnOeVcX5vs2NIkmxZmS2qM4LL51JxVXF4D1UWSjZrrbcKw10LAAAAAIBWgoIEAAAAAADikC0zSwmdO5kdo0Wp8lZp2rppWrlvpVw+V/gLdKnjz2Pdo2cXDAAAAACAFoqCBAAAAAAA0CpMWzdNS3cvNTsGAAAAAACthsXsAAAAAAAAANHm8rm0ct9Ks2MAAAAAANCqUJAAAAAAAABavOKq4qYd03AWHFaHMttkxnRPAAAAAADiSbM6siE/P19LlizRl19+qb1796qsrExVVVUKBAJhrWMYhrZv3x6llAAAAAAA1M7rdqui9FhwfKK01MQ0keH1+FR53B2lxV1SZXFweOK4t+65ZQckq73u+5WFEQzWOEO7DJXD6mj0/GqPT0XlsS2aMMPhsmqzIwAAAAAAYqRZFCRs2LBBDz30kDZu3BhyPdxChFMMw4hELAAAAAAAGsXjqtayuXO0a9MGeT1RevM+xjxun1bMy1dBXrF8Hr/ZcaTXb5BsRXXft1mlLp1iEsVhdWhol6GaefXMRs2vcvv08KI8fby1UC5vHPxeAgAAAAAQIXFfkPDKK6/ogQceUCAQCBYgnCooaEphQVOLGAAAAAAAaKplc+do+/q1ZseIqBXz8rVz0xGzY0TEWwcLle2rp/tCQ+5eKqV9V+yQ2SYzrM4IDy/K04dfHWr6/gAAAAAAxKm4LkhYvHixfvazn0k6WXxgGEawMMFqtSo1NVWJiYkmpwQAAAAAoG5et1u7Nm0wO0ZEeT0+FeQVNzyxmcj2edXJ62v6AonZUnLTui9Ue3z6eGvsj5MAAAAAACAW4rog4YEHHpCkYCFCRkaGHnroIY0ZM0a9e/eWzRbX8QEAAAAAUEXpsbCPabD4/UpMSYtSorNXedwdH8c0/IdVLiVaS83Z3OaUkrOb/HhRuYtjGv7DYbMoK6XxnSUAAGitauseTXdoAEBtavvvQ1NOITgbcfuO/hdffKGCgoJgMUKfPn20fPlytW/f3uxoAAAAAABEVfbxCtnsdrNjNBs9nBtlMzzmbN5rlGR3mrN3C3N9bracdqvZMQAAiHsWi+WMaz6fT3b+/xEAUIPPd2Y3wNr+OxJNcVuQkJeXJ+lk1YZhGHr99dcpRgAAAAAAtGgWv1/ZxyvUd1+R2VGaBatc6uHcqGFpL8V+c5vzZDHCmJdjv3cL47BZdH1utp4Ze7HZUQAAaBYMw5DVag15k6mqqkpOJ0WSAIBQlZWVIWOr1UqHhFOKir774UunTp10+eWXm5gGAAAAANBa+F0ueYuKI7aep6TutW6588cq/Z8ngmOH1ydrM2+3e+sv+yk5/Sza7pcdkF6/ofZ7496SUr47HiEx2SqbPVfSxIbXrSyUPplU+727l0qJYR67kJwd9c4IC+8bqJzUlv/GQlaKg84IAACEKSkpSWVlZcFxeXm52rZta2IiAEA8OnHiRMg4OTk55hnitiAhMTFR0slKv44dO5qcBgAAAADQ0vmrqnRo6lSVL1+hgMsVsXUr7TYpt1ut90r/5wklerwR2yseJKc7lJrZpukLWO2SrY4OEV07S21r/71skL2eH4GkdZKSOzVt3SjKSXWqS0ai2TEAAEAcSklJCSlIqKyslNvtVkJCgompAADxxO12n9EhwYyChNgeEBGG8847L/j18ePHTUwCAAAAAGgNDk2dqrIlH0W0GAEAAACIhqSkpJBxIBDQvn375PW2rGJXAEDTeL1e7du3T4EaXRhr/vcjFuK2Q8I111wjh8Mhl8ulf//73yorK1NqaqrZsQAAAAAALZDf5VL58hVmxwAAAAAaxWq1KiUlReXl5cFrbrdbu3btUmpqqlJTU2W322WxxO3nUgEAEeb3++XxeFRWVqaysjL5/f6Q+ykpKbJaY39cXtwWJKSmpupHP/qRXn/9dXm9Xr399tv66U9/anYsAAAAAEAL5C0qjqvOCIbDIVtWptkxos7lc6m4qjj0YmWhZKvjBySVhfUfvVCPworCJj0HAAAQrzp06CC32y3Xaf8f6/f7VVpaqtLSUhOTAQDijcPhUIcOHUzZO24LEiRp1qxZ+vDDD1VUVKQnnnhCI0eO1Lnnnmt2LAAAAAAAoipl+DBZHA6zY0RNlbdK09ZN08p9K+Xy1VII0qVT7Q9+Mim6wQAAAJoRq9WqLl26aPfu3RzVAACok91uV5cuXUzpjiBJcd2rJzs7W3/729+UkpKikpISDR06VKtXrzY7FgAAAAAAUWE4HEod9T11mDXL7ChRNW3dNC3dvbT2YgQAAAA0mt1uV9euXU05ExwAEP+SkpLUpUsX2e120zLEdYcESbryyiv12WefaezYsdq2bZuGDRuma6+9VmPHjlW/fv2UlZUlp9MZ9rodO3aMQloAAAAAQEvT7Z35smXnNPn5spJiadbUOtdOzfjuaAZbVmaL7owgnTymYeW+lWbHAAAAaDEcDoe6du0qj8ej48eP6/jx4/J4PAoEAmZHAwDEmGEYstvtSktLU1pamqmFCKfEfUGCJOXm5mrFihUaPny48vPztWrVKq1atarJ6xmGQfsiAAAAAECj2LJzlNC5jiMEGsGeUPe33vacHCW0z27y2s1RcVVxXHVGcFgdymyT2fBEAACAOGe325WZmanMzEwFAgEFAgH5/X6zYwEAYsRiscgwDBmGYXaUEM2iIOHZZ5/VzJkzVVFRIcMwqOoDAAAAAAARMSB7kI4c90mqNGX/w2XVpuwLAABatlNvSFkscX1yNwCgFYj7goTx48fr3XffDRYhnPqPKEUJAAAAAIB443W7VVF6LORaeUmxSWkixFMtnSgMvVbmqXt+2QHJWk9LyMrCuu/FUMBvk7c8V4u3Ddbi5RwhAQAAAABANMR1QcJzzz2nBQsWSFKwCCEQCKhdu3bq06eP2rVrp8TERJNTAgAAAABaO4+rWsvmztGuTRvk9bhNyeD1+FR5PIJ7e6qkj6dJ/14peUOPWDjhz5T0v7U/9/oNkq2o7nVtVqlL7UdgvHWwUNm+eo5YvHuplNb04zOe+OAbLd92RJIU8KZIAfPP0gQAAAAAoCWL24IEl8ulWbNmhRQiXHvttXrqqad01VVXmR0PAAAAAICgZXPnaPv6tabs7XH7tGJevgryiuXzRPqM4O//51dsZPu86uT11T0hMVtKblpBQrXHp7X5XyngzWhiOgAAAAAAEK64LUhYtWqVjh07Fjyi4ZZbbtHChQs57wgAAAAAEFe8brd2bdpg2v4r5uVr56Yjpu3fXBSVu+TyRrpgI3ocNouyUhxmxwAAAAAA4KzE7bv7+fn5kqRAICDDMPTCCy9QjAAAAAAAiDsVpceadEyDzZ6gpPS2Z7W31+NTQV7xWa3RbNicUnK22Sli5vrcbDntVrNjAAAAAABwVuK2Q4LLdfJ8SsMwdO6556pTp6afEQkAAAAAQLzp2X+AbAkJZ7VG5XF3FI5paDqrXEq0lkZn8V6jJLszOmvHEYfNoutzs/XM2IvNjgIAAAAAwFmL24KEjh07Br9OT083MQkAAAAAAJFjsyeoZ/8BGnn/g2ZHibgezo2yGZ7ILmpznixGGPNyZNc9zcL7BionNT6KHbJSHHRGAAAAAAC0GHFbkNCjR4/g10VFRSYmAQAAAACgaW6f8bRSMjJDriWltz3rzgjxxmoz1CM3ScN+8P+khIn1T64slD6ZVPu9u5dKiTWOZUjOjnpnhJxUp7pkJEZ1DwAAAAAAWqO4LUi46qqr1LFjRx08eFC7d+/W/v371blzZ7NjAQAAAAAixO9yyVtUbHYMSZK38HBU1k3JyFRa++yGJ0bBrb/sp+R0R9MeLjsgvX5D7fd+vFRKDT1WMTEtQbbGfqrfXs+PItI6Sckc2QgAAAAAQEsRtwUJFotFkyZN0pNPPilJeu655/Tcc8+ZnAoAAAAAcLb8VVU6NHWqypevUMDlMjtOi5Wc7lBqZpumPWy1S7Y6uhW2tUttm7guAAAAAABoVeK2IEGSfvWrX+mDDz7QV199pZdeeklDhgzRmDFjzI4FAAAAADgLh6ZOVdmSj8yOgdO4fC4VV53WraKyULLV0fGgsrD+LgcNKKwobPKzAAAAAACgeYnrggSn06mlS5dq1KhR2rJli8aNG6df/epXevjhh5WcnGx2PAAAAABAmPwul8qXrzA7Bv6jylulaeumaeW+lXL5anSr6FLH0QmfTIp+MAAAAAAA0CLEdUHCggULJEmTJ0/W//7v/2r37t166qmn9Nvf/lYjR47UZZddpqysLDmdzrDXvvPOOyMdFwAAAADQAG9RcbM6psFwOGTLyjQ7RtRMWzdNS3cvNTsGAAAAAABooeK6IGH8+PEyDCM4NgxDgUBA5eXlev/99/X+++83ee14KUhwu93atm2bdu/erQMHDqi8vFwej0epqalq166d+vbtq969e8tqraNVZpi8Xq82bNigb775RkePHpXValWHDh102WWXqU+fPhHZAwAAAABaipThw2RxOMyOERUun0sr9600OwYAAAAAAGjB4rog4ZRAIBAsTDi9QOHUvcY6VdBQc41YW7RokT755BOtW7dO27Ztk9frrXd+Wlqa7rjjDj344IO64IILmrTniRMnNHv2bM2dO1clJSW1zunVq5ceffRRTZw40fTfIwAAAAAwk+FwKGX4MHWYNcvsKFFTXFV85jENJnJYHcps03K7UQAAAAAA0BrFfUHCqYKDcAoPGlrLbA899JAOHDjQ6PnHjx/Xq6++qj/+8Y/69a9/rSeeeCKsgoGvv/5aY8aMUUFBQb3ztm/frh//+Mf605/+pD/96U9KS0tr9B4AAAAAcLa6vTNftuwcs2NIkmxZmS22M0K8GpA9SEeO+yRVRmX9w2XVUVkXAAAAAADULa4LEn7/+9+bHSFmnE6nunbtqrS0NPn9fhUXF2vv3r0hRRQej0czZszQvn379Mc//rFR627fvl3Dhg1TcXFxyPXk5GSdc845qqqq0u7du+XxeIL3li1bpu9973tasWKFnE5nZF4gAAAAADTAlp2jhM6dzI5hHk+1dKIwvGfKPPXcOyBZ7XXfrwxzrygJ+G3yludq8bbBWrycIyQAAAAAAGhJ4rogYdKkSWZHiJqOHTvqxhtv1ODBgzVw4ED16NFDFoslZM6xY8e0aNEizZw5U/v37w9ef/3113XNNdfo7rvvrncPr9ercePGhRQjZGRk6Pnnn9cdd9whu/3kD6ZKSkr03HPP6Te/+Y38fr8kaf369XrkkUf0wgsvROolAwAAAABq466UPviptH2J5A3zU/zeLEm/q/3e6zdItqK6n7VZpS61F4C8dbBQ2b46jhe8e6mU1klPfPCNlm87El7eWgS8KVKgnsIJAAAAAADQbMV1QUJLtWTJEl100UUNHrvQtm1b/dd//ZfGjh2r6667Tps3bw7emzp1qiZMmHBGEcPpXn/9dX399dch661du1a5ubkh8zIyMvTUU08pNzdXP/rRj4LX586dq//+7//WeeedF+5LBAAAAIC45XW7VVF6LGLrlZcUNzypPh/8VPrXXyITJkKyfV518vpqv5mYrWpHjtbmf6WANyO2wQAAAAAAQLNCQYIJ+vbtG9b8tm3bav78+erTp0/wCIdDhw5p3bp1GjRoUK3PuN1uPfXUUyHXnn322TOKEU5355136qOPPtL8+fMlneywMH36dL3zzjth5QUAAACAeORxVWvZ3DnatWmDvB63KRm8Hp8qj5+2t9cl/WvjfzodhO+EPzNCycJTVO6Sy+s3Ze9Ic9gsykpxmB0DAAAAAIAWiYKEZqJ379667LLLtGnTpuC1/Pz8OgsSli1bpn379gXH3bt3b/CIB0nBAoRThQ8LFy7UK6+8orS0tLN8BQAAAABgrmVz52j7+rWm7O1x+7RiXr4K8orl89R8I/9FUzI1ic0pJWdL5S2jGEGSrs/NltNuNTsGAAAAAAAtUt39/hF3evbsGTIuLq67LegHH3wQMr777rsbPCLi1B5DhgwJjj0ej5YsWRJmUgAAAACIL163W7s2bTBt/xXz8rVz05FaihGamV6jJLvT7BQR4bBZdFPfDnpm7MVmRwEAAAAAoMWiQ0IzUl1dHTJOT0+vc+7ixYtDxiNGjGj0Ptdff71WrVoVHH/44Ye64447Gv08AAAAAMSbitJjMT+mwWZPUFJ6W3k9PhXk1V1Q3izYnCeLEca83ODUhfcNVE5q/BctZKU46IwAAAAAAECUxXVBwsGDB6O2dseOHaO2djQEAgF98cUXIdcuu+yyWucWFhbq8OHDwbHD4VC/fv0avdfVV18dMt6yZUsYSQEAAAAAktSz/wDZEhJUVlwV884IVpuhxAc+luz1NEasLJQ+mVT7vbuXSonZ342TsxvdGSEn1akuGYlhpAUAAAAAAC1VXBckdO7cuVHHDITLMAx5vd6IrxtNr7/+ekiBxgUXXKArrrii1rn5+fkh43PPPVcJCQmN3is3NzdkvHPnTnm9Xtlscf23CwAAAADEBZs9QT37D9DI+x80LUOPS7Jka9+j/kn2er7HS+skJXeKbCgAAAAAANDqNIt3mAOBgNkRTPXWW29p8uTJwbHFYtFLL71UZ7HG9u3bQ8ZdunQJa7+srCw5nc7gERFut1sFBQU677zzwkwOAAAAAPHv9hlPKyUjM2LrJaW3lS2MovBIstot6nFxpob9v96m7A8AAAAAAHC6ZlGQ0BQ136yP56KGHTt2aO/evcGxx+PRsWPH9M033+iDDz7Q1q1bg/cSEhL0u9/9TsOHD69zvSNHjoSMO3fuHHamjh076t///nfImhQkAAAAAK2P3+WSt6g4Yut5Cw83PCnGUjIyldY+u+GJUXDrTzoq+f2bJEluQyqxWr+7Oe4tKSUnrPWcKVZZ7RYdcR+W3PXPLawoDDcuAAAAAABAWOK6IOHOO+8M+8iGyspKFRUV6csvv1RFRYWkk8UJ55xzjgYOHBiNmGftlVde0Zw5c+qdYxiGbrjhBv3mN7/RxRdfXO/cEydOhIyTkpLCzlTzmZprNtWRI0dUVFQU1jM7d+6MyN4AAAAAGs9fVaVDU6eqfPkKBVwus+O0WMlpNtntxZqWmaGViW3ksli+u7npv8wLBgAAAAAAEAFxXZAwf/78Jj/r9/v1j3/8QzNmzNCWLVu0e/du/ehHP9KMGTMimDB2xo0bpwceeKDBYgTpzOIBp9MZ9n5t2rSpd82meuWVV5rtnwEAAADQmhyaOlVlSz4yO0arMC0zQ0uTn22OlAAAIABJREFUwy8kBwAAAAAAiHeWhqc0TxaLRWPGjNGGDRs0fvx4+f1+PfXUU5o6darZ0Zrkz3/+s6655hoNHjy4wY4B1dXVIeOEJpxd6nA4QsZVVVVhrwEAAACgefK7XCpfvsLsGK2C2+fRysQ2DU8EAAAAAABohlpsQcIpdrtdb7zxhi6//HIFAgHNnj1by5cvNztWiN/+9rcKBALBX5WVldq3b58+/PBDTZo0KaRbwdq1a3X55Zdr06ZNda5XsyOC293AwaG1cNVoydqULgsAAAAAmidvUXHMj2kwHA7ZsjJjumc8KHEfDz2mIQ44rA5ltml9fxYAAAAAACDy4vrIhkixWq168skndcMNN0iSHnvsMX3xxRcmp6pbmzZt1LlzZ3Xu3Fk33nijHnvsMY0bN05btmyRJJWWluqWW27RN998o/T09DOeT05ODhnX7JjQGDU7ItRcs6kmT56scePGhfXMzp07dcstt0RkfwAAAADxKWX4MFlqdGqDOQZkD9KR4z5JlXXOOVwW/veZAAAAAACg9WkVBQmSNHz4cKWkpKi8vFybN2/W9u3b1atXL7NjNcq5556rjz/+WP369dO+ffskSQcOHNAzzzyjWbNmnTG/ZvFARUVF2HvWfCZSBQnt27dX+/btI7IWAAAAgObPcDiUMnyYOtTyvQ1iK+C3yVueq8XbBmvx8pVmxwEAAAAAAC1AqylIsFqt6tatm7755htJ0oYNG5pNQYIkZWZmasaMGfrxj38cvPbmm2/WWpBQ8w3//fv3h73fwYMH610TAAAAQOvU7Z35smXnRGw9W1am+Z0Rjh+Q7FH8xH+Zp+57J4rrvPXW1U8rO+diPfHBN1q+7UgUgoUKeFOkgD3q+wAAAAAAgNaj1RQkSJLT6Qx+fejQIROTNM2tt96qSZMmKRAISDpZNLBnzx5169YtZF7NQou9e/eGtc+RI0dCjnlISEjQOeec08TUAAAAAFoSW3aOEjp3MjtGZL1xg5Tgit763ixJv6v93ke/kHok1Horu02m2jlytDb/KwW8GdHLBwAAAAAAECWtqiDh9Dfmbbbm99LT09OVkZGho0ePBq8dPnz4jIKECy64IGS8a9cuud1uJSTU/kOumvLz80PGPXv2bJa/XwAAAACiz+t2q6L0mNkxGlReUncngnhWVO6Sy+s3O0ajOWwWZaWY3PECAAAAAADEjVbzLvPatWt15Mh3LS5byhEEdvuZ7TRzcnKUk5Ojw4cPS5JcLpf+7//+TwMHDmzUmuvWrQsZX3LJJWcfFAAAAECL4nFVa9ncOdq1aYO8HrfZcRAnrs/NltNuNTsGAAAAAACIE62iIOHYsWOaPHmyDMMIHndw+eWXm5wqfOXl5SopKQm5lp2dXevcG2+8UX/84x+D448//rjRBQkff/xxyHj06NFhJgUAAADQ0i2bO0fb1681O0ZEnPC1k+H1RG99f2bTHkzMlAKRzRItDptF1+dm65mxF5sdBQAAAAAAxJEWXZBQXl6uRYsWafr06dq/f78kyTAM9e7d+4xjDZqDxYsXBwsqJCkrK0sdOnSode7NN98cUpDwxhtv6PHHH5dhGPXusWvXLq1evTo4ttvtGjVq1FkmBwAAANCSeN1u7dq0wewYEfOXkv+VxZpmdowz2R1SPc0nFt43UDmpztjlqUdWioPOCAAAAAAA4AxxXZAwYsSIJj1XVVWlwsJCFRQUyO/3KxAIBLsjGIah2bNnRzhp9FVVVemJJ54IuXbTTTfJYrHUOn/kyJHq3LlzsBBj9+7deuONN/TjH/+43n2mT58eUvTwgx/8QGlpcfiDOQAAAACmqSg91oKOabDKsCSZHaJJclKd6pKRaHYMAAAAAACAOsV1QcInn3zS4Cf663L6m+qnH9Uwbdo03XTTTRHJ1xSPPPKIxo0bF9aRESUlJbr99tu1Y8eO4DWr1aopU6bU+YzD4dDUqVN1//33B6/98pe/1JVXXqnc3Nxan1mwYIHmz58fsseMGTManRMAAAAAmhuL/VwZhonfGo97S9r0X+btDwAAAAAAEEW1f7y+BTAMI1jMEAgElJOTo/fee++MLgOx9s9//lNXXHGFBgwYoOeee05btmyRx3PmWaWBQEDbtm3Tk08+qV69eumTTz4JuT9lyhRddNFF9e41adIk9enTJzg+duyYBg0apHnz5snr9Qavl5SU6PHHH9ddd90V8vxPfvITnX/++U15mQAAAAAQ56yy2HvJntS0znwRSWC3yNmxk2n7AwAAAAAARFtcd0iQQjsdNJbdbldKSoq6deumfv36adSoURo9erRstvh5uRs3btTGjRslSQkJCerUqZPS09OVkJCg8vJy7du3T+Xl5bU+O2HCBD399NMN7mG327Vw4UJdc801KikpkXSy+GDChAn66U9/qp49e6qqqkoFBQVnFEVcccUVevbZZ8/yVQIAAABobW6f8bRSMjLNjnGGE/t26y+vHgyODUuSuZ0RJOX0SVKxu8jUDAAAAAAAANEUP+/Q16K2zgENMQxDFkvzavzgdrtVUFDQ4LzU1FTNnj1b9913X6OPsujdu7dWrFihMWPGaM+ePcHrJ06cUF5eXq3PXHfddVq4cKHatGnTuBcAAAAAAP+RkpGptPbZZsc4g3GiXBZrhdkxJElew63dGd/oDwkL5F0a/ve9AAAAAAAAzUVcFyRYrVazI0Tcu+++q3/84/+zd+/xUVX3/v/fey6ZXCZXEwIJAREoglj8ej2oUEGxSFtvFSmKBbVVK94VThVLD7S0qMcDWkWtaI9apV6KYhFQDFGoehD0VxRBFCRyCyEh5EYmc92/PygjgUlIJpPZk/B6Ph55OHuvvT7rHfwnyXxmrX9o+fLl+vjjj1VbW9vi84Zh6OSTT9Y111yjiRMnKi8vr81rDhkyRJ9//rn++Mc/6sknn9S+ffsiPte/f39NnTpV119/fasbHgAAAACgs7vsxgK5i3rrj6v/qPd3vN/h6zUk1SpoCxz9QQAAAAAAgE4uoRsSuqKBAwdq4MCBmjp1qkKhkL7++mtt3rxZ27ZtU21trfx+v9LT05WZmanjjz9ep556qjIyMtq9bnp6uv7whz9oxowZWr16tdavX6+9e/fKbrerR48eOvXUU3XyySfH4DsEAAAAEG8hr1eBisqY1QuU745Zrc7AnemQK9um5fuWyJvstToOAAAAAABAl0FDgoVsNpsGDBigAQMGxG1Np9Opc889V+eee27c1gQAAADQMUIej8qmTVNd8QqZXt5Ib49KT6W8wcT5N3TZXcpNydUeX9DqKAAAAAAAAFGjIQEAAAAAOqmyadNUu2Sp1THQAc7KH6Y9NUHtrm20OgoAAAAAAEDUaEgAAAAAgE4o5PWqrniF1TEQY2bIoUDdIL315XC9VVxidRwAAAAAAIB2SeiGhPXr1+vyyy8PX8+fP1/Dhw9vc533339fv/zlLyVJhmFo8eLF6t+/f8xyAgAAAEC8BSoq435Mg+FyyZGXK9VUx6agv1GqL49NraOpi36d50Y/p/y0fP120XoVf7knhqGOZAbSJdPZoWsAAAAAAADES0I3JDzxxBPavHmzJOnEE0+MqhlBkoYPHy6bzaavvvpKhmHoz3/+sx566KFYRgUAAACALi/9/JGyuVztL+RrkBZNljYtkQJxOpIgkCfpz1FNzU/L13Gu7lq18TOZgZzY5gIAAAAAAOjCbFYHaMkbb7wh6cCuBtdcc03UdQzD0M9//nNJkmmaWrhwYUzyAQAAAMCxwHC5lDHmIvWYNSs2BRdNlr5YGL9mhBioqPPKGwhZHSPM5bApLz0GzSEAAAAAAAAdKGF3SPjyyy9VVlYWvr744ovbVe+SSy7R/fffL0kqLS1VaWmpjj/++HbVBAAAAIBE1PvFv8qR373Vzwf8fjXU1TQ7bs/JkS0pSXV1tVJdreqqKqMP5288sDMC2mXUoHwlO+1WxwAAAAAAAGhRwjYkfPHFF+HXbrdbJ510UrvqDRo0SG63W/X19ZKkzz//nIYEAAAAAF2SI7+7knoWHvU5v7dRbz/xiLasXa2A3xeHZJLqyxNvZ4TUXEn7rU7RKi6HTaMG5euhK4ZYHQUAAAAAAOCoErYhYefOnZIOHLdQVFTU7nqGYahXr17asGGDJGnbtm3trgkAAAAAndnbTzyiTR+tsjqG9Rwutach4dWbhqp7RnLs8rQgL93FzggAAAAAAKDTSNiGhIM7GUhSenp6TGoeWqeuri4mNQEAAACgMwr4fNqydnXM69bva5Rh8zT/QK1fCuTFfN2jqQ/ldljt7hnJKspJ7bD6AAAAAAAAnVXCNiS43e7w6+rq6pjUrKn57kzUpKSkmNQEAAAAgM5of/W+Djimwa7X/2eTDGPLUZ77c4zXBQAAAAAAQCKyWR2gOXl5Bz4xY5qmduzYoUAg0K56fr+/yTENB+sDAAAAAGLD5uwnw0jYvncAAAAAAADEWcI2JPTt2zf8uqGhQStXrmxXvZUrV6qhoSF83bt373bVAwAAAAAcZJfNOUDOtAutDgIAAAAAAIAEkrAfXTn99NOVmZmp2tpaSdLs2bM1cuTIqOvNnj07/Do1NVVDhw5td0YAAAAA6IrGzXhA6Tm5zY7X72vUwv/+NHxt2NI67c4INoehanulKvdXWB0FAAAAAACgy0nYvxjZbDaNHj1aL7/8siSpuLhYjz76qG677bY213r00UdVXFwswzAkST/84Q/ldDpjmhcAAAAAuor0nFxldstvdtyweWSzZ8YxUcf5KvMTzXuz7b9nAgAAAAAA4OgS9sgGSbr//vtlGIYMw5Bpmrrrrrs0c+ZMhUKhVs0PhUKaMWOG7rrrrnANwzB0//33d3ByAAAAAEAiCxg+bT7uU73X9yWrowAAAAAAAHRZCbtDgiSddNJJ+sUvfqGnn35ahmGEGwxeeuklTZ48WRdddJH69et3xLzNmzdryZIlmjdvnr7++utwI4JhGJo0aZJOOeUUC74bAAAAAOj6LrvnVLmzXM0/ULtTenZ05LHrlkkZhVGv7Qv5dMWbV8gX9B312YakWgVtgajXAgAAAAAAwNEldEOCJD322GP64osv9OGHH4Z3Ofjqq690xx136I477lBGRoby8vLkdrtVX1+viooK1dbWSpJM05Sk8Lxhw4bpiSeesPLbAQAAANCJhbxeBSoqrY4hSQqU77Y6QkTuLJcyclOaf8DulBwVkceynVJ2C3MP0egPqqLO2+ReeWOF9jp3SzE8oS/J5lKjJ1VV+xtjVxQAAAAAAOAYkfANCU6nU2+99ZauueYaLV68WIZhSPqu2aCmpkY1NTUR5x767KWXXqr//d//ldMZw79MAQAAADgmhDwelU2bprriFTK93qNPQIfx+IKa8to6Ld9QLm+g6XF+hrNK7iM30WuX/fsG6PyHP4xtUQAAAAAAgGOEzeoArZGZmak333xTf/rTn1RQUNBk54PmvqQDjQg9e/bUk08+qYULFyojI8PKbwMAAABAJ1U2bZpqlyylGSEBTHltnRZ/VnZEM0KsmSGH/DXfV2PZFR26DgAAAAAAQFeW8DskHGry5Mm64YYb9Nprr+mdd97RqlWrVFpaqlDouz9E2Ww2nXDCCRo2bJhGjx6tyy+/XHa73cLUAAAAADqzkNeruuIVVsfoPGp3HjiWodnxXVGXbvQHtXxDeVRzG0pvUijQ+iZ1M5AumeywBwAAAAAA0B6dqiFBOnCEw/jx4zV+/HhJB3ZBqK6uVl1dndLT05WVlRXeIQEAAAAA2itQUdmpdkYwXC458nKtC/DsaMlR0SGlK+q8Ue+MEApkyPTnxDiR5HLYlJfuinldAAAAAACArqDTNSQczjAMZWdnKzs72+ooAAAAAGC59PNHyubiDfJ4GTUoX8lOduUDAAAAAACIpNM3JAAAAABAZxE0DHkdHfPmteFKUtrZZyv1jttVs+foxxrUVVVGv1ig8+wY0VFcDptGDcrXQ1cMsToKAAAAAABAwqIhAQAAAACi1PvFv8qR3/2oz/l9PhW//Jy+Wb9OwYC/4wKVb5WmTO64+gc1tKOZoTmOZMmdH/X0V28aKsNRpWuLmxm/cajyUwuirn+4vHQXOyMAAAAAAAAcBQ0JAAAAABAlR353JfUsPOpz78x9QF//a20cEnViA8ZIzuSop3fPSJYtKaXZ8R5ZKSp0p0ZdHwAAAAAAAG1ns2LRvXv3WrFsixIxEwAAAIDOL+Dzacva1VbHSFyOZOmky6VLHrc6CQAAAAAAAGLMkh0S+vbtqylTpujOO+9Uaqq1n1BpaGjQww8/rIcffljV1dWWZgEAAADQ9eyv3qeA32d1jFazO50KBpNVW+lp9pn6mkDzBcY+J/Xq2foF3fnt2hkBAAAAAAAAicuShoTa2lpNnz5dc+fO1S233KJbbrlFxx13XFwz7N27V3/605/0+OOPq6qqKq5rAwAAAECiMnWCFsz4JPoC6flSdu/YBQIAAAAAAECnZUlDwkF79+7VzJkz9eCDD2rs2LH6xS9+oXPPPbdD11y1apXmz5+v1157TY2NjZIk0zRlGEaHrgsAAAAAic0um7OfnGkXxqyiN+hVpacyZvXKGzwynJEbyssbdsnmr43ZWgAAAAAAAGg/SxoSSkpKdOutt2r9+vUyTVMej0cvvPCCXnjhBfXu3VuXXXaZLrnkEg0dOlROp7Nda/n9fn300Ud644039Prrr2vbtm2SDjQhHHTyySfr0Ucfbdc6AAAAANBW42Y8oPSc3KjmBgNB/e33axT0h2KSxbClyTBi8yuiJ+DR9A+mq2R7ibxBb0xqHuTuF/n+tcUxXQYAAAAAAAAxYElDwg9+8AP961//0lNPPaVZs2Zp165dkg40CZSWlmru3LmaO3eukpOTddZZZ+n000/X4MGDNWDAAPXs2VPdu3eX3W5vUjMYDKqsrEw7duzQpk2b9Pnnn+uTTz7Rxx9/3GQnhEMVFBTo/vvv1w033CCbzRafbx4AAAAA/i09J1eZ3fKjmltb6ZEZSpfNfvRn48Uur1Lddt37wXQtK11mdRwAAAAAAABYzLIjG2w2m371q1/puuuu07x58zRnzhzt2LEjPH5w54T3339f77///hHzXS6XUlJSZJqmGhsb5fVG/tTNwSaEQ49k6Nmzp+6++27ddNNNcrlcMf7OAAAAAODY1Cf5YwVt/VSyvcTqKAAAAAAAAEgAlm8L4HK5dOedd2rr1q1asGCBhg8fHvE50zSbfDU2Nmrfvn2qrq5WY2PjEeORDB8+XAsWLNDWrVt1++2304wAAAAAADFgl1f9kldpZOZj+qJyd8yPaWgvl92l3JTojsYAAAAAAABA9CzbIeFwdrtd48aN07hx47R9+3YtWLBAixcv1v/93/8pEAg0efbQ3Q4OdWgjgmmacjgc+o//+A/96Ec/0vjx49WrV68O/R4AAAAAIBFcds+pcme1rwG70R/SH5du0KqvK+ULNG367mHs1atJM8LXqfZqOQy/JOmWlz6V+rZr6ZgbUTRCLjsN6QAAAAAAAPGWMA0JhyoqKtLUqVM1depU1dXV6aOPPtInn3yizz77TFu3btX27dtVU1Mjj8cjSUpJSVFWVpaKiop0/PHH6/vf/75OO+00DR06VOnp6RZ/NwAAAADiLeT1KlBRGZNagfLdMakTT+4slzJyU9pV476XPtXir/YcuLA3HcswgspwVLSrfjy47C6NKBqhmefMtDoKAAAAAADAMSkhGxIOlZ6ergsvvFAXXnih1VEAAAAAJLiQx6OyadNUV7xCpjexjg3oTBr9QS3fUB7zug2lNykUyIh5XUl69cah6pHVtAkjNyWXnREAAAAAAAAslPANCQAAAADQWmXTpql2yVKrY1ivdqdkd0Y9vaqmUXnBcinyaXnqrr1R1Q0FMmT6c6LO1RyXw6bB+X2U7LQf/WEAAAAAAADEDQ0JAAAAALqEkNeruuIVVsdIDM+OltpxpEKBpH92oo0FRg3KpxkBAAAAAAAgAdGQAAAAAKBLCFRUxvWYBsPlkiMvN27r4Uguh02jBuXroSuGWB0FAAAAAAAAEdCQAAAAAKDTCfh82l+9r8k9f1WlGpzx+xXH/YNhqqupPupzdVWVHRMgEL/mi7Z47KpTNXF15LFXbxyq/NSCmK2Vl+5iZwQAAAAAAIAERkMCAAAAgE7D723U2088oi1rVyvg9x35wKDe8QtTvlW69fr4rXe4hg5qdGgPR7Ly8wubHe6RlaJCd2ocAwEAAAAAAMBKNCQAAAAA6DTefuIRbfpoldUx0JwBYySny+oUAAAAAAAASBA2qwMAAAAAQGsEfD5tWdvMWQCwliNZOuly6ZLHrU4CAAAAAACABMIOCQAAAAA6hf3V+yIf09BJOZxJSsvK7pjiY5+TevWMevqumkZd+dRHEcdeuXGoCjKTm95050vOf9/z7Yt6XQAAAAAAAHQtNCQAAAAAgAV6ff90NdQGJXkkSb6QT1WNrX8zv7G8otmx3Q676pzR/7pX5rBrp8MecWyXwy7z8NrevZL3wMvy/eVRrwsAAAAAAICuhYYEAAAAAIgru2zOftq55TS9cH/kXQjaa9I//1N1a6vaVcPdL/L9a4vbVRYAAAAAAADHEBoSAAAAAHR642Y8oGRfQN9ePSHieO8X/ypn9+5R11/58iaVfrY36vmHMmxpMgx+FQMAAAAAAEDXx1/BAAAAAHR66Tm5SvEFlOoPRBzPyMlVUrf8qGoH/EHt/GqjbPbM9kQEAAAAAAAAjjk2qwMAAAAAQCJrqPEp6A9ZHaPVAoZPDUm1Vsc4gsvuUm5KrtUxAAAAAAAAEEc0JAAAAABAF1Kas15BW+SdIqw0omiEXHaX1TEAAAAAAAAQRxzZAAAAAABdQMDwqTRnvd7r+5LVUZpw2V0aUTRCM8+ZaXUUAAAAAAAAxBkNCQAAAAAQpcvuOVXurJY/9e8NhHTRIyvlC5hHjBnOaqX1firiPM+OqxUKuput282o1uPOR8LXyfZq2Q2/7tkljfX9VmVmTiu/i7Z59cah6pGV0urnc1Ny2RkBAAAAAADgGJXQDQm7du0Kv87Ly5PT6Yy6lt/vV0VFRfi6oKCgXdkAAAAAdFH+Rqm+/LvrWn+zj7ptlcqwt/x7yq76RiWrXMkRfvsKOWpUl1wVcV664ZHNTGq2bqbp0fe0+7sbwe9e2vyZMjugIcHlsGlwfh8lO+0xrw0AAAAAAICuJ6EbEnr27CnDMCRJy5cv18iRI6OutXLlSl144YWSJMMwFAgk3pmqAAAAQFcS8noVqKiMWT1/VfO1/Lt3y+lv58/4vgZp0WRp0xIp0Pjd/UCepD9HnvPsaMlREXns3wok/bOZDQJ2OuwarcKIY68mzVChLRhxzCqjBuXTjAAAAAAAAIBWS+iGBEkyTTPclBCLWgAAAAA6VsjjUdm0aaorXiHT641Z3QanQxrUO+LYt1dPUGp7GxIWTZa+WNi+Gl2Uy2HTqEH5euiKIVZHAQAAAAAAQCeS8A0JsWpGAAAAABAfZdOmqXbJUqtjtI2/8cDOCF3EKzcOVTCjKGb18tJd7IwAAAAAAACANkv4hgQAAAAAnUfI61Vd8QqrY7RdfXnTYxo6M0eyCgp7S85kq5MAAAAAAADgGHfMNCQ0Nn73x8XkZP4wBwAAAMRCwOfT/up94Wv/7t3aHwpKztj/qtGYFF1Nw+WSIy83xmkS2IAxNCMAAAAAAAAgIRwzDQnffPNN+HVGRoaFSQAAAIDOz+9t1NtPPKIta1cr4Pc1HRzU25pQzUg/f6RsLpfVMTqeI/lAM8Ilj1udBAAAAAAAAJB0jDQkhEIhvfDCC5IkwzDUv39/ixMBAAAAndvbTzyiTR+tsjpGiwyXS+nnj1SPWbPaV2jsc9IT3shj1y2Tsp0tTt9V06grn/oo4tijP+srrb458sRrl0mp+a3P6c5nZwQAAAAAAAAkFMsbEl566aVWPVdcXKzdu3e3uq5pmmpoaNDWrVu1aNEiffnll+Gxs846q805AQAAABwQ8Pm0Ze1qq2M00fvFvyojp+mxDI683NjsjJCeL2lb5LGMQik7JXzpDXpV6als8kiZw66dDnvE6Xvske9LkjILJXdhW9MCAAAAAAAACcPyhoQJEybIMIxmx03TlCTNnj076jVM0wyvYRiGrrnmmqhrAQAAAMe6/dX7jjymwUIOZ5KyThwoR1JS+F7AH1R9jU+q87SuSK1fCuRFHKqvCRx1uifg0fQPpqtke4m8wSN3U3D3izxvyoetiwcAAAAAAAB0RpY3JBx0sPEg2vHmGIYhwzDC8++66y59//vfj6oWAAAAgMTT9/Szws0Ifl9QK57fqK3rKhX0h9pY6c+Rbz+166gzp38wXctKl7VxPQAAAAAAAKBrS4iGhGibDdpS+6STTtLdd9+tSZMmddhaAAAAAOLH4UxS39PP0g9/dXv43ornN2rz2j1xzeENelWyvSSuawIAAAAAAACdgeUNCU8//XTE+6Zp6oYbbggftXDnnXdq4MCBra5rs9mUlpamnJwcnXTSSerRo0dM8gIAAABo3k8nT9HeybdEHOv94l/l7N49ZmulZWUfcUzD1nWVMavfGmU1HtU1VkU8pqE9XHaXclNyY1oTAAAAAAAAiDfLGxKuv/76ZsduuOGG8OsxY8Zo5MiR8YgEAAAAIErurCx5/IGIYxk5uUrqlt9hazfU+KI4piF6fpka8+ePFEqqkrtfbGuPKBohl90V26IAAAAAAABAnFnekHA0HXmcAwAAAABEa7MzqKAhGTGs6bK7NKJohGaeMzOGVQEAAAAAAABrJHRDwtdffx1+XVhYaGESAAAAADjAL1ObnUEtS/Uf9dmG0psUCmQ0O/7qjUPVIyslfJ2bksvOCAAAAAAAAOgyErohoW/fvlZHAAAAANAFXHbPqXJnNf9Gf/mOb5T/2iURx8b6fqtidOBsAAAgAElEQVQy87jw9X6bqWArt0UIBTJk+nMijrkcNg3O76Nkp711xQAAAAAAAIBOJqEbEgAAAABYzN8o1Zc3vVezt/nn63c3P1a7Q9oXiE2uiPWb37HAbatUht3Z7LjHsUcZjoqIY/uDQdV2wFFyowbl04wAAAAAAACALo2GBAAAAABH8jVIiyZLm5ZIgcbDxlySzow875VJkrIijz17keQOxjDkYQJ5kv7czNqjpWYaDiQpv2MSReRy2DRqUL4eumJIHFcFAAAAAAAA4q9TNiR4vV7t2rVLNTU18ng8MqP4tNLZZ5/dAckAAACA+At5vQpUVMa26JJ7pK/e/vdF00/x+wPNf6o/0GiLbY4E8PhVpyqnsF+z4+UNu3RtceSxV28cqvzUgib38tJd7IwAAAAAAACAY0KnaUj46quv9Mwzz2jp0qX68ssvFQxG/8kqwzAUCHTgVrEAAABAHIQ8HpVNm6a64hUyvd4OWCHyvgENToc0KPKMnR/kKFVd62ftvHSXCnJSmx23JaU0O9YjK0WF7ubnAgAAAAAAAF1Zwjck+P1+3XvvvXrkkUcUCoWi2g0BAAAA6IrKpk1T7ZKlVsfo0hpNp4KpeVbHAAAAAAAAADqlhG5ICAaDuvLKK/Xmm2+GGxEMw5AkGhMAAABwTAt5vaorXiFJChqGvI74HQHQmJTQv0bE1PLQaTrFkWx1DAAAAAAAAKBTSui/JD722GNatGiRDMOQYRgyTVOmaWrQoEE65ZRT1K1bN6WlpVkdEwAAAIi7QEWlAj6fPuvVTeWZaQrZbFZHapFhN+VIif7YtXhrNJ1aHjpNU/w3arnVYQAAAAAAAIBOKmEbEkKhkGbNmhVuRJCkCy64QHPmzNFJJ51kcToAAADAep8V5aksO93qGK2SPuI82e66t2MX2eeXHtwWcWj3+L+qLqv5po3yOq9ueenT8PVeM10+OSXnfpU37JItKaX5ufvLo88MAAAAAAAAdGEJ25CwevVqVVZWhndHuOiii/Tmm2/KluCf/AIAAADiIeD3qzwz8XcLM1wupZ8/Uj1mzZJSmn9TPyaCHkmRGxIm/fM/VZdc1fL8vt+9TPr3lyRdWxyLcAAAAAAAAMCxJ2EbEjZs2CBJMk1ThmFo7ty5NCMAAAAA/9ZQV5NwxzTYHU4NfPMfcjid4XuOvFzZXC4LUwEAAAAAAACwSsI2JFRUVIRfH3/88erXr5+FaQAAAAAcTe8hZyiQnq/AoTfrQlKdJy7r79tbH5d1AAAAAAAAALROwjYkOP/9qSrDMNStWzeL0wAAAABonl02Zz/t3HKaXrj/I6vDJAyX3aXclFyrYwAAAAAAAACWSdiGhOOPPz78urq62rogAAAAQCfz08lTlH3iidEXqNmplY+8plLvGa163LClyTAS9lcLy4woGiGXneMqAAAAAAAAcOxK2L8aDhs2TDabTaFQSKWlpWpoaFBqaqrVsQAAAICE587KUma3/KjnB9SgnYFhsvFmelRcdpdGFI3QzHNmWh0FAAAAAAAAsFTCNiR069ZNP/7xj/Xmm2/K5/Np4cKFmjBhgtWxAAAAgC6voT6ooLpOM0LA8KmybJz8wfSo5r9641D1yEpp9fO5KbnsjAAAAAAAAAAogRsSJOnBBx/UO++8I6/Xq/vvv19jxoxRTk6O1bEAAAAAdCKlOevlD+bL9Lf9dwmXw6bB+X2U7LR3QDIAAAAAAACga0vohoTvfe97+stf/qIJEyZo+/btGjNmjF5//XX16NHD6mgAAABA4qrfLe3Lin5+XXnsslgoYPhUmrNe7/V9Sdp6Z1Q1Rg3KpxkBAAAAAAAAiFJCNyRI0rhx45SSkqJJkyZpzZo1Gjx4sCZPnqwrr7xSgwcPtjoeAAAAkHhemSRlNUQ/P5An6c8Rhy67sUDuot7R126HshqPxj75f82OG85qpfV+KnzdkFSroC0Q1Vouh02jBuXroSuGRDUfAAAAAAAAQII3JHzve98Lv7bZbDJNU/v27dOsWbM0a9YsJScn67jjjlNycnKb6hqGoU2bNsU6LgAAANDluTMdyshNsWTtGpupWrsZcezVm4bKcFTp2uI/Rh6/cajyUwtavVZeuoudEQAAAAAAAIB2SuiGhM2bN8swDJmmKcMwZBiGJMk0D/wR0uPxaMeOHW2ue7AOAAAA0GkFfFYnSCjdM5JlS2q+UaJHVooK3alxTAQAAAAAAAAgoRsSDjq8gaA9DQUHmxkAAACAtgp5vQpUVFodQ5IU2LHZmoVTc61ZFwAAAAAAAECnk9ANCQUFBexmAAAAAMuFPB6VTZumuuIVMr1eq+NIkhqcDmlQ7/gv7HDFf00AAAAAAAAAnVJCNyREcxwDAAAAEGtl06apdslSBQ1DXmdi/AjdmJQYOQAAAAAAAACgOfwVEwAAAGhByOtV9YoSrevVTeWZaQrZbFZHOroxD0tnnBP9/H1+6cFtscsDAAAAAAAA4JhEQwIAAADQgkBFpdZ1y1BZdrrVUVrNXthXym7HcQ5Bj6TWNSR4g15VeiqjX6sNyhs8MpxVzYztks1fG5ccAAAAAAAAAFqHhgQAAACgBQG/X+WZaVbHaBNbkrPD1/AEPJr+wXSVbC+RN+jt8PUOcveLfP/a4rhFAAAAAAAAANBKNCQAAAAALWioq+kcxzT8m90IKi0zo8PXmf7BdC0rXdbh6wAAAAAAAADovDp9Q4LH41FNTY1CoZDy8vLkdHb8p8EAAACARNUvvUqODv6Z2Bv0qmR7SYeuAQAAAAAAAKDz63QNCStXrtTf//53rVq1Sl9++aW83u+2h12+fLlGjhx5xJx//etfamhokCRlZWVp0KBBccsLAAAAxIPdCKl3Wr3OzqtS7T6/FPREXau+uuUjGCo9lXE9pqG9XHaXclNyrY4BAAAAAAAAHHM6TUPCmjVrdPPNN+vTTz8N3zNNM/zaMIxm5/71r3/VnDlzJEmZmZkqKyuTy+XquLAAAAA4Jvx08hRln3iiAv6gPly4Wds37lPQH7Iki2FL0y7DoQVVkh7cJmmbJTkS0YiiEXLZ+fkfAAAAAAAAiLdOcRjuY489pnPPPVeffvppuAnh4H9bakQ46Pbbb5fdbpdpmqqpqdHChQs7NC8AAACODe6sLGV2y9fapVXa9kVAZihdNnumJV+GEb9eY68/GLe12sNld2n08aM185yZVkcBAAAAAAAAjkkJv0PCc889p9tuu03Sd80HNptNp5xyinr16qXXX3/9qDWKioo0YsQILV++XJK0aNEijR8/vuNCAwAA4JgR8Ae1dV2l1THiqmq/r9mxhtKbFApkxDGNlGS3aentw+Ry2pvcz03JZWcEAAAAAAAAwEIJ3ZCwbds23XTTTU12Qbjzzjt17733Kjf3wBmwNputVbsk/PSnP9Xy5ctlmqaKi4s7LDMAAACOLQ01PsuOaYg3u9Om1MwkqbH5Z0KBDJn+nPiFkjRqYA+dkN0rrmsCAAAAAAAAOLqEbkiYPn26vF6vpAO7I7zwwgu66qqroqo1bNiw8Ouqqip98803OuGEE2KSEwAAADgW9BmSK8dhuxBYyeWwadSgfD10xRCrowAAAAAAAACIIGEbEnw+n/7+97+Hdz/45S9/GXUzgiQNGDBAKSkp8ng8kqSNGzfSkAAAAAC0gt1pU58huRr584FHfXbe1adqcLc+cUgl5aW7lJxADRIAAAAAAAAAmkrYhoQPP/xQ+/fvl3Rgd4QpU6a0q57NZlNBQYG2bNkiSdqxY0e7MwIAAAAtueyeU+XOcklLpkhfLYvfwtctkzIKY1YuNTOp1Tsj5LldKspJjdnaAAAAAAAAADqvhG1I2Lp1a/h1YWGh+vbt2+6aWVlZ4de1tbXtrgcAAAC0xJ3lUkamIW17VXI0xm/hbKeUnRK/9QAAAAAAAAAgApvVAZpTUVEh6cDuCD169Ih5/VAoFPOaAAAAwBHqy6VAHJsRHMmSOz9+6wEAAAAAAABAMxJ2h4SkpKTwa5/PF5OaVVVV4dfHHXdcTGq2l2maKi0t1eeff64dO3aourpaLpdL2dnZ6t+/v8444wwlJyfHdM26ujp98MEH+uqrr1RbW6uUlBT17t1bZ599tgoKCmK6FgAAAOJswBjJGdufHwEAAAAAAAAgGgnbkNCtWzdJB96w37lzZ7vr1dTU6Ntvv5VhGJKkvLy8dteM1r59+/TGG29o2bJlWrFihSorK5t91ul06kc/+pHuuOMO/eAHP2jXulu3btX06dP1yiuvRGzyMAxDP/jBDzRjxgwNHz68XWsBAAB0JF9dnWq3fhOXtWq2bonLOu3mSD7QjHDJ41YnAQAAAAAAAABJCdyQ0Ldv3/DrvXv3atOmTRowYEDU9d5+++3wMQ2GYeiMM85od8ZoTJ48WfPnz2/1rg9+v19vvPGG3njjDf385z/Xn/70J2VkZLR53VdeeUXXXnutGhoamn3GNE299957Ou+88zR16lT98Y9/DDdwAAAAJAJvdbXevONX2rG/ViFbF/g55dplUkaMdqhy50e9M4I36FWlp/km2cNVevZEtQ4AAAAAAACAY0vCNiScccYZys7OVnV1tSTp6aef1n//939HXe/hhx8Ov+7fv79lRxOsXr06YjOC3W5Xjx49lJ+fL7/fr2+//VY1NTVNnnn++ef15Zdfqri4WG63u9Vrvvrqqxo/fny4IeOgvLw8FRUVac+ePdq5c6dM05R0oDHhgQcekNfr1Zw5c6L4LgEAADrGm3f8Sts8dVJXaEaQDjQjZPe2bHlPwKPpH0xXyfYSeYNey3IAAAAAAAAA6JpsVgdojs1m0yWXXCLTNGWaph5//HF99tlnUdX6wx/+oDVr1kg6sDvChAkTYhk1allZWbr55pv11ltvad++fdq+fbvWrl2rdevWae/evSopKdGwYcOazPn44481adKkVq+xZcsWXXvttU2aEYYMGaIVK1Zoz549+uSTT7R9+3Zt3LhRl19+eZO5c+fO1cKFC9v1PQIAAMSKr65OO/bXWh2jS5n+wXQtK11GMwIAAAAAAACADpGwDQmSNH36dCUlJckwDHm9Xv3whz/U2rVrWz0/FArpN7/5jX7zm9+Ejx7IzMzUbbfd1lGRW+X444/X/PnztWvXLj3++OMaM2aM0tPTmzxjt9t13nnnqaSkRDfccEOTsb///e8qKSlp1Vq/+c1vtH///vD1GWecoZUrV2rEiBFNnhswYIBee+21I9aaOnWqAoFAW749AACADlG79ZuEOqbBFjKV0ecEq2NIkhr9QW2vamjT15aKfVqxrXU/UwIAAAAAAABANBL2yAbpwBv39913n/7rv/5LhmGovLxcQ4cO1YQJE3TNNdfotNNOk3TgiAHDMGSapqqrq7V582atWLFCTz75pL799tvwUQSGYWjOnDnKyMiw7HuaMWOGRo0apaSkpFY9b7fbNW/ePH366adNmjHmz59/RFPB4b744gu9/PLL4eukpCQ999xzzX7/hmHokUceUUlJib7++mtJB3ZY+Mtf/qJf/vKXrcoLAABwrOiZlqGk9HQ1ej2WZfD4gpry2jot31AubyB09AmHMJxVcveL7c4IZsihbNdxMa0JAAAAAAAAoPNK6B0SpAO7JFx99dXhpoNgMKjnn39eo0aNUk5OTvg50zR14YUX6rjjjtNZZ52le++9V6WlpeF5knTrrbdq4sSJVn0rkqQf/ehHrW5GOMhut2vq1KlN7r399ttHnffss882OarhZz/7mQYOHNjinOTkZP36179ucm/+/PltSAsAANC12UKmeqWk6+K5T1gdRVNeW6fFn5W1uRmhowTqBinJ7rI6BgAAAAAAAIAEkdA7JBz03HPPqVevXnrggQfC9w7d9eDwewcd3DXBMAzNnDlT06ZNi0/gDjBs2LAm13v37lVDQ4NSU1ObnfPmm282ub7++utbtda4ceN02223hY96WLNmjXbt2qWCgoI2pgYAAIiPS6+6Tpl9+oavAwFTjQ3BDlnLXdRLSWlueQOSt9Kj+urY7jLQWo3+oJZvKLdk7cOZIYcCdYPUWHaF1VEAAAAAAAAAJJBO0ZBgs9k0a9YsjR49WjNmzNCKFSsiPnewOeFgY4Jpmho2bJh+//vfH/GGfmeTnZ19xL2amppmGxI2bdqkzZs3h6/T0tJ09tlnt2qtg88uX75c0oF/x7feeotjGwAAQMLK7NNXud8fIr8vqBXPb9TWdZUK+jtq14DPO6hu21TUeTtsZ4SG0psUCrT+mDMzkC6ZTrkcNuWls0MCAAAAAAAAgAM6RUPCQcOGDdO7776r9evXa+nSpVq1apU2btyovXv3qqamRikpKcrNzVWfPn00YsQIjR49WmeeeabVsWNi586dR9w77rjmz+f917/+1eT6zDPPlMPR+v/d55xzTrghIVI9AACARLTi+Y3avHaP1TE6vVAgQ6Y/5+gPHmbUoHwlO+0dkAgAAAAAAABAZ9SpGhIOGjx4sAYPHqwpU6ZYHSVuVq1a1eS6d+/eSkpKavb5jRs3NrkeNGhQm9Y7/PnD6wEAACSagD+oresqrY5xTHI5bBo1KF8PXTHE6igAAAAAAAAAEkinbEg4Fj377LNNrseMGdPi85s2bWpyXVRU1Kb1Dn/+8HoAAACJpqHG14HHNLSd3WEoNbRb2r877mu/etNQdc9IbvGZ8oZdura4mfk3DlV+akGr18tLd7EzAgAAAAAAAIAj0JDQCSxZskQrV65scm/SpEktztmzp+lWxT179mzTmoWFhU2uKyoq2jQfAADgWNfHsVKOeZdasnb3jGQV5aS2+IwtKaXZsR5ZKSp0tzwfAAAAAAAAAI6GhoQEV1VVpRtvvLHJvUsvvVRnnnlmi/Pq6+ubXKelpbVp3cOf9/v98nq9crlcbapzuD179rS5uWHz5s3tWhMAACCe7PKqT/LHGpn5mNVRAAAAAAAAAMBSCd+QsGvXrvDrzMzMNr+xLkn79+9XTU1N+LqgoPXbz1opFAppwoQJ2rFjR/heZmamHn300aPOPbwhITm55S17D5eScuQn5urr69vdkDBv3jzNmDGjXTUAAADa6rJ7TpU7q4WfYwJe6clzDvy3nVLt1XIY/nbXAQAAAAAAAIDOLqEbEt5++22NGTMmfP3xxx/rtNNOa3OdjRs36qyzzgpfl5SUaPjw4THJ2JGmTJmipUuXNrn31FNPqaio6KhzGxsbm1wnJSW1ae1IjQcej6dNNQAAABKFO8uljNzmjyjQvj2SdsT3p2NHsuTOj+OCAAAAAAAAABBfNqsDtOTpp5+WaZoyTVPnnXdeVM0IknT66adr2LBh4Vrz58+PcdLYe/TRR/U///M/Te5NnTpV48aNa9X8w3dE8Pl8bVrf6z3y04Ft3WUBAAAALRgwRnLy8xUAAAAAAACArithd0jw+/165513ZBiGJGn8+PHtqjdhwgStXLlSkrRkyRKZphmunWheeukl3XHHHU3uTZo0SbNnz251Dbfb3eT68B0TjibSbgiH14zGzTffrLFjx7ZpzubNm3XppZe2e20AAICE4Eg+0IxwyeNNbnuDXlV6KltdprzBI8NZ1czYLtmSWtgRQlL5/vJWrwUAAAAAAAAA0UjYhoR169apvr5ekmQYhkaPHt2ueofO37dvn7744gsNHjy4XTU7wuLFizVx4kSZphm+d/nll2v+/PltaqA4vHlg//79bcpx+PMOhyMmOyR069ZN3bp1a3cdAACQGEJerwIVkd9ED/j9aqiridlaNVu3xKxWm1y7TMooiF09d36TnRE8AY+mfzBdJdtL5A0euUtVi6X6Rb5/bXF7AgIAAAAAAABAbCRsQ8KXX34Zfp2bm6uePXu2q17Pnj2Vl5eniooKSdKGDRsSriGhpKREY8eOVSAQCN8bNWqUFixYILvd3qZah7/pv2PHjjbN37lzZ5PrvLy8Ns0HAABdW8jjUdm0aaorXiHzsKOegoahz4ryVJ6ZppAtoU8Ia52MAim7d4eVn/7BdC0rXdZh9QEAAAAAAADAKgnbkHCwccAwDPXo0SMmNXv06BGuu3v37pjUjJXVq1fr4osvbnK0wtlnn63XX39dSUlJba43YMCAJtfbtm1r0/zDnz/xxBPbnAEAAHRdZdOmqXbJ0ohjnxXlqSw7Pc6JOodGf1AVdd81cPiCXq3YVmJhIgAAAAAAAADoOAnbkODxeMKvY3FUwOF12nqEQUf67LPPdNFFF4WPqJCk//f//p+WLFmitLS0qGoe3kCwYcOGNs3fuHFji/UAAMCxK+T1qq54RcSxoGGoPDO6n1+6Mo8vqCmvrdPyDeXyBkLh+4azSu5+bTumoaO57C7lpuRaHQMAAAAAAABAF5Cwe+hmZ2eHX1dWRj6XuK0OreN2u2NSs702bdqkUaNGad++feF7AwcO1Ntvv63MzMyo655yyilNrtesWdPkKIij+eCDD1qsBwAAjl2Bisojjmk4yOuwx/2YBlvIVEafE+K6ZltNeW2dFn9W1qQZIVGNKBohl91ldQwAAAAAAAAAXUDCNiTk5eVJkkzT1LZt21RbW9uuejU1Nfr2229lGEaT+lb69ttvdcEFF2jPnj3he3369NHy5cvbne/EE09U3759w9f79+/Xhx9+2Kq5+/fv10cffRS+NgxDP/7xj9uVBwAAoKP0TMtQUnriHhHR6A9q+YZyq2Mclcvu0ujjR2vmOTOtjgIAAAAAAACgi0jYIxtOPvlkSQfeDA8Gg1q8eLGuuuqqqOv94x//UDAYDNe0+giCsrIynX/++dqxY0f4XmFhoYqLi1VYWBiTNS6++GLNmTMnfP3MM89o+PDhR5338ssvNzk+4vTTT1dBQUFMMgEAAMSKLWSqZ1qGLp77hNVRWlRR541qZ4SG0psUCmS0eV6S3aaltw+Ty2lv07zclFx2RgAAAAAAAAAQUwnbkDBgwAD17NlTO3fulGmamjFjhq688ko5HG2P7Pf79bvf/U6GYcg0TXXr1s3SIwiqqqo0atQobdmyJXwvLy9Py5cvV58+fWK2znXXXae5c+fKNE1J0t/+9jf9+te/1sCBA5ud09jYqNmzZze5d/3118csEwAA6NoKH5kjPTU34thPJ0+ROyurVXUCAVONDcEWn3EX9VJSmlvegOSt9Ki+OvIxEp1VKJAh05/T5nmjBvbQCdm9OiARAAAAAAAAALRNwjYkSNK4ceP08MMPyzAMbd68WRMnTtSLL77Y5joTJ07U119/LenA7ghXXnllrKO2Wl1dnUaPHq0vvvgifC8rK0vvvPNOi40C0Rg8eLCuvPJKvfzyy5Ikn8+niRMn6t1331VGxpGftjNNU3fccUf430qSTjjhBF133XUxzQUAALouR27zx05ln3iiMrvltzjf7wtqxfMbtXVdpYL+o+0q8HkUCbsul8OmUYPy9dAVQ6yOAgAAAAAAAACSErwh4T//8z/15JNPqqGhQaZp6m9/+5vKy8v1zDPPqHfv3kedX1paquuvv17vvfdeeHeElJQU3XfffXFIH9nFF1+sNWvWNLl31113qbKyUu+++26bap122mnKzs5u8Znf//73+sc//qGGhgZJ0po1azR8+HDNnTtX5513Xvi5r776Svfee68WLlzYZP7s2bPldDrblAsAACBaK57fqM1r98S+cO1Oyd7CzzS1u2K/ZivMu/pUTV0deezVG4cqP7X1x2blpbuU3MZjGgAAAAAAAACgIyV0Q0Jubq4eeOAB3XLLLeGGghUrVqh///768Y9/rDFjxuj0009Xt27d5Ha7VV9frz179mjt2rVasmSJFi9erGAwGD6ywDAMzZ49W/n5LX8yryO99957R9ybPn16VLVKSkqaNBVE0q9fPz3zzDO66qqrwv8O69at04gRI5SXl6devXppz5492rFjR3j8oFtvvVVjx46NKhsAAEBbBfxBbV1X2THFnx0tOSo6pnY75LldzY71yEpRoTs1jmkAAAAAAAAAILYSuiFBkm6++WZt2LBB8+bNk2EYkqRAIKBFixZp0aJFLc41TVOGYYSbGW699Vbdcsst8YidUH72s5/JNE1df/318ng84fsVFRWqqIj8h/l77rlHDz74YLwiAgAAqKHG14pjGtrOLq9S7dUxrwsAAAAAAAAAaJnN6gCt8dhjj+mhhx6S3W4PNxlIBxoOmvuSFG5EcDgcmjNnjubOnWvlt2Gp8ePHa/369brqqqtaPIJh+PDheu+99/TQQw+F/50BAAA6sz7JH8th+K2OAQAAAAAAAADHnITfIeGgu+++WxdccIFmzZqlhQsXKhT67tNzh75xfrAZwTRN2e12jR07Vvfdd58GDx4c98yRHH4sQjydcMIJevHFF/XEE0/on//8p77++mvV1dUpOTlZvXr10jnnnKPCwkLL8gEAAMSSXV71Sf5YIzMfi76II1lyW3fcFwAAAAAAAAB0Zp2mIUGShgwZoldeeUU7d+7Uu+++q1WrVmnLli2qqqpSXV2d0tPTlZOTo/79+2vYsGG64IIL1KNHD6tjJ5yMjAyNGTPG6hgAAACtdtk9p8qd5Wr5odqd0rOjw5ep9ur274wwYIzkTG5fDQAAAAAAAAA4RnWqhoSDCgsLNXHiRE2cONHqKAAAAIgDd5ZLGbkpLT9kd0qOitgs6Eg+0IxwyeNNbnuDXlV6KttUqrzBI8NZFXGs0rMn6ogAAAAAAAAAkOg6ZUMCAAAA0CbXLpMyClr/vDu/yc4InoBH0z+YrpLtJfIGvW1e3t0v8v0pH7a5FAAAAAAAAAB0GgnbkLB06VL99re/DV8/8MADGjFihIWJAAAAElPA59P+6n1xW89fVakGZ+QfI+urq+OWo00yCqTs3lFPn/7BdC0rXRbDQAAAAAAAAADQ9SVsQ8L69eu1du1aSVJKSoqGDh1qcSIAAADrhLxeBSqaHhXg9/lU/PJz+mb9OgUD/vgGGtTMm/uPP89PUV8AACAASURBVBTfHB2g0R9URd13uyD4gl6t2FZiYSIAAAAAAAAA6JwStiHBMIzwf3v16qXk5OSjzAAAAOh6Qh6PyqZNU13xCpnepkcF/H+9uqksO92iZF2PxxfUlNfWafmGcnkDofB9w1kld7+2H9PQHi67S7kpuXFdEwAAAAAAAABiLWEbEgoKvjvjNz2dP7QDAIBjU9m0aapdsvSI+0HDUHlmmgWJuq4pr63T4s/KrI4hSRpRNEIuu8vqGAAAAAAAAADQLgnbkNC793fbAO/evdvCJAAAANYIeb2qK14RcczrsCtks8U5UfQcziSlZWVbHaNZjf6glm8otzqGXHaXRhSN0MxzZlodBQAAAAAAAADaLWEbEoYOHapu3bppz5492rlzp7Zu3ao+ffpYHQsAACBuAhWVRxzT0Fn1Pf0sOZKSrI7RrIo6b5NjGlqrofQmhQIZUa2ZZLdp6e3D5HLaw/dyU3LZGQEAAAAAAABAl5GwH6uz2Wy6+uqrw9ePPPKIhWkAAAAQDYczSQOGDtMPf3W71VE6RCiQIdOfE9XXqO8N1AnZvVToLgx/0YwAAAAAAAAAoCtJ2B0SJGnatGlasGCBdu/erXnz5un888/XT37yE6tjAQAAJLT/2LxTyb5A3NYzXElKO/tsdbvnHtmSk5uMpWVlJ/TOCFZwOWwaNShfD10xxOooAAAAAAAAANChErohIScnR4sXL9bo0aNVWVmpsWPH6te//rWmTp2q1NRUq+MBAABYpvCROdJTcyOODfjL/yojJzduWRx5ubK5jvxkf8AfVEONT5KnVXXqqxPzeIp5V5+qqasjj71641Dlpxa0qV5eukvJhxzTAAAAAAAAAABdVUI3JHz44YeSpLlz5+ruu+9WeXm5fve732nOnDn6yU9+ojPPPFN9+vRRRkaGnE5nm2qfffbZHREZAAAgLhy5ec2OObt3V1K3/PgE8TdK9bulhkNu+UJa8fcKbd2wX8GAGZt1andK9qP8vFe7KzZrHSbP3fwxCj2yUlToplEWAAAAAAAAACJJ6IaEc889V4ZhhK8Nw5Bpmqqrq9OCBQu0YMGCqOoahqFAIH7bGAMAAHQ5vgZp0WRp0xIp0NhkaEX1XdrcOCy26z07WnJUxLYmAAAAAAAAAKBDJXRDwkGmaYYbEw5tUDDNGH3iDgAAAG2zaLL0xcIjbgdMp7Y2nmlBIAAAAAAAAABAokn4hoSDTQc0HwAAACQIf+OBnREiaAhmKajmjziIhl1epdqrY1oTAAAAAAAAANDxErohYdq0aVZHAAAAwOHqy484pqEj9Un+WA7DH30BR7Lkzo9dIAAAAAAAAABAqyR0Q8Lvfvc7qyMAAADAInZ51Sf5Y43MfKx9hQaMkZzJsQkFAAAAAAAAAGi1hG5IAAAAQNdxWc59ctsqW/186v/P3v1H2V3Vd6P/nF9zZiYzk2QyyZCEkAZ4bIwKKihYWp4nUPTSJUK9IBZYKLeuitK1qIp6a3zwQqGtILWxVmSpvWLV4oOlsh5FUANURIyCCkVivImEn2HIkEwyv8/P+wc6MnBOMj/OnDM/Xq9/mPPd3733OywWk5V5Z+9UX9WTEUYTEb2p1MEXSGUjjtwYceqmiIGnDvpqz9BwJDJ7K471Dj87obwAAAAAAIynkAAAQO2cc2PE9aMVh9re9eXoWJqZ1vLDhZG4/Oeb465ntsZoKXfoCSP/FfG//3RCa7cdXfn5B384iYAAAAAAAIxRSAAAqJFCLheDfftqtl5+b28MZSr/dm2gr69m+9RUe3dEPF55rGN1xNKWaS1/+X9+MG5/+p5prQEAAAAAQH0oJAAATFN+dCTuuH5z7Lx/axTyE/hb+5OxYW3l5/98bW33mQNGi6Nx1xN3NToGAAAAAAATNGcLCQ899FBs27Yt9u7dG/v3749SqRQXXHBBHHHEEY2OBgAsMHdcvzm23+dv7c+03uHeGC1Wvg6iEbKpbHS1dDU6BgAAAADArDWnCgkPP/xw/MM//EN84xvfiP37979k/MQTT6xYSPjEJz4Rv/rVryIi4ogjjoiPfvSjM54VAFgYCrlc7Lx/a6NjLAij+WKjI4yzcc3GyKayjY4BAAAAADBrzYlCQj6fj8suuyw+/elPR0REuVx+yTuJRKLq/K6urvjQhz4UiUQiEolEXHjhhU5SAABqYrBvX+2vaZiGdKYpFi1Z2ugYM2Lv4Oz495xNZWPjmo1x5UlXNjoKAAAAAMCsNusLCcPDw3HaaafFfffdF+Vy+SXFg0QiUbGg8ELnn39+fOhDH4re3t6IiPjyl78cH/nIR2YsMwBAoxx1/AmRbmpqdIy6G9p1cZQKHTVf99T1K+KKM1857llXS5eTEQAAAAAAJmDWFxLOP//8+OEPfzhWREgkEvHmN7853vjGN8aaNWvirLPOOuQamUwmzjrrrPj85z8fERG33367QgIAUBOl3Oz4W/vpTFMcdfwJ8ab3XNroKA1RKnREOd9Zs/Wy6WSctqE7rj372GhpStVsXQAAAACAhWRWFxK+9a1vxTe+8Y2xMsJRRx0VX//61+PYY48d997Brmv4rbe85S3x+c9/PsrlcmzdujWGh4ejpaVlRnIDAAtHce/eqmMn7ngqmnOFmu+ZyDbFum98I5IvOAlh0ZKlC/JkhN/6zPmvjVeuWFez9Za3Z6M5o4gAAAAAADAds7qQ8Dd/8zcREVEul6O7uzvuvvvuWL169ZTWet3rXjf2daFQiG3btsVrX/vamuQEAKikOVeI1nztCwkd//2kWLqoFBEjv3s4uDtisOZbVXbg6TptNHHL27KxprO10TEAAAAAAHiBWVtI6OnpiZ/85Cdjpx9ceeWVUy4jRER0d3fH8uXLY8+ePRERsX37doUEAGDOKCbTkW9uj0WHjcai9i1x4LrvNTjR8opPB/bXvoABAAAAAMDcNGsLCffee2+Uy+WIiMhkMnHeeedNe82urq6xQkJvb++01wMAOJjVmz8ZnS97+bTWKHzzw/GfD/9+PFY4PoqRff7hvhqEmyk3zL7TEwAAAAAAaIxZW0jo6emJiIhEIhFHH310LFq0aNprdnR0jH09MDAw7fUAAA4m3bU8mg6f+glPkR+Ju7avj18X/qB2oQAAAAAAoE6SjQ5QTV9f39jXLywSTMfQ0NDY183NzTVZEwBgphT27Y5Hh49rdAwAAAAAAJiSWVtIWLp06djXBw4cqMmau3fvHvu6q6urJmsCAMyUoYHi765pmONSmWS0Lm5qdAwAAAAAAOpo1l7ZsGLFioiIKJfL8etf/zry+XxkMpkpr7djx47o7e0d+7xmzZppZwQAYGIOe8Wi6Bl9JmJ06mv0Dj9bu0AAAAAAAMy4WVtIOP7448e+zuVyceedd8ab3vSmKa/31a9+dezrpqamOPHEE6eVDwCAQyskcrGr8+H4fNNXo/Dv+UbHAQAAAACgjmZtIeGII46Il7/85fHLX/4yIiKuueaaKRcSenp64lOf+lQkEomIiDjppJOiubm5ZlkBAOrtT9+9KtrWrJ3xfUYLpdg7OLljDa7/r0/Ej3vujYiIoaYDUUwWZiIaAAAAAACz3KwtJEREvOtd74oPfOADERFx9913x8c//vH48Ic/PKk1BgYG4pxzzom9e/dGREQikYhLL7205lkBgLmhkMvFYN++mq030NdXs7Umo21xOjq6WmZs/eFcMT749Qfju4/0xGihNPGJiXy0vezbkWhWQgAAAAAAWOhmdSHhkksuic2bN8cTTzwR5XI5PvKRj8TTTz8dV199dbS1tR1y/pYtW+LSSy+Nbdu2jZ2OcNxxx8UZZ5wx09EBgFkmPzoSd1y/OXbevzUK+Vyj48x6H/z6g/HNh3ZPel4i3R+JOp+IUC6lY2l2WV33BAAAAADg0GZ1IaGpqSn+7d/+LU499dQYHR2Ncrkcn/70p+OLX/xinHnmmXHcccdFRES5XI5EIhG33357PPTQQ7Fjx4648847Y/v27WNj5XI5li5dGv/2b//W4F8VANAId1y/Obbfd0+jY8wJI/lifPeRnkbHmLBC/4ZoSmUbHQMAAAAAgBeZ1YWEiIg3vOEN8dWvfjXOO++8GB19/v7i/v7++MpXvhJf+cpXxt4rl8tx3XXXjfscEWNlhPb29rj55pvjqKOOqu8vAABouEIuFzvv39roGHPGnv7RyV3T0CDlUjoK/RuivOdtsbxdIQEAAAAAYLaZ9YWEiIizzjortm7dGueee2788pe/HLt+ISLGff3CEsJvn5fL5Vi/fn3ccsstsX79+voGBwBmhcG+fXW/piFZKkVr++K67jnbDe26OEqFjpqtVy60R5Qz8eZjVkZzJlWzdQEAAAAAqI05UUiIiHjVq14VDz30UNx0002xefPmeOCBB6q++9tiwvr16+ODH/xgXHjhhZFK+UNqAKB+uvcPRjqTaXSMWaVU6IhyvrNm62XTyThtQ3dce/axNVsTAAAAAIDamTOFhIiIdDodF1xwQVxwwQWxZ8+euOeee2Lbtm3x3HPPRV9fX7S2tkZXV1esW7cuNm7cGEcccUSjIwMAC0yyVIru/YNxzBN7Gh1lRtx88RvisI7mquM9Q0/HRVuqzH33G6K7dVXNsixvzzoZAQAAAABgFptThYQXWr58ebz1rW9tdAwAYA4o5apf13DijqeiOVeo2V7ZQjFSvzmtaT46rKM51nS2Vh1PNrVUHVu5pCVWt1WfCwAAAADA/DJnCwkAABNV3Lu36lhzrhCt+doVEn4r0dQU6fRQxL7Hpr5If0/tAgEAAAAAQJ0pJAAATFAxmY5cU8eE3m1bNRIDnz59WvsNlLoi4m+ntQYAAAAAADTKrCskPPLII/Gd73wn/uu//it6e3ujUCjEsmXLYt26dXHKKafEH/7hH0Yq5a5gAKB+islMbFt/QfQuOyZKqaaJT+yduUwAAAAAADDbzZpCwsMPPxwf+MAH4nvf+17Vd6666qpYt25dXH311XHuuefWMR0AMKcVclWHVp+0Nzrbhg86fcvI++LZwvG1TgUAAAAAAPParCgk3H777fG2t70tBgcHo1wujz1PJBIREeOe/frXv47zzjsvHnjggbjmmmvqnhUAmING9lYdSjeXoqmtWHW8UM7EYwOzsIzQ2tXoBAAAAAAAcFANLyTs2LEjzj777BgaGoqI8SWESuWE345dd911cfTRR8df/MVf1DcwALCgDBWXRDGyjY4xTipZiNZl7RN+f7Q4Gr3DE78/omdoOBKZyiWOnqGnI9nUUn3uYM+E9wEAAAAAYH5reCHhPe95TwwNDY0rIiSTyXj1q18dRx55ZGQymXj66afjJz/5SQwPD0cikYhEIhHlcjkuu+yyOPvss6Ozs7PBvwoAgPpZ9+ruSGdSh3xvuDAcl997edz1xF0xWhyd1B5tR1d+ftGWSS0DAAAAAMAC1tBCwrZt22LLli1jBYOIiPPPPz/+/u//PlavXj3u3eHh4fjUpz4Vl19+eRQKhYiIGBwcjBtvvDHe97731T07ADBP/Ml1Ea87qfr4vnzENY/XL89BJNOJOOzlnfGytxwZT+wdOuT7f//Apvj+09+rQzIAAAAAAHiphhYSbr755rGvE4lEXHrppfEP//APFd9taWmJD3/4w7Fhw4Y466yzxk5U+Pd//3eFBABg6tqWRSxdW328OBwRlQsJf3rZa6Ntycxe5zCSL8XfffuRuOf/6419pVIUnxiK+McnDz0xkY+2l90dieSMxgMAAAAAgKoaWkj4yU9+EhHPX9Nw+OGHxzXXXHPIOWeccUace+65cdNNN0VExM9+9rMolUqRTPrTdgCYLwq5XAz27avZegMHDtRsrRdqW5KNjq6WGVn7tz7y1Z/GN3/17PMfEhOfl0j3RyJZmJlQU5BNZaOrpavRMQAAAAAAqKOGX9kQ8fzpCG9/+9sjnZ5YnHe+851jhYSRkZHYtWtXHHnkkTOWEwCoj/zoSNxx/ebYef/WKORzjY7TcCP5Ynz3kZ5Gx6iJjWs2RjY1s6dJAAAAAAAwuzS0kLBv3+/+5uNrX/vaCc877rjjxn3u6+urWSYAoHHuuH5zbL/vnkbHmDX29I/GaKHU6BjTkk1lY+OajXHlSVc2OgoAAAAAAHXW0ELC/v37I5F4/uzhZcuWTXje0qVLIyLG5vb399c+HABQV4VcLnbev7XRMRaEoV0XR6nQMel5p65fEVec+cpJzelq6XIyAgAAAADAAtXQQkKpVBorFaRSqQnPSyaT4z4Xi8Wa5gIA6m+wb1/dr2lIlkrR2tZW1z1ng1KhI8r5zgm/n00n47QN3XHt2cdGS9PEf88GAAAAAMDC1tBCAgCwcJVGR6Owp3fsc35v70Henhnd+wcjnZ6bvx26+eI3xGEdzVXHe4aejou2VJn77jdEd+uqCe+1vD0bzRlFBAAAAAAAJmdu/gk8ADBnlYaHY/emTdG/5c4oj46OPR/KpCM2rK1LhmSpFN37B+OYJ/bUZb+ZcFhHc6zpbK06nmxqqTq2cklLrG6rPhcAAAAAAGpBIQEAqKvdmzbFgdu+Pak5J+54KppzhZplyBaKkSqXa7YeAAAAAADwUrOmkPDggw9O+cjkqcw9+eSTp7QXADB1pdHR6N9y56TnNecK0ZqvXSEBAAAAAACYebOikFAul+Oyyy6b0ryImPTcRCIRhYIfagBAvRX29I67pqHREqlypDs7Gx0DAAAAAADmpVlRSEgkEmPlgsnM+a3JzgUA5paR7JJIpEo1X7dt1UgMDCUieoervjPQN3sKFAAAAAAAMJfMikJCxPiCwUzOVV4AgAYqTO2H+z99zfsjmVpc4zC/cc3jEfH4zKwNAAAAAAALWEMLCUccccS0iggAwBwztKfq0OqT9kbsW1vHMNP3zFBP9A9kZmz9nqHhSGT2Vhl7OpJNLdXnDvbMVCwAAAAAAJiQhhYSdu3a1cjtAYDZJJtsdIJJe+e33xH9zZULA7XSdnTl5xdtmdFtAQAAAABg2uben/wDAPPSSLmj0REmpZDIxVDTgUbHAAAAAACAWUshAQCYHTZuanSCSdnV+XAUk4VGxwAAAAAAgFmroVc2AACMaV3a6AQTUkjkYlfnw3H3UV9tdJQpyaay0dXS1egYAAAAAAAsAAoJAMCs96a/eGUctu7wGVt/tFCK0zd/P3KF8kvGEpm+WLT2hrHPQ00H5vTJCBvXbIxsKtvoGAAAAAAALAAKCQDAlBVyuRjs2zfh9/N9fTGUqfzbj/JAf9V5izqaoqOrZdL5JuqJvUPRWy5FpF46lkgVo9S8d8b2rpdsKhsb12yMK0+6stFRAAAAAABYIBQSAIBJy4+OxB3Xb46d92+NQj43uckb1lZ+/r++NP1gdTa06+IoFTrqvu+p61fEFWe+clJzulq6nIwAAAAAAEBdKSQAAJN2x/WbY/t99zQ6RsOVCh1RznfWbb9sOhmnbeiOa88+NlqaKhznAAAAAAAAs4hCAgAwKYVcLnbev7XRMermM+e/Nj5U5Zd787vfEN2tq+qWZXl7NpoziggAAAAAAMwNCgkAwKQM9u2b/DUN05KKlo4lddxvvOVt1a85WLmkJVa3tdYxDQAAAAAAzB3JRgcAADiYZOboSGeaGh0DAAAAAACYJCckAMA8VxodjcKe3pqtl99bu7UOLhXJzNGRWfTGOu0HAAAAAADUkkICAMxTpeHh2L1pU/RvuTPKo6M1W3cok47YsLbi2Ik7normXGFK6y77xDXxv78+MvY5kVwUiYTfqgAAAAAAwFzlT/kBYJ7avWlTHLjt23XdszlXiNb81AoJ7YuXRDI1XONEAAAAAABAoyQbHQAAqL3S6Gj0b7mz0TEAAAAAAIAFzAkJADAPFfb01vSahplQTKYj19QRERGJZDlGFh0REdsnNHe0OBq9w701y9IzNByJzN6KY73Dz9ZsHwAAAAAAWEgUEgCAuiomM7Ft/QXRu+yYKKWafjfwz4cuIwwXhuPyey+Pu564K0aLtS1ctB1d+fkHf1jTbQAAAAAAYMFQSAAA6mrb+gvi2RXHT2rO7v3DsT9Zjr9/YFN8/+nvzVAyAAAAAACglhQSAGCBWfuVL0e6+7Apzz/w+MMRm/+p4tjnT35zPJ2qvnaynIiN+Q2RmuSe53z2R3EgnYu2l90dieQkJwMAAAAAAA2hkAAAC0y6+7BoOnz1lOdnhnuqju1sOTx+lf69quMdxUT8cX5yjYJ8lGMwWY5Euj8SycKk5s6kbCobXS1djY4BAAAAAACzlr9jCABMSq5Yqut+OzLFKCbquuWEbFyzMbKpbKNjAAAAAADArOWEBABgUvYN5euyTz7KsSNTjNtb67PfRGVT2di4ZmNcedKVjY4CAAAAAACzmkICACxghVwuBvv2TWrO8P6+Gcny1bbR6E+Uxz4PJssTPhlhaNfFUSp01DzTqetXxBVnvnLcs66WLicjAAAAAADABCgkAMAClB8diTuu3xw7798ahXyu0XEiIqI/UY4DqfKhX6ygVOiIcr6zZlmy6WSctqE7rj372GhpStVsXQAAAAAAWEgUEgBgAbrj+s2x/b57ar7ulWe+Mla/4nVVx4f2jcT3rv15xbGbLz4xWpc2V53bM/R0XLSl8tjN735DdLeumlTWg1neno3mjCICAAAAAABMh0ICACwwhXw+dt6/dUbW7lzUFGs6W6uOHyhVv4Nh5eKW6OhsqTqebKo+tnJJS6xuq74vAAAAAABQf8lGBwAA6muof/+MXNOQThSjpb295usCAAAAAABzk0ICAFATR7XvjVQm0+gYAAAAAADALKGQAAALzcAzNV0unSjG73fsiTet/FVN1wUAAAAAAOa2dKMDAACHVhodjcKe3gm/X+g5SOngf70zIo6rOHTu2gejPT06qWyL0rlIJ8uTmgMAAAAAAMx/CgkAMIuVhodj96ZN0b/lziiPTq4oMBXt6dFY3DTz+wAAAAAAAPOfQgIAzGK7N22KA7d9u9ExAAAAAAAAJk0hAQBmqdLoaPRvubOhGUYTEb2p1MTeLWdibxSiPPBU1XcGh/JVx54Z6on+gUzV8Z7BngnlAAAAAAAAZgeFBACYpQp7eid0TUMxmY5cU8eE1kwkyzFc/Wf+MVBcFolCPkYSifhk55K4r6U5conkRCNH3PHegw4vyi2Js+LSimPv/PY7or9578T3AgAAAAAAZjWFBACYo4rJTGxbf0H0LjsmSqmmCc8r9e2PiC9UHLtl799GMrU4IiIO3xNxTi2CAgAAAAAAC5JCAgDMUdvWXxDPrji+0TEAAAAAAAAqmsQZzADAbLH6xn+N51a9rtExZoVsKhtdLV2NjgEAAAAAALyIQgIAzEH5RV1RLJQbHaNmColcDDUdmNLcjWs2RjaVrXEiAAAAAABgulzZAAA03K7Oh6OYLExqTjaVjY1rNsaVJ105Q6kAAAAAAIDpUEgAgDmgmEjEaDo19rm/77koFfdPbbHyQI1STV8ynYiVr2yLN7/t3Lis6c8mNberpcvJCAAAAAAAMIspJADALFZMJOKhNcujZ/GiKCVfcNPSP31sRvbbcP7R0dyViQ/e++6K49eedEN0tawY96xzUTay6andAtW6uCnSmdShXwQAAAAAAOYchQQAmMUeWrM8di9tr9t+q1e3R/vKTPQ/sLfi+O/9XnusbuusWx4AAAAAAGDuUkhYYEZGRuKHP/xh/PKXv4x9+/ZFU1NTHH744XHCCSfEkUce2eh4ALxAIZ+PnsWLGh0DAAAAAABgShQSGuypp56KH//4x7F169b48Y9/HPfff3/09/ePja9duzZ27do17X327NkTV1xxRXzxi1+MwcHBiu8cd9xx8T//5/+MM888c9r7ATB9Q/37x1/TMMMKiVQ0dyyJiMrfJwAAAAAAACZDIaEB7r333rjuuuti69at8fTTT8/4fnfffXecc8450dvbe9D3HnjggTjrrLPiwgsvjM997nPR1NQ049kA5pX8SMRAT+3WG3imdmtNwK9b10Uq0xQKCQAAAAAAQC0oJDTAT37yk/iP//iPuuz1gx/8IP7kT/4khoeHxz1fsmRJrFu3Lvbt2xdPPPFEFIvFsbEvfelLMTAwEF//+tcjkUjUJSfAnJYbirj1kojtt0UURmq3bl9rRBxXu/WqKCRS8evWdbGl63/ER2d8NwAAAAAAYKFQSJhl2traYmBgoCZr7du3L84999xxZYS1a9fG5s2b4y1vectY2eDJJ5+Mq666Km644Yax92655Zb45Cc/Ge9///trkgVgXrv1kohf3FLXLU/veiK25P6fimNv7fxItKWeqzq35+xb4//8yq6xz0Op1igm/ZYAAAAAAACoLT99aKD29vY47rjj4nWve128/vWvj9e97nXx6KOPxsaNG2uy/rXXXjvuSoh169bFD37wg1i1atW49w4//PD47Gc/G0cccURs2rRp7PmVV14ZF110USxdurQmeQDmutLoaBT2vOj6m8JoxAO3RxRSNd+vMJKsOtaaKkQytbjiWHsmHx3p0apzBzs7oz+zd9r5AAAAAAAADkYhoQHOOOOMeOMb3xjr16+PZHL8D5seffTRmuyxZ8+e+Kd/+qdxzz73uc+9pIzwQn/9138dd9xxR3z/+9+PiIj9+/fHJz7xibj66qtrkglgrioND8fuTZuif8udUR6t9IP+JTOy71AmHbGh8ti+VPWywjPpVPSnqxQkUtnYHYVIVCkk9Aw9Hcn8gclGBQAAAAAAeAmFhAY46qijZnyPm266adzVDyeffHKceuqpB52TSCTiYx/72Lj3/uVf/iWuuuqqsesdABai3Zs2xYHbvt3oGONcvawzNj5ZeeydKw+L/uam6pP/8+3RdnTloYu2TD8bAAAAAABARET1v17JnHbrrbeO+/znf/7nE5q3cePGWLdu3djnZ555Jn70ox/VNBvAXFIaHY3+LXc2OgYAAAAAAMCcbCnrbwAAIABJREFUo5AwDw0MDIxdu/Bbb3zjGyc0N5FIxB//8R+Pe/bNb36zZtkA5prCnt4q1zQ0VjHd0egIAAAAAAAAB6WQMA/94he/iHw+P/Z53bp1cdhhh014/kknnTTu889//vOaZQOgNk7Z+X/Vfc9sKhtdLV113xcAAAAAAJibFBLmoW3bto37vGHDhknNf/H7L14PgIVp45qNkU1lGx0DAAAAAACYI9KNDkDtbd++fdznNWvWTGr+i99/7LHHYmRkJJqbm6edDWA+WfuVL0e6pRDxL6dXHO/5s3+Nd/zgw1Nef9FQU/yPWXBITTaVjY1rNsaVJ13Z6CgAAAAAAMAcopAwDz377LPjPh9++OGTmt/d3R3pdDoKhUJERJRKpXjuuedi9erVNcm2Z8+eSc3ZsWPHtPcFmAnp7sOiaVEhoq1YcTx52PLYsyRRcezG/+PG6F7UfdD1f/nzx+LnP//bSWXKRzmefeJdUay8bUVNqWT80X/rir8+/eXR3JR6yXhXS5eTEQAAAAAAgElTSJiHBgYGxn1etGjRpOYnEoloaWmJ/v7+qmtO1Wc+85m44oorarIWwGxTKCVisNA09nlgb1+0Db30B/wREYuGU9GWOPi34dbRSbQKfmPtq7rirj97w6TmLG/PRnOmck4AAAAAAICpUkiYh15cHpjKVQszVUgAmI/ypWTcsftlsbO/MwrlF/xg/6pPxdlR+ZSab969qaYZUplkrDu2K0658OWRqXDKAQAAAAAAQL0pJMxDIyMj4z43NTVVebO6bHb80dzDw8PTygQwn92x+2Wx/cDyuu55/Hn/LV7xqqPGPrcuboq0Uw4AAAAAAIBZRCFhHnrxiQi5XG7Sa4yOjh50zal673vfG+ecc86k5uzYsSPOOuusmuwPUGuFfD529nfWfd/m9kx0dLXUfV8AAAAAAICJUkiYh9ra2sZ9fvGJCRPx4hMRXrzmVK1YsSJWrFhRk7UAZoPB/QfGX9NQF6nIti2u854AAAAAAACTo5AwD724PDA4ODip+eVyecYKCQAzLj8SMdBTu/UOPHOQsScjRvfWbq8JSmaOjlRm8tfxAAAAAAAA1JNCwjz04hMInnzyyUnN7+npiUKhMPY5mUxGV1dXTbIBzJjcUMStl0Rsvy2iMPmTYaoaSEVEd+Wxfzk9oikdEa+v3X4HlYpk5ujILHpjnfYDAAAAAACYOoWEeej3f//3x31+/PHHJzX/xe+vXbs2mpubp50LYEbdeknEL25pdIpxTv3Ld8Z7Hr6q4tgXT78xDms97KDzf/14X/zghkfGPieSiyKR8K0bAAAAAACYG/xUYx5av379uM+PPPJIlTcr27Zt20HXA5h18iPPn4xQA6OJiN5UauxzKZ2s+m5POhlD6VTV8cHmQgy0FiuOtXV1xeK2Kicv/EZrfyaSqcWHSAwAAAAAADA7KSTMQ694xSsik8lEPp+PiIhdu3bF7t27Y+XKlROaf++99477/OpXv7rmGQFqaqBn2tc0DCcScXlXZ9zV2hKjyd+VEJb3leOfo3Kp4B0rD4vhpnScvb3ympfd//cRrdOKBQAAAAAAMGcpJMxD7e3tcfLJJ8eWLVvGnn33u9+NCy+88JBzy+VyfO973xv37Iwzzqh5RoBGKRUjCsMvPdXgmmVL4oFCa3QciIgojz3v7J+ZHLv7hqOUGzroO3v6R2dmcwAAAAAAgDpQSJin3vKWt4wrJHzhC1+YUCHhrrvuikcffXTsc3d3d5xwwgkzkhGgnkqFROz+8ZLof6o5ysXES8bfFhFvq3ISwkw454b7opzvPOg7HcVEvDua65QIAAAAAACgtqpfjM2c9va3vz0WLVo09vn73/9+3HnnnQedUy6X44orrhj37KKLLopk0n8mwBx20e0Rlz4Uu/veHgceb6lYRqi3cikd5UJ7o2MAAAAAAADMKCckzFMrVqyIv/zLv4yPf/zjY8/e9a53xQ9+8INYtWpVxTl/93d/F9///vfHPi9evDg++MEPznhWgBnVsSpKrYdF/z0/mtDrxWQ6ck0dE3q3NZeKZLl6aWvR6JJIJMsveZ7vXx/JQtMh128vN748AQAAAAAAMFUKCQ1y7733xvDw8EueP/jgg+M+j4yMxPe+972Ka6xatSo2bNhQdY8PfehDceONN8YzzzwTERGPPvpo/MEf/EF86lOfijPOOCMSied/0PXkk0/GVVddFTfccMO4+Zs2bYrOzoMfJw4wFxT29EZ5dPSg7xSTmdi2/oLoXXZMlFKHLgtERJy+M6JU3B+5+ELF8TN/cWkkU4snnXciOhdlZ2RdAAAAAACAWlFIaJDzzz8/HnvssUO+19PTE6eddlrFsXe84x3xxS9+serczs7O+NrXvhZvetObYmRkJCIiHnvssTjzzDNjyZIlsW7duujr64vHH388isXx96afeeaZcdlll038FwQwx21bf0E8u+L4RseYsGzadToAAAAAAMDs5qcZ89zJJ58c3/rWt15y0kFfX1/87Gc/i0cfffQlZYTzzjsvvva1r42doAAw3xWT6ehddkyjYwAAAAAAAMwrTkhYAE455ZR45JFH4oorrogbb7wxhoaGKr73mte8Jj760Y/GW9/61jonBJicQi4Xg337fvdg/3MRuSpXGPQ+F/nhVAxlKn/LW735k7G7VI7C1wYiii+9SueQygOTnzNNqUwyWhdP7FoJAAAAAACARlFIaJBdu3bVdb/u7u74zGc+E9ddd1388Ic/jG3btkVfX180NTXF6tWr44QTToijjz66rpkAJis/OhJ3XL85dt6/NQr53ItGX1950kcvf/6fG9ZWHr/hH2uWr17WHdsV6Uyq0TEAAAAAAAAOSiFhgWlpaYlTTz01Tj311EZHAZi0O67fHNvvu6fRMRomlUnGumO74pQLX97oKAAAAAAAAIekkADAnFDI5WLn/VsbHWNS/vDdG+IdX9tZcezmi0+MlYtbJrVe6+ImJyMAAAAAAABzhkICAHPCYN++Ctc0zF7pTFMsXdMdB1I7Ko63Lm2Ojs7JFRIAAAAAAADmEoUEAGZGfiRioKd26+1/rnZr1cFRx58QqUxTo2MAAAAAAAA0jEICALWVG4q49ZKI7bdFFEZquG42Il5fu/VmSDrTFEcdf0K86T2XxjODpUbHAQAAAAAAaBiFBABq69ZLIn5xy7SWGE1E9KZS454NlFJV3o449cj/ipZMlesczrkxykPJGHzX+yoOL/r8J+PpUjl+8S8DFcf/6JIjYt2qwycWPCIWLVka6abfnIwwODTheQAAAAAAAPONQgIAtZMfef5khCkaTiTi8q7OuKu1JUaTyXFjbUOpOHt75XnvOWJpDLQWKw/+9AOxvK8c/5yvPP7eH/1VjDQvi/NTH6s43tq5LBav6J7wrwEAAAAAAIDnKSQAUDsDPdO6puHyrs64vW1RDQNN354DI9Gyd2onHTxzoIZXVgAAAAAAAMwxCgkAzAqjiYi7WlsaHeMl3vvVn8b+0s5GxwAAAAAAAJhzFBIAmBGlYkRhODXh959NJ6PjQCIiyhXHWw5y2EDngYiWXOV5ERGd/ROO8RLlwqKI5KHfAwAAAAAAYDyFBABqqlRIxO4fL4n+p5qjXExMau4/R7Hq2FAmEXdvqDx25ZeL0ZqvPndaypmoVpIAAAAAAACgOoUEAGpq94+XxIHHZ9/VC7NJNp2M5e3ZRscAAAAAAACYUQoJANRMaTQX/U81T3udYjIduaaOcc9G0tXvTRjJLolEqjSlva7/g3+Mp/Mt8cjPnp3S/Kk4bUN3NGcmfp0FAAAAAADAXKSQAEDNFPbunfQ1DS9UTGZi2/oLonfZMVFKNY0bKxX3Rxz4QsV5P33N+yOZWjy1Tb/QHxH9U5s7Sdl0Mk7b0B3Xnn1sXfYDAAAAAABoJIUEAGaNbesviGdXHN/oGON85vzXxNojplh2eJHl7VknIwAAAAAAAAuGQgIAs0IxmY7eZcc0OsZLLG/PxprO1kbHAAAAAAAAmHMUEgCoqpDLxWDfvgm/n+/ri6FM5W8tq6/+SKR/b0PVuU88+2wUvjYQURyu/EJ5YMI5aiUf5ci2NR36RQAAAAAAAF5CIQGAl8iPjsQd12+OnfdvjUI+N7nJG9ZWfv6Vr0w/WJ3tyBQjlUk2OgYAAAAAAMCc5KcsALzEHddvju333TP5MsI8kY9ybMsU4vbWfKOjAAAAAAAAzFlOSACY7/IjEQM9E369kM/Hzvt/NIOBau+tl7022petmPL83fuH45zP/u7XPJgsRzFRi2QAAAAAAAALl0ICwHyVG4q49ZKI7bdFFEYmPG0wl41C/vUzGKy20pmm6F63MtJNTVNeY3+yHAdS5RqmAgAAAAAAQCEBYL669ZKIX9zS6BQz7qjjT5hWGQEAAAAAAICZoZAAMB/lR54/GWEeS2ea4qjjT4g3vefSRkcBAAAAAACgAoUEgPlooGdS1zRM1LlrH4z29GjV8fxQKh7b0lVx7PILUrG3o/rai0aXxJm/qFwu2PCO7ljdvWrcs+aOJZHKNMUzg6WIwaFDhz+IZw7U/t8VAAAAAADAQqeQAMCEtadHY3FT9ULCQD4VrflCxbHh5nIMtCaqzk0ky5FMLa449v7bdsX+0r7JhQUAAAAAAKChko0OAMD8sS81M99WyoVFM7IuAAAAAAAAM8cJCQALzUW3R3Ssqj7e+1zERy+vPrdrWfW5v3444huXTS9fJeVMRJRrvy4AAAAAAAAzRiEBYKHpWBWxdG318Xxz9aHhVOQGq3/rKA2nppNs1smmk7G8PdvoGAAAAAAAAHOSQgIAE/bY+RdEa74wpbnX/ffroth1VJxzw30Vx5PF2VdmOG1DdzRnZl8uAAAAAACAuUAhAWCeK5QzMVRc8rsH+/IRxeGq7w/sG6k6NpJdEolUaUo5FuU7I0Y7o32k8pUPbeXElNadCdl0Mk7b0B3Xnn1so6MAAAAAAADMWQoJAPNUvtwUd+7/y3h05PVRjBdcO3DN4xHxeNV5peL+qmM/fc37I5laPLVAX+iPiJ/Hu6P6lRDV3HzxidG6dPLzpmp5e9bJCAAAAAAAANOkkAAwT925/y9jx8gfNTpGTaxc3BIdnS2NjgEAAAAAAMAkJBsdAIDaK+RL8ejI6xsdAwAAAAAAgAXMCQkAc1whl4vBvn3jng088WzkiyMRMTL5BcsDtQlWI6lMMloXNzU6BgAAAAAAAJOkkAAwR+VHR+KO6zfHzvu3RiGfa3ScGbPu2K5IZ1KNjgEAAAAAAMAkKSQAzFF3XL85tt93T6NjzJhUJhnrju2KUy58eaOjAAAAAAAAMAUKCQCzXX4kYqBn3KNCPh877/9R3aOc8Y4jonP9hqrjzwz1xDu//Y6KY188/cYo5zvinM9Wzn3zxSfGysUtY59bFzc5GQEAAAAAAGAOU0gAmK1yQxG3XhKx/baIwsi4ocFcNgr519c1TrJUihWrl0VrV0vVd/oHMtHfvLfi2KLOTJRyzXEgVa443rq0OTo6q68NAAAAAADA3KKQADBb3XpJxC9uidFERG96/EkBA6X6nxzQvX8wnss/F/sGMlXf6RnsqToGAAAAAADAwqKQADAb5Udi+Fe3xeXLl8VdrS0xmkyOG24bSsXZ2+sTJVkqRff+wTjmiT3xjm+/I/YsSUxpnd19w1EuOAEBAAAAAABgoVBIAJiNBnri8iWL4va2RZOeetuJz0Qi0RZn/uLSiuO3vmJzDGb7qs7vPBBx5ZeLY5+zhWKkypWvWZiMc264L8r5zmmvAwAAAAAAwNygkAAwC40Wc3FX69ROExhqLkQiWY5kanHl8ZZyDDQXK45FRLTkytGarz4OAAAAAAAAE5E89CsA1Fvv6L6XXNMwl5VL6SgX2hsdAwAAAAAAgDqaPz/tAmDWKvRviChnqo5n08lY3p6tYyIAAAAAAABmmisbAJgx5VI6Cv0bYmT32Qd977QN3dGcSdUpFQAAAAAAAPWgkAAwx9x40sdjUXp1fPPuTRXH/9/XfiKeG2qOn/8sV3G8edufRTGZr7p+y3B/RPxrxbHBx94dA71LJpy1XGg/5MkIp23ojmvPPnbCawIAAAAAADA3KCQAzDHdLV3Rljms6vjgu94XLamOiBP/puL4J+7+12gZ2Tulvf/Xn58eyZWrpjS3kuXtWScjAAAAAAAAzFMKCQATVMgXY2h/5VMHam2wrxTtI51VxyI9UnXuSHZJJFOLZyTXysUt0dTZOiNrAwAAAAAAML8oJAAcQj5XjDu/tC0efbA3ivlS3fY9Pz5W8fl3fzYUpeJPq8776WveP2OFBAAAAAAAAJgohQSAQ7jzS9tix/3PNjpGwyWy2Ugv72p0DAAAAAAAAOYIhQSAgyjki/Hog73TXqdcLkS5NFiDRL9dcKB2a01Q+6mnRDKbrfu+AAAAAAAAzE0KCQAHMbQ/N61rGsrlfOQHvxOl/I6IKNYu2BQli7loyh2Y1JxENhvtp54SK6++eoZSAQAAAAAAMB8pJADMoOfLCNsbHWPMznQh/uTm/4iVi1smPCe9vMvJCAAAAAAAAEyaQgLADCmXC785GaHx8lGOHZli3N6aiEtXroqmztZGRwIAAAAAAGCeU0gAmKI/7fxItCV7q4735zNxU99RdUwUkSyV422XvDL62pfFOZ/90djzwWQ5iom6RgEAAAAAAGCBU0gAOJjCaNWhtmRvdKT3VB0vl7IRUd9CQvf+gRjJJOJAKuJAqlzXvQEAAAAAAOCFFBIADmao+gkIs0myVIru/YNxzBN74pzP3hfPLupsdCQAAAAAAAAWOIUEgBmSO8gVCbed+EwMNRemtO7gYxdH54GI6+7557Fn2UIxUmUnIgAAAAAAADB7KCQAzJC9qVTVsaHmQgy0Fie9ZrmUjoHEYdGc6o/W/NQKDQAAAAAAAFAPCgkAU3XOjfH04q542w33VRxujmfi9PhBTbcs9G+IKGemPD+bTsby9mwNEwEAAAAAAEBlCgkAU9XeHcWOVfFkeUfF4Y4YqdlW5VI6Cv0bYmT32dNa57QN3dGcqX5yAwAAAAAAANSKQgJAAww/eX4MJA+b8PvlQvu0T0Y4bUN3XHv2sVNeAwAAAAAAACZDIQFghvzNma+IHf/4zYpjnz735Fh7+KumvHZp99Mx9N3KYzdf/IZIrlw17tny9qyTEQAAAAAAAKgrhQSAGbJsUVNUvswhYnlHc6zpbJ3y2rmhlthZZWzl4pZomsbaAAAAAAAAUAsKCQANUO7ZE7n0U1OeX+h5poZpAAAAAAAAoPYUEoA5p5AvxtD+XF32GthfmJF1B9/1vtiZn5m1AQAAAAAAYDZQSADmjHyuGHd+aVs8+mBvFPOlRscBAAAAAAAADkIhAZgz7vzStthx/7PTWqNcLkS5NFiTPP37novBYjra8wcqjo/21mQbAAAAAAAAmJMUEoA5oZAvxqMPTv0n/OVyPvKD34lSfkdEFGuS6aZrnv/nO6uM//yGmmwzKYlsNtLLu+q/MQAAAAAAALyIQgIwJwztz03rmobnywjba5hodmo/9ZRIZrONjgEAAAAAAAAKCcD8Vy4XfnMywvyVyGaj/dRTYuXVVzc6CgAAAAAAAESEQgKwAJRLg1GraxpqIVkqxdJ/+rs4/OjX1GzN9PIuJyMAAAAAAAAwqygkAHPen/7VK6Ptpo0RhdGK4/35TNx04Kg6p6que/9gZFatjKbDVzc6CgAAAAAAAMwYhQRgzmtrOhAd8WTV/6ONlrMR0fhCQrJUiu79g3HME3saHQUAAAAAAABmnEICMO/tTaWqjt124jMx1FyYkX07D0Rc+eXfXRWRLRQjVS5HRMTS5qUzsicAAAAAAADMFgoJwII21FyIgdbioV+cgpZcOVrzldduSmZnZE8AAAAAAACYLZKNDgAwoy66PXpP/1yjUwAAAAAAAMCC44QEYH7rWBXl/dW7V8NPnh8DycNqtl1TKhl/9N+64q9Pf3k09e6JgesvqNnaAAAAAAAAMJcoJAAL2hVvPjFe+/vH1Wy95e3ZaM6kIiIiN5SKgZqtDAAAAAAAAHOLQgKwoC1b1BRrOlsbHQMAAAAAAADmnernmAMAAAAAAAAATJFCAgAAAAAAAABQc65sAOa8/LN7IjeQqjy4+5mIPb3VJ+/pjdyTT81IrkLPMzOyLgAAAAAAAMwFCglAQxTyxRjan5vw+wN9o1XHHrv4smgZ6a48+M13RksmHbFhbcXhlr/6v2NnvjDhHAAAAAAAAMDEKCQAM6KQy8Vg376XPs8X44e37Igntu2LYr5Uk72G08koZ6r/72ykyf/qAAAAAAAAoN78lA6oqfzoSNxx/ebYef/WKOQnfgLCdPzoqMURsbguewEAAAAAAAATo5AA1NQd12+O7ffd0+gYs1oim4308q5GxwAAAAAAAIAZlWx0AGD+KORysfP+rY2OMeu1n3pKJLPZRscAAAAAAACAGeWEBKBmBvv21e2ahlpIlkqRLRTrtl8im432U0+JlVdfXbc9AQAAAAAAoFEUEoAF68nlwzH6r5+LVx32e3XZL728y8kIAAAAAAAALBgKCUDNjNbxtIHpKCRL8UT3cNzzyv3x3rUbomn50kZHAgAAAAAAgHlHIQGomb2D1a9r+PrKs2JFshB/3N9dcfytnR+JttRzVefvHs3E4Hc6K45dfkEq9nZMPOdwthjFVESx/9hYvWQSEwEAAAAAAIAJU0gA6mIgtSg6UoVIphZXHG/P5KMjPVp1/oFSKcr5QsWx4eZyDLQmJpylXEpHYf+G2LjskmjOpCY8DwAAAAAAAJg4hQRgVnhv7tLYVWyvOr40/0RcE1+tONby1Juj/bmVY5+fK7dHLjJV12qKxXHayw+Pa88+duqBAQAAAAAAgINSSADq4jPnvzYOSxbiO5/tqTj+sfNOieYj1lWd/+yvfxbxrcqFhCvfdkasOPI1E86yvD3rZAQAAAAAAACYYQoJQF0sb89Gd6p6CaC7Ixsdna3VF+htjoEqQys6mmPNweYCAAAAAAAAdZdsdAAAAAAAAAAAYP5RSAAAAAAAAAAAak4hAQAAAAAA4P9n787jsirz/4+/AUEQUTAXckFNLSXL3VwyNTM116xcWsTUyiyzmdKsmTJzmnKZLOurTtZoablkak1muYFpmktpapiKG6IoKKhsAsL5/eHPezg3N3DfNzc32+v5ePB4eJ1zbTeec3Odcz7nugAAgMsRkAAAAAAAAAAAAAAAAFyuQnF3AEDplJ2ermvxF8zb4s7nnT/uvDK9svPcnxkXrwwfv3zKxzveSQAAAAAAAAAAAADFhoAEAA7JTktT7N/+pqRNm2Wkp5v2pXlXkELr2yyXNnaMTnlVkTpMs7n/1NiX5Xc1weX9BQAAAAAAAAAAAFA8CEgAkKdrKVeUcjbKtO3ce3OVvG3n9YS3+Svkqg9fKQAAAAAAAAAAAACu4+khgFwykxL145tjFHUmTVmGZ+4MecyCAAAAAAAAAAAAAAA3EJAAIJcf3hytIzEZkmwEI5QwGRUkj5uqFXc3AAAAAAAAAAAAAFgp+U8bAbjVtZQrOnbmanF3w267m3jIo6JPcXcDAAAAAAAAAAAAgBUCEgCYJJ4+YnuZhkLwzM5WxWtZLq0zo4L0czMPzevL1xgAAAAAAAAAAABQErFkAwCTxNRMl9cZUyNNL4z1VKUML/U5ZjvPG495KdXHy+46L1WWMit4qKJXRVX3q+6ingIAAAAAAAAAAABwFQISyqljx45p165diomJUUZGhoKCgtS0aVN16tRJvr6+xd09lBHXPLN1ulaatt15UVleHgq46pFn3oQqHkryzXt/XrrX666KXhUL000AAAAAAAAAAAAARYCAhHJmzZo1mjZtmn777Teb+ytXrqyRI0dqypQpql6dt85hdjLoNo38eb3NfdPveUwJVaSUkGWWbWkVs5Rl/6QHDqnoVVHd63XXW53fKpoGAAAAAAAAAAAAABQKAQnlRHp6ukaPHq0vvvgi33zJycn66KOPtHz5cq1cuVL33HOPm3qI0uCx3p1UKeJ7m/tmjntY8VWlJzfZPsY+6/2ZKqdX04a9x23uX9TnM/lX87a7L9X9qjMzAgAAAAAAAAAAAFCCEZBQDmRnZ2vo0KH65ptvTNu9vLwUEhKiqlWr6sSJE7p8+bJlX3x8vPr06aONGzeqY8eO7u4ySqggPx9l57Hv5qp+qhCYd9la/rUU4FVNku2AhOBKtVSlsl+h+wgAAAAAAAAAAACgZPAs7g6g6M2cOTNXMMLYsWMVHR2t48ePa+/evUpISNCqVasUEhJiyZOamqohQ4aYAhUAAAAAAAAAAAAAALAHAQll3MWLF/X222+btr3zzjuaN2+eateubdnm6empBx98UNu3b1eDBg0s22NiYvTee++5q7sAAAAAAAAAAAAAgDKCgIQybsaMGUpKSrKk77nnHr3yyit55q9Tp44++eQT07bZs2fr4sWLRdZHAAAAAAAAAAAAAEDZQ0BCGZadna2FCxeatr355pvy8PDIt1yPHj3UpUsXSzopKUkrVqwokj4CAAAAAAAAAAAAAMomAhLKsO3btys+Pt6SvuWWW9StWze7yo4ePdqUXrNmjSu7BgAAAAAAAAAAAAAo4whIKMPWrl1rSvfs2bPA2RFy5s0pIiJCKSkpLusbAAAAAAAAAAAAAKBsIyChDNu3b58p3alTJ7vL1q5dWw0aNLCkMzIyFBkZ6aquAQAAAAAAAAAAAADKuArF3QEUnUOHDpnSoaGhDpUPDQ3VyZMnTfW1a9fOFV1DAZISE7Rn/dqCMxaBK3Fn8twXGx2jKr7VbO47EXtWF5OlgKu296ckZMojI90lfQQAAAAAAAAAAABQ8hGQUEalpaUpOjratK1evXoO1WGd//Dhw4XuF+yzZ/1a/bZqeXF3I5cDu4Ll2WGa7Z2fJkmSHtMUm7s37D0MR0sqAAAgAElEQVReVN0CAAAAAAAAAAAAUAIRkFBGXbhwQYZhWNLe3t6qWbOmQ3XUqVPHlI6Liyt0v+Li4hQfH+9QmaioqEK3CwAAAAAAAAAAAABwLwISyqjk5GRTulKlSvLw8HCoDn9//3zrdMbcuXM1derUQtcDAAAAAAAAAAAAACjZPIu7Ayga1sEDvr6+Dtfh5+eXb50ob7zk4elfcDZnavb2VKWqPkVSNwAAAAAAAAAAAIDiQUBCGXX16lVT2sfH8Ye9FStWNKXT0tIK1SeUbp7ejeXhUTSTqjRsUV0VvL2KpG4AAAAAAAAAAAAAxYMlG8oo6xkRMjIyHK4jPT093zqdMW7cOD3yyCMOlYmKitKgQYMK3Tac5SVP78by9r/f9TV7e6phi+q6d0Qzl9cNAAAAAAAAAAAAoHgRkFBGVa5c2ZS2njHBHtYzIljX6YyaNWuqZs2aha6nrGt7f9/i7oJFUHBd+VWy/X/vEVRVymf2jWq+QfLxzHt/pao+zIwAAAAAAAAAAAAAlFEEJJRR1sEDqampMgxDHh4edteRkpKSb50oOgFB1dR96BPF3Q0AAAAAAAAAAAAAcJpncXcARaN69eqm4IPMzEzFxcU5VMeZM2dMaWY2AAAAAAAAAAAAAADYi4CEMsrPz08hISGmbdHR0Q7VYZ2/adOmhe4XAAAAAAAAAAAAAKB8ICChDLMOIIiMjHSo/KFDh/KtDwAAAAAAAAAAAACAvBCQUIa1bNnSlN6+fbvdZWNjY3Xy5ElL2tvbW6Ghoa7qGgAAAAAAAAAAAACgjCMgoQzr16+fKb1x40YZhmFX2fXr15vS3bt3V+XKlV3WNwAAAAAAAAAAAABA2UZAQhnWqVMnVa9e3ZI+fvy4IiIi7Cr76aefmtIDBw50ZdcAAAAAAAAAAAAAAGUcAQllmKenp0aOHGnaNnXq1AJnSdi0aZO2bt1qSQcEBGjIkCFF0UUAAAAAAAAAAAAAQBlFQEIZ98orr5iWWtiyZYumT5+eZ/4zZ85ozJgxpm0TJkwwzbQAAAAAAAAAAAAAAEBBCEgo46pXr67XXnvNtO3VV1/VuHHjdPbsWcu27OxsrVmzRp06ddLJkyct22vXrq2XXnrJXd0FAAAAAAAAAAAAAJQRBCSUA6+88or69etn2jZv3jyFhISoUaNGat26tW666SY9+OCDio6OtuTx8/PTihUrFBgY6O4uAwAAAAAAAAAAAABKOQISygFPT0999dVXGjZsmGl7VlaWjh8/rr179+rSpUumfTfddJO+//57de7c2Z1dBQAAAAAAAAAAAACUEQQklBO+vr5aunSpVq5cqZYtW+aZz9/fX+PGjVNkZKS6devmvg4CAAAAAAAAAAAAAMqUCsXdAbjXQw89pIceekhRUVHauXOnzpw5o4yMDAUGBqpZs2bq3LmzfH19i7ubAAAAAAAAAAAAAIBSjoCEcqpx48Zq3LhxcXcDAAAAAAAAAAAAAFBGsWQDAAAAAAAAAAAAAABwOQISAAAAAAAAAAAAAACAyxGQAAAAAAAAAAAAAAAAXI6ABAAAAAAAAAAAAAAA4HIEJAAAAAAAAAAAAAAAAJcjIAEAAAAAAAAAAAAAALgcAQkAAAAAAAAAAAAAAMDlCEgAAAAAAAAAAAAAAAAuR0ACAAAAAAAAAAAAAABwOQISAAAAAAAAAAAAAACAyxGQAAAAAAAAAAAAAAAAXI6ABAAAAAAAAAAAAAAA4HIEJAAAAAAAAAAAAAAAAJcjIAEAAAAAAAAAAAAAALgcAQkAAAAAAAAAAAAAAMDlCEgAAAAAAAAAAAAAAAAuR0ACAAAAAAAAAAAAAABwOQISAAAAAAAAAAAAAACAy1Uo7g4ABUlPTzelo6KiiqknAAAAAAAAAIC8WN+7tb63CwAAyh8CElDinT592pQeNGhQMfUEAAAAAAAAAGCv06dPq3Xr1sXdDQAAUIxYsgEAAAAAAAAAAAAAALgcAQkAAAAAAAAAAAAAAMDlPAzDMIq7E0B+Ll26pC1btljS9erVU8WKFYuxR+4TFRVlWqJizZo1aty4cTH2CCh6HPcojzjuUR5x3KM84rhHecRxj/KGYx7lkfVxP2fOHIWEhEiSunbtqsDAwOLqGgAAKAEqFHcHgIIEBgZq4MCBxd2NEqFx48a6/fbbi7sbgFtx3KM84rhHecRxj/KI4x7lEcc9yhuOeZRH9957L8c9AACwYMkGAAAAAAAAAAAAAADgcgQkAAAAAAAAAAAAAAAAlyMgAQAAAAAAAAAAAAAAuBwBCQAAAAAAAAAAAAAAwOUISAAAAAAAAAAAAAAAAC5HQAIAAAAAAAAAAAAAAHA5AhIAAAAAAAAAAAAAAIDLEZAAAAAAAAAAAAAAAABcjoAEAAAAAAAAAAAAAADgcgQkAAAAAAAAAAAAAAAAlyMgAQAAAAAAAAAAAAAAuFyF4u4AgLzVqFFDU6ZMMaWBso7jHuURxz3KI457lEcc9yiPOO5R3nDMozziuAcAAPnxMAzDKO5OAAAAAAAAAAAAAACAsoUlGwAAAAAAAAAAAAAAgMsRkAAAAAAAAAAAAAAAAFyOgAQAAAAAAAAAAAAAAOByBCQAAAAAAAAAAAAAAACXIyABAAAAAAAAAAAAAAC4HAEJAAAAAAAAAAAAAADA5QhIAAAAAAAAAAAAAAAALkdAAgAAAAAAAAAAAAAAcDkCEgAAAAAAAAAAAAAAgMsRkAAAAAAAAAAAAAAAAFyOgAQAAAAAAAAAAAAAAOByBCQAAAAAAAAAAAAAAACXIyABAAAAAAAAAAAAAAC4HAEJAAAAAAAAAAAAAADA5SoUdwcAex07dky7du1STEyMMjIyFBQUpKZNm6pTp07y9fV1WTsHDx7U77//rvj4eKWkpCgwMNDSjp+fn8vaAVyhqM+L2NhYHTlyRNHR0bpw4YJSU1Pl4+OjqlWrqkGDBmrbtq2qVavmgk8C5M8wDJ08eVIHDhxQTEyMLl26pIoVKyooKEhNmjRRu3btXPq3QLp+fv3666+Ki4vT5cuX5evrq6CgIDVr1kytWrVyeXsASqdhw4Zp+fLllnRsbKyCg4OLsUewxvge5RVjeRQXd92/OX36tPbs2aPY2FhdunRJ3t7eCgwMVJMmTdSmTRsFBAS4rC0AAAAAziMgASXemjVrNG3aNP32228291euXFkjR47UlClTVL16dafaSE5O1gcffKC5c+fq7NmzNvP4+flp2LBhevPNNxUSEuJUO47o1q2btmzZkm8eHx8fywO5WrVqqVGjRgoNDVWnTp24wVrGFdV5cerUKX3xxRfaunWr9uzZowsXLhRYpn379nr66acVFhamChWK9s/Km2++qalTp1rSYWFhWrRoUZG2ieKTmJioNWvW6IcfftDmzZvzPR69vb3Vt29fvfjii+ratavTbV66dEkffvihFixYoNOnT+eZz8fHRw8++KD+8pe/6K677nK6PXuMHDlSn332mSU9ZcoUvfnmm0XaJtzLnQE3ly5d0oEDB3TkyBElJiYqMzNTQUFBCg4O1l133aWbb77ZJe0AeTlz5ox27dqlnTt3ateuXdqzZ4+SkpIs++vXr6+TJ08Wup3SNL6fPHmy3nnnHafqjIiIUPfu3W3uMwzDqTpRtIryHCjpY/n8ZGVlKSQkxHS+enh46Pjx42rQoEGx9QuOccf9m6tXr+rf//635s+frz///DPPfJ6enurdu7cmTJig+++/36m27GV9nXpDhw4dtGPHDqfqTE5OVnBwsFJSUnLtCw8PV7du3ZyqFwAAACgWBlBCXb161XjssccMSXb91KhRw9iyZYvD7ezatcuoXbu23e34+/sby5cvL4JPbNa1a1e7+2Trp1KlSsaQIUOc+p2g5Crq82LBggVOH3MtW7Y0Dhw4UISf3jCmTJliajMsLKxI20PxGTdunOHj4+PUsThixAjj8uXLDre5ceNGh/4eSDI8PT2NF1980bh27VoR/BauCwsLM7U5ZcqUImsL7pOQkGD85z//MYYMGWJUr1493+PM29vbGDRokBEREeFwO1lZWcamTZuMF1980WjevHmBx3RoaKjxf//3f0ZKSkoRfOrc6tevX6jxjiRjwoQJbulrXoYOHWrqT2xsbLH2pyTatm2b8eCDD9r1HVu/fv1Ct1faxvf16tUzsrKynKpz5MiReX4ulBzuOgdK+lg+P+vWrbPZr6lTpxZbn2A/d92/2bt3r9G0aVOHj+/hw4cX6djG+jo158+RI0ecqnPRokV51hkeHu7aDwAAAAAUMU8BJVB2draGDh2qL774wrTdy8tLDRs2VMuWLVW1alXTvvj4ePXp08eh6PPw8HDdc889ud6aqlixokJDQ9WmTRvVqlXLtC8lJUXDhw/X0qVLHfxU7pWamqoVK1aoa9euuvfee/N9cwClg7vOC1tuvvlm3XHHHerQoYOaN2+uypUr58qzb98+de3aVfv27StUW4Ak7dy5UxkZGbm2e3l5qW7dumrTpo3uvPPOXMe8JH3++efq2bOnkpOT7W5v06ZN6tu3b66/Bx4eHmrcuLHat2+vO+64I9fMM9nZ2Xr//fc1cuRIu9sCnnvuOQUHB2vUqFFasWJFgW+wZmZmas2aNerWrZvCwsJ05coVu9r58ccfVbduXfXo0UPvv/++Dh48WGCZyMhIPffcc2rZsqV2795tVztAQXbv3q3Vq1fnOVOBK5XG8f3p06cVHh7ucLmUlBStXLmyCHoEV3PnOWBLaRjL55wNKqfPP/+c2T5KOHddpx44cCDPexv169dX+/bt1aJFC1WpUiXX/qVLl6p///42ry+K2ueff+5UubzOCQAAAKA0IiABJdLMmTP1zTffmLaNHTtW0dHROn78uPbu3auEhAStWrXKNL1qamqqhgwZosuXLxfYRkxMjIYOHaqrV69atlWrVk3z58/XhQsX9Mcff2jPnj06d+6cdu/erR49eljyZWdna/To0YqMjHTBp7XPxIkTtWHDBtPPunXrtHTpUs2bN09///vfdd9999m8+A4PD1ebNm1M6xuj9HHHeSFdv3HUvXt3/eMf/9BPP/2ky5cv6+zZs9q/f7927NihAwcO6PLly9q1a5cef/xxU9mEhAQNHTpU6enphf/AwP8XGBiocePGae3atUpMTLSsFfv777/r4sWLCg8PV5cuXUxldu3aZXeQQFJSkp544gnTcevr66t//vOfio+P19GjR7Vz507t379fV65c0TfffKNbb73VVMeSJUty3YQF8uKugJujR48qNjbW5r5q1aopNDRU7dq1szlV/dGjR9W1a1f99NNPdnwiwHm2How6q7SN7z09/3c57swDq1WrVpm+C3LWh9LDleeAVDrH8pcvX9aaNWts7jt27Ji2bdvm1v7AMe64Ts3KytITTzyhxMREyzYvLy+9/PLLiomJ0cmTJ7Vz507t27dPiYmJ2rx5s9q3b2+qY/PmzZo5c2YhP619cn4fL1myxOGgmlOnTikiIsJmfQAAAECpVNxTNADWLly4YAQEBJimo3vnnXfyzB8TE2M0aNDAlP+NN94osJ0RI0aYytSsWdM4dOhQnvmzsrJyTZvdt29fpz6jPayndF24cKFd5TIzM42lS5ca7du3zzWtn6enp7F06dIi6zOKjrvOi9OnTxsXLlxwqG+2ppKcO3euQ3XYiyUbyo82bdoYDRo0MD755BMjNTW1wPzXrl0znn766VzH4ubNmwssO2vWLFMZHx8f46effsq3zJUrV4yWLVuayt166612fz5HsGRD2dOmTRvL/2dgYKAxbtw4Y+3atcaVK1dM+a5du2aEh4cbXbp0yXVsP/TQQwW28+GHH1rye3h4GD179jQ+/fRT49ixY7nynjp1ynjppZcMLy8vUztVqlQxzpw547LPbs16yYZZs2YZGzZscOjn8OHDRdY/e7BkQ8Fmz55tSDICAgKMbt26GRMnTjS++uor4+TJk0Z4eLjLpqsvbeP7Hj16WP5duXJlIzk52aH6cpZv27atUbVqVVP9KDncdQ6U9LF8XubPn29q/+677zalR40a5db+wH7uuk5duXJlruN02bJl+ZbJyMgwevXqZSoTEBBgXL161eHPWRDr69Sc38+SHF52a9q0aaZrE+uxIEs2AAAAoLThLgVKnEmTJpkutO655x4jOzs73zIbN27MdZGZ342Y6Ohoo0KFCqYyq1evLrBvaWlpxq233moqt23bNoc/oz2cDUjIacaMGbk+p5+fX7GuDQrnuOO8KIxhw4aZ2rr33nuLpB0CEsqP7777zkhPT3eozLVr14y2bduajpFHH320wHLWN/jGjRtnV3s7duzIdWO0KB6MEpBQ9rgr4ObDDz80fHx8jPHjxxsnTpywq28bN240KlasaGpnxIgRdpV1hnVAQmm8wU5AQsGioqKMP/74w8jKysq1z1UPY0vj+P6zzz7LlbZXdHS04enpaSk7Z84cAhJKMHecA4XhrrF8Xjp27Ghq/88//zRq1apluo5JSUlxa59gH3ddpz7xxBOmMg888IBd/bP1t+HHH3+0+/PZy/o6debMmUbNmjUt6SeffNKh+po0aWIpO3jwYGPgwIGlfrwEAACA8o05v1CiZGdna+HChaZtb775pjw8PPIt16NHD9N03UlJSVqxYkWe+deuXatr165Z0rfffrsGDRpUYP98fX318ssvm7Z9/PHHBZYrLhMnTsy1TENaWpqeffbZYuoRnOGu86IwrKd7PXToUJG0g/Kjb9++8vHxcaiMl5eXJk2aZNr2448/Flju8OHDpvTgwYPtaq9Dhw6qXbu2aVtUVJRdZVG+TZ06VYcPH9bo0aPl5+dXYH4vLy/NnTtXbdu2NW3/5JNP8i3XqVMnHTlyRHPmzFGDBg3s6luPHj00Y8YM07bly5fbtUQEkJdGjRopNDS0SKecLo3j+zvvvFMtW7a0pB1ZtmHx4sXKzs6WJHl7e2v48OEu7x9cxx3nQGEU51j+yJEj2rFjhyXdoUMH3XbbbRo2bJhlW1JSklatWuW2PsE+7rxOdXa8Xq9evVxLN7hjvF6hQgU9+uijlvTKlSuVlpZmV9nt27fr6NGjlnRYWJjL+wcAAAC4W4Xi7gCQ0/bt2xUfH29J33LLLerWrZtdZUePHq2tW7da0mvWrMnzwfuWLVtM6f79+9vdR+u8//3vf3Xt2jVVqFAyT6fBgwfrL3/5i2bPnm3Ztm3bNq1fv17333+/w/XFxcXpl19+0blz53Tx4kVVrlxZNWvWVPv27dWwYUOX9fvw4cPav3+/Lly4oISEBPn6+qpGjRpq1qyZWrRo4fCDytLMXedFYTRq1MiUvnDhgsvbcIXMzEwdPnxYkZGROnfunJKSkuTv769q1aqpadOmat26dZGcy9HR0dq+fbuio6NlGIZq1Kihli1bqlWrVgXesINjct7clKSLFy8qNTVVlSpVyrNMQkKCKV2vXj272wsJCdHZs2ct6UuXLtld1l2uXr2qyMhIHTp0SPHx8UpJSVFAQIBuuukm3XHHHWrevHmRPCA5fPiwdu7cqbNnz8rLy8vyt6JZs2Yub6u06du3r8NlbgTcDBkyxLKtoICb1q1bO9yOJD377LN64403LGs6p6enKyIiQv369XOqPsAdSuv4PiwsTPv27ZMkhYeHKyYmRnXr1i2w3GeffWb5d9++fVW9evVC9yUmJkZ//PGHTpw4YTn/q1Wrpjp16qhjx44KCgoqdBvW0tPT9fPPPysmJkaxsbHy8vJSu3bt1LVrV5e3hbwV51g+57Es/S844vHHH9cHH3xgymcdOFFYV69e1c8//6xDhw7p8uXLqlatmurXr69u3brlO3Z0xpkzZ/Trr7/q7NmzunjxogIDA/Xggw/mCm4tTdx5nVrY8fr27dstaXeN18PCwvT+++9Luh50sXr1alOQQl5ynhM1atRQnz599J///KdQfbl06ZIOHjyow4cPKzExURkZGQoMDFTNmjXVrl071a9fv1D1AwAAAAUpmU9QUW6tXbvWlO7Zs6fdD+t69uxpSkdERCglJUX+/v658kZHR5vSLVq0sLuPwcHBqlmzpuLi4iRJiYmJ2rp1q7p37253He42depUffrpp7py5Ypl2/z58+0OSMjOztaSJUv04Ycf6tdff5VhGDbzNWvWTJMmTdKIESOcerh14cIFzZw5U0uXLtXp06fzzOfv76+ePXvqqaeeUp8+fcr8A113nReFcfXqVVM6MDDQpfUXxoULF7RixQp999132rp1a75v+fr7+2vYsGGaPHmyGjdubHcbOf8/unbtqoiICEnS7t27NXnyZG3evNlmuXr16umtt97SyJEj7W4L+bP1sOTy5cv53lSuWrWqLl68aEnb+/aSrbyueCDkCjExMVq2bJnWrl2rHTt2KD09Pc+8QUFBevLJJ/XSSy/ZfVP85MmTpiC0sLAwLVq0SJK0fv16/e1vf9OePXtslm3WrJmmT5/u0MNCXOdMwI0zvL291aFDB1PAg/XYqbQ7dOiQDhw4oLi4OCUlJalatWqqXbu2unTp4vK/YfHx8dq2bZtOnDih9PR0BQcHq2nTpurQoUOZH8O4U2kd3z/66KOaOHGirl27ZhlzT548Od8yv/zyi44cOWJJjxgxwqm2r127po0bN2rlypXauHGjTp06lWdeDw8PdejQQZMmTdLAgQPtPnZHjhxperh24sQJNWjQQDExMZo2bZpWrFiR6+HgwIEDCUhws+Iay2dnZ2vx4sWWtLe3t4YOHSpJatu2rZo2bao///xTkrR582adPn3aoQfRixYt0pNPPmlJL1y4UCNHjlRKSoreeustzZs3T0lJSbnKVa5cWY8//rjeeecdu38XeV0PrF27Vu+9954iIiIss5rcUKdOHbtmcimp3HmdWrVqVVO6NIzXW7ZsqTvuuEMHDhyQdH0WnIICEq5evWqaLWL48OHy9vZ2qv29e/dq2bJlWr9+vX7//fc87+NI14NJJkyYoKeeeqrA2bt69+5tGiP+/PPP6tSpk0N9y8zMVN26dS1/d319fXX27NkiCXwDAABAyVAy5wtEuXXj7aAbHLmoqV27tmk64oyMDEVGRtrMm/PBk3T9zR9H3HTTTab03r17HSrvbgEBAaYbMdL1tyqtbzzZcvToUbVu3VphYWHas2dPvhexhw4d0pNPPqnOnTub3pSwx7///W81bNhQM2bMyDcYQZJSUlK0Zs0a9e3bN98bp2WFu86Lwti5c6cp3aZNG5e34YzExETdfPPNeu6557Ru3boCpxxPSUnRp59+qubNm1serjprzpw56tixY57BCJJ0+vRpPfnkk3r66adz3aCEc86cOZNrm/V3trWc02VL1wNJ7JGUlGSa0tjT0zPXlPrFYf/+/QoJCdHEiRMVERGRbzCCdP08ee+99xQaGqp169YVqu1JkyapV69eeQYjSNf/VgwYMEDTpk0rVFvlUV4BN+5oq6jacacrV67o9ddfV4MGDRQaGqqhQ4dq/Pjxeu211zR27FgNGDBA1atXV8+ePU1vUjorKipKgwcPVnBwsAYPHqyXXnpJr732mkaNGqVOnTopJCREc+bM4fvfRUrr+L5mzZrq3bu3JW3Psg05H/DfdNNNTs26IknDhg1Tnz599OmnnxY4pjYMQzt27NCDDz6ohx9+WCkpKU61KUkbN25U8+bN9fHHH5fImYXKo+Iay2/atMl07derVy/Tw+LHHnvM8m/r4AVnnT59Wm3bttWMGTNsBiNIUnJysubPn6/Q0FD9+uuvTrVjGIbGjx+vfv36afPmzWXyu96d16nOjtcNw8iV13oJh6KUc7mFjRs3KjY2Nt/833zzjel70dnlGj766CO1bt1aM2bM0L59+/K9jyNJx48f14QJE9S2bdsCl7R45plnTOmClhCz5dtvv7UEI0jSww8/TDACAABAGUdAAkoU67UqQ0NDHSpvnT+vtS+t397PyspyqJ3MzEy72ilJrNdYTE1NzXXjydrOnTvVqVMn/f7776btXl5eaty4sdq3b6/Q0FD5+vqa9v/yyy/q2LGj3UEJL774osaOHZvrYbGXl5caNmyodu3a6Y477lCNGjXsqq+scdd54ay0tDS99957pm0lZZ3LrKws03rS0v+Oq5YtW+quu+5S06ZNVbFiRVOe9PR0Pfnkkw6t5ZzT/PnzNWHCBMt3i5+fn5o1a6Z27drZfAN9wYIFluk8UTg5p36VpPr16xe4xMuNN/Fu+OCDD3J9z9sye/ZsZWRkWNKDBg1y+AFYUcjIyMh109HHx0eNGjVSq1at1L59ezVp0iTXVOSXL19Wv379FB4e7lS7kydP1syZMy3pgIAA3X777Wrbtq3N7+833niD9aAd5EzAjavaKqp23GX16tVq1KiR/vGPf+T74DUrK0sbN25U586dNX78eKcfIP34449q2bKlVq9enWcdMTExmjBhgrp27VomAj6KW2ke3+ec4eDQoUP5PmhLT0/X8uXLLelhw4Y5vZSZreDkGjVqKDQ0VHfddZdatGhh803iVatWaeDAgU6dH3v37tXAgQNNx3z9+vXVtm1bNWrUyOk3geG84hzLWy/XkDMAwVbaOr+jUlNT9cADD1hmXZCkWrVqqU2bNrr11ltzHX+xsbHq1auXDh486HBbr732mj766CNL2s/PT02bNlWbNm0UHBzs/IcoQdx5nWo9Xl+wYIFdAU2LFy82La/WunXrXMENRemxxx6Tl5eXpOt/l5YsWZJv/pzH+O233+708lu2vt8DAgJ02223qX379mrdurXN2UYiIyPVpUsXU7CAtf79+5uuaVesWGGajdMeCxYsMKWfeuoph8oDAACg9CEgASVGWlparqlWHZmO0Vb+w4cP28xn/cAov4stW6wftJeGgIQ2bdpYLoRvyO/Nr3PnzmnAgAGm9UPvvPNOLV26VJcuXdLRo0e1c+dO/Z0FMn4AACAASURBVPHHH0pMTNTy5ctNa48eO3ZMI0eOLDAS/4MPPjCtDSpdny5w0aJFio+P1/Hjx7Vr1y7t379fcXFxio6O1oIFC3Tvvfc68vFLLXeeF844c+aM+vbta5o2uFu3brluGBW3tm3b6p///Kd+/fVXpaSk6Pjx49q7d69++eUXHTp0SMnJydq4caN69eplKvfcc88VOGOHtaioKE2YMEHS9anpv/76ayUkJCgyMlK7du2yrB/bsWNHU7nXX38919udcJz1+qoPPPBAgWXCwsLUvHlzS/rgwYMaNmxYnm/NSdLHH3+st956y5KuUqWKZs2a5USPi07Xrl01e/ZsHTx4UCkpKYqKitJvv/2mnTt36siRI0pKStKaNWtMb4llZ2fr8ccfL3A2EWs//fSTpk+fLkm66667tH79eiUkJOjgwYPavXu3zp8/r/DwcDVt2tRU7oUXXsgVNIS8ORNw44yUlBT99ttvpm233nqry9txlw8//FAPP/xwrjXR/f39FRoaqvbt26tx48a5ppn+6KOP7Frr2drvv/+uwYMHW94g9/Dw0C233KK2bdva/Bu+bds29enTR6mpqQ63hf8pzeP7AQMGmN4MzS8g8ttvv1ViYqIlXdgHx9WrV9e4ceO0du1axcfHKy4uTn/88Yd++eUX7du3T/Hx8Tp69KheffVVUxDypk2bco3h7fHss88qNTVVvr6++vvf/66YmBidPHlSu3fvVlRUlOLi4vTXv/61UJ8J9ivOsfyVK1e0evVqSzogIEADBw405WnYsKHprfsjR45ox44dTrc5Y8YMS3DBfffdpz179ujcuXPas2ePDh8+rHPnzundd981HesXL17Uo48+alew6g2RkZGaMWOGJKlJkyb66quvlJCQoEOHDmnPnj2KjY3VgQMHdOeddzr9WYqbu69Te/bsaVpyMi4uTv3799f58+fzLPPtt9/q2WeftaS9vb31f//3fw71sbCCg4NN/c5vlo9z585p/fr1lnRhv98rVqyoIUOG6PPPP9epU6d05coV/fnnn9q5c6d+/fVXRUdH68KFC5o3b54pwODcuXP5BghUqFBBo0ePtqRTUlL05Zdf2t2vU6dOacOGDZb0bbfdpnvuucfBTwcAAIBSxwBKiOjoaEOS5cfb29vIzs52qI633nrLVMeYMWNs5nviiSdM+Z577jm72zhy5IiprCSjcePGDvXTHl27djW1sXDhwkLXefvtt5vqHD9+fJ55e/fubcr79NNPGxkZGfnWn5iYaHTq1MlUbtWqVXnmP3DggOHt7W3K//DDDxtXr1616/Ps2bPHuHTpkl15Syt3nhe2ZGZmGhs2bDD9rF692vjwww+NoUOHGn5+fqa6O3ToYCQkJDj6Me02ZcoUU3thYWH55k9NTTV27NjhUBvWv69JkyYVWMb6O0GS0atXLyMlJSXPMikpKUaLFi1MZd5//32H+gqztWvX5vp/2Llzp11lo6KijLp165rKVq9e3XjhhReMJUuWGOvWrTNWrVplvP3220arVq1y5fv555+L7HOFhYWZ2psyZUq++c+fP28cPHjQ7vqzsrKMMWPGmNqYO3duvmVOnDhh87gfOXKkce3atTzLxcXFGbVr1zaVWbNmjd19Le/uuece0+/u2WefLZJ2/vOf/5jaqVKlSoFjAGfVr1/f1FZ4eLhL61+7dq3h4eFhauPBBx80fvrpJyMzM9OUNz4+3nj77bcNf39/h76bhw4dasp/4zN5enoaf/3rX43Tp0+b8h8+fNh4/PHHc50/L774oks/e2kRHh6e6/fnjNI4vt+7d69l39ixY01/V/I65/r27WvJ16xZM9O+qlWrmuovyPbt2420tDS7+793716jWrVqlvrr1KmT6zyyZv03TJJRuXJlY+vWrXa3W9a56hywpaSN5XP65JNP7BrXz507N9d1qb0WLlxoc7zy1FNP5XtNtX37dqNSpUqmMjNmzMi3LVvtdOnSxUhKSrK7v6VJcVynxsfHG82bNzeVCQgIMJ566ilj0aJFxvfff2+sWbPGmDVrVq4xU6VKlfK9N1FY1teps2fPtuxbtmyZad9vv/1ms46ZM2da8nh5eRlnz5617Bs4cKBD46WDBw8a58+ft7v/CQkJRps2bUxt/PHHH3nmj46ONry8vCx5W7dubXdbb7zxhqmdmTNn2l0WAAAApRcBCSgxIiMjTRclVatWdbiOf/3rX6Y6hg0bZjPfxx9/bMoXHBxs9432qVOn5rrREBwc7HBfC1IUAQnWdT788MM28+3YscOUr0+fPnbfXIiNjTUCAgIsZTt37pxn3uHDh5vaufvuu42srCynPltZ5c7zwpbExESbN9esf2rVqmXMmDGjyB5Y3eBoQIKzunTpYmmjZs2aBea3/n2EhITYFSyzbt06U7levXq5ovvl0sWLF3MFFAwaNMihOuLi4ozHHnvM8PT0tOu4r1SpkvHMM8+YbhYWBUcDEpyRnp5uNGrUyNJGu3bt8s1vKyChbdu2dn0HzJs3z1TumWeecdXHKNMKE3DjiJSUFKNBgwamdooq8MEwcgckzJo1K9fDs/x+8ntwFh8fb1SvXt10c3/JkiUF9mnfvn1GUFCQpZyfn59x4cKFPPNbByRI14MRVqxYkW877777bq4yOR9QlxeuehhbGsf3Of+/t2/fbtq3evXqXOXPnTtnVKhQwZLnnXfeMe13NCDBGdYPkdeuXZtvflsBCfPnzy+SvpVWRRmQUNLG8jndfffdpj5s2LDBZr4LFy6YgtgDAwPtDqSxFZDQokWLfIMnb5g/f76pXL169fItZ91OUFCQERsba1c/S6Piuk5NTk42xo8fb/j4+Nh1bHt7extDhw41jhw54szHtFt+AQlpaWmm7+cJEybYrCNnsIX1daGjAQnOOHLkiOk6aOLEifnm79evn6lPv/76a4FtXLt2zXTN5uPjY8TFxbnqIwAAAKAEY8kGlBjW00PnnCbRXn5+fvnWecMDDzxgWh/y3Llzdk05eu7cOc2ZMyfXdkenti4ugYGBpnRe/bZey3727Nm5pjHOS3BwsMaMGWNJ//zzzzanUYyNjdWKFSssaU9PT/3nP//Jtf5veefO88JZtWrV0t/+9jc99dRTZWbd35zr1cbFxSkqKsqh8pMnT1bVqlULzNezZ0/TFM3WU6TDPjeWGYiJibFsq1q1qs3v6/zUqFFDS5Ys0Zo1a1S3bt18896YqvSFF17QzTff7FS/SxIfHx898sgjlvTevXuVlpbmUB1vvfWWXd8BQ4YMMaU57guWkJCgZ555xrRt0KBBpuU2XOXll1/WyZMnLWl/f3/9/e9/d3k7+bXfs2dPu39+//33POv66KOPTMs0zJo1K9d65La0aNFCn3zyiSWdlpamefPmOfQ5/vrXv5rOKVteeeUVDRo0yJLOzs52+HsL/1Pax/cdO3Y0LY1ia9mGL774wrLMjaenpx5//HG39e+GYcOGmZaB2759u0PlQ0JCWCu8hCmOsfyxY8e0bds2S7p27dp5Lsl30003qU+fPpb0pUuXtGbNGqfb/uc//5lrKUNbnnrqKTVp0sSSPn36tGma+YI899xzCg4OdqqPpUFxXaf6+/trzpw5Cg8PV2hoaIH5hw0bpr/85S+m/0t38/X1NY1/ly5dmmvJst9++82ynIhU+OUanNGkSRPT2LKg7/exY8ea0gsWLCiwjR9++MF0zTZw4EDVqFHDwZ4CAACgNOLJH0qMq1evmtLOrIlcsWJFUzqvhyl16tTRsGHDTNv+9re/5XtjIzExUYMGDbK5xrujD22KS+XKlU3pjIyMXHmys7P1ww8/WNLt27fXbbfd5lA7OddIlHKveS1dX3c2KyvLku7Tp0+x3iQoqdx5Xjjr/PnzeuGFFxQSEqJ//etfMgzDpfUXh4YNG5rSe/futbush4dHrgeuefHy8tIdd9xhScfHxys9Pd3utnDdxIkTtW7dOtO2f//73w6vY7tv3z5169ZNAwYMMN0os+XatWv68MMP1bx5c40YMUKXL192uN8lTc7j/tq1a6abogWpWrWqevXqZVfeatWqKSQkxJI+ffq0/Z0sh1wVcGOPpUuX5nrw/s4775jWFS4tMjIyNHfuXEu6cePGGj9+vN3lBw8ebHrQ8fXXX9tdtnLlynr99dftyjt9+nRTevny5UpJSbG7LfxPWRjfjxgxwvLvtWvXKiEhwbT/s88+s/y7R48eBQbPFQV/f3/VrFnTknZkjCRJQ4cOJQC5hCmOsXzOY1mShg8fnu9xYR18Y13eXrVq1bJ7vGIr6CciIsLutoYPH+5I10qd4rpOPXHihAYNGqS7775bkZGRBeZfvHixOnTooL59++rs2bMO99FVcgYYxMXFme65SOZjukqVKqaARXfKeT1Q0Pd7nz59TGP6L7/8UqmpqfmWyRnwKYkANQAAgHKEOwEoMawj6m09LC+I9YO8/KL033nnHVMkdkZGhgYPHqywsDD99NNPunTpktLT03Xs2DHNmTNHt99+u3bu3Ckp90wD1g/6S6qkpCRT2voGgCQdOHDA9GCtbdu2DreT86JUkg4dOpQrj3WQwgMPPOBwO+WBu88La4GBgTKuL+8jwzCUlZWlhIQE/fbbb5ozZ47pYXpSUpJefvllhYWFKTs72+F+FrXMzEz997//1fjx43XPPfeobt26qlKlijw9PeXh4WH6sb5RmfMN24I0aNBAN910k935c97Ul1QmHmy705w5c/Tee++Ztk2aNElDhw51qJ6lS5fqrrvu0pYtWyRdDyx56KGH9N///lexsbHKyMhQYmKidu7cqddff90ys4VhGFq8eLE6deqk+Ph413woF0pNTdWyZcv0zDPPqEOHDqpdu7YCAgJsHvfWb+A7cty3bt3aoQdMOY97jvn8uSrgpiC7du3S6NGjTdseeOABPf/88y5tx1327NljOicfffRRu96Izalnz56Wf+/fv19Xrlyxq9zAgQNVpUoVu/Leeuut6tixoyWdmpqq3bt3O9RP/E9pH98/8cQTllnJMjIytGzZMsu+ffv2af/+/ZZ0zuAFV/jjjz80depUDRw4UE2aNFH16tXl4+OT62+Fh4eHYmNjLeUc+VshqUhmdkHeSuJY3jCMXDOAFDR7Tf/+/U3fqxs2bHDq4fLdd9/t0N+Cbt26mdK7du2yq1xAQICaNWvmSNdKneK4Tg0PD1fLli31zTffWAJnevTooRUrVig6Olrp6em6fPmy9u3bp+nTp6tOnTqWst9//73atm2ro0ePOtxPV+jcubMaNWpkSec8BzIzM/Xll19a0o888kiu2SMK4/z58/rwww/12GOP6Y477lCtWrXk5+dn8/t96dKllnKpqan5Bol4enqaAgquXLmi5cuX55n/3Llz+u677yzphg0b6r777ivkpwMAAEBpQUACSgzrm37WEff2sL5Yyu9GYp06dbR8+XL5+/tbtt24OdK1a1cFBQXJ19dXjRs31oQJEyw33urUqaMZM2aY6rK+gVlSWT/0sfX7sQ4emDt3rs0L1fx+br/9dlMd1m93Sden6czJmcCH8sDd50VBPD09FRQUpFatWmn8+PH6/fffNWvWLNOSHosXL9a//vUvp9twNcMw9Omnn6pu3boaMGCAPvroI23dulVnzpxRUlKSXW+BXbp0ye72rAMMCpLzO0gqPTOulARffvmlXnzxRdO2kSNH6t1333WonoiICD3xxBOWG6l+fn7673//q5UrV6pfv34KDg6Wt7e3AgMD1b59e7311ls6ePCg6XsrMjJSQ4YMKTEzhGRmZmr69OkKDg7W8OHD9fHHH2vnzp2KjY1VcnJyiTruOebz5qqAm4JERUWpf//+pv+Lpk2bavHixXYv2eQq4eHhpodnBf1YPyy6wTrwsbABltnZ2Tp8+LBd5fLqk7357X3ghdxK+/g+JCTEdDzkfGM2578DAgI0ePBgl7R54MABde3aVc2bN9ebb76pb7/9VlFRUbp48aIyMzMLLO/I3wop9yxUcK+SMJYPDw/XqVOnLOnQ0FC1atUq3zK+vr566KGHLOmsrCwtWbLE4babN29eqPwnTpywq1z9+vXd/vfT3dx9nXr48GH179/fEhzo6empBQsWaOPGjXrkkUdUr149+fj4qEqVKmrRooUmTZqkyMhI9e7d21JHbGys+vfv71RfXSFnINm3335r+f78/vvvTcFdrlqu4cKFCxo1apTq1KmjF154QV9++aUOHjyouLg4u38HBX3Hjx49WhUqVLCk81u2YeHChaalKkaPHl3mzxMAAAD8DwEJKDGsLz5TU1MdfrBjPcVtQQ9eu3fvrq1bt5oi1fPTqlUrbd68WQEBAabtpSUgIS4uzpS2NQWzrSlrC8vW26/WQQqOPswqL4rjvHCEh4eHXnrpJb3zzjum7VOnTlViYqLL2nFWdna2RowYoTFjxuQ6/h3hyDIKzqyfmlNJeaBd0n333XcKCwsz/b4GDx6sTz75xKEbW1lZWRozZoxpCZl58+apb9+++ZarXbu2vvvuO1WvXt2yLSIiQl999ZUDn6JopKWlqXfv3po8eXKumXEc4c7jHrm5KuCmIGfPntX9999v+o6sV6+e1q9fr2rVqrm0LXeyDrAcMGCAwwGWL730kqkOWwGWtrjrgRdsK+3j+5wPrHbt2qXDhw/r2rVrprdnH3roIVWqVKnQbX333Xdq27atfvrpJ6frcHSpKXtnD4F7FMdY3nq5BetlEfLiimUbHJnFTJKCgoJMM0DZG4BTHo5zd1+njh071pT/jTfe0JgxY/Ktv0qVKvr6669NS1AePny4SJa9skfOWXDS09MtswnkPJYbNmyou+++u9BtHTt2TK1atdLChQtN1zmOKug7/uabb9aAAQMs6R07dthcSuPGSwI3eHl56cknn3S6XwAAACh9KhScBXCP6tWry8PDw3IRm5mZqbi4ONWqVcvuOs6cOWNK2/OQu1WrVjp06JAWLlyoxYsX65dffjFFbUtSixYtNGrUKI0dO1Y+Pj7asGGDaX/jxo3t7mNxSUlJ0ZEjR0zbbN2odfQtJ3vYmvLT+iFZaVn2wt2K67xw1EsvvaSPP/5Yx48fl3T9eFu5cmWxrwk5bdq0XG9PValSRd26dVObNm1Ur149BQYGytfXV97e3pY8v//+u15++WV3dxd2Cg8P1yOPPGL6ru7Zs6eWLl3q8JTsa9euNc3Y0rRpU7unwa5Vq5ZefPFF/f3vf7dsW7BggYYMGeJQH1xt3Lhx2rx5s2lbjRo11K1bN7Vo0UL16tVTlSpV5OfnZ/p9rV+/XjNnznR3d2GDqwJuCpKQkKD777/f9AC8Ro0a2rBhg8uXhHA3dwVY2uLoAy/r/EUxFitvSvP4/uGHH9bzzz9vefD2+eefq0OHDqagIVe8PXvkyBE9/PDDpmnWPTw81L59e3Xq1Em33HKLgoOD5evrmyvo7PHHH9f58+edajfneAslh7vG8snJyfr6669N22rVqqWNGzcWWDY7O1uVK1dWcnKypOuzU+3evVvt2rWzu31HA3k8PDzk5+dnOR9vtF2Q8nCcu/M6df/+/YqIiLCkg4KCNHHiRLvaqFSpkl5//XVTQMuCBQs0adIku/vpKg0bNlSXLl0sQWCff/65Hn74Ya1du9aSZ8SIEYUe62VkZOiBBx5QTEyMaXuTJk3UtWtX3XbbbapTp478/f0tSzfcMHPmTK1fv96h9saOHatVq1ZZ0gsWLNDs2bNNecLDw03XXH379rX5ggwAAADKLgISUGL4+fkpJCTENH1jdHS0Qxe00dHRpnTTpk3tKuft7a2nn35aTz/9tFJSUnT69GlduHBB/v7+qlevnukNWEm5Ir5Lw3IDe/bsyRUZb2tqTOubNMOHD9eoUaMK1batC03rt9CSk5Nz/Z5RvOeFIypUqKABAwbo/ffft2zbvn17sQYknD9/XtOnTzdte/XVV/Xaa68VGABTmLdIULR27typAQMGmKYZ7dSpk1avXi0fHx+H69u0aZMp3bdvX4duAvbv398UkPDzzz8rKyvL4cAIV9m3b5/pLStvb2/NmDFD48aNK/D3Y72UDoqHKwNu8pOUlKTevXvrjz/+sGyrWrWqfvzxR9ObhKWVuwIsbXH0gZf10j32PvBC/krr+L5y5coaPHiwFi9eLElasmSJacaP+vXrq2vXroVuZ/LkyaY3X9u3b6/PPvvMrnEiU2yXPe4ay69cuTLXW/GjR492ur5FixY5FJCQmprqUP2GYZiWFSCI/n/ceZ1qPV6/9957Hfpbe2N8fyN4IioqSrGxsbr55pvtrsNVwsLCLAEJ27dv17Rp0yyBYR4eHnYHRudn/vz5ppdRatWqpUWLFpmWr8hLzlkM7HXfffepUaNGlmuJxYsX691331XFihUteayXcijuFxcAAADgfgQkoERp2rSp6YI2MjLSoRsM1tPzOvPg1d/fv8ByBw4cMKVLQ0DCypUrTenKlSvb/N1a35wNDAzUfffd5/L+WE8DHRcXpwYNGri8nbKgJJwX9rCecePcuXNF0o69vvnmG9MNxKefflr//Oc/7Spr77TccK/9+/erT58+pod1rVq10vfff5/rgZ69rKdGd3Rta+v8aWlpSkxMLLYAqxUrVpjeqp86dWquaf/zwnFf/FwdcJOXtLQ09evXT7t377Zsq1SpktauXVvgOt6lhfWDivfee0933HFHoeq0t7yjD7yKcmklXFfaxvcjRoywBCRER0ebHtrlnPLbWcnJyaY3cmvVqqUffvhBQUFBdpUvCctywfXcMZZftGiRS+tbtmyZZs+ebfffyAsXLjhUf2JioikYrbQs1egu7rpOLex4PTAwUEFBQaax7pkzZ4olIOGRRx7R888/b7lO/eCDDyz7OnfurFtuuaXQbSxbtsyUXr16tTp27GhXWWeuBzw8PPT000/rlVdekXR9lqpVq1Zp+PDhlvTq1ast+evWras+ffo43A4AAABKN8+CswDu07JlS1N6+/btdpeNjY3VyZMnLWlvb2+Fhoa6qmsWCQkJ+uWXXyzpqlWrqlOnTi5vx5WSkpJyrbHZp08fU8T6DdYX91FRUUXSpyZNmpjSe/bsKZJ2yoLScF7YUtxTleY8T6Xr09jbK+cbwygZDh8+rJ49e5oegjRr1kw//vijqlat6nS91uuiVqjgWKymreO8OGfYyHnce3p6auzYsXaX5bgvXkURcGNLRkaGHnroIdOa8RUrVtSaNWvUuXNnl7VT3KyDgho1aqT77ruvUD/2vvXp6AMv6+UleODlfiVtfH/vvfeqbt26Nve54u3Z3377zbRUw/Dhw+0ORoiKiipwTXGUDa4ey584ccL0t8cVEhIS9O2339qd/+DBgw7Vbx2o5OiD8LLOXdephR2v36g/p+IarwcEBOjBBx+0uc8Vy/FkZ2ebAk5btmxpdzCC5Pz1wJNPPmkKDMo5I8LixYtN/4ejRo0qttnkAAAAUHwISECJ0q9fP1N648aNpjc982O9zl337t2L5A2zr7/+WpmZmZb08OHDHZ6a192mTJmipKQk07a8HlK1b9/e9Hm2b99uelPTVbp06WJKf//99y5vo6woDeeFJNPbMZIcmq6zKFivbezIFOSbN292dXdQCKdOndJ9991nWj+7YcOG2rBhg2rUqFGouq3Xbj979qxD5a3XvvXw8HB4/XhXynnc16hRw+4HTNnZ2dqyZUtRdQsFKKqAG2tZWVl69NFHtW7dOsu2ChUqaNmyZerZs6fL2ikJ3BVgaQsPvEqfkja+9/T0NK13fkPHjh1zBfU6gzESbCnqsfznn39uuoYZOXKkDMNw+OfG7CE3WAfe52fbtm0OPYi2Hhu1b9/e7rLlgbuuUws7Xk9PT88V/FfYa4jCsBVY5uvrq0ceeaTQdV+8eNG07Jcj3+9HjhzJdW1jrxo1amjw4MGWdEREhGXs9cknn1i2e3p6FnpJUAAAAJROBCSgROnUqZPpjbbjx48rIiLCrrLWa90NHDjQlV2TJF29elVvv/22aVtJX/tu1apVmj17tmlb9+7dde+999rM7+PjY9qXkpKihQsXurxfPXr0ML3ZsG7dOh09etTl7ZQFJf28kK6vr/rdd9+Ztt15551F0pa9rG+G5XwTMD/79u3Tjh07iqJLcEJsbKx69OihmJgYy7Y6depo06ZNqlOnTqHrt14qxtEHLdZr2tavX9+pt7ZcJedxb+8xL0nffvut6XcM9ynKgJucDMPQqFGj9PXXX1u2eXp6auHChRo0aJDL2ikpunfvbkq78yGqo8E9PPAqXiV1fG/rTVlXvD0rOT9GMgxD8+bNc0kfULIU9VjeMAx9/vnnpm3Dhg1zqq6BAwfKz8/Pkv7hhx9yBdnkJS4uTj/++KNdebOzs7VkyRLTtq5du9rf0XLAXdep1uP1iIgIuwMfpOt/Z3M+pK9YsaJLriOcdd9996l27dqmbYMGDXJJEKqz3++SNHfu3EK1/cwzz5j68cknn2jHjh2mWRfuv/9+1a9fv1DtAAAAoHQiIAEliqenp0aOHGnaNnXq1AIvNjdt2qStW7da0gEBARoyZIjL+zd58mTTmyOPPvqoWrdu7fJ2XGXWrFkaOnSoaZu/v3+BF5oTJ040padMmWJau9YVatWqZboJlZ2drdGjR5vW6MR1Jf28kKSFCxfqzz//NG0bMGBAkbRlr+DgYFN627ZtBZbJyspyaGkHFK2EhAT17NlTx44ds2yrUaOGNmzY4LI3iHv06GFKb9u2LddyH3nJyMjQe++9l2997pbzuE9MTFRkZGSBZZKTk/XSSy8VZbeQh6IOuMnp+eefz/UwaO7cuTbfwi4LOnfurICAAEv6hx9+cNssCd98842uXLliV94jR46YguAqVark0PrbKLySOr5v2rSpkpOTlZSUZPlxVaCEM2MkSZo3b5727dvnkj6gZCnq+ICGywAAIABJREFUsfzWrVt1/PhxS7pGjRpOj5kCAgLUt29fS/ratWv64osv7C7/2muv2TVLwoIFC0wB83Xr1tX999/vWGfLOHddp1ofK9HR0VqxYoVdfTQMQ++++65p2913321z+Up38fLy0rFjx0zf79ZjNGfddNNNpuDoX375xRSMkZd9+/YVOiChW7duatq0qSW9aNGiXHWWhIA/AAAAFA8CElDivPLKK6ap+rZs2aLp06fnmf/MmTMaM2aMaduECRNyrR1si/VNl7xkZWXptdde0wcffGDZFhQUlGvmgZLg2rVrWr58ue666y5NnDjRdPHp5eWlzz77zHSRaMs999yjXr16WdLx8fG6//777f59SdcDDNasWaNXXnklzzyvvvqq6UbA1q1bNWzYMLvXpd2zZ48uX75sd59KM3ecF1u2bNGMGTOUmprqUN+++uorPfvss6ZtjzzySLG/+WC99vPrr7+utLS0PPNnZWVp1KhRzI5QQiQlJal3796mN2oCAwO1fv16NWvWzGXtdOnSRSEhIaZtw4cPLzAIKzMzU6NGjdLhw4dN212xtndhWB/3kyZNyjfQKzU1VYMHDzY9JIB7uCPg5oZXX3011w3hWbNmmd5kK2t8fX31/PPPW9JZWVl65pln7LopX1jJycmaNm2aXXmtx0lDhgyRv79/UXSr3ChL43t/f39VrlzZ8uPp6ZrL9zZt2pjW+l61alWBa79/9913+utf/+qS9v9fe3celWWd/3/8BQjegiKbgGZIiuKCIilgWrmUNup4rLRCp2w5k2bHMZespjOTts2UuTQtk+bk1pyyo2lmi5amuaRJrnPUJJTIhVREEAk3+Pz+6Of99eK+gRu52PT5OOc6x8/n+izv6+a+rvu6r/vtdaFq1OZz+fnz51vKQ4cOrdQdpYYNG2YpV+SxDbt27So3AXnLli0u7/cxY8bw3Hs3quN7aqtWrdStWzdL3ejRo7V79+4yYzPG6K9//avWrl1rqbfrbjOV4XA4LMd3X19fW8b18fFRcnKys5yVlaXp06eX2Sc9PV2DBw+2PLroSl1+bnns2DHLXUYiIiI0aNCgSs8BAACAOsoAtdA//vEPI8myjB492hw5csTZpqioyCxbtsxERUVZ2jVr1sycOnXKo3nCwsJMz549zaxZs0xmZqbL+vz8fPPRRx+ZhIQEyxze3t5m6dKltm2vOz179rTMOWnSJPP1119blpUrV5pFixaZWbNmmb/97W+mb9++JjAw0OW1k2QaNmxYoZiPHTtmrr/+essY/v7+5oknnjA7d+40xcXFLn1ycnLM119/bcaNG+fs27NnzzLnefPNN11ibdWqlZk/f77JyclxaX/o0CEzZ84c06tXLyPJZGRkeLxNdV1V7xfLli0zkkxQUJB55JFHzIoVK8yvv/7qtu3p06fN8uXLzYABA1xiCgkJMb/88out237J5MmTLXM9+OCDpbbNzs42jRo1srRPTk42W7ZssbS7cOGCWblypenSpYuzXbt27Sz9Jk+eXGZcl7ct7z1f0oMPPmjpfy29p8tyaR+/fHnhhRdcjoOeLO6OJZdbsGCBy1yhoaHmjTfecOl7/vx58+WXX5qkpCSXPgMHDqyS16Lke6Ss9+O+ffuMt7e3pf2AAQPMnj17LO0KCwvN4sWLTUxMTKnv+3nz5pU6T0ZGhsf7ojslP+OuNadPnzaJiYmW1yAoKMjs2LHD9rleeeUVl/dqece06tSiRQtLbGvXrrVt7OzsbBMaGmoZf8iQISY/P9/jMfLz882MGTPMwoULS21z3333ubzG3t7eZvHixWWO/eqrr7r02b59u8ex1TUbN250e4yeNm2a5XWIiIgo9Xhe8ljmTl06v7d7n2/cuLHHx9Zhw4ZZ2gYGBprZs2ebwsJCS7u0tDQzevRo52dLeHi4Zb9q0aJFmfNwnvN/qnofqK3n8gUFBS7n5OvXr6/UmIWFhS7fe90dP+fNm2dpc/lnTt++fc22bdss7XNycsyrr75qHA6HpV9cXJw5f/58mTFV5vtAXVcd12/WrVtnvLy8LH39/f3NCy+8YLKysixti4qKzMaNG80dd9zhElfHjh1NUVGR7a9Bye+pM2fOtHX8wYMHe3y+NHv2bEtbLy8vM3HiRHPs2DFLuxMnTphp06Y5Pzu8vLxMbGxspY7ZOTk5LvvPpeXpp5++gi0HAADA1eLauwKMOqGoqMj88Y9/dPkC4+PjY1q2bGkSEhJMUFCQy/oGDRqYjRs3ejxPyYvUISEhplOnTiYpKclER0cbPz8/tzHMnTu3Crf+dyUvWFZm6devn0lLS6twDLt373ZJSri0NG7c2LRv394kJyebDh06mKZNm7pt58nFmPHjx7vte+nvnZiYaDp16mSaNGni0uZauqhZ1fvFpYuYJZcmTZqYdu3ameTkZJOQkGBatGjhcjHo0hIUFORyYc9OFUlIMMaYqVOnuo0zIiLCJCYmmo4dO7pczGzbtq1Zvny5pY6EhOpn1/GvvAt2lzz22GNu+3p7e5uYmBiTlJRk4uLiTEBAgNt2bdq0MdnZ2VXyWlQkIcEYYx5//HG3MV5//fUmKSnJtG/f3vj7+1vW3XrrrWbOnDmWOhISqk51JdzMnz/fZZ6bb775iubx5IfgK1GVCQnGGLN69Wrj4+Pjsi+8/vrr5tChQ277ZGZmmo8++sgMGzbM+SPaP//5z1LnKJmQcGmbvL29zYQJE8zhw4ct7dPS0swDDzzg8rcZO3asrdte25T8W1/J4smxpi6d39dkQkJ6errbRGaHw2E6depkEhMTTfPmzV1epy+++MLytyQhwXNVvQ/U1nP5hQsXWuZo3ry52+T2ihoxYkS5x9CSCQlvv/226dixo6UuMjLSdO3a1cTGxhpfX1+X1yQ4ONjs2rWr3Hgu73OtJSRU1/Ubd0mWl5bo6GiTlJRk4uPjXY6Fl+8LBw4cqJLXoDYlJJw/f9507tzZZfu9vb1NbGysSU5ONjExMS7nR88++6wtx+yS+6b0e7LDTz/9dOUvAAAAAOq8a+8KMOqMwsJCk5KS4vHFmdDQ0ApfxC55wbK8pXnz5mbNmjVVs8ElVDYhISAgwAwbNsxs2rSpUnEcP37c7f8s8HR54IEHPJrn7bffdvmBzJPlWruoWZX7RWkXMT1d+vbtaw4ePFil2//cc89Z5vzzn/9cbp9Ro0Z5vA0dO3Y0hw4dMmvXrrXUk5BQ/SrzXiy5eLIPFBUVmSlTpph69epVePx+/fqZo0ePVtlrUfKi3ksvvVRm+3Pnzrm9KFza0rt3b3Pq1CmXi/YkJFSd6np/lzy+VGap6N/YU1WdkGDM73dBcfcjtPT7/8yMj483SUlJJjY21u0PJlLFEhJWrlxpOafx9vY2rVq1MomJiaX+IJmUlGTOnDlj+7bXJjWVkFDeUpPn9zWZkGCMMatWrTINGzb06HVyOBxm0aJFxhhDQsIVqqmEBE+XqjqX79Onj2WeiRMn2jLuF198YRk3LCzM5S4G7s5tDh065HJXqNKWiIgIs3XrVo/iubzftZaQYEz1XL8xxphZs2Zd0XWDLl26mP3799u/4f9fbUpIMOb35MrWrVt7/PpMmDDBFBcX23LM3rRpk8v4vXv3vrINBwAAwFXDnodQAlXA4XDoww8/1JIlS9S5c+dS2wUEBOjxxx/X3r171atXrwrN8eyzz+qmm24q9/mVMTExmjp1qvbv368+ffpUaI6q5Ovrq4YNGyoqKkqJiYlKSUnRSy+9pDVr1ujEiRP64IMPXJ4nXlFNmjTRypUrtX79eg0aNKjc5xp7eXkpISFBzzzzjHbv3q2FCxd6NM/jjz+uAwcOaOzYsYqIiCizbVBQkIYNG6Y1a9YoOjra0025KlTlftGvXz8tXbpUjz76qGJjY+Xl5VVun8DAQA0fPlxr1qzRV199Zftzz0sqLCy0lBs1alRun1mzZmnhwoVq2bJlqW3Cw8P14osvKjU1Vc2bN690nKh7vL29NXnyZO3atUujRo1SYGBgme19fHzUp08fLV26VCtXrlTTpk2rLLaKvu/9/Py0fPlyzZw5U5GRkaW2i46O1ltvvaXVq1crKCjIlliB2mjEiBH69ttv3X4OHD16VLt27dLWrVu1f/9+5ebmurSpV69ehfbx+Ph4LVu2zHnOVFxcrAMHDig1NVWZmZku7bt3765Vq1aVe44Fz9T18/vq1K9fP6Wmppb5TO969epp6NCh2rVrl+67775qjA4VVRvP5X/55RetXbvWUpeSkmLL2H379lVYWJiznJ2drc8//7zcfs2bN1dqaqomTZqkhg0bum0TEBCgkSNHau/evUpMTLQl3qtddVy/kaRRo0Zp7969evLJJ9WkSZMy23p5eSkpKUnz5s3T5s2b1aZNmwrPV1dFRUUpNTVVY8aMkcPhKLVdt27dtGrVKk2fPt2jY4YnunfvrtjYWEvdo48+asvYAAAAqLu8jDGmpoMAPJGenq7vv/9eR44c0fnz5xUUFKR27dqpR48eZX7B8sRvv/2mHTt2KD09XcePH9fZs2fl7++v5s2b68Ybb1Tr1q1t2oq678KFC9q6dasyMjKUnZ2tgoICBQQEKDg4WG3atFH79u3VuHHjSs1hjNHOnTu1b98+nThxQvn5+QoICFBkZKTat2+vuLg4+fj42LRFdVtV7he5ubnau3evMjIydPz4cRUUFMjPz0+NGzdWaGioOnbsqDZt2th24cITjz32mGbPnu0sP/fcc3r++ec96nvpfbVt2zZlZ2fLGKPw8HDFxcWpa9euvKdgUVxcrD179mj37t3KycnR6dOn5XA4FBQUpFatWqlr166lXsS22x/+8AetWrXKWZ47d64efvhhj/pevHhRqamp2r17t06ePCkfHx9FRkaqc+fOio+Pr6qQUQ47j5tr164t9YL+Qw89pAULFtgyz4MPPqj58+fbMtbloqOjLT/Sl7U9lXXx4kW9//77mjVrlrZt26aioqJS2zocDt18880aOHCghg8frvDw8FLbpqSk6KOPPnKWs7KyFBkZqfT0dE2aNEmffvqpiouLXfpdd911evLJJzV27Fh5e5MnbjfO7ysmKytLGzZs0OHDh/Xbb78pMDBQMTEx6t69O0lrdVRtPJevbvPnz7ecM82bN08PPfSQs3z27Flt3LhR+/bt0+nTpxUcHKwWLVqod+/e8vf3r4GIrx5V+T31EmOMfvrpJ+3YsUPZ2dnKy8uTr6+vgoKCFBUVpaSkJAUHB9syV1125swZbdiwQenp6crLy1ODBg10/fXXq1u3boqKirJ9vvz8fDVt2lQFBQWSpNDQUB05ckT169e3fS4AAADUHSQkAADqjDvuuENfffWVs1zyoiJwNYqNjVVaWpqzXJU/2ALXitzcXG3evFlZWVnKzs7WxYsX1ahRI0VERKht27aKjY217cL58ePHtXHjRh08eFDnz593ztG9e/er+odAAKhp5SUkALDfu+++q1GjRjnL48aN08yZM2swIgAAANQGZd/HEgCAWqK4uFg//PCDpS4uLq6GogGqR05OjtLT0y11vO+BygsKClL//v2rZa7w8HDdfffd1TIXAABATbr8joaSNHLkyBqKBAAAALUJ9wYFANQJK1euVE5OjrMcHBysTp061WBEQNVbtGiR5Vbv7du3tzwvGQAAAABqg9WrV2v79u3Ocp8+fdSuXbsajAgAAAC1BQkJAIBa7+jRoxo7dqylbsiQIfLz86uhiICqt2fPHk2ePNlSN3z48BqKBgAAAADcKygo0Lhx4yx1EyZMqKFoAAAAUNvwyAYAQK2zbds2nTx5Ujk5Ofr+++81b9485eXlOdc7HA49/fTTNRghYL9NmzbpzJkzOnHihNavX6+FCxfq3LlzzvVNmjTR6NGjazBCAAAAAPj9u0thYaHOnTuntLQ0vf322zpw4IBzfXJysgYOHFiDEQIAAKA2ISEBAFDrTJw4Ud9++22p61977TXFxMRUY0RA1fvTn/6kzMxMt+vq1aund999VyEhIdUcFQAAAABYlfXdxdfXV7NmzarmiAAAAFCb8cgGAECdERwcrLlz52rMmDE1HQpQbZo1a6bly5frzjvvrOlQAAAAAKBUvr6+mjt3rjp37lzToQAAAKAW4Q4JAIBaq2HDhgoNDVVcXJxuv/12PfTQQwoKCqrpsIAqFRgYqLCwMN14443q16+f7r//fjVo0KCmwwIAAAAAF35+fmrWrJl69+6t8ePHq2PHjjUdEgAAAGoZL2OMqekgAAAAAAAAAAAAAADA1YVHNgAAAAAAAAAAAAAAANuRkAAAAAAAAAAAAAAAAGxHQgIAAAAAAAAAAAAAALAdCQkAAAAAAAAAAAAAAMB2JCQAAAAAAAAAAAAAAADbkZAAAAAAAAAAAAAAAABsR0ICAAAAAAAAAAAAAACwHQkJAAAAAAAAAAAAAADAdiQkAAAAAAAAAAAAAAAA25GQAAAAAAAAAAAAAAAAbEdCAgAAAAAAAAAAAAAAsB0JCQAAAAAAAAAAAAAAwHYkJAAAAAAAAAAAAAAAANuRkAAAAAAAAAAAAAAAAGxHQgIAAAAAAAAAAAAAALAdCQkAAAAAAAAAAAAAAMB2JCQAAAAAAAAAAAAAAADbkZAAAAAAAAAAAAAAAABsV6+mAwAAAAAAO0RHRyszM7PMNvXr11f9+vUVGhqqyMhItW7dWh06dFCPHj2UlJQkX1/faooWAAAAAAAAuPp5GWNMTQcBAAAAAJXlSUJCWYKCgnT33XfrL3/5izp37mxjZPaYMmWKnn/+eWd57dq16tWrV80FBAAAAAAAAJSDRzYAAAAAgKTc3FzNnTtXCQkJuueee3TkyJGaDgkAAAAAAACo03hkAwAAAICr0rRp0xQfH2+pu3Dhgk6dOqXc3FxlZmZq8+bN+uGHH1RYWGhpt2TJEq1bt06LFy/mLgQAAAAAAADAFSIhAQAAAMBVqUuXLh4lExQWFur999/X66+/rn379jnrs7OzNWDAAH355Zfq2bNnFUYKAAAAAAAAXJ14ZAMAAACAa1qDBg00cuRI7d69W+PHj7esKyws1D333KOsrKwaig4AAAAAAACou0hIAAAAAABJ9erV04wZMzRjxgxL/YkTJzRp0qQaigoAAAAAAACou3hkAwAAAABcZvz48dqwYYOWLVvmrPvggw/097//XbGxsR6NcfjwYe3Zs0cZGRnKy8uTJIWEhOi6667TTTfdpODg4CqJ/Urt379fu3bt0okTJ5SXl6eQkBA1a9ZMN998s0JCQmo6PAAAAAAAANRRJCQAAAAAQAnTpk3T8uXLVVxcLEkyxmj27Nkud0+45OLFi1q9erWWLFmi1atXKzMzs9Sxvby81K1bNz311FMaPHiwvLy8Sm27bt069e7d2+260uovMcaUuf7MmTOaPn26FixYoIyMDLdtfHx8dMstt+iFF17QLbfcUuZ4AAAAAAAAQEk8sgEAAAAASmjZsqUGDRpkqfvkk09KbZ+SkqL+/fvrvffeKzMZQfo9UWDz5s266667NHToUBUUFNgSc0V89tlnatWqlaZMmVJqMoIkFRUVad26dbr11ls1atQoXbx4sRqjBAAAAAAAQF1HQgIAAAAAuHH33XdbyhkZGaUmG5w9e9alrkmTJmrfvr2Sk5MVHx+vsLAwlzZLly7V4MGDnXdiqA7vvvuu7rzzTh0/ftxS7+/vr3bt2ikpKUkxMTHy9vZ26Td06NBy77wAAAAAAAAAXMIjGwAAAADAjeTkZJe6HTt2qEWLFm7bh4WF6d5779XAgQOVlJTkNgEhPT1dc+fO1cyZM51JDGvWrNG//vUvjR8/3qV9fHy8vv76a0nSwoUL9f777zvXTZs2TfHx8RXapjVr1mj06NGWBIhBgwZp4sSJ6tGjh+rV+7+viDk5OfrPf/6jl156Sfn5+ZKk5cuXa+rUqXr66acrNC8AAAAAAACuTV6G/94CAAAA4CoQHR1tuYPB2rVr1atXrysezxijwMBAnTlzxlk3ffp0TZgwwaXt5s2blZCQIIfD4dHYO3fu1G233aacnBxJ0nXXXaeff/7ZkhBQ0pQpU/T88887yxXdvtzcXLVr106//vqrJMnb21tz5szRI488Uma/vXv3qlevXjpx4oQkyc/PT5mZmYqMjPR4bgAAAAAAAFybeGQDAAAAALjh5eWl0NBQS11WVpbbtjfddJPHyQiS1LlzZ02dOtVZPnLkiL766qsrC9RDs2bNciYjSNLLL79cbjKCJLVv317z5893ls+fP6+33nqrKkIEAAAAAADAVYaEBAAAAAAoRVBQkKV8+d0SKislJUU+Pj7O8nfffWfb2CUVFRXpzTffdJajoqI0ceJEj/sPGDBACQkJzvLHH39sa3wAAAAAAAC4OpGQAAAAAAClaNiwoaV8/vx528YOCAhQeHi4s7xjxw7bxi5p165dOnr0qLOckpIiX1/fCo3Rr18/579//PFHZWdn2xYfAAAAAAAArk6lP6AUAAAAAK5x+fn5lnL9+vXL7bNnzx4tWbJE27dv1969e3Xq1CmdPn1aFy5cKLNfVf7Av2HDBku5a9euFR4jKirKUt63b59uueWWSsUFAAAAAACAqxsJCQAAAABQiry8PEu55B0TLve///1PY8aM0fr1669ortzc3Cvq54l9+/ZZyvfee2+lx8zJyan0GAAAAAAAALi6kZAAAAAAAG4YY1zuWtCsWTO3bT/77DMNGTKkUo90OHfu3BX3Lc/JkydtH7NksgYAAAAAAABQEgkJAAAAAODGjz/+qIKCAktdq1atXNqlpaVp6NChlmQELy8vJSUlqXv37mrZsqUiIyPlcDjkcDgsfe+//34dO3asajbgMlVx94Xi4mLbxwQAAAAAAMDVhYQEAAAAAHBj69atLnUJCQkudc8884zl7gZJSUlasGCB2rZtW+4cXl5elQvSQ/7+/pbyK6+8oi5dulRqzA4dOlSqPwAAAAAAAK5+JCQAAAAAgBtLliyxlGNiYtS8eXNL3ZkzZ/T55587yxEREVq5cqWCg4M9muPUqVOVD9QDYWFhlvINN9yg22+/vVrmBgAAAAAAwLXLu6YDAAAAAIDa5uDBg/riiy8sdXfddZdLu+3bt1se1TBs2DCPkxHS09Mtd1aoSjfccIPL3AAAAAAAAEBVIyEBAAAAAEp48sknVVxc7Cx7e3tr5MiRLu2OHTtmKcfGxno8xzfffFOhmLy9rV/fjDEe9+3du3el5gYAAAAAAACuBAkJAAAAAHCZmTNnatmyZZa6ESNGKCYmxqVtyaSAy++WUBZjjN55550KxRUQEGAp//bbbx73TUpKsty54ZtvvtHevXsrND8AAAAAAABQUSQkAAAAAICkixcvauLEiZowYYKlPjIyUq+++qrbPpGRkZbyxo0bPZrrnXfe0c6dOysUX0hIiKWckZHhcV9fX1+NGzfOWTbGaNSoUbpw4UKFYgAAAAAAAAAqgoQEAAAAANe0s2fPas6cOerUqZNmzJhhWefv768lS5YoPDzcbd8uXbrIz8/PWV66dKm+++67Muf77LPPXJIePNGhQwdL+eOPP65Q/yeeeEIRERHO8saNGzV06FDl5eV5PEZBQYHeeOMNvffeexWaGwAAAAAAANemejUdAAAAAABUhW3btunixYuWugsXLig3N1e5ubn6+eeftWXLFv3www9uH38QERGhJUuWqEePHqXOERAQoCFDhujDDz+UJBUVFal///567bXXNGLECDkcDmfbn376STNnztTs2bNVXFys8PBwFRUV6eTJkx5tT0JCgsLCwpSdnS1JWrdunfr06aN7771XUVFRlsQISbr99tst5caNG2vx4sW67bbbnHdG+PTTT9WhQweNHz9e99xzj6KiolzmPXTokL7//nt98sknWrFihU6fPq3Jkyd7FDMAAAAAAACubV6m5ENPAQAAAKAOio6OVmZmpi1jpaSkaObMmS6PZHDnwIEDuvHGG3X69GlLvcPhUJs2bVS/fn1lZWXp8OHDznU+Pj5asWKFRo8e7Yy5RYsW+vnnn8uc68UXX9Rzzz3n0TaU9lVv0aJFevjhh3X27FmXdU2bNlV4eLjq16+vvLw8HT9+XKdOnXJpN3nyZE2ZMsWjOAAAAAAAAHDt4g4JAAAAACApJCREQ4YM0dixYxUXF+dxv1atWmnx4sUaMmSIzpw546w/e/asdu/e7dLe4XBo/vz56t+/f4VjfPbZZ5WWlqb//ve/Fe57SUpKilq3bq3hw4crLS3Nsi4rK0tZWVll9vfx8VGzZs2ueH4AAAAAAABcO7hDAgAAAICrgid3SPDz85PD4VBoaKgiIyPVunVrxcXFqUePHkpMTJSvr+8Vz//jjz/qqaee0ooVK9yur1evnu688069/PLLatOmjUvMntwh4ZJNmzbpww8/VGpqqg4ePKj8/HydO3fO0qa8r3pFRUX64IMP9O9//1upqakqKioqtW39+vXVo0cPDRgwQMOHD1fTpk09ihMAAAAAAADXNhISAAAAAMBGWVlZ2rBhgw4fPqzffvtNgYGBiomJUffu3RUUFFTT4bmVl5enLVu26OjRo8rOztaFCxfUqFEjhYeHq23btoqNjZXD4ajpMAEAAAAAAFDHkJAAAAAAAAAAAAAAAABs513TAQAAAAAAAAAAAAAAgKsPCQkAAAAAAAAAAAAAAMB2JCQAAAAAAAAAAAAAAADbkZAAAAAAAAAAAAAAAABsR0ICAAAAAAAAAAAAAACwHQkJAAAAAAAAAAAAAADAdiQkAAAAAAAAAAAAAAAA25GQAAAAAAAAAAAAAAAAbEdCAgAAAAAAAAAAAAAAsB0JCQAAAAAAAAAAAAAAwHYkJAAAAAAAAAAAAAAAANuRkAAAAAAAAAAAAAAAAGxHQgIAAAAAAAAAAAAAALAdCQkAAAAAAAAAAAAAAMB2JCStI6HMAAABVElEQVQAAAAAAAAAAAAAAADbkZAAAAAAAAAAAAAAAABsR0ICAAAAAAAAAAAAAACwHQkJAAAAAAAAAAAAAADAdiQkAAAAAAAAAAAAAAAA25GQAAAAAAAAAAAAAAAAbEdCAgAAAAAAAAAAAAAAsB0JCQAAAAAAAAAAAAAAwHYkJAAAAAAAAAAAAAAAANuRkAAAAAAAAAAAAAAAAGxHQgIAAAAAAAAAAAAAALAdCQkAAAAAAAAAAAAAAMB2JCQAAAAAAAAAAAAAAADbkZAAAAAAAAAAAAAAAABsR0ICAAAAAAAAAAAAAACwHQkJAAAAAAAAAAAAAADAdiQkAAAAAAAAAAAAAAAA25GQAAAAAAAAAAAAAAAAbEdCAgAAAAAAAAAAAAAAsB0JCQAAAAAAAAAAAAAAwHYkJAAAAAAAAAAAAAAAANuRkAAAAAAAAAAAAAAAAGz3/wAAf3hixJCznAAAAABJRU5ErkJggg==\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -906,7 +913,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -929,7 +936,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -952,7 +959,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAB3QAAARHCAYAAAALAFK0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAuIwAALiMBeKU/dgAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nOzdd3hUVf7H8U96CEkIkRSEEEqkBOlBikhVWGzgCgquggoqii66Cj8VkeLa+y6IShVFVmyoIEIsiIiglCBdSughBCQkpCdzf3/kYcydTJKZkMlM4P16nnkezs0p3zsz9yTMd+45XoZhGAIAAAAAAAAAAAAAeBxvdwcAAAAAAAAAAAAAALCPhC4AAAAAAAAAAAAAeCgSugAAAAAAAAAAAADgoUjoAgAAAAAAAAAAAICHIqELAAAAAAAAAAAAAB6KhC4AAAAAAAAAAAAAeCgSugAAAAAAAAAAAADgoUjoAgAAAAAAAAAAAICHIqELAAAAAAAAAAAAAB6KhC4AAAAAAAAAAAAAeCgSugAAAAAAAAAAAADgoUjoAgAAAAAAAAAAAICHIqELAAAAAAAAAAAAAB6KhC4AAAAAAAAAAAAAeCgSugAAAAAAAAAAAADgoUjoAgAAAAAAAAAAAICHIqELAAAAAAAAAAAAAB6KhC4AAAAAAAAAAAAAeCgSugAAAAAAAAAAAADgoUjoAgAAAAAAAAAAAICHIqELAAAAAAAAAAAAAB6KhC4AAAAAAAAAAAAAeCgSugAAAAAAAAAAAADgoUjoAgAAAAAAAAAAAICHIqELAAAAAAAAAAAAAB6KhC4AAAAAAAAAAAAAeChfdwcAVCQ9PV0//vijtRwTE6OAgAA3RgQAAAAAAAAAsJWXl6fDhw9by7169VJYWJgbIwKACwMJXXi8H3/8UYMHD3Z3GAAAAAAAAAAAJyxZskSDBg1ydxgAUOOx5DIAAAAAAAAAAAAAeCgSugAAAAAAAAAAAADgoVhyGR4vJibGVF6yZIni4uLcFA0AAAAAAAAAwJ69e/eats+z/WwXAFA5JHTh8QICAkzluLg4tW7d2k3RAAAAAAAAAAAcYfvZLgCgclhyGQAAAAAAAAAAAAA8FAldAAAAAAAAAAAAAPBQJHQBAAAAAAAAAAAAwEOR0AUAAAAAAAAAAAAAD0VCFwAAAAAAAAAAAAA8FAldAAAAAAAAAAAAAPBQJHQBAAAAAAAAAAAAwEOR0AUAAAAAAAAAAAAAD0VCFwAAAAAAAAAAAAA8FAldAAAAAAAAAAAAAPBQJHQBAAAAAAAAAAAAwEOR0AUAAAAAAAAAAAAAD0VCFwAAAAAAAAAAAAA8FAldAAAAAAAAAAAAAPBQvu4OAAAAAAAAAAAAAFXHMAxZLBYZhuHuUIAaxcvLS97e3vLy8nJ3KCYkdAEAAAAAAAAAAGowwzCUm5urzMxMZWZmKj8/390hATWaj4+PateurZCQENWuXVs+Pj5ujYeELgAAAAAAAAAAQA2VnZ2tY8eOqaCgwN2hABeMoqIiZWRkKCMjQ5IUEhKi+vXruy2xyx66AAAAAAAAAAAANVB2drYOHTpEMhdwsczMTB08eNBt1xoJXQAAAAAAAAAAgBrmXDKXfXKB6pGXl6cDBw4oLy+v2sdmyWUAAAAAAAAAAIAaxDAMHTt2rFQy18/PT6GhoQoODpafn5+8vLzcFCFQMxmGoaKiIuXk5CgzM1PZ2dmm66ywsFCpqalq1KhRtcZFQhcAAAAAAAAAAKAGyc3NLbX0a0hIiBo0aEASFzhPfn5+CgwMVN26dZWfn6/Dhw8rPz/f+vOsrCwVFBTIz8+v2mJiyWUAAAAAAAAAAIAaJDMz01T28/MjmQu4gL+/v2JjY+XtbU6pnjlzplrjIKELAAAAAAAAAABQg9gmdENDQ0nmAi7i6+ur0NBQ0zESugAAAAAAAAAAALDLMAzT8q+SFBwc7KZogIuDbUK3oKCg1B7WrkRCFwAAAAAAAAAAoIawWCyljlXnXp7Axcj2GjMMg4QuAAAAAAAAAAAASrOXRGK5ZcC1bPfQlex/ucJl41fbSAAAAAAAAAAAAAAAp5DQBQAAAAAAAAAAAAAPRUIXAAAAAAAAAAAAADwUCV2ghjlw4IC8vLysjzvvvNPdIQGoQlOmTDFd46tWrSq3fsm6vXv3rpYYaxLmTAAAAAAAAAA1HQldAAAAAAAAAAAAAPBQJHQBAAAAAAAAAAAAwEOR0AVw3i72JU3nz59vOv/58+e7OyQAKNPFPmc7onHjxtbnp3Hjxu4OBwAAAAAAABc5EroAAAAAAAAAAAAA4KFI6AIAAAAAAAAAAACAhyKhCwAAAAAAAAAAAAAeioQuAAAAAAAAAAAAAHgoEroAAAAAAAAAAAAA4KF83R0AgOp19uxZbd++Xbt27dKpU6eUk5OjOnXqqF69eurYsaOaN2/u7hBN0tPTtXbtWqWkpCgtLU2BgYGKiIhQhw4dFB8ff159Z2ZmavPmzdq9e7fS09OVl5enoKAg1a1bV40bN1Z8fLyioqKq6Eyqh8Vi0a+//qo9e/boxIkTKioqUmRkpJo0aaLu3bvLz8/P3SE6zJWvvT3btm3Tzp07lZKSorNnzyoqKkojRowo9zk7cuSItm/fruTkZJ05c0aSFB4ergYNGqhbt26qW7dulcfpSXbv3q3ff/9dJ0+e1J9//ml9jVq1aqV27drJ39+/Uv0eOnRIv/76q1JTU3XmzBmFh4crOjpaV155pSIiIqr4LIrPY/369Tp27Jh8fHwUGRmpK664Qq1ataqS/pOSkrRjxw6dOHFCubm5ioyMVExMjHr06KFatWpVyRglbdiwQXv37lVKSopyc3MVGxur2267rcrHqWp5eXn6+eefdeTIEaWkpMjHx0edO3dWr169ymxTUFCg3bt3a8eOHTp+/LgyMzNVu3ZthYeHq2XLlurYsaN8fT3nz938/HytW7dOBw4cUFpamiwWiyIiInTZZZepa9eu8vHxcXeIAAAAAAAA8EQG4OG2bdtmSLI+tm3b5u6Q3Co5Odn0fIwcObLCNrt37zamTJlidO3a1fD19TW1t31ER0cbU6dONf78888K+42NjS23r7Ie8+bNq7DvL7/80ujZs2e58TZq1Mh47bXXjNzcXAeeub9s3LjRuOmmmwx/f/8KY23SpInx4IMPGtu3bzf1Yfs6OPNITk52Kl5HpKamGmPHjjUuueSSMscNCQkxRowYYRw4cKDC/lq3bm1qu3fvXqdjOnv2rBEcHGztIzw83MjLy6uwnSte+x9++MHUfvLkyYZhGEZBQYHxn//8p9T5nnucPn3a1E9BQYGxfPlyY9SoURW+/728vIxu3boZn3/+uWGxWBx+3iZPnmzq54cffii3fsm6vXr1cnicykpLSzMmTJhgxMTElHv+tWvXNgYPHmwsW7bMofMvKioy5syZY1x++eVl9unt7W107drV+PLLLx2Ot7w5c8WKFUZCQkKZ47Vq1cqpsUrKyMgwJk6caFx66aVl9h8YGGgMHjzY2Lp1q8P9zps3z+58mp2dbUybNs1o0qRJqXHq1KljGIZr52xHjBw50u5cePjwYePee+81wsLCSo09aNCgUv2kpaUZM2bMMAYOHGiaY8p6H44aNcrYs2eP0/E5+nDk9/DWrVuNoUOHlhtvWFiY8eCDDxqpqanOPrUAAAAA4DH4LLd6FBQUGDt27DA9CgoK3B0WcEFz93XHksvABW7p0qVq0aKFpkyZonXr1qmwsLDc+sePH9fkyZPVpk0b/fbbb9UU5V9OnDihPn366MYbb9Tq1avLjffQoUP617/+pbZt22rfvn0O9f/CCy+oc+fO+vzzz5Wfn19h/eTkZE2fPl0ffvihw+dQ3RYvXqy4uDjNmDFDp06dKrNeZmamFixYoBYtWmjGjBnl9jly5EhTecGCBU7H9emnn+rs2bPW8rBhw8q9Y9PVr72t06dPq0+fPvrnP/+p7du3O9Rm2LBhGjhwoObMmaODBw+WW9cwDP3yyy+66aabNGTIEGVlZVUqTk/yzjvvqEmTJnrppZd0+PDhcutmZWVpyZIluu666yp8ro4eParOnTtr1KhR2rZtW5n1LBaL1q1bpxtvvFHXXnutMjMzK3UekjRhwgQNGDBAGzZsKLPOzp07deONN+qZZ55xqu8ff/xRcXFxevbZZ3Xs2LEy6+Xm5mrJkiVq3769Jk6c6NQYJR08eFAJCQl6+umnlZycXOl+3OHbb7/V5ZdfrnfffVfp6ekV1j99+rTq16+vsWPHavny5aY5xp6srCzNmTNHl19+uebPn19FUTuusLBQDz30kNq1a6ePP/643HjT09M1ffp0xcXFadmyZdUYJQAAAAAAADyd56xBB8AlcnNzSx2rVauWYmJiFBISIi8vL506dUoHDx6UxWKx1jl69Kh69+6tDRs2VNmyoxXZs2ePBgwYUCoh4eXlpdjYWNWrV095eXlKTk42fSj+xx9/qFu3blqzZk25S0bPmTNHTzzxRKnjISEhaty4sWrXrq2cnBz9+eefOnLkiAzDqLqTc5FZs2ZpzJgxptdOkoKDgxUbGys/Pz8dOHDAlCjJy8vTgw8+qFOnTunpp5+22+/tt9+uJ554QkVFRZKkDz74QFOmTJGXl5fDsb333numsm2SuCRXv/a2CgsLdeONN2rNmjXWY3Xr1lVMTIyk4gTZuSWUS7J3PUVERCgiIkIhISHKzc3V0aNHdfLkSVOdzz77TGfOnNHKlSvl7V0zv0v18MMP68033yx13MfHR40aNVK9evWUm5ur48ePKy0tzeF+k5OT1bt3bx06dMh03NvbW40bN1Z4eLjS0tJKJYWXL1+uPn36KDEx0emlrR9//HG9/PLL1nJISIgaNWqkWrVq6eDBg6Xif/rpp9W6dWv9/e9/r7DvZcuWaciQIaXeK4GBgWrcuLGCgoJ0+PBh0xhFRUV67rnndPz4cc2ZM8epc8nIyFD//v31xx9/WI9FRkaqQYMGysvLqzCZ7k6bN2/W7bffruzsbOux2NhYRURE6PTp06XeE1Lxc2X7ZY9z78E6deooICBAZ86cUXJysvLy8qx18vLydNddd8nb21sjRoxw3UmVkJ2drb///e9asWJFqZ9FR0crOjpa3t7eOnLkiE6cOGH9WWZmpgYNGqRFixZp6NCh1RIrAAAAAAAAPFy13QsMVBLLdJg5u+Tyxx9/bPj4+BjXXXed8c477xh79uwxioqKStXLyMgwPvjgA6N58+am/tu3b1/mcqlr1qwxEhMTjQ8++MDUpn///kZiYmKZj2PHjpXqKysry2jVqpWpnyZNmhjvvPNOqeWfzy1727Fjx1KxlrUEb25urhEeHm6qf/PNNxsbNmywe34ZGRnGd999Zzz66KNGVFSUMXHiRNPPc3JyrOczfvx4U7/jx48v9/xzcnLKfL2csXHjRsPPz880dqNGjYzFixebnofCwkLjm2++sbus8Ndff11m/3/7299MdVevXu1wbIcOHTK8vb2tbVu2bFlmXVe/9oZResnlqKgo67+vvvpq4+effzZdFxaLxUhMTCzV53XXXWfUq1fPeOCBB4xly5YZaWlpdsfbs2eP8cQTTxiBgYGmcV977bUKnztPXHL5jTfeKPXeadq0qTF//ny7y7MfOnTImDVrltG3b1/T0rq2CgoKjC5dupj69fX1NR5//HHj6NGjprp79+41Ro8eXSqOW2+9tdzYbefMkksSd+nSxVi5cqVpaRSLxWL88MMPRsuWLU3tGjRoUOESKocOHSq1bPAll1xizJo1y8jMzDTVXbt2rdGjR49S5zNz5sxyx7Bdcrnke/nWW281tmzZYqqfn59vvc6rcs6uDNsljc/FHhgYaDz11FPGkSNHTPVPnz5t/Pjjj6ZjaWlphiQjISHBeO6554yNGzfavfYLCgqMb7/91hgwYIBpzODgYOPQoUN249u+fbv1nEs+r1FRUeU+P7ZL8p8zYsSIUmNPmjTJ2L9/f6m6SUlJxpAhQ0z1Q0JCHFoqGgAAAAA8CZ/lVg93L/0KXIzcfd2R0IXH448AM2cTuvv373doz9RzcnJyjGuvvdbhpF9lYrJnzJgxpj5uuOGGUgkQW7m5ucZNN93kUMJs2bJlpnojRoxwOLa8vDxj3759Zf68rD0tXclisRht2rQxjduuXbtSe76WlJuba02wnXvUr1/fyM7Otlt/0aJFprqjRo1yOL5nn33W1Pb5558vs66rX3vDKJ3QPfd4+OGHHT4nwyhOwjmTkN+8ebPpiwSOJAU9LaG7devWUl8cGDJkiMP7F2/YsMFIT0+3+7NXXnnF1K+/v7+xfPnycvt79913S72On3/+eZn1y9rv+s477zQKCwvLbHfixIlS+98uWbKk3Niuv/56U/2YmJhy59+ioiLjjjvuMLUJCgoqlcwuyXa+Ofd44403yo2tpKqYsyvD3h61wcHBxk8//eRwH9nZ2cYvv/zi1LjTpk0zjTlhwoQK25Tcbzg2Ntap8QzDMP73v/+ZxmzWrJlDe5G/9NJLpnY33nij02MDAAAAgDvxWW71cHdiCReepKQkY/bs2cZzzz1nvPrqq8bChQvLvEnDGUVFRcYvv/xiLFiwwHjllVeMF1980Zg3b56xatUqIz8///wDr0buvu5I6MLj8UeAWXV8EH/q1CmjTp061jGGDh3q0pgOHTpk+Pr6Wtu3bdvW4WRRVlaW0bhxY9MH7/aSNK+//ropxnXr1jkVY3nckdBdsWJFqSTQwYMHK2yXnp5uREdHm9rOnj3bbt2cnBzT+6BOnToOJzNbtGhhbeft7W0cPnzYbr3qeO0Nw35Ct3v37mXefV6VZs+ebRp32bJl5db3tITu8OHDTWP06NHD7l3+ziosLDRiYmJMfb/yyisOtbX9EkCPHj3KrGsvoZuQkODQH4wzZ840tbvvvvvKrLtr1y7Dy8vL9L5fv359hWMUFBSU+nLGU089VWZ9ewndYcOGVThOSZ6U0H377berZeyrrrrKOmZkZGSF9c8noWuxWEx3eAcFBTmUzD1n6NCh1rZeXl7G7t27nRofAAAAANyJz3Krh7sTS6hZbD8bnTx5svVnH374oemzXNtHly5dnPoy/jmpqanG2LFjjUsuuaTMvkNCQowRI0Y4dUOaO7n7uquZG/kBcKnw8HANHDjQWl67dq1Lx5sxY4ZpT8SXX35ZAQEBDrUNCgrSI488Yi0fPHhQGzZsKFUvJyfHVPbz86tktJ5h9uzZpvIjjzyiRo0aVdiuTp06mjJliunYu+++a7duYGCgbrnlFmv5zJkzWrJkSYVjrF+/Xrt377aW+/Xrp4YNG9qtWx2vfVmmTZvm1J7AlTVs2DD5+PhYy66+nqpSSkqKFi9ebC17e3tr7ty5VbIP8IoVK3T48GFrOTY2VuPGjXOo7bPPPqugoCBrec2aNdq5c6fDY0+bNs2hOaDk+1+SNm3aVGbdOXPmmPbdHj58uK644ooKx/D19TXt5ysV741dsq+KPPPMMw7X9SSNGjXSPffcUy1j/eMf/7D++8SJE9q7d6/LxlqxYoV27dplLY8bN07NmjVzuP1TTz1l/bdhGPr888+rND4AAAAAAID8/Hzdfvvtuu2220yf5dpav369evfurfnz5zvc9+LFixUXF6cZM2bo1KlTZdbLzMzUggUL1KJFC82YMcOZ8C9KJHQB2NWkSRPrv48ePaq0tDSXjfX1119b/x0dHa2rr77aqfb9+/c3lX/66adSdS699FJT+YMPPnBqDE+zevVqU/muu+5yuO3w4cNVq1Yta3njxo3Kzs62W3fkyJGm8nvvvVdh/wsWLCi3j5Kq47W3JyoqSn379nVqrMqqXbu2IiMjreXNmzdXy7hV4bvvvlNRUZG1PHDgQF122WVV0vePP/5oKo8YMUK+vr4OtQ0PD9fgwYNNx2yvibLUqVNHAwYMcHickl+UKJmAtmV7PnfffbdDY0jSNddcY/rSQ2pqqv744w+H2nbu3FlxcXEOj+VJbr311ir5coAjSv5Ok1x7HZac1yTpjjvucKp927ZtFR0dbS07Oq8BAAAAAAA4auTIkVq4cKG1XLduXbVt21YdO3ZUWFiYqW5RUZFGjx6t3377rcJ+Z82apeHDhyszM9N0PDg4WK1bt1b79u1L9Z+Xl6cHH3xQ06ZNO48zuvCR0AUuIunp6ZozZ47uuusudezYUfXr11ft2rXl5eVV6vH888+b2p48edIlMZ0+fVrbtm2zljt27Oj0B/y2d6bau1Ovb9++prskX3/9dT3wwAPav3+/kxG734EDB5Sammotx8bGOnX3V2hoqBISEqzloqKiMn8ZX3nllaYEXmJioo4fP15m3/n5+frf//5nLYeEhOimm26yW7e6Xnt7EhISzvvu3O3bt2vq1KkaNGiQLrvsMtWrV0/+/v52r6eUlBRrO1ddS65gm0i69tprq6zv9evXm8rOJtj79etnKq9bt86hds6+z0om48+cOWO3Tl5enpKSkqxlPz8/9ejRw+ExvL291adPH9MxR8/HkbuAPdX5xl5QUKCvvvpKDz30kHr27KmGDRsqNDRU3t7epa5B2yS+K6/DktdN7dq11bJlS6f7iImJsf7bmbvPAQAAAAAAKvL+++9bP8P929/+pl9++UWnTp3Sli1btHHjRp08eVKff/656SapoqIiPfjgg+X2u2nTJo0dO1YWi8V6rFGjRlq8eLFOnjypbdu2afPmzTp58qS++eYbtW7d2tR+8uTJWr58eRWe6YXFsVthANRoWVlZmjp1qv7zn/8oLy+vUn2kp6dXcVTFdu/ebVpa9Ouvvz7vRNuff/5Z6lhMTIzuvvtuzZo1y3ps5syZmjlzpjp16qSrr75aPXv2VNeuXRUeHn5e47vawYMHTeW2bds63Ue7du1MSYdDhw6VWXfEiBGaNGmSpOJf3AsXLtSjjz5qt+7SpUtNz//QoUNNS+OWVF2vvT22d+s5Y+vWrXrwwQcdviPUlquuJVfYt2+fqVzyiwDn63zfx+3atTOVy3sPl1QyQeuI2rVrW/9tu3T7OcePH1d+fr613LJlS/n7+zs1Trt27fT+++9by46ez/m8l92tsrEbhqG5c+fqySef1IkTJyrVhyuvw5IJ2KysrPO+C9nReQ0AAAAAAEcUFlmUcibX3WFcFOrXCZSvj+fdV3nuJqdJkybZvSvWx8dHgwcPVnx8vDp06GBd3fHXX3/Vli1bSn0uJxV/XnPnnXeqoKDAeqxdu3ZatWpVqTtyfXx8NGDAAPXu3VvXXnutvv/+e+vPRo0apX379plWmEQxErrABe7kyZPq27evtm7del79VDYRXJHy1tCvrLLuovvPf/6j48eP66uvvjId37hxozZu3KgXX3xRXl5eateunQYOHKh//OMfpb4l5AlOnz5tKterV8/pPmzb2PZZ0h133KGnn37amnxdsGBBmQld2yWZy1tuuTpfe1uhoaGV6n/p0qW6+eabTck7Z7nqWnIF20SSs8nQ8pR8z3l7ezv9RQpn3sMlBQYGOjWOI6r7miypsu9lT1CZ2C0Wi0aOHHney+a76jrMysqq8r4dndcAAAAAAHBEyplcXfXSD+4O46Lw04Q+igm3f7OLuw0aNKjCJY6bN2+uhx56SC+++KL12PLly+0mdBMTE005iKCgIH355ZelkrklBQQE6LPPPlPLli2tq0KmpKToww8/1KhRo5w9pQseCV3gAjd06NBSydyYmBj16dNH8fHxatiwoYKDg1WrVi3TXUQLFiww3S3mKq64S6rkkg4lBQYG6osvvtD//vc/vfTSS6YlUs8xDENJSUlKSkrS888/r+uuu05vvPGGR+1RefbsWVO55B2EjrJtY7unQUmxsbHq3bu3fvih+A+933//XUlJSWrfvr2p3smTJ01LYjRp0kRXXXVVmf1W52tvy8/Pz+m+//jjDw0ZMsSUzPXy8tIVV1yh7t27q2nTpoqOjlZgYGCppOHtt99uWia7prC310VVKfk+Lusu7vI48x52teq+JkuqzHvZU1Qm9meeeaZUMjc0NFS9e/dWp06dFBMTo7CwMAUGBpr637Jlix577LHzjrkirpjXSq5kAAAAAAAAUBWee+45h+rdeuutpoTupk2b7NabPXu2qfzII4+U2i7Pnjp16mjKlCkaM2aM9di7775LQtcOErrABezLL7/UqlWrrOWQkBDNnDlTw4cPr3AJyO+++87F0RWzTeT06dNHTz755Hn1Wbdu3TJ/5uXlpeHDh2v48OHasWOHEhMTtWrVKq1Zs8bunorLli3T6tWrtWzZsnKTk9XJNqmWlZXldB+2bUJCQsqtP3LkSGtCVypO+NsmdD/88EPTkhojRowodwnl6n7tz9fjjz9uuvPuiiuu0HvvvefQ/pjnu5S0u9i+L86ePVupu0/tCQ4Ott55eG7ZFmc4+x52JXdckxej1NRU038gJOmJJ57Qk08+WeGXDYqKilwZmpXtvBYeHq6PPvqoWsYGAAAAAABwRJs2bRQfH+9Q3csvv1y+vr4qLCyUJB0+fNhuPdvt6e666y6H4xk+fLgeeeQR63ZnGzduVHZ2dqVuArmQkdAFLmDnNjY/55133tHw4cMdaltde/bZJocCAwN19dVXV8vY8fHxio+P17hx42QYhnbt2qWVK1fqk08+0Zo1a6z1MjMzNWTIEO3bt69K71CsLNukZWWWLrZNXleUCL355ps1duxYa9Lpww8/1EsvvSRf379+jSxYsMD6by8vL40YMaLcPt352jvr7NmzWrZsmbUcFRWlb775xuEEsqPL53oa22WQT5w4ocaNG1dJ33Xr1rUmdC0Wi06fPu1UQt7Z97ArueOavBh98cUXpn2M7733Xoe/TVpdv9PCwsJM/8nJycnx2HkNAAAAAABcnBISEhyu6+fnp7CwMOtnV/a2hjpw4IBpdcLY2Fg1a9bM4TFCQ0OVkJCgn376SVLxF/N/++039erVy+E+LgaetxszgCqzbt06678vueQS3XLLLQ633b59uytCKqVJkyam8t69e6tlXFteXl5q1aqVxo0bp59++kmrV682JRxPnDhRLUtQOyI2NtZU3rJli9N92Lax7WCz6EgAACAASURBVNNWcHCwbr75Zms5NTVVK1assJa3b9+ujRs3Wss9evRQ06ZNy+3TU157R2zatMm01PLw4cMdTrjt3bu3Ru2bW9Jll11mKm/YsKHK+j7f97Gz72FXql+/vvz9/a3lXbt2Ob3Psiedj6cq+TtNkh544AGH21bX7zQvLy/Ta5eTk6Njx45Vy9gAAAAAAACOiIyMdKp+ya3CSn7Z/pyDBw+aym3btnU6Jtt9eQ8dOuR0Hxc6ErrABazkt2Li4uLk4+PjULuMjAxTcq4itss3O7PfX8OGDU370+7Zs6fMZRuq01VXXaUXXnjBdKzkXbslnc/5V0bjxo0VFRVlLR88eFD79+93uH1mZqYpMefr6+vQt7JGjhxpKpe8I7fkv+3VtcdTX3t7bPe/bdGihcNtv//++6oOp9rYLjP+9ddfV1nfXbt2NZWdfZ5s69v2V538/f3VoUMHazk/P7/M+cIewzBMy+NLrj2f6p6zqkp1XoclnyNnn58+ffqc19gAAAAAAACuFBgYWOm29j4nsV2dsDJbttm2qakrHroSSy5fZHJzc7V27Vrt2rVLp0+flr+/vxo2bKguXbpUeDcdap6Sk6szd4vNnTtXubm5Dtcv+Q0dyfn9MP/2t79p+vTp1vL06dNL7ZPoDldeeaWpbG+PXen8z78yevXqpcWLF1vL8+fP17Rp0xxqu2jRItM3qRISEhzaj6BPnz6KjY21fuPqyy+/VHp6ukJDQ/XBBx9Y69WqVUtDhw51KBZPfe1t2f6h4uj1ZBiGZs6c6YqQqkW/fv1My8cuX75ce/bsKXXnbmX06tXL9Fp/8MEHevrpp03LeJfl9OnT+vzzz03Hevbsed4xnY9evXpp/fr11vL8+fPVt29fh9omJiaavsxQv359NW/evMpjPMcdc1ZVsHcdOvIfkKSkJP3yyy9OjVXyOarM77TZs2dby9OnT9ftt9/uVB8AAAAAALhK/TqB+mlCn4or4rzVr1P5xGlNcvbsWVPZ9rMnR9i2yczMPK+YLkQkdN1gypQpmjp1aqXbjxw5UvPnz3eqTVpamqZOnar58+db98C01alTJ02aNEmDBg2qdGzwLNHR0UpOTpZUvNxkenq6wsLCym1z9OhRp9+foaGh8vHxUVFRkSRZx3TUI488orffftuaNPrvf/+rW2+9VR07dnSqn6rm6J6WtvuMOnv+lTF69GhTQve1117Tvffeq4YNG5bbLiMjQ1OmTDEdu+eeexwa08vLS3fccYf+/e9/Syr+gsjixYvVuHFj05KiN910k0JDQx3q01Nfe1vR0dGm8po1a/TPf/6zwnYzZ85UUlKSq8JyuaioKA0bNsyasLdYLBo1apRWrVpV6i5PZ/Xv31+NGjWyLp+SnJys6dOn6+GHH66w7aRJk0xJtquuukotW7Y8r3jO16hRo/Tyyy9bk44LFy7UuHHj1KlTp3LbFRUVacKECaZjo0ePdlmc0vnP2e5i7zq89tpry21TVFTk1NLM55Sc10+dOqXMzEyFhIQ41Hbw4MGKi4uzLiO/fv16zZw5U/fff7/TcQAAAAAAUNV8fbwVE17xzR2Ao4KDg03lsnJQ5bFt4+jnMBcTlly+CKxatUrx8fGaMWNGuRfSxo0bNXjwYI0cOdLpvf/gmbp37279d35+vp544oly66elpen6669Xenq6U+P4+fmZ7iZLSkrSvn37HG7ftGlTjRo1ylrOycnR9ddf7/QdVd9//73uvfdeuz+bNGmSPvjgA2visCKGYejVV181HSsrMdO6dWtT+csvv1RBQYFD41TW1VdfbdqLICsrS4MGDbK7Kf05+fn5Gjp0qFJSUqzH6tevr9tuu83hcUeMGGEqL1iwQO+9957pmCPLLZ9THa99VejUqZNpj9TPPvtMa9euLbfN0qVL9a9//ctlMVWXJ554QgEBAdbyTz/9pGHDhjm8L/CGDRvsvi99fHw0btw407HHH39c3333Xbn9zZ07V2+99Zbp2KOPPupQLK7UvHlzXX/99dayxWLRzTffrCNHjpTZxjAMjR492rR/bu3atTVmzBiXxnq+c7a7lPydJhXP6/b2bTmnqKhId999t9PziWSe1w3D0KeffupwWx8fHz3zzDOmY+PGjdOsWbOciuGPP/7Qvffeq6NHjzrVDgAAAAAAoDrZ3gh16tQpp/tw9OaqixkJ3QvcubtXbC+GsLAwdejQQY0bNy61r+qCBQs0fPjwGrOnHspmm3x7++23NXLkyFKblGdmZmrOnDlq27at9W7CVq1aOTVW//79rf8uKipSz549NXXqVH3++edKTEzUt99+a32UTCie8/rrr5v2oExJSVHPnj111113ad26dXYTsWfPntWaNWs0ceJEtWzZUv369dPKlSvtxrd161bdcccdatCgge6//3598803dn+xWCwWrVmzRv3799eSJUusx4OCgspMfEZGRpo2bd+zZ4+6deumN998U0uXLjWd+7fffuvUctZl8fLy0rx58+Tn52c9tmnTJrVv316ffvqp6UsZFotFiYmJSkhIKPX8zJ0716k9Ey677DJTUuXnn382JToaNGigq6++2qlzcfVrXxVq166tm2++2VouKirSwIED9e6775Z6Pffs2aMHHnhAgwYNUl5eniIjI3XJJZe4LDZXi4+P1yuvvGI69vHHH6t169Z677337O5nceTIEc2ePVt9+vRR586dy9zzYty4cerSpYu1nJeXp4EDB2rixIml5on9+/frvvvu0+jRo02/n2699VaPWVnirbfeMq2CcPDgQXXo0EFz584t9YWqdevWqXfv3qVW3HjllVd06aWXujzW852z3eGmm24yfTtz06ZN6tOnj2mpa0kqLCzUihUr1KVLF+v+3ufzO02S7r//fj300ENatGiRVqxYYXp+duzYUar9sGHDdN9991nLBQUFuvfee9WvXz8tXbrU7hfsCgoKtGXLFr3xxhvWu85nzZrl8i8IAQAAAAAAnI/Y2FhTueTNC46ybWPbJyQZqHaTJ082JFkfr7zyipGYmOjwY/v27Q6N8+effxqXXnqpaazY2FhjyZIlhsVisdY7fPiwcd9995nqSTJeffVVVz0FTtm2bZsprm3btrk7JLdKTk42PR8jR44st/61115b6rWVZDRt2tTo0qWL0aJFC8Pf39/0s9tuu63U+/SHH34od5zdu3cbgYGBdseyfcybN89uH4cPHzbatGljt03t2rWNli1bGl26dDHatGljNGzY0PDy8ipVLzY21m7fgwYNsttv/fr1jTZt2hhdu3Y12rRpYwQHB9utN3PmzHLPf8GCBQ6duyQjOTm53L6c8e677xre3t6lxggJCTHatGljtG/f3qhbt67dOKZOnVqpMd95550yz+3//u//KtWnK197wzCMH374wVR38uTJTse4d+9eIzQ0tNS4gYGBRtu2bY3OnTsbDRs2NP3Mx8fH+Prrr43Y2FiH4jSM0r8jKrr2Stbt1auX0+flqEceecTu6+Pj42M0bdrU6Ny5s9G2bVsjIiLCqff8vn37jEaNGpVq4+3tbTRr1szo3Lmz0bhxY7tjd+zY0fjzzz/LjdvZOdNWr169TO0rsnTpUiMgIKBUrLVq1TLi4+ONTp06GZGRkXbP5+67766w/3nz5jk0n1akKuZsZ40cOfK858KXXnrJboxRUVFG586djTZt2pS6Tlu2bGl88cUXTs0BBQUFRosWLRx6fsp6T+Xn5xu33HKL3Ta+vr7W93eHDh2MJk2alPpd7IrfGQAAAADganyWWz0KCgqMHTt2mB4FBQXuDgse6nw/G3Xks82oqCjTGPv27XO4/4yMDKNWrVqmz02ysrKcirE6uPu6Yw9dD9CpUyf17t27yvt9+eWXTftaNmnSRGvWrCl150/Dhg319ttvq1GjRpo4caL1+LRp03TXXXdxa3sNt3DhQg0YMEC//vqr6fj+/fu1f//+UvWHDRumefPm6bnnnnNqnObNm+v999/XXXfdVWoTdEc1bNhQv/zyi8aMGaOFCxea7sLLysrSrl27KuyjUaNGTo2ZkpJS7t1ntWrV0uuvv26608qeO+64Q9u2bTPtoVkd7rnnHtWpU0ejR482bRSfmZmprVu32m0TEBCgV199VWPHjq3UmLfccovGjRtn905jZ5ZbLskdr72zmjVrpo8//lg333yz6T2em5ur33//vVT9wMBAzZ8/XwMHDnRpXNXltddeU1xcnMaPH2/av7aoqKjM+cQRTZs21c8//6xBgwZp06ZN1uMWi0X79u0rcynggQMH6qOPPvK4/TSuu+46rVixQrfccotOnDhhPZ6Tk2P3Tk6peIneCRMmOD3vno+qmLPdYfz48dq3b5/eeecd0/HU1FSlpqaWqt+mTRt9/fXX1v1sHeXr66tPP/1UgwYNqvRy1H5+fvroo4/UqVMnTZkyxbQ8dGFhYbnv73Pq1aunWrVqVWp8AAAAAACA6tKrVy8tXrzYWp4/f76mTZvmUNtFixaZPjdJSEhQUBD7PNtiyeULVFpamv773/+ajs2aNavcZRyfeOIJ9ezZ01o+c+ZMqWU2UfOEhYVp9erVmjRpkurUqVNmvdatW+vDDz/UokWLTHuFOmPIkCH6448/9MILL2jAgAGKiYlRcHCwvLy8HO6jdu3aev/995WUlKThw4ebli8tS8uWLTVu3DitXbtWq1evtltn1qxZmjt3rm6++WZFRUVV2Gd4eLjGjBmjnTt3VpjMPefFF19UUlKSHnvsMfXo0UORkZFOLWdcWbfccov27t2rsWPHKjw8vMx6ISEhGjFihHbt2lXpZK5U/J6yt8RtQkKC08ualuSq174q9e/fX7/99ptuuOGGMuv4+vpqyJAh2rJli2699VaXx1SdHnjgAe3bt0///Oc/K7yOwsLCNHz4cH333Xdq3LhxuXUbNmyo3377TbNnzy61J3VJXl5e6tKli7744gt9/fXXHpfMPadXr17au3evnnzyyXJ/7wYGBmrw4MHavHlztSZzz6mKOdsd3n77bS1YsEBNmzYts05kZKSeeeYZ/fbbb2rYsGGlxmndurV+//13zZs3T0OGDFHz5s1Vp06dUltVVGTChAlKTk7WY4895tAXT6Kjo3X77bfrs88+07Fjxxz6nQUAAAAAAOBOo0ePNpVfe+01HTlypMJ2GRkZmjJliunYPffcU5WhXTC8jOq8lQySpClTpmjq1KnW8g8//FDld+j+97//1T//+U9ruWfPnvrxxx8rbPf999+rX79+1nJ0dLSOHTvm1g93t2/frssvv9xa3rZtW7kf+KNsubm5+uWXX7Rz506dPn1a/v7+uvTSS9W5c2c1b97c3eHZZbFYtGnTJv3xxx86efKkMjIyFBQUpLCwMDVr1kzx8fGKiIhwut/k5GTt3r1bBw8e1JkzZ5Sfn6/g4GBFRESoTZs2io+Pl69vzVvEoKioSL/++qv27NmjEydOyGKxKCIiQk2bNlX37t1Ne+56Ole99lUlJSVFP/30k44cOaLs7GyFhoYqLi5O3bt3dygZXdMZhqGkpCTt3LlTaWlpyszMVO3atRUdHa34+HhdfvnlTie+zjl06JDWr1+v1NRUZWRkqG7duqpfv766d++uyMjIKj4T10tKStL27dt14sQJ5eXlKSIiQjExMerRowffNjwP596DGzdu1MmTJ2UYhiIjI3X55ZcrISGh0u8/V9u7d6+SkpKUlpam06dPy9fXV3Xq1FGjRo3UqlWrCr8AAQAAAACejM9yq0dhYaH27NljOnbZZZfVyM8z4XqrVq1Snz59rOXJkyeXSqKWp3Hjxjp48KCk4r1tDxw4UKqOYRhq3769aSXDjh076vvvvy/zRrP8/HzdcMMNWrlypfVY/fr1tX///mq5UcpZ7r7uuLovUF988YWpPGrUKIfa9enTR02aNFFycrIk6fjx41q3bp26detW5TGi+gUGBqpPnz6mydvTeXt7KyEhQQkJCVXab5MmTdSkSZMq7dMT+Pj4qFu3bhfENeuq176q1K9fX7fccou7w3AbLy8vdejQQR06dKjyvhs1auTyJbSrU/v27dW+fXt3h3HBceV70JXi4uIUFxfn7jAAAAAAAACqjJeXl+bNm6euXbuqoKBAkrRp0ya1b99er7zyim644QbryqAWi0XfffedHn300VLbBs6dO9cjk7megCWXL0Bnz54ttfRo//79HWrr5eWlq6++2nRs6dKlVRYbAAAAAAAAAAAALiwdO3bUjBkz5O39V+rxwIEDGjJkiOrVq6e2bduqQ4cOqlevnvr3718qmTt16lT97W9/q+6wawwSuheg7du3W78BIRXfiRgdHe1w+yuvvNJUTkpKqrLYAAAAAAAAAAAAcOG55557tGjRIoWEhJiOZ2ZmauvWrUpKStLp06dNPwsICND06dP19NNPV2eoNQ4JXQ+Rl5ennTt3as2aNVq/fr327t2r7OzsSvW1c+dOUzk+Pt6p9rb1bfsDAAAAAAAAAAAAbN1yyy3au3evxo4dq/Dw8DLrhYSEaMSIEdq1a5fGjh1bjRHWTOyh6wHGjh2r/fv3Kzc313Tc19dXnTp10sCBA/XAAw8oIiLCof52795tKsfExDgVj239gwcPKjc3l3XLAQAAAAAAAAAAapDevXvLMIxKtz9w4IDTbSIjIzV9+nS9+eab+vXXX7Vnzx6dOHFCFotFERERatq0qbp37y4/P79Kx3WxIaHrAXbs2GH3eGFhodavX6/169frxRdf1GOPPabJkyfLx8en3P5OnDhhKjds2NCpeKKiouTr66vCwkJJxRtUnzp1Sg0aNHCqn7JiS0tLc6rN3r17z3tcAAAAAAAAAAAAVB8fHx9169ZN3bp1c3coNR4J3RoiJydHzzzzjH766Sd99dVXCg4OLrPu2bNnTeXatWs7NZaXl5dq1aqlzMzMMvusrLfeektTp06tkr4AAAAAAAAAAACACx176LqJl5eXunfvrmeffVaJiYk6cuSIsrOzlZubq6NHj+qrr77SfffdV2qZ41WrVmnYsGEqKioqs2/b5GtllkquVatWuX0CAAAAAAAAAAAAcD3u0HWD/v3767bbblPz5s3t/vzSSy/VpZdequuvv15PPfWUhg0bpp9//tn682XLlumtt97SQw89ZLe97V68/v7+TscYEBBgKufk5DjdBwAAAAAAAABcLAqLLEo5k2v3Z/XrBMrXh/urAACVQ0LXDbp37+5w3YYNG+rbb79V37599csvv1iP//vf/9aoUaMUFBRUqo3tHbn5+flOx5iXl1dun5X1wAMPaOjQoU612bt3rwYPHmwtZ2RkKD09vUriOSc0NFTe3hX/QZWRkSGLxVKlY58THBwsX9+KL8mzZ89a9zeuakFBQQ59ASA7O7tS7ytHBAYGOvR+y83NLfXlhari7+9v99qylZ+fr+zsbJfE4OvrW+7S6ucUFha67A56b29vhYaGVljPYrEoIyPDJTFIUlhYmEP1qnpeKIk5ohhzRDHmiGLMEX9hjijGHFGMOaIYc8RfmCOKMUcUY44oxhzxF+aIYswRxZgjitXkOeLI6Wxd++ZPdut9Pe4qNaxb8etbUk2cI1z5mgDAxYyEbg0QGBioBQsWqFWrVtY/nE+cOKGVK1eaEp3n2P7RVZk/Mm3vyHXkDzlHREZGKjIy8rz6eP/998+7D1sPP/ywQ3+kzZ0712X/kbvzzjvVuHHjCut98sknOnDggEtiGDx4sNq3b19hvZUrVyopKcklMfTu3Vu9e/eusN66deu0atUql8TQvn17u9eWrR07dmjJkiUuiaFx48a68847K6x35MgRzZ8/3yUxhIWF6eGHH66wXkZGht544w2XxCBJU6ZMcaieK2NgjijGHFGMOaIYc8RfmCOKMUcUY44oxhzxF+aIYswRxZgjijFH/IU5ohhzRDHmiGI1eY44k1OgjA3JduvNeft31anl51QMNXGOOHHihEviAICLHWs81BBxcXG68cYbTcdWrlxpt65t8jUrK8upsQzDcFlCFwAAAAAAAABqutyCIh3+M1tncgqsj4ycAneHBQC4QHGHbg3Sr18/ffbZZ9by7t277dazvXv1yJEjTo2TmppqWkLH29tb9erVc6oPAAAAAAAAALjQ5OQXafwnW5S4I1V5hRal/2z/jlwAAKoSCd0aJCYmxlROS0uzW69Fixam8qFDh5wax7Z+bGxsle2hCwAAAAAAAAA11fhPtmjp7ynuDgMAcJEhoVuD+PmZ91goKLC/hEfLli1N5R07djg1zs6dO8vtDwAAAAAAAAAuZLkFRUrLzDMdyyu0kMwFALgFCd0a5Pjx46ZyRESE3XqtW7eWn5+fNeF74MABpaSkqH79+g6N8/PPP5vK7du3r0S0AAAAAAAAAFCzFBRZlLgjVYumrlReoaVK+vTx9lJtf58q6QsAcHHyMgzDcHcQcMzo0aM1Z84ca/m2227TwoUL7da9+uqr9d1331nL7733nkaMGFHhGIZhqFmzZkpO/mvvh7Vr16pbt27nEfn52b59uy6//HJTPK1atarSMUJDQ+Xt7V1hvYyMDFksVfOHnK3g4GD5+lb8HYuzZ8+a9jiuSkFBQfL396+wXnZ2tvLz810SQ2BgoENLfOfm5io3N9clMfj7+ysoKKjCevn5+crOznZJDL6+vgoODq6wXmFhoc6ePeuSGLy9vRUaGlphPYvFooyMDJfEIElhYWEO1UtPT3dZDMwRxZgjijFHFGOO+AtzRDHmiGLMEcWYI/7CHFGMOaIYc0Qx5oi/MEcUY44oxhxRzN1zxPiPt2jF9uPyDqz4eZAkS27Fz8OA1tF6eWg7p2OpiXPEzp071b17d+vxbdu2qXXr1i6J7WJWWFioPXv2mI5ddtllDr1WACrH3dcdCd0aIj09XU2aNDH9J2LOnDm6++677db/z3/+o3HjxlnLPXv21I8//ljhON9//7369etnLUdFRenYsWMO/eHgKrYJXf4IAAAAAAAAAFDVcguK1K4K78wN8PXWNfFRenlIO9W6SO7Q5bPc6uHuxBJwMXL3dcfVXUM89thjpmSuv7+/Bg4cWGb9YcOG6cknn1RWVpYkafXq1fr+++/Vt2/fMtsYhqGpU6eajt11111uTeYCAAAAAAAAgCvY7pN75HROpZO53/6rlwJ8zZ+jRoQEKNDv4kjkAgBci4RuNXvhhRd0zTXXqFOnTg7VLyws1P/93/+ZllqWpDFjxpS7J25kZKQefPBBvfjii9Zjo0eP1po1a3TppZfabfP8889r9erV1nKdOnU0fvx4h+IEAAAAAAAAgJogJ79I4z/ZosQdqVVyN+71besrLtKxJZoBAKgMbr2sZt98840SEhJ05ZVX6s0339S2bdvs7j9y5swZLVq0SJ07d9Zrr71m+lmzZs309NNPVzjWhAkTFB0dbS0nJyere/fu+vLLL1Vype0jR45ozJgxmjhxoqn9xIkTFR4e7uwpAgAAAAAAAIDHGv/JFi39PeW8k7kBvt66vm19vTzE+f1xAQBwBnfousnatWu1du1aSVJAQIAaNmyoOnXqyMfHR6dOndKBAwfsbmQfHR2t5cuX65JLLqlwjPDwcH300UcaMGCAcnNzJUkHDx7UoEGDFBYWZt2T99ChQyoqKjK1HTRokB577LEqOFMAAAAAAAAA8Ay5BUVK3JHqdLtF93RVw7q1TMdYUhkAUF1I6HqAvLw87du3r8J61157rebNm6fIyEiH++7Zs6eWLVumoUOH6s8//7QeT09P1+bNm+22ue222zR37lx5eXk5PA4AAAAAAAAAeLq0zDyn78wN8PVWh0ZhJG8BAG7DksvVbOLEiRozZoxat24tH5+K/wAIDg7W0KFD9eOPP2rZsmVOJXPP6du3r3bs2KH7779fQUFBZdbr0KGDPv30Uy1cuFABAQFOjwMAAAAAAAAAF5pr4qNI5gIA3Io7dKvZNddco2uuuUaSlJ2drR07dujAgQNKSUnR2bNnZbFYFBYWprp16yo+Pl5t2rRxKPFbkaioKL311lt69dVXtXbtWu3cuVPp6eny9/dXgwYN1KVLF8XFxZ33OAAAAAAAAADgCXILipSWmWc6djwj1+H2Ab7euiY+ij1yAQBuR0LXjYKCgpSQkKCEhIRqG7NWrVrq16+f+vXrV21jAgAAAAAAAEB1yckv0vhPtihxR6pTyyt/PKabokMDrWX2yAUAeAoSugAAAAAAAACAC8b4T7Zo6e8pTreLDg1UTHjZW9YBAOAuJHQBAAAAAAAAADWS7bLKeYWWSiVzAQDwZCR0AQAAAAAAAAA1SmWXVS5LgK+3IkICqiAyAACqHgldAAAAAAAAAECNUtlllctyTXwU++UCADwWCV0AAAAAAAAAQI2RW1CkxB2pVdJXgK+3romP0stD2lVJfwAAuAIJXQAAAAAAAABAjZGWmVepZZa//VcvBfh6m45FhARwZy4AwOOR0AUAAAAAAAAAXNCub1tfcZHB7g4DAIBKIaELAAAAAAAAALggsaQyAOBCQEIXAAAAAAAAAOCRcguKlJaZZzp2PCO3zPofj+mm6NBAa5kllQEAFwISugAAAAAAAAAAj5KTX6Txn2xR4o5Up/bLjQ4NVEx4kAsjAwCg+pHQBQAAAAAAAAB4lPGfbNHS31PcHQYAAB6BhC4AAAAAAAAAwC3sLamcV2ghmQsAQAkkdAEAAAAAAAAA1aqySyqXJ8DXWxEhAVXSFwAAnoSELgAAAAAAAACgWrliSeVr4qMU6OdTpX0CAOAJSOgCAAAAAAAAAKpNbkGREnekVll/Ab7euiY+Si8PaVdlfQIA4ElI6AIAAAAAAAAAqk1aZl6ll1n+9l+9FODrbToWERLAnbkAgAsaCV0AAAAAAAAAgMe7vm19xUUGuzsMAACqHQldAAAAAAAAAIDL5BYUKS0zz1o+npHrVHuWVAaA6AtVngAAIABJREFUmiU/P1/r1q3TgQMHlJaWJovFooiICF122WXq2rWrfHwqv6pCQUGBtm7dqm3btunUqVPKyspSQECAQkJCFBsbq+bNm6tZs2ZVeDaegYQuAAAAAAAAAKDK5eQXafwnW5S4I9XhJZY/HtNN0aGBpmMsqQwAzhkzZozeeecda3nhwoW67bbbnO6nY8eO2rx5s7W8Y8cOtWrVqsz627Zt07Rp07R8+XKdPXvWbp2wsDDdfvvtmjRpkiIjIx2O5fjx4/r3v/+tDz/8UKdPny63br169dS3b1/dfffdGjBggMNjeDLviqsAAAAAAAAAAOCc8Z9s0dLfU5zaLzc6NFAx4UGmB8lcAHDOfffdZyrPnj3b6T42btxoSub26NGjzGRuYWGhHnroIbVr104ff/xxmclcSUpPT9f06dMVFxenZcuWORRLYmKiWrZsqRkzZlSYzJWkkydPavHixXrmmWcc6r8mIKELAAAAAAAAAKhSuQVFStyR6u4wAOCi1KFDB11xxRXW8qpVq7R3716n+pg1a5apfM8999itl52dreuvv17Tp0+XxWL+Ak90dLTat2+vjh07lrobNzMzU4MGDdLHH39cbhzbt2/XDTfcoDNnzpiOBwQEqEWLFrriiivUqVMnxcXFyc/Pz9HTq3FI6AIAAAAAAAAAqlRaZp5Td+ZKxXvlRoQEuCgiALi4lLxL1zAMp+7SzcrK0qJFi6zlsLAwDR061G7d+++/XytWrLCWg4ODNWnSJO3fv18pKSnavHmzNm7cqNTUVCUlJWnIkCHWukVFRRo1alS5yeYJEyYoL++vfdjbt2+vpUuXKiMjQ7t27dL69eu1YcMG7dmzR1lZWdq0aZOeffZZtWnTxuHzrQnYQxcAAAAAAAAA4HbXxEexvDLgakWFUsZRd0dxcQhtIPm4Lw03bNgw/etf/7Le2Tp//nw988wzDt3FunjxYmVkZFjL//jHP1SrVq1S9T766CMtWLDAWm7WrJlWrFihZs2a2e333JLML7/8siZMmCCp+E7dRx99VF988UWp+mfOnNHKlSut5ZYtW2rt2rV2Y5EkPz8/dejQQR06dNCTTz6pXbt2VXiuNQUJXQAAAAAAAACA2wT4euua+Ci9PKSdu0MBLnwZR6U327o7iovDuN+lurFuGz4oKEh33HGHpk+fLklKTU3VV199pb///e8VtnVkuWXDMDRlyhTTeOUlc0saP368fvvtN+tyy1999ZX++OMPNW/e3FQvOTlZhYWF1vKdd95ZZjLXnpYtWzpc19OR0AUAAAAAAAAAVFpuQZHSMvNMx45n5JZZ/+Mx3RQdGmgtR4QEcGcuALjAmDH/z969h8dd1/kC/0yadkLahFJJk5ReqNYFIqeIqFARyi2gUKGuRVkP0HW52MVlETRekN09sHgEq4viAQ+iKJYVtAUvFA/ddLGWWu9C6xrYci2XtiGlLU3bXKdz/uiTgWmbNkknmUnyej1Pnme+v/n9PvMZ/tH0ne/nOy8T6EbsCmr3F+j+5S9/iV//+teZ9bve9a445pg9/+BmyZIlWTtgr7rqqh6FuV2uu+66TKCbTqfjxz/+cXz2s5/NuqelpSVrPZTPyN0fgS4AAAAAAL3W0p6KukWror6hsVfn5VaVl8SkcaX92BkAERFve9vb4sQTT4xf/epXERHxH//xH/HCCy/E5MmTu31m97N297Y7NyLi5z//edb6oosu6lVv06dPj6qqqtiwYUNERDz66KN7BLoTJkzIWv/oRz+KK6+8clgGu0X5bgAAAAAAgMGnbtGqWLx6fa/CXAAG1rx58zKvd+7cGd/5zne6vbetrS0WLFiQWY8ZMyb+5m/+Zq/3Pvroo5nXo0eP7tN440mTJmVeP/HEE3u8P2XKlHjrW9+aWf/2t7+N973vfbFy5cpef9ZgJ9AFAAAAAGCfWjtS8eKmHZmfp1/ZFotXr893WwDsx/nnnx9vetObMuu77rordu7c+x/iPPDAA/Hqq69m1hdccEGMGTNmr/e+MYDdvn17FBUVRSKR6NXP73//+0yNTZs27fVz3nhOb0TEI488EieeeGJMnTo15s2bF/fee2+sXbt2v/8dBjsjlwEAAAAA2Ku+jlXuTrK4KCrKkjnoDICeSCaTMXfu3Pi3f/u3iIh46aWX4uGHH46zzz57j3t7Om55+/bt0dbWttf3+uq1117b6/WPfvSj8eyzz8Y///M/Rzqdzlx//vnn44477og77rgjInbt5j3zzDPjggsuiFNPPTUSiURO+8s3gS4AAAAAAHvVNVY5V2prKqNk5Iic1QN6qfywiKtW57uL4aH8sHx3kPHxj388E+hGRNx55517BLrPPPNM/OIXv8isp0+fHu9+97v3Wm/Lli057/GNYe3urrvuuqitrY0bbrghlixZEqlUao971q5dG3feeWfceeedcfTRR8e//du/RW1tbc77zBeBLgAAAADAMNfakYqm5uzdVm2dO3MW5iaLi6K2pjLmzzkmJ/WAPhpRHHHIlHx3wQD7q7/6qzj11FMzge3ixYtjw4YNUVVVlbnn29/+dlao2t3u3IiI0tLSrPW4cePihz/8YY67znb88cfHQw89FOvXr4//+I//iGXLlsXy5cvj2Wef3ePe//qv/4qzzjorvvrVr8bVV1/dr30NFIEuAAAAAMAwleuRyhERS6+ZGcnioqxrFWVJO3MB8mjevHmZQLezszO++93vxuc///nM+nvf+17m3oMOOiguvPDCbmuNHTs2iouLo7OzMyIiWlpa4owzzui/5t+guro65s6dG3Pnzo2IiHXr1sUjjzwSP/nJT+JnP/tZdHR0RMSuHb+f+tSnYsaMGXHCCScMSG/9qWj/twAAAAAAMBR1jVTOVZg7a3p1TBs/JiaNK836EeYC5NcHP/jBGD9+fGb9xh25XTt2u5x//vkxduzYbmslEomYMuX1nd4tLS2xbt26fuh6/yZMmBAXXnhhLFq0KJ566ql417velXkvnU7HLbfckpe+ck2gCwAAAAAwxLV2pOLFTTuyfp5+ZVtORyrPml5tpDJAgRo5cmT83d/9XWb97LPPxiOPPBIRu87UfaN9jVvucuqpp2atu2rl05QpU+IHP/hB1rUVK1bkqZvcMnIZAAAAAGCI6o+RyhF7jlU2Uhmg8F1++eVx8803Z3bm3nnnnXHEEUfEkiVLMvcceeSR8d73vne/td73vvfFt7/97cz6//yf/7PPMc0DZdq0aVFZWRmNjY0REbFx48Y8d5QbdugCAAAAAAxRuR6pHLH3scrCXIDCN3Xq1DjzzDMz6x//+Mfx5S9/OVKpVOZaT3bnRkTMnj07pk2blln/9re/jW9+85u5a7aP2tvbY+vWrZn1IYccksduckegCwAAAAAwBLV2pKK+oTFn9YxVBhj85s2bl3nd3t4e3/jGNzLrUaNGxcUXX9yjOiNGjIh//dd/zbp21VVX7TG+eX/WrFkTl19+ebz88st7vPeDH/wgvvSlL8XmzZt7XO+2226LlpaWzPq4447rVT+FyshlAAAAAIAhoLUjFU3NbZn1S5tb+rwzd/eRyhHGKgMMBbNmzYoJEybEunXr9njvgx/8YBx66KE9rnXBBRfEsmXL4o477oiIiI6Ojrj88svjvvvui6uvvjpOPfXUGD16dNYzHR0d0dDQEL/4xS/i/vvvj1/96leRTqfj2muv3aP+K6+8Etdee23ceOON8f73vz8+9KEPxXve856YMmXKHveuWbMmbr311rj99tuzrvd0x3GhE+gCAAAAAAxiuT4nt2ukMgBDT3FxcVx66aVxww037PFeX8LPb3zjG7F58+b40Y9+lLn2yCOPxCOPPBLFxcUxZcqUGDduXHR2dsaWLVvi5Zdfjvb29l59xo4dO+L++++P+++/PyIixo4dG1VVVTF27Nhob2+PF198MZqamvZ47oILLojZs2f3+jsVIoEuAAAAAMAg1nVO7oFKFhdFbU2lkcoAQ9yll14aX/ziF7POzn3zm98cp512Wq9rjRw5Mn74wx/GcccdF//rf/2vrHHHnZ2d8cwzz8QzzzyzzxqHHnpoHHTQQT3+zC1btsSWLVv2ec9ll122x27dwUygCwAAAAAwCOw+Ujkioq1zZ5/C3HsvOyEmHpL9j+dGKgMMD5MmTYozzjgjlixZkrl26aWXRiKR6HPNz3zmMzF37tz4yle+Ej/60Y/ihRde2Of9VVVVccYZZ8Rf//Vfx6xZs2LkyJF73PPxj3883vzmN8eDDz4Yy5Yti6effnqfNZPJZJx99tlxzTXXxHvf+94+f5dCJNAFAAAAAChguR6pnCwuimMnjxXeAgxT6XQ6nnzyycy6uLg4Pvaxjx1w3crKypg/f37Mnz8/nn766Xj88cejqakpNm/eHMXFxXHwwQfH5MmT46ijjorDDz98v/UOOuigOPfcc+Pcc8+NiIimpqZoaGiIZ599NjZt2hQ7duyI0tLSOOSQQ+LII4+MY445Zo8ze4cKgS4AAAAAQAHL1UjlLrU1lcJcgGGsvr4+1q5dm1nPmjUrqqqqcvoZ06ZNi2nTpuW0ZkVFRcycOTNmzpyZ07qDgUAXAAAAAKBAtXakor6hMSe1nJELQETEHXfckbX++Mc/nqdO6CmBLgAAAABAgWpqbuvzmOWl18yMZHFRZu2MXADWrFkTP/nJTzLradOmxVlnnZXHjugJgS4AAAAAwBAza3p1TBs/Jt9tAFBAUqlUXHHFFbFz5+t/KPTJT34yEolEHruiJwS6AAAAAAADpLUjFU3NbT2+f8PW1l7VN1YZgC5//OMfY/PmzdHZ2RnPPfdcfOtb34rHH3888/7kyZPj0ksvzWOH9JRAFwAAAACgn7W0p6Ju0aqob2js8wjl3S2cNyOqykuyrhmrDECXT33qU/HLX/6y2/dvv/32SCaTA9gRfSXQBQAAAADoZ3WLVsXi1etzWrOqvCQmjSvNaU0Ahr5EIhFf+tKX4pxzzsl3K/SQQBcAAAAAoB+1dqSivqEx320AMIwVFxdHZWVlnHjiifGP//iPceKJJ+a7JXpBoAsAAAAA0I+amttyNma5S7K4KCrKjMkEoHvLli3LdwvkSFG+GwAAAAAAoHdqayqdlQsAw4QdugAAAAAAg0SyuChqaypj/pxj8t0KADBABLoAAAAAADnS2pGKpua2rGsbtrZ2e//CeTOiqrykx/UrypJ25gLAMCPQBQAAAAA4QC3tqahbtCrqGxp7dV5uVXlJTBpX2o+dAQCDnUAXAAAAAOAA1S1aFYtXr893GwDAEFSU7wYAAAAAAAaz1o5U1Dc05rsNAGCIEugCAAAAAByApua2Xo1Z7pIsLoqKsmQ/dAQADCUCXQAAAACAPKitqYySkSPy3QYwyCQSiT2updPpPHQCw8fOnXv+4VZR0cDFrM7QBQAAAADohdaOVDQ1t2XWG7a29ur5ZHFR1NZUxvw5x+S6NWAY2FuI1NHRESNHjsxDNzA8dHR0ZK0TicRe/7iivwh0AQAAAAB6oKU9FXWLVkV9Q2OPRywvnDcjqspLsq5VlCXtzAX6LJFIxKhRo6K9vT1zbdu2bVFaWprHrmBo27p1a9Z65MiRAl0AAAAAgEJTt2hVLF69vlfPVJWXxKRxQhYgt8rKyuLVV1/NrLdu3RoVFRUDGjDBcNHZ2blHoHvwwQcPaA/O0AUAAAAA2I/WjlTUNzTmuw2AiNgV6L5RR0dHvPzyy87ShRxrb2+PtWvX7nGG7kAHunboAgAAAADsR1NzW4/HLHdJFhdFRVmynzoChrOSkpIYOXJk1rmezc3N8cwzz0R5eXmMGTMmiouL93reLtC9dDodqVQqduzYEdu2bYsdO3bs8YcSo0ePHvAzqwW6AAAAAAD9oLam0lm5QL9IJBIxYcKEeOGFF7LCpo6Ojnj11VezxjEDuTNy5MiorKwc8M/1pxkAAAAAADmULC6KWdOrY/6cY/LdCjCElZaWxuTJk52bCwMkmUzGlClTIpkc+OkbdugCAAAAAByAhfNmRFV5SWZdUZa0MxcYEF2h7rp167LGLwO5VVZWFtXV1TFiRH7+912gCwAAAABwAKrKS2LSuNJ8twEMU6WlpfGWt7wl2traYuvWrdHc3Bzt7e35bgsGtREjRsSYMWNizJgxMXr06LwFuV0EugAAAAAAAINYIpGIkpKSKCkpifHjx0c6nY6dO3dmna8L7F8ikYiioqKCG2Uu0AUAAAAAeIPWjlQ0NbdlXduwtTVP3QD0XiKRyPuOQiB3BLoAAAAAABHR0p6KukWror6hMdo6d+a7HQCAiBDoAgAAAABERETdolWxePX6fLcBAJBFoAsAAAAADDu7j1Vu69wpzAUACpJAFwAAAAAYNnI9VjlZXBQVZckcdAYAsHcCXQAAAABg2Mj1WOXamsooGTkiZ/UAAHYn0AUAAAAAhpzdRypH5HascrK4KGprKmP+nGNyUg8AoDsCXQAAAABgyMj1SOWIiKXXzIxkcVHWtYqypJ25AMCAEOgCAAAAAENGrkcqz5peHdPGj8lZPQCA3hLoAgAAAABDQmtHKuobGnNSy0hlAKBQCHQBAAAAgCGhqbmtz2OWdx+rbKQyAFAoBLoAAAAAwLBmrDIAUMgEugAAAADAsGSsMgAwGAh0AQAAAIBBp7UjFU3NbVnXNmxt7fb+hfNmRFV5SdY1Y5UBgMFAoAsAAAAADBot7amoW7Qq6hsae3VeblV5SUwaV9qPnQEA9A+BLgAAAAAwaNQtWhWLV6/PdxsAAANGoAsAAAAAFKTdxyq3de4U5gIAw45AFwAAAAAoKH0dq9ydZHFRVJQlc9AZAMDAE+gCAAAAAAUl12OVa2sqo2TkiJzVAwAYSAJdAAAAAKBgtHakor6hMSe1ksVFUVtTGfPnHJOTegAA+SDQBQAAAAAKRlNzW5/GLC+9ZmYki4uyrlWUJe3MBQAGPYEuAAAAADCozZpeHdPGj8l3GwAA/UKgCwAAAADkRWtHKpqa27Kubdja2uPnjVQGAIYDgS4AAAAAMKBa2lNRt2hV1Dc09mq88sJ5M6KqvCSzNlIZABgOBLoAAAAAwICqW7QqFq9e3+vnqspLYtK40n7oCACgcBXluwEAAAAAYPho7UhFfUNjvtsAABg0BLoAAAAAwIBpam7r1ZjlLsnioqgoS/ZDRwAAhU2gCwAAAAAUvNqaSuflAgDDkjN0AQAAAICClSwuitqaypg/55h8twIAkBcCXQAAAACg37R2pKKpuS2z3rC1tdt7F86bEVXlJVnXKsqSduYCAMOaQBcAAAAAyLmW9lTULVoV9Q2NPT4zt6q8JCaNK+3nzgAABheBLgAAAACQc3WLVsXi1evz3QYAwKBXlO8GAAAAAIChpbUjFfUNjfluAwBgSBDoAgAAAAA51dTc1uMxy12SxUVRUZbsp44AAAYvgS4AAAAAkHe1NZVRMnJEvtsAACg4ztAFAAAAAPqstSMVTc1tWdc2bG3t8fPJ4qKoramM+XOOyXVrAABDgkAXAAAAAOi1lvZU1C1aFfUNjb0ar7xw3oyoKi/JrCvKknbmAgDsg0AXAAAAAOi1ukWrYvHq9b1+rqq8JCaNK+2HjgAAhiaBLgAAAACwT7uPVW7r3NmnMBcAgN4T6AIAAAAAe9XXscrdSRYXRUVZMgedAQAMHwJdAAAAAGCv+jpWuTu1NZXOywUA6CWBLgAAAACwh9aOVNQ3NOakVrK4KGprKmP+nGNyUg8AYDgR6AIAAAAAe2hqbuvTmOWl18yMZHFR1rWKsqSduQAAfSTQBQAAAAByYtb06pg2fky+2wAAGFIEugAAAADAATFSGQCg/wh0AQAAAGCYa+1IRVNzW9a1DVtbu71/4bwZUVVeklkbqQwA0H8EugAAAAAwTLW0p6Ju0aqob2js1Xm5VeUlMWlcaT92BgBAF4EuAAAAAAxTdYtWxeLV6/PdBgAA+yDQBQAAAIAhbm8jlds6dwpzAQAGAYEuAAAAAAxRfR2pvC/J4qKoKEvmpBYAAPsn0AUAAACAIao/RirX1lRGycgROa0JAED3BLoAAAAAMATsPlY51yOVk8VFUVtTGfPnHJOzmgAA7J9AFwAAAAAGsf4Yq7z0mpmRLC7KulZRlrQzFwAgDwS6AAAAADCI5Xqs8qzp1TFt/Jic1QMA4MAIdAEAAABgkGrtSEV9Q2NOahmpDABQmAS6w0xra2usXLkynnzyydi8eXOMGjUqJk6cGMcff3y8+c1vznd7AAAAAPRCU3Nbn8YsG6kMADB4CHQL2N/8zd/Efffdl3VtypQp8fzzz/e6VlNTU1x//fXxve99L7Zv377Xe4477rj4p3/6pzjvvPP60i4AAAAAg4CRygAAg0vR/m8hHx588ME9wty+WrZsWdTU1MRtt93WbZgbEfHHP/4xZs+eHXPnzo329vacfDYAAAAAhSFZXBSzplcbqQwAMMjYoVuAXnvttfj7v//7nNRasWJFnH322dHS0pJ1fezYsTF16tTYvHlzvPjii5FKpTLvff/7349t27bFokWLIpFI5KQPAAAAAA5Ma0cqmprbsq5t2Nra7f0L582IqvKSzNpIZQCAwUmgW4Dq6uri5ZdfjoiI0aNH73NX7b5s3rw5PvKRj2SFuVOmTImvf/3rce6552bC2pdeeiluvPHGuOOOOzL3PfDAA3HLLbfENddccwDfBAAAAIAD1dKeirpFq6K+obFX5+VWlZfEpHGl/dgZAAADwcjlArNs2bL49re/HRERRUVF8S//8i99rjV//vxYt25dZj116tRYuXJlnHfeeVk7bydOnBj/9//+3/jiF7+Y9fwNN9wQmzdv7vPnAwAAAHDg6hatisWr1/cqzAUAYOgQ6BaQlpaWuPTSSyOdTkdExJVXXhnvete7+lSrqakpvvGNb2Rdu/POO2PChAndPvP5z38+Tj755Mz6tddei6985St9+nwAAAAAeq+1IxUvbtqR+Xn6lW2xePX6fLcFAEAeGblcQP7pn/4pnnnmmYiImDx5ctx4443xhz/8oU+17rvvvti2bVtmffLJJ8fpp5++z2cSiUT8y7/8S9Z9d911V9x4443O0gUAAADoR30dq9ydZHFRVJQlc9AZAAD5Zodugfj9738fX/va1zLr2267LcaMGdPnej/96U+z1pdcckmPnjv11FNj6tSpmfWGDRviN7/5TZ/7AAAAAGD/cj1WubamMkpGjshJLQAA8kugWwA6OjrikksuiVQqFRER559/fsyaNavP9bZt2xbLly/PunbmmWf26NlEIhFnnHFG1rXFixf3uRcAAAAAXrf7SOVcj1VOFhfFrOnVMX/OMTmpBwBA/hm5XAC+9KUvxZ///OeIiBg7dmzceuutB1TvL3/5S3R0dGTWU6dOjaqqqh4/f+KJJ8add96ZWT/++OMH1A8AAADAcJfrkcoREUuvmRnJ4uz9GhVlSTtzAQCGGIFunjU0NMQXv/jFzPrmm2/uVfi6N0888UTWuqamplfP737/7vUAAAAA6J2ukcq5Mmt6dUwb3/fjugAAGDwEunm0c+fOuOSSS6K9vT0iIk466aS47LLLDrjuf//3f2etJ02a1Kvnd79/7dq10draGiUlJQfcGwAAAORdR2vEtsZ8d8Ew0ta5Mxoa/hwTE+kDrjVqRCLe+9aKuPaMQyI2r81Bd8CAKD8sYoR/jgegb/wvSB7deuut8Zvf/CYiIkaNGhXf+ta3IpFIHHDdV155JWs9ceLEXj1fWVkZxcXF0dnZGRG7gudXX301DjvssAPuDQAAAPKmfUfETz8R8d8/j+hszXc3DCPJiHikOHL3L3HPRcTtOaoFDIyrVkccMiXfXQAwSAl08+S5556L6667LrP+/Oc/H0ceeWROam/bti1rPXr06F49n0gk4qCDDorm5uZua/bVK6+8Ek1NTb165umnn87JZwMAADDM/fQTEX95IN9dAAAA9IpAN08uv/zy2L59e0REHHnkkXHttdfmrPbu4WtfRiX3V6B7++23x/XXX5+TWgAAANBjHa27duYCAAAMMkX5bmA4+s53vhNLly6NiF27Yb/1rW/FqFGjcla/tTV7bFRfaieTyax1S0vLAfUEAAAAebWt0ZhlAABgUBLoDrD169fHpz/96cz60ksvjZNOOimnn7H7jtz29vZe12hra9tnTQAAAAAAAKD/Gbk8wD7xiU/Eli1bIiKiqqoqvvzlL+f8M8aMGZO13n3Hbk/sviN395p9dcUVV8T555/fq2eefvrpmD17dk4+HwAAAAAAAAYTge4AWrhwYfz4xz/OrL/+9a/H2LFjc/45u4evXWf19lQ6ne63QHf8+PExfvz4nNQCAACAnPjYwxHlE/LdBYNIW+fOeHX76xPR2jt3xoXf+W2fav3o4zNiwsEmo8GQV35YvjsAYBAT6A6gurq6zOtzzjknPvzhD/fL5+wemL700ku9er6xsTE6Ozsz66Kiojj00ENz0hsAAAAUnPIJEYdMyXcXDAIt7amoW7Qq6hsao61z527vVvS6XrK4KMYdNi1i5IjcNAgAwJAk0B1AXaOWIyIeeuihSCQSva6xdu3aPZ577LHH4u1vf3tmfcQRR2S9/8ILL/TqM3a/f8qUKc7QBQAAAIa9ukWrYvHq9TmrV1tTGSXCXAAA9kOgOwQdeeSRWeuGhoZePf/EE0/ssx4AAADAUNbakYqm5rasa22dO3MW5iaLi6K2pjLmzzkmJ/UAABjaBk2g29nZGU888UQ8//zz8eKLL8Zrr72WORt29OjRcfDBB8fkyZPj8MMPjyOPPDKKiwfNV8u5t73tbTFy5Mjo6OiIiIjnn38+1q9fH9XV1T16/le/+lXW+o27fwEAAACGqn2PVO6bpdfMjGRxUda1irKknbkAAPRYwaae7e3tsXz58nj44Ydj+fLl8ec//zna29t79OyoUaPif/yP/xEnn3zrCYzVAAAgAElEQVRynHXWWTFz5swYNWpUP3e8fz/96U8zIWtPrVq1Kj796U9n1pWVlXHPPfdk3TNt2rSsdVlZWZx88snxn//5n5lr9fX1cfHFF+/389LpdCxdujTr2gc+8IFe9QwAAAAwGOV6pPKs6dUxbfyYnNUDAGB4KrhA95FHHol77rknHnjggWhubo6IXSHj3nSdJbv7+21tbfGHP/wh/vjHP8Ytt9wSY8aMiQ9+8INx4YUXxhlnnNG/X2AfZs6c2etndt9pXFJS0qPvcO6552YFut/5znd6FOj+4he/iOeeey6zrqysjOOPP74XHQMAAAAUvt3HKhupDABAoSqIQLelpSW++93vxje+8Y1Ys2ZNRLwe0iYSiW6D2/0FvV33NDc3x4IFC2LBggXx1re+Nf7xH/8x/vZv/zZKS0v74+sUhAsuuCCuvfbazFjq5cuXxyOPPBKnnXZat8+k0+m4/vrrs6597GMfi6Kiom6eAAAAABhcBmKsspHKAADkUl4D3dbW1rj99tvjy1/+cjQ1NWWFuF3S6XQUFRXFtGnT4sgjj4wJEyZEdXV1jBkzJkpLSyOdTkdLS0ts27Yt1q1bF+vWrYsnn3wynnnmmdi5M/v/lKfT6VizZk1ceeWVcf3118dnP/vZuOKKK6KkpGRAv/dAGD9+fPzDP/xD3HzzzZlrl156aaxYsSImTJiw12e+9KUvxfLlyzPrgw8+OOrq6vq9VwAAAICBYqwyAACDTd4C3XvuuSc+97nPxfr16yOdTmeFuCNHjoxTTjklTj311Jg5c2a8/e1v73Xo2traGo899lj88pe/jGXLlsWyZcuyzuBtamqKurq6+OpXvxo333xzXHjhhTn7boXiM5/5TNx9992xYcOGiIh47rnn4j3veU/ceuut8YEPfCDz3/yll16KG2+8Me64446s57/whS/EuHHjBrxvAAAAgP7Q2pGK+obGnNQyVhkAgIGSl0D3Pe95T/z2t7+NiOzRymeddVZcfPHFcc4550RZWdkBfUZJSUnMmDEjZsyYEZ/73Oeiubk5HnrooViwYEEsWbIk0ul0pNPpWL9+fcydOzduv/32WLly5QF/t0Iybty4+OEPfxhnnXVWtLa2RkTE2rVr47zzzouxY8fG1KlTY8uWLfHCCy9EKpXKeva8886LT3/60/loGwAAAKBfNDW39WnM8u4jlSOMVQYAYODkJdD9zW9+E4lEItLpdIwbNy6uuOKKuPzyy2PixIn99pllZWVxwQUXxAUXXBAvv/xy3HHHHfHNb34zXn311Uin05mAeag5+eST46GHHorzzz8/Nm3alLm+ZcuWeOyxx/b6zEc/+tG46667snZNAwAAAAxHRioDAJBvRfu/pX9UVFTELbfcEi+88ELccMMN/Rrm7u6www6LG264IV544YW45ZZbYvz48QP22flw2mmnRUNDQ/z93/99lJaWdnvfscceG/fff3/8+7//eySTyQHsEAAAAKCwJIuLYtb0aiOVAQDIu7zs0P3Xf/3X+OQnPxmjR4/Ox8dnHHTQQXHVVVfFZZddFrfccktee+nOKaeckhlLfSAqKyvj9ttvj69+9auxcuXKeOKJJ2LLli0xatSoOOyww+L444+PadOm5aBjAAAAgP7X2pGKpua2Xj2zYWtrt+8tnDcjqspLMmsjlQEAKBR5CXS/8IUv5ONju1VaWlpwPfWXgw46KE4//fQ4/fTT890KAAAAQK+1tKeibtGqqG9o7NN5uN2pKi+JSeO6n2wGAAD5kpdAFwAAAAD6om7Rqli8en2+2wAAgAEj0AUAAACgIO0+Vrmtc6cwFwCAYUegCwAAAEBB6a+xyt1JFhdFRVmy3z8HAAD6QqALAAAAQEEZ6LHKtTWVUTJyxIB9HgAA9MagDHQ3bdoUK1asiCeeeCI2bdoUr732WuzcuTM+9alPxRFHHJHv9gAAAADoo9aOVNQ3NA7IZyWLi6K2pjLmzzlmQD4PAAD6YlAFug899FB89atfjeXLl0c6nd7j/QsuuGCvge61114bf/jDHyIiYsqUKXHnnXf2e68AAAAA9F5Tc1ufxiwvvWZmJIuLevVMRVnSzlwAAAreoAh0N2/eHB/72MfiwQcfjIjIhLmJRCLrdXfe+c53xk033ZS57+qrr46ampp+7hoAAACAgTBrenVMGz8m320AAEC/6N2fLebBq6++GjNmzIgHH3xwj1256XR6n0Fulw9+8IMxceLEzPoHP/hBzvsEAAAAoHdaO1Lx4qYdWT8btrb2+PlkcVHMml5tZDIAAENaQe/QTafTcd5558WaNWsywW1paWn83d/9XZx55pkxadKkePvb377fOolEIj70oQ/F17/+9YiIWLJkSdx444392jsAAAAAe9fSnoq6RauivqGxV+OVF86bEVXlJZm1kckAAAwHBR3o/vu//3usXLkyE+Yef/zx8cADD0R1dXXWfT3ZpXvOOefE17/+9Uin0/HYY49Fc3NzlJWV9UvfAAAAAHSvbtGqWLx6fa+fqyoviUnjSvuhIwAAKFwFHeh2nXubTqfjLW95Szz88MNx8MEH96nWcccdl3mdTqejoaEhjj/++Jz0CQAAAMDetXakoqm5LbNu69zZpzAXAACGq4INdNeuXRsNDQ2Z3bdf/OIX+xzmRkQccsghUV1dHevX7/qFYc2aNQJdAAAAgH7S17HK3UkWF0VFWTIHnQEAwOBSlO8GuvO73/0uInbtpi0pKYnZs2cfcM1x48ZlXm/evPmA6wEAAACwd11jlXMR5kZE1NZUOi8XAIBhqWB36DY2NkbErvNx3/zmN8eoUaMOuOaYMWMyr7dv337A9QAAAADYU2tHKuobGnNSK1lcFLU1lTF/zjE5qQcAAINNwQa627Zty7x+YxB7IJqbmzOvR48enZOaAAAAAMPZ7mfkRkS8tLmlTztzl14zM5LF2QPlKsqSduYCADCsFWyg+6Y3vSnzOlfjkdetW7fX+gAAAAD0Tq7PyJ01vTqmjc/NH/UDAMBQUrBn6FZWVkbErjN0n3322dixY8cB1fuv//qv2LJlS2Y9derUA6oHAAAAMJzl6ozcZHFRzJpebaQyAAB0o2B36J5wwgmRSCQiIiKVSsX/+3//Lz70oQ/1ud53v/vdzOvS0tJ497vffcA9AgAAAAx1exup3Na5MxavXt+nevdedkJMPOSgzNpIZQAA2LeCDXTHjx8fxx57bPzpT3+KRCIR//t//++YPXt2jBjR+/+D/9RTT8W3vvWtTEB82mmnRXFxwX51AAAAgLzL9UjliF27cY+dPFaACwAAvVCwI5cjIv7hH/4h8/rxxx+PT37yk72usW7dupg9e3Zs37490ul0RER8+tOfzlmPAAAAAENRrkYqv1FtTaUwFwAAeqmgA925c+fG0UcfHRG7ztK9/fbbY/bs2fHss8/u99nOzs74zne+E+985zvjySefjEQiEYlEImpra+Okk07q79YBAAAABq3WjlTUNzTmrJ5zcgEAoO8Keu5wIpGIhQsXxoknnhibN2+OdDodDz74YCxevDhmzJgR73znOyNiV9ibSCTi7rvvjp/97Gfx9NNPx4oVK6K5uTnzXjqdjkmTJsWCBQvy/K0AAAAACltTc1ufd+YuvWZmJIuz9xA4JxcAAPquoAPdiIgjjjgiHnzwwZg9e3Y0NTVFRMTOnTtj5cqVsXLlysx96XQ67rnnnqx1RGTC3MMOOywefPDBqKioGNgvAAAAADBMzJpeHdPGj8l3GwAAMKQU9MjlLjNmzIjHH388Tj/99ExQ26VrlHIikdjjesSuYPf000+PP/7xjzF9+vQB6xkAAABgsGjtSMWLm3ZkfjZsbe3V80YqAwBA/yn4Hbpdqquro76+PlasWBFf+9rXor6+Ppqbm7u9v6SkJE455ZSoq6uLU089dQA7BQAAABgcWtpTUbdoVdQ3NPZ4xPLCeTOiqrwk65qRygAA0H8GTaDb5b3vfW+8973vjZ07d8bjjz8eTzzxRLz66quxZcuWKC0tjUMPPTSmTp0aJ5xwQiSTyXy3CwAAAFCw6hatisWr1/fqmarykpg0rrSfOgIAAHY36ALdLkVFRfGOd7wj3vGOd+S7FQAAAIBBp7UjFfUNjfluAwAA2I9BG+gCAAAA0DOtHaloam7LuvbS5pYej1nukiwuiooyE9EAAGAgCXQBAAAAhqi+nJG7L7U1lc7KBQCAAVaU7wb25R3veEfceuutsXHjxny3AgAAADDodJ2Re6BhbrK4KGZNr475c47JUWcAAEBPFfQO3ccffzyuvvrqqKuri/e9730xd+7c+MAHPhAjR47Md2sAAAAABe1Azsi997ITYuIhB2XWFWVJO3MBACBPCnqHbpeOjo5YvHhxnH/++VFdXR1XXnll/P73v893WwAAAAAFq6m5rU87c5PFRXHs5LExaVxp5keYCwAA+VPwgW46nY5EIpF5vWnTprj99tvjhBNOiJqamvjyl78c69aty3OXAAAAAEODc3IBAKCwFHSg+9RTT8V1110XU6ZMiXQ6HRGRFe4++eST8fnPfz6mTJkSZ511Vtx7773R2tqaz5YBAAAA8qK1IxUvbtqR+dmwtXf/RuKcXAAAKEwFfYbuW97ylrjhhhvihhtuiOXLl8f3vve9uP/++6O5uTkidoW76XQ6UqlULF26NJYuXRplZWVx/vnnx8UXXxwnnXRSnr8BAAAAQP9qaU9F3aJVUd/Q2OMRywvnzYiq8pKsa87JBQCAwlTQO3Tf6OSTT4677rorNmzYEAsWLIgzzzwzs1v3jbt2t27dGnfddVeccsopmUD4ueeey2frAAAAAP2mbtGqWLx6fa/Oy60qL8k6I9c5uQAAULgGTaDb5aCDDor/+T//Zzz88MPx4osvxk033RQ1NTV7Hcn83HPPxfXXXx/Tpk2LmTNnxne/+93Ytm1bPtsHAAAA6JPdRyq/uGlHPP3Ktli8en2+WwMAAPpRQY9c3p/q6ur4zGc+E5/5zGfiT3/6U3zve9+L++67LzZu3BgR2eHuihUrYsWKFXHllVfG7Nmz45577sln6wAAAAA90peRyvuSLC6KirJkDjoDAAAGwqDbodudd7zjHXHrrbfGunXr4ic/+Un89V//dYwcOTKzczedTkc6nY4dO3bEvffem+duAQAAAHqmLyOV96W2ptJ4ZQAAGESGTKDbpbi4OM4999xYtGhRrF+/Pm677bZ497vfHRGv79gFAAAAGAxaO1JR39CYk1rJ4qKYNb065s85Jif1AACAgTGoRy7vzyGHHBJHHXVUHHXUUbFq1apob2/Pd0sAAAAAPdbU3NbnnblLr5kZyeLX/5a/oixpZy4AAAxCQzLQfeqpp+L73/9+3HPPPfHCCy/kux0AAACAATVrenVMGz8m320AAAA5MGQC3S1btsR9990Xd999d/zud7+LiMicn9s1arlrfdxxx+WnSQAAAIB+lCwuitqaSmOVAQBgCBnUgW4qlYqf//zncffdd8dDDz2UGamcTqcjkUhEIpGIdDod6XQ6qqur48ILL4y5c+dGTU1NnjsHAAAAyNbakYqm5rasaxu2tnZ7/8J5M6KqvCTrmrHKAAAw9AzKQPdPf/pT3H333XHffffFxo0bI2Lvu3FLSkpi9uzZMXfu3KitrY2ioqJuawIAAADkQ0t7KuoWrYr6hsZenZdbVV4Sk8aV9mNnAABAIRg0ge769etjwYIFsWDBgmhoaIiI7BD3jbtx3/Oe98TcuXPjIx/5SJSXl+ezbQAAAIB9qlu0KhavXp/vNgAAgAJV0IFuS0tLPPDAA/H9738/Hnnkkdi5c2e3Ie6UKVPioosuiosvvjimTZuW584BAAAA9q+1IxX1DY35bgMAAChgBR3oVlZWxvbt2yMiezduV4g7ZsyY+NCHPhRz586NU045JY+dAgAAAPReU3Nbr8Ysd0kWF0VFWbIfOgIAAApNQQe627Zty5yJ2xXkRkSceuqpMXfu3JgzZ06UljorBgAAABheamsqo2TkiHy3AQAADICCDnQjXt+Z+9a3vjUuvvjiuOiii2Ly5Ml57goAAABg4CWLi6K2pjLmzzkm360AAAADpKAD3YMPPjg+8pGPxNy5c2PGjBn5bgcAAABgwCycNyOqykuyrlWUJe3MBQCAYaagA90NGzZEMuk8GAAAAGD4qSoviUnjHDUFAADDXUEHusJcAAAAYChp7UhFU3NbZr1ha2seuwEAAAaDgg50AQAAAIaClvZU1C1aFfUNjdHWuTPf7QAAAIOIQBcAAACgn9UtWhWLV6/PdxsAAMAgJNAFAAAAyJHdRypHRLR17hTmAgAAfZaXQPfMM8/MWicSiViyZMl+78uV7j4PAAAAoC9yPVI5WVwUFWXJHHQGAAAMdnkJdJcuXRqJRCIiItLpdOb1vu7LlX19HgAAAEBf5Hqkcm1NZZSMHJGzegAAwOBl5DIAAADAAWjtSEV9Q2NOaiWLi6K2pjLmzzkmJ/UAAIDBL2+Bbjqdzul9AAAAAANh93NyX9rc0ucxy0uvmRnJ4qLMuqIsaWcuAACQJS+BbkdHR07vAwAAAOhvuT4nd9b06pg2fkwOOgMAAIayvAS6I0b07C9Ne3ofAAAAQH/L1Tm5xioDAAC94QxdAAAAgDfYfaRyRERb584+hbn3XnZCTDzkoKxrxioDAAC9IdAFAAAAiNyPVE4WF8Wxk8cKbwEAgANS0IHuunXrMq8rKipi5MiRfa7V0dERTU1NmfWECRMOqDcAAABgaMnVSOUutTWVwlwAAOCAFXSgO3HixEgkEhERUV9fH6eddlqfay1fvjzOPPPMiIhIJBLR2dmZkx4BAACAwa+1IxX1DY05qeWMXAAAIJcKOtCNiEin05lQNxe1AAAAAHbX1NzW5zHLS6+ZGcnioszaGbkAAEAuFXygm6swFwAAACDXZk2vjmnjx+S7DQAAYAgr+EAXAAAAoD+te601NkRrr54xVhkAABgowybQbW19/RezkpKSPHYCAAAAFJIP3/HreCld0e37C+fNiKry7H9LMFYZAAAYKMMm0H322Wczr8vLy/PYCQAAADCYVJWXxKRxpfluAwAAGKaK8t3AQNi5c2csWLAgInadyfvWt741zx0BAAAAA6mtc2e+WwAAAOiTvO/Q/cEPftCj+/7zP/8zNmzY0OO66XQ6duzYEc8991z89Kc/jSeffDLz3vHHH9/rPgEAAIDB69Xt7TGhD88li4uioiyZ834AAAB6Ku+B7oUXXhiJRKLb99PpdERE3HTTTX3+jHQ6nfmMRCIRF110UZ9rAQAAAMNHbU2ls3IBAIC8ynug26UruO3r+91JJBKRSCQyz19zzTUxffr0PtUCAAAAhodkcVHU1lTG/DnH5LsVAABgmCuIQLevYW1var/tbW+LT33qU/G3f/u3/fZZAAAAQGFo7UhFU3NbZr2pua3bkcu3ffQdMe6waVnXKsqSduYCAAAFIe+B7p133rnX6+l0Oi6//PLMqOSrr746jjrqqB7XLSoqitGjR8e4cePibW97W1RXV+ekXwAAAKBwtbSnom7RqqhvaIy2zp2Z6xMTTbGim6NwK8qSMWFc6QB1CAAA0Dt5D3QvueSSbt+7/PLLM6/PPvvsOO200waiJQAAAGCQqlu0KhavXp/vNgAAAHIm74Hu/vTnOGYAAABgcNp9pHJERFvnTmEuAAAw5BR0oPvUU09lXh922GF57AQAAAAoBN2NVD4Qbxo9Kid1AAAA+kNBB7pvectb8t0CAAAAUED6Y6Rysrgop/UAAAByyW8sAAAAwKDQ2pGK+obGfLcBAAAwoAS6AAAAwKDQ1NzW5zHL91xyfI67AQAAGBgCXQAAAGBImzW9Og5/U2m+2wAAAOiTgj5Dd3dbt26NH/3oR7Fy5cp47LHHYuPGjbFly5Zoa2vrVZ1EItHrZwAAAICB1dqRiqbm139/37C1tVfPJ4uLoramMubPOSZi+0u5bg8AAGBADIpAt729Pb7whS/EHXfcEdu3b89cT6fTfaqXSCRy1RoAAACQYy3tqahbtCrqGxp7PGJ54bwZUVVeknWtoiwZJSNH7Fps38tDAAAAg0DBB7qvvvpqnHHGGbF69epMgJtIJCKdTmcFs7uvd9fX8BcAAAAYWHWLVsXi1et79UxVeUlMGmesMgAAMPQUdKCbSqVizpw5sWrVqoh4PcitqKiIKVOmxO9///vM9aOPPjpKSkpi06ZNsXbt2kilUpn3IiKmTJkSEydOzM8XAQAAAHqktSMV9Q2N+W4DAACgYBTlu4F9uffee+OXv/xlJBKJSCQSMXny5Hj44Ydjw4YN8dvf/jYiXg9sv/a1r8Xvfve7ePrpp+O1116Lhx56KM4+++zMztyNGzfGJZdcEo8++mg8+uijeftOAAAAwC6tHal4cdOOrJ/HXtjS4zHLXZLFRVFRluynLgEAAPKroHfofuUrX4mIXeOSx44dG8uWLYspU6bs97nS0tJ4//vfH+9///vjZz/7WcydOze2bt0al1xySWzfvj0+8YlP9HfrAAAAQDf6ckbuvtTWVL5+Vi4AAMAQU7A7dF955ZVYvXp1ZnfuZz/72R6Fubs799xz4+c//3mMGjUq0ul0XH311fHYY4/1Q8cAAABAT3SdkXugYW6yuChmTa+O+XOOyVFnAAAAhadgd+j+5je/iYhdu3MTiURcdNFF+7y/a7Ty3syYMSOuvvrquOmmmyKVSsV1110XDz30UE77BQAAAPbU2pGKpua2zLqtc2csXr2+T7XuveyEmHjIQZl1RVnSzlwAAGDIK9hAd8OGDZnXVVVVMWHChH3e39raus/3r7jiirjpppsinU7HkiVLYuPGjXHooYfmpFcAAAAgW67HKieLi+LYyWMFuAAAwLBTsCOXN23aFBERiUQiqqqq9nrPqFGjMq9bWlr2WW/ixIlx+OGHR8Su3by//vWvc9MoAAAAsIdcjVXu4pxcAABguCrYHbojRrz+S1oymdzrPeXl5bFx48ZIJBKxbt26/dYcP358PP/88xER8eyzz+akTwAAABjOdh+pHHFgY5V3lywuitqaSufkAgAAw1bBBrpjx47NvN66dete7zn00ENj48aNERHxzDPP7Lfm9u3b9/oaAAAA6J1cj1SOiFh6zcxIFmcPE3NOLgAAMNwVbKA7bdq0iNg1HrmxsXGv9xx99NHx5JNPRkTEo48+us9627ZtizVr1kQikYiIiDFjxuSwWwAAABheukYq58qs6dUxbbzf1QEAAHZXsGfoHn300ZnXmzZtildeeWWPe975zndGxK7Qd9WqVfHYY491W++b3/xmdHR0RDqdjojInKcLAAAA9E5rRyrqG/b+x9e9lSwuilnTq41UBgAA6EbB7tCtqKiIv/qrv4o1a9ZERMTKlStj9uzZWfd8+MMfjs997nORSCQinU7HhRdeGEuWLImJEydm3ffjH/84/vmf/zlz34gRI+Lkk08esO8CAAAAQ0lTc1ufxyzvPlbZSGUAAIB9K9hANyKitrY2E+j+/Oc/3yPQPfzww2PWrFmxePHiSCQS8cQTT8RRRx0VZ599dhxxxBHR3t4eK1asiF//+teZnbmJRCI+8pGPZJ3RCwAAAPQ/Y5UBAAB6r6AD3Q9/+MNx2223RTqdjoULF8Ytt9wSo0ePzrrn1ltvjeXLl0dzc3MkEonYvn17LFq0KOuedDqd2Z1bUVERN99880B+DQAAABi0WjtS0dTclnVtw9bWXtVIFhdFbU2lscoAAAB9UNCB7kknnRRXXXVVtLbu+kVxzZo1ceyxx2bdc/jhh8fDDz8c55xzTmzevDkSicQedbrC3AkTJsT/Z+/eo6Oqz/2Pf/ZkkhkgCRA6uZEAchEIGiyKFQRRNGqRqm1BC8WCopZqq0gbfrV6LFhpaXEVSjnai2I9erCaeC3aaqAiVCxw2hLEQBAFIVxCBCQBMpNJsn9/sDI6IYHMZE/2TvJ+rZXV+e7s/exnrP/Ih+/zfe2115SZmdkm/QMAAAAA0F5V19Qpv7BYRSXlEY1XLpg1SunJ3rBrjFUGAAAAgOg5OtCVpMWLF5/1nksuuUSlpaV6+OGHVVBQoPLy8rDfp6en65ZbbtHcuXPVq1evWLUKAAAAAECHkV9YrJVbDkT8XHqyV9kpXWPQEQAAAAB0To4PdFvqS1/6kpYuXaqlS5dq165dKi8vl2maSk9P1znnnGN3ewAAAAAAtBv+YJ2KSsrPfiMAAAAAIOY6TKD7Reeccw4hLgAAAAAAUaqoCkQ0ZrmBx+2SL8kTg44AAAAAoPNy2d0AAAAAAADoGPJy0jgrFwAAAAAs1iF36AIAAAAAgLbjcbuUl5OmRZOG290KAAAAAHQ4BLoAAAAAAHRy/mCdKqoCofXBSn+z9xbMGqX0ZG/YNV+Sh525AAAAABAjBLoAAAAAAHRS1TV1yi8sVlFJeYvPzE1P9io7pWuMOwMAAAAANLAl0F2xYoUdrw0zdepUu1sAAAAAAMBW+YXFWrnlgN1tAAAAAADOwJZAd9q0aTIMw45XhxDoAgAAAAA6i8YjlSUpUFtPmAsAAAAA7YCtI5dN02zT9xmGIdM0bQ+TAQAAAABoC9GMVD4Tj9slX5LHgs4AAAAAAC1lW6Db1mGuXe8EAAAAAMAuVo9UzstJkzc+zrJ6AAAAAICzsyXQ/eMf/2jHawEAAAAA6LAaj1W2cqSyx+1SXk6aFk0abkk9AAAAAEDL2RLozpw5047XAgAAAADQ4Vg9VlmSVs0ZJ4/bFVr7kjzszAUAAAAAm9h6hi4AAAAAAGgdq8cqT8zN0MDURMvqAQAAAABah0AXAAAAAIB2yh+sU1FJuSW1GKsMAAAAAM5EoAsAAAAAQDvQ+IxcSSo7Wh3VmOXGI5UlxioDAAAAgFMR6AIAAAAA4GBWn5HLSGUAAAAAaF8IdAEAAAAAcDCrzshlpL0teSMAACAASURBVDIAAAAAtE8EugAAAAAAOEBTI5UDtfVRh7nP3XGJsnp2Ca0ZqQwAAAAA7ZOjA92EhISY1DUMQ4FA4Ow3AgAAAAAQY1aPVJZO7cb9cp8eBLgAAAAA0AE4OtCtra2NSV3DMGJSFwAAAACASFk1UvmL8nLSCHMBAAAAoINwdKArnQpfTdOM6P6mRFIDAAAAAIC24A/Wqaik3LJ6nJMLAAAAAB2PowPd0aNHR7yb9uTJk6qoqFBZWZmkzwPe3r17q1+/fla3CAAAAABA1CqqAlGPWV41Z5w8blfYNc7JBQAAAICOx9GB7j/+8Y+ony0vL9ef//xnPfroo9q3b58OHz6shx9+WLfeequFHbZeTU2Ntm/frt27d2vfvn2qqqpSMBhUcnKyevXqpdzcXA0dOlRxcdb8B3ltba02bNigrVu36vDhw4qLi1NGRoYuvPBCDRs2zJJ3AAAAAABia2JuhgamJtrdBgAAAACgDTg60G2NtLQ03XvvvZo+fbomT56s1atX6/bbb5ff79f3vvc9W3srLCzUqlWr9O6772r79u1nPSu4e/fumjJliu69914NGTIkqnceP35cCxcu1OOPP64jR440ec/gwYP1//7f/9OMGTM4ZxgAAAAAHIiRygAAAADQ+RhmJzhc9sSJE7roootUWloqt9utf/7znxoxYoRt/WRlZWnfvn0RPxcfH6+f/OQn+ulPfxpR4Pr+++/rhhtu0K5du1p0/zXXXKPnn39e3bt3j7jHWPjggw903nnnhdZbt25lNzEAAACADmHvkZMa+6u3m/xdwaxRSk/2hl1jpHIrHP1E+k1u07+7d4vUs2/b9gMAQAfEn+UCQGy4zn5L+9etWzf97Gc/kyTV1dUpPz/f5o5O5/V6de6552rkyJG68MIL1bdv39NC22AwqPnz5+v2229vcd3S0lKNHz/+tDA3MTFRubm5GjRokOLj48N+9+abb+qrX/2q/H5/9F8IAAAAANAq6cleZad0DfshzAUAAACAzqdTBLqS9LWvfU1er1emaWrNmjXas2ePrf1kZmbqjjvu0DPPPKOdO3fqxIkTKi0t1caNG/V///d/2r17tw4fPqw//OEPysrKCnt2+fLleuqpp876jtraWk2ePFmffvpp6FpKSoqefvppHTlyRMXFxdqxY4cOHjyoBx54QC7X5/86vPfee5o7d651XxgAAAAAIH+wTnuPnAz9HKzkL9ICAAAAAM6sw56h25jH41H//v1VUlIiSXr33XfVp08fW3p54403dP755591bHLPnj11xx13aNKkSbrqqqv073//O/S7Bx54QNOnTw8LYRtbvny53n///bB669atU05OTth9KSkpeuSRR5STk6Nvf/vboeuPP/64fvCDH2jQoEGRfkUAAAAAwBdU19Qpv7BYRSXlCtTW290OAAAAAKAd6TQ7dKVTY4Yb7N2717Y+cnNzIzoDt2fPnnr22WfDnjlw4IDefffdZp+pqanRI488Enbt0UcfPS3M/aKpU6dq2rRpoXVtba3mzZvX4j4BAAAAAE3LLyzWyi0HCHMBAAAAABHrVIHu/v377W4hakOHDtWFF14Ydm3btm3N3v/mm2+Ghdb9+vXTrbfeetb3zJs3Lyw4Ligo0LFjx6LoGAAAAAAgnRqzXFRSbncbAAAAAIB2qtMEusXFxSorKwuFlT6fz+aOIjdgwICw9RfPxm3s1VdfDVvfeuutLdoVPGDAAI0bNy60DgaDeuONNyLsFAAAAADQoKIqEPHOXI/bJV+SJ0YdAQAAAADak04R6AYCAX3/+9+XJJmmKUm64IIL7GwpKn6/P2zdo0ePZu99/fXXw9ZXX311i9+Tl5cXtl65cmWLnwUAAAAAtF5eTpq88XF2twEAAAAAcIAOH+i+/fbbGjNmjNavXx/aoZqdna0vf/nLNncWGdM0tWnTprBrjUcwNygvL9fBgwdDa4/HoxEjRrT4XZdeemnYevPmzRF0CgAAAACIlsft0sTcDC2aNNzuVgAAAAAADuG2u4EzufPOO6N6rrq6WuXl5SouLg4bS2yapgzD0Pz5861qsc0sX7487AzgIUOG6OKLL27y3sZn6w4cOFAJCQktfldOTk7YeufOnaqtrZXb7eh/XQAAAADAdv5gnSqqAmHXDlb6m7lbKpg1SunJ3tDal+RhZy4AAAAAIIyjE7onnniiRee+NqdhvPIXa9x6662aPn16q3trS08//bTuuuuu0NrlcmnZsmXN/rMpLS0NW2dnZ0f0Pp/PJ6/XGxrxXFNTo127dmnQoEERdg4AAAAAnUN1TZ3yC4tVVFIe0Xm56cleZad0jWFnAAAAAID2ztGBbmsZhiHTNGWaprxer+bNm6f8/Hy72zrNjh07tGfPntA6GAzq6NGj2rp1q1599VWVlJSEfpeQkKA//OEPuvLKK5utd+jQobB1VlZWxD1lZmbq448/DqtpRaB76NAhVVRURPTMzp07W/1eAAAAAIil/MJirdxywO42AAAAAAAdkOMD3YZdttHo2bOnRowYoQkTJmjatGny+XwWdmadxx57TL/5zW/OeI9hGLr22mv1i1/8QsOHn/kspePHj4etu3XrFnFPjZ9pXDNajz32WLsceQ0AAAAADRqPVQ7U1hPmAgAAAABixtGB7ocffhjxM4ZhyOv1Kjk5WYmJiTHoyh6TJ0/WPffcc9YwVzo9fPV6vc3c2bwuXbqcsSYAAAAAdDbRjlVujsftki/JY0FnAAAAAICOzNGB7oABA+xuwTFeeOEFvfDCCxo7dqyWL1+ugQMHNntvw9m3DRISEiJ+n8cT/ocK1dXVEdcAAAAAgI7E6rHKeTlp8sbHWVYPAAAAANAxOTrQ7SyWLFmiJUuWhNbV1dU6fPiwiouL9fLLL2vFihWhQHXdunUaOXKkioqKdNFFFzVZr/GO3Jqamoh7CgQCYetodvk25a677tLkyZMjembnzp268cYbLXk/AAAAAETDH6xTUUm5JbU8bpfyctK0aNLZJzABAAAAAECg60BdunRRVlaWsrKydN111+nHP/6xJk+erM2bN0uSPvvsM914443aunWrevTocdrzjUdNN96x2xKNd+RaNb46NTVVqampltQCAAAAgLZSURWIaszyqjnj5HG7wq75kjzszAUAAAAAtJjr7LfAbgMHDlRRUZGys7ND1/bt26dFixY1eX/j8PXEiRMRv7PxMx3pPGIAAAAAaAsTczM0MDVR2Sldw34IcwEAAAAAkSDQbSe+9KUvaf78+WHX/vSnPzV5b+MdsGVlZRG/b//+/WesCQAAAABomsft0sTcDEYqAwAAAAAswcjlduTrX/+6Zs6cKdM0JZ0KXT/55BP17ds37L7BgweHrffs2RPRew4dOhQ2pjkhIUH9+/ePsmsAAAAAaF/8wTpVVAXCrh2sbP4om4JZo5Se7A2tGakMAAAAALBSuwp0t23bpjfeeEP/+c9/tGfPHlVWVqq6ujoUcLaUYRgqLS2NUZex06NHD6WkpOjw4cOhawcPHjwt0B0yZEjY+qOPPlJNTY0SEhJa9J5t27aFrQcMGCC3u139qwIAAAAAEauuqVN+YbGKSsojOi83Pdmr7JSuMewMAAAAANCZtYuUbsOGDZo9e7Y2btwYdj3SILeBYRhWtOUI8fHxp11LT09Xenq6Dh48KEkKBAL617/+pVGjRrWo5rvvvhu2vuCCC1rfKAAAAAA4XH5hsVZuOWB3GwAAAAAAhHH8GbqPPfaYLr30Um3cuFGmaYaFuIZhRPzTnlVVVenIkSNh19LS0pq897rrrgtbFxUVtfg9je/92te+1uJnAQAAAMDp/ME67T1yMuxn56HjhLkAAAAAAEdy9A7d119/Xd///vclfR7eNoS6cXFxSk5OVteunWes1euvvx4WaPt8PmVkZDR57/XXX68nn3wytH7qqaf0X//1X2cNtT/66CO98847oXV8fLwmTJjQys4BAAAAwH7RjlQ+E4/bJV+Sx5JaAAAAAAA0xdGB7j333CNJoSA3JSVFs2fP1g033KChQ4d2qnNdq6ur9dOf/jTs2sSJE+VyNb3J+pprrlFWVpbKysokSbt379ZTTz2l22677YzvmTdvXlho/M1vflPdu3dvZfcAAAAAYL9YjFTOy0mTNz7O0poAAAAAAHyRY0cub9q0Sbt27QqFucOGDVNJSYkefPBBnX/++e02zJ07d642bdoU0TNHjhzR9ddfrx07doSuxcXF6b777mv2GY/HowceeCDs2o9+9COVlJQ0+8yKFSv07LPPhr1j/vz5EfUKAAAAAE7kD9apqKTcsnoet0sTczO0aNJwy2oCAAAAANAUx6aixcXFkiTTNGUYhpYvX67U1FSbu2q9t956S4sWLdLFF1+sm2++WePHj9ewYcMUHx8fdp9pmiotLVVBQYGWLl2qTz/9NOz39913n84///wzvmvmzJlatmyZPvjgA0nS0aNHNXbsWC1evFhTp04NheJHjhzR4sWL9fOf/zzs+e9+97s699xzW/uVAQAAAMB2FVWBqMcsr5ozTh53+N+H9iV52JkLAAAAAGgTjg10KyoqQp979+6tkSNH2tiN9TZu3KiNGzdKkhISEtS7d2/16NFDCQkJqqqq0t69e1VVVdXks9OnT9cvf/nLs74jPj5eBQUFGjNmjI4cOSLpVHg7ffp03X333RowYICqq6u1a9cuBYPBsGcvvvhiPfroo638lgAAAADQvk3MzdDA1ES72wAAAAAAdGKODXS7du0q6dT5uZmZmTZ3E1s1NTXatWvXWe9LTk7WwoULNWvWLBmG0aLaQ4cO1d///nfdcMMN+uSTT0LXjx8/HtoF3dhVV12lgoICdenSpWVfAAAAAAAcxh+sU0VVILQ+WOmP6HmP26W8nDRGKgMAAAAAbOfYQHfQoEGhz8eOHbOxE2s999xz+stf/qKioiJt3LhRlZWVZ7zfMAydf/75uuWWWzR9+nT5fL6I3zl8+HC9//77+sUvfqHf/e53Onr0aJP3DRo0SHPnztXMmTNbHBgDAAAAgJNU19Qpv7BYRSXlLR6xXDBrlNKTvWHXGKkMAAAAAHAKxwa6Y8aMkcfjUSAQ0Mcff6zKykolJyfb3VarDR06VEOHDtXcuXNVX1+vDz/8UDt37tSePXtUWVmpYDCopKQkde/eXf369dOIESMs+d5JSUn6+c9/rvnz52vDhg3aunWrDh8+rLi4OGVkZGjEiBFnPZMXAAAAAJwuv7BYK7cciOiZ9GSvslO6xqgjAAAAAABax7GBbnJysr797W9r+fLlqq2t1TPPPKO7777b7rYs5XK5NHjwYA0ePLjN3hkfH68xY8ZozJgxbfZOAAAAAGgL/mCdikrK7W4DAAAAAABLuexu4EwWLFig1NRUSdJPf/pT7dy50+aOAAAAAABOVVEVaPGY5QYet0u+JE+MOgIAAAAAoPUcHeimpaXplVdeUVJSko4cOaIrrrhC77zzjt1tAQAAAAA6iLycNM7KBQAAAAA4mmNHLje45JJLtH79ek2aNEnbt2/X+PHjdfnll2vSpEkaMWKEfD6fvF5vxHUzMzNj0C0AAAAAoD3wuF3Ky0nToknD7W4FAAAAAIAzcnygK0k5OTn6+9//riuvvFLbtm3TmjVrtGbNmqjrGYah2tpa6xoEAAAAALQpf7BOFVWBsGsHK/3N3l8wa5TSkz//y8C+JA87cwEAAAAA7UK7CHQfffRRPfzwwzpx4oQMw5Bpmna3BAAAAACwQXVNnfILi1VUUh7RebnpyV5lp3SNYWcAAAAAAMSG4wPdadOm6bnnnguFuIZhEOoCAAAAQCeVX1islVsO2N0GAAAAAABtxtGB7q9//WutWLFCkkIhrmma6tWrl4YNG6ZevXqpa1f+hjUAAAAAdESNxyoHausJcwEAAAAAnY5jA91AIKAFCxaEBbmXX365HnnkEY0ePdru9gAAAAAAMRLtWOXmeNwu+ZI8FnQGAAAAAEDbc2ygu2bNGh09ejQ0YvnGG29UQUGBXC6X3a0BAAAAAGLI6rHKeTlp8sbHWVYPAAAAAIC25NhAd9u2bZIk0zTlcrm0dOlSwlwAAAAA6EAaj1SWrB2r7HG7lJeTpkWThltSDwAAAAAAOzg20A0ETv1HvWEYGjhwoHr37m1zRwAAAAAAK1g9UlmSVs0ZJ487/C8B+5I87MwFAAAAALR7jg10MzMzQ5979OhhYycAAAAAACtZPVJ5Ym6GBqYmWlYPAAAAAAAncWyge84554Q+V1RU2NgJAAAAAMAq/mCdikrKLanFSGUAAAAAQGfg2EB39OjRyszM1P79+7V7926VlZUpKyvL7rYAAAAAAK1QURWIesxy47HKjFQGAAAAAHQGrrPfYg+Xy6WZM2eG1r/+9a9t7AYAAAAAYKeGscrZKV1DP4S5AAAAAIDOwLGBriTdf//9ys3NlWmaWrZsmV599VW7WwIAAAAAtJA/WKe9R06G/Rys9EdUw+N2aWJuBmOVAQAAAACdlmNHLkuS1+vV3/72N02YMEGbN2/W5MmTdf/99ys/P1+JiYl2twcAAAAAaEJ1TZ3yC4tVVFIe0XjlglmjlJ7sDbvGWGUAAAAAQGfn6EB3xYoVkqS77rpLP//5z7V792498sgjWrJkia655hpdeOGF8vl88nq9Z6l0uqlTp1rdLgAAAABAUn5hsVZuORDxc+nJXmWndI1BRwAAAAAAtF+ODnSnTZsmwzBCa8MwZJqmqqqq9OKLL+rFF1+MujaBLgAAAABYzx+sU1FJud1tAAAAAADQYTg60G1gmmYo2P1iwNvwu5ZqCIQb1wAAAAAAWKOiKhDRmOUGHrdLviRPDDoCAAAAAKB9c3yg2xDYRhLcnq0WAAAAAMBZ8nLSOCsXAAAAAIAmODrQ/eMf/2h3CwAAAACAGPK4XcrLSdOiScPtbgUAAAAAAEdydKA7c+ZMu1sAAAAAAJyBP1iniqpAaH2w0t/svQWzRik92Rt2zZfkYWcuAAAAAABn4OhAFwAAAADgTNU1dcovLFZRSXmLz8xNT/YqO6VrjDsDAAAAAKBjIdAFAAAAAEQsv7BYK7ccsLsNAAAAAAA6PAJdAAAAAECzGo9UlqRAbT1hLgAAAAAAbYRAFwAAAABwmmhGKp+Jx+2SL8ljQWcAAAAAAHQuBLoAAAAAgNNYPVI5LydN3vg4y+oBAAAAANBZODrQ3b9/f8xqZ2Zmxqw2AAAAALQnjccqWzlS2eN2KS8nTYsmDbekHgAAAAAAnY2jA92srCwZhmF5XcMwVFtba3ldAAAAAGhPrB6rLEmr5oyTx+0KrX1JHnbmAgAAAADQCo4OdBuYpml3CwAAAADQ4Vg9VnliboYGpiZaVg8AAAAAALSTQDcajXf2EgoDAAAAwOf8wToVlZRbUouxygAAAAAAxI6jA92pU6dGPHL55MmTqqio0H/+8x+dOHFC0qlwt3///ho1alQs2gQAAACAdqeiKhDVmOXGI5UlxioDAAAAABBLjg50n3322aifra+v11/+8hfNnz9fmzdv1u7du/Xtb39b8+fPt7BDAAAAAOg8GKkMAAAAAEDbc539lvbJ5XLphhtu0IYNGzRt2jTV19frkUce0QMPPGB3awAAAADQrnjcLk3MzWCkMgAAAAAANnD0Dl0rxMfH66mnnlJpaak2bdqkhQsXavz48bryyivtbg0AAAAA2oQ/WKeKqkDYtYOV/mbvL5g1SunJ3tCakcoAAAAAANinwwe6khQXF6ef/exnuvbaayVJP/7xj7Vp0yabuwIAAACA2KquqVN+YbGKSsojOi83Pdmr7JSuMewMAAAAAAC0VIcdudzYlVdeqaSkJJmmqX//+98qLS21uyUAAAAAiKn8wmKt3HIgojAXAAAAAAA4S6cJdOPi4tS3b9/QesOGDTZ2AwAAAADW8QfrtPfIybCfnYeOa+WWA3a3BgAAAAAAWqlTjFxu4PV+fgbUgQP8wQYAAACA9i3akcpn4nG75EvyWFILAAAAAAC0XqcKdPfs2RP67HZ3qq8OAAAAoANqGKlspbycNHnj4yytCQAAAAAAotdpUs1169bp0KFDoXVqaqqN3QAAAABA6/iDdSoqKbesnsftUl5OmhZNGm5ZTQAAAAAA0HqdItA9evSo7rrrLhmGIdM0JUkjR460uSsAAAAAiF5FVSDqMcur5oyTx+0Ku+ZL8rAzFwAAAAAAB+rQgW5VVZUKCws1b948lZWVSZIMw9DQoUM1ZMgQm7sDAAAAgLY3MTdDA1MT7W4DAAAAAAC0kKMD3auvvjqq56qrq1VeXq5du3apvr5epmmGducahqGFCxda3CkAAAAAtI4/WKeKqkCL7z9Y6Y+oPiOVAQAAAABonxwd6K5atUqGYUT1bMNoZUlho5YfeughTZw40ZL+AAAAAKC1qmvqlF9YrKKS8qhHKDdWMGuU0pO9YdcYqQwAAAAAQPvk6EC3NRqCYNM0ZZqm0tPTtWTJEt100002dwYAAAAAn8svLNbKLQcsrZme7FV2SldLawIAAAAAAHs4PtD94k7bloqPj1dSUpL69u2rESNGaMKECfra174mt9vxXxcAAABAJ+IP1qmopNzuNgAAAAAAgIM5OuEMBoMRP2MYhlwuVwy6AQAAAIDWaXxObtnRasvGLDfwuF3yJXksrQkAAAAAAOzj6EA3Lo7znQAAAAC0f7E4J7c5eTlpnJULAAAAAEAH4uhAFwAAAAA6glick9uYx+1SXk6aFk0aHtP3AAAAAACAtkWgCwAAAAAxFO05uc/dcYmyenZp8f2+JA87cwEAAAAA6IAIdAEAAAAghiqqAhGPWfa4Xfpynx4EtAAAAAAAQC67GwAAAAAAhOMcXAAAAAAA0MDRge7WrVt17rnnhn7Wrl0bVZ133nknVGPw4MH68MMPLe4UAAAAAE6NV9575GTYz8FKf4uf97hdmpibwTm4AAAAAAAgxNEjlx9//HHt3LlTkjRkyBBddtllUdW57LLL5HK5tGPHDhmGoT/84Q9atGiRla0CAAAA6MSqa+qUX1isopLyiMYrF8wapfRkb2jNObgAAAAAAKAxR+/QfeWVVyRJhmHolltuibqOYRj6zne+I0kyTVMvvfSSJf0BAAAAgCTlFxZr5ZYDEZ+Vm57sVXZK19APYS4AAAAAAGjMsYHu9u3bdeDAgdD6+uuvb1W9G264IfR59+7d2r17d6vqAQAAAOh8mhqpvPPQca3ccuDsDwMAAAAAAETBsSOXP/jgg9DnxMREDRs2rFX1cnJylJiYqOPHj0uS3n//ffXr169VNQEAAAB0DtGOVD4Tj9slX5LHkloAAAAAAKDjcuwO3X379kk6NS45Ozu71fUMw1CfPn1C6z179rS6JgAAAIDOIdqRymeSl5PGiGUAAAAAAHBWjt2h27CTVpKSkpIsqfnFOlVVVZbUBAAAANCx+YN1Kiopt6yex+1SXk6aFk0abllNAAAAAADQcTk20E1MTAx9/uyzzyypeezYsdDnhIQES2oCAAAA6NgqqgJR78xdNWecPO7wwUi+JA87cwEAAAAAQIs5NtD1+XySJNM0VVZWptraWrnd0bcbDAbDxiw31AcAAACAWJiYm6GBqYlnvxEAAAAAAOAMHHuG7oABA0KfT548qbVr17aq3tq1a3Xy5MnQum/fvq2qBwAAAABN8bhdmpibwUhlAAAAAABgCcfu0L3ooovUvXt3VVZWSpIWLlyo8ePHR11v4cKFoc9du3bVqFGjWt0jAAAAgI7HH6xTRVUgtD5Y6W/23oJZo5Se7A27xkhlAAAAAABgJccGui6XS9dee62ef/55SdLq1au1dOlS3XPPPRHXWrp0qVavXi3DMCRJ11xzjeLj4y3tFwAAAED7Vl1Tp/zCYhWVlLf4zNz0ZK+yU7rGuDMAAAAAANCZOXbksiQ9+OCDMgxDhmHINE3NmTNHDz/8sOrrW/aHK/X19Zo/f77mzJkTqmEYhh588MEYdw4AAACgvckvLNbKLQdaHOYCAAAAAAC0BUcHusOGDdPtt98eCmIbAtqcnBz99re/1c6dO5t8bufOnVq6dKlycnLCAmDDMDRjxgxdcMEFbfk1AAAAADicP1inopJyu9sAAAAAAAA4jWNHLjdYtmyZPvjgA61fvz60y3bHjh2aPXu2Zs+ereTkZPl8PiUmJur48eOqqKgInbtrmqYkhZ4bO3asHn/8cTu/DgAAAAAHqqgKRLwz1+N2yZfkiVFHAAAAAAAApzg+0I2Pj9frr7+uW265RStXrgydg9sQ1h47dkzHjh1r8tkv3nvjjTfqT3/6E2fnAgAAALBEXk6avPFxdrcBAAAAAAA6OEePXG7QvXt3vfbaa/rtb3+rzMzMsJ23zf1Ip4LcrKws/e53v9NLL72k5ORkO78GAAAAAAfwB+u098jJsJ+Dlf4WP+9xuzQxN0OLJg2PYZcAAAAAAACnOH6H7hfdfffduvPOO1VYWKi33npL69at0+7du0Nn5EqSy+VS//79NXbsWF177bX6xje+obg4/tY8AAAA0NlV19Qpv7BYRSXlEY1XLpg1SunJ3tDal+RhZy4AAAAAAGgz7SrQlU6NYJ4yZYqmTJki6dQu3M8++0xVVVVKSkpSjx49Qjt0AQAAAKBBfmGxVm45EPFz6cleZad0jUFHAAAAAAAAZ9fuAt3GDMNQz5491bNnT7tbAQAAAOAQ/mCdKqoCoXWgtj6qMBcAAAAAAMBu7T7QBQAAAIAG0Y5Vbo7H7ZIvyWNBZwAAAAAAANEh0AUAAADQYUQ7Vrk5eTlpnJcLAAAAAABsRaALAAAAoEPwB+tUVFJuSS2P26W8nDQtmjTcknoAAAAAAADRsiXQPXz4sHr16mXHq5vlxJ4AAAAAtFxFVSCqMcur5oyTx+0Ku+ZL8rAzFwAAAAAAOILr7LdYb8CAAVqwYIFOnjxp/NSecwAAIABJREFUx+vDnDx5Uj/72c80YMAAu1sBAAAA0MYm5mZoYGqislO6hv0Q5gIAAAAAAKewJdCtrKzUQw89pL59+2r+/Pk6fPhwm/dw+PBhzZs3T3379tW8efNUVVXV5j0AAAAAsIfH7dLE3AxGKgMAAAAAAMez9Qzdw4cP6+GHH9avfvUrTZ48WbfffrvGjBkT03euW7dOTzzxhAoLC+X3+yVJpmnKMIyYvhcAAACAdfzBOlVUBcKuHaz0N3t/waxRSk/2htaMVAYAAAAAAO2FLYHu22+/rR/84AfaunWrTNNUdXW1nnnmGT3zzDPq27evvv71r+uGG27QqFGjFB8f36p3BYNBvffee3rllVf08ssva8+ePZJOhbgNzj//fC1durRV7wEAAAAQe9U1dcovLFZRSXlE5+WmJ3uVndI1hp0BAAAAAADEhi2B7rhx47R582b9/ve/14IFC7R//35Jp0LW3bt3a8mSJVqyZIm8Xq++8pWv6KKLLtJ5552nwYMHKysrS+np6YqLC//b9HV1dTpw4IDKyspUWlqq999/X//617+0cePGsJ24X5SZmakHH3xQd955p1wuW6ZPAwAAAIhAfmGxVm45YHcbAAAAAAAAbca2kcsul0vf+973dNttt+mxxx7T4sWLVVZWFvp9w87dd955R++8885pz3s8HnXp0kWmacrv9ysQCJx2T0MdSWEjlbOysvTDH/5Qs2bNksfjsfibAQAAALBC47HKgdp6wlwAAAAAANDp2HqGrnQqmL3vvvt0zz33qLCwUI8//rjWrVt32n2Nd9f6/f7QztumNHUm7mWXXabvfe97mjRp0mk7fAEAAAA4Q7RjlZvjcbvkS+IvcgIAAAAAgPbJ9kC3QVxcnG6++WbdfPPN2rt3r5577jmtXLlS//znP1VbWxt2b1NhrRQe+pqmKbfbrUsuuUTXXXedpkyZoj59+sT0OwAAAABoPavHKuflpMkbz1/oBAAAAAAA7ZNjAt0vys7O1ty5czV37lxVVVXpvffe07/+9S9t2bJFu3bt0t69e3Xs2DFVV1dLkrp06aIePXooOztb/fr1U25uri688EKNGjVKSUlJNn8bAAAAAE1pPFJZsnasssftUl5OmhZNGm5JPQAAAAAAADs4MtD9oqSkJF199dW6+uqr7W4FAAAAgAWsHqksSavmjJPH7Qq75kvysDMXAAAAAAC0e44PdAEAAAB0LFaPVJ6Ym6GBqYmW1QMAAAAAAHASAl0AAAAAMcFIZQAAAAAAgNYj0AUAAABgqViMVJZOH6vMSGUAAAAAANAZEOgCAAAAsJTVI5UlxioDAAAAAIDOi0AXAAAAgGX8wToVlZRbVo+xygAAAAAAoLMj0AUAAAAQtcbn5JYdrY56zHLjkcoSY5UBAAAAAAAIdAEAAABEzOpzchmpDAAAAAAA0DQCXQAAAAARs+qcXEYqAwAAAAAAnBmBLgAAAICIRHtO7nN3XKKsnl3CrjFSGQAAAAAA4MwIdAEAAABEpKIqEPGYZY/bpS/36UF4CwAAAAAAECGX3Q0AAAAA6PjyctIIcwEAAAAAAKLADl0AAAAAzfIH61RRFQi7drDS3+LnOSMXAAAAAACgdQh0AQAAAJymuqZO+YXFKiopj2i8csGsUUpP9obWnJELAAAAAADQOgS6AAAAAE6TX1islVsORPxcerJX2SldY9ARAAAAAABA50SgCwAAAHRyjccqB2rrowpzAQAAAAAAYD0CXQAAAKCTinascnM8bpd8SR4LOgMAAAAAAEADRwe6+/fvD332+XyKj4+PulYwGFRFRUVonZmZ2areAAAAgPYu2rHKzcnLSeO8XAAAAAAAAIs5OtDNysqSYRiSpKKiIo0fPz7qWmvXrtXVV18tSTIMQ7W1tZb0CAAAADhd45HKkrVjlT1ul/Jy0rRo0nBL6gEAAAAAAOBzjg50Jck0zVCoa0UtAAAAoLOweqSyJK2aM04etyvsmi/Jw85cAAAAAACAGHF8oGtVmAsAAAB0NlaPVJ6Ym6GBqYmW1QMAAAAAAMDZOT7QBQAAABA5f7BORSXlltRipDIAAAAAAIB9Ok2g6/f7Q5+9Xq+NnQAAAACxV1EViHrMcuOxyoxUBgAAAAAAsE+nCXQ//vjj0Ofk5GQbOwEAAACci7HKAAAAAAAAztIpAt36+no988wzkk6dyTto0CCbOwIAAACchbHKAAAAAAAAzmR7oLtixYoW3bd69WodPHiwxXVN09TJkye1a9cuvfrqq9q+fXvod1/5ylci7hMAAADoKApmjVJ6cvgxJIxVBgAAAAAAcCbbA91p06bJMIxmf2+apiRp4cKFUb/DNM3QOwzD0C233BJ1LQAAAKC9S0/2Kjulq91tAAAAAAAAoAVsD3QbNAS30f6+OYZhyDCM0PNz5sxRbm5uVLUAAAAAAAAAAAAAoC05ItCNNqyNpPawYcP0wx/+UDNmzIjZuwAAAAA7+IN1qqgKhF07WOm3qRsAAAAAAABYyfZA949//GOT103T1J133hkalXzfffdp6NChLa7rcrnUrVs3paSkaNiwYcrIyLCkXwAAAMApqmvqlF9YrKKScgVq6+1uBwAAAAAAADFge6A7c+bMZn935513hj5PmDBB48ePb4uWAAAAgHYhv7BYK7ccsLsNAAAAAAAAxJDtge7ZxHIcMwAAANBeNB6rHKitJ8wFAAAAAADoBBwd6H744Yehz71797axEwAAAMAeVo9V9rhd8iV5LOgMAAAAAAAAbcHRge6AAQPsbgEAAACwldVjlfNy0uSNj7OsHgAAAAAAAGLL0YEuAAAA0Jn5g3UqKim3pJbH7VJeTpoWTRpuST0AAAAAAAC0DQJdAAAAwAEan5ErSWVHq6Mas7xqzjh53K6wa74kDztzAQAAAAAA2qF2GegGAgHt379fx44dU3V1tUzTjLjG6NGjY9AZAAAAEBmrz8idmJuhgamJFnQGAAAAAAAAJ2g3ge6OHTv05JNP6q9//au2b9+uurq6qGsZhqHa2loLuwMAAACiY9UZuYxUBgAAAAAA6JgcH+gGg0Hdf//9+s1vfqP6+vqoduM6mWma2r17t95//32VlZXps88+k8fjUc+ePTVo0CCNHDlSXq/X0ndWVVXp3Xff1Y4dO1RZWakuXbqob9++Gj16tDIzMy19FwAAAJrXmjNyn7vjEmX17BJaM1IZAAAAAACgY3J0oFtXV6ebbrpJr732WijINQxDktp1sHv06FG98sor+tvf/qa///3v+vTTT5u9Nz4+Xtddd51mz56tcePGteq9u3bt0kMPPaQXXnhBNTU1p/3eMAyNGzdO8+fP12WXXdaqdwEAAODsKqoCUY1Z9rhd+nKfHgS4AAAAAAAAnYCjA91ly5bp1VdflWEYMgxDpmnKNE3l5OToggsuUGpqqrp162Z3mxG5++679cQTTzQZqDYlGAzqlVde0SuvvKLvfOc7+u1vf6vk5OSI3/vCCy/o1ltv1cmTJ5u9xzRNrVmzRpdffrnmzp2rX/ziF6EAHQAAAM6Rl5NGmAsAAAAAANBJODbQra+v14IFC0JBriRdddVVWrx4sYYNG2Zzd9HbsGFDk2FuXFycMjIylJaWpmAwqE8++UTHjh0Lu+d//ud/tH37dq1evVqJiYktfmdBQYGmTJmi+vrw3R8+n0/Z2dk6dOiQ9u3bF/rnbJqmfvnLXyoQCGjx4sVRfEsAAAA0xR+sU0VVILQ+WOmP6HnOyQUAAAAAAOh8HBvobtiwQZ9++mlod+5Xv/pVvfbaa3K5XHa3ZpkePXpo6tSpuu666zR27FglJSWFfldXV6d169bpoYce0rp160LXN27cqBkzZqiwsLBF7/joo4906623hoW5w4cP1+LFi3XFFVeErpWWluonP/mJXnrppdC1JUuWaOzYsfrGN77Rmq8JAADQ6VXX1Cm/sFhFJeUtHrFcMGuU0pO9Ydc4JxcAAAAAAKDzcWw6WlJSIunzs3KXLFnSYcLcfv366YknntD+/fv13//935owYUJYmCud2rF7+eWX6+2339add94Z9rsXX3xRb7/9dove9V//9V86ceJEaD1y5EitXbs2LMyVpMGDB6uwsPC0d82dO1e1tbWRfD0AAAA0kl9YrJVbDkR0Xm56slfZKV3DfghzAQAAAAAAOh/HJqQVFRWhz/369dPAgQNt7MY68+fPV2lpqWbOnKkuXbqc9f64uDg99thjuuiii8KuP/HEE2d99oMPPtDzzz8fWickJOjpp59u9gxewzD0m9/8RoMGDQpd++ijj/TUU0+d9V0AAABomj9Yp6KScrvbAAAAAAAAQDvl2EA3Pj5e0qmQMTU11eZurHPdddcpISEhomfi4uI0d+7csGtvvvnmWZ9bvnx52Kjlb33rWxo6dOgZn/F6vfrxj38cdq0l4TEAAACaVlEViGhnrnTqrFxfkidGHQEAAAAAAKA9cWyg269fv9Dnzz77zL5GHGLs2LFh68OHD+vkyZNnfOa1114LW8+cObNF77r55pvVrVu30HrTpk3av39/CzsFAABAa+XlpDFeGQAAAAAAAJIcHOiOHTtWLpdLpmlq9+7dZw0vO7qePXuedu3YsWPN3l9aWqqdO3eG1t26ddPo0aNb9K7G95qmqddffz2CbgEAADonf7BOe4+cDPs5WOlv8fMet0sTczO0aNLwGHYJAAAAAACA9sRtdwPNSU1N1cSJE/Xaa6+ppqZGL730kqZNm2Z3W7bZt2/fadd69erV7P2bN28OW1988cVyu1v+f/ell16qoqKiZusBAADgc9U1dcovLFZRSXlE45ULZo1SerI3tPYlediZCwAAAAAAgDCODXQl6Ve/+pXeeustBQIBPfjgg5owYYJSUlLsbssW69atC1v37dv3jGfxbtu2LWydk5MT0fsa39+4HgAAMRX0S8fL7e4CaLFfvPaBNm8/JJ8kGS1/rrcqlGl8HujquNWdAQBCKjlKCAAAAED75OhA99xzz9VTTz2ladOmae/evZowYYJefvllZWRk2N1am1u+fHnYesKECWe8v7S0NGydnZ0d0fsa39+4HgAAMVFzUnr1bqn0Dam25WNqAbs9LOlhTxQP/sniRgAAAAAAANDhODrQlaSbb75ZXbp00YwZM7Rp0yadd955uvvuu3XTTTfpvPPOs7u9NvHGG29o7dq1YddmzJhxxmcOHToUts7Kyoronb179w5bV1RURPR8cw4dOhRxrS+eBQwA6OBevVv64CW7uwAAAAAAAAAAx3B0oHvuueeGPrtcLpmmqaNHj2rBggVasGCBvF6vevXqJa/Xe4YqpzMMo93sOD1y5Ii++93vhl278cYbdfHFF5/xuePHw+f1devWLaL3Nr4/GAwqEAjI44lm68nnHnvsMc2fP79VNQAAHVTQf2pnLgAAAAAAAAAgxNGB7s6dO2UYhkzTlGEYMoxTB5KZpilJqq6uVllZWcR1G+o4XX19vaZNmxb2Hbt3766lS5ee9dnGgW6koXeXLl2arNnaQBcAgGYdL2fMMgAAaHtur5SYZncXAAAAANAsRwe6DRoHsK0JZBvC4PYgPz9ff/3rX8Ou/f73v2/Rebh+f/gfiCckJET07qaC2+rq6ohqAAAAAADgeIMnSPGR/SVoAAAAAGhLjg50MzMz281uWqstXbpUv/71r8OuzZ07VzfffHOLnm+8I7empiai9wcCgbPWjMZdd92lyZMnR/TMzp07deONN7b63QAAAAAAhLi9p8LcG/7b7k4AAAAA4IwcHehGM065I1ixYoVmz54ddm3GjBlauHBhi2skJiaGrRvv2D2bpnbjNq4ZjdTUVKWmpra6DgCgk7n1b1Jypt1doJPaf8yvm37/XsTPjR+SqoevHxaDjgAAlkhMY2cuAAAAgHbB0YFuZ7Ry5UpNnz49bDT0N77xDT3xxBMR7VZuHL6eOHEioj4a3+92uy3ZoQsAQFSSM6Wefe3uAp2EP1iniqrPp5UclF9lpq/Fz3vcLuXlpOn+ScOlhLhYtAgAAAAAAIBOhEDXQd5++21NnjxZtbW1oWt5eXl67rnnFBcX2R8GNt4FG+lu53379oWtfb6W/yEmAABAe1RdU6f8wmIVlZQrUFvfomcKZo1SenL4X3rzJXnkjSfIBQAAAAAAgDUIdB1iw4YNuv7668NGI48ePVovv/yyEhISIq43ePDgsPWePXsier7x/UOGDIm4BwAAgPYkv7BYK7cciOiZ9GSvslO6xqgjAAAAAAAAQHLZ3QCkLVu26Ktf/aqOHz8euvblL39Zb7zxhrp16xZVzcYBbElJSUTPb9u27Yz1AAAAOhJ/sE5FJeV2twEAAAAAAACcpt3v0K2urtaxY8dUX18vn8+n+Ph4u1uKSGlpqfLy8nT06NHQtaFDh+rNN99U9+7do657wQUXhK03bdqk2tpaud0t+7/83XffPWM9AACAjqSiKtDiMcsNPG6XfEmeGHUEAAAAAAAAnNLuduiuXbtW9957r0aMGKGuXbsqMTFRvXv3VnZ2ttatW9fkM5s3b9b69eu1fv36iHeqxtInn3yiq666SocOHQpdO+ecc1RUVNTqM2uHDBmiAQMGhNYnTpzQ+vXrW/TsiRMn9N5774XWhmFo4sSJreoHAACgo8nLSeOsXAAAAAAAAMRcuwl0N23apJEjR+qKK67QsmXLVFxcLL/fL9M0ZZrmGZ999tlnNXbsWI0dO1ZjxoxRIBBoo66bd+DAAV155ZUqKysLXevdu7dWr16t3r17W/KO66+/Pmz95JNPtui5559/Pmz880UXXaTMzExLegIAAGjvPG6XJuZmaNGk4Xa3AgAAAAAAgE6gXQS6y5Yt05gxY/Tvf/87FN42/K9hGGd9/t5771VcXJxM09SxY8f00ksvxbTfszly5Ijy8vL00Ucfha75fD4VFRXpnHPOsew9t912W9g/nz//+c+nnY3bmN/v18KFC8OuzZw507KeAAAA7OYP1mnvkZNhPwcr/c3eXzBrlNbNvSL0U/zTq7Vs6gh1SWB3LgAAAAAAAGLP8WfoPv3007rnnnskfR7eulwuXXDBBerTp49efvnls9bIzs7WFVdcoaKiIknSq6++qilTpsSu6TOoqqrStddeqw8++CB0rUePHnrrrbc0dOhQS9913nnn6aabbtLzzz8vSaqpqdH06dO1atUqJScnn3a/aZqaPXu2Pvzww9C1/v3767bbbrO0LwAAADtU19Qpv7BYRSXlEZ2Xm57sVXZK1xh2BgAAAAAAADTP0YHunj17NGvWrLBdpvfdd5/uv/9+felLX5J0KtxtyS7db37zmyoqKpJpmlq9enXMej6b66+/Xps2bQq7NmfOHH366adatWpVRLUuvPBC9ezZ84z3PPLII/rLX/6ikydPSjo1uvqyyy7TkiVLdPnll4fu27Fjh+6///7Tdi8vXLhQ8fHxEfUFAADgRPmFxVq55YDdbQAAAAAAAAARcXSg+9BDD4XOuzUMQ88884ymTp0aVa2xY8eGPh85ckQff/yx+vfvb0mfkVizZs1p1x566KGoar399tthoWxTBg4cqCeffFJTp04NjakuLi7WFVdcIZ/Ppz59+ujQoUMqKys77SziH/zgB5o8eXJUvQEAANjJH6xTRVUgtA7U1hPmAgAAAAAAoF1ybKBbU1OjF198MbT79o477og6zJWkwYMHq0uXLqqurpYkbdu2zZZA1w7f+ta3ZJqmZs6cGfr+klRRUaGKioomn/nRj36kX/3qV23VIgAAgCWiHavcHI/bJV+Sx4LOAAAAAAAAgOi47G6gOevXr9eJEydCu0bz8/NbVc/lcikzMzO0Lisra1W99mbKlCnaunWrpk6desYRypdddpnWrFmjRYsWtWiUNQAAgJM0jFW2IsyVpLycNHnj4yypBQAAAAAAAETDsTt0d+3aFfrcu3dvDRgwoNU1e/ToEfpcWVnZ6nrRaDzWuC31799f//u//6vHH39c//jHP/Thhx+qqqpKXq9Xffr00aWXXqrevXvb1h8AAEBr+IN1Kiopt6SWx+1SXk6aFk0abkk9AAAAAAAAIFqODXQbRgEbhqGMjAzL69fXW7Nroz1KTk7WhAkT7G4DAADAUhVVgah25q6aM06e/8/e/UfHXdX543/NMO2kpQk0NE0KbdlqPbBZbVUUqQqIGGU9Rdg9RVzgiB50t7q67gIRlVUXAX9QkV1FjnvQXWUXURtdOMafqciBhc8iqJuIqaxVCgJtCLS0KWTSZDrfP/hmZEpTMslMZjLzeJwzh7l33vfOK+fwR0+eua+bKmxc09KYdjIXAAAAgKpQtYHu3Llz8+/37t1bkj137NiRf3/EEUeUZE8AAGavtauWxMrFCypdBgAAAABMqGoD3cWLF0fEMy2KH3nkkWnvt2vXrnjwwQfz98K2tLRMe08AACojM5qNwaGRgrntuzOTXq+lMgAAAACzRdUGus++M/eJJ56I+++/P4455pgp7/ejH/0o32Y5kUjEK1/5ymnXCADAzBrem43Ort7o6R8oqr3yxvVroq2pIT/WUhkAAACA2SL5/I9Uxitf+cpYuHBh/kTt9ddfP639rr766vz7F73oRXHkkUdOaz8AAGZeZ1dvdPdtK/qu3LamhljWPD//EuYCAAAAMFtUbaCbTCbjjDPOiFwuF7lcLr74xS9GX1/flPb65Cc/Gffcc09EPHM697zzzitlqQAAzIDMaDZ6+gcqXQYAAAAAzKiqDXQjIj72sY/F3LlzI5FIxMjISLzpTW+Ke++9d9Lr9+3bFx/96Efjox/9aP6k72GHHRZ/93d/V66SAQAok8GhkaJP5kY8c19uS2O6DBUBAAAAQPlVdaD7J3/yJ/GRj3wkcrlcJBKJGBgYiDVr1sQ73/nOuPXWW2PXrl0REZHL5fL/ffLJJ+Pee++Nq666KlauXBmf/OQn86d8E4lEXHPNNdHU1FTJHwsAgBnU0d6qxTIAAAAAs1aq0gU8n4997GPx29/+Nm688cZIJBKRzWbjhhtuiBtuuKHguVwuF2984xufMxfxTJvlXC4X73//++P888+fsdoBAKicdCoZHe2tsWHd6kqXAgAAAABTVvWBbkTE1772tVi+fHl85jOfyc89O6zdf27ceJCbSCTiE5/4RFx66aUzUzAAANOSGc3G4NBIwdz23ZkJn9+4fk20NTUUzLU0pp3MBQAAAGDWmxWBbjKZjCuvvDJOO+20uOyyy+LWW2894HPj4e6zWzCfeOKJccUVV8SJJ544Y/UCADA1w3uz0dnVGz39A0Xdl9vW1BDLmueXsTIAAAAAqIxZEeiOO/HEE2PTpk1x3333xQ9+8IO44447YvPmzfHEE0/Erl27Yt68ebFo0aJYsWJFnHLKKXHaaafF8ccfX+myAQCYpM6u3uju21bpMgAAAACgasyqQHfci1/84njxi18cnZ2dlS4FAIASyYxmo6d/oNJlAAAAAEBVSVa6AAAAiIgYHBopqs3yuHQqGS2N6TJUBAAAAACVJ9AFAGBW62hvjYY5h1S6DAAAAAAoi1nZchkAgNkvM5qNwaGR/Hj77kxR69OpZHS0t8aGdatLXRoAAAAAVI2qD3QfffTR/PvDDjssDj300KL3eOqpp2LXrl358ZFHHlmS2gAAKN7w3mx0dvVGT//ApFssb1y/JtqaGgrmWhrTTuYCAAAAUPOquuXyj370o1i2bFn+9Zvf/GZK+2zevLlgn9tvv73ElQIAMFmdXb3R3betqPty25oaYlnz/IKXMBcAAACAelDVge71118fuVwucrlcvO51r4vjjjtuSvu84hWviBNPPDG/15e//OUSVwoAwP4yo9n4w46nC15bHtsT3X3bKl0aAAAAAMwaVdtyeXR0NH784x9HIpGIiIi/+qu/mtZ+5513Xv5k7ve///3I5XL5vQEAKJ2ptFQ+mHQqGS2N6RJUBgAAAACzT9We0O3t7Y09e/ZELpeLiIjTTjttWvs9e/3OnTvj17/+9bT2AwDgwKbSUvlgOtpbtVcGAAAAoG5VbaD77PtyFy1aFEuXLp3WfkuXLo2Wlpb8uL+/f1r7AQDwXJnRbPT0D5Rkr3QqGWtXLYkN61aXZD8AAAAAmI2qtuXy4OBgREQkEolYsmRJSfZcsmRJft/t27eXZE8AAP5ocGhkyidzN114cqRTf/x7w5bGtJO5AAAAANS9qg10h4eH8+8bGhpKsuez93nqqadKsicAANO3dtWSWLl4QaXLAAAAAICqU7WB7sKFC/PvH3/88ZLs+ex9FizwC0MAgEpLp5LR0d6qrTIAAAAATKBqA93x+25zuVw89NBDsXv37mhqapryfrt27YoHH3wwEolEwf4AAExdZjQbg0Mj+fH23ZkJn924fk20NRV2XtFWGQAAAAAOrmoD3Ze85CUR8cwdutlsNrq7u+Occ86Z8n7f/e53I5vN5vc89thjS1InAEA9Gt6bjc6u3ujpH5j0nbltTQ2xrHl+mSsDAAAAgNqSrHQBEznmmGNi6dKlEfHMKd3LLrssxsbGprTX6OhoXH755fnTuYsXL46XvvSlJasVAKDedHb1RnfftkmHuQAAAADA1FRtoBsRcfbZZ0cul4tEIhFbtmyJ888/f0r7nH/++fHb3/42v9db3/rWElcKAFCbMqPZ+MOOpwteWx7bE9192ypdGgAAAADUhaptuRwRcckll8SXvvSlePrppyOXy8U3vvGNGBgYiK985Stx9NFHP+/6rVu3xgUXXBC33XZbJBKJyOVyMW/evPjIRz4yA9UDAMxeU2mpfDDpVDJaGtMlqAwAAAAA6ktVB7qLFi2Kz3zmM/G+970vH8jeeuut8aIXvSjWrl0bb37zm+MVr3hFLF68OBYsWBB79uyJxx57LO699974/ve/H93d3ZHNZiOXy0XEM3fnfvrTn47W1tYK/2QAANVtvKVyqXSmMwHzAAAgAElEQVS0t0bDnENKth8AAAAA1IuqDnQjIt773vdGf39/XHfddfk7cMfGxuKWW26JW2655aBrx1ssj4fB73//++N973vfTJQNADBrZUaz0dM/UJK90qlkdLS3xoZ1q0uyHwAAAADUm6oPdCMirr322lixYkV8+MMfjrGxsXywO37y9kCeHeTOmTMnrrrqqvjABz4wUyUDAMxag0MjU26zvOnCkyOdSubHLY1pJ3MBAAAAYBqSz/9IdbjooovinnvuiXXr1uWD2nHj4e140BvxTNibTCbjbW97W/z85z8X5gIAlNnaVUti5eIFsax5fv4lzAUAAACA6ZkVJ3THrV69Or71rW/FI488Eps2bYo77rgjfve738WOHTtiaGgoGhsbo7m5OV70ohfFiSeeGG94wxtiyZIllS4bAKBqZUazMTg0UjC3fXemqD20VQYAAACA8plVge64o446Ks4///w4//zzK10KAMCsNLw3G51dvdHTP1BUe+WN69dEW1NDwZy2ygAAAABQPrMy0AUAYHo6u3qju29b0evamhpiWfP8MlQEAAAAABxI1d6h+4Mf/CCOP/74/OunP/1ppUsCAKgJmdFs9PQPVLoMAAAAAGASqvaE7n333Rf33ntvRETMmzcv1qxZU+GKAABmp/3vyX1453BRbZbHpVPJaGlMl7I0AAAAAOB5VG2gm0gk8v9dvnx5NDQ0PM8KAACebar35E6ko73VXbkAAAAAMMOqNtA98sgj8+8bGxsrWAkAwOw01Xty95dOJaOjvTU2rFtdgqoAAAAAgGJUbaB79NFH599v3769gpUAAFS3/VsqR0SMjO2bUph707tPiKUL5xXMtTSmncwFAAAAgAqp2kB3zZo1sXjx4njsscfikUceiQceeCBWrFhR6bIAAKpGqVsqp1PJeNnyw4W3AAAAAFBFkpUuYCLJZDLOPffc/Phf/uVfKlgNAED1GW+pXIowN8IduQAAAABQjao20I2IuPTSS6OtrS1yuVxcd9118d3vfrfSJQEAVERmNBt/2PF0/rXlsT0luR834pmTuWtXLXFHLgAAAABUoaptuRwR0dzcHN3d3XHaaafF448/HmeddVZ86EMfig9+8IMxf/78SpcHAFB2pW6rHBGx6cKTI53649/1uSMXAAAAAKpXVQe6d911V0RE/PM//3NcdNFFMTAwEJdffnlcc801cfrpp8fxxx8fK1asiKamppgzZ05Re7/61a8uR8kAACU13la5VNauWhIrFy8o2X4AAAAAQHlVdaD72te+NhKJRH6cSCQil8vF0NBQ3HTTTXHTTTdNad9EIhFjY2OlKhMAoCwyo9no6R8oyV7pVDI62lu1VQYAAACAWaaqA91xuVwuH+w+O+DN5XKVKgkAoOwGh0am1GZ5/5bKEdoqAwAAAMBsVfWB7nhoK7wFAHh+WioDAAAAQG2p6kD30ksvrXQJAAAzIjOajcGhkYK57bszk16vpTIAAAAA1KaqDnQvv/zySpcAAFBWw3uz0dnVGz39A0W1V964fk20NTXkx1oqAwAAAEBtqupAFwCg1nV29UZ337ai17U1NcSy5vllqAgAAAAAqCbJShcAAFCvMqPZ6OkfqHQZAAAAAEAVc0IXAGAGHOiO3Id3DhfVZnlcOpWMlsZ0qUoDAAAAAKqYQBcAoIymekfuwXS0t7ovFwAAAADqxKwNdPv6+mLz5s2xY8eO2LVrV+zbty/OO++8WL58eaVLAwDIm+oduQeSTiWjo701NqxbXZL9AAAAAIDqN6sC3fvuuy8+97nPxc033xy7du16zucnnHDCAQPdz372s/F///d/ERGxfPny+Md//Mey1woA1J/92yqPjO2bcph707tPiKUL5xXMtTSmncwFAAAAgDozKwLd0dHRuPjii+Paa6+NiIhcLvecZxKJxITrFy1aFB/84AcjkUhEIpGIt7/97U7yAgAlU+q2yulUMl62/HDhLQAAAAAQyUoX8HyGh4fjlFNOiWuvvbboIHfcueeeG4sWLYpcLhe5XC7+8z//sxylAgB1arytsjtyAQAAAIBSq/pA99xzz4277rorP04kEnH66afHF77whbj55psPGPLub86cOXHmmWfmxz/84Q/LUisAUH8yo9no6R8oyV7pVDLWrlrijlwAAAAAIK+qWy5/73vfi5tvvjl/CveFL3xhdHV1xerVhb/knMwp3be85S3x5S9/OXK5XNx9990xPDwc8+bNe951AAAHMzg0MqWTuZsuPDnSqcK/rXNHLgAAAACwv6oOdC+//PKIeObO3NbW1rjtttviqKOOmtJer3zlK/Pvx8bGYvPmzfHyl7+8JHUCABRj7aolsXLxgkqXAQAAAADMAlXbcnlgYCDuueeeSCQSkUgk4hOf+MSUw9yIiNbW1mhpacmP77///lKUCQDUkcxoNv6w4+mC1/bdmUmv11IZAAAAAChW1Z7QvfPOO/P3486ZMyfOOeecae+5aNGiGBwcjIiIxx9/fNr7AQD1YXhvNjq7eqOnf6Co9sob16+JtqaG/FhLZQAAAACgWFUb6A4MDETEM/fjrly5Mg499NBp79nU1JR/v2fPnmnvBwDUh86u3uju21b0uramhljWPL8MFQEAAAAA9aJqWy4/+eST+ffPDmKn4+mnn86/b2hoOMiTAADPyIxmo6d/oNJlAAAAAAB1qmoD3YULF+bf7969uyR7btv2x5M1ixYtKsmeAEBtGxwaKarN8rh0KhktjekyVAQAAAAA1JOqDXQXL14cERG5XC5+//vfx+jo6LT227JlS8G9ucuWLZvWfgAAB9PR3uq+XAAAAABg2qo20H3FK16Rf79379649dZbp7Xf17/+9fz7uXPnxgknnDCt/QAADiSdSsbaVUtiw7rVlS4FAAAAAKgBqUoXMJHly5fHn/7pn8ZvfvObiIi46qqr4k1vetOU9hoYGIjPf/7zkUgkIiLiNa95jTt0AYADyoxmY3BoJD/evjsz4bMb16+JtqbCf1O0NKadzAUAAAAASqZqA92IiHe9611x0UUXRUTEbbfdFp/5zGfikksuKWqPPXv2xFlnnRU7duyIiIhEIhEf+MAHSl4rADC7De/NRmdXb/T0D0z6zty2poZY1jy/zJUBAAAAAPWsalsuR0T87d/+bSxfvjwSiUTkcrn4yEc+Eh/4wAdiz549k1r/k5/8JE444YS48847I5FIRCKRiOOOOy5OP/30MlcOAMw2nV290d23bdJhLgAAAADATKjqE7pz586Nm266KU499dQYGRmJXC4X1157bXz1q1+NM844I4477riIiMjlcpFIJOKHP/xh9PX1xZYtW+LWW2+N+++/P/9ZLpeLhQsXxk033VThnwoAqKT9WypHRIyM7Yvuvm0VqggAAAAAYGJVHehGRKxZsya+/vWvxznnnBMjI8/88nVoaChuvPHGuPHGG/PP5XK5uPrqqwvGEZEPcxsbG2Pjxo3xwhe+cGZ/AACgKkylpfLBpFPJaGlMl6AyAAAAAICJVXXL5XFnnnlm3H333XHMMcfkT9yOG2+lPB7cPjvIHZ879thj4+67747Xv/71lfoRAIAKK3VL5Y721miYc0hJ9gIAAAAAmMisCHQjIl7ykpdEX19f3HDDDfHyl788H94++zVufHzMMcfEV77ylfjVr34Vxx57bAWrBwBmSmY0G3/Y8XTBa8tje0rWUjmdSsbaVUtiw7rVJdkPAAAAAOBgqr7l8rOlUqk477zz4rzzzovBwcG44447YvPmzfHEE0/Ek08+GfPnz49FixbFihUr4pRTTonly5dXumQAYIaUuqXyuE0Xnhzp1B//Bq6lMe1kLgAAAAAwY2ZVoPtsLS0t8Zd/+ZeVLgMAqBLjLZVLae2qJbFy8YKS7gkAAAAAUIxZG+gCAPUrM5qNwaGR/HhkbF9Jw9x0Khkd7a3aKgMAAAAAFSfQBQBmjXK0Vd6/pXKEtsoAAAAAQPWoukC3v78/fvzjH8evfvWrePzxx2NsbCyOOOKIWLFiRbz+9a+P1772tXHIIX7BCgD1qNRtlbVUBgAAAACqXdUEuvfdd19cdNFFsWnTpgmfueKKK2LFihVx5ZVXxtlnnz2D1QEAlZYZzUZP/0BJ9tJSGQAAAACYLaoi0P3hD38Yb33rW+Opp56KXC6Xn08kEhERBXO///3v45xzzomf//zncdVVV814rQDAzHt0VyYe3PHklNosa6kMAAAAAMxmFQ90t2zZEuvWrYunn346IgpD3AOFu+OfXX311bFy5cr467/+65ktGACYcW/91/8XD+dail6npTIAAAAAMNtVPNB9z3veE08//XRBkJtMJuOlL31pvOAFL4g5c+bEo48+Gvfcc08MDw9HIpGIRCIRuVwuLr744li3bl00NzdX+KcAAKqJlsoAAAAAQK2oaKC7efPm+MlPfpIPaCMizj333Pj0pz8dRx11VMGzw8PD8fnPfz4+9rGPxdjYWEREPPXUU/G1r30t/uEf/mHGawcASmtkbF+kp7j2pnefEEsXzsuPtVQGAAAAAGpF8vkfKZ+NGzfm3ycSifj7v//7+I//+I/nhLkREfPmzYtLLrkkurq68s9HRHz729+emWIBgLJ64qm9U1qXTiXjZcsPj2XN8/MvYS4AAAAAUCsqGujec889EfFMm+Wjjjoqrrrqquddc/rpp8fZZ5+dv2P3l7/8Zezbt6/cpQIAVaqjvVWACwAAAADUrIoGups3b46IZ07bvu1tb4tUanIdoN/xjnfk32cymdi6dWsZqgMAyikzmo0/7Hg6/xocGilqfTqVjLWrlrgnFwAAAACoaRW9Q3fnzp359y9/+csnve64444rGD/55JMlqwkAKK/hvdno7OqNnv6BGBn7Y5eNpYnB+O8JLtH94jkvj+ajVhbMuScXAAAAAKgHFQ10d+3alb8L94gjjpj0uoULF0bEH+/RHRoaKn1xAEBZdHb1RnfftqLWtDSm48jm+WWqCAAAAACgelW05fKz77495JDJn7BJJgvLzmazJasJACifzGg2evoHKl0GAAAAAMCsUdFAFwCoL4NDIwVtlifriEPnlqEaAAAAAIDqJ9AFAKpeOuWfLAAAAABAfaroHboAQO3KjGZjcGikYG777kyFqgEAAAAAmJ2qJtDt7e2NVGpq5Uxl7UknnTSl7wIADm54bzY6u3qjp3+gqPbKXzzn5RHfLmNhAAAAAACzUFUEurlcLi6++OIprYuIotcmEokYGxsr+vsAgOfX2dUb3X3bil7X0pguQzUAAAAAALNbVQS6iUQiH84Ws2ZcsWsBgPLIjGajp3+g0mUAAAAAANSMqgh0IwoD2nKuFf4CQOnsf0/uwzuHi2qzPC6dSsYRh84tZWkAAAAAADWhooHu8uXLpxXkAgCVMdV7cifS0d4a6VSyBJUBAAAAANSWiga6W7dureTXAwBTNNV7cveXTiWjo701NqxbHfHUwyWoDAAAAACgtlRNy2UAYHaY6j25N737hFi6cF7BXEtjOhrmHPLM4KlSVAcAAAAAUFsEugBAUQaHRopus5xOJeNlyw//Y3gLAAAAAMCkuKwOACi7jvZWYS4AAAAAwBQ4oQsAlE3BHbkAAAAAABRNoAsAlMzG9WuirakhPy64IxcAAAAAgKIJdAGAkmlraohlzfMrXQYAAAAAQM0Q6AIAE8qMZmNwaKRgbvvuTIWqAQAAAACoPwJdAOA5hvdmo7OrN3r6B2JkbF+lywEAAAAAqFsCXQDgOTq7eqO7b1ulywAAAAAAqHsCXQCoYwdqqTwytk+YCwAAAABQJQS6AFCHytFSOZ1KRktjuiR7AQAAAADwDIEuANShcrRU7mhvjYY5h5R0TwAAAACAeifQBYA6kxnNRk//QMn2S6eS0dHeGhvWrS7ZngAAAAAAPEOgCwB1ZnBoZMptljddeHKkU8mCuZbGtJO5AAAAAABlItAFACZl7aolsXLxgkqXAQAAAABQVwS6AMBBaakMAAAAAFA5Al0AqHGZ0WwMDo3kx9t3ZyZ8duP6NdHW1FAwp6UyAAAAAEDlCHQBoEYN781GZ1dv9PQPTPrO3LamhljWPL/MlQEAAAAAMFkCXQCoUZ1dvdHdt63SZQAAAAAAMA3JShcAAJReZjQbPf0DlS4DAAAAAIBpEugCQA0aHBqZdJvlcelUMloa02WqCAAAAACAqRDoAgAREdHR3hoNcw6pdBkAAAAAADyLO3QBYJbLjGZjcGikYG777syk16dTyehob40N61aXujQAAAAAAKZJoFtnMplM3HXXXfGb3/wmdu7cGXPnzo2lS5fGq171qnjBC15Q6fIAKMLw3mx0dvVGT/9AUe2VN65fE21NDflxS2PayVwAAAAAgCol0K2wRx55JH72s5/F3XffHT/72c/i3nvvjaGhofznRx99dGzdunXa3zM4OBiXXXZZfPWrX42nnnrqgM8cd9xx8dGPfjTOOOOMaX8fAOXX2dUb3X3bil7X1tQQy5rnl6EiAAAAAABKTaBbAXfeeWdcffXVcffdd8ejjz5a9u+77bbb4qyzzorHH3/8oM/9/Oc/jzPPPDPe/va3x/XXXx9z584te20ATE1mNBs9/QOVLgMAAAAAgDIT6FbAPffcE//1X/81I9/13//93/HmN785hoeHC+YPP/zwWLFiRezcuTP+8Ic/RDabzX92ww03xJ49e6KrqysSicSM1AlAcQaHRopqszwunUpGS2O6DBUBAAAAAFAOyUoXQKEFCxaUbK+dO3fG2WefXRDmHn300XHzzTfHjh074he/+EU88MADsXXr1vibv/mbgrXf+c534pprrilZLQBUh472VvflAgAAAADMIgLdCmpsbIzXve510dnZGRs3boytW7fGd7/73ZLtv2HDhoKWzitWrIi77rorzjjjjIKTt0uXLo0vfelLceWVVxas/8QnPhE7d+4sWT0AVE46lYy1q5bEhnWrK10KAAAAAABF0HK5Ak4//fR44xvfGMcee2wkk4WZ+gMPPFCS7xgcHIwvfOELBXPXX399HHnkkROu+fCHPxw/+tGP4vbbb4+IiF27dsVnP/vZ5wS9AMy8zGg2BodG8uPtuzMTPrtx/Zpoa2oomGtpTDuZCwAAAAAwCwl0K+CFL3xh2b/jG9/4RuzZsyc/Pumkk+LUU0896JpEIhEf//jHC577t3/7t7jiiivcpQtQIcN7s9HZ1Rs9/QOTvjO3rakhljXPL3NlAAAAAADMBC2Xa9Qtt9xSML7gggsmte6UU06JFStW5Mfbt2+P//mf/ylpbQBMXmdXb3T3bZt0mAsAAAAAQG0R6NagPXv25Nsmj3vjG984qbWJRCLe8IY3FMx1d3eXrDYAJi8zmo2e/oFKlwEAAAAAQAUJdGvQr3/96xgdHc2PV6xYEW1tbZNe/5rXvKZg/L//+78lqw2AyRscGin6ZG46lYyWxnSZKgIAAAAAYKYJdGvQ5s2bC8bt7e1Frd//+f33A6B6dbS3RsOcQypdBgAAAAAAJZKqdAGU3v33318wXrZsWVHr93/+wQcfjEwmEw0NDdOuDYADy4xmY3BopGBu++7MpNenU8noaG+NDetWl7o0AAAAAAAqSKBbgx577LGC8dKlS4ta39raGqlUKsbGxiIiYt++ffHEE0/EUUcdVZLaBgcHi1qzZcuWaX8vQLUa3puNzq7e6OkfKKq98sb1a6Kt6Y9/aNPSmHYyFwAAAACgBgl0a9CePXsKxoceemhR6xOJRMybNy+GhoYm3HOqrrvuurjssstKshdALejs6o3uvm1Fr2traohlzfPLUBEAAAAAANVEoFuD9g9fp9IquVyBLkC9OlBL5ZGxfVMKcwEAAAAAqB8C3RqUyRTeuTh37tyi90in0wXj4eHhadUEUK+m2lL5YNKpZLQ0pp//QQAAAAAAZj2Bbg3a/0Tu3r17i95jZKTwFNlUTvkeyHvf+94466yzilqzZcuWOPPMM0vy/QAzbaotlQ+mo73VfbkAAAAAAHVCoFuDFixYUDDe/8TuZOx/Inf/Padq8eLFsXjx4pLsBVDtMqPZ6OkfKNl+6VQyOtpbY8O61SXbEwAAAACA6ibQrUH7h69PPfVUUetzuVzZAl2AejI4NDLlNsubLjw50qlkwVxLY9rJXAAAAACAOiPQrUH7n4B9+OGHi1o/MDAQY2Nj+XEymYxFixaVpDYAnt/aVUti5WJ/SAMAAAAAgEC3Jh1zzDEF44ceeqio9fs/f/TRR5fsDl0AJqalMgAAAAAA+xPo1qBjjz22YNzf31/U+s2bNx90PwAOLDOajcGhkfx4++6J7zDfuH5NtDUV/rGMlsoAAAAAAOxPoFuD/uzP/izmzJkTo6OjERGxdevW2LZtWyxZsmRS6++8886C8Utf+tKS1whQS4b3ZqOzqzd6+gcmfWduW1NDLGueX+bKAAAAAACY7ZKVLoDSa2xsjJNOOqlgrqenZ1Jrc7lcbNq0qWDu9NNPL1ltALWos6s3uvu2TTrMBQAAAACAyRLo1qi3vOUtBeOvfOUrk1r305/+NB544IH8uLW1NV71qleVtDaAWpIZzUZP/0ClywAAAAAAoEYJdGvU2972tjj00EPz49tvvz1uvfXWg67J5XJx2WWXFcy9853vjGTS/yYAExkcGin6ZG46lYyWxnSZKgIAAAAAoJZI6mrU4sWL433ve1/B3Lve9a549NFHJ1zzqU99Km6//fb8+LDDDovOzs6y1QhQrzraW6NhziGVLgMAAAAAgFkgVekC6tWdd94Zw8PDz5nv7e0tGGcymefcaTvuyCOPjPb29gm/44Mf/GB87Wtfi+3bt0dExAMPPBCvfvWr4/Of/3ycfvrpkUgkIiLi4YcfjiuuuCL+9V//tWD9pZdeGs3NzUX9XAC1LDOajcGhkYK57bszk16fTiWjo701NqxbXerSAAAAAACoUQLdCjn33HPjwQcffN7nBgYGoqOj44CfnX/++fHVr351wrXNzc3xzW9+M970pjdFJvNM4PDggw/GGWecEYcffnisWLEinnzyyXjooYcim80WrD3jjDPi4osvnvwPBFDDhvdmo7OrN3r6B4pqr7xx/Zpoa2rIj1sa007mAgAAAABQFC2Xa9xJJ50U3/ve955z0vbJJ5+MX/7yl/HAAw88J8w955xz4pvf/Gb+BC9Avevs6o3uvm1F35Xb1tQQy5rn51/CXAAAAAAAiiXQrQOvf/3ro7+/P97znvfE/PnzJ3zuZS97WXz729+OG2+8MdLp9AxWCFC9MqPZ6OkfqHQZAAAAAADUKS2XK2Tr1q0z+n2tra1x3XXXxdVXXx133XVXbN68OZ588smYO3duHHXUUfGqV70qVq5cOaM1AVSj/e/JfXjncNEncyOeuS+3pdEfxwAAAAAAMD0C3Tozb968OPXUU+PUU0+tdCkAVWWq9+ROpKO9VYtlAAAAAACmTaALAPHHe3KnK51KRkd7a2xYt7oEVQEAAAAAUO8EugDUvanek3vTu0+IpQvnFcy1NKadzAUAAAAAoGQEugDUvcGhkaLbLKdTyXjZ8sOFtwAAAAAAlFWy0gUAwGzkjlwAAAAAAGaCE7oA1JXMaDYGh0YK5rbvzkx6vTtyAQAAAACYSQJdAOrC8N5sdHb1Rk//QFHtlTeuXxNtTQ35sTtyAQAAAACYSQJdAOpCZ1dvdPdtK3pdW1NDLGueX4aKAAAAAADg+blDF4CalxnNRk//QKXLAAAAAACAogl0Aah5g0MjRbVZHpdOJaOlMV2GigAAAAAAYHIEugAwgY72VvflAgAAAABQUe7QBaCmZEazMTg0UjC3fXemqD3SqWR0tLfGhnWrS1kaAAAAAAAUTaALQE0Y3puNzq7e6OkfKKq98sb1a6KtqaFgrqUx7WQuAAAAAABVQaALQE3o7OqN7r5tRa9ra2qIZc3zy1ARAAAAAABMnzt0AZj1MqPZ6OkfqHQZAAAAAABQck7oAjDr7H9P7sM7h4tqszwunUpGS2O6lKUBAAAAAEBJCXQBmDWmek/uRDraW92VCwAAAABAVRPoAjBrTPWe3P2lU8noaG+NDetWl6AqAAAAAAAoH4EuAFVn/5bKEREjY/umFObe9O4TYunCeQVzLY1pJ3MBAAAAAJgVBLoAVI1St1ROp5LxsuWHC28BAAAAAJi1BLoAVI1StVQe545cAAAAAABmO4EuABWxf1vlqbZUPhB35AIAAAAAUCsEugDMqFK3VY6I2HThyZFOJfNjd+QCAAAAAFArBLoAzKhSt1Veu2pJrFy8oGT7AQAAAABANRHoAlAW+7dUjtBWGQAAAAAAiiXQBaCkZqKlcoS2ygAAAAAA1AeBLgAlpaUyAAAAAACUjkAXgJLJjGajp3+gJHtpqQwAAAAAAAJdAEpocGhkym2W92+rrKUyAAAAAAAIdAGoAtoqAwAAAADAgQl0AagYbZUBAAAAAODgBLoATElmNBuDQyMFc9t3ZyZ8fuP6NdHW1FAwp60yAAAAAAAcnEAXgKIM781GZ1dv9PQPFHVfbltTQyxrnl/GygAAAAAAoPYIdAEoSmdXb3T3bat0GQAAAAAAUBeSlS4AgNkjM5qNnv6BSpcBAAAAAAB1Q6ALwKQNDo0U1WZ5XDqVjJbGdBkqAgAAAACA2ibQBaDsOtpbo2HOIZUuAwAAAAAAZh136AIwocxoNgaHRvLj7bszRa1Pp5LR0d4aG9atLnVpAAAAAABQFwS6ADzH8N5sdHb1Rk//wKRbLG9cvybamhoK5loa007mAgAAAADANAh0AXiOzq7e6O7bVtSatqaGWNY8v0wVAQAAAABAfRLoAtSx/VsqR0SMjO0rOswFAAAAAADKQ6ALUIem0lL5YNKpZLQ0pktQGQAAAAAA8GwCXYA6NJWWygfT0d7qrlwAAAAAACgDgS5AncmMZqOnf6Ake6VTyehob40N61aXZPlpk3kAACAASURBVD8AAAAAAKCQQBegzgwOjUy5zfKmC0+OdCqZH7c0pp3MBQAAAACAMhLoAjApa1ctiZWLF1S6DAAAAAAAqCsCXQAOSltlAAAAAACoHIEuQI3LjGZjcGgkP96+OzPhsxvXr4m2poaCOW2VAQAAAACgcgS6ADVqeG82Ort6o6d/YNJ35rY1NcSy5vllrgwAAAAAAJgsgS5Ajers6o3uvm2VLgMAAAAAAJiGZKULAKD0MqPZ6OkfqHQZAAAAAADANAl0AWrQ4NDIpNssj0unktHSmC5TRQAAAAAAwFQIdAGIiIiO9tZomHNIpcsAAAAAAACexR26ALNcZjQbg0MjBXPbd2cmvT6dSkZHe2tsWLe61KUBAAAAAADTJNAFmKWG92ajs6s3evoHimqvvHH9mmhrasiPWxrTTuYCAAAAAECVEugCzFKdXb3R3bet6HVtTQ2xrHl+GSoCAAAAAABKTaALUOUO1FJ5ZGzflMJcAAAAAABgdhHoAlSpqbZUPph0KhktjemS7AUAAAAAAJSfQBegSk21pfLBdLS3ui8XAAAAAABmEYEuQBXKjGajp3+gZPulU8noaG+NDetWl2xPAAAAAACg/AS6AFVocGhkym2WN114cqRTyYK5lsa0k7kAAAAAADALCXQBasjaVUti5eIFlS4DAAAAAAAoEYEuQA3QUhkAAAAAAGqTQBegCmRGszE4NJIfb9+dmfDZjevXRFtTQ8GclsoAAAAAAFCbBLoAFTS8NxudXb3R0z8w6Ttz25oaYlnz/DJXBgAAAAAAVAOBLkAFdXb1RnfftkqXAQAAAAAAVCmBLsAM2L+lckTEyNg+YS4AAAAAAHBQAl2AMppKS+WDSaeS0dKYLkFlAAAAAADAbCDQBSijUrdU7mhvjYY5h5RsPwAAAAAAoLoJdAHKJDOajZ7+gZLslU4lo6O9NTasW12S/QAAAAAAgNlBoAtQJoNDI1Nus7zpwpMjnUrmxy2NaSdzAQAAAACgDgl0AarM2lVLYuXiBZUuAwAAAAAAqAICXYASyYxmY3BoJD/evjtT1HptlQEAAAAAgP0JdAGmaXhvNjq7eqOnf2DSLZY3rl8TbU0NBXPaKgMAAAAAAPsT6AJMU2dXb3T3bStqTVtTQyxrnl+migAAAAAAgFqRrHQBALNZZjQbPf0DlS4DAAAAAACoUQJdgGkYHBqZdJvlcelUMloa02WqCAAAAAAAqCUCXYAZ1tHe6q5cAAAAAABgUtyhCzBD0qlkdLS3xoZ1qytdCgAAAAAAMEsIdAEmKTOajcGhkYK57bszEz6/cf2aaGtqyI9bGtNO5gIAAAAAAEUR6AI8j+G92ejs6o2e/oGi7stta2qIZc3zy1gZAAAAAABQ6wS6AM+js6s3uvu2VboMAAAAAACgDgl0Af5/B2qpPDK2T5gLAAAAAABUjEAXqHtTbal8MOlUMloa0yXZCwAAAAAAqF8CXaDulaOlckd7azTMOaSkewIAAAAAAPVHoAvUtcxoNnr6B0q2XzqVjI721tiwbnXJ9gQAAAAAAOqXQBeoa4NDI1Nus7zpwpMjnUoWzLU0pp3MBQAAAAAASkagCzAFa1ctiZWLF1S6DAAAAAAAoMYJdAGKoKUyAAAAAAAwkwS6QF3JjGZjcGgkP96+OzPhsxvXr4m2poaCOS2VAQAAAACAmSTQBerC8N5sdHb1Rk//wKTvzG1raohlzfPLXBkAAAAAAMDEBLpAXejs6o3uvm2VLgMAAAAAAKAoyUoXAFBumdFs9PQPVLoMAAAAAACAogl0gZo3ODQy6TbL49KpZLQ0pstUEQAAAAAAwOQIdAEOoKO9NRrmHFLpMgAAAAAAgDrnDl2gpmRGszE4NFIwt313ZtLr06lkdLS3xoZ1q0tdGgAAAAAAQNEEukBNGN6bjc6u3ujpHyiqvfLG9WuirakhP25pTDuZCwAAAAAAVA2BLlATOrt6o7tvW9Hr2poaYlnz/DJUBAAAAAAAMH0CXWDW2b+t8sjYvimFuQAAAAAAANVOoAvMGlNtqzyRdCoZLY3pElQGAAAAAABQHgJdYNaYalvliXS0t7ovFwAAAAAAqGoCXaDq7N9SOaK0bZXTqWR0tLfGhnWrS7IfAAAAAABAuQh0gapR6pbKERGbLjw50qlkwVxLY9rJXAAAAAAAYFYQ6AJVo9QtldeuWhIrFy8o2X4AAAAAAAAzTaALVIXMaDZ6+gdKspeWygAAAAAAQK0Q6AJVYXBoZMptlvdvq6ylMgAAAAAAUCsEusCspq0yAAAAAABQywS6wKykrTIAAAAAAFAPBLpARWRGszE4NJIfb9+dmfDZjevXRFtTQ8GctsoAAAAAAEA9EOgCM2p4bzY6u3qjp39g0nfmtjU1xLLm+WWuDAAAAAAAoPoIdIEZ1dnVG9192ypdBgAAAAAAwKyQrHQBQP3IjGajp3+g0mUAAAAAAADMGgJdYMYMDo1Mus3yuHQqGS2N6TJVBAAAAAAAUN0EukBV62hvjYY5h1S6DAAAAAAAgIpwhy5QFpnRbAwOjRTMbd+dmfT6dCoZHe2tsWHd6lKXBgAAAAAAMGsIdIGSGt6bjc6u3ujpHyiqvfLG9WuirakhP25pTDuZCwAAAAAA1D2BLlBSnV290d23reh1bU0Nsax5fhkqAgAAAAAAmL0EusCUHKil8sjYvimFuQAAAAAAAByYQBcoylRbKh9MOpWMlsZ0SfYCAAAAAACoJQJdoChTbal8MB3tre7LBQAAAAAAOACBLjBpmdFs9PQPlGy/dCoZHe2tsWHd6pLtCQAAAAAAUEsEusCE9r8n9+Gdw1Nus7zpwpMjnUoWzLU0pp3MBQAAAAAAOAiBLvAcpb4nd+2qJbFy8YISVAYAAAAAAFBfBLrAc5TqnlwtlQEAAAAAAKZHoAt1bP+WyhERI2P7phTm3vTuE2LpwnkFc1oqAwAAAAAATI9AF+pQqVsqp1PJeNnyw4W3AAAAAAAAJSbQrVO/+93v4mc/+1k8/PDDsXfv3li4cGEce+yx8epXvzoaGhoqXR5lVqqWyuM62luFuQAAAAAAAGUg0K0zN998c1x++eXxi1/84oCfL1iwIN7xjnfExz/+8Vi0aNEMV0c57N9WeaotlQ/EHbkAAAAAAADlJdCtEyMjI3HBBRfEjTfeeNDn9uzZE9dee21885vfjK6urjjppJNmqEJKrdRtlSMiNl14cqRTyfzYHbkAAAAAAADlJdCtA/v27Yuzzz47brnlloL5Qw45JJYvXx6HHXZYPPDAA7Fr1678Z4ODg/Hnf/7nsWnTplizZs1Ml0wJlLqt8tpVS2Ll4gUl2w8AAAAAAIDnl3z+R5jtNmzY8Jwwd/369fHQQw/F73//+/jlL38ZO3bsiO985zuxfPny/DNPP/10vPWtby0Ieqk+mdFs/GHH0wWvLY/tKWlb5bWrlmirDAAAAAAAUAFO6Na4J554Iq688sqCuU996lPxoQ99qGAumUzGX/zFX8Txxx8fr33ta2Pr1q0REfHwww/H5z73ubjssstmqmQmaSZaKkdoqwwAAAAAAFBJTujWuKuuuiqGhoby45NOOikuueSSCZ8/6qij4stf/nLB3DXXXBNPPPFE2WpkasZbKpcqzB1vqbyseX7BS5gLAAAAAABQOQLdGrZv377493//94K5f/qnf4pEInHQdaeeemqceOKJ+fHQ0FB861vfKkuNTE1mNBs9/QMl2UtLZQAAAAAAgOql5XINu+uuu2JwcDA/fsELXhCve93rJrX2ggsuiDvuuCM/vvnmm+M973lPqUtkAmPZfbFtV2bCzx/eOTzlk7n7t1XWUhkA/j/27jwuqur/H/gLEAQBBRUhF9DEVNRERdzDDfctV6gUd80yK9PMT2Vmn8wlLe2jlpWmlkvmUu4buO+5hoG4AYoCgsom6/n94c/5cmYG5s4wMwzwej4e83h47pxtxnuHc+/73HOJiIiIiIiIiIgsFwO6pdjOnTuldGBgoM67c/PnzS8sLAxpaWlwdHQ0Wv+oYHGPn6LD/FCj1/t8WWUiIiIiIiIiIiIiIiIqGbjkcil28eJFKd22bVvFZatXr47atWur0llZWQgPDzdW18jMuKwyERERERERERERERFRycQ7dEuxa9euSWkfHx+9yvv4+OD27dtSfS1btjRG10iXvBzUtErQnU+LJUHN4FHJXtpWxdHu2TLLabFAmjE6SERkAk/uFXcPiIiIiIiIiIiIiCwOA7qlVEZGBqKjo6VttWrV0qsO9fwRERFF7hcpY5Mah2PlpxhWeKtx+0JERERERERERERERETFhwHdUioxMRFCCFXa1tYW1apV06uOGjVqSOn4+Pgi9ys+Ph4JCfrdeRoVFVXkdomIiIiIiIiIiIiIiIhKIgZ0S6nU1FQpXaFCBVhZWelVh6OjY6F1GmLZsmWYPXt2keshIiIiIiIiIiIiIiIiKgusi7sDZBrqwVd7e/sCchbMwcGh0DrJdKo5ly/uLhARWY5y9oCTe3H3goiIiIiIiIiIiKhYMKBbSj19+lRK29nZ6V1H+fJyUDEjI6NIfSLlylnrdzc1EVGpVr8XYKv/xCQiIiIiIiIiIiKi0oBLLpdS6nfkZmVl6V1HZmZmoXUaYtKkSRgyZIheZaKiojBgwIAit01ERCVMOftnwdz+/yvunhAREREREREREREVGwZ0SyknJycprX7HrhLqd+Sq12mIatWqoVq1akWup9SrWAOYcrm4e0FEVLyc3HlnLhEREREREREREZV5DOiWUurB1/T0dAghYGWlfCnftLS0QuskE7IpB7h6FXcviIiIiIiIiIiIiIiIqJjxGbqlVNWqVaXgbXZ2NuLj4/Wq4+7du1Kad9YSERERERERERERERERmRcDuqWUg4MDPD09pW3R0dF61aGev0GDBkXuFxEREREREREREREREREpx4BuKaYegA0PD9er/LVr1wqtj4iIiIiIiIiIiIiIiIhMiwHdUszX11dKnzhxQnHZuLg43L59W5W2tbWFj4+PsbpGRERERERERERERERERAowoFuK9enTR0ofOHAAQghFZfft2yelO3XqBCcnJ6P1jYiIiIiIiIiIiIiIiIh0Y0C3FGvbti2qVq2qSt+8eRNhYWGKyv70009Sun///sbsGhEREREREREREREREREpwIBuKWZtbY2RI0dK22bPnq3zLt2DBw/i6NGjqrSzszOGDh1qii4SERERERERERERERERUSEY0C3lPvzwQ2mp5MOHD2PevHkF5r979y7Gjh0rbZsyZYp0py8RERERERERERERERERmQcDuqVc1apVMXPmTGnbRx99hEmTJuHevXuqbXl5edi2bRvatm2L27dvq7ZXr14dU6dONVd3iYiIiIiIiIiIiIiIiCgfBnTLgA8//BB9+vSRti1fvhyenp6oW7cumjdvjipVquDVV19FdHS0Ko+DgwM2bdoEFxcXc3eZiIiIiIiIiIiIiIiIiMCAbplgbW2N33//HUFBQdL23Nxc3Lx5ExcuXMCjR4+k96pUqYJdu3ahXbt25uwqEREREREREREREREREeXDgG4ZYW9vj/Xr12Pz5s3w9fUtMJ+joyMmTZqE8PBwdOzY0XwdJCIiIiIiIiIiIiIiIiIN5Yq7A2RegwYNwqBBgxAVFYXTp0/j7t27yMrKgouLCxo2bIh27drB3t6+uLtJRERERERERERERERERGBAt8zy9vaGt7d3cXeDiIiIiIiIiIiIiIiIiArBJZeJiIiIiIiIiIiIiIiIiCwUA7pERERERERERERERERERBaKAV0iIiIiIiIiIiIiIiIiIgvFgC4RERERERERERERERERkYViQJeIiIiIiIiIiIiIiIiIyEIxoEtEREREREREREREREREZKEY0CUiIiIiIiIiIiIiIiIislAM6BIRERERERERERERERERWSgGdImIiIiIiIiIiIiIiIiILBQDukREREREREREREREREREFooBXSIiIiIiIiIiIiIiIiIiC8WALhERERERERERERERERGRhWJAl4iIiIiIiIiIiIiIiIjIQjGgS0RERERERERERERERERkoRjQJSIiIiIiIiIiIiIiIiKyUAzoEhERERERERERERERERFZKAZ0iYiIiIiIiIiIiIiIiIgsFAO6REREREREREREREREREQWqlxxd4BIl8zMTCkdFRVVTD0hIiIiIiIiIiIiooKoX7tVv7ZLRESGYUCXLF5MTIyUHjBgQDH1hIiIiIiIiIiIiIiUiomJQfPmzYu7G0REJR6XXCYiIiIiIiIiIiIiIiIislAM6BIRERERERERERERERERWSgrIYQo7k4QFebRo0c4fPiwKl2rVi2UL1++GHtkPlFRUdIS09u2bYO3t3cx9ojI9LjfU1nE/Z7KIu73VBZxv6eyiPs9lTXc56ksUt/vlyxZAk9PTwBAQEAAXFxciqtrRESlBp+hSxbPxcUF/fv3L+5uWARvb280atSouLtBZFbc76ks4n5PZRH3eyqLuN9TWcT9nsoa7vNUFnXu3Jn7PRGRkXHJZSIiIiIiIiIiIiIiIiIiC8WALhERERERERERERERERGRhWJAl4iIiIiIiIiIiIiIiIjIQjGgS0RERERERERERERERERkoRjQJSIiIiIiIiIiIiIiIiKyUAzoEhERERERERERERERERFZKAZ0iYiIiIiIiIiIiIiIiIgsFAO6REREREREREREREREREQWigFdIiIiIiIiIiIiIiIiIiILxYAuEREREREREREREREREZGFYkCXiIiIiIiIiIiIiIiIiMhClSvuDhBRwdzc3DBr1iwpTVTacb+nsoj7PZVF3O+pLOJ+T2UR93sqa7jPU1nE/Z6IyPSshBCiuDtBRERERERERERERERERESauOQyEREREREREREREREREZGFYkCXiIiIiIiIiIiIiIiIiMhCMaBLRERERERERERERERERGShGNAlIiIiIiIiIiIiIiIiIrJQDOgSEREREREREREREREREVkoBnSJiIiIiIiIiIiIiIiIiCwUA7pERERERERERERERERERBaKAV0iIiIiIiIiIiIiIiIiIgvFgC4RERERERERERERERERkYViQJeIiIiIiIiIiIiIiIiIyEIxoEtEREREREREREREREREZKEY0CUiIiIiIiIiIiIiIiIislAM6BIRERERERERERERERERWSgGdImIiIiIiIiIiIiIiIiILFS54u4AkVI3btzAmTNnEBsbi6ysLLi6uqJBgwZo27Yt7O3tjdbO1atXcenSJSQkJCAtLQ0uLi6qdhwcHIzWDpExmPq4iIuLQ2RkJKKjo5GYmIj09HTY2dmhUqVKqF27Nvz8/FC5cmUjfBKiwgkhcPv2bVy5cgWxsbF49OgRypcvD1dXV9SrVw8tW7Y06t8C4Nnxdf78ecTHx+Px48ewt7eHq6srGjZsiGbNmhm9PSIqmYKCgrBx40ZVOi4uDh4eHsXYI1LH8T2VVRzLU3Ex1/WbmJgYnDt3DnFxcXj06BFsbW3h4uKCevXqoUWLFnB2djZaW0RERETFjQFdsnjbtm3DnDlz8Pfff2t938nJCSNHjsSsWbNQtWpVg9pITU3Ft99+i2XLluHevXta8zg4OCAoKAifffYZPD09DWpHHx07dsThw4cLzWNnZ6cKaLi7u6Nu3brw8fFB27ZteYGqlDPVcXHnzh38+uuvOHr0KM6dO4fExESdZfz9/TF+/HiEhISgXDnT/ln57LPPMHv2bFU6JCQEq1evNmmbVHySk5Oxbds27NmzB4cOHSp0f7S1tUXv3r3x7rvvIiAgwOA2Hz16hKVLl2LlypWIiYkpMJ+dnR1effVVvPfee2jVqpXB7SkxcuRI/PLLL6r0rFmz8Nlnn5m0TTIvc05YePToEa5cuYLIyEgkJycjOzsbrq6u8PDwQKtWrfDCCy8YpR2igty9exdnzpzB6dOncebMGZw7dw4pKSmq9728vHD79u0it1OSxvczZszA3LlzDaozLCwMnTp10vqeEMKgOsm0THkMWPpYvjC5ubnw9PSUjlcrKyvcvHkTtWvXLrZ+kX7Mcf3m6dOn+P7777FixQr8+++/BeaztrZGjx49MGXKFHTr1s2gtpRSP099rnXr1jh58qRBdaampsLDwwNpaWka74WGhqJjx44G1UtEREQlmCCyUE+fPhWvv/66AKDo5ebmJg4fPqx3O2fOnBHVq1dX3I6jo6PYuHGjCT6xLCAgQHGftL0qVKgghg4datB3QpbL1MfFypUrDd7nfH19xZUrV0z46YWYNWuW1GZISIhJ26PiM2nSJGFnZ2fQvjhixAjx+PFjvds8cOCAXn8PAAhra2vx7rvvipycHBN8C8+EhIRIbc6aNctkbZH5JCUliZ9//lkMHTpUVK1atdD9zNbWVgwYMECEhYXp3U5ubq44ePCgePfdd0Xjxo117tM+Pj7if//7n0hLSzPBp9bk5eVVpPEOADFlyhSz9LUgw4YNk/oTFxdXrP2xRMeOHROvvvqqot9YLy+vIrdX0sb3tWrVErm5uQbVOXLkyAI/F1kOcx0Dlj6WL8zu3bu19mv27NnF1idSzlzXby5cuCAaNGig9/4dHBxs0rGN+nlq/ldkZKRBda5evbrAOkNDQ437AYiIiKhE4DN0ySLl5eVh2LBh+PXXX6XtNjY2qFOnDnx9fVGpUiXpvYSEBPTs2VOv2Y+hoaF45ZVXNGbtly9fHj4+PmjRogXc3d2l99LS0hAcHIz169fr+anMKz09HZs2bUJAQAA6d+5c6MxVKhnMdVxo88ILL6BJkyZo3bo1GjduDCcnJ408Fy9eREBAAC5evFiktogA4PTp08jKytLYbmNjg5o1a6JFixZ4+eWXNfZ5AFizZg0CAwORmpqquL2DBw+id+/eGn8PrKys4O3tDX9/fzRp0kRj5YO8vDx88803GDlypOK2iN566y14eHhg9OjR2LRpk847qLKzs7Ft2zZ07NgRISEhePLkiaJ29u7di5o1a6JLly745ptvcPXqVZ1lwsPD8dZbb8HX1xdnz55V1A6RLmfPnsXWrVsLvFPWmEri+D4mJgahoaF6l0tLS8PmzZtN0CMyNnMeA9qUhLF8/tVI8luzZg3vNrdw5jpPvXLlSoHXNry8vODv74+mTZuiYsWKGu+vX78effv21Xp+YWpr1qwxqFxBxwQRERGVXQzokkVasGABtm/fLm2bOHEioqOjcfPmTVy4cAFJSUnYsmWLtDxaeno6hg4disePH+tsIzY2FsOGDcPTp09V2ypXrowVK1YgMTER//zzD86dO4f79+/j7Nmz6NKliypfXl4exowZg/DwcCN8WmWmTZuG/fv3S6/du3dj/fr1WL58OT7++GN07dpV68lLaGgoWrRoIT3fjUoecxwXwLMT706dOuGLL77AkSNH8PjxY9y7dw+XL1/GyZMnceXKFTx+/BhnzpzBG2+8IZVNSkrCsGHDkJmZWfQPTPT/ubi4YNKkSdi5cyeSk5NVz8q6dOkSHj58iNDQUHTo0EEqc+bMGcVB1pSUFAwfPlzab+3t7fHll18iISEB169fx+nTp3H58mU8efIE27dvx0svvSTVsW7dOo2LWEQFMdeEhevXryMuLk7re5UrV4aPjw9atmypdanZ69evIyAgAEeOHFHwiYgMpy2wZKiSNr63tv6/03FDLvhv2bJF+i3IXx+VHMY8BoCSOZZ//Pgxtm3bpvW9Gzdu4NixY2btD+nHHOepubm5GD58OJKTk1XbbGxs8MEHHyA2Nha3b9/G6dOncfHiRSQnJ+PQoUPw9/eX6jh06BAWLFhQxE+rTP7f43Xr1uk9KeHOnTsICwvTWh8RERGVYcV9izCRusTEROHs7CwtJzN37twC88fGxoratWtL+T/99FOd7YwYMUIqU61aNXHt2rUC8+fm5mose9m7d2+DPqMS6kuyrVq1SlG57OxssX79euHv76+xLI+1tbVYv369yfpMpmOu4yImJkYkJibq1TdtS0EtW7ZMrzqU4pLLZUeLFi1E7dq1xY8//ijS09N15s/JyRHjx4/X2BcPHTqks+zChQulMnZ2duLIkSOFlnny5Inw9fWVyr300kuKP58+uORy6dOiRQvV/6eLi4uYNGmS2Llzp3jy5ImULycnR4SGhooOHTpo7NuDBg3S2c7SpUtV+a2srERgYKD46aefxI0bNzTy3rlzR0ydOlXY2NhI7VSsWFHcvXvXaJ9dnfqSywsXLhT79+/X6xUREWGy/inBJZd1W7x4sQAgnJ2dRceOHcW0adPE77//Lm7fvi1CQ0ONttxsSRvfd+nSRfVvJycnkZqaqld9+cv7+fmJSpUqSfWT5TDXMWDpY/mCrFixQmq/ffv2Unr06NFm7Q8pZ67z1M2bN2vspxs2bCi0TFZWlujevbtUxtnZWTx9+lTvz6mL+nlq/t9nAHo/NmPOnDnSuYn6WJBLLhMREZVNPMsjizN9+nRpoPrKK6+IvLy8QsscOHBAY5Be2IlsdHS0KFeunFRm69atOvuWkZEhXnrpJancsWPH9P6MShga0M1v/vz5Gp/TwcGhWJ+NRIYxx3FRFEFBQVJbnTt3Nkk7DOiWHTt27BCZmZl6lcnJyRF+fn7SPvLaa6/pLKd+gWTSpEmK2jt58qTGhSVTBJYY0C19zDVhYenSpcLOzk5MnjxZ3Lp1S1HfDhw4IMqXLy+1M2LECEVlDaEe0C2JFygZ0NUtKipK/PPPP1qfE2usYFZJHN//8ssvGmmloqOjhbW1tarskiVLGNC1YOY4BorCXGP5grRp00Zq/99//xXu7u7SeYy5nu1O+jHXeerw4cOlMr169VLUP21/G/bu3av48ymlfp66YMECUa1aNVV61KhRetVXr149VdmBAweK/v37l/jxH6msRwAAIABJREFUEhERERUd1+wgi5KXl4dVq1ZJ2z777DNYWVkVWq5Lly7ScpspKSnYtGlTgfl37tyJnJwcVbpRo0YYMGCAzv7Z29vjgw8+kLb98MMPOssVl2nTpmkss5yRkYE333yzmHpEhjDXcVEU6su1Xbt2zSTtUNnRu3dv2NnZ6VXGxsYG06dPl7bt3btXZ7mIiAgpPXDgQEXttW7dGtWrV5e2RUVFKSpLZdvs2bMRERGBMWPGaDyXWRsbGxssW7YMfn5+0vYff/yx0HJt27ZFZGQklixZgtq1ayvqW5cuXTB//nxp28aNG/V6JjWRurp168LHx8ekS0aWxPH9yy+/DF9fX1Van2WX165di7y8PACAra0tgoODjd4/Mh5zHANFUZxj+cjISOk5qq1bt0b9+vURFBSk2paSkoItW7aYrU+kjDnPUw0dr9eqVUtj6WVzjNfLlSuH1157TZXevHkzMjIyFJU9ceIErl+/rkqHhIQYvX9ERERUMpUr7g4Q5XfixAkkJCSo0i+++CI6duyoqOyYMWNw9OhRVXrbtm0FBi4PHz4spfv27au4j+p5//rrL+Tk5KBcOcs8nAYOHIj33nsPixcvVm07duwY9u3bh27duuldX3x8PE6dOoX79+/j4cOHcHJyQrVq1eDv7486deoYrd8RERG4fPkyEhMTkZSUBHt7e7i5uaFhw4Zo2rSp3oGeksxcx0VR1K1bV0onJiYavQ1jyM7ORkREBMLDw3H//n2kpKTA0dERlStXRoMGDdC8eXOTHMvR0dE4ceIEoqOjIYSAm5sbfH190axZM50XPEg/6s/SffjwIdLT01GhQoUCyyQlJUnpWrVqKW7P09MT9+7dU6UfPXqkuKy5PH36FOHh4bh27RoSEhKQlpYGZ2dnVKlSBU2aNEHjxo1NcoE5IiICp0+fxr1792BjY6P6W9GwYUOjt1XS9O7dW+8yzycsDB06VLVN14SF5s2b690OALz55pv49NNPVc+0y8zMRFhYGPr06WNQfUTmUFLH9yEhIbh48SIAIDQ0FLGxsahZs6bOcr/88ovq371790bVqlWL3JfY2Fj8888/uHXrlur4r1y5MmrUqIE2bdrA1dW1yG2oy8zMxPHjxxEbG4u4uDjY2NigZcuWCAgIMHpbVLDiHMvn35eB/wsuv/HGG/j222+lfOqB56J6+vQpjh8/jmvXruHx48eoXLkyvLy80LFjx0LHjoa4e/cuzp8/j3v37uHhw4dwcXHBq6++qjE5sCQx53lqUcfrJ06cUKXNNV4PCQnBN998A+BZ0Hrr1q1SkLcg+Y8JNzc39OzZEz///HOR+vLo0SNcvXoVERERSE5ORlZWFlxcXFCtWjW0bNkSXl5eRaqfiIiIzMMyI1BUZu3cuVNKBwYGKg52BAYGSumwsDCkpaXB0dFRI290dLSUbtq0qeI+enh4oFq1aoiPjwcAJCcn4+jRo+jUqZPiOsxt9uzZ+Omnn/DkyRPVthUrVigO6Obl5WHdunVYunQpzp8/DyGE1nwNGzbE9OnTMWLECIOCA4mJiViwYAHWr1+PmJiYAvM5OjoiMDAQ48aNQ8+ePUt9QMxcx0VRPH36VEq7uLgYtf6iSExMxKZNm7Bjxw4cPXq00LvMHB0dERQUhBkzZsDb21txG/n/PwICAhAWFgYAOHv2LGbMmIFDhw5pLVerVi18/vnnGDlypOK2qHDaLjY/fvy40ItylSpVwsOHD1VppbPnteU1xgV1Y4iNjcWGDRuwc+dOnDx5EpmZmQXmdXV1xahRozB16lTFFxVv374tTeIJCQnB6tWrAQD79u3Df/7zH5w7d05r2YYNG2LevHl6BVvoGUMmLBjC1tYWrVu3lgLG6mOnku7atWu4cuUK4uPjkZKSgsqVK6N69ero0KGD0f+GJSQk4NixY7h16xYyMzPh4eGBBg0aoHXr1qV+DGNOJXV8/9prr2HatGnIyclRjblnzJhRaJlTp04hMjJSlR4xYoRBbefk5ODAgQPYvHkzDhw4gDt37hSY18rKCq1bt8b06dPRv39/xfvuyJEjpeDErVu3ULt2bcTGxmLOnDnYtGmTRnClf//+DOiaWXGN5fPy8rB27VpV2tbWFsOGDQMA+Pn5oUGDBvj3338BAIcOHUJMTIxegbzVq1dj1KhRqvSqVaswcuRIpKWl4fPPP8fy5cuRkpKiUc7JyQlvvPEG5s6dq/i7KOh8YOfOnVi0aBHCwsJUd9U/V6NGDUUrCVgqc56nVqpUSUqXhPG6r68vmjRpgitXrgB4tgqDroDu06dPpbuVg4ODYWtra1D7Fy5cwIYNG7Bv3z5cunSpwOs4wLNg/JQpUzBu3Didq8f06NFDGiMeP34cbdu21atv2dnZqFmzpurvrr29Pe7du2eSiUNERESliWWu90Nl1vPZ6c/pMyisXr26tJxgVlYWwsPDtebNf+EeeDbzXB9VqlSR0hcuXNCrvLk5OztLJ7LAs7t61E/ctbl+/TqaN2+OkJAQnDt3rtCTgGvXrmHUqFFo166dNFNXie+//x516tTB/PnzCw3mAkBaWhq2bduG3r17F3rhqbQw13FRFKdPn5bSLVq0MHobhkhOTsYLL7yAt956C7t379a5ZGhaWhp++uknNG7cWBWcMtSSJUvQpk2bAoO5ABATE4NRo0Zh/PjxGhd4yDB3797V2Kb+m60u/3KXwLNAvBIpKSnSkoTW1tYaS+IWh8uXL8PT0xPTpk1DWFhYocFc4NlxsmjRIvj4+GD37t1Fanv69Ono3r17gcFc4Nnfin79+mHOnDlFaqssKmjCgjnaMlU75vTkyRN88sknqF27Nnx8fDBs2DBMnjwZM2fOxMSJE9GvXz9UrVoVgYGB0p08hoqKisLAgQPh4eGBgQMHYurUqZg5cyZGjx6Ntm3bwtPTE0uWLOHvv5GU1PF9tWrV0KNHD1VaybLL+QOkVapUMeiufwAICgpCz5498dNPP+kcUwshcPLkSbz66qsYPHgw0tLSDGoTAA4cOIDGjRvjhx9+sMiVLcqi4hrLHzx4UDr36969uxRse/3111X/Vg/+GiomJgZ+fn6YP3++1mAuAKSmpmLFihXw8fHB+fPnDWpHCIHJkyejT58+OHToUKn8rTfneaqh43UhhEZe9SWYTSn/cskHDhxAXFxcofm3b98u/S4autzyd999h+bNm2P+/Pm4ePFioddxAODmzZuYMmUK/Pz8dC5JPWHCBCmt6xEg2vz555+qYC4ADB48mMFcIiIiBRjQJYui/qweHx8fvcqr5y/o2T/qd4/m5ubq1U52draidiyJ+jNm0tPTNU7c1Z0+fRpt27bFpUuXpO02Njbw9vaGv78/fHx8YG9vL71/6tQptGnTRnFQ991338XEiRM1gm02NjaoU6cOWrZsiSZNmsDNzU1RfaWNuY4LQ2VkZGDRokXSNkt5zk9ubq70PD3g//YrX19ftGrVCg0aNED58uWlPJmZmRg1apRez7LLb8WKFZgyZYrqt8XBwQENGzZEy5Yttd4BuXLlStVyXFQ0+ZduAwAvLy+dS7Q/vxPkuW+//Vbjd16bxYsXIysrS5UeMGCA3gEEU8jKytK4aGNnZ4e6deuiWbNm8Pf3R7169TSWEn38+DH69OmD0NBQg9qdMWMGFixYoEo7OzujUaNG8PPz0/r7/emnn/J5eHoyZMKCsdoyVTvmsnXrVtStWxdffPFFoYGr3NxcHDhwAO3atcPkyZMNvgC/d+9e+Pr6YuvWrQXWERsbiylTpiAgIKBUBMyLW0ke3+e/w/batWuFBioyMzOxceNGVTooKMjgR5Fom9zp5uYGHx8ftGrVCk2bNtV6J9uWLVvQv39/g46PCxcuoH///tI+7+XlBT8/P9StW9fgO9HIcMU5lldfbjl/AFdbWj2/vtLT09GrVy/VXb8A4O7ujhYtWuCll17S2P/i4uLQvXt3XL16Ve+2Zs6cie+++06VdnBwQIMGDdCiRQt4eHgY/iEsiDnPU9XH6ytXrlQ0IWTt2rXS41GaN2+uERw2pddffx02NjYAnv1dWrduXaH58+/jjRo1MvjxGdp+352dnVG/fn34+/ujefPmWu92Dw8PR4cOHaRgq7q+fftK57SbNm2SVoNTYuXKlVJ63LhxepUnIiIqswSRhUhPTxdWVlYCgOp1//59veqYMGGCVH7mzJla87Vr107Kt3r1ar3aqVSpklS+Xbt2epVXIiAgQGpj1apVRaovNTVV2NjYSHUuXry4wPxxcXGiWrVqUv6XX35ZrF+/XqSkpEh5MzIyxMaNG0XdunWl/L169RJ5eXmF9uubb76RygAQL774oli9erVISkrSyB8dHS1WrlwpOnfuLACIW7duGfR9lBTmPC4MERsbKzp16iTV37FjR53/74aaNWuW1FZISEih+RMSEgQA4efnJ7788ktx/vx58fTpU4182dnZ4sCBA6J79+5S/U5OTiI6Olpnv/KXqVGjhrCzsxMARMOGDcUff/whMjIypPznz58Xbdq0kcpVqFBBJCYm6vV9kKZXXnlF+l7ffPNNnWUyMzNF48aNpXIDBw4UT548KbDM999/L/2mVqxYUdy8edOYH0UlJCRE6tusWbMKzX/27FkBQAQEBIjFixeLq1eviuzsbI18GRkZYtu2bcLf31+qv3r16hq/8+pu3bollalTp47q361atRL79u2T2szLyxOhoaGiQYMGGseLtr6RdqtXr5a+Py8vL5O0k5qaKhwdHaW2QkNDTdKWl5eXydtZsmSJsLa21hhvODo6Ch8fH+Hv7y+8vb01/t4CEMOGDdNZ/7Bhw6Qye/bsERUqVFClraysxIsvvij8/PxErVq1NNoAINq0aSPS0tKM/tlLgtDQUKPs1yVxfH/hwgUhhBBPnz4Vrq6uqu1vv/12gXVs2rRJquPMmTMFfgZdevfuLapWrSomTZokdu7cKRISErTmu379uvjoo4+Evb29VP+iRYt0tqH+N8zd3V0AEPb29uLjjz8WsbGxUv7k5GRx+PBhnfWWJsY6Bgxh7rF8fo8fP5Z+K52dnUV6erpGvrZt20r9O3HihOI2Vq1apfHdPv93165dxblz56T8Dx8+FF999ZXGvt6kSRORlZVVaFv587u5uan+7tSrV0/8/vvvGucDV65cETdu3FD8WSxNcZynduvWTcrfvn37Qtvcvn27tI/Z2tqKkydP6tVHpdTPU/Nfa+nZs6e0LxUkLi5OOr+YP3++6r3+/fvrNV5asGCBKF++vBg6dKhYs2aNuHPnjtZ8iYmJYvny5aJ69epS/f369Su0/k8++UTKv3z58kLz53f79m1pXFa/fn3FZYmIiMo6BnTJYkRHR0sDQltbW71PJD///HOpjrFjx2rNN3z4cCnfW2+9pbiNyMhIjYtw3t7eevVTCWMHdIUQolGjRlKdkydPLjBvjx49pLzjx4/XeRKbnJysccK9ZcuWAvNfuXJF2NraSvkHDx6sNeCmzblz58SjR48U5S2pzHlcaJOdnS32798vvbZu3SqWLl0qhg0bJhwcHKS6W7durTUQbyz6BnTT09P1PmlX/76mT5+us4y2i/Pdu3cv9OJ8WlqaaNq0qVTmm2++0auvJNu5c6fG/8Pp06cVlY2KihI1a9aUylatWlW88847Yt26dWL37t1iy5Yt4r///a9o1qyZRr7jx4+b7HPpG9B98OCBuHr1quL6c3NzxdixY6U2li1bVmgZ9YDu89fIkSNFTk5OgeXi4+M1Lhht27ZNcV/LOkMmLBji559/ltqpWLGizjGAoUwd0N25c6fGBedXX31VHDlyRGMyQUJCgvjvf/+rEczW9dusHtB9/pmsra3F+++/L2JiYqT8ERER4o033tA4ft59912jfvaSwljBrJI4vn8e0BVCiIkTJ0p/Vwo65nr37q3K17BhQ+k9fQO6J06c0AgyFebChQuicuXKqvqVTMpR/xsGPJswd/ToUcXtlnamDOha2lg+vx9//FHRuH7ZsmUa56VKqQd0n7/GjRtX6DnViRMnpEAgIAfXtNHWTocOHXROkiupiuM8NSEhQWMSprOzsxg3bpxYvXq12LVrl9i2bZtYuHChxpipQoUKhV6bKKrCArobNmyQ3vv777+11rFgwQJVHhsbG3Hv3j3Ve/oGdK9evSoePHiguP9JSUmiRYsWUhv//PNPgfmjo6Ol4HPz5s0Vt/Xpp59K7SxYsEBxWSIiorKOAV2yGOHh4dKgrlKlSnrX8fXXX0t1BAUFac33ww8/SPk8PDwUX6icPXu2xomah4eH3n3VxRQBXfU6Bw8erDXfyZMnpXw9e/ZUfHIWFxcnnJ2dVWULu7shODhYaqd9+/YiNzfXoM9WWpnzuNAmOTlZ68UJ9Ze7u7uYP3++yS74P6dvQNdQHTp0ULVRrVo1nfnVvw9PT09Fkw12794tlevevbsxul8mPXz4UCMgO2DAAL3qiI+PF6+//rrWO/m0vSpUqCAmTJggXWwxBX0DuobIzMyUVllo2bJlofm1BXT9/PwU/QYsX75cKjdhwgRjfYxSrSgTFvSRlpYmateuLbVjqsCxEJoB3YULF2oEHwp7FRZ4SEhIEFWrVpUujq5bt05nny5evCjdLeng4FDoCgrqAV3gWTB306ZNhbbz1VdfaZTJH+ArK4wVzCqJ4/v8/98nTpyQ3tu6datG+fv374ty5cqp8sydO1d6X9+AriHUg3A7d+4sNL+2gO6KFStM0reSypQBXUsby+fXvn17qQ/79+/Xmi8xMVGaBOzi4qJ4IoK2gG7Tpk0LnXz23IoVK6RytWrVKrScejuurq4iLi5OUT9LouI6T01NTRWTJ09WrYik62VrayuGDRsmIiMjDfmYihUW0M3IyJB+n6dMmaK1jvzBavXzQn0DuoaIjIyUzoOmTZtWaP4+ffpIfTp//rzONnJycqRzNjs7OxEfH2+sj0BERFTq8Rm6ZDHUn5+q/lxWJRwcHAqt87levXpJz8e5f/8+vv32W531379/H0uWLNHYXlA7lsbFxUVKF9Rv9Wd5Ll68GFZWVora8PDwwNixY1Xp48eP48GDBxr54uLisGnTJlXa2toaP//8s8bzz8o6cx4XhnJ3d8d//vMfjBs3rtQ89yz/87ri4+MRFRWlV/kZM2agUqVKOvMFBgbC1dVVlf7777/1aoeeycvLwxtvvIHY2FjVtkqVKmn9vS6Mm5sb1q1bh23btqFmzZqF5i1XrhzGjBmDd955By+88IJB/bYkdnZ2GDJkiCp94cIFZGRk6FXH559/rug3YOjQoVKa+71uSUlJmDBhgrRtwIAB8Pf3N3pbH3zwAW7fvq1KOzo64uOPPzZ6O4W1HxgYqPh16dKlAuv67rvvkJiYqEovXLhQ43mM2jRt2hQ//vijKp2RkYHly5fr9Tnef/996ZjS5sMPP8SAAQNU6by8PL1/t+j/lPTxfZs2bfDSSy+p0mvWrNHI8+uvvyInJwfAs7HzG2+8Ybb+PRcUFKR6HiQAnDhxQq/ynp6efFaihSmOsfyNGzdw7NgxVbp69ero3Lmz1rxVqlRBz549VelHjx5h27ZtBrf95ZdfSvtwQcaNG4d69eqp0jExMdi/f7/idt56661S86xcbYrrPNXR0RFLlixBaGioomf2BgUF4b333pP+L83N3t5eGv+uX79e9Vv+3N9//y09q9lcz7HOr169etLYUtfv+8SJE6W0+nNxtdmzZ490zta/f3+4ubnp2VMiIqKyi5ETshhPnz6V0nZ2dnrXUb58eSld0MXoGjVqICgoSNr2n//8p9ATw+TkZAwYMAAPHz7UeE/fi97FxcnJSUpnZWVp5MnLy8OePXtUaX9/f9SvX1+vdrp16yaljx49qpHn4MGDyM3NVaV79uxZrCdZlsqcx4WhHjx4gHfeeQeenp74+uuvIYQwav3FoU6dOlL6woUListaWVlpBKwKYmNjgyZNmqjSCQkJyMzMVNwWPTNt2jTs3r1b2vb999+jVq1aetVz8eJFdOzYEf369ZMuNGiTk5ODpUuXonHjxhgxYgQeP36sd78tTf79PicnR7qopEulSpXQvXt3RXkrV64MT09PVTomJkZ5J8sgY01YUGL9+vUagcu5c+eievXqRm/L1LKysrBs2TJV2tvbG5MnT1ZcfuDAgdKF4j/++ENxWScnJ3zyySeK8s6bN09Kb9y4EWlpaYrbov9TGsb3I0aMUP17586dSEpKkt7/5ZdfVP/u0qWLzslHpuDo6Ihq1aqp0vqMkQBg2LBhnMBpYYpjLJ9/XwaA4ODgQvcL9ckL6uWVcnd3Vzxe0TZpIiwsTHFbwcHB+nStxCmu89Rbt25hwIABaN++PcLDw3XmX7t2LVq3bo3evXvj3r17evfRWPIHaOPj46VrLoC8T1esWFGa8GVO+c8HdP2+9+zZUxrT//bbb0hPTy+0TP4JcwA4wYeIiEhPPJMii6E+o1NbsFEX9UBIYbNE586dK80EzMrKwsCBAxESEoIjR47g0aNHyMzMxI0bN7BkyRI0atQIp0+fBqB5p6t6oNRSpaSkSGn1EygAuHLlihSY8PPz07ud/IN6ALh27ZpGHvUgb69evfRupyww93GhzsXFBeLZ8vwQQiA3NxdJSUn4+++/sWTJEikYmZKSgg8++AAhISHIy8vTu5+mlp2djb/++guTJ0/GK6+8gpo1a6JixYqwtraGlZWV9FK/0JP/Di9dateujSpVqijOn/+iKIBSERg0pyVLlmDRokXStunTp2PYsGF61bN+/Xq0atUKhw8fBvAsMD9o0CD89ddfiIuLQ1ZWFpKTk3H69Gl88sknqjurhRBYu3Yt2rZti4SEBON8KCNKT0/Hhg0bMGHCBLRu3RrVq1eHs7Oz1v1e/Q5Qffb75s2b63WBPv9+z32+cMaasKDLmTNnMGbMGGlbr1698Pbbbxu1HXM5d+6cdEy+9tpriu7Iyi8wMFD178uXL+PJkyeKyvXv3x8VK1ZUlPell15CmzZtVOn09HScPXtWr37S/ynp4/vhw4erVsXJysrChg0bVO9dvHgRly9fVqXzB3+N4Z9//sHs2bPRv39/1KtXD1WrVoWdnZ3G3worKyvExcWpyunztwKASVYWoIJZ4lheCKFxB7qu1RP69u0r/a7u37/foOBc+/bt9fpb0LFjRyl95swZReWcnZ3RsGFDfbpW4hTHeWpoaCh8fX2xfft21cSDLl26YNOmTYiOjkZmZiYeP36MixcvYt68eahRo4aq7K5du+Dn54fr16/r3U9jaNeuHerWratK5z8GsrOz8dtvv6nSQ4YM0bh7uSgePHiApUuX4vXXX0eTJk3g7u4OBwcHrb/v69evV5VLT08vNMhubW0tBWSfPHmCjRs3Fpj//v372LFjhypdp04ddO3atYifjoiIqGxhQJcshvpFE/UZn0qoDzYLuxBTo0YNbNy4EY6Ojqptz08uAwIC4OrqCnt7e3h7e2PKlCmqCxc1atTA/PnzpbrULwBZKvWL5tq+H/Xg67Jly7QO9At7NWrUSKpD/e4C4NkyW/kZEjguC8x9XOhibW0NV1dXNGvWDJMnT8alS5ewcOFCaUnutWvX4uuvvza4DWMTQuCnn35CzZo10a9fP3z33Xc4evQo7t69i5SUFEV3ITx69Ehxe+oBWl3y/wYBJeeOf0vw22+/4d1335W2jRw5El999ZVe9YSFhWH48OGqC1EODg7466+/sHnzZvTp0wceHh6wtbWFi4sL/P398fnnn+Pq1avS71Z4eDiGDh1qMXeoZ2dnY968efDw8EBwcDB++OEHnD59GnFxcUhNTbWo/Z77fMGMNWFBl6ioKPTt21f6v2jQoAHWrl2r+JELxhIaGioFH3S91C+2P6c+cayoE9Ty8vIQERGhqFxBfVKaX2nAgDSV9PG9p6entD/kv2Mr/7+dnZ0xcOBAo7R55coVBAQEoHHjxvjss8/w559/IioqCg8fPkR2drbO8vr8rQA0V0Eh87KEsXxoaCju3LmjSvv4+KBZs2aFlrG3t8egQYNU6dzcXKxbt07vths3blyk/Ldu3VJUzsvLy+x/P83N3OepERER6Nu3r2pylbW1NVauXIkDBw5gyJAhqFWrFuzs7FCxYkU0bdoU06dPR3h4OHr06KGqIy4uDn379jWor8aQfyLOn3/+qfr93LVrlzQ5xljLLScmJmL06NGoUaMG3nnnHfz222+4evUq4uPjFX8Hun7jx4wZg3LlyqnShS27vGrVKmmp6TFjxpT644SIiMjYGNAli6E+eE9PT9f7wrj6EnW6AledOnXC0aNHpZmShWnWrBkOHToEZ2dnaXtJCejGx8dLaW1LKGpbcq6otN19pR7k1TcYUFYUx3GhDysrK0ydOhVz586Vts+ePRvJyclGa8dQeXl5GDFiBMaOHaux/+tDn2WQDXl+VH6WEhC0dDt27EBISIj0fQ0cOBA//vijXhcGcnNzMXbsWGkJ+OXLl6N3796FlqtevTp27NiBqlWrqraFhYXh999/1+NTmEZGRgZ69OiBGTNmaKzMoA9z7vekyVgTFnS5d+8eunXrJv1G1qpVC/v27UPlypWN2pY5qU9Q69evn94T1KZOnSrVoW2CmjbmChiQdiV9fJ//gv+ZM2cQERGBnJwc6e6tQYMGoUKFCkVua8eOHfDz88ORI0cMrkPfR0UovXudzKM4xvLqyyUrfRa0MZZd1mcVHQBwdXWVViBROoGhLOzn5j5PnThxopT/008/xdixYwutv2LFivjjjz+kR0hFREQU2/Pq86/CkJmZqbqbNf++XKdOHbRv377Ibd24cQPNmjXDqlWrpPMcfen6jX/hhRfQr18/VfrkyZNal8J+Psn6ORsbG4waNcrgfhEREZVV5XRnITKPqlWrwsrKSnUSkJ2djfj4eLi7uyuu4+7du1JaSZCwWbNh8Km0AAAgAElEQVRmuHbtGlatWoW1a9fi1KlT0qxBAGjatClGjx6NiRMnws7ODvv375fe9/b2VtzH4pKWlobIyEhpm7YLXfrOsldC25Jd6kGGkrJstbkV13Ghr6lTp+KHH37AzZs3ATzb3zZv3lzsz8SZM2eOxuz9ihUromPHjmjRogVq1aoFFxcX2Nvbw9bWVpXn0qVL+OCDD8zdXVIoNDQUQ4YMkX6rAwMDsX79er2XVN25c6e0YkCDBg0UL2Pp7u6Od999Fx9//LFq28qVKxU/Q9lUJk2ahEOHDknb3Nzc0LFjRzRt2hS1atVCxYoV4eDgIH1f+/btw4IFC8zdXdLCWBMWdElKSkK3bt2kAKKbmxv2799v9CWdzc1cE9S00TdgoJ7fFGOxsqYkj+8HDx6Mt99+WxW4WLNmDVq3bi1NujDG3VuRkZEYPHiwtEyqlZUV/P390bZtW7z44ovw8PCAvb29xqSdN954Aw8ePDCo3fzjLbIc5hrLp6amajyT3N3dHQcOHNBZNi8vD05OTkhNTQXwbHWUs2fPomXLlorb13cihJWVFRwcHFTH4/O2dSkL+7k5z1MvX74sPb/Y1dUV06ZNU9RGhQoV8Mknn0gTAlauXInp06cr7qex1KlTBx06dFBNolmzZg0GDx6MnTt3qvKMGDGiyGO9rKws9OrVC7GxsdL2evXqISAgAPXr10eNGjXg6OioWnr5uQULFmDfvn16tTdx4kRs2bJFlV65ciUWL14s5QkNDZXOuXr37q31BgMiIiIqHAO6ZDEcHBzg6ekpLb8UHR2t1wlBdHS0lG7QoIGicra2thg/fjzGjx+PtLQ0xMTEIDExEY6OjqhVq5Z0BxYAjRmHJWG54HPnzmnMzNS2tJX6SW5wcDBGjx5dpLa1DdTV74JITU3V+J6peI8LfZQrVw79+vXDN998o9p24sSJYg3oPnjwAPPmzZO2ffTRR5g5c6bOCQRFmcVMpnX69Gn069dPWiasbdu22Lp1K+zs7PSu7+DBg1K6d+/eel1E6du3rxTQPX78OHJzc/UOLBvLxYsXpVn+tra2mD9/PiZNmqTz+1FfCp+KhzEnLBQmJSUFPXr0wD///KPaVqlSJezdu1e6k6WkMtcENW30DRioL72vNGBAhSup43snJycMHDgQa9euBQCsW7dOuuPcy8sLAQEBRW5nxowZ0p1X/v7++OWXXxSNE7lEZuljrrH85s2bNe7KVH9+uz5Wr16tV0A3PT1dr/qFENKywJyE/H/MeZ6qPl7v3LmzXn9rn4/vnwefo6KiEBcXhxdeeEFxHcby/JnuwLNjbM6cOaqJNVZWVkZ5PvqKFSukyfzu7u5YvXq1tPx0QfLfRatU165dUbduXdW5xNq1a/HVV1+hfPnyqjzqSzEX98RvIiKikooBXbIoDRo0kE4IwsPD9TpBU19ez5DAlaOjo85yV65ckdIlIaC7efNmKe3k5KT1u1W/uOXi4oKuXbsavT/qyzjGx8ejdu3aRm+nNLCE40IJ9Tu+79+/b5J2lNq+fbt0AWb8+PH48ssvFZVVuqwmmdfly5fRs2dPKdjRrFkz7Nq1SyMgopT60qb6PttPPX9GRgaSk5OLbYLKpk2bpLs6Z8+erbFsb0G43xc/Y09YKEhGRgb69OmDs2fPqrZVqFABO3fu1Pkcw5JC/ULvokWL0KRJkyLVqbS8vgEDUz4agZ4paeP7ESNGqAK60dHRUtAj/5KdhkpNTZXuCHN3d8eePXvg6uqqqLwlPFaDjM8cY/nVq1cbtb4NGzZg8eLFiv9G5n9OqRLJycnSZJ6S8qglczHXeWpRx+suLi5wdXWVxrp3794tloDukCFD8Pbbb6vOU7/99lvVe+3atcOLL75Y5DY2bNggpbdu3Yo2bdooKmvI+YCVlRXGjx+PDz/8EMCzVVK2bNmC4OBgVXrr1q2q/DVr1kTPnj31boeIiIj4DF2yML6+vlL6xIkTisvGxcXh9u3bqrStrS18fHyM1TWVpKQknDp1SpWuVKkS2rZta/R2jCklJUXjGUM9e/aUZkw+p35yFBUVZZI+1atXT0qfO3fOJO2UBiXhuNCmuJcay3+cAs+WoVUq/x1rZBkiIiIQGBgoXURu2LAh9u7di0qVKhlcr/pzocqV02+um7b9vDjv8M6/31tbW2PixImKy3K/L16mmLCgTVZWFgYNGiQ9M7N8+fLYtm0b2rVrZ7R2ipv6pIq6deuia9euRXopvetI34CB+vLQDBiYn6WN7zt37oyaNWtqfc8Yd2/9/fff0lLLwcHBioO5UVFRej83l0omY4/lb926VaTnNWuTlJSEP//8U3H+q1ev6lW/+kQPfQOJpZ25zlOLOl5/Xn9+xTVed3Z2xquvvqr1PWMsp5+XlydN2PP19VUczAUMPx8YNWqUNLEi/x25a9eulf4PR48eXWyrGREREZV0DOiSRenTp4+UPnDggHSnUWHUn/PRqVMnk9zh8McffyA7O1uVDg4O1ntpPXObNWuWxjNrC7rI7+/vL32eEydOSHcKGUuHDh2k9K5du4zeRmlREo4LANLsbAB6LbdlCurPdtNnCVH1549S8bpz5w66du0qPT+wTp062L9/P9zc3IpUt/qzK+/du6dXefVnf1lZWen9/Exjyr/fu7m5Kb5An5eXh8OHD5uqW6SDqSYsqMvNzcVrr72G3bt3q7aVK1cOGzZsQGBgoNHasQTmmqCmDQMGJY+lje+tra2l5z0+16ZNG41JkYbgGIm0MfVYfs2aNdI5zMiRIyGE0Pv1/O7159QnLhfm2LFjegXy1MdG/v7+isuWBeY6Ty3qeD0zM1Nj8lRRzyGKQtvEHHt7ewwZMqTIdT98+FB6bIc+v++RkZEa5zZKubm5YeDAgap0WFiYauz1448/qrZbW1sX+ZFeREREZRkDumRR2rZtK91RcfPmTYSFhSkqq/6sj/79+xuzawCAp0+f4r///a+0zdKf/bFlyxYsXrxY2tapUyd07txZa347OzvpvbS0NKxatcro/erSpYs0s3b37t24fv260dspDSz9uACePV9qx44d0raXX37ZJG0ppX4xIf+dKIW5ePEiTp48aYoukQHi4uLQpUsXxMbGqrbVqFEDBw8eRI0aNYpcv/pS7/peqFZ/ppeXl5dBdw0YS/79Xuk+DwB//vmn9B2T+ZhywkJ+QgiMHj0af/zxh2qbtbU1Vq1ahQEDBhitHUvRqVMnKW3OIJS+kyMYMCheljq+13anljHu3gIMHyMJIbB8+XKj9IEsi6nH8kIIrFmzRtoWFBRkUF39+/eHg4ODKr1nzx6NSQoFiY+Px969exXlzcvLw7p166Rtxnh+dWlirvNU9fF6WFiY4sAx8OzvbP4gZ/ny5Y1yHmGorl27onr16tK2AQMGGGUSn6G/7wCwbNmyIrU9YcIEqR8//vgjTp48Kd31261bN3h5eRWpHSIiorKMAV2yKNbW1hg5cqS0bfbs2ToH6wcPHsTRo0dVaWdnZwwdOtTo/ZsxY4Y0c/m1115D8+bNjd6OsSxcuBDDhg2Ttjk6OuocqE+bNk1Kz5o1S3p2lzG4u7tLJ/F5eXkYM2aM9IwiesbSjwsAWLVqFf79919pW79+/UzSllIeHh5S+tixYzrL5Obm6rU0M5lWUlISAgMDcePGDdU2Nzc37N+/32h3sHXp0kVKHzt2TGO57oJkZWVh0aJFhdZnbvn3++TkZISHh+ssk5qaiqlTp5qyW1QAU09YyO/tt9/WuJi+bNkyrXcBlgbt2rWDs7OzKr1nzx6z3aW7fft2PHnyRFHeyMhIaRJRhQoV9Hr+IBWdpY7vGzRogNTUVKSkpKhexgo0GzJGAoDly5fj4sWLRukDWRZTj+WPHj2KmzdvqtJubm4Gj5mcnZ3Ru3dvVTonJwe//vqr4vIzZ85UdJfuypUrpQnHNWvWRLdu3fTrbClnrvNU9X0lOjoamzZtUtRHIQS++uoraVv79u21Pn7KXGxsbHDjxg3p9119jGaoKlWqSJNLT506JQWzC3Lx4sUiB3Q7duwoPQd59erVGnVawoQpIiKikowBXbI4H374obTUzuHDhzFv3rwC89+9exdjx46Vtk2ZMkXj2WnaqJ+0FiQ3NxczZ87Et99+q9rm6uqqceerJcjJycHGjRvRqlUrTJs2TRq829jY4JdffpEG2dq88sor6N69uyqdkJCAbt26Kf6+gGcB2m3btuHDDz8sMM9HH30knUgdPXoUQUFBip/Lde7cOTx+/Fhxn0oycxwXhw8fxvz585Genq5X337//Xe8+eab0rYhQ4YU+8xb9WffffLJJ8jIyCgwf25uLkaPHs27cy1ESkoKevToIc3odnFxwb59+9CwYUOjtdOhQwd4enpK24KDg3VOYsnOzsbo0aMREREhbTfGsw2LQn2/nz59eqETZdLT0zFw4EDpIiuZhzkmLDz30UcfaVxQW7hwoXQnRWljb2+Pt99+W5XOzc3FhAkTFF3ULKrU1FTMmTNHUV71cdLQoUON+szksqg0je8dHR3h5OSkellbG+f0vUWLFtKzDrds2aLz2Zc7duzA+++/b5T2yTQseSy/evVqKT148OAirWgSHBwspfVZdvnSpUs6J3CeOnVKY39/++23+dxPLcxxnlq3bl20bt1a2vbmm2/i8uXLhfZNCIGPPvoIoaGh0nZjrXZQFPb29tLvu7GeWW1jY4NWrVqp0nFxcfj6668LLRMVFYX+/ftLjx4wVP6x5YMHD6S73N3d3dG3b98it0FERFSmCSIL9OWXXwoA0uvNN98Ud+/eVeXJzc0VW7duFZ6enlK+6tWri+TkZEXtVK1aVQQEBIgVK1aIO3fuaLyfkpIiNm7cKJo1aya1YW1tLbZs2WK0z6tNQECA1Oa0adPE/v37pdeePXvEhg0bxIoVK8THH38sAgMDRcWKFTW+OwDCyclJrz4/ePBA1KpVS6qjQoUKYsqUKeLixYsiLy9Po0xSUpLYv3+/ePfdd1VlAwICCm1n6dKlGn2tW7euWL16tUhKStLIHxMTI1auXCk6duwoAIhbt24p/kwlnamPi61btwoAwsXFRYwePVr89ddf4v79+1rzPnnyRGzfvl306tVLo0+VK1cW0dHRRv3sz82aNUtqKyQkpMC8iYmJwtnZWcrfqlUrcerUKSlfdna22LNnj2jRooUqX8OGDaVys2bNKrRf+fPq2ufVhYSESOXL0j5dmOfHeP7X559/rvE7qOSl7bckv19++UWjrSpVqoglS5ZolM3KyhK7d+8W/v7+GmV69+5tku9CfR8pbH+8du2asLa2lvL36tVL/PPPP1K+jIwM8fvvvwtvb+8C9/tVq1YV2M6tW7cUH4vaqP+NK2uePHkiWrZsKX0HLi4u4sKFC0Zv66uvvtLYV3X9ppmTl5eX1LfQ0FCj1Z2YmCiqVKki1T9o0CCRkpKiuI6UlBSxaNEisWbNmgLzDBs2TOM7tra2Fr///nuhdc+bN0+jzN9//624byXNsWPHtP5GL1y4UPoe3N3dC/w9V/8t06Ykje+NfcxXqlRJ8W9rcHCwlLdixYri+++/FxkZGVK+yMhI8eabb6r+tlSrVk06rry8vApth+Oc/2PqY8BSx/JpaWkaY/IjR44Uqc6MjAyN815tv5+rVq2S8uT/mxMYGCjOnz8v5U9KShLz5s0T9vb2UrnGjRuLrKysQvtUlPOBks4c12/CwsKElZWVVLZChQri888/F3FxcVLe3NxccezYMdG9e3eNfjVp0kTk5uYa/TtQP09dvHixUevv37+/4vHS999/L+W1srISU6dOFQ8ePJDyJSQkiIULF6r+dlhZWYn69esX6Tc7KSlJ4/h5/vrwww8N+ORERESUX9m7gkYlQm5urujTp4/GANDGxka8+OKLolmzZsLFxUXjfQcHB3Hs2DHF7ahf5KtcubJ4+eWXhb+/v6hdu7aws7PT2oeff/7ZhJ/+GfULPkV5devWTURGRurdh8uXL2sEdZ+/KlWqJHx8fESrVq1Eo0aNxAsvvKA1n5KT2ffee09r2ef/3y1bthQvv/yycHNz08hTli4Kmfq4eH4RSP3l5uYmGjZsKFq1aiWaNWsmvLy8NE6mn79cXFw0LowYkz4BXSGEmD9/vtZ+uru7i5YtW4omTZpoXAxq0KCB2L59u7SNAV3zM9bvn64LHs9NnDhRa1lra2vh7e0t/P39RePGjYWjo6PWfC+99JJITEw0yXehT0BXCCEmTZqktY+1atUS/v7+wsfHR1SoUEF675VXXhErV66UtjGgazrmmrCwevVqjXbat29vUDtKAmmGMGVAVwghDhw4IGxsbDSOhW+++UbExMRoLXPnzh2xceNGERwcrApCzJ07t8A21AO6zz+TtbW1eP/990VsbKyUPzIyUgwfPlzj/+add94x6me3NOr/14a8lPzWlKTxfXEGdKOiorROBLW3txcvv/yyaNmypahZs6bG97Rr1y7p/5IBXeVMfQxY6lh+zZo1Uhs1a9bUOjlYXyNGjND5G6oe0P3f//4nmjRpIm3z8PAQfn5+on79+sLW1lbjO3F1dRWXLl3S2Z/8ZcpaQNdc12+0TVJ7/qpdu7bw9/cXTZs21fgtzH8s3LhxwyTfgSUFdLOysoSvr6/G57e2thb169cXrVq1Et7e3hrjo5kzZxrlN1v92ASeBYuvX79u+BdAREREQggGdMmCZWRkiKCgIMUnt1WqVNH7IqD6BR9dr5o1a4qDBw+a5gOrKWpA19HRUQQHB4vjx48XqR/x8fFaZ7YqfQ0fPlxRO//73/80AgxKXmXtopApj4uCLgIpfQUGBoqbN2+a9PN/+umnUptjx47VWWbChAmKP0OTJk1ETEyMCA0NlbYzoGt+RdkX1V9KjoHc3Fzx2WefiXLlyuldf7du3cS9e/dM9l2oXxT54osvCs2fmZmp9aJaQa9OnTqJ5ORkjYueDOiajrn2b/Xfl6K89P0/VsrUAV0hnt2Fry2IBzy7M6hp06bC399f1K9fX+sFZ0C/gO6ePXukMY21tbWoW7euaNmyZYEBHX9/f5Gammr0z25Jiiugq+tVnOP74gzoCiHE3r17hZOTk6Lvyd7eXmzYsEEIIRjQNVBxBXSVvkw1lu/cubPUztSpU41S765du6R6q1atqnEXrbaxTUxMjMaqJAW93N3dxZkzZxT1J3+5shbQFcI812+EEGLFihUGXTdo0aKFiIiIMP4H//8sKaArxLPJafXq1VP8/bz//vsiLy/PKL/Zx48f16i/U6dOhn1wIiIikvAZumSx7O3tsX79emzevBm+vr4F5nN0dMSkSZMQHh6Ojh076tXGzJkz0aZNG53P7/H29sb8+fMRERGBzp0769WGKdna2sLJyQmenp5o2bIlgoKC8MUXX+DgwYNISEjAb7/9pvE8RX25ublhz549OHLkCPr27avzuW5WVlZo1qwZZsyYgcuXL2PNmjWK2pk0aRJu3LiBd955B+7u7oXmdXFxQXBwMA4ePIjatWsr/SilgimPi27dumHLli0YN24c6tevDysrK51lKlasiNdeew0HDx7Evn37jP7cR3Xqz8B1dnbWWWbFihVYs2YNXnzxxQLzVKtWDXPmzMHZs2dRs2bNIveTSh5ra2vMmjULly5dwoQJE1CxYsVC89vY2KBz587/r707D66yPPsAfAfIIigmgCGgDSibLAq4RAVtRa0tOo4LaFPqWO1Msc5YK+LS6UwV2zrTutHF1q0iakftiAsurVpUFBQ1IkIHUIxiWiAthJAAYU1yvj86no9DEkggIQe8rr94nvdZ7jMT4Jzzy/O+8cwzz8TLL78cvXr1arPaWvpzn5WVFTNnzoypU6dGQUFBk+P69u0b99xzT8yaNStyc3NbpVZIR5dddlm8+eabjf4/sGrVqli4cGG8//778cknn0RVVVWDMZ06dWrR3/Hhw4fHs88+m3zPVF9fH5999lmUlJREWVlZg/GjRo2KV155xbNzW8n+/v5+Xzr77LOjpKRkl8807NSpU4wfPz4WLlwY3/nOd/ZhdbRUOr6X/9e//tXg+aXFxcWtsvY3v/nNlOeuVlRUxEsvvbTbeUcccUSUlJTEDTfckPLs1x116dIlJk6cGEuWLIkTTzyxVeo90O2L728i/veM1iVLlsT1118fhx122C7HZmRkRFFRUTz88MMxb968GDhwYIv3218VFhZGSUlJXH311ZGTk9PkuJNPPjleeeWVuOuuu5r1b0ZzjBo1KgYNGpTS98Mf/rBV1gaAr7qMRCKRaO8ioDlKS0vjvffei5UrV8a2bdsiNzc3Bg8eHKNHj97lG9Tm2LRpUyxYsCBKS0tj9erVsWXLlujcuXMcccQRcdxxx8WAAQNa6VXs/7Zv3x7vv/9+LF++PCoqKqKmpia6dOkSeXl5MXDgwBgyZEgceuihe7VHIpGIjz76KJYuXRpr1qyJDRs2RJcuXaKgoCCGDBkSw4YNi44dO7bSK9q/teXfi6qqqliyZEksX748Vq9eHTU1NZGVlRWHHnpodO/ePY455pgYOHBgq33wa44f/ehHcf/99yfbN998c9x6663Nmvvlz9X8+fOjoqIiEolE5Ofnx7Bhw+KEE07wM0WK+vr6WLx4cSxatCgqKytj/fr1kZOTE7m5udGvX7844YQTmvwSsLV9+9vfjldeeSXZnjZtWlxxxRXNmltbWxslJSWxaNGiWLt2bXTs2DEKCgpixIgRMXz48LYqmd1ozX8333jjjSa/EL388svjkUceaZV9vv/978f06dNbZa0d9e3bNyXk3NXr2Vu1tbXx2GOPxX333Rfz58+Purq6Jsfm5OTEqaeeGueee25MmDAh8vPzmxxbXFwcf/3rX5Pt8vLyKCgoiNLS0rjhhhvi+eefj/r6+gbzDj/88Lj++uvjmmuuiQ4d/J5ta/P+vmXKy8tjzpw5sWLFiti0aVN07do1+vfvH6NGjfJLP/updHwvv69Nnz495T3Tww8/HJdffnmyvWXLlpg7d24sXbo01q9fH3l5edGnT58YM2ZMdO7cuR0qPnC05efULyUSifj0009jwYIFUVFREdXV1ZGZmRm5ublRWFgYRUVFkZeX1yp77c82btwYc+bMidLS0qiuro6DDjoovva1r8XJJ58chYWFrb7fhg0bolevXlFTUxMREd27d4+VK1dGdnZ2q+8FAF81Al0A9hvf+ta34tVXX022d/5SBg5EgwYNimXLliXbbRl4wVdFVVVVzJs3L8rLy6OioiJqa2vjkEMOiZ49e8bRRx8dgwYNarUvHlevXh1z586Nzz//PLZt25bcY9SoUQd0kALQ3nYX6AKt74EHHogrr7wy2b722mtj6tSp7VgRABw4dn0fKgBIE/X19fHBBx+k9A0bNqydqoF9o7KyMkpLS1P6/NzD3svNzY2xY8fuk73y8/Pjoosu2id7AQC0px3vqBURMXHixHaqBAAOPO7tBcB+4eWXX47KyspkOy8vL4499th2rAja3pNPPplyq9YhQ4akPC8OAAAgHcyaNSs+/PDDZPuMM86IwYMHt2NFAHBgEegCkPZWrVoV11xzTUrfuHHjIisrq50qgra3ePHiuOWWW1L6JkyY0E7VAAAANK6mpiauvfbalL7rrruunaoBgAOTWy4DkHbmz58fa9eujcrKynjvvffi4Ycfjurq6uT1nJycuOmmm9qxQmh9b7/9dmzcuDHWrFkTb731Vjz66KOxdevW5PXDDjssrrrqqnasEAAA4H+fXTZv3hxbt26NZcuWxR//+Mf47LPPktdPOumkOPfcc9uxQgA48Ah0AUg7kydPjjfffLPJ63fccUf0799/H1YEbe973/telJWVNXqtU6dO8cADD0S3bt32cVUAAACpdvXZJTMzM+677759XBEAHPjcchmA/UZeXl5MmzYtrr766vYuBfaZ3r17x8yZM+OCCy5o71IAAACalJmZGdOmTYsRI0a0dykAcMBxQheAtHXwwQdH9+7dY9iwYXHWWWfF5ZdfHrm5ue1dFrSprl27Ro8ePeK4446Ls88+Oy699NI46KCD2rssAACABrKysqJ3794xZsyYmDRpUhxzzDHtXRIAHJAyEolEor2LAAAAAAAAAKAht1wGAAAAAAAASFMCXQAAAAAAAIA0JdAFAAAAAAAASFMCXQAAAAAAAIA0JdAFAAAAAAAASFMCXQAAAAAAAIA0JdAFAAAAAAAASFMCXQAAAAAAAIA0JdAFAAAAAAAASFMCXQAAAAAAAIA0JdAFAAAAAAAASFMCXQAAAAAAAIA0JdAFAAAAAAAASFMCXQAAAAAAAIA0JdAFAAAAAAAASFMCXQAAAAAAAIA0JdAFAAAAAAAASFMCXQAAAAAAAIA01am9CwAAAGgNffv2jbKysl2Oyc7Ojuzs7OjevXsUFBTEgAEDYujQoTF69OgoKiqKzMzMfVQtAAAAQPNkJBKJRHsXAQAAsLeaE+juSm5ublx00UXx4x//OEaMGNGKlbWOKVOmxK233ppsv/HGG3H66ae3X0EAAADAPuGWywAAABFRVVUV06ZNi5EjR8bFF18cK1eubO+SAAAAANxyGQAAODDdeeedMXz48JS+7du3x7p166KqqirKyspi3rx58cEHH8TmzZtTxs2YMSNmz54dTz31lFOwAAAAQLsS6AIAAAek448/vllh7ObNm+Oxxx6L3/72t7F06dJkf0VFRZxzzjnx97//Pb7xjW+0YaUAAAAATXPLZQAA4CvtoIMOiokTJ8aiRYti0qRJKdc2b94cF198cZSXl7dTdQAAAMBXnUAXAAAgIjp16hR333133H333Sn9a9asiRtuuKGdqgIAAAC+6txyGQAAYAeTJk2KOXPmxLPPPpvse/zxx+PnP/95DBo0qFlrrFixIhYvXhzLly+P6urqiIjo1q1bHH744XHKKadEXstxhMEAAAt/SURBVF5em9S+pz755JNYuHBhrFmzJqqrq6Nbt27Ru3fvOPXUU6Nbt27tXR4AAAB8pQl0AQAAdnLnnXfGzJkzo76+PiIiEolE3H///Q1O736ptrY2Zs2aFTNmzIhZs2ZFWVlZk2tnZGTEySefHDfeeGOcf/75kZGR0eTY2bNnx5gxYxq91lT/lxKJxC6vb9y4Me6666545JFHYvny5Y2O6dixY5x22mnxi1/8Ik477bRdrgcAAAC0DbdcBgAA2MlRRx0V5513Xkrfc8891+T44uLiGDt2bDz00EO7DHMj/he0zps3Ly688MIYP3581NTUtErNLfHiiy9Gv379YsqUKU2GuRERdXV1MXv27Pj6178eV155ZdTW1u7DKgEAAIAIgS4AAECjLrroopT28uXLmwxrt2zZ0qDvsMMOiyFDhsRJJ50Uw4cPjx49ejQY88wzz8T555+fPAm8LzzwwANxwQUXxOrVq1P6O3fuHIMHD46ioqLo379/dOjQocG88ePH7/bkLwAAANC63HIZAACgESeddFKDvgULFkSfPn0aHd+jR4+45JJL4txzz42ioqJGA9zS0tKYNm1aTJ06NRkCv/baa/G73/0uJk2a1GD88OHD4x//+EdERDz66KPx2GOPJa/deeedMXz48Ba9ptdeey2uuuqqlAD5vPPOi8mTJ8fo0aOjU6f//4hYWVkZf/7zn+NXv/pVbNiwISIiZs6cGbfffnvcdNNNLdoXAAAA2HMZCb9eDQAAHAD69u2bcoL2jTfeiNNPP32P10skEtG1a9fYuHFjsu+uu+6K6667rsHYefPmxciRIyMnJ6dZa3/00Udx5plnRmVlZUREHH744fHFF1+kBKo7mzJlStx6663JdktfX1VVVQwePDj+85//REREhw4d4sEHH4wf/OAHu5y3ZMmSOP3002PNmjUREZGVlRVlZWVRUFDQ7L0BAACAPeeWywAAAI3IyMiI7t27p/SVl5c3OvaUU05pdpgbETFixIi4/fbbk+2VK1fGq6++umeFNtN9992XDHMjIm677bbdhrkREUOGDInp06cn29u2bYt77rmnLUoEAAAAGiHQBQAAaEJubm5Ke8fTunuruLg4OnbsmGy/8847rbb2zurq6uIPf/hDsl1YWBiTJ09u9vxzzjknRo4cmWw//fTTrVofAAAA0DSBLgAAQBMOPvjglPa2bdtabe0uXbpEfn5+sr1gwYJWW3tnCxcujFWrViXbxcXFkZmZ2aI1zj777OSfP/7446ioqGi1+gAAAICmNf2AJgAAgK+4DRs2pLSzs7N3O2fx4sUxY8aM+PDDD2PJkiWxbt26WL9+fWzfvn2X89oyIJ0zZ05K+4QTTmjxGoWFhSntpUuXxmmnnbZXdQEAAAC7J9AFAABoQnV1dUp75xO7O/rnP/8ZV199dbz11lt7tFdVVdUezWuOpUuXprQvueSSvV6zsrJyr9cAAAAAdk+gCwAA0IhEItHg1Gzv3r0bHfviiy/GuHHj9uqWzFu3bt3jubuzdu3aVl9z57AbAAAAaBsCXQAAgEZ8/PHHUVNTk9LXr1+/BuOWLVsW48ePTwlzMzIyoqioKEaNGhVHHXVUFBQURE5OTuTk5KTMvfTSS+O///1v27yAHbTF6d/6+vpWXxMAAABoSKALAADQiPfff79B38iRIxv0/fSnP005XVtUVBSPPPJIHH300bvdIyMjY++KbKbOnTuntH/961/H8ccfv1drDh06dK/mAwAAAM0j0AUAAGjEjBkzUtr9+/ePI444IqVv48aN8dJLLyXbPXv2jJdffjny8vKatce6dev2vtBm6NGjR0r7yCOPjLPOOmuf7A0AAADsnQ7tXQAAAEC6+fzzz+Nvf/tbSt+FF17YYNyHH36Ycqvl7373u80Oc0tLS9v0ubk7OvLIIxvsDQAAAOwfBLoAAAA7uf7661OeEduhQ4eYOHFig3E7P/920KBBzd7j9ddfb1FNHTqkfnxLJBLNnjtmzJi92hsAAABoPwJdAACAHUydOjWeffbZlL7LLrss+vfv32DszqHqjqd1dyWRSMS9997borq6dOmS0t60aVOz5xYVFaWcHH799ddjyZIlLdofAAAAaB8CXQAAgIiora2NyZMnx3XXXZfSX1BQEL/5zW8anVNQUJDSnjt3brP2uvfee+Ojjz5qUX3dunVLaS9fvrzZczMzM+Paa69NthOJRFx55ZWxffv2FtUAAAAA7HsCXQAA4Ctty5Yt8eCDD8axxx4bd999d8q1zp07x4wZMyI/P7/Ruccff3xkZWUl288880y88847u9zvxRdfbBAaN8fQoUNT2k8//XSL5v/kJz+Jnj17Jttz586N8ePHR3V1dbPXqKmpid///vfx0EMPtWhvAAAAYM91au8CAAAA2sL8+fOjtrY2pW/79u1RVVUVVVVV8cUXX8S7774bH3zwQaO3L+7Zs2fMmDEjRo8e3eQeXbp0iXHjxsUTTzwRERF1dXUxduzYuOOOO+Kyyy6LnJyc5NhPP/00pk6dGvfff3/U19dHfn5+1NXVxdq1a5v1ekaOHBk9evSIioqKiIiYPXt2nHHGGXHJJZdEYWFhSrAcEXHWWWeltA899NB46qmn4swzz0yezH3++edj6NChMWnSpLj44oujsLCwwb7//ve/47333ovnnnsuXnjhhVi/fn3ccsstzaoZAAAA2HsZiZ0f+gQAALAf6tu3b5SVlbXKWsXFxTF16tQGt1RuzGeffRbHHXdcrF+/PqU/JycnBg4cGNnZ2VFeXh4rVqxIXuvYsWO88MILcdVVVyVr7tOnT3zxxRe73OuXv/xl3Hzzzc16DU191HvyySfjiiuuiC1btjS41qtXr8jPz4/s7Oyorq6O1atXx7p16xqMu+WWW2LKlCnNqgMAAADYO07oAgAAxP+eUTtu3Li45pprYtiwYc2e169fv3jqqadi3LhxsXHjxmT/li1bYtGiRQ3G5+TkxPTp02Ps2LEtrvFnP/tZLFu2LP7yl7+0eO6XiouLY8CAATFhwoRYtmxZyrXy8vIoLy/f5fyOHTtG796993h/AAAAoGWc0AUAAA4IzTmhm5WVFTk5OdG9e/coKCiIAQMGxLBhw2L06NFx4oknRmZm5h7v//HHH8eNN94YL7zwQqPXO3XqFBdccEHcdtttMXDgwAY1N+eE7pfefvvteOKJJ6KkpCQ+//zz2LBhQ2zdujVlzO4+6tXV1cXjjz8ef/rTn6KkpCTq6uqaHJudnR2jR4+Oc845JyZMmBC9evVqVp0AAADA3hPoAgAAtKLy8vKYM2dOrFixIjZt2hRdu3aN/v37x6hRoyI3N7e9y2tUdXV1vPvuu7Fq1aqoqKiI7du3xyGHHBL5+flx9NFHx6BBg1KeBwwAAADsOwJdAAAAAAAAgDTVob0LAAAAAAAAAKBxAl0AAAAAAACANCXQBQAAAAAAAEhTAl0AAAAAAACANCXQBQAAAAAAAEhTAl0AAAAAAACANCXQBQAAAAAAAEhTAl0AAAAAAACANCXQBQAAAAAAAEhTAl0AAAAAAACANCXQBQAAAAAAAEhTAl0AAAAAAACANCXQBQAAAAAAAEhTAl0AAAAAAACANCXQBQAAAAAAAEhTAl0AAAAAAACANCXQBQAAAAAAAEhTAl0AAAAAAACANCXQBQAAAAAAAEhTAl0AAAAAAACANCXQBQAAAAAAAEhTAl0AAAAAAACANCXQBQAAAAAAAEhTAl0AAAAAAACANCXQBQAAAAAAAEhTAl0AAAAAAACANCXQBQAAAAAAAEhTAl0AAAAAAACANCXQBQAAAAAAAEhTAl0AAAAAAACANCXQBQAAAAAAAEhTAl0AAAAAAACANCXQBQAAAAAAAEhTAl0AAAAAAACANCXQBQAAAAAAAEhTAl0AAAAAAACANPV/Oo0hDgU4Kn0AAAAASUVORK5CYII=\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -975,7 +982,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -998,7 +1005,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -1021,7 +1028,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -1044,7 +1051,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -1067,7 +1074,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAB6UAAASJCAYAAACQMckHAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAuIwAALiMBeKU/dgAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nOzdd3SVVb7G8eekNxJKSDAhkkBUCAKha1AkgjSpl5HisAQWzIg4iiMKCiNVQUTlcscyozTFRhHBAUSN0jQIKKAXgqElhIRQJSG9nvsHi3N50ziBnJzk5PtZy7Xc+333fn/vSTiBPGfv12Q2m80CAAAAAAAAAAAAAMAGnOxdAAAAAAAAAAAAAADAcRFKAwAAAAAAAAAAAABshlAaAAAAAAAAAAAAAGAzhNIAAAAAAAAAAAAAAJshlAYAAAAAAAAAAAAA2AyhNAAAAAAAAAAAAADAZgilAQAAAAAAAAAAAAA2QygNAAAAAAAAAAAAALAZQmkAAAAAAAAAAAAAgM0QSgMAAAAAAAAAAAAAbIZQGgAAAAAAAAAAAABgM4TSAAAAAAAAAAAAAACbIZQGAAAAAAAAAAAAANgMoTQAAAAAAAAAAAAAwGYIpQEAAAAAAAAAAAAANkMoDQAAAAAAAAAAAACwGUJpAAAAAAAAAAAAAIDNEEoDAAAAAAAAAAAAAGyGUBoAAAAAAAAAAAAAYDOE0gAAAAAAAAAAAAAAmyGUBgAAAAAAAAAAAADYDKE0AAAAAAAAAAAAAMBmCKUBAAAAAAAAAAAAADZDKA0AAAAAAAAAAAAAsBlCaQAAAAAAAAAAAACAzRBKAwAAAAAAAAAAAABsxsXeBQA3kpaWph07dljaISEhcnd3t2NFAAAAAAAAAICS8vLydPr0aUv7gQceUP369e1YEQCgpiCURo23Y8cODRkyxN5lAAAAAAAAAAAqYcOGDRo8eLC9ywAA1ABs3w0AAAAAAAAAAAAAsBlCaQAAAAAAAAAAAACAzbB9N2q8kJAQQ3vDhg0KDw+3UzUAAAAAAAAAgLIcP37c8CjGkr/bBQDUXYTSqPHc3d0N7fDwcLVu3dpO1QAAAAAAAAAArFHyd7sAgLqL7bsBAAAAAAAAAAAAADZDKA0AAAAAAAAAAAAAsBlCaQAAAAAAAAAAAACAzRBKAwAAAAAAAAAAAABshlAaAAAAAAAAAAAAAGAzhNIAAAAAAAAAAAAAAJshlAYAAAAAAAAAAAAA2AyhNAAAAAAAAAAAAADAZgilAQAAAAAAAAAAAAA2QygNAAAAAAAAAAAAALAZQmkAAAAAAAAAAAAAgM0QSgMAAAAAAAAAAAAAbIZQGgAAAAAAAAAAAABgM4TSAAAAAAAAAAAAAACbcbF3AQAAAAAAAAAAAKg6ZrNZxcXFMpvN9i4FQDUzmUxycnKSyWSydykGhNIAAAAAAAAAAAC1XEFBgdLT05Wenq6CggICaaCOc3FxkY+Pj3x9feXl5WX3kJpQGgAAAAAAAAAAoJbKy8vTuXPnlJWVZe9SANQghYWFSktLU1pampydneXn56eAgAC7hdOE0gAAAAAAAAAAALVQQUGBkpKSVFhYaO9SANRgRUVF+uOPP1RYWKigoCC7BNNO1X5FAAAAAAAAAAAA3JKioiKdPn2aQBqA1a5cuaIzZ87YZXt/VkoDAAAAAAAAAADUMqmpqcrLyzP0OTk5ydfXV76+vnJ1dZWTE2sTgbrGbDarsLBQWVlZysjIUG5uruH4lStX5OLiosDAwGqti1AaAAAAAAAAAACgFikqKlJGRoahz83NTc2aNZOLC9EPUNe5urrK09NT/v7+yszMVHJysmF1dHp6erU/X5qPyAAAAAAAAAAAANQiWVlZhrbJZFJISAiBNIBSfHx81LRpU0NfUVGRsrOzq7UOQmkAAAAAAAAAAIBapOQqaS8vL7m5udmpGgA1nY+Pjzw8PAx9V65cqdYaCKUBAAAAAAAAAABqkZIrpevVq2enSgDUFiXfJzIzM6v1+oTSAAAAAAAAAAAAtYTZbFZRUZGhz9PT007VAKgtvL29De3CwkLDc6ZtjVAaAAAAAAAAAACgliguLi7V5+zsbIdKANQmZb1PlPV+YiuE0gAAAAAAAAAAALVEWSsbTSaTHSoBUJs4OZWOhVkpDQAAAAAAAAAAAABwCITSAAAAAAAAAAAAAACbIZQGAAAAAAAAAAAAANgMoTQAAAAAAAAAAAAAwGYIpQEAAAAAAAAAAAAANkMoDQAAAAAAAAAAAACwGUJpAAAAAAAAAAAAAIDNEEoDAAAAAAAAAAAAAGzGxd4FAAAAAAAAAAAAAKheJ06c0N69e5WcnKz8/Hw1aNBALVu2VFRUlDw8POxdHhwMoTQAAAAAAAAAAABQR2zYsEHz5s3T/v37yzzu4+OjsWPHatasWfL396/m6uCo2L4bAAAAAAAAAAAAcHB5eXkaPXq0hg4dWm4gLUmZmZl66623FBERoZ07d1ZjhXBkhNIAAAAAAAAAAACAAysuLtaIESP08ccfG/qdnZ0VFhamyMhI+fn5GY5duHBB/fr10+7du6uzVDgoQmkAAAAAAAAAAADAgS1atEgbN2409E2cOFFJSUk6efKkDhw4oD/++EPr16/X7bffbjknOztbw4cPV3p6enWXDAdDKA0AAAAAAAAAAAA4qEuXLumVV14x9C1YsEDvvvuugoKCLH1OTk4aOnSoYmNjFRoaaulPTk7Wm2++WV3lwkERSgMAAAAAAAAAAAAO6rXXXlNGRoal3b17d02bNq3c84ODg7V06VJD3+LFi3Xp0iWb1QjHRygNAAAAAAAAAAAAOKDi4mKtWLHC0Dd79myZTKYKx/Xs2VP333+/pZ2RkaE1a9bYpEbUDYTSAAAAAAAAAAAAgAOKjY3VhQsXLO3mzZurR48eVo0dP368ob1hw4aqLA11DKE0AAAAAAAAAAAA4IA2b95saD/00EM3XCV9/bnX2759u7KysqqsNtQthNIAAAAAAAAAAACAAzp48KChHRUVZfXYoKAghYaGWtr5+fmKi4urqtJQxxBKAwAAAAAAAAAAAA7oyJEjhnZERESlxpc8v+R8gLUIpQEAAAAAAAAAAAAHk5OTo6SkJENfSEhIpeYoeX58fPwt14W6ycXeBQAAAAAAAAAAAMD2CouKlZqea+8y6oTb/Dzk4mzftaEXL16U2Wy2tF1dXRUQEFCpOYKDgw3t8+fPV0ltqHsIpQEAAAAAAAAAAOqA1PRc3f/aNnuXUSfsmhqtkIZedq0hMzPT0Pby8pLJZKrUHN7e3hXOCViL7bsBAAAAAAAAAAAAB1MyQPbw8Kj0HJ6enhXOCViLUBoAAAAAAAAAAABwMLm5xq3a3dzcKj2Hu7u7oZ2Tk3NLNaHuIpQGAAAAAAAAAAAAHEzJldH5+fmVniMvL6/COQFrEUoDAAAAAAAAAAAADsbHx8fQLrly2holV0aXnBOwFqE0AAAAAAAAAAAA4GBKBsjZ2dkym82VmiMrK6vCOQFrudi7AAAAAAAAAAAAANjebX4e2jU12t5l1Am3+dl/m2t/f3+ZTCZLEF1QUKDz588rMDDQ6jlSUlIM7YCAgCqtEXUHoTQAAAAAAAAAAEAd4OLspJCGXvYuA9XE09NTt99+u06dOmXpS0pKqlQonZSUZGi3bNmyyupD3cL23QAAAAAAAAAAAIADKhkix8XFVWr8kSNHKpwPsBahNAAAAAAAAAAAAOCAIiMjDe3Y2Firx6ampioxMdHSdnV1VURERFWVhjqGUBoAAAAAAAAAAABwQAMGDDC0Y2JiLM+YvpFvvvnG0I6OjpaPj0+V1Ya6hWdK11Dx8fH69ddflZycrOzsbHl6eiowMFB33nmn2rVrJ3d395ueOzc3V7Gxsfr99991+fJlubm5qWnTpuratauaN29ehXcBAAAAAAAAAAAAe4mKipK/v78uXrwoSTp58qS2b9+u6OjoG45dtmyZoT148GCb1Ii6gVC6BsnIyNA///lPLV26VAkJCeWe5+bmpi5duuhPf/qTJk+ebPX8Fy5c0Jw5c7Ry5UplZWWVeU7Hjh310ksv8cYCAAAAAAAAAABQyzk5OWns2LF6/fXXLX1z5sxRjx49ZDKZyh333XffadeuXZZ2vXr1NHz4cJvWCsfG9t01xKZNm3THHXdoxowZFQbSkpSfn68ffvhBCxYssHr+7du3KyIiQm+//Xa5gbQk/fLLLxoyZIjGjBmj/Px8q+cHAAAAAAAAAABAzTNt2jTDtts7duzQwoULyz0/JSVFEyZMMPRNnjxZ/v7+NqsRjo9QugZYvHixBg0apHPnzhn6PTw81Lx5c3Xp0kVt2rS56T/sP/zwg/r372/ZmuGa+vXrq3379goNDZWzs7Ph2IcffqhRo0ZZ/VwBAAAAAAAAAAAA1Dz+/v6aPn26oe/FF1/UpEmTdObMGUtfcXGxNmzYoKioKCUmJlr6g4KCNGXKlOoqFw6KUNrOli1bpmeffdYQ/vbr109fffWV0tLSdOLECe3Zs0e//fabLly4oJSUFK1atUrDhg2Tm5vbDee/fPmyRowYoZycHEtfs2bNtGHDBv3xxx/av3+/EhISlJiYqMcff9wwdv369Vq8eHHV3SwAAAAAAAAAAACq3bRp0zRgwABD37vvvqvbb79dLVq0UIcOHdSoUSMNHTpUSUlJlnM8PT21Zs0a1a9fv7pLhoMhlLaj48eP629/+5ul7erqqk8++URbtmxR37595e7uXmpMUFCQRo8erXXr1unXX3+94TUWLVpk+JRLWFiYYmNjNXjwYMOzApo2bap//etfeuWVVwzj586dq8uXL9/M7QEAAAAAAAAAAKAGcHJy0tq1azVy5EhDf1FRkU6ePKkDBw4oLS3NcKxRo0basmWLunXrVp2lwkERStvRX//6V+Xm5lraH3/8sUaNGmX1+AYNGlR4/MKFC/rnP/9p6Hv//fcVFBRU7pgXX3xR3bt3t7TT09P1+uuvW10TAAAAAAAAAAAAah4PDw99+umnWrdunSIjI8s9z9vbW5MmTVJcXJx69OhRfQXCobnYu4C6auPGjdq2bZul/cgjj+iRRx6p0mt89tlnyszMtLS7d++unj17VjjGZDJp1qxZhvOWL1+ul19+2bCyGgAAAAAAAAAAALXPsGHDNGzYMB0/flx79uxRSkqK8vPzVb9+fbVq1UrdunWTh4eHvcuEgyGUtpP33nvP0J41a1aVX2Pjxo2G9vjx460aFx0drbCwMCUkJEiSzp49q59++kn33ntvldcIAAAAAAAAAACA6hceHq7w8HB7l4E6gu277SAlJUVff/21pR0ZGanWrVtX6TUyMzO1c+dOQ1/v3r2tGmsymdSrVy9D36ZNm6qsNgAAAAAAAAAAAAB1B6G0HWzdulVFRUWWdnR0dJVf4/DhwyooKLC0w8LC1KRJE6vHl3xo/cGDB6usNgAAAAAAAAAAAAB1B9t328G+ffsM7Xbt2ln+/8CBA1qxYoV27NihpKQk5eXlKSAgQHfccYf69OmjUaNGKTg4+IbXOHLkiKEdERFRqRpLnl9yPgAAAAAAAABwZHlFebqYc7FK5gr0CpSLE7+OBwDUXfwUtIOSoXTz5s2VmZmpyZMna/ny5aXOP3XqlE6dOqWYmBjNnDlTzzzzjObMmSNXV9dyrxEfH29oh4SEVKrGkuefOnVKubm5PNgeAAAAAAAAgEPLKczRzB9natvpbcoryquSObcO26pgnxsvNgIAwFERStvB8ePHDW0nJyd1795dBw4cuOHYnJwcLViwQPv27dP69etVr169Ms87f/68od20adNK1RgYGCgXFxcVFhZKkoqLi3Xp0iWrVmlX5Pz587pw4UKlxpR8vQAAAAAAAADAVmb+OFNbE7fauwwAABwKoXQ1Ky4uVkZGhqHv6aeftgTSJpNJAwYMUP/+/dW0aVNlZWXpwIEDWrVqlc6cOWMZExMTo7Fjx+rzzz8v8zqZmZmGtre3d6XqNJlM8vT0NNRacs6b8c4772jOnDm3PA8AAAAAAAAAVLW8ojxtO73N3mUAAOBwCKWrWXp6usxms6Fv//79kqRGjRrpiy++0P333284PmLECP3jH//Q448/rk8++cTSv379en344Yd67LHHSl2nZIB8M9tu2yKUBgAAAAAAAICa6mLOxSrbshsAAPw/J3sXUNeUF+w6Oztr8+bNpQLpa3x8fLRq1Sr17t3b0D9//vxSIbck5ebmGtpubm6VrtXd3d3QzsnJqfQcAAAAAAAAAAAAAOo2VkpXs/JWLE+YMEFdu3atcKyTk5Peffdd3XHHHSouLpYkxcfHa8eOHerRo0eF18nPz690rXl5xk8E3sxq65ImTZqkRx55pFJjjh8/riFDhtzytQEAAAAAAAAAAABUP0Lpaubj41Nm/1/+8herxjdv3ly9evXSN998Y+krK5QueZ2SK6etUXJldHm1V0ZAQIACAgJueR4AAAAAAAAAqE4f9P1Agd6BNzU20OvmxgEA4CgIpauZp6ennJ2dVVRUZOmrV6+e2rdvb/UcDzzwgCGU/vnnn0udUzJAzsrKqlSdZrPZJqE0AAAAAAAAANRGgd6BCvYJtncZAADUSjxT2g5KrhQODw+Xk5P1X4q77rrL0D5//vwNr5GcnFyJCqVz586psLDQ0nZycpK/v3+l5gAAAAAAAAAAAAAAQmk7aNWqlaHt6+tbqfElz798+XKpc0oG10lJSZW6RsnzmzVrViXPlAYAAAAAAAAAAABQtxBK20FERIShnZeXV6nxJZ8P7eXlVeqcli1bGtpxcXGVusaRI0cqnA8AAAAAAAAAAAAArEEobQcdOnQwtM+dO1ep8SW3627UqFGpc1q3bi1XV1dLOzExUampqVZf48cffzS0IyMjK1UjAAAAAAAAAAAAAEiE0nbx8MMPG54hnZCQoD/++MPq8b/88ouhXXKrbkmqV6+eunfvbuj79ttvrZrfbDYrJibG0Ddw4ECr6wMAAAAAAAAAAACAawil7SAgIEDdunUz9K1fv96qsYWFhfriiy8MfT169Cjz3EGDBhnay5Yts+oa27ZtU0JCgqUdGBiorl27WjUWAAAAAAAAAAAAAK5HKG0njz/+uKG9aNEiq54t/f777+vs2bOWtq+vr/r06VPmuSNHjpS3t7elvXPnTn3//fcVzm82mzVnzhxD37hx4wwruwEAAAAAAAAAAADAWiSNdjJq1Ci1adPG0j569Kgef/xxFRcXlztmz549mjp1qqFv0qRJ8vPzK/P8gIAA/e1vfzP0TZgwQWfOnCn3GgsWLNDOnTstbT8/Pz3//PMV3gsAAAAAAAAAAAAAlIdQ2k6cnJy0ePFimUwmS98HH3ygPn36lHpmdHp6ut5880316tVLmZmZlv4777xT06dPr/A6U6dOVZMmTSzthIQERUVF6csvv5TZbLb0Jycna+LEiZoxY4Zh/IwZM9SwYcObukcAAAAAAAAAAAAAcLF3AXVZz549tWDBAr3wwguWvpiYGHXq1ElNmjRR06ZNlZWVpRMnTig/P98wtlGjRlq3bp3q1atX4TUaNmyo1atXq0+fPsrNzZUknTp1SoMHD1b9+vUVFhamtLQ0JSUlqaioyDB28ODBeu6556robgEAAAAAAAAAAADURayUtrNp06bpf/7nf+Tq6mroP3v2rH7++WcdOXKkVCB91113affu3YbtvyvSvXt3bd68udSK57S0NB04cEAJCQmlAulHH31Uq1evNqzkBgAAAAAAAAAAAIDKIpSuAZ566in99ttvGjFiRKlw+nphYWFasmSJfvvtN91xxx2VusaDDz6ouLg4PfHEE/Ly8ir3vPbt2+vzzz/Xxx9/LHd390pdAwAAAAAAAAAAAABKYvvuGqJly5b67LPPdOXKFcXGxurYsWNKT0+Xj4+PAgMD1aFDB9111123dI3AwEC98847euONNxQbG6sjR44oLS1Nbm5uCg4OVteuXRUeHl5FdwQAAAAAAAAAAAAAhNI1jq+vr/r27au+ffva7Bqenp7q2bOnevbsabNrAAAAAAAAAAAAAIDE9t0AAAAAAAAAAAAAABsilAYAAAAAAAAAAAAA2AyhNAAAAAAAAAAAAADAZgilAQAAAAAAAAAAAAA242LvAgAAAAAAAAAAAABUrxMnTmjv3r1KTk5Wfn6+GjRooJYtWyoqKkoeHh72Lg8OhlAaAAAAAAAAAAAAqCM2bNigefPmaf/+/WUe9/Hx0dixYzVr1iz5+/tXa235+fk6ePCg9uzZo71792rv3r06duyYzGaz5ZwVK1Zo7NixNzX/7NmzNWfOnJuub8yYMVq5cuVNj6/LCKUBAAAAAAAAAAAAB5eXl6fx48fr448/rvC8zMxMvfXWW1q9erXWrVun7t2727y25557Tjt37tSvv/6q/Px8m18P1Y9nSgMAAAAAAAAAAAAOrLi4WCNGjCgVSDs7OyssLEyRkZHy8/MzHLtw4YL69eun3bt327y+pUuXat++fQTSDoyV0gAAAAAAAAAAAIADW7RokTZu3Gjomzhxol566SUFBQVJuhpcb9y4Uc8884ySkpIkSdnZ2Ro+fLgOHTpUKrSuDi4uLnJ2dlZeXp5N5n/99dfVrl07q8+/9lqh8gilAQAAAAAAAAAAAAd16dIlvfLKK4a+BQsW6IUXXjD0OTk5aejQoerSpYvuu+8+JSYmSpKSk5P15ptv3tKzmK1hMpkUHh6uLl26qHPnzurcubM6dOigvn37aseOHTa5ZseOHdWjRw+bzA0jQmkAAAAAAAAAAADAQb322mvKyMiwtLt3765p06aVe35wcLCWLl2qXr16WfoWL16sp59+Wo0aNbJJjV9++aXatm2r+vXr22R+2B/PlAYAAAAAAAAAAAAcUHFxsVasWGHomz17tkwmU4Xjevbsqfvvv9/SzsjI0Jo1a2xSo3Q1KCeQdmyE0gAAAAAAAAAAAIADio2N1YULFyzt5s2bW71d9fjx4w3tDRs2VGVpqGMIpQEAAAAAAAAAAAAHtHnzZkP7oYceuuEq6evPvd727duVlZVVZbWhbiGUBgAAAAAAAAAAABzQwYMHDe2oqCirxwYFBSk0NNTSzs/PV1xcXFWVhjrGxd4FAAAAAAAAAHAcuQVFupCRZ+8ygJtyLjun3GOpaTkqzs++qXlv8/OQizNrxABUvyNHjhjaERERlRofERGhxMREw3ydO3euitJqjLy8PJ08eVKXLl2Sq6urGjVqpKCgIHl5edm7NIdCKA0AAAAAAADgluXkF+n5db/q27hzyisstnc5wE0xuf4hn/Cyjz3y790yFzS8qXl3TY1WSEPCDQDVKycnR0lJSYa+kJCQSs1R8vz4+PhbrqsmefLJJ3Xy5Enl5uYa+l1cXNSxY0f169dPkyZNUuPGje1UoeMglAYAAAAAAABwy55f96s2/ZZq7zIAABUpKpSupNi7irrBN1hytm8Md/HiRZnNZkvb1dVVAQEBlZojODjY0D5//nyV1FZTlLcdeWFhofbs2aM9e/Zo4cKFeu655zRr1iw5OztXc4WOg1AaAAAAAAAAwC3JLSjSt3Hn7F0GAOBGrqRIS9rau4q6YfJvUoNmdi0hMzPT0Pby8pLJZKrUHN7e3hXOWRfk5ORo3rx52rVrl/7zn//Ix8fH3iXVSjzEAgAAAAAAAMAtuZCRx5bdAADUMCUDZA8Pj0rP4enpWeGctZHJZFJUVJReeeUVffvtt0pOTlZ2drZyc3OVkpKi//znP3r88cdLvV7bt2/XyJEjVVRUZKfKazdCaQAAAAAAAAAAAMDBlHxOspubW6XncHd3N7RzcnJuqSZ76927t37//Xf9+OOPmj59unr16qXg4GB5enrK3d1dQUFBGjBggP71r3/p2LFj6tatm2H85s2b9c4779ip+tqN7bsBAAAAAAAAoK4wFcjkkmHvKmosJ5cr9i4BAKpMyZW++fn5lZ4jLy+vwjlrm6ioKKvPbdq0qWJiYvTggw9q9+7dlv6XX35Z48ePl5eXly1KdFiE0gAAAAAAAABsZu3Ee9XEt3b/AtsR5Bbm6r9/naefzu5SfnHejQeglLWP36tAr6CbGnubH38GAFS/ks8+Lrly2holV0aXnPPkyZM6efKkVXM1b95czZs3r3QN9uTh4aEPP/xQrVq1UmFhoSTp/Pnz+uabbzRkyBA7V1e7EEoDAAAAAAAAsJkmvh4KachKInt7fscs7TwTY+8yarXb6nsq2IfvZQC1R8kAOTs7W2azWSaTyeo5srKyKpzzww8/1Jw5c6yaa9asWZo9e7bV164pwsPDNWjQIK1fv97SRyhdeYTSAAAAAAAAAODA8orytO30NnuXAaAm8A2WJv9m7yrqBt9ge1cgf39/mUwmmc1mSVJBQYHOnz+vwMBAq+dISUkxtAMCAqq0xtqiZ8+ehlA6Pj7ejtXUToTSAAAAAAAAAODALuZcVF4RW3bfCndnd/l7+tu7DODWObtIDZrZuwpUE09PT91+++06deqUpS8pKalSoXRSUpKh3bJlyyqrrzYJCQkxtC9cuGCnSmovJ3sXAAAAAAAAAABATRYdEi13Z3d7lwEAlVYyRI6Li6vU+CNHjlQ43+zZs2U2m636rzZu3X2Nq6uroV1QUGCnSmovQmkAAAAAAAAAAMrg7uyuvqF9NbfbXHuXAgA3JTIy0tCOjY21emxqaqoSExMtbVdXV0VERFRVabXK2bNnDe3GjRvbqZLai+27AQAAAAAAAKCO+qDvBwr0tn4b17rG39OfFdIAarUBAwZo4cKFlnZMTIzMZrNMJtMNx37zzTeGdnR0tHx8fKq8xtrghx9+MLRLbueNGyOUBgAAAAAAAIA6KtA7UME+wfYuAwBgI1FRUfL399fFixclSSdPntT27dsVHR19w7HLli0ztAcPHmyTGmu6tLQ0ff7554a+nj172qma2ovtuwEAAAAAAAAAAAAH5OTkpLFjxxr65syZI7PZXOG47777Trt27bK069Wrp+HDh9uixBrvueeeU1pamqXt5uamfv362bGi2olQGgAAAAAAAAAAKxQUFOjy5cuV/q+oqMjepQOow6ZNm2bYdnvHjh2GLRtgLBoAACAASURBVL1LSklJ0YQJEwx9kydPlr+/v81qrA6vvvqqfvnlF6vPLyws1JQpU0qtGJ84caJuu+22qi7P4bF9NwAAAAAAAAAAFcjPz9fGjRsVHx+vwsLCSo+fPHmyGjRoYIPKAODG/P39NX36dE2fPt3S9+KLLyopKUn/+Mc/FBQUJEkqLi7Wl19+qcmTJyspKclyblBQkKZMmWLTGlNTU3X48OEyj12+fNnQjouLU0xMTJnn3nffffLw8Cjz2NatW/Xiiy8qKipKw4cPV8+ePdWyZUu5uBjj0vT0dG3ZskWvvfaaDh48aDjWokULzZw509rbwnUIpQEAAAAAAAAAqMDGjRvLDUsAoDaYNm2aYmNjtWnTJkvfu+++q/fee0/NmjWTn5+fEhISDNtUS5Knp6fWrFmj+vXr27S+r7/+WuPGjbPq3EWLFmnRokVlHktISFBoaGiF42NjYxUbGytJcnd3V9OmTeXn5ydnZ2ddunRJiYmJKi4uLjWuSZMm+uqrr9SoUSOr6oQRoTQAAAAAAAAAAOUoKChQfHy8vcsAgFvi5OSktWvXaty4cfrss88s/UVFRTp58mSZYxo1aqR169apW7du1VVmtcvLy9OJEydueF7//v21YsUKBQQEVENVjolnSgMAAAAAAAAAUI7MzMyb2rIbAGoaDw8Pffrpp1q3bp0iIyPLPc/b21uTJk1SXFycevToUX0F2tiMGTM0ceJEtW7dWs7Ozjc838fHR4888oh27NihzZs3E0jfIlZKAwAAAAAAAAAAAHXEsGHDNGzYMB0/flx79uxRSkqK8vPzVb9+fbVq1UrdunUr97nMtjJ27FiNHTvWptd46KGH9NBDD0mSsrOzFRcXp8TERKWmpiozM1PFxcWqX7++GjRooIiICLVp08aq8BrWIZQGAAAAAAAAAAAA6pjw8HCFh4fbuwy78PLyUqdOndSpUyd7l1JnEEoDAAAAAAAAAHATxo0bJ19f3xueZ805AAA4MkJpAAAAAAAAAABugq+vrxo0aGDvMgAAqPGc7F0AAAAAAAAAAAAAAMBxEUoDAAAAAAAAAAAAAGyGUBoAAAAAAAAAAAAAYDOE0gAAAAAAAAAAAAAAmyGUBgAAAAAAAAAAAADYjIu9CwAAAAAAAAAAoNYrKpSupJR9zDdYcubX8QCAuoufggAAAAAAAAAA3KorKdKStmUfm/yb1KBZ9dYDAEANwvbdAAAAAAAAAAAAAACbIZQGAAAAAAAAAAAAANgMoTQAAAAAAAAAAAAAwGYIpQEAAAAAAAAAAAAANkMoDQAAAAAAAAAAAACwGUJpAAAAAAAAAAAAAIDNEEoDAAAAAAAAAAAAAGyGUBoAAAAAAAAAAAAAYDOE0gAAAAAAAAAAAAAAmyGUBgAAAAAAAAAAAADYDKE0AAAAAAAAAAAAAMBmCKUBAAAAAAAAAAAAADZDKA0AAAAAAAAAAAAAsBlCaQAAAAAAAAAAAACAzRBKAwAAAAAAAAAAAABshlAaAAAAAAAAAAAAAGAzhNIAAAAAAAAAAAAAAJshlAYAAAAAAAAAAAAA2IyLvQsAAAAAAAAAgJoqryhPF3Mu2ruMW3Iu65y9SwAAAHUcoTQAAAAAAAAAlJBTmKOZP87UttPblFeUZ+9yAAAAajVCaQAAAAAAAAAoYeaPM7U1cau9ywAAoNbLysrSnj17dPToUV2+fFmS5Ofnp7CwMN19990KCQmxc4WoDoTSAAAAAAAAAHCdvKI8bTu9zd5lAABQpVJSUrR3717t2bNHe/fu1c8//6yMjAzL8WbNmikxMbHKrrdr1y69+eab2rJli/Lz88s9Lzg4WH369NGUKVMUERFRZdeviK1ei8TERIWFhVVZnStWrNDYsWOrbD57IpQGAAAAAAAAgOtczLlYJ7bsdnd2l7+nv73LAADY0I8//qg33nhDe/bs0ZkzZ6rlmunp6Zo0aZI++eQTq85PSUnR8uXL1blzZ5uG0vZ4LW6Vm5ubvUuoMoTSAAAAAAAAAFAHRYdEy93Z3d5lVKmCggJlZmZW6ZxXrlyp0vkAoDrt27dPX3zxRbVdLyUlRb1791ZcXFypY4GBgQoMDJS7u7suX76sxMREFRYWVltt1f1a3CpXV1f17t3b3mVUGUJpoJYpufXDmDFjtHLlSvsVBKBKzZ49W3PmzLG0t23bph49epR7vslksvz/Aw88oO3bt9uwutqH90wAAAAAKM3d2V3RIdGa222uvUupMvn5+dq4caPi4+OrNeAAgNrMx8enSj/Ic+XKFfXt29cQSDdo0EAvvPCCHnnkkVLbWufn5+vAgQPasmWLPv744yqr42ZU1WvRpEkTffvttzc19qWXXtJPP/1kaQ8YMED+/o6zowmhNAAAAAAAAABY6YO+HyjQO9DeZdwSf09/h1shvXHjRh0+fNjeZQBAjVWvXj117NhRnTt3VpcuXdS5c2clJCQoOjq6yq7x7LPP6tChQ5b2Aw88oM8//1yNGjUq83w3Nzd17dpVXbt21ezZs5Wenl5ltVTElq+Fh4eHevXqVelx6enpOnjwoKHPUZ4lfQ2hNAAAAAAAAABYKdA7UME+wfYuA9cpKChQfHy8vcsAgBpp4MCB6t27t1q2bCknJyfDsYSEhCq7zvbt27V8+XJLu3PnztqyZYu8vLysGm8ymVS/fv0qq6cs1fVa3IzVq1crNzfX0g4ICFD//v3tWFHVc7rxKQBQscTERJlMJst/jvbpnRtZuXKl4f7ZGhhATVbX37OtERoaanl9QkND7V0OAAAAgBvIzMy0y5bdLi4u8vHxUV5RnlIyU3Q2+1y55xaai6qxMgD4fy1atFBERESpELaqPfvsszKbzZKuvj8uXbrU6kC6ulTXa3EzSuYKf/7zn+Xi4lhrix3rbgAAAAAAAAAAqAbhd4Zreux0bTu9TXlFeQoqKNTX5Zx7Meeimqh5tdYHANVl3759OnDggKU9ZMgQtW3b1o4V1S5Hjx7V7t27DX2OuJCEUBoAAAAAAAAAACu5uLjorrvu0t5Ge7U1cau9ywEAu1u2bJmhPXr0aDtVUjt98MEHhnb79u0dMtQnlAYAAAAAAAAAOKRx48bJ19e3Suf08fFRsVOxFn66sErnBYDaavPmzYZ2jx497FNILVRcXKxVq1YZ+hxxlbREKA0AAAAAAAAAcFC+vr5q0KBBlc+bkpmivKK8Kp8XAGqbs2fPKjk52dIODQ2Vn5+fJCkzM1Nr167Vp59+qqNHjyo1NVW+vr5q0qSJunXrpoEDB6p///4ymUz2Kt/uvv/+e50+fdrSdnV11aOPPmrHimyHUBoAAAAAAAAAAABApe3bt8/Qbt68uSQpJiZGY8aM0ZkzZwzHL168qIsXL+rQoUP697//rY4dO+qdd95Rly5dqq3mmmTlypWG9sCBA+Xv72+fYmyMUBqoYzIzM3X48GH9/vvvunTpknJycuTn5yd/f3916NBBd955p71LNEhLS1NsbKxSU1N14cIFeXh4qHHjxmrfvr0iIiJuae6MjAwdOHBA8fHxSktLU15enry8vNSgQQOFhoYqIiJCgYGBVXQn1aO4uFh79+7VsWPHdP78eRUVFSkgIEBhYWGKioqSq6urvUu0mi2/9mU5dOiQjhw5otTUVGVmZiowMFCPPfZYha9ZcnKyDh8+rISEBKWnp0uSGjZsqODgYN177702+SR2TRIfH6/ffvtNFy9e1B9//GH5GrVq1Urt2rWTm5vbTc2blJSkvXv36ty5c0pPT1fDhg0tn55s3LhxFd/F1fvYs2ePzpw5I2dnZwUEBKhLly5q1apVlcx/8OBBxcXF6fz588rNzVVAQIBCQkJ03333ydPTs0qucb2ff/5Zx48fV2pqqnJzc9WsWbNa8enKvLw8/fjjj0pOTlZqaqqcnZ3VuXNnPfDAA+WOKSgoUHx8vOLi4nT27FllZGTI29tbDRs2VMuWLdWhQwe5uNScv+7m5+frp59+UmJioi5cuKDi4mI1btxYd9xxh+655x45Ozvbu0QAAAAAgIMrLC7Uuexz9i6jTgj0CpSLU835vYStHD9+3ND29fXVRx99pMcee0xms/mG43/55Rc98MAD+uSTTzR06FBblVkjZWRk6IsvvjD0OerW3RKhNFAnHD16VJ9++qm2bt2qn3/+WYWFheWe26RJEz3xxBN66qmnbhiohYaG6tSpU6X6P/jgA33wwQfljluxYsUN31j/85//6PXXX1dsbGy59d5+++165plnNGnSJLm7u1c43/X279+vl19+WZs3b1Z+fn6F54aFhenhhx/WE088YQhCExMTFRYWVuaYcePGady4ceXOmZCQoNDQUKvrtcb58+c1d+5cffbZZ7p06VKZ59SrV09Dhw7V3Llz1axZswrnu/vuu3X48GFL+/jx42rRokWlasrKylKTJk2UmZkp6WpYm5qaesOg0hZf++3btys6OtrSnjVrlmbPnq3CwkK9++67+ve//22432uGDRum+vXrW9qFhYWKiYnRunXrFBMTU+b3/zUmk0n33HOPpk6dqsGDBzvMFjQXL17UokWL9Omnnxq2lSnJ29tbDz30kP7yl7+oX79+N7z/4uJirVy5UosXL9ahQ4fKPMfJyUldunTR9OnTNXDgwFu6D0n65ptvNGPGDP38889lHm/VqpUWLlx4U9fKyMjQwoULtWLFilKfBr3Gw8NDffv21bx583T33XdbNe/KlSsN7y/X3k9zcnL0+uuva8WKFUpISDCM8fPz06OPPmrT92xrjB071nCda++FycnJmjdvntasWaO0tDTDmMGDB5cKpS9evKg1a9Zo06ZN2rVrl+U9pize3t4aOXKkXnjhBYWHh1eqvmtOnTpV4ffvmDFjSn2itaRDhw5p7ty5+uqrr8qtt379+ho9erReeuklBQQEVDgfAAAAgNrH39MxV72h9jmXfU59P+9r7zLqhK3DtirYJ9jeZdhcyd/nHDt2TBMmTLAE0k2bNtXo0aMVGRkpb29vJScna9OmTYbnUOfm5mrkyJGKjY1Vx44dq7V+e1qzZo2ys7Mt7cDAQPXr18+OFdmWk70LAGBbmzZt0l133aXZs2frp59+qjCQlq4+/2HWrFlq06ZNqW03qsP58+cVHR2tQYMGaefOnRXWm5SUpGeffVZt27bViRMnrJr/1VdfVefOnfXFF1/cMJCWroYmb731lj755BOr76G6rVmzRuHh4Xr77bfLDaSlqyHZhx9+qLvuuktvv/12hXOOGTPG0P7www8rXdfnn39uCF9GjhxZYSBt6699SZcvX1Z0dLSefvrpMgPpsowcOVL9+vXTsmXLKgykJclsNmv37t0aOnSo/vSnPykrK+um6qxJ/v3vfyssLEyvvfZahYG0dPVDCRs2bNDDDz98w9cqJSVFnTt31vjx48sNpKWrwfVPP/2kQYMGqX///srIyLip+5CkqVOnqk+fPuUG0pJ05MgRDRo0SPPmzavU3Dt27FB4eLheeeWVcgNp6epftjds2KDIyEjNmDGjUte43qlTp9SpUyfNnDmzVCBd08XExOjuu+/We++9V+ofMGW5fPmybrvtNj355JMVBrzXZGVladmyZbr77rtvGBzbQmFhoZ566im1a9dOa9eurbDetLQ0vfXWWwoPDzf8owwAAACAY3AxsTMSAMdU8nc6hw8fVl5enqSriwDi4+O1YMECjRgxQgMGDNDEiRO1adMmff/994YFQfn5+Ro1atQNMwxHUvL3VX/+859r1K5/VY1QGnBwubm5pfo8PT115513qmPHjurUqZPCwsLk5GR8O0hJSVGPHj105MiR6ipVx44d0z333KPt27cb+k0mk0JDQ9WpUye1adNGPj4+huNHjx7Vvffeq6NHj1Y4/7Jly/Tiiy+quLjY0F+vXj21adNG99xzj9q1a6eQkJBas6r1/fff16hRo0qFcz4+PmrdurUiIyMNP9ilq1vk/u1vf9PcuXPLnXf06NGGbWQ/+ugjq7ZauV7JFYclg+7r2fprX1JhYaEGDRqkH374wdLXoEEDtW3bVm3btpWfn1+Z48r689S4cWNFRESoa9euateuXZnP+1i/fr0GDx5c6nuvNnnmmWc0ceLEUqGas7OzwsLC1LlzZ7Vp06bS22snJCQoKipK+/fvN/Q7OTmpefPm6tSpU5kr+7/66itFR0fr8uXLlb6XF154QYsWLbK069Wrp9atW6tTp05l1j9z5kytX7/eqrk3b96svn376vz584Z+Dw8Py3bSJa9RVFSk+fPna/z48ZW+lytXrqh3796Ki4uz9AUEBFi2uff29q70nNXlwIEDGjx4sGXre0lq1qyZOnXqpBYtWpS5dX5RUVGpf5hc+x6MjIxU165d1bJly1I7KOTl5WncuHE39QGbm5Wdna0BAwborbfeKvVnv0mTJoqMjFSHDh1KrYrOyMjQ4MGDtXbt2mqrFQAAAAAA4GaV9yH8gQMHavny5fLy8irzeHR0tDZu3GjIJo4dO6Y1a9bYpM6a5sSJE4bfT0uOvXW3xPbdQJ3g7Oysvn37atCgQXrwwQfVvHnzUiF0RkaGvvzyS82dO9cS8GVnZ+vRRx/V/v37ywxpP/74Y+Xk5OjcuXMaPXq0pb937956/vnny62ndevWpfqys7M1ePBgwyq/sLAwvfDCC3rkkUcMW4lf20J5xowZliDrwoULGjFihH766acyt3POy8vT1KlTDX3Dhg3Tiy++qA4dOpS6v4yMDO3bt09btmzRRx99VGq+Jk2a6Ntvv5V0dQvg6wOu559/Xr179y73/ps0aVLuscrYv3+/nnzySUPYcfvtt+v111/XoEGDLK9DUVGRYmJiNGXKFMOK4FmzZqlz585lbgdy22236aGHHtLWrVslSSdPntQPP/yg+++/36raTp8+bQiYW7ZsqS5dupR5rq2/9mVZunSpzp27+uycXr16ac6cObrnnnssfy7MZrO+++67Mp/36+/vr+HDh+vhhx9Wly5dygyhjx8/ruXLl2vx4sWWIPu7777TkiVL9Pe//92qGmuSJUuWaMmSJYa+5s2ba+bMmRo0aFCprf5Pnz6tr7/+Wp9++qm+//77cuctLCzUqFGjlJSUZOlzcXHRc889p6eeekpBQUGW/hMnTujVV1/V0qVLLX2//PKLnnjiCX322WdW38vOnTst32tdu3bVvHnzFB0dbfkEotls1o4dO/TEE0/o999/t4x7+umnNWjQoAo/qXj69GmNHj3a8OGFRo0a6dVXX9XIkSMNH6rYvXu3pk6daviL5/Lly9W5c2dNnDjR6vuZP3++5Xt5xIgRmj59utq2bWs5XlBQoJiYGElV+55dFZ544gllZ2fLw8NDzz33nCZOnKjg4P/f0iotLU2//fZbmWM7deqk//qv/1KfPn3UunXrUn/2CwsLtWPHDi1atEhff/21pf/JJ59UdHS0QkJCSs05depUy+syevRoy+saGBhY5s+Ba67/Pi15f9df28fHR3//+981bty4Uo9/+PXXX/Xyyy9r3bp1kq6+b48fP17t27e/4bbjAAAAAAAA9uTh4VGqz8XFRW+//fYNF391795djz32mGHF8HvvvadHH320qsuscUou6urQoYPatGljp2qqB6E04OA6duyoEydO3PAZwvXq1dOf//xnDRs2TMOGDdOWLVskSQcPHtTWrVvLDC67desm6erzla932223qVevXpWqc8qUKYZV2QMHDtQnn3xSamWsdPUHWt++fRUdHa1Ro0bpiy++sNT6zjvvlBn6fffdd/rjjz8s7ccee6zCZ6jWq1dPDz74oB588EHNnz9fycnJhuMeHh6Weyx5LCIiotL3X1lms1ljx45VQUGBpa9du3bavn17qZXRzs7O6tOnj3r06KH+/fsbQsLx48frxIkTZYavY8aMsYTS0tUfktaG0qtWrTKE5RWtkrb1174s18KmZ555RosXLy513GQylfk1nDFjhtq3b1/mX7SuFx4ervnz52v48OHq2bOn5XvvjTfe0FNPPVWrtmA5dOhQqcDyT3/6kz766KNyPwQQEhKiCRMmaMKECfrll1/KfT79kiVLtGfPHkvbzc1NGzduVN++pZ9r1KJFC73//vvq0qWL/vrXv1r6V69erZEjR2rIkCFW3c+1QHrs2LFaunSpYUcA6erXvkePHtq5c6ciIyMt22+npKRo8+bNGjx4cLlzT5o0ybBdUUhIiHbt2lXm+++9996rHTt2aOzYsVq1apWlf8qUKRo0aFC5QWdJ176X//u//1uTJ08uddzV1dXy/l2V79lV4dy5c/Lx8dFXX32l++67r9Tx+vXrq3v37oY+b29v7d69W/fcc0+Fc7u4uKhnz57q2bOn5s2bp5kzZ0q6+sndt956SwsXLiw1JiIiQhEREZKM/5i6/v3eWqtXrzasym7RooW+/vprtWjRoszzr23vvWjRIssHqDIyMjRlyhRt3LixUtcGAAAAAACoTmX9Hrdv375lLgooy1//+ldDKL1nzx7l5+eXehTktYUX1rDH77oqw2w2G34nKDn+KmmJ7bsBhxcWFnbDQPp6Hh4eWrVqlWH74hUrVtiiNIvTp08bVj+2bdtWa9euLfOH2fXc3d310UcfKTQ01NK3ZMkSFRUVlTq35PbOkyZNsro+Nzc3NW/e3Orzq8O3336r//3f/7W0vby89OWXX5YKpK/n7u6u9evXG1Zqp6amlvu87CFDhhi+D9atW1fm9tVluT6McXJyMqzKvF51fO3LExUVpTfffNPq86WrQeKNAunrRUZG6rXXXrO0U1JS9M0331TqmvY2f/58w4cf7rvvPq1evdrqVekdO3Ysczv0oqKiUquv58+fX2Ygfb2//OUvpVYSv/HGG1bVck2nTp303nvvlQqkr9e4cWO99NJLhr6vvvqq3PPj4+MNzwF2+j/27juuyWv/A/gnCQl7IyAy3EVsnbgnorZqrVoX1F2rdbTX9tZaV71aO2yt12uH1dKqOOptb7XaqtW6Z91iHbhBRZChbAiQ8fuDnykPPCEJJATw8369fL085znneb4hyQnk+5xzpFL8/PPP5Y6/UqkUa9asEdwBmZeXh2+++caYh6ETEREhmpCuCT7//HPRhLQ+9vb2BhPSpb3//vuCG2osvbe0VqvFwoULdWUHB4dyE9Ilvfvuuxg+fLiu/Ntvv5m8PQEREREREZWlKShAYcIDs/7TJD5EnQyt4J9Hlv6tz7QmfGdBRFSTiH2X26NHD6P7t2vXTjBpSqlUCr77fqJPnz5G/6vuDh06JJg4olAonorZ4TVnqhYRVRkPDw/069dPtyTuiRMnLHq9r7/+WrBH6NKlS41OeDk4OODtt9/WJWTu3r2Ls2fPokOHDoJ2+fn5grLYXqU1SclELgC8/fbbCAwMNNjP1dUVCxcuFCT1vv32W9G9bO3s7DBixAhERUUBADIzM7Ft2zZERESUe41Tp07h+vXrunJ4eDj8/f1F21bFc6/PBx98UCV7h0dEROD111/XJcxPnDiB/v37W/y65pCUlCTYw+VJErX08v8VsWfPHty/f19XDgoKMjqx+tFHH2H9+vXIy8sDABw7dgyxsbFo1qyZUf0/+OADo8aAESNGYOrUqbpy6X2vS/r+++8F+65HRkbqXbK+JBsbGyxdulSQjI+KijLp9bl48WKj2lU3gYGBmDRpUpVca9SoUTh69CgAICUlBbdu3bLYsth79uwRLP0+Y8YMoxLST8yfP1+3n7RWq8Uvv/yC9957z+xxEhERERFZRJESyEmu8stKszLhhkzRY48/eg+Pjx+HtrDQ7Nf9tlTZxl4N6JmcV5SaBoVX9Zr0QE8nHwcf7B6623BDqjQfBx9rh1AlfHzKPs6mTZsa3d/GxgaNGjXC5cuXdXUpKSlmia26Kj1p4sUXX4Snp6d1gqlCTEoTkaiS+10+ePAAqampqFOnjkWu9WSpcKB4v2VTl9YovX/z0aNHyyQmSy+Fu3HjRrRp08bESKuPI0eOCMoTJkwwum9kZCTefvttXaL+3LlzyMvLg4ODQ5m248aN0yWlgeIlvA0lpUvOkn5yDn2q4rkX4+Pjg169epl0rYpydHSEt7c3kpKSAAAXLlyokuuaw/79+wWzz/v164cmTZqY5dyHDx8WlMeOHWv0suYeHh4YPHiwYJb/kSNHjEpKu7q64vnnnzf6OoGBgbo9r0sm0Usr/XheffVVo64BFN/l6e/vr9sKIDk5GTdu3MAzzzxjsG+7du1q7J7DI0eONMsNDsYovYfzhQsXLPZzKzmuAcCYMWNM6t+iRQv4+vri4cOHAIrHNSaliYiIiKjaK8wDtk8Hru8CVMatsmZOrgDe0nfQCYBxfwYSPRVspDao51TP2mFQLSL2nZyLi4tJ5yjdPj09vVIxVWc5OTnYsmWLoO5pWLob4PLdRE+VjIwMfP/995gwYQLatGmDunXrwtHRERKJpMy/Tz75RNA3LS3NIjGlp6cL7oBq06aNyUmK0jOES+5P/ESvXr0ES/UuX74c06ZNw507d0yM2Pri4+N1+8gCxTNMTZmF5+LigtDQUF1ZrVbjzJkzom27dOkiSELu3btXlygRU1hYqJthDxTvzT1kyBDRtlX13IsJDQ2t9CzpK1euYNGiRRg0aBCaNGkCLy8vKBQK0ffTk4Q0YLn3kiU8mVn6hDlneJfcSxqAyTcJhIeHC8onT540qp+przNvb2/d/zMzxe+6LygoQExMjK4sl8tNWpJaKpUiLCxMUGfs4zFmNnZ1VdnYi4qK8Ntvv+HNN99E9+7d4e/vDxcXF0il0jLvwdI3IljyfVjyfePo6Ijg4GCTz1FyzyVjxzUiIiIiIqvaPh24stUqCWkiIrKukJCQMnUFBQUmnaP0tpFiE6i0Wq3R/6qzn3/+Gbm5ubqyj48P+vXrZ8WIqg5nShM9BXJzc7Fo0SJ88cUXJn8YeJrjtgAAIABJREFUPJGRkWHmqIpdv35d8CGxa9euSicLHz9+XKYuICAAr776qmDW7zfffINvvvkGbdu2Re/evdG9e3d07NgRHh4elbq+pd29e1dQbtGihcnnaNmypSBx8mQmqJixY8fq9tZVq9XYtGkT3nnnHdG2O3bsEPz8hw8fLvoLBFB1z72Y0rMmTXHp0iW88cYbZWarG8tS7yVLuH37tqBc8maGyqrs67hly5aCcnmv4ZJKJpmN4ejoqPt/6W0Annj48CEKSywDFxwcDIVCYdJ1WrZsiQ0bNujKxj6eyryWra2isWu1WqxZswZz586t8FJOlnwflkwi5+bmVno2uLHjGhERERGR1RQpi2dIExHRU8nT01Ow2iAAwaQqY5T+jqc2L2Vdeunu0aNHG72CZE3HmdJEtVxaWho6deqEpUuXVjghDZh+Z5OxHj16ZPZz6pvN+MUXX2DgwIFl6s+dO4dPP/0UAwYMgJeXF1q3bo25c+fiypUrZo/NHEovXeLl5WXyOUr3KW85lDFjxgiSxaWX5y4pOjpaUC5v6e6qfO5LM3X5mCd27NiB0NDQCiekAcu9lyyhdDLM1IRueUq+5qRSqck3g5jyGi7Jzs7OpOsYo6rfkyVV9LVcHVQkdo1Gg7Fjx+K1116r1N5Clnof5ubmmv3cxo5rRERERERWk5PMGdIGaFQA7E3/W5GIqKZ46aWXBOVz584Z3Tc5OVm3rd0TpuxJXZPEx8eX+W75aVm6G+BMaaJab/jw4bh06ZKgLiAgAGFhYQgJCYG/vz+cnJxgb28vmM21fv16waw9S7HEbDWNRiNab2dnh+3bt+O///0vPvvsM8Fyu09otVrExMQgJiYGn3zyCQYMGID//Oc/1WrP1pycHEG55ExOY5Xuk52drbdtUFAQevbsiYMHDwIA/vrrL8TExKBVq1aCdmlpafj999915QYNGqBbt256z1uVz31pcrnc5HPfuHEDw4YNE8yIlUgkaN++PTp37oyGDRvC19cXdnZ2ZRKfo0ePNvnuwOqg9OvCycnJbOcu+TrWN5u+PKa8hi2tqt+TJVXktVxdVCT2xYsXY+PGjYI6FxcX9OzZE23btkVAQADc3NxgZ2cnOP/Fixcxc+bMSsdsiCXGteq+5BQRERERERmW/cAO9ja21g6DiMhihgwZgq+++kpX3rZtG5YvX27UCnI///yzoNysWTP4+PiYPcbqIDo6WvBdT9u2bfHss89aMaKqxaQ0US3266+/4tChQ7qys7MzvvnmG0RGRhr8MNi/f7+FoytWOhkVFhaGuXPnVuqc7u7ueo9JJBJERkYiMjISV69exd69e3Ho0CEcO3ZMdI/RnTt34siRI9i5c2e5CdaqVDoxWHL/CWOV7uPs7Fxu+3HjxumS0kDxTQulk9I//PADioqKdOWxY8eWuxx3VT/3lTV79mzBDMj27dsjOjraqP1iK7ssubWUfl3k5ORUaBawGCcnJ90M0Ly8PJP7m/oatiRrvCefRsnJyfj0008FdXPmzMHcuXMN3jChVqstGZpO6XHNw8MDP/74Y5Vcm4iIiIiIqh+tzBaaoF6wH/8h5L61M8FCRAQAPXr0wDPPPIPr168DKN6aLjo6GhMmTCi3X15eHpYtWyaoGzFihMXitCatVltmFdKnaZY0wKQ0Ua323//+V1BevXo1IiMjjepbVXtYlk5w2dnZoXfv3lVy7ZCQEISEhGDGjBnQarW4du0a/vjjD/z88884duyYrl12djaGDRuG27dvm3WmaEWVTrxWZBns0gl4Q8ncoUOHYvr06brE2Q8//IDPPvtMsNdFyQ9UiUSCsWPHlntOaz73psrJycHOnTt1ZR8fH+zevdvoJLixSzFXN6WX1E5JSUH9+vXNcm53d3ddUlqj0SA9Pd2kmwpMfQ1bkjXek0+j7du3C/b1njx5Mj7++GOj+lbVZ5qbmxtsbGygUqkAFO9DXl3HNSIiIiKiKjFhN+DiZ/HLZGZlYu3ataLHeu3bD4cSf0sAQODGTVBUMkn8MC8Z434X37Ysul80fB18IHHygUxuB1mlrkREVP3JZDJ8+OGHGD58uK7u7bffRsuWLdGmTRvRPmq1GhMnTkRcXJyuztHREW+++abF47WGo0eP4s6dO7qyQqHAK6+8YsWIqh6T0kS12MmTJ3X/9/T0NOkOo6raT7lBgwaC8q1bt6rkuqVJJBI0a9YMzZo1w4wZM3D06FG8/PLLukRRSkoKNmzYgKlTp1olvpKCgoIE5YsXL5p8jtJ9Sp+zNCcnJwwdOlSXeE5OTsaePXswYMAAAMWvl5L7hHTt2hUNGzYs95zV5bk3xvnz5wXLdkdGRhqdNLx161aN2ke6pCZNmghWTTh79izat29vlnMHBQUhPj5eV7548SJ69uxpdH9TX8OWVLduXSgUCt1r5Nq1aygsLIRCoTD6HNXp8VRXJT/TAGDatGlG962qzzSJRIKgoCDcvn0bQHFSOjExEX5+lv8SjoiIiIioWnLxA9wt//eNBunIgKvoscJ8OeS5RcJK53qAe71KXVMtt0GiXPzrdbVrPcCpcucnIjKn48ePC272f6L0d1JKpRL79u0TPYefnx9CQkL0XmPYsGHo0aMHDh8+DADIzMxEWFgYPvjgA0yYMAEuLi66tmfPnsW7774rWOkVAP7973/D09PT2IdVIVXxsxCzbt06QXngwIFlJgXVdkxKE9ViJfewbdy4MWQy4+7LzMrKEiQYDSm9FLgp+1/6+/ujcePGuoTkzZs3cf/+fQQEBBh9Dkvo1q0blixZgtdee01Xd+zYMdGkdGUef0XUr18fPj4+uuf37t27uHPnjsEk8BPZ2dk4e/asrmxjY4PQ0FCD/caNGyeYDb1+/XpdUrr0siPjxonfKVxSdX3uxZTeD/qZZ54xuu+BAwfMHU6V6datG1atWqUr79q1y6REYHk6duyo+wUVKP45mZKULv1z7dixo1niqgiFQoHWrVvj1KlTAIDCwkIcO3YMvXr1Mqq/Vqst8wu4JR9PVY9Z5lKV78OSPyNTfz5hYWG6pPSTa48ePdqkcxARERERERERmdOoUaNw9+5dg+2Sk5PRp08f0WPjxo0rk1gtbfPmzejSpYtu9nNWVhbeeustzJo1C40aNYKjoyMSEhLw8OHDMn0nTZqEyZMnG34wlVRVP4uS8vLyyuyd/bQt3Q0AhncYp1pFqVTiwIEDWLlyJT766CMsXboUmzdvFiwZQLVHyS/SS87yNGTNmjVQKpVGt3d0dBSUTd0f9oUXXhCUv/rqK5P6W0qXLl0EZbE9p4HKP/6K6NGjh6Bsygfg5s2bBXeChYaGltkHVUxYWJhg9uavv/6KjIwMaDQabNy4UVdvb28vWKalPNX1uS+tdFLK2PeTVqvFN998Y4mQqkR4eLhgifbff/8dN2/eNMu5S7+GN27cqFvy2JD09HT88ssvgrru3bubJa6Kqsx7cu/evbh//76uXLduXTRt2tRcoZVhjTHLHCr6PoyJicGff/5p0rVK/oxqy2caEREREREREZGl1a1bF0eOHCkzCaqwsBCxsbE4e/ZsmYS0VCrFwoUL8e2331ZlqFVqy5YtyM7O1pV9fX3LfIf0NGBS2goWLlwIiURS4X8VuXsiNTUVb7zxBry8vBAeHo7p06dj/vz5mDVrFl555RU0atQIoaGh2L59u/kfMFmNr6+v7v9XrlxBRkaGwT4PHjzAokWLTLqOi4uLYBZ2yT0gjPH2228LEl9ffvklzp8/b9I5LMHYPV5LL7Fh6uOviJIzuIHiZU0SEhIM9svKysLChQsFdZMmTTLqmhKJBGPGjNGVlUolfvrpJ+zbtw+JiYm6+iFDhgiWYilPdX3uSyv5XgIg2HO8PN988w1iYmIsEVKV8PHxQUREhK6s0WgwceJEaDSaSp+7b9++CAwM1JXj4uKMTt69//77gkRht27dEBwcXOmYKmPixImQSCS68qZNm4xacUKtVmPWrFmCutLvb3Or7JhtLRV5H6rV6grN7i85rj969EjwR4MhgwcPRuPGjXXlU6dO1eibU4iIiIiIiIiITOHv748///wTX331FRo1aqS3na2tLYYMGYKLFy/iX//6VxVGWPWio6MF5VGjRgm+F39aMCn9FDh06BBCQkLw9ddfIzc3V2+7c+fOYfDgwRg3bpxJs2qp+urcubPu/4WFhZgzZ0657VNTU/Hiiy8albwuSS6XC2b1xcTECJYuNaRhw4aYOHGirpyfn48XX3zR5JltBw4c0Lu8x/vvv2/STEytVotly5YJ6tq2bSvatnnz5oLyr7/+iqKiItG25tK7d2+0aNFCV87NzcWgQYOQmZmpt09hYSGGDx+OpKQkXV3dunXxyiuvGH3dsWPHCsrr168v84FqzNLdT1TFc28Obdu2FewPvHXrVpw4caLcPjt27MA///lPi8VUVebMmQNbW1td+ejRo4iIiDB6n+yzZ8+Kvi5lMhlmzJghqJs9e7ZgD2sxa9aswcqVKwV177zzjlGxWFLTpk3x4osv6soajQZDhw4t92YRrVaL1157TbBfjaOjI6ZMmWLRWCs7ZltLyc80oHhcF9v/5wm1Wo1XX33V5PEEEI7rWq0WW7ZsMbqvTCbD4sWLBXUzZsxAVFSUSTHcuHEDkydPxoMHD0zqR0RERERERERUWnx8PLRabaX+mbIyoI2NDaZPn45bt27h0qVLWL9+PZYsWYKPP/4Y3377Lfbs2YPHjx9j69atePbZZy33wEVU9c8CAPbt2yfo//nnn1vmwVVzTErXcseOHUP//v3LzPh0c3ND69atUb9+/TL7DK9fvx6RkZE1Zo9J0q90AnHVqlUYN25cmf0SsrOz8f3336NFixa6WZ3NmjUz6Vp9+/bV/V+tVqN79+5YtGgRfvnlF+zduxf79u3T/SuZFH1i+fLlaN26ta6clJSE7t27Y8KECTh58qRoMjknJwfHjh3DvHnzEBwcjPDwcPzxxx+i8V26dAljxoxBvXr1MHXqVOzevRuPHj0q006j0eDYsWPo27cvtm3bpqt3cHDQm7z19vZGy5YtdeWbN2+iU6dOWLFiBXbs2CF47Pv27TNpaXR9JBIJ1q5dC7lcrqs7f/48WrVqhS1btghuLNFoNNi7dy9CQ0PL/HzWrFkDOzs7o6/bpEkTQWLo+PHjgmRNvXr10Lt3b5Mei6Wfe3NwdHTE0KFDdWW1Wo1+/frh22+/LfN83rx5E9OmTcOgQYNQUFAAb29veHp6Wiw2SwsJCSnzS9L//vc/NG/eHNHR0UhPTy/TJyEhAd999x3CwsLQrl070TZAcaKuQ4cOunJBQQH69euHefPmlRkn7ty5g9dffx2vvfaa4PNp5MiRGDRoUGUeotmsXLkSbm5uuvLdu3fRunVrrFmzpsxNYSdPnkTPnj3L/AL7+eefw8/Pz+KxVnbMtoYhQ4bA2dlZVz5//jzCwsJ0e3k/oVKpsGfPHnTo0EG3331lPtMAYOrUqXjzzTexefNm7NmzR/DzuXr1apn+EREReP3113XloqIiTJ48GeHh4dixY4foTYJFRUW4ePEi/vOf/+hm/0dFRVn8JiciIiIiIiIiIkt69tlnMWbMGLz33nuYM2cOJk2ahL59+xq1pSTVLk/f3PBq6PPPPxcktAwx9svq9PR0jBw5UjCLKCgoCCtWrMBLL72kW2Y0ISEBH374IVavXq1rt3XrVixfvrxWzPJ7mvXt2xf9+/fHrl27dHXr16/H+vXr0bBhQ9SpUwcZGRmIi4sTJDFfeeUVNGnSxKRlvKdNm4bVq1frEnSJiYlllol+Yu3atWWWobe3t8evv/6K/v3749KlSwCKEwvr1q3DunXr4OjoiICAALi6uiIvLw/p6el48OCByTdPpKSkYNWqVVi1ahWA4pnCXl5ecHR0RG5uLuLi4pCTk1Om37Jly1CvXj29533nnXcENwGcO3dO79K9cXFxqF+/vklxi2nTpg2+/vprTJkyRbeccnx8PIYNGwZnZ2fdTSd3794VTQouWrSoQvtWjBs3TjBLuOSM2dGjR0MqNe1+p6p67itr8eLF2LlzJ7KysgAUL4X++uuvY8aMGWjatClsbW2RlJQkmBkrk8mwbt06TJ06VfQmiJrijTfewJ07d7B8+XJd3e3btzF+/HjIZDIEBQXB09MTBQUFSEpKQmpqqlHnlclk+OGHHxAWFoZ79+4BKE7Mffzxx1iyZAkaNGgADw8PpKamIj4+vkz/Nm3aVKtlkf39/bFx40YMHTpU975IS0vDxIkT8cYbb6BBgwawt7fH/fv3kZKSUqb/q6++avFZ0k9Udsy2Bk9PT7z//vuC5c5PnTqFjh07wsfHB4GBgVAqlbh7967ufQoAwcHBWLJkiUk3L7z44ot45plncP36dQDF2xV89dVXokvMjxs3TvTu2C+//BLp6en46aefdHUHDhzAgQMHYGNjg6CgIHh4eEClUiEjIwMPHjzgSjVERERERERERFRrMSldDbRt2xY9e/Y0+3mXLl0q2Oe1QYMGOHbsWJmktr+/P1atWoXAwEDMmzdPV//BBx9gwoQJevfRpZph06ZNeP7553H69GlB/Z07d3Dnzp0y7SMiIrB27Vp8/PHHJl2nadOm2LBhAyZMmCCa1DXGk70mpkyZgk2bNgmSjrm5ubh27ZrBc5Tco9YYSUlJ5c4CtLe3x/LlywUz3sSMGTMGly9fxtKlS6s0WTpp0iS4urritddeE+x5mp2drUvwlmZra4tly5Zh+vTpFbrmiBEjMGPGDNEZ36Ys3V2SNZ57UzVq1Aj/+9//MHToUMFrXKlU4q+//irT3s7ODuvWrUO/fv0sGldV+fe//43GjRvj3XffFeznrFar9Y4nxmjYsCGOHz+OQYMGCfYT12g0uH37tt5lpfv164cff/xRMHO2OhgwYAD27NmDESNGCBLP+fn5ojNqgeLk/KxZs0wedyvDHGO2Nbz77ru4ffu24EY6AEhOTkZycnKZ9s899xx27dqFW7dumXQdGxsbbNmyBYMGDarw0uZyuRw//vgj2rZti4ULFwpuElSpVOW+vp/w8vKCvb19ha5PRERERERERERUnXD57loqNTUVX375paAuKiqq3FnWc+bMQffu3XXlzMzMp3Zd+9rEzc0NR44cwfvvvw9XV1e97Zo3b44ffvgBmzdvFuyda4phw4bhxo0bWLJkCZ5//nkEBATAyclJNyvfGI6OjtiwYQNiYmIQGRkpWApXn+DgYMyYMQMnTpzAkSNHRNtERUVhzZo1GDp0KHx8fAye08PDA1OmTEFsbKzBhPQTn376KWJiYjBz5kx07doV3t7eJi2NXVEjRozArVu3MH36dHh4eOht5+zsjLFjx+LatWsVTkgDxa8psRmHoaGhJi+RW5Klnntz6tu3L86cOYOBAwfqbWNjY4Nhw4bh4sWLGDlypMVjqkrTpk3D7du38Y9//MPg+8jNzQ2RkZHYv3+/wZUB/P39cebMGXz33Xdl9mgvSSKRoEOHDti+fTt27dpV7RLST/To0QO3bt3C3Llzy/3ctbOzw+DBg3HhwoUqTUg/YY4x2xpWrVqlW/FDH29vbyxevBhnzpyBv79/ha7TvHlz/PXXX1i7di2GDRuGpk2bwtXVtcy2J4bMmjULcXFxmDlzplE3z/j6+mL06NHYunUrEhMTjfrMIiIiIiIiIiIiqu4kWm4cXOUWLlwoWBb54MGDZp8p/eWXX+If//iHrty9e3ccPnzYYL8DBw4gPDxcV/b19UViYqJVv6C+cuWKYKP7y5cvl5u0IP2USiX+/PNPxMbGIj09HQqFAn5+fmjXrh2aNm1q7fBEaTQanD9/Hjdu3EBaWhqysrLg4OAANzc3NGrUCCEhIahTp47J542Li8P169dx9+5dZGZmorCwEE5OTqhTpw6ee+45hISEwMam5i0moVarcfr0ady8eRMpKSnQaDSoU6cOGjZsiM6dOwv2oK7uLPXcm0tSUhKOHj2KhIQE5OXlwcXFBY0bN0bnzp2NSqjXdFqtFjExMYiNjUVqaiqys7Ph6OgIX19fhISE4NlnnzU5effEvXv3cOrUKSQnJyMrKwvu7u6oW7cuOnfuDG9vbzM/EsuLiYnBlStXkJKSgoKCAtSpUwcBAQHo2rUr986phCevwXPnziEtLQ1arRbe3t549tlnERoaWuHXn6XdunULMTExSE1NRXp6OmxsbODq6orAwEA0a9bMLNs7EBEREVnD/cd56PbZQdFjR2eFIcCjZv3u+yDnAV7YIr7l1e6hu1HPSf8WX0+d9LvAihbix2b8BbgHWT6E9HSsWLFC9NiLv/0Gx9w8QV2jffug8K/cc8jXiDh+l1s1VCoVbt68Kahr0qRJjfw+k4iqjrXHDo5QtdT27dsF5YkTJxrVLywsDA0aNEBcXBwA4OHDhzh58iQ6depk9hip6tnZ2SEsLAxhYWHWDsVoUqkUoaGhCA0NNet5GzRogAYNGpj1nNWBTCZDp06dasV71lLPvbnUrVsXI0aMsHYYViORSNC6dWu0bt3a7OcODAy0+HLsValVq1Zo1aqVtcOodSz5GrSkxo0bo3HjxtYOg4iIiIiIiIiIqEpx+e5aKCcnp8wytn379jWqr0QiQe/evQV1O3bsMFtsRERERERERERERERERPR0YVK6Frpy5QqKiop05QYNGsDX19fo/l26dBGUY2JizBYbERERERERERERERERET1duHx3NVFQUIA7d+7g0aNHkMvl8PT0hJ+fX4X2moyNjRWUQ0JCTOpfun3p8xERERERERERERERERERGYtJ6Wpg+vTpuHPnDpRKpaDexsYGbdu2Rb9+/TBt2jTUqVPHqPNdv35dUA4ICDApntLt7969C6VSCTs7O5POQ0RERERERERE5StQFyAtP83aYVRacl4+JPLHeo4lQqqwr+KIKic5N1nvsYe5D812HZVKhfzcfLOdryK0eTlA4t0K95fnpSIwRyZ67N7J31HkYPg7TbUaKMyv+KKeSmUhHLM0oscKbFwhLfW95u1ThyG95Vbh6wHA44JMBKW4ix7LOXsRj+zuCercWrSCzKFmvQ+IiIjMiUnpauDq1aui9SqVCqdOncKpU6fw6aefYubMmfjXv/4FmUz8l7wnUlJSBGV/f3+T4vHx8YGNjQ1UKhUAQKPR4NGjR6hXr55J5yEiIiIiIiIiInH5qnwsOL4AB+8fRIG6wNrhmIVTY/H6CfurNg5LG797fKXPIdPI0DatLfzy/CDTlv9dn6XIVCq0P30afg8SYaNWV/g8RQBuw0f84I4V5fZVS+WIDR6NNM8W0MgUFY4BABzQU7Q+prVI/d5KXer/2aEfFooe2XcbAIQ3G0SMj4Fnx07muDAREVGNxKR0DZGfn4/Fixfj6NGj+O233+Dk5KS3bU5OjqDs6Oho0rUkEgns7e2RnZ2t95wVlZKSgtTUVJP63Lp1yyzXJiIiIiIiIiKqLhYcX4Dd8butHQZZSdu0tgjINW11Q3Nrf/o0Au/dt2oMscGjkeIdatUYiIiIqGowKW0lEokEnTp1woABA9C+fXs0a9YMHh4ekEqlePToEc6fP48dO3YgOjpasKz3oUOHEBERge3bt+udMV06gVyRZbctlZReuXIlFi1aZJZzERERERERERHVRAXqAhy8f9DaYZCVSDVS+OX5WTcGtRp+DxKtGoNaaoM0zxZWjYGIiIiqDpPSVtC3b1+88soraNq0qehxPz8/+Pn54cUXX8T8+fMRERGB48eP647v3LkTK1euxJtvvinav/Te1AqF6Uvf2NraCsr5+dbd26akrKwsZGRkmPWcLi4ukEoN71uTlZUFjUZ8f5rKcnJygo2N4bdkTk6Obml1c3NwcDDq9ZKXl4fCwkKLxGBnZ2fUjRRKpbLMa91cFAoFHBwcDLYrLCxEXl6eRWKwsbEpd0WEJ1QqldluGilNKpXCxcXFYDuNRoOsrCyLxAAAbm7G7fFk7nGhJI4RxThGFOMYUYxjxN84RhTjGFGMY0QxjhF/4xhRjGNEMY4RxThGAIk5icjLyoPUXgqJVGKwvTpfDVhmiIDUTgqJzIgYlGqg4is8l0tiK4HUxvBYqSnQQKvSWiYGuQRShRExFGqgLapcDAqVAkX5RShCkaBeJpNBLpcb7K9Wq1FUVGSwXXnsc3KRJzLeyiQSOBrxuaXSapFXyc8tpdwFOapCQCWMQyKRwF5heOVHjVYDZaFlxkoAcLA1PFYCQF6BcWNlZrYKMhPHk5r4e4Qlx20iIqrZmJS2gs6dOxvd1t/fH/v27UOvXr3w559/6uo//PBDTJw4UfSP2dJ/ZFfkD/qCAuFeRhWZbW0pGzZsgLe3t1nP+dZbbxn1x+iaNWss9oXV+PHjUb9+fYPtfv75Z8THx1skhsGDB6NVq1YG2/3xxx+IiYmxSAw9e/ZEz549DbY7efIkDh06ZJEYWrVqhcGDBxtsd/XqVWzbts0iMdSvXx/jx4832C4hIQHr1q2zSAxubm546623DLbLysrCf/7zH4vEAAALFy40qp0lY+AYUYxjRDGOEcU4RvyNY0QxjhHFOEYU4xjxN44RxThGFOMYUYxjBJBVmIW0q2nw6usFmaPh/YTTj6RDnWeZjLB7V3co6hi+aSTrTBYK0yxz04hLGxfYB9kbbJdzOQf59ywzccIx2BFOzQwnIfNu5yH3Wm6lriXXyHEy62SZel9fXwQHBxvsn5qaimvXrlUuhsJCpKQ/LlNfTy7HEFfDn1vJqiL8kplZqRhUNvm4f2lLmXoHhRPCWgw12F9ZmIeDIv3NZUDoOKPaGRtD6o82cDh+wqQYauLvESkpKRaJg4iIaj4mpWsAOzs7rF+/Hs2aNdPdtZ6SkoI//vhD9I/Z0nc8V+QO79Izo425i9oY06ZNw/Dhw03qc+vWLaP+aCciIiIiIiIiIiIiIiKi6odyf+6yAAAgAElEQVRJ6RqicePGeOmll7B161ZdnbFJ6dxc0+7e1Gq1FktKe3t7m32WMxERERERERFRbRH9QjR8HH0Edd89/A6ZlZyVqs+IfiMQEBRgsN1P+T/h/r37eo/nKFX46az48RGhAXCy0/815Au9X0DzFs0NxrBbsRtXnK4YbFcRnbp1Quduf69u+DD3IcbvHi/adkjjIXA0YnlpfQqVhbh8/rLosYERA+HoXP65Y6/EwmZ35b7W1T5OAW7cED/4/muAf/3yT5CUAuwu3hddVpQH17j9os0yG4RDLdezbUGhBNATQpveWbC1L3+Z9OycXNwqEJ+MI7ORQaIsgOrIadHjNt3bQ+JQ/sqQvSOMm+gTqyyeRGQnVZS71Ladj69R5yMiIqqtmJSuQcLDwwVJ6evXr4u2K530TUhIMOk6ycnJgn3EpFIpvLy8TDoHERERERERERGZzsfRB/Wc6gnqXG1doVVYZi9lX0ffMtcT427njkyF/sS4Vl0EaMSX4HaUO8NFoX+vZG8Hb6Ni8LT3hIvC8H7kFVHHvo5RMQCAo8KxUnHkq/UvQd7QpyHc3d3L7a9MVcLLpXLf1akLlCi7eHexRq27QhHSodz+9vHxqHMtubiQnwE82CvazsO/MWAvvvx0QV4R7t8Q/96yec/n4eJV/pLuGRkZOBh7S+9xdVYWHqsO64krCDIDe9s/07N/ucef8DoknvgmIiIiIf23blG1ExAgvGs1NTVVtN0zzzwjKN+7d8+k65RuHxQUVK32lCYiIiIiIiIiIiIiIiKimoNJ6RpELhfeUVpUVCTaLjg4WFC+evWqSdeJjY0t93xERERERERERERERERERMaSaLVay6z9Q2a3bt06TJgwQVfu1q0bjhw5UqZddnY2PD09BUnrxMRE1K1b16jrTJ48GVFRUbrynDlz8PHHH1ci8sq5cuUKnn32WV35xIkTaNasmVmv4eLiUu6eL09kZWVBo9GY9dpPODk5wcbG8Ir6OTk5guXVzcnBwQEKhcJgu7y8PBQWFlokBjs7O6Nm5iuVSiiVxu3tYyqFQgEHBz37HZVQWFiIvLw8i8RgY2Nj1F7uKpUKOTk5FolBKpXCxcBSVgCg0WiQlZVlkRgAwM1NfJmv0jIyMiwWA8eIYhwjinGMKMYx4m8cI4pxjCjGMaIYx4i/cYwoxjGiGMeIYhwjgMScRAz7dRik9lJIpBLBsd1Dd5dZRromjBEJ6Xnov+Ko6LFdM7rB313/a786jhEPch7ghS0vlGmnKdTgf/3+Bz8nvwpfKyMjA6tWrSpTL5PJMHPmTIPLd5tjjCi8dhZxY6aVjUEiQYtt6w0u3y0YIzLuAau6ijeccgxwCxQ9lPUoHz9+eKZMvUQiweTPehtcvtvQGFH4IBFxgweLHmuwbRsU9cp/Dvl7RDFTx4jY2Fh07vz3/uyXL19G8+aG94wn06hUKty8eVNQ16RJE6OeKyJ6ell77OAIVYMcO3ZMUC69nPcTzs7O6N69O/bv36+r27t3L8aOHWvwGlqtFvv27RPUDRw4sALRWo6Li4vRvxRa4trWZsyXB5bm4OBg1BcplmTsF0qWpFAojPqj2ZJsbGys9n54QiqVWj0GwPg/Fi2JY0QxjhHFOEYU4xjxN44RxThGFOMYUYxjxN84RhTjGFGMY0Sx2jxG5NrkQuYoM7p9TRgjsjUKSO3E27i6usHNrfLv7eowRkgVUri6ucLNqeKvC61WW6lxxhxjRKGLM1xkxr8GSxOMEdpMwE4i3tDVFdDzHpKqbOFgW/HPHkNjRGFOrt7H6ObqCoWZ3tvVYZyqTmNEdYiFiIiqJy7fXUNkZGRgy5Ytgrrw8HC97V966SVB+fvvvzfqOgcPHkRcXJyu7OPjgw4dyr8zkoiIiIiIiIiIiIiIiIhIHyala4iZM2cKloJRKBTo16+f3vYRERFwdHTUlY8cOYIDBw6Uew2tVotFixYJ6iZMmGDUEjFERERERERERERERERERGKYbaxiS5Yswblz54xur1Kp8M4775SZ6TxlypRy94j29vbGG2+8Iah77bXXkJiYqLfPJ598Itij2tXVFe+++67RsRIRERERERERERERERERlcakdBXbvXs3QkND0aVLF6xYsQKXL1+GSqUq0y4zMxObN29Gu3bt8O9//1twrFGjRliwYIHBa82aNQu+vr66clxcHDp37oxff/0VWq1WV5+QkIApU6Zg3rx5gv7z5s2Dh4eHqQ+RiIiIiIiIiIiIiIiIiEjHxtoBPK1OnDiBEydOAABsbW3h7+8PV1dXyGQyPHr0CPHx8dBoNGX6+fr64vfff4enp6fBa3h4eODHH3/E888/D6VSCQC4e/cuBg0aBDc3NzRo0AAZGRm4d+8e1Gq1oO+gQYMwc+ZMMzxSIiIiIiIiIiIiIiIiInqaMSldDRQUFOD27dsG2/Xv3x9r166Ft7e30efu3r07du7cieHDh+Px48e6+oyMDFy4cEG0zyuvvII1a9ZAIpEYfR0iIiIiIiIiIiKi2k6p1iClsMjkfn62CthI+X0rERE9vZiUrmLz5s1Ds2bNcPToUVy7dq3MDOXSnJyc0K9fP7zxxhvo3r17ha7Zq1cvXL16FYsWLUJ0dDTy8vJE27Vu3Rrz58/Hyy+/XKHrEBEREREREREREdVGeWoN3r52D3vSMqHUaA13KOV0x2YItLe1QGREREQ1A5PSVaxPnz7o06cPACAvLw9Xr15FfHw8kpKSkJOTA41GAzc3N7i7uyMkJATPPfccZDJZpa/r4+ODlStXYtmyZThx4gRiY2ORkZEBhUKBevXqoUOHDmjcuHGlr0NERERERERERERU27x97R62p2RYOwwiohrl/v37OHv2LJKSkpCRkQG5XA43Nzc0adIEbdu2hbOzs1Xje/DgAS5duoT4+HhkZGRAJpPB3d0d9evXR4cOHcwe3+XLl3Hx4kWkpqYiNzcXbm5uCA4ORufOnWFvb2/Wa1VHTEpbkYODA0JDQxEaGlpl17S3t0d4eDjCw8Or7JpEREREREREREQ1QpESyEmGLC8ZfkUq0SayzAeAnmPGkGZlwg2Zeo7dB5BV4XMbLTu5/GPpd40/V1Zi5eOp5pRqDfakiT9nREQ1yYMHD3D69GmcOnUKp0+fxtmzZ5Gdna07HhQUhPj4+EpdQ6lUYvXq1Vi1ahWuXbumt51UKsULL7yAGTNmoG/fvpW6prFyc3OxY8cO/P7779i/fz8SEhL0tpXJZOjRowdmzJiBl156qcLXzMnJwYoVK7By5UokJop/Ztrb2yMiIgILFy5EYGBgha9V3TEpTURERERERERERLWKpqAAqtQ04zuo8iE7Mh/SuwcgURfAF8AefW2j+lQqNlcAb+k7uHZNpc5ttBwZAB/xY/8bDziVv+WgsQofJgO54l9BF2Xo35e56GEyCpXySl1blfywUv1LSiksqtCS3URE1cHx48exbNkynDp1Sm9S1FxiYmIQGRlZbjL6CY1Gg127dmHXrl2IjIzEd999BwcHB4vF9sknn+Cjjz5Cbm6uUe3VajUOHDiAAwcO4IUXXsDatWvh6+tr0jXPnDmDwYMHG/y55+fnY+3atfjpp5+wZs0ajBgxwqTr1BRMShMREREREREREVGtoMnPR9K8ecjefwDaggKj+/l1egzXIKUFI3s63Rs9CkV6ktL5dh5Ax8Wix+6OHgV75WNLhkZE9NQ4c+YMfvnlF4tf59KlS+jVqxfS09PLHAsKCoKPjw8KCgoQFxeHrCzhqiCbN29GcnIyfv/9dygUCovEd+7cOdGEtEQiga+vL3x8fCCRSHD//n2kpQlvbNu9eze6du2Ko0ePom7dukZd7+DBg+jfvz+USuHvF7a2tmjUqBHs7e2RkJCA5OS/Vy/Jzc1FZGQk1Go1IiMjK/AoqzeptQMgIiIiIiIiIiIiMoekefOQtet3kxLSEqkWzvWYkCYioqePk5OTWc6jVqsxZswYQUJaJpNh5syZSEhIQHx8PE6dOoWYmBikp6fjwIEDaN++veAcBw4cwNKlS80SjyH29vYYO3YstmzZgtTUVCQmJuLChQs4f/48UlJScObMmTJLdt++fRuDBg2CRqMxeP6EhASMHDlSkJD28PDAqlWrkJaWhitXruDs2bN4+PAhzpw5I9hyV6PRYOLEibh69ar5HnA1wZnSREREREREREREVONpCgqQvf+Ayf1s7NWQ8ltSs9OoAFW+zNphWNz21o1R19bwUuN+tpaZ+UdEZCxnZ2e0bdsW7dq1Q/v27dGuXTvExcUhLCys0ufetm0bLl68KKjbtGkTRo4cWaatVCpFWFgYjh07hoEDB2LPnr83zPj0008xc+ZM2NraVjomMXXq1MHs2bMxceJEuLq6iraRSCQIDQ3F9u3b8dFHH2H+/Pm6Y2fOnEF0dDQmTJhQ7nXmzZuH1NRUXdnb2xuHDx9GcHBwmbahoaH4448/8OqrryI6OhpA8XLes2bNwo4dOyryMKst/rpFRERERERERERENZ4qNc2kGdJkWdkP7KDVSKwdRhkSW1vY1PEy2/nq2soRaG+Z5AkRkTkMHDgQffv2RXBwMKRS4QLKcXFxZrnG9u3bBeX+/fuLJqRLksvliIqKQsOGDaFSqQAA2dnZOHz4MPr27WuWuEp6/fXXsW7dOpNmh8+bNw/nzp0TLH/+3XfflZuUvn//Pn744QdB3erVq0UT0k9IpVKsWrUKf/75J27cuAEA2LlzJ44fP44uXboYHW91x+W7iYiIiIiIiIiIiMgsNCog864dkk67WTsUUc7hvSC10Aw8IqLqqFGjRggJCSmTkDan69evC8ovv/yyUf0CAgLKLON969Yts8VVUp8+fSq0XPmcOXME5ZMnT5bZE7uknTt36pLsANC8eXMMHjzY4HXs7Owwc+ZMQd23335rYrTVG2dKExEREREREREREYmI3+dp9iWo8+ztcaB3uOixXvv2wyE/36zXE6MtZzvMu/s9IalE3kKVL6u2M6Sdw3uh7kcfWTsUIqJa5/Hjx4JyQECA0X0DAwNx4sQJXTkjI8NscZlDaGgo7O3tkf//n88ajQYJCQkICQkRbX/48GFBeeDAgUZfq3Tb3377DSqVCjY2tSOdWzseBREREREREREREZEeQZs2wsbHV/xg9gPgxz6ih+a8rECyTPgVanS/aPg46DmXETKys5Hx439Fj/lG/QQ3Z+cKn9tYRbcu4N6Ud0WP+S1fDnnj1haPITujCH9+dUf0WNDGTXB2M7xPsyls6nhxhjQRkYWU3p8534QbrEq39fIy3xYL5iCRSODq6iqIMzMzU2/7e/fuCcotW7Y0+lq+vr7w9vZGSkoKACA9PR1Hjx41y77f1QGT0kRERERERERERFSr2fj4QuFfT/xgukq8HsBjFwlS5cJZv1I/Xyic9JzLCPL0dP3HfH2gcHev8LmNlpWgPwbvOvp/VmYkt8sHIJ6Ulvv6QOFlb/EYiIjIPFq1aoVz587pymfOnMGgQYMM9tNqtThz5oygrvRy3tZWVFSE1NRUQZ2np6fe9o8ePRKUPTw8TLqep6enLikNABcuXKg1SWnuKU1EREREREREREREREREFTJy5EhBOSoqyqhluDds2IDExERduU2bNmjVqpXZ46uMEydOQK1W68q2trYIDAzU27703t0l+xqjqKhIUI6NjTWpf3XGpDQRERERERERERERERERVUifPn3Qt29fXTklJQUDBw5EcnKy3j6//vorpk6dqivL5XJ8/fXXFo2zItasWSMo9+rVC3Z2dnrbl54ZXXLWszFKz8quTUnpGrN8t0qlQmxsLOLj43H//n1kZmYiNzcXAODo6AhXV1cEBgaifv36CA4OrjWbfhMRERERERERERERERFVZ5s2bUJYWBguX74MADh27BiaNGmCiIgIdOnSBd7e3igsLMStW7fw66+/4siRI7q+Dg4O2LhxIzp27Git8EX99ddf2LRpk6Bu/Pjx5fZp2LAhjh8/riufOXMG48aNM+p6N2/eLLNfdXmJ/Zqm2mZuCwsLceTIEezevRtHjhzBpUuXUFhYaFRfhUKB5557Dt27d8fzzz+PHj16QKFQWDhiIiIiIiIiIiIisqQCdQHS8tNEj2nyHurtl5z3ENIc8WOyvGT4miM4IqIaQKtSoehh7UlyVWdyXx9InqIJlF5eXjh58iTmzJmD1atXo7CwENnZ2YiKikJUVJRoH7lcjpdffhmLFy9GkyZNqjji8hUUFGD8+PGC5bfbtGmDYcOGlduvW7du2LBhg668ZcsWLF++HHK53OA1N2/eXKYuJ0fPLzA1ULV7Nxw4cAAbN27E1q1bkZ2dDaB4o3MxEolE9HhBQQHOnj2Lc+fOYfny5XBycsKQIUMwevRo9O7d27IPgIiIiIiIiIiIiMwqX5WPBccX4OD9gyhQF4i2qZOhhb5FP8f9Pg6pbhLRY35FKuwxU5xERNVd0cNk3GaepEo02rcPCv961g6jSjk6OuKLL75AREQEJk2ahKtXr5bbPiIiAtOnT692CWkA+Mc//oELFy7oyjY2NoiKiiqzZ3Rp/fv3h1wu1+0N/fDhQ6xYsQIzZ84st9/Dhw/xxRdflKmvTUnparGndH5+PlauXIlmzZqhT58+iI6ORlZWli7ZLJFIdAnokrRarWjCumR7rVaL7OxsbNiwAc8//zyCg4OxcuVK5OXlWfZBERERERERERERkVksOL4Au+N3601IExERkfXFxcVh8ODB6Nq1q8GENABs2LABHTt2xIABA5CYmFgFERrnyy+/xLfffiuo+/DDD9GmTRuDfevVq4eIiAhB3bx587Bt2za9fdLT0zF48GA8evSozLH8/Hwjo67+rDpTWqlUYuXKlfjss8+QmpoqSEI/odVqIZVK0bhxYwQHB8PPzw9169aFk5MTHBwcoNVqkZ+fj5ycHCQmJiIxMRHXrl3D7du3odFoBNfTarW4ceMG3nzzTSxatAjvvfcepk2bVu6G5ERERERERERERGQ9BeoCHLx/0NphEBERUTkOHjyIwYMHIysrS1cXHh6O119/HR07doSPjw+USiXi4uKwZ88efPHFF3jw4AEAYNeuXQgNDcXhw4etPmv6l19+wVtvvSWoGzlyJGbNmmX0OT755BPs3r0bqampAIq3LH755ZcxZswYTJw4ES1atIC9vT0SEhKwc+dOLFmyBElJSQAANzc3ZGRk6M7l5ORkhkdVPVgtKb1x40bMnj0bSUlJ0Gq1gkS0XC5Hz549ERYWhh49eqBVq1YmJ46VSiUuXLiAw4cP49ChQzh06JBgT+rU1FS8++67WLZsGT799FOMHj3abI+NiIiIiIiIiIioJikqKqrU8pDZWUo4ScRnMWdnZSJdzzFjJOclQ6aUwQEO5bazVWuR66jWc0wGhyLx5bvtVYWi9cXH7OAAha6skMphk5KC9EfpRkQuLitb/wqO6oR7UGU+rvC5jaVO0r+frDpLDdVjpeVjyNT/mlBnFkAlFX++rEFdqP81os4sgCpffPvJkmSutpDIqs9jIiIyp+vXr2PgwIHIzc0FAEilUqxevRqvvfaaoJ1CoUDLli3RsmVLTJkyBSNHjsTu3bsBAElJSRg4cCBiYmJEc4LHjx83etZw165dKzQh9dChQ4iMjBRMeu3bty/Wr18vuqKzPvXq1cOPP/4o+JlotVqsX78e69evL7ffv/71L0yePFlX5+bmZvLjqK6skpTu3LkzTp06BQCC2dHPP/88xo4diwEDBsDZ2blS17Czs0OnTp3QqVMnzJ49G9nZ2di5cyc2bNiAPXv26Jb+TkpKwrhx47By5UqcOHGi0o+NiIiIiIiIiIiopigsLMT27dtx/fp1qFSqSp1rmK14/U/r/qrUeQGgH/oZ1W7HQPH6DlkAssSPuSETwB3RYz0f9kQGXAV136zfblQsFZH6QzKUWj2BmpEmVzx5DwCpm5IhdTxj8Rjy1PoTuamr/kJuNUrgptpJgB7iM9VSV/0FudJwUtp3VjvYeHDFTiKqnaZMmaJLvgLAggULyiSkS3NxccGWLVvQpk0bXL9+HUBxcvuLL74QnZU8atQo3L1716h44uLiUL9+feMfAICzZ8/ipZdeQkHB3zdNderUCVu3boVCoSinp7iwsDAcPXoUw4cPx+3btw22b926Nf773//i/PnzgvralJS2yp7SJ0+eBFCckPbw8MD8+fMRHx+PXbt2ISIiotIJaTHOzs6IiIjAzp07cffuXcyfPx+enp66OJ4kyYmIiIiIiIiIiJ4W27dvx5UrVyqdkCYiIqKn019//YVDhw7pyu7u7nj33XeN6uvg4ID3339fUBcVFWXO8Ixy5coVvPDCC8jOztbVtWzZErt27YKjo2OFz9u6dWvExsZi9erV6Nq1K2xsys4VbtmyJVasWIGTJ0+iadOmZfaVbty4cYWvX91YbfnuOnXqYM6cOZg0aRIcHMpfesfc6tWrhw8++ABz5szBt99+i08++US3rjsREREREREREdHToKioSDczqSaTqtWwy6/ActNaKSRaW9gCeARf0Sa2AByhET1mCflF6ZBo9S/vbS6agmwo7TxEj0m0EkjLmcVsLvlay1+jqqmgRSrEH5eXRmO9L+OJSpD7+qDRvn3WDuOpIPf1sXYIVWL//v2Ccq9evUzK+w0YMAASiUS3svKtW7eQlJSEunXrmjVOfW7fvo0+ffoIksFNmzbFH3/8YZZZynK5HJMnT8bkyZORm5uL+/fvIy0tDY6OjggICICXl5eg/dWrVwXl0NDQSsdQXVjlc3Dx4sV46623KnV3gTnY29tjxowZmDRpEpYvX27VWIiIiIiIiIiIiKpSTk5OjZ4hLVOp0P70afg9SISNWv9y1KWppXLEBo9GmmcLaGQKaAD8F3rW/QYM7GRtXn9W1YVkLkDHxeLHVACya+7rwppSocVwiO/Nfii7APW9qnZyFpEYiY0NFP71rB0G1SJxcXGCcoMGDUzq7+bmBnd3dzx+/FhX9+DBgzJJ6fj4+ArHqM/9+/cRHh6OpKQkXV1gYCD27dsHb29vs1/P0dERwcHB5ba5dOmSoMykdCXNmzfPGpfVy8HBodrFRERERERERERUlQrUBUjLT7N2GE+F5Nxka4dQK7Q/fRqB9+6b3C82eDRSvGvPF7xERETWVHIPZgCiS1QbIpfLBWW1CTebVVRKSgp69+4t2Kfa19cX+/fvR0BAgMWvL+bx48e6LZABwNXVFZ07d7ZKLJbAFUOIiIiIiIiIiJ5i+ap8LDi+AAfvH0SBusBwB6JqQKpWw+9Bosn91FIbpHm2sEBERERETydPT09BOTHRtM/ngoKCMvso16lTp9JxlSc9PR19+vTBjRs3dHUeHh7Yu3evVfdw3rJlC4qKinTlyMjIKt8C2ZKYlCYiIiIiIiIieootOL4Au+N3WzsMqmYmTJgAFxcXo9snZSoxYrX44tM/vd4JdV3tKhxLcl4yxv0+TlDnlanB8ArMoipUuEAjU1Q4FrI8mY0UgTNDYSOXWjsUnaLCQiD2juixOlNawFdR/JpSZeYDq0+ItpM583VHRLVT/fr1BeVDhw5Bq9VCIpEY1f/w4cOC7URsbW1Rr57llpjPyclBv3798Ndff+nqXFxcsGfPHjz77LMWu64hSqUSH330kaBu0qRJVorGMpiUJiIiIiIiIiJ6ShWoC3Dw/kFrh0HVkIuLC9zd3Y1un6PNQ47WVvSYs4sr3N0rPssnT56HPHmeoC7fRlvh81H11qCVF+x8qtesMFm+/sSKzNUWNvbFr30ZNPpPIjUuOUNEVNOEh4cLyvfu3cNPP/2EkSNHGuyr1WqxZMkSQV3Xrl1hayv+O0VlKZVKvPTSSzh16pSuzt7eHjt27LD63s2zZ88WLCX+yiuvoE2bNlaMyPyqz+1mRERERERERERUpdLy07hkdzViK7OFl72XtcMgsgqZXIrGod7oNbaZtUMhIiITNGrUCB07dhTUTZ06VTATWYxWq8WcOXNw8KDwBslx48bp6VE5KpUKw4cPF1xPoVDgl19+Qbdu3cx+vWvXrhnVTq1WY+7cuVixYoWuzt3dHcuXLzd7TNZWI2dKP378GMeOHUNsbCweP36MzMxMaDQavPPOO3jmmWesHR4REREREREREZHJwgLCYCuzzMygp11gr1TIHTTI1mjwZ554m4H28+EoEe5piRHrAKe6Zo1FnV2Ax5tiRY95jGoGmXPVvwZkHu6QKqy7vLSDqwI2cplVYyAiqq2OHz+O/Pz8MvUXL14UlJVKJfbt2yd6Dj8/P4SEhIgeW7JkCcLCwqDVFq9kkp6ejk6dOmH27NmYNGkSfH19dW01Gg3+/PNPLF68GHv27BGc57nnnsOoUaNMemzGmjRpEnbs2FGmTiaT6X3M+jRv3hx165b/+0G3bt3QvHlzREZGol+/fggMDBQcz8nJwa5du7BkyRJcuHBBVy+VSvH999/D29vbpJhqghqVlN65cyeWLVuGI0eO6F7YJUVERIgmpefOnYuzZ88CAIKCghAVFWXxWImIiIiIiIiIiIxhK7NFWEAYPujygbVDqbXkDhoonNSQq9SAnqS0m2MKXGxShZXP+AHuQWaNRfVYiUKnFNFjHs8Ewcaj4vtvExERiRk1apRgaWh9kpOT0adPH9Fj48aNw7p160SP9ejRA5988glmz56tq8vLy8OCBQuwYMEC1K9fH97e3igoKEB8fDwyMzPLnKNOnTrYtm0bpFLLLPJcekY2AHz99df4+uuvTT7X2rVrMX78+HLbaLVaHD58GIcPHwYAeHh4wN/fH3Z2dkhJSUFiYiIKCwsFfWQyGaKiojBkyBCTY6oJakRSOj09HRMmTMBvv/0GALqEtEQiEfxfn9DQUN2a9BKJBG+//bbeuzmIiIiIiIiIiAiIfiEaPo4+1g7jqeBl78UZ0kRERFSjveXCA7wAACAASURBVPfee3Bzc8M///lP5OUJ7wCLj49HfHy83r5t27bFDz/8gIYNG1o4Sut5/PgxHj9+rPe4v78/oqOj0atXryqMqmpV+6T0o0eP0KVLF9y8eRNarVaQfH5SFps1XdKQIUPg7++PhIQEAMAPP/yADz/80KJxExERERERERHVZD6OPqjnVM/aYRARERFRDfH666/jhRdewFdffYXo6GikpqbqbSuRSNCuXTtMnToVo0aNglwur8JILW/u3Ln4+eefcebMGahUKr3tGjdujMmTJ2P69OlwcHCowgirXrVOSmu1WgwaNAg3btzQJaMdHBzw6quvom/fvggICECrVq0MnkcikWDo0KG6TcL37NnDpDQRERERERERERERERHVeuXNUja3oKAgLF26FJ999hlu3ryJCxcuIC0tDZmZmZDL5XBzc0NgYCDat28Pd3f3KourKn8GAPDPf/5TN2v8woULuHXrFlJSUqBUKuHg4AB/f3+0adMGTZo0qdK4rKlaJ6U3bdqEEydO6BLSHTp0wNatW8tsHl7e0t1PDBgwACtWrIBWq8WFCxeQnZ0NZ2dni8RNREREREREREREVJuoCguRm5Fu7TAsSq1SIz+7qEx9SpEKLlnijz3ldgJk8uKv2VOylXAuyhI/d1HZ8xIR1WYSiQRNmzZF06ZNrR2KVTk4OKBLly7o0qWLtUOxumqdlH6yD7RWq0WjRv/H3n2HR1mlfwP/PjOTSe+9QAhFCAisoCjSlKaCCK4iKiUU21pW2B9iAUt4QWAtCKsUESQQLAvqIhhgKSqCCKLSQ09CIL23ydTn/SPLyCTPJDPJJM9M8v1cF9c1p98zSSDMPeecTti5cyf8/f0bNVffvn3Nj0VRxJkzZ3D77bc7JE4iIiIiIiIiIiKi1kivrcaulctw6ehhGPQ6ucORzdNW6n+sVZ5qpV9hZh90CG/ce9tEREStgULuAKzJyMjAmTNnIAgCBEHAwoULG52QBoDAwECLHdbnz593RJhERERERERERERErdaulctw7tBPbTohTURERE3ntDuljxw5AqBmV7OnpyfGjRvX5DmDgoKQnZ0NACgubt1HzRAREREREREREZHrcaZjsg16PS4e/UXuMFoFk9EkdwhERESyctqkdG5uLoCaM+c7duwItVrd5Dl9fHzMjysrK5s8HxEREREREREREZGj7Fu3CqnH9nNXciukrZC+a5qIiKitcNqkdEVFhfnxjcnkpigvLzc/9vb2dsicRERERERERERERI5w6Y8jMBiYkCYiIqLWx2nvlA4ODjY/dtRR21lZWZLzExERERERERERERERERFR83DandLh4eEAau6Uvnz5MqqqquDl5dXo+U6dOoWSkhJzOS4urskxEhEREREREREREZH9yrx98fnYp+QOo0lURgMSNn8IlckIAChXeuOryHGSfUdGhrRkaERERE7HaZPSd9xxBwRBAAAYjUbs2LEDDz30UKPn+/TTT82Pvby80K9fvybHSERERERERERERET2ExVKlPkFyh1Gk3S7eMKckAYAUVCg3M1Psq/Sza2lwiIiInJKTnt8d1hYGG655RaIoggAePvtt2E0GhsYJe3ChQv4+OOPIQgCBEHA0KFDoVI5bT6eiIiIiIiIiIiIiJyUyqBHt4sncO8P38gdChERkctw6szs888/j+nTpwMAjh07hpkzZ+Jf//qXXXNkZWVh3LhxqKysBAAIgoDZs2c7PFYiIiIiIiIiIiIL+mqgIlfuKKxSlJUiAKVW2jIBlNk8l7KsGjFCvpW2TEDwaEyINeOrchGlN1jUBRmsdAag8jRAqL0VRxAbvb7cJiQugW+QPEc/lxcW4Mu3XpZsm/DWEvgGNz6uqzoDPr4g/T2zqUMwItxaZj9VVakWO9eclmy798ke8PJ3r1MfqlLCvXd7YOw9FvXXSrVIWntSci6fQNfeFU5ERNRUTp2UTkhIwPvvv4/Tp09DFEWsWLECmZmZeP/999GxY8d6xxoMBiQlJeH1119Hbm6u+SjwESNGYNCgQS0RPhERERERERERtUW6KmDrc8C5FMBQLXc0VvkDmGmt8dN1ds0VBeBA3dxdjfV2TVVHBIBdtep0FUpcQrhk/9hhhVD7NO7ERWfkGxQC/zDp5yon3+CmxVWq0QJWktJdIsLQ3tPaN5RjlXlocKQ6XbKta3gk/EI8bZ9LVWW1TVAo7Q2NiIioVXHqpLQgCNi8eTMGDBiA4uJiiKKIbdu2Yfv27ejfvz9uvfVWAIAoihAEAUlJSfj2229x8eJFHDhwAOXl5eY2URTRrl07bNy4UeZnRURERERERERErdrW54DTX8sdBRERERGR03DqpDQAdO3aFdu2bcO4ceOQn1/zyTmTyYSff/4ZP//8s7mfKIpITk62KAMwJ6Sjo6Oxbds2hIaGtuwTICIiIiIiIiKitkNfXbNDmoiIiIiIzFrmYo4m6t+/P44dO4Zhw4aZk83XCYJg/lO7HqhJTg8bNgy//fYbevXq1WIxExERERERERFRG1SR69RHdpMdVB6Aj/Mdm01ERETkilwiKQ0AkZGR2L17N/bv34+//vWv8PHxgSiKVv+4u7vj3nvvxd69e7F7926EhYXJ/RSIiIiIiIiIiIjIVXQdBbh5yB0FERERUavg9Md31zZw4EAMHDgQJpMJx44dQ2pqKgoLC1FSUgIvLy+EhIQgLi4Od9xxB9zd3eUOl4iIiIiIiIiIiFyJyqMmIT32I7kjISIiImo1XC4pfZ1CoUCfPn3Qp08fuUMhIiIiIiIiIiJq2LSdgF+U1eacBQtQ8cMPLRZOlacn9g0fJtk2dM9eeGk0LRaLvUST9baMvcEQap0P2X5oAdTe9QwCgOk7gUC3miO7uUOaiIiIyKFcNilNRERERERERETkUvyigMBYySaTVouSPb9C1Lbc23U6uKEE/tJtGje4VepbLBZHMmgkXkNRaHigXzQQ6On4gIiIiIjIde6UJiIiIiIiIiIiaq0M+QUQtVq5w2iVBKUIladR7jCIiIiI2jSnTkr36dMHy5cvR0FBgdyhEBERERERERERkQvyja6GQil3FERERERtm1MnpY8dO4ZZs2YhOjoaY8eOxddffw293jWPDSIiIiIiIiIiIqKWI6jV8GuvQWS/ErlDISIiImrzXOJOab1ej+3bt2P79u0IDAzEY489hilTpuC2226TOzQiIiIiIiIiIqJmFbspGarwCIfPezHvMvDtXsm21ycqoVU65/ZitVKNYR5/wf3vHpJsb5+cDLeICKhUVVCsurWFoyMiIiIiKU6flBZFEYIgmB8XFRVhxYoVWLFiBbp27YqpU6di0qRJiIqKkjlSIiIiIiIiIiIix1OFR0AdE+3weRVCudW2uWPeR1xknM1zZZdoMH61dJJ489P9ERngaXd81oR4hkDILsCld4dLtrtF/O/1Ks5w2JpERERE1DROnZS+cOECkpKSkJycjPT0dACwSFCfPXsWr776KubOnYuhQ4di6tSpePDBB+Hh4SFj1ERERERERERE5Kr0ej0qKioa7mgQYazU1alWlOcjyMqQoqv5MJW6S0+XX4TKYOnEc1F2EVQGx+9arigotdoWXO2F8IJq2ycr0+EvekGyKbJIh3CDdFvjXIU+J9dqq/FqBgyGaqA8FzCFWbaJwdbHlWphUDgyTivrlGmbfQ1qHEGhh8rjz58Lre4aNBrb32vWauv+nXCdKBqbFBsREZGrc+qkdKdOnTB//nzMnz8f+/fvx/r16/HVV1+hvLzmU5yCIEAURRiNRuzZswd79uyBr68vxo8fjylTpmDQoEEyPwMiIiIiIiIiInIFOp0OW7duxblz52AwGBo9TwBKMdNK24avNqEE/tYHjxgoXf/dV42Op9E+K0COWGnXkH8hVrJe/KwQOY6I6QamygKrbfmbcqHwvp4AXGfRVmUUAUh/ffNXnUClsvmT0uR8BKUWkbclwSfqGBQqvbn+xFn75inQBAF4S7JNp8sH4NvoGImIiFydQu4AbDV48GCsW7cOOTk52LhxI0aOHGneNX3j7umysjKsW7cOd911lzmpnZaWJmfoRERERERERETk5LZu3YrTp083KSFNRK4p8rYk+LX/1SIhTURERI7lMknp6zw9PTFx4kTs3LkTmZmZWLx4Mbp37w5RFAFYJqjT0tKQmJiIzp07Y8iQIfj0009tO36JiIiIiIiIiIjaDL1ej3PnzskdBhHJwGTSwifqmNxhEBERtXoul5S+UWRkJObMmYOTJ0/i6NGjeP755xEcHCyZoD5w4ACeeOIJREREYNKkSXKGTURERERERERETqSiooI7pG+gFBXwFNVyh9HmGEx6VBvtOzKdmk5vKOAOaSIiohbg1HdK26NPnz7o06cP3n//faSkpGDDhg3Yvn07dDodAJgT1VVVVfj888+RnJwsZ7hERERERERERETNTmE0wkNTbdeY9qZgKPTFMDVyTaMIaNG8dzObtOWo9giSbBNEAQqjKNmmEaXr7aGFiCI0fZ7asjRpKFF61am/VqpFmarK4evZorJUY7Utu1TTpLiytToIGukPg2SXaCBojJJtjlZUpv/fXdBNV1wd4JB5iIiIWqNWk5S+TqVS4YEHHsADDzyA4uJifPHFF0hKSsKRI0cgCII5OU1ERERERERERNRaKQ0G9DtyBFHXsqAy2p/ca8x+XaPCDandJqEguBdMymbeaa30A+74f9JtBgDljt/5Xg0Ri6DBTzBA5/DZAXhHAN51T3hMWnuyOVazia++DFOttI1fdQjlbn5Nmt/dSv2E/blNmtd+b7XwekRE8tDpdDh79izS09Nx7do1lJeXQ6/Xw8/PD8HBwejVqxfi4+OhVCodsp7BYMDhw4dx6tQpFBYWQqlUIjIyEn379kWPHj0cskZTYrtw4QLS0tJw9epVlJaWQqvVwtfXF4GBgejRowd69uwJtZqnxzhKq0tK3ygwMBDx8fGIj4/H8ePHzbumiYiIiIiIiIiIbDFt2jT4+dUk3oylWuSvPiHZL+jxblD6qqEovwp8tU6yz5SHJsLkGyPZZsjPx9WZsyTbYj5YClVoqF1xly2aD+2VTLvGNFVqt0nIC7u1Rdd0pNBnesE30MNq+4vfnsTes+UtGBG1Jmq1fT/DRESOsmXLFuzZswcHDx7E2bNnG7yyxN/fH4899hhefPFFdOvWrVFrVlRUYPHixVi5ciWKiook+3Tt2hUvv/wypk6dar6Ot7nt3r0b27dvx8GDB3Hq1Clotdp6+3t6euKhhx7CCy+8gH79+jk8nqqqKvTq1QuXLl2yqE9ISMD69esdvp7cWmVS+sKFC9iwYQOSk5Nx5coVucMhIiIiIiIiIiIX5efnh8DAQACAQaxGtegp2S84OgyqIA+g2Pqbm0ExoUBghGSbTmVEceE16XGRQVDHSI+TYtJqUfDLzzb3dwSjQoWC4F4tuqajKf3da76GEqr1Ruy5WNDCEVFrIgiO2XVIRGSvmTNn4to16d8xpJSWlmLVqlVYu3YtXnvtNbz55pt2JY1PnjyJsWPHIi0trd5+586dw/Tp0/Hll1/iyy+/hL+/v81rNFZiYiIOHjxoc3+NRoPk5GRs2rQJzzzzDJYuXQp3d2vnfNhv3rx5dRLSrVmrSUqXlJRYHNUN/HmP9PUfluvlvn37yhMkERERERERERFRMzPkF0BsYOePo+nUfs1/ZHczUrop4OVvPf78ci20hsbesk1tnbtKgVBfxyUxiIiaysPDA+3bt4e/vz9MJhMKCgpw5coViytw9Xo9EhMTkZmZibVr19o077lz5zB06FAUFFh+kMvHxwcdO3aERqNBeno69Hq9uW3Xrl247777sG/fPnh4WD+xpLm4ubmZXwulUomioiKkpaXBZPrz331RFLFy5Uqkp6fjP//5j0OO9D5y5AiWLVvW5HlciUsnpY1GI1JSUpCUlITvvvvOfDy3KIoQBMF8h7QoioiMjMSkSZOQkJCA7t27yxw5EREREREREclBa9SiQMPdjtflVrb0va1EzimudwhUbtzJSs1jRPdwePD7i4hkFBUVhdGjR2Pw4MHo378/4uLioFAoLPoUFxdjy5YtmD9/Pq5evWquX7duHQYOHIhp06bVu4bBYMD48eMtEtJBQUFYunQpHnvsMbi5uQEAioqK8P7772PRokXmxO+hQ4cwZ84cLF++3FFP2aqgoCCMGjUKQ4YMwYABA9ClSxeoVJbp0srKSmzbtg3z589HamqquX7Hjh1YuHAhEhMTmxSDTqfDjBkzzM/f29sblZWVTZrTFbhkUvr3339HUlISvvjiC/M3t9SuaA8PD4wbNw4JCQkYMWJEnR8wIiIiIiIiImobNAYN3jj4Br7P/B5aY8vuICUi56V0UyCudwiGTom32seg06GyMA+++rIWjMw5+Bhb/xvkzcldpcCI7uF45+HecodCRG1YSkoKevbs2eAR3IGBgXjyySfx8MMPY/jw4fj999/NbXPnzkVCQkK9ebZ169bh5MmTFvP99NNPdTaKBgUFYcGCBejevTsmTpxorl+5ciVeeOEFdOnSxd6naLPVq1eja9eudZLQtXl7e+PRRx/Fgw8+iHHjxmHnzp3mtiVLlmDWrFkICAhodBxvv/02Tp06BQCIjo7GhAkT8P777zd6PlfhMknp7OxsbNy4ERs3bsSZM2cAWCaib9wVfeeddyIhIQETJkyAn5+fnGETERERERERkRN44+Ab2Jm+s+GORK1c7KZkqMJr7qfOrcpBwo4EyX5J2TkIv/G46uk7AL8Yq/NeyiwHkrIk2+58KAztI30aH7QNlEGBUDTiKE0vf7XVHdJ6bTV2rVyGS0cPw6DXYWoTY2xtHqtQA8rGH0ld5qFA0nDp924T9pTBr7pljktXeRQjdtg/Jdu6ddqAoLDYRs8d6uvOHdJEJLtevXrZ1T8wMBDJycno0aOHOQ+XnZ2NgwcPYtCgQZJjdDodFixYYFH37rvv1nty8eOPP44dO3YgOTkZQM1O67feegubNm2yK1579OjRw67+7u7u2LBhAzp16oTy8nIAgFarxbZt2zB58uRGxXD69GksWrTIXP7www9x7NixRs3lapw6Ka3RaPD1119jw4YN2LdvH0wmk9VEdGxsLCZPnowpU6agc+fOMkdORERERERERM5Ca9Ti+8zv5Q6DyCmowiOgjokGACgqgPwA6V1TinIT1AbjnxWREUBgtNV5FdoiANJJaa+OUQjuFNTomOWya+UynDv0k9xhOC1fkwIKofEnU4pQQPSUfnvaFwr4t9AV3m4QEeJZJNkW5eeG0CCvlgmEiMiJxMfHo2/fvjh69Ki5LjU11WpSeteuXcjMzDSXO3To0OBx3wDMSejrub/NmzdjxYoV8Pf3b+IzcJzQ0FDcc8892LJli7nuxiO97WEymTBjxgzzdcTXd2IzKe0EwsPDzWeo35iMvp6I9vHxwUMPPYSEhATcddddMkZKRERERERERM6qQFPAI7vt5K50R4hniNxhEMnGoNPh0tHDcodBREQkm06dOlkkpW+8K7q2rVu3WpSnTZvW4HHh19cYMmQIfvjhBwCAXq9HSkoKHnvsscYF3Uw6depkUa7vtajPBx98gMOHa36/8PPzw4cfftjk2FyJU1+yXFFRYX584zfv3XffjfXr1yMnJweffvopE9JERERERERERA50d7u74d6EY3mJXF1lSTEMep3cYTgxJQSFt9xBNDtPXze5QyAikk11dbVFub47lL/77juL8siRI21eZ8SIERbl7du32zy2pdjzWlhz+fJlvP766+byokWLEBUV1eTYXIlT75QG/twh3aVLF0yZMgWTJ09G+/btZY6KiIiIiIiIyLVU643IL2+bu4VzqzRyh+Ay1Ap33BExCE/Fv4rMoiq5w2kx5WXVVtuyS6tRIf7vtSjVwtqen+xSDQATlGXVsPb2YlZpNYyi9OtqKrX+fZpdqoHCy/avh61z2fOzUV/sAFrs7xeDTofKkuIG+2lNIvJvPH7cTlVFjdsB1VYYPTuj1Nv+O7xvVObl1PulAABKFe+DJqK2SRRF/PrrrxZ1ffv2leybm5uLnJwcc9nd3R19+vSxea0BAwZYlJ3xKOvru5uvs/Za1OfJJ59EVVXN71L9+/fH3/72N4fE5kqcOint7++PCRMmICEhAf3795c7HCIiIiIiIiKXo9EZ8dKW49h9JhdaQwtd0OlkBLci+HSWbqtKfwYmg1/LBuTERIMvvjvthu/2HpI7lBblI2jxsJWN4Y+sPoQKsaYxAgK2wFey3/jVh5ADETFCPg7UM9dV8aJkW1hlEZKsxDd+1SHkedt+J7Otc9X3s1FbfbEDgJ9RwNPwsDlGe+m11di1chkuHT1c7w5mvcoNO+96EBc7xMOgavwuV7+yYjzd6NGtl16pwsUO8dh514MwuDUtKU1ERM5r3bp1yMrKMpe7deuGfv36Sfatfb9y586doVbb/m9E9+7dLcoXL16EwWCASuUcKcy9e/fil19+MZeDgoIwZswYu+b45JNPsG/fPgCAm5sb1qxZY9Px5q2Nc3xFrcjJyYG7O4+KIiIiIiIiImqsl7Ycx/YT2XKH4bRMBj+IetuTfUQkj10rl+HcoZ8a7LfzrgdxtnOvZo1lS+Q4VCj/PLpad3sIRHenfpvVYSq9fGBsQrLfVg/O7oMYdcscna3VXcOJsy2yFBGRS0hKSsKzzz5rLisUCnz44YdWk6jnzp2zKLdr186u9UJDQ+Hh4WE+Ilun0yEtLQ1dunSxM3LHS0lJwcSJEy3q3nvvPXh5edk8R3Z2Nl566SVzec6cOejRo4fDYnQlTv3bEhPSRERERERERI1XrTdi95lcucMgImoSg06HS0cPN9zvf7t4m1uF0hvlbn+esKD1CYTo6dRvs7ocn0B3+Hm2zHvDGk3z7fAnInJG58+fx5UrV8xlvV6P4uJinDp1Clu3bsWZM2fMbWq1Gh9//DGGDRtmdb68vDyLckxMjN0xRUVF4fLlyxZztkRSOjMz0yKpbjQaUVpaitTUVKSkpODIkSPmNkEQsGDBAkydOtWuNZ599lmUlJQAqLmqeN68eQ6J3RXxtyUiIiIiIiKiViq/XNtmj+wmIucR5N205GJlSXG9R3ab+3n5NOnIbnIOHgoBYS20S5qoLTIZTago1sodRpvgE+gOhVIhdxh1rFixAsuWLau3jyAIuPfee7Fo0SL07t273r4VFRUWZW9vbys9ras9pvaczeWrr77CrFmzGuw3YMAALFy4EEOGDLFr/n//+9/4z3/+Yy6vXr0aHh5t98NQTEoTERERERERERFRs3FXOd8b8uS87gnxh4cTJnGIWouKYi02zjskdxhtwuQF/eEX4il3GI0yfvx4/P3vf28wIQ3UTSA3Junq6Wn5OrVUUtoWw4YNw+zZszF48GC7xhUWFuKFF14wl6dNm4a7777b0eG5FP7rTkRERERERERERESy8lAIGBsWgKXd2ssdChFRm/fvf/8bAwcOxODBg3Hx4sV6+16/C/o6tVpt93q1r/PVaDR2z9Fc9u7di/vuuw+9e/fG0aNHbR43c+ZM89HmYWFhePfdd5srRJchy07pkSNHWpQFQcCuXbsa7Oco1tYjIiIiIiIiais2P9MfEX5t4+i43KosTNsr3bb56f4I94pq2YDI6ZSXleLf609Itv376f7w9fOvKZRqgdWnJPttfro/4O8OZVkmsF56nX8/3R9Gv3aSbabsLFTtlh63+Zn+UETa/n1q61z1/WzUVl/sAFBVXI097xyzOUZHmZC4BL5BIQCAqzoDPr6QL9lvU4dgRLjZvj+nqkjAfhv7fhLsgw7RvjbPbQsvP38o3drWEdZhajfukCYiagEffPABPvjgA3NZo9GgsLAQx48fxzfffIPPPvvMnBT+6aefcNttt2H37t249dZbJeervTNap2v4yo3atFrLI+Vb6ojrmTNnYubMmeayTqdDUVERTpw4gR07dmD9+vXm+6BPnjyJAQMG4Ouvv8bo0aPrnXfHjh1ITk42l5cuXYqgoKDmeRIuRJak9J49eyAIAgBAFEXz4/r6OUp96xERERERERG1FRF+HmgX5CV3GC1CobZ+bGJkgCeifdrG60DWFQvW79aM9PdAYGDN94gBCuRY7ecJVZAHIFh/EzXK3wMIlP5+01V54lI9c6vt+Hm1da76fjZqqy92ACgzyfN+m29QCPzDwgEApRotYCUp3SUiDO09bb/bulStsjkp3TEkDPExfKOZiIhck6enJ2JiYhATE4PRo0fjlVdewfjx43HsWM2HzUpKSjBu3DicOnUKAQEBdcb7+PhYlGvvnLZF7Z3RtecEgIMHD9q8g3rgwIGNSmyr1WpEREQgIiICI0eOxCuvvIJJkyZhz549AGqS1o8++ihOnDiBuLg4yTnKy8vxzDPPmMv33nsvHn/8cbtjaY14pzQRERERERERERERERERoXPnzti9ezf69OmDzMxMAMC1a9fwzjvvYOHChXX6104gV1ZW2r1m7TFSSemJEyciIyPDpvnS0tLQoUMHu+OoLTw8HN9++y0GDhyI33//HUDNfdfz5s3Dpk2bJMe88soruHLlCgDAy8sLK1eubHIcrYVsSWlRFB3aj4iIiIiIiIiISC45VTkQ1G5QVuUiwmqfXBjdpN+OM1VZ24MN5FblQFFheyy2zpVbmWv7pERERNRmhISEIDExEdOnTzfXrV+/XjIpHRYWZlG+evWq3etlZWXVO6ecPD098e6772Lo0KHmus2bN+Pjjz+Gt7e3Rd+0tDSLJHRiYqJDkuOthSxJab1e79B+REREREREREREckrYkYA8dRGi9AbsqqdPlpWkdGiJiI/qGZcfYPvx2I6ci4iIWhefQHdMXtBf7jDaBJ9A26+NcEYPPvggZsyYYd48mpWVhYyMDMTGxlr0aYW9QQAAIABJREFU69q1q0X5+i5hW+Xl5Vkc+a1Wq9GxY8dGRt08hgwZguDgYBQWFgKoyV8ePXoUQ4YMsehXWlpqsdn2pZdewksvvWT3eklJSUhKSjKX/f39zXdbuzJZktJKpdKh/YiIiIiIiIiIqIn01UBF29w5qygrRQBKrbRlAiirKZRpoRSkX6NwgxYqwYBwo6GZoiQiImo6hVIBvxBPucMgFxAQEICgoCBzIhYAcnJy6iSlu3XrZlG+dOkSdDod1Gq1TeukpqZalDt16gSVqm76Mj093cbIHU+hUKBDhw51XguyD++UJiIiIiIiIiJqy3RVwNbngHMpgKG64f6tkD+AmdYaP11nfqgCEGll09NnbTOfT0RERG2Im5tbnbqIiAhERESYk7RarRa//fYb+ve3bUf+wYMHLcp/+ctfmh5oC5B6Lah+TEoTEREREREREbVlW58DTn8tdxTkRNxNJoQYjXKHQURERDIqLy9HUVGRRV14eLhk39GjR2Pt2rXm8u7du21OSu/evduiPGbMGDsjbX6iKNY5llzqtejcuXOd52OLDRs2YOPGjebyyJEjLY79bi0JcKdOSt94sXloaGiTXnS9Xo/8/HxzOSoqqkmxERERERERERG5PH11zQ5pohvcXaWBu9hwPyIiImq9vvvuO4v7kUNDQxEZGSnZ94EHHrBISn/66ad4/fXXIQhCvWtcunQJP/74o7ns5uaGUaNGNTFyxzt8+LBFjlGlUqF79+51+vn4+GD48OF2z3/gwAGLcmRkZKPmcXYKuQOoT0xMDNq1a4d27drhp59+atJc+/fvN8/Vvn17B0VIREREREREROTCKnLb7JHdLa1aEFCgVModRr3cFWrcW1GJ+QVFDXcmIiKiVkuj0eDNN9+0qLv//vuhUEinFe+55x7ExMSYy+np6fj0008bXOett96ySHw/9NBD8Pf3b2TUzcNkMuHVV1+1qBs0aBACAwNlish1OfVOaaBmS3xDn6SwZy4iIiIiIiIiIqKWZrrpXnw75j3r7Vk5qFg5SbIt6b4kKKIibF+rkXOFVFfB/cNbbV6HiIiInNucOXMwfvx43HbbbTaPKSoqwoQJE3D+/HlznVKpxKxZs6yOcXd3x9y5c/G3v/3NXDd79mzccccdkjuKAeCzzz5DcnKyxRqJiYk2x2mvhQsXol+/fhgxYoTNY6qqqvDUU0/hhx9+sKifPXu2g6NrG5w+Ke2ohDQREREREREREVGLU3kAXUfBa+xH8FJ7We2m8wIqrLSFe0VA7RNt85KNnkufYfMaRERE5Pz++9//4p133kG/fv0wYcIEDB06FD169KhzXa4oijh37hw2b96M5cuXo6CgwKJ91qxZ6NmzZ71rzZgxAx9++CFOnz4NACguLsagQYOwdOlSPP7441CpalKSRUVFWLp0Kd5++22L8U8//TRuuummpj5lq3799VfMmzcPPXr0wIQJE3DPPfegZ8+e8PT0rNM3PT0d33zzDZYtW4aMDMvfjx5++GGnPGLcFTh9UpqIiIiIiIiIiGQwbSfgFyV3FC2itKzU6hGT06ZNg79fzTGS2TlXgQ3Z0pNMiURkREzdep9wwM3DUaESERER2e3IkSM4cuQIAECtViM6OhoBAQFQq9UoLy9HZmYmysvLJccmJCRgyZIlDa7h5uaGzZs3Y+DAgSgqqrkKpKioCAkJCXjuuefQqVMnaDQapKWlQa/XW4zt168f3n333SY+S9ucPn0ab7zxBt544w0olUrExMQgICAAnp6eKC8vR1ZWFoqLiyXHjhgxAhs3bmyROFujNpOUrq7+834kDw/+R4CIiIiIiIiIqF5+UUBgrEWVSauFIb/AygDXpa1SowTS9xdqq9TQKWveQjNUqSGI4ZL9xCo1dJUSb7VVFtoUgyE3x7ZgiYiIiJpAp9MhLS2twX5+fn5YvHgxnnnmGZtPNY6Pj8e+ffswduxYix3GFRUVOH78uOSY4cOHY/PmzZI7lpub0WhERkZGnd3QtV0/nvyVV16ps8ucbNdmktKXL182P/bz85MxEiIiIiIiIiIi12LSaJA9dy7K9+6DqNXKHY7DVXp7AWPGSLZdmTQRhZVVAADBKxg+IxdJz/HkLFyqsi0BTURERNQSPv/8c2zbtg27d+/GkSNHUFZWVm9/QRDQs2dPTJ48GQkJCQgNDbV7zd69e+PkyZNYtGgRVq1aZXXXcZcuXTBnzhzMmDGjRa7yXbZsGYYPH45du3bh0KFDKCxs+Pe2zp07Y+LEiZg+fTrat2/f7DG2dm0iKW0ymczb6QVBQJcuXWSOiIiIiIiIiIjIdWTPnYuylB22D1CoIHhI7zy2l1GhgMZd7ZC5rNF4ultv9AiEINbs3FF4BDZrHFaVXQWKDXb0r2fXdX1zlWXZFxc1C6NRC50uX+4w2gytlqcUEFHrFR8fj/j4eMyZMwcmkwkXLlzAxYsXceXKFZSVlUGv18PX1xf+/v7o0KED+vTp45CNnb6+vnj77beRmJiIw4cP49SpUygsLIRSqURkZCT69OnT4B3VjhYbG4vnn38ezz//PAAgLS0N58+fR0ZGBkpLS6HVauHt7Q1/f3+0a9cOffr0QXBwcIvE9tZbb+Gtt95qkbXkJHtS+rPPPrOp3969e5GTY/svCKIooqqqCmlpadi6dSvOnj1rbrv99tvtjpOIiIiIiIiIqC0yabUo37vPts5KNTxuSYAqsjcEZdMSyQYYsd/tDDIUBTAKpibN1RTeg+fAR2z54yQtrLsP8DHa3r9CCUD6mHG756IWYzRqcCb1ZRQU7IHJ1PpOJCAiInkpFAp07doVXbt2bbE13dzcMHDgQAwcOLDF1rRVXFwc4uLi5A6jTZE9KT1p0qR6t+WLoggAWLx4caPXEEXRvIYgCJg8eXKj5yIiIiIiIiIiaksM+QU2H9ntcUsC3GJuc8i6+93O4LIyzyFzuTJBKULlySRyW3Am9WXk5X0ndxhEREREzUL2pPR115PPjW23RhAECIJgHv+Pf/wDvXr1atRcRERERERERERkhUIFVWRvh0xlgBEZigKHzOXqfKOroVDKHQU1N6NRi4KCPXKHQURERNRsnCIp3diEsz1z9+jRA//3f/+HqVOnNttarqC6uho///wzzp49i+LiYqjVasTExOD2229Hx44d5Q6PiIiIiIiIiFyU4OHf5CO7r9MIOlmP7L5OKSrgKTb8nESjDmJ1qUPXFpQifKOrEdmvxKHzNorKA/Cxchw4OYROl88ju52MQuEOtTpU7jCIiIhaDdmT0mvWrJGsF0URTz31lPnY7VmzZiE+Pt7meRUKBby9vREUFIQePXogMjLSIfG2pMceewxffPGFRV1sbCzS09Ptnis/Px+JiYlYv349KisrJfv07dsXr7/+OsaOHduYcImIiIiIiIiojYndlAxVeAQAwFimR+GGTJkjcqxYUwhUaHib8mHvE7j9gWyEGxyXSFd5Gp1nh3TXUYCbh9xRELWokJDhUCrd5Q6DiIio1ZA9KT1jxgyrbU899ZT58ahRozB06NCWCMkpbNu2rU5CurF++OEHjB8/HgUF9R979dtvv2HcuHGYMmUK1qxZA7XaMZ9uJiIiIiIiIqLWSRUeAXVMNADAUFQNoHUkpZWiArGmEAzWd6+3n1bQ4RffE1gauRFbr5mgNrSyu59VHjUJ6bEfyR0JUYtRKNwREjIc3eOXyB0KERFRqyJ7UrohzXm0t7MqLS3F3/72N4fMdeDAAYwaNQoajcaiPiAgAHFxcSguLkZmZiaMxj//07RhwwZUVFRgy5Yt5p3qRERERERERESNFfpMLyj9bN9x6FFWAqz/WbJtysMT4efja/vi5bnA5gTptlHvAd4hdap9PD2hUtXdppyjKUDCgTnmcrGqDHqFoaYwbSfg5SRHXGfnANunSrdN3wFERtg2j084d0g7gb59voS7u41fM2oytTqUO6SJiIiagVMnpS9cuGB+HB0dLWMkLeull17CtWvXAADe3t5Wj9tuSHFxMSZMmGCRkI6NjcWyZcvwwAMPmBPOV69exYIFC7B69Wpzv6+//hpLly7FP/7xjyY8EyIiIiIiIiIiQOnnDlWQ7clNpWA9IRQYHYLAwMAG5zBptTDkFwDKaqDqinQnPx/Ar25SGgCkDuIWlSqIVYUAAIVJhSiDn7mtIktAoWfDmyt0BiNKNPoG+zWFWKhHtUeQZNulUn8o3G1M6hdVAaiyqaumVGe1LbtUg1JF4zeelJdqUaaSjvlaqRZlqpoYs7U6CBqDdAwlGgga23eyV5ZqGu7UQtzdI+DpGSN3GERERERN4tRJ6U6dOskdQov74Ycf8MknnwCouRf7zTffxJw5cxoYJe2dd95BVlaWuRwXF4cDBw4gKirKol9MTAxWrVqF9u3bY+7cueb6+fPnY9q0aTb9R4+IiIiIiIiIyBmYNBpkz52L8r37IGq1/6u1soPZ2m7ieixXuCG12yQUBPeCSfnn1Wd7LpUDKLd7vmZzx/+Trk/KApAl3dZMxq/6BWXKhpPSSpMBXkYrSfCIBySrv1510KIs/RED4Im9F6y0SPMxVuJhu0YQERERUX2cOind1mg0GjzxxBPmI8tfeOEF3HbbbY2aKz8/H//6178s6tasWVMnIX2jV199Fbt27cL+/fsB1Bwj/u6772LhwoWNioGIiIiIiIiIqKVlz52LspQdzTZ/ardJyAu7tdnmb4tUJj2GFfyAjlVpUImt7F5uIiIiIgIAKOQOgP70+uuv49KlSwCA9u3bY8GCBY2e64svvkBFRYW5PHjwYAwbNqzeMYIg4M0337SoW7duXZu815uIiIiIiIiIXI9Jq0X53n3NNr9RoUJBcK9mm7+tGlbwA26qvMiENBEREVErxqS0k/j111/xwQcfmMsfffQRfHx8Gj3f1q1bLcozZsywadzdd9+NuLg4czknJwe//PJLo+MgIiIiIiIiImophvyCG47sdjyd2s/iyG5qmB4iKuu5T1ppMqBjVVoLRuRYKhEI8eb3BBEREVFDXCopXVZWhk8++QTTp0/HLbfcgnbt2sHX1xdqtdquP+7u7nI/FQt6vR4zZsyA0VjzadDx48fj/vvvb/R8FRUV5iO4rxs5cqRNYwVBwPDhwy3qtm/f3uhYiIiIiIiIiIio7broZoRRsN7uZaxyqR3SBkGJKqWXudzFqERgsKeMERERERG5Bpe4U1qn02Hu3LlYvXo1KisrzfWNPVZaEOr5TVgGixYtwsmTJwEAAQEBWL58eZPmO336NPR6vbkcFxeHiIgIm8cPGDAAa9asMZePHTvWpHiIiIiIiIiIiKht0UPERTcjdnrpG+7sQi57xcGoUEElAp31SjzbLQoqN6XcYRERERE5PadPShcWFmL48OE4ceKEOQktCAJEUbRILtcu1+as9yKfOXMGCxcuNJeXLFliVwJZSmpqqkW5e/fudo2v3b/2fEREREREREREriZ2WAFUnrV25E7fAfjF2DxHWnYWsLZcsm3ABG+0Cw2XbMsrr8azm36XbFsw9mYE+TTv8c9CQAAEdcseMa03mFC17BimlzdwYqHRNY6+FqGESd0Jse4j8FSZG/yUSnTpHYqhU+LlDo2IiIjIJTh1UtpoNOLhhx/G8ePHAfyZjA4NDUVsbCx+/fVXc/3NN98MDw8PFBUVISMjw3wU9vVEdWxsLGJibP9PRkswmUyYMWMGdDodAGDQoEF48sknmzzvuXPnLMrt2rWza3zt/hkZGaiuroaHh0eTYyMiIiIiIiLH0hq1KNAUSLblVmkguBVZacuCQt02jpzNrcyVOwRyAipPI0y+SuSpg/6sDAoF/ENsniO/uhqAdFK6ol0IKqMjJdvKSjRI8/GXbNNG+8Dk19xXzRkBaJp5DUuaai2Mauk1Bz92E7x83AAA1SWFOGLl0MDeU1+Eu18ANOVlOPjvTyT7DJ/xD3j613xN8/V6vHglW7LfZ53aI9Kt8W+FevoFQOX2ZwLdy1/NHdJEREREdnDqpPTnn3+OH3/80ZxYbt++PVavXm2+H1mhUJjbPvjgAwwdOhQAUFVVhR9//BEfffQRUlJSIAgCCgoK8Oabb2Lq1KmyPBcpy5cvxy+//AIAUKvV+Pjjjx1ytHheXp5F2d5kfHh4OFQqFQwGA4Ca5HlhYSGio6ObHBsRERERERE5hsagwRsH38D3md9Da9Ra7efTWbp+2t5mCozISc3t/Hds7nwfqpU3JIBTywCU2TyHf6URf7fSNuNsCUozpRPWgsYAa2nnielFED2d+i26xhsrvVHioyoNUFWTsPYrq8DTVoY/q1OhTOcGuAcDk1+W7LNaByD/htfdL1CyX1inGER7Nnfyn4iIiIiscerfeN99910ANUdvBwQE4IcffkBsbGyD47y8vHDffffhvvvuw7fffouEhASUlZVhxowZqKysxHPPPdfcoTcoLS0N8+bNM5dfffVVdOvWzSFzV1RUWJS9vb3tGi8IAjw9PVFe/ucv9LXnbKy8vDzk5+fbNebixYsOWZuIiIiIiKg1eePgG9iZvlPuMIhcxn9DBlgmpImIiIiIqMU4bVI6Ly8PJ06cMO8cfvnll21KSNf2wAMPICUlBUOHDoVWq8WsWbNw55134pZbbnF0yHZ56qmnUFlZCQDo1q0bXnvtNYfNXTuB3Jhjt5srKb1ixQokJiY6ZC4iIiIiIqK2SmvU4vvM7+UOg4iIiIiIiMgmCrkDsOb6sdaiKAIAJk+eXG//6/2k9O/fH7NmzQJQc0/1jTuU5bB27Vrs2bMHQM2u5I8//hhqtbqBUbarrq62KDdmbnd3y08OazQte+8QERERERERWVegKaj3yG6yjbvSHSGett8nTESuyUMhIEztJncYRERERG2a0yalc3JyzI8jIiIQFRVVb//aidjann32WQA1yetdu3ahoKCg6UE2QnZ2NmbPnm0uP/HEExg0aJBD16i9M1qn09k9h1Zr+eZGY3ZbExERERERETmzu9vdDXce50zU6t0T4g8PpdO+DUpERETUJjjt8d1FRUUAanYSR0RESPZRq9XQ6/UAGt7JGxMTgw4dOiA9PR2iKOLQoUMYM2aMY4O2wXPPPYeSkhIANcn2f/7znw5fw8fHx6LcUMJeSu3Xs/acjfXss89i/Pjxdo25ePEixo0b55D1iYiIiIiIiNyV7ri73d2YP2C+3KEQUTPyUAi4J8QfS7u1lzsUIiIiojbPaZPSSqXS/Lj2UdLX+fn5oaCgAIIgICsrq8E5w8LCkJ6eDgC4fPmyQ+K0x+bNm/HNN9+Yy8uWLUNAQIDD16mdQL5+d7WtRFFstqR0WFgYwsLCHDIXERERERER1ZV0bxLCvcMBANklGoxffUiy3+an+yMywLMlQ3MaIZ4h3CHtILlVOVBU1DwWq/RW++VU5UCw4/jk8qryetbMRZVblWSbqSpHst6aT9rpER4YbnP/7KxcZFppW9stAO2jYyTbLqZdw/T9uZJta4JUiIsJtTkGV1FVqsXONacl2+59sge8/Gt+BquKBOy3MsemuCB4BdU9Yt/Lzx9Kt4a/n8LUbtwhTUREROQknDYpfWOytqysTLJPSEiI+RjuS5cuNTjnjclZexO1jvDSSy+ZH48ePRqPPPJIs6xTO+l79epVu8bn5ubCYDCYywqFAiEhvGOLiIiIiIjIFYR7hyPaJxoAYNJVQdQHSffzikK0j1dLhkatUMKOBOQHCACAMF0QkrDAar88dZHN83rpvXAf7rM6l7WkdGiJiI9sXgWY88scKI22X/HmWx2EiXhTsi1MrUR7T+kPO1S4WX8LrmNwELrHRNscg6so89DgSHW6ZFvX8Ej4hdR8KKZUrbKalL4pIgL+YbZ/aICIiIiInJfTflSwc+fOAGp27ebmSn+S9OabbzY//umnn+qdr6KiAufPn4cg1PxHyVE7f+1x/dhuAPjuu+8gCEKDf+6++26LOTIyMur0OXbsmEWfrl27WpSvXLliV5y1+8fGxvJOaSIiIiIiIiIiIiIiIiJqFKdNSt+YcC4qKkJeXl6dPrfeeiuAmsT18ePH8ccff1idb+XKldDr9RBFEQDQoUMHxwbsRLp162ZRPnPmjF3jU1NT652PiIiIiIiIiNoOnUkrdwhEREREROTinDYpHRoaiptuuslc/vnnn+v0uX78tSAIEEURkyZNkjyq+ptvvsEbb7xh3iWtVCoxePDgZopcfj169IDbDffqpKenIzs72+bxBw8etCj/5S9/cVhsRERERERERORaiquL5Q7BJQR5BModAhERERGR03LaO6UBYMSIETh//jwAICUlBePGjbNo79ChA+6//35s374dgiAgNTUV8fHxGDVqFLp27QqdTocDBw7g0KFD5h3SgiBgwoQJFndWt5StW7dCr9fbNeb48eOYPXu2uRweHo7k5GSLPtePOr/O19cXgwcPxt69e811u3fvxpQpUxpcTxRF7Nmzx6JuzJgxdsVMRERERERERNTWqBVquUMgIiIiInJaTp2UfuSRR/DRRx9BFEVs3rwZS5cuhbe3t0Wf5cuXY//+/SgvL4cgCKisrMSWLVss+oiiaN5NHRoaiiVLlrTk0zAbMmSI3WNUKssvkYeHB4YPH97guAceeMAiKb127VqbktLff/890tLSzOXw8HDcfvvtdkRMRERERERERERERERERPQnp05KDxo0CC+++CKqq6sBAOfPn8ctt9xi0adDhw7YuXMnRo8ejeLiYvMR3Te6npCOiorCt99+i6ioqBaJX06PPvooXnvtNVRWVgIA9u/fj3379mHo0KFWx4iiiMTERIu6adOmQaFw2lPeiYiIiIiIiEhG7w15D2GdbwYAiCV64MNMyX5J9yVBCHCTbJNSXlqOL9Z8YXUuX39fyTZTVg4qVk6yeZ2kgUsQFRJtc//KIj12/3HZ5v5ERERERFTDqZPSALB06dIG+9xxxx04d+4c5s+fj82bNyM3N9eiPSIiApMnT8acOXMQHBzcXKE6lbCwMDz//PMWu8KfeOIJHDhwwGpSftGiRdi/f7+57O/vj5deeqnZYyUiIiIiIiIi1xTiFYJon5qkrkFXjRxIJ6UjvCKg8vGwed5ivfV7rMO9whHoI31/s84LqLB5FSDc48/4bVFWrQHApDQRERG5Jp1Oh7NnzyI9PR3Xrl1DeXk59Ho9/Pz8EBwcjF69eiE+Ph5KpVLuUJudwWDAhQsXkJaWhqtXr6K0tBRarRa+vr4IDAxEjx490LNnT6jVjruiJSsrC4cOHUJOTg5KSkrg7e2NuLg43HnnnQgNDXXYOs7K6ZPStgoJCcHy5cuxfPlypKWlITc3F6IoIiIiAnFxcXKHJ4s5c+YgKSkJOTk5AIC0tDTceeedWL58OcaMGWPeVX716lUsWLAAq1evthg/d+5cBAUFtXjcRERERERERERERERE1HRbtmzBnj17cPDgQZw9exYGg6He/v7+/njsscfw4osvolu3bjav06FDB2RkZDQ6zu+//x533XVXo8fbYvfu3di+fTsOHjyIU6dOQavV1tvf09MTDz30EF544QX069evUWuaTCZ88cUX+Oc//4njx49L9hEEASNGjMAbb7yBAQMGNGodV9BqktI3iouLa7OJ6BsFBQXhyy+/xD333GM+Aj0jIwNjx45FQEAA4uLiUFJSgitXrsBoNFqMHTt2LGbPni1H2ERERERERESW9NVARW7D/ch+ZVlyR0BEREREzWjmzJm4du2azf1LS0uxatUqrF27Fq+99hrefPNNyatzXVFiYiIOHjxoc3+NRoPk5GRs2rQJzzzzDJYuXQp3d3ebx+fl5eGvf/1rg2uKooj//ve/2L17N2bPno3Fixe3yqt1W2VSmv40ePBgfPfddxg/fjyKiorM9SUlJfjjjz8kxzz++ONYt25dq/lLhoiIiIiIiFyUrgrY+hxwLgUwVMsdDRERERFRq+Dh4YH27dvD398fJpMJBQUFuHLlCkRRNPfR6/VITExEZmYm1q5dK2O0zcvNzc38WiiVShQVFSEtLQ0mk8ncRxRFrFy5Eunp6fjPf/5j05HeOTk5uOOOO+rsHhcEAR07dkRQUBAKCgqQlpZmsc4777yDsrIyrFq1ynFP0kkwKd0GDB06FGfOnEFiYiKSkpJQVVUl2e+WW27BvHnz8Ne//rWFIyQiIiIiIiKSsPU54PTXckdBREREROTSoqKiMHr0aAwePBj9+/dHXFxcnZ24xcXF2LJlC+bPn4+rV6+a69etW4eBAwdi2rRpNq8XHh6O5ORku2Ls3bu3Xf0bKygoCKNGjcKQIUMwYMAAdOnSBSqVZbq0srIS27Ztw/z585Gammqu37FjBxYuXIjExMR61zAYDHjkkUcsEtJKpRKzZs3CP/7xD0RGRprrMzMzsXjxYqxcudL8oYDVq1fj9ttvt+s1dwVMSju5u+66y+KTKY0VHh6OFStW4L333sPPP/+M1NRUlJSUQK1WIzo6Grfffjs6d+7sgIiJiIiIiIiIHEBfXbNDmoiIiIiIGi0lJQU9e/Zs8HTcwMBAPPnkk3j44YcxfPhw/P777+a2uXPnIiEhweYjpT08PDB8+PAmxd0cVq9eja5du9ZJQtfm7e2NRx99FA8++CDGjRuHnTt3mtuWLFmCWbNmISAgwOr4jRs34qeffjKXFQoFvvjiCzz88MN1+rZr1w4fffQR+vTpgyeeeMJc/+qrr+KRRx6Bt7e3PU/RqbW+A8mpXp6enhg2bBief/55zJs3D3PmzMHEiROZkCYiIiIiIiLnUpHLI7vlpPIAfMLljoKIiIiImqhXr152XdcaGBiI5ORkizHZ2dl23cXsrHr06NFgQvpG7u7u2LBhA3x9fc11Wq0W27Ztq3fc4sWLLcovvPCCZEL6RjNmzMCUKVPM5dzcXHzwwQc2x+oKZNkp/dlnn8mxrIXHH39c7hCIiIij7SnuAAAgAElEQVSIiIiIiJxT11GAm4fcURARERGRDOLj49G3b18cPXrUXJeamopBgwbJGJU8QkNDcc8992DLli3muhuP9K7t7NmzOH/+vLmsUqkwZ84cm9aaO3cuNm7caD5Bec2aNZg7d24jI3c+siSlJ02aZNenMpoDk9JERERERERERJZEhRq6qIEo7/wMcPI4AKA86wqqgqOl+6ddQYG25u0lY6UB5YJGsp/HtXNQlittjqOsvKqexmsAyqy05di8BtnPaNRCp8u3qa9WVw03rwIrbdeg0dR86KG6WrpPTVs21Bq9/YG6IK2W37tERORcOnXqZJGULiiw/m92a9epUyeLcn2vxY8//mhRvvXWWxEVFWXTOjfddBNuuukmnDt3DgCQkZGB3377DX379rUzYuck653Sjrgr2R6CIEAURdkT4kRERERERETUBNN2An62vbFjD5PehNIdl1F9oRQwmqz2M8KIw6qLuKYogkmw3s8VVZi8YbiqAq7usGwYMVB6wKHjAI7/WXa3MvFXjojufz69D1aT0hVKADx23NGMRg3OpL6MgoI9MJm0No/rdL90/Ymzfz7WlrsBkL5W7rc/HoW7b9tIShMRETmb6mrLq3Tqu0O5tbPntbhy5YpFuXfv3nat1bt3b3NSGgC+/fZbJqWbqqUT0nKtSUREREREREQO5hcFBMY6fNriz1KhSVUDCK233z63k7is1APwrbcfUWtxJvVl5OV9J3cYRERE1EJEUcSvv/5qUddaEqONcfjwYYtyfa9FYWGhRTkoKMiutYKDgy3Kf/zxh13jnZksSek1a9bIsSwRERERERERkSRRb4LmTFGD/QwwIkPRdo8upLbHaNSioGCP3GEQERFRC1q3bh2ysrLM5W7duqFfv352z1NQUICrV6+irKwMfn5+CA4ORkxMjEudaLx371788ssv5nJQUBDGjBljtb9CobAoG41Gu9bT6y1Pianv/mpXI0tSesaMGXIsS0REREREREQtxKTVwpDfhORteS7UVpp0OblApWPf0jCW6QFDw0dxawQdjK3syG5XooIBPqh03ITeIY6bq5XS6fLtOrKbHEuhcIdaXf/pDURERI6UlJSEZ5991lxWKBT48MMP7Uok5+XloXv37pIJ1aCgIAwaNAiPP/44HnroISiVSofE3RxSUlIwceJEi7r33nsPXl5eVsfU3hmdl5dn15q1+6elpUGr1cLd3do9Oa5D1juliYiIiIiIiKh1MWk0yJ47F+V790HUNj6R5eZtQGcrGxCuTJoIvYOT0oJXMHxGLnLonOR4XXEJbrBvt0m9VK7z5p5Bp0NlSbFFndFghKa8ee9c1ulz/nfvc/PQV/DtyfqEhAyHUuk636dEROT8zp8/b3HvsV6vR3FxMU6dOoWtW7fizJkz5ja1Wo2PP/4Yw4YNs2sNjUZjdYdvUVERtm7diq1bt6JTp05Yu3YthgwZ0rgn00SZmZkW9zcbjUaUlpYiNTUVKSkpOHLkiLlNEAQsWLAAU6dOrXfOjh07WpRrH4PekN9++82ibDQaUVBQgOjoaLvmcUb8rY+IiIiIiIiIHCZ77lyUpeyQOwxqZVQwoCsuYSz+K3coLU6vrcaulctw6ehhGPQ6maLoLNO6bZdC4Y6QkOHoHr9E7lCIqJUxGY0oL+RVJC3BNzgECifcBbxixQosW7as3j6CIODee+/FokWL0Lt372aL5dKlSxg2bBjee+89vPjii822jjVfffUVZs2a1WC/AQMGYOHChTYlzwcNGmRRPn36NE6dOoWbb765wbH79+/HtWvX6tRXVFQ0ONYVMClNRET0/9m77/CoqrwP4N87NZNMeiWF0HyBsKIbRWyg0kURdEVFUKq+q7iAKyAKUgQUFV1wVVxUkFdAwIoCygKCICplEQRpgiSkk55JMpl63z+yDExyh2Ra7iT5fp5nn2fOPe0319HNzO+ec4iIiIjIJ+wmEww7vpM7DJ+r3v0q7DW1K1SrdEFA/1sl2/X94QB0xta1zXHw7ImIS+wgWacMVgAq35wXqA/WQa1SAVh05YZ5+cCmMT6ZM1BsXbYUp37aI3cYsrjuz+sQFts6t1jXaGK5QpqI/MJQXIT3/8YjVpvChH9+gPC4eLnD8Mjw4cMxadIktxPSYWFhGDRoEAYOHIhrrrkG7du3R1hYGKqrq5Gbm4sff/wRK1euxA8//ODoY7PZ8PTTTyM+Ph4PPfSQr9+K1/r27YupU6eid+/ejWp/1VVXIS0tzWnF+XPPPYevv/76iv3sdjtmzpwpWcekNBERERERERHRZayFRV5t2R2o7DWlEKuLawuC6/PjdKX5CKmqbqKo5GdWAWHXX4uY6PZyh3KJj7d1l5vVbMbZg/vkDkM2QUFtoNM1zx/ziYiImrMNGzZgw4YN6NWrF1asWIFOnRreNeW1117DnXfeCb1eX68uLCwMYWFh6NKlC8aNG4cvvvgC48aNQ1lZGQBAFEWMHz8et99+OxISEnz+fryxY8cO7NixA1dffTVWrFiB66+/vsE+zzzzDMaPv/Twx6ZNmzBjxgwsWiT9gKXdbsfEiROdkvWXMxqNngUfYBRyB0BERERERERERM3PgasECFqN3GG0aFVlpTJu2S0vlVqDkIhIucMgIiJqcZYsWQJRFB3/q66uRlZWFjZt2oTx48dDp9M52u7Zswc9evTAwYMHGxx3+PDhkglpKffeey+++eYbp7mqq6uxcOFC99+QF6ZMmeJ0L0wmE/Ly8rB161ZMmTIFERERjrZHjx7FLbfcgs2bNzc47ujRo+utrH7llVfQq1cvfP7557hw4QIsFgvy8vKwfv163HDDDXj33XcBwGnOixp7XwNdy3p8lIiIiIiIiIioiShsNgQZaxxlwW6XMRr32BQqmDVhHvW1KICTycCmngr0OpGLIo0ZotHm/jhWGypMVo9icEUsLYEpsqNkXYdCGyLqrOTPPlaIGnXjfx6rMVigc7HEIz+7HOWGGsm64oJqJEB6K3PBYIW1RLqfvdyCYJVn/5yau47X3gBU2mGF9L0ham6U4VoISt8caUBE5Es6nQ7JyclITk7GXXfdhRkzZmD48OE4fPgwAKCsrAzDhg3DsWPHJBOmnrrxxhsxffp0zJs3z3Ft7dq1WLp0KRSK+n9w7d27t9Erhm+99VYEBQW5HZNGo0FCQgISEhIwYMAAzJgxA6NGjcL27dsBAGazGQ899BB+/fVXtG/vercgpVKJjz/+GL1798bZs2cd13/44QeXq6EBQKVSYdWqVRg6dKjTdV/edzkFdFJao/HP07aCIMDUArcTIyIiIiIiIgpUqWtWQxXvxlZ8hhxgfX/Jqrar1wChST6KrJatwoLi/8uSrEtdvRrKMDUAoMxggHLNatywfz8Sc3KhsrmfjJWTTaHGiS6jUBTdHXald7+7DMoASj+uRpA6C0rBs0SLP9Z8hN72rOT1f2YCQJ1Vx0fPuTV2MIAB//0s1LPud5f92gP4FKHSlRtykI8cl32HpDzR+ABbkiIg/9UDckdB5DMJ03tAFeV+goSIqKl16tQJ27ZtQ3p6OrKyav8+zsnJwWuvvebzlcyTJ0/GggULYPvv39QlJSU4ePAgbrjhhnptR44ciczMzEaNe+7cObRr187r+OLj4/HVV1/h1ltvxaFDhwDUnu88a9YsrFmz5op9ExMTsW/fPowYMQLbtm1rcK7Y2Fh8+OGHSE9Pr1fHpHQTsFp9+7TsRYKHX5SIiIiIiIiIyDOq+ARokt1IJJe6/k1AkxAPRPo2KV27UlU6Ka1OSHAkEtSlpbhh/360PS/dNtCd6DIKF+IaPgevMa4NViJZw5PhiIiIiFqamJgYzJs3D+PGjXNc+/DDD32elI6MjER6ejoOHLj0INqpU6ckk9Jy0el0WLx4Mfr06eO49sknn2D58uUICQm5Yt/o6Gj8+9//xtatW7Fs2TJ89913MBgMTm0SExMxatQo/P3vf0d8fDx+++23emMwKd1EBEGAKIputZfizhhERERERERERFJEkwmJOblyh+ERm0KFoujuPhlLAaCNmg/9ExERNTeh0TGY8M8P5A6jVQiNjpE7BK/ce++9GD9+vCO/lpubi8zMTKSmpvp0npSUFKekdGFhoU/H94XbbrsN0dHRKC4uBgBYLBYcPHgQt912W6P6Dxw4EAMHDoTVakVmZqbjPSYnJyMxMdFpu/Ljx4879b3+et88UBoIAjopffPNN7u9qrm6uhqFhYXIzs4GcClJnZSU5JOl+kRERERERETUetlKSprdlt0XmTVhXm/ZfZFWAY+37CYiIiL5KJRKhMfFyx0GNQMRERGIiopyJGIBID8/3+dJabXa+WgUi8Ui2S4jI8On87pDoVCgXbt29e6Fu1QqFTp27IiOHTu6bHP06FGnMpPSTeRKh303pKCgAOvWrcPixYuRk5OD4uJivPjiixg7dqwPIyQiIiIiIiIiIiIiIiJq+eomkH2hbnI3NjbW53P4gz/uBQBs3rzZqXznnXf6ZR45tNiDf+Lj4zF58mQcPXoUffv2RU1NDSZMmIBly5bJHRoRERERERERERERERFRwDIYDCgpKXG6Fh/v21X2JpPJaetuoHY770AjiiLOnz/vdM3X9wIAfv/9dxw6dMhR7tq1K2655RafzyOXgF4p7QsRERH48ssvcf311+PUqVOYPHkyevbsifT0dLlDIyIiIiIiIqIWJOrdZYjsdFWj25vsdvQ9cBIm0Y9BXUZvBB7eK1238XobqrSNHyvWLGDA79J1s9uZUOJi4YhgtkJ1vFyyznpVKKD27fqJiuAQWFWutyzvt+crBBurPB7fLtYAsLvdT2c3QinWbgP/0NxXXZ45aSguwrq50yXrNPoHIShDna7d90w69JFBbsdzJTWmPPzn0EOSddelr0OQto1P5yNqqZThbvxHlogoAGzevNlxnjRQu4K5TRvf/v/+unXrUF1d7ShrtdqATMLu27fP6axrlUqFtLQ0n88za9Ysp/KECRN8PoecWnxSGgBCQkIwf/58PPDAA7DZbJg2bRp27Nghd1hERERERERE1IIo4uKgSU5qsJ3JZkKRsQi5JhHno5pue8KaKhsA6YRwZkIUykOUjR6r2mgHfpdO5v7SNgp5OunksmC0QpspfSa3qVMcRF3T/VSlslowuOI3wGb1eAxPU+imizGoNQhNjYNKI504V1jVqLZWSNZZ7XYo6hzrrQjXQhXl26S00qiGVVckXRehhkrn2/mIiIhIfkajEXPmzHG6dvfdd0Oh8N0DhPn5+Zg5c6bTtQEDBiA4ONhnc/iC3W7Hc88953StV69eiIyM9Ok8X3zxBTZs2OAod+zYEU8++aRP55Bbi92+u64hQ4YgKCgIoihi165d9ZbZExERERERERH5k9FqxLTvp+GWj2/BoM8GYfQ3o+UOqVXrlHECKi8S0r7Q8fqeLhPSRERERN6aPn16ve2xG1JSUoJ77rkHp0+fdlxTKpV4+umnJdvn5eVhzpw5KC0tbfQcGRkZGDRoEHJychzXBEHA3Llz3YrVHQsXLsS2bdvc6lNdXY1HH30Uu3btcro+derUBvuePn3aaaX5lXzxxRcYMWKE07Vly5YhKKhlPfzXapLSWq0WHTp0cJT37nWxXxURERERERERkR/M3jsb32Z8C5PN1HBj8huV1YIuZ37FoF1fyBeDWoPON/XCwCcmyxYDERERtXz//ve/ccMNN6Bnz5544403cPjwYVgslnrtRFHEyZMnMX/+fHTu3Bnbt293qn/66adx9dVXS85hMpnw4osvom3bthg5ciQ+//xz5ObmSrY9c+YMZs2ahWuvvRZHjhxxqps8ebJfj949cOAABgwYgD/96U+YP38+9u/fD6PRKNk2IyMD//jHP5CWloY1a9Y41d1///0YPHhwg/M9//zz6NKlCxYuXIijR4/CZnPeLchms2Hnzp24//77cd9998FkuvQd4emnn0b//v09eJeBrVVs332RXq93vM7KypIxEiIiIiIiIv+6uD0wtUwFVQVyh0BuMtlM2Jm1s9HtIwrmQ2Et8WkMoTXhACZJz5c/H8og6a29g2uUGPxzgtM1vUIPRI2UbL+mXRTEMOlDpQsqTBi3W/rzu6ZdFOLD/H/maqxKCe01bYGhA/0+lyshEZFcIU1ERERNZv/+/di/fz8AQKPRICkpCREREdBoNDAYDMjKyoLBYJDsO3r0aLzyyisNzlFZWYm1a9di7dq1AIDo6GjExcUhLCwMRqMReXl5TucyX2748OF4/fXXPXx37vntt98we/ZszJ49G0qlEsnJyYiIiIBOp4PBYEBubq7LVd/9+/fHRx991Oi5Tp8+jVmzZmHWrFkIDg5GamoqwsLCUFpaipycHFRV1T8OZ8KECVi8eLHH7y+QtaqktKsnM4iIiIiIiFoKo9WI2XtnY2fWTq7GJAogRcYit/6dVFhLoLT59sESpc1+hbpSKG3SSXC1RYlwg/PWgcEqOxAlPdb/JCS4PNc4rKQawAnJuqsSEpASFVhnCBIRERG1NGazGefOnWuwXVhYGBYtWoS//vWvEATB7XmKi4tRXFx8xTZarRYvvfQSnn76aY/m8JbNZkNmZiYyMzOv2E6r1WLmzJmYMWMG1Grphy8bUl1djRMnpP8OBgCdToeXX34Zkye33J10Wk1S+siRI8jOznZ8qGNjY2WOiIiIiIiIyPcubg9MRERERERErdvHH3+Mr7/+Gtu2bcP+/ftRUVFxxfaCIODqq6/GI488gtGjRzcqlxYfH4+lS5di586d+Omnn1BQ0PCuTqmpqXjkkUfwxBNPIDExsdHvxxtLly5Fv379sHXrVvz0008NJswBoFOnThg5ciTGjRuHtm3bujXfmDFjYDKZsGvXLlRWVrpsFxUVhVGjRmHatGlITk52a47mplUkpU0mE5566ikAtfviC4KAa6+9VuaoiIiIiIiIfMvd7YGJiIiIiIio5eratSu6du2K6dOnw2634/fff8eZM2dw/vx5VFRUwGKxIDQ0FOHh4WjXrh3S09MRFhbm1hw6nQ6TJk3CpEm1x8Tk5eXh1KlTOH/+PIqKilBdXQ2NRoPIyEjExcWhR48eTZaIvlxqaiqeeuopR77w3LlzOH36NDIzM1FeXg6TyYSQkBCEh4cjJSUF6enpiI6O9ni+u+++G3fffTdsNhuOHj2KU6dOITc3F1VVVVCr1YiPj8ef/vQn/PnPf4ZSqfTV2wxoLT4pvXPnTkyfPh2HDh2CIAgQRREpKSn485//LHdoREREREREPuXu9sDU8miVWsToYuQOg3xgVV4+Ek2XrTIZ+y0QnuTVmFUlFmz75Q/Jug/vXIWQKOmtCCuLirBp10yv5iYiIiIieSkUCnTu3BmdO3f26zxt2rRBmzZt/DqHL7Rv3x7t27f3+zxKpRLXXnstF8siwJPSjz/+uEf9jEYjCgoKcOTIERQVXTp/6eIq6Xnz5vkqRCIiIiIiIqKAcUfKHdAqtXKHQT4Qb7UjyWq7dCE4HtB7l5SuqDECkE5KJwTHI0yvk6wrrw7on4+IiIiIiKgZCOhvFe+//75XB5uLoggATmOMHTsWo0eP9jo2IiIiIiIiokChVWpxR8odePGWF+UOhYiIiIiIiKiegE5Ke+vidt2iKCIoKAhz587FtGnT5A6LiIiIiIioya0atArxIfFyh0F+EqOL4QppIiIiIiIiClgBn5S+uNrZE5GRkUhPT8fgwYMxatQoxMbG+jAyIiIiIiKi5iM+JB5JXm79S0RERERERETkiYBOSv/+++9u9xEEAUFBQQgLC4Ner/dDVERERERERERERERERERE1FgBnZTu2LGj3CEQEREREREREREREREREZEXFHIHQERERERERERERERERERELReT0kRERERERERERERERERE5DdMShMRERERERERERERERERkd8wKU1ERERERERERERERERERH6jkjsAIiIiIiIiIvIxSw1QWQBlRQ2ShULJJsqKLEAI8u28hgKoQ6wu6nKAUhd1UipyfRMTERERERERya5ZJaVPnDiBLVu24JdffsH58+dRUVEBo9EIURTdGkcQBJw6dcpPURIRERERERHJxFwNbJwInNoCWGuQCOAHrYu2H/p+eg2ATkNcVK7v7/sJiYiIiIiIqFloFknpffv2YcqUKdi/f7/TdXeT0RcJguCLsIiIiIiIiIgCy8aJwG+fyx0FERERERERkZOAT0q/8847mDRpEkRRdCShLyaVPUkue5rIJiIiIiIiIgpolpraFdKtgLXcBIg1ztesVlRWV9ZpaAaMpY0a01ZlhUEwStYF5ZyC0qAEAFTmZ7oexJAPlIZI11UXNCoOapjNZoLZLL0tfUtTU1Pksk6tK4VCZXG6ZjLnwGj07bb8JlO+T8cjIiIiotYpoJPSmzdvxlNPPQWgNgEtCIIjOa1UKhEWFobg4GCZoyQiIiIiIiIKAJUFgLWm4XbNnChqkP9uFoDaJK8VNuxWH0emogg2we7d4K62Ov/s0svgyiq42qEcn4wB9OXSdSolkJLkeWwEm82I4yeeRVHRdtjtJrnDaRImgxpAJ8m6tn1fhTbUOSn968kmCIqIiIiIyAMBnZSeNGkSADiS0VFRUZgyZQqGDh2Krl27QqUK6PCJiIiIiIiIyMeM9p6oPb261m71cfyhvCBfQM2A1WxGVVkpKktrYLdJJ80NxRcg2qVX2BqKXa/WddVerFHAaLDUq7tgqEGopUKy34U/sqAodL3KNzPnJZQZvv9vSe1WTM2VpZK/fRERERFRyxCwf9keOHAA586dcySku3Xrhh07diAuLk7u0IiIiIiIiIioiYmiBkZ7T5RaJjuuWWFDpsK9hGlrYjHVYOuypTh7cB+sFvMV266b/YHP5l03dzqqrdKJZwAY4+L6rtfWNGJ06VXDREREREQU2AI2KX3kyBEAtWdAC4KAFStWMCFNRERERERE5IH7TbORj2inaxv+9yYkhvv27NmaM9ko/TzPp2NeZBMjcfkKaQAwCmbvt+z2oRBU+2dgVRCgj3e729ZlS3Hqpz1+CIgIUCi00Ghi5Q6DiIiIiJqJgE1KFxYWOl4nJSWhR48eMkZDRERERERE1HzlIxrZonPyyBaWAkQG+3QeMUSETQycJHFTU8FP773zYEDt3gMEVrMZZw/u8088RABiYvpBqXR1EDsRERERkbOATUoHB9d+MRYEAYmJiTJHQ0RERERERETUxFRBtQnpoW+73bWqrLTBLbup+RKUdqh1VlnmVii0iInph7Sur8gyPxERERE1TwGblL7qqqscr8vLy2WMhIiIiIiIiIi8FXFfIoI6Jfl0zKCKMuDDHyXrHrX/G2F1t9Me/DoQEtOosZXBCkAl1Ltuzb+Aok2bpDuN+wZokyBdV10AbB/fqLkBAGO/AaIT3V4hTa2DUtMB574d43QttXs0ej/Y2e9zazSxXCFNRERERG4L2KT0rbfeCq1WC5PJhD/++AMVFRUICwuTOywiIiIiIiIi8oBSr4QqyrcJVqXgOjEWqchCJCqcL3buBESmejWnWZmDIleVYclApIvEu9rNn2DCkwA1E39UlxIKdScotQNgqVbXXlEr0P6aGPR5uCvUGqXM8RERERERSQvYpHRYWBhGjhyJFStWwGq14qOPPsLEiRPlDouIiIiIiIiIqFnThD4ICHqna/dNTYc+UvqhAUNxEdbPfbbx4+sfhNXufL72wMf/hJAwDfINNRjz8SHJfh+OSEdCqHQMZks+TpwdLVnXteMqaNQuVqi3MLqwCKjUGqdrweEaqNRMRhMRERFRYAvYpDQALFy4EJs2bUJhYSHmzJmDgQMHolOnTnKHRURERERERE3MbjLBWuhyfSoBgKEAGhdV0dVlMNudk1b2vFyYq3U+DcFaVOjT8chPBD0UynCnS6HRcQiL8c3nQVCGQlFn5/OE9skIi9HBXlINg/qMZL+4DilIigqWrDMalfjjgkWyLqFjEnS6ZK9iJiIiIiIi/wropHR8fDy+/PJLDBo0CCUlJbjjjjuwevVq3HbbbXKHRkRERERERE3AbjQib+ZMGHZ8B9FkkjucgKYOsaLTEOm61394G5Yq558AqrcBZ30cgxAcDf2Al308KhERERERETV3AZ2UBoAbb7wRP/74I+6//36cPHkSffr0we233477778f6enpiI2NRVCQ+2dSJSYm+iFaIiIiIiIi8qW8mTNRseUbucOgRhLtNtirpFe0Wy5oIAYrYay0+Ww+Q2UFQipqt4m2ATCJl37mOIuOCEG1c4eD5wG90as5xeIi1ARFSdadzTJAYSqRrCsyViLE0N7pmk0ZBnuxWbJ9RkYZjBq1x3FWl5a51T6v3IhyhShZZyg3oUIV6nTNrtRLtgUAg2BHlcL5Ws5/x8+vqHErLiIiIiIiahkCPikNAGlpafjuu+/Qt29fnDhxArt27cKuXbs8Hk8QBFitVt8FSERERERERD5nN5lg2PGd3GG0GGaVGiVh4Q03vEgUEV5lQJDZDKHh1rVqylC17fl6l20KNfbljEJRdHfYla42GfdMMG53vL48bboPt9Zv/JkFQK73k944X/r6qtwrjv8IpkhcrZRse3T7bzjqfmQOdlu5W+2Hv/szKpTSSWkAQMoop2ICBIxw0fTjUDPy4TzW8vd+ciseIiIiIiJqWZpFUnrx4sV48cUXUVVVBUEQIIpX+JJERERERERELYK1sIhbdvvI0gfGYOO1/WHWND4h/ML7b6LPf3yTSDzRZRQuxF3vk7GIiIiIiIio+Qn4pPSoUaPw8ccfOxLRgiAwMU1ERERERETkhp+7p7uVkFZbzLjl14M+mdumUKEourtPxiIiIiIiIqLmKaCT0m+88QbWrl0LAI5EtCiKiI6ORrdu3RAdHY3g4GCZoyQiIiIiIiJqWaIqyqG1WHwyllkT5vMtuwWcfBQAACAASURBVMm3LBBR5eI86aaiVSkQG6qVNQYiIiIi8q2amhr8+OOPOHnyJEpLS6HRaJCcnIyePXuiQ4cOcodHTSxgk9ImkwkLFy50SkbffvvtWLBgAW6++Wa5wyMiIiIiIiIZpa5ZDVV8gtxhBBZDDrC+v9xRUDN0Rm2DrdEHh/tH/7R4BKmV8gZBRERE1IqNGDEC69atc7qWmpqKjIwMt8cqLCzEvHnz8OGHH6KqqkqyzXXXXYcXXngBQ4cO9SRcv/LlvbiSo0eP4rrrroOlzgPBK1euxJgxY3w6VyAI2KT0rl27UFpa6tiue9iwYfjkk0+gUCjkDo2IiIiIiIhkpopPgCY5Se4wAkupVe4IqJmxQMQZtQ3fBvtmVbwntCoF+qfF47X7r5EtBiIiIqLW7uuvv66XhPXUrl27MHz4cBQVFV2x3X/+8x8MGzYMjz76KN577z1o3DhuyJ98eS+uxGazYfz48fUS0i1ZwCalT5w4AQAQRREKhQJvvvkmE9JEREREREREMvvbM3NQGBnd6PZ6I/DwXum6jdfbUOXFjs2CyQr14VLJOktaOKDx/+8IZSGhsKp98wOa0mpFUn4mev6yGyqbdw8ZCKIVIS7qSqu/giioYBeNiIYNI0vcjFOlRue0G4BS6UTyCIMGVXV2A7/3mXToI4PqtY0N1XKFNBEREZGMysvL8cQTT/hkrB9++AGDBw+G0Wh0uh4REYH27dujtLQUWVlZsNlsjrr/+7//Q2VlJT799FMIgrzb9/jyXjTkH//4Bw4cONAkcwWKgE1Km0wmALVnSXfq1AlJSXwCnoiIiIiIiMhXIgrmQ2GVzkZGlLlOiFpMb8NSI/1zQrQlAq9nPuN0zWQV8Sukn/4vx9swCOWNjLg+jT0OZfpHJesiVP8Hc9AFj8duNBugsDXcLLhGicE/S285f/eUGQiJiESsSgmtoiPwcB+vwzIUF2H93Gcl68bNmorQ6BiPxw6JiAQq7ch/VfpHtFBRAZXd+VpSuA5hUTqP5yQiIiIi/5g2bRpycnIAACEhIS63225IaWkpHnzwQaeEdGpqKpYuXYp77rnHkXDOzs7GggUL8K9//cvR7vPPP8c//vEP/P3vf/finXjPV/eiIWfPnsXs2bMdZX/OFUgCNimdmJjoeB0RESFjJEREREREREQtj8JaAqXt0pZ6qwatQnxIPADAnpuPyrdGSfZbPWAJFInSyVWxzAK8leV0rdomSrYFgI8GLEFIlNrd0B1+zyrBmD/OS9YtyTuNq5SZzhfHfguEy/PQe2VRETZtmylZ1zkuFuFx8U0WS2h0jNfzWVHjo2iIiIiISC67du3C+++/DwBQKBSYM2cOpk+f7tFYr732GnJzcx3l9u3b44cffnDK9wFAcnIy3n33XbRt2xYzZ176+/jFF1/E2LFjERkZ6dH83vLlvbgSURTx2GOPOZL3Q4YMQUVFBb7//nufzxVoAjYp3b59e8frwsJCGSMhIiIiIiIiavniQ+KRpK9N2JqDgUpX7YIToNFLJ3at5hrkI0uyTkpCcDzC9J6vni3TKQBIJ6VjbSKSxDpLmIPjARex+1t5dcD+BENERERErZDRaMSECRMgirUPkf7tb39Djx49PBqrsLAQ//znP52uvffee/US0pd77rnnsHXrVuzevRtA7dbZixcvxsKFCz2KwRu+vBcNee+997Bz504AgF6vx9tvv41HHnnEL3MFmoA9pPnmm29GYmIiRFFERkYGsrOz5Q6JiIiIiIiIiIiIiIiIqNl74YUXcPbsWQBA27ZtsWDBAo/HWrduHSorLz3W2rt3b/Tt2/eKfQRBwJw5c5yurVixwpEYbkq+vBdXkpOT47T6euHChUhJSfHLXIEoYJPSCoUC48ePd5TfeOMNGaMhIiIiIiIiIiIiIiIiav4OHDiAJUuWOMpvv/029Hq9x+Nt3LjRqXx5fu9K7rjjDqedk/Pz8/Hzzz97HIcnfH0vruTJJ59EeXk5AOCGG27AU0895Zd5AlVA7x313HPPYePGjfj111/x1ltv4bbbbsPQoUPlDouIiIiIiFoJk82EImNRww0DREFVgdwhEBERERERUQCzWCwYP348bLbao26GDx+Ou+++2+PxKisrHVtwXzRgwIBG9RUEAf369cN7773nuLZp0ybcdNNNHsfjDl/fiytZt24dvvrqKwCASqXCe++9B4UiYNcO+0VAJ6WDgoLw7bffYvDgwTh8+DCGDx+O5557DtOmTfPbUwpERERERERGqxGz987GzqydMNlMcodDRERERERE5BMvv/wyjh49CgCIiIjAm2++6dV4v/32GywWi6Pcvn17JCQkNLr/Lbfc4pSUPnz4sFfxuMPX98KV4uJiTJo0yVF+5pln0L17d7/MFcgCOim9du1aALXL2V966SVkZGRgwYIFWLJkCQYOHIjrrrsOsbGxCAoKcnvshx9+2NfhEhERERFRCzF772x8m/Gt3GEQERERERER+czx48excOFCR/mVV15xK4Es5cSJE07ltLQ0t/rXbV93PH/xx71wZfLkySgsLAQAdOzYsd5Z2q1FQCelR40aBUEQHGVBECCKIgwGAz777DN89tlnHo/NpDQREREREUkx2UzYmbVT7jCIiIiIiIiIfMZut2P8+PEwm80AgF69euGxxx7zetxTp045lVNSUtzqX7d9ZmYmampqPFqQ2lj+uhdStmzZgjVr1jjK7777LnQ6nV/mCnQBnZS+SBRFR3L68iT1xbrGupjUrjsGERERERHRRUXGoha3ZbdWqUWMLkbuMIiIiIiISGaiTYStvGV93wlUynAtBGXg5KPefPNN/PzzzwAAjUaD5cuX+yRfduHCBadycnKyW/3j4+OhUqlgtVoB1CaMi4uLkZSU5HVsrvjrXtRlMBjw17/+1VF+5JFH0K9fP5/P01wEfFL6YtLZneRzQ2MRERERERG1Jnek3AGtUit3GEREREREJDNbuQn5rx6QO4xWIWF6D6ii/Lfa1x3nzp3DrFmzHOXnnnsOXbp08cnYlZWVTuWQkBC3+guCAJ1OB4PB4HJMX/Lnvajr2WefRVZWFgAgJiYGb7zxhl/maS4COil9+cHmRERERERE5B6tUos7Uu7Ai7e8KHcoREREREREJJPHH38cVVVVAIAuXbrg+eef99nYdRPInmy73ZRJaX/ei8vt2bMH7777rqP8+uuvIyamde9gFtBJ6fHjx8sdAhERERERkcOqQasQHxIvdxiNFqOL4QppIiIiIiKiVuyDDz7A9u3bAdSuSl6+fDk0Go3Pxq+pqXEqezK2Vuv8vdVoNHoVkyv+vhcX1dTUYPz48Y4dnPv164dHH33U5/M0NwGdlCYiIiIiIgok8SHxSNL771wrIiIiIiIiIl/Jy8vD1KlTHeUJEyagV69ePp2j7spos9ns9hgmk/M5556stm5IU9yLi+bMmYPff/8dQO0q8MtXTLdmTEoTERERERERERERERERtTATJ05EWVkZACAhIQGvvvqqz+fQ6/VO5borpxuj7sroumMCcKxwbox+/frVu9YU9wIADh06hNdff91Rnj17Njp27OiXuZobJqWJiIiIiIiIiIiIiIiIWpBPPvkEX3zxhaO8dOlSRERE+Hyeugnki+c1N5Yoio1KSvfv39+tMS/XVPfCarVi3LhxsNlsAIDu3bs7rc5u7ZiUJiIiIiIiIiIiIiIiagWU4VokTO8hdxitgjJc23AjP5o2bZrj9V133YUHHnjAL/PExcU5lbOzs93qX1BQAKvV6igrFArExMT4JLaLmuperF69GkeOHAFQ+z6WL18OlYqp2It4J4iIiIiIiIjIK1azGVVlpbCVm1BlKXeqM9pF2G1WyX6G4gsQ7Z6fF1ddUoRQS4V0naBEuVDnh8CiYsDi+/PpGsNQXORRXUNsVhuMBku961WlxS77VJbWQFAYXdY3hr3c1HAjIiIiCjiCUoAqSp6/h6hpXdyqGgA2b94MQRDcHiMzM7Nev19++QXXXnuto9y5c2en+vPnz7s1R932qampPj9TuqnuxeXz2O123HjjjR5EC4wdOxZjx451lIcOHYovv/zSo7ECSUAnpXNzc/02dmJiot/GJiIiIiIiInKXaLHDZjB7PkCFya0v+dGWCGis9kvzZ2XDqqs9/82WX+Cyny07EzU1Vag0GmG1mLH368+RdfoEbFbpxPOVrJv9gdt96hrj4vputMFutHG+OGu21/P5w/q5zzbpfF+/vQMKVf0tEd2hgxJ3aOIk69RBpbDC5nTNZM6B0ej5j4smU77HfYmIiIjIf7p06eJUPn78uFv9T5w4ccXxLqq7JTc1PwGdlE5OTvboaYWGCILgtBUAERERERERkVzsZhtKPz0N4/ES4LIksbuUQgHauLFD4OuZzyCx5rIfds6akY/ah8PtVa5X7m7csBu/h5phE+wIyjkLdUWppyGTTNr2fRXa0Pqrq92hMsYAexa7HN+qc/4M/XrSq+mIiIiIKEB169YNarUaFkvt35cZGRnIy8tDmzZtGuhZa+/evU7ly1ceU8sS0Enpi/j0AxEREREREXnEUgNUul71GwjKvzoD88lSKAHAi+eylfB8C2h3nFcUwyaEAHY7VIayhjsQEREREVGT27hxoyNR3FhHjhzB1KlTHeX4+HisXr3aqU2nTp2cyqGhoejduzd27NjhuLZt2zY8+uijDc4niiK2b9/udG3IkCFuxdwYTXUv/vKXv+BPf/qT2/E988wz+PXXXx3ladOmYcCAAY5y3XO7m6tmkZT2RN0V1kxsExERERERtSLmamDjRODUFsBaI3c0VxQJAG6scA4UgtUCgd+1mx1BaYdax93jiIiIiFq62267ze0+KpVz2jAoKAj9+vVrsN8999zjlJT+4IMPGpWU3rlzJ86dO+cox8fHo2fPnm5E3DhNdS9SUlKQkpLi9lyRkZFO5bS0tEbd9+YmoJPSDz/8sNvbd1dXV6OwsBC//PILqqqqANQmqDt06ICbbrrJH2ESERERERFRoNk4Efjtc7mjIAo44e0MUKhazsMECoUWGk2s3GEQERERtWoPPfQQnn/+eUdebvfu3fjuu+/Qp08fl31EUcS8efOcro0dOxYKhcKvsZJ8AjopXXcZvDvsdju+/vprzJs3D4cPH0ZGRgZGjhxZ7wNORERERERELYylpnaFNBE5CEo7wtsZ0Pa2PLlD8amYmH5QKpvhVgNERERELUhcXByeeuopvPLKK45rEyZMwA8//IDExETJPi+//DJ2797tKIeHh2PatGl+j5XkE9BJaW8oFAoMHToUgwcPxvjx47F69WosWLAAVqsVCxculDs8IiIiIiIi8pfKgoDfsrspGRUaXNBENemc1amdYVdpAAAKmwYRJddKtiuLOgy70uzxPFWiGt+Yu0rWfaKZhzZCCaDSAh3uAPq/CKh1Hs/lreL84zh57gnZ5lfrrC1uhXRMTD+kdX2l4cZERERE5HfTp0/HqlWrkJ+fDwA4d+4cbr75Zrz55psYMmSIY2fk7OxsLFiwAP/617+c+s+cORNRUU37vYWaVotNSl+kVquxcuVKnDp1CgcOHMCiRYvQp08f9O3bV+7QiIiIiIiIiPxua/StMCnqryR9JvV1aKwljvKqW19Fgi4GAGDJV6Jqm+dzPjJkCPQRkVAGK1BZacdXy4ol2415+D7oI5Qez5NbYcWGNTmSdSH/+zXCwzWAPh5QB3k8h6+YzHnQFlkk6zq3X4bohLRGj1VZWoMvFh+SrLt3ajr0kf5/v7YyC8r2ZEvWXZe+DsoItV/n12hiuUKaiIiIKIBERUVh/fr1GDhwIGpqah8SzszMxNChQxEREYH27dujrKwM58+fh81mc+o7dOhQTJ06VY6wqQm1+KQ0ACiVSsyfPx+DBg0CAMyYMQMHDhyQOSoiIiIiIiIiP1IFoSTpVjydIr0FXrG6DErFpaS0kJIMlT4JAGBXeZfUjOzcFeFx8QAAZZERwE+S7cKT/gdhMZ6vXq4sqQYgnZRGWBIQGezx2E1Jo46DTpfc6PaWKiMs1ecl67SaJOh0/l8RbjXWAJBOSgdp20Clk/9BACIiIiJqWr1798bmzZsxfPhwlJRc+q5RVlaGX375RbLPww8/jBUrVjhWUlPL1SqS0gDQt29fhIaGwmAw4NChQzh16hQ6d+4sd1hERERERETUlMZ+C4RJn2kmB2u5CYX/+lWyLvZ/u0MV7sVKUH08/sg4B2O2yfMxiIiIiIiI3NCnTx8cP34c8+bNw6pVq1BdXS3Z7s9//jNmzZqF++67r4kjJLm0mqS0UqlEamoqjh07BgDYt28fk9JEREREREQByGQzochYBHt1vss2BdX5UFRK1ymrC5Dgol++SgmbOnC+CosqERDjJevyVRoI3sRqKkahqRiA3vMxiIiIiIio1bj99tshiqLX48THx+Odd97B66+/jh9//BEnTpxAWVkZNBoNkpKS0LNnT3Tq1MkHEfuPr+5FY+zatatJ5pFb4HwTbwJBQZe2jsrLy5MxEiIiIiIiIqrLaDVi9t7Z2Jm1EyabCbFlIt520Xb0N6NRGCG9vVuixYqtV+iXG0BJ6ThzFFZhgWTd6G9G44KmRLKusWzKGCDpH16NQURERERE5AmdToe+ffuib9++codCASBwvok3gfPnL523pFK1qrdORERERETU5GpsdlwwWxrd/uV9r+D77IMAQgFlKMxqEflRNsm2ZrUSNqV0UtpmNwHIla5TRsKm9GJLbB8zqyKQGyT9PsyqKNiUCq/Gt6uivOrvKUNxkeN1Zan5iu1Eu8bzecpdb01uKC5CuTVw/llXlXn3gAEREREREVFz1moys3v27MGFCxcc5bi4OBmjISIiIiIiarmqbXY8ffI8thaVo8buznZnw4CkYY5SSRIwYqH784fU5AGZD0nWlSe8gJKgNu4P6iclAO5p56p2TtMF4mPr5z7reC0owqANn+CynWiv8HieClUokDLK5dhhVoPHY/uaRm9G2ki5oyAiIiIiIpJHq0hKl5aW4sknn4QgCI7933v06CFzVERERERERC3T0yfPY+OFMrnDIDdolVrE6GLkDoOIiIiIiIhaqBadlDYYDPj0008xd+5cZGdnAwAEQUDXrl3RpUsXmaMjIiIiIiJqeWpsdmwtKm+SuZQ2Efoae73rehNQYY0FANjtgK1G6ahLyS2HRtOivwo3WlihHkpb7fboPdv0ROWJPJRYbSgzWmAtyIclSHrrb6MtFEZLCBRWFfQuxq5SxUIUau+zUhECV5toG5QhsCvcWU3vrFIZ4nFfIiIiIiIiajoB/U18wIABHvUzGo0oKCjAuXPnYLfbIYqiY5W0IAhYtGiRjyMlIiIiIiIiALhgtri5Zbf7VFYR9+yvwv/kmqGWPHJai4+wXLJv3wN+Da2ZefrSy7PAuh/+cK6+cb5krxgjACNgt5XDjJ8l20QG3wOFMrzBCD5rcy8qlP79vDQHwWEN3ysiIiIiIqLmLKCT0tu3b4cgCB71vbhNNwCnbbtnz56Nu+++2yfxERERERERUdO7Z38VumWZ5Q6DyGeUarXcIRAREREREflVQCelvXExmS2KIkRRREJCApYsWYIHHnhA5siIiIiIiIi8YzeZYC0skjsMSRaL5NJln1HaRPxPLhPSRERERERERM1JwCelL1/x3FhqtRqhoaFITU1Feno6Bg8ejCFDhkClCvi3S0RERERE5JLdaETezJkw7PgOoskkdziS8qNigIX/lKx7c/FcxJYWezW+WR2BM12fbrghBTwLRFR5cZ70lWiVAia+9ga0KoVfxveEyZyHo6f/IncYREREREREsgjoLK3FYnG7jyAIUCgC50tnQ8xmM06ePImMjAzk5OTAYDDAYrEgLCwM0dHR6N69O7p27QqlUumT+axWK/bt24djx46huLgYSqUSbdq0wXXXXYdu3br5ZA4iIiIiIvKPvJkzUbHlG7nD8FhsaTESSrxb4W0MsuOMj+IheZ1R22Dz7MSuBvXvloC4xDb+GdxDRqP7v3EQERERERG1FAGdlPZVIjbQfPrpp9i+fTv27t2LkydPwmq1XrF9eHg4RowYgcmTJ6NLly4ezVlZWYlFixZh2bJlKCkpkWzTuXNnPPvssxgzZozHZ3kTEREREZF/2E0mGHZ8J3cYRF6zQMQZtQ3fBvs+SatVKdA/LR6v3X+Nz8cmIiIiIiIizwV0UrqlmjJlCnJychrdvry8HO+++y4++OADPP/885gzZ45bSeOjR49i6NChOHfu3BXbnTp1CuPGjcP69euxfv16hIeHN3oOIiIiIiLyL2thUcBu2R0o7p2aDn2EFpYzh5H516mSbZIWzISqXVoTR+aazWBCyZoTknVRI7tCGar1avzivExEf/O4dN2dyxHdJhUXDDV4cs0hyTa3F+9GsM2IGpUKNo0WxqSOjjqFxYiYCul5b/3fNARHxkrWafUaKNUKPOveW2mU2FAtgtQt8wF3IiIiIiKi5oxJ6QARFBSEtm3bIjw8HHa7HUVFRTh//rzTmdoWiwXz5s1DVlYWPvjgg0aNe+rUKfTp0wdFRc5b5On1enTo0AFGoxEZGRlOW6Vv3boVd955J7777jsEBQX55g0SERERERH5mT5Ci7AYHcwXFNDVSO8QFdkhGpq0dk0b2BVYS2pg1l+QrIvqnApVlHffyUx6E6L35kvXXZWA6HbtUF1SjXP6s5JtepeWQ2E3INgG2K0aQB3nqBNE1w9JdGgbgfC4KK9iJyIiIiIiopaj+Ry+3MIkJibisccew0cffYQzZ86gqqoKp06dwv79+3Hw4EFkZGSguLgYy5cvR3JyslPfFStWYOXKlQ3OYbVaMXz4cKeEdFRUFFatWoWSkhIcOXIEp0+fRn5+PmbOnOl0FvdPP/2E6dOn++4NExEREREReUnQaqG//Xa5wyAiIiIiIiIiN3GltAy2bNmCq6++usEtuCMjI/HYY4/h/vvvR79+/XDo0KXt1GbOnInRo0c7JZLrWrFiBY4ePeo03p49e5CW5rxVXVRUFBYsWIC0tDSMHDnScX3ZsmX429/+hquuusrdt0hERERERE0odc1qqOIT5A4DAKCx2IAM6VXKbdesQYqLrZULqvMx+pvRknWr7lyF+OAEqGJjUGmwA7N+8lm8REREREREROR/AZ2UPnbsGO677z5H+f3330fv3r3dHuf777/HY489BgAQBAGbNm2SNdHavXt3t9pHRkZi9erV6Natm2M777y8POzduxe9evWS7GM2m7FgwQKna4sXL66XkL7cww8/jG+++QarV68GULvSeu7cuVizZo1b8RIRERERUdNSxSdAk5wkdxgAALXR5DIprU6Ih0YnfUayohIojJB+cFeRmACN/r/vz2D0SZxERERERERE1HQCevvuZcuW4cyZMzhz5gxUKpVHCWkA6N27NxQKhWOs5cuX+zhS/+vatSuuu+46p2snTpxw2X7r1q3IyspylNu1a4exY8c2OM/cuXOdVnB/8sknKC8v9yBiIiIiIiIiIiIiIiIiIqIAT0p/+eWXAGpXNz/yyCMejyMIAh599FEAgCiK+Pzzz30SX1Pr2LGjU/nys6Lr2rhxo1N57NixDW4XfnGO2267zVG2WCzYsmWLm5ESEREREREREREREREREdUK2KT0yZMnkZeX5yjfc889Xo03dOhQx+uMjAxkZGR4NZ4campqnMoREREu227evNmpPGDAgEbP079/f6fypk2bGt2XiIiIiIiIiIiIiIiIiOhyAZuU/u233xyv9Xo9unXr5tV4aWlp0Ov1jvLRo0e9Gq+piaKIAwcOOF2ru533RQUFBcjPz3eUtVot0tPTGz3XLbfc4lQ+fPiwG5ESEREREREREREREREREV2ikjsAV3JycgDUbr2dkpLi9XiCIKBt27Y4fvw4AOD8+fNej9mUVqxYgdzcXEe5S5cuuOGGGyTb1j1rulOnTtBoNI2eKy0tzal85swZWK1WqFQB+3EhIiIiombEZDOhyOj6KBq5FVQVyB0CEREREREREVGLErBZxsrKSsfr0NBQn4x5+TgGg8EnYzaFVatW4cknn3SUFQoF3nrrLZdnRJ86dcqp7G5SPzY2FkFBQY7tws1mM86dO4errrrKzciJiIiIiC4xWo2YvXc2dmbthMlmkjscIiIiIiIiIiJqIgGblL58q+2ysjKfjFleXu547c7KYX87ffq008pti8WC0tJSHDt2DBs3bnSs7gZq416+fDn69u3rcrwLFy44lZOTk92OKTExEX/88YfTmL5ISl+4cAGFhYVu9Tlz5ozX8xIRERGR/GbvnY1vM76VOwwiIiIiIiIiImpiAZuUjo2NBVB7lnJ2drbX20dbLBanxO/F8QPBO++8g6VLl16xjSAIGDRoEF5++WVcc801V2x7+SpzAAgJCXE7prp96o7pqXfeeQfz5s3zyVhERERE1HyYbCbszNopdxhERERERERERCSDgE1Kd+zY0fG6uroau3fvRp8+fTweb/fu3aiurnaUU1NTvYqvqQ0fPhyTJk1qMCEN1E8gBwUFuT2fTqe74phERERERO4oMhY1+y27tUotYnQxcodBLZjNbkWNrcpRrii+AKVV69WYlSUlKDdLj1FZUoLy4AJUlRsRaqmQbCOI9ksFUYRgvvTvscJqdj1vaQ0EhdGzoFsok7nGZV1laQ0sVY2/X5Vlzfu/p0RERERE1PoEbFL6+uuvR3h4OCoqar8YL1q0yKuk9KJFixyvg4ODcdNNN3kdY1PasGEDNmzYgF69emHFihXo1KmTy7YXz4K+yJOtyrVa5x8tjEb+mEBERERErdsdKXdAq/QuQUgkxWq3YH/RFuRWn4FNtF6qmOWrGW6QvvzKQsfLMY0YRWG1QH/2aKNm/HzxISiU4Y1q21qog4vQ8W7pui8WH4Kl+rx0JRERAm9f2wAAIABJREFUERERUQsQsElphUKBQYMGYf369QCAHTt24M0338SkSZPcHuvNN9/Ejh07IAgCAGDgwIFQq9U+jdcbS5YswZIlSxxlo9GI4uJiHDlyBF988QXWrl3rSArv2bMHPXr0wLZt23D99ddLjld3ZbTZ7PrpdVdMJuenrj1ZbS3lySefxPDhw93qc+bMGQwbNswn8xMRERERuUur1OKOlDvw4i0vyh0KtVD7i7Ygq+qk3GEQERERERER+U3AJqUBYNasWdiwYQOA2rOl//73v6OsrAyzZs2CQqFosL/dbsf8+fMxf/58CIIAURShUCgwa5bPHjf3C51Oh+TkZCQnJ+Ouu+7CjBkzMHz4cBw+fBgAUFZWhmHDhuHYsWOIiIio11+v1zuV666cboy6K6PrjumpuLg4xMXF+WQsIiIiImoZVg1ahfiQeLnDcClGF8MV0uQ3VosZudVn5A6DiIiIiIiIyK8COindrVs3TJgwAe+99x4EQYDdbse8efOwdu1aTJw4EXfeeafkNtZnzpzBli1b8M477+D333+HKIoQBAGCIGDMmDG49tprZXg3nuvUqRO2bduG9PR0ZGVlAQBycnLw2muvYeHChfXa100gV1VV1WvTkLp9fJWUJiIiIiKqKz4kHkn6JLnDoBbAVm6CVSHAVuF6t6jyvBIIwfmeTWA1A8ZSD6NzEU9uofOW3S2CEoIiRLJGUFigCipv4ngCgyrYt58dKUq1AsHh7h/hRURERERE5G8BnZQGgLfeegu//fYbfvzxR8dq59OnT2PKlCmYMmUKwsLCEBsbC71ej8rKShQWFjrOoRZFEQAc/Xr16oVly5bJ+XY8FhMTg3nz5mHcuHGOax9++KFkUrruSuTs7Gy358vNzb3imERERERERIGm8N1fUaUUgGrXW2F/9s2XyNfva8Korkwwm9DSHgFWqDtBEJx/bhCUJrTpsQr6xMNQqCwyRdbytb8mBiq1Uu4wiIiIiIiI6gn4pLRarcbmzZvxyCOPYNOmTY5zoS8mnMvLy1FeLv2U9eVthw0bhg8//DCgzpJ217333ovx48c73ntubi4yMzORmprq1K5z585O5fPnz7s1z4ULF5y2/NZoNOjQoYOHURMREREREVHroIRC3QnqkAH1atr0WIWwtgdkiKl1UKoVaH9NDPo82lXuUIiIiIiIyIVjx47hyJEjKCwsRFVVFSIiItClSxfcfPPN0Ol0cofndwGflAaA8PBwfPXVV3j77bexaNEi5OTkALiUdJYiiiJEUURKSgpmzpyJxx9/vKnC9ZuIiAhERUWhuLjYcS0/P79eUrpLly5O5bNnz8JsNkOjadwWXidOnHAqd+zYESpVs/ioEBERERFRCyda7Q22scPWBJH4X3VqZ9hV/t+KuUpU4xuzdDLzTs0JhAgNr2x+8C8jEZeYApW6frx2uwmHfvsV/32+miTcOzUdWo3nxxgEh2u4QpqIiIiIvDJixAisW7fO6VpqaioyMjIa1f9KObvGOHfuHNq1a+fVGL7i7b24XGVlJZYuXYp33nmn3i7FF+l0Ojz00EOYO3cu2rZt60nIzUKzyjROnDgRjz/+OD799FP8+9//xp49e5CRkQG7/dKPEgqFAh06dECvXr0waNAg3HfffVAqW+4XM6mV3wkJCUhISEB+fu05aSaTCf/5z39w0003NWrMvXv3OpWb2xncRERERETUctmrGk6QmtAyzmi2qzQQNVq/z2Oza2AQw6Tr1EEQFYor9lepVOjYvbPLncmMxmKIosnrOFsqhUKLqPgUKJX+/2dNRERERCTl66+/rpeEba18eS8OHDiAYcOGuUxGX2Q0GrFy5Ups2LABK1aswAMPPOCT+QNNs0pKA7VJ2BEjRmDEiBEAaldEl5WVwWAwIDQ0FBEREV4/jRGoDAYDSkpKnK7Fx8dLtr3rrrvwwQcfOMrbtm1rdFJ627ZtTuUhQ4a4GSkREREREbUolhqgsqBRTZUmM1Jq8qTrykOAGumVv8rqAiRapJPJyvIc4GKdocrl3AqhCErBDqVQ2kLS0s1D586uE9LUsJiYfkxIExEREZFsysvL8cQTT8gdRkDw5b3YuXMnBg8e7HRcLgBotVp07NgROp0O2dnZKCi49F27qqoKI0aMgM1mc+RBW5Jml5SuSxAEREZGIjIyUu5Q/G7z5s2O86QBIDY2Fm3atJFse8899zglpVeuXIkXXnihwYT92bNn8f333zvKarUagwcP9jJyIiIiIiLyJ7PdhMLKHJ+PK1iMiPh2FnRnv4NgbdxK1yQALk8O3ue6XwKAra4q3+vveKm0xgJYLtksTjMdYapCmC1KnIX0A7zkOyqVCp07d8bQoUPlDqVZUii0iInph7Sur8gdChERERG1YtOmTXMcmxsSEoKqKtcPAjdW9+7d8frrr7vVJyEhwet5veWre5GdnY0HH3zQKSEdFRWFl156CSNHjoRer3dcP3jwIGbMmIEdO3YAAOx2O8aPH49rrrkGaWlpXrybwNPsk9KthdFoxJw5c5yu3X333VC42EZt4MCBSE5ORnZ2NgAgIyMDK1euxLhx4644z9y5c50S33/5f/buPLqpMv0D+PfebE23dN/LIiAgCLIoggOIIIML4oyDuKCoKMO48UMQR8EiKiqMDKKjgrhMQVREVFREBUVAFmVEBGURkKXQfUubNnvu749KIPSmTdokN22/n3M8J/ddn1zQ481z3/e94QYYDIZmRk9ERERERMH0t0/+hlMxjW9r7a/5xaW4qqY24OMqadTlIxHd8zLfO1QXAasmyNddvQCISmpWPKbKCqz+z17ZujvHXoWYhIRmjV9cZcV97+xyX5cjFjbUrWp+/+8DkW6IwKETVVj97i+y/SOPH0CU0+RRNu6JeYhJTEJ0dHSzV0j367sSOp3yPz4pQatN5gppIiIiIlLUt99+i9dffx1A3fG4s2fPxowZM5o9bnx8PEaMGNHscUIpkPdi5syZKCkpcV+npKRg06ZN6NatW722/fv3x1dffYW77roLubm5AOpygjNmzMBnn33WpPnDFZPSITZjxgyMHTsWF198sc99ysvLMW7cOPz222/uMpVKhalTp3rto9PpMHPmTI9tBqZPn45LL73U65sV77zzDt5++22POebMmeNznEREREREpAyb0wYgsMcYaV0ShtWaAzpmOIhJNiCxgx9J0AorIB6Vr+vaGYhv36x4NMXet0U3ZHaFIaV5K75N5bU4LBXK1sXEGhAfH4mYckm2HgBEhx2iw+YZV2wsDAHarUynS4NenxWQsYiIiIiIyHdmsxl33323e6HiAw884FfuqjUJ5L3Iy8vDO++841G2ZMkS2YT0aaIoYvHixdi+fbs7F7h27Vps3boVl13mx0vVYU5+mS0FzVdffYVLLrkEAwYMwL///W/s3r0bdnv9FQ2SJOHAgQN46qmn0LVrV2zYsMGjfurUqbjwwgsbnGvixIno0aOH+7qiogKDBw/GsmXL4HCcOWGtvLwcjz/+OG677TaP/n//+99x/vnnN+VrEhERERFRC5fkdCJC8p6sbKlc+kSlQyAiIiIiIlLc448/jiNHjgAA2rVrh6efflrhiJQTyHuxdu1ajxxcjx49cP311zfaLyIiAtOnT/coe+01+aOrWipFVkqXlZUhMTG8fggIdUw//PADfvjhBwCAVqtFZmYm4uLioNVqUV1djby8PFRXV8v2nTBhAubNa/zMKY1Gg1WrVuFPf/oTysvLAdQloCdMmID77rsPnTp1gtlsxtGjR+slxi+55BI8//zzzfyWREREREREYUbN7ZKJiIiIiKht27lzJ1544QX39csvv+xxznFbEuh7sWnTJo/r0aNH+9z33LaffvopHA4H1OrWsfG1It+iU6dOePjhhzF16lRERkYqEYJbbW0tFixYgAULFqCyslKRGGw2G44e9bId3FliY2Px3HPPYfLkyRAE37bm6969O7755huMGTMGx48fd5ebTCb8/PPPsn1GjBiBVatWQa/X+/YFiIiIiIhaKYvdiZJqa8jms7pcKHM4Zetc5TWwJMifX2zTqOBUBXb7bqfLCiA/oGOGg5IqKyzlvp+TraqyIMNLXb7RAqdUfyyn3QZLlW/Pl7UVZV7rjhw7iUhj87ZQL6m2IsZeJVtXU1YMo0OPmgr5eiIiIiIian3sdjsmTpwIp7Pu2XPs2LG49tprFY5KGcG4FydOnPC47t27t89909LSkJKSguLiYgB1OyBv2bIFw4YNa1ZM4UKRpHRVVRVycnLwwgsv4P7778f9998f8pXTZWVleOmll/Dyyy+7VxGHwrvvvotPP/0U69evxw8//ICqqoYf/gVBwIUXXojbbrsNEyZMQHJyst9z9u7dG3v37sWzzz6LxYsXo6KiQrZdly5dMGPGDEycONHnpDcRERERUWtktjnx8Ac/Y/2+IlgdrqDPJ4kC7D3j4ErRAw0ll+e+FPRYTouyFADHb5Ktu+6il1Cg8//ZxFD4FFRO+eeRc0mSCk5TF1iLrwKgdZdnO9X4k5c+f7c9gTynA1m2EszGm7Jt7ntnF45G+p5szxJK8J2XxdU3LtmOk9Jh97XaZcfw0m9xXu1RqCX5lwv8sXHB7GaPAQB3eClfO2sFAKBKHQNkjw/IXEREREREFN6effZZ7N27FwAQFxeHF198UeGIlBOMe1FW5vnicUJCgl/9ExMT3UlpAPjpp5+YlA6EsrIyPPnkk5g/fz7Gjh2Lu+++G3/6k7efFwJjy5YteP311/HBBx/AYrEAqDu/OVRJ2O7du6N79+6YMWMGXC4XDh06hMOHD+PEiROoqqqC3W5HTEwMDAYDOnTogL59+yI2NrbZ88bExOCZZ57BnDlz8P333+OXX35BWVkZVCoV0tPT0bdv30bPqCYiIiIiaise/uBnfLanIGTz2XvGwZWu7C5S/ijQJSMvIt3vfsX5D0K02BtvCEByxACSpl65ThK9jy8l4qTkggbNTwg3xfDSb3F+zeHGGxIRERERESlg3759mDt3rvt63rx5SEtLC9p8BQUFyM/PR01NDeLj45GUlIT0dP+fJYMhWPdCFD2fWU+vwvbVucft7t+/v9kxhQtFktIbN27EAw88gF9++QWSJMFsNmP58uVYvnw52rdvj7/85S8YM2YMBg4cCI2m/o8Q/rDb7di+fTs+/vhjfPTRR+5l85IkudtceOGFirwJIooiunbtiq5du4ZsTo1Ggz/96U9BT/4TEREREbVUFrsT6/cVhWw+SUTdCuk2QLLHQbIrkzAONpXLgfNqGz+WiYiIiIiISAkulwsTJ06EzWYDAAwePBj33HNPUObau3cvzjvvPNmja9PS0jB06FDccccdGDVqVFDmb0ww78W5K6PPXvXsi5KSEo9rJqWbaejQodi9ezeWLFmCuXPnIj+/bus0SZJw7NgxvPDCC3jhhRcQERGBAQMGoH///ujZsye6du2KrKwspKWlQaVSeYzpdDpRUFCAkydP4uDBg9i7dy9+/PFH/PDDDx4ros+WkZGBWbNmYdKkSfXeXCAiIiIiorappNoaki27T5O0qoa37G4tnBIEW+tMSANApLM2IFt2hzu1RououHilwyAiIiKiJnI6nY0eK0qBERsbWy+XpaQXX3wRO3bsAABotVq89tprQdtFuLy83OvRuYWFhVi5ciVWrlyJPn36IDc3N+Q7+QbzXpx33nnYunWr+3rnzp2YMGGCT30PHToEo9HoUVZUFLqX5oNNse27RVHEP/7xD9x111145ZVXsHDhQpw8edJdf3oF9aZNm7Bp06Z6/XU6HfR6PSRJgsVigdVqlZ3ndCL67L9MWVlZmDZtGiZPngydzsvhYERERERERBQwYrEZQuhy/RQknfoPgFqrbbwhEREREYWlqqoqLFq0SOkw2oQpU6YgPj48Xug8evQoZs2a5b5+9NFH0a1bNwUjqvPTTz9hwIAByM3NxdixY0MyZ7DvxeDBg7F8+XL39erVq7Fw4UKfdoZ+991365WZTKaAxaY0Rc+UBuqSy1OnTsWDDz6IDz74AK+++iq2bNlSr925q5wtFot7BbQcuTcahgwZgn/84x/429/+FlZvpxARERERESlF5ZQQbamfLY62AlWOZACAywU4LWeeobLzjdBqfXycdEoQK61Q/24CXFLj7RuRKqkAJMvWxZorkCI4EW8xytYD/ofgkETkuZK81rnHhYAqdYx/gwMQJBdinDWyddWqKEhC8Hf1MqmiGm2j1mjRqf8A/PkfU4IeDxERERERBdakSZNQU1P33NGtWzc89thjQZknKSkJ1157LUaMGIFevXohKysLMTExMJlMOHHiBLZs2YKlS5fi559/dvcxm80YP348UlNTMWTIkKDEdbZg34urr74aGo3GfTZ0YWEhFi1ahOnTpzfYr7CwUPaoYSalg0ClUmHcuHEYN24c8vLy8O677+Kzzz7Djh074HA4PNp6W0J/duJakiSo1WpceumluOaaa3DzzTejXbt2Qf0ORERERETUuq2aPBBpsREBHTPfZseY/fJnES/tlI2UP5K/ruIiWCZPlG33+HgVymPPPCf967IlSNKnNjiv0+bCsTXHUHmwEpJDLlOrw3K8Jtt3+M4Gh5ahBtB44rO5Hv/uZegt8lvEnWaGf6t8C5GIwbb6Pwycq0YTg9zs8X6NDQAx9irccXKFbN3q9OtRrYn1e8xAGj31SXRpF4uouHiukCYiIiIiaoHeeOMNbNiwAUBdfu21116DNgj/b//2229j7NixsmPHxcUhLi4OvXr1wn333YclS5ZgypQp7l2QbTYbbrnlFhw+fBgREYF95j5bKO5FZmYmbrrpJo/V0jNnzkTnzp1x/fXXy/apqKjA9ddfj7Kysnp1ZrM5oPEpKWyS0mfLzs7GjBkzMGPGDFRXV2P79u348ccfsWfPHhw9ehR5eXkwGo3uPwi9Xo+4uDhkZ2ejQ4cO6NWrF/r164eBAwciJsb/N9WJiIiIiIjkpMVGIDshMqBjSmb5o4gAoHdyNNrp644csjlMOFJeKttOa1dB5TyTlL4oOQqZ0YYG5/3y9V9Q8WtFEyKmtiQqPhGGlASlwyAiIiIioiYoKCjwWKF79913Y/DgwUGZ69Zbb/W57d///nckJydj7NixcLnqdu46deoUXn75ZUybNi0o8YXyXjz77LP44osvUFJSAqAu6f7Xv/4Vt912GyZOnIhevXpBr9fj5MmTWLt2LZ577jkUFBQAqEvgV1ZWuseKjo4OSoxKCMuk9NliYmIwcuRIjBw5UulQiIiIiIiIWgWH3YmjP8snuImIiIiIiKh1uO+++9wJzrS0NMyfP1/hiM44naTNzc11ly1fvtxrUvr0CmdfjBgxol5ZKO9FZmYmVq5cidGjR7u3CpckCcuWLcOyZcsa7Dd79mxMmjTJXRYXFxe0OEMt7JPSREREREREFFi1Rhuc9vrnSLdkotMGra2qwTZWUY2KCO6m5Su1BCRFcctuIiIiIqKWaNWqVfjoo4/c14sWLQq7BOe0adM8ktJ79uxBUVERUlPrH0d15ZVX+jzu2cf9Asrci2HDhmHLli0YO3Ysjhw50mj7Pn364L333sOuXbs8ysPtz6w5mJQmIiIiIiKiFi+pbA9ULkeDbXak94RdpQlRRC1fZ7sKOrVK6TCIiIiIKIBiY2MxZcoUpcNoE2JjYxWd/+GHH3Z/vuaaa3DjjTcqGI28Cy+8ECkpKSguLgZQl0z+7bffZJPSzaHUvejTpw/279+Pt956C8uXL8eOHTvgcHg+t/bu3Rt33XUXJk+eDK1Wi/Xr13vUd+7cOSSxhgKT0kRERERERNRiiU4bksr2oPuBt722sYpq7EjviYV9wu9HmHCkluoS0qNqmcAnIiIiam1UKhXi4+OVDoNC4OxzideuXQtBEPwe4/jx4/X6/fTTT7jooouaHd9pWVlZ7qQ0APc5zIGk5L3QaDSYNGkSJk2ahJqaGuTl5aG0tBRRUVHIzs5GUlKSR/t9+/Z5XPfv39/vWMMVk9JERERERNSquKxWOEqafl6yy2hGSk25fF1BPmy1+iaPLcdud3qvKyyCTVO3UtVRVBjQeb35y/S+iI7TwX54N45Pni7bJvPpmVB3uCCg8xZXW3Dvil2ydU+P6YmE6LptpJ0mG4xrzmx9plG7IGZ2giVzNhJu7Q5VjBam6mq8v2qVu405Qg+nSoVrsR933XUnYmMNvgdWdQp4c5R83V1fALGZAIDqslKsfOIR2WbjnpiHmMQk2bqasmKsnbVCtm7V5IGISkzxPdYmMlVY8NGCM/c+yiVADf9/pCEiIiIiIvKXRuP5Mqzdbpdtd+6W3C1RVFQUunXr1mCbvXv3elwzKU1ERERERBRmXGYzCmbORPXX30CyWps1Vq6X8tr1QOMnQfmnMCEJmPuSbN2JW2+FrbzpCfamiI7TITZJD1uxCL1FPjkff14itBd0COi8teW1OBotf3fb9euM7IRIAICj3ILCr42y7dLOPw/qhAhUVFRAiDlzFnIknADqkv8ZhgjEx0f6HpigBUQvfwYGLfDHWEaHDrGOatlmmQYdDAnycxod3l9ySDfovfYLpCqXAINLDPo8RERERERE5yos9HwBOzk5WaFIlFdeXo4dO3a4rw0GAwYNGqRgRIHFpDQREREREbUKBTNnourzdUqHQURERERERKS4NWvWeF117M3PP/+M6dPP7JiVmpqKt9/2PCopkGccnzx5EsePH/coy87ODtj4p7WEewEAq1ev9ojz5ptvRmRk8F9UDhUmpYmIiIiIqMVzWa2o/vobpcMgIiIiIiIiCgtDhw71u49a7Zk2jIiIwIgRIwIVUj1vvPGGx3V2dja6dOkS8Hlawr2wWCyYO3euR9k999wTtPmUwP25iIiIiIioxXOUlDZ7y+6WyqYGKqOVjoKIiIiIiIjId/v378eCBQs8yq6//nqFolHeP//5T49V47fccgv69u2rYESBx6Q0ERERERFRC7aziwC7WlA6DCIiIiIiImqDdu/ejYULF6K2ttavPqNGjUJ1dbW7TK/X45///GcwQlTEgQMHfGrndDrx2GOPYdGiRe6y+Ph4LFy4MFihKYZJaSIiIiIiopZIp8XW7gJevYaPdURERERERKSMyspKPPTQQ2jXrh0mTZqEdevWobS0tF47SZKwd+9ePPjgg7j00ktx4sQJj/pnn30WGRkZoQo76AYPHozLL78cS5YsqfddAcBkMuH999/HxRdfjGeffdZdLooi3njjDaSkpIQy3JDgmdJERERERNSqtV/xNtSpaT63LzCaMXbxdtm6VZMHIt2gD1RoAACt3QkcK5eta7diBbI1Ktm6Yr0Niz67LqCxBJrDZkNNZYVPbWuMZsTYq+TryophdNTdd6fRihq7UbZdVVkxVA4dqo1GCDb57dyrS0sg2m0+xQQAMJYBNp18XWkZYI+oG7es/o8upxX+fgqmCotsXU1Fmdd+pgoLBNHse6xNZKpsm1vfExERERFR4JSVlWHp0qVYunQpACA1NRVJSUmIiYmByWTCqVOnUFEh/3w4bdo0TJkyJZThBp0kSdi0aRM2bdoEAEhISEBWVhYiIiJQXFyM/Px82Gyez6YqlQpLly7FX/7yFyVCDjompYmIiIiIqFVTp6ZBm5Xpc3sxshbFUQnydekZ0CZEBio0AIDGbPWalNakpUKrl0+ICqZTAY0jkOxWC758dRGO/O97OPxIAN/hpXztrBW+DTDrzEdvx2yvmvWQz/GccYmX+XJ86v3ZQt/anevD53dBVBma1JeIiIiIiEhJRUVFKCoqarBNbGwsXnnlFdx6660hiko55eXlKC+Xf/YHgKysLOTm5uKKK64IYVShxX3eiIiIiIiIKKC+fHURDm7f4ldCmoiIiIiIiFqeCy+8EPPmzcOoUaOQkCD/gve5unXrhvnz5+PYsWOtNiH92GOPYeDAgVCrG14f3LlzZ8yfPx8HDx5s1QlpgCuliYiIiIiIKIAcNhuO/O97pcMgIiIiIiIiP11++eWQJMmvPomJiZgxYwZmzJgBADh+/DgOHTqEEydOoKKiAmazGREREYiPj0d6ejoGDBiAxMTEYIQfUE25F2d76KGH8NBDD6G2thY//fQTDh8+jOLiYlgsFkRGRiIrKwt9+/ZFly5dAhh1eGNSmoiIiIiIiAKmprKCK6QDQgVBjFI2Ao2ISINW0RiIiIiIiKhlad++Pdq3b690GGEjMjISl112GS677DKlQ1Eck9JERERE1OpYnVaUmkuVDoPOUlTT8DlSRORJ1HSGICj7yN6xdxLUGpWiMRAREREREVHrENZJ6fz8fPfn5ORkaDSaJo9lt9tRUlLivs7IyGhWbEREREQUfswOM3K25mBj3kZYnValwyEiagIVRE1naKJGKheBRkTH3km44vbuisVARERERERErUtYJ6WzsrIgCAIAYP369c064Hvz5s0YObLuoV4QBDgcjoDESEREREThI2drDr449oXSYRCRF+PmzENMQpJsXYHRjLGLt8vWrZo8EOkGPQDAabSiZPEe2XbJk3tBZdDBaDTirbfekm1z5513wmAw+B608RTw1ij5uju/AAyZAIDC30/hs4U5ss2G3/M4krPTfJpOHxsHtUbZLbMjDVqukCYiIiIiIqKACuukNABIkuROTAdiLCIiIiJqnaxOKzbmbVQ6DCKvJLsLzur6Zy07bd7PX3YarXCY5Z9jpFo7UmwJ8nWVdjhslgbH9cZaVotSkxFSQbnXNsaCcgiRhbJ1pnLvW+c7aiXYI+S/j80soFoTK19XWga7pe7x1VnjgEsrn7R1WSogaFWQrLWQtDrZNjFaGwwa7/emHq217h85SYlAfCoAwFThfczk7DRkdm38TDWn0wqbraTRdsFmd9T9EyhWq/zfFSIiIiIiImo7wj4pHaiENBERERG1bqXcbE9mAAAgAElEQVTmUm7Z3QLpVDok6eVXzrYWLpsTFR/8BvO+csDhqldfEiEAQ6Nl+5Ys3gONxfvLtbl4Wr7iP3koRJ7XfrVO72O+tvx12NVmpJkKMNRLm9XrPkZh9PeydYLNCvlvA+R+sMJrsrjapQXQW77fui8RI56VvJcfAljtpfxsb10FoMqHhqHjdJqxb/8jKC3dAJeL/x0jIiIiIiKi1ifsk9JERERERNR6DcseBp3KW4bRk9VpRalZfhWuq9b7Ssyi2kKIJt9jKqo1Q9DIrxIuqs2HqNX7PhgA6cMiYF+NX32U5ET9xDkF1779j6C4eK3SYRAREREREREFTZtJSlssZ7ZSi4iIUDASIiIiIiLSqXQYlj0MT172ZKNtzQ4zcrbmYGPeRq+r4ZMrJbzspf+EdRNQEuffDkzRneXL7/zar2Ggcamx6rfnoYOyZwRT+HI6rSgt3aB0GERERERERERB1WaS0r///rv7c2ys/DllRERERNQ65Y7KRWpUqtJh0FmS9Ek+r5DO2ZqDL459EeSIgiPeEQudxIR0uFDDgWgEaNW6OgKIbv5/V2y2kja7Zbco6qDVJisdBhEREREREYVAm0hKu1wuLF++HEDdGdVdunRROCIiIiIiCqXUqFRkRmcqHQY1gdVpxca8jUqHQa1EVxyBBs4ADXY1oOEuXM2RlDQCKh9fTiEiIiIiIqKWTfGk9DvvvONTu6+//hqFhd7PiTuXJEmora3F0aNHsWbNGhw4cMBdN2DAAL/jJCIiIiKi0Cs1l3rdspvIV2o40BVHMAZfBWCwiLqE9BhvG8ZTY0RRh6SkEbig+zylQyEiIiIiIqIQUTwpPX78eAiC9/PdJEkCADz33HNNnkOSJPccgiDgtttua/JYREREREREgTC9/QKUqCtgUycAmC3bZlr7BdA6yv0ad2jWUDw24LEG21RXWIB/7fJr3LPdcNX1EDr1ka0zlZdi9bx/ytZN+NutiE5Ikq3LLziF1WvkX0SeMPRiZKSkyNapIkVA3fCZ4dGRemjUagBNf648M1hqyFZI9+u7EjpdWkjmCiWtNpkrpImIiIiIiNoYxZPSp51OPje13htBECAIgrv/Qw89hF69ejVpLCIiIiIiCn+CKEGtP7NFc6pTgsbecNIyWBIdVqiEItk6EYVQC0YIsCPbUiDbRociqIQKn+bSqrQYmD4QD/W/FWovc56mEuxe62JRDcCMGNR6bWNIT4C2g3yyVBPp/V7HZyXDkCJ/DrMZ1QDkk9LxnTogqUPbO4ZJp0uDXp+ldBhEREREREREzRYWSemmJpz9GbtHjx6YNm0a7rjjjqDNRUREREREnixOF4pt3hOgjSmyOuFUya+sXTB0AZIi6+pcRSUoXvUguvXIQ1JKFVSqM88Y71YBqGpyCM2UD+gmyta8U3RWm+M3BWa648eAHe823s6RDOA12aq78D5iUQIbVDgC+QSyqaICqmL5xHd1WanXaRusK/eefK8ur4AxsuFEu9JqKsqUDoGIiIiIiIgobCmelF66dKlsuSRJmDRpknvb7alTp6J79+4+jyuKIqKiopCQkIAePXogPT09IPESEREREVHjap0uTD1wAl+WGmFxNfMl1MyFssV3HgaA01tbq7D45hSklvzSvLnIJ5+98BxKxGi/+6184hGvdVXqGCB7vHy/BQsR66j2ez4iIiIiIiIiCg+KJ6UnTpRfNQAAkyZNcn+++uqrccUVV4QiJCIiIiIiaqapB05gTXFlyObTuaz4c9l3IZuPiIiIiIiIiIh8JyodQGMkSQrq9t5ERERERBRYFqcLX5YaQzpniq0cepctpHO2ZbUOjdIhEBEREREREVELovhK6YYcOnTI/TkzM1PBSIiIiIiIyFfFNnvzt+ymsOYK//ebw4gK+tg4pYMgIiIiIiIiUlRYJ6U7deqkdAhERERERERETSZqOkOt0SodBhEREREREZGiwjopTURERERE1FzXXfQSCnTJSofhM50gYEhCDB7vlAm9KARnkgo7MP+EbNWbuBGAGRGoxVBsDs78bYIKoqYzNFEjlQ6EiIiIiIiISHFMShMRERERUcis6dMZ6TrfzyMuqi3ChHUTZOtyr8pFamQqAEA6bAa+lx/jpU5dIHTu6/OcBUYLxi7eLlu3avJApBsifB7LabSiZPEe2brkyb2gMujqladoNYhQBXl7bKcZgHxSugoxcEGLyAYeF6/9v3/C0P0C2brqslKsfOIR2bpxT8xDTGKSbN2pk8eR+36JfL9pU5GZ1d5rPOHAVGHBh8/vcl8LYhQEgY/cREREREREREALTUpbrVbk5+fDaDTCbDZDkvw/r27QoEFBiIyIiIiIiBqSrtOgnb5+ItYblVMFlbNUti5Dp0LmH2PZ1Crvc6pV0Poxp2B2QrQ45efUapDtx1gOswSNRf55JU2rhdqPscJJVFw8DCmpfveLSUzy2q+qtgqAfFI6JqFp84WSIJohqgxKh0FEREREREQUllpMUvq3337DG2+8gXXr1uHAgQNwOuV/JPKFIAhwOBwBjI6IiIiIiIiIiIiIiIiIiOSEfVLabrfj0UcfxaJFi+ByuZq0KpqIiIiIiELDZbXClX8KqWXyK15d+bGw6XxfHeyqLURypfwzgCu/ELbIus/24hLAJL9a2l5cAsScanSuWosdBSUWlJms6GgyyrY5/uMhmKJ9j99pssFokl/pXfnjb1BFa30eK5AsJu8v6Uo1dkiiDai1e21TVG1DbXmtbF2N0ey1X4HRjCq1fL/Cau/zNYdkd8FZbQvK2GdzGa3Qe9l13WW0wuHlfHCn1Q61WX5Lc2elHQ6zJVAhEgWUs8qqdAhERERERNSChHVS2ul04sYbb8Qnn3ziTkYLQt2DPJPTREREREThw2U2o2DmTFR//Q0kqxXveWlnBnDEz7Ff9lJuenU8TB4lXrZ3/mx6g+M7RQ32dxuP0sRecKnqksR/Q5ps259XlzU4ljwvWzqvlk9WK230xi+ht5Q32OaOlQdRHOVlq217Fe7w0m/s4u2o1sQ2L0AfuWxOVHzwG8z7ygGHKyRzjoyVPy/dtHTvOX9XPXXC87LllVtOAjjZ/MCIiIiIiIiIFBbWSen//Oc/WLNmDQRBgCAIkCQJkiThggsuwEUXXYSUlBRERUUpHSYRERERUZtXMHMmqj5fp3QYTbK/23gUp/RXOgwKsIoPfoN5T3gm/omIiIiIiIjamrBNSrtcLsydO9edjAaAESNGYOHChejRo4fC0RERERER0WkuqxXVX3+jdBhN4hTVKE3spXQYFGCS3VW3QpqIiIiIiIiIwkLYJqW///57lJaWuldJX3XVVfjkk08gil4O6SIiIiIiIkU4SkohWVvm2aI2bax7y24CRKcNWltVg22sohoVETEhigjQwYbkKP8eXZ3VtpBt2U1E51CLUMXwv6tEREREROQpbDO8+/btA3Dm7OgXXniBCWkiIiIiIqIgSirbA5XL0WCbHek9YVfJn50cDFeKPyJCzWdBopZCf0ECBA3/nSUiIiIiIk9h+5RQUlLi/tyhQwd07txZwWiIiIiIiIhaL9FpQ0rx/9D9wNte21hFNTZlXoSFfW4MSUw62HCtuB3/0iwJyXxE1ExqEfpeSYj/2/lKR0JERERERGEobLfv1mjq3rwXBAEpKSkKR0NERERERE3xwLTZKIlPdF+v6dMJGTqdz/2LagsxYd0E2brcq3KRGpkGALAf2Q3Np7fJtrOPXg5Np4tk647kVQO5+bJ161QlqBGcHmVPjemBxGjf43eabDCuOSJbZxjTCaro8Nji1u6sxeqPKvFLx2vr1elPHYHosMOs0cAlAjcVvI9xT8xDTGKS7Fg1ZcVYO2uFbN2qyQMRlejl+a7qFPDmKPdlsmBEhGD3/8s0InlyL6hiff8z9JWpwoIPF+ySrfvrtL6Ijo+QrbNYC/Djrptk6/r1fQ8RuvSAxUgUTKoYLVdIExEREZEHi8WCbdu24cCBA6ioqIBWq0VWVhYGDBiA8847T+nwKMTCNindoUMH9+fKykrlAiEiIiIioiYriU9EUWKy+1rMyIRW73tCUDQBJXGCfF1GGrTRmXUX1aegjXbKtkNKMrRZmfJjWMsByCelT0TGoEoleZS179cF2QmRPsUOAI5yCwq/NsrWpfU7H+oE+URlqFVUVEDYIJ8gV6ntECUbol024I9jmjMNOhi83AejQ+91nnSD3ms/CFpALPUr7qZQxeqCct9FlwSzl2OsRYP3OVVmDRx6+e+titNArQ+PvyNERERERNQyPfHEE5gzZ06T+0+YMAH//e9//epTUlKCOXPm4L///S9qampk2/Tr1w+PP/44xowZ0+TY/KXEvWjI3r170a9fP9jtni9kv/XWW7jjjjsCNk+4CNuk9ODBgyGKIlwuF44dO4ba2lpERvr+4w8RERERERE1zmGzobq0BILNKt9AkuoVVZeVwulwwlxdfyVzTUWZ17lMFRYIolm+ssoOOJLl6yrsgNNLPxkuo5fv8kcMoqv+d2ouU6X3OYmIiIiIiNqKb7/9FmPHjkVpacMvHf/444+4/vrrcfvtt2Pp0qXQasNjJ7FQcTqdmDhxYr2EdGsWtknplJQUXHvttfjkk09gs9nw4YcfYvz48UqHRURERERE1CrYrRZ8+eoiHPnf93DYbYj2o+/KJx5p0pwfPr8LosrQQIvX5IvnnwBwwud59CIwMlYjH8OCXV5XNBMREREREVHTfffdd7j66qthNnu+VBwXF4eOHTuioqICeXl5cDrP7HS2bNkymEwmfPDBBxAE+Z3SWqOFCxdi586dSocRUmGblAaA+fPn46uvvoLVasWsWbNw9dVXIyEhQemwiIiIiKiNc1mtcJQEf5vhlsJeWOhH2yLYNCqf27tqC5FcKb+q1ZVfCNsfmyk5S0t8HpPqfPnqIhzcvkXpMIiIiIiIiCiEnn/+efTu3dvn9hkZGT61q6iowLhx4zwS0u3bt8eiRYtw3XXXuRPOJ0+exNNPP40lS5a423344YdYuHAhHnroIZ/jCoRg3YvGHDlyBDk5Oe7rqKgor9uctyZhnZQ+//zz8dZbb2H8+PHIy8vD1VdfjY8++gjp6elKh0ZEREREbZDLbEbBzJmo/vobSFZu1dsUJ269FbZy/xL6L3spN706HqY/PmuiHOg8ulmhtSkOmw1H/ve90mEQERERERFRiPXr1w+XX355wMf917/+hfz8fPd1x44d8d1339VL5GZlZWHx4sVo164dZs6c6S5/8sknceeddyI+Pj7gsXkTrHvREEmScM8997iT96NHj0ZVVRU2bdoU0jiUICodQGPGjRuH1atXw2AwYOfOnejZsydycnLwyy+/KB0aEREREbUxBTNnourzdUxIU4tXU1kBh90W4llVEMSoEM+pPJVGRKShbZ2NRkREREREbUtJSQleeuklj7KlS5c2uLL40UcfxZAhQ9zXRqMRzz//fNBiDBdLly7Fxo0bAQDR0dF4+WVvr+K3PmG/Uvo0URQhSRIqKiowd+5czJ07FxEREUhMTERERIRf4wqCgIMHDwY6XCIiIiJqxVxWK6q//kbpMIhaLFHTGYIQ1o+gQdGxdxLUfmxZT0RERERE1NK89957MJlM7ushQ4Zg+PDhDfYRBAGzZ8/2aPfmm2/i6aefbrVnS586dQozZsxwX8+dOxfZ2dkKRhRaYf2LwOHDhyEIAiRJgiAI7r+EklR3ppzZbMbJkyf9Hre1/mUmIiIiouBxlJRyhXQLpU4I3dZfJEcFUdMZmqiRSgcSUiqNiI69k3DF7d2VDoWIiIiIiCio1qxZ43E9ceJEn/oNGzYMHTt2xNGjRwEAhYWF2LFjBwYOHBjwGMPBvffeC6PRCAC45JJLcP/99yscUWiFdVL6tHOTyM1JKp9OaBMRERERUdsgarl1sj9q23eFS33mnkUePwDRYfdoo4m+EYIY41H250k9ERVb/17rY+Og1vjwZ1B1CnhzlHzdXV8AsZmNj/EHl9EK09K9snV/ndYXokHn81hNFWnQcoU0ERERERG1eiaTCZs3b/YoGznSt5eSBUHAiBEjsHTpUnfZZ5991iqT0u+99x4++eQTAIBarcbSpUshimF/ynJAhXVSOiMjg6uaiYiIiIiIQsil1kLSnpW0lXkmE8QYiCqDR1laxyzEJumbPrFKA6hL5OviNUC872M7RAEmL3XR8RFQJ/h3BBQRERERERHJ+/XXX2G3n3mRuWPHjkhLS/O5/2WXXeaRlN69e3dA4wsHZWVlePDBB93X06ZNQ69evRSMSBlhnZRuytbcRERERESh1n7F21Cn+v7A1RwWpwUL//dvbC/YDpvTFpI5G5NQJeGpFS6f2j4+XgWtPTCrR3OvykVq5B/3vfoUsPLKgIxLRERERERE1JpZrVb8/vvvKCsrg0ajQWJiIjIyMhAZGen3WPv37/e4vuCCC/zqf277c8cLtkDeC2+mTJmCkpK6l7A7deqE2bNnB2zsliSsk9JERERERC2BKjEFYmRiSOZ64ftnsLn8F0AXg3DZU0iwOwGU+dZWHw9BE5gjdYTIxDP33VHjtZ3DaIXDboKptv7aWWOBt/W0QHeUQxI8t62uOfgrSqN93w7cWeNAtWCWrYs4dRCq6qYl6F0uG+zOiib1BQBThdFrnVZbA+jOfG9ttA2i3fMFCE1UOUTR895Yy36E2aFpckwwFQE6L1uXWQsBs+/3ymm1e62zWAugMjcjzgCzWguVDoGIiIiIiNqQ++67D7///jssFotHuVqtRr9+/XDVVVfh3nvvRXJysk/jHTx40OM6Ozvbr3jObX/8+HFYLBZERAR/h6tA3ws5n3/+OVasWOG+Xrx4MfT6Zuwy1oIxKU1ERERE1FQqLSL6TEDJ0uOA81hIprwLV+IuhNeKYFdNKWrwmE9tFxyfhgxLYJLS+E8eCpEHAFAJRUj3ckzwmjdWYZ/ohFOov5rbbI9BO/SR7ddBWwS9ptqj7L0vj/sfp7fji1f7P5QoOnD++duQkHgSKpXT/wH+YK3WAOgsW9e7z1fQxZyV1B0g1+qZeiV7TgE41eSQ/pgrQb583y1+DaM2J6ETnpet+3HXTXDoS/2NjIiIiIioVXC5HHwxMkR0ujSIYvil4fbt2ydb7nA48P333+P777/HvHnzMH36dMyePRsqVcMvCBcXF3tcZ2Vl+RVPamoq1Go1HA4HAMDlcqGsrAyZmZl+jdMUgb4X56qursbkyZPd17fddhtGjBjRrJhbsvD7t4GIiIiIqIWI6DMBmqyLAWeAkqwUFHmqUjhhaLxhC3D++duQnNKExDgRERERERHqdurZtn2o0mG0CYMGboJe71+CNlyYzWY89dRT2LJlCz799FNER0d7bWsyee5AFhUV5ddcgiBAr9ejuvrMS+Hnjqkkf+7FuR555BHk5dW9TJ+UlIR///vfwQqzRWBSmoiIiKiVszqtKDW3/lWBRTVFoZ1QVEOd3ju0c1KbJghOJCSeVDoMIiIiIiIiamEEQcDAgQNxzTXX4JJLLkH37t2RkJAAURRRVlaGXbt24bPPPkNubq7HVtbffvstbrrpJqxZs8brKuFzE8hN2XY7lEnpYN6Ls23ZsgWLFy92Xy9YsABJSUlB+U4tRYtPSpvNZhiNRrhcLiQnJ0OjCZ+zwYiIiIiUZHaYkbM1BxvzNsLqtCodTqsjRBggqHw/W5ioubRac7O27KaWRRR10Gqbfm4ZERERERERAIwcORK33HILzj//fNn6jIwMZGRk4Nprr8WsWbNw0003YevWre76tWvX4pVXXsEDDzwg2//c85i1Wv9/K9HpPM+9MpvNfo/hi2Dfi9MsFgsmTpwISarbWW/EiBG4/fbbA/dFWihR6QD8tXnzZkyZMgV9+/ZFZGQkoqOjkZmZiezsbGzZskW2z+7du7Ft2zZs27bN6/7wRERERK1NztYcfHHsCyakiYhaoKSkEVCpvB1ITkRERERE5JtBgwZ5TcKeKysrCxs2bMDAgQM9yp9++mnU1tbK9jl3ZbTNZvM7RqvV87erpqy29kWw78Vps2fPxqFDhwDUrQI/e8V0W9ZiVkrv3LkT9957L3bt2uUuO/2GAVC33N6bt99+GwsXLgQAGAwGFBQU1HvrgoiIiKg1sTqt2Ji3UekwiIjIT6KoQ1LSCFzQfZ7SoRARERERURsUERGBZcuWoXv37nA4HACA4uJifPXVV7j++uvrtT/3jOVzV0774tyV0XLnNm/YsMHn8UaMGOF3DHL8vRcAsGvXLixYsMB9nZOTg06dOgUknpauRSSl//Of/2DatGlwOByQJAmCILgT0md/9mbKlCl48cUX4XA4YDQa8eGHH+Lmm28ORehEREREiig1l3KF9B90Kh2S9KE9syd5ci+oYgP/EmRhbSEmrJsgW5d7VS7SItMCPqcv7AX5qFnvW9vkyb2Q1oStvBpVdQL4r+/Nb//brYiNjsHvh/Kwc3W1bJtyWzSMrgSPsiev64mk6KbHr4oUAbX3F2obYrUX4dcTH8nWnZ/xLDTqRJ/HMlUYsR9vehnrGaRmpMJcVY2Vz/9bto0mZhxEMcaj7C9/z0C0IYDHKUUlAeqm/XvkrLSjcov8+dv9+r4HVVz4Hvuk1SZzhTQRERERESmqc+fOuO666/Dhhx+6y3xNStfU1Pg1lyRJPiWlr7zySr/GDBR/7oXD4cBdd90Fp7Pu6K1evXph+vTpAYulpQv7pHRubi4efPBBAGdWQ4uiiIsuugjt2rXDRx/J/yhztuzsbAwbNgzr19f9UrZmzRompYmIiIjaiGHZw6ALcYJHFauDOiHwW00JWg2KteXydXEaqKODs71VY1y1vt9flUEHtT4Ifx6Cf2PGZyYhPj4eZZUVAOST0r8jGkekOI+yqK49kJQQ2dQom8VsjgNOyNcltR8EvT7L57GMxUWAl6R0cvvLEJOSCpemCDaTlwS8mABRZfAo0iX2gz5J73MMweQwWwDIJ6UjdOlQ65X5d4WIiIiISGk6XRoGDdykdBhtgk6nzIvjgTJ8+HCPROzBgwdl26WkpHhcnzwp/yzmTVFRkXsVMlCXA0xKCu3igsb4ei/efvtt/PzzzwDqvsdrr70GtTrsU7EhE9Z34sSJE5g8ebLH1txTp07Fo48+6v4LKYpig1t3n3bDDTdg/fr1kCQJX3/9ddBiJiIiIqLwoFXpcGnGENzTdxZOmJu/atxud6Iw4ayHIn08oiLk/z/UbrNBZW7aatiGFFmdcKrkH8zyrU44VcqsjndZW96q/OqyUoh2G0xGo9c2EU4LYlxVHmU1ZcUwOpRJvFptpV7rqstKYdP6vvq3uqzhsQCgutx7GyIiIiIiaplEUe3XC63UdmVnZ3tcl5SUyLbr2rWrx/WJE17epvbi3Pbt27cP2pnSTeXrvaisrHR/drlcuPTSS5s035133ok777zTfT1mzBh8/PHHTRornIR1UjonJ8d9uLkgCFi+fDluueWWJo01ePBg9+fy8nL8/vvvOO+88wISJxEREVFLkjsqF6lRqUqH0WxmpwtPHcnH5vJqWGW2ZXKpDFgtaLH6f0cDN+ncl3xrt//3wM15rsyFssWj95QDkF9FHWypZSV4T5GZm27lE4/UJaU16UiKlt9F6ZLiHbjCXuBRtnbWilCEJ0sbbcMFt8rXrZw9w/uqZj+tfOKRgIxDRERERERELZdG4/nis91ul23XrVs3j+t9+/b5Nc/+/fsbHO+0QG7J7S9f7wU1LGyT0jabDatXr3avgr7nnnuanJAG6t7U0Ov17n3p9+/fz6Q0ERERtUmpUanIjM5UOoxm+/uvx/ClUQfw7FUiIiIiIiIiooAqLCz0uE5OTpZt16NHD2g0Gnei9tixYygoKEB6erpP82zdutXj+qKLLmpCtMHl672ghoVtUnrbtm3uw9AFQcDDDz/crPFEUURGRgaOHDkCwP897YmIiIgofFicLnxZ6n3bZSIiIiIiIiIiarrvvvvO4/rcLaxPi4mJwZAhQzyOzl2/fj1uv/32RueQJAkbNmzwKBs9enQTog0uX+/FDTfcgJ49e/o9/rRp07Bnzx739cMPP4yRI0e6r889t7ulCtuk9NGjZ7ZZzMzMRKdOnZo9ZlxcnPtzVVVVAy2JiIiIKJwV2+ywuJTbtol8l2EthtbiAADoBAGptXGAJfDnbaMqP/BjkhcqCGKU0kEQERERERFRkFRWVmL16tUeZcOHD/fa/rrrrvNISr/xxhs+JaU3btzokQ9MTU3FgAEDmhBx8PhzL7Kzs70mrBsSHx/vcX3BBRdgxIgRfo8T7sI2KX36kHBBEHxe4u8Pl8sV8DGJiIiIiMjTmp8egDbaeaZgh3KxUGCIms4QhLB9lCQiIiIiIqJmmj59OiorK93XWq0WV111ldf2N910Ex577DH3DsibN2/GN998gyuuuMJrH0mSMGfOHI+yO++8E6IoNjP6wPL3XpB34fUnexatVuv+bLPZAjJmeXm5+3NiYmJAxiQiIiIiImoL1Botzus3CJqokY03JiIiIiIiIsU999xz+PHHH31u73A4MG3aNLzxxhse5ZMnT25wAWlKSgruv/9+j7K7774b+fnedzV79tlnsXnzZve1wWBo9lG+DQnVvSDvwvb19tP7o0uShFOnTjV7PKPRiOPHj0MQ6rYK5CHkRERERK3Tmj6dka7TBHxce2ERTtx665kCfTyiBs+QbZs8uRdUBl3AYyiqLcKEdRNk63KvykVqZGrA5/SF64QOZkVmbrpr/++fyGjXHof3H8WOd2tl2/yQcilOCJEeZasmD0S6QR+KEOux2gqw97cbZOvGzZkPndb3h+LqslKsfOIR+bGemIeYxKR65VFx8aitcmL5rO0+z0NERERERETK+eKLL/Doo49i0KBBuPHGGzF8+HB069YNarVnetBoNOLzzz/H/PnzsXv3bl1x3rwAACAASURBVI+6Tp06IScnp9G5ZsyYgdzcXBQWFgKoO6Z30KBBePHFFzF69Gh3fu7kyZN4+umnsWTJEo/+M2fOREJCQnO+boNCeS9IXtgmpc8+Q7qsrAwHDx5E165dmzzel19+6d6yWxAEXHzxxc2OkYiIiIjCT7pOg3b6wCeEbRoVbOWl7mshUkK0Rf5c6zStFuogxKByqqBylsrWZehUyAzCnL6wOatwRJGZG2eHCibUP/84Ki4ehpRUROeXA5BPSltUEahWxXr2S0yBISFStn2wmc12r3UxiUnQ6wPzUkJMYhIMKd7GammvHxAREREREdG2bduwbds2AIBOp0NWVhYMBgNUKhXKyspw7Ngx2WNv09LSsG7dOp92H05ISMDKlSvx5z//GRaLBQBw/PhxjBkzBnFxcejYsSMqKytx4sQJOJ1Oj75jxozB9OnTA/BNGxeKe0HywjYpffHFFyM+Pt69T/vSpUvx/PPPN3m8BQsWuD936dIFGRkZzY6RiIiIiIjC20F0giN8H3uIiIiIiIiIQspqteLIkcZfLb/66qvx1ltvuXc29sWQIUOwdu1ajB071uNI3crKSvz000+yfW655Ra8+eab7pXUoRTMe0H1he2Z0qIoYsyYMZAkCZIk4eWXX8aePXuaNNYzzzyDnTt3AqhbJT1+/PhAhkpEREREROFGHYGa9ldiDXj+MREREREREbVNM2fOxOTJk9GjRw+oVKpG20dHR2Ps2LHYtGkT1q5d26Qk7BVXXIF9+/bhH//4ByIjve801qdPH6xevRorVqyAThf8nd+UuBfkKayXDOTk5OCdd96B3W6H1WrFn//8Z3z66afo37+/T/1dLhdmz56NZ555BoIgQJIkGAwGPPjgg0GOnIiIiIiIAABjc4Hze4V+3uhUlB3Pg/34itDPTURERERERBQGrrzySlx55ZUAgNraWuzbtw/Hjh1DQUEBTCYTXC4X4uLiEB8fjwsuuAAXXnihTwnbxqSmpuKVV17BggULsG3bNuzfvx+VlZXQarXIzMzEgAED0Llz52bP4w+l7oUvvv3225DMo7SwTkp36NABjz32GJ544gkIgoCioiIMHDgQ48ePx2233YZ+/foBACRJciedKysrcfjwYXzzzTdYvHgxjh8/DkmqO+tPEAQsXLgQsbGxDU1LRERERESBEpMCxLdXOgoiIiIiIiKiNi0yMhL9+/f3eeFnIOj1egwfPhzDhw8P2Zy+UOJeUJgnpYG61dKHDh3CihUrIAgCnE4nli1bhmXLlnm0kyQJI0eOrFcGwJ2wfuCBBzBhwoSQxU5ERERE4c1ltcJRUupTW3thoce15HLCVSPf116QD1dt4LeectUWIrlSkq/LL4TN+65YblaHE+U1tkbbOR0SrLVOn+IS8gpgjkiQrTt2ygJJVy5bF2xF+WaY7TGydcfyzTAL5ThVZA1xVEREREREREREbU/YJ6UBIDc3F+3atcO8efPcZWcnnM8tO+10MloQBDz55JOYOXNmaAImIiIiorDmMptRMHMmqr/+BpK1iUlJSyVq1j8mW1WzvhnBNeJlL+WmV8fDFIDxnaIG+7uNR2liL7hUWh97xQKXPiVftdoJYHcAImuadugjW773nVLshW8vJBARERERERERUfOISgfgC1EUMXfuXGzcuBHDhg2rl3w+TRCEeknqwYMHY+PGjUxIExEREZFbwcyZqPp8XdMT0q3Y/m7jUZzS34+ENBERERERERERUcNaxErp0wYPHowNGzbgl19+wbp167Blyxbs378fZWVlMBqN0Ov1SEpKQseOHTFs2DCMGjUKl1xyidJhExEREVEYcVmtqP76G6XDCEtOUY3SxF5KhxFWVBIQ5Trz4mtthQVVZ10DgMNug7mqMuix2OyFsFZrZOsKj5yCVuPbdusAUFNR5rXOVGGBIJrl6yr5IgcRERERERER+a9FJaVP69mzJ3r27ImHH35Y6VCIiIiIqIVxlJRyhbQXNm0sV0j/wQEJfcyxGO2IgAZnktAb/nVmK3JJssNe8xVc9sMAfE8IN09n2dL98LJ9ehN8+PwuiCpDwMYjIiIiIiIiImqRSWkiIiIiIqJgKlOb0dER1WCbuoT0wRBFRERERERERETUcrWIM6WJiIiIiIhCwQEJRm0Rkh0NPypJkuOPFdJERERERERERNQYrpQmIiIiIvpD+xVvQ52aJltnLyzEifHjzxRExCFq8AzZtsmTe0Nl0AU8vqLaQkxYN0G2LveqXKRGysdeYDRj7OLtsnWv3NoXyTF/xFrlAHLzZdsNuiEFEdHyjw8qUxES1006cx3hhPhHTrfob2vgikmX7RdsRadOYu2X62XrrvnzlUjNzAKqi4BVZ+5ppioPLlcUlpe+1uDYkqsGoduyO5RUEMSGV4jL9tKIiDRw63ciIiIiIiIikhf2Sen8/DM/ihkMBkRF+f8DSU1NDYxGo/s6IyMjILERERERUeuiTk2DNivTp7aCqIIYlSRbp0nPgDohIpChAQBEE1ASJ8jXZaRBGy0fuxhZi+KoBNm61PM7IjshEgBQVWoGIJ+U7tSnE2KT9PKBVeiBrYWyVbHto4F4+bmDTS+VQa+plq3rkKFHu04JQEU1oPHcgrvK5f8zR2shajpDEPx/TOzYOwlqjSoIERERERERERFRaxDW23d/+eWXyM7Odv9z4MCBJo2zf/9+j3E2b94c4EiJiIiIiIhaMhVETVdookb610sjonP/FFxxe/cgxUVERERERERErUFYr5ReunQpJEkCAAwbNgz9+vVr0jj9+/fH4MGD3cno119/HUOGDAlYnERERERE1DZcNukCnNfOgOqyYryX84Zsm9FTn0RUfGLA57bZC7H/iPz27d075UKrkd++3Rf62DioNf5vvx1p0HKFNBERERERERE1KmyT0na7HV999RUEoW57wptvvrlZ440fP96dlP78888hSZJ7bCIiIiKqz+q0otRcqnQYsoqs3s/yLaotgsrpPUnmqpXfZrqubyFEk//9zlVYWwhBq/G5va+KaooCPib5R2/QIjZJD8nlfXv21PMyYUhJDfjcZrMKvxfbZevSOmVCr88K+JxERERERERERIEQtknpn3/+GSZT3S+CgiBg1KhRzRrv7P4VFRX49ddf0bNnz2aNSURERNQamR1m5GzNwca8jbA6rUqHI8upSgIyF8rWTVg3ASqn92R6cqWEl73UTVg3weuZzQ31kxunWFvuY2siIiIiIiIiIqLWLWyT0mefH52UlISsrOa99Z+VlYXk5GSUlJQAAPbt2xcWSWlJknDs2DHs3bsXJ0+eRGVlJXQ6HeLj49GlSxdcfPHFiIjwvgqjKaqrq7F161b89ttvqKqqgl6vR/v27TFo0CBkZGQEdC4iIiJqeXK25uCLY18oHQYRERERERERERG1EmGblD6dPBYEAenp6QEZMz093T1uYaHv2y8GWkVFBT7++GN88cUX+Oabb1Ba6n0lj0ajwTXXXIP/+7//w9ChQ5s179GjR5GTk4P3338fNputXr0gCBg6dCjmzJnDM7eJiIjaKKvTio15G5UOg4iIiIiIiIiIiFqRsE1Km81m9+dArRQ+e5yampqAjOmv++67D6+//rpsUliO3W7Hxx9/jI8//hi33347XnrpJcTGxvo97/vvv///7N15eJNV2gbwO3vTfS+lC7IKKCCCIDAwIsUFBRlHRBYFRQWXET9BVHBwZViUQR1HUUCmIgiCKCMgo6wiKKKyiNSyyNZ9b5M0e97vj0og7Zs2aZO8aXv/rotrevYnb/GakCfnHNx///2orq5220cQBOzevRs33HADZs2ahfnz5/PebSIiolamxFgSVEd2q2wCokXueLaoBJSliI+JrRKgtgpu54ytamSbzm2T5DQKDeK18VKHQUREREREREREJCpok9IxMTHOn+vbSeyNy+cJDw/3yZzeOnDggGhCWqFQIDk5GUlJSbBarTh37hwqKytd+nz44Yf47bffsGPHDq/iX79+PcaNGweHw+FSn5CQgLS0NBQVFSE3NxeCUPMhrCAIWLhwIcxmM5YsEb+rkYiIiMif1FYBj2xx4LqTAtS2uu0FsXaMmyc+9pWP7GhTZm/Uuq+sdjTcKQgNTRsKjUIjdRhERERERERERESigjYpnZCQAKAmQXr+/HlUVVU1aofwRZWVlTh37pxz5+/F+aUUHR2N8ePH47bbbsPgwYMRERHhbLPb7di7dy/mzp2LvXv3Out/+OEHTJ48GRs2bPBojdOnT+P+++93SUj36tULS5YswdChQ5112dnZmD17NjZu3Oise+ONNzB48GDceeedTXmZRERERFA5lIixef5e7oGvHOhzTgDUqPlTmzZGpPJSmyzU/Y5nwWEHTBXijSHRkMkVHsUoD6knhgDRKDQYmjYULw96WbyD1QToC4Eq96f0VOWeQLmu5p8F+gr3yfzK3BOwG8SfjVyXj6h6xjmqGrfN3OGwwGovb9RYAKgoKIJGI7LVHoC14hiMBWU1z0cjd2kzKwWoQsW/GGuz5cForIbJ5P6LsyZTPtRGa6Pjdsdslu4KIiIiIiIiIiKipgjapHSPHj0A1NxzbLfbsXnzZowfP77R833xxRew2+3OObt27eqTOBvjiiuuwPPPP4/x48dDq9WK9lEoFLjhhhuwa9cuPProo3j//fedbZ9++il27drlklR25+9//7vLUeXXXXcdtm/fXifBf+WVV2LDhg2YNm2ay1qzZs3CqFGjoFQG7V8VIiIiCpDMWzKRFJbk1RjB6gC+KAZOVwM294niOjr+8ceNsBD3V4yEDZ6FcJP7tRyGEhi+nu12rDys6cdgZ96aCVm0qsnzNCReGy++Q9pSDWx6DMjeCthMgCMewFuic3ywfisi5DVJa7lNgzj0F+23cv1WOJTiR7tHoxJPuolx5YatqHCbshYnl9vQpct+xMblQKFo3K73i/qJvxycrfoMZ4//UegfW6e9I54THVeQW/PHrFMB6CTa56dD90AT4fukNBERERERERFRcxW0mcYrr7wSqampzmOlX3rpJdx9992NSo5arVa88sorkMlkEAQBiYmJuOaaa/wQdcNeeuklDB8+HGq12JafuhQKBd555x38/PPP+PHHH531y5cvbzAp/euvv2LdunXOslqtRmZmptsd5zKZDG+++SZ27dqFkydPAqjZab1y5Uo89NBDHsVLRERELVdSWBJSwt1c5OxG6ZosGI8bGu7YwrQJbQNleIh0AWx6DPh1Y8P9glSXLvuRkHhO6jCIiIiIiIiIiMhH5A13kc7YsWMhCAJkMhlOnTqFSZMmNWqeSZMm4eTJk8657r77bh9H6rnbbrvN44T0RQqFArNmzXKp+9///tfguA8++MDl2O577rkH3bp1q3dMSEgInn32WZe65cuXexEtERERUQ3B6oDxeJnUYbQ+VlPNDunL2ODZkeTBQCazIzYuR+owiIiIiIiIiIjIh4I6Kf3MM88gLCwMQM3d0mvXrkVGRgbOnfNs18TZs2cxbNgwrFu3znmXtFarxezZ4sc1BrPBgwe7lEtLS1FdXV3vmP/+978u5SlTpni01tixY53PHQAOHjyIvLw8DyMlIiIiqmHXWQCbo+GOLY1SDkWEd19C9Cl9Yc2R3ZepRqhEwXhPrTY2+cju1kYu10CtTpA6DCIiIiIiIiIit4I6KR0fH4+FCxc6dzgLgoCdO3eic+fOuPPOO7F8+XIcPnwYeXl5qKqqQl5eHg4fPozly5fjzjvvRJcuXbB7924IguCcY8GCBUhK8u4uxGAQExNTp66ystJt/+zsbJw6dcpZDgsLw8CBAz1aq3ZfQRCwZcsWL6IlIiIiar203WMhUwX122xqYeLjM6AQu1uciIiIiIiIiChIBO2d0hc9+uijOH78ON555x3nbmebzYZNmzZh06ZN9Y69mIi+mND+29/+hscffzwQYftcbm5unbq4uDi3/Q8fPuxS7tevn1f3cQ8aNAhff/212/mIiIiIqBalHNrusYi5q4vUkVArIZdrEB+fge7dFkodChERERERERFRvYI+KQ0Ab7/9Ntq3b4/nnnsONpvNmZwWBMHtmMuT0SqVCosWLcL06dMDFbLP7d2716Xcrl27eu+mzsrKcil3797dq/Vq9689HxERUbAz280oMZZIHYZkCg2FbtvMdgfOG83i48x22BXxom15ZjvsCvFxYuwWC4pDZKJtsRO61jni2ma1wazXwVpWhsKXXxYdlzR3LlSxsaiyO4Bi8VNjQsemIUzp/g5lW6EWhq/F27Rj06BMauN2bH1kYQrIlHLoKiT+e1dZClhcd83qBZXb7rcP7ouO8TXHe1frBOxYYxXtd/dNf0JohPjvU1FdCHz9gWjbmOF/gj3U85OKrPZinK36TLQtNWIOlLK6Jwi5U63XYefaT5xlmc0K2R//hhg78ylEiJxGhLB4/J5nxL73jovOOWhqd3RIj0ZVcQmy1jwv2qdP77WITBD/78iX1OoE7pAmIiIiIiIiomahWSSlAWDGjBnIyMjAvHnzsHHjRjgcl+4nvJikBi4lqgVBgEKhwJgxYzB79mxcffXVAY/Zlz74wPVDvhEjRtTbPzs726Wclpbm1Xq1+9eej4iIKFgZbUbM3TcXuy7sgtnueQK1NRl2MBtGRan7DilLRKtHHi0DUObdYn8OF6/PyalnkAx49gXxJguAgvJ6l/xk8RxE6SrctmstVgx107Z+8RwY1e4TuM1HP5dSRUgskCzec+dHH+FnU83vVSaPhCbqQdF+W999F4KjSrQtUmXCQ53E59/67ruosoZ4FjYAdbgF3SeIt321dC0s+qbc133pd6uJ6w1toniyXKksg7W6yE1bW2i1sbCEuP97EhKSDK22+V0ZRERERERERETkL80mKQ0AvXr1wieffILc3Fxs374de/fuxenTp1FWVgadToeIiAjExsaic+fOGDx4MDIyMpCc7ObTt2Zk69at+Oabb1zqJk+eXO+YoiLXD9FSU1O9WjMlJcWlXFxc7NV4d4qKirye6/K7sYmIiBoyd99cbDu7Teowgpq5ntNmiIiIiIiIiIiIiHytWSWlL0pJScGkSZMwadIkqUPxu7KyMkydOtWlbvTo0ejXr5+bETX0er1LOSwszKt1a/e3Wq0wm83QaJp2POA777yDl156qUlzEBERuWO2m7Hrwi6pwyAiIiIiIiIiIiKiyzTLpHRr4XA4MHHiRORcdrxlVFQU3nrrrQbH1k5Kh4R4fmQiAGi1WtE5m5qUJiIi8qcSYwmP7G6AIFPBoYiSOgy/UdqsCKvWN9yRWjWlSo2waM/vpiYiIiIiIiIiaqpjx47hyJEjKC4uhsFgQHR0NLp27YqBAweK5uVaGrnUAbjz5Zdfol+/fs4/u3a1vl1PTz/9NL788kuXuvfee8+j+6FNJpNLWa327u49seSz0Wj0ag4iIiIKPmbttYCsKXfyBrdOZ7OgtNukDoOCXMe+/aH08v0xERERERERUXP04osvQiaTNfpPQ9fJXtSUNWQyGc6ePevX5wAE7llcTq/XY968eUhJSUGPHj0wceJE/N///R+ef/55PP7448jIyEBcXBweeOABnD9/3vcvOogE7U7pY8eO4ccffwRQs2t3wIABEkcUWG+99Rb++c9/utTNmjULY8eO9Wh87Z3RFovFq/XN5rq7zLzdbS3m0UcfxZgxY7wac+rUKYwePbrJaxMREbVmaoUGVZproIt9SOpQ/EJps6LT2SzcsvszqUOhIKZUqdGxb3/c/Mh0qUMhIiIiIiIiohbu4MGDGD16NPLy8urtZzQasXLlSnzyySf44IMPcPfddwcowsAK2qS0TCZz/m96erpPEqLNxZo1a/Dkk0+61E2ePBkLFizweI7w8HCXcu2d0w0R2xVde87GSExMRGJiYpPnISIi8lbmLZlICkuSOgzJGBGBPx38XbRtU+9OSNaoAACF1YWY9OUk0X6Zt2YiKdTzZ2ivNKN46VHRtoRpPaGI0kBXWoJ1Lz4j2qf32QJorHaXupQ3lkCZkFB3PqUCml7pwB03NxiXLT8fRWPHibaNfXEhlMnJDc4R1CpzgZW3uFT9JrTDKkG8++1PPouuKXEAAH25BZ8vOSnab+yLCxEeI767WFaVA3x0o9txQmSqh8EDZks+fjnxV/G5XloEjbrxv5+w6BjukCYiIiIiIiIiv9u1axdGjBhRJz+n0WjQsWNHaLVa5OTkoLCw0NlmMBgwbtw42O12jBsn/tlVcxa0Sem2bds6f46IiJAwksDavHkzJk2aBEG49KnhnXfeieXLlzsT9Z6onUA2GAxexVG7v1KpbFVfDCAiopYnKSwJKeEpUochmfNG93dtJ2tUSNfWXN2hsCugsJeI9murUSBFW/eKD3dsRgEqk3gmtI1aDaVWg0q1ElG6CtE+6YWFCLW6HsXdMSEB6tSm/R4tFhuK3LRFxCVAndjMv7ygMgFq1993uMMKuDk4JzwmBlF/vGaZ3AhAPCkdERePyHg39xup3H8BMjIuHojx/JkajVa3bRFx8dBqm/nvh4iIiIiIiEhCr7/+Onr16uVx/8vzdZ7q2bMnFi9e7NWYNm3aeL1OU/nrWeTk5GDs2LEuCenY2Fj84x//wIQJE1xyeD/++COeffZZ7NixAwDgcDgwZcoU9OrVC927d/c4tuYgaJPS7dq1c/5cUFAgYSSBs2vXLowZMwY226UPX4cPH46PP/4YCoXCq7lq70bOycnxanxubq5LOUFkRxIRERER+YHVBOgLG+7nTlVunSoVrEiVFYt2V+lygPI/MtZV7hPCqMoFFCo3bfUfQ0VEREREREREwaFPnz644YYb/LpGTEwMMjIy/LqGL/jrWcyZMwfFxZc+h0lMTMSePXvQtWvXOn379u2Lr776Cg888AAyMzMB1JxmPGvWLGzevNnnsUkpaJPSAwYMQGJiIoqKipCbm4szZ86gffv2UoflNwcOHMCoUaNcvjUxcOBAfPbZZ1A34ojBK6+80qXs7eXotfuL/YdCRERERD5kqQY2PQZkbwVs3l290pAu8hx8q3Fzj/Knl/1sSwDwvni/D24BlOKJbSIiIiIiIiIiAi5cuIA1a9a41L333nv15tnkcjmWLl2K7777DidOnAAAbNmyBfv27cOgQYP8Gm8gyaUOwB25XI4JEyY4y2+++aaE0fjX0aNHceutt0Kv1zvrevfuja1btyIsLKxRc9b+y338+HGvxmdlZdU7HxERERH52KbHgF83+jwhTUREREREREREgbFlyxaXE5GvuuoqjB49usFxISEhmDlzpkvd+++72TjQTAVtUhqo2d7epk0bCIKAd955B1988YXUIflcdnY2hg8fjvLycmddt27d8L///Q9RUVGNnveaa65xKR88eNDlP4KG7Nu3r975iIiIiMiHrKaaHdJERERERERERNRs7dmzx6U8cuRIj8fW7vvFF194ldsLdkGdlI6NjcXmzZsRHx8Pm82GMWPG4MUXX0R1dbXUofnEuXPnkJGRgaKiImdd+/bt8fXXXzf5DueuXbuiY8eOzrLBYMD+/fs9GmswGPDdd985yzKZDLfffnuT4iEiIiKieugLW+YOaWUIEJ4kdRRERERERERERAFR+3rcXr16eTy2TZs2SExMdJbLy8uxd+9en8UmtaC9UxqAM4n6xhtvYMaMGSgsLMQrr7yCJUuWYOTIkejXrx/at2+PyMhIqFQqr+YeOHCgP0L2WH5+PoYNG4acnBxnXUpKCnbs2IGUlBSfrDFq1CgsWbLEWV6xYgWGDBnS4Lh169a5HCXet29ftG3b1icxEREREVErcuUIQBUidRRERERERERERAFRWlrqUo6NjfVqfFxcnMtm1kOHDmHo0KE+iU1qQZ2U/tOf/gSZTOYsy2QyCIIAnU6Hjz/+GB9//HGj5pXJZJJudy8rK8Pw4cNx+vRpZ11CQgK+/vprtG/f3mfrPPDAA3jjjTcgCAIAYO3atXj22WfRrVs3t2NMJhMWLFjgUjdlyhSfxURERERELZ+gCIGtw80w/ul12PIrYayq8HisxVoAs078C6cFp3OhVtl9FaZbZXk6OOyVom3V5cWoLLJCV1bi9ziIiIiIiIiI/MFsNuP3339HaWkpVCoV4uLi0LZtW4SGhvp0nfz8fOTl5cFgMCAmJgbx8fFITk726RpN5etnIZe7HlJtt3v3OYbVanUpZ2VlNSqOYBTUSemLBEFwJqcvT1JfTLY2JzqdDrfccgt+/fVXZ110dDS++uqrepPFjXH11Vfj7rvvxrp16wAAFosFkyZNwvbt2xEZGVmnvyAIePLJJ3Hy5ElnXYcOHfDAAw/4NC4iIiIi8tyBhHdw6oQSdlvj3/tWKEz4JEy87W4DEG2v2c3sENzf7rOx7B+QyxwerVdtj4YtRwbrl/+Aw3oKgLeJ5E6itVl4xct5fG/na8BOqYMgIiIiIiIiaqTHHnsMv//+O0wm12vElEol+vTpg1tvvRWPPvpok66Z/eWXX9ChQwecOXOmTlubNm3w5z//GZMnT8Ytt9zS6DV8wR/PovbO6Mt3PXuiuLjYpcykdABdTDw3xwS0mFGjRuHgwYMudU899RRKSkqwfft2r+bq06cPYmJi6u3z6quv4osvvnDew33w4EEMGTIEb7zxBm644QZnvxMnTuC5557Dxo0bXcYvWLDA66PRiYiIqGVQ2QREX7rRA468Ali8+JKovdIMh0F8N6k1Pw+Oag1spcXQWqyifWSCAItMgUrNpWyq+tR5yEqrYa5u/G5ZobQEphDxo5NOX9BBbi5r9NyNJdfpkWQT/wfOj8eVqHLENWl+ndyCKjcHBensgMLe8BHbBke8V2taDVvgsGZ7NYaIiIiIiIiI/Ov48eOi9TabDQcOHMCBAwewcOFCzJw5Ey+88AIUCoXXa5SVlaGsTPzzELgrlQAAIABJREFUlYKCAqxbtw7r1q1D7969kZmZiR49eni9hi/441l06NAB+/btc5YPHjyISZMmeRTPyZMnUVnpenJbYWGhR2Obg6BOSs+ZM0fqEHxu9+7ddermzp3bqLl27drlklgW06lTJ6xYsQLjx493JvaPHDmCoUOHIiEhAenp6SgqKkJOTk6dxP/f/vY3jBkzplGxERERUfOltgp4ZIsD150UoL4skal/dyL07od5xfD1pZ8buhUnwVQFALDLVfj5rb0oiesJh0LdtACud7PjNjMPQF7T5m6099221D3jxjuR1hBMFc/9+4Ug2P7YIU1ERERERETBxOYQkGe2SB1Gq9BWo4ZSLmu4YxAyGo145ZVXsHfvXnzxxRcIDw/3yzqHDh1C//79kZmZGbT5KG+fxeDBg7Fq1Spn+dNPP8WSJUs82gAqdm2xXu+rT+OkF9RJ6Vdekf54vpbgnnvugSAImDJlCoxGo7O+uLi4zjEAF82cOROLFi0KVIhEREQURB7Z4sCgrOA7pSar60QUJfaVOgzygOAwwPsju1sGpUqNsOj6TzMiIiIiIiKSSp7Zgn7ft5zjgIPZD9d3Q7pWI3UYAGquxh0wYABuu+029OvXD926dUNsbCzkcjlKS0vx888/Y/PmzcjMzHQ5ynr37t245557sGnTJo92CcfHx+P2229HRkYGevbsidTUVERERECv1+P8+fPYu3cvli1bhiNHjjjHGI1GTJw4EUlJSRgyZIhfXv/l/P0sRowYAZVK5bwbuqCgAG+++SZmzpxZb1wFBQV466236tS3pKS0+0vjqEUZN24cjh07hvHjx9f7bYwhQ4Zg9+7deO2111zu7yYiIqLWQTBbcN3J4EtI2+VKlMT1lDoMogZ17NsfSnUTd/ITERERERER+chNN92E3377Dfv27cPs2bORkZGBlJQUaLVaaDQatG3bFrfffjuWLl2KkydPYtCgQS7jt2zZgnfeeafBdT766CPk5uZi5cqVmDBhAnr06IGYmBgolUpER0ejZ8+eeOyxx3D48GEsXboUGs2lhL3FYsH48ePr3O3sa4F4FikpKbjnnntc6ubMmYPPP//c7Zjy8nKMHj0apaWlddou32za3AX1TumWSMq7sTt06IDVq1fj3XffxbfffouTJ09Cp9MhJCQE6enpGDRoEFJSUiSLj4iIyN/MdjNKjOJ3HLd0hWb3u1YLqwuhsNd8w7P4wgmEuLl7WEoWdWTTj+wm8iOlSo2Offvj5kemSx0KERERERERkdPAgQM97puamort27fjxhtvxHfffeesf/XVVzFlyhSEhoa6HTthwgSP15k6dSoSEhIwZswYOBwOAEBubi7+/e9/Y8aMGR7P461APYv58+dj27ZtztOKLRYL7rzzTtx7772YMmUKevbsCa1Wi5ycHGzZsgULFixAfn4+ACA6OhoVFRXOufx1dLoUmJRuhSIjIzFixAipwyAiIgqof3z/DxwoOACz3Sx1KJKwK+KBlCWibZO+nASFvSZZn1Ah4N+BDIyahXY94jBkbBeP++tKi7B27grRtpH/9zLCYuLcjrVYC5B1epJoW7eOmVCr2ngcR2MV6Ux4dPUhZ9koE2D/4xCh9dMGIDlKW2dMWHQMd0gTERERERFRsxcSEoIPP/wQ3bp1g81Ws3OhqKgIX331FUaPHu2zdS4maTMzM511q1atcpuU3r59u8dzZ2RkNDk+oPHPIiUlBevWrcPIkSNhMBgA1Gxa/fDDD/Hhhx/WO+6FF17Aww8/7KyLjo72yWsJBkxKExERUavwTe43UodA1OwoVHK07xWPG+/rBpW64bujLhIcIW7bkjqkICoxyW270ajA70VW0bY2HVOg1aZ6HEdjOcqqka85JdoWFpeIqFj334YmIiIiIiIiau46deqEUaNGYePGjc46XyelAWDGjBkuSemjR4+isLAQSUl1PzcYPny4x/P68tTixj6LoUOHYu/evRgzZgxOnz7d4Dq9e/fG2rVr8fPPP7vUMykdBI4ePYqsrCyUlZWhsrISDocDEydORHp6utShEREREbVIocuXIPmKHh73t1eaUbz0iGhbwrReUERpoCstxroXn3Fp0yvCsCH5Ly51YYICd7k5VnzgXxMREt74t7Wy6GjIJN7hKtflI2nDHaJtq8rnocrhurP45oeuQliURrQ/dIXAetedxjqEYT1ud5ZDZFYoUPMPtPsfuB9RkVGiU4VGqaFUeZ6MJiIiIiIiIqKWYdiwYS6J2OzsbJ+v0aNHDyQmJqKoqAhATTL5xIkToklpKTX2WfTu3RtZWVlYuXIlVq1ahe+//9654/qiXr164YEHHsC0adOgVqvx9ddfu7R36tSp6S8gSDSrpPSxY8fwz3/+E59//jkqKyvrtF9//fWiSenXX38dJ06cAACkp6fj+eef93usRERERC1NXHoXqFNTPO5vCzVBHpYr2qZKbgtlbAiUaiWMapVLm0GpQVFYrEtdpF0G6MTX6di7IyLj6x6n3KyU6wBlsWhTBARAkLvUdUqPdv+ay3WAyvUfR+WIhLbWA3T88b/hMRpExjTz50dEREREREQeaatR44fru0kdRqvQVtO8r3hKS0tzKV+8H9nXUlNTnUlpf67TFE15FiqVCg8//DAefvhhGAwGXLhwASUlJQgLC0NaWhri4+Nd+h8/ftyl3Ldv38YHHmSaRVLaarVi5syZePvttwGIb7uXyWRux8fHx2PWrFmQyWSQyWS47777uKOaiIiIyEtquZuduURERERERETULCjlMqRr+e97aphK5bqJwGoVv2orUOv48khub/nqWYSFhaFr16719vnll19cyi0pKS1vuIu0jEYjhg4dirffftvrZPRFEyZMQHx8PARBgCAI+Oijj/wRKhEREREREREREREREVGzV1BQ4FJOSEho1us0RaBiLCsrw/fff+8sR0VFYeDAgX5ZSwpBv1N6woQJ2L9/vzP5LJPJcPvtt+Omm25CWlqaR5eqq1QqjB49GsuXLwcAbNu2DbNnz/Zr3ERERBT8Mm/JRFJYcN1R4y95ZjtGHi0Tbcu8NRNtNTX3BjvyCqB/d2IgQyMiIiIiIiIioiDz7bffupRrH2HtCzk5OTh37pzf12mqQDwLAPj0009ddmGPGzcOoaGhfllLCkGdlN6yZQs+//xzZ0K6Y8eO2LBhA3r16uXSz5Pd0qNGjcLy5cshCAIOHDgAo9EIrZZ35xEREbVmSWFJSAn3/I7k5syuMAMQT0onhSYh5Y+juyyhgD6AcRERERERERERUXCpqKjAp59+6lI3bNgwn6+zYsUKl3JaWho6d+7s83WaIlDPwmQyYd68eS51Dz30kM/XkVJQH9/9yiuvAKg5Jz4xMRG7d++uk5D21HXXXef82WazISsryycxEhEREREREREREREREbUUM2fOREVFhbOsVqtx6623+nSNrKwsLF682KXOk9ORAy0QzwIAnn32WZdd4+PHj8e1117r83WkFLQ7pQsLC3Hw4EHnLuiXX34ZKSmN38mUlJSEhIQEFBcXAwCys7Nb3C+TiIiI3IuzREEBhUudUGGFzWKSKKLAslss7tsqzbAZBefP9fYL9fx52avcz+VLlpJTKKgoCsha/qLQF8HdbUTysALIBatLXcmFvaiuUIgPMJQCmkiXKj3CoHGzB95szoPRaPA25HqZTCX1tOVDbbS6bTebC9y2EREREREREZHnFixYgOHDh6NPnz4e9bfZbHjmmWfq7GCeNm0akpOTRcccPnwYu3btwtSpUz0+avrw4cO44447oNPpnHVarRbPPvusR+MbIxDP4nK//fYbunbt2mA/u92Ov//973jzzTeddTExMViyZIlHcTYnQZuU3rdvHwSh5sNRlUqF8ePHN3nO+Ph4Z1K6pMT9B2VERETU8iw+PxNJ1jjXyrcvoAAXpAkowIpDZMCfw8Xblh6FylTzvsthcP8eqXjpEcjDcv0SX1P88NvD0EQ276R0iMnuNind/oY3YApxTUCfKQdQXs+E/dW1Kqzoh89Eu/56XLy+Kcw6FYBOom0/HboHmgj3SWkiIiIiIiIi8o1t27bhueeew8CBA3H33Xdj2LBh6Nq1K5RK1/RgZWUltm7dikWLFuHw4cMubR07dsTcuXPdrlFRUYGnnnoK8+bNw5133om//OUvuO666xAfH+/STxAEHDt2DMuWLcP7778Ps9l1M8P8+fPRtm3bJr5i9wLxLC43ePBgXHXVVRg3bhxuvfVWpKenu7Tr9Xps3boVCxYswKFDh5z1crkcK1asQGJiYiNfafAK2qR0YWEhgJr7ojt16oSwsLAmzxkZeWnHiF7P2xKJiIiIWgKZwi51CEREREREREREQWv//v3Yv38/AECj0SA1NRVRUVFQKBQoLS3F2bNn4XA46oxr06YNvvzyS8TFxdVpq620tBTLli3DsmXLANScYBwfH4+IiAjo9Xrk5uaivFz8G/YzZszA9OnTm/AKPReIZwHUJOH37NmDPXv2AABiY2ORmpqKkJAQFBUVIS8vD5ZaJxsqFAosW7YMf/nLX5r4KoNT0CalLz+f/fJkclNUV1c7fw4JCfHJnERERBQ8BGvdN4xERERERERERERUw2w24/Tp0w32GzFiBFauXNnoHbuFhYXODajuREZG4p133sGECRMatUZTBepZAEBZWRnKysrctqempiIzMxM33nhjo9cIdnKpA3AnJibG+XNVVZVP5szPz3f+XPvYACIiImr+HAYeCdwsKOVQRNQ+XpqofnK5Bmq1u0POiYiIiIiIiKi2OXPmYNq0abjqqqugUCga7B8eHo4xY8Zgz5492LJli0dJ2B49emDhwoW45ZZbEBsb61FcXbt2xaJFi3D27NmAJaQD8SwuN3v2bAwYMKDO8eC1derUCYsWLUJ2dnaLTkgDQbxT+uIvVxAE/P7777BarVCpVI2e79SpUy73SKelpTU5RiIiIiLynrZ7LGSqoP1uJAWp+PgMKBQaqcMgIiIiIiIiajaGDx+O4cOHA6g5Tfj48eM4e/Ys8vPzodfr4XA4EB0djZiYGHTv3h09evTwKGF7ubi4OMyaNQuzZs0CAJw7dw4nT57E+fPnUV5eDqPRiJCQEMTExCA5ORn9+/f3+AhsXwrEs7jcU089haeeegrV1dU4dOgQTp06haKiIphMJoSGhiI1NRXXXnstOnfu7KuXGPSCNindt29f588WiwU7d+7EzTff3Oj51qxZ4/xZrVbj+uuvb1J8REREROQlhQyaDqEIHxAOS04uAMBaVtLAIGrt5HIN4uMz0L3bQqlDISIiIiIiImq2QkND0bdvX5f8mz+0a9cO7dq18+saTRWoZ3FxrUGDBmHQoEF+XyvYBW1SOj09Hd26dcNvv/0GAFi0aFGjk9KFhYV46623IJPJAACDBg3indJEREStzLyUZahU6F3qMm/NRJvQNj5fy2E2oei112HYvx+CxeLSZlKqUBAT7fM1G1IcFQ38ebpoW9l3i6Eqr7nTRuaww91e1LLvFkOQN/4bog5zFeCwAW9cqjOplUCnlEbPKSYl+gVER/p2Tn9T6IsATBNtO7P7SegE128Q3zw+CaERHv4utLGAwvW49LCwUCiVjT+FqCFVxSXIWvO8aFuf3msRmeD5VTpqdQJ3SBMRERERERERNXNBm5QGgAcffBAzZswAAOzevRsLFy7EM88849Ucer0eY8aMcV4eLpPJMH26+AeyRERE1HKVKSpRqq50qZNFq6AM9/0X1XKfmg3d1i9d6gxqDZ6f+gSOdekBmx+TgY2xPy0MUdE193FrLVYMzSp128+obkrsEU0Y67notn3Qps1VAVnLZ8rPuW1yGNrAYXe9tyg+bQAi47X+jqrRLCHu/56EhCRDq00KYDRERERERERERCS1oL7M77HHHkN6ejpkMhkEQcDs2bMxffp06PX6hgcD2LFjB66//nrs27cPMpkMMpkMffr0wciRI/0cOREREbVWDrMZuh0769Q/P/UJHO5+bdAlpImIiIiIiIiIiIj8Lah3SqvVanz88ccYNmwYzGYzBEHA22+/jf/85z+444470KdPHwCAIAiQyWTYtm0bjh49ilOnTmHnzp3Izs52tgmCgJiYGHz88ccSvyoiIiJqyWzFJRDMZpc6o0qNY116SBQRERERERERERERkbSCOikNAAMGDMCaNWswfvx4mP/4gFen02H16tVYvXq1s58gCFi8eLFLGYAzIR0REYH169ejY8eOgX0BRERE1OoVxMYG7Q5ppc2KsGrPTqEhIiIiIiIiIiIiaoygPr77otGjR+PAgQO48sornTufL7p4LPfF5PPlyeiLdV27dsWBAwdw4403SvUSiIiIiIJSp7NZUNptUodBRERERERERERELVjQ75S+qEePHjh69CjWrl2LN998Ez/99JPbvhcT0127dsXTTz+N++67DwqFIlChEhERtSpmuxklxhKpwwAAFBqLpA6h2VDarOh0Ngu37P5M6lBcKJQqXNG5E2CSOhIiIiIiIiIiIiLylWaTlAYApVKJiRMnYuLEiSguLsbevXuRlZWF0tJSVFRUIDQ0FPHx8Wjfvj2GDh2K9PR0qUMmIiJqsYw2I+bum4tdF3bBbDc3PIBELY9ToH1sbMDXTVAqoOmVDtxxs0u9LT8fRWPHiY4Z++JCKJOT/RpXWHQM8vPO4aWlJ/y6DhEREREREREREQVOs0pKXy4hIQF33nmn1GEQERG1WnP3zcW2s9ukDqPZax8bi6tSU6QOw8liscHdfvOIuASoE5MCGg8RERERERERERE1f83iTmkiIiIKLma7Gbsu7JI6DCIiIiIiIiIiIiJqBpiUJiIiIq+VGEua1ZHdaocKcr7tISIiIiIiIiIiIpJE0B3fffz4cXz11Vf45ZdfUFJSApvNhri4OLRv3x433ngj/vSnP0GhUEgdJhERETUj1+t64jftGanDICIiIiIiIiIiImqVgiYpfezYMcyYMQPbt2932+fVV19F+/btMW/ePIwdOzaA0REREVFzpHaocL2uJ/4v/15M7fCy1OFQgFRXWlClNEodhsdsVgtMeXkIs2hE2+12PRx21zZdaREER0ggwmsUXVmJ1CEQEREREREREVEQCYqk9LZt23D33XfDYDBAEARnvUwmAwCXut9//x3jx4/HTz/9hEWLFgU8ViIiIqpf5i2ZSApLkmRte4UZxe8ddZZjbJFQCypJYmnVrCZAX9jo4QpdHlJlxS51YTIFgBTR/hqzHRqF3Vnev2IPHIbsRq8fKIJgg073HcyWHAB2AP3c9Py8Ts3auSv8GRoREREREREREZFPSZ6UPnXqFO666y5UV1cDcE1EiyWoL7YtXrwYnTp1wsMPPxzYgImIiKheSWFJSAkXTx76m81igtyaK8naBMBSDWx6DMjeCthMjZ6mLYBva20arrIlYBXeF+3f93AlIpXlzvKg0BeA0EYvHzCbc7uixJIgdRhERERERERERER+J3lS+pFHHkF1dbVLMloul+Oaa65Bhw4doFKpkJeXh4MHD8JoNEImk0Emk0EQBMycORN33XUXYmNjJX4VRERERIRNjwG/bpQ6imbB5pDhtI7vYYmIiIiIiIiIqHWQS7l4VlYWduzY4UwyC4KACRMm4Ny5c/jpp5+wfv16rFmzBrt370ZJSQnmz58PpfJSHt1gMCAzM1PCV0BEREREAGqO7M7eKnUUzYbBpoZNUEgdRsApVWqERcdIHQYREREREREREQWYpEnp9evXO3+WyWR48sknsWrVKqSk1D3yU6vV4plnnsGGDRuc/QHg008/DUywREREROSevrBJR3ZT69Cxb38o1WqpwyAiIiIiIiIiogCT9PjugwcPAqg5sjs1NRWLFi1qcMzIkSMxduxYrF27FgBw6NAhOBwOyOWS5teJiIjoDwWGAsnWFqqtkq1NRO4pVWp07NsfNz8yXepQiIiIiIiIiIhIApImpbOysgDU7Hq+5557XI7mrs/kyZOdSWmTyYSzZ8+iQ4cOfouTiIiIPDd522TJ1k60xCITr0q2PpEvjG13BOEawJ4+BKYBfwdUWgCANkIFhbJ5HvkdFh3DHdJERERERERERK2YpEnp8vJy58/XXnutx+P69OnjUq6oqPBZTERERBT8VDYB0fq69bFWOxyGEtExsZV2CCrBpc6RVwBLqO/istkcqDpTAGNILADACgV0Gi0qNDHodDpfdEyewQD5BZ3vgmgiobQEpj/ir+30BR3k5jLRNrlOjyRbgmhbyYj3YQ9N8jiGsuICzP06z6VOKygx3E3/H6+JgibU5ix36bQcCQmdPV5PEiWlwPNzRZsiHtqEqCu6A6qQAAdFRERERERERETkH5ImpSsrK513Q8fFxXk8LiYmBsCle6V1uuD5IJeIiKg1sNgtkqyrtgp4ZIsD150UoLaJ9SiFAbNFx74sUqd/dyJEcttes8tVyOo6ESVxPeFQqIHrX6nTZ9yP4mNPwIwTyBNvlIpI/ACAzDyg3ljfF6/+EAAKvQhAhlFI8bi3WaOAEHJpB7E9MhmIaefFehKw1pNwjkphQpqIiIiIiIiIiFoUSZPSDofDmVhWKDw/irD2/dF2u92ncREREVH9ykziu2X97ZEtDgzKEhruGGBZXSeiKLGv1GEQERERERERERERBSV5w12IiIiIpKeyCbjuZPAlpO1yJUriekodBhEREREREREREVHQYlKaiIiImoVoPdwc2S0tizqy5shukoRMYYEypFLqMIiIiIiIiIiIiKgekh7fTURERC3P60Nex9UJV/t8XkdeAfTvTvT5vNS8hbc9DLkiCL+tQERERERERERERE5Bk5Q+cuQIlMrGhdOYsUOGDGnUWkRERFS/+NB4pISn+HxeSyig9/ms1HwJiEg7iOTrMqUOhIiIiIiIiIiIiBoQFElpQRAwc+bMRo0D4PVYmUwGm407aoiIiFqKdqs/gjKpDeyVZhQvPSLaJ2FaLyiiND5fW1dhxXdv/y7a9qWiGAaZ3Vm2do8C1K63p7zQJhKpcXE+j8tXZNHRkKkbPp5crstH0oY7RNsK79oER0Sy54vqCoH1k5zFWJkOVnskPiuffymu8DykDFjm+ZxEREREREREREQkmaBISstkMmeC2ZsxF3k7loiIiFoWZVIbqFNTYAs1QR6WK9pHldwWytgQn6+tCjECEE9Knw+NQJXi0vsU8xVJELSub7/adk5At1Tf7ywPuHIdoCwWbYpsFw7ExHo3lyrbpaoKVpfyZW8FiYiIiIiIiIiIKMgFRVIacE0y+3MsE9hERERERERERERERERENbKzs3HkyBHk5OSguroaWq0WSUlJ6NKlC3r16gWNpvGnD5pMJuzfvx+//fYbysvLoVarkZqaiv79+6NDhw4+fBW+4c9n0dpJmpROT09vUjKaiIiIiIiIiIiIiIiIiLyj0+nwr3/9C8uXL8eZM2fc9lOr1ejXrx/uuusuTJ8+3eP5i4uL8dJLL+E///kPDAaDaJ8+ffrg73//O+64Q/xKuEDx97Oozy+//II+ffrAanU9JXDlypWYPHmyT9YIFpImpc+ePSvl8kREREREREREREREREStyubNm/Hggw+isLCwwb4WiwXffvstTp486XEidvfu3RgzZgxKSkrq7ffTTz9h9OjRuO+++7Bs2TKo1WqP5vclfz+L+tjtdkyZMqVOQrqlCprju4mIiMg3BKsDdp3Fv4tU2epts6lMPl/SXmmut80WaoK9yn2foKUrhLXYBH210W9LOBwWWO3lfpsfABT6IiS4aSs+tx/20lOeT2YoBTSRLlXVSi3kEZfuC1eEid9fTURERERERERE7i1ZsgQzZsyoc91tSEgI2rZti/j4eBiNRuTn5zeYVBbz7bffYsSIETAaXT/rio6ORvv27VFeXo4LFy7Abrc72z788EPo9Xps2LAhoCcs+/tZeLL+wYMHfT5vsGJSmoiIqIVwWOwo33ACxuNlgM3h38VUpUAnN20f5qPA6vukuMPg/o1f8dIjkIflum0PZrs2LsNn1jjY/PC2TC63oUuX/YiNy4FCYW94QBOEmOxuk9In8p6DKUTh3YT9a38zthpd8GIjIiMiIiIiIiIiIgBYsWIFnnrqKZe6W2+9FU888QSGDh1a577kvLw87Ny5E59//jl++OGHBucvLy/H2LFjXRLS7dq1w5tvvolRo0Y5E845OTl49dVX8d577zn7bdy4EUuWLKkTn7/4+1k05PTp05g7d66zHBYW5vaY85aCSWkiIqIWonzDCRiP+v4be+Rfv8vbIxLVfpm7S5f9SEg855e5iYiIiIiIiIio+Th16hQef/xxZ1mlUiEzMxPjxo1zO6Zt27aYOHEiJk6ciPLyhk/he+2115CXl+cst2/fHt9++y3atm3r0i81NRVLly5Feno65syZ46x/+eWXcf/99yMmJsabl+a1QDyL+giCgIceesiZvB85ciSqqqqwZ8+eJs0b7ORSB0BERERNJ1gdNTukKfBswXlkuExmR2xcjtRhEBERERERERFREHj44YdhMl26cm/16tX1JmFrayhRXFxcjH/9618udcuWLauTkL7cc889hyFDhjjLlZWVeP311z2OqbH8/SwasmzZMuzatQsAEB4ejn//+99Nmq+5YFKaiIioBbDrLP4/srs5U8qhiKh9HLSPVAfn7nS12uj3I7uDkcOuQExMO6nDICIiIiIiIiIKGps2bXImQQFgzJgxGDNmjE/XWLt2LfR6vbM8ZMgQDBs2rN4xMpkML7zwgkvdBx98UOeOZ18KxLOoT25uLmbNmuUsz5s3D2lpaQFbX0pMShMREVGLp+0eC5mKb3taA6vtKmg04VKHQUREREREREQUNN5//32Xcu1EsC9s2rTJpTxlyhSPxg0dOhTt27d3lgsKCvD999/7NLbLBeJZ1OfRRx9FZWW3AA2sAAAgAElEQVQlAKBfv34ux4i3dLxTmoiIiCRjlgOlaplHfWU2GdylGgs1MgghIvMoZFBcEQbNwAgU5OQ2PtB6GIubdocM+YbdroDZ0h3dr30XF8r8c0e3LxkqjW7b8iuNqFIG/2toyQqqTA13IiIiIiIiImoGcnNz8b///c9Zvuaaa3DVVVf5dA29Xo9vvvnGpe6mm27yaKxMJkNGRgaWLVvmrNu8eTMGDBjg0xiBwDyL+qxduxb//e9/AQBKpRLLli2DXN56NtIwKU1ERNTCJUzrCUWkpsnz2CxmfPPRSpz75TDKlHqgk3i/7XkfIdJU/1HZVoUSm4bciux2nWBTqjxaP6nUiLWbxdsevD4MhXH17I49478jtqMMcjzh4zkPWtrALCiaNEeUrAL93LStOjgBOlNEk+avLUGowCC8Lb7eDxNQLItu9NwViIDKocId1eJ/rzaFWnDGGgOzQwPs/anR6wRShLUKk920jVn6HXSqyECGQ0REREREREQt1LZt22C3X7ribejQoT5f49dff4XVanWW27dvjzZt2ng8ftCgQS5J6cOHD/s0vosC8SzcKS0txRNPXPoUccaMGejZs2fA1g8GTEoTERG1cIpIDZSxIU2eZ9sbbyL74F4AgFFrc9vPaNdDaav/LcYXN9yN3zp2a3JMLdU5IRF6oWlfJIirZ/wvxk4oNcU1af7aUmXFgJslj5k7I0dIaNL8kXYZHDrxv8d5MMGs8N9dQ0REREREREREzdXBgwddyr169XL+fOjQIaxcuRJ79uzB+fPnYTabkZiYiM6dO+Pmm2/GuHHjkJKS0uAaWVlZLuXu3bt7FWPt/rXn85VAPAt3pk+fjuLiYgBAx44dA35seDBoPXvCiYiIqNFsFgtO/3jAN3MplDh1BRPSRERERERERERE/lY7EduhQwfo9XpMmTIF1157Lf71r3/h6NGjqKiogNFoxLlz57B9+3Y8/fTT6Ny5M2bPnu2yC1pMdna2SzktLc2rGGv3P3fuHEwm31+tFYhnIWbr1q1YvXq1s7x06VJotdomv57mhklpIiIiapChohw2q8U3c4WGe3xkd0unsNsRauHdtUTNhUYpR0JE069DICIiIiIiIgqUU6dOuZTlcjmGDBmCDz74oMGxRqMR8+fPx4gRI6DT6dz2KyoqcimnpqZ6FWNSUhKUyksnLzocDpSWlno1hycC8Sxq0+l0mDZtmrN87733IiMjw/OgWxAe301EREQkkStK86EUHFKHQUQeGt49CSGqpt33TkREREREJCWb3YH8Sn5BPhCSo0KgVEi7N9ThcNRJoD7xxBM4dOgQAEAmk+H222/HiBEjkJqaCoPBgEOHDmHVqlXIy8tzjtm+fTsmT56MTz/9VHQdvV7vUg4LC/MqTplMBq1W6xJr7TmbKlDPorZnnnkGFy5cAADEx8fjn//8p49eUfPDpDQREbVoDrMZtuISqcPwO3uV+2NjrAUFcFQ3bWeytazlP8NAUtisSM7NwQ3nj0kdChF5QKOUY3j3JLx2V6+GOxMREREREQWx/EoTBi/aJXUYrcLeWUORFhsqaQyVlZUQBMGl7ueffwYAxMXF4bPPPsPgwYNd2seOHYvnn38eU6dOxZo1a5z1GzduxIcffoj77ruvzjq1E8ghISFex+rvpHSgnsXl9u7di6VLlzrLixcvRnx8fFNfSrPFpDQREbVIDqMR+XPmQLdjJwSzWepw/E4WGofwm+aLtp2bOBFCddOOu6lWKYHu7Tzqe/3JXCRUuW8vjDXgfTdti954BfEVZaJtSrvN7ZyvvfEybApp3tZYVVHI6fSER33fVFqQ0CYGbaNjYO+cik/+c0S03ydTByAiMqppcZlzcSZLvG391AFQaVKaNH9tiqoLwH/E2z6ZOgD2SO/uEqqtutyE7a8dFm1bP+16hMZ4/48dKRlKi7Dl+dWibeunDUBYXGKAI6L6JERouEOaiIiIiIiImh13iV2FQoEtW7agf//+ou3h4eFYtWoVSkpK8NVXXznr//GPf+Dee++FTCZz6V/7/me1Wu11rBqN63VZRqPR6znqE6hncZHJZMKUKVOcifCMjIwGk9gtHZPSRETUIuXPmYOqrV9KHUarpLXZEOp+4za0VvfJ5bTiIrRpxK7stBLpdnIbQyzI6eRZ376pbdChWwcAQHl5udt+yVEhiIlp2jdpjUYtzribP1oLrdbH39SVuU8Kt40KAZr4eqoc4m/wASA5SovIWG2T5g+0Spv7eJOjtIiS+JvURERERERERNT8udux/OCDD7pNwl4kl8vx7rvvonPnznA4aq6fy87Oxp49e3DDDTfUu47FYvE6VnOtjUWN2W1dn0A9i4teeOEFnDx5EkDNLvDLd0y3VkxKExFRi+Mwm6HbsVPqMIiIiIiIiIiIiIgkEx4eLlr/0EMPeTS+Q4cOyMjIcNkhLJaIrb1O7Z3Tnqi9M1os9u3bt3s8X0ZGRoPzAb5/FkDNseCLFy92lufOnYuOHTt6tE5LxqQ0ERG1OLbiklZxZDddYlJHQZBLc7SuSRPtcV+jPAxl+ZUwVlVAp9dBZhH/e1r4ey6qw+s5A90DFmsBzDrxu8QLTudCrbI3af7aZPo8hFk0om2G3/MgiL/v95ihygKHvVK0TVdaBMHRvI7v1vGediIiIiIiIiLyM61WC4VCAbv90udAERER6N27t8dz/PnPf3ZJxP744491+tRO+BoMBq/iFATBo6T08OHDvZrzcoF6FjabDQ888IBznZ49e2LmzJker9GSMSlNREREzd7PvWfApI2TOox6KR1WbJm3EArLaQA1b0rd5Wm3LHrWR6uKnyuehVd8NH9t/cSrF83z03o11s5d4df5iYiIiIiIiIiaq8TEROTn5zvLnTp1glwu93j8lVde6VIuKioSXeNyOTk5XsVYWFgIm+3SlX9yuRzx8fFezeGJQDyLjz76CEeOHAFQ8zref/99KJVMxwJMShMREQUFiwKoaMJOUlmIAwZVqWibIcIBQXzDrMeMSkCnvfTGsDrE/b3QJG5YyW4oLKekDoOIiIiIiIiIWrHkqBDsnTVU6jBaheSo4DjVrVu3bi6J2MjISK/G1+5fXl5ep0/tZO358+e9WqN2/3bt2vn8TmkgMM+ioqLC+bPD4cD111/vZZQ17r//ftx///3O8h133IHPP/+8UXMFCyaliYioVWm3+iMok9pIHYaT0W7Cy8eXYE/JdzA7LE2YSQfg7+JNnQDf/F9+rke9wpYtQcfYHm7b1VY7cLZMtC199WqkqcSP4Tbl5CF38n0exRBsFA4bOlSfkToMIiIiIiIiImrllAo50mJDpQ6DAqh79+7YuXOns2z28trD2vdDh4bW/fvTtWtXl/Lx48e9WiMrK6ve+S6qfSS3twLxLMg9JqWJiKhVKY0A5J5fAex38w8swZ6iPVKH4VOypASok1LctquMZrdJaVWbJKi14vcS68tNovXNQai9GkrBt3c4U8ukVKkRFh0jdRhERERERERE1EJce+21LuXCwkKvxtc+ojouru4VeldddRVUKhWsVisA4OzZs8jPz0dycrJHa+zbt8+lfM0113gVo6cC8SzIPSaliYioVZn05SQUR8ukDoOISFTHvv2hVKulDoOIiIiIiIiIWojbbrsNcrkcDocDAHDmzBmUlZUhNjbWo/E//fSTS7n2Ud0AEBERgSFDhmDHjh3Ouq+//hr33dfwqYeCIGD79u0udSNHjvQoNm8F4ln89a9/xdVXX+11bDNmzMDRo0ed5aeffho33XSTs1z73u7miElpIiIi8qnYEM/exBHRJUqVGh379sfNj0yXOhQiIiIiIiIiakESExMxaNAg7N2711m3ceNGPPjggw2Otdls+Oyzz1zqbrjhBtG+o0aNcklKr1ixwqOk9K5du3DmzKVr75KSktC/f/8GxzVGIJ5FWloa0tLSvI4tJsb15Lzu3bsjIyPD63mCGZPSRETU4lgc3t0FQr6lVgR+l+fND1+NyCuvCPi6AHD2+EnsXVPS6PHV7a6EQ+n6zMb+dQIiwiOaFJfFWoCs05NE27p1zIRa5du71WX6PIR9eodom+GvmyCEt/XpetoIFRRK8fvHm6Ow6BjukCYiIiIiIiIiv5g6dapLIva1117DvffeC41G/Bq9i5YtW4aCggJnOTIyEjfffLNo33vuuQezZ8+GwWAAAHzzzTfYuXMnbrzxRrfzC4KAl156yaXu/vvvh1wub/A1NVYgngWJY1KaiIhanHJTudQhtD6CgBBBQCIUiDdXA9ZzbrsqzBakmfLF2yrDAJN4Yk6mz3U7Z5i8GJGKUO9i9pFwhfuEdLKsFJEyO0JlBvfjlWbI1A7XcfEOREU2LS6TGcg7L34Pd3I8EFL/+2zvhQBQi38hJKpDWyCmnY8XJCIiIiIiIiIiT4wbNw4LFy7EL7/8AgA4ceIEpk6dig8++MBtAvjAgQOYNWuWS92jjz6KqKgo0f6JiYl4/PHHsXDhQmfdgw8+iG+//RZt24pvVpg/fz6++eYbZzkqKgpPP/20V6/NW4F4FiSOSWkiIqIglJlXiCS7TeowPBZvt0Mj/FH4V996+6YAOOiu8YD7cWF6BYAk8bZPRwPh9gai9I94WwKA90Xb1qtfQqSyGJUyDZajn2ifB/AJolArmbvygybHFQJgkLvGH25y10JERERERERERC2MXC7HkiVLMHz4cAhCzYd4mZmZyM3NxYIFC9CnTx9n38rKSqxYsQIvvPAC9Hq9s75Lly6YPXt2vevMmjULmZmZzh3FZ86cwcCBA/HWW29h5MiRkMlkAICcnBy8+uqreO+991zGz5kzx+P7nRsrUM+C6mJSmoiIKAgl2W1IsUmTZCUiIiIiIiIiIqKWZdiwYZg/fz6effZZZ9327dvRt29ftGnTBqmpqTAYDDh9+jQsFovL2Li4OGzYsAEREfVfNxcbG4t16/6fvfsOk7q89///mr69F2ApggiIilKURCJK1IgEYjkhSjmJiv0kasSDGmz4NVHj4SDxFxsBXIwGLChHSTQqggpGScSOCIYiZRtbZ3d2+u8PdGV2P8PO7E7Z8nxcV64rd3t/3vMxsmTfc9/3Kp1zzjlqbj50gt/u3bt13nnnKScnR4MHD1Ztba327Nkjvz/0d5/nnXeebrrpphh92iNLxLtAWxSlAQC9ysLTF6po6PHJTkOSVFa/R5e8dmWy0wAAAAAAAADQC9x8881KS0vT3Llz5fV6W/rLyspC7ks+3PDhw/XSSy/pmGOOiegZEydO1Nq1azV9+nRVV1e39NfW1mrLli2Ga2bOnKlly5a17KROhES8C4SiKA0A6FUK0gpUklGS7DQOqQt/RzLQY1hTpAzjY9cBAAAAAACQWL/61a909tln66677tLq1atDCrKHGzx4sG644QZdffXVstvtUT3jhz/8oT7//HMtWLBApaWlampqMpw3evRo3Xbbbbrwwguj/hyxkIh3ge9QlAYAIMECbrd8lVUKlFeqsDZoPMdplqeDV0r7gja5gjmdyLBr8jVb5ErJNRxrCARkS9Jx585AQVKe220MnyLZUmIaMugNyN/gaX8igF7LX+9OdgoAAAAA0GWNGDFCK1euVH19vTZt2qTt27errq5OGRkZKi4u1pgxYzR8+PBOPaO4uFgPP/ywFi5cqE2bNmnr1q2qra2V3W5XSUmJxo8fr6FDh8boE3VcIt5FJNavXx/3ZyQbRWkAABIk4HLpwPz5anhjnYLuQ78s/2OYuU4VyhllfL/Zpq0jZqsqf5QClh76jb3vGXe/2yTJ+AuXSBZryqGC9Hnh/lcevYDHr5rnvpTr82rJF4hZXAAAAAAAgN4oKytLkydP1uTJk+P2jNTUVJ155pk688wz4/aMWEjEu+jtKEoDAJAgB+bPV/1f/xa3+FtHzFZF0bi4xUf0pnvuVKPfrzRvo86R8T/7ZfqZTLKF9F166aXKzsru1LOb3WX61wcXGY6NHbNKKY4+nYrfrozimO+QrnnuS7k+roppTAAAAAAAAADxR1EaAIAECLjdanhjXdzi+81WVeWPilt8dMyBYL7qg0FlBh1h59QrU0GFjgeyBki5xkeVRyrosqg5xWI8ll0ipfbvVPxEC3oDh3ZIAwAAAAAAAOh2zMlOAACA3sBXWdVyZHc8eOxZPffI7m7Kq6AazcZ3hiN6/gYPR3YD6DyrWZZMfl4CAAAAAJBoFKUBAADiYIfNL78p2VkAAA6XOjJPJhv/NxgAAAAAgETj/40DAADEkFdBbbX59EqaV5LksJp15rFFSc4KAHo5q1mpowqU+9Nhyc4EAAAAAIBeiTulAQBIsttnW1SdGdpX+oP7VVx8UsQxar92SqX7DMem/EcfZfVNMxyraGjWtU99YDh2z3nHKy/j0BGnTXW1WrfsEcN5P7zsGqVl50Sca5XXq1u/3Gs4du+w/iqw2QzHXA0evfWXbS1ttz1DAfOhuedccZzSs8Pf2xxPVQe+VsHfrmhpO8x1sph8ullSxU/X6Lhjj5W7pkp/ei0p6fUKhVePkiUrOf/8AXQPlkw7O6QBAAAAAEgiitIAACRZdaZUmRN6zrO5T6HsJSURx7C5ayUZF6VzhvRT7tHGReOm6ibtzPjKcGzg2KEakHeomF1XUa71yw8azhs6ZrCyi4ojznWPy60dfr/h2KCTh2lgqnFxsb7KpXdXV7W0bZL0zZXNQwfmKKsgNeIcYinTUql+tm2GY5Ysm1JsFsXvNnFIkiXLIWteSrLTAAAAAAAAABAGXxUHAAAAAAAAAAAAAMQNO6UBAD2b2SpTSvZ37YaAfNXNCU/DXxfdXll/gyeqPP0NnmhTiiuv1yun0xnSF/DUy9uwQ5U+s6Rcw3WVuzfJbg0YjjU1+GXOLDccq/r6bTXVWjqVc0fVVR6Q2ZFlOFZT+2+Zy3xyHqwOu95ub5Qc3pA+t3u/XK7GTuXldpd1aj0AAAAAAAAAxApFaQBAz2SxK2X0L2Tte6JMFvt3/c82q0ybE55OoLGq/UmHOfj0FzJ7ghHPb/JHPjeePB6P1qxZo23btsnn80mSzGafhg3bpLz8vbJY/KpUoWR61HD99v23qlaVYeMPO9e4f2eNpJrOZt9x+8fbjQeqf6myasndYJM01HDKiaP/LkdmaFH6s89fiHGGAAAAAAAAAJA8FKUBAD1SyuhfyNb/5GSn0eusWbNGn332WUjfsGGbVFi0O0kZAQAAAAAAAACSjTulAQA9jy8oa98Tk51Fr+P1erVt27aQPpPJr7z8vUnKCAAAAAAAAADQFbBTGgDQ87iCoUd2H8Ztlg7aTQlOSDL5TMqIYn6VXfKaI8/T7ZPUYDz2lbNGqXuN7ycurw9/1/X2sjLVNzkkSY21NarLzDGct9fjU53Lrfq6elVb7NJh797haFS1JS9kfrXyj/BJEG9ms0N2e2Gy0wAAAAAAAADQi1CUBgD0Cs1macHxKXqryCq3JfFF6eKDLq18OfL5t5yUqn3pkZexsxv9uu7lOsOxWV9Xq67aYjhmcvnkCBNz1q5qBVMP+6vCrJsM5z2+vVLa/s090N/7kcGMC8I8AclQUHCWLJZw/9QBAAAAAAAAIPYoSgMAeoUFx6fotb62ZKcBJI3Z7FBBwVkaeez9yU4FAAAAAAAAQC9DURoA0OO5zdJbRfzI6w6O6XevSqwBw7GmBr9efbrccOycmcVKyzTeDR5vB50e3bHm05Z2rTLl/eavWP/fzDEqynTIebBaW2VcDB42dIky8vOUnp4mqzV+X5yw2wvZIQ0AAAAAAAAgKfgNPQCgxztoNyXlyG5EJ8Vs0nHHnK4Ui9lwvL7KpUDDu4ZjBQO+r6yC1HimF5a3ukn/chkX0nPzR6hPXprqzMbFdEkqLBym7KLieKUHAAAAAAAAAEln/FtfAACABDunIDtsQRoAAAAAAAAA0H2xUxoAACRVitmkcwqytWjEwGSnAgAAAAAAAACIA4rSvUxzc7M2bdqkL774QjU1NbLb7erfv7/Gjx+vIUOGJDs9AEi4NaOHqq/j0D2+DQertOqumw3nTb3hFqXn5Hb8QZn+qKYv7p+r3ILCiOe7ar16T3WGY08dla/UHOO7isvr3brsLeOjpZ86Kk/FWcZ3EKdlZctiC41ZX1evZcuXh/Q5HI068aRXDWOMHbpYjsKTVGS3sUMaAAAAAAAAAHowitJJtm/fPr3//vt677339P777+uf//ynGhoaWsYHDRqkXbt2dfo5lZWVWrBggZ544gk1NjYazhk7dqxuv/12nXfeeZ1+HgB0F30dNg1MPVR4rbNbld1QazhveFFhp+799Uj6Kor5gwsLVFJSEvH8+hSX3tO/DceG9SlWWrZdTXWeNmNmtytszL6OHJWkhLmn2SPJE3qPsqnJryx3U0ifQ40qVKVhiByXV47GgDyNbrXNrC1nrbvlvweDPgUD3/08azhYoWAgJYIosddY51Kmt9547GCF6nypaqiuSnBWAAAAAAAAANB1UJROgo0bN2rhwoV67733tH///rg/b/369Zo+fbqqqo78C/F//etfOv/88/Xzn/9cS5Yskd1uj3tuAID4e2vVl9r7RY383kCbsTpzQMoyXvfCwg+UHYh8B7Pf0ixFvrlbLzy2X96mSMrR3wkGvfI2/l0B7w5J3+0+X3nH0qjixNolYfrX3vZUItMAAAAAAAAAgC6JonQSbN68WS+88EJCnvXOO+9oypQpcrlCd8Ll5ORo8ODBqqmp0ddffy2//7tf7K9YsUJOp1PPPfecTCZTQvIEAMTP7k8OJjuFmDlUkN6W7DQAAAAAAAAAAFHgAscuJiMjI2axampqdNFFF4UUpAcNGqQXX3xR1dXV+uCDD7Rz507t2rVLV111Vcja1atXa9GiRTHLBQCAzgoGfd/skAYAAAAAAAAAdCfslE6izMxMjR07VieffLJOOeUUnXzyydq5c6cmTZoUk/gPPPBAyPHggwcP1jvvvKN+/fqFzOvfv78effRRDRw4UPPnz2/pv/vuu3XppZcqNzc3JvkA6B7cfreqXN37/ttqV43yFeYuZHRbh+6Q9rc7rzux2uxKz+HnLAAAAAAAAICejaJ0EkybNk0/+tGPNGLECJnNoZvVd+7cGZNnVFZW6qGHHgrpW7JkSZuC9OFuvfVWvfrqq3rrrbckSXV1dfqf//kf/fa3v41JTgC6NpfPpTs23qE3v35Tbr872el0yrFVufpf8WcXur6jx42X1W5PdhoAAAAAAAAAEFcUpZPg6KOPjvszVq5cKafT2dKeOHGizjzzzCOuMZlMuvPOO0PmLVu2TPfccw93SwO9wB0b79Aru16JWTybL6gcZ/vz4iGnMTnPBSJltdl19LjxOuea65OdCgAAAAAAAADEHUXpHmrNmjUh7Tlz5kS0btKkSRo8eHDLju2ysjL94x//0Pe///2Y5wig63D73Xrz6zdjEsvuDeqatQGdvD0ouy8mIaNmSgtIP0rOs7uLC24ao4wch/bVufT4kneN58wdo5LsyI9Br6uv09IV70eew1X95MgfG/H8hoMVWnnHUsOxixbcr8y8gohjxdKBOpemP2r8Dp+9+vvqa/AO03Ny2SENAAAAAAAAoNegKN0DOZ3OliO4v/WjH0VWnTGZTDrrrLO0ZMmSlr6XX36ZojTQw1W5qmJ2ZPc1awOasDUYk1iIn4wch7IKUlVnDv/PKiM3RVl5kRel/Zbm6HLItim1IPL4wUBK2LHMvAJlFxVH9fxYqbc2qcGWZTiWnl+k7Ly0BGcEAAAAAAAAAF0LReke6LPPPpPX621pDx48WH369Il4/YQJE0KK0h9++GFM8wPQc9l8QZ28nYI0AAAAAAAAAHQX27Zt00cffaS9e/eqqalJqampKi4u1rBhw3TiiSfK4XAkO8WEife7+PTTT/XRRx+psrJSjY2NysnJ0YgRI3TqqacqNTXyDTzdEUXpHmjr1q0h7ZEjR0a1vvX81vEAIJwcp5J2ZDcAAAAAAAAAIDINDQ166KGH9Kc//anlSlcjdrtdp5xyin7605/q+uuvP2JMk8nUqZx27typo446qlMxOiIe7+JwTqdTixcv1sMPP6z9+/cbzklNTdXFF1+su+66SwMHDoz6M3QHFKV7oG3btoW0BwwYENX61vN3796t5uZmpaSEPzYVQM9VOrlUxemRHYsc2F8m5yOz45zRIR6LVJthPGZKCajRdrClXWU1yexzGc4tb8yWxX/obt+Gpio1pBpX1Q80lcnp7HjFPdBU1uG1AAAAAAAAABArL7/8si6//HKVl5e3O9fj8eidd97R9u3boyrEdhfxfhebN2/W+eefH7YY/S2Xy6Xly5frmWee0bJly/Szn/0sovjdCUXpHqiioiKk3b9//6jWFxcXy2q1yuc7VHwJBAI6ePCgSkpKYpYjgO6jOL1YJRmR/fvvSZOccc7HbZUe+bFZm48xyWsL9827Bkm3h/Tkh/mZf1nr/knG857f0Llie2FtUH/sVAQAAAAAAAAA6JxFixZp7ty5CgZDr2FMSUlRv379VFBQIJfLpQMHDqiqqipJWSZGvN/Fm2++qSlTpqi5uTmk3+Fw6Oijj1Zqaqr27t0bUhBvbGzUjBkz5Pf7NWPGjI59sC6KonQP5HSGloTS09OjWm8ymZSamqqGhoawMTuqoqJClZWVUa3ZsWNHTJ4NILkGPfVnWYsjv98+nFs/uVebKjbEICMAAAAAAAAA6D2WLl2qG2+8MaTv3HPP1XXXXadJkya1uS95//79WrdunV588UW9//77UT1r1KhRWrhwYVRr+vTp/O+PIxXvd7F3715ddNFFIQXpvLw8/e53v9OsWbOUkfHdMaD//Oc/dcstt+iNN96QdGiz6Jw5c3TiiSdGfUVvV0ZRugdqXUDuyLHb8SpKP/zww1qwYEFMYgHoXqzFfWTv37kTF9x+tzas/0eMMuNK7DUAACAASURBVAIAAAAAAACA3mHHjh365S9/2dK22WwqLS094m7cfv36afbs2Zo9e7Zqamqiel5ubq7OOuusDucbT4l4F/Pnzw/ZpFlUVKQNGzZoxIgRbeaOGzdOf//733XZZZeptLRU0qHjvOfNm6eXX345mo/WpZmTnQBir/UxAHa7PeoYrb8B4nIZ38UKAAnhbZZqdquq7CO5/e5kZxN3jkBABY7cZKcBAAAAAAAAoIe48sorQ+pHTz31VFTHQ+fm9pzfV8b7XXz99dd6+umnQ/oee+wxw4L0t8xmsx599FENGzaspW/t2rXauHFjxHl1dRSle6DWO6M9Hk/UMdzu0KJPR3ZbA0CneZqkZy+V7h8kLR4lLZ+c7IwSYlKTSw5L9F8oAgAAAAAAAIDW1qxZozfffLOlPX36dE2fPj2JGSVPIt7F2rVr5fP5WtrHHXeczj///HbXpaSk6Kabbgrpe/zxx2OaWzJxfHcPdPg59FLbndORaL0zunXMjrr22muj/pd7x44dEf3LCqAHWvNf0merk51FwjgCAU1qcunuqupkpwIAAAAAAACgh2hd2LzzzjuTlEnyJeJdbNiwIaQ9bdq0iNe2nvvSSy/J5/PJau3+Jd3u/wnQRusCcmNjY1Trg8Fg3IrSRUVFKioqikksAD2ct1na9teIp5fuL1ex39f+xCQJOM1yqtBwrPRAmcwNARX4/XIEE5wYAAAAAAAAgB5r3759evXVV1vaJ510ko477rgkZpQ8iXoXe/bsCWmfeOKJEa/t06ePioqKVFFRIUmqqanR22+/rUmTJsU0x2SgKN0DtS767t27N6r15eXlIccKmM1mFRQUxCQ3AF1LwO2Wr7JKgaYyFdYaV0MD+8vkSWs/ls8XUP3OMrlS8gzHq7fvl63WG3lyzgNSdU5ol8WsQWHuWk6v9inFH4g8foL5mi1ypRjnXuQJyNbsl1uSW1LA4lB5hV2qjnzHtKsu/FUN9aaAgqbQvn11LtWZgyqrj/40DQAAAAAAAADdwyuvvCK/39/S7gnFzY5K1Ls4ePBgSDsvz/h35uHk5+e3FKUlacuWLT3inxtF6R5o+PDhIe3W38hoT+v5gwYN4k5poIcJuFw6MH++Gt5Yp+A3d8j/Mcxc5yOz5TxCLL/Zpq0jZqsqf5QCFrv0vf9nPHFVg6SGKDN9pE3PuWFCvB5l5KT4nnH3u02Smlp1Ltoas8f+JcOjekvolw4eX/JuzOIDAAAAAAAA6Jo2b94c0j581+6WLVu0fPlybdiwQXv27JHb7VZRUZGOOeYYnXPOOZoxY4ZKSko69fwDBw5o//79amxsVG5urgoKCtS3b99OxeyoRL0Ls9kc0j68EB4Jrzd0c9fWrbH7XXEyUZTugUaMGBHS/vzzz6Na3/p/3K3jAej+Dsyfr/q//i0msbaOmK2KonExiQUAAAAAAAAAiJ3WhdghQ4bI6XTq+uuv17Jly9rM3717t3bv3q3XX39dd9xxh2644QYtWLBANpstqud+8sknGjJkiHbu3NlmrE+fPjr99NN1ySWXaPLkydF9oE5I1LtovTP68F3PkaisrAxp95SitLn9KehujjvuuJB/IXbt2qUDBw5EvH7jxo0h7ZNOOilmuQFIvoDbrYY31sUklt9sVVX+qJjEAgAAAAAAAADE1o4dO0LaZrNZEydONCzCtuZyuXTvvfdqypQpamiI7hTM6upqw4K0JJWVlWnVqlU699xzNWbMGH3yySdRxe6oRL2LIUOGhLRbF8OPZPv27aqrqwvpKy8vj3h9V8ZO6R4oMzNTEydO1BtvvNHS99prr+nnP/95u2uDwaBefz30ENxp06bFPEcAyeOrrGo5sruzPPasQ0d2o8vyKqhGs/F94UfisJpVmOmIQ0YAAAAAAABIGr9Pqt+X7Cx6h6wSyZLcMlwgEGhTQL3uuuu0ZcsWSZLJZNLUqVM1ZcoU9e/fX42NjdqyZYuefPJJ7d+/v2XN66+/rksuuUTPP/98zHPcsmWLxo8fr9LSUk2fPj3m8b+VyHdx2mmn6cknn2xpP//881q0aFFEu83/8pe/tOlzOo90wWb3QVG6h/rJT34SUpReunRpREXpN998M+SbK8XFxRo/fnxccgQAxN8Om19+U/Trzh5ZrBSbJfYJAQAAAAAAIHnq90mLOfkwIa7/WModlNQU6urqFAyGblj54IMPJEn5+fl64YUXdNppp4WMX3TRRbrtttt01VVX6emnn27pX716tVasWNFuramgoEBTp07VWWedpVGjRql///7KzMyU0+nUnj179Pbbb2vJkiX66KOPWta4XC7Nnj1bxcXFmjhxYmc/tqFEvospU6bIZrO13A1dVlamxYsX66abbjpijmVlZfrDH/7Qpr+nFKU5vruHuvjii5Went7Sfuutt7Ru3ZGP6w0Gg1qwYEFI36WXXtrmQnYAQNfnVVBbbT69kuaNap3DatbUUX31wE9PjFNmAAAAAAAAABIhXDHTYrFo7dq1bYqw38rIyNCTTz6pH/3oRyH9v/vd79oUdg/35z//Wfv27dPy5cs1a9YsnXDCCcrNzZXValVOTo5GjRql//qv/9KHH36oRx99VA7Hdyc1ejwezZw5U83NzR34pO1L5LsoKSnRxRdfHNI3f/58vfjii2Hzq6mp0fnnn6+DBw+2GXO5XGHXdSfslO6hioqK9Mtf/lL3339/S9/ll1+ud955R/369TNcc++99+qtt95qaWdnZ+u///u/454rgK7j9tkWVWeG9j1x9nIVBvMN5zfUe6VS4+N+xnz2uBye7+6+6HP7HbLm50WejLNclr9dEdJVZTFrblGh4fSmfTMV9GWF9M1VinJlUrXNpPuPMz6K+t5+aSqwHfryTVNDg9atXGU474cXX6S0zNCXE5BPfm/731LzBf1yezwhfcHMTMkevx/D9lTpFHdQ/dfUGo5PPK9AKeltv3SUn2qSw1qjuj3rVWew7kicjc1yOELfh8PRFGUUAAAAAAAAALGQkpJi2H/55Ze3e0qu2WzWI488omOOOUaBQECStG3bNm3YsEFnnHGG4ZpZs2ZFnNtVV12lwsJCTZ8+vSX+vn379Mc//lFz586NOE6kEv0u7r33Xr3yyiuqrKyUdKjofuGFF+o///M/NWfOHI0aNUqpqanau3ev1q5dq/vuu08HDhyQJOXk5Ki29rvf62ZkZET7cbskitJJsnHjRsNvNhx+XIEkNTc3t7nj+Vv9+vXTyJEjwz5j3rx5Ki0tVVlZmSRp586dOvXUU/WHP/xB06ZNk8l06DzXvXv36p577tFjjz0Wsn7+/PnKy4uigASg26vOlCpzDv3Z4AjY9OsD/ynz024d9BkXnpv84b8Vl/+9a5Vm+e7c6MA7PnlUEXEuFlOFirLKQvqarRbtLjL+0eWsT1fQmx3SV6wM9ZVZthSTdhxt/IN70D8u0kD3oefUeRxabzrFcN7Qf16ibPuhu7j9ZunzYZmqyrcrkBLh2dipBn2+yJZ2hOub61FOPjfMuOfQf1qrqencc0/hxgcAAAAAAACgSwhXzLziiisM+1sbMmSIzjrrLP39739v6TtSITZa3xZpS0tLW/qefPLJsEXpcPUyI2eddVZIO9HvoqSkRKtWrdK0adPU2Ngo6dCJxStWrNCKFSvCPqekpER33nmnrrzyypa+nJyciHLs6ihKJ8msWbO0e/fudueVl5fr7LPPNhz7xS9+oSeeeCLs2ry8PK1atUrnnHNOy3EHu3fv1nnnnaecnBwNHjxYtbW12rNnj/x+f8ja8847r92z7QH0bL8+8J86vX6cpPCF597q82GZqigy3nkNAAAAAAAAAF1BamqqLBZLSA0oMzNTo0ePjjjG6aefHlKI/ec//xnTHOfOnRtSlP74449VXl6u4uLiNnPD1cuMtD5aOxnvYtKkSXr77bc1ffp0ffXVV+3GHz16tFauXNly1/W3ekpRmsuCe7iJEydq7dq1bXY819bWasuWLdq5c2ebgvTMmTO1atWqlp3UAHofW8Cq7zWMSnYaXZLfJFXl25OdBgAAAAAAAAC0q6ioKKQ9dOhQmc2RlweHDx8e0q6oiPw0zEiccMIJITkGg0F9+eWXMX3Gt5LxLkaPHq2tW7fqscce0w9+8ANZrW33C5944olavHix/vGPf2jYsGFt7pUeOnRoxDl2ZeyU7gV++MMf6vPPP9eCBQtUWlqqpibj+z1Hjx6t2267TRdeeGGCMwQQjWZ/QBUeb4fXB9zusGN+S678FqtyAjk66Gh/J7DbJ6nBeKzcYZLD2vEvt9hlUt8Or/4mB7tJQbNJFSnh/2LR4LWrznPoszb42v/MHrtZAQtf2ukssz8oe+6IZKcBAAAAAADQu2SVSNd/nOwseoeskmRnIEk69thjW+4qlqSsrKyo1reeX9PZ+/8M9O/fP6TA++09zLGWrHdhs9l05ZVX6sorr1RjY6O+/vprVVVVKT09XQMGDFBBQUHI/M8//zykPW7cuKjy7KooSifJrl27Evq84uJiPfzww1q4cKE2bdqkrVu3qra2Vna7XSUlJRo/fnyP+aYF0FM1+QP69Rd79GpVnZoDHT9Su/hgpVaGGavtc4eq8wtVLeknR7UfK7vRr+terjMcu/x7aapLt3Q0TQ1obtDm9zq8XJJ0xffSFEw98o+6VXtOVHZDbecehKgV+IpkcWS3PxEAAAAAAACxY7FKuYOSnQUSaOTIkVq3bl1L232ETUtGvr0e9ltpaWkxyetwNpstpO31Gm/Kan0kd7S6wrtIT0/XiBFH3qzzySefhLQpSqNbSk1N1Zlnnqkzzzwz2akAiNKvv9ijNRUUT9G9mf1BFfiKNPKMtclOBQAAAAAAAOjxxowZE9IuLy+Pan3rI6rz8/M7nVNrZWVlIe3CwsKYP0PqHu+iurpa//jHP1ra2dnZOvXUU2P+nGSgKA0A3UCzP6BXq4x3JCNBLn1FKsiX3GXS5zMNp4w9ZrEctkN/YapzOrX82b8Zzps+ZZIy0lPiluq3mhr8evVp479YnTOzWGmZHd/JHon01BRZLaF/1bDnjmCHNAAAAAAAAJAgP/7xj2U2mxUIBCRJO3fuVHV1tfLy8iJa/69//Suk3fpe5c7au3evdu/eHdI3YMCAmD7jW139XUjS888/H7JTfMaMGXHZnZ4MFKUBoBuo8Hg7dWQ3jFl9XqU3OdufZ7MrfdDxkt0uucIXch0FJyk1tb8kqbmmRm7324bz8geeqtzc3I4lHYX6KpcCDe8ajhUM+L6yClLjngMAAAAAAACA5CkqKtKECRP09tvf/a5y9erVuvzyy9td6/P59MILL4T0nXHGGTHNb+nSpSHtAQMG6JhjjonpM77V1d9Fc3Ozfvvb34b0XXHFFTF9RjKZk50AAADJMnTXVln9vnbnHT1uvKx2ewIyAgAAAAAAAIDYuuqqq0LaDzzwQET3KS9ZsiTkaO2srCydc845Mctr69atWrhwYUjf+eefH7P4Rrrqu5CkW265JWTX+MyZM9scOd6dsVMaANDrWH1eDd21VZPXv3DEeRabTYNGnaxTf3aV6qtckiS3pznsfGdNs7yNh+Y568P/RcZZ45bF72o3T5/XI1d9x+8Rb6z3KOA3Pva94WCFgoH4HyEeSw3VVclOAQAAAAAAAOh2ZsyYofvvv1+ffPKJJOnLL7/UVVddpWXLlslsNt6/+t5772nevHkhfddee62ys9tezffhhx/qzTff1FVXXRXxUdMffvihzjvvPDU0NLT0paam6pZbbon0Y3VIvN/F4b744guNGDGi3Zz8fr9uv/12LV68uKUvNzdXixYtandtd0JRGgC6uTWjh6qvwxbx/MD+LIUrh+aU3S1vs1X53hwt3D3XcM4bB/4sl//QkddmZUjWnxnO+/2D/08273cF0ZIHF8laWBhxnray/RHPDeepo/JUnOVo019otchx4kDpvLbfZPN5/dq0eoe+3lqjgD9V+/9t1V/u/uC7vNKqdPRU4+e98D8fyNu0R5LktzRLYT7uCws/kMUfviAcDHrlbfy7At4dkvzhP2AnrLxjafuTAAAAAAAAAHR7ZrNZixYt0tlnn61g8NA1kaWlpdq3b5/uu+8+jR07tmVuXV2dli5dqjvvvFNO53dXHw4bNky/+c1vDOPX1tbqxhtv1G9/+1tdeOGFuuCCC3TyySeroKAgZF4wGNSnn36qJUuW6PHHH2+zQ/nee+9Vv379YvWxDcX7XRzutNNO03HHHacZM2bo3HPP1cCBA0PGnU6n/vrXv+q+++7Tli1bQnJcunSpioqKOvtxuxSK0gCQJG6/W1WuyHZ+lrvDFybN/mpZ/OHvOW7N5K8JO2bx18jiN8nuC6hfs/Ed1jnOetl99YdimQNSmC+DDaiqVGpzdUv76MJC2fuXRJyn/Lvbn9OOY/r00YC8yL6Z961X//Sp9nzmk5Qpk6nTKXTIoYL0tuQ8HAAAAAAAAECPc+aZZ+ree+8N2Yn8+uuva9y4cerTp4/69++vxsZGffXVV/J4PCFr8/Pz9dxzzykzM/OIzzh48KCWLFmiJUuWSJKKi4tVUFCgzMxMOZ1O7du3TzU1xr+fnjt3rq6//vpOfsrIJOJdSIeK8Bs2bNCGDRskSXl5eerfv79SUlJUUVGh/fv3t4lvsVi0ZMkSXXDBBTH4pF0LRWkASDCXz6U7Nt6hN79+U25/+3dVSJLfUiCVGB/V8Yu//UIWf+THGhfWBvXHiGf3Lj6vXzs/Su4R0cGg75sd0gAAAAAAAAAQOzfffLPS0tI0d+5ceb3elv6ysrKQ+5IPN3z4cL300ks65phjon5eeXm5ysvLjzgnKytLDz/8sGbNmhV1/M5I9LuQpOrqalVXV4cd79+/v0pLS/XDH/6wQ/G7OuPD0QEAcXPHxjv0yq5XIi5II3Ga6jzyewNJzSEYaFS8juzuqaw2u9JzcpOdBgAAAAAAANDl/epXv9LHH3+siy66SDZb+GshBw8erMWLF+vjjz9utwh7wgkn6P7779fkyZOVl5cXUR4jRozQ73//e+3atSvhBelvxeNdHO43v/mNvv/978tqPfIe4aFDh+r3v/+9tm3b1mML0hI7pQEgodx+t978+s1kpwH0KEePGy+r3Z7sNAAAAAAAAIBuYcSIEVq5cqXq6+u1adMmbd++XXV1dcrIyFBxcbHGjBmj4cOHRxwvPz9f8+bN07x58yRJu3fv1vbt27Vnzx7V1NTI5XIpJSVFubm56tu3r8aPH6/8/Px4fbyoxPpdHO7GG2/UjTfeqKamJm3ZskU7duxQRUWFmpublZaWpv79+2vMmDEd3nnd3VCUBoAEqnJVsUMaiBGrza6jx43XOdck5q4ZAAAAAAAAoCfJysrS5MmTNXny5JjGHTRokAYNGhTTmPEWr3chSWlpaZowYYImTJgQ89jdCUVpAAAicMFNY5SR45Dbs08ffxF+jsNeIkmqq6/T0hXvG8+bO0bZWdmGYw0HK7TyjqWGY9N+fbfSczv+DcLUTJssVkuH13c16Tm57JAGAAAAAAAAgG6AojQAoA2HhUJfaxk5DmUVpMrlSgk/JzdFqampkiS/pfkI8xzKyk01HAsGwscvHlKi7KLiCDMGAAAAAAAAAKBroCgNAF1E6eRSFacbFxz3u/2a9nG18bpzS9XPEfnu18D+MjkfmR02lrlfH+U2Z6r6fz6KOCYAAAAAAAAAAEA4FKUBoIsoTi9WSUaJ4Zjf4pZkXJQuTitWSaoj4ud40iRnuBzS+sieUSKfJ/wuXwAAAAAAAAAAgGiYk50AAAAAAAAAAAAAAKDnoigNAAAAAAAAAAAAAIgbitIAAAAAAAAAAAAAgLihKA0AAAAAAAAAAAAAiBuK0gAAAAAAAAAAAACAuLEmOwEA6E4Cbrd8lVUdX99UpsLaoPHY/jJ50ozXeb3+sDG9ZeXy2CwR5+AtK2t3zF/vjTgeAAAAAAAAAADAkVCUBoAIBFwuHZg/Xw1vrFPQ7e5UrD+G6Xc+MlvOMGNleQXSbx8yHNsza5Y81R0vlIfEmj1bkmRKy1fGj+6NSUwAAAAAAAAAANC7UZQGgAgcmD9f9X/9W7LTAAAAAAAAAAAA6HYoSgNAOwJutxreWNepGB6LVJvR8fUHM/wy+yrDj4U/3bsNc0AqaDAeq8qUAmbJlBJQo+2g4Zz6FI9cft+hWCafHOFyzpTshw2muspkC7cV3IirSrKGHktebuHHFgAAAAAAAAAA3Q2/3QeAdvgqqzp8ZLfbKj3yY7M2H2OS12bqRBYNyt9/o+HIgllSNH+cF9YG9cdHjKvYd862qDLHJKlB0u3GAYZ+918zm12atcV42p2zrWpIOSyvTZdEnGOLASXRrwEAAAAAAAAAAF0KRWkAiKNHfmzWppHmZKcBAAAAAAAAAACQNFRKACBOPBZp8zGd2R0NAAAAAAAAAADQ/bFTGgA6YdBTf5a1uI/h2H5XmbwdObIaUQsGrAr6MpOdBgAAAAAAAAAAMEBRGkCPF3C75aus6vB6b1lZ2LFgsG2fzxeQy+mX2xXQoIrcDj83XnIaJVeK8Z3SaR6LMpsj392d7smJVVqd4msYKQVtyU4DAAAAAAAAAAAYoCgNoMcKuFw6MH++Gt5Yp6DbHZdn7Jk9u+W/+802bR0xW1X5oxSw2CVJ5+quuDy3s979nnH/uV8lNo/OCgas8jWMVPOBnyY7FQAAAAAAAAAAEAZFaQA91oH581X/178l7HlbR8xWRdG4hD2vq3viQJnSrZUxj/uGf7Tu9F0iSYeO7GaHNAAAAAAAAAAAXRpFaQA9UsDtVsMb6xL2PL/Zqqr8UQl7XnfQx+dXloyPCe+I5qBNrwXG6nfeqxSUI2ZxAQAAAAAAAABAfFGUBtAj+Sqr4nZktxGPPavlyG5IPgU01XebArGrSasymC23In/HDqtZhZkUrwEAAAAAAAAASDaK0gC6raA3IH+Dx3DMX5e4gjTa2m4LaI8KpWDycjhtSIpqD34R1ZqmOo/MmfsMx6oOfqEmn11eb0XY9XV1dWpuTpck1dfXR/VsAAAAAAAAAAB6KorSALqdgMevmue+lOvzaskXMJ7TWJXgrCBJXgW1w+bXK2nepOVgM3t0UtEnunDA0/rs8+jzGHaucf/OfZKM69Utli9fLrc7I+pnAgAAAAAAAADQk1GUBhBXzf6AKjyxLVDW/t9Xav6y+tCfYFaT4RyTz6RwpcGmM+cpkJob05zcAZPUZDy2ftCDcllrQ/quqbhc2f7siOM32eo01vtbw7FrvderIpgT0jdXKcqV8buRpOqBr8qVu0OS5E83KWgLPzcaZkeD+lp8Oi0m0Tom214vm8WXxAwAAAAAAAAAAMDhKEoDiIsmf0C//mKPXq2qU3Mgxmc4F0kqOvJu1OKDLq182Xjsskn9VZ5fGNOUshv9uu7lOsOxfXl1akipCem74qS+Clgjz2FA8wFtfq/MOL47TXuDoQXuYmWor8yG8wNmj9yj1yvNkrzdzAAAAAAAAAAAoPegKA0gLn79xR6tqahtfyISzm+vU5CCdMz5/RZ5PKntzrNarcrI4IhvAAAAAAAAAEDvYbyNDgA6odkf0KtVxruGgZ6q+mB/BYOWducNHz5cNpstARkBAAAAAAAAANA1sFMaQMxVeLyxP7IbXUrAZ5LXxY8QSQr4zaqt6audO8fIFHCHnWe1WjRkyNGadOr3VVdRHnZeQ3VVPNIEAAAAAAAAACBpqCgAQA/0xv4/K9vfaDhmzXBrSJh1e14eKV+jXQGLRdUDBradEAjI/sV2ycOXDlpL09Z25+zf9qFK//Z8ArIBAAAAAAAAgORqaGjQxo0b9eWXX6q+vl6pqakaNGiQTj31VPXr1y/Z6SHBKEoDQA/k8jtl8zUYjtl9nrDrnHVueZxBBWx2ud1t7z1O2fcVBWkAAAAAAAAA6AYuueQSlZaWxiTWoEGDtGvXrojm7ty5U3fccYeeeeYZeTxtfx9tMpl0+umna8GCBZo4cWJM8mvPGWecoQ0bNsQk1umnn67169d3Os5jjz2mq6++uk3/zp07ddRRR3U6fldDURpAQq0ZPVR9HR2/T9df51blox8bjhVePUqWbIckKbA/S64wMXLK7pa3OfI//grqLDp3+80KmI+Qt88pKS3imD9/7YDSPc0Rz882V0pZEU+XLeNnsgfCjKVXS/qd8VjmRZI5T36LR2q98zcQkLWhNvIkAAAAAAAAAAA9gt1uj2jeM888o0svvVRNTU1h5wSDQa1fv15nnHGG5s2bp3vvvVcmkylWqcZdpO/iSPbu3at58+bFIJvug6I0gITq67BpYKqjw+t9rqBszcY7dfvY7bJ+E9vjcOirMDEs/hpZ/JH/gMtqylVWs0VSmCqvpIDfJ1kiDqlsd6qy3OkRz8+0GB/FHY7ZkimzyWw8ZvaGX2fOlNmSraClbcHc5PPKFGSXdLJYbXal5+QmOw0AAAAAAAAAvdDUqVPbnfPss89qxowZCgRCf5deWFioAQMGqKKiQvv27VPwm98zB4NB3X///XK73Vq0aFFc8o6HSN5Fe6655hrV19fHIJvug6I0gB7JE3AnOwUgpo4eN17WGHwDDwAAAAAAAEDvMG/ePM2ePTvqddu3b9e1114b0nfJJZcccc1XX32lSy+9NKQgfeKJJ2rRokWaNGlSS9+2bdv0m9/8RqtXr27pe/DBB3XaaafpwgsvjDrXSC1cuFA1NTVRr3v77bd19913t7RtNptmzpzZqVyefvppvfzyy5Kk9PR0NTZGtymtu6IoDaBHqmmO/ocL0BVZbXYdPW68zrnm+mSnAgAAAAAAAKAbGTlypEaOHBn1unXr1oW0R48erVGjRh1xze233x5SXD355JP1+uuvKysr9F7K4cOH67nnntPVV1+txx9/vKV/3rx5+slPfiKrNT6ly7Fjx3Zo3bJly0LaU6dOEHpWTQAAIABJREFUVUFBQYfzqKqq0vXXf/e73rvvvltz587tcLzuhKI0AHTC+kEPal9enQrqcnTOvyMvGq45brHMwe/O+z69/+m6dfytYeeb6vdIKyLP64K5Y1SSnSrV75OWTQ4Zc6cEZXwrt3TBTWPksJeorr5OS1e8H/Hzpv36bqXn5keeYDeRmmmTxRrFuexxkJ6Tyw5pAAAAAAAAAAkRCAT05JNPhvS1t0v6s88+06pVq1radrtdpaWlbQrS3zKZTFq8eLHefPNNbd++XdKhndbLly/XFVdc0bkPEEN1dXV68cUXQ/raexftue6661RVVSXpUKH8+uuvpygNAGify1qrhpQapTUb398cTqOjTpLksDg0acAk3THhVqVaU8MvsKREFT8jN0VZeamSxSZZK0Nztpgl5YVdl5qaKr/BndJHUjykRNlFxVGtAQAAAAAAAAB0La+//rr27t3b0o7kuOply5aFHNt98cUX69hjjz3impSUFN1yyy2aM2dOS9+f/vSnLlWUXrVqlVwuV0u7qKhIU6ZM6XC8l19+WX/5y18kSRaLRUuWLJHFktxNUYlEURpAr7Pw9IUqGnp8xPOdW/fr9a8ajGOdsVAZx/ZT5Y5ybdxaG3HMJyY/oT7pfVSQWiCHxRHxOgAAAAAAAAAA4qW0tDSkHclx1f/3f/8X0j680HwkF110ka677rqWY783b96s/fv3q1+/flFkHD+t38WsWbM6fLx4fX29rrnmmpb2DTfcoNGjR3cqv+6GojSAXqcgrUAlGSURzz+Y6pVkXJQuSC1UfkaJlBqQFHlRuk96n6hyAAAAAAAAAAAgnurr6/XCCy+E9LV3XPW2bdu0Y8eOlnZ6erpOPfXUiJ737dzXXntNkhQMBrV27dousVt6+/bt2rRpU0hfZ47unjdvXssO9KOOOkp33313Z9LrlqI7bxYAAAAAAAAAAABAj/PMM89EfVz1hx9+GNI+5ZRTotpNPGHChCPGS5bWu6RHjx6tUaNGdSjWhg0b9Pjjj7e0H3nkEaWlpXUqv+6IojQAAAAAAAAAAADQyz3xxBMh7UiOq966dWtIe+TIkVE9s/X81vGSIRAI6Mknnwzp6+guaZfLpSuuuELBYFCSNGPGDE2ePLmzKXZLFKUBAAAAAAAAAACAXmzHjh3auHFjSN+ll17a7rpt27aFtAcMGBDVc1vPbx0vGdatW6c9e/a0tO12u2bNmtWhWHfeeae2b98uScrLy9ODDz4Ykxy7I+6UBgAAAAAAAAAA6AV8AZ/Km8qTnUavUJxWLKu5+5ThWh9XPWbMGJ1wwgntrquoqAhp9+/fP6rnlpSUhLQrKyujWh8Prd/F1KlTlZ+fH3Wcf/3rX/rf//3flvYDDzygoqKiTufXXXWffxsAAAAAAAAAAADQYeVN5Zr8fO88OjjRXvmPV1SSUdL+xC4gGAxqxYoVIX2RHlftdDpD2unp6VE9u/V8r9crt9sth8MRVZxYaWho0OrVq0P6OnJ0t9fr1Zw5c+T3+yVJZ5xxhi677LJYpNhtcXw3AAAAAAAAAAAA0EsZHVc9c+bMiNa2LkqnpKRE9ezU1NR2YybSM888o6amppZ2cXGxzj333Kjj3H///froo48kSQ6HQ4899ljMcuyuKEoDAAAAAAAAAAAAvVRnjqtubm4Oadvt9qiebbQj2uVyRRUjllq/i1mzZslqje7g6a1bt+qee+5pad92220aNmxYTPLrzihKAwAAAAAAAAAAAL2Q0+ns1HHVrXdGezyeqJ7vdrvbjZko//73v/XOO++E9EV7dHcgENCcOXNaPtdxxx2nm2++OVYpdmvcKQ0AAAAAAAAAAAD0Qs8++6waGxtb2tEeV52RkRHSbr1zuj1Gu6KNYrYuFoeTmpqqCRMmRJXDt0pLSxUMBlvaY8aM0QknnBBVjIceekjvvvuuJMlkMunxxx+XzWbrUD49DUVpAAAAAAAAAAAAoBd64oknQtrRHlfduoB8eIE7Eq3nW63WNjuly8rKdPbZZ0cUb9CgQdq1a1dUOUhSMBjUihUrQvqi3SW9a9cuzZ8/v6V99dVX69RTT406l56KojQAAAAAAAAAAEAvUJxWrFf+45Vkp9ErFKcVJzuFdv373//W22+/HdIXbSG2qKgopL13796o1u/bty+kXVhYGNX6WFm/fn1IMdtut2vmzJlRxbjrrrtaiuz9+vXTfffdF8sUuz2K0gAAAAAAAAAAAL2A1WxVSUZJstNAF7FixYpOH1c9fPjwkPaePXuiWt96/ogRI6JaHyulpaUh7alTpyo/Pz+qGLW1tS3/ff/+/crOzu5QLoMHDw5pL1q0SDfccEOHYnUlFKUBAAAAAAAAAACAXsTouOpLL7006jiti8iff/55VOu3bt16xHiSdNRRR4UUz2PN6XTqueeeC+nryLvAkZmTnQAAAAAAAAAAAACAxNmwYYN27tzZ0u7IcdWSdNJJJ4W0N2/eLJ/PF/H6jRs3HjFeIjz33HMhd1v36dNHkydPTngePR07pQEAAAAAAAAAAIBepPVx1dOmTVNeXl7UcUaMGKGjjz5aX331lSSpsbFRmzZt0sSJE9td29jYqHfffbelbTKZNHXq1Khz6KzW72LWrFmyWqMvod5999365S9/GfW6s88+O6T95z//WcXF391J3vqI9O6KojSAhAp6PPIcrOrwen+9N+yYt6xMgSabJClQXhl2XqC8Up60fRE/01cVPhYAAAAAAAAAAN1JY2Njm+OqL7nkkg7H+8lPfqJFixa1tJcuXRpRUXrVqlVyOp0t7XHjxqlfv34dzqMjdu3apQ0bNoT0dfRdjBo1KgYZSRMmTNBRRx0Vk1hdCUVpAAn17/MvUNOB9gvCHotUm9G235SSq/SJ84xjX3Ozgs01kiRzQCoIE3vPjb/WriguL2h25Kh+9I2GYwfc6Wp22lThonANAAAAAAAAAOj6nn/++ZBicGePq77sssv04IMPttz7vHLlSt1yyy069thjw65pbm7WfffdF9I3Z86cDufQUStWrAi5r3rs2LE6/vjjE55Hb0BRGkBiud1HHrZKj/zYrM3HmOS1mQxmNEi63XjxUOnbP9YKa4P64yN+w2l3zraoMscodjhOSXcbjjz9qaRPpczmPM3SnVHEBAAAAAAAAAAg8Z544omQdkePq/7W8ccfr5/97GdatWqVJMnj8egXv/iFXn/9dWVlZbWZHwwGdcMNN2j79u0tfUOGDNFll13W4Rw6IhgMasWKFSF9ndkxjiOjKA2gY7zNkrPccMji9mhA8wHDsZQUj2zpvrBh/zDZpk3DotjG3F3V7ZO84d9DG/X745cLAAAAAAAAAKBX2L17t9avXx/SF4tC7D333KOXXnpJTU1NkqTNmzdr4sSJevDBB3XGGWe0zPvyyy916623avXq1SHr77vvPtlstk7nEY2333675S5sSbLb7Zo5c2ZCc+hNKEoDiI6nSVrzX9K2v0q+ZsMpJZI2h1t/hGsk3CZp88D+kiSbL6gcZ/i5kmQOWJXia/stK0nKaZRcKcY7pdM8FmU2R7NTun3pnpzoFiyfLPmM8wMAAAAAAAAAIB7idVz10KFDtXTpUs2cObMl/kcffaRJkyapsLBQAwcOVEVFhfbu3RvyfEn61a9+penTp3c6h2iVlpaGtKdNm6a8vLyE59FbUJQGEJ01/yV9trr9eR1QZbEo6Dfp+v/z6+TtQdnDbCT2m23aOmK2qvJHKWCxh4337veM+8/9yrg/URyBgAr8FKQBAAAAAAAAAInVuhAby+OqL774YgWDQc2ZM0cul6ulv7KyUpWVlYZrbrrpJv3+97+PWQ6Rampq0rPPPhvSx9Hd8dULzsgFEDPe5kM7pOPomrUBTdgaviAtSVtHzFZF0bgjFqS7sklNLjmC7c/rjMrdG1W24w2V7XlPZY6skP9UOTLDrqurq1NNTY3q6+vjmyAAAAAAAAAAIKHeeeeduB9XPWPGDH366aeaOXPmEY/jnjhxotavX68HHnhAJlNsTzaNxOrVq9XQ0NDS7tOnjyZPnpzwPHoTdkoDiJyzPOyR3bEQ9Esnbz9ytdZvtqoqf1TccognRyCgSU0u3V1VHbOYzUGbKoPZbfq37/+NalK/ec74yIv3y5cvl9udEav0AAAAAAAAAABdxA9+8IM2R2fHw5AhQ/TUU0/pkUce0TvvvKPt27eroaFBKSkpGjhwoCZMmKCSkpK453Eks2fP1uzZs5Oaw7cS8c+kK6AoDaDLCLrMR9whLUkee1a32iFtllsrK76QxeRVgd8f8x3SrwXGyq3Q92Eze5RtZ6czAAAAAAAAACB5srKyNGXKlGSngS6CojQAxNGQlPc10B/73eXNQZteC4zVf3uvajN2UtEnslnaqe4DAAAAAAAAAAAkCEVpADHxk5Me0gFHYbvz/vDAXSqs++746oF/fkr2PsWSJP/HW6QXb+1UHsGgT8FAY6dixIJfAZXZ3HrJUqiFzt/FPP7BYKY8sskmt2xyS5JsZq9G5m/TTweukbsh/F0d4QT8ZnmdZpmCbsNxs8/TqZwBAAAAAAAAAEDvRFEaQEwccBTq65S+7c5rbrbL23jYHz2ZJVLuN3dHpO8Pv27SVcq3DlJ1UJLBJuBg0CtbxmtqPLBDQX/X2CVcKOnsRD90j/TVlqM6vDxdn8cuFwAAAAAAAAAAAFGUBpBAdo9HefV1HVobTM2W2V6goN8vNQTajHsb/y537bbOpggAAAAAAAAAAIAYoygNIGEmfPxP2X3eDq39/4r/ot15btka+2vaF3NCxoJBnwLeHbFIEQAAAAAAAAAAADFGURpA3DlM0qmbN2neisc6HKPW0qAKu1Pp7uw2Y4fukPZ3IkN0htVmV3pObrLTAAAAAAAAAAAAXRRFaQBxs2b0UPV12JRTWal9Vz+U7HQQJ0ePGy+r3Z7sNAAAAAAAAAAAQBdFURpA3PR12DQw1SGP2ZTsVBAHVptdR48br3OuuT7ZqQAAAAAAAAAAgC6MojSAXseW8TOZzJkKWNyqzfvIcM5F/zFLmRmZhmNm+0Ft+Xim4djY0SuVktI3Zrl2Zek5ueyQBgAAAAAAAP5/9u48PsZz///4O3uQIJGk9l1pLNVYWkppi9qXVkvRomjVOac72tONLrSqpRtaaldLlWgPSq1VS1BLBUXsCSGRhCRkn98ffubrnskyk2SyeT0fjzzOua65tpm6577n/tzXdQEAckRQGsAdx8nZW84u5WRySZLJ3SPTMnfVriIfn8z3Sb5xw0Uep1Mzfa2sv59Klbor38YKAAAAAAAAAABQ3DkX9gAAAAAAAAAAAAAAACUXQWkAAAAAAAAAAAAAgMMQlAYAAAAAAAAAAAAAOAxBaQAAAAAAAAAAAACAwxCUBgAAAAAAAAAAAAA4DEFpAAAAAAAAAAAAAIDDEJQGAAAAAAAAAAAAADgMQWkAAAAAAAAAAAAAgMMQlAYAAAAAAAAAAAAAOAxBaQAAAAAAAAAAAACAwxCUBgAAAAAAAAAAAAA4DEFpAAAAAAAAAAAAAIDDEJQGAAAAAAAAAAAAADgMQWkAAAAAAAAAAAAAgMMQlAYAAAAAAAAAAAAAOIxrYQ8AhePkyZPavXu3wsPDlZKSIh8fHzVo0ECtW7eWp6dnYQ8PAAAAAAAAAAAAQAlBUPoOExwcrA8//FD79u3L9HUvLy8NGTJE77//vvz8/Ap4dAAAAAAAAAAAAABKGpbvvkMkJydr0KBB6tOnT5YBaUlKSEjQN998o8DAQP3xxx8FOEIAAAAAAAAAAAAAJRFB6TtARkaG+vXrp0WLFhnyXVxcVKtWLTVt2lTlypUzvBYVFaUuXbpo586dBTlUAAAAAAAAAAAAACUMy3ffAT777DOtWrXKkDdy5Ei9++67qly5sqSbgetVq1bplVde0blz5yRJ169f11NPPaXQ0FCroDUAAAAAAAAAAACAnKWlpWnXrl0KCwtTVFSU0tPT5e/vryZNmqhZs2Zydi7584hL/ju8w125ckUff/yxIW/ixImaPn26OSAtSc7OzurTp4927NihmjVrmvPDw8P1xRdfFNRwAQAAAAAAAAAAkA+GDBkiJyenfPm7PXZk6cyZM3lu39Hat2+fb59F+/btbe733LlzGjFihHx9fdW2bVsNHTpUY8aM0VtvvaXhw4erZcuWqly5ssaPH6/r16877gMoAghKl3CTJk1SfHy8Of3QQw9p7NixWZavUqWKZs2aZcibMmWKrly54rAxAgAAAAAAAAAAoOhyd3cv7CEUGbZ+FrNnz9bdd9+tWbNmGWJ1li5duqRx48apcePGOnToUH4Ns8ghKF2CZWRkaM6cOYa8cePG5fjEyaOPPqq2bdua0/Hx8Vq2bJlDxggAAAAAAAAAAICirXv37oU9hCLDls9i4sSJGjZsmJKTkw355cuXV9OmTdWkSRN5e3sbXjt16pTat2+vI0eO5Ot4iwr2lC7BduzYoaioKHO6du3aNi8pMGzYMG3bts2cDg4O1osvvpjfQwQAAAAAAAAAAIADjBkzRoMGDbK73okTJzRq1ChD3pAhQ2yu36lTJ40ePdrufh3p888/V2xsrN31tm3bpg8++MCcdnNz04ABA7Kts3btWr399tuGvIYNG2ry5Mnq2LGjXFxcJEmpqalas2aNXn/9dZ08eVKSFBMTo8cff1wHDhyQp6en3eMtyghKl2CrV682pDt27GjzuvwdO3Y0pLds2aLExESVKVMm38YHAAAAAAAAAAAAxwgMDFRgYKDd9TZt2mRI33fffWrSpInN9StVqqQOHTrY3a8jNWvWLFf1Zs+ebUh3795dfn5+WZZPT0/Xv//9b5lMJnNe69attW7dOnl5eRnKurm5qVevXmrTpo0effRRHTx4UJJ07NgxffPNN3rjjTdyNeaiiuW7S7ADBw4Y0q1bt7a5buXKlQ2b1qekpJTY5QIAAAAAAAAAAABwc2vYBQsWGPLsmSVdkly9elXBwcGGvJw+i2XLlunUqVPmtJeXl5YsWWIVkL5dhQoVtGTJEsNe1Z988omuXbuWu4EXUcyULsGOHj1qSNv7NExgYKDOnDljaK9Fixb5MTTk4PSxI9q6aElhD8OKuylJDROaZvpas0MnVc/5siHvtz9+U6n0NCk9TU7N22Zab+/3c2Ty+P9ftAnXdLdf3UzLNYqupGqJznJJLS9PU7zxRackubqWzbSei5fk5GKR5xkjZ5ckZTinSG7pmdaLOH1SsZczXxkgPTVarjcyfxLq4rl4ubnbvwQIgOIrKj5ZFZXFSiRXk5XGM4D5Iv1acs6FAAAAAAAAkCcbNmxQeHi4OW3LctUl1dKlS3Xjxg1zOiAgQF27ds22zqpVqwzpZ599VtWqVcuxrwYNGqhv37768ccfJUlXrlzRzz//rKFDh+Zi5EUTQekS6saNGzp37pwhz5Z/9NmVP3bsWJ7HBdtsXbREHVI65lywMHj0yDT7nZjMcmv/3/+tmkV7Kf//75Y2j2Va7HlJuvXd72P5qq/km8s9z+NrZ56/7MZtHVqro8mZv7AtWlJ07sYCoFgKkLRc3pm/+F2oIgt0NAAAAAAAAEDuzZs3z5DOabnqkszysxg4cKBcXbMPrW7dutWQ7tmzp8399ejRwxyUlqQVK1YQlEbRFx0dbViv3s3NTQEBAXa1UaVKFUP68uXLWZS03eXLlxUVFWVXnbCwsDz3CwAAAAAAAAAAgKxdu3ZNK1euNOTdqUt3nzhxQjt27DDk5fRZpKamKjLSOEXl3nvvtblPy7IbNmzQjRs3VKpUKZvbKMoISpdQCQkJhnTp0qXl5JTF0qJZKFPGuHSxZZu5MW3aNI0fPz7P7QAAAAAAAAAAACD/LFu2zO7lqksqy1nS9913n5o0aZJtnStXrljl+fr62txnhQoVDOmkpCQdPXpUQUFBNrdRlBGULqEsA8ienp52t2H55EV+BKUBAADylauzXLzdC3sUAAAAAAAAxd7cuXMNaVuWq87O+fPnFRkZqaSkJPn6+iogIED+/v55HKXjZWRkaMGCBYY8W2aMOzs7W+Wlp6fb3G9qaqpVHkFpFHlJSUmGtLu7/TdrPTw8DOnbn44BAAAoCkoF+srJzfqCHwAAAAAAALYLCwvT9u3bDXm53c94/fr1qly5si5evGj1Ws2aNdW+fXs9//zzatWqVa7ad7RNmzbp3Llz5rS7u7sGDhyYY73MZkVfvnxZNWrUsKnfzLbRPXr0qE11iwOC0iWU5czolJQUu9tITk7Ots3cGDVqlJ588km76oSFhal379557hsAAJQgrs4qFegrn753F/ZIAAAAAAAoNkxpaUqNvFTYw7gjuFW8S055mGVc0CyXqw4KClLjxo1z1VZmwehbzpw5o7lz52ru3Ll65JFHNGfOHFWvXj1X/TiK5WfRvXt3q6W1M+Pq6qpq1arp/Pnz5rw9e/bYHJTeu3evVd6lSyXneC0+RwPs4uXlZUhbzpy2heXMaMs2cyMgIEABAQF5bqekazewvzYsWlLYw8hRqrO7TE7GrxH39DS55FDP5OYqZbKMhSWXUl5ycnMztu/qLmf93/7o3qUy5G7RoZunh5xdjZmuZf3k5F7KopyLnF3+bxwenqXk4mL/bDsXV185O7N0LICbfMu4y8M1p29C5JWLtzszpAEAAAAAsFNq5CWd7NChsIdxR6izYYPcq1Yp7GHYxGQyaf78+YY8W5arzqtNmzbpvvvu08qVK/XQQw85vD9bxMfHa8WKFYY8ez6Ltm3b6scffzSnlyxZor59+9pUd/HixVZ5JWlrXYLSJZRlAPn69esymUxycnLKooa1xMTEbNuE49SqH6haH3xQ2MMAAAAAAAAAAAAlXGbLVQ8YMMDudqpWraoePXrokUceUaNGjVSpUiWVKVNGV69e1enTp7V582bNmDFDp06dMteJiYlRr169tHPnTjVo0CBf3k9eLFu2TNevXzen77rrLnXp0sXm+r179zYEpYODgxUSEqL7778/23rr16/X5s2brfJLUlCa6SUllJ+fnyEAnZqamula9NmJiIgwpJnhDAAAAAAAAAAAULLkdrnqW8qVK6dffvlFZ8+e1bRp09S3b181aNBA5cqVk6urqypUqKDmzZtr9OjROn78uN5//30537aaalxcnAYNGiSTyZRv7ym3LD+LgQMHytWOZdgff/xx1apVy5xOT09X3759dfz48SzrHDx4UIMGDcr0NctVjYszgtIlVKlSpazW4L/9KRdbWJYvCk+oAAAAAAAAAAAAIH8kJCTkablqSfLx8VGPHj0MgeasuLi4aNy4cfriiy8M+X/99ZfVOAraqVOn9Oeffxry7P0sXFxcNH36dMPE0fDwcAUFBem9997ToUOHdP36dSUmJmr//v0aM2aMHnjgAUVFRUmSypcvb2ivJK1izPLdJViDBg109uxZc/rIkSNq0aKFzfWPHj1q1R4AAAAAAAAAAABKhp9++smwnau9y1Xn1ssvv6yVK1dq69at5rwFCxboiSeesCqblJRkFSzOSqlSpfTggw/makzz5s0zzNYOCgpS48aN7W7nscce08SJE/Xmm2+a8xITE/Xhhx/qww8/zLJep06dFBgYqKlTp5rzLIPUxRlB6RKsadOmWrdunTm9Y8cODR482Ka6Fy9e1JkzZ8xpNzc3BQYG5vcQAQAAAAAAAAAAUEjmzp1rSNu7XHVevP7664ag9KZNm5SWlmbVf2RkpDp27GhTmzVq1DDEt2xlMpk0f/58Q569s6RvN3bsWFWpUkX/+te/dO3atRzL9+/fX99//71Gjx5tyCcojWKhe/fu+vTTT83pDRs2yGQyGZYMyMr69esN6YcffrhELREAAAAAAAAAAMCdxq3iXaqzYUNhD+OO4FbxrsIeQo5OnTqlbdu2GfLyEoi11yOPPCInJyfz7OT4+HhdvHhR1apVK7Ax3LJlyxZDMNvd3V0DBgzIU5uDBg1S165dNWXKFK1cuVKHDx82vO7s7KwOHTpo1KhR6tWrlyTpypUrhjJ169bN0xiKEoLSJVjr1q3l5+en6OhoSTe/XLZs2aKHH344x7o//PCDIX3rYAAAAAAAAAAAAMWTk6ur3KtWKexhoIiYP39+vixXnVtlypSRj4+PYmJizHlRUVGFEpSeN2+eId29e3dVqFAhz+36+vqal+2+cuWKLly4oNjYWPn5+al69epWE0KPHDliSDdv3jzPYygqCEqXYM7OzhoyZIgmT55szhs/frzat2+f7WzpjRs3Gp6M8fb21lNPPeXQsQIAAAAAAAAAAKBgZLZc9dChQwt8HG5uboZ0amqqVZmaNWsaguf5LSEhQcuXLzfkOeKzqFChQraB7uTkZJ04ccKcdnV1VdOmTfN9HIXFubAHAMcaO3as4SmLrVu3Gpb0thQREaHhw4cb8l5++WX5+fk5bIwAAAAAAAAAAAAoOFu3btXp06fN6fxYrtpeaWlpVstV+/v7F+gYJGn58uVKTEw0pytWrKjOnTsX+DjWr19vCMq3b99enp6eBT4ORyEoXcL5+fnpv//9ryHvrbfe0qhRo3ThwgVzXkZGhoKDg9W6dWvDmvmVK1fW66+/XlDDBQAAAAAAAAAAgINZLlfdo0cP+fr6FugYdu3apbS0NHPa1dVVFStWLNAxSNafxcCBA+XqWvCLTS9ZssSQtpxEWtwRlL4DjB07Vt27dzfkTZ8+XdWrV1edOnUUFBSkChUqqE+fPjp37py5TKlSpbRs2TKVL1++oIcMAAAAAAAAAAAAB0hMTLRarnrIkCEFPo4ffvjBkG7VqpVKly5doGM4c+aMtm7dasgrjM8iNDRUS5cuNaf9/PzUu3fvAh+HIxGUvgM4Ozvrp59+Uv/+/Q356enpOnXqlPbv36+4uDjDaxUqVNCaNWv04IMPFuRQAQAAAAAAAAAA4EA///yzEhISzOnCWK5y273QAAAgAElEQVR6y5YtWrBggSGvMIKw8+fPN+xX3axZMzVq1KhAx3Djxg2NGDFC6enp5rwJEybIw8OjQMfhaASl7xCenp5avHixli9fnu2m6GXKlNGoUaN05MgRtW/fvuAGCAAAAAAAAAAAAIebO3euIZ2X5ap///13zZkzx7AMd042bdqkxx9/3BCErVSpkkaOHJmrMeSWyWTS/PnzDXn5MUv62rVrunjxok1lY2Nj1bt3b+3atcuc16ZNmxK3dLckFfyC6ChUTzzxhJ544gmFhYUpJCREERERSklJUfny5XXPPffowQcfLFGbpgMAAAAAAAAAAOCms2fPasuWLYa8vARiIyIi9Nxzz+ndd9/Vk08+qZ49eyooKEjlypUzlEtPT9fevXs1bdo0LVy4UBkZGebXnJ2d9e233xb40t3btm3TyZMnzWl3d3cNGDAgz+2eO3dOzZo10+OPP64nn3xS7du3t9qv+8KFC1q+fLk+/vhjXb582Zzv5+enuXPnysnJKc/jKGoISt+h6tatq7p16xb2MAAAAAAAAAAAAFBAHLVcdUREhKZOnaqpU6dKkqpUqSJfX1+VKVNG165d07lz5wxLht/i5OSkqVOnqk+fPnkeg73mzZtnSPfo0cMqeJxbKSkpWrJkiZYsWSJJqlq1qgICAiRJkZGRunjxouG/g3QzIP3bb7+pTp06+TKGooagNAAAAAAAAAAAAHAHsAzE5sdy1ZmJiIhQREREtmUqVaqkefPmqWPHjg4ZQ3auX7+un376yZDnqM9CksLDwxUeHp7l6w8++KAWLlyomjVrOmwMhY09pQEAAAAAAAAAAIAS7s8//8z35aofeeQRjR8/Xu3bt5e3t3eO5Z2dnRUUFKQZM2YoLCysUALSkrRixQrFx8eb0xUrVlTnzp3zpe2qVavqtddeU/369bMt5+TkpAcffFBLly7Vtm3bSnRAWpKcTJZzw4Ei5vDhw4alI0JDQ9WwYcNCHBEAAAAAAAAAwBL3cgtGWlqaTpw4YcirV6+eXF1ZHBeFy2Qy6eTJkwoLC9P58+cVFxenpKQklSlTRj4+PqpWrZpatmypsmXLFvZQC0xUVJQOHDig06dPKyYmRmlpaSpbtqxq1aql+++/37ykd0Eo7O8OvqEAAAAAAAAAAAAA5ImTk5Pq1q2runXrFvZQigx/f/9Cmw1e1LB8NwAAAAAAAAAAAADAYQhKAwAAAAAAAAAAAAAchqA0AAAAAAAAAAAAAMBhCEoDAAAAAAAAAAAAAByGoDQAAAAAAAAAAAAAwGEISgMAAAAAAAAAAAAAHIagNAAAAAAAAAAAAADAYQhKAwAAAAAAAAAAAAAchqA0AAAAAAAAAAAAAMBhCEoDAAAAAAAAAAAAAByGoDQAAAAAAAAAAAAAwGEISgMAAAAAAAAAAAAAHIagNAAAAAAAAAAAAADAYQhKAwAAAAAAAAAAAAAcxrWwBwDkJDk52ZAOCwsrpJEAAAAAAAAAALJiee/W8t4uAODORVAaRd758+cN6d69exfSSAAAAAAAAAAAtjp//ryCgoIKexgAgCKA5bsBAAAAAAAAAAAAAA5DUBoAAAAAAAAAAAAA4DAs340ir127dgoODjanq1WrJg8Pj0IcUcEJCwszLFceHBysunXrFuKIAGSHYxYoXjhmgeKD4xUoXjhmgeKD4xX5LTk52bAdY7t27QpxNACAooSgNIq88uXLq1evXoU9jCKhbt26atiwYWEPA4CNOGaB4oVjFig+OF6B4oVjFig+OF6RH9hDGgCQGZbvBgAAAAAAAAAAAAA4DEFpAAAAAAAAAAAAAIDDEJQGAAAAAAAAAAAAADgMQWkAAAAAAAAAAAAAgMMQlAYAAAAAAAAAAAAAOAxBaQAAAAAAAAAAAACAwxCUBgAAAAAAAAAAAAA4DEFpAAAAAAAAAAAAAIDDEJQGAAAAAAAAAAAAADiMa2EPAAAAAAAAAAAAAEDBSU5O1v79+3X06FHFxsbqxo0bKlu2rAICAhQUFKS6devKyckpz/2kpaUpJCREoaGhunLlilxcXFSpUiU1a9ZMDRs2zId3kndpaWk6dOiQDh06pJiYGCUmJsrLy0t+fn669957FRgYKGdn5vnmFUFpAAAAAAAAAAAA4A7w119/acqUKVq+fLmSk5OzLFelShUNGzZML7/8snx9fe3uJyEhQZ988ommT5+umJiYTMvUr19fY8eO1ZAhQ/IlAG6vEydO6IsvvtCiRYsUHx+fZTlfX18NHjxYr776qqpVq5avY7h+/bqaNGmikydPGvIHDx6suXPn5mtfhY2gNFCE+fv76/333zekARRdHLNA8cIxCxQfHK9A8cIxCxQfHK8AcOfIyMjQf//7X3322WfKyMjIsXxERIQ++OADfffdd5o7d646d+5sc1+HDh1Sr169dPr06WzLHTt2TM8995yWLl2qpUuXqly5cjb3kVdTp07VW2+9paSkpBzLxsTEaMqUKfrhhx/09ddf69lnn823cbzzzjtWAemSyslkMpkKexAAAAAAAAAAAADIWVpamk6cOGHIq1evnlxdmYeIrI0YMUKzZs2yyi9durTq1KmjUqVK6cqVKzp16pQsQ4fu7u4KDg5Wly5dcuzn2LFjatOmjaKjow35Xl5eql27tm7cuKEzZ84oNTXV8HqrVq20adMmeXp65uLd2efjjz/WO++8Y5Xv7u6uevXqycvLS3FxcQoLC1N6erqhjJOTk77//nsNHz48z+PYvXu3WrVqlelDAo6YKV3Y3x0sgA4AAAAAAAAAAACUUMuXL7cKSAcGBmr16tW6evWq/v77b4WEhCgsLEyXLl3S+PHj5e7ubi6bkpKiwYMHKzY2Ntt+0tLS9OSTTxoC0r6+vpo3b55iYmJ08OBBHT9+XJGRkXr77bcN+zTv3LlTY8aMyad3nLU9e/bo3XffNeRVrVpVP/74o65du6bQ0FDt2rVL//zzj2JiYvTVV1+pbNmy5rImk0n/+c9/8jy7OSUlRcOGDTMHpMuUKZOn9ooDgtIAAAAAAAAAAABACTV+/HhDunnz5tq9e7e6du1qNUvW399f7733ntauXWt4LSoqSjNmzMi2n9mzZ+vQoUPmtI+Pj7Zt26Znn31Wbm5u5nxfX1999NFHWrBggaH+9OnTrWby5rcPPvjAMBO8Zs2a2rt3r55++ml5eHgYypYtW1b/+c9/tH37dkNgOikpSZMmTcrTOCZMmKDQ0FBJN/fvfuGFF/LUXnFAUBoAAAAAAAAAAAAogU6dOmUOft4ybdq0HGfmPvLIIxo2bJgh79dff82yfEpKij766CND3uTJkxUYGJhlnQEDBmjQoEHmdFpamsaNG5ftuPLi+vXr+v333w15kyZN0l133ZVtvUaNGumtt94y5GX3WeTk8OHDmjhxojn9zTffyNvbO9ftFRcEpQEAAAAAAAAAAIAS6NixY4Z01apV1aJFC5vqPvHEE4Z0WFhYlmXXrVun8+fPm9M1a9bU0KFDc+xj3LhxcnJyMqd/+uknXb161abx2evs2bNKTk42p93c3NS9e3eb6lp+FhcvXtT169ftHkNGRoaGDRumlJQUSVKfPn3Uu3dvu9spjghKAwAAAAAAAAAAACVQTEyMIV2tWjWb61avXt2QjouLy7LsqlWrDOmhQ4cags1ZqVOnjtq1a2dOp6amas2aNTaP0R6Wn4Wfn59KlSplU13Lz0LK/vPIytSpUxUSEiLp5vLg33zzjd1tFFcEpQEAAAAAAAAAAIASqFy5cob0jRs3bK5rWdbPzy/LsqtXrzakO3XqZHM/HTt2NKT/97//2VzXHvn5WTg7O8vX19eu/k+dOqV3333XnJ44caIqV65sVxvFGUFpAAAAAAAAAAAAoARq2rSpIX306FElJibaVHf37t2GdMuWLTMtd+nSJUVGRprTHh4eCgoKsnmMDz74oCF94MABm+va4+677zbMjI6Li8t2SfLbWX4WjRs3lqenp139jxgxwrzkd6tWrfTiiy/aVb+4IygNAAAAAAAAAAAAlEBVq1ZV69atzenk5GR99dVXOdZLTk7W1KlTDXnDhg3LtOzRo0cN6bp168rd3d3mMQYGBhrSYWFhSktLs7m+rdzd3dWnTx9D3meffZZjPZPJpEmTJhnysvossjJr1ixt2rRJ0s29rGfOnGnT8uYlCUFpAAAAAAAAAAAAoIT69NNP5ez8fyHB9957T/PmzcuyfFxcnPr27WsINvfo0UM9evTItPyxY8cMaXv2rZYkf39/w6zjlJQUnT592q42bDV+/HiVLl3anP7+++81YcIEmUymTMsnJSXp+eef18aNG815QUFBGjlypM19Xrx4UaNHjzanx4wZo4YNG+Zi9MWba2EPAAAAAAAAAAAAAI6XkZ6hhNjkwh7GHcHLx0POLkVjbmibNm30zTff6F//+pdMJpPS0tI0ZMgQffvtt3r88cdVv359lSpVStHR0QoJCdGPP/6omJgYc/2OHTtq8eLFWbZ/+fJlQ7pq1ap2j7Fy5co6deqUoc169erZ3U5O6tatq8WLF+vJJ59USkqKJOntt9/WggUL1K9fPzVq1EheXl6Ki4vTvn379OOPPyoiIsJcv2nTplqzZo3c3Nxs7nPUqFGKi4uTJNWrV0/vvPNO/r6pYoKgNAAAAAAAAAAAwB0gITZZC97ZWdjDuCM881ErlfUrlXPBAvLiiy+qfv36eumll3T48GFJ0p49e7Rnz54s69SuXVtjxozRiBEjDDOtLSUkJBjSZcqUsXt8lnUs28xPPXv21K5du/Tvf/9bO3bskCT9888/Gj9+fJZ1KlasqJdeekmvvfaaPDw8bO5r2bJlCg4ONqe/++47u/eiLimKxiMaAAAAAAAAAAAAABzmkUce0Z49e/TGG2/IxcUl27LVq1fXG2+8oQEDBmQbkJasA8i5CbqWKmUM4DsyKC1J9913n/744w99+umnVn1bqlChgl599VUNHz7croD0lStX9J///MecHjp0qB5++OFcj7m4IygNAAAAAAAAAAAAlHAzZsxQnTp1NHnyZKWnp2db9ty5cxo1apRq1qyp2bNnZ1s2KSnJkHZ3d7d7bJbB3hs3btjdhj2WL1+u+vXra+zYsTn2deXKFY0dO1a1atXSJ598ooyMDJv6eOWVV8xLmwcEBGjy5Ml5HndxRlAaAAAAAAAAAAAAKKFSU1PVt29fvfjii7p48aIkydfXV++99552796t2NhYpaSk6MKFC/rll1/Up08fOTk5SZJiYmI0bNgwjR49Osv2LWdG39qr2R7Jyca9zh25xPXLL7+sJ598UidPnpR0c+nwV199VX/88YeuXLmilJQUXb58WevWrdPQoUPl6npzN+TExES99dZbGjBgQI5B/bVr12rhwoXm9JQpU+Tr6+uw91QcsKc0io2TJ09q9+7dCg8PV0pKinx8fNSgQQO1bt06X7+cQkNDdfDgQUVFRSkxMVHly5c395PTEg4AsmcymXTmzBkdOnRI4eHhiouLk4eHh3x8fFSvXj21aNEi3y82Tp48qb/++kuXL1/W1atX5enpKR8fH91zzz2677777tj9O4DCwnkWyJ2CuhY+f/689u7dq4sXLyouLk5ubm4qX7686tWrp2bNmsnb2zvf+gLuVIVxTQygaEpMTFRISIiOHz+u2NhYSVK5cuVUq1YtNWrUSNWqVSvkEQIASooXX3xRP//8szndsmVLrVq1ShUrVjSUq1Spknr06KEePXrol19+Ub9+/cyzoCdPnqzAwEANHTrUqn0vLy9D2nLmtC0sZytbtilJ27dvt3kGdZs2bTK9rv7oo4/01VdfmdN169bV6tWrdffddxvK+fv7q1OnTurUqZNGjBihHj166MqVK5KkpUuXqn79+lnuQR0fH6+RI0ea0507d9aAAQNsGndJRlAaRV5wcLA+/PBD7du3L9PXvby8NGTIEL3//vvy8/PLVR8JCQn68ssvNW3aNF24cCHTMqVKlVL//v01btw4Va9ePVf92KN9+/baunVrtmXc3d3NNy/uuusu1alTR4GBgWrdujU391FkxMbGKjg4WL/99ps2bdqk6OjoLMu6ubmpW7dueuWVV9SuXbtc9xkXF6evv/5aM2fO1Pnz57Ms5+7urj59+ujVV1/V/fffn+v+bDFkyBDNmzfPnH7//fc1btw4h/YJ5CQiIkK7d+9WSEiIdu/erb179yo+Pt78eo0aNXTmzJk891OczrNvvvmmJk6cmKs2t2zZkuW+QCaTKVdtAgVxLZyUlKTvvvtOM2bM0D///JNlOWdnZ3Xu3Fkvv/yyOnXqlKu+bDVu3LhMf9w/8MAD2rlzZ67aTEhIUMWKFZWYmGj12ubNm9W+fftctQvYoiCuibM7D+WGI46LmjVr6uzZsw7tA7BXQV0T327btm364osvtGbNmmxnklWpUkWPPfaYXn/9dQUGBubrGHISFxenSpUqGYIKXl5eioyMVJkyZQp0LACAvNmyZYt++OEHczogIED/+9//5O/vn229nj176ttvv9WwYcPMeaNHj1b//v2tYg+WAeTMfnflxLJOZkHpgQMHGq4ns3P69GnVrFnTkBcWFmb4renh4aH//e9/VgFpS61atdLSpUvVoUMHc97EiRP1/PPPq0qVKlbl33zzTZ07d06SVLp0aU2fPt2mMZd0BKVRZCUnJ2vYsGFatGhRtuUSEhL0zTffaOnSpVq+fLkeeughu/rZs2ePevfuneVN8ltu3LihOXPmaNmyZZo9e7aeeuopu/pxhJSUFKWkpCg+Pl7nzp3Tnj17zK+VLl1a3bt317/+9S+7PxMgv/zrX//SrFmzbF6uJTU1VcHBwQoODtazzz6rr7/+WmXLlrWrz40bN+rZZ5/N8ZiWbh5DS5cu1U8//aSXXnpJkydPlouLi139AcXN9u3b9fnnnyskJMSm4ySvitt5dtGiRfr444/l7Gz/Lje3P3gC5FVBXQsfOHBATz/9dLbB6FsyMjK0Zs0arVmzRk8//bRmzZql0qVL29VfXu3atUsnTpxQvXr17K77888/5+rGCJBXhXFNnB9ysw8gUFwU9DXxLVevXtWoUaP0448/2lQ+IiJCs2fPVosWLQo8KL1kyRKrWW4JCQn6+eef9eyzzxboWADkLy8fDz3zUavCHsYdwcvHI+dCBeD2WcHSzX2OcwpI3zJkyBB9+umnOn78uKSbeyuvWLFCAwcONJQLCAgwpMPDw+0ep+U52bLN/DBt2jSlpaWZ04MHD1b9+vVtqvvoo4+qQ4cO2rBhg6Sb1+1z587V22+/bSh3+vRpQxB6/PjxVsHxOxVBaRRJGRkZ6tevn1atWmXId3FxUfXq1VWuXDmdPn1aV69eNb8WFRWlLl26aMOGDWrVyraT6ubNm9W1a1eri2wPDw/VqVNHpUqVUnh4uC5dumR+LTExUU8//bTS09P19NNP5+FdOtb169e1bNkyLVu2TA8//LCmTZumBg0aFPawcIcJCQnJ9Oabi4uLKlWqpLvuukupqak6e/as4XiWpPnz5+uff/7Rxo0bM30qLjMbN25Ut27drPYfcXJyUp06deTr66sbN24oLCzMsMxLRkaGpk6dqujoaC1YsCAX7xQoPvbs2aOVK1cWSF/F8Tx7/vx5bd68WY8++qhd9RITE7V8+XIHjQp3moK6Fj506JAeeeQR83Kht6tRo4buuusuJScn6/Tp07p27Zrh9cWLF+vSpUtau3ZtgQeu5s+frw8//NDuejw4gsJS0NfE+SEgIEAtW7YssP6AglaQ18S3REREqFOnTjpy5IjVa3fddZfuuusueXh4KDY2VmfOnDHcMC8MWZ03586dS1AaKOacXZxV1o8VNu8UJpNJmzZtMuT16NHD5vrOzs7q1q2bOSgtSX/88YdVUNoysHtrlrCtLl++bLh/5O7urtq1a9vVhi02btxoSNvzWdwqfysoLd38LCyD0levXjWsmDd69Ohs9+POyrx58wzn43LlyikuLs7udooS+6eAAAXgs88+s7oJN3LkSJ07d06nTp3S/v37FRMToxUrVhiW+Lx+/bqeeuopqx/ymQkPDzfshyBJvr6+mjFjhqKjo3X48GHt3btXkZGR2rNnj+HmdEZGhoYNG5bpDwlHGT16tH7//XfD39q1a7V48WJNnz5d77zzjjp06JDpE/SbN29Ws2bNtHTp0gIbL2CpfPnyGjVqlFavXq3Y2FjznpUHDx7UlStXtHnzZrVt29ZQZ/fu3RoyZIhN7cfHx+uZZ54xBKQ9PT01YcIERUVF6cSJEwoJCdHff/+ta9euadWqVVbLsixcuDDHGWlASZafN7uL23n29pnR8+fPt7v+ihUrlJCQkGl7gL0K4lo4PT1dzzzzjCEg7eLiojfeeEPh4eE6c+aMQkJCdODAAcXGxmrTpk1WAapNmzbps88+y+O7tc3tx9TChQvtXhL/7Nmz2rJlS6btAQXJkdfE9957r9VvRlv/LGduDBw4UK6uzGPAnckRD4Bcu3ZNnTt3Nlzf+vj46NNPP9WpU6cUGRmpgwcPavfu3Tpx4oQSExO1a9cuvffee6pTp06+jycnx44d065duzJ9bcuWLTYvmwoAKHyxsbFWvxFr1aplVxuW5SMiIqzKWE6IO3nypM0rBUnS0aNHDek6depkej165swZmUwmm/4ym518+vRpQ9oRnwWyYQKKmOjoaJO3t7dJkvlv4sSJWZYPDw831axZ01D+vffey7GfZ5991lAnICDAdPTo0SzLp6enmwYPHmyo061bt1y9R1u0a9fO0NecOXNsqpeammpavHixqWXLlob6kkzOzs6mxYsXO2zMgKVmzZqZatasaZo1a5bp+vXrOZZPS0szPf/881b/djdt2pRj3cmTJxvquLu7m/74449s61y7ds3UtGlTQ727777b5vdnD8vvj/fff98h/QA5mTJlikmSydvb29S+fXvT6NGjTT/99JPpzJkzps2bNxv+ndaoUSPX/RS38+yjjz5q/v9eXl6mhIQEu9q7vX7z5s1N5cqVM7QP2KqgroWXL19udb5dsmRJtnVSUlJMjz32mKGOt7e3KSkpye73mZP3338/y2NUkmnLli12tffhhx8arhHatm1raG/z5s35/h6AWwrymjg3jh07ZtXXwYMHHdJXjRo1OPZQJBTUNfEtw4YNM7TZrl07U3R0tE11MzIyTLGxsXkegz3efPNNw3jbtGljSH/wwQcFOh4A1lJTU01Hjhwx/KWmphb2sFAEXbhwwepaz97fcNOnTzfU79y5c6blKlasaCi3Y8cOm/v4+OOPDXWffvppu8ZoK3d3d0M///zzj131165da6jfoEEDqzL79++3+szz469cuXJ5fv+F/d3B4+EociZNmqT4+Hhz+qGHHtLYsWOzLF+lShXNmjXLkDdlyhRduXIlyzrnz5+32r/nu+++y3Z5a2dnZ82YMcMws3L16tXavn17lnUKg6urq/r376+QkBBNmjTJ8DRRRkaGnnvuOYWGhhbiCHEnGT9+vI4dO6Zhw4apVKmclwVycXHRtGnT1Lx5c0O+5TGeGcsZZcOHD7eaZWLJ29vbsL+HJB0/ftywHA1Q0vTo0UOHDx9WXFycNm/erEmTJqlv376qUaNGvvVRHM+zty9BeGuvPFvdWvI7s7YAexXEtbBkfd7s2rWr+vXrl20dNzc3zZw503B9GR8fr61bt2ZbLz907tzZsJ+YvUtx374CQvfu3eXr65tvYwNyUpDXxLkxd+5cQ/q+++5TkyZNHNIXUFQUxDXxLVu2bNHs2bPN6RYtWmjNmjWqUKGCTfWdnJxUvnz5fB9XVjIyMrRw4UJzulSpUlq4cKFhu47crCwEACgcmZ1vLPduzonlbOCs9qPu1q2bIf3777/b3IdlWXuX1baV5efhiM+ibt26uVq96JlnnjG006lTJ8Prlr/jiyOC0ihSMjIyNGfOHEPeuHHj5OTklG29Rx991BB8io+P17Jly7Isv3r1asPePA0bNlTv3r1zHJ+np6feeOMNQ97333+fY73CMnr0aKslu2/cuKEXX3yxkEaEO023bt3s3mfSxcVFY8aMMeStW7cux3rHjh0zpB9//HGb+nvggQdUuXJlQ15YWJhNdYHiqE6dOgoMDHTo0rXF8TzbpEkTNW3a1Jy250bbggULlJGRIelm0K4w9sJGyVBQ18JS7s+b1apVs1rGuyDOm66urhowYIA5vXz5ct24ccOmujt27NCJEyfM6cGDB+f7+IDsFOQ1sb0yMjK0YMECQ56t2+cAxVlBXBPf8tprr5m3nXB1ddWsWbNUunRph/ebWxs2bFB4eLg53atXL9WoUUNdunQx54WFhenPP/8sjOEBAOzk7u6uSpUqGfIs95jOieU+zFltLdGzZ09Des6cOTZtvXTy5EnDw85ubm7q2rWrXWO0leWS3o74LLy8vNShQwe7/yz30K5UqZLh9Xbt2tk11qKIDYJQpOzYsUNRUVHmdO3atdW+fXub6g4bNkzbtm0zp4ODg7MMvlrO5rDnqRvLsr/++qvS0tKK7H5bjz/+uF599VVNmTLFnPfnn39q/fr16tSpk93tXb58Wbt27VJkZKSuXLkiLy8vBQQEqGXLlnbvv5CdY8eO6e+//1Z0dLRiYmLk6ekpf39/3XPPPbr33nvtvqmD4sVyhvOVK1d0/fr1bH+4x8TEGNLVqlWzub/q1asbnoqLi4uzuW5BSUpK0pEjR3T06FFFRUUpMTFR3t7eqlChgho3bqxGjRo55IbKsWPHFBISogsXLsjFxcV8vN9zzz353hdKjuJ6nh08eLAOHDggSdq8ebPCw8NVtWrVHOvdPmOzW7du8vPzy/NYwsPDdfjwYZ0+fdq895Ovr6+qVKmiVq1aycfHJ899WEpOTtb27dsVHh6uixcvysXFRS1atCgRP3qKi4K6Fpbyft7csQLdp68AACAASURBVGOHOV1Q583Bgwdr6tSpkm4G3leuXGkIVGfl9mPU399fXbp0McxYy424uDiFhobq2LFjio2NVUpKisqXL6+AgAC1aNHCITPtcOfJzTWxvTZu3GgIPrm5udl0XN1pUlNTtWPHDoWGhiouLk5ly5ZVtWrV1K5dO4eck1Fy7NmzR/v37zene/fuXeRXIrBcjWTQoEHm/719hta8efPUpk2bAh1bXphMJu3evVtHjx5VZGSkXF1dVaNGDT344INWD6oDQEnz6KOPGlbBmDp1qgYPHmzTvZatW7dq586dVu1l5rHHHlPVqlXN15dnzpzRnDlz9Nxzz2Xbx7hx4wzB6yeeeELlypXLcWy58eijjxrez/fff68xY8bI29s7x7onTpzQ8uXLrdqDHQpsoXDABpZ71rzwwgs2142IiDDUdXd3z3I/yNatWxvK2rvPckBAgMP39srtntKZuXbtmqls2bKG9vr06WNz/fT0dNO8efNMzZs3Nzk5OWW5p8E999xjmjNnjik9PT1X44yKijKNGTPGVK1atWz3TihTpoypd+/eptWrV5syMjJy1ReKtqSkJKv/7hcuXMi2ToUKFQzlDxw4YHN/9957r6HuunXr8voWrORmT+nz58+bPvvsM1P79u1NHh4e2R4XPj4+ptdee80UERFh85hOnz5taGPw4MHm19atW2dq3rx5tsf7L7/8kotPAkVZfu2fVxzPs/v37zddunTJ5Orqas7Lbh/fW3bu3GloZ8WKFSaTyWT3ntKpqammtWvXmoYNG2a136bln5OTk6lVq1amlStX2nUetPweOn36tMlkuvld8/zzz5vKly9v1VevXr1sbh95V1DXwibTzT1uby8fHBxsc1+9evUy1P3uu+9srmsryz2lp0yZYjKZTKbGjRub8x577LEc27lx44bh3/ZLL72U6XuwZV/bffv2mcaMGWNq2rRpttfEkky1a9c2ffnllzbtH2y5T/f27dtzrGMpJSXF8N3p6elpiomJsbsdFC25uSa214ABA3L9OzE37NlTOrtrVVtYnuuzY/mdc2tcSUlJpg8++MDk6+ub6bHu4uJi6tevn+nMmTN2jQ1FW37uKf3CCy/k+nxbGK5evWoqVaqUebz+/v7mfSaTkpIM17hly5a16Tx3O3uOS0tz5swx1LX1Pll6errpyy+/NFWtWjXLa+vOnTub/v77b3Od219v166dXeMECkph7wuL4uW3336z+v4bMWJEjvfxT5w4YapcubKhXr169UxpaWlZ1rHcf9rHx8d0+PDhLMsvWrTI6vrq2LFjuX6vOTl8+LDJ2dnZ0Ge3bt1MN27cyLbepUuXTI0aNbJ6b3Fxcfk2NstrUnuvf21R2N8dLN+NIuXW7KRbWrdubXPdypUrG5ZeSElJ0ZEjRzIta7nHnr17ylnuO3D7U69Fkbe3t4YOHWrIW7dunZKSknKse+LECQUFBWnw4MHau3dvtsttHD16VEOHDtWDDz5omOVji++++061atXSpEmTdP78+WzLJiYmKjg4WN26ddPZs2ft6gfFg+XeHFLm+5/c7vZld6WbT6TbIj4+XkePHjWnnZ2drfbvKwx///23qlevrtGjR2vLli1KTk7OtnxsbKy++OILBQYGau3atXnqe8yYMXrssce0d+/eLMscPXpUPXv21IcffpinvlAyFdfzbEBAgDp37mxO27KE9+0zSSpUqGC1f5Kt+vfvry5duuiHH37I8dxmMpm0c+dO9enTR3379lViYmKu+pRuLs/YqFEjff/990VylYg7TUFdC0u5P2+aTCarspbLeTvS7Utvb9iwQRcvXsy2/KpVqwz/tnO7dPc333yjoKAgTZo0SQcOHMhxCbpTp07p5ZdfVvPmzXNc3vyFF14wpHOzb/Avv/yiy5cvm9N9+/Zl9mYJkJtrYntcu3ZNK1euNOSxdPf/iYiI0AMPPKD33nvPanWJW9LT07V06VI1b968yN8XQOFYvXq1IW3rCiiFZenSpYbtMfr162eeRefh4aG+ffuaX8vsO6SoiYuLU9u2bfXyyy8bVoW4nclk0m+//abmzZtbbYEHACXFY489pocfftiQN3PmTLVr104bN240bMEm3byv8/nnn6t58+ZWey5PmDBBLi4uWfY1bNgwNWzY0JyOjY1V27ZtNX/+fEM/MTExevfdd632UX7hhRd099132/0ebRUYGGj1u3D16tVq0aKFgoODre7BxsfH64cfftB9992n0NBQw2v//e9/HTaju6QiKI0i5fbAkHTzC8IeluUt27vFconb9PR0u/pJTU21qZ+ixHKfwOvXryskJCTbOiEhIWrdurUOHjxoyHdxcVHdunXVsmVLBQYGytPT0/D6rl271KpVK5sD06+88opGjhyphIQEq35q1aqlFi1aqHHjxvL397epPRR/ty8/Kkk1atTIccn2fv36GdJffvml1bGamSlTpiglJcWc7t27t90BNEdISUmxuuHt7u6uOnXq6L777lPLli1Vr149q2V2rl69qu7du2vz5s256vfNN9/UZ599Zk57e3urYcOGat68eabH4HvvvacVK1bkqi+UXMX5PPvss88a+s0uUJecnGy4cdW/f/9cby+R2YNi/v7+CgwM1P333697770302XBV6xYoV69epn3tLbH/v371atXL/Py4NLN79vmzZurTp06cnNzs7tN5E1BXQtL1ufNmTNn2vRgwoIFCww3JYKCgqwC3I40cOBA8w2Q9PR0wxJ0mbn9wZGGDRsqKCgoV/1mdox6e3urfv36atmypYKCgjJdAv3IkSNq27atIWBsqUePHoZlQ5ctW6Zr167ZNb6ZM2ca0iNGjLCrPoqm3FwT22PZsmWG4FNAQIDD9u4rbuLi4tShQwfDw0JVqlRR8+bN1ahRI3l4eBjKR0dHq2fPnnYfuyjZIiMjDYHQmjVrmm9cJyQkaM6cOerUqZNq1qwpDw8P+fv7q3Hjxho5cqRWr15t0x6c+c1y6e6BAwdmm547d66jh5RriYmJ6tSpk2HLkVuqV6+uFi1aqG7duubf1CkpKRo0aJDVVkQAUFL8+OOPVttv/vnnn+rQoYN8fHzUpEkT3X///apbt678/f31xhtvGO4XSNLrr79ueEApM25ubvrpp58M91djYmI0ePBg+fj4qGnTpqpfv74qVqyojz76yHA/o2XLlpo8eXI+vNvsff3111aTkkJDQ9WnTx+VL19ejRo10gMPPKAGDRrIx8dHw4cPtwrO9+3bV6+//rrDx1rSEJRGkXHjxg2dO3fOkGfP3naZlT927Fim5SwDTtndJMqMZbC1OASlmzVrZvUEU3ZPckdGRqpnz56Kjo425zVp0kSLFy9WXFycTpw4oZCQEB0+fFixsbFaunSp6tSpYy578uRJDRkyJMcfUV9++aW+/PJLQ17t2rU1d+5cRUVF6dSpU9q9e7f+/vtvXb58WefOndPMmTP1yCOP2PP2UcxY7vNoy82xwYMHq1GjRuZ0aGio+vfvr/j4+CzrfP/99/rggw/M6bJlyxbIhY892rVrpylTpig0NFSJiYkKCwvTvn37FBISouPHjys+Pl7BwcGGWWoZGRkaNGiQ1YMeOfnjjz/06aefSpLuv/9+rV+/XjExMQoNDdWePXt06dIlbd68WQ0aNDDUe+mll6yeqMSdrTifZ3v27GmYXZjdbOlffvlFsbGx5nRuZ2De4ufnp1GjRmn16tWKiorS5cuXdfjwYe3atUsHDhxQVFSUTpw4obfeesvwQNjGjRutzqW2ePHFF3X9+nV5enrqnXfeUXh4uM6cOaM9e/YoLCxMly9f1muvvZan9wTbFeS1sCR17NhRnTp1MqcvX76sHj166NKlS1nW+eWXXwz7VLu5uenbb7+1a4x5VbFiRcO4FyxYkGXZyMhIrV+/3pzO6zHq4eGhp556SvPnz9fZs2d17do1/fPPPwoJCdFff/2lc+fOKTo6WtOnTzcEmSMjI7MNEru6umrYsGHmdGJion788Uebx3X27Fn9/vvv5nT9+vX10EMP2fnuUBTl5prYHpbBpEGDBtm0r+Cd4PXXX9c///wjV1dX/fvf/1ZYWJjCw8O1Z88eHTp0SFeuXNHkyZMND3CFh4fr448/LsRRo6ixfLixdu3akm6u9FG/fn0999xz+v3333X27FmlpKQoOjpaoaGh+u6779S9e3e1aNFCu3fvLrDxhoWFafv27eZ03bp19cADDxjKtG/fXlWrVjWnN27cmOmqDkXBW2+9Zfhv4OTkpOHDhyssLExnz57V7t27deLECUVGRuqTTz5R6dKllZaWZrXSIACUFBUrVtTWrVszXbUjISFBhw4d0u7du3Xy5Emre/pubm765JNPDBNZsnPPPfdo06ZNqlGjhlU/Bw8e1PHjx60mJHTo0EHr1q1TqVKl7HtjuVCmTBmtX78+0wB7UlKSDh8+rJCQEB07dsxqooWTk5NeffVVLVq0SE5OTg4fa0lDUBpFRnR0tOHLzs3NTQEBAXa1UaVKFUM6q5vgt34I3GLrcoXSzeWsLZ8Qyu7mXVFRpkwZq0DSqVOnsiw/dOhQw+f3/PPPa+/everfv7+8vLwMZT09PfXUU09p7969hmUm16xZo+Dg4Cz7CA0N1ejRow15ffv21ZEjR8xPTlmqVq2ahg8fro0bN2rv3r0sS1gCrVmzRn/88Ychz5ZlBN3d3RUcHGz4gbxixQrVrl1bL7/8shYtWqTffvtNK1eu1IQJExQUFKQXXnjBfGHh5+entWvXWj0xWFiqV6+u0NBQbdmyRa+88ooaNmyY6U1CT09P9erVSzt37tTw4cPN+RcuXMj2Rn1mTp8+Lenm5719+3Z17NjR0KeTk5Pat2+vP/74w3CzPSIiwmpZOtzZivN51sPDwzCDdMmSJVmuunD7TJJ77rlHLVq0yHW/b7/9ts6fP69vv/1WXbt2zXRWtHTz5uCECRO0c+dOQ/D/888/t/vhkEuXLsnLy0u///67PvzwQ6vrqPLlyxPYKkAFeS18y6JFiwwPdP3555+qV6+enn/+ec2bN09r167VqlWr9Pnnn6tdu3bq1auXrl+/LkkqXbq0li5danWzuiDcHlw+dOhQlg9aLly40Hyed3Fx0aBBg3LdZ5cuXXTu3DktXbpUzzzzjKpXr55puQoVKmjkyJEKDQ1Vs2bNzPm//PJLtsupjxgxwvAAqeXM5+zMnj3bMLvg9usBFF+5vSa2lWXwKb/bL+5OnTolDw8PrVq1Sl9//bXhAWzp5u/r119/XXPmzDHkz50716bVmnBnsNy+oWzZslq4cKE6depkNdsqM3/99ZfatWtXYEtk5zRLWrr5m3DAgAHmdEZGhk1b3hS0gwcPWj04N2PGDM2cOdPqeK5QoYLGjh2rzZs3y9vb2/y7GABKomrVqmnjxo1atmyZ2rdvb7XSnaVy5crpxRdf1KFDhzR27Fi7grD33nuvDh06pLfeeivbe/j16tXTzJkztX79epUvX97m9vPKx8dHP/30k9atW6fu3bvnuFpc6dKlNWjQIO3evVtffPFFvq5gdCchKI0iw3JGX+nSpe1+0qRMmTLZtnlL27ZtDemff/7Z5h+OixcvtsqzdzZiYbG8wZ3VHny7du3Sb7/9Zk536dJFM2bMyPGLuXz58vr555/l7e1tzvv888+zLD9hwgTD596mTRstXbrUaim0rDRr1ow9G0qYmJgYq30Ve/fubfNelXXq1NG+ffs0cOBA80VVdHS0vvrqKw0aNEhdunTR448/rrffftt8A7t06dJ64YUX9Pfff9u1d6ejBQQEGPZfyYmzs7O+/fZbww9sy5tktmjevLm+//77bPeG8ff317vvvmvIy+s+1ihZivt59vYlvKOjozN96OLSpUtat25dpnVyo1WrVlbbYWSnadOmmjRpkjkdERFhmBFqq8mTJ6tNmzZ210P+K8hr4Vv8/Py0a9cu/ec//zH/oI6Pj9fMmTM1ZMgQde3aVb1799Ybb7xhDo65ubmpX79+OnDggPr06WPX+PJLr169DNeAljfRM8vv0KGDKlWqlOs+GzZsaNdDAj4+Plq8eLHhJk92S5xWq1ZNXbp0Maf37dunffv25dhPenq6YTatu7t7nmeEo/Dl9ZrYFpbHTVBQkBo3bpxv7ZcEn3zySY6z0wcOHKj777/fnL58+bL++usvRw8NxYTlthgnTpzQ8OHDzQ+hVa1aVW+++aaWLFmiX3/9VdOnT1e3bt0MdZKSktS/f3+H/7symUxWweWsHuayzM/qPFyYvvnmG8MDW0OGDNHzzz+fbZ2WLVtqypQpjh4aABQ6Z2dnPfnkk9q8ebPi4uK0adMmzZo1S5MnT9ZHH32kr776SosWLdKhQ4cUExOjadOmqX79+rnqy9vbWxMmTNClS5e0bds2TZ8+XR999JEmTpyouXPn6u+//9bx48c1fPjwQpt13KlTJ/3666+6evWq/vzzT82ZM0dffPGFPvroI02dOlXz5s3T3r17dfXqVS1YsMBq2e/8NG7cOJlMJvNfUd4mI7cISqPIsLxpZs+N2Vssl3bI6kZc165dDQHWyMhIm5a9jIyM1FdffWWVX1yC0pZPGmU17qlTpxrSU6ZMsfmkULFiRcPsjO3bt2c6w+3ixYtatmyZOe3s7KzZs2fn+HQWSq5bS07fvudWuXLlMj3msuPv76+FCxdazZrOzK3lMl966aU83aguKtzd3fXkk0+a0/v37zfsE2iLDz74wKZ9ZJ966ilD2pYb57hzFPfzbKtWrXT33Xeb05nN/li0aJF5ZrKzs3OeZmDmVv/+/Q0PkGS2X152qlevzr6zRUhBXgvfrkyZMvrqq6+0efNmm/aw7t+/v1599VXVq1fP7vHll1ur9NyyePFiq5UC9u3bp9DQUHO6MAK19erVMwQRczpGR44caUjbMlv6t99+M1w79erVS/7+/naOFEVJfl0TZyez4BOzpI2qVKny/9i777Cojv5t4PfSpInSERFRxIJYQESDBbFFHyU2iKKJxhJjTB5bEks0saTZIiZPEo29JPZoVDSxoNii2LFAEBQ7ShFQQPq+f/iyP2Z3WXZhYQHvz3VxXZnZmTOzG3fPnPM9M4OPPvpIrbLFV1gBOC6m/yMflL558yZycnIAvPrOxcTE4LvvvsPQoUPRv39/TJgwAaGhoTh27Jhw/yY3NxfBwcEVumXSsWPHhG1EivYUVaZVq1Zo3bq1LB0TE4Nz585VWN80lZubi23btsnS+vr6ai+tP2bMGOE6gIiopqtduzb8/f0xduxYfPLJJ5g9ezb++9//Yvjw4fDw8NDavXpDQ0N07twZEyZMwOzZszFz5kyMGjWqSj0UaWJigk6dOuG9997D1KlTMXv2bEyePBkjR45Eu3btuM2NljD6Q1VGdna2kC7L8gfyM2xLCsbUr18fw4YNE/Jmz56tcqnp1NRUDBw4ECkpKQqvaRr00RX5Zbdzc3MVyhQWFgqzpH18fDR+Eqr4Pn8AcOrUKYUyYWFhwn4Mffv21enNTdK9zz77TGG27a+//qrxfppXr15Ft27d8NZbbwk385TJz8/H//73P3h4eGDkyJEKSwZXR8WXH8/PzxduyJemTp06ePPNN9Uqa2VlJSxd+uDBA/U7STVeTTjPFp/5fODAATx79kx4vfiMkB49epT6EExFMDMzE2ZulrSEcUmGDh3Kh8GqkMocCxcXHx+PgQMHonPnziqXly6yefNmdOzYEf369VNr6dGKUjzInJiYKIxfAfE7amFhgYEDB1Za34orfl4u7Tvat29f4dy6ZcsW2XLpJVmzZo2Q5oMm1Z+2xsSqHD9+XAg+GRkZCcvxEjB48GC1HtQEXq1eUhzHxVSkpIfDAgICsG7dOpiamip93d/fH3v37hXGabGxscKD/domP9u5tAcuq/Js6cjISOGz79atm7D9lCoSiUTpsuVERESkHbwLRVWG/GwQZQHT0hQ9cVrSMYv77rvvhFkEubm5GDx4MEaNGoWTJ08iLS0NOTk5uH37Nn788Ue0bNkSERERABRnHMsHe6uqFy9eCGlly2Rfv35dCMyVZTkK+T32oqOjFcrIB6pLWxaNarYff/wRy5YtE/KmT5+uMOugNFu3bkWHDh1w4sQJAK8uKIcMGYL9+/cjISEBubm5SE1NRUREBL744gvZfiZSqRSbN2+Gr68vkpKStPOmtCgrKwvbtm3DBx98gI4dO8LR0RG1a9eGnp4eJBKJ8Ce/1GNycrLa7Xh5eWkUoCoeDKsJAX3Srup+nn333Xdlq4TIz7a4evUqrl27JkuXd+lueTdv3sT8+fMxYMAAuLm5wcbGBkZGRgrfd4lEImzFocn3HYBWl4Gl8qvssTDwKjDVtm1b7N27V7aUaI8ePbBjxw7cv38fOTk5SE9Px9WrV7Fo0SJhz+qDBw/C29sbsbGxGvdTGzp16iRsWVF81mdeXh62bNkiSwcFBSnMIi+Pp0+f4n//+x9GjBiBVq1awd7eHiYmJkq/o8W3JMjKylL5oICenp4QVH7+/Dm2b99eYvknT54gNDRUlm7UqBF69uxZzndHuqStMXFp5JcB7N+/P6ytrbXaRnWnyXWw/NL+HBdTEWXnYQMDA/z888+lrkbXtWtXhTHmqlWrtNq/IhkZGdi9e7fQx9J+d4KDg4Vrx23btimMQ3Tl4sWLQlrTbbqq0rZeRERENQ2D0lRlyN9wlp8tog75mzyqbmLXr18f27dvF/beK1rGzM/PD5aWljA2NkaTJk0wefJk2U3f+vXrC3s4Aoo3z6sq+YtjZZ+PfAD5l19+UXqDTdWf/D648rPLAOD27dtCuiL3YqCqbcuWLZgyZYqQ995772HhwoUaHSc8PBzvvvuu7Ca+iYkJ9u/fj127dqF///5wcHCAoaEh6tatCx8fHyxYsAA3btwQ/u1FRUXh7bfflt2Y17W8vDwsWrQIDg4OCA4OxqpVqxAREYGEhARkZGSo1U/5JeNU0WSvTEDcu7S6rBhBlae6n2ednZ3RrVs3Wbr47I/i/127dm0MHjxYK21ev34dfn5+8PDwwLx587Bv3z7ExcUhJSVFrT25Nfm+A+IMTtK9yh4Lx8TEICAgAM+fPwfwKiC6evVqHD16FEFBQWjQoAGMjIxgYWGBNm3aYPr06YiKikKfPn1kx0hISEBAQECZ+qoNxW/W79u3T/YdOHjwoPCQhraW7k5OTsaYMWNQv359TJo0CVu2bMGNGzeQmJio9mdQ2vd07NixwrJwqpbwXr9+vbCU69ixY3W2DxuVn7bGxKWRDz4VtUMiTcbFxcc6AMfF9H+UnYf79Omj9soH8nsgR0RElOmhtdLs2LEDmZmZsnTv3r1L3QrCyckJfn5+snRaWhr27t2r9b6VxaNHj4R0ixYtNKqvaXkiIiJSH4PSVGXID9azsrI0DgwVH0QrO6Y8f39/nDp1SphloYqnpyeOHTuG2rVrC/nVJSidmJgopJUtX6Rs2dTyUvakuHygWtNgGNUMoaGhGDVqlPBdHzx4MNasWaPRTdWCggKMGzdOWBJ+xYoV6Nevn8p6jo6OCA0NhY2NjSwvPDwcO3fu1OBdVIyXL1+iT58+mDlzpsIqB5rQ5Gn1suxfSqRKdT/PFg94nT9/HjExMcjPzxdmYA4ZMqTEpRc1ERoaCm9vb5w8ebLMx9B0doqFhUWZ2yLtq+yx8IQJE4TyX375JcaNG6fy+BYWFvjjjz+ErV1iYmK0utetJoqvaJCTkyObVVz8wZFGjRqhc+fO5W7r9u3b8PT0xPr164XxhqZK+57Wq1cPb731lix99uxZpcuqS6VSrF27VpbW19fH6NGjy9wv0i1tjYnVsXPnTuG7b29vj759+2q1jZqgPOPiqvKAK+mesvNw8UBuadq3by+s9JGdnY3r169rpW/Fabp0d0nl5Fdh0BX5B8Dq1KmjUf3qco+PiIioOuLO3FRl2NjYQCKRyC7g8vLykJiYCHt7e7WPIf80pDqBTk9PT0RHR2P9+vXYvHkzzp07J8w4AIA2bdpgzJgxmDBhAoyMjHDkyBHh9SZNmqjdR13JzMzErVu3hDxlQQJNZ1mpo7CwUCFPPshWXZZAJ+05fvw4goKChO9br169sHXrVujr62t0rAMHDgiz75s3b672crr29vaYMmUK5syZI8tbvXo13n77bY36oG0TJ07EsWPHhDxbW1t069YNbdq0QYMGDWBhYQETExPh8zp8+DCWLFlS2d0lKlF1Ps8GBgbi448/lt2837RpEzp27Cg85KWNGZi3bt1CYGCgMPNFIpHAx8cHvr6+aNy4MRwcHGBsbKxwk/ydd97B06dPy9SuuntlUuWozLHwtWvXEB4eLktbWlris88+U6sNU1NTfPHFF8KN6NWrV2P69Olq91NbGjVqhC5dusge5ti0aRMCAwNx4MABWZmRI0eWO6iXm5uL//znP3j48KGQ7+bmBj8/PzRr1gz169eHmZmZbBnvIkuWLMHhw4c1am/ChAnCTNbVq1cjJCREKHP8+HFh7NOvXz+198ukqkWbY2J1yAeNRowYIczOJyLtUXYOb9q0qdr1DQwM4Orqihs3bsjy5CcblNedO3eE7dX09fVhZmaGo0ePllq3bt26wtjl8OHDePLkCRwcHLTaR03JPwBmZGSkUX1lW90RERGRdvDKg6oMExMTODs74969e7K8+/fva3Qj7v79+0K6efPmatUzNDTE+PHjMX78eGRmZuLBgwdITk6GmZkZGjRoIMyiBKAwW6E6LD198eJFhVkdnp6eCuXkZ3sFBwdjzJgx5Wpb2Q0y+VlwGRkZCp8z1VwRERF46623hKUufX19sWfPHo0vGAEgLCxMSPfr10+jG9ABAQFCUPrMmTMoKCiokBuB6rh69arwtLqhoSEWL16MiRMnlvr5yC+NT1QVVNfzrLm5OQYPHozNmzcDAH77m9gZpgAAIABJREFU7Tdhm4uGDRtqNNulJDNnzhRunvn4+GDjxo1qjWO4VG/NUZljYfnzZvfu3TWa8V90ni26CR0XF4eEhATUq1dP7WNoS9E+9QDwzz//4KuvvpI94CGRSLSy5/vKlSuFhzvt7e2xYcMGYSnzkhSfzayunj17wtXVVXZO37x5MxYuXCjcJJdf1rv4XtRUfWh7TFya+Ph4IfgEcOluooqkbBloTVeqkS+fmpparj7J27RpkzC7v6CgAAMGDCjTsQoKCrB582a1H3SrKPIzozMyMjSqX7S1CREREWkfg9JUpTRv3ly4ERcVFYX27durXV9+P2R1g9LFmZmZlVpPfrmk6hCU3rVrl5A2NzdX+tnKBwbq1q2Lnj17ar0/VlZWQjoxMREuLi5ab4eqnmvXrqFv377ChaGnpycOHjyosB+buuLj44W0pvukypd/+fIlUlNTdfagxI4dO4QbA/Pnz1fYY7AkyvZwJ6pKqtt5duTIkbKg9P3794WgX/Glg8sqIyNDmNVpb2+Pv//+G5aWlmrV1/aNSdKtyhoLl/e8WbduXVhaWgrnnEePHukkKB0UFISPP/5YtofrDz/8IHutU6dOaNy4cbnb2LZtm5Des2cP3njjDbXqluW8LJFIMH78eMyYMQPAq+11du/ejeDgYFl6z549svJOTk5cfrkaqogxcWk2btwojDHbtWuHVq1aVUhb2lDec2xWVpaWekJUNu7u7gp5mm63UvyhFUBxIkF5SKVSbNq0SWvHA179zqgKSpfne63ud1r+ftPjx481akfT8kRERKQ+7ilNVUrbtm2F9D///KN23YSEBNy9e1eWNjQ0VHoBUF7Pnj3DuXPnZOk6derA19dX6+1o04sXLxT2COrbt6/SJYnkb0rGxcVVSJ/c3NyE9MWLFyukHapaYmJi0KtXLyGI0qJFCxw6dEjjfZ6Kk7+w13QJQmVL2JZnv8jyKv4bo6enhwkTJqhd9+bNmxXRJaJKU9XOs927d4eTk5PS17QxA/Py5cvCst3BwcFqB6Tj4uI0vrFJVVtljYXLe94sOn5xujpv1q5dG4MGDVL6mjaW1y8sLMSFCxdk6bZt26odkAbKfl4ePXq0MFO2+MzozZs3C/8Px4wZo7PVXahsKmpMrIqy4FNVnyUtv2VF0cMn6kpKStJmd4g0Zm1tDWdnZyFP021X5Jfrtra2Lne/ipw4cULhQbXyunnzpsr7O+X5Xqv7nZYf/1y5ckXtNoBXK5cRERFRxWBQmqqU/v37C+mjR48KT3KrIr9Xm7+/f4XsU/zHH38gLy9Plg4ODtbqk6oVYe7cuQp7OJcU5PLx8RHezz///KPwZK42dOnSRUgfPHhQ621Q1XLv3j307NlTuKhu1KgRjhw5Altb23IdW/7CXNMnm+X34JRIJFq92NdU8RsVtra2ageoCgsLceLEiYrqFlGlqGrnWT09PWHv3CJvvPGGwgNWZSF/Y7JZs2Zq15Xfd56qv8oaC5f3vJmTk4OUlBQhr7zn8vJQ9oCIsbExgoKCyn3slJQUYa9fTb6jt27dUhhjqMvW1haDBw+WpcPDw2UPi65Zs0aWr6enV+6tdqhyVeSYWJWTJ08KwScjIyMMHz68wtrTBvllizUJ5iUnJwsP6hDpyltvvSWkL126pHbdp0+f4uHDh0KeJntSl0Z+8sK8efMglUo1/vvqq69UHre48nyviz8kpoqPj4+QPnjwIAoLC9VuZ9++fWqXJSIiIs0wKE1Viq+vr7Bc7p07dxAeHq5WXfn92sq6B44q2dnZ+Oabb4S8qr5/2+7duxESEiLk+fv7o3v37krLGxkZCa9lZmZi/fr1Wu9Xjx49hFk5f/31F2JjY7XeDlUNCQkJ6NGjh3BBXb9+fYSFhaF+/frlPr780u+aBmrk99Zs2LBhmWaNaUvxAETxGZSl2bdvn8JNC6LqpKqeZ5XNttTGDEwACgFHdb/zUqkUK1as0EofqOqorLGw/HkzPDxc7eA38GpmVfFAba1atbRyPi+rnj17wtHRUcgbOHCgVmaclvU7CgC//PJLudr+4IMPhH6sWbMGZ8+eFWZf9+7dGw0bNixXO1R5KnpMrMqGDRuEdEBAgMISt1WNiYmJEKi/du2a2oGl7du3V1S3iDQiv5rHn3/+qfa/Y/lt2Fq0aAF7e3ut9CszM1Ph+MOGDSvTseTrbd26tcTzpfw5S91ZzMnJyWpf5zs6OqJdu3ay9OPHj/Hnn3+qVff+/fvYv3+/WmWJiIhIcwxKU5Wip6ensITY/PnzS71JFhYWhlOnTsnStWvXxttvv631/s2cOVPY52/48OHw8vLSejvasnTpUgwdOlTIMzMzK/UGmfz+P3PnzhX20NQGe3t74cKlsLAQY8eO1ejpVaoenj17hl69euH27duyPFtbWxw5ckTjPSxL0qNHDyF9+vRpYflfVXJzc7Fs2TKVx6tsDg4Osv9OTU1FVFRUqXUyMjLwySefVGS3iCpcVT3PNm/eHBkZGXjx4oXsT1vB8uLfd+DV75c6VqxYwaUFa6DKGgvLn+fu37+PHTt2qNVHqVSKhQsXCnmdO3dWui1MZdHX18ft27eF76i29si0trYWHlQ7d+6cEJAvydWrV8sdlO7WrZuwL/iGDRsUjlkVHtwh9VTGmLgkyoJPVX3p7iLFxwGpqak4cuRIqXXS09OxaNGiiuwWkdr8/PyEVTbu37+vciZxkaysLHz//fdCnjbvc/3xxx8Ke9prshpIcU2aNIG3t7csnZKSgtDQUKVl5cf26o4/FixYoNFS3/Lnx2nTpims8iKvsLAQH374YYWsFkhERESvMChNVc6MGTOEpQZPnDih8oLy0aNHGDdunJA3efJkYZZJSf7991+1+lRQUIDPP/8cP/zwgyzP0tJSYQZyVZCfn4/t27ejQ4cO+Oyzz4SbZvr6+ti4caNwc0uZrl274s0335Slk5KS0Lt3b7U/L+DVYP7PP//EjBkzSiwza9Ys4QbmqVOnMGzYMLX3x7x48SLS09PV7hNVvhcvXqBPnz7CjJ66devi8OHDaNGihdba6dKli8JeXcHBwaU+TJGXl4cxY8YgJiZGyNfGPrHlIb9/7vTp01U+sJGVlYXBgwfjzp07Fd01Io3UpPOsmZkZzM3NZX96etoZRrdr107YN3b37t2l7iMcGhqKadOmaaV9qnoqYyzs6uqKjh07Cnkffvghrl27prJvUqkUs2bNwvHjx4V8ba0cUB7GxsbCd1R+z+uy0tfXR4cOHWTphIQEhSCBvLi4OAwYMEDYiqCsis+Wfvr0KX777TdZ2t7eHgEBAeVugypeZY2JSyIffHJwcECfPn0qvF1t+M9//iOkZ8yYgaysrBLLZ2ZmYujQoXjw4EFFd41ILfr6+vj666+FvKlTp+Ly5csl1ikoKMDYsWOFJffNzMzw3//+V2v9kl89oayzpIsEBwerPH6Rnj17CufoHTt2lPpQ5po1a/DTTz9p1J9Ro0YJW+3cu3cPvXr1KvGa+fnz53j33Xdx8OBBSCQSjdoiIiIi9elubVKiEtjY2ODzzz/H559/LsubNWsW7t+/jzlz5siW5issLMS+ffswefJkIfDk6Oio9mzBLl26oGXLlggODkbfvn0VgloZGRk4ePAgFi5cKCwppKenh7Vr18LOzq48b1UjUVFROHr0qJBXUFCAtLQ0pKWl4eHDh4iIiEBERASeP3+uUN/c3BybNm1SWDqqJJs2bYK3t7fsYj4mJgbt2rXD+++/j9GjR6N169YKA/XU1FRcunQJBw4cwB9//IEHDx7Az8+vxDbc3d2xdOlS4cJq586duHz5Mr744gu89dZbCnvpPnz4EH///Td+//13hIeHIz4+XitLM1LFeOuttxT2fZo2bRqSk5MV/j2Xpl27diXurWxkZISvvvpKuCl+9+5deHl5Ye7cuXjnnXeEunl5eQgLC8PcuXNx/vx54Vj9+vVD165dNeqbtr3zzjv47rvvZIHoAwcOICAgAEuWLIG7u7usXHZ2NkJDQzFr1izZPpMtWrRAdHS0TvpN1ceZM2eUzjSIjIwU0tnZ2SV+Vx0dHYV/j8pUp/OsrpiZmWHIkCHYunUrgFfn9r59+2LJkiUYOXIkjI2NZWVjY2MREhKCX3/9FYWFhbCzs0NBQUGpsz6oeqmssfDChQvh7+8vm4WdmpqKN954AzNnzsT7778vzOIvLCzE2bNn8dVXX+HQoUPCcVq1aoURI0aU6z1XdSNHjsSZM2dk6VmzZiEpKQnTp08XfqeSk5OxceNGfPXVV0hPT4dEIkHTpk0VHn7TxKhRozBr1iyls7bee+89rQXfqWJV1pi4JPLBoREjRuh0qxpNjBgxArNmzZIFoiMjI9GzZ0/8/PPP8PT0lJXLzs7GwYMHMWfOHERHR8PIyAh2dnbc2oZUqqwxcWBgIPz8/HDixAkAr2bz+/v7Y8GCBRg9erSwz/LFixfx2WefKWzfsWzZMlhbW6vztkp179494fgSiaTcQemhQ4fi008/lY0r/vrrLyQmJiqM521sbDBo0CDZDOnCwkL0798fy5cvx/Dhw4WHNa9fv45Fixbh999/B/Dqobriq02oYmxsjNWrV6N79+6y6+orV67Aw8MDQUFB8Pf3h52dHdLT03Hx4kVs2bIFT548AfDqgbCVK1eW6/MgIiKiEkiJqqCCggJp//79pQCEP319fWnjxo2lnp6e0rp16yq8bmJiIj19+rTa7VhbWwv1rayspK1bt5b6+PhIXVxcpEZGRkr7sG7dugp896/4+fkptF3Wv969e0tv3bqlcR+uXbsmbdCggdJj1qlTR+ru7i7t0KGDtGXLltJ69eopLefn51dqO1OnTlVat+j/d/v27aWtW7eW2traKpSJj4/X/MOlSqOtf8MApMePHy+1vQkTJiitq6enJ23SpInUx8dH6uHhITUzM1NarmnTptLk5OQK+SxGjRoltDV37lyV5SdOnKi0jw0aNJD6+PhI3d3dpaampsJrXbt2la5evVrIW79+fYltxMfHC2VHjRql0XuS/52i6qNhw4bl/k6q8++lOp1nr1y5otXj16lTR+3vR1xcnNTCwkLhszA2Npa2bt1a2r59e6mTk5PC53Tw4EHh/2XDhg1VtiP/O8RzaNVVWWPhhQsXlvgdd3Fxkfr4+EjbtGmj8O+56M/W1lZ6+/btCvkM5s6dK7QVEhKi1eMPGDBA7XFGbm6utG3btkrHF82aNZN26NBB2qRJE6m+vr7w+ueff66V793IkSMV2pZIJNLY2NiyfwBUqbQ1Hi7t36oyd+/elUokEuEY169fr5g3qgb5MYg672fp0qVKP4v69etL27dvL3V3d5eamJgIr61cuVKjsar8b44mn3N5x9SkO5U1JpZKpdLHjx9LGzVqpFDfyMhI2qJFC6m3t7fUwcFBaRvvv/++Vt/3ggULhOP7+vpq5bhdu3YVjrts2TKl5e7evSs1NzdXeJ/m5ubSNm3aSL28vKR2dnbCa127dpWuWrVKyFN1rVtk48aNUj09PbX/f3bo0EGalZUl5PXo0UMrnw+RtuXl5UmjoqKEv7y8PF13i4iqOF3/dnD5bqqS9PT0sHPnToUnNQsKCnDnzh1cuXIFaWlpwmvW1tY4ePAgOnXqVOZ2nz17hmvXruH8+fO4e/cucnNzhdednJxw+PBhjB49usxtVBYzMzMEBwfjzJkzOHTokLBskbpatWqFS5cuCUt5F0lPT0dUVBQiIiJw8+ZNJCQkKD2G/Kw4ZZYtW4aff/4ZpqamQn7R/+8LFy7g2rVrSEpK0vg90Ovl559/xrx58xRmfhQWFiIuLg7nz5/HjRs3kJmZqVC3d+/eCA8P19rT5/KkcvuBljazKSQkBP3791fIf/DgAc6fP4+oqChh6UJ/f3/s3bu32sx6oddTTTrPapOrqyt27twpLNkMvJqVc+3aNVy4cEGY6WVsbIzff/8dffv2reyuUiWprLHwjBkzsHLlSoUxGPBqxZHz588jMjJS6XYp7dq1w+nTp9G4cWO126uuDA0NsXfvXoXxdGFhIWJiYhAREYG4uDgUFBTIXps2bZrCcq1lVXwJ7yLdunVDkyZNtHJ8qtk2bdokjEPbtWsHDw8PnfVH0zEx8GqpY2X7pz969AgXLlxAVFSUbLarnp4eli9frvR7Q6RL9erVw8mTJ4W9lwEgNzcX0dHRuHjxomymbhE9PT3MmzcPq1at0mpf5Pe0ll96u6zkxy0l7Z3dsGFD7Nq1S2H8kZGRgcjISFy+fBmJiYmy/O7du2Pfvn1lWh1k5MiR2LdvH5ycnEotGxQUhCNHjgjncwBcnY+IiEiLGJSmKsvY2Bhbt27Frl270LZt2xLLmZmZYeLEiYiKikK3bt00auPzzz/HG2+8UWoQp0mTJli8eDFiYmLQvXt3jdqoSIaGhjA3N4ezszPat2+PYcOG4euvv0ZYWBiSkpKwZcsWhb1pNWVra4u///4bJ0+eREBAAMzMzFSWl0gk8PT0xMyZM3Ht2jVs2rRJrXYmTpyI27dvY9KkSbC3t1dZtm7duggODkZYWBhcXFzUfSv0GtDT08PcuXMRGRmJDz74QFgGTRl9fX10794du3fvxt9//4169epVWN/kl4WrXbu2yvJGRkbYu3cvQkJChCVU5bm4uOCnn37C0aNHUbduXa30lUhbqvt5tjL17t0bFy5cULk/rIGBAQIDAxEZGYmhQ4dWYu9IFypjLAy8CnhGRUXh008/ha2trcqyEokEPj4+WL9+Pc6ePYumTZtq3F515ezsjAsXLuDjjz8WltWX17FjRxw6dAjff/+91vak9PX1RbNmzYQ8ZQE6ImXkr8fee+893XTk/9N0TAy8GuOvWrUKGzZsUPnQc5cuXfDPP/9g8uTJ5e4nUUVwcnLC2bNn8dNPP8HV1bXEcrVq1cKgQYMQGRmJuXPnarUPp0+fFpbA1tfXR1BQkFaOHRQUJIz7IyMjcfXqVaVl33zzTZw/fx59+vQp8Xzp4OCA5cuX4/Dhw+UKDPfr1w/R0dFYtWoVevfujQYNGsDIyAimpqZo3rw5xo0bh9OnT2PHjh2oXbs2nj17JtRnUJqIiEh7JFL5x1SJqqi4uDhERETg0aNHyM3NRd26ddGiRQt06tRJ5Y0hdWRlZeHKlSuIi4tDYmIisrOzYWpqCicnJ3h5eZVplnFNlZeXh/PnzyM+Ph7JycnIzMyEmZkZLC0t0bRpU7i7u5d7wC6VSnH16lVER0cjKSkJL168gJmZGRwcHODu7g4PDw/o6+tr6R1RTVZYWIibN2/i2rVrePbsGZ4/fw5jY2PUrVsXrq6u8Pb2VpiZWFH69Okj7MO5bt06tWeD5ufny1YMSElJgb6+PhwcHNC2bVu0adOmorpMpDU8z2omISEBp06dwsOHD5GVlQULCws0adIEvr6+fPjkNVaRY+EiUqkUsbGxuHLlCpKTk5Geng5DQ0PUrVsXzs7O8PHx0Xgv25ooIyMDp06dQlxcHNLT02FiYoIGDRqgY8eOaq0SpKkXL16gXr16spVerK2t8ejRI9SqVUvrbRFVJKlUClNTU2GP9Dt37qBRo0YaHePKlSuy3ympVIoGDRrA19dXo+MQVQU3btzAlStX8PjxYxQWFsLGxgYNGzZE586dla5iUlM9ffoUJ06cwOPHj5GZmQkrKyu0bt0aHTt21Mm9n9DQUOFB0Xnz5mn94QAibcjPz0dsbKyQ5+bmxhX0iEglXf92MChNRERUCZo1a4Zbt27J0sePHy/TjDYiIiJ6vaxatUpYinjKlCkICQnRYY+IyiYhIQGOjo6ytKGhITIzM8u0JC8RUUWZOnUqli9fLkuHhoaiX79+OuwRkXK6DiwRUfWk698OLt9NRERUwZ49e4a4uDghT5d7+REREVH18euvvwrp8ePH66gnROUTEREhpJs2bcqANBFVKc+fPxf2wjYwMECHDh102CMiIqKahUFpIiKiCrZt2zYUFhbK0u7u7rCxsdFhj4iIiKg6OHr0KC5fvixLd+/eHS1atNBhj4jKbsuWLULaz89PRz0hoteFJguESqVSfPjhh0hNTZXlBQQE8NqdiIhIixiUJiIiqkA3b95U2H9q+PDhOuoNERERVReZmZmYMmWKkDdt2jQd9YaofLZt24Zdu3YJeRwTE1FF69WrF9asWYPMzEyV5Z48eYK3335beHhGIpEonIeJiIiofLinNBERkRadOXMGGRkZSEpKwsmTJ7Fp0ybk5OTIXre1tcW///4LKysrHfaSiIiIqpozZ87g5cuXyMnJwa1bt/Dzzz/j9u3bstc7dOiAc+fO6bCHROrJzs7G6dOnkZubi4cPH2Lfvn04cOCAUKZHjx44evSojnpIRK8LFxcX3Lt3D6ampujduzd8fHzQuHFj1KlTB5mZmXj8+DFOnTqF/fv3Izs7W6j70Ucf4aefftJRz4lKp+t9YYmoetL1bweD0kRERFpUdNGrjIGBAXbu3ImBAwdWcq+IiIioqlM1hjA0NMT58+fRtm3bSu4Vkebu3r2LRo0alfi6vb09zpw5A1dX10rsFRG9jlSdW1UJDAzE5s2bYWxsXAG9ItIOXQeWiKh60vVvB5fvJiIiqgSOjo7Yu3cvA9JERESkEUNDQ6xbt44BaaoRvL29cfr0aQakiahSODk5aVTe2toaS5YswY4dOxiQJiIiqgB8bIaIiKgCWFhYwMbGBl5eXujduzfeeecdmJiY6LpbREREVA0YGRnB0dER/v7+mDp1Klq1aqXrLhFpTE9PD5aWlrC3t4evry/eeustBAQE6LpbRPQaOX36NK5evYqjR48iIiICsbGxePjwITIyMlBYWAhLS0vY2NjA29sb/v7+CAwMhLm5ua67TUREVGNx+W4iIiIiIiIiIiIiIqJqQtdL8BJR9aTr3w4u301ERERERERERERERERERBWGQWkiIiIiIiIiIiIiIiIiIqowDEoTEREREREREREREREREVGF4QYDRERERERERERERERERK+RnJwcXLlyBdHR0UhNTcXLly9hYWEBOzs7eHl5oUmTJpBIJLruZqXIz8/H9evXcf36dTx79gyZmZkwNzeHjY0N2rRpA3d3d+jpaWee7+PHj3H27Fk8efIEaWlpMDMzQ6NGjeDr6wtbW1uttFFVMShNRERERERERERERERE9Bq4dOkSQkJCsGvXLuTk5JRYrn79+hg7diwmT54MKysrtY7t4uKCe/fulblvx48fR7du3cpcX1OxsbFYtmwZfv/9d7x48aLEclZWVhg1ahSmTp2KBg0aaNxOYWEhtm3bhsWLFyMyMlJpGYlEgl69euHLL79Ep06dNG6jOuDy3UREREREREREREREREQ1WGFhIWbOnAkfHx/8/vvvKgPSAPDo0SMsWLAA7u7u+Pvvvyupl5Vn+fLlaN26NVauXKkyIA0Az549Q0hICDw8PLBp0yaN2klMTETXrl0xYsSIEgPSACCVSnH48GF06dIF06dPR2FhoUbtVAecKU1ERERERERERERERERUg33wwQdYs2aNQr6pqSlcXV1hYmKClJQU3LlzB1KpVPb606dPMWDAAPz555/o27dvZXa5wnzzzTeYM2eOQr6RkRHc3Nxgbm6OtLQ0xMXFoaCgQPb68+fP8d577yE3Nxfjxo0rtZ0nT56gY8eOCrPHJRIJGjduDCsrKyQnJyM+Pl72mlQqxZIlS/D8+XOsXLmyHO+y6pFIi//LIiIiIiIiIiIiIiIioiorPz8fsbGxQp6bmxsMDDgPkZTbtWsXgoKChDx3d3csWbIEvXv3Fv7tJCUlYcWKFfjmm2+Qm5sry7e1tUVMTAwsLS1LbKf48t329vb47bffNOpnu3btVB5fGy5cuIAOHToIgXcnJycsXrwYgwcPRq1atWT5z58/x8aNGzFnzhw8f/5clm9sbIwbN27A1dW1xHby8/PRvXt3nDp1Spanr6+PqVOnYtq0aahXr54s/8GDB1i4cCFWrFgh9GvdunUYPXp0ud9z8T7p8reDQWkiIiIiIiIiIiIiIqJqQteBJap+WrVqhRs3bsjS3t7eCA8Ph5mZWYl1jh07hjfffBP5+fmyvG+//RazZs0qsU7xoHTDhg1x9+7d8ndeywICAhAaGipLu7i44Ny5c7C3ty+xzo0bN9CpUychMD1+/Hj8+uuvJdZZv349xowZI0vr6elh+/btCAwMLLHO2rVrhRnY9vb2uH37tsr/T5rQ9W8H95QmIiIiIiIiIiIiIiIiqoHu3LkjBKQB4Jdffik10Nm9e3eMHTtWyNu/f7/W+1eZsrKycOTIESFv8eLFKgPSAODh4aEQjC/ts1i4cKGQ/u9//6syIA0AY8eOxciRI2Xpp0+fYvny5SrrVCcMShMRERERERERERERERHVQDExMULayckJ7du3V6vukCFDhHRcXJzW+qUL9+7dQ05OjixtaGiI/v37q1VX/rNISEhAVlaW0rL//vsvbt26JUsbGBhg+vTparUze/ZsSCQSWXr16tVq1asOGJQmIiIiIiIiIiIiIiIiqoGePXsmpBs0aKB2XWdnZyGdlpamlT7pivxnYWNjAxMTE7Xqyn8WQMmfx4kTJ4S0t7c3HB0d1WqnadOmaNq0qSx97949XLp0Sa26VR2D0kREREREREREREREREQ1UJ06dYT0y5cv1a4rX9bGxkYrfdIVbX4Wenp6sLKyUlr2/v37QrpNmzZqt6Os/L59+zSqX1UxKE1ERERERERERERERERUA7Vt21ZIR0dHIzMzU62658+fF9I+Pj5a65cuNG3aVJgZnZaWpvaS5PKfRatWrWBsbKy0bEpKipAuKXhdEmtrayF95coVjepXVQxKExEREREREREREREREdVATk5O8PX1laVzcnLw448/llovJycHy5cvF/LGjh2rcfvJycm4evUqTp48iavQWrgFAAAgAElEQVRXr+LBgweQSqUaH0cbjIyMMGjQICFvyZIlpdaTSqVYvHixkKfqs9DTE8OvBQUFGvQSyMvLE9LR0dEa1a+qGJQmIiIiIiIiIiIiIiIiqqEWLVokBEq//PJLbNy4scTyaWlpCAwMFIKhAQEBCAgIULvNxMREuLu7w9bWFp6envDz84OnpyecnZ1hY2ODgQMHYseOHRoHbMtr/vz5MDU1laVXrVqFb7/9tsRAeXZ2NsaPH4+wsDBZnpeXFyZMmFBiG/IzoxMTEzXqo3z5+Ph45OTkaHSMqkgi1dXjCERERERERERERERERKSR/Px8xMbGCnlubm4wMDAotW5hQQFepCRXVNeomNrWNtDT19d1N2RWrFiBjz76SAi+tm/fHoMHD0azZs1gYmKC5ORkREREYMuWLXj27JmsXK9evbBnzx6YmZmpbMPFxQX37t3TqF+urq5Yu3Yt/Pz8NHtD5bBv3z4EBQUhNzdXlte8eXMMHToUHh4eMDc3R1paGi5fvowtW7bg0aNHsnJt27bF33//DXt7+xKPv27dOmEmdcuWLXHjxg21++fk5CS0CQAPHz5E/fr11T6GMuX57dAGBqWJiIiIiIiIiIiIiIiqifIEltITn2LNfzVfgpk0N+5/a1HHruTApS4cO3YMkyZNws2bN9Uq37hxY0yfPh3vv/++wpLUypQlKA0A+vr6+P777zF58mSN65bVlStX8PHHH+Off/5Rq7yDgwMmTZqEadOmoVatWirLxsbGomnTpkLe9evX4eHhUWo7J0+eVBqg//fff9GsWTO1+loSXQeluXw3ERERERHVCC4uLpBIJCr/jI2NUadOHTRu3Bi+vr4YNWoUFi9ejDNnzijs2URERERERERUk3Tv3h0XLlzAp59+Cv1SZnE7Ozvj008/xfDhw9UKSBexsLDA22+/jbVr1+LixYtISUlBXl4e0tPTER0djbVr16Jz585CnYKCAkydOhXbtm0r0/sqC09PT5w8eRKLFi2CiYmJyrLW1taYOnUqxo0bV2pAGngV6HV3dxfyZs2aVWq9wsJCzJ49W+lrGRkZpdav6hiUJiIiIiKi10ZOTg6eP3+O+Ph4nD17Fps2bcKMGTPQuXNn2NnZYezYsbh69aquu6nUvHnzhAB7eHi4rrtERERERERE1cjKlSvh6uqKpUuXlrqX8/379zFx4kS4uLhg3bp1ah1/yZIlePToEbZv344xY8agXbt2sLKygoGBASwsLNC8eXOMGTMGp06dwu7du1G3bl1ZXalUirFjx+LJkyfleo/q2rVrF5o1a4YZM2bg5cuXKsumpKRgxowZaNSoERYuXIjCwsJSj//JJ58I6dDQUMycObPE8oWFhfjoo49w+vRppa+X1sfqgEFpIiIiIiIiAGlpaVi3bh08PT0RFBSksH8TERERERERUXWUl5eHwMBAfPjhh0hISAAAWFlZ4csvv8T58+eRmpqK3NxcPH78GPv27cOgQYMgkUgAAM+ePcPYsWPx2WefldpOUFAQzM3N1erToEGD8NdffwmzlLOysvDNN9+U4R1qZvLkyQgKCsLt27cBAGZmZpg6dSpOnjyJlJQU5ObmIjExEYcOHcLo0aNly1tnZmZi1qxZGD58eKlB/VGjRqFr165C3qJFi9ClSxfs3r0biYmJyMvLQ0JCArZv3w4fHx+sXLkSAIRgfRF1P9eqjHtKExERERFRjSC/d9XSpUvRpk0boUxeXh5SU1ORlpaGe/fu4ezZs7h48aLSJ45tbGywc+dOdOvWraK7rpZ58+Zh/vz5svTx48erTN+IiIiIiKjycE/p6qEq7Sk9btw4rF27Vpb28fHB3r174eDgUGKdffv2YejQocjOzpblrVu3DqNHj9Zq3+Svda2srJCUlKR0yfAzZ86oPWO4c+fOMDY2Vsj/+uuv8cUXX8jSTZo0wYEDBxT2gC7u7NmzCAgIQEpKiizvyy+/FPqtzOPHj9G1a1dZ8FsdBgYG+OOPPzBgwAAhPz4+Hi4uLmofRxld7ynNoDQREREREdUI8kFpdYO2L1++xObNm7F8+XJER0cLr5mYmOCvv/6Cn5+ftrurMQaliYiIiIgIYFC6uqgqQenw8HD4+/vL0nZ2drhx4wZsbW1Lrbtu3TqMHft//16sra3x4MGDUvdg1kRqaipsbW2FmccRERHw8fFRKCt/3a+KsiBuXFwcWrRogfz8fABArVq1EBkZiWbNmpV6vLCwMPTs2VOWNjQ0RHx8POrXr6+yXkpKCoKDg3HkyJFS27C1tcWGDRvg5eWFevXqCa+lpqYqnUGtCV0HpSunFSIiIiIioirKxMQE48ePx5gxYzB9+nSEhITIXnv58iWCgoIQGRmpcEFIRERERERU3dS2tsG4/60tvSCVW21rG113AQDw448/CukpU6aoFZAGgPfeew+LFi3CrVu3ALwKsO7evRsjRozQWv8sLS3h5eWFCxcuyPJiYmKUBqXL65dffpEFpIFXS2yrE5AGgB49eqBnz544evQogFcrsW3YsAGzZ89WWc/a2hqHDx/GoUOHsGLFChw7dgwvXrwQyjg6OuKdd97BtGnTYG9vj5s3byoco7wB6aqAQWkiIiIiIiK8WiJr2bJlaNCgAaZNmybLT0pKwmeffYbffvtNh70jIiIiIiIqPz19/Soxe5cqh1QqxbFjx4S8gIAAtevr6emhX79+sqA0AJw8eVKrQWkAaNCggRCUTkpK0urxi4SFhQlpTT6LovJFQWng1WdRWlC6yJtvvok333wT+fn5uHfvnuw9Ojk5wdHRUViuPCoqSqjr7e2tUT+rKgaliYiIiIiIipk6dSpOnTqFPXv2yPK2bNmCL774Qu0nqB8+fIibN28iPj4e6enpAF7ti1W/fn288cYbsLS0rJC+l1VMTAwiIyORlJSE9PR0WFlZwdHREZ07d4aVlZWuu0dERERERERlkJqaKrsmLdKoUSONjiFf/tGjR+XulzxDQ0MhnZeXp7Tc3bt3y9VOfHy8kNbFZ2FgYABXV1e4urqWWOb69etCmkFpIiIiIiKiGmrp0qXYu3cvCgsLAbx6uvzXX3/FsmXLlJbPz8/H0aNHsWvXLhw9elTlHlcSiQQdO3bE9OnTMWDAAEgkkhLLyu/9VVxJ+UWkUqnK1zMyMvD9999j48aNChfmRfT19dGlSxcsWLAAXbp0UXk8IiIiIiIiqlpycnIU8jTdP1g+YFx872dtefLkiZBWd3lxTcl/HlXxswCAAwcOCOm+fftWSDuVTa/0IkRERERERK+Xxo0bKyzj9eeff5ZYftiwYejbty/Wrl2rMiANvAoWnz17FoMGDUJgYCAyMzO10mdNhIaGwtXVFfPmzSsxIA28usAODw9H165d8cEHHwh7bxEREREREVHVZm1trZD3+PFjjY4hPxtY2wHjnJwcYelu4NVy3hVB/vOoap8FAMTGxuLy5cuydIsWLdCpUyett6MLDEoTEREREREpMXjwYCEdHx9fYsA5OztbIc/W1hbu7u7o0KED2rRpAxsbG4Uyu3fvxoABA2QzsivDqlWrMHDgQCQmJgr5pqamaNGiBXx8fNCkSRNhP6uieoGBgaXOwCYiIiIiIqKqwcjICPXq1RPy5PeYLo38Psyqlp0ui23btiErK0uWrlWrVoUFYV1cXIR0VfssAGDOnDlCety4cVpvQ1cYlCYiIiIiIlKiQ4cOCnlXrlwpsbyNjQ0mTpyIAwcOICkpCYmJibh58ybOnTuHq1evIikpCbGxsZg1axaMjY1l9cLCwvDDDz8oPWabNm1w5MgRHDlyBO+++67w2tKlS2WvKftTJiwsDB9++KGwxFhAQADCw8ORnp6OqKgoREREIDY2FklJSVi0aBFq164tK7t3714sXry4xM+AiIiIiIiIqpYePXoI6eXLl6u9CtaJEydw9uxZlccrjydPnmD27NlCXu/evWFqaqq1NoqT7/uqVavw4sULterGxsZi165dKo9XXnv27MGOHTtkaVdXV0ycOFGrbeiSRMrH3ImIiIiIqAZwcXERZjIfP34c3bp1K/PxpFIpLCwskJGRIcv7/vvvMW3aNIWyZ8+ehaenpxBsVuXq1avo0aMHnj17BgCoX78+7t69q3I/q3nz5mH+/PmytKbvLy0tDS1atJDt1aWnp4fVq1djzJgxKutFRUWhW7duSEpKAvDqSft79+7BwcFB7baJiIiIiEh78vPzERsbK+S5ublpvD8uvR4OHTqEPn36CHnvv/8+Vq5cqbBCVnFxcXHw8/MTlrh2c3NDdHQ09PX1hbIJCQlYuXIlpkyZAktLS7X6dffuXQwcOBCRkZGyPIlEgosXL8LLy0utY2gqKioKrVq1ElYr69evH3bt2qXyej4xMRE9evTAjRs3ZHmWlpaIj49HnTp1Sqx369YtuLm5QSKRlNq3PXv2IDg4WNj3+vDhw+jVq1epddWl698OzpQmIiIiIiJSQiKRKOw3lZCQoLTsG2+8oXZAGgDatm0rzDh+9OgRDh8+XLaOqmnlypWygDQAfPPNN6UGpAHA3d0dGzZskKVzc3Px008/VUQXiYiIiIiISMvefPNN+Pv7C3mrV6+Gn58fwsLCFGZNp6Sk4Pvvv4e3t7fCnsvffvutQkAaeLUv9IIFC+Ds7IwRI0Zg9+7dJe7XHBcXhzlz5qBt27ZCQBoAJk+eXGEBaeDV9e2oUaOEvAMHDqB9+/b4888/hYAwALx48QJr166Fp6enEJAGgM8//1xlQLqoTPPmzfHNN9/g+vXrwqplAFBQUIDjx48jMDAQgwcPFtqfOnWqVgPSVQFnShMRERERUY2g7ZnSABQukidMmIAVK1aU65hFMjMzUadOHdlF6ezZs/H111+XWL48M6ULCgrg7Owsuyng7OyMuLg4GBoaqt1fLy8v2fLlzZs3R3R0tNp1iYiIiIhIe3Q925GqnydPnsDX1xfx8fEKr5mbm6NRo0YwMTFBSkoK7ty5A2Whw08++QRLly5Vevy7d++iUaNGCvnW1taws7ODhYUFXr58iYSEBNkqXPKCgoKwbds2lbO3tSEzMxPdunXDxYsXFV4zNjaGq6srzM3NkZaWhri4OIVAMgAEBgZix44dpc6ADgwMxB9//CFLm5qaomHDhrCwsEBqaioePXqEzMxMhXrjxo3Dr7/+qvXPQte/HfyFIiIiIiIiKoG5ubmQzs3N1dqxzczMYGdnJ5t9rWq/6vKKjIwUnlIfNmyYRgFp4NW+XkV9/Pfff5GcnAwbGxut9pOIiIiIiIi0z8HBASdOnMDIkSMRHh4uvJaRkYHr16+XWNfQ0BBfffUVpk+frnG7KSkpSElJUVmmVq1a+PbbbzF16lS1lrkuLzMzMxw+fBjjx49X2CM6OzsbN2/eLLGuRCLBlClTsHDhwjL1NSsrS+UD3iYmJvjuu+8wefJkjY9dHXD5biIiIiIiohK8ePFCSNeqVavUOjdv3sT8+fMxYMAAuLm5wcbGBkZGRpBIJAp/xZcDT05O1nr/i5w6dUpIe3t7a3wMZ2dnIc2Z0kRERERERNVHgwYNEBYWhh07dqBbt26lzsKtU6cOPvzwQ1y/fh0zZsxQGYS1t7fHDz/8gIEDB8Le3l6t/jRs2BBz5szBnTt3MG3atEoJSBextLTEzp07cejQIfTv37/Uh7ZNTU3xzjvv4Pz581i2bBmMjIzUaue9995D//79FR54l2dlZYVJkybh1q1bNTYgDXCmNBERERERUYnS09OFtKoLyevXr+Pjjz/GyZMny9RWWlpameqpQz6A/Pbbb5f7mM+ePSv3MYiIiIiIiKjy6OnpISgoCEFBQXjx4gUuXryIO3fuIC0tDdnZ2bCwsIC1tTVat24Nd3d3tZePNjExwaRJkzBp0iQAQEJCAmJiYnD//n0kJycjKysLRkZGsLS0hJ2dHdq3bw9HR8eKfKtq6d27N3r37o2XL1/i8uXLiI2NRWpqKrKysmBubg5LS0u0bNkSbdq0KdMS1/3790f//v1RUFCA69evIyYmBo8fP0ZmZiYMDQ1hb28PDw8PeHp6Kt2ru6ZhUJqIiIiIiEgJqVSqMHu5pIvm0NBQDBkypFzLe+fk5JS5bmlKWy6tLOQD9kRERERERFR91K5dG/7+/vD399f6sevVq4d69epp/bgVxcTEBJ06dUKnTp0q5Pj6+vpo27Yt2rZtWyHHry4YlCYiIiIiIlLi33//RWZmppDn6uqqUO7WrVsIDAwUAtISiQQ+Pj7w9fVF48aN4eDgAGNjYxgbGwt133nnHTx9+rRi3kAxFTELu7CwUOvHJCIiIiIiIqKaiUFpIiIiIiIiJc6fP6+Q5+npqZA3c+ZMYZazj48PNm7ciObNm5faRmXtmWVqaiqkFy5ciHbt2pXrmC1btixXfSIiIiIiIiJ6fTAoTUREREREpMSuXbuEdJMmTeDk5CTkZWRk4MCBA7K0vb09/v77b1haWqrVRmpqavk7qgYbGxsh3ahRI/Ts2bNS2iYiIiIiIiIiUm+HciIiIiIiotfInTt3cPDgQSFv0KBBCuUuX74sLNsdHBysdkA6Li6uQveRLq5Ro0YKbRMRERERERERVRYGpYmIiIiIiOR8+umnwp7Jenp6GD9+vEI5+f2gmzVrpnYbx44d06hPenri5ZtUKlW7rr+/f7naJiIiIiIiIiIqDwaliYiIiIiIigkJCcGePXuEvJEjR6JJkyYKZeUDw8VnTasilUqxYsUKjfplZmYmpLOystSu6+PjI8zgPnbsGKKiojRqn4iIiIiIiIiorBiUJiIiIiIiApCfn49PPvkE06ZNE/IdHBywaNEipXUcHByE9OnTp9Vqa8WKFbh69apG/bOyshLS8fHxatc1NDTElClTZGmpVIoPPvgAeXl5GvWBiIiIiIiIiKgsGJQmIiIiIqLXWnZ2NlavXo3WrVtj2bJlwmumpqbYtWsX7OzslNZt164djIyMZOndu3fjn3/+UdleaGioQuBbHS1bthTSf/zxh0b1J0+eDHt7e1n69OnTCAwMRHp6utrHyMzMxI8//oi1a9dq1DYRERERERERvd4MdN0BIiIiIiKiinDp0iXk5+cLeXl5eUhLS0NaWhru3r2Lc+fO4eLFi0qXwra3t8euXbvQqVOnEtswMzPDkCFDsHXrVgBAQUEB+vbtiyVLlmDkyJEwNjaWlY2NjUVISAh+/fVXFBYWws7ODgUFBUhJSVHr/Xh6esLGxgbJyckAgPDwcHTv3h1vv/02nJ2dheA4APTs2VNI16lTBzt37kSPHj1kM6T37duHli1bYurUqQgKCoKzs7NCuw8ePEBERAT+/PNP7N+/H8+fP8fcuXPV6jMREREREREREQBIpPKboBEREREREVVDLi4uuHfvnlaONWzYMISEhCgsz63M7du34eXlhefPnwv5xsbGaNq0KWrVqoWEhAQ8fPhQ9pq+vj7279+PDz/8UNbnhg0b4u7duyrb+uqrr/Dll1+q9R5KutTbtm0bRo8ejezsbIXX6tWrBzs7O9SqVQvp6elITExEamqqQrm5c+di3rx5avWDiIiIiIi0Kz8/H7GxsUKem5sbDAw4D5GISqbr3w7+QhEREREREeHVns1DhgzBpEmT4OHhoXY9V1dX7Ny5E0OGDEFGRoYsPzs7G9euXVMob2xsjA0bNqBv374a9/Hzzz/HrVu38Ntvv2lct8iwYcPg5uaG4cOH49atW8JrCQkJSEhIUFlfX18fjo6OZW6fiIiIiIiIiF4/DEoTEREREdFrw8jICMbGxrC2toaDgwPc3Nzg4eGBTp06oX379jA0NCzTcXv37o0LFy5g+vTp2L9/v9IyBgYGGDhwIL755hs0bdq0TO3o6+tj8+bNmDBhArZu3YoLFy7gzp07ePHiBXJyctQ+Trt27RAVFYUtW7bgl19+wYULF1BQUFBi+Vq1aqFTp074z3/+g+HDh6NevXpl6j8RERERERERvZ64fDcREREREZEWJSQk4NSpU3j48CGysrJgYWGBJk2awNfXF3Xr1tV195RKT0/HuXPn8PjxYyQnJyMvLw+1a9eGnZ0dmjdvjmbNmgn7YxMRERERke7oegleIqqedP3bwaA0ERERERERERERERFRNaHrwBIRVU+6/u3Qq5RWiIiIiIiIiIiIiIiIiIjotcSgNBERERERERERERERERERVRgGpYmIiIiIiIiIiIiIiIiIqMIwKE1ERERERERERERERERERBWGQWkiIiIiIiIiIiIiIiIiIqowDEoTEREREREREREREREREVGFYVCaiIiIiIiIiIiIiIiIiIgqDIPSRERERERERERERERERERUYRiUJiIiIiIiIiIiIiIiIiKiCsOgNBERERERERERERERERERVRgGpYmIiIiIiIiIiIiIiIiIqMIwKE1ERERERERERERERERERBWGQWkiIiIiIiIiIiIiIiIiIqowDEoTEREREREREREREREREVGFMdB1B4iIiIiIiIiIiIiIiIiocrx48QKnT5/Gw4cPkZycDAMDAzg5OcHb2xtubm5abefMmTO4desWnj9/DhMTEzRs2BC+vr5wdHTUWjtUPTAoTURERERERERERERERFTDnT17FvPnz0dYWBjy8/OVlvHw8MBnn32Gd999FxKJpEztxMfH48svv8SOHTuQm5ur8LpEIoGfnx/mz5+Prl27lqkNqn64fDcRERERERERERERERFRDZWfn4+JEyfC19cXhw4dKjEgDQA3btzAqFGj0KdPH6Smpmrc1o4dO+Dh4YHffvtNaUAaAKRSKcLDw9GtWzfMnDkTUqlU43ao+mFQmoiIiIiIiIiIiIiIiKgGKigowIABA7BixQqF1xwdHeHt7Y3mzZvD0NBQeO3w4cPo1asXMjMz1W5r586dCA4ORlZWlpBva2sLLy8vODk5CbOvpVIpFi1ahGnTpmn4rqg6YlCaiIiIiIiIiIiIiIiIqAaaM2cODh48KOQFBATg2rVrePToES5cuIDo6GgkJSUhJCQEtWvXlpW7dOkSJk6cqFY7t2/fxujRo1FYWCjLa9OmDY4dO4bExERcunQJDx48QHR0NAYPHizUXb58OXbv3l2Od0nVgUTKOfFERERERERERERERETVQn5+PmJjY4U8Nzc3GBgY6KhHVFXFxcWhefPmKCgokOVNmjQJP/zwQ4l1Ll++jO7duyM9PV2Wd+HCBXh7e6tsa/jw4di6dass3b59exw9ehQWFhYKZaVSKSZMmIBVq1bJ8lxdXfHvv/9q9d/xhg0bMHr0aKHd15mufzs4U5qIiIiIiIiIiIiIiIiohlmyZIkQkG7Xrh2WLVumso6XlxdCQkKEvFmzZqmsc/PmTWzfvl2WNjIywsaNG5UGpAFAIpHghx9+gJubmyzv9u3bWL9+vcp2qHpjUJqIiIiIiIiIiIjo/7V3dyFSlu8fwK/H2XU3Z9UyjHxZoW3DlwKF3ighjDrJIgLLTELRhSAoUCjzxIMiyrIiT6IX7aSTpINIk6A3DHoDCwolMbV0c7dyW+Q3rqvuus7v4I/zZ2bHdaZfj9uMnw/swXXPfT/3NSdz8t37fgCgzmzdurWofuqppyKTyZx33bJly6K1tbVQf/rpp/Hrr7+ec/7bb79ddG33kiVLYvbs2SPu0dzcHGvXri0a27Rp03l7o3YJpQEAAAAAAKCO7N27N/74449Cnclk4u67765obSaTiYULFxaNjfTO59Lwu6Ojo6J9Hnzwwchms4V6586d0d3dXdFaao9QGgAAAAAAAOpIZ2dnUd3e3h7jxo2reP3cuXOL6tLg+ay9e/fG/v37C3U2m41bb721oj1K5+bz+di+fXvFPVJbhNIAAAAAAABQR3p7e4vqSZMmVbX+8ssvL6p/+OGHsvNKx2+66aZoaGioeJ/58+dXtA+1TygNAAAAAAAAdWTMmOIIcGhoqKr1g4ODRXUul4uurq5h8/bs2VNUz5kzp6p9SueXPo/6IZQGAAAAAACAOlJ6MvrIkSNVrS83v1xgvHfv3qK6tbW1qn1K55c+j/ohlAYAAAAAAIA60tbWVlQfPHgwenp6Kl7/3XffDRv7888/h42VhtfTp0+veI+IiGnTphXV1fRIban8UncAAAAAAABqVn4oH0P/OTXabVwUMhObIskko7Z/W1tbTJ06Nbq7uwtjW7Zsiccee+y8a/v6+uLDDz8sO36+sWw2W1WfpfMHBwfj1KlT0dTUVNVz+PcTSgMAAAAAAFwEhv5zKv54cedot3FRuHLNjdEwqXlUe7jvvvvitddeK9Tr16+Phx9+OC699NIR1z3//PORy+WGjVcSSjc3V/edL7nkkrLPFErXH9d3AwAAAAAAQJ1ZvXp1jBnz/1FgV1dXLFq0KI4fP37ONe+880688MILZT87ceLEsLGTJ08W1WPHjq2qx3Lhc7l9qH1CaQAAAAAAAKgz7e3tsXbt2qKxzz//PK699tp4/fXX4+DBgzEwMBBHjx6Nzz77LBYvXhzLli2LoaGhSJIkJk6cWLS2paVl2B6lJ6MHBgaq6vHUqeHXyY902nrBggWRJElFfytWrChaW+m6JElix44dVX0Pzs/13QAAAAAAAFCHnnnmmdi1a1ds27atMHbo0KF49NFHR1z39NNPxwcffBDff/99Yazctd+lQXXpyenzKXcqulz4Te1zUhoAAAAAAADqUCaTiffffz9Wr14dmUzmvPMbGxvjueeei3Xr1g17X3QlofRIV4OXUzq/oaGh6vdSUxuclAYAAAAAAIA6lclk4pVXXolHHnkkXnrppfjoo4+iu7u7aE42m41FixbF6tWrY968eRER0dvbWzSnvb192LOvuOKKovrw4cNV9dbV1VVUT548ecT5L7/8chw9erSiZ3/88cexYcOGQv3JJ59U3NfcuXMrnktlhNIAAAAAAAAXgczEprhyzY2j3eu6DYkAAAc5SURBVMZFITOxabRbGGbWrFmxadOmiPi/8PjIkSPR398fU6ZMidbW1hg7dmxhbk9PT/z111+FOpvNxuzZs4c9c+bMmUV1Z2dnVT2Vzp81a9aI86+//vqKn10akN95552VN8Y/TigNAAAAAABwEUgySTRMcjUyEdOnT4/p06ef8/Ndu3YV1fPmzSt7/XdpiPzTTz9V1ceePXtGfB71wzulAQAAAAAAgILt27cX1XfddVfZeWev+j5r586dcfr06Yr3+eqrr0Z8HvVDKA0AAAAAAABERMTQ0FC89957hTqTycSKFSvKzp01a1ZcffXVhfr48ePx9ddfV7TP8ePH45tvvinUSZLEPffc8ze75t9OKA0AAAAAAABERMSbb74Zv/32W6FeuHBhTJ069Zzz77333qJ68+bNFe2zZcuW6OvrK9Q33HDDiPtQ24TSAAAAAAAAQBw4cCDWrVtXqBsbG2P9+vUjrlm5cmUkSVKo33333WHvii518uTJYc/t6Oj4Gx1TK4TSAAAAAAAAUIc6Ozujv7+/orl79uyJO+64I3p7ewtjTz75ZMyZM2fEddddd10sXry4UA8MDMTy5csjl8uVnZ/P52PVqlWxb9++wlhbW1usXLmyoj6pTUJpAAAAAAAAqENbt26NGTNmxKpVq+KLL76IEydODJuza9euWLNmTcybNy8OHTpUGL/llluKTk2P5Nlnn41x48YV6p07d8Ztt90WO3bsKJr3888/x/333x9vvPFG0fj69eujsbGxim9GrWkY7QYAAAAAAACAdPT29sbGjRtj48aNkclk4qqrrorLLrssTpw4Eb///nvRyeizbrzxxti2bVs0NzdXtEd7e3ts3rw5li5dGvl8PiIifvzxx7j99ttj8uTJMWPGjDhy5EgcPny48PlZjz/+eDzwwAP/+xflX00oDQAAAAAAABeBoaGh2L9//zk/T5IkOjo64tVXX41sNlvVs5csWRL5fD46OjqKTmT39PRET09P2TVPPPFEvPjii1XtQ21yfTcAAAAAAADUoQULFsTy5cvjyiuvHHFeU1NTLFq0KL799tt46623qg6kz3rooYdi9+7dsXTp0hGv4z57tfeGDRsiSZK/tRe1JcmXnpEHAAAAAADgX+n06dOxb9++orFrrrkmGhpcjsvIfvnll9i9e3d0dnZGLpeLiIhJkybFzJkz4+abby56J/Q/IZfLxZdffhn79u2LY8eORXNzc8yYMSPmz58f06ZN+0f34vxG+7fDLxQAAAAAAADUuba2tmhra7tg+02YMCEWLlx4wfbj38313QAAAAAAAACkRigNAAAAAAAAQGqE0gAAAAAAAACkRigNAAAAAAAAQGqE0gAAAAAAAACkRigNAAAAAAAAQGqE0gAAAAAAAACkRigNAAAAAAAAQGqE0gAAAAAAAACkRigNAAAAAAAAQGqE0gAAAAAAAACkRigNAAAAAAAAQGqE0gAAAAAAAACkRigNAAAAAAAAQGqE0gAAAAAAAACkRigNAAAAAAAAQGqE0gAAAAAAADUiSZJhY/l8fhQ6AWrJmTNnho2NGXPhomKhNAAAAAAAQI0oFyINDg6OQidALSn9nUiSpOw/uaRFKA0AAAAAAFAjkiSJsWPHFo319fWNUjdArcjlckV1Y2OjUBoAAAAAAIDyxo8fX1TncjlXeAPndPr06WGh9MSJEy9oD0JpAAAAAACAGlIaSg8ODkZXV5dgGhhmYGAgDh06NOyd0hc6lG64oLsBAAAAAADwP2lubo7Gxsaid8QeO3YsDhw4EBMmTIiWlpZoaGgo+/5poL7l8/kYGhqK/v7+6Ovri/7+/mH/sJLNZqOxsfGC9pXk/dsMAAAAAABATenv74/Ozk6no4GqNDY2RmtrazQ1NV3QfYXSAAAAAAAANUgwDVSjqakpWltbL/gp6QihNAAAAAAAQM3q7++P7u7uoqu8AUqNHz8+pkyZEplMZlT2F0oDAAAAAADUsHw+H6dOnYpcLhfHjh2LgYGB0W4JGGWZTCZaWlqipaUlstnsqIXRZwmlAQAAAAAA6kg+n48zZ8641hsuQkmSxJgxYyJJktFupYhQGgAAAAAAAIDUjBntBgAAAAAAAACoX0JpAAAAAAAAAFIjlAYAAAAAAAAgNUJpAAAAAAAAAFIjlAYAAAAAAAAgNUJpAAAAAAAAAFIjlAYAAAAAAAAgNUJpAAAAAAAAAFIjlAYAAAAAAAAgNUJpAAAAAAAAAFIjlAYAAAAAAAAgNUJpAAAAAAAAAFIjlAYAAAAAAAAgNUJpAAAAAAAAAFIjlAYAAAAAAAAgNUJpAAAAAAAAAFIjlAYAAAAAAAAgNUJpAAAAAAAAAFIjlAYAAAAAAAAgNUJpAAAAAAAAAFIjlAYAAAAAAAAgNUJpAAAAAAAAAFIjlAYAAAAAAAAgNUJpAAAAAAAAAFIjlAYAAAAAAAAgNUJpAAAAAAAAAFLzXzEPWGqqXEBgAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] @@ -1125,7 +1132,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAB3QAAARHCAYAAAALAFK0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAuIwAALiMBeKU/dgAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nOzdd3RU1drH8V96DyFCCCUkVANI74gIgig2QEHBS1FBRNSLXpVXUBThqtdyLdeCGimighVQQYQoIiCCtCBFegiEkoQSkhDSz/tHFmNOMklmQiYzge9nrVmLfWafvZ8zM2dnOM/sfdwMwzAEAAAAAAAAAAAAAHA57s4OAAAAAAAAAAAAAABgHQldAAAAAAAAAAAAAHBRJHQBAAAAAAAAAAAAwEWR0AUAAAAAAAAAAAAAF0VCFwAAAAAAAAAAAABcFAldAAAAAAAAAAAAAHBRJHQBAAAAAAAAAAAAwEWR0AUAAAAAAAAAAAAAF0VCFwAAAAAAAAAAAABcFAldAAAAAAAAAAAAAHBRJHQBAAAAAAAAAAAAwEWR0AUAAAAAAAAAAAAAF0VCFwAAAAAAAAAAAABcFAldAAAAAAAAAAAAAHBRJHQBAAAAAAAAAAAAwEWR0AUAAAAAAAAAAAAAF0VCFwAAAAAAAAAAAABcFAldAAAAAAAAAAAAAHBRJHQBAAAAAAAAAAAAwEWR0AUAAAAAAAAAAAAAF0VCFwAAAAAAAAAAAABcFAldAAAAAAAAAAAAAHBRJHQBAAAAAAAAAAAAwEWR0AUAAAAAAAAAAAAAF0VCFwAAAAAAAAAAAABcFAldAAAAAAAAAAAAAHBRns4OAChPamqqfv31V0s5IiJCPj4+TowIAAAAAAAAAFBcdna2jhw5Yilfe+21CgkJcWJEAHBpIKELl/frr79q0KBBzg4DAAAAAAAAAGCHxYsXa+DAgc4OAwCqPZZcBgAAAAAAAAAAAAAXRUIXAAAAAAAAAAAAAFwUSy7D5UVERJjKixcvVtOmTZ0UDQAAAAAAAADAmv3795tun1f82i4AoGJI6MLl+fj4mMpNmzZVq1atnBQNAAAAAAAAAMAWxa/tAgAqhiWXAQAAAAAAAAAAAMBFkdAFAAAAAAAAAAAAABdFQhcAAAAAAAAAAAAAXBQJXQAAAAAAAAAAAABwUSR0AQAAAAAAAAAAAMBFkdAFAAAAAAAAAAAAABdFQhcAAAAAAAAAAAAAXBQJXQAAAAAAAAAAAABwUSR0AQAAAAAAAAAAAMBFkdAFAAAAAAAAAAAAABdFQhcAAAAAAAAAAAAAXBQJXQAAAAAAAAAAAABwUSR0AQAAAAAAAAAAAMBFkdAFAAAAAAAAAAAAABfl6ewAAAAAAAAAAAAAUHkMw1BBQYEMw3B2KEC14ubmJnd3d7m5uTk7FBMSugAAAAAAAAAAANWYYRjKyspSenq60tPTlZOT4+yQgGrNw8NDAQEBCgoKUkBAgDw8PJwaDwldAAAAAAAAAACAaiozM1PHjh1Tbm6us0MBLhn5+flKS0tTWlqaJCkoKEh169Z1WmKXe+gCAAAAAAAAAABUQ5mZmTp8+DDJXMDB0tPTlZCQ4LRzjYQuAAAAAAAAAABANXMhmct9coGqkZ2drUOHDik7O7vK+2bJZQAAAAAAAAAAgGrEMAwdO3asRDLXy8tLwcHBCgwMlJeXl9zc3JwUIVA9GYah/Px8nT9/Xunp6crMzDSdZ3l5eUpKSlLDhg2rNC4SugAAAAAAAAAAANVIVlZWiaVfg4KCVL9+fZK4wEXy8vKSr6+vatasqZycHB05ckQ5OTmW58+dO6fc3Fx5eXlVWUwsuQwAAAAAAAAAAFCNpKenm8peXl4kcwEH8Pb2VmRkpNzdzSnVs2fPVmkcJHQBAAAAAAAAAACqkeIJ3eDgYJK5gIN4enoqODjYtI2ELgAAAAAAAAAAAKwyDMO0/KskBQYGOika4PJQPKGbm5tb4h7WjkRCFwAAAAAAAAAAoJooKCgosa0q7+UJXI6Kn2OGYZDQBQAAAAAAAAAAQEnWkkgstww4VvF76ErWf1zhsP6rrCcAAAAAAAAAAAAAgF1I6AIAAAAAAAAAAACAiyKhCwAAAAAAAAAAAAAuioQuAAAAAAAAAAAAALgoEroAAAAAAAAAAAAA4KJI6AIAAAAAAAAAAACAiyKhCwAAAAAAAAAAAAAuioQuAAAAAAAAAAAAALgoErpANXPo0CG5ublZHvfcc4+zQwJQiaZNm2Y6x1etWlVm/aJ1e/fuXSUxVieMmQAAAAAAAACqOxK6AAAAAAAAAAAAAOCiSOgCAAAAAAAAAAAAgIsioQvgol3uS5rOnTvXdPxz5851dkgAUKrLfcy2RVRUlOX1iYqKcnY4AAAAAAAAuMyR0AUAAAAAAAAAAAAAF0VCFwAAAAAAAAAAAABcFAldAAAAAAAAAAAAAHBRJHQBAAAAAAAAAAAAwEWR0AUAAAAAAAAAAAAAF+Xp7AAAVK2MjAzt3LlTu3fv1qlTp3T+/HnVqFFDtWrVUocOHdS8eXNnh2iSmpqqdevW6fjx40pJSZGvr69q166t9u3bq2XLlhfVdnp6urZu3ao9e/YoNTVV2dnZ8vf3V82aNRUVFaWWLVuqTp06lXQkVaOgoEB//PGH9u3bp+TkZOXn5yssLEyNGjVSjx495OXl5ewQbebI996aHTt26K+//tLx48eVkZGhOnXqaNSoUWW+ZomJidq5c6fi4+N19uxZSVJoaKjq16+v7t27q2bNmpUepyvZs2eP/vzzT508eVKnT5+2vEctWrRQ27Zt5e3tXaF2Dx8+rD/++ENJSUk6e/asQkNDFR4erquvvlq1a9eu5KMoPI4NGzbo2LFj8vDwUFhYmLp06aIWLVpUSvtxcXHatWuXkpOTlZWVpbCwMEVERKhnz57y8/OrlD6K2rRpk/bv36/jx48rKytLkZGRuvvuuyu9n8qWnZ2t3377TYmJiTp+/Lg8PDzUuXNnXXvttaXuk5ubqz179mjXrl06ceKE0tPTFRAQoNDQUEVHR6tDhw7y9HSdr7s5OTlav369Dh06pJSUFBUUFKh27dpq1qyZunXrJg8PD2eHCAAAAAAALkPbtm3Tpk2blJycLB8fH4WHh6tHjx6Kioq6qHYvpevVTmcALm7Hjh2GJMtjx44dzg7JqeLj402vx+jRo8vdZ8+ePca0adOMbt26GZ6enqb9iz/Cw8ON559/3jh9+nS57UZGRpbZVmmPOXPmlNv2d999Z/Tq1avMeBs2bGi8/vrrRlZWlg2v3N82b95sDB482PD29i431kaNGhkPP/ywsXPnTlMbxd8Hex7x8fF2xWuLpKQk46GHHjKuuOKKUvsNCgoyRo0aZRw6dKjc9lq1amXad//+/XbHlJGRYQQGBlraCA0NNbKzs8vdzxHv/S+//GLa/7nnnjMMwzByc3ON//3vfyWO98LjzJkzpnZyc3ONZcuWGWPGjCn38+/m5mZ0797dWLRokVFQUGDz6/bcc8+Z2vnll1/KrF+07rXXXmtzPxWVkpJiTJo0yYiIiCjz+AMCAoxBgwYZS5cuten48/PzjVmzZhlXXXVVqW26u7sb3bp1M7777jub4y1rzFy+fLnRqVOnUvtr0aKFXX0VlZaWZjz99NNGvXr1Sm3f19fXGDRokLF9+3ab250zZ47V8TQzM9OYPn260ahRoxL91KhRwzAMx47Zthg9erTVsfDIkSPGuHHjjJCQkBJ9Dxw4sEQ7KSkpxrvvvmsMGDDANMaU9jkcM2aMsW/fPrvjs/Vhy9/h7du3G0OHDi0z3pCQEOPhhx82kpKS7H1pAQAAAMBlcC23auTm5hq7du0yPXJzc50dFlxUaddGDcMw5s+fb1x55ZWlXq/o2rWrsWbNGrv7rOzr1a7A2ecdCV24PL4EmNmb0P3+++8rdIG6fv36xh9//FFm245IDiQlJRm9e/e2q73mzZvbnHB86aWXDHd3d7tjfvrpp8t8H+x5VHZC94svvjCCgoJs7t/Hx8d45513ymzzlVdeMe3z7LPP2h3Xxx9/bGpjwoQJZdZ35Htv7UvL6dOnjZ49e5bZfvGE7h133FGh9/z22283MjIybHrdXDmh+/7775ebQKvIZz4xMdHo0KGDXW0OGDDASEtLKzfm0sbMJ5980ua+pk+fbtfrtGrVKiMsLMzm9j08PIwpU6bY1La1hO6hQ4eMli1bltq+Kyd0Y2NjjRo1apTad/GE7unTp8v9YZK1h4+PT7nH4YiEbm5urvHwww/b9XcnKCjIWLJkSSW84gAAAABQ9biWWzWcnVhC9WLt2mh2drbxj3/8w+ZrV/ZcH3LE9WpX4OzzznXWoAPgEFlZWSW2+fn5KSIiQkFBQXJzc9OpU6eUkJCggoICS52jR4+qd+/e2rRpU6UtO1qeffv26YYbblB8fLxpu5ubmyIjI1WrVi1lZ2crPj5eGRkZluf37t2r7t27a+3atWUuGT1r1ixNnjy5xPagoCBFRUUpICBA58+f1+nTp5WYmCjDMCrv4BwkJiZG48ePN713khQYGKjIyEh5eXnp0KFDSk1NtTyXnZ2thx9+WKdOndKzzz5rtd0RI0Zo8uTJys/PlyR9+umnmjZtmtzc3GyO7eOPPzaVR48eXWpdR7/3xeXl5em2227T2rVrLdtq1qypiIgISVJCQoJlCeWirJ1PtWvXVu3atRUUFKSsrCwdPXpUJ0+eNNVZuHChzp49qxUrVsjdvXrevv7RRx/VW2+9VWK7h4eHGjZsqFq1aikrK0snTpxQSkqKze3Gx8erd+/eOnz4sGm7u7u7oqKiFBoaqpSUFCUkJJieX7Zsmfr06aPY2Fi7l7Z+6qmn9Oqrr1rKQUFBatiwofz8/JSQkFAi/meffVatWrXS7bffXm7bS5cu1ZAhQ0p8Vnx9fRUVFSV/f38dOXLE1Ed+fr5efPFFnThxQrNmzbLrWNLS0tS/f3/t3bvXsi0sLEz169dXdnZ2idfNlWzdulUjRoxQZmamZVtkZKRq166tM2fOlPhMSIWvVV5enmnbhc9gjRo15OPjo7Nnzyo+Pl7Z2dmWOtnZ2br33nvl7u6uUaNGOe6gisjMzNTtt9+u5cuXl3guPDxc4eHhcnd3V2JiopKTky3Ppaena+DAgVqwYIGGDh1aJbECAAAAAIDLy+jRo/X5559byheujXp6eurgwYOm68n5+fkaO3asWrVqpc6dO5fZrqOuV0Nihi5cHr/qMrN3hu5XX31leHh4GDfffLPxwQcfGPv27TPy8/NL1EtLSzM+/fRTo3nz5qb227VrV+pyqWvXrjViY2ONTz/91LRP//79jdjY2FIfx44dK9HWuXPnjBYtWpjaadSokfHBBx+UWP75wrK3xWf0tWvXrtQleLOysozQ0FBT/TvuuMPYtGmT1eNLS0szfv75Z+Pxxx836tSpU2KG7vnz5y3HU3ym35NPPlnm8Z8/f77U98semzdvNry8vEx9N2zY0Pjyyy9Nr0NeXp7x448/Wl1W+Icffii1/RtvvNFUd/Xq1TbHdvjwYdOMtOjo6FLrOvq9N4ySv0KrU6eO5d/9+vUzfvvtN9N5UVBQYMTGxpZo8+abbzZq1aplTJgwwVi6dKmRkpJitb99+/YZkydPNnx9fU39vv766+W+dq44Q/fNN98s8dlp3LixMXfuXKvLsx8+fNiIiYkxrrvuOkMqfYZubm6u0bVrV1O7np6exlNPPWUcPXrUVHf//v3G2LFjS8Rx1113lRl78TGz6JLEXbt2NVasWGH6JV1BQYHxyy+/GNHR0ab96tevX+4v7g4fPlxi2eArrrjCiImJMdLT0011161bZ3WG+MyZM8vso/gM3aKf5bvuusvYtm2bqX5OTo7lPK/MMbsiis+AvRC7r6+v8cwzzxiJiYmm+mfOnDF+/fVX07aUlBRDktGpUyfjxRdfNDZv3mz13M/NzTV++ukn44YbbjD1GRgYaBw+fNhqfDt37rQcc9HXtU6dOmW+PsWX5L9g1KhRJfqeOnWqcfDgwRJ14+LijCFDhpjqBwUF2bRUNAAAAAC4Eq7lVg1nzxRE9VL82mjjxo0t/77xxhuN33//3XSNPC8vz1i0aFGJW4l16dKlzH4cfb3a2Zx93pHQhcvjS4CZvQndgwcP2rUG/fnz542bbrrJrkG0Ivf1LW78+PGmNm699dYSCZDisrKyjMGDB9uUMFu6dKmp3qhRo2yOLTs72zhw4ECpz5d2T0tHKigoMFq3bm3qt23btiWWCC4qKyvLkmC78Khbt66RmZlptf6CBQtMdceMGWNzfC+88IJp35deeqnUuo5+7w2j5JeWC49HH33U5mMyjMIknD0J+a1bt5p+SGBLUtDVErrbt28v8UVsyJAhNt+/eNOmTUZqaqrV51577TVTu97e3sayZcvKbO/DDz8s8T4uWrSo1PqlLY9+zz33GHl5eaXul5ycXOJL6+LFi8uM7ZZbbjHVj4iIKHP8zc/PN0aOHGnax9/fv0Qyu6ji482Fx5tvvllmbEVVxphdEdaWNA4MDLTrPiyZmZnG77//ble/06dPN/U5adKkcvcpujx1ZGSkXf0ZhmF8/vnnpj6bNGli0/LwxZe7v+222+zuGwAAAACciWu5VeNiEku5efnG4VPneFTBIzev5MQqZyjt2ujUqVPL3G/Pnj2Gv7+/aZ+4uDirdavierWzOTuhy5LLwCWuUaNGdtX39fXVJ598osaNG1uWnJ0zZ44GDBjgiPAkSUeOHNFHH31kKbdp00ZfffWVfHx8ytzPx8dHn376qVq1aqVDhw5Jkt566y3985//lIeHh6lu0eVIJWnChAk2x+ft7a3GjRvbXL8qxMbGavv27Zayv7+/vvvuO4WEhJS6j4+PjxYuXKjo6GidOHFCknT8+HHNnz9fY8aMKVF/0KBBqlGjhuVz8PXXX+udd96Rr69vufHNmzfP8m93d3eNGDHCar2qeO9L06NHD73++us21b2ge/fudtVv166dXnnlFY0dO1ZS4VLmK1as0E033WRXO8704osvKjc311Lu2bOnvvjiC5uXju7YsaPV7fn5+SWWcH7xxRd14403ltne/fffry1btuj999+3bPvvf/+rQYMG2RSPJHXq1EkffvhhmZ+V2rVra+rUqXrwwQct25YtW6aBAwdarb9nzx4tXbrUUnZ3d9fXX3+tyMjIUvtwd3fX7NmzFRcXZzmfMzMzNXPmTM2YMcPm4xk2bJgmTpxoc31X8tprr6lnz5421/fz81O3bt3s6mPq1KmKjY3VmjVrJElz587Vyy+/bFcb9jAMQ9OmTbOU/f39tXz5cjVp0qTcfZ988klt3LhRX331lSTp+++/1969e+1aUh4AAAAAgLIcP5ula175xdlhXBbWTOqjiFB/Z4dh1cCBAzV9+vQy6zRv3lyPPPKI6TrKsmXL1LZt2xJ1q+J69eWuet7ID4BDhYaGmhK469atc2h/7777rumeiK+++mq5Cb0L/P399dhjj1nKCQkJ2rRpU4l658+fN5W9vLwqGK1rKJoElaTHHntMDRs2LHe/GjVqmBINkvThhx9arevr66s777zTUj579qwWL15cbh8bNmzQnj17LOW+ffuqQYMGVutWxXtfmunTp9t1T+CKGjZsmClx6OjzqTIdP35cX375paV8IQFZGfcBXr58uY4cOWIpR0ZG2pyUfOGFF+Tv//eX4bVr1+qvv/6yue/p06fbNAYU/fxL0pYtW0qtO2vWLNN9t4cPH64uXbqU24enp6fpfr5S4b1GDDvu4W1P8teVNGzYUPfff3+V9PWPf/zD8u/k5GTt37/fYX0tX75cu3fvtpQnTpxoUzL3gmeeecbyb8MwtGjRokqNDwAAAAAA4MUXX7Sp3l133WUql3Z9rCquV1/uSOgCsKrozN6jR48qJSXFYX398MMPln+Hh4erX79+du3fv39/U/nCLKyi6tWrZyp/+umndvXhalavXm0q33vvvTbvO3z4cPn5+VnKmzdvVmZmptW6o0ePNpU//vjjctsvOjvXWhtFVcV7b02dOnV03XXX2dVXRQUEBCgsLMxS3rp1a5X0Wxl+/vln5efnW8oDBgxQs2bNKqXtX3/91VQeNWqUPD1tWzgkNDS0xIzc4udEaWrUqKEbbrjB5n6KfvEsmoAurvjx3HfffTb1IUnXX3+96UcPSUlJJVYVKE3nzp3VtGlTm/tyJXfddVel/DjAFsVXq3DkeVh0XJOkkSNH2rV/mzZtFB4ebinbOq4BAAAAAADYonXr1mrZsqVNda+66irTNbvSro9V1fXqyxkJXeAykpqaqlmzZunee+9Vhw4dVLduXQUEBMjNza3E46WXXjLte/LkSYfEdObMGe3YscNS7tChg90X+Iv/0sfaTL3rrrvONEvyjTfe0IQJE3Tw4EE7I3a+Q4cOKSkpyVKOjIy0a/ZXcHCwOnXqZCnn5+dr48aNVuteffXVpgRebGysZfkLa3JycvT5559bykFBQRo8eLDVulX13lvTqVOni56du3PnTj3//PMaOHCgmjVrplq1asnb29vq+XT8+HHLfo46lxyheCKpMpeK3rBhg6lsb4K9b9++pvL69ett2s/ez1nRZPyF5ceLy87OVlxcnKXs5eVl1zLC7u7u6tOnj2mbrcdjyyxgV3Wxsefm5ur777/XI488ol69eqlBgwYKDg6Wu7t7iXOweBLfkedh0fMmICBA0dHRdrcRERFh+bc9s88BAAAAAADKU/TacHm8vLxMyyZbuz5WlderL2fcQxe4DJw7d07PP/+8/ve//yk7O7tCbaSmplZyVIX27NljWlr0hx9+uOhE2+nTp0tsi4iI0H333aeYmBjLtpkzZ2rmzJnq2LGj+vXrp169eqlbt24KDQ29qP4dLSEhwVRu06aN3W20bdvWlHQ4fPhwqXVHjRqlqVOnSir8Y/rZZ5/p8ccft1p3yZIlptd/6NChpqVxi6qq994ae+8tXdT27dv18MMP2zwjtDhHnUuOcODAAVPZni975bnYz3Hxe3WU9RkuqmiC1hYBAQGWfxdfuv2CEydOKCcnx1KOjo6Wt7e3Xf20bdtWn3zyiaVs6/FczGfZ2Soau2EYmj17tqZMmaLk5OQKteHI87BoAvbcuXMXPQvZ1nENAAAAAADAFhW5Pnbhx/HWro9V9fXqyxUzdIFL3MmTJ9W9e3e9+uqrFU7mSrqofcty6tSpSm+ztFl0//vf/3TrrbeW2L5582a9/PLLuvnmm1WrVi21b99eU6ZM0c6dOys9tspw5swZU7lWrVp2t1F8n+JtFjVy5EhTorX4kspFFV+SuazllqvyvS8uODi4Qu0vWbJEnTp1qnAyV3LcueQIxRNJ9n7ZK0vRz5y7u7vdP6Sw5zNclK+vr1392KKqz8miKvpZdgUVib2goECjRo3S2LFjK5zMlRx3Hp47d67S27Z1XAMAAAAAALDFxVwfKzpB5wJnXhu7nDBDF7jEDR06VNu3bzdti4iIUJ8+fdSyZUs1aNBAgYGB8vPzM80imjdvnmm2mKM4YpZUQUGB1e2+vr769ttv9fnnn+uVV14xLZF6gWEYiouLU1xcnF566SXdfPPNevPNN13qHpUZGRmmctEZhLYqvk96enqpdSMjI9W7d2/98ssvkqQ///xTcXFxateunaneyZMntWzZMku5UaNGuuaaa0pttyrf++K8vLzsbnvv3r0aMmSIaSamm5ubunTpoh49eqhx48YKDw+Xr69viS9FI0aMMC07Ul0U/1wEBgZWWttFP8elzeIuiz2fYUer6nOyqIp8ll1FRWKfMWNGiXugBwcHq3fv3urYsaMiIiIUEhIiX19fU/vbtm3TE088cdExl8cR45q1/ygBAAAAAFBRdWv4as2kPuVXxEWrW6PyJxa4ImdeG7uckNAFLmHfffedVq1aZSkHBQVp5syZGj58eLlLQP78888Ojq5Q8UROnz59NGXKlItqs2bNmqU+5+bmpuHDh2v48OHatWuXYmNjtWrVKq1du9bqPRWXLl2q1atXa+nSpWUmJ6tS8aTauXPn7G6j+D5BQUFl1h89erQloSsVJvyLJ3Tnz5+v3NxcS3nUqFFlLqFc1e/9xXrqqadMM++6dOmijz/+2Kb7Y17sUtLOUvxzkZGRUaFf2FkTGBhomXmYmZlp9/72foYdyRnn5OUoKSlJL7/8smnb5MmTNWXKlHJ/bJCfn+/I0CyKj2uhoaH64osvqqRvAAAAAABs4enhrohQ+39cD5SGa2NVg4QucAn7/PPPTeUPPvhAw4cPt2nfqrpnX/HkkK+vr/r161clfbds2VItW7bUxIkTZRiGdu/erRUrVujrr7/W2rVrLfXS09M1ZMgQHThwoFJnKFZU8aRlRZYuLp68Li8Rescdd+ihhx6y/GGdP3++XnnlFXl6/v1npOhSzG5ubho1alSZbTrzvbdXRkaGli5dainXqVNHP/74o80J5Oq6REjxZZCTk5MVFRVVKW3XrFnTktAtKCjQmTNn7ErI2/sZdiRnnJOXo2+//dZ0n5Zx48bpxRdftGnfqvqbFhISIk9PT+Xl5UkqvK+Mq45rAAAAAAAAlYFrY1WDe+gCl7D169db/n3FFVfozjvvtHnfqrp/bKNGjUzl/fv3V0m/xbm5ualFixaaOHGi1qxZo9WrV5sSjsnJyVWyBLUtIiMjTeVt27bZ3UbxfYq3WVxgYKDuuOMOSzkpKUnLly+3lHfu3KnNmzdbyj179lTjxo3LbNNV3ntbbNmyxbTU8vDhw23+UrF///5qdd/copo1a2Yqb9q0qdLavtjPsb2fYUeqW7euvL29LeXdu3ebPi+2cKXjcVVF/6ZJ0oQJE2zet6r+prm5uZneu/Pnz+vYsWNV0jcAAAAAAIAzOON69eWIhC5wCSt6z86mTZvKw8PDpv3S0tJMybnyFF++2Z77/TVo0MB0f9p9+/bpyJEjNu/vKNdcc43+85//mLYVnbVb1MUcf0VERUWpTp06lnJCQoIOHjxo8/7p6emmxJynp6c6depU7n6jR482lYvOyC36b2t1rXHV996a4ve/vfLKK23ed+XKlZUdTpUpvsz4Dz/8UHc/xJcAACAASURBVGltd+vWzVS293UqXr94e1XJ29tb7du3t5RzcnJKHS+sMQzDtDy+5Njjqeoxq7JU5XlY9DWy9/Xp08d8H6LqPAYAAAAAAACUx1nXqy83JHSBS1jRi9D2zBabPXu2srKybK5f/Ibl9t4P88YbbzSV33nnHbv2d5Srr77aVLZ2j13p4o+/Iq699lpTee7cuTbvu2DBAtOypZ06dSpx30dr+vTpY/pl1HfffafU1FQVFBTo008/tWz38/PT0KFDbYrFVd/74oondGw9nwzD0MyZMx0RUpXo27evaVntZcuWad++fZXSdvHP8KeffmpZprY8Z86c0aJFi0zbevXqVSlxVdTFnJOxsbGmHzPUrVtXzZs3r6zQSnDGmFUZKnoexsXF6ffff7err6Kv0aXyNw0AAAAAAMBRnHG9+nJDQhe4hIWHh1v+vXPnTqWmppa7z9GjR/X888/b1U9wcLBp9m98fLxd+z/22GOmpNHbb7+tLVu22NWGI9i6bn/x+4zae/wVMXbsWFP59ddfV2JiYrn7paWladq0aaZt999/v019urm5aeTIkZZyVlaWvvzyS/3000+mJUUHDx6s4OBgm9p01fe+uKLnklT6bO3iZs6cqbi4OEeEVCXq1KmjYcOGWcoFBQUaM2aMCgoKLrrt/v37q2HDhpZyfHy8zYmvqVOnmpJs11xzjaKjoy86posxZswYubm5WcqfffaZTSsd5Ofna9KkSaZtxc/vynaxY7azVOQ8zM/Pt2tp5guKjuunTp1Senq6zfsOGjTItPrAhg0bqvUPOwAAAAAAAMrjjOvVlxsSusAlrEePHpZ/5+TkaPLkyWXWT0lJ0S233GJT4rcoLy8v02yyuLg4HThwwOb9GzdurDFjxljK58+f1y233GL3jKqVK1dq3LhxVp+bOnWqXTMADcPQf//7X9O2jh07Wq3bqlUrU/m7775Tbm6uTf1UVL9+/dSmTRtL+dy5cxo4cKDOnj1b6j45OTkaOnSojh8/btlWt25d3X333Tb3O2rUKFN53rx5+vjjj03bbFlu+YKqeO8rQ8eOHU33SF24cKHWrVtX5j5LlizRv/71L4fFVFUmT54sHx8fS3nNmjUaNmyYzfcF3rRpk9XPpYeHhyZOnGja9tRTT+nnn38us73Zs2frvffeM217/PHHbYrFkZo3b65bbrnFUi4oKNAdd9xR5hdXwzA0duxY0z1CAgICNH78eIfGerFjtrMU/ZsmFY7rRX+9WVx+fr7uu+8+u8cTyTyuG4ahb775xuZ9PTw8NGPGDNO2iRMnKiYmxq4Y9u7dq3Hjxuno0aN27QcAAAAAAFDVnHW9+nJCQhe4hBVPvr3//vsaPXq0EhISTNvT09M1a9YstWnTxjKbsEWLFnb11b9/f8u/8/Pz1atXLz3//PNatGiRYmNj9dNPP1keRQfoC9544w3TPSiPHz+uXr166d5779X69eutJmIzMjK0du1aPf3004qOjlbfvn21YsUKq/Ft375dI0eOVP369fXggw/qxx9/1KlTp0rUKygo0Nq1a9W/f38tXrzYst3f37/UPyRhYWFq27atpbxv3z51795db731lpYsWWI69p9++smu5axL4+bmpjlz5sjLy8uybcuWLWrXrp2++eYb01KkBQUFio2NVadOnUq8PrNnz5avr6/N/TZr1syUVPntt99MiY769eurX79+dh2Lo9/7yhAQEKA77rjDUs7Pz9eAAQP04Ycflng/9+3bpwkTJmjgwIHKzs5WWFiYrrjiCofF5mgtW7bUa6+9Ztr21VdfqVWrVvr444915syZEvskJibqo48+Up8+fdS5c2erdaTCJFfXrl0t5ezsbA0YMEBPP/10iXHi4MGDeuCBBzR27FjT0rt33XWXBg4ceDGHWGnee+89hYSEWMoJCQlq3769Zs+erXPnzpnqrl+/Xr179y6x/Mxrr72mevXqOTzWix2znWHw4MEKCgqylLds2aI+ffpow4YNpnp5eXlavny5unbtarm/98X8TZOkBx98UI888ogWLFig5cuXm16fXbt2ldh/2LBheuCBByzl3NxcjRs3Tn379tWSJUtKfB4u1Nm2bZvefPNNy6zzmJgYh/9ACAAAAAAA4GI563r1ZcUAXNyOHTsMSZbHjh07nB2SU8XHx5tej9GjR5dZ/6abbjLVv/Bo3Lix0bVrV+PKK680vL29Tc/dfffdxnPPPWfa9ssvv5TZz549ewxfX1+rfRV/zJkzx2obR44cMVq3bm11n4CAACM6Otro2rWr0bp1a6NBgwaGm5tbiXqRkZFW2x44cKDVduvWrWu0bt3a6Natm9G6dWsjMDDQar2ZM2eWefzz5s2z6dglGfHx8WW2ZY8PP/zQcHd3L9FHUFCQ0bp1a6Ndu3ZGzZo1rcbx/PPPV6jPDz74oNRj+7//+78KtenI994wDOOXX34x1X3uuefsjnH//v1GcHBwiX59fX2NNm3aGJ07dzYaNGhges7Dw8P44YcfjMjISJviNAzD7nOvaN1rr73W7uOy1WOPPWb1/fHw8DAaN25sdO7c2WjTpo1Ru3Ztuz7zBw4cMBo2bFhiH3d3d6NJkyZG586djaioKKt9d+jQwTh9+nSZcds7ZhZ37bXXmvYvz5IlSwwfH58Ssfr5+RktW7Y0OnbsaISFhVk9nvvuu6/c9ufMmWPTeFqeyhiz7TV69OiLHgtfeeUVqzHWqVPH6Ny5s9G6desS52l0dLTx7bff2jUG5ObmGldeeaVNr09pn6mcnBzjzjvvtLqPp6en5fPdvn17o1GjRiX+FjvibwYAAAAAOBrXcqtGbm6usWvXLtMjNzfX2WHBRV3stVF7rm0643p1VXH2eccMXeAS99lnn6lLly4lth88eFAbNmzQnj17TL+OGTZsmObMmWN3P82bN9cnn3yiwMDACsfaoEED/f777xoxYoTpXpRS4RINu3fv1oYNG7R9+3YlJiaaZuldUPSenLY4fvy4tm/frvXr12v79u3KyMgwPe/n56f333+/3CVQR44cqUmTJpWI29Huv/9+LViwwDRrTSqcdb19+3bFxcWVmB3p4+Ojd955R88++2yF+rzzzjtL/ZWUPcstF+WM995eTZo00VdffVXiM56VlaU///xTGzduNC2v6+vrq88++0wDBgxwaFxV5fXXX9e7774rf39/0/b8/HwdPHhQGzdu1J9//qmUlBS72m3cuLF+++03dejQwbS9oKBABw4c0MaNG3Xo0KES+w0YMECrVq0q9d7WznLzzTdr+fLlCgsLM20/f/68du3apc2bNys5Odn0nIeHhyZPnqxZs2ZVWZyVMWY7w5NPPmma+XpBUlKSNm7cqO3btystLc2yvXXr1oqNjbX5vt4XeHp66ptvvlGTJk0qHKuXl5e++OILvfzyy/Lz8zM9l5eXZ/l8b926VfHx8aa/xRfUqlWrxL4AAAAAAACuyhnXqy8XJHSBS1xISIhWr16tqVOnqkaNGqXWa9WqlebPn68FCxaY7hVqjyFDhmjv3r36z3/+oxtuuEEREREKDAy0K8kZEBCgTz75RHFxcRo+fLhp+dLSREdHa+LEiVq3bp1Wr15ttU5MTIxmz56tO+64Q3Xq1Cm3zdDQUI0fP15//fWX1eSBNS+//LLi4uL0xBNPqGfPngoLC6uS5SHuvPNO7d+/Xw899JBCQ0NLrRcUFKRRo0Zp9+7deuihhyrcX0hIiNUlbjt16mT3sqZFOeq9r0z9+/fXxo0bdeutt5Zax9PTU0OGDNG2bdt01113OTymqjRhwgQdOHBA//znP8s9j0JCQjR8+HD9/PPPioqKKrNugwYNtHHjRn300Ucl7kldlJubm7p27apvv/1WP/zwQ4kvhq7i2muv1f79+zVlypQyl0/29fXVoEGDtHXrVr344otVGGGhyhizneH999/XvHnz1Lhx41LrhIWFacaMGdq4caMaNGhQoX5atWqlP//8U3PmzNGQIUPUvHlz1ahRQx4eHna1M2nSJMXHx+uJJ56w6Ycn4eHhGjFihBYuXKhjx47Z9DcLAAAAAADAVVT19erLhZthbZoT4EJ27typq666ylLesWNHmRf8UbqsrCz9/vvv+uuvv3TmzBl5e3urXr166ty5s5o3b+7s8KwqKCjQli1btHfvXp08eVJpaWny9/dXSEiImjRpopYtW6p27dp2txsfH689e/YoISFBZ8+eVU5OjgIDA1W7dm21bt1aLVu2lKenpwOOyLHy8/P1xx9/aN++fUpOTlZBQYFq166txo0bq0ePHqZ7GLg6R733leX48eNas2aNEhMTlZmZqeDgYDVt2lQ9evSwKRld3RmGobi4OP31119KSUlRenq6AgICFB4erpYtW+qqq66yO/F1weHDh7VhwwYlJSUpLS1NNWvWVN26ddWjR48SM1+rg7i4OO3cuVPJycnKzs5W7dq1FRERoZ49e5aY8QzbXfgMbt68WSdPnpRhGAoLC9NVV12lTp06Vfjz52j79+9XXFycUlJSdObMGXl6eqpGjRpq2LChWrRoUe4PIAAAAADAlXEtt2rk5eVp3759pm3NmjWrltczcWm7lK5XO/u8I6ELl8eXAAAAAAAAAABwfVzLrRrOTiwBlyNnn3csuQwAAAAAAAAAAAAALoqELgAAAAAAAAAAAAC4KObfAwAAAAAAAABgo6zcfKWkZ9u1T90avvL0YH4VAKBiSOgCAAAAAAAAAFCO8zn5evLrbYrdlaTsvAK79l0zqY8iQv0dFBkA4FJHQhcAAAAAAAAAgHI8+fU2LfnzuLPDAABchljjAQAAAAAAAACAMmTl5it2V5KzwwAAXKZI6AIAAAAAAAAAUIaU9Gy7l1kGAKCykNAFAAAAAAAAAAAAABfFPXRR7aSlpSk1NbVS2wwODpa7e/m/b0hLS1NBgWN+iRcYGChPz/JPyYyMDOXl5TkkBn9/f3l7e5dbLzMzUzk5OQ6JwdfXV76+vuXWy8rKUlZWlkNi8Pb2lr+/f7n1cnJylJmZ6ZAYPD09FRgYWG69vLw8ZWRkOCQGd3d3BQcHl1uvoKBAaWlpDolBkkJCQmyqV9njQlGMEYUYIwoxRhRijPgbY0QhxohCjBGFGCP+xhhRiDGiEGNEIcaIvzFGFGKMKMQYUai6jREFWba9DmfPpirI3b7Pb3UcIxz5ngDA5YyELqqdTz75RGFhYZXa5qOPPmrTl7TZs2c77D9y99xzj6Kiosqt9/XXX+vQoUMOiWHQoEFq165dufVWrFihuLg4h8TQu3dv9e7du9x669ev16pVqxwSQ7t27TRo0KBy6+3atUuLFy92SAxRUVG65557yq2XmJiouXPnOiSGkJAQPfroo+XWS0tL05tvvumQGCRp2rRpNtVzZAyMEYUYIwoxRhRijPgbY0QhxohCjBGFGCP+xhhRiDGiEGNEIcaIvzFGFGKMKMQYUai6jRFpm77V0E4RCvQp+1L7l3N2yd3dza4YquMYkZyc7JA4AOByR0IXAAAAAAAAAIAKCvTxVA0/L2eHAQC4hHEPXQAAAAAAAAAAAABwUSR0AQAAAAAAAAAAAMBFkdAFAAAAAAAAAAAAABdFQhcAAAAAAAAAAAAAXJSbYRiGs4MAyrJz505dddVVlvK6devUokWLSu0jODhY7u7l/74hLS1NBQUFldr3BYGBgfL09Cy3XkZGhvLy8hwSg7+/v7y9vcutl5mZqZycHIfE4OvrK19f33LrZWVlKSsryyExeHt7y9/fv9x6OTk5yszMdEgMnp6eCgwMLLdeXl6eMjIyHBKDu7u7goODy61XUFCgtLQ0h8QgSSEhITbVS01NdVgMjBGFGCMKMUYUYoz4G2NEIcaIQowRhRgj/sYYUYgxohBjRCHGiL8xRhRijCjEGFHIVceII6czdc0rv5SMIytDP0y8Rg1qlv/e2as6jhF//fWXevToYdm+Y8cOtWrVyiGxXc7y8vK0b98+07ZmzZrZ9F4BqBhnn3ckdOHyiid0+RIAAAAAAAAAoCqVltCVpDWT+igitPITutUR13KrhrMTS8DlyNnnHUsuAwAAAAAAAAAAAICLIqELAAAAAAAAAAAAAC6KhC4AAAAAAAAAAAAAuCgSugAAAAAAAAAAAADgokjoAgAAAAAAAAAAAICLIqELAAAAAAAAAAAAAC6KhC4AAAAAAAAAAAAAuCgSugAAAAAAAAAAAADgokjoAgAAAAAAAAAAAICLIqELAAAAAAAAAAAAAC7K09kBAAAAAAAAAABQGbJy85WSnl3p7Z5Iy6r0NgEAsBUJXQAAAAAAAABAtXY+J19Pfr1NsbuSlJ1X4OxwAACoVCR0AQAAAAAAAADV2pNfb9OSP487OwwAAByCe+gCAAAAAAAAAKqtrNx8xe5KcnYYAAA4DAldAAAAAAAAAEC1lZKe7bRlln083VU7yMcpfQMALh8kdAEAAAAAAAAAqIDrW9aRr5eHs8MAAFziuIcuAAAAAAAAAAB28PF01/Ut6+jVIW2dHQoA4DJAQhcAAAAAAAAAcEn6anx3hQf7Vnq7tYN8mJkLAKgyJHQBAAAAAAAAAJek8GBfRYT6OzsMAAAuCvfQBQAAAAAAAAAAAAAXxQxdAAAAAAAAAAAAAJUiJydH69ev16FDh5SSkqKCggLVrl1bzZo1U7du3eThUfEl63Nzc7V9+3bt2LFDp06d0rlz5+Tj46OgoCBFRkaqefPmatKkSSUejWsgoQsAAAAAAAAAAABcIsaPH68PPvjAUv7ss8909913291Ohw4dtHXrVkt5165datGiRan1d+zYoenTp2vZsmXKyMiwWickJEQjRozQ1KlTFRYWZnMsJ06c0L///W/Nnz9fZ86cKbNurVq1dN111+m+++7TDTfcYHMfrowllwEAAAAAAAAAAIBLxAMPPGAqf/TRR3a3sXnzZlMyt2fPnqUmc/Py8vTII4+obdu2+uqrr0pN5kpSamqq3nnnHTVt2lRLly61KZbY2FhFR0fr3XffLTeZK0knT57Ul19+qRkzZtjUfnXADN3LTFZWltatW6fdu3frzJkz8vb2VoMGDdS1a1c1btzY2eEBAAAAAAAAAADgIrRv315dunTRH3/8IUlatWqV9u/fr6ZNm9rcRkxMjKl8//33W62XmZmp22+/XcuXLy/xXHh4uMLDw+Xu7q7ExEQlJydbnktPT9fAgQO1YMECDR06tNQ4du7cqVtvvVXZ2dmm7T4+PoqKilKNGjWUn5+vs2fPKiEhQbm5uTYfY3XCDF0nmDZtmtzc3Cr8uOeee+zuMyUlRQ8//LBq1aqlvn376qGHHtIzzzyjSZMm6e6771aTJk3UqVMnffvtt5V/wAAAAAAAAAAAAKgyRWfpGoZh1yzdc+fOacGCBZZySEhIqUnXBx980JTMDQwM1NSpU3Xw4EEdP35cW7du1ebNm5WUlKS4uDgNGTLEUjc/P19jxozR/v37S41l0qRJpmRuu3bttGTJEqWlpWn37t3asGGDNm3apH379uncuXPasmWLXnjhBbVu3drm460OmKF7GVi1apWGDh2qkydPlllv8+bNGjRokEaNGqWYmBh5e3tXUYQAAAAAAAAAAMDh8vOktKPOjuLyEFxf8nBeGm7YsGH617/+pbNnz0qS5s6dqxkzZsjLy6vcfb/88kulpaVZyv/4xz/k5+dXot4XX3yhefPmWcpNmjTR8uXL1aRJE6vtXliS+dVXX9WkSZMkFc7Uffzxx61OODx79qxWrFhhKUdHR2vdunVWY5EkLy8vtW/fXu3bt9eUKVO0e/fuco+1uiChe4lbu3atbrrpJp0/f960PSQkRI0aNdKZM2d05MgR5efnW56bN2+eMjIy9PXXX8vNza2qQwYAAAAAAAAAAI6QdlR6q42zo7g8TPxTqhnptO79/f01cuRIvfPOO5KkpKQkff/997r99tvL3deW5ZYNw9C0adNM/ZWVzC3qySef1MaNG/XVV19Jkr7//nvt3btXzZs3N9WLj49XXl6epXzPPfeUmsy1Jjo62ua6ro6Ergt47bXX1LZtW5vr16tXz6Z6Z86c0V133WVK5kZGRuqtt97SbbfdZknWJiYm6t///rc++OADS72FCxfqjTfe0L/+9S+b4wIAAAAAAAAAAIBrGD9+vCWhKxUmastL6O7cuVO///67pdy5c2erOazly5ebZsBOnDjRpmTuBc8884wloWsYhhYtWqT/+7//M9UpPlnRltnFlyoSui6gY8eO6t27d6W3++qrr+rYsWOWcqNGjbR27doSCeEGDRro/fffV8OGDfX0009btk+fPl333nuvatasWemxAQAAAAAAAAAAwHFatWqlq6++Wr/99pskacWKFTp8+LAaNmxY6j7F77VrbXauJP3www+m8siRI+2KrU2bNgoPD9eJEyckSWvWrCmR0C2ez/ryyy/1yCOPXJaJXXdnBwDHSElJ0dtvv23aFhMTU+bs3smTJ6tXr16W8tmzZ/Xaa685LEYAAAAAAAAAAAA4zvjx4y3/Ligo0KxZs0qtm52drU8++cRSDgwM1PDhw63WXbNmjeXfAQEBFVreOCIiwvLvv/76q8TzkZGRatasmaW8YcMG3XjjjVq3bp3dfVV3JHQvUZ9//rkyMjIs5V69eqlv375l7uPm5qbnnnvOtG327NkyDMMhMQIAAAAAAAAAAMBxhg4dqiuuuMJSnj17tgoKCqzWXbhwoU6dOmUpDxs2TIGBgVbrFk3Anjt3Tu7u7nJzc7PrsXHjRksbp0+fttpP0fv0StLKlSt19dVXq1GjRho/frwWLFighISEcl+H6o6E7iXq22+/NZXHjBlj0359+vRRo0aNLOUTJ05o/fr1lRobAAAAAAAAAAAAHM/Hx0ejR4+2lBMTE/Xjjz9arWvrcsvnzp1TdnZ25QWpwlVjrbn77rs1Y8YMubm5mbYfOnRIH3zwge6++25FRUUpKipK48aN08qVKy/JiYrcQ/cSlJGRodWrV5u29e/f36Z93dzc1K9fP8XExFi2LVmyRN27d6/UGAEAAAAAAAAAQBULri9N/NPZUVwegus7OwKLBx54QK+//rqlHBMTo5tuuslU58CBA/rll18s5TZt2qhLly5W20tNTa30GMtKwj7zzDO6/vrrNX36dC1fvlz5+fkl6iQkJCgmJkYxMTG66qqr9Prrr+v666+v9DidhYTuJWjnzp3Kzc21lBs1aqTw8HCb97/66qtNCd24uLhKjQ8AAAAAAAAAADiBh6dUM9LZUaCKNW/eXH369LEkbJcsWaITJ06YckcfffSRKala2uxcSfL39zeVQ0ND9cUXX1Ry1GZdu3bV0qVLdfz4ca1YsUKrVq3S6tWrdfDgwRJ1d+zYoRtuuEH//e9/9dhjjzk0rqpCQtdFZGdn6+DBgzp16pS8vLx0xRVXqF69eiVOClsUv3F0y5Yt7dq/eH1rN6IGAAAAAAAAgAuycvOVkl65y2/a6kRallP6BYDqZPz48ZaEbl5enubMmaPJkydbynPnzrXU9fPz04gRI0ptKyQkRJ6ensrLy5MknT9/Xv369XNc8EXUrVtXo0ePtiwjfezYMa1cuVKLFy/Wd999Z5nwaBiGHn/8cXXv3l3dunWrktgciYSuC3jooYd08OBBZWWZv3h4enqqY8eOGjBggCZMmKDatWvb1N6ePXtM5YiICLviKV4/ISFBWVlZ8vX1tasdAAAAAAAAAJe28zn5evLrbYrdlaTsvAJnhwMAKMXgwYMVFham5ORkSYUzcp966im5ublZZuxeMHToUIWEhJTalpubmyIjI3XgwAFJhQndY8eOqV69eo49CCvq1aunESNGaMSIEUpISNDQoUO1ceNGSYVJ3TfeeMPhs4ergruzA4C0a9euEslcqfAXERs2bNC0adMUGRmpZ5991uq64MVdOBkvaNCggV3x1KlTR56ef+f6CwoKdOrUKbvaKCu2nTt32vXYv39/pfQNAAAAAAAAoHI9+fU2LfnzOMlcAHBxXl5euu+++yzlgwcPauXKlZJkug2nVPZyyxf06dPHVL7QljNFRkZq/vz5pm1r1651UjSVixm61cT58+c1Y8YMrVmzRt9//70CAwNLrZuRkWEqBwQE2NWXm5ub/Pz8lJ6eXmqbFfXee+/p+eefr5S2AAAAAAAAADhPVm6+YnclOTsMAICNxo0bp5dfftlyr9yYmBhdeeWVWr58uaVOdHS0evbsWW5bN954oz766CNL+Z133ilzmeaq0rRpU9WpU0dJSYV/n06ePOnkiCoHM3SdxM3NTT169NALL7yg2NhYJSYmKjMzU1lZWTp69Ki+//57PfDAAyWWOV61apWGDRtW5kzd4snXiiyV7OfnV2abAAAAAAAAAC5vKenZLj0z18fTXbWDfJwdBgC4jEaNGql///6W8qJFi/TKK6+Yck62zM6VpEGDBqlp06aW8oYNGzRz5szKC7aCcnJylJaWZinXrFnTidFUHhK6TtC/f3/t3r1bv/32m6ZMmaJ+/fqpfv368vPzk4+Pj+rVq6dbbrlF77//vvbt26err77atP/SpUv13nvvldp+8eWbvb297Y7Rx8f8Ref8+fN2twEAAAAAAAAAznJ9yzry9fJwdhgA4FLGjx9v+XdOTo7efvttS9nb21ujRo2yqR0PDw/NmDHDtG3ixIkllm8uz969ezVu3DgdPXq0xHPz58/XSy+9pDNnztjc3rvvvmvKaXXs2NGueFwVCV0n6NGjh5o3b25T3QYNGuinn35S9+7dTdv//e9/KzMz0+o+xWfk5uTk2B1jdnZ2mW1W1IQJE7Rjxw67HosXL66UvgEAAAAAAABc+nw83XVLm7p6dUhbZ4cCAC7nlltuUb169aw+N3jwYNWqVcvmtoYNG6YHHnjAUs7NzdW4cePUt29fLVmyROfOnSuxT25urrZt26Y333xTDh02pAAAIABJREFU11xzjaKjoxUTE6Pc3NwSdZOTkzVlyhQ1aNBAQ4YM0YIFC5SQkGA1lr179+rhhx/W448/btpu64xjV8c9dKsBX19fzZs3Ty1atFBeXp6kwg/xihUrNGjQoBL1i99ft/iMXVsUn5Fb1j177REWFqawsLBKaQsAAAAAAACAa/pqfHeFB1fOJBF71Q7yYWYuAJTC09NTY8eO1fTp00s8V5Hk59tvv60zZ87oyy+/tGxbuXKlVq5cKU9PT0VGRio0NFR5eXlKTU3V0aNH7Z6ImJmZqW+++UbffPONJCkkJETh4eEKCQlRTk6Ojhw5opSUlBL7DRs2zGoerToioVtNNG3aVLfddpsWLlxo2WZrQtfaLyDKYhiGwxK6AAAAAAAAAC594cG+igj1d3YYAAArxo4dqxdeeMF079zGjRvruuuus7stLy8vffHFF+rYsaOmTZtmyi/l5eXpwIEDOnDgQJlt1KpVS35+fjb3mZqaqtTU1DLr3H///WXevrS6YcnlaqRv376m8p49e6zWKz4DNjEx0a5+kpKSLDOBJcnd3d2uKfYAAAAAAAAAAABwTREREerXr59p29ixY+Xm5lbhNidNmqT4+Hg98cQTatiwYbn1w8PDNWLECC1cuFDHjh1TnTp1StR54IEH9O2332rs2LFq2rRpuW36+Pho8ODBWrNmjT788EN5el4681ovnSO5DERERJjK1qaPS9KVV15pKh8+fNiuforXj4yMrLR76AIAAAAAAAAAAMB5DMPQ7t27LWVPT0/9P3t3Hl1Vee8P+HtCIDGQgGhImEQqVkDriBdxwAGpS22F3kq1FqVeqVWrVX8VW2vbe6HXq621tt4lVq22Fq32itYqWF2gVUTqUAuoN+AIODA0MkgYEkI4vz+8nBplSEKSvQPPs5ZrnXefvd/3cxzW6uqH993nnnvuDs9bVlYW119/fVx//fXx5ptvxpw5c6KysjJWrlwZ+fn50blz59hrr71iwIABsffee293vt122y1OO+20OO200yLio16soqIi3n777VixYkWsW7cuioqKYvfdd4/+/fvHQQcdFB07dtzh35FGCt02pH379vXGW3pBdERE//79640rKioatc68efO2OR8AAAAAAABt07Rp02LRokW58Re+8IUoLy9v1jX69evXoF21jVFaWhrHHntsHHvssc06b1vgyOU2ZOnSpfXGpaWlW7xv//33r1f+Lly4MJYsWdLgdZ599tl644MPPrgRKQEAAAAAAEirW2+9td74m9/8ZkJJaCiFbhsyc+bMeuNPHsG8WXFxcQwdOrTetWnTpjVojWw2G9OnT6937Ytf/GIjUgIAAAAAAJBGr7/+ejz00EO5cb9+/eKkk05KMBENodBtI1atWhUPPPBAvWvDhg3b6v2bzxPf7I477mjQOn/5y19iwYIFuXFZWVkMHjy4EUkBAAAAAABIm7q6urjoooti06ZNuWuXXXZZZDKZBFPREArdNuKKK66IVatW5cYdOnSIk08+eav3n3nmmfVe/Dxjxox48sknt7lGNpuN8ePH17t27rnnRl6ef00AAAAAAADakpdeeimmT58ejz32WNxyyy0xaNCgeOKJJ3Lf77XXXjF27NgEE9JQmrpWdt1118VLL73U4Ps3btwY3/nOdz61w/aCCy6I7t27b/W5bt26xcUXX1zv2tixY2Px4sVbfebaa6+NGTNm5MadO3eOcePGNTgrAAAAAAAA6fCd73wnhg8fHieffHJcdNFFMWfOnHrfT5w4MQoKChJKR2ModFvZY489FoMGDYqjjjoqfvnLX8arr74aGzdu/NR9H374Ydx7771x+OGHx89//vN63+2zzz7xox/9aLtrXXnllVFeXp4bL1iwII488sh4+OGHI5vN5q6/9957ccEFF8TVV19d7/mrr746unbt2tifCAAAAAAAQEplMpm47rrr4tRTT006Cg2Un3SAXdWsWbNi1qxZERFRUFAQvXr1is6dO0e7du1i+fLlsXDhwnpnmG9WXl4ef/7zn2OPPfbY7hpdu3aNP/zhD3HSSSdFdXV1REQsWrQoRowYEV26dIm+ffvGqlWr4p133om6urp6z44YMSKuuOKKZvilAAAAAAAAJCk/Pz/KysriqKOOim9/+9tx1FFHJR2JRlDopkBNTU289dZb273vlFNOid/85jfRrVu3Bs89dOjQmDp1aowaNSpWrFiRu75q1aqYPXv2Fp8566yz4s477/QSbAAAAAAAgDbqqaeeSjoCzcSRy63s6quvjgsuuCD233//aNeu3Xbv79SpU4waNSqefvrpmDp1aqPK3M1OOOGEqKioiAsvvDCKioq2et8hhxwSDzzwQNxzzz3OTAcAAAAAAIAUsEO3lQ0fPjyGDx8eERHr1q2LioqKWLhwYSxZsiTWrFkTmzZtii5dusTuu+8eAwcOjM997nMNKn63p6ysLCZOnBg33HBDzJo1K+bNmxerVq2KDh06RM+ePWPw4MHRr1+/HV4HAAAAAAAAaD4K3QQVFRXFoEGDYtCgQa225m677RbDhg2LYcOGtdqaAAAAAAAAQNM4chkAAAAAAAAgpRS6AAAAAAAAACnlyGUAAAAAgJSqrq2LyqqapGNs0dLV1UlHAIBdgkIXAAAAACBl1m+oi3GT58a0imVRs3FT0nEAgAQpdAEAAAAAUmbc5Lkx5eUlSccAUiiTyXzqWjabTSAJ7Do2bfr0H67Ky2u9N9t6hy4AAAAAQIpU19bFtIplSccAUmpLJVJtbW0CSWDX8cn/xjKZzBb/cEVLUegCAAAAAKRIZVVNmz5muSA/L0qLC5KOATutTCYTHTp0qHdtzZo1CaWBXcPq1avrjdu3b6/QBQAAAACgbRo+sCwK27dLOgbs1IqLi+uNV69e7dhlaCEbN278VKHbuXPnVs2g0AUAAAAAYIcV5OfFFw7sHtefflDSUWCn98lCt7a2Nt5//32lLjSzDRs2xKJFiz71Dt3WLnTzW3U1AAAAAACa7P4LhkR5SWHSMbaotLjAzlxoJYWFhdG+fft67/WsqqqKt956K0pKSqJTp06Rn5+/xfftAluXzWajrq4u1q1bF2vWrIl169Z96g9KdOzYMdq3b9+quRS6AAAAAABtRHlJYfTuWpR0DCBhmUwmevToEe+88069sqm2tjaWL18ey5cvTzAd7Lzat28fZWVlrb6uP5oBAAAAAADQxhQVFcVee+0VmUwm6SiwSygoKIg+ffpEQUFBq6+t0AUAAAAAAGiDNpe6rX38K+xqiouLo0+fPon9t+bIZQAAAAAAgDaqqKgo9tlnn6ipqYnVq1dHVVVVbNiwIelY0Ka1a9cuOnXqFJ06dYqOHTtGu3bJviNeoQsAAAAAANCGZTKZKCwsjMLCwujWrVtks9nYtGlTvffrAtuXyWQiLy8vdUeZK3QBAAAAAAB2IplMJvEdhUDz8Q5dAAAAAAAAgJRS6AIAAAAAAACklEIXAAAAAAAAIKUUugAAAAAAAAAppdAFAAAAAAAASCmFLgAAAAAAAEBKKXQBAAAAAAAAUkqhCwAAAAAAAJBSCl0AAAAAAACAlFLoAgAAAAAAAKRUftIBAAAAAADSqLq2Liqralp93aWrq1t9TQAgvRS6AAAAAAAfs35DXYybPDemVSyLmo2bko4DAOziFLoAAAAAAB8zbvLcmPLykqRjAABEhHfoAgAAAADkVNfWxbSKZUnHAADIUegCAAAAAPyfyqqa1B6zXJCfF6XFBUnHAABamUIXAAAAAKANGD6wLArbt0s6BgDQyrxDFwAAAAAgxQry82L4wLK4/vSDko4CACRAoQsAAAAA0AD3XzAkyksKW33d0uICO3MBYBem0AUAAAAAaIDyksLo3bUo6RgAwC7GO3QBAAAAAAAAUkqhCwAAAAAAAJBSCl0AAAAAAACAlFLoAgAAAAAAAKSUQhcAAAAAAAAgpRS6AAAAAAAAACml0AUAAAAAAABIKYUuAAAAAAAAQEopdAEAAAAAAABSSqELAAAAAAAAkFIKXQAAAAAAAICUUugCAAAAAAAApJRCFwAAAAAAACClFLoAAAAAAAAAKaXQBQAAAAAAAEgphS4AAAAAAABASuUnHQAAAAAA4OOqa+uisqomkbWXrq5OZF0AgK1R6AIAAAAAqbB+Q12Mmzw3plUsi5qNm5KOAwCQCgpdAAAAACAVxk2eG1NeXpJ0DACAVPEOXQAAAAAgcdW1dTGtYlnSMQAAUkehCwAAAAAkrrKqJtXHLBfk50VpcUHSMQCAXZBCFwAAAABgO4YPLIvC9u2SjgEA7IK8QxcAAAAAYCsK8vNi+MCyuP70g5KOAgDsohS6AAAAAECq3X/BkCgvKUxk7dLiAjtzAYBEKXQBAAAAgFQrLymM3l2Lko4BAJAI79AFAAAAAAAASCmFLgAAAAAAAEBKKXQBAAAAAAAAUkqhCwAAAAAAAJBSCl0AAAAAAACAlFLoAgAAAAAAAKSUQhcAAAAAAAAgpRS6AAAAAAAAACml0AUAAAAAAABIKYUuAAAAAAAAQEopdAEAAAAAAABSSqELAAAAAAAAkFIKXQAAAAAAAICUUugCAAAAAAAApJRCFwAAAAAAACClFLoAAAAAAAAAKZWfdAAAAAAAID2qa+uisqqm1dddurq61dcEAGgLFLoAAAAAQKzfUBfjJs+NaRXLombjpqTjAADwfxS6AAAAAECMmzw3pry8JOkYAAB8gnfoAgAAAMAurrq2LqZVLEs6BgAAW6DQBQAAAIBdXGVVTWqPWS7Iz4vS4oKkYwAAJEahCwAAAACk1vCBZVHYvl3SMQAAEuMdugAAAABA6hTk58XwgWVx/ekHJR0FACBRCl0AAAAAYKvuv2BIlJcUtvq6pcUFduYCAIRCFwAAAADYhvKSwujdtSjpGAAAuyzv0AUAAAAAAABIKYUuAAAAAAAAQEopdAEAAAAAAABSSqELAAAAAAAAkFIKXQAAAAAAAICUUugCAAAAAAAApJRCFwAAAAAAACClFLoAAAAAAAAAKZWfdICG2rhxY8ybNy8WLlwY7777bnz44Yexdu3aiIjo2LFjdO7cOfbaa6/Ye++9o3///pGf32Z+GgAAAAAAAMAWpbb13LBhQ8yYMSMee+yxmDFjRrzyyiuxYcOGBj3boUOH+NznPhdDhw6Nk046KY499tjo0KFDCycGAAAAAAAAaF6pK3SffPLJuPvuu+PBBx+MqqqqiIjIZrNbvDeTyWzx+5qamvjb3/4WL730Utx4443RqVOn+NKXvhSjR4+OE088sWV/AAAAAAAAAEAzScU7dNevXx8TJ06MAQMGxPDhw+Ouu+6K1atX54raTCaTK28/LpvNbrHs/fj92Ww2qqqqYtKkSXHSSSdF//79Y+LEibFu3bqW/VEAAAAAAAAAOyjRHbrV1dUxceLE+OlPfxqVlZX1CtzNstls5OXlRb9+/aJ///7Ro0eP6N69e3Tq1CmKiooim83G+vXrY82aNbF48eJYvHhxzJ8/P956663YtGlTvfWy2Wy8/vrrcckll8T48ePju9/9blx00UVRWFjYqr8bAAAAAAAAoCESK3Tvvvvu+N73vhdLliyJbDZbr8Rt3759HHfccXH88cfHscceGwcffHCjS9fq6uqYPXt2PP300/HUU0/FU089Ve8dvJWVlTFu3Li44YYb4ic/+UmMHj262X4bAAAAAAAAQHNIpNA98sgj4/nnn4+IqLcr96STTopzzjknTj311CguLt6hNQoLC2PIkCExZMiQ+N73vhdVVVUxderUmDRpUjz++OO545qXLFkSY8aMiYkTJ8asWbN2+LcBAAAAAAAANJdECt3nnnsuMplMZLPZ6Nq1a1x00UVx/vnnR69evVpszeLi4jjzzDPjzDPPjPfffz9uvfXWuOWWW2L58uWRzWZzBTMAAAAAtITq2rqorKpJOsYWLV1dnXQEAAC2IrEjl0tLS+Oqq66Kb3zjG1FUVNSqa/fs2TMmTJgQV111Vdx2221x7bXXRmVlZatmAAAAAGDXsH5DXYybPDemVSyLmo2bko4DAEAbk5fEoj/+8Y/jrbfeiksvvbTVy9yP22233eLSSy+Nt99+OyZMmJBYDgAAAAB2XuMmz40pLy9R5gIA0CSJ7NC9+uqrk1h2q4qKilKXCQAAAIC2r7q2LqZVLEs6BgAAbVgiO3QBAAAAYFdQWVXTpnfmFuTnRWlxQdIxAAB2aQpdAAAAAGCLhg8si8L27ZKOAQCwS0vkyGUAAAAAIL0K8vNi+MCyuP70g5KOAgCwy1PoAgAAAEAC7r9gSJSXFCYdY4tKiwvszAUASIk2WeiuWLEiZs6cGfPmzYsVK1bEhx9+GJs2bYrvfOc7sd9++yUdDwAAAAC2q7ykMHp3LUo6BgAAKdemCt2pU6fGDTfcEDNmzIhsNvup788888wtFrrf//73429/+1tERPTp0yduv/32Fs8KAAAAAAAAsKPaRKG7cuXKOPfcc+ORRx6JiMiVuZlMpt7nrRk0aFBcd911ufsuv/zyGDhwYAunBgAAAAAAANgxeUkH2J7ly5fHkCFD4pFHHvnUrtxsNrvNInezL33pS9GrV6/c+Pe//32z5wQAAAAAAABobqkudLPZbIwYMSJef/313LWioqK45JJL4pFHHok5c+Zs8ejlT8pkMvHlL385N3788cdbJC8AAAAAAABAc0r1kcv33HNPzJo1K7cLd/DgwfHggw9G9+7d693XkF26p556avzyl7+MbDYbs2fPjqqqqiguLm6R3AAAAAAAAADNIdWF7ub33maz2dhnn33isccei86dOzdprsMOOyz3OZvNRkVFRQwePLhZcrYl1dXVMWvWrJg/f36sXLkyOnToEL169YrBgwfHZz7zmaTjAQAAAAAAAB+T2kJ30aJFUVFRkdt9e8011zS5zI2I2H333aN79+6xZMmSiIh4/fXXU1/ofvWrX4377ruv3rU+ffrEwoULGz1XZWVljB8/Pn7729/G2rVrt3jPYYcdFj/84Q9jxIgRTYkLAAAAAAAANLPUvkP3hRdeiIiPdtMWFhbGyJEjd3jOrl275j6vXLlyh+drSY888sinytymeuqpp2LgwIFx8803b7XMjYh46aWXYuTIkTFmzJjYsGFDs6wNAAAAAAAANF1qd+guW7YsIj56P+5nPvOZ6NChww7P2alTp9znbRWbSfvwww/jwgsvbJa5Zs6cGaecckqsX7++3vUuXbpE3759Y+XKlfHuu+9GXV1d7rvf/e53sWbNmpg8eXKD3k8MAAAAAAAAtIzU7tBds2ZN7vPHi9gdUVVVlfvcsWPHZpmzJYwbNy7ef//9iNixnCtXrowzzjijXpnbp0+feOihh2LFihXx97//PRYsWBALFy6Mb37zm/WeffDBB+PGG29s8toAAAAAAADAjkttobvHHnvkPjfX8ciLFy/e4vxp8tRTT8Wvf/3riIjIy8uLf//3f2/yXNdff32939y3b9+YNWtWjBgxot7O2169esWvfvWruOaaa+o9P2HChNQfTQ0AAAAAAAA7s9QWumVlZRHx0Tt033777Vi3bt0Ozffqq6/GqlWrcuO+ffvu0HwtYf369TF27NjIZrMREXHJJZfE4Ycf3qS5Kisr47//+7/rXbv99tujR48eW33mqquuiqFDh+bGH374YfzsZz9r0voAAAAAAADAjkttoXvEEUdEJpOJTCYTdXV18ec//3mH5vvNb36T+1xUVBT/8i//sqMRm90Pf/jDeOuttyIiYq+99or//M//bPJc9913X71jq4cOHRrDhg3b5jOZTOZTO4LvvPPOXMEMAAAAAAAAtK7UFrrdunWLQw45JFcm/td//VfU1dU1aa433ngjbrvttlxBfMIJJ0R+fn5zxt1hL774YvziF7/IjW+++eYdenfwn/70p3rj8847r0HPHX/88fV2Ly9dujSee+65JucAAAAAAAAAmi61hW5ExMUXX5z7PGfOnLjssssaPcfixYtj5MiRsXbt2lw5fMUVVzRbxuZQW1sb5513Xq6wHjVqVHzhC19o8nxr1qyJGTNm1Lv2+c9/vkHPZjKZOPHEE+tdmzJlSpOzAAAAAAAAAE2X6kJ3zJgxccABB0TER+/SnThxYowcOTLefvvt7T67cePGuOOOO2LQoEExf/783O7c4cOHxzHHHNPS0Rvl2muvjVdeeSUiIrp06RI33XTTDs33v//7v1FbW5sb9+3bN8rLyxv8/FFHHVVvPGfOnB3KAwAAAAAAADRNus4d/oRMJhP3339/HHXUUbFy5crIZrPxyCOPxJQpU2LIkCExaNCgiPio7M1kMnHXXXfFww8/HG+++WbMnDkzqqqqct9ls9no3bt3TJo0KeFfVV9FRUVcc801ufFPfvKTRpWvWzJv3rx644EDBzbq+U/e/8n5AAAAAFpLdW1dVFbVJB2jyZaurk46AgAAbVyqC92IiP322y8eeeSRGDlyZFRWVkZExKZNm2LWrFkxa9as3H3ZbDbuvvvueuOIyJW5PXv2jEceeSRKS0tb9wdsw6ZNm+K8886LDRs2RETEMcccE9/4xjd2eN7XXnut3rh3796Nev6T9y9atCiqq6ujsLBwh7MBAAAANMT6DXUxbvLcmFaxLGo2bko6DgAAJCb1hW5ExJAhQ2LOnDlxzjnnxBNPPFHvu0wms8VnNhe52Ww2hg0bFvfcc09069atNeI22E033RTPPfdcRER06NAhbrvttq3+nsb4xz/+UW/cq1evRj1fVlYW+fn5sXHjxoj4qHhevnx59OzZs1mybS7mG+rNN9/c4XUBAACAtmXc5Lkx5eUlSccAAIDEtYlCNyKie/fuMW3atJg5c2b84he/iGnTpkVVVdVW7y8sLIzjjjsuxo0bF8cff3wrJm2YBQsWxA9+8IPc+Kqrror+/fs3y9xr1qypN+7YsWOjns9kMrHbbrvV+/v7yTmbauLEiTF+/PhmmQsAAADYOVXX1sW0imVJxwAAgFRoM4XuZkcffXQcffTRsWnTppgzZ07Mmzcvli9fHqtWrYqioqLYc889o2/fvnHEEUdEQUFB0nG36vzzz4+1a9dGRET//v3j+9//frPN/cnytSlHJbdUoQsAAACwPZVVNTv9McsF+XlRWpze/+8KAID0aHOF7mZ5eXlx6KGHxqGHHpp0lEa74447Yvr06RHx0W7Y2267LTp06NBs81dXV9cbN2XuT5bh69ev36FMAAAAAPzT8IFlUdi+XdIxAABoA9psodtWLVmyJK644orceOzYsXHMMcc06xqf3JG7YcOGRs9RU1OzzTmb6qKLLopRo0Y16pk333wzRo4c2SzrAwAAACSpID8vhg8si+tPPyjpKAAAtBEK3Vb2rW99K1atWhUREeXl5fHTn/602dfo1KlTvfEnd+w2xCd35H5yzqbq1q1bdOvWrVnmAgAAAHY9918wJMpLmucPniehtLjAzlwAABol1YXuoYceGl//+tfjrLPOij333DPpODvs/vvvjz/+8Y+58S9/+cvo0qVLs6/zyfJ187t6GyqbzbZYoQsAAACwI8pLCqN316KkYwAAQKvJSzrAtsyZMycuv/zy6NmzZ4wYMSIefPDBqK2tTTpWk40bNy73+dRTT42vfOUrLbLOJ3fAvvfee416ftmyZbFx48bcOC8vb6co1AEAAAAAAKCtSXWhu1ltbW1MmTIlRo0aFd27d49LLrkkXnzxxaRjNdrmo5YjIqZOnRqZTGa7fx1//PH15li0aNGn7pkzZ069e/bbb79643feeadROT95f58+fZrtHboAAAAAAABAw6W+0M1ms5HJZHKfV6xYERMnTowjjjgiBg4cGD/96U9j8eLFCadMl/79+9cbV1RUNOr5efPmbXM+AAAAAAAAoHWkutB944034gc/+EH06dMnstlsRES9cnf+/Plx1VVXRZ8+feKkk06Ke++9N6qrq5OMnAr7779/tG/fPjdeuHBhLFmypMHPP/vss/XGBx98cLNlAwAAAAAAABouP+kA27LPPvvEhAkTYsKECTFjxoz47W9/Gw888EBUVVVFxEflbjabjbq6upg+fXpMnz49iouLY9SoUXHOOefEMccck/AvqO9Pf/pTo98BPHfu3Ljiiity47Kysrj77rvr3dOvX7964+Li4hg6dGg88cQTuWvTpk2Lc845Z7vrZbPZmD59er1rX/ziFxuVGQAAAAAAAGgeqS50P27o0KExdOjQuPnmm+PBBx+MSZMmxfTp0z91JPPq1avjzjvvjDvvvDP23nvvGDNmTJx99tnRt2/fhH9BxLHHHtvoZ/Lz6/8jKiwsjBNPPHG7z5122mn1Ct077rijQYXuX/7yl1iwYEFuXFZWFoMHD25EYgAAAAAAAKC5pPrI5S3Zbbfd4mtf+1o89thj8e6778Z1110XAwcO3OKRzAsWLIjx48dHv3794thjj43f/OY3sWbNmiTjt5ozzzwzOnbsmBvPmDEjnnzyyW0+k81mY/z48fWunXvuuZGX1+b+NQEAAAAAAICdQptu6rp37x5XXnllvPLKK/G3v/0tLr744thjjz22WO7OnDkzxo4dG+Xl5TF69OgkY7eKbt26xcUXX1zv2tixY2Px4sVbfebaa6+NGTNm5MadO3eOcePGtVhGAAAAAAAAYNvadKH7cYceemjcdNNNsXjx4njooYfiX//1X6N9+/a5cjebzUY2m41169bFvffem3Da1nHllVdGeXl5brxgwYI48sgj4+GHH879fYmIeO+99+KCCy6Iq6++ut7zV199dXTt2rXV8gIAAAAAAAD1tZl36DZUfn5+nHbaaXHaaafFypUr47777ou77rorXnjhhchkMvWKzJ1d165d4w9/+EOcdNJJUV1dHRERixYtihEjRkSXLl2ib9++sWrVqnjnnXeirq6u3rMjRozNrm2rAAAgAElEQVSIK664IonYAAAAAAAAwP/ZaXbobsnuu+8eAwYMiAEDBkRBQUHScRIxdOjQmDp16qd22q5atSpmz54dCxYs+FSZe9ZZZ8Uf/vCH3JHVAAAAAAAAQDJ2ykL3jTfeiB/+8IfRt2/fGDZsWPzud7+LDRs2JB0rMSeccEJUVFTEhRdeGEVFRVu975BDDokHHngg7rnnnl22AAcAAAAAAIA02WmOXF61alW945UjIne88uadppvHhx12WDIhm+C4445rlmOiy8rKYuLEiXHDDTfErFmzYt68ebFq1aro0KFD9OzZMwYPHhz9+vVrhsQAAAAAAABAc2nThW5dXV08+uijcdddd8XUqVNzu3Cz2WxkMpncO3Oz2Wx07949Ro8eHWPGjImBAwcmnDw5u+22WwwbNiyGDRuWdBQAAAAAAABgO9pkofv3v/897rrrrrjvvvvigw8+iIgt78YtLCyMkSNHxpgxY2L48OGRl7dTnjANAAAAAAAA7KTaTKG7ZMmSmDRpUkyaNCkqKioion6J+/HduEceeWSMGTMmzjjjjCgpKUkyNgAAAAAAAECTpbrQXb9+fTz44IPxu9/9Lp588snYtGnTVkvcPn36xNlnnx3nnHOOd8ECAAAAO7Xq2rqorKpJOkaLWbq6OukIAACQGqkudMvKymLt2rURUX837uYSt1OnTvHlL385xowZE8cdd1yCSQEAAABa3voNdTFu8tyYVrEsajZuSjoOAADQClJd6K5Zsyb3TtzNRW5ExPHHHx9jxoyJ008/PYqKipKMCAAAANBqxk2eG1NeXpJ0DAAAoBWlutCN+OfO3H333TfOOeecOPvss2OvvfZKOBUAAABA66qurYtpFcuSjgEAALSyVBe6nTt3jjPOOCPGjBkTQ4YMSToOAAAAQGIqq2p2+WOWC/LzorS4IOkYAADQqlJd6C5dujQKCvyPdAAAAAAihg8si8L27ZKOAQAArSrVha4yFwAAAICC/LwYPrAsrj/9oKSjAABAq0t1oQsAAADA9t1/wZAoLylMOkaLKS0usDMXAIBdlkIXAAAAoI0rLymM3l2Lko4BAAC0gLykAwAAAAAAAACwZYns0P385z9fb5zJZOLxxx/f7n3NZWvrAQAAAAAAAKRJIoXu9OnTI5PJRERENpvNfd7Wfc1lW+sBAAAAAAAApIkjlwEAAAAAAABSKpEduhEf7ZRtzvsAAAAAAAAAdjaJFLq1tbXNeh8AAAAAAADAziiRQrddu3bNeh8AAAAAAADAzsg7dAEAAAAAAABSSqELAAAAAAAAkFKJHLncUIsXL859Li0tjfbt2zd5rtra2qisrMyNe/TosUPZAAAAAAAAAFpaqnfo9urVK3r37h29e/eOZ555ZofmmjFjRm6uvfbaq5kSAgAAAAAAALScVO/QjYjIZrORyWSabS4AAAAAAACAtiLVO3QjotnKXAAAAAAAAIC2JvWFLgAAAAAAAMCuapcpdKurq3OfCwsLE0wCAAAAAAAA0DCpf4duc3n77bdzn0tKShJMAgAAAKRVdW1dVFbVJB1ji5aurt7+TQAAwE5nlyh0N23aFJMmTYqIj97Ju++++yacCAAAAEiT9RvqYtzkuTGtYlnUbNyUdBwAAICcxAvd3//+9w2674knnoilS5c2eN5sNhvr1q2LBQsWxJ/+9KeYP39+7rvBgwc3OicAAACw8xo3eW5MeXlJ0jEAAAA+JfFCd/To0ZHJZLb6fTabjYiI6667rslrZLPZ3BqZTCbOPvvsJs8FAAAA7Fyqa+tiWsWypGMAAABsUeKF7mabi9umfr81mUwmMplM7vn/9//+Xxx44IFNmgsAAADY+VRW1bTpY5YL8vOitLgg6RgAAEALSUWh29SytjFz77///vGd73wnvv71r7fYWgAAAACtbfjAsihs3y7pGAAAQAtJvNC9/fbbt3g9m83G+eefnzsq+fLLL48BAwY0eN68vLzo2LFjdO3aNfbff//o3r17s+QFAAAASIOC/LwYPrAsrj/9oKSjAAAALSjxQve8887b6nfnn39+7vMpp5wSJ5xwQmtEAgAAAIiIiPsvGBLlJYVJx9ii0uICO3MBAGAXkHihuz0teRwzAAAAwLaUlxRG765FSccAAAB2YakudN94443c5549eyaYBAAAAAAAAKD1pbrQ3WeffZKOAAAAAAAAAJCYvKQDAAAAAAAAALBlCl0AAAAAAACAlFLoAgAAAAAAAKRUqt+h+0mrV6+O//mf/4lZs2bF7Nmz44MPPohVq1ZFTU1No+bJZDKNfgYAAAAAAACgtbWJQnfDhg1x9dVXx6233hpr167NXc9ms02aL5PJNFc0AAAAAAAAgBaT+kJ3+fLlceKJJ8bLL7+cK3AzmUxks9l6xewnx5/U1PIXAAAAAAAAICmpLnTr6uri9NNPj7lz50bEP4vc0tLS6NOnT7z44ou56wcccEAUFhbGihUrYtGiRVFXV5f7LiKiT58+0atXr2R+CAAAAAAAAEAT5CUdYFvuvffeePrppyOTyUQmk4m99torHnvssVi6dGk8//zzEfHPwvYXv/hFvPDCC/Hmm2/Ghx9+GFOnTo1TTjkltzP3gw8+iPPOOy+eeeaZeOaZZxL7TQAAAAAAAAANlepC92c/+1lEfHRccufOneOpp56Kz3/+89t9rqioKE4++eSYMmVKPPTQQ1FSUhLr1q2L8847L26++eaWjg0AAAAAAADQLFJb6P7jH/+Il19+Obc797vf/W706dOn0fOcdtpp8eijj0aHDh0im83G5ZdfHrNnz26BxAAAAAAAAADNK7WF7nPPPRcRkTsy+eyzz97m/Zvv25IhQ4bE5ZdfHhEfvZf3Bz/4QTOlBAAAAAAAAGg5qS10ly5dmvtcXl4ePXr02Ob91dXV2/z+oosuioiPit/HH388Pvjggx0PCQAAAAAAANCCUlvorlixIiIiMplMlJeXb/GeDh065D6vX79+m/P16tUr9t5774j4qNT961//2jxBAQAAAAAAAFpIagvddu3a5T4XFBRs8Z6SkpLcUcuLFy/e7pzdunXLfX777bd3MCEAAAAAAABAy8pPOsDWdOnSJfd59erVW7xnzz33zB2d/NZbb213zrVr127xMwAAAJC86tq6qKyqafV1l67e9mucAAAAkpTaQrdfv34R8dHxyMuWLdviPQcccEDMnz8/IiKeeeaZbc63Zs2aeP311yOTyURERKdOnZoxLQAAANBU6zfUxbjJc2NaxbKo2bgp6TgAAACpktojlw844IDc5xUrVsQ//vGPT90zaNCgiPio9J07d27Mnj17q/PdcsstUVtbmzuiefP7dAEAAIBkjZs8N6a8vESZCwAAsAWpLXRLS0vjs5/9bG48a9asT93zla98JSIiMplMZLPZGD16dLz33nufuu+Pf/xj/OhHP8rtzm3Xrl0MHTq0hZIDAAAADVVdWxfTKrZ8MhcAAAApPnI5ImL48OHx+uuvR0TEo48+GiNHjqz3/d577x1f+MIXYsqUKZHJZGLevHkxYMCAOOWUU2K//faLDRs2xMyZM+Ovf/1rbmduJpOJM844o947egEAAIBkVFbVpHZnbkF+XpQWFyQdAwAA2MWlutD9yle+EjfffHNks9m4//7748Ybb4yOHTvWu+emm26KGTNmRFVVVWQymVi7dm1Mnjy53j3ZbDa3i7e0tDR+8pOftObPAAAAANqg4QPLorB9u6RjAAAAu7hUF7rHHHNMXHrppVFdXR0REa+//noccsgh9e7Ze++947HHHotTTz01Vq5cmTtW+eM2l7k9evSIhx9+OHr06NEq+QEAAIC2pyA/L4YPLIvrTz8o6SgAAADpLnQjIm688cbt3nPEEUfEa6+9FhMmTIj7778/li2r/+6d8vLyOPvss+PKK6+MPfbYo6WiAgAAAM3o/guGRHlJYauvW1pcYGcuAACQGqkvdBtqzz33jJtuuiluuummWLBgQSxbtiyy2WyUl5dH3759k44HAAAANFJ5SWH07lqUdAwAAIBE7TSF7sf17dtXiQsAAAAAAAC0eXlJBwAAAAAAAABgyxS6AAAAAAAAACml0AUAAAAAAABIKYUuAAAAAAAAQErlJ7Ho73//+ySWreess85KOgIAAAAAAADANiVS6I4ePToymUwSS+codAEAAAAAAIC0S6TQ3SybzbbqeplMJrLZbOJlMgAAAAAAAEBDJPYO3dYuc5NaEwAAAAAAAKCpEtmhe/vttyexLAAAAAAAAECbkkihe9555yWxLAAAAAAAAECbktiRywAAAAAAAABsm0IXAAAAAAAAIKUUugAAAAAAAAAppdAFAAAAAAAASKn8pAMAAAAAyaqurYvKqppE1l66ujqRdQEAANoKhS4AAADsotZvqItxk+fGtIplUbNxU9JxAAAA2IJUF7odOnRokXkzmUzU1CTzJ48BAAAgLcZNnhtTXl6SdAwAAAC2IdWF7saNG1tk3kwm0yLzAgAAQFtRXVsX0yqWJR0DAACA7Uh1oRvxUfmazWYbdf+WNGYOAAAA2NlVVtWk+pjlgvy8KC0uSDoGAABA4lJd6B555JGN3k27bt26qKysjPfeey8i/lnw9uzZM/bee+/mjggAAAC0gOEDy6KwfbukYwAAACQu1YXuzJkzm/zssmXL4r777ouf/exn8f7778fy5ctjwoQJce655zZjQgAAAKA5FeTnxfCBZXH96QclHQUAACAVUl3o7oiysrK49NJLY8yYMTFq1Kh44oknYuzYsVFdXR0XXnhh0vEAAAAgte6/YEiUlxQmsnZpcYGduQAAAB+z0xa6m3Xp0iUeeuihGDRoULz22mtx6aWXxuDBg+PQQw9NOhoAAACkUnlJYfTuWpR0DAAAACIiL+kAraFjx47x4x//OCIi6urqYty4cQknAgAAAAAAANi+XaLQjYj44he/GIWFhZHNZuOpp56Kd955J+lIAAAAAAAAANu0yxS6BQUF8ZnPfCY3fvbZZxNMAwAAAAAAALB9u0yhGxHRqVOn3Od33303wSQAAAAAAAAA27dLFbqLFy9OOgIAAAAAAABAg+0yhe7cuXPjvffei0wmExERpaWlCScCAAAAAAAA2LZdotCtqamJiy++OCIistlsREQcfPDBSUYCAAAAAAAA2K6dvtD9y1/+EkcffXTMmjUrtzu3d+/eccghhyScDAAAAAAAAGDb8pMOsC3nn39+k55bv359LFu2LObOnRsffPBB7no2m41MJhPjx49vrogAAAAAAAAALSbVhe6vf/3r3K7apth8vPLH5zj33HNjzJgxO5wNAAAAAAAAoKXt1Ecuby5ys9lsFBQUxHXXXRe33357wqkAAAAAAAAAGibVO3Qj/rnLtil23333OPTQQ+OUU06J0aNHR2lpaTMmAwAAAAAAAGhZqS5033jjjUY/k8lkorCwMEpKSqJTp04tkAoAAAAAAACgdaS60N1nn32SjgAAAAAAAACQmJ36HboAAAAAAAAAbZlCFwAAAAAAACClUn3kMgAAAOzsqmvrorKqptXXXbq6utXXBAAAoPEUugAAAJCA9RvqYtzkuTGtYlnUbNyUdBwAAABSSqELAAAACRg3eW5MeXlJ0jEAAABIuTZV6M6bNy8effTRmD17drzzzjuxevXqWL9+fWSz2UbNk8lk4rXXXmuhlAAAALBt1bV1Ma1iWdIxAAAAaAPaRKH7/PPPx2WXXRYvvPBCveuNLXI3y2QyzRELAAAAmqSyqia1xywX5OdFaXFB0jEAAAD4P6kvdCdOnBjf/va3I5vN5grczYVsU4rZppbAAAAAsCsYPrAsCtu3SzoGAAAA/yfVhe7UqVPj4osvjoiPyttMJpMrdtu1axclJSVRVFSUcEoAAABo+wry82L4wLK4/vSDko4CAADAx6S60P32t78dEZErcrt27RqXXXZZjBgxIgYMGBD5+amODwAAAI12/wVDoryksNXXLS0usDMXAAAghVLbiL744ouxYMGCXJm7//77xxNPPBHdunVLOhoAAAC0mPKSwujd1WlUAAAAfCQv6QBbM3fu3Ij46J23mUwm7rzzTmUuAAAAAAAAsEtJbaFbWVmZ+9yzZ884/PDDE0wDAAAAAAAA0PpSW+gWFX10vFQmk4kePXoknAYAAAAAAACg9aW20N13331znz/88MMEkwAAAAAAAAAkIz/pAFtz9NFHR0FBQdTU1MTbb78dq1evjpKSkqRjNbsNGzbE/PnzY+HChfH+++9HVVVV1NbWRklJSeyxxx5x4IEHxoABA6Jdu3bNst7GjRvj+eefj1dffTWWL18e7dq1i+7du8dhhx0W+++/f7OsAQAAAAAAADSP1Ba6JSUl8bWvfS3uvPPO2LhxY0yaNCm+9a1vJR2rWUyePDmmT58ezz77bMyfPz82bty4zfs7d+4cX/3qV+PSSy+N/v37N2nNNWvWxHXXXRe33HJLrFixYov37LfffvHd7343vv71r0cmk2nSOgAAAAAAAEDzSe2RyxER11xzTXTr1i0iIv793/893nzzzYQTNY/LLrssbr311nj11Ve3W+ZGfHTk9K9+9as48MAD4z/+4z8im802ar1XXnklDjzwwLjmmmu2WuZGRLz22mvxb//2b3HyySc75hoAAAAAAABSINWFbllZWTz00ENRXFwcK1asiOOPPz6efvrppGO1iMLCwvjsZz8bhx9+eBx22GHRp0+fT+2Sra2tjfHjx8fYsWMbPO9rr70WJ5xwQixYsKDe9U6dOsWBBx4Y++67b7Rv377ed48//nicfPLJUV1d3fQfBAAAAAAAAOyw1B65vNkRRxwRs2bNitNPPz3mz58fJ5xwQhx33HFx+umnx6GHHhqlpaVRWFjY6Hl79OjRAmkbt/6pp54aQ4cOjSFDhkTfvn0jL69+v75y5cqYPHlyTJgwId57773c9TvvvDOOPvroOPfcc7e5xsaNG2PUqFHxwQcf5K517do1brzxxvjqV7+aK3JXrFgRP//5z+Paa6+NTZs2RUTEX//617jyyivjpptuaq6fDAAAAAAAADRSJtvY83sTsnTp0hg2bFjMmzdvh9/vmslkGnTUcUt5+eWX43Of+1yDf8fKlSvjxBNPjL///e+5a927d4/3/j97dx6mVX3fjf9zhhlmEIdFGUA2RVQE10fUBCPuGINrU40RMVjpY6w2icZAY2KtFElNTBQtNWnUmBjFRtBqRKOiYiDaKtpHFEEUBQVZZR22YYY5vz/4cZdhn41zj7xe1zVX7u+Zcz7nfeM/hrffc+bN26YE3tKvf/3r+Pa3v51bt23bNv7yl79E7969t3v+mDFj4vLLL8+tCwsLY/r06XHooYfuVs7G8t5778WRRx6ZW0+bNi2OOOKIDBMBAADUz9xla6PfzyZu93eTh50eXffbZw8nAgCoP3+XC9A48vqRy5v9/Oc/j8MOOyzef//9SJIk0jSt90+Wjj766FqV0m3bto2HH364xjULFiyIV199dYfXbNiwIW677bYax37+85/vsMyNiBg4cGAMGjQot66qqopbb711t3MCAAAAAAAADSvvC91BgwbFP/zDP8Tq1atzRWx9d+g2Rb169Yo+ffrUODZjxowdnv/888/H3Llzc+uDDjpol49ojoi49dZba/z5jh07NlauXFmHxAAAAAAAAEB95fU7dO+8884YM2ZMRESNnbn7779/HHHEEbH//vvHPvvsPY+h6tGjR7z55pu59Zbvxt3aU089VWP9N3/zN7tVhPfo0SNOPfXUeOWVVyIiorKyMp599tm47LLL6hYaAAAAAAAAqLO8LXQrKipi5MiRNYrc0047LW677bY46aSTso6XifXr19dYt2nTZofnPvPMMzXWZ5999m7fp3///rlCNyJi/PjxCl0AAAAAAADIQN4Wuq+88kosX748kiSJJEnioosuirFjx0ZBQd4/JbpRpGkaU6ZMqXFs60cwb7Zo0aJYuHBhbl1cXBzHHXfcbt/rK1/5So3122+/XYukAAAAAAAAQEPJ23Z08/th0zSNJEninnvu2WvL3IiI3/zmNzF//vzc+vDDD48TTzxxu+du/W7dQw45JJo3b77b9+rdu3eN9axZs6KqqqoWaQEAAAAAAICGkLc7dCsqKiJi07tzDznkkOjcuXPGibLzu9/9Lq699trcuqCgIEaPHr3Dd+LOnDmzxrpr1661ul9ZWVmUlJTkHvG8YcOGmD17dhx66KG1TA4AAJCd9ZUbY0l5RdYxtmvhqvW7PgkAAAAijwvdTp065T7v7F2xXwQffPBBfPrpp7l1ZWVlLF++PKZNmxZPPfVUTJ8+Pfe75s2bx69//es488wzdzhv8eLFNdZdunSpdaZOnTrFxx9/XGOmQhcAAGgK1m3YGEPHTY0J0xdFRVV11nEAAACgXvK20O3evXvu85IlSzJM0vjuvffeuPvuu3d6TpIkcc4558S//Mu/xDHHHLPTc1evXl1j3bJly1pn2vqarWfW1eLFi2v9z3PWrFkNcm8AAGDvMHTc1Bj/zoKsYwAAAECDyNtC96STTopOnTrF/PnzY86cOTFv3rw67TT9orjkkkviu9/97i7L3Ihty9eSkpJa369FixY7nVlX9957bwwfPrxBZgEAAGxtfeXGmDB9UdYxAAAAoMEUZB1gRwoKCmLIkCG59Z133plhmuw99thjcfLJJ8cpp5yyyx2rm999u1nz5s1rfb/i4uIa63Xr1tV6BgAAwJ62pLyiST9mubiwIMpKi3d9IgAAAHuNvC10IyJuuummOProoyNN0xg9enQ89dRTWUdqFKNGjYo0TXM/a9eujblz58b48eNjyJAhNXbLTp48OU444YR48803dzhv6x25GzZsqHWmioqKnc4EAACg4fXv3SFKipplHQMAAIA8krePXI7YVCI+99xzMWDAgHj77bfjkksuiZtuuimGDh0a++67b9bxGk2LFi2iS5cu0aVLlzj33HPjhz/8YVxyySXx9ttvR0TEihUr4qKLLopp06ZFmzZttrl+6z+brXfs7o6td+Q21J/3tddeG5dcckmtrpk1a1ZcdNFFDXJ/AACAfFRcWBD9e3eIOy7e9Wt2AAAA2LvkdaE7ZsyYiNhUAv7kJz+JOXPmxG233RajRo2Kr371q9GnT58oKyur0+7RgQMHNnTcRnPIIYfEhAkT4rjjjou5c+dGRMRnn30Wd9xxR4wcOXKb87cuX9esWVPre259TUMVuu3bt4/27ds3yCwAAIDaGHtN3+jYKj+fPlRWWmxnLgAAANuV14XuoEGDIkmS3DpJkkjTNMrLy+Pxxx+Pxx9/vM6zm1KhGxHRrl27GD58eFx11VW5Y7/97W+3W+huXZjOmzev1vebP3/+TmcCAAA0NR1blUTX/fbJOgYAAADUSl6/Q3ezNE1zn5MkqVHybvnu2V39bD2rqfmrv/qrGt99/vz58cknn2xzXs+ePWusP/3001rdZ/HixTUe09y8efM4+OCDa5kWAAAAAAAAqK+8L3S3LGJ3VNLWdlZT1aZNm9hvv/1qHFu4cOE25x1++OE11h999FFs2LBht+8zY8aMGusePXpEYWFeb+YGAAAAAACAL6S8bunuu+++rCPkvaKiom2OdezYMTp27JgreysqKuKtt96Kvn377tbMV199tcb62GOPrX9QAAAAAAAAoNbyutAdMmRI1hHySnl5eSxbtqzGsQ4dOmz33HPPPTceeOCB3HrChAm7XehOmDChxvr888+vZVIAAAAAAACgIeT9I5f5X88880yNx0aXlZXFAQccsN1zL7jgghrrBx98cLceOf3RRx/Fn//859y6qKgoBgwYUMfEAAAAAAAAQH0odJuIdevWxT/90z/VOHbeeedFQcH2/xF+9atfjS5duuTWc+bMiQcffHCX97n11ltrFL9//dd/Ha1bt65jagAAAAAAAKA+FLp72LBhw2LKlCm1umbZsmVxwQUXxAcffJA71qxZs7jhhht2eE1xcXH8+Mc/rnHsBz/4QUyfPn2H14wZMyYefvjhGvcYPnx4rbICAAAAAAAADUehu4e98MILceKJJ8aXvvSluPPOO+Ptt9+OysrKbc5L0zTef//9GDFiRPTs2TNefPHFGr+/4YYb4qijjtrpvYYMGRJHHHFEbr18+fLo169fPPTQQ1FVVZU7vmzZsvjHf/zHuOKKK2pc/+1vfzsOO+ywunxNAAAAAAAAoAEUZh1gb/XGG2/EG2+8ERERzZs3j86dO0ebNm2iefPmUV5eHnPnzo3y8vLtXjt48OD46U9/ust7FBUVxdixY+Pkk0+OZcuWRcSm8nbw4MFx3XXXRY8ePWLdunUxe/bsbUrlE088MX7+85/X81sCAAAAAAAA9ZHXhe78+fMbbXanTp0abXZtbdiwIWbPnr3L81q1ahW33357XHPNNZEkyW7N7tWrV7z88stx4YUXxieffJI7vnr16pg6dep2rznrrLNi7Nix0aJFi937AgAAAAAAAECjyOtCt0uXLrtdXNZGkiQ1Hjm8Jz366KPx9NNPx4QJE+KNN96IVatW7fT8JEniqKOOiiuuuCIGDx4cZWVltb7nMcccE++++278y7/8S/zqV7+K5cuXb/e8Qw89NIYNGxZDhgxplD93AAAAAAAAoHbyutDdLE3TrCM0mF69ekWvXr1i2LBhUV1dHR9++GHMmjUrPv3001i1alVUVlZGaWlptG7dOg466KA47rjjolWrVvW+b2lpafzkJz+J4cOHx+uvvx7Tpk2LpUuXRrNmzeKAAw6I4447bpfv5AUAAAAAAAD2rCZR6NbF1jtM87EULigoiJ49e0bPnj332D2Liori5JNPjpNPPnmP3RMAAAAAAACom7wudAcOHFjrR/+uXbs2lixZEv/v//2/WLNmTURsKncPPvjg6Nu3b2PEBAAAAAAAAGgUeV3oPposwagAACAASURBVPzww3W+trq6Op5++ukYPnx4vP322zFnzpy4/PLLY/jw4Q2YEAAAAAAAAKDx5HWhWx8FBQVx4YUXxoABA2LIkCHx8MMPx2233RZVVVUxcuTIrOMBAADkpfWVG2NJeUXWMeps4ar1WUcAAACABvWFLXQ3KyoqigcffDBmzpwZU6ZMidtvvz3OOOOMOPPMM7OOBgAAkDfWbdgYQ8dNjQnTF0VFVXXWcQAAAID/X0HWAfaEZs2axYgRI3LrH/7whxmmAQAAyD9Dx02N8e8sUOYCAABAntkrCt2IiDPPPDNKS0sjTdP4n//5n5g5c2bWkQAAAPLC+sqNMWH6oqxjAAAAANux1xS6zZo1iwMPPDC3fv311zNMAwAAkD+WlFd84XfmFhcWRFlpcdYxAAAAoNb2mkI3IqKkpCT3ecGCBRkmAQAAYE/q37tDlBQ1yzoGAAAA1Fph1gH2pE8//TT3ubBwr/rqAAAAe6XiwoLo37tD3HHxMVlHAQAAgDrZa1rNyZMnx+LFi3Pr9u3bZ5gGAACgaRh7Td/o2Kpk1yfmqbLSYjtzAQAAaNL2ikJ3+fLlce2110aSJJGmaUREnHDCCRmnAgAAyH8dW5VE1/32yToGAAAA7LW+0O/QLS8vjwcffDCOPfbYmD59ekREJEkSvXr1isMPPzzjdAAAAAAAAAA7l9c7dM8+++w6Xbdu3bpYtGhRzJ49O6qrqyNN09zu3CRJ4vbbb2/gpAAAAAAAAAANL68L3RdffDGSJKnTtZsfrRwRNR61fMstt8R5553XIPkAAAAAAAAAGlNeF7r1sbkITtM00jSNjh07xqhRo+Ib3/hGxskAAAAAAAAAdk/eF7pb7rTdXUVFRVFaWhoHHnhgHHfccTFgwIA4//zzo7Aw778uAAAAAAAAQE5eN5yVlZW1viZJkigoKGiENAAAAAAAAAB7Vl4Xus2aNcs6AgAAAAAAAEBmbGUFAAAAAAAAyFMKXQAAAAAAAIA8pdAFAAAAAAAAyFMKXQAAAAAAAIA8ldeF7rRp0+Kwww7L/UyaNKlOc/785z/nZvTs2TM+/PDDBk4KAAAAAAAA0PDyutD95S9/GbNmzYpZs2ZFYWFhnHLKKXWac8opp0RBQUFu1q9//esGTgoAAAAAAADQ8PK60H3yyScjIiJJkrjiiivqPCdJkvjWt74VERFpmsYTTzzRIPkAAAAAAAAAGlPeFrrvv/9+LFiwILe+4IIL6jXvwgsvzH2eM2dOzJkzp17zAAAAAAAAABpb3ha67733Xu7zvvvuG0cccUS95vXu3Tv23Xff3Prdd9+t1zwAAAAAAACAxlaYdYAd+eyzzyJi0+OSu3btWu95SZJEt27dYvr06RER8emnn9Z7JgAAQENaX7kxlpRX7PH7Lly1fo/fEwAAANg9eVvorl69Ove5tLS0QWZuOae8vLxBZgIAANTXug0bY+i4qTFh+qKoqKrOOg4AAACQR/K20N3y8cgrVqxokJkrV67MfW7evHmDzAQAAKivoeOmxvh3FmQdAwAAAMhDefsO3bKysoiISNM05s2bF1VVVfWaV1lZWeMxy5vnAwAAZGl95caYMH1R1jEAAACAPJW3hW6PHj1yn9euXRuTJk2q17xJkybF2rVrc+sDDzywXvMAAAAawpLyirx9zHJxYUGUlRZnHQMAAAD2anlb6B5//PHRunXrSJIkIiJuv/32es3b8vp99tkn+vbtW695AAAAX3T9e3eIkqJmWccAAACAvVreFroFBQVxzjnnRJqmkaZpvPTSS3HPPffUadY999wTL730UiRJEkmSxFe/+tUoKipq4MQAAABfDMWFBXHe0QfEHRcfk3UUAAAA2OsVZh1gZ26++eZ47LHHImLTu3S///3vx4oVK+Lmm2+OgoJdd9HV1dUxYsSIGDFiRCRJEmmaRkFBQdx8882NHR0AAKDexl7TNzq2Ktnj9y0rLbYzFwAAAPJEXhe6RxxxRPzt3/5t3HfffZEkSVRXV8fw4cNjzJgxcd1118XXvva1OOSQQ7a5btasWfHss8/GvffeGx9++GGkaZrbnXvllVfGsccem8G3AQAAqJ2OrUqi6377ZB0DAAAAyFBeF7oREaNHj4733nsvXnvttdwu2w8++CCuv/76uP7666NVq1ZRVlYW++67b6xevTqWLFkSq1atiohNu3ojInddv3794pe//GWWXwcAAAAAAABgt+V9oVtUVBTPPPNMXHHFFTF+/PhIkiQi/resXblyZaxcuXK712557kUXXRS//e1vvTsXAAAAAAAAaDJ2/SLaPNC6dev44x//GP/6r/8anTp1qrHzdkc/EZuK3C5dusSvfvWreOKJJ6JVq1ZZfg0AAAAAAACAWsn7Hbpbuu666+Lqq6+OcePGxQsvvBCTJ0+OOXPmRHV1de6cgoKCOPjgg6Nfv35xzjnnxNe//vVo1qxZhqkBAAAAAAAA6qZJFboRmx7BfNlll8Vll10WEZt24a5YsSLKy8ujtLQ02rRpk9uhCwAAAAAAANCUNblCd2tJkkTbtm2jbdu2WUcBAAAAAAAAaFBN4h26AAAAAAAAAHsjhS4AAAAAAABAnlLoAgAAAAAAAOSpTArdpUuXZnHbncrHTAAAAAAAAMDeLZNCt0ePHjFy5MhYu3ZtFrevYe3atTFixIjo0aNH1lEAAAAAAAAAasik0F21alXccsstceCBB8bw4cMz2R27dOnSuPXWW+PAAw+MW2+9NcrLy/d4BgAAAAAAAICdyfQdukuXLo1//ud/jm7dusWVV14Zf/nLXxr9npMnT47BgwdHt27dYsSIEbFs2bJI07TR7wsAAAAAAABQW5kUuhMnTowjjjgiIiLSNI1169bF73//+zj11FPj4IMPjhtvvDEmTZoUlZWV9b5XZWVlTJo0Kb7//e9H9+7d47TTTouHH3441q1bF2maRpqmcdRRR8XLL79c73sBAAAAAAAANKTCLG566qmnxttvvx3//u//HiNHjoz58+dHxKZyd86cOTFq1KgYNWpUlJSUxJe+9KU4/vjj48gjj4yePXtGly5domPHjtGsWbMaMzdu3BgLFiyIefPmxcyZM+Pdd9+Nt956K954441Yv359bv6WOnXqFDfffHNcffXVUVCQ6WZlAAAAAAAAgG1kUuhGRBQUFMTf/d3fxVVXXRX33ntv3HXXXTFv3rzc7zfv3P3zn/8cf/7zn7e5vri4OFq0aBFpmsb69eujoqJiu/fZXOImSZI71qVLl7jxxhvjmmuuieLi4gb+ZgAAQL5ZX7kxlpRv//8zZG3hqvVZRwAAAADyWGaF7mbFxcVxww03xHe/+90YN25c/PKXv4zJkydvc97Wu2vXr1+f23m7PVsWuJudcsop8Xd/93dx8cUXb7PDFwAA+OJZt2FjDB03NSZMXxQVVdVZxwEAAACotcwL3c2aNWsWl156aVx66aUxd+7cePTRR2P8+PHx3//931FVVVXj3O2VtRE1S980TaOwsDC+/OUvx7nnnhuXXXZZdOvWrVG/AwAAkF+Gjpsa499ZkHUMAAAAgDrLm0J3S127do1hw4bFsGHDory8PP7rv/4r3nrrrXjnnXdi9uzZMXfu3Fi5cmWsW7cuIiJatGgRbdq0ia5du8ZBBx0URx99dPTp0yf69u0bpaWlGX8bAAAgC+srN8aE6YuyjgEAAABQL3lZ6G6ptLQ0zj777Dj77LOzjgIAADQhS8ormvRjlosLC6KstDjrGAAAAEDGCrIOAAAAwLb69+4QJUXNso4BAAAAZCzvd+gCAADsTYoLC6J/7w5xx8XHZB0FAAAAyAMKXQAAYK8z9pq+0bFVSdYxtqustNjOXAAAACBHoQsAAOx1OrYqia777ZN1DAAAAIBd8g5dAAAAAAAAgDyl0AUAAAAAAADIUwpdAAAAAAAAgDyl0AUAAAAAAADIUwpdAAAAAAAAgDyl0AUAAAAAAADIUwpdAAAAAAAAgDyl0AUAAAAAAADIUwpdAAAAAAAAgDyl0AUAAAAAAADIUwpdAAAAAAAAgDyl0AUAAAAAAADIU4VZB9iZ+fPn5z6XlZVFUVFRnWdVVlbGkiVLcutOnTrVKxsAAAAAAABAY8vrHbpdunSJrl27RteuXWPy5Mn1mjVp0qTcrG7dujVQQgAAAAAAAIDGk9c7dCMi0jSNJEkabBYAAAAAAABAU5HXO3QjosHKXAAAAAAAAICmJu936AIAAPlrfeXGWFJekXWM7Vq4an3WEQAAAADqba8pdNev/9+/zCkpKckwCQAANH3rNmyMoeOmxoTpi6KiqjrrOAAAAABfWHtNofvxxx/nPrdq1SrDJAAA0PQNHTc1xr+zIOsYAAAAAF94ef8O3YZQXV0dv//97yNi0zt5Dz300IwTAQBA07W+cmNMmL4o6xgAAAAAe4XMd+iOGTNmt8576aWXYuHChbs9N03TWLt2bcyePTueeuqpeP/993O/+9KXvlTrnAAAwCZLyiua9GOWiwsLoqy0OOsYAAAAALsl80J30KBBkSTJDn+fpmlERNx+++11vkeaprl7JEkSV1xxRZ1nAQAATVv/3h2ipKhZ1jEAAAAAdkvmhe5mm4vbuv5+R5IkiSRJctd///vfj6OPPrpOswAAgKaruLAg+vfuEHdcfEzWUQAAAAB2W14UunUta2sz+4gjjogbb7wxrrzyyka7FwAA7O3GXtM3OrYqyTrGdpWVFtuZCwAAADQ5mRe6991333aPp2kaV199de5RyTfccEP06tVrt+cWFBREy5YtY7/99osjjjgiDjjggAbJCwAA7FjHViXRdb99so4BAAAA8IWReaE7ZMiQHf7u6quvzn0eMGBAnHHGGXsiEgAAAAAAAEBeyLzQ3ZXGfBwzAAAAAAAAQD7L60L3ww8/zH3u3LlzhkkAAAAAAAAA9ry8LnR79OiRdQQAAAAAAACAzBRkHQAAAAAAAACA7VPoAgAAAAAAAOSpvH7k8o5UVFTE/PnzY+XKlbFu3bpI07TWM0466aRGSAYAAAAAAADQcJpMofvBBx/EAw88EH/605/i/fffj40bN9Z5VpIkUVVV1YDpAAAAAAAAABpe3he6lZWVcdNNN8Xdd98d1dXVddqNCwAAAAAAANAU5XWhu3HjxvjGN74Rf/zjH3NFbpIkERGKXQAAAAAAAOALL68L3dGjR8dTTz0VSZJEkiSRpmmkaRq9e/eOY489Ntq3bx8tW7bMOiYAAAAAAABAo8jbQre6ujpGjhyZK3IjIs4666y466674ogjjsg4HQAAAAAAAEDjy9tC9/XXX4/PP/88tzv3a1/7Wvzxj3+MgoKCrKMBAAAAAAAA7BF5245Onz49Iv73XbmjRo1S5gIAAAAAAAB7lbxtSJcsWZL7fNBBB8UhhxySYRoAAAAAAACAPS9vC92ioqKIiEiSJNq3b59xGgAAAAAAAIA9L2/foXvQQQflPq9YsSK7IAAAkIH1lRtjSXlF1jG2a+Gq9VlHAAAAANhr5G2h269fvygoKIjq6uqYM2dOrF27NvbZZ5+sYwEAQKNat2FjDB03NSZMXxQVVdVZxwEAAAAgY3n7yOX27dvHeeedFxERGzZsiCeeeCLjRAAA0PiGjpsa499ZoMwFAAAAICLyuNCNiPjZz34WJSUlERFx8803x7JlyzJOBAAAjWd95caYMH1R1jEAAAAAyCN5Xegedthh8eCDD0ZBQUHMnTs3BgwYEAsWLMg6FgAANIol5RVNemducWFBlJUWZx0DAAAA4AslrwvdiIhLL700Hn/88WjdunVMmTIljjzyyLjlllti2rRpWUcDAAC20L93hygpapZ1DAAAAIAvlMKsA+zMYYcdlvtcUFAQaZrG8uXLY+TIkTFy5MgoKSmJ/fffP/dY5t2VJEnMnDmzoeMCAMBeqbiwIPr37hB3XHxM1lEAAAAAvnDyutCdNWtWJEkSaZpGkiSRJElERKRpGhER69ati3nz5tV67uY5AADQVIy9pm90bFW7/5BxTykrLbYzFwAAAKCR5HWhu9nWBWx9CtnNZTAAADQlHVuVRNf99sk6BgAAAAB7WF4Xup06dbKbFgAAAAAAANhr5XWhW5fHKQMAAAAAAAB8URRkHQAAAAAAAACA7VPoAgAAAAAAAOSpvH7k8t4gTdOYM2dOvPvuuzFv3rxYsWJFFBcXR9u2bePQQw+NE044IUpKShr0nuXl5fHqq6/GBx98EKtWrYoWLVrEgQceGCeddFJ06tSpQe8FAAAAAAAA1J1CNwPLly+PJ598Mp577rl4+eWX4/PPP9/huUVFRXHuuefG9ddfH6eeemq97jt79uy45ZZb4rHHHosNGzZs8/skSeLUU0+N4cOHxymnnFKvewEAAAAAAAD11+Qfubxu3bpYuHBhzJ8/PyorK7OOs0vXXXdddOzYMa666qp47LHHdlrmRkRUVlbGk08+GaeddloMHjw4Vq1aVaf7PvbYY3HkkUfGww8/vN0yN2LTbuFXXnklTjvttPjhD38YaZrW6V4AAAAAAABAw2hyO3QnTZoUjz/+eEyePDnef//9qKioyP1uwoQJccYZZ2xzzdtvvx1r166NiIg2bdpE796991jerb3++uvbLVSbNWsWBxxwQHTo0CEqKyvjk08+iZUrV9Y456GHHor3338/Xnrppdh33313+55jx46Nyy67LKqrq2scLysri65du8bixYvjs88+yxW4aZrGT3/606ioqIi77rqrDt8SAAAAAAAAaAhNZofulClT4oQTTojTTz89Ro8eHVOnTo3169dHmqa73En68MMPR79+/aJfv35x8skn1yiBs9SmTZu49tpr45lnnonly5fH3Llz480334ypU6fG0qVLY+LEidGvX78a17zxxhtx5ZVX7vY9Pvroo/ibv/mbGmXuMcccEy+//HIsXrw43nrrrZg7d27MmDEjvv71r9e4dtSoUfHEE0/U6zsCAAAAAAAAddckCt3Ro0fHySefHP/zP/9TYxdpxKb3vu7K9773vWjWrFmkaRorV67MvKQ86KCD4v7774/58+fHv/3bv8WAAQOitLS0xjnNmjWL0047LSZOnBhXX311jd89/vjjMXHixN261z/+4z/GmjVrcusTTjghJk2aFKeffnqN83r27Bnjxo3b5l7Dhg2Lqqqq2nw9AAAAAAAAoIHkfaH7u9/9Lr773e/WeD9uQUFB9OnTJ/7qr/5qt97z2rVr1xoF5lNPPdUoWXfH8OHDY+bMmTFkyJBo0aLFLs9v1qxZ3HvvvXH88cfXOH7//ffv8tr33nsv/vCHP+TWzZs3j9/97nfRqlWr7Z6fJEncfffdceihh+aOffTRR/Hggw/u8l4AAAAAAABAw8vrQvfTTz+Na665JpIkye3EveGGG2LBggUxZcqUePzxxyNi93bp/vVf/3VEbNrZ+9JLLzVe6F0499xzo3nz5rW6plmzZjFs2LAax55//vldXveb3/ymxqOWv/nNb0avXr12ek1JSUn88Ic/rHFsd8pjAAAAAAAAoOHldaF7yy23REVFRW4X7u9///v4xS9+Ee3atav1rC3fRbts2bL4+OOPGyznnrD1u3SXLl0aa9eu3ek1f/zjH2ushwwZslv3uvTSS6Nly5a59ZQpU2L+/Pm7mRQAAAAAAABoKHlb6G7YsCEef/zx3O7c//t//28MHDiwzvN69uxZ4xHHM2bMaIiYe0zbtm23ObZy5codnj9z5syYNWtWbt2yZcs46aSTduteW5+bpmk888wztUgLAAAAAAAANIS8LXRfe+21WLNmTW537tChQ+s1r6CgIDp16pRbz5s3r17z9rTPPvtsm2P777//Ds9/++23a6xPPPHEKCws3O37feUrX9npPAAAAAAAAKDx7X7Dt4fNnj0797lz587Ro0ePes9s06ZN7vOqVavqPW9Pmjx5co31gQceuNN38W69A7l37961ut/W5ze1Hc0AADuyvnJjLCmvyDrGdi1ctT7rCAAAAADkmbwtdJcsWRIREUmSxAEHHNDg86urqxt8ZmP6zW9+U2M9YMCAnZ4/c+bMGuuuXbvW6n5bn7/1PACApmbdho0xdNzUmDB9UVRUNa1/FwQAAABg75W3he6Wu083bNjQIDOXLVuW+7yzxxXnm2effTYmTZpU49iVV16502sWL15cY92lS5da3bNz58411psL9vpavHhxrWdt+S5gAIC6Gjpuaox/Z0HWMQAAAACgVvK20G3fvn1ERKRput33x9bWypUr45NPPokkSSIioqysrN4z94Rly5bFt7/97RrHLrroojjxxBN3et3q1atrrFu2bFmr+259fmVlZVRUVERxcXGt5mzt3nvvjeHDh9drBgBAba2v3BgTpi/KOgYAAAAA1FpB1gF2ZMt35i5durTej/x9/vnno7q6OtI0jYiIE044oV7z9oTq6uoYNGhQzJs3L3esdevWcc899+zy2q0L3ZKSklrdu0WLFrucCQDQVCwpr2jSj1kuLiyIstL6/Yd1AAAAADRNeVvonnDCCdG2bdvcjtr77ruvXvN+8Ytf5D4feuih0alTp3rN2xOGDh0af/rTn2oc+/d///fdeh/u+vXra6y3fIT17tjeTtx169bVagYAAA2jf+8OUVLULOsYAAAAAGQgbx+5XFBQEBdeeGH89re/jYiIf/u3f4tvfetbcfTRR9d61k9+8pOYMmVKREQkSRKDBg1qyKiN4p577ok777yzxrFhw4bFpZdeulvXb70jt7bvIa6oqNjlzLq49tpr45JLLqnVNbNmzYqLLrqo3vcGAGhqigsLon/vDnHHxcdkHQUAAACAjORtoRsRccstt8SYMWNy72/96le/Gk8//XQcf/zxu3V9dXV1/NM//VP85Cc/iSRJIk3TaN26dXz3u99t5OT1M2bMmLj++utrHLvyyivj9ttv3+0Z++67b4311jt2d2V7u3G3nlkX7du3z70fGQAgH4y9pm90bFX//3CtMZSVFtuZCwAAALCXy+tC96CDDoof/ehHceutt0aSJLFo0aLo27dvDBo0KK644oro06dPRESkaZorbFesWBGzZs2Kl19+OX71q1/FJ598kntvbpIkcdddd0WrVq2y/Fo7NX78+Bg8eHAuc0TE17/+9bj//vtzj5/eHVuXr2vWrKlVjq3PLywsbJAdugAA+aZjq5Lout8+WccAAAAAgO3K60I3YtMu3Q8//DAeeeSRSJIkNm7cGA899FA89NBDNc5L0zTOPvvsbY5FRK7s/c53vhODBw/eY9lra+LEiXHJJZdEVVVV7lj//v3j0UcfjWbNarczY+tdsPPmzavV9Z999lmNdVlZWa2uBwAAAAAAAOqvIOsAu+N3v/td3HTTTZEkSW6XapqmuZ25m382H9vydxGbCt0RI0bEqFGjsvwaO/X666/HBRdcUOPRyCeddFL853/+ZzRv3rzW83r27Flj/emnn9bq+q3PP/zww2udAQAAAAAAAKifJlHoFhQUxMiRI2PixIlx+umn13gc8Za2LHwjNpW+/fr1i4kTJ8aPf/zjPRW31t5555342te+FqtXr84d+z//5//Es88+Gy1btqzTzK0L2OnTp9fq+hkzZux0HgAAAAAAAND48v6Ry1vq169fvPjiizFt2rT405/+FJMnT44ZM2bE0qVLY+XKldGiRYto165ddO/ePU4//fQ455xz4sQTT8w69k7NnDkz+vfvH8uXL88d69WrVzz//PPRunXrOs899thja6ynTJkSVVVVUVi4e//IX3311Z3OAwAAAAAAABpfkyp0NzvyyCPjyCOPjKFDh2YdpV4++eSTOOuss2Lx4sW5Y927d48JEybU+521hx9+ePTo0SM++uijiIhYs2ZNvPbaa3HKKafs8to1a9bEf/3Xf+XWSZLEeeedV688AAAAAAAAQO01iUcufxEtWLAgzjzzzJg3b17uWOfOneOll16Kzp07N8g9LrjgghrrBx54YLeu+8Mf/lDj8c/HH398dOrUqUEyAQAAAAAAALtPoZuBZcuWRf/+/XO7ZyMiysrKYsKECdG9e/cGu89VV11V453C//Ef/7HNu3G3tn79+rj99ttrHBsyZEiDZQIAAAAAAAB2n0J3DysvL49zzjkn3nvvvdyxNm3axAsvvBC9evVq0HsdeeSR8Y1vfCO33rBhQwwePDhWrVq13fPTNI3rr78+Pvzww9yxgw8+OK666qoGzQUAAAAAAADsnrx/h+78+fNzn1u3bh0tW7as9Yw1a9bEypUrc+ssHx98wQUXxJQpU2oc+/73vx+ff/55vPjii7Wa1adPn2jbtu1Oz7ntttvi6aefjrVr10ZExJQpU+KUU06JUaNGxWmnnZY774MPPoibbropnnjiiRrX33777VFUVFSrXAAAAAAAAEDDyOtC9/nnn48BAwbk1m+88Ub06dOn1nNmzJgRX/rSl3LriRMnximnnNIgGWvrlVde2ebYLbfcUqdZEydOrFHKbs8hhxwSDzzwQAwcODDSNI2IiKlTp8bpp58eZWVl0a1bt1i8eHHMmzcv9/vNvvOd78Qll1xSp2wAAAAAAABA/eX1I5fvu+++SNM00jSN0047rU5lbkTE8ccfH/369cvNuv/++xs4aX775je/GY888ki0aNGixvElS5bEW2+9FXPnzt2mzP3BD34Qd999956MCQAAAAAAAGwlbwvdysrKeOGFFyJJkkiSJC677LJ6zRs0aFDu87PPPrtNgflFd9lll8W0adNi4MCBO32E8imnnBKvvPJK3HHHHZEkyR5MCAAAAAAAAGwtbx+5PHXq1Fi9enVERCRJEuecc0695m15/fLly+O9996LI488sl4z6yLLIvnggw+ORx55JH75y1/GX/7yl/jwww+jvLw8SkpKolu3bvGVr3wlOnfunFk+AAAAAAAAoKa8LXTff//93Od27dpFly5d56OdLAAAIABJREFU6jWvS5cuUVZWFkuWLImIiOnTp2dS6OaDVq1a1Xg3MQAAAAAAAJCf8vaRy5uL1yRJ4oADDmiQmVvOWbhwYYPMBAAAAAAAAGgseVvorlu3Lve5pKSkQWZuOWfNmjUNMhMAAAAAAACgseTtI5fbtm2b+/z55583yMwt5+y7774NMhMAgE3WV26MJeUVWcfYroWr1mcdAQAAAADqJG8L3bKysoiISNM0Pv3001i1alW0atWqzvNWrlwZn3zySSRJUmM+AAD1s27Dxhg6bmpMmL4oKqqqs44DAAAAAF8oefvI5aOOOioiNr1Dd+PGjTF+/Ph6zXv66adj48aNkaZpREQcfvjh9c4IAEDE0HFTY/w7C5S5AAAAANAI8rbQ7dmzZ3Tp0iUiNu3SHT58eFRVVdVpVmVlZYwYMSK3O7d9+/Zx7LHHNlhWAIC91frKjTFh+qKsYwAAAADAF1beFroREZdeemmkaRpJksSsWbNi8ODBdZozePDg+PDDD3OzvvGNbzRwUgCAvdOS8oomvTO3uLAgykqLs44BAAAAADuU14XuP/zDP0TLli0jYtMu3f/4j/+Is846Kz755JPdun7OnDlx5plnxh/+8Ifc7twWLVrEj370o0bLDABA09G/d4coKWqWdQwAAAAA2KHCrAPsTLt27eKnP/1p/P3f/30kSRJpmsbLL78chx56aJx33nkxYMCAOP7446N9+/ax7777xurVq2Px4sXx5ptvxrPPPhvjx4+v8d7cJEni9ttvjw4dOmT8zQAAyFJxYUH0790h7rj4mKyjAAAAAMBO5XWhGxFx7bXXxvTp0+Pee+/N7bKtqqqKp556Kp566qmdXrv5Ecuby+DvfOc78fd///d7IjYAwF5v7DV9o2OrkqxjbFdZabGduQAAAAA0CXlf6EZEjB49Orp37x433XRTVFVV5YrdzTtvt2fLIreoqCh+9rOfxfe+9709FRkAYK/XsVVJdN1vn6xjAAAAAECTltfv0N3SjTfeGFOmTImLL744V9Rutrm83Vz0RmwqewsKCuKb3/xmvPXWW8pcAAAAAAAAoMlpEjt0NzvmmGPisccei88++yxefPHFmDx5cnz00UexbNmyKC8vj9LS0thvv/3i0EMPjX79+sVZZ50VBxxwQNaxAQAAAAAAAOqkSRW6m3Xu3DkGDx4cgwcPzjoKAAAAAAAAQKNpMo9cBgAAAAAAANjb5G2h+6c//SlOPPHE3M/EiROzjgQAAAAAAACwR+XtI5enTZsWb775ZkREtGjRIvr27ZtxIgAAAAAAAIA9K2936CZJkvvfbt26RUlJScaJAAAAAAAAAPasvC10O3XqlPtcWlqaYRIAAAAAAACAbORtoXvggQfmPi9cuDDDJAAAAAAAAADZyNtCt2/fvtG+fftI0zQ+++yzmD17dtaRAAAAAAAAAPaovC10CwoK4vLLL8+t77777gzTAAAAAAAAAOx5eVvoRkT8+Mc/jo4dO0aapnHvvffG008/nXUkAAAAAAAAgD0mrwvd/fbbL8aPHx/t2rWLqqqquOSSS+LWW2+NtWvXZh0NAAAAAAAAoNEVZh1gZ1577bWIiBg1alTceOONsWjRohgxYkTcddddcf7558eJJ54Y3bt3j1atWkVRUVGtZp900kmNERkAAAAAAACgweR1oXvyySdHkiS5dZIkkaZplJeXx6OPPhqPPvponeYmSRJVVVUNFRMAAAAAAACgUeR1obtZmqa5YnfLgjdN06wiAQAAAAAAADS6vC90N5e2ylsAgO1bX7kxlpRXZHLvhavWZ3JfAAAAANhb5HWh++Mf/zjrCAAAeWvdho0xdNzUmDB9UVRUVWcdBwAAAABoBHld6I4YMSLrCAAAeWvouKkx/p0FWccAAAAAABpRQdYBAACovfWVG2PC9EVZxwAAAAAAGplCFwCgCVpSXpHXj1kuLiyIstLirGMAAAAAQJOn0AUAoMH1790hSoqaZR0DAAAAAJq8vH6HLgAATUtxYUH0790h7rj4mKyjAAAAAMAXQpMtdN95552YMWNGLFu2LFauXBnV1dUxaNCg6NatW9bRAAAyNfaavtGxVUkm9y4rLbYzFwAAAAAaUJMqdKdNmxZ33nlnPPnkk7Fy5cptfv/lL395u4Xuz3/+8/jggw8iIqJbt25x8803N3pWAICsdGxVEl332yfrGAAAAABAA2gShW5lZWX84Ac/iNGjR0dERJqm25yTJMkOr2/Xrl0MGzYskiSJJEniW9/6lp28AAAAAAAAQN4ryDrArqxbty5OP/30GD16dK2L3M0uv/zyaNeuXaRpGmmaxsMPP9wYUQEAAAAAAAAaVN4Xupdffnm89tpruXWSJHH++efHv/7rv8aTTz653ZJ3a0VFRXHRRRfl1s8991yjZAUAAAAAAABoSHn9yOVnnnkmnnzyydwu3B49esS4cePimGOOqXHe7uzSveCCC+L++++PNE3j9ddfj3Xr1kWLFi0aJTcAAAAAAABAQ8jrHbojRoyIiE3vzG3fvn288sor25S5u+uEE07Ifa6qqooZM2Y0SEYAAAAAAACAxpK3he6iRYtiypQpkSRJJEkS//zP/xydO3eu87wOHTpEWVlZbj1z5syGiAkAAAAAAADQaPK20H311VcjTdNI0zQKCwtj4MCB9Z7Zrl273OfPP/+83vMAAAAAAAAAGlPeFrqLFi2KiE3vxz3kkEOiZcuW9Z7ZqlWr3OfVq1fXex4AAAAAAABAY8rbQnfFihW5z1sWsfWxdu3a3OeSkpIGmQkAAAAAAADQWPK20G3btm3u86pVqxpk5oIFC3Kft3z8MgAAAAAAAEA+yttCt3379hERkaZpfPzxx1FZWVmvebNmzarx3tyuXbvWax4AAAAAAABAY8vbQvf444/Pfd6wYUO8/PLL9Zo3ZsyY3OfmzZvHl7/85XrNAwAAAAAAAGhseVvoduvWLXr16hVJkkRExM9+9rM6z1q0aFHcc889kSRJJEkSX/nKV7xDFwAAAAAAAMh7eVvoRkT87d/+baRpGmmaxiuvvBI//elPaz1j9erVcckll8SyZcsiTdOIiPje977X0FEBAAAAAAAAGlxeF7rXXXdddOvWLZIkiTRN40c/+lF873vfi9WrV+/W9S+99FJ8+ctfjldffTW3O7dPnz5x/vnnN3JyAAAAAAAAgPorzDrAzjRv3jweffTROPPMM6OioiLSNI3Ro0fHb3/727jwwgujT58+ERGRpmkkSRLPPfdcvPPOOzFr1qx4+eWXY+bMmbnfpWkabdu2jUcffTTjbwUA7E3WV26MJeUVDT534ar1DT4TAAAAAMg/eV3oRkT07ds3xowZEwMHDoyKik1/GVpeXh6PPPJIPPLII7nz0jSNX/ziFzXWEZErc0tLS2Ps2LHRo0ePPfsFAIC90roNG2PouKkxYfqiqKiqzjoOAAAAANBE5fUjlze76KKL4vXXX4+ePXvmdtxutvlRypuL2y2L3M3HDj/88Hj99dfjjDPOyOorAAB7maHjpsb4dxYocwEAAACAemkShW5ExFFHHRXvvPNOPPTQQ3HcccflytstfzbbvO7Zs2c88MAD8e6778bhhx+eYXoAYG+yvnJjTJi+KOsYAAAAAMAXQN4/cnlLhYWFMWjQoBg0aFAsWbIkJk+eHDNmzIilS5fGihUrYp999ol27dpF9+7d4/TTT49u3bplHRkA2AstKa/IbGducWFBlJUWZ3JvAAAAAKDhNalCd0tlZWXx9a9/PesYAAB5pX/vDlFS1CzrGAAAAABAA2myhS4AAP+ruLAg+vfuEHdcfEzWUQAAAACABqTQBQDYg8Ze0zc6tipp8LllpcV25gIAAADAF1DeFbrTp0+PF154Id599934/PPPo6qqKvbff//o3r17nHHGGXHyySdHs2b+shIAaJo6tiqJrvvtk3UMAAAAAKCJyJtCd9q0aXHjjTfGiy++uMNzbrvttujevXuMHDkyLr300j2YDgAAAAAAAGDPK8g6QETEc889FyeddFK8+OKLkaZp7mezLY99/PHHMXDgwBg2bFiGiQEAAADg/2PvzsOrqs79gb8JgQQFRWSSGaQO8aoIKIqKUItDHXAsVK3ixVuHp1Vvlar19iJtfWzF4an1tnqxTtU6UcXW9tqiV4qICiqiAg4og8wRiQQkAZL8/vDnuRzGBJLsneTzeZ4+Ze2z195vyurO4XzPWgsAAGpf4oHu3Llz45xzzok1a9ZEZWVl5OTkRE5OTkREVrD79fGcnJyorKyM22+/Pf77v/87ydIBAAAAAAAAalXiSy5ffvnl8eWXX2aFuLm5udG7d+/o2bNnNG3aNJYsWRLTp0+PdevWZYW61157bZxzzjnRunXrhH8KAAAAAAAAgJqX6AzdOXPmxIsvvpgJaCsrK+P888+PBQsWxJtvvhlPPfVU/PGPf4xJkybFZ599Frfcckvk5f1fBr127dp46KGHEvwJAAAAAAAAAGpPooHuU089lflzTk5OXH311fGHP/whOnXqtMW5zZs3j+uuuy7Gjx+fOT8i4k9/+lPdFAsAAAAAAABQxxINdKdPnx4RXy2z3KlTp7j11lt32Oe0006LYcOGZWb0zpgxIyoqKmq7VAAAAAAAAIA6l/iSyxFfzbYdPnx41nLK2zNixIjMn0tLS2P+/Pm1UB0AAAAAAABAshINdFetWpX5c58+farcr2/fvlnt4uLiGqsJAAAAAAAAIC0SDXS/+OKLzF64e++9d5X77bXXXhHxf/volpSU1HxxAAAAAAAAAAlLNNDddO/bJk2aVLlfbm522eXl5TVWEwAAAAAAAEBaJBroAgAAAAAAALBtAl0AAAAAAACAlBLoAgAAAAAAAKRUXtIFfG3mzJmRl7dz5exM34EDB+7UvQAAAAAAAADqSioC3crKyrj22mt3ql9EVLtvTk5ObNy4sdr3AwAAAAAAAKhLqQh0c3JyMuFsdfp8rbp9AYBklW4oj6KSsqTLqDXLVpcmXQIAAAAA0ECkItCNyA5oa7Ov8BcAkrNufXmMGj8zJs5eHmUbK5IuBwAAAAAg9RINdLt27bpLQS4AUL+MGj8znntnadJlAAAAAADUG4kGuvPnz0/y9gBAHSrdUB4TZy9PugwAAAAAgHolN+kCAIDGoaikrNEvs5yflxttW+YnXQYAAAAAUI8IdAEA6siQwvZR0LRJ0mUAAAAAAPVIoksuAwA0Bvl5uTGksH2MPefQpEsBAAAAAOoZgS4AkLinLjsqOuxRkHQZtaZty3wzcwEAAACAnSLQBQAS12GPgujSerekywAAAAAASB176AIAAAAAAACklEAXAAAAAAAAIKUEugAAAAAAAAApJdAFAAAAAAAASCmBLgAAAAAAAEBKCXQBAAAAAAAAUkqgCwAAAAAAAJBSAl0AAAAAAACAlBLoAgAAAAAAAKSUQBcAAAAAAAAgpQS6AAAAAAAAACkl0AUAAAAAAABIKYEuAAAAAAAAQEoJdAEAAAAAAABSSqALAAAAAAAAkFJ5SRcAAFRd6YbyKCopS7qMnbJsdWnSJQAAAAAA1DsCXQCoB9atL49R42fGxNnLo2xjRdLlAAAAAABQRwS6AFAPjBo/M557Z2nSZQAAAAAAUMfsoQsAKVe6oTwmzl6edBkAAAAAACRAoAsAKVdUUtagl1nOz8uNti3zky4DAAAAACCVBLoAQKKGFLaPgqZNki4DAAAAACCV7KELACQiPy83hhS2j7HnHJp0KQAAAAAAqSXQBYB67KnLjooOexQkXcZOadsy38xcAAAAAIAdEOgCQD3WYY+C6NJ6t6TLAAAAAACglthDFwAAAAAAACClBLoAAAAAAAAAKSXQBQAAAAAAAEgpgS4AAAAAAABASgl0AQAAAAAAAFIqL+kCqFulpaUxderUeP/992PVqlXRrFmz6Ny5c/Tv3z969uyZdHkAAAAAAADAJgS6CVu8eHFMmzYtXn/99Zg2bVq88cYbUVJSknm9W7duMX/+/F2+T1FRUYwZMyYefPDBWLt27VbP6du3b/z0pz+NoUOH7vL9AAAAAAAAgF0n0E3AK6+8Erfffnu8/vrrsWTJklq/36RJk+Lcc8+Nzz77bLvnvfnmm3HGGWfEhRdeGOPGjYtmzZrVem0AAAAAAADAtgl0EzB9+vR45pln6uReU6ZMiW9/+9uxbt26rOOtWrWKHj16xKpVq+LTTz+N8vLyzGsPP/xwrFmzJsaPHx85OTl1UicAAAAAAACwpdykCyBbixYtauxaq1atimHDhmWFud26dYsJEybE559/Hm+99VbMmzcv5s+fH5deemlW36effjruvPPOGqsFAAAAAAAAqD6BboJatmwZgwYNilGjRsVTTz0V8+fPj7/85S81dv2xY8dmLenco0ePmDp1agwdOjRr5m3nzp3jnnvuiZtvvjmr/89+9rNYtWpVjdUDAAAAAAAAVI8llxNw2mmnxQknnBAHHHBA5OZmZ+rz5s2rkXsUFRXFb37zm6xj48aNi44dO26zzw033BB///vfY/LkyRER8cUXX8Rtt922RdALAAAAAAAA1A0zdBOw7777RmFh4RZhbk16/PHHY82aNZn2wIED4/jjj99un5ycnBg9enTWsfvvvz8qKytrpUYAAAAAAABg+wS6DdSzzz6b1R45cmSV+g0ePDh69OiRaS9btixee+21Gq0NAAAAAAAAqBqBbgO0Zs2azLLJXzvhhBOq1DcnJye+9a1vZR177rnnaqw2AAAAAAAAoOoEug3QrFmzYsOGDZl2jx49okOHDlXuf/TRR2e133777RqrDQAAAAAAAKi6vKQLoObNmTMnq11YWFit/pufv/n1ANKmdEN5FJWUJV1GrVm2ujTpEgAAAAAASIhAtwH64IMPstpdunSpVv/Nz1+wYEGUlpZGQUHBLtcGUJPWrS+PUeNnxsTZy6NsY0XS5QAAAAAAQI0T6DZAK1asyGp37ty5Wv3bt28feXl5sXHjxoiIqKioiJUrV0anTp1qpLaioqJq9Zk7d+4u3xdomEaNnxnPvbM06TIAAAAAAKDWCHQboDVr1mS1d99992r1z8nJiebNm0dJSck2r7mzfvvb38aYMWNq5FpA41a6oTwmzl6edBkAAAAAAFCrcpMugJq3efi6M0slN2/efLvXBEhaUUlZo19mOT8vN9q2zE+6DAAAAAAAapFAtwEqLS3Najdr1qza18jPzw4I1q1bt0s1AVDzhhS2j4KmTZIuAwAAAACAWmTJ5QZo8xm569evr/Y1ysrKtnvNnXXFFVfEueeeW60+c+fOjTPOOKNG7g/QEOTn5caQwvYx9pxDky4FAAAAAIBaJtBtgFq0aJHV3nzGblVsPiN382vurHbt2kW7du1q5FoA2/LUZUdFhz1q5osoadS2Zb6ZuQAAAAAAjYRAtwHaPHxdu3ZttfpXVlbWWqALUBc67FEQXVrvlnQZAAAAAACwy+yh2wBtPgN20aJF1eq/fPny2LhxY6adm5sbbdq0qZHaAAAAAAAAgKoT6DZA+++/f1Z74cKF1eq/+fndunWrsT10AQAAAAAAgKoT6DZABxxwQFZ79uzZ1eo/Z86c7V4PAAAAAAAAqBsC3QbooIMOiqZNm2ba8+fPj6VLl1a5/yuvvJLV7t27d43VBgAAAAAAAFSdQLcBatmyZQwcODDr2MSJE6vUt7KyMl544YWsY6eddlqN1QYAAAAAAABUnUC3gTr99NOz2r///e+r1O+ll16KefPmZdrt27eP/v3712htAAAAAAAAQNUIdBuo4cOHx+67755pT548Of73f/93u30qKytjzJgxWccuvvjiyM01TAAAAAAAACAJkroGql27dvGDH/wg69gll1wSS5Ys2WafW265JSZPnpxp77nnnjFq1KhaqxEAAAAAAADYvrykC2isXnnllVi3bt0Wx2fOnJnVLi0t3WJP26917NgxCgsLt3mPH//4x/HQQw/FsmXLIiJi3rx5MWDAgLjrrrvitNNOi5ycnIiIWLRoUfziF7+Ie++9N6v/jTfeGK1bt67WzwUAAAAAAADUHIFuQs4///xYsGDBDs9bvnx5DBkyZKuvXXTRRfHggw9us2/r1q3jiSeeiBNPPDFKS0sjImLBggUxdOjQaNWqVfTo0SOKi4tj4cKFUV5entV36NChce2111b9BwIAAAAAAABqnCWXG7iBAwfGX//61y1m2hYXF8eMGTNi3rx5W4S55513XjzxxBOZGbwAAAAAAABAMgS6jcA3v/nNmD17dlx++eWx2267bfO8ww47LP70pz/Fo48+Gvn5+XVYIQAAAAAAALA1llxOyPz58+v0fu3bt4/f/va3cfvtt8fUqVNjzpw5UVxcHM2aNYtOnTpF//79o1evXnVaEwAAAAAAALB9At1Gpnnz5nH88cfH8ccfn3QpAAAAAAAAwA5YchkAAAAAAAAgpQS6AAAAAAAAACllyWWARqx0Q3kUlZQlXcZOWba6NOkSAAAAAACg1gl0ARqhdevLY9T4mTFx9vIo21iRdDkAAAAAAMA2CHQBGqFR42fGc+8sTboMAAAAAABgB+yhC9DIlG4oj4mzlyddBgAAAAAAUAUCXYBGpqikrEEvs5yflxttW+YnXQYAAAAAANQIgS4ADcqQwvZR0LRJ0mUAAAAAAECNsIcuAA1Cfl5uDClsH2PPOTTpUgAAAAAAoMYIdAHIeOqyo6LDHgVJl7FT2rbMNzMXAAAAAIAGR6ALQEaHPQqiS+vdki4DAAAAAAD4/+yhCwAAAAAAAJBSAl0AAAAAAACAlBLoAgAAAAAAAKSUQBcAAAAAAAAgpQS6AAAAAAAAACkl0AUAAAAAAABIKYEuAAAAAAAAQEoJdAEAAAAAAABSSqALAAAAAAAAkFICXQAAAAAAAICUEugCAAAAAAAApJRAFwAAAAAAACClBLoAAAAAAAAAKSXQBQAAAAAAAEgpgS4AAAAAAABASuUlXQAAWyrdUB5FJWW1cu1lq0tr5boAAAAAAEDNE+gCpMi69eUxavzMmDh7eZRtrEi6HAAAAAAAIGECXYAUGTV+Zjz3ztKkywAAAAAAAFLCHroAKVG6oTwmzl6edBkAAAAAAECKCHQBUqKopCzRZZbz83Kjbcv8xO4PAAAAAABsSaALQEREDClsHwVNmyRdBgAAAAAAsAl76AI0cvl5uTGksH2MPefQpEsBAAAAAAA2I9AFqAeeuuyo6LBHQa1cu23LfDNzAQAAAAAgpQS6APVAhz0Kokvr3ZIuAwAAAAAAqGP20AUAAAAAAABIKYEuAAAAAAAAQEoJdAEAAAAAAABSSqALAAAAAAAAkFICXQAAAAAAAICUEugCAAAAAAAApJRAFwAAAAAAACClBLoAAAAAAAAAKSXQBQAAAAAAAEgpgS4AAAAAAABASgl0AQAAAAAAAFJKoAsAAAAAAACQUgJdAAAAAAAAgJQS6AIAAAAAAACklEAXAAAAAAAAIKUEugAAAAAAAAAplZd0AQBpU7qhPIpKyur8vstWl9b5PQEAAAAAgHQT6AL8f+vWl8eo8TNj4uzlUbaxIulyAAAAAAAABLoAXxs1fmY8987SpMsAAAAAAADIsIcuQHy1zPLE2cuTLgMAAAAAACCLQBcgIopKylK7zHJ+Xm60bZmfdBkAAAAAAEACBLoAKTeksH0UNG2SdBkAAAAAAEAC7KELkFL5ebkxpLB9jD3n0KRLAQAAAAAAEiLQBdiBpy47KjrsUVDn923bMt/MXAAAAAAAaOQEugA70GGPgujSerekywAAAAAAABohe+gCAAAAAAAApJRAFwAAAAAAACClBLoAAAAAAAAAKSXQBQAAAAAAAEgpgS4AAAAAAABASgl0AQAAAAAAAFJKoAsAAAAAAACQUgJdAAAAAAAAgJQS6AIAAAAAAACklEAXAAAAAAAAIKUEugAAAAAAAAApJdAFAAAAAAAASCmBLgAAAAAAAEBKCXQBAAAAAAAAUkqgCwAAAAAAAJBSAl0AAAAAAACAlMpLugCg8SjdUB5FJWVJl7FVy1aXJl0CAAAAAADAFgS6QK1bt748Ro2fGRNnL4+yjRVJlwMAAAAAAFBvCHSBWjdq/Mx47p2lSZcBAAAAAABQ79hDF6hVpRvKY+Ls5UmXAQAAAAAAUC8JdIFaVVRSVq+XWc7Py422LfOTLgMAAAAAAGikBLoA2zGksH0UNG2SdBkAAAAAAEAjZQ9dgK3Iz8uNIYXtY+w5hyZdCgAAAAAA0IgJdIHEPHXZUdFhj4Kky9iqti3zzcwFAAAAAAASJ9AFEtNhj4Lo0nq3pMsAAAAAAABILXvoAgAAAAAAAKSUQBcAAAAAAAAgpQS6AAAAAAAAACkl0AUAAAAAAABIKYEuAAAAAAAAQEoJdAEAAAAAAABSSqALAAAAAAAAkFICXQAAAAAAAICUEugCAAAAAAAApJRAFwAAAAAAACClBLoAAAAAAAAAKSXQBQAAAAAAAEgpgS4AAAAAAABASgl0AQAAAAAAAFJKoAsAAAAAAACQUnlJFwDUD6UbyqOopKza/ZatLq2FagAAAAAAABoHgS6wXevWl8eo8TNj4uzlUbaxIulyAAAAAAAAGhWBLrBdo8bPjOfeWZp0GQAAAAAAAI2SPXSBbSrdUB4TZy9PugwAAAAAAIBGS6ALbFNRSVmtLbOcn5cbbVvm18q1AQAAAAAAGgqBLpCIIYXto6Bpk6TLAAAAAAAASDV76AJ1Kj8vN4YUto+x5xyadCkAAAAAAACpJ9AFdspTlx0VHfYoqHa/ti3zzcwFAAAAAACoIoEusFM67FEQXVrvlnQZAAAAAAAADZo9dAEAAAAAAABSSqALAAAAAAAAkFICXQAAAAAAAICUEugCAAAAAAAApJRAFwAAAAAAACCl8pIugGR8/PHHMW3atFi0aFGsX78+9tprrzjisFx7AAAgAElEQVTggANiwIABUVBQkHR5AAAAAAAAQAh0G50JEybEz3/+83jrrbe2+nqLFi1ixIgRMXr06GjTpk0dVwcAAAAAAABsypLLjURZWVlccMEFceaZZ24zzI2IWLNmTdx9991RWFgYkydPrsMKAQAAAAAAgM0JdBuBioqKGDZsWDz66KNZx5s0aRI9evSI3r17x5577pn1WlFRUZx88snx6quv1mWpAAAAAAAAwCYEuo3A2LFj49lnn806dtlll8XChQvjk08+iRkzZsTnn38eTz/9dHTt2jVzzpdffhnf+c534osvvqjrkgEAAAAAAIAQ6DZ4K1eujJtvvjnr2C233BK/+93vomPHjpljubm5ceaZZ8bUqVOje/fumeOLFi2KO+64o67KBQAAAAAAADYh0G3gbr311igpKcm0Bw4cGNddd902z+/UqVPcd999WcfuvPPOWLlyZa3VCAAAAAAAAGydQLcBq6ioiAceeCDr2E033RQ5OTnb7Xf88cfHsccem2mXlJTEk08+WSs1AgAAAAAAANsm0G3Apk6dGkVFRZl2z549Y9CgQVXqO3LkyKz2hAkTarI0AAAAAAAAoAoEug3YX//616z2kCFDdjg7d9NzNzVp0qRYu3ZtjdUGAAAAAAAA7JhAtwF7++23s9oDBgyoct+OHTtG9+7dM+3169fH7Nmza6o0AAAAAAAAoAryki6A2jNnzpysdmFhYbX6FxYWxvz587Oud/jhh9dEaezAxvKKWPpFadJlxLLVydcAAAAAAADQmAl0G6h169bFwoULs4516dKlWtfY/PwPPvhgl+uiapZ+URrH3vpS0mUAAAAAAACQMIFuA/XZZ59FZWVlpt20adNo165dta7RqVOnrPaKFSt2ua4VK1ZEUVFRtfrMnTt3l+8LAAAAAAAA9ZFAt4Fas2ZNVnu33XaLnJycal1j99133+41d8Zvf/vbGDNmzC5fBwAAAAAAABqD3KQLoHZsHr4WFBRU+xrNmzff7jVpvPLzcqNty/ykywAAAAAAAGjwBLoNVGlpaVa7WbNm1b5Gfn52YLdu3bpdqomGY0hh+yho2iTpMgAAAAAAABo8Sy43UJvPyF2/fn21r1FWVrbda+6MK664Is4999xq9Zk7d26cccYZu3xvdl1+Xm4MKWwfY885NOlSAAAAAAAAGgWBbgPVokWLrPbmM3arYvMZuZtfc2e0a9cu2rVrt8vXaej22bMgXv7x4KTL2ELblvlm5gIAAAAAANQhgW4DtXn4+uWXX0ZlZWXk5ORU+Rpr167d7jWpPXlNcqNL692SLgMAAAAAAICE2UO3gWrTpk1WeLthw4ZYsWJFta6xePHirLaZtQAAAAAAAFC3BLoNVPPmzaNr165ZxxYuXFita2x+/gEHHLDLdQEAAAAAAABVJ9BtwDYPYGfPnl2t/nPmzNnu9QAAAAAAAIDaJdBtwHr37p3Vnjp1apX7Ll26NObPn59pN23aNAoLC2uqNAAAAAAAAKAKBLoN2KmnnprVfuGFF6KysrJKff/xj39ktQcPHhwtWrSosdoAAAAAAACAHRPoNmADBgyINm3aZNqffPJJTJo0qUp9f//732e1hw4dWpOlAQAAAAAAAFUg0G3AcnNzY8SIEVnHxowZs8NZui+++GK8/PLLmXbLli3jO9/5Tm2UCAAAAAAAAGyHQLeBu+6667KWSv7nP/8Zv/rVr7Z5/uLFi+OSSy7JOnbVVVdlzfQFAAAAAAAA6oZAt4Fr06ZN/OQnP8k6dsMNN8QVV1wRS5YsyRyrqKiICRMmxIABA2L+/PmZ4x07doxrrrmmrsoFAAAAAAAANiHQbQSuu+66OPXUU7OO/e53v4uuXbvGvvvuG3369Im99947zjzzzFi4cGHmnObNm8eTTz4ZrVq1quuSAQAAAAAAgBDoNgq5ubnx1FNPxfDhw7OOl5eXxyeffBIzZsyI4uLirNf23nvv+Nvf/hZHH310XZYKAAAAAAAAbEKg20gUFBTEY489FuPHj4/evXtv87zdd989rrjiipg9e3YMGjSo7goEAAAAAAAAtpCXdAHUrbPPPjvOPvvsmDt3brz++uuxePHiWL9+fbRq1SoOPPDAOProo6OgoCDpMgEAAAAAAIAQ6DZavXr1il69eiVdBgAAAAAAALAdllwGAAAAAAAASCmBLgAAAAAAAEBKCXQBAAAAAAAAUkqgCwAAAAAAAJBSAl0AAAAAAACAlBLoAgAAAAAAAKSUQBcAAAAAAAAgpQS6AAAAAAAAACkl0AUAAAAAAABIKYEuAAAAAAAAQEoJdAEAAAAAAABSSqALAAAAAAAAkFICXQAAAAAAAICUEugCAAAAAAAApJRAFwAAAAAAACClBLoAAAAAAAAAKSXQBQAAAAAAAEgpgS4AAAAAAABASuUlXQDsSFlZWVZ77ty5CVUCAAAAAMC2bP7Z7eaf7QKwcwS6pN6nn36a1T7jjDMSqgQAAAAAgKr69NNPo0+fPkmXAVDvWXIZAAAAAAAAIKUEugAAAAAAAAAplVNZWVmZdBGwPcXFxfHPf/4z0+7SpUvk5+cnWFHdmTt3btYS0xMmTIhevXolWBH8H+OTNDM+STPjkzQzPkkz45M0Mz5JM+OTulRWVpa1hd5xxx0XrVq1SrAigIbBHrqkXqtWrWLo0KFJl5EKvXr1ioMOOijpMmCrjE/SzPgkzYxP0sz4JM2MT9LM+CTNjE9qmz1zAWqeJZcBAAAAAAAAUkqgCwAAAAAAAJBSAl0AAAAAAACAlBLoAgAAAAAAAKSUQBcAAAAAAAAgpQS6AAAAAAAAACkl0AUAAAAAAABIKYEuAAAAAAAAQEoJdAEAAAAAAABSSqALAAAAAAAAkFICXQAAAAAAAICUyku6AGDb2rZtG6NHj85qQ1oYn6SZ8UmaGZ+kmfFJmhmfpJnxSZoZnwBQ/+VUVlZWJl0EAAAAAAAAAFuy5DIAAAAAAABASgl0AQAAAAAAAFJKoAsAAAAAAACQUgJdAAAAAAAAgJQS6AIAAAAAAACklEAXAAAAAAAAIKUEugAAAAAAAAApJdAFAAAAAAAASCmBLgAAAAAAAEBKCXQBAAAAAAAAUkqgCwAAAAAAAJBSAl0AAAAAAACAlBLoAgAAAAAAAKSUQBcAAAAAyJg/f37k5ORk/jNixIikSwIAaNTyki4A0qa0tDSmTp0a77//fqxatSqaNWsWnTt3jv79+0fPnj2TLg+2as2aNTFr1qx4//33Y+XKlVFaWhqtWrWKdu3aRb9+/aJ79+5JlwjshHvuuScuv/zyTPuxxx6L4cOHJ1hR7fv4449j2rRpsWjRoli/fn3stddeccABB8SAAQOioKAg6fIAAAAAoM4JdEm1xYsXx7Rp0+L111+PadOmxRtvvBElJSWZ17t16xbz58+vkXsVFRXFmDFj4sEHH4y1a9du9Zy+ffvGT3/60xg6dGiN3HN7RowYEQ899NB2z2natGnk5+dngrsePXrEgQceGEceeWQcc8wxseeee9Z6nWxbbY/f119/PSZMmBAvvvhivPnmm1FRUbHNc7t16xaXXXZZXHrppbHXXnvt9D2ratCgQfHPf/4z037ggQd8oxvYrgkTJsTPf/7zeOutt7b6eosWLWLEiBExevToaNOmTY3f/913342+ffvGhg0bso4n+fwqLi6OffbZJ0pLSzPHWrRoEcuWLYvdd989kZoaqtr+nZ2Tk7NL9c2bN6/Wvpy1rfecw4cPj8cee2ynrjlv3rzYd999o7Kycquv+aJZ7anLfz9tS1LP083H8ujRo+Omm26qtftRszyHjd3aVFfPxvXr18fbb7+duc+0adPio48+yvp9mKZ/G3uvCQD1i0CX1HnllVfi9ttvj9dffz2WLFlSJ/ecNGlSnHvuufHZZ59t97w333wzzjjjjLjwwgtj3Lhx0axZszqpb1s2bNgQGzZsiDVr1sSiRYuyPgRv1qxZnHDCCfH9738/Tj311F3+ByxVUxfj9+23346zzz47Pvnkkyr3WbBgQdxwww3x61//Oh544IE46aSTaqU20seHY9v/YsyOHHroofH222/XUEVsTVlZWYwcOTIeffTR7Z63Zs2auPvuu+OJJ56I8ePHx8CBA2ushvLy8hg5cuQW4UPSHn/88awP2CK++t/hT3/6U1x44YUJVdVwJPGesz559tlnY/Xq1bHHHntUu+/DDz+81TCX2pGmsZzW5ynplKaxS8NTl+Pr2muvjcmTJ8fMmTNj/fr1tXqvmuS9JgDUL/bQJXWmT58ezzzzTJ39g27KlCnx7W9/e4swt1WrVnHYYYdF9+7do0mTJlmvPfzww/Hd73431R9UrV+/Pp577rk4/fTTo2/fvvHaa68lXVKjUBfjd9GiRdsMc/fcc8/Yf//944gjjoiePXtuEbYtW7YsTjnllHj88cdrrT6S98orr8RZZ50VnTp1is6dO8dZZ50Vv/rVr+Kll17KCnMhaRUVFTFs2LAtwtwmTZpEjx49onfv3lusNlFUVBQnn3xyvPrqqzVWx5133hnTp0+vsevVlG19IeHBBx+s20IaqLp+z1nfrFu3Lp566qlq96usrIyHH364FipiW9I0ltP6PCWd0jR2aXjqcnzdd999MX369HoV5kZ4rwkA9Y0ZutQrLVq0iDVr1tTY9VatWhXDhg2LdevWZY5169Ytfv3rX8fpp5+eCcMWLVoUv/jFL+Lee+/NnPf000/HnXfeGT/60Y9qrJ7t+d73vrfFNyQrKiqiuLg4iouLY9myZZlZeJuH0zNmzIhjjjkmbrvttrj66qvrpF62VNPj92tHHnlkXHDBBTF48OAoLCzMeq2oqCjGjRsXN998c3z55ZcR8dW4ufDCC2P//fePww47rMbrIXlff3gBaTd27Nh49tlns45ddtll8dOf/jQ6duwYEV89s5599tm4+uqrY+HChRER8eWXX8Z3vvOdeO+993Z5e4GPP/44/vM//zPT3n333be59UJd+uCDD7b5ZaxJkybFggULolu3bnVcVeNRW7+zIyIOOeSQuP3226vVp0OHDrVSy9bk5uZmtnF4+OGHY+TIkdXqP2XKlKwvnm16PepebY7lzaX1eUr91Jifw9S+uno25uXlRZMmTaKsrKzW71Vd3msCQP0j0CW1WrZsGX379o3DDz88jjjiiDj88MNj3rx5MXjw4Bq7x9ixY7O+rdmjR4+YMmVK5kPkr3Xu3Dnuueee6Nq1a9x4442Z4z/72c/i4osvrpM9SXv27Bnf+ta3dnheZWVlPP/883HnnXfGxIkTM8fLy8vj3//932P9+vXx4x//uDZLJWp//Obm5sZ5550X119/fRx00EHbPK9t27bxk5/8JE499dQYPHhwfP755xHx1XLdV199ddY+tzQOjfnDsa19MWZHWrZsWUvVsHLlyrj55puzjt1yyy1x/fXXZx3Lzc2NM888M4444og45phjMkuEL1q0KO64444YM2bMTtdQWVkZ//Zv/5b5Ytdpp50Wq1evTsWzcfOZEcccc0xMmTIlIv5vBuRPf/rTBCpreOriPeem9tprryq9p0vK4MGD48UXX4yIiJdffjnmz59fraXxN53t06FDh2jTpk289957NV0mW1HXY3lTaX6ekn6ew9SmuhpfOTk50atXr8w9Dj/88OjTp0+cdNJJqXwWeq8JAPWPQJfUOe200+KEE06IAw44IHJzs1cFnzdvXo3dp6ioKH7zm99kHRs3btwWYe6mbrjhhvj73/8ekydPjoiIL774Im677bYtPpBOUk5OTpx88slx8sknxyOPPBKXXnppZmZmRMT1118fhx12WAwZMiTBKhuuuhi/++23X7zzzjvbDXI3d8ghh8QDDzwQQ4cOzRybPHlyzJ07N3r16lUjdZE+PhzLVtUvxlA3br311qwlwAcOHBjXXXfdNs/v1KlT3HfffVl/h3feeWdceeWVsffee+9UDePGjYuXXnopIr76ssN//dd/xfe+972dulZNqqioiEceeSTTbt68eTzyyCOx3377ZZby8yHbrqur95z1zXe/+92YPHlybNiwIfOB7qazLrdn82WazzvvvEw4TO1Jw1hO6/OUdEvD2KXhqsvx9ec//zkOOeSQaNWqVY1et7Z4rwkA9ZM9dEmdfffdNwoLC7d4w13THn/88axZagMHDozjjz9+u31ycnJi9OjRWcfuv//+1O6le8EFF8SLL74YzZo1yxyrrKyMyy67rN7t7VJf1MX43W+//aoV5n7t9NNP32JJ5ueff76myiJFTjvttJg1a1YUFxfHSy+9FLfeemucc845lswiNSoqKuKBBx7IOnbTTTdtse/35o4//vg49thjM+2SkpJ48sknd6qGxYsXZ61YcfPNN0eXLl126lo17YUXXohFixZl2kOHDo1u3brFySefnDk2d+7czCwKdk5dveesb/bee+845ZRTMu0//OEPVe77zDPPxOrVqzPtiy66qEZrY+uSHstpfp6SbkmPXRq2uhxfAwcOrDdhboT3mgBQX5mhS6O1+Z59Vd0fbPDgwdGjR4/MNzqXLVsWr732Whx11FE1XmNNOPLII2Ps2LFx1VVXZY598skn8eCDD8b3v//9al+vuLg4pk6dGkuXLo2ioqIoKCiItm3bxmGHHbZFWLgrFi5cGG+88UYUFRXFypUro1mzZtG6devYf//9o3fv3rH77rvX2L0ak2OPPTZmz56daX+9H2XarFmzJmbNmhXvv/9+rFy5MtatWxd77rlntGnTJvr06RP77bdfrdx35syZ8cYbb8SKFSsiPz8/OnToEAMGDKjWUpNpsO+++yZdAmzX1KlTo6ioKNPu2bNnDBo0qEp9R44cGS+//HKmPWHChLj88surXcMVV1wRX3zxRUREHHHEEfGDH/yg2teoLZsuWRvx1Re0vv7vTd+/PPTQQ3HMMcfU6L1LSkri5Zdfjo8++ijWrl0bbdu2jZ49e8bAgQOjadOmNXqvjz/+ON55551YsmRJFBcXR5s2bWL48OG7vC8yu+6iiy6KCRMmRMRXH+hOnTo1BgwYsMN+m47d3r17xyGHHLLLtaxYsSLee++9+Pjjj6O4uDg2btwYrVu3jg4dOkT//v3ta5kCaX6e1hcN5T0oUD8k+V6zNlVWVsa0adNizpw5sWzZssjLy4tu3brF0Ucfvd3V+ACgvhDo0iitWbMms2zy10444YQq9c3JyYlvfetbMW7cuMyx5557LrWBbkTED37wg/j1r38dn3zySebYPffcU61A9y9/+UvcdtttMXXq1Ni4ceNWz+natWtcffXVccUVV0R+fn6161yzZk3cdddd8eCDD8ZHH320zfPy8/Nj4MCBMXLkyDjrrLNq/APmhmzz/Z6//vAtDT788MN47LHH4vnnn4833nhjm+Ms4qs9+S6//PL44Q9/WOU9rCdNmpS11PDo0aPjpptuioiIxx57LMaMGRMffPDBVvv2798/brvttnr1j1mS8/UXfZYvXx4rV66Mli1bRvv27aN///41Pkt63bp1MWXKlHj//fdj9erVsffee0f37t1j0KBBUVBQUKP3qkl//etfs9pDhgzZ4ezcTc/d1KRJk2Lt2rXV+qLP448/Hn/+858jIiIvLy/GjRuXmtlBq1evjmeeeSbTbtu2bZx44okR8dXs+z333DPz7H7yySfjrrvuiubNm1f5+jfddFPWvsMvvfRSDBo0KIqKiuLGG2+Mhx9+OMrKyrbo17p167j00kvjP//zP6s0tubPnx89evTItC+66KLMXm2PPPJI/OY3v4lp06Zt0a9///7Ru3fvKv881I5TTjkl9t5771i5cmVEfLXs4o4C3cWLF8cLL7yQaVd3z/KvVVZWxpQpU+LJJ5+MiRMnbvN389cOPvjguOaaa+L888+PvLzt//P2wAMPjPfffz8ivtqfe8GCBdG5c+dq1ffZZ59Fp06dMqvddOzYMRYuXBhNmjSp1nUaijQ/T3eke/fusWDBgoiI6NatW2aP9qrY1rN0a7wHpabV1dilYart95qDBg3K2jO4OivaPfjgg3HxxRdn2g888ECMGDFih/0qKiri7rvvjrFjx2bNPP5aTk5OnHjiiXHrrbfGwQcfnDn2teOOOy4mTZpU5ToBICn1419aUMNmzZoVGzZsyLR79OhRrW/3H3300Vntt99+u8Zqqw25ubnxwx/+MOvYjBkzqjQ7c8WKFTF48OA4/fTTY/LkydsN2RYuXBg/+tGP4pBDDomPP/64WjU+++yz0aNHj7jxxhu3G+ZGRJSVlcXEiRNj+PDh8corr1TrPo3d4sWLs9o7u+9kTXvuuedi//33j5tuuilee+217Y6ziK8Cs9GjR8fBBx8c06dP3+n7rl+/Pi644II477zztvuB8euvvx6DBg3KhBGwufLy8rj//vujT58+0bFjxzjzzDPjsssuixtvvDGuvPLKGDZsWHTv3j3+5V/+JR599NFdXqq/pKQkrrnmmmjbtm2ccMIJceWVV8Z//Md/xOWXXx4nn3xytGvXLn74wx9mLX2aJpv/3qzKzL+vdezYMWvG0vr167NWHtiRlStXxpVXXplpX3PNNTUyi7CmPPHEE7Fu3bpMe9iwYZmQKj8/P84555zMa5t/ILez3n333Tj00ENj3LhxWw1zIyI+//zzuOWWW+LQQw+t1gfHmyorK4uzzz47vve97201zCU9mjZtGt/97ncz7SeeeGKbY+NrjzzySFRUVETEV8He+eefv1P3HjVqVAwcODDuvvvuHYa5EV+N3xEjRsTgwYNjxYoV2z130y8zVlRUxP3331/t+h566KGsrUv+9V//tdGGuWl/nqaZ96BAUpJ4r1mbiouL49hjj42rrrpqq2FuxFeh8vPPPx/9+vWLJ554oo4rBICaI9ClUZozZ05Wu7pLBW9+/ubXS6Ozzjpri2MvvfTSdvt89NFHceSRR27xTcWcnJzo3r179OvXLw4++OBo0aJF1usffvhhHHXUUfHhhx9WqbY77rgjzjrrrPjss8+2uE+XLl2ib9++0bt3b0vk7KKvZ7xsqraWLq6u0tLSLY41b9489ttvv+jbt2/069cvevToscWMj8WLF8egQYN2+v+DF110UTz66KOZ9l577RWHHHJI9OnTZ4s9kMrLy+OSSy7ZpQCZhmnOnDlx6KGHxsiRI2PGjBnbDWtnzZoVF1xwQRx33HHx+eef79T95s+fH3369Ik77rgj1q5du9VzSkpK4u67747CwsJ45513duo+tSnJ38NXXXVVZrnnfffdN0aPHl2te9e2zZfA2zwU27y9qx/yL1++PE466aRYunRp5ljnzp2jX79+0bNnzy2eux9++GF885vfjCVLllT7XiNGjIinn346027ZsmUcdNBBcdhhh0WbNm12/oeop5YuXRpvvvlmTJ48Od59992sv4M02HSGbXFxcWYW5rZsOnZPPPHEaNeu3U7dd2vvCfbaa6848MADMzO499lnny3OmTJlSnzzm9/M+pB6cxdddFHWDPP7778/E0JX1X333Zf5c05OTpW3bWmI0v48TTPvQdMh7c9hqA11/V6zNq1duzZOOOGEmDp16havde3aNQ4//PDo1atXJrD++ss0m84gBoD6RKBLo7T5t6C7dOlSrf6bn79gwYKtfviUJl27dt1iFvKMGTO2ef6XX34ZQ4cOzewVHPHVTOZ77703Vq5cGfPmzYvp06fHO++8E6tWrYr/+Z//iT59+mTOLSoqimHDhu1wNseECRPimmuuyfowrX379nHXXXfFkiVLMnvpzpgxIxYvXhzLly+PP/7xj3H66afXm+Xc0mLSpElZf585OTlx0kknJVhRtiZNmsQpp5wS9957b3z00UexZs2a+OCDD+KNN96I6dOnxyeffBLFxcXxyCOPZAXRX375ZZx33nnVnvH4hz/8IR5//PGIiDjppJPi1VdfjZUrV8bMmTPjzTffjM8++yyeeeaZrC8SlJeX2xeuChrTh2NTpkyJo48+OmbNmpV1vEmTJvGNb3wjjjjiiCgsLNxiGfqXX345BgwYEKtWrarW/UpKSuKkk06KuXPnZo7ts88+0a9fv/jGN76xxXKjixcvjiFDhlRplltdWbdu3RYrROzq7+Gq/nx/+9vfsj5Av+eee6q1hFxtmzt3btbKE7169Yojjzwy65xBgwZlLRH74osvbrH6QnVcd911mXB2+PDhMWfOnPj0009j+vTp8fHHH8enn34ao0aNypqBOG/evGqHWM8//3zmmduvX7/4+9//Hp9//nm899578dZbb0VRUVG8+uqr0alTp53+WeqLd999N3r27BkdO3aMfv36xXHHHReHHHJIdOzYMfbZZ58YPnx4PP/880mXGYcffngceOCBmfbDDz+8zXOnT5+e9cWKiy66aJfu3bJly7j44otj/PjxsWTJkvj8889j9uzZ8dprr8WMGTNiyZIlsWjRovjlL3+ZFX7NmjUrrr/++m1et3Xr1nHuuedm2gsWLIh//OMfVa7r5ZdfzizZHPHVEvCNdY/TtD9P08x70OTVl+cw1LQk3mvWphtuuCHryy45OTlxySWXxNy5c2PBggUxbdq0+Oijj2LZsmXxy1/+MnbbbbfYuHFj1rLO8P/au+/wqKr8j+OfJEBCIBBCaAEJJWDoJEBAWJooAgtSg3TEpe7qIrLKKrKgK7oq1YogKNIUkSIIKr1IEyEgHQVCCyVAgIQWyPz+4Mn8cmcmyZ20mZD363nyPDl3zrnnZHJz5+Z8TwGA3IRoCPIk2+XYnN07q1SpUoZO86SkJOseY+6sXr16hnTKPXVtjRw50tAx16FDB+3bt0+DBw+227M0X758atOmjbZu3arOnTtbj0dFRemTTz5JtY4LFy7YPUg3bdpUhw8f1gsvvOBwGeySJUuqZ8+eWrZsmQ4dOqSQkJBUz4//l5SUpFdfff3tlH0AACAASURBVNVwrE2bNk4tNZ6d6tWrpz///FMrVqzQ4MGDFRIS4jBg7+fnp969e2vv3r1q166d9XhUVJTTnS7J1/+YMWO0atUqNWrUyLCPjpeXlzp16qT169fL19fXenznzp3au3evsz9inpDXOsfOnDmjTp06GYKyYWFhWrhwoa5du6ajR49qx44dOnDggK5evap58+YZOv6PHDnidFBs/Pjx1uBl27ZtrYGNX3/9VUePHlVMTIz++9//qkCBAtYyFy9eVJ8+fXT//v3M/cBZJDY21jAAI3/+/E7P5LMN+qW3zKr0IBg+dOhQa7pv37564oknnKo3u6U3Y0J60FHVq1cvazopKSnNQFt6kvfge+utt7RgwQKFhoYaXg8KCtJ7772nhQsXGoK6P/74o7799lvT9Vy4cEGSFBkZqW3btql169Z2AxAaNWqkEiVKZPRHyTWuXLliGGCV0vnz5/XNN9+obdu2Cg8P1++//57DrTNKGZj98ccfU/1bS3ntFitWTE8//XSG6xwwYIDOnDmjWbNmqWvXrg5n40oP7gOjRo1SVFSUYb/mGTNmpLkCQsr7QHJ+s1LOzpWkQYMGmS77MMkN91N3xjOo6+Wm+zCQlVzxrJld9u7dq48//thwbNq0aZoxY4YqV65sOF68eHGNGjVK69evl5+fX6p//wAAuDsCusiT4uPjDelChQo5Vd7Dw8NuBLrtOd2R7XKGqc2aO336tKHDqnbt2vr222/tlla25e3trblz5xoCFlOnTk01iDB16lTFxcVZ01WqVNGqVavslhlLTdWqVZ0OxudVEyZM0I4dO6xpT09PjR8/3oUtMqpYsaKCg4NN5/fx8dGcOXNUtGhR67EvvvjC6Xo7duyoN998M808VatWtduDetWqVU7XlRe4e+fY8ePHtWbNGtNfaQ16kR50YKcczPP8889r586dioyMtPtcKViwoHr16qXffvtN9evXtx5fsmSJU9dTcvDthRde0MqVK1W3bl3D64GBgXr99df1888/G5YV3bVrV5oDbHKS7eelr6+voSPbDNv318xn8KhRo3T69GlJD96nSZMmOVVndrNYLHadZX369HGY1/a4beecs9q3b6/Ro0enmadLly56+eWXDccmT57sVD2VKlXS7Nmz7QK5cGzPnj1q2LChU4HzrNanTx/rAKt79+5p/vz5dnnu3r2rBQsWWNPdu3e3W5XAGfXq1VORIkVM5w8ODjYEZW/dumWd/ehI48aNVatWLWt6+fLl1gEHaYmLizP8LkqWLKmOHTuabufDxN3vp7kBz6C5gzvch4Gs4spnzezw0UcfGVZ6e/bZZzV48OA0y0RERDj9/AoAgDshoIs8ybbjN2Wnt1m5MaBrGyhNrc0ff/yx7t27Z02///77pjvmfH19NWLECGs6Ojpau3btsst39+5dffrpp4Zj06ZNczq4jvRt3rzZrqP+xRdfVFhYmItalDUCAgLUtm1ba9rRvjnpefvtt03le+aZZwzp3bt3O10X/p+rOsfmzJmjJ5980vRXWiPRN2zYYNhfvFOnTvrwww/TDVQFBARoyZIlhhk3EydOdOrniIiI0NSpU9PM07x5c/3vf/8zHJs6darTS5NnB1d8Bm/evFnTpk2zpidOnOh2e7auW7fOsBR1w4YNU12FolatWqpdu7Y1feTIEW3fvj3Ddb/77rum8o0ePdoQaNu2bZtT+xe/9tpreXpJ1sDAQD377LOaO3eu9u3bpytXrigxMVFXr17V3r179dFHH6lOnTqGMrdu3VKfPn20adMml7S5bNmyatWqlTXt6L64YsUKw4zYzC63nBGtWrUyzORN75lgyJAh1u8TExNN7Q84b948w/68/fv3V/78+Z1vbC6XG+6nuQHPoK6RG+/DQFZx5bNmVrt7965h8JaXl5fpAevPPfecYQsnAAByEwK6yJNs97tNuTSlWbYBzpQdPO7Kdobt3bt3HeZbuXKl9fvSpUs7vYRa69atDenNmzfb5dm5c6dhdm7NmjX1+OOPO1UP0nf8+HF16dLFEKCvW7eu6U4kd5dyicWzZ8/q0qVLpsvWqlVL1atXN5W3Zs2ahkBd8qwUPJAXO8emTJli/d7T09Opkd7lypUzBDzWrVvn1F6677zzjqkZrf/4xz9Uvnx5a/rPP//Uxo0bTdeTXXL6M/j27dv629/+Zg1mP/HEE+rXr5/TdWY325kPqc2YSO31jM6cqFevnul7YeHChdW1a1fDMbPXlJeXl7p37+50+x4Wc+fO1dmzZ/XFF1+od+/eqlWrlooVK6Z8+fLJ399ftWvX1j/+8Q9FRUVp2rRphmv87t276tWrl93fTk5Jeb/as2eP3Z7hKa+9qlWr6rHHHsuxtqWUcoWYPXv2pJm3T58+hkGEn3/+eboDXmyXWx44cKDzjczlcsv91N3xDOoaufk+DGQFVz1rZoe9e/caBnS2aNHCsO94Wjw8PBwuNQ0AQG5AQBd5ku1soNQCm2m5c+dOmud0Rzdu3DCkHc26vXr1qvbv329Nh4eHO9zLNC0pAwiSHM7esQ3yppxpiawRGxurtm3bKjY21nqsVKlSWrx4caaWQsxucXFxmjlzpgYMGKDw8HCVKVNGhQoVkoeHh93XO++8Yyib8mdNT8plb9OTP39+wwz3a9eumS77sMuLnWOJiYlavXq1Nf2Xv/zFEEgwI+XAF4vFol9++cVUuUceeUQtW7Y0lTdfvnx2nRUpZxW7Sk5/Bo8dO1bHjh2T9GBmb8qZZe4iPj5eixcvtqbz5ctnNyvLVs+ePQ2fz19//bXd+2JGixYtMpV/586dpsqFhobKz8/PqboeJr179zY9eGHIkCGaP3++4fd79uxZu33ickrnzp0Nv7uUHbqXLl0yLAHbt2/fLK375MmTeu+99xQZGalq1aqpRIkS8vb2dvhMsG3bNmu59J4HihYtqh49eljTf/zxR5r3x127dikqKsqabt68eZ6c3ZMb7qe5Ac+grpGb78NAZrnyWTM72K4C17hxY6fKO5sfAAB3QUAXeZLtTNWMBBNsZwOlt7+sO7DtAHDU5iNHjhhmKKxcudJhp1laX7bLJqdchi/Zn3/+aUg707GB9N24cUNt27bV0aNHrceKFi2qn376yTCr1Z0kJCTolVdeUenSpTVw4EB9+eWX2rNnj86fP6+bN2+aOkfKWd/pKVmypFPtS3ld54YZ+TklN3WOjR07VhaLxfTXuHHjHJ5n9+7dhmsyI/cvMwNfHGnWrJlT+81mNPiWnXLyM3j37t2GJa3/85//qHLlyk7Xl90WLlyohIQEa7p169YqUaJEmmXKlSun5s2bW9NxcXFatmyZ03XXrFkzU/lT2zfblrt+9rirLl262AVH58yZ45K2+Pr6qlu3btb0vHnzdP/+fUnS/PnzlZiYKOnBjJesCuhGR0erU6dOqlSpkkaNGqVFixbp8OHDio2NNTUIxMzzwNChQw3plPvw2rJ9bdCgQeme/2GTW+6nuQHPoLmDO92Hgcxy5bNmdjh79qwhXa1aNafKO5sfAAB3QUAXeZJtx2/KB1szLBZLrgzoXrx40ZB2tCTN5cuXs7xeRyPJbYO8znZsIHW3b9/W008/bRi16uvrqx9++MFu2Vt3ERsbq8cee0zvv/9+pkb9OlM2M7Pq3WEf0tzqYegcsw2+Tpo0yemBL/Xq1TOcw9HAF0dyKviWnWw/L2/evOn035Tt57ajz+B79+7pueeeswaeateurX/9619OtjZnOLsEXmr5zOwDaqt48eKZym92IE3KvXdhzsiRIw3pffv26cKFCy5pS8pldc+dO6c1a9ZIMl67zZs3V3BwcKbr2rlzp+rUqaNly5Zl+PPWTNC3fv36Cg8Pt6YXL17s8F6ckJCgBQsWWNPFihWzW3r8YZeb7qe5Ac+guYc73YeBzHDls2Z2sH3+LFq0qFPlU658AABAbpIv/SzAw8c2eHjmzBmnyl+4cMGwJ6mnp6cCAwOzpG3Zaffu3Ya0o1H1zsxwNCspKcnumO3yz7khIJ4bJCYmqnv37oZlAwsUKKDFixerSZMmrmtYOiIjI/X7778bjiUvLVu9enWVK1dOhQsXVsGCBQ2zO7/66qtcFwzEg86xlJ0KyZ1jpUqVcmGrzMupgS+O5FTwLTsFBgbKw8PD2imdmJioixcvOvX7tx2V72hQ0Ny5c7V3715JDz6np0+fbtiH0F0cP37csA2Bl5eXChUqZA2YpcXf39/wXv788886f/68Spcubbp+X19fp9pruwpHyv3L0pI/f36n6sGDfTZLlixpHZBnsVh09OhRl9wrk4O10dHRkh58/gYFBRn2qk25125GXb58We3atbO7J9auXVtNmzZVSEiIgoKCVLBgQfn4+BhWLBg5cqT27dvnVH1Dhw7V4MGDJT0YFDZnzhwNHz7ckOebb74xPLf27ds3V2y1kpVyy/0UyGrudB8GMsrVz5rZwXYgt9kVo5K58xZUAACkhf/CkCc9+uijhvSpU6ecKm+bPzg42O07dqKjo+1GE4eFhdnls+3YbdmypV577bVM1V2sWDG7Y7b76JntEEbqkpKS1K9fPy1fvtx6zMvLS/Pnz9dTTz3lwpal7fvvvzcEoP38/PTpp5/a7dnjyNq1a7O5dcgOub1zLKcGvjjibPDN29tbXl5e1llV7nCvLViwoMqXL28NDEkPPled+f3bfg6Hhoba5Un5e0pKSlKjRo0y0FppwIABGjBggDXdsWNHLV26NEPncuSrr74yzLi6f/++OnbsmKFz3b9/X3PmzNHLL79suozZJe2TmZkdjaxTrlw5wworly5dckk7PDw81K9fP/33v/+VJC1dutQQ3C9UqJBhWeaMGj9+vGHQTJUqVTR37lxFRESkW9bZ+6P0YH/AkSNHWgO2M2bMsAvostxy7rmfAtnBXe7DQEa5+lkzO9jOyHX2f5zr169nZXMAAMgxBHSRJ9l2/B48eNCp8rbLbTrqSHY3ixYtsjvWsmVLu2O2M419fHz0xBNPZHl7AgICDGnb5aDhHIvFosGDB+vrr7+2HvPw8NDnn3/u9ssCpmyzJH322Wfq2bOnqbJml6mF+8nNnWO2QYP+/fubXrYsNeXKlTOVz9ng2507d6zBXMl9gm+hoaGGgO7BgwfVoEED0+Vz4+ewIxaLRV999VWWnnP27NlOdbLFxsY6dX7bGeosWZe9bGc2J+9X6wopA7o3b940BDo7d+6cJfeXb775xvq9j4+PfvzxR1WqVMlU2Yw8ExQuXFh9+vTRp59+Kkk6cOCAtm3bpscee8ya3r59uzV/o0aNnF76Hu7LmT3pbTn7eYzcy53uw8m4dmGWK541c+L6tO1POnfunFP1OJsfAAB3QUAXeVKNGjWUP39+6z9jJ0+eVExMjMqUKWOq/C+//GJI161bN8vbmJWSkpL08ccfG441aNBAZcuWtctbsWJFQ/qPP/7IljZVqVLFkN61a5e6d++eLXXlBSNGjNDMmTMNxz744AM9++yzrmmQE1J2lBYvXtyp6+DAgQPZ0STkAHfsHDPLduBLQEBAtgx8ceRhCb7VrVtXP/30kzW9detW08u1xsTE6OTJk9Z0/vz5Vb169axuYo7YuHFjlu9rfODAAe3atUv169c3lX///v1Ond92eXzb5wZkrfPnzxvSJUqUcFFLpJCQEDVu3Fhbt261ey0rlls+deqUoYO1TZs2poO5t27dyvDf0pAhQ6wBXenBjNzkgK7t7Nzk5ZnxcEi5wtKtW7ecKpubBqIhc9zpPpyMaxdmueJZ03b1ulu3bqlgwYKmzm32+rR99k+5BYQZUVFRTuUHAMBdENBFnuTn56dmzZoZlmtdvXq1+vXrl25Zi8Vit9dIhw4dsryNWemjjz6ye4gfOnSow7zlypVTSEiINZB77NgxnT59Wo888kiWtqlp06aG9KpVq/Tee+9laR15xZgxYzR16lTDsbffflvPP/+8i1rknJRLgYeEhMjLy8tUuevXr+u3337LrmYhm7lj55hZOTXwxZGHJfjWvn17vfvuu9b0mjVrZLFYTI3o//nnnw3pli1bOpwZ2LVr1wzNpLPdh/Pll19W69atrWlH+/VmVMq9pCVp3LhxGjt2rNPneeuttzRmzBjDec0GdDdu3OhUXbb5zSyFi4w5c+aMYSa7pCx/HnNWv3797AK65cqV0+OPP57pc9tuDWK7RUpaNm/enOGBQXXq1FGjRo2sA8wWLlyoKVOmyNvbW3PmzLHmK1KkSJ4dfJgb7qcZUaRIEev3V69eVWJioun9vn/99dfsahbciDvehyWuXZjnimfNlNen9ODzvUKFCqbqMXt92j5/rly5UklJSelu2ZTs+++/N5UPAAB3Q0AXedbTTz9tCOjOnDnTVEB3/fr1huBoqVKl1LBhw2xpY1bYvn273XI4VatWVd++fVMt06ZNG3300UfW9EcffWToeM8KDRo0UEBAgHV5vP3792vdunVZ0iGYl7z//vt66623DMdeffVVvfrqqy5qkfNS7udz9+5d0+VmzZql27dvZ0eTkM3ctXPMrMaNG6tAgQLW6zU5kGC2Iy0zNm/ebDrwKblv8K1x48YKDAy0zjg+fvy4NmzY4HArAFu2qxGktgfYI488kqHrynbf9+rVq2fLDOyEhAS77RB69OiRoXP16NHD0Mm2YMECTZw4UQUKFEi37G+//aaDBw+amuUcHx+v7777znCsefPmzjcYpthe64888ojdCic57ZlnntHw4cN1584d67E+ffqY7kBNS8rnAcm5Z4JPPvkkU3UPGTLEGtBNSEjQ/PnzVbRoUcMyzr169TLsG5yXuPv9NKOCg4O1c+dOSQ9WCtm/f7/CwsLSLbd//35Wickj3PE+LHHtwhxXPWsGBwcb0nv27DEV0I2NjdW6detMtScoKEj16tWzDvA+d+6cli5dqi5duqRb9tSpU1q+fLmpegAAcDeZ/88byKV69Ohh6JTZtGlTug+PFotFb7zxhuHYgAEDsqQTKzvMnTtXrVq1MnSIeXp66rPPPksz8DBixAjly/f/4z0+/PBD7d69O0vblj9/fv397383HBs6dKgSEhKytJ6H2WeffaZXXnnFcOz555/X22+/7aIWZUzp0qWt3x84cEBxcXHpljl79qzd3yJyD3ftHDPL19dXzZo1s6bj4uI0d+7cHKn79OnTWr9+vam89+7d07x58wzH3CX45unpabck/BtvvGEX0LG1du1abd682Zr28/PLtTPmvvvuO8XHx1vTYWFhTs1ITCkkJMQwS+Ly5ctasWKF6fKjRo0ylW/8+PG6fv26Nd2oUSNVq1bNfENh2qFDhzRx4kTDsU6dOrmoNf/P399fV65c0Y0bN6xfyfvqZlbK5wFJ2rJli6lyK1eu1LJlyzJV9zPPPGMIPs6YMcNuueVBgwZlqg64n/DwcEN64cKFpsqNHj06O5oDN+Ou92GJaxfmuOpZM6PX55tvvunUEuK2n8svvfSS3XYztpKSkjRs2DAGhgMAci33jEIBOaBkyZJ2S9IOHDjQsHeXrXfeeUebNm2yposWLWo3+9XVLBaLfvzxR7Vu3Vp9+/bVzZs3Da9PnDhRLVq0SPMclSpV0t/+9jdr+tatW2rfvr22bdvmVFvWrVuX5l5j//znPxUQEGBNHzt2TO3atTMV0JOkI0eO6MyZM0616WExf/58u4D4gAED9MEHH7ioRRnXuHFj6/d3795Nd3bxpUuX1L59e9PXCdyLO3eOOcP23j969Og0Pz+y0quvvppu4FOSPv74Y506dcqarlSpUrr3/5w0atQow1LJGzduTHM1iLNnz2rgwIGGY8OHD7fb0zi3+PLLLw3pjM6YSNazZ880z5+WFStWpDsYaMmSJXr//fcNx1588UXTdeRVUVFRmjx5st3zWHpl2rRpoxs3bliPFSxYUP/+97+zo4lO8/X1VeHCha1fKQcBZkb58uVVtmxZa/rXX3/VN998k2aZnTt3qk+fPpmuu2DBgoaVenbv3m0YPBMeHm7XQY3cr127dob0hx9+qGPHjqVZZsyYMSzVmcs8jPdhrl2Y4apnzSeeeMIwgWDhwoXpDtL6/PPPDavEmdG/f3/DoODo6Gg9+eSTOn78uMP8169fV9++fbVy5UrTqx0BAOBuWHIZbumXX35xODJv7969hvTt27ft9rNNFhQUlO7yga+88opmz55t3cvxxIkTaty4sT744AN16NDB+pB35swZvfXWW/rss88M5UePHm0ISGan48eP2/2sSUlJunbtmuLi4nT+/Hnt3LlT27dvty5hmVL+/Pk1ZcoUuyBgaiZPnqydO3dqz549kqSYmBg1a9ZMffr00ZAhQ1S/fn27Drz4+HhFRUVp1apV+u6773TkyBG75XZSKlGihL788kt17NjRGpzYtGmTqlWrptGjRysyMlKlSpUylLl48aLWrl2rBQsW6IcfftDatWtVrlw5Uz9TTsnu63fNmjXq37+/kpKSrMdCQ0P1zDPPGJYRN6NYsWKqV6+eU2WyWr9+/QyzCKdNm6abN2/qzTffNFw/N27c0MKFC/X6669b/2arVaumQ4cO5Xib8aCja/369RoyZIh8fX1Nl+nYsaPbdo45o3Xr1mrevLl1SeOYmBg99dRTWrJkiUJCQkydIykpSYsXL9aePXs0fvx403Xv3LlTw4cPT3MAx6ZNm+ze13/+859u1XkRGBio1157Ta+99pr12KuvvqpTp07p9ddfV1BQkKQH79P333+v4cOHGwLUQUFBGjlyZI63OytER0drw4YN1rSHh0emO9meeeYZ/etf/7J+nq5atUoXL15Md4/K4OBgRUdHa/To0dq/f7/Gjh1rmL0RExOjKVOmaOLEibp//771eOvWrfXMM89kqs3uILs/s+Pi4vTSSy9p/Pjx6tKlizp37qwGDRrYDUSwWCzav3+/ZsyYoenTpxuWNJYeDCpM/pt4mPXr10/vvPOOIX38+HH94x//MOzJd+bMGU2bNk0TJkzQnTt35OPjo9KlS+vkyZMZrnvIkCGaOnWqw9dyw+zcnPr/6WFSu3ZtRUREWJeuTUhIUMuWLfXxxx+rffv28vLykvTg73PHjh1644039OOPP0qSKleurD///NNlbX+YcB92HteueTl1b4yJiUl1OeurV68a0gcPHky1rr/85S/y8fFJsy4zXPmsGRgYqM6dO1tn5iYlJal9+/aaMmWKevXqZVim+ffff9e7775r7Q9w5vr08fHRjBkz9Pjjj1v7Rvbs2aOaNWsqMjJSLVu2VMmSJXXt2jXt2rVL8+fPt/YjDBkyRNOmTcvU+wEAgEtYADcUHBxskZSpr/79+5uqa+PGjRYfHx+78v7+/pawsDBLxYoVLV5eXnavd+zY0ZKUlJRt70H//v0z/R4kf9WvX9/y66+/Ot2G06dPW2rVquXwnIUKFbKEhoZaGjZsaKlVq5alXLlyFg8PD7t8wcHB6dYzefJkh2U9PDwswcHBlvr161vCwsIsQUFBdnnWr1/v/JubzbL7+h07dmyWXRvNmzfPlvegefPmhnq++OKLNPO3a9fOYfsqVapkadiwoeXRRx+1FChQwPBar1697N6LtK6H9evXG/KOHTvWqZ8p5e/VzHXtalu2bLGsXr3a7mvChAmG96FUqVIO861evdpy4MCBVM+f/H4WL17cMmjQIMvKlSstly5dssuXlJRk2bdvn+WFF16weHt72/2Op0yZkm3vge191NnfeXrOnTtnKVOmjKGOwoULW0aOHGn5/fffHX5GxMbGWn7++WfLCy+8YClbtqxFkuWpp55KtY5PP/3U7p6a/H3btm0tUVFRdud/66237N7r8PBwy71797L0588K9+/ft7Rv397uuvDy8rJUqlTJEhYWZvH397d7vWDBgpYtW7ZkS5ucvX9lxJtvvmmoo3Hjxlly3mbNmhnOO2nSJLs8tvfNr7/+2u7ztXz58pYGDRpYQkJCLJ6eng4/20+fPp1mW06cOGH6c82Vsvsz2/azJ+W9t0aNGpZGjRpZatasaSlWrFiq5x85cmS2vge298olS5Zk6fnr1KljOP+JEydSzXv58mVLuXLl7N6DfPnyWWrUqGGJiIiwVKxY0e65cfr06XZ/uxlh+zckyeLr62u5du1aBn/6nJOT/z+ZlRP305Qy8rm/Y8cOh//r+fv7W8LDwy1169a1BAQEGF7r2bMnz6BZiPuw+167ueWzPC05dW/84osvMl1Pep+RznDls6bFYrGcPHnSUrhwYbufr3DhwpY6depYwsPDLSVLljS81qxZM8v06dOd/tyYPXu2w+fV1L4aNmxouXnzpuFYq1atsuT9AQAguzFDF3les2bN9MMPPygyMlJXrlyxHo+Li7POTrXVq1cvzZo1y61mOtkqUKCA2rRpoyFDhtgtyWRWuXLltG3bNg0dOlTz5s0zLPGZkJCgw4cPp3uO8uXLp5vnxRdfVPny5TVo0CDD78BisSg6OlrR0dEZaj9cJ+W1IinNPZslad68eXrqqaeso8yTHT9+3OGSST169NAXX3yR6/YLzkm9e/c29bdz4cIFPfnkkw5f69+/f7rLtl6+fNmw12CpUqUUGBgoPz8/xcfH6+zZs3aj0pONHDlSw4cPT7eN7qpMmTJasWKFOnToYF1uOT4+XhMnTtTEiRPl7++vsmXLys/PTzdu3NDly5eto8IzavTo0Zo0aZIOHz6sVatWadWqVQoKClJQUJCuX7+u48eP6969e4YygYGBmjt3rnW2hjvx9PTUt99+qwEDBujrr7+2Hr9//36qy6UVL15cixYtUpMmTXKqmVlu9uzZhrTtEnYZ1aNHD8PWELNnz9aIESPSLFOqVCn99NNPeuqpp6zX8alTpwyzoVMKCQnRTz/95HarY+Q2Fy5c0IULF9LMU6RIEX3yySfq3bt3DrXK9QICAvT999+rbdu2hvfn1yfkIgAAF35JREFU3r17Dmc+eXp6asKECRo0aJDdnuEZMWTIEMPfkPRgRlLK2cFwX84+f0pSRESEPv/8cw0cONCwCkFcXJx2795tl79nz5768ssveQZ9CLjTfZhrF1nN1c+awcHBWrRokbp06WJY7jw+Pt5udrQkPf7441q8eLGWLFnidJv69eun4sWLa+jQoeluyRUZGamZM2ca/makB9upAQCQG7CHLqAHD48HDx7UsGHD0lw6NCwsTN99953mzZsnb2/vHGyhY/ny5VOhQoVUtmxZhYeHq2vXrhozZox++OEHxcbGatmyZRkO5iYrVKiQ5syZo6ioKPXs2VP+/v7plgkNDdXw4cO1detWu06x1HTp0kXHjx/XmDFj0lymOblNTz/9tJYuXaqmTZuaOj9ylu2yVn5+fmnm9/f316ZNmzRmzJg0/5mqUaOG5s+frwULFhiWaoL7uHDhgg4cOKDt27dr//79DoO5RYoU0dy5czVhwgQXtDBrhYeH67ffflOrVq3sXouLi7O+FwcOHEg1mGtm4EsyPz8/rVq1yrBf1Llz57Rr1y4dPXrULpgbFBSk1atXq1q1aqbryGk+Pj5asGCBFi1apLp166aar1ChQvr73/+ugwcPutVewM7asmWLYSk5Ly8vRUZGZsm5IyMjDdsh7N27V1FRUemWq1mzpqKiojRw4MBUn2+KFSumUaNGad++fapUqVKWtDcvqFWrlt599121adPG9DYdoaGheu+993Ty5Mk8FcxNFhYWpt9++019+vRJdSCKh4eHnnzySW3fvj3dQQvO6Natm13wNjcst4wHnH3+TPbss89q06ZNeuyxx1LNU7lyZc2ZM0fz58/nGTSXyQ33Ya5dZCV3edZMHrDdpk2bVCdDlC5dWlOmTNHPP/+cqaDqX//6Vx06dEjTp09X69at9cgjj6hAgQLy9fVVaGioBg4cqC1btmjhwoXy8/MzTCSQCOgCAHIPD4vtUEAgj7t165a2bt2qQ4cOKS4uTgUKFFDZsmXVsGFD0/siPsySkpK0e/duHT16VLGxsbp+/bp8fX3l7++vypUrq3r16ipRokSm6zl06JD27dunS5cuKS4uTr6+vipRooRCQ0NVu3ZttwioI3WhoaE6cuSINb1u3Tq1bNnSVNnbt29r27ZtOnTokK5evaoCBQooKChIDRo0UNWqVbOryQ+dChUqZHp2e1ozdC9fvqyZM2dq/fr12rlzp90/xY6Ehobqueee08CBA1WsWLFMtc2MZ5991jA6fezYsRo3bly21bd+/XpNmDBB69evd7hXVzJPT0+FhYXpqaeeUu/evdPck2vatGkaNmyYNb1gwQL16NFDN27c0NixYzV9+nQlJCTYlfPz81Pfvn319ttv57oOij/++EM7duzQ2bNndffuXfn7+6tatWpq0qRJluwplteNGzdOb7zxhjW9fv16Q4D8+vXr2rx5s44dO6aEhAQFBgaqUqVKatGihakZQ0hbdHS0jh07plOnTunq1au6deuWfHx8VKxYMZUpU0YNGzZU8eLFXd1Mt3HlyhVt2rRJ0dHRunHjhgoVKqSKFSuqcePG6e4PnRF//vmnqlSpYp0tV6NGDe3fvz/L60H2aNOmjX766SdretasWRowYIBT54iOjtaWLVt0/vx53b59WyVLllR4eLjCw8PdenUmmOeO92GuXTzsLly4oI0bN+rcuXNKSEhQQECAateurUaNGrlkFaHkVZaSjRs3TmPHjs3xdgAA4CwCugCALGWxWFSwYEHduXPHeuzEiROqUKGC6xqFbOeOnWOucvfuXe3YsUMnT55UbGysEhISVLhwYQUEBKhq1aqqXr16li3fefPmTW3ZskWHDx/WjRs3FBAQoAoVKqhFixYqWLBgltSBh0t6AV0gL3vttdf0zjvvWNNTpkzJ1VsD5DWPPvqojh49ak1zf0NuwbUL5KwRI0ZoypQp1vSKFSv017/+1YUtAgDAHAK6AIAsFRUVpbCwMGvaz89P165dY2Q4ALgBArqAY4mJiXrkkUese2oWLFhQZ86cMb1EK1zrypUrKlGihJKSkqzHLl26pMDAQBe2Ckgf1y6Qs65fv64KFSpYtwbKly+fYmJi+JsDAOQK7KELAMhS8+fPN6SbNm1KMBcAALi12bNnW4O5ktSzZ0+CubnI119/bQiIVa9enc555Apcu0DmODNPyWKxaNiwYdZgriR16NCBvzkAQK5BQBcAkGU2btyoDz/80HCsV69eLmoNAABA+i5cuKDXX3/dmvbw8NCLL77owhbBGQcOHLDb+5DnT+QGXLtA5j355JP6/PPPlZCQkGa+8+fPq3v37oYB6HzeAwBym3yubgAAIPdas2aNEhMTdf78ea1evVrffPONYYR5tWrVFBkZ6cIWAgAAGK1Zs0bSg33I9+/frw8//NAwOzcyMlK1atVyVfOQjl9++UXx8fG6dOmSNm3apK+++kp37tyxvl6iRAkNGzbMhS0EHOPaBbLeH3/8oUGDBmn48OFq3bq1IiIiVKlSJRUtWlQJCQk6d+6cNm/erOXLl+v27duGsn//+9/VrFkzF7UcAADnEdAFAGTYk08+meprhQsX1qxZs1SgQIEcbBEAAEDa0np+KVq0qCZNmpSDrYGzevfurejoaIev5cuXT9OnT2e5bLglrl0g+9y8eVNLly7V0qVLTeXv1q2bJkyYkM2tAgAga7HkMgAgy1WtWlVr165Vo0aNXN0UAAAAUwoXLqzFixerbNmyrm4KMiAoKEjLli1Tp06dXN0UwClcu0DGlStXzqn8xYsX1/vvv6+FCxfKx8cnm1oFAED2YIYuACBTPDw85O/vrxIlSigiIkLt2rVT9+7d5eXl5eqmAQAApMnb21vBwcFq3bq1Ro4cqQoVKri6STCpSJEiCgwMVHh4uFq3bq0+ffqoYMGCrm4WkC6uXSDrbNmyRVFRUVqzZo127NihY8eO6cyZM4qPj1dSUpKKFSumwMBA1a9fXy1btlS3bt1UuHBhVzcbAIAM8bBYLBZXNwIAAAAAAAAAAAAAYI8llwEAAAAAAAAAAADATRHQBQAAAAAAAAAAAAA3RUAXAAAAAAAAAAAAANwUAV0AAAAAAAAAAAAAcFMEdAEAAAAAAAAAAADATRHQBQAAAAAAAAAAAAA3RUAXAAAAAAAAAAAAANwUAV0AAAAAAAAAAAAAcFMEdAEAAAAAAAAAAADATRHQBQAAAAAAAAAAAAA3RUAXAAAAAAAAAAAAANwUAV0AAAAAAAAAAAAAcFMEdAEAAAAAAAAAAADATRHQBQAAAAAAAAAAAAA3RUAXAAAAAAAAAAAAANwUAV0AAAAAAAAAAAAAcFMEdAEAAAAAAAAAAADATRHQBQAAAAAAAAAAAAA3lc/VDQAAAACArFChQgVFR0enmcfb21ve3t4qXry4SpcurSpVqqhGjRpq0qSJIiIilD9//hxqLQAAAAAAgDkeFovF4upGAAAAAEBmmQnopsXf319dunTRCy+8oLp162Zhy7LGuHHj9MYbb1jT69evV4sWLVzXIAAAAAAAkCNYchkAAAAAJMXFxWnWrFkKCwtTZGSkzp496+omAQAAAAAAsOQyAAAAgIfThAkTVKdOHcOxxMREXb16VXFxcYqOjta2bdu0a9cu3bp1y5Bv0aJF2rBhg7799ltmwQIAAAAAAJcioAsAAADgoVSvXj1Twdhbt25pzpw5mjJlig4dOmQ9Hhsbq3bt2mnVqlVq3rx5NrYUAAAAAAAgdSy5DAAAACBPK1iwoAYPHqx9+/ZpxIgRhtdu3bqlyMhIxcTEuKh1AAAAAAAgryOgCwAAAACS8uXLp0mTJmnSpEmG45cuXdLLL7/solYBAAAAAIC8jiWXAQAAACCFESNGaPPmzVqyZIn12Pz58zVmzBg9+uijps5x5swZHThwQCdOnNC1a9ckSQEBASpbtqwee+wxFStWLFvanlFHjhzR3r17denSJV27dk0BAQEKCgrSX/7yFwUEBLi6eQAAAAAA5GkEdAEAAADAxoQJE7Rs2TIlJSVJkiwWiz777DO72bvJ7t27pzVr1mjRokVas2aNoqOjUz23h4eHGjVqpFdeeUUdO3aUh4dHqnk3bNigli1bOnwttePJLBZLmq/Hx8dr4sSJmj17tk6cOOEwj5eXl5o2bao333xTTZs2TfN8AAAAAAAge7DkMgAAAADYqFSpkjp06GA4tnTp0lTz9+jRQ23bttXMmTPTDOZKDwKt27ZtU+fOndWtWzclJCRkSZudsWLFClWuXFnjxo1LNZgrSffv39eGDRvUrFkzDRkyRPfu3cvBVgIAAAAAAImALgAAAAA41KVLF0P6xIkTqQZrb9++bXesRIkSql69uho2bKg6deooMDDQLs/ixYvVsWNH60zgnDB9+nR16tRJFy9eNBz39fVVtWrVFBERoZCQEHl6etqV69atW7ozfwEAAAAAQNZiyWUAAAAAcKBhw4Z2x/bs2aPg4GCH+QMDA9W9e3f99a9/VUREhMMA7h9//KFZs2Zp8uTJ1iDw2rVrNXXqVI0YMcIuf506dbR69WpJ0ldffaU5c+ZYX5swYYLq1Knj1M+0du1aDRs2zBBA7tChg0aOHKkmTZooX77//xfxypUr+vzzz/XWW2/pxo0bkqRly5bpvffe06hRo5yqFwAAAAAAZJyHheHVAAAAAB4CFSpUMMygXb9+vVq0aJHh81ksFhUpUkTx8fHWYxMnTtRLL71kl3fbtm0KCwuTj4+PqXNHRUWpVatWunLliiSpbNmyOnnypCGgamvcuHF64403rGlnf764uDhVq1ZN58+flyR5enpqxowZeu6559Isd/DgQbVo0UKXLl2SJBUoUEDR0dEqXbq06boBAAAAAEDGseQyAAAAADjg4eGh4sWLG47FxMQ4zPvYY4+ZDuZKUt26dfXee+9Z02fPntXPP/+csYaaNG3aNGswV5LGjx+fbjBXkqpXr64vv/zSmr57964++uij7GgiAAAAAABwgIAuAAAAAKTC39/fkE45WzezevToIS8vL2t669atWXZuW/fv39eHH35oTZcvX14jR440Xb5du3YKCwuzpr/77rssbR8AAAAAAEgdAV0AAAAASEXhwoUN6bt372bZuQsVKqSSJUta03v27Mmyc9vau3evzp07Z0336NFD+fPnd+ocrVu3tn5/+PBhxcbGZln7AAAAAABA6lLfoAkAAAAA8rgbN24Y0t7e3umWOXDggBYtWqTdu3fr4MGDunr1qq5fv67ExMQ0y2VngHTz5s2GdP369Z0+R/ny5Q3pQ4cOqWnTpplqFwAAAAAASB8BXQAAAABIxbVr1wxp2xm7Kf3+++96/vnntWnTpgzVFRcXl6FyZhw6dMiQ7t69e6bPeeXKlUyfAwAAAAAApI+ALgAAAAA4YLFY7GbNBgUFOcy7YsUKde3aNVNLMt+5cyfDZdNz+fLlLD+nbbAbAAAAAABkDwK6AAAAAODA4cOHlZCQYDhWuXJlu3xHjx5Vt27dDMFcDw8PRUREqHHjxqpUqZJKly4tHx8f+fj4GMr26dNHFy5cyJ4fIIXsmP2blJSU5ecEAAAAAAD2COgCAAAAgAM7d+60OxYWFmZ37N///rdhdm1ERIRmz56t0NDQdOvw8PDIXCNN8vX1NaT/97//qV69epk6Z40aNTJVHgAAAAAAmENAFwAAAAAcWLRokSEdEhKicuXKGY7Fx8frhx9+sKZLlSqlH3/8UcWKFTNVx9WrVzPfUBMCAwMN6YoVK+qJJ57IkboBAAAAAEDmeLq6AQAAAADgbo4fP66VK1cajnXu3Nku3+7duw1LLffs2dN0MPePP/7I1n1zU6pYsaJd3QAAAAAAIHcgoAsAAAAANv71r38Z9oj19PTU4MGD7fLZ7n/76KOPmq5j3bp1TrXJ09P475vFYjFdtmXLlpmqGwAAAAAAuA4BXQAAAABIYfLkyVqyZInhWL9+/RQSEmKX1zaomnK2blosFos+/fRTp9pVqFAhQ/rmzZumy0ZERBhmDq9bt04HDx50qn4AAAAAAOAaBHQBAAAAQNK9e/c0cuRIvfTSS4bjpUuX1rvvvuuwTOnSpQ3pLVu2mKrr008/VVRUlFPtCwgIMKRPnDhhumz+/Pn14osvWtMWi0VDhgxRYmKiU20AAAAAAAA5j4AuAAAAgDzt9u3bmjFjhmrXrq1JkyYZXvP19dWiRYtUsmRJh2Xr1aunAgUKWNOLFy/W1q1b06xvxYoVdkFjM2rUqGFIf/fdd06VHz58uEqVKmVNb9myRd26ddO1a9dMnyMhIUEffPCBZs6c6VTdAAAAAAAg4/K5ugEAAAAAkB1+++033bt3z3AsMTFRcXFxiouL08mTJ7V9+3bt2rXL4fLFpUqV0qJFi9SkSZNU6yhUqJC6du2qBQsWSJLu37+vtm3b6v3331e/fv3k4+NjzXvs2DFNnjxZn332mZKSklSyZEndv39fly9fNvXzhIWFKTAwULGxsZKkDRs26PHHH1f37t1Vvnx5Q2BZkp544glDumjRovr222/VqlUr68zc77//XjVq1NCIESMUGRmp8uXL29V7+vRp7dixQ0uXLtXy5ct1/fp1jR071lSbAQAAAABA5nlYbDd9AgAAAIBcqEKFCoqOjs6Sc/Xo0UOTJ0+2W1LZkT///FPh4eG6fv264biPj4+qVq0qb29vxcTE6MyZM9bXvLy8tHz5cg0bNsza5uDgYJ08eTLNuv773//qP//5j6mfIbV/9b7++msNGDBAt2/ftnutTJkyKlmypLy9vXXt2jVdvHhRV69etcs3duxYjRs3zlQ7AAAAAABA5jBDFwAAAAD0YI/arl276p///Kdq1qxpulzlypX17bffqmvXroqPj7cev337tvbt22eX38fHR19++aXatm3rdBtfe+01HT16VHPnznW6bLIePXqoSpUq6tWrl44ePWp4LSYmRjExMWmW9/LyUlBQUIbrBwAAAAAAzmGGLgAAAICHgpkZugUKFJCPj4+KFy+u0qVLq0qVKqpZs6aaNGmiBg0aKH/+/Bmu//Dhw3rllVe0fPlyh6/ny5dPnTp10vjx41W1alW7NpuZoZvsl19+0YIFC/Trr7/q+PHjunHjhu7cuWPIk96/evfv39f8+fP1ySef6Ndff9X9+/dTzevt7a0mTZqoXbt26tWrl8qUKWOqnQAAAAAAIPMI6AIAAABAFoqJidHmzZt15swZ3bx5U0WKFFFISIgaN24sf39/VzfPoWvXrmn79u06d+6cYmNjlZiYKD8/P5UsWVKhoaF69NFHDfsBAwAAAACAnENAFwAAAAAAAAAAAADclKerGwAAAAAAAAAAAAAAcIyALgAAAAAAAAAAAAC4KQK6AAAAAAAAAAAAAOCmCOgCAAAAAAAAAAAAgJsioAsAAAAAAAAAAAAAboqALgAAAAAAAAAAAAC4KQK6AAAAAAAAAAAAAOCmCOgCAAAAAAAAAAAAgJsioAsAAAAAAAAAAAAAboqALgAAAAAAAAAAAAC4KQK6AAAAAAAAAAAAAOCmCOgCAAAAAAAAAAAAgJsioAsAAAAAAAAAAAAAboqALgAAAAAAAAAAAAC4KQK6AAAAAAAAAAAAAOCmCOgCAAAAAAAAAAAAgJsioAsAAAAAAAAAAAAAboqALgAAAAAAAAAAAAC4KQK6AAAAAAAAAAAAAOCmCOgCAAAAAAAAAAAAgJsioAsAAAAAAAAAAAAAboqALgAAAAAAAAAAAAC4KQK6AAAAAAAAAAAAAOCmCOgCAAAAAAAAAAAAgJsioAsAAAAAAAAAAAAAboqALgAAAAAAAAAAAAC4KQK6AAAAAAAAAAAAAOCmCOgCAAAAAAAAAAAAgJsioAsAAAAAAAAAAAAAboqALgAAAAAAAAAAAAC4KQK6AAAAAAAAAAAAAOCmCOgCAAAAAAAAAAAAgJsioAsAAAAAAAAAAAAAboqALgAAAAAAAAAAAAC4KQK6AAAAAAAAAAAAAOCmCOgCAAAAAAAAAAAAgJv6P+BU6BrRzuUvAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] @@ -1148,7 +1155,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -1171,7 +1178,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -1194,7 +1201,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAACCQAAARHCAYAAAAh7CA6AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAuIwAALiMBeKU/dgAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nOzdd3iUVd7G8XvSCUloSQhECASQLoKCFEHaUjVBUdpGyoICKqIIvCAixRVcUVl2FXXpKM0CqESQIgQQRCnKgoiAIXQIJY0wqfP+wcWzPKkTmDAJ+X6uay5zzpzymyRMkOfOcyw2m80mAAAAAAAAAAAAAAAAB3JxdgEAAAAAAAAAAAAAAODuQyABAAAAAAAAAAAAAAA4HIEEAAAAAAAAAAAAAADgcAQSAAAAAAAAAAAAAACAwxFIAAAAAAAAAAAAAAAADkcgAQAAAAAAAAAAAAAAOByBBAAAAAAAAAAAAAAA4HAEEgAAAAAAAAAAAAAAgMMRSAAAAAAAAAAAAAAAAA5HIAEAAAAAAAAAAAAAADgcgQQAAAAAAAAAAAAAAOBwBBIAAAAAAAAAAAAAAIDDEUgAAAAAAAAAAAAAAAAORyABAAAAAAAAAAAAAAA4HIEEAAAAAAAAAAAAAADgcAQSAAAAAAAAAAAAAACAwxFIAAAAAAAAAAAAAAAADkcgAQAAAAAAAAAAAAAAOByBBAAAAAAAAAAAAAAA4HAEEgAAAAAAAAAAAAAAgMMRSAAAAAAAAAAAAAAAAA5HIAEAAAAAAAAAAAAAADgcgQQAAAAAAAAAAAAAAOBwBBIAAAAAAAAAAAAAAIDDEUgAAAAAAAAAAAAAAAAORyABAAAAAAAAAAAAAAA4nJuzCwDyExcXp6ioKKNdpUoVeXp6OrEiAAAAAAAAAEBWKSkpOnnypNF+5JFHVLZsWSdWBAAAnI1AAoq8qKgo9ejRw9llAAAAAAAAAAAKYPXq1QoPD3d2GQAAwIk4sgEAAAAAAAAAAAAAADgcgQQAAAAAAAAAAAAAAOBwHNmAIq9KlSqm9urVq1WzZk0nVQMAAAAAAAAAyMnRo0dNx+9m/bddAABQ8hBIQJHn6elpatesWVP169d3UjUAAAAAAAAAAHtk/bddAABQ8nBkAwAAAAAAAAAAAAAAcDgCCQAAAAAAAAAAAAAAwOEIJAAAAAAAAAAAAAAAAIcjkAAAAAAAAAAAAAAAAByOQAIAAAAAAAAAAAAAAHA4AgkAAAAAAAAAAAAAAMDhCCQAAAAAAAAAAAAAAACHI5AAAAAAAAAAAAAAAAAcjkACAAAAAAAAAAAAAABwOAIJAAAAAAAAAAAAAADA4QgkAAAAAAAAAAAAAAAAhyOQAAAAAAAAAAAAAAAAHI5AAgAAAAAAAAAAAAAAcDgCCQAAAAAAAAAAAAAAwOHcnF0AAAAAAAAAAAAAHMdmsykzM1M2m83ZpQAA7hCLxSIXFxdZLBZnl2JCIAEAAAAAAAAAAKAYs9lsslqtSkxMVGJiolJTU51dEgDASTw8POTr6ytfX195eXk5PaBAIAEAAAAAAAAAAKCYSk5O1pkzZ5SWlubsUgAARUBqaqouXbqkS5cuyd3dXZUrV5a3t7fT6nFx2s4AAAAAAAAAAAC4ZcnJyTpx4gRhBABAjtLS0nTixAklJyc7rQYCCQAAAAAAAAAAAMXMjTCCzWZzdikAgCLMZrM5NZTAkQ0AAAAAAAAAAADFiM1m05kzZ7KFEdzd3eXn5ycfHx+5u7s7/dxwAMCdY7PZlJaWpqSkJCUkJJjunnPj50aNGjXu+M8GAgkAAAAAAAAAAADFiNVqzXZMg6+vr4KDgwkhAEAJ5u7uLm9vbwUEBOj06dNKTEw0nktLS1NKSoq8vLzuaE0c2QAAAAAAAAAAAFCM3HyBSbp+AYowAgDgBovFouDgYLm7u5v6ExIS7ngtBBIAAAAAAAAAAACKkayBBD8/P8IIAAATi8UiPz8/U1/Wnx93AoEEAAAAAAAAAACAYsJmsyk1NdXU5+Pj46RqAABFWdafD6mpqbLZbHe0BgIJAAAAAAAAAAAAxURmZma2vqy35AYAQJLc3Nyy9eX0c6QwEUgAAAAAAAAAAAAoJnL6zVaOawAA5MTFJXscgDskAAAAAAAAAAAAAACAYo9AAgAAAAAAAAAAAAAAcDgCCQAAAAAAAAAAAAAAwOEIJAAAAAAAAAAAAAAAAIcjkAAAAAAAAAAAAAAAAByOQAIAAAAAAAAAAAAAAHA4AgkAAAAAAAAAAAAAAMDhCCQAAAAAAAAAAAAAAACHI5AAAAAAAAAAAAAAAAAcjkACAAAAAAAAAAAAgNsyefJkWSwW47FlyxZnl1So2rZta3q9AHJGIAEAAAAAAAAAAAAAADicm7MLAAAAAAAAAAAAAOB41apVU0xMTL7jLBaLfHx8VKZMGdWqVUtNmjRRz5491aJFiztQJYC7GXdIAAAAAAAAAAAAAEowm82mxMREnTp1Sps3b9a7776rli1bqnHjxtq5c6ezywNQjBFIAAAAAAAAAAAAAJDNL7/8otatW+uTTz5xdikAiimObAAAAAAAAAAAAABKgHfeeUeNGjXK1p+RkaGEhAQdPnxYa9eu1Y4dO0zPDRw4UHXq1FHTpk3vZLkA7gIEEgAAAAAAAAAAAIAS4IEHHlDbtm3zHPPaa69p7dq16tWrl5KSkiRJmZmZGj16tKKiou5AlQDuJhzZAAAAAAAAAAAAAMDQtWtXzZ4929S3bds2nT171kkVASiuCCQAAAAAAAAAAAAAMOnbt6/KlCljtG02mw4cOODEigAURxzZAAAAAAAAAAAAAMDEzc1NtWrV0u7du42+2NjYQtvv1KlTOnjwoKKjoxUfHy9JKl++vIKDg9WiRQuVK1fOYXtlZGRo9+7dOnbsmC5evKjExET5+PgoODhY9erVU926dWWxWBy2H1CSEUgAAAAAAAAAAAAAkE3Wi/KlSpVy2Nrp6enauHGjvvjiC23cuFExMTF51tG8eXONHTtW4eHhtxwWOHjwoKZNm6bIyEgj9JCToKAghYeHa/jw4WrUqNEt7ZWb2bNna8SIEcrMzJQkubq66qOPPtKQIUMcug9QVBBIAAAAAAAAAAAAAGCSkZGhI0eOmPpq1qzpsPX79OmjL7/80q6xNptNO3fu1OOPP64nnnhCixcvVunSpe3eKy0tTSNHjtTHH39sBAHycu7cOX388cdat26djh8/bvc++Xn11Vc1ffp0o+3t7a3PPvtM3bt3d9geQFFDIAEAAAAAAAAAAACAyeeff664uDijXblyZdWvX99h61ut1mx9AQEBCggIkK+vr6xWq06fPq2LFy+axqxcuVLx8fFav369XFxc8t0nPj5eYWFh2rp1a7bnSpUqpSpVqqhcuXJKSEjQyZMnlZSUdOsvKhdpaWkaPHiwPvnkE6MvICBAa9asUbNmzRy+H1CUEEgAAAAAAAAAAAAoAdIzMnU2PvtFYDhepTJecnPN/2J5UbVp0yYNGzbM1Dd69Gi7AgAF4e/vr169eql79+5q1qyZ/P39s405evSo5s+fr5kzZxohhk2bNmnWrFl6+eWX891j0KBB2cIIjzzyiMaPH6+2bdvK09PT6M/MzNShQ4f01Vdf6dNPP1VycvJtvkIpMTFRPXv21IYNG4y+0NBQrVu3TrVq1brt9YGijkACAAAAAAAAAABACXA23qrWb292dhklwrax7VSlvLezy8hmz549Sk9Pz9afmZmphIQE/fHHH/ruu++yXcB/6qmn9OKLLzq0lgkTJqhx48by8vLKc1zNmjU1bdo09erVSx06dNDly5clSe+++65GjBghN7fcL3d+/PHHWrVqldG2WCx6++23NXr06BzHu7i4qH79+qpfv77Gjx+vLVu2FPyF3eTcuXPq1q2b9u3bZ/Q98MADioyMVMWKFW9rbaC4IJAAAAAAAAAAAAAAlAC5XYjPTZ06dTRq1CgNGTJEFovFobW0aNGiQOPvv/9+vf322xoyZIgk6fTp01q/fr26deuW4/j09HRNmzbN1Dd+/Hi7PwcWi0Xt2rUrUI03+/3339W1a1cdP37c6OvSpYs+//xz+fj43PK6QHFTfO8VAwAAAAAAAAAAAKBQ1K5dW88++6x69erl8DDCrerTp49cXV2N9o4dO3Idu3LlSp04ccJoh4aGavLkyYVZnmHHjh1q1aqVKYwwYMAAffPNN4QRUOIQSAAAAAAAAAAAAABgcvjwYY0aNUpVq1bV/PnznV2OJKl06dIKDAw02jcfhZDV+vXrTe3hw4fL3d290Gq7YfXq1erYsaNxtIQkvfrqq1q4cGGex0sAdysCCQAAAAAAAAAAAEAJsHnzZtlsthwfSUlJOnbsmFasWKHu3bsbcxISEjR48GBNmjSp0Oo6ePCgpkyZovDwcNWqVUv+/v7y8PCQxWLJ9jh79qwx7+LFi7muuW3bNlM7t6MdHOnDDz9Uz549de3aNUmSi4uLZs+erTfffLPQ9waKKmI4AAAAAAAAAAAAQAlXunRphYaGKjQ0VL169dLy5csVERGhjIwMSdLUqVPVtGlTPfroow7b87///a9eeOEFbd269Zbmx8XF5frcn3/+aXxcunRp1a1b95b2sNeECRM0bdo0o12qVCktXbpUPXr0KNR9gaKOQAIAAAAAAAAAAEAJUKmMl7aNbefsMkqESmW8nF3CbevTp4/279+v6dOnG32jR49W9+7dZbFYbnv9NWvWqGfPnkpNTb3lNVJSUnLsT0hIUHp6utH29/d3SM15uTmM4Obmpg0bNqhVq1aFuidQHBBIAAAAAAAAAAAAKAHcXF1Upby3s8tAMfLiiy+aAgmHDx/Wzp071bJly9ta948//tCTTz5pCiNYLBY1a9ZMLVu2VGhoqIKCguTl5SUvL3O4IyIiQufPn89z/cTERFPbx8fntuq1h6enpxGQSE9P16JFi9SyZctCD0IARR2BBAAAAAAAAAAAAADZBAUFKTQ01HT8wQ8//HDbgYRx48aZ7m7QrFkzLVq0SHXq1Ml3rj0X+H19fU3tpKSkghdZQKtXr9bjjz8uq9UqSZozZ45SU1M1f/58ubi4FPr+QFHFdz8AAAAAAAAAAACAHAUGBpraJ0+evK31kpKSFBkZabQrVqyodevW2RVGkKQrV67kO8bPz09ubv/7veyLFy/KZrMVvNgC6NKliyIjI+Xt/b+7kCxatEgRERGm4yOAkoZAAgAAAAAAAAAAAIAcpaWlmdo339ngVuzdu9d0VEPfvn1Vrlw5u+YePXrU7v1r1qxpfHz16lUdOnSoYIXegvbt22vdunWmOzQsW7ZMffr0yfZ5BEoKjmwoog4fPqxff/1Vp06dUnJyskqVKqWKFSvq3nvvVaNGjeTp6XnLa1utVu3YsUO///67rly5Ig8PD91zzz166KGHFBoa6sBXAQAAAAAAAAAAgOLsxIkTpnbWOyYU1Pnz503t2rVr2z33+++/t3ts69at9fvvvxvtb7/9VvXq1bN7/q1q3bq11q9fry5duig+Pl6S9OWXX6pnz576/PPPb+saH1AcEUgoQhITE/Xvf/9bc+fOVXR0dK7jPDw81KxZMz355JMaOXKk3evHxsZqypQpWrhwoa5evZrjmAceeEATJ05UeHh4gesHAAAAAAAAAADA3WPfvn2KjY019d177723tWbWoxNuvltCfvM+/PBDu/fp0qWL5syZY7Q//PBDjRw5Uu7u7navcauaN2+uTZs2qVOnTrp8+bIk6ZtvvlGPHj20atUqeXl5FXoNQFHBkQ1FxJo1a1SrVi1NmDAhzzCCdP2Nefv27Zo+fbrd62/ZskX16tXTBx98kGsYQZL27NmjHj16aMCAAXb/AAAAAAAAAAAAAMDdxWazaeLEiaY+FxcXde3a9bbWDQoKMrW3b99u17wPP/xQv/zyi937hIeHq1q1akb7zz//1OTJk+2ef7seeOABbd68WQEBAUbfunXr9Oijjyo5OfmO1QE4G4GEImDmzJkKCwvLdosaLy8vhYaGqlmzZmrYsKH8/f1vaf3t27erW7duunjxoqm/bNmyaty4sapVqyZXV1fTc4sXL1bfvn2zpdQAAAAAAAAAAABwd7t69aqGDBmiyMhIU3///v1v+XrVDQ888IA8PDyM9sqVK7Vjx44856xZs0ajRo0q0D6urq567bXXTH3Tp0/Xu+++a9d8m82mzZs3F2jPrO677z5t2bLFFMLYtGmTunTpoqSkpNtaGyguCCQ42bx58zRq1CjThf+uXbtq7dq1iouL07Fjx7Rr1y7t379fsbGxOn36tD755BP17NnT9GadmytXrqh37966du2a0RcSEqLVq1fr8uXL2rt3r6Kjo3X8+HENHTrUNHflypWaOXOm414sAAAAAAAAAAAAnGbPnj3auHFjjo+vv/5ac+bM0TPPPKMqVapo/vz5prnBwcEFunt3bkqXLq2ePXsa7YyMDHXt2lX/+c9/ZLVaTWOPHDmi5557TuHh4UpJSVFgYKAqVKhg916DBw/Wk08+abRtNptGjx6t9u3ba/369UpJSTGNz8zM1MGDBzVt2jTVrVtXgwYNusVX+T/16tVTVFSUgoODjb5t27apU6dOio+Pv+31gaLOzdkFlGRHjx7VCy+8YLTd3d21aNEi9e3bN9c5lStXVkREhCIiInTlypV895gxY4bOnDljtKtXr67t27ercuXKpnH33HOPPvroI1WtWlUTJkww+qdOnapBgwapXLlyBXlpAAAAAAAAAAAAKGJGjx59S/PuuecebdiwIdtxC7fqjTfeUGRkpBISEiRJCQkJGjp0qEaOHKl7771Xnp6eOnv2rE6dOmXMcXV11cKFCzV8+HBdunTJ7r3mzZun2NhYRUVFGX2bN2/W5s2b5e3trSpVqqhs2bJKTEzUiRMnTHcuCAkJccCrle69915t3bpV7du3V0xMjCRp586d6tixo9avX891ONzVuEOCEz377LOmpNeSJUvyDCNkld+bU2xsrP7973+b+ubMmZMtjHCz8ePHq02bNkY7Pj5e77zzjt01AQAAAAAAAAAA4O7g6empoUOH6sCBA6pTp47D1q1Ro4Y+//xz+fj4mPqtVqv279+vn3/+2RRG8PLy0pIlS9S1a9cC7+Xn56f169dryJAhslgspueSk5N1+PBh7dq1S7/99luhHqMQGhqqrVu3qkaNGkbf7t271b59+2zHrgN3EwIJTvLVV1+Zzp156qmn9NRTTzl0j+XLl5veONu0aaMOHTrkOcdisWjSpEmmvvnz55uOlAAAAAAAAAAAAMDdxcPDQwEBAapfv77++te/avbs2Tp9+rQ++ugjlSlTxuH7derUST///LMee+yxXMe4ubnpySef1K+//qrevXvf8l4eHh6aM2eO9u7dqyeeeEKlS5fOc3xISIhGjhypdevW3fKeOalataqioqJUu3Zto++XX35R27Ztdf78eYfuBRQVFhtXmp2ie/fu+vbbb432gQMHVL9+fYfu0bFjR23atMloL1q0SP379893ns1mU40aNRQdHW307dixQy1atHBoffY6ePCgGjRoYLQL43MFAAAAAAAAALg9/FvunZGenq4jR46Y+mrVqiU3N07pRvF19uxZbdu2TadOnVJycrL8/PxUs2ZNtWzZUmXLlnX4fikpKdq5c6diYmIUGxur1NRU+fr6qmrVqmrQoIHpLgZAcVYUfmbw08kJTp8+re+++85o33///Q7/S1lSUpK2bt1q6uvUqZNdcy0Wizp27Kg5c+YYfWvWrHFaIAEAAAAAAAAAAAB3r0qVKqlXr153bD9PT0+1bdv2ju0HlGQc2eAE69atU0ZGhtFu166dw/c4ePCg0tLSjHb16tUVFBRk9/xWrVqZ2r/88ovDagMAAAAAAAAAAAAA3P24Q4IT/Pzzz6Z2o0aNjI/37dunBQsWKCoqSidOnFBKSooCAwNVq1Ytde7cWX379lVwcHC+exw6dMjUrlevXoFqzDo+63oAAAAAAAC4S6VZpSTOMAYcyi9YcuWf4wEAQMnD34CcIGsgITQ0VElJSRo5cqTmz5+fbXxMTIxiYmK0ceNGvf7663rppZc0ZcoUubu757rH4cOHTe0qVaoUqMas42NiYmS1WuXl5VWgdQAAAAAAAFBMpCZLXz0vHf5WSrc6uxrg7jJyv1QuxNlVAAAA3HEEEpzg6NGjpraLi4vatGmjffv25Tv32rVrmj59un7++WetXLlSvr6+OY67cOGCqX3PPfcUqMaKFSvKzc1N6enpkqTMzExdunTJrrsz5OXChQuKjY0t0Jysny8AAAAAAAAUgq+elw6udHYVAAAAAO4iBBLusMzMTCUmJpr6XnzxRSOMYLFY9Oijj6pbt2665557dPXqVe3bt0+ffPKJzpw5Y8zZuHGjBg4cqC+//DLHfZKSkkzt0qVLF6hOi8WiUqVKmWrNuuatmD17tqZMmXLb6wAAAAAAAMCB0qzX74wAAAAAAA5EIOEOi4+Pl81mM/Xt3btXklShQgWtWrVKrVu3Nj3fu3dvvfbaaxo6dKiWLl1q9K9cuVKLFy9W//79s+2TNTxwK0ctFEYgAQAAAAAAAEVQ0nmOaQAAAADgcC7OLqCkye2ivqurqyIjI7OFEW7w8fHRJ598ok6dOpn6p02bli3gIElWq/l/ID08PApcq6enp6l97dq1Aq8BAAAAAAAAAAAAACiZuEPCHZbbnQqGDBmihx56KM+5Li4u+vDDD1WrVi1lZmZKkg4fPqyoqCi1bds2z31SU1MLXGtKSkqea96K5557Tk899VSB5hw9elQ9evS47b0BAAAAAAAAAAAAAHcOgYQ7zMfHJ8f+Z555xq75oaGh6tixo9avX2/05RRIyLpP1jsm2CPrHRFyq70gAgMDFRgYeNvrAAAAAAAA4A4ZtE7yq+zsKoDizS/Y2RUAAAA4BYGEO6xUqVJydXVVRkaG0efr66vGjRvbvcYjjzxiCiTs3r0725is4YGrV68WqE6bzVYogQQAAAAAAAAUM36VpXIhzq4CAAAAQDHk4uwCSqKsdwioWbOmXFzs/1LUrl3b1L5w4UK+e5w6daoAFUrnz59Xenq60XZxcZG/v3+B1gAAAAAAAAAAAAAAlFwEEpygbt26prafn1+B5mcdf+XKlWxjsoYWTpw4UaA9so4PCQmRl5dXgdYAAAAAAAAAAAAAAJRcBBKcoF69eqZ2SkpKgeZbrVZT29vbO9uYOnXqmNq//fZbgfY4dOhQnusBAAAAAAAAAAAAAJAXAglO0KRJE1P7/PnzBZqf9YiGChUqZBtTv359ubu7G+3jx4/r7Nmzdu/xww8/mNr3339/gWoEAAAAAAAAAAAAAJRsBBKcoHv37nJx+d+nPjo6WpcvX7Z7/p49e0ztrMczSJKvr6/atGlj6tuwYYNd69tsNm3cuNHU99hjj9ldHwAAAAAAAAAAAAAABBKcIDAwUK1atTL1rVy50q656enpWrVqlamvbdu2OY4NCwsztefNm2fXHps3b1Z0dLTRrlixoh566CG75gIAAAAAAAAAAAAAIBFIcJqhQ4ea2jNmzFBKSkq+8+bMmaNz584ZbT8/P3Xu3DnHsX369FHp0qWN9tatW/X999/nub7NZtOUKVNMfYMGDTLd0QEAAAAAAAAAAAAAgPxwldlJ+vbtq4YNGxrtP/74Q0OHDlVmZmauc3bt2qWxY8ea+p577jmVKVMmx/GBgYF64YUXTH1DhgzRmTNnct1j+vTp2rp1q9EuU6aMxowZk+drAQAAAAAAAAAAAAAgKwIJTuLi4qKZM2fKYrEYfYsWLVLnzp21Z88e09j4+Hi999576tixo5KSkoz+e++9V6+++mqe+4wdO1ZBQUFGOzo6Wi1bttTXX38tm81m9J86dUrDhg3ThAkTTPMnTJig8uXL39JrBAAAAAAAAAAAAACUXG7OLqAk69Chg6ZPn65x48YZfRs3btSDDz6ooKAg3XPPPbp69aqOHTum1NRU09wKFSroiy++kK+vb557lC9fXitWrFDnzp1ltVolSTExMQoPD1fZsmVVvXp1xcXF6cSJE8rIyDDNDQ8P1+jRox30agEAAAAAAAAAAAAAJQl3SHCy//u//9O//vUvubu7m/rPnTun3bt369ChQ9nCCLVr19bOnTtNRz7kpU2bNoqMjMx2p4O4uDjt27dP0dHR2cII/fr104oVK0x3cAAAAAAAAAAAAAAAwF4EEoqAESNGaP/+/erdu3e2YMLNqlevrlmzZmn//v2qVatWgfZo3769fvvtNw0fPlze3t65jmvcuLG+/PJLLVmyRJ6engXaAwAAAAAAAAAAAACAGziyoYioU6eOli9froSEBO3YsUNHjhxRfHy8fHx8VLFiRTVp0kS1a9e+rT0qVqyo2bNn691339WOHTt06NAhxcXFycPDQ8HBwXrooYdUs2ZNB70iAAAAAAAAAAAAAEBJRiChiPHz81OXLl3UpUuXQtujVKlS6tChgzp06FBoewAAAAAAAAAAAAAASjaObAAAAAAAAAAAAAAAAA5HIAEAAAAAAAAAAAAAADgcgQQAAAAAAAAAAAAAAOBwBBIAAAAAAAAAAAAAAIDDEUgAAAAAAAAAAAAAUGiOHz8ui8ViPAYOHOjskoq8uXPnmj5nn376qbNLAm4JgQQAAAAAAAAAAAAAAOBwBBIAAAAAAAAAAACAu1C1atVMv2V/4/Hxxx/f8poLFy7Mcc1q1ao5rnAAdw0CCQAAAAAAAAAAAEAJsnjx4lueu2jRIgdWAuBuRyABAAAAAAAAAAAAKEF27NihY8eOFXheTEyMoqKiCqEiAHcrAgkAAAAAAAAAAABACeDi8r9Lg7dyl4TFixfLZrNlWys/1apVk81mMx4LFy4s8N4AiicCCQAAAAAAAAAAAEAJ0K5dO+PjTz75xAgX2OvmEEP79u0dVheAuxeBBAAAAAAAAAAAAKAE6N+/v/FxdHS0tm3bZvfcH374QUePHs1xLQDIDYEEAAAAAAAAAAAAoATo2rWrAgICjHZBjm1YtGiR8XFgYKC6du3q0NoA3J3cnF0AAAAAAAAAAAAAgMLn7u6ufv36adasWXL4zgYAACAASURBVJKkL774Qu+//768vLzynGe1WvXZZ58Z7X79+snN7e68zBgTE6Pdu3frwoULunLlisqWLauKFSuqVatWCgoKuu31r169qi1btujEiRO6fPmyypYtq7p166pVq1by9PR0wCsAipa7850CAAAAAAAAAAAAQDb9+/c3Agnx8fFavXq1+vTpk+ec1atXKz4+3rRGQRw/flzVq1c32gMGDNDChQuzjdu9e7datWql1NRUSZKrq6s2b96s1q1b27XPv/71L40cOdJoV65cWb/++qv8/f3znJeSkqLZs2drzpw5OnToUI5jLBaLmjZtqokTJ+rRRx+1q56bXb58WePGjdPSpUt19erVbM/7+fnpueee08SJE+Xt7V3g9YGiiiMbAAAAAAAAAAAAgBKiSZMmatCggdG++SiG3Nw8pmHDhmrcuHGh1Pbggw/qrbfeMtoZGRnq16+fLl26lO/cvXv3asyYMUbbxcVFS5YsyTeMsHPnTtWuXVujRo3KNYwgSTabTT/99JMee+wxPf7440pOTrbjFV23a9cu1atXT3PmzMkxjCBJCQkJeuutt9SsWTOdPn3a7rWBoo5AAgAAAAAAAAAAAFCC3HyHgw0bNujcuXO5jj179qw2bNiQ49zC8PLLL5vuQHDq1CkNHDgwzzlJSUnq06ePcWcFSZo4caLatm2b57zVq1erffv2iomJMfV7eHioTp06atasmerUqZPteIrVq1erY8eOSklJyff17N+/X127dtX58+dN/Z6enqpTp46aNGmigIAAo//gwYPq3r27rFZrvmsDxQFHNgAAAAAAAAAAAJQEGelSAr95fUf4BUuuRfcyXEREhMaPH6+MjAxlZGRoyZIleuWVV3Ic++mnnyojI0PS9SMU/vrXvxZ6fQsXLlSjRo2MOwWsWbNGM2fO1Msvv5zj+GHDhunIkSNGu02bNpo4cWKee/z3v/9V3759TRf+H3nkEY0dO1YdOnSQp6en0Z+YmKilS5fq9ddf14ULFyRdv7PC6NGj9e9//zvXPVJTU9W3b19duXLF6PPz89Obb76p/v37y8/Pz+j/8ccfNWbMGG3fvl2//vqr3n333TzrB4qLovtOCAAAAAAAAAAAAMdJOC3Nus/ZVZQMI/dL5UKcXUWuKlWqpL/85S9at26dJGnx4sW5BhJuPq6hU6dOqlSpUqHXV6FCBS1dulTt27c3whDjxo1T69at9eCDD5rGLliwQEuWLMk219XVNdf109LS1Lt3b1MY4c0339T48eNlsViyjff19dXQoUPVrVs3tWvXTseOHZMkvf/++3rmmWd03305/7l655139Ntvv5lq27p1q+rVq5dtbPPmzRUVFaWIiAgtW7ZMx48fz7V+oDjhyAYAAAAAAAAAAACghLn56IX9+/frl19+yTZmz549OnjwYI5zClubNm00adIko52amqo+ffooISHB6Pv99981YsQI07yFCxcqODg4z7VXrFihQ4cOGe3nn39er776ao5hhJtVqVJFX3zxhVxc/neJ9b333stxbHp6era7J8ybNy/HMMINLi4uWrhwoWrXrp1nHUBxQiABAAAAAAAAAAAAKGF69OhhOjJg8eLF2cbcfHeEMmXKqEePHnekthsmTJig9u3bG+1jx47p2WeflSRZrVb17t1bV69eNZ5/6aWX9Oijj+a77j//+U/jYx8fH02bNs3umu6//351797daK9evVqZmZnZxq1du1bnzp0z2i1atFB4eHi+63t4eOjNN9+0ux6gqCOQAAAAAAAAAAAAAJQwpUqVUq9evYz20qVLjeMRpOvHGixbtsxo9+rVS15eXne0RhcXF3366acKCAgw+lasWKE5c+bo5Zdf1v79+43+Bx54QP/4xz/yXfPChQvas2eP0Q4LCzMFM+zRqVMn4+P4+HhTHTds2bLF1C7I3SXCwsJUvnz5AtUEFFUEEgAAAAAAAAAAAIAS6OaL5OfPn9d3331ntCMjI3Xx4sUcx95JlSpV0uLFi03HKbzwwgv66KOPjLavr69WrFghDw+PfNfbtm2bqf3ggw8WuKaqVaua2jcf/3DDTz/9ZGq3bdvW7vXd3d3VsmXLAtcFFEUEEgAAAAAAAAAAAIAS6OGHH1ZoaKjRvvmIhps/rlGjhh5++OE7WtvNunTpojFjxhjt1NRU0/Mff/yxatSoYddaWcMDo0aNksViKdAj69ELly9fzrZPdHS08bGHh4dq1aplV303NGzYsEDjgaLKzdkFAAAAAAAAAAAA4A7wC5ZGZr+1PAqBX7CzK7CLxWLR008/rSlTpkiSvv76a8XHxystLU2RkZHGuKefftpZJRrefPNNRUVFadeuXab+v/3tb+rbt6/d61y6dMnRpSk+Pj5bX1xcnPFx2bJl5erqWqA1K1SocNt1AUUBgQQAAAAAAAAAAICSwNVNKhfi7CpQxPTv319Tp06VzWaT1WrVZ599JqvVqrS0NEnXQwvOOq7hZhkZGbJardn6C3IUgmQOCjhKZmamqW2z2XT16lWj7e3tXeA1S5cufdt1AUUBgQQAAAAAAAAAAACghAoNDdXDDz+sbdu2SZIWL16sa9euGc+3bt1a1atXd1Z5hlGjRunXX3/N1j9ixAg9/PDDdteYNRzwyiuvqEuXLrdVW82aNU1ti8Uib29vJScnS5Lx34K4OdAAFGcEEgAAAAAAAAAAAIASrH///kYgYfv27dmec7ZVq1Zp9uzZOT4XHx+vvn37avv27XJzy//Sp7+/v6lduXJldezY0SF13qxs2bJGECEuLk4ZGRkFOrahMI6WAJzBxdkFAAAAAAAAAAAAAHCeXr16qVSpUtn6S5UqpaeeesoJFf3PiRMnNHjwYFPfvHnzVLduXaO9a9cuTZgwwa71st5J4ejRo7dfZA5CQ0ONj1NTU/XHH38UaP7+/fsdXRLgFAQSgGLm+PHjslgsxmPgwIHOLgmAA02ePNn0Z3zLli15jr95bEHPSisJeM8EAAAAAAAA8ufn56fw8PBs/T169JCfn58TKrouPT1d/fr105UrV4y+wYMH629/+5tWrFghLy8vo3/GjBnasGFDvmu2a9fO1P7+++8dV/BNmjZtampHRUXZPTc1NVU7d+50dEmAUxBIAAAAAAAAAAAAAEq4AQMG2NV3J02aNEk//PCD0a5Xr57+9a9/SZIaNmyo9957z3jOZrPp6aef1vnz5/NcMyQkRHXq1DHahw8ftivIUFBZf4Fs8eLFds/95ptvdPnyZQdXBDgHgQQAAAAAAAAAAACghOvcubMSExNNj06dOjmtnk2bNumtt94y2l5eXlq+fLm8vb2NvuHDh6tnz55G+/z583r66adls9nyXHvMmDGm9siRI5WQkOCgyq/r1q2bgoKCjPbOnTv11Vdf5TsvNTXV7uMngOKAQAKA21bSb4m+cOFC0+tfuHChs0sCgFyV9Pdse1SrVs34/FSrVs3Z5QAAAAAAANwRFotFPj4+pofFYnFKLRcuXFBERIQyMzONvpkzZ6phw4bZxs6dO1chISFGe8OGDXr77bfzXL9///6muyQcOnRI3bt317lz5+yuMTU1VQsWLNCMGTNyfN7NzU3PP/+8qW/w4ME6dOhQrmtmZmZq0KBBOnz4sN11AEUdgQQAAAAAAAAAAAAARYLNZlP//v1N4YCePXtq2LBhOY4vW7asli5dKjc3N6Pvtdde065du3Ldw83NTStXrpSvr6/Rt337dtWvX19TpkzRkSNHcpx37tw5ffPNN3rmmWcUHBysv/3tb3mGB8aMGaPatWsb7UuXLql58+b64IMPlJiYaBr7448/qm3btlq6dKkk8YsyuGsQSAAAAAAAAAAAAABQJMyYMUPfffed0Q4JCdHcuXPznNOyZUtNmTLFaKenp6tPnz6Kj4/PdU7dunW1atUqlS1b1ui7fPmyJk+erHvvvVcBAQG677771Lx5c9WrV0+BgYGqVKmSwsLCNHfuXF28eDHf1+Lp6ally5apTJkyRl9CQoJeeOEFBQQEqF69enrwwQdVsWJFtWjRQtu2bZMk3X///XrllVfyXR8oDtzyHwIAAAAAAAAAcIb0tAwlx6c6uwzcJp9ynnJx5fcDASA/u3bt0muvvWa03dzctGzZMlNoIDfjxo3T999/r02bNkm6fnTps88+qxUrVuQ6p0OHDvrpp5/Ut29f7dmzx/TcxYsX8w0dWCwWValSJc8xjRs31tq1axUeHq7Y2FijPyUlJcfjGxo0aKDIyEh9++23ea4LFBcEEgAAAAAAAACgiElLzdD3iw8p+teLykjLzH8CirSn/95Cfv6lnF0GABRp8fHx6tu3r9LS0oy+qVOnqkWLFnbNd3Fx0aeffqpGjRrpwoULkqTPPvtMHTp00LPPPpvrvFq1aunnn3/W119/rVmzZumHH35QamruYUA3Nzc99NBD6tKliyIiIuw6WqFFixY6dOiQ/u///k/Lli1TcnJytjG+vr56/vnnNXHiRHl7e+f/goFigkACAAAAAAAAABQx3y8+pKO7Lzi7DABAMXf8+PFCW7ts2bKy2Wx2ja1WrVq+Y8uUKaM///zztmoKCgrS+fPnCzzPYrEoPDxc4eHhSk5O1o8//qiTJ0/q4sWLslqt8vHxkb+/v2rXrq26deuqdOnSBd6jQoUKmjt3rv75z39q8+bNOnHihOLi4uTn56d69eqpVatW8vLyMsYPGTJEQ4YMKfA+QFFDIAEoYZKSknTw4EH9/vvvunTpkq5du6YyZcrI399fTZo00b333uvsEk3i4uK0Y8cOnT17VrGxsfLy8lJAQIAaN26sevXq3dbaiYmJ2rdvnw4fPqy4uDilpKTI29tb5cqVU7Vq1VSvXj1VrFjRQa/kzsjMzNRPP/2kI0eO6MKFC8rIyFBgYKCqV6+uli1byt3d3dkl2q0wv/Y5OXDggA4dOqSzZ88qKSlJFStWVP/+/fP8nJ06dUoHDx5UdHS0cRZZ+fLlFRwcrBYtWqhcuXIOr7MoOXz4sPbv36+LFy/q8uXLxteobt26atSokTw8PG5p3RMnTuinn37S+fPnFR8fr/LlyysoKEitWrVSQECAg1/F9dexa9cunTlzRq6urgoMDFSzZs1Ut25dh6z/yy+/6LffftOFCxdktVoVGBioKlWq6OGHH1apUo7/7Zjdu3fr6NGjOnv2rKxWq0JCQtSvXz+H7+NoKSkp+uGHH3Tq1CmdPXtWrq6uatq0qR555JFc56Slpenw4cP67bffdO7cOSUmJqp06dIqX7686tSpoyZNmsjNrej8dTc1NVU//vijjh8/rtjYWGVmZiogIEC1atVS8+bN5erq6uwSAQAAUESkp2Uo+tf8z6UGAACO5+3trfbt2xfa+j4+PnrssccKbX2gqCk6/0ILoND88ccfWrZsmdatW6fdu3crPT0917FBQUEaPny4RowYke/F1GrVqikmJiZb/6JFi7Ro0aJc5y1YsEADBw7Mc+1vvvlG77zzjnbs2JFrvVWrVtVLL72k5557Tp6ennmud7O9e/fq73//uyIjI/O87ZIkVa9eXd27d9fw4cNNF8GPHz+u6tWr5zhn0KBBGjRoUK5rRkdH23ULp4K4cOGCpk6dquXLl+vSpUs5jvH19dXjjz+uqVOnKiQkJM/1GjRooIMHDxrto0ePqkaNGgWq6erVqwoKClJSUpKk6xfqz549m+9F6sL42m/ZskXt2rUz2pMmTdLkyZOVnp6uDz/8UB9//LHp9d7Qs2dP09lk6enp2rhxo7744gtt3Lgxx+//GywWi5o3b66xY8cqPDxcFosl3zqLg4sXL2rGjBlatmyZTp48meu40qVL6y9/+YueeeYZde3aNd/Xn5mZqYULF2rmzJk6cOBAjmNcXFzUrFkzvfrqqw75C/v69es1YcIE7d69O8fn69atq3/84x+3tFdiYqL+8Y9/aMGCBTpz5kyOY7y8vNSlSxe98cYbatCggV3rLly40PT+cuP99Nq1a3rnnXe0YMECRUdHm+aUKVNG/fr1K9T3bHsMHDjQtM+N98JTp07pjTfe0Geffaa4uDjTnPDw8GyBhIsXL+qzzz7TmjVrtG3bNuM9JielS5dWnz59NG7cONWsWbNA9d0QExOT5/fvgAEDtHDhwjzXPnDggKZOnaq1a9fmWm/ZsmUVERGhiRMnKjAwMM/1AAAAcPdLjk/lmAYAAADcFVycXQCAwrVmzRrVrl1bkydP1o8//phnGEGSzp07p0mTJqlhw4b6+eef71CV/3PhwgW1a9dOYWFh2rp1a571njhxQqNGjdJ9992nY8eO2bX+W2+9paZNm2rVqlX5hhGk6xfM3n//fS1dutTu13CnffbZZ6pZs6Y++OCDXMMI0vULpIsXL1bt2rX1wQcf5LnmgAEDTO3FixcXuK4vv/zSdOGtT58+eYYRCvtrn9WVK1fUrl07vfjiizmGEXLSp08fde3aVfPmzcszjCBJNptNO3fu1OOPP64nn3xSV69evaU6i5KPP/5Y1atX19tvv51nGEG6HkhZvXq1unfvnu/n6vTp02ratKkGDx6caxhBuh5a+PHHHxUWFqZu3bopMTHxll6HJI0dO1adO3fONYwgSYcOHVJYWJjeeOONAq0dFRWlmjVr6s0338w1jCBJVqtVq1ev1v33368JEyYUaI+bxcTE6MEHH9Trr7+eLYxQ1G3cuFENGjTQf/7zn2xhhJxcuXJFlSpV0vPPP5/nxf0brl69qnnz5qlBgwb5hgYKQ3p6ukaMGKFGjRrp888/z7PeuLg4vf/++6pZs6YiIyPvYJUAAAAAAAAAUHi4QwJwl7Nardn6SpUqpSpVqsjX11cWi0WXLl1STEyMMjP/l7w/ffq02rZtq927dzvstuX5OXLkiDp37pztgprFYlFISIj8/f2VkpKi6Oho00WdP/74Qy1atND27dvzPHJi3rx5Gj9+fLZ+X19fVatWTaVLl9a1a9d0+fJlnTp1yu6zr5xpzpw5GjZsmOlrJ12/5VNISIjc3d11/Phx04W+lJQUvfDCC7p06ZJef/31HNeNiIjQ+PHjlZGRIUn69NNPNXny5AL9ln/W3zTOGnK4WWF/7bNKT09XWFiYtm/fbvSVK1dOVapUkXT9Au+NIxhultOfp4CAAAUEBMjX11dWq1WnT5/WxYvm22quXLlS8fHxWr9+vVxcimcW8KWXXtKsWbOy9bu6uqpq1ary9/eX1WrVuXPnFBsba/e60dHRatu2rU6cOGHqd3FxUbVq1VS+fHnFxsZmCzWsXbtW7dq104YNGwp8NMa4ceM0Y8YMo+3r66uqVauqVKlSiomJyVb/66+/rvr16+uJJ57Id+3IyEg9+eST2b5XvLy8VK1aNXl7e+vkyZOmPTIyMjRt2jSdO3dO8+bNK9BrSUhIUKdOnfTHH38YfYGBgQoODlZKSkq+YRBn2rdvnyIiIpScnGz0hYSEKCAgQFeuXMn2PSFd/1xlDSvd+B4sU6aMPD09FR8fr+joaKWkpBhjUlJSNGjQILm4uKh///6F96JukpycrCeeeELfffddtueCgoIUFBQkFxcXnTp1Shcu/O9c4MTERIWHh2vZsmV66qmn7kitAAAAAAAAAFBYCCQAJYCrq6u6dOmisLAwtW/fXqGhodkuiiYmJurrr7/W1KlTjQtbycnJ6tevn/bu3ZvjheglS5bo2rVrOn/+vCIiIoz+Tp06acyYMbnWU79+/Wx9ycnJCg8PN12Qrl69usaNG6ennnrKdMHxxm3zJ0yYoL1790qSYmNj1bt3b/3444853sI/JSVFY8eONfX17NlT48ePV5MmTbK9vsTERP3888/69ttv9emnn2ZbLygoSBs2bJB0/bbvN1/cHDNmjDp16pTr6w8KCsr1uYLYu3evnn/+eVMYoWrVqnrnnXcUFhZmfB4yMjK0ceNGvfLKK6Y7AUyaNElNmzZV165ds61dqVIl/eUvf9G6deskSX/++ae2b9+u1q1b21XbyZMntWXLFqNdp04dNWvWLMexhf21z8ncuXN1/vx5SVLHjh01ZcoUNW/e3PhzYbPZtGnTJpUqVSrbXH9/f/Xq1Uvdu3dXs2bN5O/vn23M0aNHNX/+fM2cOdO4ML1p0ybNmjVLL7/8sl01FiWzZs3KFkYIDQ3V66+/rrCwsGyBgJMnT+q7777TsmXL9P333+e6bnp6uvr27Wu68Ozm5qbRo0drxIgRqly5stF/7NgxvfXWW5o7d67Rt2fPHg0fPlzLly+3+7Vs3brV+F576KGH9MYbb6hdu3Zyc7v+VyKbzaaoqCgNHz5cv//+uzHvxRdfVFhYmDEuJydPnlRERIQpjFChQgW99dZb6tOnj3x8fIz+nTt3auzYsaZQzPz589W0aVMNGzbM7tczbdo043u5d+/eevXVV3XfffcZz6elpWnjxo2SHPue7QjDhw9XcnKyvLy8NHr0aA0bNkzBwcHG83Fxcdq/f3+Ocx988EE98cQT6ty5s+rXr5/tz356erqioqI0Y8YMUyDg+eefV7t27Yzw0c3Gjh1rfF4iIiKMz2vFihVz/Dlww83fp1lf3817+/j46OWXX9agQYOyHfnz66+/6u9//7u++OILSdfftwcPHqzGjRvne9QEAAAASp7HRzeRT1n7j65E0eBTjq8ZAAAooWxAEXfgwAGbJONx4MABZ5fkVNHR0abPx4ABA/Ic/+eff9qOHz9u9/rXrl2zdevWzbTHt99+69CacjJs2DDTGo899pgtMTExzzlWq9X2+OOPm+a99957OY6NjIw0jevfv7/dtaWkpNiOHTuW6/MLFiwwrb1gwQK7175VmZmZtoYNG5r2bdSoke3KlSu5zrFarbb27dub5lSqVMmWnJyc4/hly5aZxg4ePNju+t58803T3OnTp+c6trC/9jabzbZ582bT2BuPl156ye7XZLPZbDt27LBdu3bN7vH79u2zlS9f3tgvODjYlpaWluecSZMmmWrcvHlznuNvHvvII4/YXZu9/vvf/9rc3d1N+zz55JM2q9Vq1/zdu3fb4uLicnzunXfeMa3r4eFhW7t2bZ7r/ec//8n2dVy1alWu47O+P914DBw40Jaenp7rvAsXLtgqV65smrN69eo8a3v00UdN46tUqZLn+29GRobt6aefNs3x9va2nT59Otc5Wd9vbjz++c9/5lnbzRzxnn0rBgwYkK1uHx8f27Zt2+xeIzk52bZz584C7Tt16lTTnmPHjs13TkhIiDE+JCSkQPvZbDbb8uXLTXvWqFHDdvTo0Xznvf3226Z5YWFhBd4bAADgll0+brNN8sv5cdn+f1eAY8THJtveH7opx0d8bM7/Hw8UBfxb7p2RlpZm++2330yP/P7NCQBQMhWFnxnF877RAOxWvXp1hYSE2D3ey8tLn3zyicqUKWP0LViwoDBKM5w8edL0W8/33XefPv/8/9m777AmrzYM4HcgRJaAoIDKVNwLFRdSFXFU68A9iqu27pZaRx3VVm2t1qodVq1+ouKqu+JeiKOOWhDrVhRREQGVvUe+P7h4ywsBEkgI4P27Lq+Pc3LGE5Mc+nmenLNX9G1iRapUqYLt27fDwcFBqPv555+FawbyynucOQBMmTJF6fhkMhnq1KmjdPuycPr0ady6dUsoGxoaws/PD2ZmZoX2qVKlCg4cOCA6oSEiIgI7d+5U2N7T01P0Pti3b5/CKwsU8fX1FX7W0dERfRs7r7J47Qvj6uqKVatWKd0eADp06AB9fX2l2zs7O+OHH34QyuHh4Th16pRKc2rb0qVLkZGRIZTd3Nywe/dupU+jaN26teh9lCsrK6vAqQtLly7F+++/X+R4n3zySYETBFauXKlULLlcXFywYcMG6OrqFtqmRo0aWLBggaju+PHjhbZ/8OABjh49KpR1dHSwb9++ItdfHR0d+Pj4oFmzZkJdcnIy1q1bp8zTEAwfPhze3t4q9SkvfvzxR7i5uSnd3sDAAO3bt1dpjgULFohOd9myZYtK/VUll8vxzTffCGVDQ0OcPHkSdevWLbbvrFmzRNc0HD58uMDvLyIiIiIiIiIiIqKKhAkJRFSAubm56Bj/y5cva3S+3377TXQn+IoVK5Te7DQ0NBQdgR8WFoZ//vmnQLuUlBRRWU9Pr4TRlg95N/EBYPr06bCzsyu2n6mpqWijDAA2bNigsK2+vj6GDh0qlOPi4vDnn38WO8e1a9fw4MEDoezh4QEbGxuFbcvitS/M4sWLFV5Fom7Dhw8XbXxr+vOkThEREdizZ49Qzt1Az3/lS0mcPHkSz58/F8r29vZKb6p/9913MDQ0FMqXLl3CvXv3lJ578eLFSq0Bed//AIRrQhTZtGkT5HK5UB4xYkSh15TkJZVKRVe+AMDGjRtFYxVnyZIlSrctT+zs7PDJJ5+UyVwffvih8HNUVBRCQkI0NtfJkydF1314e3srlYyQ66uvvhJ+lsvlOHjwoFrjIyIiIiIiIiIiIipLTEggIoXy3m8dHh6O6Ohojc117Ngx4Wdra2t069ZNpf49evQQlS9evFigTf47vou6D7wiuHDhgqg8btw4pfuOGDECBgYGQjkwMBDJyckK244ZM0ZU3rp1a7Hj5z0dQdEYeZXFa6+IlZUVunbtqtJcJWVkZARLS0uhfOPGjTKZVx3Onj0rOnWiV69eqFevnlrGPn/+vKg8evRoSKVSpfqam5vD09NTVJf/M1EYU1NT9OzZU+l58ib65E2gyC//8/noo4+UmgMAunfvLkraiYyMVPpb8W3atIGTk5PSc5Unw4YNU0tyizLy/k4DNPs5zLuuAcCoUaNU6t+8eXPRSTbKrmtERERERERERERE5RETEojeIbGxsdi0aRPGjRuHVq1aoWbNmjAyMoJEIinw5/vvvxf1ff36tUZiiomJwe3bt4Vyq1atVN6gyn8ygKJvSnft2lX0LfXVq1djypQpcyr50gAAIABJREFUePLkiYoRa9/Tp08RGRkplO3t7VX69q2JiQlcXFyEclZWFq5fv66wbceOHUUb0KdPn8arV68KHTs9PR1//PGHUK5atSoGDBigsG1ZvfaKuLi4lPp0hDt37mDRokXo378/6tWrh+rVq0Mmkyn8PEVERAj9NPVZ0oT8G6G9e/dW29jXrl0TlVVNEPHw8BCVr169qlQ/Vd9neZNJ4uLiFLZJS0tDcHCwUNbT01PpGgIdHR24u7uL6pR9PsqcwlBelTb2jIwMHD58GJ9++ik6deoEGxsbmJiYQEdHp8BnMH8SiiY/h3k/N0ZGRmjYsKHKY9ja2go/q3L6BxEREREREREREVF5o9xXEYmoQktKSsKiRYvwyy+/IC0trURjxMbGqjmqHA8ePBAdTX7s2LFSbxS/ffu2QJ2trS0++ugjbNy4Uahbt24d1q1bh9atW6Nbt27o1KkT2rdvD3Nz81LNr2lhYWGicvPmzVUeo0WLFqJNs2fPnhXadvTo0ViwYAGAnOSFHTt2YMaMGQrbHjlyRPT3P2TIENHR+nmV1WuvSP5vS6vi1q1bmDZtmtLfyM9PU58lTXj8+LGonDeRpbRK+z5u0aKFqFzUezivvAkGyjAyMhJ+zn/1S65Xr14hPT1dKDds2BAymUyleVq0aIFt27YJZWWfT2ney9pW0tjlcjl8fHwwb948REVFlWgMTX4O8yYQJCUllfoUCGXXNSIiIiIiIiIiIqLyiAkJRJXc69ev0bVrV9y6datU45Q0kaE4b968UfuYhX2L+ZdffsGrV69w+PBhUX1gYCACAwOxfPlySCQStGjRAr169cKHH36IJk2aqD2+0oqJiRGVq1evrvIY+fvkHzOvUaNGYeHChULygK+vb6EJCfmvdCjquoayfO3zMzExKdH4R44cwaBBg0Sbz6rS1GdJE/JvhKq6mV+UvO85HR0dlROBVHkP56Wvr6/SPMoo689kXiV9L5cHJYk9OzsbY8aMKfW1O5r6HCYlJal9bGXXNSIiIiKiyiAtKw2vU7R/smBWRgZS1Pzf4o61G0KmV0WtYxIRERFVBExIIKrkhgwZUiAZwdbWFu7u7mjcuDFsbGxgbGwMAwMD0bc4fX19Rd/W1RRNfEs1OztbYb2+vj4OHTqEP/74Az/88IPoiPVccrkcwcHBCA4Oxvfff48PPvgAP/30U7m6oz0xMVFUzvsNbmXl75OQkFBoW3t7e3Tp0gXnzp0DAPz7778IDg6Gs7OzqN3r169x/Phxoezo6Ij33nuv0HHL8rXPT09PT+WxHz58iMGDB4uSESQSCdq2bQtXV1fUqVMH1tbW0NfXL7Dp7eXlJbpmo6LI/74wNjZW29h538eFnaJRFFXew5pW1p/JvEryXi4vShL7kiVLCiQjmJiYoEuXLmjdujVsbW1hZmYGfX190fg3b97EzJkzSx1zcTSxruU9SYaIiIiIqLJKyUzBwr8W4tzzc0jL0l4iv26WBG7/WsA20gDSbPXedtxn+Xdo4NCi+IZERERElQwTEogqMT8/PwQEBAjlqlWrYt26dRgxYkSxR0ifPXtWw9HlyL8R6e7ujnnz5pVqzGrVqhX6mEQiwYgRIzBixAjcvXsXp0+fRkBAAC5duqTwTvGjR4/iwoULOHr0aJGb62Up/6ZwUlKSymPk71O1atUi248ZM0ZISAByElbyJyTs3LkTGRkZQnn06NFFXsFQ1q99ac2ZM0f0zee2bdti69atSt0PX9qrKLQl//siMTGxRN/+V8TY2Fj45ndycrLK/VV9D2uSNj6T76LIyEgsX75cVDd37lzMmzev2GSZrKwsTYYmyL+umZubY/fu3WUyNxERERFRRbbwr4U48fSEtsOA278WcIxQPcmciIiIiArHhASiSuyPP/4QlX///XeMGDFCqb5ldWd1/s1NfX19dOvWrUzmbty4MRo3bgxvb2/I5XLcv38fp06dwr59+3Dp0iWhXUJCAgYPHozHjx+r9RviJZV/070kVx/kT74obiN/0KBBmDp1qrBpunPnTvzwww+QSv/7NeLr6yv8LJFIMHr06CLH1OZrr6rExEQcPXpUKFtZWeHEiRNKJ0Aoe/x+eZP/GoWoqCg4ODioZexq1aoJCQnZ2dmIiYlRKaFE1fewJmnjM/kuOnToEFJSUoTyhAkTsHTpUqX6ltXvNDMzM0ilUmRmZgIAUlJSyu26RkRERERUXqRlpeHc83PFN9Qw3SzANtJA22EQERERVTrqPXeKiMqVq1evCj9bWFhg6NChSve9c+eOJkIqwNHRUVQOCQkpk3nzk0gkaNSoEby9vXHx4kVcuHBBtGEeFRVVJldYKMPe3l5Uvnnzpspj5O+Tf8z8jI2NMWjQIKEcGRmJkydPCuU7d+4gMDBQKLu5uaFOnTpFjlleXntlBAUFia5qGDFihNIbxiEhIRq7r17T6tWrJyr/888/ahu7tO9jVd/DmlSzZk3IZDKhfP/+fdH7RRnl6fmUV3l/pwHAlClTlO5bVr/TJBKJ6LVLSUnBy5cvy2RuIiIiIqKK6nXKa61e05DLIE1X7dc0EBERERETEogqtbx31js5OUFXV1epfvHx8aLN5eLkv/5BlfuubWxs4OTkJJQfPXqE58+fK91fU9577z0sW7ZMVJf31IS8SvP8S8LBwQFWVlZCOSwsDE+ePFG6f0JCgmhjWSqVwsXFpdh+Y8aMEZXznoiQ92dFbRUpr6+9Ink/SwDQoEEDpfv6+/urO5wyk/+akmPHjqlt7Pbt24vKqv495W+ff7yyJJPJ0LJlS6Gcnp5e6HqhiFwuF12vA2j2+ZT1mqUuZfk5zPt3pOrfj7u7e6nmJiIiIiIiIiIiIqpMmJBAVInl3URR5du6Pj4+SE1NVbq9kZH4bj1V74N///33ReU1a9ao1F9TOnbsKCrnP1I9V2mff0l07txZVN6yZYvSfXft2iU69tzFxaXAveeKuLu7i7756+fnh9jYWGRnZ2P79u1CvYGBAYYMGaJULOX1tc8v/4aksp8nuVyOdevWaSKkMuHh4SG6luP48eN49OiRWsbO/x7evn27cMx9cWJiYnDw4EFRXadOndQSV0mV5jN5+vRpUTJOzZo1Ub9+fXWFVoA21ix1KOnnMDg4GFeuXFFprrx/R5XldxoRERERERERERGRNkiLb0JEFZW1tTVCQ0MB5BxXHRsbCzMzsyL7hIeHY9GiRSrNY2JiAl1dXWRlZQGAMKeypk+fjvXr1wubkb/++iuGDRuGVq1aqTSOuil7p7u5ubmorOrzL4mPP/4Ye/bsEcqrVq3ChAkTYGNjU2S/+Ph4fPPNN6K6Tz75RKk5JRIJRo0ahW+//RYAkJqaij179sDBwUF0JPmAAQNgYmKi1Jjl9bXPz9raWlS+dOkSPvvss2L7rVu3DsHBwZoKS+OsrKwwfPhwIeEkOzsb48ePR0BAQIFv2auqR48esLOzw7NnzwDkfG7WrFmDzz//vNi+CxYsEG0Sv/fee2jYsGGp4imt8ePHY8WKFcKm+Y4dO+Dt7Y3WrVsX2S8rKwuzZ88W1X388ccaixMo/ZqtLYo+h7179y6yT1ZWlkpXO+TKu66/efMGCQkJqFq1qlJ9PT094eTkJFxDc+3aNaxbtw6TJ09WOQ4iIiIionfd1ve3wsrIqviGapD4+jWOBMxX+JjHnFkwqFb0v6kVx7G2dv9/KxEREZG28IQEokrM1dVV+Dk9PR1z584tsn10dDT69OmD2NhYlebR09MTfZs3ODgYjx8/Vrp/nTp1MH78eKGckpKCPn36qPyNVn9/f0yYMEHhYwsWLFDpG9hyuRwrV64U1RW2sdikSRNR2c/PDxkZGUrNU1LdunVD8+bNhXJSUhL69++PuLi4Qvukp6djyJAhiIiIEOpq1qyJkSNHKj3v6NGjRWVfX19s3bpVVKfMdQ25yuK1V4fWrVtDJpMJ5QMHDuDy5ctF9jly5Ai++OILjcVUVubOnYsqVaoI5YsXL2L48OFIS1Pufs9//vlH4ftSV1cX3t7eoro5c+bg7NmzRY7n4+ODtWvXiupmzJihVCyaVL9+ffTp00coZ2dnY9CgQXjx4kWhfeRyOT7++GPcvHlTqDMyMsKkSZM0Gmtp12xtyfs7DchZ1/Oe9pJfVlYWPvroI5XXE0C8rsvlcuzfv1/pvrq6uliyZImoztvbGxs3blQphocPH2LChAkIDw9XqR8RERERUWViZWSF2sa1y+SPtaF1oXE41m6IBg4tSvVHplel0PGJiIiIKjMmJBBVYvk3j9evX48xY8YgLCxMVJ+QkIBNmzahefPmwre5GzVqpNJcPXr0EH7OyspCp06dsGjRIhw8eBCnT5/GmTNnhD95N8RzrV69WnQHe0REBDp16oRx48bh6tWrChMJEhMTcenSJcyfPx8NGzaEh4cHTp06pTC+W7duYdSoUahduzYmT56MEydO4M2bNwXaZWdn49KlS+jRowf+/PNPod7Q0LDQjXtLS0u0aNFCKD969AgdOnTAzz//jCNHjoie+5kzZ1S6DqMwEokEmzdvhp6enlAXFBQEZ2dn7N+/X3SUeXZ2Nk6fPg0XF5cCfz8+Pj7Q19dXet569eqJNgX/+usv0UZd7dq10a1bN5Wei6Zfe3UwMjLCoEGDhHJWVhZ69eqFDRs2FHg9Hz16hClTpqB///5IS0uDpaUlLCwsNBabpjVu3Bg//vijqG7v3r1o0qQJtm7dipiYmAJ9Xrx4gf/9739wd3dHmzZtFLYBcjZp27VrJ5TT0tLQq1cvzJ8/v8A68eTJE0ycOBEff/yx6Oj+YcOGoX///qV5imqzdu1a0Sk0YWFhaNmyJXx8fJCUlCRqe/XqVXTp0qXA1Q4//vgjatWqpfFYS7tma8OAAQNEpxQEBQXB3d0d165dE7XLzMzEyZMn0a5dO/j6+gIo3e80AJg8eTI+/fRT7Nq1CydPnhT9/dy9e7dA/+HDh2PixIlCOSMjAxMmTICHhweOHDlS4P2Q2+bmzZv46aefhFM/Nm7cqPEENyIiIiIiIiIiIiJN4pUNRJVYjx490Lt3bxw7dkyo8/X1ha+vL+rUqYMaNWogNjYWoaGhog3skSNHol69eipd3TBlyhT8/vvvwubsy5cvC1wNkGvz5s0YO3asqM7AwAB+fn7o3bs3bt26BSBnU2nLli3YsmULjIyMYGtrC1NTUyQnJyMmJgbh4eEF7hQvTlRUFNavX4/169cDyDkhoHr16jAyMkJSUhJCQ0ORmJhYoN/KlStRu3btQsedMWOGKAEkMDAQgYGBCtuGhobCwcFBpbgVadWqFX777TdMmjQJ2dnZAICnT59i8ODBqFq1KhwcHKCrq4uwsDCFG8KLFi0qcNe5MsaMGSM6HSDvN+W9vLxUPsq/rF770lqyZAmOHj2K+Ph4ADnXX0ycOBHe3t6oX78+qlSpgoiICNE34nV1dbFlyxZMnjxZYQJMRTFt2jQ8efIEq1evFuoeP36MsWPHQldXF/b29rCwsEBaWhoiIiIQHR2t1Li6urrYuXMn3N3dhasbMjIysHTpUixbtgyOjo4wNzdHdHQ0nj59WqB/q1atsG7dOrU8R3WwsbHB9u3bMWjQIOFz8fr1a4wfPx7Tpk2Do6MjDAwM8Pz5c0RFRRXo/9FHH2n8dIRcpV2ztcHCwgILFiwQXXFx7do1tG/fHlZWVrCzs0NqairCwsKEzykANGzYEMuWLVMpcaVPnz5o0KABHjx4ACDnipo1a9ZgzZo1BdqOGTOmQGIJkHMFTUxMjOh6HX9/f/j7+0MqlcLe3h7m5ubIzMxEbGwswsPDRb+LiYiIiIiIiIiIiCoDnpBAVMnt2LEDbdu2LVD/5MkTXLt2DQ8ePBBtgAwfPhybN29WeZ769etj27ZtMDY2LnGsNjY2uHLlCry8vCCRSESPJSUl4f79+7h27Rpu3bqFFy9eKNyQtrOzU2nOiIgI3Lp1C1evXsWtW7cKJCMYGBhg/fr1xW4Sjho1CrNnzy4Qt6Z98skn2LVrV4G7zRMSEnDr1i0EBwcXSEaoUqUK1qxZg4ULF5ZozqFDhxZ6qoIq1zXkpY3XXlV169bF3r17C7zHU1NT8e+//+L69euiZAR9fX3s2LEDvXr10mhcZWXVqlX47bffYGhoKKrPysrCkydPcP36dfz7779KJyPkqlOnDv766y+0atVKVJ+dnY3Hjx/j+vXrCpMRevXqhYCAAFSrVk3l56JJH3zwAU6ePAlLS0tRfUpKCu7evYvAwMACyQi6urqYO3cuNm3aVGZxqmPN1oZZs2aJTh7IFRkZievXr+PWrVuiZIRmzZrh9OnTMDExUWkeqVSK/fv3o27duiWOVU9PD7t378by5cthYGAgeiwzM1N4f9+4caNAYmCu6tWrF+hLREREREREREREVJEwIYGokjMzM8OFCxewYMECmJqaFtquSZMm2LlzJ3bt2gWZTFaiuQYPHoyHDx9i2bJl6NmzJ2xtbWFsbKzSJr2RkRG2bduG4OBgjBgxQnT8eWEaNmwIb29vXL58GRcuXFDYZuPGjfDx8cGgQYNgZWVV7Jjm5uaYNGkS7t27p3DzS5Hly5cjODgYM2fOhJubGywtLVW6DqGkhg4dipCQEEydOhXm5uaFtqtatSpGjx6N+/fvY+rUqSWez8zMTOE3jV1cXFQ+Fj0vTb326tSjRw9cv34dffv2LbSNVCrF4MGDcfPmTQwbNkzjMZWlKVOm4PHjx/jss8+K/RyZmZlhxIgROHv2bLEngtjY2OD69ev43//+hyZNmhTaTiKRoF27djh06BCOHTtWIBGnvOjcuTNCQkIwb968Iq9f0NfXh6enJ27cuIGlS5eWYYQ51LFma8P69euFk34KY2lpiSVLluD69euwsbEp0TxNmjTBv//+i82bN2Pw4MGoX78+TE1Noaurq9I4s2fPRmhoKGbOnKlU4pS1tTW8vLxw4MABvHz5UqnfWURERERERERERETllURe1mdeE6nozp07aNq0qVC+fft2kRtWVLjU1FRcuXIF9+7dQ0xMDGQyGWrVqoU2bdqgfv362g5PoezsbAQFBeHhw4d4/fo14uPjYWhoCDMzM9StWxeNGzdGjRo1VB43NDQUDx48QFhYGOLi4pCeng5jY2PUqFEDzZo1Q+PGjSGVVrxbbbKysvD333/j0aNHiIqKQnZ2NmrUqIE6derA1dUVenp62g5RaZp67dUlIiICFy9exIsXL5CcnAwTExM4OTnB1dVVqWSKik4ulyM4OBj37t1DdHQ0EhISYGRkBGtrazRu3BhNmzZVeeM217Nnz3Dt2jVERkYiPj4e1apVQ82aNeHq6lrg5IGKIDg4GHfu3EFUVBTS0tJQo0YN2Nraws3NrcCJE6S83PdgYGAgXr9+DblcDktLSzRt2hQuLi4lfv9pWkhICIKDgxEdHY2YmBhIpVKYmprCzs4OjRo1UsuVPkREREQlEhMG/Nxc8WPe/wLV7Ms2nndc/OsUbPvqisLHRn3bASbVK89JWuGJ4Xh/v+IrJU8MOoHaxoVfoalOcVGR+N+n4xU+9vGvm2BqyWRhZfDfcstGZmYmHj16JKqrV69ehfz3TCIi0qzy8DuDv52I3iH6+vpwd3eHu7u7tkNRmo6ODlxcXODi4qLWcR0dHeHo6KjWMcsDXV1ddOjQAR06dNB2KKWmqddeXWrWrImhQ4dqOwytkUgkaNmyJVq2bKn2se3s7DR+BUdZcnZ2hrOzs7bDqHQ0+R7UJCcnJzg5OWk7DCIiIiIiIiIiIqIywSsbiIiIiIiIiIiIiIiIiIiISO2YkEBERERERERERERERERERERqx4QEIiIiIiIiIiIiIiIiIiIiUjsmJBARERERERERERERERFRuSORSIQ/Xbp00XY4RFQCUm0HQERERERERERERERERERlLzU1FUFBQXj06BGio6ORmpoKAwMDWFlZoUGDBnB2doaenp62wySiCowJCURERERERERERERERETvCLlcDj8/P/zvf//D6dOnkZaWVmhbIyMjfPDBB5g4cSK6du1ahlESUWXBhASqcOLj4xEbG6vWMU1MTKCjU/wNJvHx8cjOzlbr3LmMjY0hlRb/kUxMTERmZqZGYjA0NIRMJiu2XXJyMtLT0zUSg76+PvT19Yttl5qaitTUVI3EIJPJYGhoWGy79PR0JCcnayQGqVQKY2PjYttlZmYiMTFRIzHo6OjAxMSk2HbZ2dmIj4/XSAwAYGZmplQ7da8LeXGNyME1IgfXiBxcI/7DNSIH14gcXCNycI34D9eIHFwjcnCNyME14j9cI3JwjcihyhoRG1v4xlFpaGONiEuMQ1ZS1n8VOoCugW6x/dS9RsTFxSElPUMoG8iU+zYw14gcuWuEJtdtIlKPoKAgTJgwAYGBgUq1T0pKwp49e7Bnzx507doVv//+O5ycnJTqGxAQAHd3d6H89ddf45tvvilJ2ERUgTEhgSqcbdu2wdLSUq1jfv7550r9Q4SPj4/G/k/G2LFj4eDgUGy7ffv24enTpxqJwdPTE87OzsW2O3XqFIKDgzUSQ5cuXZS6B+rq1asICAjQSAzOzs7w9PQstt3du3fx559/aiQGBwcHjB07tth2L168wJYtWzQSg5mZGT7//PNi28XHx+Onn37SSAwAlP4PVE3GwDUiB9eIHFwjcnCN+A/XiBxcI3JwjcjBNeI/XCNycI3IwTUiB9eI/3CNyME1Ioeya8T9B/dw5vwJjcSgjTUiPj0er+++Fsq6hrqo3rN68f3UvEakJiUi6GGoUO7ZtL5S/bhG5MhdI6KiojQSBxGpx4YNGzBt2jRkZGQUeMzAwAA1a9aEhYUFoqKiEBERUSAR0N/fHy1btsSOHTvQr1+/sgqbiCq44tMriYiIiIiIiIiIiIiIiKjCWr16NSZOnChKRpBIJPDy8sLp06eRkJCAx48f4++//8bTp0+RkJCAw4cPF0iWS0xMxMCBA7Fv376yfgpEVEExIYGIiIiIiIiIiIiIiIiokvL398eMGTNEdXZ2dggICMC2bdvQrVs36OqKr8uRyWTo06cPDh48CD8/P1Sv/t/pNVlZWRg9ejTu379fJvETUcXGhAQiIiIiIiIiIiIiIiKiSujt27cYPXo05HK5UFerVi2cO3cOnTp1UmqMvn374uTJkzA1NRXqUlJSMHLkyALXOhAR5ceEBCIiIiIiIiIiIiIiIqJKaP78+QgPDxfKurq68PPzQ506dVQap1WrVti+fbuo7saNG/jpp5/UEicRVV5SbQdAREREREREREREREREROr15s0bbN26VVQ3depUtG7dukTj9enTB56envjzzz+Ful9//RVffPEFpFLtbDk+e/YMly9fxrNnzyCXy1GjRg04OzujZcuWkEgkpR4/PT0dV69exdOnTxEdHY3s7GzUqFED9erVQ/v27QtcdVFa4eHhCAwMxMuXL/HmzRuYmZlhwIABqFWrllrnISpLEnneM1qIyqE7d+6gadOmQvny5cto1KiRWucwMTGBjk7xB4bEx8cjOztbrXPnMjY2VuoXdmJiIjIzMzUSg6GhIWQyWbHtkpOTNXYMk76+PvT19Yttl5qaitTUVI3EIJPJYGhoWGy79PR0JCcnayQGqVQKY2PjYttlZmYiMTFRIzHo6OjAxMSk2HbZ2dmIj4/XSAwAYGZmplS72NhYjcXANSIH14gcXCNycI34D9eIHFwjcnCNyME14j9cI3JwjcjBNSIH14j/lKs1IiYM+Lm54kbe/yJRz4JrBMpujYh/nYJtX11R2G7YwtaQGmrmn3S1sUa8THyJwX6D/6vQAXQNcjZ3Tgw6gdrGtRX2U/caERcdhW2zPxXKBjI94eePf90EU0srhf3emTWiGLn/HXHv3j24uroK9bdv30aTJk00Etu7LDMzE48ePRLV1atXT2sbwlR+ff/995g3b55Q1tPTw8uXL1G9evUSj3nr1i00by7+b4Zdu3Zh+PDhQrmkiQDnzp1Dly5dRHV5x+rcuTMCAgIAANevX8ecOXPg7++vcCxbW1ssXrwYY8eOLVEst2/fxuLFi3H8+PFCf+eZmZnBy8sLCxYsgKWlpVLjFvZ8jh49ilWrViEgIKDAmn7w4EF4enqW6HkQlYffGfztRBWOiYmJ0v9ooIm5tU2Z/1OoaYaGhkr9I5omKfsPBZokk8mU+gcTTZJKpVr7POTS0dHRegyA8v+YqElcI3JwjcjBNSIH14j/cI3IwTUiB9eIHFwj/sM1IgfXiBxcI3JwjfgP14gcXCNyyGQymJgZaDUGda4RSdIk6Bqp/u1Sda8RkvQ0URKCsrhG5MhdI8pDLET0n/3794vKffv2LVUyAgA0a9YMrVq1QlBQkGievAkJmvbLL7/giy++QFZWVqFtnj9/jnHjxuHy5ctYv369UgleQM7m7fTp07F27dpik71iY2OxZs0abN26Fbt27cIHH3yg0vMAALlcjs8++wxr1qxRuS9RRaHcp4+IiIiIiIiIiIiIiIiIKoTExETcvHlTVDdo0CC1jJ1/nL/++kst4ypj/fr18Pb2FpIRDAwM0KhRI7Rp00bhtQYbN27ETz/9pNTYycnJ6NOnD9asWVMgGcHa2hrOzs5o1apVgdMQEhIS0L9/f+zdu1fl5zNv3jxRMoKBgQEaNmyI1q1bw9raWuXxiMojnpBARERERERERERERET0DsjMzkRkcqS2w3gnWBlaQaqjvW24a9euFbhuqXXr1moZO/84ERERCA0NhaOjIwDg9OnTAICbN29i5syZQrtRo0Zh9OjRhY7bokWLIucNCQmBt7c3AKBRo0b49ttv0bt3b9HpRUFBQZg2bRquXPnv6qMFCxZgzJgxsLCwKHL8yZMn4+TJk0LZ2NgY06dPx7hx44TnluvmzZv49ttvsW/fPgBAVlYWxo8fj5YtW8LJyanIeXJcyShEAAAgAElEQVTdvXsXFy9eBJBzhP7SpUvRp08f0fO5ffu21k+IIiotJiQQERERERERERERERG9AyKTI/H+/ve1HcY74cSgE6htXFtr89+/f19UNjIyQv369dUydsuWLQvU3bt3T9i079atGwAUuKO+Tp06wmMlER4eDgDo2bMnDhw4oHCjvlWrVjhz5gxcXV2FEyKSk5Oxfft2IZlBkd27d8PX11co161bFydPnkTdunUVtm/RogX27t2LFStWYPbs2QByTkqYMWMGDh06pNTziY6OBgC89957OHbsmMIrspo2barUWETlGa9sICIiIiIiIiIiIiIiIqpE3r59KypbWVlBIpGoZewaNWpAR0e8xZh/Pk2xs7PD7t27izw1wNDQEMuWLRPVHT9+vND2crkc33zzjah/UckIec2aNQtDhgwRyocPH8bDhw+L7ZerWrVq2LNnj8JkBKLKggkJRERERERERERERERERJVI/gQBU1NTtY0tkUhgYmJS5HyaMmfOHKWeS/fu3VGtWjWhHBQUVGjbkydPik6U8Pb2VioZIddXX30l/CyXy3Hw4EGl+06dOhXW1tZKtyeqiJiQQERERERERERERERERFSJJCQkiMpGRkZqHT//ePnn0wSJRIKhQ4cq1VZXVxfNmjUTytHR0UhLS1PY9tixY6LyqFGjVIqrefPmoqSCixcvKt13xIgRKs1FVBExIYGIiIiIiIiIiIiIiIioEqlataqonJSUpNbx84+Xfz5NcHBwgIWFhdLtLS0tReW4uDiF7fImEBgZGaFhw4Yqx2Zrayv8fO/ePaX6VK1aFY0aNVJ5LqKKRqrtAIiIiIiIiIiIiIiIiIhIfczNzUXlwjbjS0IulyM+Pr7I+TQhf4JBcfKf4pCSkqKwXd4EgqSkJOjolO773MpeX2Fvbw+JRFKquYgqAiYkEBERERERERERERERvQOsDK1wYtAJbYfxTrAytNLq/PkTBKKioiCXy9WyAR4dHY3s7Owi59MEfX39UvWXy+UF6pKSkgq9yqGklE3+MDExUeu8ROUVExKIiIiIiIiIiIiIiIjeAVIdKWob19Z2GFQGGjRoIConJibi0aNHqF+/fqnHvnHjRoG6inr1QGxsrNrHVJT4oIienp7a5yYqj5iQQERERERERERERERERFSJtG/fHrq6usjKyhLq/vnnH7UkJAQGBorKNWvWhKOjY6nH1QZDQ0NR2dzcHLt379ZSNESVExMSiIiIiIiIiIiIiIiIiCoRY2NjtGjRAkFBQULd/v37MXLkyFKPvX//flG5Y8eOpR5TW8zMzCCVSpGZmQkASElJQbdu3bQcFVHloqPtAIiIiIiIiIiIiIiIiIhIvQYNGiQqHz58GK9fvy7VmLdv3xYlOQDAwIEDSzWmNkkkEtjb2wvllJQUvHz5UosREVU+TEggIiIiIiIiIiIiIiIiqmQmTJgAfX19oZyRkYFvv/22VGMuXLhQVK5duzaGDBmisK2OjngbUi6Xl2puTXF3dxeV/f39tRQJUeXEhAQiIiIiIiIiIiIiIiKiSqZ69eoYPXq0qG7NmjUIDAws0XhHjhzBwYMHRXWffvoppFLFN8QbGRmJysnJySWaV9Pef/99UXnNmjVaioSocmJCAhEREREREREREREREVEltHTpUtSsWVMoZ2VloX///ggNDVVpnBs3bsDLy0tU16JFC0yfPr3QPubm5qKyqnOWFU9PTzg5OQnla9euYd26dVqMiKhyYUICERERERERERERERERUSVkYWGBrVu3QiKRCHXh4eFwd3fHhQsXlBrjyJEj6NGjB+Li4oQ6fX197NixAzKZrNB+9vb2MDY2Fspnz55FTExMCZ6FZunq6mLJkiWiOm9vb2zcuFGlcR4+fIgJEyYgPDxcneERVXhMSCAiIiIiIiIiIiIiIiKqpLp3747ly5eL6sLCwtClSxeMGjUKZ8+eRVZWlujxjIwMHD16FAMHDkTfvn3x+vVr4TFdXV1s3rwZTZo0KXJeHR0deHh4COXY2Fi0b98ey5cvx6FDh3DmzBnRH20mKwwfPhwTJ04UyhkZGZgwYQI8PDxw5MgRJCUlFeiTkZGBmzdv4qeffsJ7772Hhg0bYuPGjcjIyCjL0InKPcWXulCllZqaisuXL+P+/fuIiYmBTCaDjY0N2rVrhzp16mg7PCIiIiIiIiIiIiIiIlKzWbNmwcjICN7e3sjMzAQAyOVybN++Hdu3b4eBgQFq1aoFc3NzvH79Gi9fvkRaWlqBcYyMjLBt2zYMGDBAqXmnT58OPz8/yOVyADmnCMyZM0dh23PnzqFLly4le4Jq8OuvvyImJgZ79uwR6vz9/eHv7w+pVAp7e3uYm5sjMzMTsbGxCA8PR3p6utbiJaooeEKCFnzzzTeQSCQl/jN27FiV54yOjsa0adNQvXp1eHh4YOrUqfjqq68we/ZsjBw5EnXr1oWLiwsOHTqk/idMREREREREREREREREWjVlyhRcvnwZzs7OBR5LSUnB48ePcf36dYSGhipMRujcuTMCAwOVTkbI7fPzzz9DT0+vVLGXBT09PezevRvLly+HgYGB6LHMzEzh7+fGjRsIDQ1VmIxQvXr1An2J3nVMSHgHBAQEoHHjxvjtt98UHimTKzAwEJ6enhgzZgwzuoiIiIiIiIiIiIiIiCqZNm3aICgoCAcOHEDv3r0hk8mKbG9oaIjBgwfjzJkzCAgIQIMGDVSe89NPP8W9e/ewcOFCdO3aFbVq1YKhoSEkEklJn4ZGzZ49G6GhoZg5cybs7OyKbW9tbQ0vLy8cOHAAL1++hJWVVRlESVRx8MqGSu7SpUvo3bs3UlJSRPVmZmZwdHRETEwMnj9/LrobyNfXF4mJidi3b1+5/WVAREREREREREREREREqpNIJBgwYAAGDBiAlJQUBAYG4tGjR4iOjkZaWhr09fVhZWWFBg0aoGXLlsUmLSijbt26WLRokcr9cq96KIktW7Zgy5YtJeprZWWFFStWYMWKFQgJCUFwcDCio6MRExMDqVQKU1NT2NnZoVGjRnBwcFB63NI8H6KKigkJ5cCPP/6IFi1aKN2+Vq1aSrWLiYnBsGHDRMkI9vb2+Pnnn9GvXz8h2eDFixf49ttv8fvvvwvtDhw4gNWrV+OLL75QOi4iIiIiIiIiIiIiIiKqOAwMDODm5gY3Nzdth1JuOTk5wcnJSdthEFVYTEgoB1q3bo0uXbqofdwVK1bg5cuXQtnR0RGXLl0qkNBgY2OD9evXw87ODvPnzxfqFy9ejHHjxqFatWpqj42IiIiIiIiIiIiIiIiIiCo3HW0HQJoRHR2NX3/9VVS3cePGIk9XmDt3Ljp16iSU4+Li8OOPP2osRiIiIiIiIiIiIiIiIiIiqryYkFBJ/fHHH0hMTBTKnTp1goeHR5F9JBIJvv76a1Gdj48P77MhIiIiIiIiIiIiIiIiIiKVMSGhkjp06JCoPH78eKX6ubu7w9HRUSi/evUKV69eVWtsRERERERERERERERERERU+TEhoRJKTEzEhQsXRHU9evRQqq9EIkG3bt1EdUeOHFFbbERERERERERERERERERE9G5gQkIldOfOHWRkZAhlR0dHWFtbK92/Y8eOonJwcLDaYiMiIiIiIiIiIiIiIiIioneDVNsBUI60tDQ8efIEb968gZ6eHiwsLFCrVi0YGhqqPNa9e/dE5caNG6vUP3/7/OMRERERERERFZCRCiRGajsKIiqp+JfajoCowpNnZiLjleLfhXrWVpBI+c/xRERE9O7hfwGVA1OnTsWTJ0+QmpoqqpdKpWjdujV69eqFKVOmoEaNGkqN9+DBA1HZ1tZWpXjytw8LC0Nqair09fVVGoeIiIiIiIjeAenJwKGpwINjQGZq8e2JiIgqqYxXkXic7zrcXHXPnIHMpnYZR0RERESkfUxIKAfu3r2rsD4zMxPXrl3DtWvXsHz5csycORNff/01dHV1ixwvKipKVLaxsVEpHisrK0ilUmRmZgIAsrOz8ebNG9SuXfr/YI6KikJ0dLRKfUJCQko9LxEREREREWnIoanAnQPajoKIiIiIiIiIyiEmJFQQKSkpWLJkCS5evIjDhw/D2Ni40LaJiYmispGRkUpzSSQSGBgYICEhodAxS2rt2rVYtGiRWsYiIiIiIiIiLctIzTkZgYiIiIiIiIhIAR1tB/CukkgkcHV1xXfffYfTp0/jxYsXSE5ORmpqKsLDw3H48GFMnDixwDUJAQEBGD58OLKysgodO3/yQEmuWjAwMChyTCIiIiIiIiIkRvKaBqLKTqoPGFtpOwoiIiIiIqqgmJCgBT169MD9+/fx119/Yd68eejWrRtq164NAwMDVKlSBbVq1UKfPn2wfv16PHr0CB07dhT1P3r0KNauXVvo+Kmp4n8MkslkKsdYpUoVUTklJUXlMYiIiIiIiIiIqIJr0BvQU/3LLkRERERERACvbNAKV1dXpdva2NjgzJkz6Nq1K65cuSLUf/vttxg/fjwMDQ0L9Ml/IkJ6errKMaalpRU5ZklNmTIFQ4YMUalPSEgIPD091TI/EREREREREREpQaqfk4zQ/zdtR0JERERERBUYExIqAH19ffj6+qJRo0bIzMwEAERFReHUqVMKN+qNjY1F5fwnJigj/4kI+ccsKUtLS1haWqplLCIiIiIiIirHxp0ATGppOwoiKiljK56MQEREREREpcaEhArCyckJ/fr1w4EDB4Q6ZRMSkpKSVJpLLpdrLCGBiIiIiIiI3hEmtYBq9tqOgoiIiIiIiIi0SEfbAZDyPDw8ROUHDx4obJf/BIIXL16oNE9kZKRwEgMA6OjooHr16iqNQURERERERERERERERERE7zYmJFQgtra2onJ0dLTCdg0aNBCVnz17ptI8+dvb29tDX59H9BERERERERERERERERERkfKYkFCB6OnpicoZGRkK2zVs2FBUvnv3rkrz3Lt3r8jxiIiIiIiIiIiIiIiIiIiIisOEhArk1atXonKNGjUUtmvSpIkoeeHp06eIiIhQep6//vpLVHZ2dlYhSiIiIiIiIiIiIiIiIiIiIiYkVCiXLl0SlfNf4ZCratWq6NSpk6ju9OnTSs0hl8tx5swZUV3fvn1ViJKIiIiIiIiIiIiIiIiIiIgJCRVGbGws9u/fL6rz8PAotH2/fv1E5U2bNik1z7lz5xAaGiqUrays0K5dOxUiJSIiIiIiIiIiIiIiIiIiYkJChTFz5kzExsYKZZlMhl69ehXafvjw4TAyMhLKFy5cgL+/f5FzyOVyLFq0SFQ3btw46OjwbUJERERERERERERERERERKrhTnMZW7ZsGQIDA5Vun5mZiRkzZhQ44WDSpEmoWbNmof0sLS0xbdo0Ud3HH3+Mly9fFtrn+++/x4ULF4SyqakpZs2apXSsREREREREREREREREREREuZiQUMZOnDgBFxcXdOzYET///DNu376NzMzMAu3i4uKwa9cutGnTBqtWrRI9VrduXSxcuLDYuWbPng1ra2uhHBoaCldXV/j5+UEulwv1L168wKRJkzB//nxR//nz58Pc3FzVp0hERERERERERERERERERASptgN4V12+fBmXL18GAFSpUgU2NjYwNTWFrq4u3rx5g6dPnyI7O7tAP2traxw/fhwWFhbFzmFubo7du3ejZ8+eSE1NBQCEhYWhf//+MDMzg6OjI2JjY/Hs2TNkZWWJ+vbv3x8zZ85UwzMlIiIiIiIiIiIiIiIiIqJ3ERMSyoG0tDQ8fvy42Ha9e/fG5s2bYWlpqfTYnTp1wtGjRzFkyBC8fftWqI+NjcWNGzcU9hk5ciR8fHwgkUiUnoeIiIiIiIiIiIiIiIiIiCgvXtlQxubPn49JkyahSZMm0NXVLba9sbExhgwZgvPnz+Po0aMqJSPk6tq1K+7evYvJkyfD0NCw0HYtW7bE/v37sWPHDlSpUkXleYiIiIiIiIiIiIiIiIiIiHLxhIQy1r17d3Tv3h0AkJycjLt37+Lp06eIiIhAYmIisrOzYWZmhmrVqqFx48Zo1qyZUokLxbGyssLatWuxcuVKXL58Gffu3UNsbCxkMhlq166Ndu3awcnJqdTzEBERERERERERERERERERAUxI0CpDQ0O4uLjAxcWlzOY0MDCAh4cHPDw8ymxOIiIiIiIiIiIiIiIionfF2LFjsXXrVqEcGhoKBwcH7QVUSfHvuWJgQgIRERERERERERERERHROyIlJQVBQUF49OgRYmJikJSUBAMDA5iYmMDOzg5169ZFnTp1oKPDm9+JqPSYkEBERERERERERERERERUicnlcvj5+WH9+vU4c+YMMjMzi2xftWpVtG7dGp07d0avXr3Qpk0bJii8I2JjY1GzZk2kpqYKdcbGxnj16hWMjIy0GBlVVFw5iIiIiIiIiIiIiIiIiCqpsLAwdOvWDZ6enjhx4kSxyQgAkJCQgICAACxatAjt27fH4cOHyyDS8sPBwQESiQQSieSduwLgjz/+ECUjAEBiYiL279+vpYioouMJCURERERERERERERERESV0JMnT9CpUyeEh4cXeEwmk8HR0RGmpqZIS0vD27dvER4ejuzs7AJt5XJ5WYRL5cDWrVsV1m/ZsgWjR48u42ioMuAJCURERERERERERERERESVTEZGBvr27StKRpBIJPDy8sLFixeRlJSE+/fv49q1awgODsazZ88QFxeHgIAAfPnll6hbt64WoydtePDgAa5evarwsYCAAISFhZVxREXbsmUL5HK58OddO82iomBCAhEREREREREREREREVEls379ety9e1co6+vr48iRI9i2bRvc3NwglRY8SN3Y2BidO3fGsmXLEBISgoCAAPTv3x+6urplGTppyZYtW0RlNzc34We5XA5fX98yjogqAyYkEBEREREREREREREREVUy+Y/e//rrr9G7d2+VxujcuTP+/PNP9O3bV52hUTmUnZ2N7du3C2UDAwNs374dMplMqGNCApUEExKIiIiIiIiIiIiIiIiIKpG3b98iMDBQKOvo6OCTTz7RYkRU3p05cwYvXrwQyv3794e9vT169eol1IWEhODSpUvaCI8qsIJnsRARERERERERERERERFRhRUeHi4qV69eHRYWFmUeR3BwMO7evYuoqCikpqbC0tIStra2cHNzg4GBQZnHU16kpKTgwoULuH//PhITE1GtWjU4ODigc+fOMDIy0kpM+U/U8PLyEv730KFDonZ5r3IoiVevXiEoKAhPnz5FfHw8srOzYWhoCEtLS9SpUwdNmzaFsbFxqeZQRmhoKO7cuYNnz54hLi4OUqkU5ubmsLe3R/v27TUSQ1xcHC5cuICQkBCkpKTAwsICTk5OcHNzQ5UqVdQ+X3nAhAQiIiIiIiIiIiIiIiKiSiQhIUFUzsrKKtO5ly9fjs2bN+Ply5cK2+jr6+P999/HkiVL0LRpU6XGHTt2rGjTPDQ0FA4ODkr1DQgIgLu7u1D++uuv8c033xQ5fq6wsDBIJJJCxx4zZgy2bNmiVBxxcXFYtGgRNmzYgKSkpAKPy2QyjB8/HosXL0b16tWVGlMd4uPjcfDgQaFco0YN9OzZEwDQt29fmJqaIi4uDgCwZ88e/PLLLyVKKNm7dy9Wr16NK1euFNlOV1cXzZs3h6enJ6ZNmwZzc3OF7VR9T6SmpuLo0aM4cOAA/P398erVqyJj8PDwwNy5c9GlS5ci482rS5cuOH/+vFCWy+UAgIiICMyfPx87duxAenp6gX5GRkb4/PPPMXfuXK0lpWgKr2wgIiIiIiIiIiIiIiIiqkTMzMxE5Tdv3iAkJETj854/fx5OTk747rvvCk1GAHI2hv/88084Oztj/vz5Go+rPLh79y5atGiB1atXK0xGAID09HSsW7cO7du3x9OnT8sstt27dyMlJUUoDxs2DFJpzvfaq1SpgsGDBwuP5U9eUEZaWhoGDhyIoUOHFpuMAOQk0Ny4cQNff/01goKCVJqrKG5ubhg8eDB27txZZDJCbgynTp2Cu7s7pk2bhszMzBLPe/HiRTRt2hSbN29WmIwAAElJSfjuu+/g7u6Ot2/flniu8qjCnJCQmZmJe/fu4enTp3j+/Dni4uKED6uRkRFMTU1hZ2cHBwcHNGzYUPiQEBEREREREREREREREb1L6tSpA319faSmpgp1X375Jfbt21fkt/1L4+jRoxg8eLBoTiDnNAQHBwcYGhri+fPniI6OFh7LysrC0qVL8erVK2zatEkjcZUHT58+xYgRI0Sb4Pb29rC0tERiYiIePnwoOsXi8ePHGDhwIP7+++8y2fPMfzLEhx9+WKCc9/XZsmULRo4cqfT4H3/8scIkBktLS9SuXRtVqlRBQkICoqKiRO8Pdcv/3gSAWrVqwdzcHMbGxkhKShKub8jrt99+Q3JyMnx8fFSeMzAwEL169RL2tXV0dODo6AgLCwvExMQgJCREOEUBAK5fv46xY8fCz89P5bnKq3K7a5+eno4LFy7gxIkTuHDhAm7dulVoxkh+MpkMzZo1Q6dOndCzZ0907twZMplMwxETERERERERERERERGVX/LMTGS8itR2GO8EPWsrSLT45Vl9fX14eHjg6NGjQt2BAwfg4eGBJUuWoGPHjmqd7/nz5/Dy8hJt+FpYWGDZsmUYPnw4jI2NhforV65g9uzZuHTpklDn4+ODNm3aYNKkSWqNSxWzZ8+Gl5cXAMDLywuRkTmfFSsrK2zfvr3QfrVq1Sp27PHjx+PVq1cwMDDArFmzMHHiRFG/mJgYLF++HD/88IOwOX3jxg1s3LgRkydPLs3TKlZISAj++usvoezk5IT27duL2nTp0gU2NjZ48eIFAODs2bMIDw9H7dq1ix3/+vXror8/qVQq/B3Y29sXaB8ZGYmLFy/i8OHD2Lt3b0mfVqHs7OwwZMgQ9O7dGy4uLjAxMRE9LpfLcevWLaxfvx4bNmwQEkU2b96Mvn37YsCAASrNN3ToUCQlJcHc3BxfffUVRo8eDQsLC+Hxly9fYv78+aJrPw4fPozjx4+jV69eJX+i5Ui5S0jw9/fH9u3bceDAAeF+m7xZIXnlZnDlfzwtLQ3//PMPAgMDsXr1ahgbG2PAgAHw8vJCt27dNPsEiIiIiIiIiIiIiIiIyqGMV5F4zH2SMlH3zBnIbIrfrNWkOXPmiBISAODcuXNwc3ODvb09evTogQ4dOqBt27Zo1KgRdHRKftP7lClTEBsbK5RtbW1x8eJFhRvOHTp0wPnz5zF27Fhs27ZNqJ8xYwb69eun1Aa/JjRu3BiNGzcGkJPQkUtfX7/U+4tPnjyBubk5Tpw4gTZt2hR4vFq1ali2bBmqVq2Kr776SqjfsGGDxhMSijsdAcjZkx05ciR++OEHAEB2djZ8fX0xd+7cYsfPn1SwYcMGjBs3rtD2VlZWGDx4MAYPHoxVq1YhOztbmaehlHXr1sHV1RW6urqFtpFIJGjevDnWrl2LAQMGoG/fvkhLSwMALFu2TOWEhCdPnsDBwQFnzpxB3bp1Czxeq1YtbN68GXp6eti4caNQv2HDhkqTkFDylUWNUlJSsHbtWjRq1Ajdu3fH1q1bER8fLyQaSCQShcfHyOVyhckKedvL5XIkJCRg27Zt6NmzJxo2bIi1a9ciOTlZs0+KiIiIiIiIiIiIiIiISEvc3NywYMEChY+FhYVh48aN+Oijj9C0aVOYmpoKpyf8888/Ks3z4MEDUeKDjo4O9u3bpzAZIW8bHx8fNGvWTKhLTk7GunXrVJq7Itm0aZPCZIS8vvzyS9jY2Ajl4OBg4aQGTZDL5fD19RXV5Z4SkV/++vyJDIV5+PCh8LOxsTFGjx6tdHwWFhaoUaOG0u2L89577xWZjJBf9+7dMWvWLKH8999/4+7duyrNqauri7179ypMRshr+fLlokSYU6dOqTUZQ5u0mpCQmpqKVatWwdHREZ9++ikePHhQIMFALpdDIpGgXr166NevHyZNmoRFixZh5cqVWLduHdauXYuVK1di0aJFmDhxIvr27QsnJydIJBKFYz18+BCffvopHB0dsWrVKoV3hRARERERERERERERERFVdIsXL8bPP/8s2uhUJDExEf7+/li4cCHatGmDpk2bwsfHR6kN0U2bNon25EaMGIG2bdsW208qlWLFihWiuo0bNxZ6cnpF1rZtW3h6ehbbTiqVYuDAgaK6wMBATYUFf39/PHv2TCi3a9cOTk5OCts2a9YMzZs3F8oPHjzA1atXi50jJSVF+FlHR6dUJ3FoQ/5EjMuXL6vUf9CgQXBxcSm2XbVq1dCjRw+hnJycjPv376s0V3mltSsbtm/fjjlz5iAiIkJIOsilp6eHLl26wN3dHZ07d4azs3OxC2V+qampuHHjBs6fP4+AgAAEBAQgPT1deDw6OhqzZs3CypUrsXz58kKzfYiIiIiIiIiIiIiIiIgqqs8++wwDBw7E999/jx07diAuLq7YPnfu3MH48eOxdu1a7N+/v8jTDs6fPy8qf/TRR0rH1r17d9jY2ODFixcAgMjISDx8+BANGjRQeoyKYNiwYUq3dXZ2FpWfP3+u7nAE+U85KG6/1MvLC7Nnzxb1b9++fZF98l7BER8fj8OHD6Nfv34liFY7HB0dReUbN26o1F/V197Pz08oP3/+XLhGpCLTSgqKq6srxowZIyQjADnXLLz//vvYuXMnoqOjceLECXz55Zdo3769yskIQM59Lh06dMCcOXNw4sQJREdHY+fOnejVq5foOoeIiAiMGTMGrq6uan2OREREREREREREREREROWBjY0NfvvtN0RGRsLPzw/Tp0+Hi4sLZDJZkf0CAwPRtm1bPH78WOHjaWlpCA4OFsp6enpwc3NTOi4dHR24u7uL6pT51n1Fo8w35HNZWlqKysokkJREYmIiDhw4IJSlUmmxm+cjRowQnXDwxx9/IJ+rqSsAACAASURBVC0trcg+3bt3F5U//PDD/7N352FVlev/xz+bWQYFRcQRSM0cUlFLccKhrCyHSjPLqdRO46lO1qnMTBstT+PRMs0x05MN33JokBRxyFm0nEdSQRFFBURA2L8//LFiwWbYCOytvF/Xta/2/axnuBeQ07r38+g///mPzp49W4qsy87GjRv18ssvq3fv3rruuutUvXp1ubu7y2KxmF6enp6mcUlJSXat44zf+4rmkIKE3F9IrFarqlevrldeeUVHjhzRsmXLdP/998vPz6/M1/Tz89P999+vpUuXKi4uTq+88opq1Khh5LFhw4YyXxMAAAAAAAAAAABwFp6enurTp4/ef/99bdq0SSkpKdq8ebM++ugj9enTx2aBQmJiou69915lZ2cXuHbixAnTDuU33HBDsUUO+bVq1coU5z1C4FqR/0FzUXx8fExx3iMPytLXX3+ttLQ0I+7Vq5dq1qxZ5Jh69eopMjLSiM+ePasffvihyDEDBw40fco/NTVVY8aMUa1atdSrVy+98847WrNmjS5evFjKO7HP6tWr1apVK7Vv315vv/22fvrpJx0+fFjJycm6dOlSsePtLaRwxu99RXPYkQ01a9bUSy+9pNGjR8vb27tC165bt64mTpyol156SZ9//rnefvttnTp1qkJzAAAAAAAAAAAAqEjuwbXUMCrK0WlUCu7BtRydQol4eHiobdu2atu2rf75z3/q9OnTmjRpkt5//31TAcL27du1cOFCPfjgg6bxycnJpjgwMNDuHPKPyT/ntaA0u8Hnyt1tvqzZe1xD3n4rV6404tmzZ+u+++4rtL+7u7sWL16s3r17a+/evUZ7Zmamli9fruXLl0u6XCwTERGhfv36afDgwapVq+z/H5o2bZoee+yxK/qaFrcjRH7O+L2vaA4pSHj99df1zDPPFKjyqGhVqlTR008/rdGjR+uDDz5waC4AAAAAAAAAAADlyeLmJo96dR2dBpxYjRo19O6776pr167q37+/qSjhyy+/LFCQkJqaaopL8+wv/5iUlBS754B9Dh06pNWrVxuxq6urfHx8FFWCgiV/f39ZLBbjYfmvv/6qEydOKDg4uNAx1113nbZu3aoPP/xQU6dO1fHjxwv0ycjIUHR0tKKjo/Xvf/9b//jHP/Tmm2+W2c76K1euLFCM4Obmps6dO6t9+/YKCQlRUFCQvLy8ChzTkP/YCdjHIQUJY8eOdcSyhfL29na6nAAAAAAAAAAAAABHuOuuuzR8+HDNnDnTaFuzZk2Bfr6+vqY47xEAJZV/THkc7Q6zuXPnmh7MZ2dnq1+/fqWaKzs7W/PmzdPzzz9fZD9vb2+9/PLLevHFF7V27VqtWLFC0dHR2rBhQ4GjCTIzM/XJJ5/o119/VUxMjF3HHhTmueeeM93znXfeqc8++0z16tUrcpy9OyKgIBdHJwAAAAAAAAAAAADAueTfhj81NVXnzp0ztQUEBJji06dP271OUlJSkXPmslgsds+d68KFC6Uee62xWq2aO3dumc6Z//iHori4uKhLly4aP368Vq5cqXPnzmndunV69dVX1ahRI1PfvXv3asSIEVec3759+7Rt2zYjbtGihb777rtiixEk6cyZM1e8fmVHQQIAAAAAAAAAAAAAk9DQ0AJt+R/s165dWx4eHka8Z88eZWZm2rXO9u3bTXFISIjNfl5eXqY4/6fqi3Lq1Cm7crqWrVq1SocPHy7TOXfu3KnNmzeXaqy7u7siIiI0YcIE7du3T1OmTJGLy9+PsH/66Sft3r37ivJbv369KR41apTp57YoO3fuvKK1QUECAAAAAAAAAAAAgHxsHb9Qo0YNU+zh4aHw8HAjzszMtHm0Q2GsVquio6NNbR06dLDZt2rVqqb45MmTJV5n06ZNJe4ryfRAPO82/9eC/LsZvPbaa7JarXa/Xn/99SLnLQ2LxaLHH39cDzzwgKndnp8pW/L/rDRp0qTEY1esWHFFa4OCBAAAAAAAAAAAAAD55H+IHxwcbPNT5ZGRkaZ49uzZJV5j+fLlOnr0qBHXrl1b119/vc2++XdOyLsFf1GysrL0/ffflzgnSfLx8THeX0vHPaSlpembb74xtd1///2lmiv/uAULFti9O0ZhOnXqZIrzH+thr/xFJSXNMyMjQzNnzryitXGVFiScOXNGP/74oyZNmqR///vfevTRR/XII49o7969jk4NAAAAAAAAAAAAcKikpCR99dVXysnJKdX4zMxMffLJJ6a22267zWbfkSNHymKxGPH8+fO1ZcuWYtfIzs7WCy+8YGobNWpUof3btGljir/++uti15CkTz75RPHx8SXqm6t69erG+9OnTyslJcWu8c7q22+/VWpqqhGHh4fbtVtAXo0aNVK7du2M+PTp01qyZMkV5ygVLEAICAi4ovmCg4NNcUl3XBg3bpxdO3HAtquqIGHp0qXq0aOHgoKCdPfdd+vll1/W5MmTNX36dH3xxRc6fvy4zXEvv/yyevXqpV69emn06NEVnDUAAAAAAAAAAABQcVJTU/Xggw/qxhtv1Jdffqn09PQSj7148aKGDBminTt3mtqHDRtms//111+vu+66y4hzcnJ077336tixY4WuYbVaNWrUKG3fvt1o8/Hx0aOPPlromLZt2yooKMiI169fr6+++qrIe1m2bJlefvnlIvvY0rx5c1Ou3377rd1zOKP8u1eUdneEXIMHDy5yfkl68MEHtWrVqhLPmZycrBkzZpja2rZtW6r8cnXs2NEUf/bZZzpw4ECRY6ZNm6bJkydf0bq47KooSEhOTlb//v3Vt29frVq1Sjk5OcbWGrnnlBSlXbt2ioqKUlRUlGbOnKldu3ZVRNoAAAAAAAAAAACAw+zatUtDhw5VcHCwRo8erUWLFikhIcFm3/j4eE2dOlVNmzbVokWLTNfuuece9ejRo9B1pk6dKn9/fyOOi4tTeHi4Zs6cqbS0NFPf9evXq1u3bgUeXk+ePFl16tQpdA13d3eNGDHC1PbQQw/pP//5T4E1Dh48qH/+85/q27evMjIy1LBhw0LntaVXr16m+LHHHtNTTz2lBQsW6JdffjGeO0ZFRV01zx3j4uIUHR1txBaL5YoLEgYNGmTaHeOnn35SYmKiqc/SpUvVrVs3NWvWTOPHj9fvv/9u8xiM9PR0LVq0SO3bt1dcXJzR3qpVK910001XlGejRo0UERFhxCkpKeratasWLVqkS5cumfpu375dgwYN0qOPPiqr1aqmTZte0dqQ3BydQHFOnz6tTp06af/+/bJaraYf6ty4uIKEu+++W/Xq1TMqsb766iu98cYb5Zo3AAAAAAAAAAAA4AzOnz+vGTNmGJ88r1GjhgIDA+Xv76+LFy8qISGhwIPkXO3bt9esWbOKnL9evXr68ssvde+99yojI0PS5W33R44cqSeffFJhYWGqUqWKjh49anOdhx9+uMjdEXKNHTtW8+fPN3ZNz8zM1JgxYzR27Fg1btxYXl5eOnHihGl3hhtuuEFvv/227r777mLnz3XXXXepSZMmxnHxFy9e1H//+1/997//LdB3+PDhNncGcDZz5841PVONiIhQgwYNrmjOunXrqkuXLoqJiZEkXbp0SfPnz9ezzz5boO/u3bs1ceJETZw4Ua6urqpXr56qV68uDw8PnT17VocOHVJWVpZpjLe3t2bOnHlFOeaaPHmyunXrZqyRkJCg++67T76+vmrcuLFcXFx07Ngx0xENPj4+mj9/foHjQmAfp94hwWq1ql+/ftq3b5/R5u3traeeekqLFy9WbGxsscUI0uUKn3vvvdeIf/nll3LJFwAAAAAAAAAAAHA0X19ftWrVqtDrp0+f1t69e7VhwwZt377dZpGAi4uLHn30US1fvlxVq1Ytds0777xTv/zyi+lYBenyJ9937dqlLVu2FFjH1dVVL730kr744osS3VfVqlX1448/KjAw0NSekZGhP//8U5s3bzYVI7Rq1UpRUVGm3RtKws3NTd9++63dOys4szlz5pji/MctlFb+XRbyr2NLdna24uLitG3bNm3YsEF79+4tUIxQt25dRUVFlVkxQMeOHTV9+nS5u7ub2lNTU7Vt2zZt2bLFVIwQEBCgJUuWKDw8vEzWr8ycuiBh/vz5WrdunbErQvv27bVv3z599NFHuvPOO9WyZUtJMu2aUJg777xT0uUih23btiklJaX8EgcAAAAAAAAAAAAcJDAwULGxsTp48KDef/999enTRwEBASUaW7t2bT399NOKjY3Vp59+Kj8/vxKvGxkZqQMHDujll18u8vgFLy8v9e/fX9u2bdNbb71V4vklqU2bNtqyZYsGDx4sV1dXm338/f316quvav369apbt65d8+dq3ry5duzYoVmzZmnAgAG6/vrrVa1atULXdGZr1qzRwYMHjdjV1VUDBw4sk7kHDhwoN7e/N+Xfvn27YmNjjXjjxo1699131bNnT/n4+BQ7X6NGjfT6669r7969pmMWysLw4cMVExOjrl27FtrHy8tLDz/8sHbu3Klu3bqV6fqVlcVaki0GHKRFixbGuSsNGzbU5s2bVa1aNVMfFxcXoyBh+fLlhZ5fk5ycrBo1aki6XMCwbt06tW/fvhyzR1nZuXOnWrRoYcR//vmnmjdv7sCMAAAAAACSpOQ46aOWtq89vUMKCKnYfADgGnE+KV3zXvnd5rWhb0SoamCVCs6o/BxPPa7bv73d5rWf7/1ZdX1L9xDJXucST2rGUyNtXhv1yReqFlSr2Dkyjx3XwVtusXmtYVSUPOpVzL04Ev+WWzEuXbqk/fv3m9oaN25seiAI2GK1WhUXF6d9+/bpr7/+0rlz55Seni5vb2/5+fmpTp06atWqlerVq1dma8bGxmrnzp1KTExURkaGatasqfr166tz587y9va+4vnPnj2r6OhoHT16VOfOnVO1atXUvHlzderUSZ6enmVwByhL2dnZ2r17t/bv36/jx48bHyD38/NT3bp11bp1a4WFhVVILkeOHNHatWuVkJCgjIwM+fv7q0mTJurYsWOZ/Gw6C2f4PcNpf3eKi4vTrl27jGKDN998s0Axgj0CAgJUu3ZtJSQkSJL27dtHQQIAAAAAAAAAAAAqBYvFotDQUIWGhlbYmq1bt1br1q3LbX5/f3/179+/3OZH2XJ1dVWLFi1MxWuOUtH/L1RmTntkw8aNGyVdrtbK3bblSlWvXt14n5ycfMXzAQAAAAAAAAAAAAAA25y2IOHkyZOSLldrXXfddfLw8LjiOX19fY33aWlpVzwfAAAAAAAAAAAAAACwzWkLElJTU433eQsJrkTuOSSS5OPjUyZzAgAAAAAAAAAAAACAgtwcnUBhatSoYbwvq+MV4uPjbc4PAAAAAABwrcnIzlBSepKj0wBsys7KUvq5c45Ow2mln72knGzbX59Dx3apSqrT/rOu3ZIuJMn3gqvNa6lJSTp3oWLuNeUMv14CAACUB6f9k2utWrUkSVarVYcOHdKFCxfk7e1d6vn+/PNPnT171ojDwsKuOEcAAAAAAABnk34pXa+ufVUrj65URnaGo9MBTFyzLeq8o4bqn6witxyn3bzVqf32tqMzKHsDVM9m+5LosRWcCQAAAMqa0/6pv0OHDrJYLLJYLMrOztZPP/10RfPNmjXLeO/t7a2bb775SlMEAAAAAABwOq+ufVU/H/mZYgQ4pc47aigswYdiBAAAAKCScNo/+QcFBSk8PFxWq1WS9NZbbyk7O7tUc+3fv1+ff/65UeDQo0cPubk57eYQAAAAAAAApZKRnaGVR1c6Og3AJtdsqf7JKo5OAwAAAEAFctqCBEl68sknjfexsbF65pln7J4jPj5e/fv3V1pamlHcMGbMmDLLEQAAAAAAwFkkpSexMwKcVpUMV3ZGwFXHzd1DPv4Bjk4DAADgquXUfwMYPny4WrRoIUmyWq2aOnWq+vfvr0OHDhU79tKlS/riiy/Url077dmzx9gd4dZbb1WXLl3KO3UAAAAAAAAAwFWuYbv2cvPwcHQaAAAAVy2nPrfAYrFo0aJF6tSpk5KTk2W1WrV48WItWbJEERERateunaTLxQoWi0Vz5szRjz/+qAMHDmjNmjVKSUkxrlmtVtWvX1/z5s1z8F0BAAAAAAAAAJyZm7uHGrZrr9see9rRqQAAAFzVnLogQZKaNGmixYsXq3///jp16pQkKScnR+vWrdO6deuMflarVV9++aUplmQUI9StW1eLFy9WzZo1K/YGAAAAAAAAnMCc2+eolk8tR6eBSiw1KUlLosfavNbzxedVJcC/gjNyXulnL2n1lL9sXuvyRANV8Xf6f9Yttepe1eXh4vgdCXz8A9gZAQAAoAxcFX9yjYiIUGxsrIYNG6bffvvNdM1isdgck1uIYLVa1bNnT82fP19BQUEVkS4AAAAAAIDTqeVTS3V96zo6DVRi5y4U/k+RYXVvULUgCmZynU9K11rXczavXVevmaoGVqngjAAAAIDScXF0AiVVu3ZtLV++XDExMbrnnnvk6+trFBzYenl6eur222/Xb7/9puXLl1OMAAAAAAAAAAAAAABABboqdkjIq3PnzurcubNycnIUGxur3bt36/Tp0zp79qy8vb0VGBiosLAwdejQQZ6eno5OFwAAAAAAAAAAAACASumqK0jI5eLiojZt2qhNmzaOTgUAAAAAAAAAAAAAAORz1RzZAAAAAAAAAAAAAAAArh5X7Q4JAAAAAAAAwNXkUla2LpzLdHQaDpOafLHIaxaX9ArMxrmlns1wdAoAAABAmXDqgoQ2bdpoxIgReuCBBxQYGOjodAAAAAAAAAC7ZWVma8Xc3Tq8PUnZWTmOTsdhcrLPFXrtu8lb5eJarQKzAQAAAFARnPrIhtjYWD377LOqW7eu+vXrp++++05ZWVmOTgsAAAAAAAAosRVzd+vA5sRKXYwAAAAAoHJy6oKEXFlZWVqyZIkGDhyo2rVr66mnntKmTZscnRYAAAAAAABQpEtZ2Tq8PcnRaQAAAACAQzh9QYLVapXFYjHenzlzRlOnTlWHDh3UrFkzvfvuu4qPj3dwlgAAAAAAAEBBF85lsjMCyoyru4u8q3k4Og0AAACgxJy6IGH//v165ZVXFBISIqvVKkmm4oQ9e/bopZdeUkhIiG677TYtWLBAFy9edGTKAAAAAAAAAFAuwloFys3d1dFpAAAAACXm1AUJDRs21MSJE3Xo0CFFR0drxIgR8vX1NRUnWK1WZWdnKyoqSkOGDFFwcLBGjx6t1atXOzh7AAAAAAAAALhyru4uatQuSD2GNXV0KgAAAIBd3BydQEl17dpVXbt21ZQpU/Tdd99p3rx5ioqKKnCkw/nz5zVz5kzNnDlToaGhGj58uIYOHaqwsDAH3wEAAAAAAADwt7vHtJGvv6ej06gwKacTtfDVL2xeu2dMG/nVCKrgjK4e3tU82BkBAAAAV6WrpiAhV5UqVfTggw/qwQcfVEJCgubNm6d58+Zp586dksxHOhw+fFgTJkzQhAkT1LlzZ40YMUIDBw6Ur6+vI28BAAAAAAAAkK+/p6oGVnF0GhXGmuNV6DXfAK9K9bUAAAAAKgunPrKhOLVr19YLL7ygP/74Q5s3b9aTTz6pGjVqmI50kC4XJ6xZs0ajRo1ScHCwhgwZ4si0AQAAAAAAAAAAAAC45l3VBQl5tWnTRh9//LHi4+P1f//3f7rnnnvk7u5uFCdYrVZZrVZduHBBCxYscHC2AAAAAAAAAAAAAABc266ZgoRcbm5u6tu3r7755hslJCRoypQpuvnmmyX9vWMCAAAAAAAAAAAAgKvb7NmzZbFYjNfs2bMdnRKAfK65goS8AgIC1LRpUzVt2lSenp6OTgcAAAAAAAAAAAAAgErjmixI2L9/v8aNG6ewsDD17NlTc+fOVWZmpqPTAgAAAAAAAAAAACpM/h0EunXrVuq5oqOjTXOFhoaWWZ4Arl1ujk6grJw9e1YLFy7UnDlztHHjRkmS1WqV9PdRDblx27ZtHZMkAAAAAAAAAAAAAACVxFVdkJCdna1ly5Zpzpw5Wrp0qbELgtVqNaqzrFarrFarateurSFDhmj48OFq1qyZgzMHAAAAAAAAAAAAAODadlUWJGzdulVz5szRwoULlZSUJMn2bgheXl7q37+/hg8frltvvVUuLtfkCRUAAAAAAAAAAAAAADidq6YgISEhQfPmzdO8efO0a9cuSeYihLy7IXTs2FHDhw/XoEGDVLVqVUemDQAAAAAAAAAAAABApeTUBQnp6en67rvvNHfuXK1YsUI5OTmFFiGEhIRo6NChGjZsmBo1auTgzAEAAAAAAAAAAAAAqNycuiChVq1aSktLk2TeDSG3CMHX11f33nuvhg8frm7dujkwUwAAAAAAAAAAAAAAkJdTFySkpqbKYrFI+rsQQZK6d++u4cOHa8CAAfL29nZkigAAAAAAAAAAAADscO7cOcXExOjAgQNKT09XjRo11KhRI3Xu3Fmenp6OTs8u27dv1+bNm5WYmChPT08FBwerY8eOCg0NveK5c3JytHHjRu3fv1+JiYnKzs5WUFCQwsLC1LFjR7m7u1/5DTihrKwsrVu3Tn/++afOnj2rqlWrqn79+oqMjFRAQICj04OdnLogQfp7Z4TGjRtr2LBhGjp0qBo0aODgrAAAAAAAAAAAAADY0q1bN61atcqIc5/3JSQkaOzYsZo/f74yMzMLjPPx8dEzzzyjl156ST4+PuWW3549e3THHXfoyJEjRlvv3r319ddfm9aNjo5W9+7djXj8+PF67bXXJEkLFizQhAkTtHfvXptrtG/fXpMnT1bnzp3tzi8xMVETJ07UwoULdfr0aZt9/Pz8dPfdd2vixIkKCQkpcr45c+ZoxIgRRjx37lwNHTq0yDFPP/20Pv74Y1PbX3/9pfr16xc5rlWrVtqxY4ckKSgoSCdOnDA+gJ7rtdde04QJE4x45cqV6tatmzIyMvTuu+/qww8/1JkzZwrM7erqqgEDBmjSpEnF3jOch4ujEyhKtWrV9Mgjj2jt2rXau3evxo4dSzECAAAAAAAAAAAAcJVZvXq1WrRooVmzZtksRpCktLQ0vfnmm+revbvNB9JlYd26derUqZOpGGHkyJH64YcfSlQEkZmZqSFDhuiBBx4otBhBkjZs2KBu3bpp9uzZduX39ddfq1GjRpoyZUqhxQiSlJKSorlz56pJkyaaMmVKkXP26NHDFK9YsaLYPH777bcCbcWNO3XqlP744w8j7t69e4FihMIcP35cHTp00Kuvvlro9z47O1v/+9//1K5dO23btq1E88LxnLog4cSJE/rss88UERHh6FQAAAAAAAAAAAAAlMKWLVt0xx13GA+aXVxc1LBhQ918881q3LhxgYfWmzZtMn2iv6x8//336tmzp+mB97hx4zRjxgy5uZVsY/nhw4dr/vz5RhwQEKCWLVuqTZs28vf3N/XNzs7WqFGjtGnTphLNPX36dA0ePFgpKSmmdl9fXzVv3lytW7cusEZGRoaefPJJTZw4sdB569evr0aNGhlxcYUFJ0+e1M6dOwu02ypSyGvlypXGbhhSwUKIwpw9e1a33HKLYmNjjba6deuqXbt2atGiRYFjPJKSktS3b1+dP3++RPPDsZz6yIar7YwYAAAAAAAAAAAAZ5WTnaPU5AxHp1Ep+AZ4ysXVqT8XXKHuu+8+paWlqXr16nrllVc0bNgw1ahRw7geHx+vsWPHmnYTWLx4sX766SfdcccdZZLD1KlT9dRTTyknJ0fS5e3/p06dqkceeaTEc8ybN0+HDh2SJN1+++0aP3682rdvbxRUZGdna/HixXriiScUHx9vtD355JPasGFDkXNv3bpVTzzxhJGfJDVo0ECTJ09W3759jeem2dnZioqK0nPPPWcqGhg/frxuuummQr9ePXv21IEDByRdPnrhwIEDpiKFvAorWCiukCF/wULPnj2L7J/rueee06FDh+Tm5qZHH31UzzzzjBo2bGhcT0tL02effaaXXnpJWVlZkqRjx47pzTff1KRJk0q0BhzHqQsSAAAAAAAAAAAAUDZSkzM075XfHZ1GpTD0jQhVDazi6DScxqFDhxQaGqqoqCjTg+ZcderU0axZs+Tu7q7p06cb7Z9//nmZFCS8/PLLevvtt43Y29tbCxcuVJ8+feyaJ7cYYdy4cTZ3JHB1dVX//v3VrFkzhYeH68KFC5KkjRs3avv27WrVqpXNea1Wq0aMGGE8bJekVq1aKTo6usCOCK6urrrtttvUrVs39e7d21QkMHLkSB08eFBVqhT82evRo4emTZtmxL/99luJChLCw8ON4xGOHz+uvXv3qkmTJsWOa9Cggc3vtS2HDh2Sp6envvvuO/Xu3bvAdR8fHz333HMKDg7WkCFDjPbZs2frjTfekLu7e4nWgWNQmgUAAAAAAAAAAACg3Li6umrRokXFPqCeNGmSvLy8jPjXX3817Rhgr6ysLA0bNsxUjBAYGKgVK1bYXYyQq1+/fkUejyBJ119/vZ566ilT208//VRo/+XLl+uPP/4wYm9vb/34448FihHyyn2AHxwcbLQlJCToq6++stm/e/fupqMxijp+IW9hwcMPP6ywsLBixx09etTYgUEq+XENud555x2bxQh5Pfjgg2rfvr0RJyYmasuWLXatg4pHQQIAAAAAAAAAAACAcnPvvfeqXbt2xfYLCAhQr169jPjChQvas2dPqdZMSUnRnXfeqXnz5hltYWFhWrt2remhtr3eeuutEvUbNGiQKd66dWuhfWfMmGGKn332WTVo0KDYNapVq6bXXnvN1Pb555/b7FuzZk21aNHCiKOjo2W1Wgv0i4uLM3aCkC4fu5D36IXCjm3IX6hgT0FC3bp19cQTT5Sorz1fVzgHhxzZkPcXEkmyWCz65Zdfiu1XVgpbDwAAAAAAAAAAAEDZyv8QuSitW7fWjz/+aMRHL0dzzAAAIABJREFUjx5Vs2bN7FrvxIkT6t27t3HUgCS1adNGy5YtU61ateyaK68bb7yxxLm0aNFCbm5uunTpkqTL91GYmJgYU/zQQw+VOKfBgwfr2WefVXp6uiRpy5YtunDhgry9vQv07dmzp7ETw6lTp7Rjx44Cx0jkLSyoXbu2mjZtqp49expFEytXrpTVajXttiAVLFTIW8RQnHvuuafExy60bt3aFBf1dYVzcEhBQlRUlPFDausH1la/slLUegAAAAAAAAAAAADKVkl2R8gVFBRkis+dO2fXWnv37tXtt9+uI0eOGG29evXSt99+K19fX7vmys+e+3B3d5e/v7+SkpIkFX4fR44c0cmTJ404JCSk2KMt8qpataratWun1atXS5Kys7O1adMmRUZGFujbo0cPffjhh0a8YsWKIgsScnc5yLvbwZkzZxQbG6vw8HDTuLwFCU2aNFGdOnVKfA8V+fOBiseRDQAAAAAAAAAAAADKTf6HyEXx8fExxbmf/C+J9evXq1OnTqZihGHDhmnJkiVXXIwg2XcfkvleCruPuLg4U9yyZUu788pfVPDXX3/Z7BcZGSlXV1cjzn/MgnR5B4RcubscBAUFmY57yD9u7969On78uBHbc1xD7vwldSU/H3AMh+yQIMnmmSRX0g8AAAAAAAAAAACF8w3w1NA3IhydRqXgG+Dp6BScipeXV6nH2vOscNq0aab4scce09SpU0u9dn7lcR/JycmmODAw0O6584/JP2euqlWrqm3bttq4caOky0dFXLp0SW5ulx8Z7969WwkJCUb/vMcu9OjRQ3/++aekywUJY8aMMa7lP67B3oKEivr5gGM4pCAhKyurTPsBAAAAAAAAAACgaC6uLqoaWMXRaaAC5T5ozpWRkVHquS5evGiK3d3dSz1XefH09DTd4y+//KK4uDiFhIQ4MKuipaammuL8OwCURP4xKSkphfbt2bOnUZCQkpKiTZs2KSLicqFS3p0PGjVqpAYNGpjGffzxx5Kk1atXKysry/gZyDvOYrGoe/fudt8Drl0OObLB1dW1wKuk/crqBQAAAAAAAAAAAFzL/P39TXH+h9/2yP+QO//czuCtt95S27ZtjfjQoUOKjIzUoUOHHJhV0fIfJZGWlmb3HPnH+Pn5Fdo3/+4FeYsJ8u50kL9f3uMe0tLStGHDBkmXdyiIjo42+rVq1Uo1atSw7wZwTXNIQQIAAAAAAAAAAACA8pW/aODkyZOlnisxMbHIuZ1B9erV9dtvv6lDhw5GW1xcnLp27ap9+/Y5MLPCBQQEmOLTp0/bPUdSUlKRc+bVqVMneXr+faRIbkFCTk6OqbAg73ENklStWjVTsUfuuNjYWFPO9h7XgGsfBQkAAAAAAAAAAADANSgsLMwUnzp1qsDD65LauXOnKQ4NDS1tWuWqWrVq+vXXX9WlSxej7fjx44qMjNSuXbscmJlt+Y+T2L59u91z5B9T1BEVVapUMRVs/P7770pPT9e2bduUnJwsqfBjF/IWKeTuppB3VwWJggQU5NQFCfHx8cYrKyvriubKysoyzQcAAAAAAAAAAABcy+rWrat69eqZ2tauXVuqufKPi4iIKHVe5c3Pz08///yz6eH4iRMn1K1bN+3YscOBmRUUGhqqWrVqGXFcXJxdR0ykpKRo8+bNRuzm5qZ27doVOSZvYUFGRobWrl1rKixo2bKlatasWWBc3q/n+vXrdeHCBdM4Nzc3de3atcS5o3Jw6oKEevXqqX79+qpfv75Wr159RXPFxMQYczVo0KCMMgQAAAAAAAAAAACcV2RkpCleuHCh3XPs2rWrwIN8Z3/w7O3trSVLlui2224z2k6dOqXu3btr69atDsysoPzfo9mzZ5d47IIFC5Senm7E7dq1k7e3d5Fj8u9isGLFCuMIBqngcQ258h73kJmZqZUrVyomJsa4ftNNN8nPz6/EuaNycOqCBEmyWq1lOlfuCwAAAAAAAAAAALjWjR492hQvWrRI27Zts2uOF1980RR3795djRo1uuLcyluVKlX0ww8/qE+fPkbbmTNn1LNnT23YsMGBmZmNGjXKFL///vs6duxYsePOnz+v1157zdSW//tty8033yxfX18j/vnnn7VmzRojLuzYhSpVqqhjx45G/M477yg1NbXYcajcnL4gwWKxODoFAAAAAAAAAAAA4KoUGRmpm266yYizs7M1YMCAEh8LMG7cOC1evNjUNmbMmDLNsTx5enrq22+/1b333mu0nT17VrfeeqvpIbwj3XLLLWrZsqURp6WlqV+/fjp37lyhYzIzMzVw4EAlJCQYbbVr19YDDzxQ7Hru7u7q3LmzEW/btk1paWmSij92IW/RQf6vHwUJsMXpCxIAAAAAAAAAAAAAlN7s2bNN2/gfOnRI4eHhmjhxog4ePFigf3p6un7++WdFRkbqjTfeMF0bMWKEevfuXe45lyV3d3ctXLhQgwcPNtpSUlJ0++23a+XKlQ7M7DKLxaJZs2bJ3d3daNu6datat26tb7/9VpmZmUZ7Tk6Oli9frnbt2unXX381zTNz5kx5eXmVaM3CjmW4+eabizx2obBxXl5ept0TgFyVpiDh4sWLxvuS/o8IAAAAAAAAAAAAXO2aNWumOXPmyNPT02g7f/68xo8fr0aNGqlWrVpq2bKl2rdvr8aNGysgIEB33HGHYmJiTPN07dpVU6ZMqej0y4Sbm5u+/PJLDR8+3GhLS0vTnXfeWeDBviO0adNGU6ZMkYvL349vjxw5ogEDBigwMFAtW7ZUeHi4AgMD1atXL/3xxx+m8RMmTNDtt99e4vUK282gsIKDXDfddJPNgoWOHTvyDBY2VZqChLzbzlStWtWBmQAAAAAAAAAAAAAVa8CAAYqOjlaDBg0KXEtMTNQff/yhjRs36sCBA8rIyDBdd3Fx0eOPP66oqCjTTgtXGxcXF82aNUujR4822tLT09W3b18tXbrUgZldNnr0aC1YsKDAA/+UlBT98ccfio2NVXJysumap6en/vvf/+rVV1+1a63WrVurevXqBdqLK0go7EgHjmtAYSpFQUJOTo7mzZsn6fKWJ40bN3ZwRgAAAAAAAAAAAEDF6tChg/bv36/p06erbdu2pk/j21KjRg2NGDFCf/75p6ZMmWI6UuBqZbFYNG3aND355JNGW0ZGhu655x59//33Dszssvvuu08HDhzQE088YbNgIJefn5+GDRumPXv26IknnrB7HRcXF3Xr1s3UVqVKFUVERBQ71lbRAgUJKIzFarVaHZnAV199Vei1IUOGyGKxSJJefPFFNW/evMTzWq1WXbhwQYcPH9YPP/ygPXv2yGq1ymKx6F//+pfee++9K84dFWPnzp1q0aKFEf/55592/SwAAAAAAMpJcpz0UUvb157eIQWEVGw+0PHU47r9W9vbtP5878+q61u3gjPC+aR0zXvld5vXhr4RoaqBVSo4I8c5l3hSM54aafPaqE++ULWgWhWcEVC2Mo8d18FbbrF5rWFUlDzqXfu/BvNvuRXj0qVL2r9/v6mtcePGcnNzc1BGuJqdO3dOGzZsUHx8vE6fPq2MjAz5+/urRo0aatasmVq0aGE8q0PFy87O1saNG7V//34lJiYqJydHNWvW1HXXXaeOHTteEwUiKF/O8HuGw393ylt0YEtuvcQ777xT6jVyCxGky1VPQ4cOLfVcAAAAAAAAAAAAwLWgWrVq6tWrl6PTQCFcXV0VERFRol0LAGfl8IKEXMVt1FDajRwsFossFosx/l//+pdatizk0xsAAAAAAAAAAAAAAKBMOEVBQnmeGpE7d/PmzfXcc89pxIgR5bbW1eDixYtat26d9uzZo+TkZHl4eKhevXpq3769rrvuOkenBwAAAAAAAAAAAAC4Rji8IGH69Ok2261Wqx555BHjqIVnn31WTZs2LfG8Li4u8vHxUfXq1dW8eXPVrl27TPKtSIMHD9bChQtNbSEhITpy5Ijdc506dUoTJkzQ7NmzlZaWZrNP27ZtNW7cOPXr16806QIAAAAAAAAAAAAAYHB4QcLIkSMLvfbII48Y73v37q0ePXpUREpOYfHixQWKEUorOjpaAwcOVFJSUpH9tmzZov79+2vYsGGaPn26PDw8ymR9AAAAAAAAAAAAAEDl4/CChOKU53EOzurcuXN67LHHymSuNWvWqHfv3kpPTze1+/v7KywsTMnJyTp69Kiys7ONa3PnzlVqaqq++eYbY4cKAAAAAAAAAAAAAADs4eLoBIqyf/9+49WxY0dHp1Nhnn/+eR0/flyS5OPjU+p5kpOTNWjQIFMxQkhIiP7v//5PZ86c0datW3X48GEdOXJE//jHP0xjv/vuO33wwQelXhsAAAAAAAAAAAAAULk5dUFCw4YNjZeXl5ej06kQ0dHRmjFjhiTJxcVF48ePL/Vc7733nuLj4404LCxM69atU79+/Uw7H9SrV0+fffaZ3nzzTdP4iRMnKjk5udTrAwAAAAAAAAAAAAAqL6cuSKhs0tPTNWrUKOOYiqeeeko33XRTqeY6deqUPvnkE1Pb9OnTVadOnULHvPTSS+ratasRnzt3TpMnTy7V+gAAAAAAAAAAAACAyo2CBCcybtw4HTx4UJLUoEEDvfHGG6Wea+HChUpNTTXirl27qmfPnkWOsVgsBXZkmDlzplEgAQAAAAAAAAAAAABASVGQ4CQ2bdqkDz/80IinTJkiX1/fUs/3ww8/mOKRI0eWaFz37t0VFhZmxCdOnND69etLnQcAAAAAAAAAAAAAoHK6qgoSzp8/rxkzZujhhx9WeHi46tevLz8/P3l4eNj18vT0dPStmGRlZWnkyJHKzs6WJA0cOFB33XVXqedLTU1VTEyMqa1Xr14lGmuxWHTLLbeY2pYsWVLqXAAAAAAAAAAAAAAAlZOboxMoiczMTI0dO1bTpk1TWlqa0V7aowQsFktZpVYm3n77bf3xxx+SJH9/f3388cdXNN/OnTuVlZVlxGFhYQoODi7x+E6dOmn69OlGHBsbe0X5AAAAAAAAAAAAAAAqH6cvSDh9+rRuueUW7dixwyhAsFgsslqtpsKC/HF+pS1eKG+7du3Sm2++acSTJk2yq3jAlt27d5viZs2a2TU+f//88wEAAAAAAAAAAAAAUBynLkjIzs7WgAEDtH37dkl/FyLUrFlTISEh2rRpk9HeokULeXl56cyZM4qLizOOP8gtUggJCVG9evUccyOFyMnJ0ciRI5WZmSlJ6tKli0aPHn3F8+7du9cU169f367x+fvHxcXp4sWL8vLyuuLcAAAAADi5rItS6klHZ4Grxfl4R2cAXNWyTpxU5kV3R6dRYbLOJBV+7cQJZWZeqsBsgLJ36eQJR6cAAADgdJy6IGHBggVatWqVUVTQoEEDTZs2Tb169ZIkubi4GNc+/PBD9ejRQ5J04cIFrVq1SlOmTNGyZctksViUlJSk8ePHa8SIEQ65F1s+/vhjrV+/XpLk4eGhzz//vEyOk0hMTDTF9hZi1KpVS25ubrp06fJfAnNycnT69GnVrVv3inMDAAAA4KQyL0g/PCHtXSZduujobACgUogb8qCqXDzj6DQqzAV3N6lZiM1rcQ8OkXcWBQkAAADAtcapCxImT54s6fJxC/7+/oqOjlZIiO2/tOTl7e2tO+64Q3fccYd+/PFHDR8+XOfPn9fIkSOVlpamJ554orxTL9bhw4f1yiuvGPFLL72kG264oUzmTk1NNcU+Pj52jbdYLKpSpYpSUlIKnbO0EhMTderUKbvGHDhwoEzWBgAAAFCEH56Qdn7n6CwAAAAAAABwDXHagoTExETt2LHD2DHg3//+d4mKEfLr27evli1bph49eigjI0PPPvusOnbsqPDw8LJO2S6PPPKI0tLSJEk33HCDXn755TKbO3/xQGmOWiivgoSpU6dqwoQJZTIXAAAAgDKSdfHyzggAgDKX8/+P6gQAAACAysjF0QkUJvcoA6vVKkkaOnRokf1z+9kSERGhZ599VpKUnZ1t2pnAEb744gtFRUVJurwbweeffy4PD48ym//iRfP2qqWZ29PT0xSnp6dfUU4AAAAAnFjqSY5pQNly85J8azk6C8ApZJ9JdnQKABzM4ukpt5qBjk4DAADAIZy2IOHEiRPG++DgYNWpU6fI/vkfwuf3+OOPS7pcuPDLL78oKSnpypMshYSEBI0ZM8aIR40apS5dupTpGvl3RMgsRSV+RkZGkXMCAAAAAFCoJr0ld/4eCQCAJPn17CGXfB8AAwAAqCyc9siGM2fOSLq8g0BwcLDNPh4eHsrKypJU/Cf469Wrp9DQUB05ckRWq1W///67+vTpU7ZJl8ATTzyhs2fPSrpcaPHuu++W+Rq+vr6muLhiDVvyfz3zz1lajz/+uAYOHGjXmAMHDqh///5lsj4AAAAAoBy5eV0uRug3xdGZAADgcBZPT/n17KHab77p6FQAAAAcxmkLElxdXY33+Y8PyFW1alUlJSXJYrEoPj6+2DmDgoJ05MgRSdKhQ4fKJE97LFq0SN9//70Rf/TRR/L39y/zdfIXD6Slpdk13mq1lltBQlBQkIKCgspkLgAAAAAV4KGfpapF71gHGHxrsTMCYIe6H36ogEaV59fY82eSpDfH2rwWMv9LVa3Olva4trjVDGRnBAAAUOk5bUFC3gf158+ft9knMDDQOHrh4MGDxc6Z98G8vQ/py8Lzzz9vvL/zzjt13333lcs6+R/4Hzt2zK7xJ0+e1KVLl4zYxcVFgYH8hRAAAAColKrWkQJCHJ0FAFyT3AJryqNeXUenUWHcPQr/p0j34GB5BNWqwGwAAAAAVAQXRydQmEaNGkm6/Gn9kydP2uzTokUL4/3q1auLnC81NVX79u2TxWKRVHaf+LdH7lENkrR06VJZLJZiX927dzfNERcXV6BPbGysqU+TJk1M8V9//WVXnvn7h4SEyMuLT7gAAAAAAAAAAAAAAErOaQsS8hYbnDlzRomJiQX6tGvXTtLlooXt27dr27Zthc736aefKisrS1arVZIUGhpatgk7kRtuuMEU79q1y67xu3fvLnI+AAAAAAAAAAAAAACK47QFCTVr1tT1119vxOvWrSvQJ/fIA4vFIqvVqiFDhtg8nuD777/Xq6++auyO4Orqqq5du5ZT5o7XvHlzubu7G/GRI0eUkJBQ4vFr1641xa1bty6z3AAAAAAAAAAAAAAAlUPhB7c5gVtvvVX79u2TJC1btkz9+/c3XQ8NDdVdd92lJUuWyGKxaPfu3WratKl69+6tJk2aKDMzU2vWrNHvv/9u7IxgsVg0aNAg+fv7V/j9/PDDD8rKyrJrzPbt2zVmzBgjrlWrlr788ktTn9zjLXL5+fmpa9eu+u2334y25cuXa9iwYcWuZ7VaFRUVZWrr06ePXTkDAAAAAAAAAAAAAODUBQn33XefpkyZIqvVqkWLFumDDz6Qj4+Pqc/HH3+smJgYpaSkyGKxKC0tTd98842pj9VqNXZRqFmzpiZNmlSRt2GIjIy0e4ybm/lb5OXlpVtuuaXYcX379jUVJHzxxRclKkhYuXKlDh8+bMS1atVS+/bt7cgYAAAAAAAAAAAAAAAnPrJBkrp06aKnn35a//jHP3T//fcbuyXkFRoaqp9//ln+/v5G4UF+ucUIderU0bJly1SnTp2KSN+h7r//flPxRkxMjFasWFHkGKvVqgkTJpjaHnroIbm4OPWPCQAAAAAAAAAAAADACTn9k+YPPvhAn376qT799FOFh4fb7NOhQwft3btXTz75pIKCgmS1Wk2vWrVq6fnnn9f27dvVpk2bCr4DxwgKCtKTTz5pahs1apTi4+MLHfP2228rJibGiKtVq6bnn3++3HIEAAAAAAAAAABA5XTkyBFZLBbjNWLEiHJba8SIEaa1jhw5Um5rATBz+oKEkgoMDNTHH3+shIQEHTx4UOvWrdPatWt18OBBxcfHa9KkSapRo4aj06xQL7zwgoKDg4348OHD6tixo3788UdZrVaj/dixY3r00Uc1duxY0/ixY8eqevXqFZYvAAAAAAAAAAAAAODacc0UJOQVFhamDh06KCIiQmFhYY5Ox2GqV6+u//3vf/Ly8jLa4uLi1K9fP1WvXl1t2rTRddddp9DQUE2bNs00tl+/fhozZkxFpwwAAAAAAAAAAIAr8Prrr5t2Axg8eLDdczRu3Ng0h6enp9LT0+2aY8KECaY5BgwYYHceAK5+12RBAv7WtWtXLV26tMBOB2fPntW2bdt0+PBhZWdnm6498MAD+t///ieLxVKRqQIAAAAAAAAAAOAKRUZGmuLVq1fbNT4+Pl4HDhwwtWVmZmr9+vV2zbNq1aoi83JWFXmUBFAZUJBQCfTo0UO7du3SY489Jm9v70L7hYeH69tvv9X8+fPl6elZgRkCAAAAAAAAAACgLLRv3960e/bx48d18ODBEo+PiYmxq92WrKysAgUMV0tBAoCy5eboBFC0bt26yWq1XvE8tWrV0tSpU/Wf//xH69at0+7du3X27Fl5eHiobt26at++vRo1alQGGQMAAAAAAAAAAMBRPD09dfPNN5sKCGJiYtSwYcMSjS+LgoRNmzaZjnioXr26brzxxhKPL2uzZ8/W7NmzHbY+UJlRkFDJVKlSRT179lTPnj0dnQoAAAAAAAAAAADKQWRkpKmAYNWqVXrooYdKNDbvuDZt2mjr1q2SpN9//11ZWVlyd3e3aw5J6tKlC0eFA5WUQwoSvvrqK0csa/LAAw84OgUAAAAAAAAAAACgzEVGRur111834pLubnD69Gnt2rXLiF988UXdf//9ysnJUXp6ujZt2qSOHTsWO0/+9TiuAai8HFKQMGTIEIdXQVGQAAAAAAAAAAAAgGtRRESE3N3dlZWVJUk6fPiwjh07pnr16hU5bvXq1cZR4m5uburdu7datGihHTt2SLpcaFBcQUJOTo7Wrl1raqMgAai8HHpkQ+4vaBXFYrHIarU6vBgCAAAAAAAAAAAAKC/e3t5q166dfv/9d6MtJiam2A/s5t3ZIDw8XD4+PurSpYupIOHFF18sco7Y2FidP3/eiKtVq6bWrVuX5ja0d+9ebdiwQfHx8XJ1dVVQUJBuvvlmNW3atFTzOdrZs2e1bt06JSQk6NSpU/Ly8lLNmjUVHh6uZs2aOTo9oFw4rCChoosRHLUmAAAAAAAAAAAAUNEiIyNNBQmrVq0qtiBh1apVxvuuXbtKkrp06aIpU6ZIktauXavs7Gy5urqWaA5J6ty5s1xcXOzK/ddff9XYsWO1efNmm9ebNm2qSZMmqU+fPiWab8SIEZozZ44RHz58WKGhoaY+oaGhiouLKzB2zpw5prH5zZo1SyNGjChy/cWLF2vy5Mlat26dLl26ZLNPgwYN9Mwzz+jxxx+Xp6dnkfMBVxOHFCRMnz7dEcsCAAAAAAAAAAAAlUJkZKTeeecdI867+4Et58+f1/bt2424S5cupv/m9omNjVXbtm0LnSf/OvYe1/DCCy/ovffeK7LP7t271bdvX02cOFHjxo2za/6KlJiYqEGDBik6OrrYvn/99Zf+9a9/6bPPPtOyZcvUsGHD8k8QqAAOKUgYOXKkI5YFAAAAAAAAAAAAKoVOnTrJ1dVV2dnZkqQ9e/YoMTFRQUFBNvvn7n4gXT4GPbcQoU6dOgoLC9Phw4clXS44KKwgwWq1as2aNaY2ewoSXnzxRVMxgp+fnxo0aKAqVaooLi5Op06dMvV/9dVX1bx5c91zzz0lXqOi7N+/X7fddpvxdctlsVgUEhKiwMBAZWRk6PDhw0pNTTWu79u3TxEREVqzZo2uv/76ik4bKHMOO7IBAAAAAAAAAAAAFScnO1spp5McnUal4FcjUC5FHGtQITn4+Sk8PNx07EFMTIwGDBhgs3/enQ2aN2+u6tWrG3GXLl2MB+urVq3Ss88+a3OOXbt2KSnp758xX19ftWnTpkT5xsTEGGu0b99er7/+urp37y43t8uPM61Wq1atWqXHHntMe/bsMcb985//VN++fY1+pTV//nylp6fr5MmTGjJkiNHeq1cvPf/884WOa968eYG2CxcuqF+/fqZihLCwML344osaOHCgAgICjPZLly4pKipKY8eO1datWyVJp06d0qBBg7R+/XqOb8BVj4IEAAAAAAAAAACASiDldJJmPMUu1hVh1CdfqFpQLUenocjIyFIVJOQ9piE3njt3riRpzZo1slqtslgsRc4hXd6loaSFArkP70eMGKEZM2bINV9Bh8ViUbdu3RQTE6PWrVsrPj5eknT8+HEtXbpU/fr1K9E6henUqZMk6ciRI6b22rVr65ZbbrFrrueee067d+824j59+uirr76Sr69vgb5ubm66/fbb1b17dw0ePFjff/+9JCk2NlZTp04ttPgDuFq4ODoBAAAAAAAAAAAAAGWva9eupjh/wUCu9PR0U+FC/nF5CxROnz6tnTt32pwn//z2HNcgSe3atdPnn39eoBghr5o1a2rcuHGmtp9++smudcrT0aNHNWPGDCNu2bKlFi1aZLMYIS9PT099+eWXCg0NNdo++ugj4xgN4GpFQQIAAAAAAAAAAABwDerSpYtcXP5+HPjHH3/o7NmzBfqtX79emZmZpnF5NWnSREFBQUZcWGHD6tWrTbG9BQkTJ06Uu7t7sf3uu+8+U5x71IEzmDJlii5dumTE7733XomPXfD29jbtiBAXF2cqFAGuRhQkAAAAAAAAAAAAANeggIAA3XjjjUack5NToGhAMhcYXHfddapbt26BPp07dzber1q1qsD1gwcP6vjx40bs7e2tm266qcS5VqtWTbfddluJ+lavXl0NGjQw4qNHj5Z4nfK2bNky431wcLDdxz306tXLFNv6fgFXEwoSAAAAAAAAAAAAgGtU/l0KbO1ukLfAIP/uCLbabT0kz1+kEBERUaLdDnK1adPGtJtDcfLu2HDu3LkSjyvayqUdAAAgAElEQVRPycnJ+vPPP43Y3nuSZCq0kKTdu3eXSW6Aozh1QYKHh0e5vEq6LQoAAAAAAAAAAABwNevataspzl+QkJWVpfXr1xfaP1fegoSEhATt37+/yHntPa4hb4FBSfj4+Bjv09PT7RpbXvbu3Sur1WrEy5Ytk8ViseuV974k6cyZMxV9G0CZcnN0AkXJe75KWbJYLOUyLwAAAAAAAAAAgLPyqxGoUZ984eg0KgW/GoGOTsGQv8Bg69atSk1Nla+vryRp06ZNpgf6he2Q0Lp1a/n5+SklJUXS5R0RGjdubFy/0oIELy8vu/o7o9OnT5f5nM6y+wNQWk5dkCBdLh7IW0lUkv622DMHAAAAAAAAAADAtcbF1VXVgmo5Og1UsJo1a6pZs2batWuXpMsfCF63bp169eolyVxIEBwcbCoyyMvV1VURERH69ddfjXGjRo2SJB07dkyHD/8/9u49zMu6zh//654DM5yGgxwEOaioqJj5Q800RNPWU5b1LbfLpNQsa3XXw276zdVIUlq33LRy1bQ0xXTX0tW2NFNRcc1FS1FIDiIgIAc5zgAzzPH+/sGPTwzOCHO8P8w8HtfFxee+3/f9vp8fmC5yPs95vxfnri0tLY1jjjmmQ95PPtu4cWO7z9nQ0NDuc0JnyutCwnHHHdfi1QwqKytjzZo1sXz58oj4a0Fhn332iX333be9IwIAAAAAAEBemzhxYq6QELGtTNBUIaG51RF2HN+xkLDjfDs65phjuuUW6r169Wp0/PGPfzz++Z//uU1zDhgwoE33Q9byupDwP//zP62+d/Xq1fEf//EfcdNNN8W7774b69ati+9+97txwQUXtGNCAAAAAAAAyG8nnHBC3HHHHbnj7QWChoaGePHFF3Pnd97eYWc7FhbeeeedWLp0aYwaNarN2zV0FYMGNd6qo7S0ND7xiU9klAbyQ0HWATrK0KFD47LLLovZs2fHySefHFu3bo2vfvWrcfvtt2cdDQAAAAAAADrNzgWBl19+ObZu3RqzZs2KioqK3PldFRKOOeaY6NGjR+74+eefj4j3r5DQXQsJ++23X6PjhQsXZpQE8keXLSRs179//3j00Udj7NixkaZpXHbZZfHqq69mHQsAAAAAAAA6xbBhw+LAAw/MHVdXV8fMmTMbFQn69+8fhx122AfOU1paGkcddVTueMaMGbFmzZqYO3du7lyPHj3i2GOPbcf0naugoPHHp2ma7va9I0aMiAMOOCB3/NZbb8WyZcvaLRvsibp8ISEionfv3nH99ddHRER9fX1ceeWVGScCAAAAAACAzrPz6gczZszIrXAQETFhwoT3fRjflB23bZgxY8b7Vkc4+uijo2fPnm1Mm53evXs3Oq6srGzR/aeddlqj41tvvbXNmWBP1i0KCRERn/rUp6K0tDTSNI3nnnsuli5dmnUkAAAAAAAA6BQ7b6Pw3HPPxf/8z//kjncsGnyQHa9bsGBBPPTQQx/4nD1NWVlZFBYW5o4XL17covuvuOKKKCoqyh3/5Cc/sXo73Vq3KSSUlJTE/vvvnzt+8cUXM0wDAAAAAAAAnaepQsLatWtzxzuvoNCcj33sY41WUvj1r3/9gc/Z0xQXF8dBBx2UO541a1a8/fbbu33//vvvHxdeeGHuuKqqKs4888x46aWXWpRj+vTpcdFFF7XoHshHRbu+pOvo06dP7rX9WgAAAAAAAOguRo0aFaNHj4533nknIiIaGhpyY7169Yojjzxyt+bp379/HHbYYfHGG2+8b56ioqI47rjj2jF1Nk455ZSYO3duRGzbDn7ixIlx0UUXxeGHHx59+vSJJEly144bNy6GDRvW6P6bb745Xn755XjttdciImLlypUxceLEmDRpUnz961+Po446qtEqChERmzdvjlmzZsUTTzwRDz/8cMyfPz9Gjx7dwe8UOl63KiSsWLEi6wgAAAAAAACQiRNOOCHuu+++953/6Ec/GsXFxbs9z/HHH58rJOzoyCOPbPQDwnuqiy++OH7605/G1q1bI2LbZ4zXXXddk9fec889cf755zc617Nnz/jNb34TZ5xxRsyePTsiIurq6uIXv/hF/OIXv4jevXvHyJEjo1+/flFZWRkbNmyId999N9I07ci3BZnoNls2vP7667F8+fJcY2nw4MEZJwIAAAAAAIDO09x2Cscff3yL5mnu+j19u4btDjrooJg2bVqbyhUjRoyIl156KSZNmtRoRYWIiC1btsS8efNi5syZMXv27Fi+fHmTZYRRo0a1+vmQL7rFCgnV1dXx93//9xERkaZpJEkSRxxxRMapAAAAoO2q66tjbdXaXV9IRETU19ZGVXl51jE6zNrKtdGnsrDJsc1r10Z55Z73raDquvpYv6Um6xittmX5imiob/prbsnyFbGmpJMDZahyw/pmx1aWV0VFUWUnpoHONaxfaRQVdpufDwTyWHOFgYkTJ7ZonuYKCS2dJ599/vOfj4997GNx3333xbPPPhtvvvlmbNiwIbZs2bLbKxn07t07pk2bFldeeWXceOON8cQTT8TGjRs/8J6DDz44Tj311PjCF74Qxx57bHu8FchUknbxtT+effbZuOqqq+LVV1+NiG2FhFGjRsWSJUuyDcZu+8tf/hKHHXZY7njOnDkxbty4DBMBAEAXs+GdiB8d3vTYZW9EDLBnZT6qqquKyS9OjmeXPRvV9dVZx8l7hfVJTHhjrxi5umcUNfhACPLNL0acG5uKy7KOAR3mhas+HiMH9so6RofzvdzOUVdXF2+99VajcwceeOD79qMH8k9DQ0O8+uqrsWDBgli7dm1UVFREr169on///jFmzJg49NBDrfJOu8qHfzPy+l+niy66qFX3VVVVxerVq+P111+PtWv/+lMi21dHmDJlSntFBAAAgExMfnFy/H7J77OOsceY8MZesd/K3lnHAAAAurGCgoI46qij4qijjso6CnSavC4k/OxnP3vfniotsX3xhx3nuOCCC+K8885rczYAAADISnV9dTy77NmsY+wxCusjRq7umXUMAAAA6Ha69BqF24sIaZpGSUlJ3HjjjXHXXXdlnAoAAADaZm3VWts0tEDP6kLbNEAeq0sKo7Kw6y9lDwAA3VFer5AQ8ddVDlpjwIABMX78+DjjjDNi0qRJ9lwBAAAAgDyzqNd+UV+Q99+mBAAAWiGv/5/+W2+91eJ7kiSJ0tLSKCsriz59+nRAKgAAAACgreqSwljUa794ZtCJWUcBAAA6SF4XEsaMGZN1BAAAANij3HvavTG099CsY+SVzWvXxm+fu6bJsZO/dWX0HNC/kxN1noGlA6NHQY+sY7TYyvKqOPuOl5ocu+3c8TG4b0knJ2q9LW+viD8+vLrJseM+NzR6jxneyYnyR2lZ/ygs7hHXZh0EOsGwfqVZRwAAyEReFxIAAACAlhnae2js02efrGPklfLK5r/9sd8+B0e/IQoc+aaiqDI2FZc1ObbvviNj5MBenZyo9dZVR/xv4dYmx/YdMTz2OnDfzg0EAADQiQqyDgAAAAAAAAAAdD0KCQAAAAAAAABAu1NIAAAAAAAAAADanUICAAAAAAAAANDuirIO0BJz586Nxx9/PF577bVYunRpVFRURFVVVaRp2qJ5kiSJ+fPnd1BKAAAAAAAAAGCPKCTMnDkzLr/88nj55ZcbnW9pEWG7JEnaIxYAAAAAAAAA0Iy8LyTcdtttcemll0aaprkCwvZCQWuKBa0tMQAAAAAAAAAAuy+vCwm/+93v4u///u8jYlv5IEmSXDGhsLAwysrKolevXhmnBAAAAAAAAAB2lteFhEsvvTQiIldEGDhwYFx++eVx1llnxSGHHBJFRXkdHwAAAAAAoF01tXq01aEBaEpT/z60ZheCtsjbT/RfeeWVWLx4ca6MMG7cuHjmmWdiyJAhWUcDAAAAAADIREFBwfvO1dfXR3FxcQZpAMhn9fX17zvX1L8jHalzn9YCr7/+ekRsa20kSRJ33323MgIAAAAAANCtJUkShYWFjc5VVVVllAaAfFZZWdnouLCwsNNXSMjbQsKaNWtyr/fZZ584+uijM0wDAAAAAACQH3r37t3oeNOmTRklASCfbd68udFxnz59Oj1D3hYSevXqFRHbmn7Dhw/POA0AAAAAAEB+6Nu3b6PjysrKqKmpySgNAPmopqbmfSskKCTs4MADD8y9Li8vzzAJAAAAAABA/th5hYQ0TWPZsmVRV1eXUSIA8kldXV0sW7Ys0jRtdH7nfz86Q1GnP3E3TZgwIUpKSqK6ujoWLVoUFRUVUVZWlnUsAAAAAACATBUWFkbfvn0bbdVQU1MTb7/9dpSVlUVZWVkUFxdHQUHe/lwqAO2soaEhamtro6KiIioqKqKhoaHReN++faOwsLDTc+VtIaGsrCzOPffcuPvuu6Ouri6mTZsWl1xySdaxAAAAAAAAMjds2LCoqamJ6urq3LmGhobYuHFjbNy4McNkAOSbkpKSGDZsWCbPzutq3NSpU2PIkCEREfGd73wnFi5cmHEiAAAAAACA7BUWFsbIkSOjqChvf/YUgDxQXFwcI0eOzGR1hIg8LyQMHTo0Hn300ejbt2+sX78+Pv7xj8fzzz+fdSwAAAAAAIDMFRcXx6hRozLZExyA/Ne7d+8YOXJkFBcXZ5Yh72tzH/3oR+OPf/xjfP7zn4958+bFSSedFCeeeGJ8/vOfj/Hjx8fgwYOjtLS0xfMOHz68A9ICAAAAAAB0npKSkhg1alTU1tZGeXl5lJeXR21tbaRpmnU0ADpZkiRRXFwc/fr1i379+mVaRNgu7wsJERGHHnpoTJ8+PU4++eSYO3duPPfcc/Hcc8+1er4kSaKurq79AgIAAAAAAGSouLg4Bg0aFIMGDYo0TSNN02hoaMg6FgCdpKCgIJIkiSRJso7SyB5RSLjpppviu9/9bmzZsiWSJNHqAwAAAAAAaMb2D6QKCvJ6524AuoG8LyRMmjQpHnzwwVwJYfs/okoJAAAAAAAAAJC/8rqQ8MMf/jAeeOCBiIhcCSFN09hrr71i3Lhxsddee0WvXr0yTgkAAAAAAAAA7CxvCwnV1dUxderURkWEE088MW644YY47rjjso4HAAAAAAAAAHyAvC0kPPfcc7Fhw4bcFg2f+cxn4le/+pX9jgAAAAAAAABgD5C3n+7PnTs3IiLSNI0kSeLHP/6xMgIAAAAAAAAA7CHy9hP+6urqiIhIkiQOOOCA2GeffTJOBAAAAAAAAADsrrwtJAwfPjz3un///hkmAQAAAAAAAABaKm8LCfvtt1/u9Zo1azJMAgAAAAAAAAC0VN4WEo477rgYPnx4pGkaS5YsieXLl2cdCQAAAAAAAADYTXlbSCgoKIgLL7wwd/zDH/4wwzQAAAAAAAAAQEsUZR3gg1x99dXx2GOPxRtvvBG33nprnHDCCXHWWWdlHQsAAAB2S11tfVSW17T7vFsqa6Pv1oFNj62vjYqtVe3+zD3Z5g1bP3AsKfDnlW8qy7dGWX3S9NiGrVHR0PRYPtpSUZt1BAAAgMzkdSGhtLQ0fv/738cZZ5wRs2bNirPPPjuuvvrquPLKK6NPnz5ZxwMAAIAm1dbUx/T75sbi19dGfW1Dhzzj3PhOk+efem1RRCzqkGfuqRrqy5sde+SmV6OgsF8npmF3fT1Kmzz/9A9mdXISAAAAWiuvCwkPPPBARERcfPHF8b3vfS+WLFkSN9xwQ9xyyy1x6qmnxpFHHhmDBw+O0tKm/wP1g3zxi19s77gAAAAQERHT75sbC//0XtYxAAAAADKV14WESZMmRZL8dQm+JEkiTdPYtGlTPPzww/Hwww+3em6FBAAAADpCXW19LH59bdYxAAAAADKX14WE7dI0zRUTdiwobB/bXdsLDTvPAQAAAO2lsrymw7ZpALqOgvqa6NmnMOsYAAAAHaog6wC7sr1wkKZpk79aMxcAAAAAZGnQujeiqCjvvzUHAADQJnm9QsJdd92VdQQAAAAAaDcF9TUxaN0bcci8+yPi3KzjAAAAdKi8LiRceOGFWUcAAACAdvPZb46PPv1L2jzPqsrVcf4T5zU59ovT7429ew1t8zO6kk3r3ov/mPzzJsf+zzfHR9+9hnRyInZlZXlVnH3H/zY59qtvfDSG9evZyYlar3bV6nhn0l+LBz1qKqKwoS7DRAAAAJ0nrwsJAAAA0JX06V8SZYPa/kHqps3Fsal0fZNjvQcWR1mfPefD2s6QNpQ2O9ZnQGm7/J3QvsoL0qgobHrrzV4DSqNs4J7zd1aztTh6bm36f68AAABdnY3qAAAAAAAAAIB2p5AAAAAAAAAAALQ7hQQAAAAAAAAAoN0pJAAAAAAAAAAA7a4o6wAfZMWKFR029/DhwztsbgAAAAAAAADo7vK6kDBixIhIkqTd502SJOrq6tp9XgAAAAAAAABgm7wuJGyXpmnWEQAAAAAAAACAFtgjCgmtsfPKCkoNAAAAAAAAANB58rqQ8MUvfrHFWzZUVlbGmjVr4rXXXostW7ZExLZywv777x/HHntsR8QEAAAAAAAAAHaS14WE+++/v9X3NjQ0xH//93/HlClTYtasWbFkyZI499xzY8qUKe2YEAAAAAAAAABoSkHWATpKQUFBnHXWWTFz5syYNGlSNDQ0xA033BDXXHNN1tEAAAAAAAAAoMvrsoWE7YqLi+Oee+6Jo48+OtI0jRtvvDGeeeaZrGMBAAAAAAAAQJfW5QsJERGFhYVx/fXX546/9a1vZZgGAAAAAAAAALq+blFIiIg4+eSTo2/fvpGmabz66qsxf/78rCMBAAAAAAAAQJfVbQoJhYWFMXr06NzxzJkzM0wDAAAAAAAAAF1btykkRESUlpbmXq9cuTLDJAAAAAAAAADQtXWrQsLSpUtzr4uKijJMAgAAAAAAAABdW7cpJLzwwgvx3nvv5Y6HDBmSYRoAAAAAAAAA6Nq6RSFhw4YNcfHFF0eSJLlzRx99dIaJAAAAAAAAAKBr69KFhE2bNsU999wTRxxxRLz55psREZEkSRxyyCFx8MEHZ5wOAAAAAAAAALquoqwDfJBTTjmlVfdVVVXF6tWrY/HixdHQ0BBpmkaSJLnfb7zxxnZOCgAAAAAAAADsKK8LCU8//XSjbRZaIk3T3OvtZYSIiMmTJ8eZZ57ZLvkAAAAAAAAAgKbldSGhLbYXGdI0jTRNY++9945bbrkl/vZv/zbjZAAAAAAAAADQ9eV9IWHHlQ52V3FxcfTt2zdGjx4d48ePjzPOOCM+9alPRVFR3r9dAAAAAAAAAOgS8voT+tra2hbfkyRJFBQUdECajlFTUxPz5s2LJUuWxLvvvhubNm2K2traKCsri7322isOP/zwOOSQQ6KwsLBdnldXVxczZ86MOXPmxLp166KwsDCGDRsWRx55ZIwbN65dngEAAAAAAAAAeV1IaK8P4fPNr3/963j66afjxRdfjHnz5kVdXd0HXt+vX78455xz4rLLLouDDz64Vc/cvHlz3HjjjXH77bfH+vXrm7xm7Nix8X//7/+N888/P7flBQAAAAAAAAC0xp6zlEAXcvnll8dPf/rTmDNnzi7LCBER5eXlcccdd8Thhx8e1113XYu3sZg9e3YcfvjhMXXq1GbLCBER8+fPj6985Stx+umnR3l5eYueAQAAAAAAAAA7yusVErqT0tLSGDVqVPTr1y8aGhpi7dq1sXTp0kblg9ra2pgyZUosW7Ysfv7zn+/WvPPnz4+TTjop1q5d2+h8nz59Yv/994+qqqpYsmRJo+0xnnzyyTj99NNj+vTpUVpa2j5vEAAAAAAAAIBuxQoJGRk+fHh87Wtfi2nTpsXChQtjy5YtMX/+/Hj55ZfjT3/6UyxZsiTWrVsXd955Z4wYMaLRvXfffXfcc889u3xGXV1dnH322Y3KCAMHDox777031q9fH6+//nosWLAgVq1aFddcc00UFPz1y+Gll16Kq666qv3eMAAAAAAAAADdikJCBh5//PFYvnx53HnnnTFp0qQYM2ZMozLAdgMGDIivfe1r8cYbb8T48eMbjV1zzTXR0NDwgc+5++67Y/bs2Y3me+GFF+LLX/5yFBcX584PHDgwbrjhhpg2bVqj+2+//fZ46623WvMWAQAAAAAAAOjm8rqQMGfOnDjooINyv2bMmNGqeZ5//vncHGPHjs38Q/bDDz88kiTZ7esHDBgQ999/f6N7Vq5cGS+++GKz99TU1MQNN9zQ6NxNN90Uhx56aLP3fPGLX4xJkybljuvq6uK6667b7ZwAAAAAAAAAsF1eFxJuv/32WLhwYSxcuDCKiopi4sSJrZpn4sSJUVBQkJvrzjvvbOekHe+QQw6JI488stG5uXPnNnv9k08+GcuWLcsd77vvvnHBBRfs8jnXXXddo+LDr371qygvL29FYgAAAAAAAAC6s7wuJDz66KMREZEkSXzpS19q9TxJksSXv/zliIhI0zQeeeSRdsnX2caMGdPoeO3atc1e+9hjjzU6vuCCC3ZrVYYxY8bECSeckDuura2Nxx9/vIVJAQAAAAAAAOju8raQMG/evFi5cmXu+NOf/nSb5jvrrLNyr5csWRJLlixp03xZ2Lp1a6Pj/v37N3vt7373u0bHp5xyym4/52/+5m8aHf/2t7/d7XsBAAAAAAAAICKPCwl/+ctfcq/79OkT48aNa9N8hx56aPTp0yd3PHv27DbN19nSNI1XXnml0bmdt3DYbvXq1bFq1arccUlJSYwfP363n/Wxj32s0fGsWbNakBQAAAAAAAAAIoqyDtCcd999NyK2bbcwcuTINs+XJEmMGjUq3nzzzYiIWLp0aZvn7Ex33313rFixInd88MEHx0c+8pEmr507d26j4wMOOCB69Oix28869NBDGx0vXLgw6urqoqgob79cAADyS+3WiM2rs04Bu69ixa6vaUcN1dVRt6b5Lej2dLUba5sfW7U6arYWt/kZDZWrYvDGtOmxFauiplebH9Gl1K5v/uutdtWqqKmp68Q07I6G8qoYsmV902MrV0RNZc9OTtR6datX7foiAACALipvP2HevHlz7nXfvn3bZc4d59m0aVO7zNkZ7r333rj44otzxwUFBXHrrbdGkiRNXj9//vxGxy0tdAwePDhKS0tzW0TU1NTE4sWL48ADD2xhcgCAbqamMuKxSyLmPx5Rt3XX10M301BVFSuvuSY2PTM90urqrON0mKrSgREfvb7JsXcmnRs9tzb9IWtL/Xsz5zffPik2NzPWXVUWF0UcOrrJsXfOnRS9ahUS8tG9zZyvfCri7U5NAgAAQGvlbSFhx+0VNm7c2C5zlpeX5163ZMWAjrZgwYJGKzbU1tbGhg0bYs6cOfHYY4/lVnWI2Jb7zjvvjJNPPrnZ+d57771GxyNGjGhxpuHDh8eiRYsazdkehYT33nsv1qxZ06J7Fi5c2ObnAgB0iscuifjLI1mngLy18pprouLxJ7KOAQAAAEAnydtCwuDBgyMiIk3TWL58eZu3DKitrW30of/2+fPBbbfdFj/60Y8+8JokSeK0006Lf/mXf4kPf/jDH3jtjqtLRET07t27xZl2vmfnOVvrtttuiylTprTLXAAAeaV267aVEYAmNVRXx6ZnpmcdAwAAAIBOVJB1gOaMGTMm97qysjJmzJjRpvlmzJgRlZWVuePRo5teqjFfnX322XHNNdfssowQ8f7yQGlpaYuf17Nn470Y26uQAADQZW1ebZsGup6i0og+Q9tlqro1a7v0Ng0ALZWUlETR4EFZxwAAAOhQeVtIOOqoo6Jfv36RJElERNx4441tmm/H+3v16hXHHntsm+brbA899FBMmDAhJk6cuMstDLZubfyN8NZsT1FSUtLouKqqqsVzAAAAe7ixZ0QUt7zgDMCu9T35pCjY6fsvAAAAXU3ebtlQUFAQp512Wvznf/5nREQ888wz8eMf/zguvfTSFs/14x//OJ555plcueHUU0+N4uLids3bFrfcckvccsstueOqqqpYt25dvP766/Ff//Vf8cADD+QKAS+88EIcffTR8dRTT8VRRx3V5Hw7r4hQU1PT4kzVO/3kUmtWWWjKxRdfHGeffXaL7lm4cGF85jOfaZfnAwAAu6GodFsZ4ax/zzoJQJeTlJRE35NPimFTp2YdBQAAoMPlbSEhIuLaa6+Nhx56KCIi0jSNf/zHf4yNGzfGtddeGwUFu17coaGhIa6//vq4/vrrI0mSSNM0CgoK4tprr+3o6G3Ss2fPGDFiRIwYMSI++clPxre+9a04++yzY9asWRERsXHjxvjMZz4Tc+bMif79+7/v/j59+jQ63nnFhN2x84oIO8/ZWkOGDIkhQ4a0y1wAAHuMC34fUTY86xSw+/oM7dSVEUb/8v4oGrp3pz2vo23aWBsv3bqoybHR9/8y+vZve0F+deWqOO+J85ocu/f0e2Nor67z59keKtavjZh6TZNjo395f5QNtGx+vllZXhVn3/FSk2O/+saxMaxfzybH9gRFgwdZGQEAAOg28rqQMG7cuPjqV78ad911VyRJEg0NDTFlypR44IEH4pJLLonTTz89DjjggPfdt3Dhwnj88cfjtttui7feeivSNI0kSSJJkjj//PPjiCOOyODdtN4BBxwQTz31VIwfPz6WLVsWERHvvvtu/OAHP4ipTbTpdy4PbNmypcXP3Pme9iokAAB0S2XDIwaMzjoF5K2ioXtHjxH7ZB2j3RSXVkVE04WE4r2HRo9Bbf8gtWBzxJr+SdNjw/eOHn26zp9neyju0fy3P4r33jt6DBnaiWnYHQW9KuO93gObHhs2PHoM7NXJiQAAAGiNXS8zkLFbb701jjvuuFypIE3TWLBgQVx++eUxduzYGDBgQBx00EExfvz4OOigg2LAgAExduzYuOKKK2LBggWN7pswYULcfvvtWb+lVhk0aFBMmTKl0blf/OIXTV678woEy5cvb/HzVqxY8SyFMj4AACAASURBVIFzAgAAAAAAAMAHyftCQnFxcfzud7+LM888s9FKB2maRpqmUV5eHgsXLoxZs2bFwoULo7y8PDe247Wf+cxn4r//+7+juLjtS2Nm5bOf/WwkyV9/AmbFihXxzjvvvO+6sWPHNjpeunRpi57z3nvvNdrmoUePHrH//vu3MC0AAAAAAAAA3VneFxIiIvr16xe/+c1v4ic/+UkMHz480jSNiMgVDpr6FRGRpmmMGDEi7rjjjnjkkUeirKwsy7fRZv3794+BAxsvV7hq1ar3XXfwwQc3On777bejpqZmt58zd+7cRsdjxoyJoqK83t0DAAAAAAAAgDyzRxQStrvkkkti0aJF8ctf/jLOO++82G+//RqtlrB9VYQxY8bEBRdcEP/5n/8ZixYtiosuuijr6B2mqRUf9t5779h7771zx9XV1fHnP/95t+d88cUXGx0fccQRrQ8IAAAAAAAAQLe0x/3Ye3FxcZxzzjlxzjnnRMS2VRA2btwYmzZtir59+0b//v0bbWvQlWzatCnWr1/f6NzQoUObvPaTn/xk/PznP88dP/XUU3Hsscfu1nOeeuqpRsef+tSnWpgUAAAAAAAAgO5uj1ohoSlJksSAAQNi1KhRMWDAgC5bRoiI+N3vfpfbriIiYvDgwTFs2LAmr/30pz/d6Piee+5pdG9z3n777Xj++edzx8XFxXHGGWe0MjEAAAAAAAAA3dUeX0joLqqqquI73/lOo3NnnnlmFBQ0/Vd46qmnxogRI3LHS5YsiXvuuWeXz7nuuusaFRc+97nPRb9+/VqZGgAAAAAAAIDuSiGhk1111VXxyiuvtOie9evXx6c//elYsGBB7lxhYWFcccUVzd5TUlIS11xzTaNz3/zmN+PNN99s9p4HHngg7r///kbPmDJlSouyAgAAAAAAAECEQkKn+8Mf/hAf+chH4phjjokf/vCHMWvWrKitrX3fdWmaxrx58+L666+PsWPHxtNPP91o/IorrogPfehDH/isCy+8MMaNG5c73rBhQxx//PFx3333RV1dXe78+vXr49vf/nZ86UtfanT/17/+9TjooINa8zYBAAAAAAAA6OaKsnjounXrYq+99sri0c3q7Ewvv/xyvPzyyxER0aNHj9hnn32if//+0aNHj9i0aVMsW7YsNm3a1OS95513Xvzrv/7rLp9RXFwcv/rVr2LChAmxfv36iNhWPjjvvPPikksuiTFjxkRVVVUsXrz4faWIj3zkI3HTTTe18V0CAAAAAAAA0F1lskLCmDFjYurUqVFZWZnF4xuprKyM66+/PsaMGZNZhpqamli8eHG89tprMXPmzHjzzTebLCOUlZXFbbfdFvfcc08UFOzeX90hhxwS06dPj9GjRzc6v3nz5nj99ddjwYIF7ysjfOITn4gnn3wyevbs2fo3BQAAAAAAAEC3lkkhoaKiIiZPnhyjR4+OKVOmxLp16zo9w7p16+K6666L0aNHx3XXXdfsagTt7cEHH4x//dd/jU984hNRVla2y+uTJInDDz88fvCDH8TChQvj7/7u7yJJkhY988Mf/nDMnj07rr766hgwYECz1x144IFx1113xR/+8Ifo379/i54BAAAAAAAAADvKZMuG7datWxff/e534/vf/36cffbZ8dWvfjUmTJjQoc984YUX4mc/+1n8+te/jq1bt0ZERJqmLf6Qv7UOOeSQOOSQQ+Kqq66KhoaGeOutt2LhwoWxdOnSqKioiNra2ujbt2/069cv9t133xg/fvxuFRd2pW/fvvG9730vpkyZEjNnzow5c+bEunXrorCwMIYNGxbjx4+PD33oQ+3wDgEAAAAAAAAgo0LCs88+G//wD/8Qc+bMiTRNo6qqKqZNmxbTpk2L0aNHx2c/+9k466yz4thjj43i4uI2Pau2tjZeeumlePTRR+O//uu/YunSpRGxrYSw3Yc+9KH48Y9/3KbntEZBQUGMHTs2xo4d22nPLC4ujgkTJnR48QMAAAAAAACA7i2TQsIJJ5wQs2bNip/+9KcxderUWLFiRURsKwksWbIkbrnllrjllluitLQ0jjnmmDjqqKPisMMOi7Fjx8aIESNi7733jsLCwkZz1tfXx8qVK2P58uUxf/78mD17dvz5z3+Ol19+udFKCDsaPnx4XHvttXHRRRdFQUEmu1cAAAAAAAAAQJeU2ZYNBQUF8Xd/93fxla98JW677ba4+eabY/ny5bnx7SsnPP/88/H888+/7/6SkpLo2bNnpGkaW7dujerq6iafs72EsOOWDCNGjIh/+qd/im984xtRUlLSzu8MAAAAAAAAAMh8WYCSkpK44oorYvHixfHggw/GxIkTm7wuTdNGv7Zu3RobNmyIjRs3xtatW9833pSJEyfGgw8+GIsXL47LLrtMGQEAAAAAAAAAOkhmKyTsrLCwML7whS/EF77whVi2bFk8+OCD8dvf/jb+93//N+rq6hpdu+NqBzvasYiQpmkUFRXFRz/60fjkJz8Z55xzTowaNapD3wMAAAAAAAAAsE3eFBJ2NHLkyLjqqqviqquuik2bNsVLL70Uf/7zn+ONN96IxYsXx7Jly6K8vDyqqqoiIqJnz57Rv3//GDlyZOy7775x+OGHx5FHHhnHHnts9O3bN+N3AwAAAAAAAADdT14WEnbUt2/fOOWUU+KUU07JOgoAAAAAAAAAsJsKsg4AAAAAAAAAAHQ9CgkAAAAAAAAAQLtTSAAAAAAAAAAA2p1CAgAAAAAAAADQ7hQSAAAAAAAAAIB2p5AAAAAAAAAAALQ7hQQAAAAAAAAAoN0VZR0AAAB4v+r66lhbtTbrGF1GdW19rN9Sk3WMDtdQWxs1myqyjtG0NWujZ3HT/wn68vxZEeuXd3KgjlNdUR8N9eVNjr0y77UoKSts8zPWb10XfSqbnmfxouWxqWdtm5/RlVRuWN/s2MryqqgoquzENOyOVRVbs44AAABAO1BIAACAPFJVVxWTX5wczy57Nqrrq7OOwx6isD6JCW/sFSNX94yihjxeCO/Q0U2fv/P2zs2RoVk/ab+5Ph8jmjw/87nr2+8h3cDZd7wUm4rLso4BAAAAXZJCAgAA5JHJL06O3y/5fdYx2MNMeGOv2G9l76xjAAAAAEAjefyjMwAA0L1U11fHs8uezToGe5jC+oiRq3tmHQMAAAAA3kchAQAA8sTaqrW2aaDFelYX5vc2DZDH6pLCqCzslXUMWqCkqCAG9y3JOgYAAAC7yXetAAAAgG5pUa/9or7AbpZ7kr85dGiUFhdmHQMAAIDd5L+6AQAAgG6lLimMRb32i2cGnZh1FHZTSVFB/M2hQ+MHn/9w1lEAAABoAYUEAADYA9x72r0xtPfQrGPsUVZurIqzf/pSk2O3nTs+BvfpGkt+b12/LmY+d32TY0dccmmU9O/XyYmasWZt9Lz8W00OVd1yY8TgQZ0cqONUV9THm/eubnLs0POGRklZ+/90d1mPAdGjsEe7z9tVlZb1j8LiHnFt1kHYbYP7llgZAQAAYA+kkAAAAHuAob2Hxj599sk6xh6loaYy0tqBTY4dNmS/GDmwa+wbX96jb8xsZuyogz8c/YbkR5GlZvm78XZtXZNjHxp7RPQY0XW+vivWVsW8wqbLMEcf/P9F2aCenZwIAAAAIBt5XUhYsWJF7vXgwYOjuLi41XPV1tbGmjVrcsfDhw9vUzYAAAAAAAAAoHkFWQf4ICNGjIiRI0fGyJEj44UXXmjTXDNmzMjNNWrUqHZKCAAAAAAAAAA0Ja9XSIiISNM0kiRpt7kAAAAAAAAAgI6X1yskRES7lREAAAAAAAAAgM6T94UEAAAAAAAAAGDP020KCVu3bs29Li0tzTAJAAAAAAAAAHR93aaQsGjRotzrsrKyDJMAAAAAAAAAQNfXLQoJDQ0NMW3atIiISJIkDjzwwIwTAQAAAAAAAEDXVpR1gAceeGC3rnvmmWdi1apVuz1vmqZRWVkZixcvjsceeyzmzZuXGzvmmGNanBMAAAAAAAAA2H2ZFxImTZoUSZI0O56maURE3Hjjja1+RpqmuWckSRJf+tKXWj0XAAAAAAAAALBrmRcStttePGjteHOSJIkkSXL3/+M//mMcfvjhrZoLAAAAAAAAANg9eVFIaG3ZoCVzjxs3Lv7pn/4pzj///A57FgAAAAAAAACwTeaFhLvuuqvJ82maxkUXXZTbauGKK66IQw45ZLfnLSgoiN69e8fAgQNj3LhxMWzYsHbJCwAAAAAAAADsWuaFhAsvvLDZsYsuuij3+owzzoiTTjqpMyIBAAAAAAAAAG2UeSFhVzpyOwcAAAAAAAAAoGPkdSHhrbfeyr3eZ599MkwCAAAAAAAAALREXhcSxowZk3UEAAAAAAAAAKAVCrIOAAAAAAAAAAB0PQoJAAAAAAAAAEC7y+stG5pTXV0dK1asiPLy8qiqqoo0TVs8x3HHHdcByQAAAAAAAACAiD2okLBgwYL4+c9/Hk888UTMmzcv6uvrWz1XkiRRV1fXjukAAAAAAAAAgB3lfSGhtrY2rr766vjRj34UDQ0NrVoNAQAAAAAAAADoXHldSKivr4+//du/jd/85je5IkKSJBERigkAAAAAAAAAkMfyupBw6623xmOPPRZJkkSSJJGmaaRpGoceemgcccQRMWTIkOjdu3fWMQEAAAAAAACAneRtIaGhoSGmTp2aKyJERHziE5+Im2++OcaNG5dxOgAAAAAAAADgg+RtIWHmzJmxdu3a3OoIp59+evzmN7+JgoKCrKMBAAAAAAAAALuQt5/uv/nmmxERudURbrnlFmUEAAAAAAAAANhD5O0n/GvWrMm93nfffeOAAw7IMA0AAAAAAAAA0BJ5W0goLi6OiIgkSWLIkCEZpwEAAAAAAAAAWiJvCwn77rtv7vXGjRuzCwIAAAAAAAAAtFjeFhKOP/74KCgoiDRNY8mSJVFZWZl1JAAAAAAAAABgN+VtIWHIkCFx5plnRkRETU1NPPLIIxknAgAAAAAAAAB2V94WEiIivv/970dpaWlERFx77bWxfv36jBMBAAAAAAAAALsjrwsJBx10UNxzzz1RUFAQy5YtizPOOCNWrlyZdSwAAAAAAAAAYBfyupAQEfGFL3whHn744ejXr1+88sorcdhhh8XkyZNjzpw5WUcDAAAAAAAAAJpRlHWAD3LQQQflXhcUFESaprFhw4aYOnVqTJ06NUpLS2OvvfbKbeuwu5Ikifnz57d3XAAAAAAAAADg/5fXhYSFCxdGkiSRpmkkSRJJkkRERJqmERFRVVUVy5cvb/G82+cBAAAAAAAAADpGXhcSttu5QNCWQsH2MgMAAAAAAAAA0HHyupAwfPhwqxkAAAAAAAAAwB4orwsJrdmOAQAAAAAAAADIXkHWAQAAAAAAAACArkchAQAAAAAAAABodwoJAAAAAAAAAEC7U0gAAAAAAAAAANpdUdYB2qqqqirKy8ujoaEhBg8eHMXFxVlHAgAAAAAAAIBub48rJMyYMSMefvjheOGFF2LevHlRXV2dG3vqqafipJNOet89s2bNisrKyoiI6N+/fxx66KGdlhcAAAAAAAAAuqM9ppDwyiuvxMUXXxyvvvpq7lyaprnXSZI0e+/9998fN998c0RE9OvXL1auXBklJSUdFxYAAAAAAAAAurmCrAPsjltvvTUmTJgQr776aq6EsP33DyoibHfZZZdFYWFhpGka5eXl8cgjj3RoXgAAAAAAAADo7vK+kHDvvffGpZdeGrW1tblzBQUFceSRR8ZnP/vZRqskNGfkyJHx8Y9/PHf82GOPdUhWAAAAAAAAAGCbvC4kLF26NL7xjW9EkiS5lRCuuOKKWLlyZbzyyivx8MMPR8TurZLwuc99LiK2razwzDPPdFxoAAAAAAAAACCKsg7wQSZPnhzV1dURsa10MG3atPjiF7/YqrmOP/743Ov169fHokWLYv/992+XnAAAAAAAAABAY3m7QkJNTU08/PDDudURvva1r7W6jBARMXbs2OjZs2fueO7cue0REwAAAAAAAABoQt4WEv74xz/Gli1bIk3TiIi48sor2zRfQUFBDB8+PHe8fPnyNs0HAAAAAAAAADQvbwsJixcvzr3eZ599YsyYMW2es3///rnXFRUVbZ4PAAAAAAAAAGha3hYS1qxZExERSZLEsGHD2n3+hoaGdp8TAAAAAAAAANgmbwsJPXr0yL2uqalplznXr1+fe73XXnu1y5wAAAAAAAAAwPvlbSFhyJAhERGRpmm8++67bZ6vvLw83nnnnUiSJCIiBg8e3OY5AQAAAAAAAICmFWUdoDljxozJvV63bl3Mnz8/xo4d2+r5nnzyydw2DUmSxNFHH93mjAAAdK662vqoLG+f1bPaXUVtRF0zpdcNtRH1VbucYktlbfTdOrDpsfW1UbF113PwV5XlW6OsPml6bMPWqGhoemxPs3nD1g8cSwry4+umdmNtVJU2/fW9aWNtFJfmR872sHljddYRAAAAAPJC3hYSjj766BgwYEBs3LgxIiLuuuuuuOmmm1o937/927/lXh944IExfPjwNmcEAKBz1NbUx/T75sbi19dGfW1D1nE+wJ1Nn/7+0ohYulsznBvfafL8U68tiohFrYvVjX09Sps8//QPZnVyko7TUF/e7NgjN70aBYX9OjHNLnz0+iZPv3Srr28AAACArihvt2woKCiIs846K9I0jTRN49///d/jjTfeaNVc3/ve9+KVV16JiG2rI0yaNKk9owIA0MGm3zc3Fv7pvTwvIwAAAAAAsKO8LSREREyePDl69OgRSZJEdXV1nHrqqfGnP/1pt+9vaGiIb3/72/Htb387kmTbcqz9+vWLSy+9tKMiAwDQzupq62Px62uzjgEAAAAAQAvldSFh3333jX/+53+ONE0jSZJYvXp1HHvssXHBBRfE9OnTo7x829KkaZrmft+4cWP86U9/iu9///txwAEHxPe+973cKgtJksTNN98cZWVlWb4tAABaoLK8xsoIQJdQWFwQvfr1yDoGAAAAQKcpyjrArkyePDneeuut+OUvfxlJkkR9fX3cd999cd999zW6Lk3TOOWUU953LmLbNg1pmsY//MM/xHnnnddp2QEAAGC7/T48KIqKC7OOAQAAANBp8nqFhO3uvffeuPrqqyNJktzWCzuuerD91/ZzO45FbCskXH/99XHLLbdk+TYAAADohgqLC+KAo4bESV8+JOsoAAAAAJ0q71dIiIgoKCiIqVOnxmmnnRZTpkyJ6dOnN3ndjmWF7b8ff/zxccMNN8Txxx/faXkBAOgcn/3m+OjTvyTrGNtUvBtx92lNj33l9xFl++xyilWVq+P8J5pe0esXp98be/ca2paE3c7K8qo4+47/bXLsV9/4aAzr17OTE3WMTevei/+Y/PMmx/7PN8dH372GdHKiptWuWh3vTDq3ybHR9/8yivfuul/fvfr1sDICAAAA0C3tEYWE7Y4//vh4+umnY86cOfHEE0/ECy+8EHPnzo1169ZFeXl59OzZMwYNGhT77bdffPzjH4/TTjstPvKRj2QdGwCADtKnf0mUDcqTD5ULiyOK1jQ9NqA4YsCuc27aXBybStc3OdZ7YHGU9cmT97qHKC9Io6IwbXKs14DSKBvYNf4804bSZsf6DCjNm/+N1Gwtjp5bm/767tu/OHrkSU4AAAAA2s8eVUjY7rDDDovDDjssrrzyyqyjAAAAAAAAAABNKMg6AAAAAAAAAADQ9SgkAAAAAAAAAADtTiEBAAAAAAAAAGh3RVkH2JUVK1bkXvfr1y969+7d4jm2bNkS5eXluePhw4e3SzYAAAAAAAAAoGl5vULCk08+GSNHjsz9mjdvXqvmmTt3bqN5ZsyY0c5JAQAAAAAAAIAd5XUh4a677oo0TSNN0zjxxBPjyCOPbNU8Rx11VBx//PG5uX72s5+1c1IAAAAAAAAAYEd5W0iora2NP/zhD5EkSSRJEuecc06b5ps0aVLu9eOPPx5pmrY1IgAAAAAAAADQjLwtJLz++uuxefPmXHHgtNNOa9N8O96/YcOG+Mtf/tKm+QAAAAAAAACA5hVlHaA58+bNy70eNGhQjBgxok3zjRgxIgYPHhxr1qyJiIg333wzDjvssDbN2R7SNI0lS5bE7NmzY/ny5bFx48YoKSmJAQMGxIEHHhhHH310lJaWtuszN23aFC+++GIsWLAgKioqomfPnjF69Og47rjjYvjw4e36LAAAAAAAAAC6p7wtJGwvDiRJEsOGDWuXOYcNG5abd9WqVe0yZ2ts2LAhHn300fj9738f06dPj7Vr1zZ7bXFxcXzyk5+Myy+/PE444YQ2PXfx4sUxefLkeOihh6KmpuZ940mSxAknnBBTpkyJiRMntulZAAAAAAAAAHRvebtlQ1VVVe51e60QsOM8W7ZsaZc5W+qSSy6JvffeO77yla/EQw899IFlhIiI2traePTRR+PEE0+M8847LyoqKv4fe3ceXXdd5wH/c7M16d6SptBASwCnpaMPyCaL9AAFZ2QGqBxrEXgoiGd0UI8eRUTR0Qo8IogsMlVGQGBYRBBhBAUp0MM6pTgsQmu1hbZ0T7c0aZImae7zB6cXbrhptl9y0+T1OqfH+11/n0vDMYf7vt9vt577m9/8Jj784Q/HXXfdlTOMEPHuaQ3z58+PE044IS699NLMdRkAAAAAAAAA0FX99oSEMWPGZF539KF9Z71/n+HDhyeyZ1ctWLAgZyCgsLAw9tlnnxg/fnw0NzfHihUroqamJmvOnXfeGX/961/jySef7FL9999/f3z2s5+N1tbWrP5x48bFfvvtFxs2bIjVq1dnAgjpdDp+/OMfx44dO+K6667rxrsEAAAAAAAAYLDrtyckjBs3LiLe/XB85cqV3T4ZYJeamppYsWJFpFKprP3zafTo0XHRRRfFo48+Glu2bIl33nknXn755Xjttddi06ZN8fTTT8fxxx+fteall16K888/v9PPWLZsWVxwwQVZYYRDDjkknnrqqdiwYUP8+c9/jnfeeScWL14cZ555Ztba66+/Ph588MEevUcAAAAAAAAABqd+G0j4yEc+EhERqVQqdu7cGY888kiP9vv9738fO3fuzJwCMGXKlB7X2F37779/3HLLLbFmzZr4z//8zzj11FNjxIgRWXMKCwvjhBNOiKeffjr+7d/+LWvst7/9bTz99NOdetb3vve9rOspjjzyyHjmmWfixBNPzJo3efLkeOCBBz7wrEsuuSRaWlq68vYAAAAAAAAAoP8GEiZPnhz77rtvRLx7SsKcOXO6/cF4c3NzXH755ZnTESoqKuLQQw9NrNaumDNnTixZsiQuvPDCKCsr63B+YWFhzJ07N4444ois/ltuuaXDtW+++Wbcd999mXZJSUnccccdMXLkyJzzU6lU3HDDDfGhD30o07ds2bL41a9+1eGzAAAAAAAAAOD9+m0gISJi1qxZkU6nI5VKxdKlS2P27Nnd2mf27Nnx97//PbPXZz7zmYQr7bx/+Zd/iZKSki6tKSwsjEsuuSSr7/HHH+9w3W233ZZ1VcNZZ50VBx988G7XlJaWxqWXXprV15nwAwAAAAAAAAC8X78OJHzrW9+KYcOGRcS7pyT8+te/jpNPPjlWrFjRqfXLly+P6dOnx3333Zc5HaGsrCy+853v9FrNveX444/Pam/atCnq6+t3u+Z//ud/stoXXnhhp541a9aszD/3iIiFCxfGmjVrOlkpAAAAAAAAAPTzQEJ5eXn8+Mc/zpxskE6n46mnnooPfehDceaZZ8Ytt9wSr776aqxZsya2bdsWa9asiVdffTVuueWWOPPMM+Mf/uEfYv78+ZFOpzN7XHXVVTF+/Ph8v7UuGzNmzAf6ampq2p2/ZMmSWLp0aaY9bNiwOPbYYzv1rLZz0+l0PProo12oFgAAAAAAAIDBrijfBXTkoosuikWLFsXcuXMzpxy0tLTEww8/HA8//PBu1+4KIewKM3zlK1+JL3/5y31RduJWr179gb699tqr3fmvvvpqVvuoo46KoqLO/3Ufd9xx8cQTT7S7HwAAAAAAAADsTr8PJERE3HTTTVFVVRXf/va3o6WlJRNMSKfT7a55fxChuLg4rr766vjqV7/aVyUn7tlnn81qT5o0KUpKStqdv3jx4qz21KlTu/S8tvPb7gfAINbcGFG3Pt9VsAdq3dEULZs3d3ld87bW9seWvhpNG/rJoV+1GyLqCnOPrV0Xsb3jX71b69fFuK25f8dtXbMumob2pMDBp7WmISq25/6Za127Jprqy/q4ot7RvHlj+2Pr1kVTU0sfVtO+lvXr8l0CAAAAAH1sjwgkRER84xvfiJNPPjmuvPLKePDBB6O19b3/ML0roBDxXkghnU5HYWFhzJw5M77zne/Ehz/84T6vOUm33XZbVvvUU0/d7fwlS5Zktffbb78uPa/t/Lb7ATAINdVHPPyliCV/iGhpzHc17EFaW1Kx9qXRUbu6NNI7Ux0vaKOhdGzE0ZfnHFvxxYujrLHrIYfe087VYI+c3+kd/rOd/rqfnxt1Xa6HO9rpr38iYlmfVtJ76ouLIqZOyjm24pxzY2hz/wgkAAAAADD47DGBhIiIQw45JH7zm9/E6tWrY968efHss8/GsmXLYvPmzVFbWxsjRoyIsWPHxoc+9KE4/vjj4+STT4599tkn32X32B/+8Id45plnsvrOP//83a7ZsGFDVnvfffft0jMrKyuz2tXV1V1a354NGzZ0ea+lS5cm8mwAeujhL0W8+WC+q2APtPal0bFt5cD4JjoAAAAAAJ23RwUSdqmsrIzZs2fH7Nmz811Kr9u8eXN84QtfyOqbMWNGHHXUUbtdV1eX/f25YcOGdem5bec3NzfHjh07YsiQIV3ap625c+fGnDlzerQHAHnQ3PjuyQjQRa07I2pXl+a7DAAAAAAA8qCfXLhLLq2trXHuuefGX9KfKgAAIABJREFUqlWrMn2jRo2KG2+8scO1bQMJpaVd+yCgrOyD32JsuycAg0jdetc00C0tDYXduqYBGDxSQ4ZE0bjyfJcBAAAAQC/ot4GEP/7xj3HUUUdl/jz99NP5LqnPffOb34w//vGPWX0333xz7Lfffh2ubWzM/tCopKSkS8/OdRJCQ0NDl/YAAADoyIjpJ0VBD09iAwAAAKB/6rdXNrzxxhvx8ssvR8S739Y/5phj8lxR37rxxhvjpz/9aVbfJZdcErNmzerU+rYnIjQ1NXXp+Tt27Ohwz+646KKLYubMmV1as3Tp0pgxY0aPnw0AAPQfqSFDYsT0k2KfK6/MdykAAAAA9JJ+G0hIpVKZ/504cWIiH4bvKe6555742te+ltV3/vnnx1VXXdXpPYYPH57VbntiQkdynYbQds/uqKioiIqKih7vA0A/csFjESMn5LsK+qu16yIeOT/n0KRf/CSKKjo+pr12W2u8eHvuk5om/eInMWJkPz30a+i4iKKufet7ff26mP3H2TnH7vjkHTF+6N5JVDZorK1piJm/eDHn2P1fPCb2GfXBa8r2RNs2b4y48rKcY5PuvitGju2f1yEUjSt3MgIAAADAANdvAwkTJrz3wcaIESPyWEnfeuSRR2L27NmRTqczfWeeeWbccsstmZBGZ7QND2zfvr1LdbSdX1RUNKhCIQB0wcgJEWMm5bsK+qvt7f+6WXTQoVGyb2WHWxRvbIiI3B8qFx90aJSUD4wPlSMiCuoiqkfn/p2vYMLeUTK8439evKdgaH1sGDY299g+E6Jk7NA+rqh3FJe0/+9Z8d57R0nF+D6sBgAAAADe00+/ThYxadJ7H2ysW7cuj5X0naeffjpmzpwZLS0tmb5TTjkl7r333igsLOzSXm1PIVi1alWX1q9evTqrPW7cuC6tBwAAAAAAAGBw67eBhGOOOSYqKioinU7H6tWr4+233853Sb1qwYIFcfrpp2ddrXDsscfG7373uygpKenyfpMnT85qr1y5skvr286fMmVKl2sAAAAAAAAAYPDqt4GEgoKCOOecczLtG264IY/V9K7XX389PvnJT0ZdXV2m76Mf/Wj84Q9/iGHDhnVrz7YBgkWLFnVp/eLFi3e7HwAAAAAAAADsTr8NJEREXHbZZbH33ntHOp2OuXPnxu9///t8l5S4JUuWxCmnnBJbtmzJ9B188MHx+OOPx6hRo7q976GHHprVXrhwYdZVEB15/vnnd7sfAAAAAAAAAOxOvw4kjB07Nh555JEoLy+PlpaWmDlzZvzgBz+I+vr6fJeWiBUrVsTJJ58cGzZsyPRVVVXFE088EePGjevR3lOmTIkDDzww096+fXu88MILnVq7ffv2ePHFFzPtVCoV//qv/9qjegAAAAAAAAAYXIryXcDu7PoA/frrr49vfOMbsX79+rj88svjuuuui9NOOy2OOuqoqKqqipEjR0ZxcXGX9j722GN7o+ROW7t2bUyfPj1WrVqV6ausrIwnn3wyKisrE3nG6aefHtddd12mfeutt8a0adM6XHffffdlXR9xxBFHxIQJExKpCQAAAAAAAIDBoV8HEj7+8Y9HKpXKtFOpVKTT6aitrY1777037r333m7tm0qlunR9QdI2b94cp5xySixbtizTN27cuHjiiSeiqqoqsed87nOfi+uvvz7S6XRERPz617+OSy+9NA4++OB21zQ2NsZVV12V1XfhhRcmVhMAAAAAAAAAg0O/vrJhl10fqEe8GybYFVJIp9Pd/pMvtbW18c///M/x5ptvZvpGjx4df/rTn3YbFOiOD3/4w/GZz3wm025qaorZs2fHtm3bcs5Pp9Pxta99Lf7+979n+g444ID43Oc+l2hdAAAAAAAAAAx8/fqEhIj3wgj5DBEk6fTTT4+FCxdm9X3961+PjRs3xrx587q01+GHHx5jxozZ7Zwrrrgifv/730d9fX1ERCxcuDCmTZsW119/fZxwwgmZeX/729/i29/+djz44INZ66+66qouX4cBAAAAAAAAAP06kHDZZZflu4TEzZ8//wN9//Ef/9GtvZ5++umsUEEuBx10UNx6661x9tlnZ0Idr732Wpx44okxbty4mDhxYmzYsCFWrVr1gdDHV77ylZg5c2a3agMAAAAAAABgcOvXgYTLL7883yUMCGeddVak0+m48MILo6GhIdNfXV0d1dXVOddcfPHFcfXVV/dViQAAAAAAAAAMMAX5LoC+8dnPfjbeeOONOPvss3d7BcO0adNi/vz5cc0110QqlerDCgEAAAAAAAAYSPr1CQkDUdtrEfrSAQccEHfffXf8/Oc/j+eeey7+/ve/R21tbZSWlsbEiRPjuOOOi8rKyrzVBwAAAAAAAMDAIZAwCI0cOTJOPfXUfJcBAAAAAAAAwADmygYAAAAAAAAAIHF77AkJr7/+eixevDg2b94cNTU10draGueee25MnDgx36UBQK9paWqK7Vu39P2DazZFNA2JiIimVMTmwsL3xlYtiajZ2vc1kdHU3Bo1DU35LiO36o1RVpz7V86XlrwasXlVh1vs2LYzWnfW5Bxb+NdXYsjIwpxje6LNjZtieH3u9/P2W6uitqy5jyvas1XX7ogRzdtyjm3ftCFqWsr6uKLeUbt5Y75LAAAAAICc9qhAwhtvvBE//elP46GHHoqamg/+R+mjjz46ZyDhJz/5Sfztb3+LiIiJEyfGd7/73V6vFQCS1LyjMR7/+Q2x7OUF0dKcrw+ej8rdfcWNfVsGe56pk3L3/9fPe7z1qz/r8Rb9zqdj35z9C+Zf3seVDAznt9P/6Hfv7ssyAAAAAGBQ2iMCCc3NzXHxxRfHTTfdFBER6XT6A3NSqVS768vLy+OSSy6JVCoVqVQqzjvvPCcpALBHefznN8SSF5/NdxkAAAAAAACdVpDvAjrS0NAQJ554Ytx0001dDiLscs4550R5eXmk0+lIp9Nx11139UapANArWpqaYtnLC/JdBgAAAAAAQJf0+0DCOeecEy+88EKmnUql4rTTTouf/exn8dBDD+UMKbRVXFwcM2bMyLQfe+yxXqkVAHrD9q1b8nhNAwB7qqLikhg2eky+ywAAAABgEOvXVzY8+uij8dBDD2VOQTjwwAPjgQceiEMOOSRrXmdOSTj99NPjlltuiXQ6HQsWLIiGhoYoKyvrlboBAADy7cAjPhZFJSX5LgMAAACAQaxfn5Bw+eWXR0REOp2OioqKmD9//gfCCJ115JFHZl63tLTE4sWLE6kRAACgPykqLonJxxwf//TvX813KQAAAAAMcv32hIT169fHwoULM6cf/PCHP4zKyspu7zd+/PgYN25cVFdXR0TEkiVL4rDDDkukVgDIl1lzfhwjxpb3+nPWrX8tzn/ukpxjPzni0igfd3Cv10C26m2NcdE9r+Qcu/yMf4y9hvWTb0VXb4yyr12ac6jh+qsixnX887tj285YdMf6nGNTZ4+PISMLe1RifzayZEyUFPaTv8sBYOywkhhSNHB/XnYZNnqMkxEAAAAA6Bf6bSDh+eefj3Q6HRERxcXFcfbZZ/d4z/Ly8kwgYePGjT3eDwDybcTY8hhVMb7Xn1PXPDrqhu7MObb/hAOisrJ7JxjRfUM318e2yP37zGGTD4/9xg7t44pya1q1OpY1t+Qc+8jkQ6Nk344Dp9s2NsRfC1/MOXbklI/GyHLXcAEAAAAA9Ef99sqG9evf/RZcKpWKgw46KIYNG9bjPUeOHJl5XVdX1+P9AAAAAAAAAIDc+m0gYevWrZnX7w8S9ER9fX3mdWlpaSJ7AgAAAAAAAAAf1G8DCWPGjMm83rZtWyJ7rl27NvO6vLz379sGAAAAAAAAgMGq3wYSKioqIiIinU7HW2+9Fc3NzT3ab+nSpbFx43v3LO+333492g8AAAAAAAAAaF+/DSQcccQRmddNTU3x1FNP9Wi/e+65J/O6pKQkjj766B7tBwAAAAAAAAC0r98GEiZOnBgHH3xwpFKpiIi4+uqru73X+vXr48Ybb4xUKhWpVCqOO+64KC0tTapUAAAAAAAAAKCNfhtIiIj4/Oc/H+l0OtLpdMyfPz9+/OMfd3mPurq6mDlzZmzevDnS6XRERHz1q19NulQAAAAAAAAA4H36dSDhS1/6UkycODFSqVSk0+n4zne+E1/96lejrq6uU+uffPLJOProo+P555/PnI5w+OGHx2mnndbLlQMAAAAAAADA4FaU7wJ2p6SkJO69996YPn167NixI9LpdNx0001x++23xxlnnBGHH354RESk0+lIpVLx2GOPxeuvvx5Lly6Np556KpYsWZIZS6fTMWbMmLj33nvz/K4AAAAAAAAAYODr14GEiIhjjjkm7rnnnjj77LNjx44dERFRW1sbd999d9x9992Zeel0Oq699tqsdkRkwggjRoyI+++/Pw488MC+fQMAAAAAAAAAMAj16ysbdpkxY0YsWLAgJk+enDnxYJddVzHsCh68P4iwq2/KlCmxYMGCOOmkk/L1FgAAAAAAAABgUNkjAgkRER/5yEfi9ddfjzvvvDMOO+ywTPjg/X922dWePHly3HrrrfGXv/wlpkyZksfqAQAAAAAAAGBw6fdXNrxfUVFRnHvuuXHuuedGdXV1PPvss7F48eLYtGlTbN26NYYOHRrl5eVRVVUVJ554YkycODHfJQMAAAAAAADAoLRHBRLeb9y4cXHmmWfmuwwAAAAAAAAAIIc95soGAAAAAAAAAGDPIZAAAAAAAAAAACSu313ZsGjRovjTn/4Uf/nLX2Ljxo3R0tISe+21V1RVVcVJJ50UH//4x6OwsDDfZQIAAAAAAAAAu9FvAglvvPFGfOMb34h58+a1O+eKK66IqqqquPLKK2PWrFl9WB0AAAAAAAAA0BX94sqGxx57LI499tiYN29epNPpzJ9d3t/31ltvxdlnnx2XXHJJHisGAAAAAAAAAHYn74GEpUuXxqc//emoq6uLdDodqVQqUqlURERWMGFXfyqVinQ6Hddee23813/9Vz5LBwAAAAAAAADakfcrG/793/896uvrs0IIBQUFceihh8YBBxwQxcXFsWbNmli4cGE0NDRkhRIuvvji+PSnPx1jx47N87sAAAAAAAAAAN4vryckLF68OJ588slMwCCdTsc555wTK1asiD//+c9x//33xz333BPz58+PjRs3xo9+9KMoKnovQ7F9+/a444478vgOAAAAAAAAAIBc8hpIuP/++zOvU6lUfO1rX4v//u//jsrKyg/MLSsri29961vxwAMPZOZHRPz2t7/tm2IBAAAAAAAAgE7LayBh4cKFEfHuNQ2VlZVx9dVXd7jmtNNOi1mzZmVOVHjllVeitbW1t0sFAAAAAAAAALog71c2RLx72sFZZ52VdR3D7px//vmZ142NjbF8+fJeqA4AAAAAAAAA6K68BhK2bNmSeX3YYYd1et3hhx+e1d66dWtiNQEAAAAAAAAAPZfXQEJNTU2kUqmIiNhrr706vW7MmDEREZm1tbW1yRcHAAAAAAAAAHRbXgMJra2tmdeFhYWdXldQkF32zp07E6sJAAAAAAAAAOi5vAYSAAAAAAAAAICBSSABAAAAAAAAAEicQAIAAAAAAAAAkLiifBewy2uvvRZFRd0rpztrp02b1q1nAQAAAAAAAAAd6xeBhHQ6HRdffHG31kVEl9emUqloaWnp8vMAAAAAAAAAgM7pF4GEVCqVCRd0Zc0uXV0LAAAAAAAAAPSufhFIiMgOGPTmWuEFAAAAAAAAAOh9eQ0kTJw4sUdBBAAAAAAAAACgf8prIGH58uX5fDwAAAAAAAAA0EsK8l0AAAAAAAAAADDwCCQAAAAAAAAAAIkTSAAAAAAAAAAAEieQAAAAAAAAAAAkTiABAAAAAAAAAEicQAIAAAAAAAAAkDiBBAAAAAAAAAAgcQIJAAAAAAAAAEDiBBIAAAAAAAAAgMQJJAAAAAAAAAAAiRNIAAAAAAAAAAASJ5AAAAAAAAAAACROIAEAAAAAAAAASJxAAgAAAAAAAACQOIEEAAAAAAAAACBxAgkAAAAAAAAAQOIEEgAAAAAAAACAxAkkAAAAAAAAAACJE0gAAAAAAAAAABInkAAAAAAAAAAAJE4gAQAAAAAAAABInEACAAAAAAAAAJA4gQQAAAAAAAAAIHECCQAAAAAAAABA4gQSAAAAAAAAAIDECSQAAAAAAAAAAIkTSAAAAAAAAAAAEieQAAAAAAAAAAAkTiABAAAAAAAAAEicQAIAAAAAAAAAkDiBBAAAAAAAAAAgcQIJAAAAAAAAAEDiBBIAAAAAAAAAgMQJJAAAAAAAAAAAiRNIAAAAAAAAAAASJ5AAAAAAAAAAACROIAEAAAAAAAAASJxAAgAAAAAAAACQOIEEAAAAAAAAACBxAgkAAAAAAAAAQOIEEgAAAAAAAACAxAkkAAAAAAAAAACJE0gAAAAAAAAAABInkAAAAAAAAAAAJE4gAQAAAAAAAABInEACAAAAAAAAAJA4gQQAAAAAAAAAIHFF+S4AAGAwa2neGfU1TV1eV1/TGCN3pnKPbWmMba25x/pa89bmaCgdm3OsdmtzFJc2dLhH3dYdSZcFAAAAAEAfEEgAAMiD5qad8dSdi+Pt1zbGzubWbu3xhSjN2T/vmld7Ulryjr48Z/eLN70VEW/1bS0AAAAAAPQZgQQAgDx46s7FsfTlDfkuAwAAAAAAeo1AwiDT2NgYL7zwQvz1r3+NLVu2RElJSey7777xsY99LA444IB8lwcAg0JL8854+7WN+S4DAAAAAAB6lUBCnq1evTpeeumlWLBgQbz00kvx8ssvR21tbWZ80qRJsXz58h4/p7q6OubMmRO33357bN++Peecww8/PL73ve/FGWec0ePnAQDtq69p6vY1DbynsLggho4qyXcZAAAAAAC0QyAhD55//vm49tprY8GCBbFmzZpef978+fNj5syZsXHj7r+J+ec//zlmzJgR5513Xvzyl7+MkhL/gR8A6L+qDimPouLCfJcBAAAAAEA7BBLyYOHChfG73/2uT5713HPPxamnnhoNDQ1Z/aNHj46qqqrYsmVLvPPOO7Fz587M2J133hl1dXXxwAMPRCqV6pM6AQA6q7C4IKoOKY+Tzjs436UAAAAAALAbAgn9zPDhw6Ouri6RvbZs2RKzZs3KCiNMmjQpbrjhhjj99NMzYYNVq1bFFVdcETfffHNm3oMPPhjXXXddfP3rX0+kFgCgcz518WExfPSQDuetrWmImb/435xj93/x6NhnVFnSpXVL87r1seLcc3KOTbrr7ijee3yX9xw6qsTJCAAAAAAAewCBhDwaMWJEHH744XHkkUfGUUcdFUceeWS8/fbbceKJJyay/zXXXJN1JURVVVU899xzMWHChKx5++67b/ziF7+IiRMnxmWXXZbp/+EPfxgXXHBBjBkzJpF6AICODR89JEaWdxwmqClIx7bCdM6xoWNKY+TY/hFIaGosjrLGzTnHRowujpJOvFcAAAAAAPZMAgl5cNppp8UnPvGJmDJlShQUFGSNvf3224k8o7q6On72s59l9f3yl7/8QBjh/b797W/H448/Hs8880xERNTU1MRPfvKTuPLKKxOpCQAAAAAAAIDBo6DjKSTtwAMPjKlTp34gjJCkX//611lXP0ybNi2mT5++2zWpVCq+//3vZ/XddtttkU7n/vYlAAAAAAAAALRHIGGAevjhh7PaF154YafWnXjiiVFVVZVpr1u3Lv73f3PfTw0AAAAAAAAA7RFIGIDq6uoy1y7s8olPfKJTa1OpVJx88slZfY888khitQEAAAAAAAAwOAgkDEBvvvlmNDc3Z9pVVVWx9957d3r9cccdl9V+9dVXE6sNAAAAAAAAgMGhKN8FkLzFixdntadOndql9W3nt90PGECaGyPq1ue7CjpSs2k3Y6sjiht7v4bavv85ad2xI1qqN/b5c/tC89bm9sfWrY+mxuIO92itaYiK7Ztzj61dE031Zd2uL0kt69fluwQAAAAAAPJEIGEAWrJkSVZ7v/3269L6tvNXrFgRjY2NUVpa2uPagH6iqT7i4S9FLPlDREsffJhNzzQNiYijco/96p8jSnb0fg1FhRH7Vfb+cyKitaEh1l52WdQ++VSkd/TBe8uDhtKxEUdfnnNsxbnnRFlj7qBBW3e001//RMSybtYGAAAAAABJEUgYgDZs2JDV3nfffbu0fvz48VFUVBQtLS0REdHa2hqbNm2KysqefxC1YcOGqK6u7tKapUuX9vi5QBsPfynizQfzXQXktPayy2LbH/6Y7zIAAAAAAIAeEkgYgOrq6rLaw4YN69L6VCoVZWVlUVtb2+6e3TV37tyYM2dOInsB3dTc+O7JCNAPte7YEbVPPpXvMgAAAAAAgAQU5LsAktc2PNCdqxbKyrLvnU4qkAD0A3XrXdNAsoaWJ7ZVS/XGAXtNA9lSQ4ZE0bjkfnYAAAAAAOh/BBIGoMbG7A8aS0pKurzHkCFDstoNDQ09qgmAAax4SMdzoI0R00+KgiF+dgAAAAAABjJXNgxAbU9EaGpq6vIeO9p8O7U7pyzkctFFF8XMmTO7tGbp0qUxY8aMRJ4PAORXasiQGDH9pNjnyivzXQoAAAAAAL1MIGEAGj58eFa77YkJndH2RIS2e3ZXRUVFVFRUJLIX0AsueCxi5IR8V0FbGzdFfPc/co9d8FhE+V69X0P9+oh5F/b+c3Zj0t13RdH4vfNaQ1JqtzbHize9lXNs0l13x4jRxR3usbamIWb+4sWcY/d/8ZjYZ1RZzrF8KxpX7mQEAAAAAIBBQiBhAGobHti+fXuX1qfT6V4LJAD93MgJEWMm5bsK2mrezSk1oyojxozv/RqK8/8rQ9H4vaNk38p8l5GI4tKGiMgdSCjee3yUlHccJigYWh8bho3NPbbPhCgZO7QnJQIAAAAAQI8V5LsAktf2BIJVq1Z1af369eujpaUl0y4oKIjy8vJEagMAAAAAAABgcBBIGIAmT56c1V65cmWX1redP2nSpCgt3c23cwEAAAAAAACgDYGEAWjKlClZ7UWLFnVp/eLFi3e7HwAAAAAAAAB0JP8XQpO4f/zHf4zi4uJobm6OiIjly5fH2rVrY5999unU+ueffz6rfeihhyZeI9D7Gpt3RnXtjg/0F25rjAntrFlT0xg70/WZ9s7mpmjctrWXKuw7TTubYlvTlnyX0W07tta0O/aXdcujtKm212vY2LCh3bG1Wxuitam+3fGuaK1paP85NQ1RMDSZ5+RbfU1ju2NraxqipiDd4R7rtrW/BwAAAAAA9AcCCQPQiBEjYtq0afHkk09m+p544ok477zzOlybTqdj3rx5WX2nnXZa4jUCvaehaWd884HX4olF62NHS+sHxvdNVcdzQ3Kv/czNL8aq9NIoam2O6RvnxwH1b0dRemcvV0xPfPP5L0Td0Pz+Hc28+cVIN49NZK+K7Zvjjvae84sXY8OwZJ6TbyN3puILkfs6pJm/+N/YVthxIAEAAAAAAPo7VzYMUKeffnpW+9Zbb+3UuqeffjrefvvtTHv8+PHxsY99LNHagN71zQdei0deX5szjNBZ0zfOj3/YvlQYAQAAAAAAgG4TSBigzjrrrBg2bFim/cwzz8RTTz212zXpdDrmzJmT1XfBBRdEQYEfE9hTNDbvjCcWre/RHoWtLXFA/dsdTwQAAAAAAIDd8EnzAFVRURFf/vKXs/o+//nPx5o1a9pd86Mf/SieeeaZTHvUqFHxzW9+s9dqBJJXXbujRycjREQM3VnvZIQ9REtBazQMye/fVbq1KNItI/JaA9mGFBXEuBHt3MsCAAAAAAB9qCjfBQxWzz//fDQ0NHyg/7XXXstqNzY2xrx583LuMWHChJg6dWq7z7jkkkvijjvuiHXr1kVExNtvvx3HHnts3HjjjXHaaadFKpWKiIhVq1bFFVdcETfffHPW+ssuuyzGjh0Yd3UDDETvjG+InYX5raGldmpEuji/RZDllKnjo7Q4zz8YAAAAAAAQAgl5c84558SKFSs6nLd+/fo45ZRTco7Nnj07br/99nbXjh07Nu677774p3/6p2hsbIyIiBUrVsQZZ5wRo0ePjqqqqti6dWusXLkydu7M/obtGWecERdffHHn3xAAfaaloDXeGd8Qz/0/m/JWQ7q1KFpqp0bj2k/nrQayDSkqiFOmjo9rPn1IvksBAAAAAICIEEgY8KZNmxaPPvpozJw5MzZv3pzp37p1a7zyyis515x99tlx2223ZU5QAAaG+794TOw9sjQKt70TcXvuOb/5wjGxrXlIPPrdu3OOn/iNH8bQMXvGySkbG9bHN5//Qs6xbx/+/8XY0r36uKLklIwYGQXFxXF+HmsYM2SvKClM/lqA1rVrov6J3GP3f/GYKNhnQuLPzIf6LY0x75pXc47d/8WjY+iY0i7vOW7EECcjAAAAAADQrwgkDAInnXRSLFq0KObMmRN33HFH1NfX55z30Y9+NL773e/GmWee2ccVAn1h75Glsd/YoRGp9j/onDCqNIY1tz9+4P6VMapifG+Ul7jVdcVR98rOnGOHTz0kKodX9nFFdEZTfVksa2dsn1FlUTJ2aJ/W01u2tbYf+ttnVFmMHFvWh9UAAAAAAEDvEEjIk+XLl/fp88aPHx9z586Na6+9Nl544YVYvHhxbN26NUpKSqKysjI+9rGPxUEHHdSnNQEAAAAAAAAwcAkkDDJlZWUxffr0mD59er5LAQAAAAAAAGAAK8h3AQAAAAAAAADAwCOQAAAAAAAAAAAkTiABAAAAAAAAAEicQAIAAAAAAAAAkDiBBAAAAAAAAAAgcQIJAAAAAAAAAEDiBBIAAAAAAAAAgMQJJAAAAAAAAAAAiRNIAAAAAAAAAAASJ5AAAAAAAAAAACROIAEAAAAAAAAASJxAAgAAAAAAAACQOIEEAAAAAAAAACAkBduIAAAgAElEQVRxAgkAAAAAAAAAQOIEEgAAAAAAAACAxAkkAAAAAAAAAACJE0gAAAAAAAAAABInkAAAAAAAAAAAJE4gAQAAAAAAAABInEACAAAAAAAAAJA4gQQAAAAAAAAAIHECCQAAAAAAAABA4gQSAAAAAAAAAIDECSQAAAAAAAAAAIkTSAAAAAAAAAAAEieQAAAAAAAAAAAkTiABAAAAAAAAAEicQAIAAAAAAAAAkDiBBAAAAAAAAAAgcQIJAAAAAAAAAEDiBBIAAAAAAAAAgMQJJAAAAAAAAAAAiRNIAAAAAAAAAAASJ5AAAAAAAAAAACROIAEAAAAAAAAASJxAAgAAAAAAAACQOIEEAAAAAAAAACBxAgkAAAAAAAAAQOIEEgAAAAAAAACAxAkkAAAAAAAAAACJE0gAAAAAAAAAABInkAAAAAAAAAAAJE4gAQAAAAAAAABInEACAAAAAAAAAJA4gQQAAAAAAAAAIHECCQAAAAAAAABA4gQSAAAAAAAAAIDECSQAAAAAAAAAAIkTSAAAAAAAAAAAEieQAAAAAAAAAAAkTiABAAAAAAAAAEicQAIAAAAAAAAAkDiBBAAAAAAAAAAgcQIJAAAAAAAAAEDiBBIAAAAAAAAAgMQJJAAAAAAAAAAAiRNIAAAAAAAAAAASJ5AAAAAAAAAAACROIAEAAAAAAAAASJxAAgAAAAAAAACQOIEEAAAAAAAAACBxAgkAAAAAAAAAQOIEEgAAAAAAAACAxAkkAAAAAAAAAACJE0gAAAAAAAAAABInkAAAAAAAAAAAJE4gAQAAAAAAAABInEACAAAAAAAAAJA4gQQAAAAAAAAAIHECCQAAAAAAAABA4gQSAAAAAAAAAIDECSQAAAAAAAAAAIkTSAAAAAAAAAAAEieQAAAAAAAAAAAkTiABAAAAAAAAAEicQAIAAAAAAAAAkDiBBAAAAAAAAAAgcQIJAAAAAAAAAEDiBBIAAAAAAAAAgMQJJAAAAAAAAAAAiRNIAAAAAAAAAAASJ5AAAAAAAAAAACROIAEAAAAAAAAASJxAAgAAAAAAAACQOIEEAAAAAAAAACBxAgkAAAAAAAAAQOIEEgAAAAAAAACAxAkkAAAAAAAAAACJE0gAAAAAAAAAABInkAAAAAAAAAAAJE4gAQAAAAAAAABInEACAAAAAAAAAJA4gQQAAAAAAAAAIHECCQAAAAAAAABA4gQSAAAAAAAAAIDECSQAAAAAAAAAAIkTSAAAAAAAAAAAEieQAAAAAAAAAAAkrijfBZAfy5Yti5deeilWrVoVTU1NMWbMmJgyZUoce+yxUVpamu/yAAAAAAAAANjDCSQMMg899FBcfvnl8X//9385x4cPHx7nn39+fP/734/y8vI+rg4AAAAAAACAgcKVDYPEjh074txzz41PfepT7YYRIiLq6uripptuiqlTp8YzzzzThxUCAAAAAAAAMJAIJAwCra2tMWvWrLj77ruz+gsLC6OqqioOPfTQGDVqVNZYdXV1fPKTn4wXX3yxL0sFAAAAAAAAYIAQSBgErrnmmnj44Yez+r74xS/GypUr46233opXXnklNm/eHA8++GBMnDgxM6e+vj4+85nPRE1NTV+XDAAAAAAAAMAeTiBhgNu0aVNceeWVWX0/+tGP4uc//3lMmDAh01dQUBCf+tSn4oUXXoj9998/079q1ar46U9/2lflAgAAAAAAADBACCQMcFdffXXU1tZm2tOmTYtvfetb7c6vrKyMW265Javvuuuui02bNvVajQAAAAAAAAAMPAIJA1hra2v86le/yur7wQ9+EKlUarfrpk+fHscff3ymXVtbG7/5zW96pUYAAAAAAAAABiaBhAHshRdeiOrq6kz7gAMOiBNOOKFTay+88MKs9kMPPZRkaQAAAAAAAAAMcAIJA9ijjz6a1T7llFM6PB3h/XPfb/78+bF9+/bEagMAAAAAAABgYBNIGMBeffXVrPaxxx7b6bUTJkyI/fffP9NuamqKRYsWJVUaAAAAAAAAAANcUb4LoPcsXrw4qz116tQurZ86dWosX748a78jjzwyidLoQO2WzfHynx7teCK0UbejJT6+/Z2cY0uf2Bwby4ojGrZG1EzMvcGzL0bjzuJ293/r9ddj6KjRSZTa6zY3bI5JG8bkHKtbvCY2lTX3cUV0RsvG6mgoHZtzrHZrcxSXNvRxRb2jbuuOfJcAAAAAAAC9TiBhgGpoaIiVK1dm9e23335d2qPt/CVLlvS4Ljrn5T89Gv/34H35LoM91Efb6f+/B196X2tS7kl337XbvZ+7ry4KCgu7VVffK45Pxg9yjsxbVhsRtX1aDV1w9OU5u1+86a2IeKtvawEAAAAAALpNIGGA2rhxY6TT6Uy7uLg4KioqurRHZWVlVnvDhg09rmvDhg1RXV3dpTVLly7t8XMBAAAAAAAA6FsCCQNUXV1dVnvo0KGRSqW6tMewYcN2u2d3zJ07N+bMmdPjfQAAAAAAAADo3wryXQC9o214oLS0tMt7lJWV7XZPYLApjFTBsI6nAd1WWFwQQ0eV5LsMAAAAAABIhEDCANXY2JjVLinp+ocbQ4YMyWo3NDT0qCZgz1ZQfFCkUg7Wgd5UdUh5FBUX5rsMAAAAAABIhE+WBqi2JyI0NTV1eY8dO3bsds/uuOiii2LmzJldWrN06dKYMWNGj58NdFdhFBQfFMXDPpHvQmDAKiwuiKpDyuOk8w7OdykAAAAAAJAYgYQBavjw4VntticmdEbbExHa7tkdFRUVUVFR0eN9BrojPvEv+S6BAWJYSVEUF6Z2P2nIiIjC9k9RGTJseBQW7fn/dzFqyMgoLhjS8UT6lcKxY6KgG6f87GmGjipxMgIAAAAAAAPOnv8JEzm1DQ/U19dHOp2OVKqDDybfZ/v27bvdk94zYszYOHHW/5vvMgAAAAAAAAC6rSDfBdA7ysvLs8IHzc3NsWHDhi7tsXr16qy2kw0AAAAAAAAA6CyBhAGqrKwsJk6cmNW3cuXKLu3Rdv6UKVN6XBcAAAAAAAAAg4NAwgDWNkCwaNGiLq1fvHjxbvcDAAAAAAD4/9m77/Aoqv2P458kdIgkEFoIBEJEipSEKihFpSmCokhvigJeEb1cLyJyARW9CigoXlGU3lWKIqCAoUkJLSC9BAKEFkqEhBIg+/uDJ/PLZFN2k93sJnm/nicPnNkzc77ZnMxO5nznHAAA0kJCQi5Wt25dU3nz5s0273vu3DmdPHnSKOfPn181atRwVGgAAAAAAAAAAAAAgFyOhIRcrH379qbymjVrZLFYbNr3999/N5VbtmypYsWKOSw2AAAAAAAAAAAAAEDuRkJCLtakSRP5+fkZ5cjISK1bt86mfb///ntTuWPHjo4MDQAAAAAAAAAAAACQy5GQkIt5enqqb9++pm1jxozJcJaEtWvXauPGjUbZ29tbL774ojNCBAAAAAAAAAAAAADkUiQk5HLDhg0zLbWwfv16ffLJJ2nWj46OVv/+/U3bhgwZYpppAQAAAAAAAAAAAACAjJCQkMv5+fnp3XffNW0bPny4XnvtNZ09e9bYlpiYqKVLl6pJkyY6efKksd3f319Dhw7NrnABAAAAAAAAAAAAALkECQl5wLBhw9S+fXvTtq+//loVK1ZUlSpVFBoaqpIlS+q5557TqVOnjDqFCxfWokWL5OPjk90hAwAAAAAAAAAAAAByOBIS8gBPT0/98MMP6tq1q2n7vXv3FBkZqd27dys2Ntb0WsmSJbVixQo1bdo0O0MFAAAAAAAAAAAAAOQSJCTkEYUKFdL8+fP1448/qm7dumnWK1q0qF577TUdOHBALVq0yL4AAQAAAAAAAAAAAAC5Sj5XB4Ds9fzzz+v555/XsWPHtG3bNkVHRyshIUE+Pj6qXr26mjZtqkKFCrk6TAAAAAAAAAAAAABADkdCQh4VHBys4OBgV4cBAAAAAAAAAAAAAMilWLIBAAAAAAAAAAAAAAA4HAkJAAAAAAAAAAAAAADA4UhIAAAAAAAAAAAAAAAADkdCAgAAAAAAAAAAAAAAcDgSEgAAAAAAAAAAAAAAgMORkAAAAAAAAAAAAAAAAByOhAQAAAAAAAAAAAAAAOBwJCQAAAAAAAAAAAAAAACHIyEBAAAAAAAAAAAAAAA4HAkJAAAAAAAAAAAAAADA4UhIAAAAAAAAAAAAAAAADkdCAgAAAAAAAAAAAAAAcDgSEgAAAAAAAAAAAAAAgMORkAAAAAAAAAAAAAAAAByOhAQAAAAAAAAAAAAAAOBwJCQAAAAAAAAAAAAAAACHIyEBAAAAAAAAAAAAAAA4HAkJAAAAAAAAAAAAAADA4fK5OgAgI7dv3zaVjx075qJIAAAAAAAAAABpSXnvNuW9XQAAkPeQkAC3d/r0aVP52WefdVEkAAAAAAAAAABbnT59WqGhoa4OAwAAuBBLNgAAAAAAAAAAAAAAAIcjIQEAAAAAAAAAAAAAADich8Visbg6CCA9sbGxWr9+vVGuUKGCChYs6MKIss+xY8dMS1QsXbpUwcHBLowI+H/0T7gz+ifcGf0T7oz+CXdG/4Q7o3/CndE/kZ1u375tWoK3efPm8vHxcWFEAADA1fK5OgAgIz4+PurYsaOrw3ALwcHBqlmzpqvDAFJF/4Q7o3/CndE/4c7on3Bn9E+4M/on3Bn9E84WGhrq6hAAAIAbYckGAAAAAAAAAAAAAADgcCQkAAAAAAAAAAAAAAAAhyMhAQAAAAAAAAAAAAAAOBwJCQAAAAAAAAAAAAAAwOFISAAAAAAAAAAAAAAAAA5HQgIAAAAAAAAAAAAAAHA4EhIAAAAAAAAAAAAAAIDDkZAAAAAAAAAAAAAAAAAcjoQEAAAAAAAAAAAAAADgcCQkAAAAAAAAAAAAAAAAhyMhAQAAAAAAAAAAAAAAOFw+VwcAIG2lSpXSqFGjTGXAXdA/4c7on3Bn9E+4M/on3Bn9E+6M/gl3Rv8EAACAK3lYLBaLq4MAAAAAAAAAAAAAAAC5C0s2AAAAAAAAAAAAAAAAhyMhAQAAAAAAAAAAAAAAOBwJCQAAAAAAAAAAAAAAwOFISAAAAAAAAAAAAAAAAA5HQgIAAAAAAAAAAAAAAHA4EhIAAAAAAAAAAAAAAIDDkZAAAAAAAAAAAAAAAAAcjoQEAAAAAAAAAAAAAADgcCQkAAAAAAAAAAAAAAAAhyMhAQAAAAAAAAAAAAAAOBwJCQAAAAAAAAAAAAAAwOFISAAAAAAAAAAAAAAAAA5HQgIAAAAAAAAAAAAAAHA4EhIAAAAAAAAAGE6ePCkPDw/jq2/fvq4OCQAAAEAOlc/VAQDu5tatW9q8ebMOHTqkq1evqkCBAgoICFCjRo0UFBTk6vCAVMXFxWn//v06dOiQLl++rFu3bsnHx0elS5dW/fr1ValSJVeHCCATpkyZokGDBhnl+fPnq2vXri6MyPmOHz+u8PBwnTlzRgkJCfL19VW1atXUpEkTFSpUyNXhAQAAAAAAAADsQEIC3Fp0dLTCw8O1bds2hYeHa8eOHbp+/brxemBgoE6ePOmQtmJiYjRmzBjNmDFD8fHxqdapV6+eRo4cqY4dOzqkzfT07dtXM2fOTLdO/vz5VbBgQWPguXLlyqpevboaN26sRx99VMWLF3d6nEibs/vvtm3btHTpUq1du1Y7d+5UYmJimnUDAwM1cOBADRgwQL6+vplu01YtWrTQ+vXrjfL06dN5ogZAupYuXaoPPvhAu3btSvX1YsWKqW/fvho1apT8/Pwc3v5ff/2levXq6c6dO6btrjx/xcbGqly5crp165axrVixYjp//ryKFi3qkphyK2d/Znt4eGQpvhMnTjgtuTCta86uXbtq/vz5mTrmiRMnVKVKFVksllRfI1HSebLz76e0uOp8mrIvjxo1SqNHj3Zae3AszsP0XWfKrnNjQkKCIiIijHbCw8N19OhR0+ehO/1tzLUmAAAAsgsJCXA7f/75pyZMmKBt27bp7Nmz2dLmunXr1LlzZ126dCndejt37tSzzz6r3r17a+rUqSpQoEC2xJeWO3fu6M6dO4qLi9OZM2dMgzgFChRQ69at9eqrr6p9+/ZZvgED22RH/42IiNDzzz+vyMhIm/eJiorS8OHDNWnSJE2fPl1t27Z1SmxwP9zcTT+xKyN16tRRRESEgyJCam7fvq2XX35Zc+fOTbdeXFycJk+erIULF+rHH39Us2bNHBbDvXv39PLLL1sNnrnaggULTDeIpfvvw08//aTevXu7KKrcwxXXnDnJsmXLdO3aNT3wwAN27ztr1qxUkxHgHO7Ul931fAr35E59F7lPdvavf/3rX9qwYYP27NmjhIQEp7blSFxrAgAAILt4ujoAIKXt27dryZIl2XZDYtOmTXrqqaeskhF8fHwUEhKiSpUqycvLy/TarFmz1K1bN7e+0ZqQkKDly5erQ4cOqlevnrZu3erqkPKE7Oi/Z86cSTMZoXjx4nrooYfUsGFDBQUFWQ0Wnz9/Xk8//bQWLFjgtPjgen/++ac6deqk8uXLKyAgQJ06ddInn3yisLAwUzIC4GqJiYnq0qWLVTKCl5eXKleurLp161rN9hMTE6N27dppy5YtDovj888/1/bt2x12PEdJK6FmxowZ2RtILpXd15w5zc2bN/XDDz/YvZ/FYtGsWbOcEBHS4k592V3Pp3BP7tR3kftkZ//67rvvtH379hyVjCBxrQkAAIDswwwJyFGKFSumuLg4hx3v6tWr6tKli27evGlsCwwM1KRJk9ShQwdjMPfMmTP68MMP9c033xj1Fi9erM8//1z//Oc/HRZPenr16mWVoZ6YmKjY2FjFxsbq/PnzxlPQKZMrdu/erUcffVTjx4/Xm2++mS3xwpqj+2+Sxo0bq2fPnmrZsqVq1Khhei0mJkZTp07V2LFjdePGDUn3+03v3r310EMPKSQkxOHxwPWSbr4B7m7cuHFatmyZadvAgQM1cuRI+fv7S7p/zlq2bJnefPNNnTp1SpJ048YNvfjii9q3b1+Wlyc6fvy4/vOf/xjlokWLprl0U3Y6fPhwmsmE69atU1RUlAIDA7M5qrzDWZ/ZklS7dm1NmDDBrn3Kli3rlFhS4+npaSwDNWvWLL388st27b9p0yZT4mTy4yH7ObMvp+Su51PkTHn5PAzny65zY758+eTl5aXbt287vS17ca0JAACA7ERCAtyWt7e36tWrpwYNGqhhw4Zq0KCBTpw4oZYtWzqsjXHjxpmy5StXrqxNmzYZgyBJAgICNGXKFFWsWFEjRowwtr///vvq16+ffH19HRZTWoKCgvTkk09mWM9isWjVqlX6/PPPtXr1amP7vXv39NZbbykhIUH//ve/nRkq5Pz+6+npqe7du+udd95RzZo106xXqlQpvfvuu2rfvr1atmypK1euSLq/3Mebb76p9evXOyQe5Bx5+eZuaoldGfH29nZSNLh8+bLGjh1r2vbxxx/rnXfeMW3z9PTUc889p4YNG+rRRx81lhg5c+aMPvvsM40ZMybTMVgsFr3yyitGYuIzzzyja9euucW5MeWTaY8++qg2bdok6f+fQB85cqQLIst9suOaMzlfX1+brulcpWXLllq7dq0kaePGjTp58qRdS+skf9qybNmy8vPz0759+xwdJlKR3X05OXc+n8L9cR6GM2VX//Lw8FBwcLDRRoMGDRQaGqq2bdu65bmQa00AAABkJxIS4HaeeeYZtW7dWtWqVZOnp3lVkRMnTjisnZiYGH355ZembVOnTrVKRkhu+PDh+u2337RhwwZJ0t9//63x48dbDai4koeHh9q1a6d27dppzpw5GjBggPFkvCS98847CgkJUatWrVwYZe6VHf23atWq2rt3b7qJCCnVrl1b06dPV8eOHY1tGzZs0LFjxxQcHOyQuOB+uLlrZmtiF7LHp59+alpCpFmzZho2bFia9cuXL6/vvvvO9DP8/PPP9cYbb6hkyZKZimHq1KkKCwuTdD9Z56uvvlKvXr0ydSxHSkxM1Jw5c4xy4cKFNWfOHFWtWtWYCpibxFmXXdecOU23bt20YcMG3blzxxiQSP7Ue3pSLvPQvXt3I7kBzuMOfdldz6dwb+7Qd5F7ZWf/+vnnn1W7dm35+Pg49LjOwrUmAAAAsptnxlWA7FWlShXVqFHD6g9GR1uwYIHpKeFmzZrpiSeeSHcfDw8PjRo1yrRt2rRpslgsTokxq3r27Km1a9eqQIECxjaLxaKBAwfmuLUNc4rs6L9Vq1a1KxkhSYcOHayWdFi1apWjwoIbeeaZZ7R//37FxsYqLCxMn376qV544QWm3ITbSExM1PTp003bRo8ebSyVlJYnnnhCjz32mFG+fv26Fi1alKkYoqOjTTMGjR07VhUqVMjUsRxtzZo1OnPmjFHu2LGjAgMD1a5dO2PbsWPHjKfYkDnZdc2Z05QsWVJPP/20UZ49e7bN+y5ZskTXrl0zyn369HFobEidq/uyO59P4d5c3XeRu2Vn/2rWrFmOSUaQuNYEAABA9mOGBORZKdestnV93JYtW6py5cpGRv358+e1detWPfLIIw6P0REaN26scePGaciQIca2yMhIzZgxQ6+++qrdx4uNjdXmzZt17tw5xcTEqFChQipVqpRCQkKsBruz4tSpU9qxY4diYmJ0+fJlFShQQCVKlNBDDz2kunXrqmjRog5rKy957LHHdODAAaOctB67u4mLi9P+/ft16NAhXb58WTdv3lTx4sXl5+en0NBQVa1a1Snt7tmzRzt27NDFixdVsGBBlS1bVk2aNLFrqmp3UKVKFVeHAKRr8+bNiomJMcpBQUFq0aKFTfu+/PLL2rhxo1FeunSpBg0aZHcMr732mv7++29JUsOGDfX666/bfQxnST7lvXQ/wTDp3+TXLzNnztSjjz7q0LavX7+ujRs36ujRo4qPj1epUqUUFBSkZs2aKX/+/A5t6/jx49q7d6/Onj2r2NhY+fn5qWvXripevLhD24H9+vTpo6VLl0q6PyCxefNmNWnSJMP9kvfdunXrqnbt2lmO5eLFi9q3b5+OHz+u2NhY3b17VyVKlFDZsmXVqFEj1nV3A+58Ps0pcss1KICcwZXXms5ksVgUHh6ugwcP6vz588qXL58CAwPVtGnTdGdDBQAAgPORkIA8KS4uzlh2IUnr1q1t2tfDw0NPPvmkpk6damxbvny52yYkSNLrr7+uSZMmKTIy0tg2ZcoUuxISfvnlF40fP16bN2/W3bt3U61TsWJFvfnmm3rttddUsGBBu+OMi4vTF198oRkzZujo0aNp1itYsKCaNWuml19+WZ06dXL4AElu5uvrayon3Tx2B0eOHNH8+fO1atUq7dixI81+Jt1fk3rQoEEaPHiw1feUlnXr1pmWKhg1apRGjx4tSZo/f77GjBmjw4cPp7pvo0aNNH78+Bx1Mwauk5SoduHCBV2+fFne3t4qU6aMGjVq5PBZKm7evKlNmzbp0KFDunbtmkqWLKlKlSqpRYsWKlSokEPbcqRff/3VVG7VqlWGsyMkr5vcunXrFB8fb1ei2oIFC/Tzzz9LkvLly6epU6e6zdOZ165d05IlS4xyqVKl1KZNG0n3Zz8pXry4ce5etGiRvvjiCxUuXNjm448ePVpjxowxymFhYWrRooViYmI0YsQIzZo1S7dv37bar0SJEhowYID+85//2NS3Tp48qcqVKxvlPn36GGsVz5kzR19++aXCw8Ot9mvUqJHq1q1r8/cD53j66adVsmRJXb58WdL9aZszSkiIjo7WmjVrjHLv3r0z1bbFYtGmTZu0aNEirV69Os3P5iS1atXS0KFD1aNHD+XLl/6ft9WrV9ehQ4ckSZ6enoqKilJAQIBd8V26dEnly5c3Zhvz9/fXqVOn5OXlZddxcgt3Pp9mpFKlSoqKipIkBQYG6uTJkzbvm9a5NDVcg8LRsqvvIndy9rVmixYttH79eqNsz4yiM2bMUL9+/Yzy9OnT1bdv3wz3S0xM1OTJkzVu3DjTzA9JPDw81KZNG3366aeqVauWsS1J8+bNtW7dOpvjBAAAgP1yxp0CwMH279+vO3fuGOXKlSvb9XRV06ZNTeWIiAiHxeYMnp6eGjx4sGnb7t27bXo6/uLFi2rZsqU6dOigDRs2pDtIfOrUKf3zn/9U7dq1dfz4cbtiXLZsmSpXrqwRI0akm4wgSbdv39bq1avVtWtX/fnnn3a1k9dFR0ebypldd93Rli9froceekijR4/W1q1b0+1n0v0B31GjRqlWrVravn17pttNSEhQz5491b1793QHPLZt26YWLVoYg2lASvfu3dO0adMUGhoqf39/Pffccxo4cKBGjBihN954Q126dFGlSpX08MMPa+7cuVle6uf69esaOnSoSpUqpdatW+uNN97Qe++9p0GDBqldu3YqXbq0Bg8ebJo63Z2k/Ny05cnrJP7+/qYnRhMSEkwzv2Tk8uXLeuONN4zy0KFDHfIUt6MsXLhQN2/eNMpdunQxBlkLFiyoF154wXgt5Q3lzPrrr79Up04dTZ06NdVkBEm6cuWKPv74Y9WpU8eugY/kbt++reeff169evVKNRkB7iN//vzq1q2bUV64cGGafSPJnDlzlJiYKOn+wHSPHj0y1fbbb7+tZs2aafLkyRkmI0j3+2/fvn3VsmVLXbx4Md26yZNxExMTNW3aNLvjmzlzpmnps5deeinPJiO4+/nUnXENCsBVXHGt6UyxsbF67LHHNGTIkFSTEaT7SRGrVq1S/fr1tXDhwmyOEAAAABIJCcijDh48aCrbu9RAyvopj+eOOnXqZLUtLCws3X2OHj2qxo0bW2WKe3h4qFKlSqpfv75q1aqlYsWKmV4/cuSIHnnkER05csSm2D777DN16tRJly5dsmqnQoUKqlevnurWrcsUe1mU9MRhcs5a+sBet27dstpWuHBhVa1aVfXq1VP9+vVVuR/XU+4AACAASURBVHJlqyfuoqOj1aJFi0z/Dvbp00dz5841yr6+vqpdu7ZCQ0Ot1gC9d++e+vfvn6UECOROBw8eVJ06dfTyyy9r9+7d6SYb7N+/Xz179lTz5s115cqVTLV38uRJhYaG6rPPPlN8fHyqda5fv67JkyerRo0a2rt3b6bacSZXfg4PGTLEWC6iSpUqGjVqlF1tO1vKKXRTDuqmLGd1kOrChQtq27atzp07Z2wLCAhQ/fr1FRQUZHXePXLkiB5//HGdPXvW7rb69u2rxYsXG2Vvb2/VrFlTISEh8vPzy/w3kUOdO3dOO3fu1IYNG/TXX3+ZfgbuIPkMB7GxscZT8GlJ3nfbtGmj0qVLZ6rd1K4JfH19Vb16dWMGjXLlylnV2bRpkx5//HHTIEtKffr0Mc3wMW3aNCOJwlbfffed8X8PDw+bl33Ljdz9fOrOuAZ1D+5+HgacIbuvNZ0pPj5erVu31ubNm61eq1ixoho0aKDg4GAj4SIpGSz5DA4AAADIHiQkIE9K+RRKhQoV7No/Zf2oqKhUb566k4oVK1rNArF79+4069+4cUMdO3bUiRMnjG2VK1fWN998o8uXL+vEiRPavn279u7dq6tXr2rlypUKDQ016sbExKhLly4ZPk23dOlSDR061HQzuEyZMvriiy909uxZnTp1Sjt27NDu3bsVHR2tCxcuaN68eerQoUOOmQ7WXaxbt8708/Tw8FDbtm1dGJGZl5eXnn76aX3zzTc6evSo4uLidPjwYe3YsUPbt29XZGSkYmNjNWfOHFMixY0bN9S9e3e7nzifPXu2FixYIElq27attmzZosuXL2vPnj3auXOnLl26pCVLlpgSYe7du8e6yDbISzd3N23apKZNm2r//v2m7V5eXnrwwQfVsGFD1ahRw2oZm40bN6pJkya6evWqXe1dv35dbdu21bFjx4xt5cqVU/369fXggw9aTVceHR2tVq1a2fSUcXa5efOm1Qw9Wf0ctvX7W7FihWkAaMqUKXZNQetsx44dM838ExwcrMaNG5vqtGjRwjTF/Nq1a61mv7HHsGHDjOSCrl276uDBgzp9+rS2b9+u48eP6/Tp03r77bdNT4CfOHHC7kHYVatWGefc+vXr67ffftOVK1e0b98+7dq1SzExMdqyZYvKly+f6e8lp/jrr78UFBQkf39/1a9fX82bN1ft2rXl7++vcuXKqWvXrlq1apWrw1SDBg1UvXp1ozxr1qw0627fvt2UGNSnT58ste3t7a1+/frpxx9/1NmzZ3XlyhUdOHBAW7du1e7du3X27FmdOXNG//3vf02Dt/v379c777yT5nFLlCihzp07G+WoqCj9/vvvNse1ceNGY8kH6f4SMslnbMlL3P186s64BnW9nHIeBhzNFdeazjR8+HBTspaHh4f69++vY8eOKSoqSuHh4Tp69KjOnz+v//73vypSpIju3r1rWhYCAAAA2YPRPORJKadztXft2DJlypgGfRITE401dt1ZvXr1TOXIyMg06w4dOtR0Y/mZZ57R3r179eqrr8rX19dUN1++fGrbtq02b96s5557ztgeERGh//3vf2m2ceHCBas/BB977DEdOnRIgwcPTnUZjdKlS6tbt25atmyZDh48qODg4DSPj/+XmJio4cOHm7a1bdvWrqVKnKlevXo6fvy4li9frldffVXBwcGpJpx4e3urR48e2rNnj5566ilje0REhN03DZP6/8iRI7Vy5Uo1btzYtI6kl5eXnn32WYWFhalIkSLG9vDwcO3Zs8febzFPyGs3d8+cOaNnn33WlFQQEhKiRYsW6e+//9aRI0e0bds27d+/X1evXtXcuXNNA1eHDx+2e1B37NixxuB7u3btjIG57du368iRIzp37pw++OADFShQwNjn4sWL6tmzp+7du5e1b9hBLl26ZEogyp8/v91PUqcctM5omnbpfjLHwIEDjXKvXr305JNP2tWus2X0xJp0/0Zr9+7djXJiYmK6A8UZSVqD+sMPP9T8+fNVrVo10+v+/v769NNPtWjRIlNSwqpVq/TDDz/Y3M6FCxckSZ07d9aWLVvUunVrqwSaxo0bq1SpUpn9VnKMK1eumBIEkzt//rwWLlyodu3aKTQ0VH/99Vc2R2eWPLFg1apVaf6uJe+7vr6+6tChQ6bb7Nevn86cOaNp06bp+eefT3U2BOn+eWDYsGGKiIhQ5cqVje1Tp05Ndwaa5OeBpPq2Sj47giS98sorNu+bm+SE86k74xrU9XLSeRhwJFdcazrLnj179NVXX5m2TZkyRVOnTlWVKlVM20uWLKlhw4YpLCxM3t7eaf7+AwAAwHlISECeFBcXZyoXLVrUrv09PDysngBKeUx3lHI65LSeWj59+rTphmvt2rX1ww8/WC3NkFLBggU1Z84c04DbpEmT0hwEmzRpkmJjY43ygw8+qJUrV1pNU5qWqlWr2p1MkleNHz9e27ZtM8qenp4aO3asCyMyq1y5sgIDA22uX6hQIc2ePVvFixc3tk2fPt3udjt27Kj3338/3TpVq1bV4MGDTdtWrlxpd1t5gbvf3I2MjNSaNWts/kovaUu6PwCTPBnt9ddfV3h4uDp37mz1uVK4cGF1795dO3fuVP369Y3tS5Yssas/JQ0eDx48WCtWrFDdunVNr/v5+em9997T77//bpqWfMeOHekmiGWnlJ+XRYoUMQ3E2CLl+2vLZ/CwYcN0+vRpSfffp88++8yuNp3NYrFY3ezt2bNnqnVTbk95c9le7du314gRI9Kt06lTJ7399tumbZ9//rld7QQFBWnmzJlWiQhI3e7du9WoUSO7Ej8crWfPnkaC4N27dzVv3jyrOgkJCZo/f75RfvHFF61mhbFHvXr19MADD9hcPzAw0JRUcPPmTePp89Q0adJEtWrVMsq//PKLkTCTntjYWNPPonTp0urYsaPNceYm7n4+zQm4Bs0Z3OE8DDiKK681nWHy5MmmmTb79u2rV199Nd19GjZsaPf1KwAAAByDhATkSSkHLpIP2tgqJyYkpBzoTyvmr776Snfv3jXK48aNs/nGcpEiRfTWW28Z5aioKO3YscOqXkJCgr7++mvTtilTptidHIKMbdy40Wqg6c0331RISIiLInKMEiVKqF27dkY5tXUjM/LRRx/ZVK9Lly6m8q5du+xuC//PVTd3Z8+erVatWtn8ld6TQOvWrdO6deuM8rPPPqsvv/wyw4HWEiVKaMmSJaYnHidMmGDX99GwYUNNmjQp3TrNmzfXf//7X9O2SZMm2b20iTO44jN448aNmjJlilGeMGGCVZKeq/3xxx+mpSwaNWqU5ixAtWrVUu3atY3y4cOHtXXr1ky3/cknn9hUb8SIEaaB4i1btphmU8rIu+++m6endPfz81Pfvn01Z84c7d27V1euXNGdO3d09epV7dmzR5MnT1adOnVM+9y8eVM9e/bUhg0bXBJz+fLl9cQTTxjl1M6Ly5cvN81IkNXlGjLjiSeeMM2kkNE1wYABA4z/37lzx6b1sefOnaubN28a5T59+ih//vz2B5vD5YTzaU7ANahr5MTzMOAorrzWdLSEhART8qGXl5fND1y89NJLpiUgAQAAkD1ISECedOvWLVM5+dTWtko5QJ/8BqW7SjnDQUJCQqr1VqxYYfy/bNmydk/B2rp1a1N548aNVnXCw8NNsyM8/PDDevzxx+1qBxmLjIxUp06dTAkmdevWtfkmqLtLPkVzdHS0YmJibN63Vq1aqlGjhk11H374YdNAc9JTgbgvL97cnThxovF/T09Pu560CQgIMA3Y/fHHH6ZlHzLy8ccf2zSjwD/+8Q9VrFjRKB8/flzr16+3uR1nye7P4Fu3bunll182kjGefPJJ9e7d2+42nS3lk2dpPbGW1uuZfXKtXr16Np8LixUrpueff960zdY+5eXlpRdffNHu+HKLOXPmKDo6WtOnT1ePHj1Uq1Yt+fr6Kl++fPLx8VHt2rX1j3/8QxEREZoyZYqpjyckJKh79+5WvzvZJfn5avfu3dq/f7/p9eR9r2rVqnrkkUeyLbbkks/QtXv37nTr9uzZ05QE+91332WYsJVyuYb+/fvbH2QOl1POp+6Oa1DXyMnnYcARXHWt6Qx79uwxJSS3aNFC/v7+Nu3r4eGR6lIVAAAAcC4SEpAnpXwaM62B+fTcvn073WO6o+vXr5vKqc16cPXqVe3bt88oh4aGGlP12ir5AJikVJ+eTJmkkPxJdzjGpUuX1K5dO126dMnYVqZMGS1evDhLUyk7W2xsrL7//nv169dPoaGhKleunIoWLSoPDw+rr48//ti0b/LvNSPJp83PSP78+U0zjPz9998275vb5cWbu3fu3NHq1auN8qOPPmoaCLNF8sQti8WiP//806b9KlSooJYtW9pUN1++fFY325LP6uAq2f0ZPGrUKB09elTS/ZkVkj/Z6y7i4uK0ePFio5wvXz6rp2JT6tatm+nzecGCBVbviy1atGiRpfrh4eE27VetWjV5e3vb1VZu0qNHD5uTbwYMGKB58+aZfr7R0dFW6yRnl+eee870s0s+IBETE2OaQr5Xr14ObfvkyZP69NNP1blzZ1WvXl2lSpVSwYIFU70m2LJli7FfRtcDxYsXV9euXY3ysWPH0j0/7tixQxEREUa5efPmefLpypxwPs0JuAZ1jZx8HgayypXXms6QchbOJk2a2LW/vfUBAACQdSQkIE9KOVNAZgbDUj6NmfKY7ijlDazUYj58+LDpCbEVK1aketM3va+Uyy4kn8Y3yfHjx01le27MIWPXr19Xu3btdOTIEWNb8eLF9dtvv5lmFXAn8fHx+ve//62yZcuqf//+mjFjhnbv3q3z58/rxo0bNh0j+awbGSldurRd8SXv1zlhRpTskpNu7o4aNUoWi8Xmr9GjR6d6nF27dpn6ZGbOX7YkbqWmWbNmNs2OkCSzg8fOlJ2fwbt27TItifGf//xHVapUsbs9Z1u0aJHi4+ONcuvWrVWqVKl09wkICFDz5s2NcmxsrJYtW2Z32w8//HCW6p84ccKm/dz1s8ddderUyWpwf/bs2S6JpUiRInrhhReM8ty5c3Xv3j1J0rx583Tnzh1J9584dFRCQlRUlJ599lkFBQVp2LBh+vHHH3Xo0CFdunTJpiQmW64HBg4caCpPnTo1zbopX3vllVcyPH5uk1POpzkB16A5gzudh4GscuW1pjNER0ebytWrV7drf3vrAwAAIOtISECelHLgIvkfZrawWCw5MiHh4sWLpnJqU9pdvnzZ4e2m9iRPyiQFe2/MIW23bt1Shw4dTE8NFClSRL/++qvVtPnu4tKlS3rkkUc0bty4LD11Yc++WZnVJKNpnZG23HBzN2XywGeffWZ34la9evVMx0gtcSs12TV47EwpPy9v3Lhh9+9Uys/t1D6D7969q5deeskYOK1du7b+9a9/2Rlt9rB3Ct206s2YMcPutkuWLJml+rYmgj3wwAN2tQNp6NChpvLevXt14cIFl8SSfFr+s2fPas2aNZLMfbd58+YKDAzMclvh4eGqU6eOli1blunPW1uSFurXr6/Q0FCjvHjx4lTPxfHx8Zo/f75R9vX1tVq6JLfLSefTnIBr0JzDnc7DQFa48lrTGVJefxYvXtyu/ZPPPAMAAIDskS/jKkDuk3Lw+8yZM3btf+HCBd29e9coe3p6ys/PzyGxOdOuXbtM5dSearLnCXNbJSYmWm1LuXxETkjoyAnu3LmjF1980TTtcIECBbR48WI1bdrUdYFloHPnzvrrr79M25Kmpq9Ro4YCAgJUrFgxFS5c2PR0/axZs3LcYDbu39xNflMs6eZumTJlXBiV7bIrcSs12TV47Ex+fn7y8PAwBlXu3Lmjixcv2vXzT/lUVGpJbXPmzNGePXsk3f+c/vbbb03rcLuLyMhI0zJGXl5eKlq0qDHgmx4fHx/Te/n777/r/PnzKlu2rM3tFylSxK54U86ClHz93vTkz5/frnZwf5350qVLGwmlFotFR44cccm5MinZICoqStL9z19/f3/t3r3bqNOnT58st3P58mU99dRTVufE2rVr67HHHlNwcLD8/f1VuHBhFSpUyDRjzNChQ7V371672hs4cKBeffVVSfeTGmfPnq0hQ4aY6ixcuNB03dqrV68csVSbI+WU8yngaO50HgYyy9XXms6Q8kEEW2fsS+LOS1gCAADkVtxFQJ700EMPmcqnTp2ya/+U9QMDA93+xmRUVJTV0xwhISFW9VIOTLRs2VLvvvtultr29fW12pZyHWlbBzSQtsTERPXu3Vu//PKLsc3Ly0vz5s1TmzZtXBhZ+n7++WdTAoW3t7e+/vprqzUrU7N27VonRwdnyOk3d7MrcSs19g4eFyxYUF5eXsZTre5wri1cuLAqVqxoDGxK9z9X7fn5p/wcrlatmlWd5D+nxMRENW7cOBPRSv369VO/fv2McseOHbV06dJMHSs1s2bNMj3xeu/ePXXs2DFTx7p3755mz56tt99+2+Z9bF0SJ4kts1PAcQICAkwzXMXExLgkDg8PD/Xu3VsffPCBJGnp0qWm5JSiRYualnXIrLFjx5qSvh588EHNmTNHDRs2zHBfe8+P0v31sYcOHWokHEydOtUqIYHlGnLO+RRwBnc5DwOZ5eprTWdIOSOCvX/jXLt2zZHhAAAAwAYkJCBPSjlwceDAAbv2Tzldd2oDIe7mxx9/tNrWsmVLq20pZ3ooVKiQnnzySYfHU6JECVM55XISsI/FYtGrr76qBQsWGNs8PDz03Xffuf20wsljlqRvvvlG3bp1s2lfW6e5h/vJyTd3Uw569enTx+ZpT9MSEBBgUz17B49v375tJCNI7jN4XK1aNVNCwoEDB9SgQQOb98+Jn8OpsVgsmjVrlkOPOXPmTLtuEl+6dMmu46ecIYQpb50r5cwSd+7ccVEkMiUk3LhxwzRQ/9xzzznk/LJw4ULj/4UKFdKqVasUFBRk076ZuSYoVqyYevbsqa+//lqStH//fm3ZskWPPPKIUd66datRv3HjxnYvnQP3lXyGDXvZ+3mMnMudzsNJ6LuwlSuuNbOjf6a8n3T27Fm72rG3PgAAALKOhATkSTVr1lT+/PmNmwknT57UuXPnVK5cOZv2//PPP03lunXrOjxGR0pMTNRXX31l2tagQQOVL1/eqm7lypVN5WPHjjklpgcffNBU3rFjh1588UWntJUXvPXWW/r+++9N27744gv17dvXNQHZIfmN/pIlS9rVD/bv3++MkJAN3PHmrq1SJm6VKFHCKYlbqcktg8d169bVb7/9ZpQ3b95s83Tv586d08mTJ41y/vz5VaNGDUeHmC3Wr1+vEydOOPSY+/fv144dO1S/fn2b6u/bt8+u46dcXifldQMc6/z586ZyqVKlXBSJFBwcrCZNmmjz5s1WrzliuYZTp06ZBgjatm1rczLCzZs3M/27NGDAACMhQbo/I0JSQkLK2RGSlndA7pB8hrubN2/atW9OSqRE1rjTeTgJfRe2csW1ZsrZQ2/evKnChQvbdGxb+2fKa//kS0jZIiIiwq76AAAAyDoSEpAneXt7q1mzZqbp3levXq3evXtnuK/FYrFaa++ZZ55xeIyONHnyZKs/QgcOHJhq3YCAAAUHBxuJCEePHtXp06dVoUIFh8b02GOPmcorV67Up59+6tA28oqRI0dq0qRJpm0fffSRXn/9dRdFZJ/kS4kEBwfLy8vLpv2uXbumnTt3OissOJk73ty1VXYlbqUmtwwet2/fXp988olRXrNmjSwWi01PVP3++++mcsuWLVN9Mvv555/P1JPMKdehf/vtt9W6dWujXLp0abuPmZaZM2eayqNHj9aoUaPsPs6HH36okSNHmo5ra0LC+vXr7WorZX1bptJH5pw5c8Y0k4gkh1+P2at3795WCQkBAQF6/PHHs3zslEuLpVxiLT0bN27MdGJbnTp11LhxYyNBctGiRZo4caIKFiyo2bNnG/UeeOCBPJs8mxPOp5nxwAMPGP+/evWq7ty5Y5UwmZbt27c7Kyy4EXc8D0v0XdjOFdeayfundP/zvVKlSja1Y2v/THn9uWLFCiUmJma45GOSn3/+2aZ6AAAAcBwSEpBndejQwZSQ8P3339uUkBAWFmYa3C9TpowaNWrklBgdYevWrVbT6VWtWlW9evVKc5+2bdtq8uTJRnny5MmmgSNHaNCggUqUKGFMr7tv3z798ccfDrmhnZeMGzdOH374oWnb8OHDNXz4cBdFZL/k61kmJCTYvN+0adN069YtZ4QEJ3PXm7u2atKkiQoUKGD016SBMFtvBGfFxo0bbR64l9x38LhJkyby8/MzZnyIjIzUunXrUl1KKKWUs8GktQZuhQoVMtWvfH19TeUaNWo4ZQaM+Ph4q+WUunbtmqljde3a1XSTeP78+ZowYYIKFCiQ4b47d+7UgQMHbJplIi4uTj/99JNpW/Pmze0PGDZJ2dcrVKhgNcNUduvSpYuGDBmi27dvG9t69uxp8wBAepJfD0j2XRP873//y1LbAwYMMBIS4uPjNW/ePBUvXty0DET37t1VtGjRLLWTU7n7+TSzAgMDFR4eLun+TE379u1TSEhIhvvt27ePWbryCHc8D0v0XdjGVdeagYGBpvLu3bttSki4dOmS/vjjD5vi8ff3V7169YwHFM6ePaulS5eqU6dOGe576tQp/fLLLza1AwAAAMfJ+p0jIIfq2rWr6abihg0bMvzjx2KxaMyYMaZt/fr1c8hNWGeYM2eOnnjiCdMNXU9PT33zzTfpDpy99dZbypfv//OVvvzyS+3atcuhseXPn1+vvfaaadvAgQMVHx/v0HZys2+++Ub//ve/Tdtef/11ffTRRy6KKHPKli1r/H///v2KjY3NcJ/o6Gir30XkHO56c9dWRYoUUbNmzYxybGys5syZky1tnz59WmFhYTbVvXv3rubOnWva5i6Dx56enlZLyowZM8ZqQDKltWvXauPGjUbZ29s7xz6x/NNPPykuLs4oh4SE2PVEeHLBwcGmp9QuX76s5cuX27z/sGHDbKo3duxYXbt2zSg3btxY1atXtz1Q2OzgwYOaMGGCaduzzz7romj+n4+Pj65cuaLr168bXx988IFDjp38ekCSNm3aZNN+K1as0LJly7LUdpcuXUyD51OnTrVaruGVV17JUhtwP6GhoabyokWLbNpvxIgRzggHbsZdz8MSfRe2cdW1Zmb75/vvv2/XEiQpP5f/+c9/Wi1Xl1JiYqIGDRrEgw0AAAAu4J6jqEA2KF26tNWU9v379zetXZvSxx9/rA0bNhjl4sWLW80+4GoWi0WrVq1S69at1atXL924ccP0+oQJE9SiRYt0jxEUFKSXX37ZKN+8eVPt27fXli1b7Irljz/+SHet3TfeeEMlSpQwykePHtVTTz1l04C0JB0+fFhnzpyxK6bcYt68eVYJHf369dMXX3zhoogyr0mTJsb/ExISMpzdISYmRu3bt7e5n8C9uPPNXXukPPePGDEi3c8PRxo+fHiGA/eS9NVXX+nUqVNGOSgoKMPzf3YaNmyYaamF9evXpzsbT3R0tPr372/aNmTIEPn5+TktRmeaMWOGqZzZJ9aSdOvWLd3jp2f58uUZJrMtWbJE48aNM2178803bW4jr4qIiNDnn39udT2W0T5t27bV9evXjW2FCxfWO++844wQ7VakSBEVK1bM+EqexJoVFStWVPny5Y3y9u3btXDhwnT3CQ8PV8+ePbPcduHChU0zpe3atcuU/BUaGmo1wIKc76mnnjKVv/zySx09ejTdfUaOHMlU3zlMbjwP03dhC1ddaz755JOmB2AWLVqUYZLhd999Z5ql0xZ9+vQxJbVHRUWpVatWioyMTLX+tWvX1KtXL61YscLm2eYAAADgOCzZALf0559/ppoZvWfPHlP51q1bWrNmTarH8Pf3z3D64X//+9+aOXOmsZb5iRMn1KRJE33xxRd65plnjD9Szpw5ow8//FDffPONaf8RI0aYBtSdKTIy0up7TUxM1N9//63Y2FidP39e4eHh2rp1qzEFdnL58+fXxIkTrQax0/L5558rPDxcu3fvliSdO3dOzZo1U8+ePTVgwADVr1/f6gZ0XFycIiIitHLlSv300086fPiw1XR9yZUqVUozZsxQx44djcG1DRs2qHr16hoxYoQ6d+6sMmXKmPa5ePGi1q5dq/nz5+vXX3/V2rVrFRAQYNP3lF2c3X/XrFmjPn36KDEx0dhWrVo1denSxbQMiS18fX1Vr149u/ZxtN69e5ue4p4yZYpu3Lih999/39R/rl+/rkWLFum9994zfmerV6+ugwcPZnvMuH+jNiwsTAMGDFCRIkVs3qdjx45ue3PXHq1bt1bz5s2NJRHOnTunNm3aaMmSJQoODrbpGImJiVq8eLF2796tsWPH2tx2eHi4hgwZkm4C0oYNG6ze1zfeeMOtbr75+fnp3Xff1bvvvmtsGz58uE6dOqX33ntP/v7+ku6/Tz///LOGDBliSrDw9/fX0KFDsz1uR4iKitK6deuMsoeHR5ZvEnfp0kX/+te/jM/TlStX6uLFixmu0R4YGKioqCiNGDFC+/bt06hRo0xPz507d04TJ07UhAkTdO/ePWN769at1aVLlyzF7A6c/ZkdGxurf/7znxo7dqw6deqk5557Tg0aNLBKpLFYLNq3b5+mTp2qb7/91rQkgnQ/KTbpdyI36927tz7++GNTOTIyUv/4xz9Ma1KfOXNGU6ZM0fjx43X79m0VKlRIZcuW1cmTJzPd9oABAzRp0qRUX8sJsyNk199PuUnt2rXVsGFDY+r7+Ph4tWzZUl999ZXat28vLy8vSfd/P7dt26YxY8Zo1apVkqQqVaro+PHjLos9N+E8bD/6ru2y69x47ty5NJfDuHr1qql84MCBNNt69NFHVahQoXTbsoUrrzX9/Pz03HPP8galhwAAHORJREFUGTMjJCYmqn379po4caK6d+9uWubhr7/+0ieffGLcD7CnfxYqVEhTp07V448/btwb2b17tx5++GF17txZLVu2VOnSpfX3339rx44dmjdvnnEfYcCAAZoyZUqW3g8AAADYyQK4ocDAQIukLH316dPHprbWr19vKVSokNX+Pj4+lpCQEEvlypUtXl5eVq937NjRkpiY6LT3oE+fPll+D5K+6tevb9m+fbvdMZw+fdpSq1atVI9ZtGhRS7Vq1SyNGjWy1KpVyxIQEGDx8PCwqhcYGJhhO59//nmq+3p4eFgCAwMt9evXt4SEhFj8/f2t6oSFhdn/5jqZs/vvqFGjHNY3mjdv7pT3oHnz5qZ2pk+fnm79p556KtX4goKCLI0aNbI89NBDlgIFCphe6969u9V7kV5/CAsLM9UdNWqUXd9T8p+rLf3a1TZt2mRZvXq11df48eNN70OZMmVSrbd69WrL/v370zx+0vtZsmRJyyuvvGJZsWKFJSYmxqpeYmKiZe/evZbBgwdbChYsaPUznjhxotPeg5TnUXt/5hk5e/aspVy5cqY2ihUrZhk6dKjlr7/+SvUz4tKlS5bff//dMnjwYEv58uUtkixt2rRJs42vv/7a6pya9P927dpZIiIirI7/4YcfWr3XoaGhlrt37zr0+3eEe/fuWdq3b2/VL7y8vCxBQUGWkJAQi4+Pj9XrhQsXtmzatMkpMdl7/sqM999/39RGkyZNHHLcZs2amY772WefWdVJed5csGCB1edrxYoVLQ0aNLAEBwdbPD09U/1sP336dLqxnDhxwubPNVdy9md2ys+e5OfemjVrWho3bmx5+OGHLb6+vmkef+jQoU59D1KeK5csWeLQ49epU8d0/BMnTqRZ9/Lly5aAgACr9yBfvnyWmjVrWho2bGipXLmy1XXjt99+a/W7mxkpf4ckWYoUKWL5+++/M/ndZ5/s/PvJVtlxPk0uM5/727ZtS/VvPR8fH0toaKilbt26lhIlSphe69atG9egDsR52H37bk75LE9Pdp0bp0+fnuV2MvqMtIcrrzUtFovl5MmTlmLFill9f8WKFbPUqVPHEhoaaildurTptWbNmlm+/fZbuz83Zs6cmer1alpfjRo1sty4ccO07YknnnDI+wMAAIC0MUMC8rxmzZrp119/VefOnXXlyhVje2xsrDE7QErdu3fXtGnT3OpJ05QKFCigtm3basCAAVZTOtoqICBAW7Zs0cCBAzV37lzTFOHx8fE6dOhQhseoWLFihnXefPNNVaxYUa+88orpZ2CxWBQVFaWoqKhMxQ/XSd5XJJmmbEzN3Llz1aZNG+MpnySRkZGpTrnYtWtXTZ8+PcMpxvOyHj162PS7c+HCBbVq1SrV1/r06ZPhtO+XL182rbVdpkwZ+fn5ydvbW3FxcYqOjrZ6KijJ0KFDNWTIkAxjdFflypXT8uXL9cwzzxjLNcTFxWnChAmaMGGCfHx8VL58eXl7e+v69eu6fPmy8VROZo0YMUKfffaZDh06pJUrV2rlypXy9/eXv7+/rl27psjISN29e9e0j5+fn+bMmWM8LedOPD099cMPP6hfv35asGCBsf3evXtpTrdasmRJ/fjjj2ratGl2helwM2fONJVTToGbWV27djUtLTVz5ky99dZb6e5TpkwZ/fbbb2rTpo3Rj0+dOmWajSK54OBg/fbbb243O1FOc+HCBV24cCHdOg888ID+97//qUePHtkUleuVKFFCP//8s9q1a2d6f+7evZvqk6eenp4aP368XnnlFdNsS5k1YMAA0++QdP+J0OSzM8B92Xv9KUkNGzbUd999p/79+5tmgYmNjdWuXbus6nfr1k0zZszgGjQXcKfzMH0Xjubqa83AwED9+OOP6tSpk2m5lLi4OKvZKSTp8ccf1+LFi7VkyRK7Y+rdu7dKliypgQMHZrikZ+fOnfX999+bfmek+8uxAgAAwLk8XR0A4A4ef/xxHThwQIMGDUp36vGQkBD99NNPmjt3rgoWLJiNEaYuX758Klq0qMqXL6/Q0FA9//zzGjlypH799VddunRJy5Yty3QyQpKiRYtq9uzZioiIULdu3eTj45PhPtWqVdOQIUO0efNmq5u6aenUqZMiIyM1cuTIdJd5SIqpQ4cOWrp0qR577DGbjo/slXJaTG9v73Tr+/j4aMOGDRo5cmS6NwNq1qypefPmaf78+aapHuE+Lly4oP3792vr1q3at29fqskIDzzwgObMmaPx48e7IELHCg0N1c6dO/XEE09YvRYbG2u8F/v3708zGcGWxK0k3t7eWrlypWm91LNnz2rHjh06cuSIVTKCv7+/Vq9ererVq9vcRnYrVKiQ5s+frx9//FF169ZNs17RokX12muv6cCBA2rRokX2BehgmzZtMk1F6+Xlpc6dOzvk2J07dzYtp7Rnzx5FRERkuN/DDz+siIgI9e/fP83rG19fXw0bNkx79+5VUFCQQ+LNC2rVqqVPPvlEbdu2tXmZr2rVqunTTz/VyZMn81QyQpKQkBDt3LlTPXv2TDORysPDQ61atdLWrVszTLqxxwsvvGCVfJATlmvAffZefybp27evNmzYoEceeSTNOlWqVNHs2bM1b948rkFzmJxwHqbvwpHc5Voz6YGDtm3bpvkwT9myZTVx4kT9/vvvWUoKePrpp3Xw4EF9++23at26tSpUqKACBQqoSJEiqlatmvr3769NmzZp0aJF8vb2Nj0II5GQAAAAkB08LClTsYE87ubNm9q8ebMOHjyo2NhYFShQQOXLl1ejRo1sXhc8N0tMTNSuXbt05MgRXbp0SdeuXVORIkXk4+OjKlWqqEaNGipVqlSW2zl48KD27t2rmJgYxcbGqkiRIipVqpSqVaum2rVru0VCCNJWrVo1HT582Cj/8ccfatmypU373rp1S1u2bNHBgwd19epVFShQQP7+/mrQoIGqVq3qrJBznUqVKmV5dpH0Zki4fPmyvv/+e4WFhSk8PNzqpk5qqlWrppdeekn9+/eXr69vlmKzRd++fU1PB40aNUqjR492WnthYWEaP368wsLCUl2rNomnp6dCQkLUpk0b9ejRI901aadMmaJBgwYZ5fnz56tr1666fv26Ro0apW+//Vbx8fFW+3l7e6tXr1766KOPctwNtmPHjmnbtm2Kjo5WQkKCfHx8VL16dTVt2tQha+rmdaNHj9aYMWOMclhYmCnB49q1a9q4caOOHj2q+Ph4+fn5KSgoSC1atLDpiU2kLyoqSkePHtWpU6d09epV3bx5U4UKFZKvr6/KlSunRo0aqWTJkq4O021cuXJFGzZsUFRUlK5fv66iRYuqcuXKatKkidWa1Y5w/PhxPfjgg8bTyjVr1tS+ffsc3g6co23btvrtt9+M8rRp09SvXz+7jhEVFaVNmzbp/PnzunXrlkqXLq3Q0FCFhoa69ex4sJ07nofpu8jtLly4oPXr1+vs2bOKj49XiRIlVLt2bTVu3Ngls7glzXKXZPTo0Ro1alS2xwEAAJCXkJAAAHAoi8WiwoUL6/bt28a2EydOqFKlSq4LCk7njjd3XSUhIUHbtm3TyZMndenSJcXHx6tYsWIqUaKEqlatqho1ajhs+u8bN25o06ZNOnTokK5fv64SJUqoUqVKatGihQoXLuyQNpC7ZJSQAORl7777rj7++GOjPHHixBy9tFBe89BDD+nIkSNGmfMbcgr6LpC93nrrLU2cONEoL1++XE8//bQLIwIAAMj9SEgAADhURESEQkJCjLK3t7f+/vtvnswBADdAQgKQujt37qhChQrGmvKFCxfWmTNnbJ7iHa515coVlSpVSomJica2mJgY+fn5uTAqIGP0XSB7Xbt2TZUqVTKWFsyXL5/OnTvH7xwAAICTebo6AABA7jJv3jxT+bHHHiMZAQAAuLWZM2cayQiS1K1bN5IRcpAFCxaYBnRr1KjB4BJyBPoukDX2PGdnsVg0aNAgIxlBkp555hl+5wAAALIBCQkAAIdZv369vvzyS9O27t27uygaAACAjF24cEHvvfeeUfbw8NCbb77pwohgj/3791ut/c31J3IC+i6Qda1atdJ3332n+Pj4dOudP39eL774oukBCj7vAQAAsk8+VwcAAMi51qxZozt37uj8+fNavXq1Fi5caHrCp3r16urcubMLIwQAADBbs2aNJOnGjRvat2+fvvzyS9PsCJ07d1atWrVcFR4y8OeffyouLk4xMTHasGGDZs2apdu3bxuvlypVSoMGDXJhhEDq6LuA4x07dkyvvPKKhgwZotatW6thw4YKCgpS8eLFFR8fr7Nnz2rjxo365ZdfdOvWLdO+r732mpo1a+aiyAEAAPIWEhIAAJnWqlWrNF8rVqyYpk2bpgIFCmRjRAAAAOlL7/qlePHi+uyzz7IxGtirR48eioqKSvW1fPny6dtvv2W5Dbgl+i7gPDdu3NDSpUu1dOlSm+q/8MILGj9+vJOjAgAAQBKWbAAAOFzVqlW1du1aNW7c2NWhAAAA2KRYsWJavHixypcv7+pQkAn+/v5atmyZnn32WVeHAtiFvgtkXkBAgF31S5YsqXHjxmnRokUqVKiQk6ICAABASsyQAADIEg8PD/n4+KhUqVJq2LChnnrqKb344ovy8vJydWgAAADpKliwoAIDA9W6dWsNHTpUlSpVcnVIsNEDDzwgPz8/hYaGqnXr1urZs6cKFy7s6rCADNF3AcfZtGmTIiIitGbNGm3btk1Hjx7VmTNnFBcXp8TERPn6+srPz0/169dXy5Yt9cILL6hYsWKuDhsAACDP8bBYLBZXBwEAAAAAAAAAAAAAAHIXlmwAAAAAAAAAAAAAAAAOR0ICAAAAAAAAAAAAAABwOBISAAAAAAAAAAAAAACAw5GQAAAAAAAAAAAAAAAAHI6EBAAAAAAAAAAAAAAA4HAkJAAAAAAAAAAAAAAAAIcjIQEAAAAAAAAAAAAAADgcCQkAAAAAAAAAAAAAAMDhSEgAAAAAAAAAAAAAAAAOR0ICAAAAAAAAAAAAAABwOBISAAAAAAAAAAAAAACAw5GQAAAAAAAAAAAAAAAAHI6EBAAAAAAAAAAAAAAA4HAkJAAAAAAAAAAAAAAAAIcjIQEAAAAAAAAAAAAAADgcCQkAAAAAAAAAAAAAAMDhSEgAAAAAAAAAAAAAAAAOR0ICAAAAAAAAAAAAAABwuHyuDgAAAAAAHKFSpUqKiopKt07BggVVsGBBlSxZUmXLltWDDz6omjVrqmnTpmrYsKHy58+fTdECAAAAAAAAuZ+HxWKxuDoIAAAAAMgqWxIS0uPj46NOnTpp8ODBqlu3rgMjc4zRo0drzJgxRjksLEz/1969Bmk9xn0A/+12WkVqW9uKSSmlMrJio0RozJRpQodZjWmGFzVmDCpizCCnGdLBaYRochiZaTtQDkPRKEKhGJWkw4iVUruda9v2efGM+3G3u3Vv3elp+3xe9bv+1+F3v9zxdV09e/Y8fg0BAAAAwGF4sgEAACAiSkpKYvLkyZGfnx8DBw6M33///Xi3BAAAAAAnNE82AAAAtdLYsWOjc+fOSWNlZWWxdevWKCkpifXr18eiRYtiyZIlsXv37qR5RUVFMX/+/Jg2bZpbCAAAAADgCAkkAAAAtVKXLl1SChPs3r073nzzzXjmmWdixYoVifHNmzdHnz594sMPP4yrrrrqGHYKAAAAALWTJxsAAICT2imnnBJDhw6NH374IYYPH570bffu3TFw4MAoLi4+Tt0BAAAAwIlLIAEAACAi6tatG+PHj4/x48cnjW/atCnuvffe49QVAAAAAJy4PNkAAADwL8OHD48FCxbEzJkzE2Nvv/12PPjgg9G+ffuU9tiwYUP89NNPsXbt2igtLY2IiOzs7DjrrLPi8ssvj6ZNmx6T3o/Uzz//HMuWLYtNmzZFaWlpZGdnR4sWLeKKK66I7Ozs490eAAAAACcogQQAAICDjB07Nt599904cOBARERUVFTEyy+/XOn2hH/s378/5s6dG0VFRTF37txYv359tXtnZGTEZZddFqNGjYp+/fpFRkZGtXPnz58fV199dZXfqhv/R0VFxSG/79ixI8aNGxevv/56rF27tso5derUiR49esSjjz4aPXr0OOR+AAAAAHAwTzYAAAAc5Nxzz42+ffsmjc2aNava+YWFhdG7d+947bXXDhlGiPjfoMCiRYvixhtvjAEDBsTOnTvT0nNNzJkzJ9q0aROjR4+uNowQEVFeXh7z58+PK6+8MoYNGxb79+//D7sEAAAA4EQnkAAAAFCFm266Kaleu3ZttWGDPXv2VBo744wzomPHjtG1a9fo3Llz5OTkVJozY8aM6NevX+Imhv/CK6+8EjfccEP89ddfSeMNGzaMDh06REFBQbRt2zYyMzMrrRswYMBhb14AAAAAgH94sgEAAKAKXbt2rTT2/fffxznnnFPl/JycnBg0aFBcf/31UVBQUGUAYfXq1TF58uSYMGFCIsQwb968ePbZZ2P48OGV5nfu3Dk++eSTiIh444034s0330x8Gzt2bHTu3LlGv2nevHlx++23JwUg+vbtGyNHjozu3btH3br/9yfili1b4tVXX43HH388tm/fHhER7777bowZMybuu+++Gp0LAAAAwMkpo8L/3gIAANQCrVq1SrrB4LPPPouePXse8X4VFRXRuHHj2LFjR2Js3LhxMWLEiEpzFy1aFPn5+ZGVlZXS3kuXLo1rr702tmzZEhERZ511Vqxbty4pEHCw0aNHxyOPPJKoa/r7SkpKokOHDvHnn39GRERmZmZMmjQpbrvttkOuW758efTs2TM2bdoUERH169eP9evXR15eXspnAwAAAHBy8mQDAABAFTIyMqJZs2ZJY8XFxVXOvfzyy1MOI0REXHTRRTFmzJhE/fvvv8fHH398ZI2m6KWXXkqEESIinnjiicOGESIiOnbsGFOmTEnU+/btixdeeOFYtAgAAABALSOQAAAAUI0mTZok1f++LeFoFRYWRp06dRL1l19+mba9D1ZeXh7PP/98om7ZsmWMHDky5fV9+vSJ/Pz8RD19+vS09gcAAABA7SSQAAAAUI1TTz01qd63b1/a9m7UqFHk5uYm6u+//z5tex9s2bJl8ccffyTqwsLCqFevXo32uO666xL/XrlyZWzevDlt/QEAAABQO1X/QCkAAMBJbvv27Ul1gwYNDrvmp59+iqKiovjuu+9i+fLlsXXr1ti2bVuUlZUdct2x/A/8CxYsSKovueSSGu/RsmXLpHrFihXRo0ePo+oLAAAAgNpNIAEAAKAapaWlSfXBNyb8248//hh33HFHfP7550d0VklJyRGtS8WKFSuS6kGDBh31nlu2bDnqPQAAAACo3QQSAAAAqlBRUVHp1oIWLVpUOXfOnDnRv3//o3rSYe/evUe89nD+/vvvtO95cFgDAAAAAA4mkAAAAFCFlStXxs6dO5PG2rRpU2neqlWrYsCAAUlhhIyMjCgoKIhu3brFueeeG3l5eZGVlRVZWVlJa2+55ZbYuHHjsfkB/3Isbl84cOBA2vcEAAAAoHYRSAAAAKjCN998U2ksPz+/0tj999+fdLtBQUFBvP7663H++ecf9oyMjIyjazJFDRs2TKqffPLJ6NKly1Ht2alTp6NaDwAAAEDtJ5AAAABQhaKioqS6bdu2cfbZZyeN7dixI95///1E3bx58/joo4+iadOmKZ2xdevWo280BTk5OUl169ato1evXv/J2QAAAACcvDKPdwMAAAD/36xZsyY++OCDpLEbb7yx0rzvvvsu6amGm2++OeUwwurVq5NuVjiWWrduXelsAAAAADjWBBIAAAAOcs8998SBAwcSdWZmZgwdOrTSvI0bNybV7du3T/mMTz/9tEY9ZWYm//lWUVGR8tqrr776qM4GAAAAgCMhkAAAAPAvEyZMiJkzZyaNDRkyJNq2bVtp7sGhgH/flnAoFRUVMXHixBr11ahRo6R6165dKa8tKChIurnh008/jeXLl9fofAAAAACoKYEEAACAiNi/f3+MHDkyRowYkTSel5cXTz31VJVr8vLykuqFCxemdNbEiRNj6dKlNeovOzs7qV67dm3Ka+vVqxd33313oq6oqIhhw4ZFWVlZjXoAAAAAgJoQSAAAAE5qe/bsiUmTJsWFF14Y48ePT/rWsGHDKCoqitzc3CrXdunSJerXr5+oZ8yYEV9++eUhz5szZ06l0EMqOnXqlFRPnz69RuvvuuuuaN68eaJeuHBhDBgwIEpLS1PeY+fOnfHcc8/Fa6+9VqOzAQAAADg51T3eDQAAABwL3377bezfvz9prKysLEpKSqKkpCTWrVsXX331VSxZsqTK5w+aN28eRUVF0b1792rPaNSoUfTv3z+mTp0aERHl5eXRu3fvePrpp2PIkCGRlZWVmPvLL7/EhAkT4uWXX44DBw5Ebm5ulJeXx99//53S78nPz4+cnJzYvHlzRETMnz8/rrnmmhg0aFC0bNkyKRgREdGrV6+k+vTTT49p06bFtddem7gZ4b333otOnTrF8OHDY+DAgdGyZctK5/7222/x9ddfx6xZs2L27Nmxbdu2ePjhh1PqGQAAAICTW0bFwY+eAgAAnIBatWoV69evT8tehYWFMWHChEpPMlTl119/jYsvvji2bduWNJ6VlRXt2rWLBg0aRHFxcWzYsCHxrU6dOjF79uy4/fbbEz2fc845sW7dukOe9dhjj8VDDz2U0m+o7k+9d955J2699dbYs2dPpW9nnnlm5ObmRoMGDaK0tDT++uuv2Lp1a6V5Dz/8cIwePTqlPgAAAAA4ebkhAQAAICKys7Ojf//+ceedd8YFF1yQ8ro2bdrEtGnTon///rFjx47E+J49e+KHH36oND8rKyumTJkSvXv3rnGPDzzwQKxatSreeuutGq/9R2FhYZx33nkxePDgWLVqVdK34uLiKC4uPuT6OnXqRIsWLY74fAAAAABOHm5IAAAAaoVUbkioX79+ZGVlRbNmzSIvLy/OO++8uOCCC6J79+5x6aWXRr169Y74/JUrV8aoUaNi9uzZVX6vW7du3HDDDfHEE09Eu3btKvWcyg0J//jiiy9i6tSpsXjx4lizZk1s37499u7dmzTncH/qlZeXx9tvvx0vvvhiLF68OMrLy6ud26BBg+jevXv06dMnBg8eHGeeeWZKfQIAAABwchNIAAAASKPi4uJYsGBBbNiwIXbt2hWNGzeOtm3bRrdu3aJJkybHu70qlZaWxldffRV//PFHbN68OcrKyuK0006L3NzcOP/886N9+/aRlZV1vNsEAAAA4AQjkAAAAAAAAAAApF3m8W4AAAAAAAAAAKh9BBIAAAAAAAAAgLQTSAAAAAAAAAAA0k4gAQAAAAAAAABIO4EEAAAAAAAAACDtBBIAAAAAAAAAgLQTSAAAAAAAAAAA0k4gAQAAAAAAAABIO4EEAAAAAAAAACDtBBIAAAAAAAAAgLQTSAAAAAAAAAAA0k4gAQAAAAAAAABIO4EEAAAAAAAAACDtBBIAAAAAAAAAgLQTSAAAAAAAAAAA0k4gAQAAAAAAAABIO4EEAAAAAAAAACDtBBIAAAAAAAAAgLQTSAAAAAAAAAAA0k4gAQAAAAAAAABIO4EEAAAAAAAAACDtBBIAAAAAAAAAgLQTSAAAAAAAAAAA0k4gAQAAAAAAAABIO4EEAAAAAAAAACDtBBIAAAAAAAAAgLQTSAAAAAAAAAAA0k4gAQAAAAAAAABIO4EEAAAAAAAAACDtBBIAAAAAAAAAgLQTSAAAAAAAAAAA0k4gAQAAAAAAAABIO4EEAAAAAAAAACDtBBIAAAAAAAAAgLQTSAAAAAAAAAAA0k4gAQAAAAAAAABIu/8BN9Twc1b8IxgAAAAASUVORK5CYII=\n", "text/plain": [ "" ] @@ -1217,7 +1224,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAACIkAAARHCAYAAAB9SqFbAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAuIwAALiMBeKU/dgAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nOzdeXTV1bk//icJM4RBEUFm0CqoWARBpSIIFYUWrRNoFfBegWq1cq1iW6st1mpba63eOs+AircCWhWrgiAOlclZEQWZZBIlzEMCye8Pf54vJwmQw5ADnNdrLdZi77OH55OTlC7PO3tnFRUVFQUAAAAAAAAAAPu17HQXAAAAAAAAAADAnickAgAAAAAAAACQAYREAAAAAAAAAAAygJAIAAAAAAAAAEAGEBIBAAAAAAAAAMgAQiIAAAAAAAAAABlASAQAAAAAAAAAIAMIiQAAAAAAAAAAZAAhEQAAAAAAAACADCAkAgAAAAAAAACQAYREAAAAAAAAAAAygJAIAAAAAAAAAEAGEBIBAAAAAAAAAMgAQiIAAAAAAAAAABlASAQAAAAAAAAAIAMIiQAAAAAAAAAAZAAhEQAAAAAAAACADCAkAgAAAAAAAACQAYREAAAAAAAAAAAygJAIAAAAAAAAAEAGEBIBAAAAAAAAAMgAQiIAAAAAAAAAABlASAQAAAAAAAAAIAMIiQAAAAAAAAAAZAAhEQAAAAAAAACADCAkAgAAAAAAAACQASqkuwDYkZUrV8Zrr72WaDdu3DgqV66cxooAAAAAAChu06ZNsXDhwkT75JNPjtq1a6exIgAAihMSYa/32muvxZlnnpnuMgAAAAAASMEzzzwTZ5xxRrrLAABgK66bAQAAAAAAAADIAEIiAAAAAAAAAAAZwHUz7PUaN26c1H7mmWfi0EMPTVM1AAAAAACUZvbs2UlXhxf/b7sAAKSfkAh7vcqVKye1Dz300DjyyCPTVA0AAAAAAGVR/L/tAgCQfq6bAQAAAAAAAADIAEIiAAAAAAAAAAAZQEgEAAAAAAAAACADCIkAAAAAAAAAAGQAIREAAAAAAAAAgAwgJAIAAAAAAAAAkAGERAAAAAAAAAAAMoCQCAAAAAAAAABABhASAQAAAAAAAADIAEIiAAAAAAAAAAAZQEgEAAAAAAAAACADCIkAAAAAAAAAAGQAIREAAAAAAAAAgAwgJAIAAAAAAAAAkAEqpLsAAAAAAAAAdp+ioqIoLCyMoqKidJcCABkrKysrsrOzIysrK92lJBESAQAAAAAA2IcVFRXFxo0bY82aNbFmzZrIz89Pd0kAwP8vJycnqlevHrm5uVG9evXIyclJaz1CIgAAAAAAAPuo9evXx+LFi6OgoCDdpQAApdiyZUusXr06Vq9eHRERubm50aBBg7SFRbLTsisAAAAAAAC7ZP369bFgwQIBEQDYh6xZsybmz5+ftn+/hUQAAAAAAAD2Md8FRIqKitJdCgCQok2bNsW8efNi06ZN5b6362YAAAAAAAD2IUVFRbF48eISAZGKFStGzZo1o0aNGlGxYsXIyspKU4UAQFFRUWzZsiU2bNgQa9asifXr1yf927158+ZYtmxZNGnSpFzrEhIBAAAAAADYh2zcuLHEEfW5ubnRsGFDwRAA2ItUrFgxqlSpEnXq1In8/PxYuHBh5OfnJ15ft25dFBQURMWKFcutJtfNAAAAAAAA7EPWrFmT1K5YsaKACADs5SpVqhRNmzaN7OzkmMaqVavKtQ4hEQAAAAAAgH1I8ZBIzZo1BUQAYB9QoUKFqFmzZlKfkAgAAAAAAAClKioqSjqmPiKiRo0aaaoGAEhV8ZBIQUFBFBUVldv+QiIAAAAAAAD7iMLCwhJ9FStWTEMlAMDOKP7vdlFRkZAIAAAAAAAAJZX2IZKrZgBg35GdXTKmUVoIdI/tX247AQAAAAAAAACQNkIiAAAAAAAAAAAZQEgEAAAAAAAAACADCIkAAAAAAAAAAGQAIREAAAAAAAAAgAwgJAIAAAAAAAAAkAGERAAAAAAAAAAAMoCQCAAAAAAAAABABhASAQAAAAAAAADIAEIiAAAAAAAAAJSbAQMGRFZWVuLPvHnz0l3SPmXevHlJX78BAwaku6S93qOPPpr0NXv00UfTXVLaCIkAAAAAAAAAAGQAIREAAAAAAADYzy1atCjGjh0bv/rVr+KUU06JmjVrJv1WfbNmzcq1nuInIWz9Z9asWTu9bvETKpy0AJBMSAQAAAAAAAD2Q2+++WacddZZ0bBhw2jUqFGcddZZ8ec//zkmTpwYa9asSXd52zR8+PCdmrdu3boYPXr0bq5m7zdp0qSkQMzvf//7dJcE7MWERAAAAAAAAGA/NG3atBg7dmwsXrw43aWkZOTIkVFUVJTyvNGjR8fatWv3QEUA+48K6S4AAAAAAAAAKF81atTYqwIV2dnZUVhYGBERCxYsiEmTJkXXrl1TWuOxxx4rdT3Y3zRr1mynglQQ4SQRAAAAAAAA2K/l5uZGly5d4pprrol//vOfMW/evHjuuefSXVaSVq1axcEHH5xop3rlzIIFC2LixImJ9imnnLLbagPYnwiJAAAAAAAAwH7oxz/+cXz88cexcuXKmDhxYvzlL3+Jc845J5o2bZru0kqoUKFCXHDBBYn2008/HevXry/z/BEjRiROVqhUqVL07dt3t9cIsD8QEgEAAAAAAID9UMuWLaN169aRnb1vfCTYv3//xN/Xrl0bY8aMKfPcrU8e6dWrVxx44IG7tTaA/UWFdBcAAAAAAAAAcMwxx8QxxxwT77//fkR8G/y48MILdzjvP//5T3z22WeJdv/+/ROniuyqBQsWxNSpU2PZsmWxatWqOOCAA6J+/frRqVOnOOigg3Zp7Q0bNsT7778fn3zySeTl5cWGDRuiatWqUbNmzWjWrFkcccQR0bhx493yHOVl2bJlMXny5Fi0aFFs2LAhDjrooPj+978f7dq1i6ysrN26V1FRUXzwwQcxc+bM+Oqrr2LdunVRt27daNSoUZx00klRo0aN3brfokWL4q233or58+fH5s2bo0GDBnHUUUdFu3btdus+ERHTp0+P2bNnx5IlS2Ljxo3RtGnTpJN29iULFiyI6dOnx7JlyyIvLy9q1aqV+BmqX7/+Lq+/fv36mDRpUsyfPz9WrFgRtWrVilatWkWnTp2iSpUqu+EJ9j9CIgAAAAAAAMBeoV+/fvHLX/4yIiImTJgQixYtioYNG253zmOPPZb4e926daNnz57xwgsv7HQNhYWF8eijj8btt98eH330UaljsrOzo0OHDvGb3/wmfvzjH6e0/uzZs+PGG2+MMWPGxLp167Y79pBDDokePXrEoEGD4vjjj096bVuhi2HDhsWwYcO2uebEiROjS5cuKdW8IzNnzoyrrroqXnnlldiyZUuJ15s2bRrXXXddXHLJJbscFlm+fHnccsstMWrUqFiyZEmpYypVqhSnnXZa/OEPf4g2bdqUad0uXbrEa6+9lmh/FzR6//33Y+jQofHKK6+UGj5q2bJl/Pa3v40BAwaUaZ9HH300Lr744kT7kUceiQEDBsSGDRvir3/9azzyyCMxd+7cpDm1atVKConMmzcvmjdvnmj3798/Hn300aQ5S5cujUaNGiXejyZNmsS8efNS/vq/9tprSd8vvXr1iueff367c/Lz8+Oee+6J+++/Pz755JNSx2RlZUW7du3i+uuvj969e6dUU0REXl5e/PrXv46RI0eW+nOUm5sbl156adxwww1RvXr1lNffn+0bZ0sBAAAAAAAA+72f/vSnUaHCt7/nXlhYGCNHjtzu+E2bNsVTTz2VaJ9//vlRsWLFnd5/0aJFcdxxx8V///d/bzMg8l1tb7/9dvTu3Tt69uwZa9asKdP6I0aMiKOOOipGjBixw4BIRMTixYvjkUceiX/84x9lfoby9tBDD0Xbtm3j3//+d6kBkYiI+fPnx6BBg+Kcc86J/Pz8XdqrZcuWcfvtt28zIBLxbUjhX//6V7Rt2zZuvPHGnd7vySefjOOOOy5efvnlbZ5OM2fOnLj44oujd+/esWnTpp3aZ/78+dG+ffu44YYbSgREdlb9+vWjR48eifaCBQti0qRJKa+zdQgrIvlaqNJMmTIljjjiiBgyZMg2AyIR34Zwpk+fHmeccUb07t27TD8P35k+fXq0bt067rvvvm3OW7NmTfzlL3+J4447Lr788ssyr50JhEQAAAAAAACAvcLBBx8cp556aqI9YsSI7Y5/9tlnY+XKlYl2v379dnrvuXPnxoknnhjvvPNOUn92dna0aNEi2rdvH02bNi0x78UXX4yuXbtGXl7edtd/5ZVXon///iWCBNWqVYvWrVvH8ccfH23bto1mzZpFdva+8THu448/HgMHDizxTDVr1ow2bdrE0UcfHbm5uYn+MWPGxGWXXbZTe11//fVxySWXlAjk1KxZM4488sjo0KFDNGvWLOm1wsLC+N3vfhdXXnllyvtNnDgx+vXrFwUFBRERkZOTE4ceemi0b98+DjnkkBLjn3vuuTj77LNj8+bNKe2zevXqOPXUU5MCFfXq1Yu2bdtG69atd+kUjOKBjuHDh6c0f/369fH0008n2nXq1NnuqR/PPfdcdO3atUTQpVKlSnH44YdHhw4d4ogjjkgEwbaed8opp8TGjRt3WNNHH30UPXr0iKVLl5a6R7t27aJevXqJ/pkzZ0bPnj1jw4YNO1w7U7huBgAAAAAAIANs3lIYS1bt+AM4dl2DWlWiQs6+8SH/3qh///4xbty4iIj4+OOPY8aMGdGuXbtSx259ykHr1q2jffv2O7Xn5s2b4/zzz48FCxYk+ipUqBBXX311XHHFFUmhgDlz5sSf/vSnePDBBxN9M2bMiEsvvTRGjRq1zT2GDBmSdBpF165d43e/+1384Ac/iJycnKSxGzZsiPfeey/GjRsXTzzxRKnrvfLKKxHx7XUoV199daL/oosu2m5Y5phjjtnma6n44osvYtCgQUnP1LJly/jb3/4WPXv2TAQB8vPz4/nnn4+rrroq5s+fHw899FCJMMeOPPLII3HTTTcl2llZWXHRRRfFFVdcEccee2xSqGbx4sXxj3/8I/76178mAh533nlndOrUKc4777wy73nxxRfH5s2bo1KlSvGb3/wmLrvssjjooIMSr3/wwQdx3XXXJV298sILL8Rtt90W1157bZn3ufnmm2PZsmUREdGnT5/4zW9+k3RFTkFBQYwfP77M622td+/eUbt27USQavTo0XHXXXdFtWrVyjR/7NixSaGcPn36ROXKlUsd+/HHH0efPn2SwhgnnXRSXHvttdGtW7eoUqVKon/NmjUxatSouP766xPPPnXq1Pif//mfuOeee7ZZT0FBQVxwwQWxYsWKRF9ubm7cdNNN0b9//6hVq1aif8qUKTF06NCYPHlyfPjhh/GXv/ylTM+cCYREAAAAAAAAMsCSVRvjpL9MTHcZGeH1oV2j8QFl+xCWkop/sD18+PBSQyJLly6Nl156KdHe0TUY23PHHXfElClTEu1KlSrFs88+G6eddlqJsS1btowHHnggOnToEIMGDUr0P/XUU9G3b98488wzS8z55JNPkk6K6Nq1a4wfP36bJ4ZUrVo1TjjhhDjhhBNi2LBhMXv27BJjunfvHhFR4lSGFi1aJF7bky6//PJYv359on3sscfGxIkTo2bNmknjKlWqFGeddVZ07do1OnfuHB999FHMmzevzPt88cUXcfnllyfaVatWjdGjR8fpp59e6vhDDjkkbr755jjttNPitNNOS4QWrrjiiujdu3dSWGF75s+fH5UrV45x48bFKaecUuL1Nm3axHPPPRdXXXVV3H777Yn+YcOGxfnnnx9NmjQp0z7fhST+/ve/l3riScWKFbf5rDtSpUqV6NOnT9x3330R8W04Y8yYMXHhhReWaX5Zr5rZvHlz9O3bNykgMmzYsLj++usjKyurxPjc3NwYOHBg9OzZM7p27Rqff/55RETce++9MWjQoGjbtm2p+9x+++3x4YcfJtp16tSJyZMnx1FHHVVibMeOHWPSpEnRv3//GDFiRErfc/s7EUYAAAAAAABgr1GlSpWkEx+efPLJxIkQW3v88cdjy5YtEfHtlTBl/eC7uC1btsQdd9yR1PddyGB7Bg4cGD/72c+S+m677bZSx3722WdJ7cGDB5f5Spns7Oz43ve+V6ax5eXTTz+NF198MdGuVq1ajB07tkRAZGt16tSJZ555ZpsnUWzLX/7yl6QwysMPP1ym0ETnzp3jr3/9a6L91VdfxciRI1Pa+49//GOpAZGt3XbbbXHCCSck2hs2bIh77703pX369u27U1filMXOXjmzaNGimDBhQqL9ve99L44//vhSxz799NPx0UcfJdqDBw+OG264odSAyNYaNmwYo0ePTvpZ2NbP0JYtW+LOO+9M6nvggQdKDYh8JysrKx566KFo3br1duvINEIiAAAAAAAAwF5l6w+2ly9fnhRI+M7Wpxx079496UqYVLz00kuxcOHCRLtp06Zl/sD+j3/8Y9LVHW+88UbMnDmzxLitT1iI+PZ0iH3ZI488ktT++c9/XqaTM1q2bBmXXnppmfdZsWJFUqjhhBNOiL59+5Z5/sCBA6NevXqJ9ujRo8s8t2HDhvGLX/xih+OysrLiz3/+c1LfI488knQNz4784Q9/KPPYVJ1wwglJIaMJEybEokWLdjhv5MiRUVhYmGhv76Sev//974m/V6tWLW655ZYy13f00UfHGWeckWg/++yzifDX1l5++eWkuo877rg4++yzd7h+xYoV4+abby5zPZlASAQAAAAAAADYq5x44olx2GGHJdrFTz949913k66d2JWrZl577bWkdr9+/Upc4bItBxxwQInrZSZPnlxiXPEAy+OPP55ilXuXSZMmJbX79etX5rkDBgxIaZ+tAzYXXXRRmedGfBsQ6Nq1a6L91ltvJQUftqdv375lDvOcdNJJ0aJFi0R76dKlMWvWrDLNPe644+LQQw8t09idtfX7U1hYWKYTVbb+mcvOzt7m1/6bb76JqVOnJto/+tGPok6dOinVd+qppyb+vnbt2nj33XdLjNmV77levXrFQQcdlFJN+zMhEQAAAAAAAGCvs/WH0s8//3zk5eUl2lufIpKbmxs/+clPdnqfKVOmJLV3dL1Icd26dUtqv/322yXGdOzYMekqljFjxsR5552XFHTZV+Tn58d7772XaB944IHbvfKjuGOOOSZq165dprGvv/56Urt9+/Zl3uc7W59wsnr16jKdohER0aVLl5T2Ofnkk5PaWwcntqdDhw4p7bMz+vXrl3Sly4gRI7Y7fvr06fHJJ58k2l27do3GjRuXOvaNN95IOjVlV9+jiCj1NJ7iX89U3p8KFSpEp06dUq5rfyUkAgAAAAAAAOx1LrroosjKyoqIiE2bNsWoUaMiIqKgoCCeeOKJxLhzzz03qlatutP7zJ8/P6ndpk2blOYfc8wxSe0FCxaUGFOlSpW49tprk/r++c9/Rps2baJ169YxZMiQGDt2bCxdujSlvdNh8eLFkZ+fn2inEhD5ztFHH12mccXDAh06dIisrKyU/tx6661Ja6xYsaJMe6f6XMXHz507t0zzmjdvntI+O6Nx48ZJJ6p8/PHHMWPGjG2OL35yz/ZO6in+Hg0dOjTl96hXr15Ja5T2Hm399czJyYkjjjhimzWVpqzfc5mgbOckAQAAAAAAsE9rUKtKvD60644Hsssa1KqS7hL2C82aNYvOnTsnroMZPnx4XHrppfHiiy/G8uXLE+NSuXaiNFufUJKdnR0HHHBASvPr1q27zfW29utf/zrmz58f999/f1L/zJkzY+bMmXHHHXdERMThhx8ePXr0iAsuuCA6duyYUi3lYeXKlUntAw88MOU1yjrnm2++SXntHVm1alWZxqX6XMXHF/86bcvWJ8zsSf37948JEyYk2o899li0a9euxLiCgoJ48sknE+0aNWrEWWedtc11y+s92vrrWatWrTJfCfWdnfk+3V8JiQAAAAAAAGSACjnZ0fiAaukuA1LSv3//REjk7bffjs8//zzpqpnvgiS7Yu3atYm/V6uW+s9I9erVk9pr1qwpdVxWVlbcd999cdZZZ8VNN90Ub7zxRqnjZs2aFbNmzYo777wzOnXqFH//+9936gqPPWXrr1fE7vmabUtZgxapKCwsLNO4VJ+r+DMV/zptS8WKFVPaZ2edddZZcdlllyXqGjVqVNx2220l9h83blx8/fXXifY555yz3fervN6j3f1zmsmERAAAAAAAAIC90jnnnBOXX355rF+/PiIibr/99nj++ecTr/fr1y9xJc3OqlGjRuLkgu/2ScW6deuS2rm5udsd36NHj+jRo0fMnTs3Xn755Zg0aVJMnjw5Fi9eXGLsm2++GZ06dYqRI0fGueeem3Jte0LxD9t3x9dsW4qHAR555JFo1KhRyvttrfj1QNuyfv36Hb6XWyv+TDVq1Eiprj2tevXqcc4558Sjjz4aERHLly+PF198MXr37p00busQVsT2r5qJKPkeDRkypMT1Malq0aJFib7q1avH6tWrI2LPfs9lAiERAAAAAAAAYK+Um5sbP/nJT+Lxxx+PiIh77rkn6fVdvWomIqJOnTqJkEhhYWHk5eVFnTp1yjx/61MXvluvLJo3bx6DBw+OwYMHR0TEF198ERMmTIgxY8bEyy+/nDhNIT8/P/r16xcdO3aMJk2alLmuPaV27dpJ7eLPXxZlvaKk+FU+rVu3jg4dOqS83874+uuvUwqJFH+m4l+nvUH//v0TIZGIbwMhW4dEVqxYES+88EKi3bRp0zj55JO3u2bx96hBgwbRvXv33VPwVmrXrp0IiaxatSoKCgpSOoVlT1yLs6/KTncBAAAAAAAAANuyrZMMOnXqFC1bttzl9Zs2bZrUfv/991OaX3x88fXKqkWLFjFw4MB48cUX4/333086TWHjxo1x11137dS6u1vDhg2jUqVKifZHH32U8hoffvhhmcY1b948qT179uyU99pZqT5X8WcqXvve4OSTT076/nz++ecjLy8v0X7yyScjPz8/0S7LST3l9R5t/fOwZcuW+PTTT1Oa/8EHH+zukvZZQiJ7qVmzZsX//d//xd/+9re46aab4rbbbouRI0fG1KlTY9OmTbu09saNG+PVV1+Nu+++O/74xz/GrbfeGk8++WR88cUXu6l6AAAAAAAA2D26desWDRs2LNG/O04RiYg4/vjjk9qvvvpqSvOLjy++3s446qij4v7770/qe+ONN0odm52d/JFvUVHRLu+/PZUqVUq6smXFihUpBSref//9WLlyZZnGdu3aNamd6nuzK1577bWUxk+ePDmpXV4nnqQiKysr6ecmPz8/Ro0alWgPHz48aXxZfsbK6z067rjjktqpvD+bN2+ON998c3eXtM8SEtmLrFmzJm6++eZo0aJFHHHEEdGnT5/45S9/Gddff31cffXVcdFFF0XHjh2jZs2acdJJJ8Udd9yR0vrLly+Pyy+/POrWrRvdunWLn//85/Hb3/42hg4dGhdccEG0bNky2rdvH88+++weekIAAAAAAABITXZ2dlx44YVJfVWqVInzzjtvt6xf/DqNkSNHxubNm8s0Ny8vL8aOHZvU17lz591SV6dOnZLa27rWpXr16knt9evX75b9t6dLly5J7eLhgu3Z+rqTHenevXtUqFAh0R41alS5XRsyatSoKCgoKNPY119/PekX8uvXrx+HH374niptlxQ/meexxx6LiIhPP/00pk6dmujv1KlTHHrooTtcr2HDhnHUUUcl2nPmzIkXX3xxN1X7/+zK99wLL7ywU9ci7a+ERPYSzz//fBx22GFx3XXXxdy5c7c7Nj8/P95444245ZZbyrz+pEmTonXr1nHXXXfFunXrtjluxowZceaZZ0b//v2TjhICAAAAAACAdLnppptizZo1iT/ffPNN1K5de7esfeqpp0aTJk0S7blz58Y//vGPMs29/vrrk0IZJ510UhxxxBG7pa7iH2rXqVOn1HEHHHBAUntHnzXuDhdffHFS+6677oqFCxfucN6cOXPinnvuKfM+Bx98cFx00UWJ9rp16+LnP/952QvdBYsWLYo777xzh+OKiori2muvTeobMGDADq9pSZeWLVvGD37wg0R7ypQp8dlnn5UIXWzrmqfSXHPNNUntIUOGxKpVq3at0GJ69OiRdKLQtGnTYvTo0TucV1BQEL/+9a93ay37OiGRvcDtt98evXv3jmXLliX1V6lSJVq0aBEdOnSIo48+OurWrbtT67/xxhvRs2fPEv+Q1K5dO9q2bRvNmjWLnJycpNeGDx8e559//h4/jgoAAAAAAAB2pEKFClGjRo3En2rVqu22tXNycuLKK69M6vvVr34VEyZM2O68hx9+OO6+++6kvl/+8peljr3jjjvirrvuSumUj1tvvTWp3a5du1LHNW3aNGrUqJFoT5gwIfLy8sq8z85o1apV9OjRI9Fev359/OQnP4k1a9Zsc05eXl785Cc/iU2bNqW0129/+9uk9/upp56KwYMHp/QL7ytWrIibbropnnvuuZT2vu6662LixInbHfPLX/4y/vOf/yTaVapUiZ/97Gcp7VPeigdAHn300Rg5cmSinepJPT/96U/jyCOPTLQ/++yzOP3002Px4sVlXqOgoCAee+yx+POf/1zq6zk5OXH55Zcn9Q0cOHC7Vx0VFRXFJZdcEjNnzixzHZlASCTNHnroobjqqquSwhinn356vPjii7Fy5cqYM2dOTJkyJT744INYvnx5LFq0KEaMGBFnn312VKpUaYfr5+XlRZ8+fWLDhg2JvqZNm8YzzzwTK1asiHfeeSfmzp0b8+bNi8GDByfNHTNmTNx+++2772EBAAAAAAAoV2+++WaMHz++xJ8ZM2Ykjdu4cWOp48aPHx+ffPJJmqovP1deeWV07Ngx0d60aVOcfvrpcd1118WSJUuSxn7xxRcxePDguOSSS5I+4+vTp0+cccYZpa4/d+7cuPzyy+OQQw6J/v37x9ixY0us+5333nsv+vbtm3SKRXZ2dvzXf/1XqeOzs7OjW7duifbKlR0WDo0AACAASURBVCvj+OOPjz//+c/x7LPPlng/d1eA5B//+EdUqVIl0Z4xY0a0bds2nnvuuaTregoKCmLMmDHRtm3b+PDDDyMiolmzZmXep0WLFvHQQw8l9d1///1x9NFHxwMPPFDiF/Ejvg0HzJkzJ0aMGBFnnXVWNGrUKK6//vqUrqpp2rRpbNq0KU477bQYNmxYLF++POn1Dz/8MHr37l3i89QbbrghmjZtWuZ90uG8886LqlWrJtq333570kkwZ555ZtSqVavM6+Xk5MTo0aOT5vznP/+Jo446Kn73u9/FZ599Vuq8ZcuWxfPPPx+DBw+Ohg0bxoABA7Yb6LjqqquidevWiXZeXl6ceOKJ8b//+7+xevXqpLFTp06Nrl27Jk5ISeV7bn9XYcdD2FNmz56dlHaqWLFiPPbYY3H++edvc84hhxwSF154YVx44YVl+h/wW2+9NSmh1bx583jjjTfikEMOSRrXqFGjuPfee6NJkyZx3XXXJfpvvPHGuPjii7d5fBUAAAAAAAB7r5/+9Kcxf/78HY5btmxZ/PCHPyz1tf79+8ejjz66myvbu+Tk5MQTTzwRXbt2jQULFkTEt+GGm2++Of70pz9F8+bN44ADDojly5fHvHnzSsw/9thjy3SNyqpVq2L48OGJD64POuigqFevXuTm5sbGjRtj3rx5sXLlyhLzhg4dus2TRCIi/ud//if+9a9/JUIrn332WfzqV78qdezEiROjS5cuO6x1Rw499NC499574+KLL07sO2fOnOjdu3fUqlUrmjVrFkVFRTF37tykE0YuueSSKCgoKPXruC19+/aNxYsXxzXXXBOFhYUR8e0zDho0KAYNGhSNGzeOunXrRoUKFWLlypWxdOnS7Z5qUhaPPPJInHrqqZGfnx+///3v46abbormzZtHrVq1YsmSJbFo0aISc3r06BFXX331Lu1bHmrWrBlnnnlmPPnkkxHxbUhsa6lcNfOdww8/PMaOHRtnn3124nPsvLy8uPHGG+PGG2+MunXrRv369aN69eqxevXq+Prrr0sEb3akUqVK8eSTT0aXLl0Se6xZsyZ+8YtfxDXXXBPNmzeP6tWrx8KFC+Orr75KzGvTpk387Gc/i8suuyzl59ofOUkkjQYNGpT0A/f4449vNyBS3I6CG8uXL4///d//Tep74IEHSgREtvbrX/86OnfunGivWrUq/vrXv5a5JgAAAAAAANgXtWjRIt5888049thjk/oLCwtjzpw5MW3atFKDDaeffnpMmjRpp37pevny5fHxxx/H22+/He+9916JgEhOTk7ccMMNccstt2x3nZNPPjnuuOOOqFixYso17Ir+/fvHfffdV+IGhFWrVsX7778fH3zwQVJY4+yzz4677rprp/a66qqrYty4cdGgQYMSry1cuDDefffdmDZtWnz++eelBkQqV64c9erVK/N+Xbt2jREjRiSebfPmzfH555/H9OnTSw2I9OzZM8aOHVvu78HO2lYQpEGDBtsMjO1I165dY9q0aXHccceVeO3rr7+Ojz76KKZMmRIzZ84sNSCSlZUVjRs33u4ebdq0iX//+98l3stNmzbFp59+GjNmzEgKiLRq1SpeeOGFpJNTMp2QSJo8++yzSfdXnXvuuXHuuefu1j1GjRoVa9euTbQ7d+6cdNRUabKysuJ3v/tdUt/DDz+cdFQWAAAAAAAA7I8aNWoU06ZNiwcffDCOPPLIbY7LysqKjh07xrPPPhvjxo2L3Nzc7a574403xqhRo+LCCy/c4YfgERE1atSICy+8MN59990YNmxYmWq/4oorYubMmXHDDTfEKaecEoccckhUq1YtsrKyyjR/Zw0cODDeeeedOPXUUyM7u/SPn5s0aRL3339//POf/ywRKElFjx494osvvog777wz2rRps8Nnq1GjRvTq1SvuueeeWLJkSfTs2TOl/fr27RtTp07dbmiiRYsW8fDDD+9zQYTu3buXerjAT3/608jJydnpdVu2bBlTp06Nf/3rX3HKKafs8P3OycmJE044IW688caYPXt2/OEPf9jhHh06dIiZM2fGwIEDo1q1aqWOyc3NjWuuuSamTZsWjRo12qln2V9lFfn0Py169eoV48aNS7Q/+uij7f5DszO6d+8eEyZMSLQfe+yx6Nev3w7nFRUVRcuWLWPu3LmJvrfeeitOOOGE3VpfWX388cdx1FFHJdp74msFAAAAAMCu8d9yy8d3v8m+tcMOOywqVKiQpopg/7ZgwYKYMmVKLFu2LFavXh116tSJBg0axIknnpjSqRTFLVq0KD799NOYO3du5OXlxaZNm6JatWpx4IEHxpFHHhlHH310VK5ceTc+SflYsmRJvP7667Fo0aLYsGFDHHTQQfH9738/2rdvv0fCKsuXL48pU6bE0qVL45tvvonCwsKoWbNm1K9fP1q1ahWHHXZYmU/26NKlS7z22muJdvGP0b/88st48803Y8GCBbF58+Zo0KBBHHXUUdG+ffvd+kz7m/Xr18fbb78dCxcujG+++SY2bNgQNWrUiLp168bhhx8erVq1iurVq+/0+uvWrYuJEyfG/PnzIy8vL2rVqhWtWrWKH/zgB1GlSpXd+CS7T7r/Lff/GNJg0aJF8dJLLyXa3//+93f7/1Feu3ZtTJ48Oanv1FNPLdPcrKys6N69ezzwwAOJvueffz5tIREAAAAAAABIhyZNmkSTJk12+7oNGzaMhg0b7vZ1061BgwZx3nnnldt+Bx10UPzoRz8ql70aNWoUffr0KZe99ifVqlWLU045ZY+tX7169XL7HthfuG4mDf7973/Hli1bEu2uXbvu9j0+/vjjKCgoSLSbN28e9evXL/P8Tp06JbXfe++93VYbAAAAAAAAAFD+nCSSBtOmTUtqH3PMMYm/v/vuu/HII4/Ea6+9FgsWLIhNmzZFvXr14rDDDosePXrE+eefX6ZU4cyZM5ParVu3TqnG4uOLrwcAAAAAsC2bC7bE+lX56S5jr1GjTuXIzvE7mwAApJ+QSBoUD4m0aNEi1q5dG1deeWU8/PDDJcbPnz8/5s+fH+PHj48bbrghhgwZEsOGDdvu/VmzZs1Kajdu3DilGouPnz9/fmzcuHGvvbcJAAAAAEi/gvwt8erwmTH3/a9jS0FhusvZa1x00wlRs27VdJcBAABCIukwe/bspHZ2dnZ07tw53n333R3O3bBhQ9xyyy0xbdq0GDNmTOTm5pY67quvvkpqN2rUKKUaDz744KhQoUJs3rw5IiIKCwvjm2++2eW70b766qtYvnx5SnOKf70AAAAAgL3Tq8NnxuzpX+14IAAAkBZCIuWssLAw1qxZk9T3i1/8IhEQycrKih/96EfRs2fPaNSoUaxbty7efffdGDFiRCxevDgxZ/z48TFgwIAYPXp0qfusXbs2qV29evWU6szKyoqqVasm1Vp8zZ1x9913x7Bhw3Z5HQAAAABg77K5YEvMff/rdJcBAABsh5BIOVu1alUUFRUl9b3zzjsREXHggQfG2LFj46STTkp6vU+fPvHb3/42Bg8eHE888USif8yYMTF8+PDo169fiX2KBzp25pqYPRESAQAAAAD2T+tX5btiBgAA9nLZ6S4g02wraJGTkxMvvPBCiYDId2rUqBEjRoyIU089Nan/5ptvLhE6iYjYuHFjUrtSpUop11q5cuWk9oYNG1JeAwAAAAAAAADYOzhJpJxt60SPSy65JDp27LjdudnZ2XHPPffEYYcdFoWF3ybyZ82aFa+99lp06dJlu/vk5+enXOumTZu2u+bOuOyyy+Lcc89Nac7s2bPjzDPP3OW9AQAAAAAAAEozadKkdJcA5UJIpJzVqFGj1P6BAweWaX6LFi2ie/fu8fLLLyf6SguJFN+n+MkiZVH85JBt1Z6KevXqRb169XZ5HQAAAABg3/GTq4+NGrUr73jgfqpGncx9dgAA9i5CIuWsatWqkZOTE1u2bEn05ebmRtu2bcu8xsknn5wUEpk+fXqJMcUDHevWrUupzqKioj0SEgEAAAAAMk+N2pWjZt2q6S4DAAAyXna6C8hExU/SOPTQQyM7u+xvxeGHH57U/uqrr3a4x5dffplChRHLli2LzZs3J9rZ2dlRt27dlNYAAAAAAAAAAPYeQiJp0KpVq6R2zZo1U5pffHxeXl6JMcWDJAsWLEhpj+LjmzZtGlWqVElpDQAAAAAAAABg7yEkkgatW7dOam/atCml+Rs3bkxqV6tWrcSYI444Iqn9ySefpLTHzJkzt7seAAAAAAAAALBvERJJg2OPPTapvWzZspTmF79e5sADDywx5sgjj4yKFSsm2vPmzYslS5aUeY8333wzqf39738/pRoBAAAAAAAAgL2LkEga9OrVK7Kz/9+Xfu7cubFixYoyz58xY0ZSu/jVMhERubm50blz56S+V155pUzrFxUVxfjx45P6fvzjH5e5PgAAAAAAAABg7yMkkgb16tWLTp06JfWNGTOmTHM3b94cY8eOTerr0qVLqWN79+6d1H7ooYfKtMfEiRNj7ty5ifbBBx8cHTt2LNNcAAAAAAAAAGDvJCSSJoMHD05q33rrrbFp06YdznvggQdi6dKliXbNmjWjR48epY7t27dvVK9ePdGePHlyvPrqq9tdv6ioKIYNG5bUd/HFFyedfAIAAAAAAAAA7Ht88p8m559/fhx99NGJ9meffRaDBw+OwsLCbc6ZMmVKDB06NKnvsssui1q1apU6vl69enH55Zcn9V1yySWxePHibe5xyy23xOTJkxPtWrVqxTXXXLPdZwEAAAAAAAAA9n5CImmSnZ0dt99+e2RlZSX6HnvssejRo0fMmDEjaeyqVavib3/7W3Tv3j3Wrl2b6P/e974Xv/nNb7a7z9ChQ6N+/fqJ9ty5c+PEE0+Mf/3rX1FUVJTo//LLL+NnP/tZXHfddUnzr7vuujjggAN26hkBAAAAAAAAgL1HhXQXkMm6desWt9xyS/zqV79K9I0fPz7at28f9evXj0aNGsW6detizpw5kZ+fnzT3wAMPjKeffjpyc3O3u8cBBxwQTz31VPTo0SM2btwYERHz58+PM844I2rXrh3NmzePlStXxoIFC2LLli1Jc88444y4+uqrd9PTAgAAAAAAAADp5CSRNLv22mvjzjvvjIoVKyb1L126NKZPnx4zZ84sERA5/PDD4z//+U/SdTXb07lz53jhhRdKnAiycuXKePfdd2Pu3LklAiIXXHBBPPXUU0knnQAAAAAAAAAA+y4hkb3AFVdcER988EH06dOnRFhka82bN4877rgjPvjggzjssMNS2uOUU06JTz75JC699NKoVq3aNse1bds2Ro8eHY8//nhUrlw5pT0AAAAAAAAAgL2X62b2EkcccUSMGjUqVq9eHW+99VZ8/vnnsWrVqqhRo0YcfPDBceyxx8bhhx++S3scfPDBcffdd8dtt90Wb731VsycOTNWrlwZlSpVioYNG0bHjh3j0EMP3U1PBAAAAAAAAADsTYRE9jI1a9aM0047LU477bQ9tkfVqlWjW7du0a1btz22BwAAAAAAAACwd3HdDAAAAAAAAABABhASAQAAAAAAAADIAEIiAAAAAAAAAAAZQEgEAAAAAAAAACADVEh3AQAAAAAAAMCeVVRUFPPmzYsPP/wwvvzyy1i5cmVUrlw56tSpE4cddlgcd9xxUaVKlXSXCcAeJiQCAAAAAAAA+6G8vLx45pln4t///ne8+uqr8fXXX29zbMWKFaNXr14xZMiQOPnkk8uxSgDKk+tmAAAAAAAAYD/z85//POrXrx//9V//Ff/3f/+33YBIRERBQUE888wz0aVLl+jfv3+sXr26nCoFoDw5SQQAAAAAAAD2M1OmTIn8/PwS/Tk5OdGgQYM4+OCDo6CgIObPnx+rVq1KGjN8+PD49NNPY8KECVGjRo3yKhmAcuAkEQAAAAAAANiP1a5dOy677LJ44YUXIi8vLxYuXBjTp0+P999/P7755puYOHFinHTSSUlzpk6dGgMGDEhPwQDsMUIiAAAAAAAAsB9q1qxZPPjgg7F48eK46667omfPnpGbm5s0JicnJ7p06RITJ06MQYMGJb02evTomDhxYnmWDMAeJiQCAAAAAAAA+5lhw4bFrFmz4r//+7+jatWqOxyfk5MTd999d7Rv3z6p/8EHH9xTJQKQBkIiAAAAAAAAsJ/p1atXVKpUKaU5OTk5MXTo0KS+l156aXeWBUCaCYkAAAAAAAAAERFx0kknJbW/+eabWL9+fZqqAWB3ExIBAAAAAAAAIiKiTp06JfpWrVqVhkoA2BOERAAAAAAAAICIiFi0aFGJvgMPPDANlQCwJwiJAAAAAAAAABER8frrrye1mzZtGpUqVUpTNQDsbkIiAAAAAAAAQEREPPzww0ntnj17pqkSAPaECukuAAAAAAAAgHKwZXPE6pJXibAH1GwYkbPvfQw3bty4mDx5clLfgAED0lMMAHvEvvevEwAAAAAAAKlbvSjijjbpriIzXPlBRJ2m6a4iJStWrIjBgwcn9Z155pnRoUOHNFUEwJ7guhkAAAAAAADIYIWFhXHhhRfGl19+meirVatW3HnnnWmsCoA9QUgEAAAAAAAAMtg111wTL774YlLffffdF40bN05TRQDsKUIiAAAAAAAAkKHuvPPO+Nvf/pbUN3To0OjTp0+aKgJgTxISAQAAAAAAgAz0xBNPxJAhQ5L6BgwYEH/605/SVBEAe5qQCAAAAAAAAGSY559/Pvr37x9FRUWJvrPOOisefPDByMrKSmNlAOxJFdJdAAAAAAAAAOWgZsOIKz9IdxWZoWbDdFewXRMnToxzzz03Nm/enOj74Q9/GE8++WTk5OSksTIA9jQhEQAAAAAAgEyQUyGiTtN0V0GaTZkyJXr37h0bN25M9J144okxduzYqFSpUhorA6A8uG4GAAAAAAAAMsAHH3wQp59+eqxduzbR17Zt2xg3blxUr149jZUBUF6ERAAAAAAAAGA/N2vWrPjhD38YeXl5ib5WrVrFSy+9FLVq1UpjZQCUJyERAAAAAAAA2I/Nnz8/unfvHl999VWir3nz5vHKK6/EQQcdlMbKAChvQiIAAAAAAACwn1qyZEl069Ytvvzyy0Rfw4YNY8KECdGwYcM0VgZAOgiJAAAAAAAAwH5oxYoV8cMf/jDmzJmT6DvooIPilVdeiebNm6exMgDSRUgEAAAAAAAA9jNr1qyJ0047LT7++ONEX+3atePll1+OVq1apbEyANKpQroLAAAAAAAAAHav3r17x7Rp05L6rrrqqvj6669j/PjxKa3Vrl27qFOnzu4sD4A0ERIBAAAAAACA/cykSZNK9N1www07tdbEiROjS5cuu1YQAHsF180AAAAAAAAAAGQAIREAAAAAAAAAgAzguhkAAAAAAADYzxQVFaW7BAD2Qk4SAQAAAAAAAADIAEIiAAAAAAAAAAAZQEgEAAAAAAAAACADCIkAAAAAAAAAAGQAIREAAAAAAAAAgAwgJAIAAAAAAAAAkAGERAAAAAAAAAAAMoCQCAAAAAAAAABABhASAQAAAAAAAADIAEIiAAAAAAAAAAAZQEgEAAAAAAAAACADCIkAAAAAAAAAAGQAIREAAAAAAAAAgAwgJAIAAAAAAAAAkAGERAAAAAAAAAAAMoCQCAAAAAAAAABABhASAQAAAAAAAADIAEIiAAAAAAAAAAAZQEgEAAAAAAAAACADCIkAAAAAAAAAAGQAIREAAAAAAAAAgAwgJAIAAAAAAAAAkAGERAAAAAAAAAAAMoCQCAAAAAAAAABABhASAQAAAAAAAADIAEIiAAAAAAAAAAAZQEgEAAAAAAAAACADCIkAAAAAAAAAAGQAIREAAAAAAAAAgAwgJAIAAAAAAAAAkAEqpLsAAAAAAAAAYM/Kz8+PTz/9NObNmxeLFi2KNWvWREFBQdSsWTMOPPDAaNOmTbRq1SpycnLSXSoAe5CQCAAAAAAAAOyHnn766Rg/fny8+eab8emnn8bmzZu3O75WrVpx/vnnx5VXXhlHHHFEOVUJQHly3QwAAAAAAADsh4YMGRL33XdffPTRRzsMiERErFq1Ku69995o06ZN/P73v4+ioqJyqBKA8uQkEQAAAAAAAMgQVapUiSZNmkStWrWisLAwvv7661iwYEFSIKSgoCCGDRsWCxcujIceeiiN1QKwuwmJAAAAAAAAwH7qkEMOiV69ekXnzp3jhBNOiObNm0d2dvJlA3l5efH000/HjTfeGF9++WWi/+GHH44f/OAHcfHFF5d32QDsIUIiAAAAAAAAsB8aN25cHH300ZGVlbXdcXXq1ImBAwfGOeecE927d4933nkn8dp1110X/fv3LxEsAWDf5H/NAQAAAAAAYD/Upk2bHQZEtlanTp0YOXJk0pwlS5bEm2++uSfKAyANhEQAAAAAAACAiIho1apVtGvXLqlv5syZaaoGgN1NSAQAAAAA+P/Yu+/oqKr1/+OfSUJIA0IoCSQQAqgUEaQJiHRRxEsRUPAiUVEvRS96Ra7ABQQsYMcfAqJ0FHuhKAgIIiIISJReQ6SEJEBCej+/P/JlzEmdSTKZIO/XWllr9pldnpM5swdyntkbAADAqlGjRqbyxYsXnRQJAKCskSQCAAAAAAAAAAAAwCo1NdVU9vX1dVIkAICyRpIIAAAAAAAAAAAAAEmSYRjavXu36Vje7WcAANcukkQAAAAAAAAAAAAASJIWL16s8+fPW8tNmjRR+/btnRgRAKAskSQCAAAAAAAAAAAAQMuWLdOYMWOsZRcXF82dO1cWi8WJUQEAypKbswMAAAAAAAAAAACA42VmZyoqOcrZYVwX/L385eZS8W7DHTt2TH/++ae1nJGRodjYWB04cEDffPONDh06ZH3O3d1dCxcuVM+ePZ0RKgDAQSrepxMAAAAAAAAAAADKXFRylO7+4m5nh3FdWD9ovQJ9Ap0dRj7z5s3TnDlziqxjsVh0991365VXXlHLli3LKTIAQHkhSQQAAAAAAAAAAACAJGnIkCH697//TYIIAPxNuTg7AAAAAAAAAAAAAAAVw6effqrOnTurS5cuOnHihLPDAQCUMZJEAAAAAAAAAAAAgOvA22+/LcMwrD/Jyck6c+aM1q5dq5EjR8rT09Na96efflK7du20Z88eJ0YMAChrJIkAAAAAAAAAAAAA1yFPT08FBQWpb9+++uCDD/THH3+oVatW1ufj4uI0YMAAxcXFOTFKAEBZIkkEAAAAAAAAAAAAgBo3bqyNGzeqXr161mPnzp3Ta6+95sSoAABlyc3ZAQAAAAAAAAAAAMDx/L38tX7QemeHcV3w9/J3dgglVrNmTU2fPl2PPvqo9djSpUv10ksvOTEqAEBZIUkEAAAAAAAAAADgOuDm4qZAn0Bnh4FrwMCBAzVy5EgZhiFJOn/+vCIiIhQcHOzkyAAApcV2M8A15vTp07JYLNafhx9+2NkhAShDL7zwguk9vnXr1iLr567brVu3conxWsKcCQAAAAAAANjP19dXfn5+pmMXLlxwUjQAgLJEkggAAAAAAAAAAACAIlWqVMnZIQAAygBJIgAAAAAAAAAAAACsEhISdPnyZdMxf39/J0UDAChLJIkAKLXrfTuHpUuXms5/6dKlzg4JAAp1vc/ZtmjQoIH199OgQQNnhwMAAAAAAFDu1q1bJ8MwrOVatWqpTp06TowIAFBWSBIBAAAAAAAAAAAAIElKSUnRtGnTTMfuvfdeubhwWxEA/g6YzQEAAAAAAAAAAIC/mQkTJmj37t12tbl8+bL69eunY8eOWY+5urrqmWeeKevwAABOQpIIAAAAAAAAAAAA8Dfz/fffq3379rrtttv05ptvKiwsTBkZGfnqGYahI0eOaObMmbrpppu0adMm0/PPPPOMWrRoUV5hAwAczM3ZAQAAAAAAAAAAAABwjF9//VW//vqrJMnd3V2BgYHy9fWVu7u7EhISdObMGSUkJBTYNjQ0VLNnzy7PcAEADkaSyHUmNTVVO3bs0JEjRxQbGyt3d3cFBQXptttuU8OGDZ0dHgAAAAAAAAAAABwkPT1d4eHhxdarWrWqZs2apVGjRslisZRDZACA8kKSiBO88MILmj59eonbh4aGaunSpXa1iYmJ0fTp07V06VIlJSUVWKdNmzaaMmWK+vfvX+LYUPElJibq4MGDOnLkiC5duqSUlBRVq1ZNNWvWVOvWrXXjjTc6O0STuLg47dixQ5GRkYqJiZGHh4dq1aqlW2+9Vc2aNStV3wkJCdq3b5+OHj2quLg4paWlycvLS9WrV1eDBg3UrFkz+fv7l9GZlI/s7Gz9+uuvOn78uKKjo5WVlaXatWsrJCREnTp1UqVKlZwdos0c+doX5MCBAzp8+LAiIyOVmJgof39/jRgxosjf2dmzZ3Xw4EGFh4frypUrkiQ/Pz8FBgaqY8eOql69epnHWZEcPXpUf/zxhy5evKjLly9bX6OmTZuqZcuWcnd3L1G/f/75p3799VdFRUXpypUr8vPzU0BAgG6//XbVqlWrjM8i5zx27dql8+fPy9XVVbVr11b79u3VtGnTMuk/LCxMhw4dUnR0tFJTU1W7dm3Vq1dPnTt3lqenZ5mMkduePXt04sQJRUZGKjU1VcHBwXrwwQfLfJyylpaWpp9//llnz55VZGSkXF1d1a5dO3Xt2rXQNhkZGTp69KgOHTqkCxcuKCEhQd7e3vLz81OTJk3UunVrublVnH/upqena+fOnTp9+rRiYmKUnZ2tWrVq6YYbblCHDh3k6urq7BABAAAAAMDfyKpVq7RmzRpt3LhRv/76q+Lj44usb7FY1KJFCz300EMKDQ11yN/iAAAVgIFyN23aNENSiX9CQ0PtGm/Lli1GzZo1be5/xIgRRlpammNOvgQOHDhgiu/AgQPODsmpwsPD7b4ejh49arzwwgtGhw4dDDc3tyJfAauD+gAAIABJREFU/4CAAGP69OnG5cuXi+03ODi4RNfwkiVLiu179erVRpcuXYqMt379+sabb75ppKam2vCb+8vevXuNgQMHGu7u7sXGGhISYjz55JPGwYMHTX3kfR3s+QkPD7crXltERUUZY8eONWrUqFHouFWqVDFGjBhhnD59utj+mjdvbmp74sQJu2NKTEw0fHx8rH34+fnZNLc44rXfsmWLqf20adMMwzCMjIwM45133sl3vld/YmNjTf1kZGQY3333nTFy5Mhir3+LxWJ07NjR+Oqrr4zs7Gybf295PyO2bNlSZP3cdbt27WrzOCUVExNjTJgwwahXr16R5+/t7W0MGDDAWLdunU3nn5WVZSxatMi4+eabC+3TxcXF6NChg7F69Wqb4y1qztywYYPRtm3bQsdr2rSpXWPlFh8fb0yePNmoW7duof17eHgYAwYMMPbv329zv0uWLClwPk1OTjZmzJhhhISE5BunWrVqhmE4ds62RWhoaIFz4ZkzZ4wnnnjC8PX1zTd2//798/UTExNjvPvuu0afPn1Mc0xh1+HIkSON48eP2x2frT+2fA7v37/fGDJkSJHx+vr6Gk8++aQRFRVl768WAAAAqDCuxCQbc/+1ucCfKzHJzg4P5YC/5ZaPjIwM49ChQ6afjIwMZ4eFCi4rK8s4cuSIsXbtWmPevHnGrFmzjJkzZxpvv/22sWTJEmPLli3GlStXnB0mAFwXnP1ZXnG+WgmH2L59u+655x6lpKSYjvv6+iokJESxsbE6c+aMsrKyrM8tX75ciYmJ+vzzz1lC7G9g7dq1+sc//mFz/QsXLmjatGlauHChvvrqK7Vr186B0eUXHR2tBx54QFu3bi227p9//qn//Oc/WrBggb799ls1atSo2DazZs3S5MmTlZ2dbVM84eHhmjt3rqpVq6YXX3zRpjbl7dNPP9Vjjz1W6J6RVyUkJGj58uX65JNP9MYbb2js2LGF1g0NDdWECROs5eXLl9u9AtIXX3yhxMREa3no0KFFrizh6Nc+r9jYWPXr10/bt2+3uc3QoUP1xRdf2FTXMAz98ssvGjhwoO677z4tX75c3t7edsdZkbz33nsaP3686XUtTFJSkr7++mt9/fXXCg8PV4MGDQqte+7cOfXr10+//fZbkX1mZ2dr586d6tevn/r06aNPPvlEVapUsfc0JEkTJkzQa6+9VmSdw4cPq1+/fpoxY4amTJlic98//vij7r//fkVHRxdZLzU1VV9//bXWrFmj//73v3rppZdsHiO3iIgI3XPPPTp06FCJ2jvTpk2bNHjwYOtKPMWJjY1VnTp1lJmZaVP9pKQkLVq0SCtXrtSCBQv08MMPlyJa+2VmZuqZZ57RvHnziv3ciYuL09y5c7Vs2TKtWrVKffv2LacoAQAAAADA9cDFxUU33XSTbrrpJmeHAgBwMpJEKoDXX39dLVu2tLl+3bp1baoXGxurBx54wJQgEhwcrDlz5qhfv37WBJCzZ8/qxRdf1HvvvWet9+WXX+qtt97Sf/7zH5vjQsWUmpqa75inp6fq1aunKlWqyGKx6NKlS4qIiDDdwDp37py6deumPXv2lNmWC8U5fvy47rrrrnz7IVosFgUHB6tmzZpKS0tTeHi46Sb1sWPH1LFjR23fvr3I7XIWLVqkiRMn5jtepUoVNWjQQN7e3kpJSdHly5d19uxZGYZRdifnIO+//75GjRqV7+ajj4+PgoODValSJZ0+fVpxcXHW59LS0vTkk0/q0qVLmjp1aoH9Dh8+XBMnTrQmkK1cuVIvvPCCXYljy5YtM5VDQ0MLrevo1z6vzMzMfAki1atXV7169STl3HQv6KZ1Qe+nWrVqqVatWqpSpYpSU1N17tw5Xbx40VTnyy+/1JUrV/T999/LxcXF5jgrkqefflpz5szJd9zV1VX169dXzZo1lZqaqgsXLigmJsbmfsPDw9WtWzf9+eefpuMuLi5q0KCB/Pz8FBMTo4iICNPz3333nbp3766NGzfava3P888/b0oQqVKliurXry9PT09FRETki3/q1Klq3ry57rvvvmL7XrdunQYPHpzvWvHw8FCDBg3k5eWlM2fOmMbIysrSyy+/rAsXLmjRokV2nUt8fLx69+6tY8eOWY/Vrl1bgYGBSktLy/d7q0j27dun4cOHKzk52XosODhYtWrVUmxsbL5rQsr5XeVNELl6DVarVk2VK1fWlStXFB4errS0NGudtLQ0PfLII3JxcdGIESMcd1K5JCcn67777tOGDRvyPRcQEKCAgAC5uLjo7NmzpoSihIQE9e/fX6tWrdKQIUPKJVYAAAAAAAAAwPWDJJEKoE2bNurWrVuZ9/vaa6/p/Pnz1nJISIi2b9+eL8kkKChICxYsUP369TV58mTr8RkzZuiRRx6x++YbKh5XV1fdfffd6tevn3r06KGGDRvmu1GdkJCg1atXa8aMGdabjcnJyXrwwQf122+/FZgc8OGHHyolJUVRUVEaPny49Xjv3r313HPPFRpP8+bN8x1LTk5W//79TUkCISEhev755zVkyBDTdZiZmalNmzZp8uTJ1pUHYmJi9MADD2jnzp2qXLlyvv7T0tJMK2NI0qBBgzRx4kS1bt063/klJCRo9+7d+vbbb7Vy5cp8/QUEBGjjxo2SpO+//950w/m5555T7969Cz3/gICAQp+zx2+//aaxY8eaEkTq16+v119/Xf369bP+HrKysrRp0yY9++yzOnjwoLXutGnT1K5dO/Xp0ydf33Xq1NGdd96p9evXS5JOnTql7du364477rAptjNnzphWBGnSpInat29fYF1Hv/YF+eCDDxQVFSVJ6tWrl6ZPn64OHTpY3xeGYWjz5s3y9PTM17ZmzZq6//771bdvX7Vv3141a9bMV+fEiRNavHix3nrrLWuywObNmzVnzhw988wzNsVYkcyZMydfgkjDhg01depU9evXL9/nxJkzZ7RhwwatWrVKP/zwQ6H9ZmZmatiwYaZkADc3N40fP15PPfWU6fPq5MmTmjVrlj744APrsb1792r06NH6+OOPbT6Xbdu2Wa+12267TTNnzlT37t3l5pbzTyLDMPTjjz9q9OjROnLkiLXdv//9b/Xr189aryBnzpzR8OHDTQkiNWrU0KxZszR06FD5+PhYj//yyy+aMGGCKVFp8eLFateunUaNGmXz+bz88svWa/mBBx7QpEmTdMstt1ifz8jI0KZNmySV7ZxdFkaPHq3k5GR5eHho/PjxGjVqlAIDA63Px8XF6Y8//iiwbdu2bXXffffprrvuUvPmzfO99zMzM/Xjjz/qtddeMyVpjB07Vt27d7cmhOU2YcIE6+9l+PDh1t+rv79/gZ8DVxWWvDt69GjT2D4+PnrmmWf0yCOPKCQkxFT3999/14svvqjPP/9cUs68PXLkSN16661q3LhxoWMDAAAAAAAAAGC3ctvYBlbTpk0z7cu4ZcuWMh8jOjo63773mzZtKrJNdna20aVLF1ObSZMmlXls9mIfS7Pw8HDT7yM0NLTI+qdOnTJOnz5tc/8pKSnGPffcYxrj22+/LdOYCjJq1ChTH//4xz+MhISEItukpqYaAwcONLV78803C6y7bt06U70RI0bYHFtaWppx8uTJQp9fsmSJqe8lS5bY3HdJZWdnGy1atDCN27JlSyM2NrbQNqmpqUaPHj1MberUqWMkJxe8J/CqVatMdUeOHGlzfC+99JKp7SuvvFJoXUe/9oZhGFu2bDHVvfrz9NNP23xOhmEYO3bsMFJSUmyuv2/fPsPPz886XmBgYLF7ytn7GZG7bteuXW2OzVb79+83KlWqZBpn8ODBRmpqqk3t9+zZY8TFxRX43Ouvv27q193d3fjuu++K7G/hwoX5Xsevvvqq0Pp556erPw8//LCRmZlZaLvo6Gijbt26pjZff/11kbHde++9pvr16tUrcv7NysoyHnroIVMbLy8v49y5c4W2yTvfXP15++23i4wtt7KYs0siNDQ0X9w+Pj7GTz/9ZHMfycnJxi+//GLXuDNmzDCNOWHChGLbBAcHW+sHBwfbNZ5hGMbHH39sGrNRo0bGiRMnim336quvmtr169fP7rEBAAAAZ7oSk2zM/dfmAn+uxBT89wf8vfC33PKRkZFhHDp0yPRT3N+cAABAxeHsz/Jrc817FOvjjz82bcnQpUsX9ezZs8g2FotF06ZNMx1bvHjxNbHlBgoXEhKi4OBgm+t7eHhoxYoVqlatmvXYkiVLHBGa1ZkzZ0yrA9xyyy367LPPTN+6L0jlypW1cuVKNWjQwHpszpw51i1Scsu9FYMkjRkzxub43N3d1bBhQ5vrl4eNGzdq//791rKXl5dWr14tX1/fQttUrlxZX375pWklk8jISH300UcF1h8wYIDpOvj8888L3G6lIMuXL7c+dnFxMa1akFt5vPaF6dSpk958802b60tSx44d5eHhYXP9Vq1a6dVXX7WWz507p++//96uMZ3t5ZdfVkZGhrXcuXNnffLJJzav2tKmTRvTdXRVVlZWvtVJXn75Zd19991F9vf444/nW2njjTfesCmWq9q2bauFCxfK1dW10Dq1atXSlClTTMe+++67QusfPXpU69ats5ZdXFz0+eefFzn/uri4aPHixWrRooX1WHJysubPn2/LaVgNHTpU48aNs6tNRfH666+rc+fONtf39PRUhw4d7BpjypQpplWQli5dald7exmGoRdeeMFa9vLy0oYNG9SoUaNi2z733HOmLWbWrFmT7/MLAAAAAAAAAIDSIEnkb+qbb74xlUeOHGlTu+7du5uWQL9w4YJ27txZprGh4vPz8zNtQbJjxw6Hjvfuu+8qMzPTWn7ttddsvgHt5eVl2r4jIiJCe/bsyVcvJSXFVK5UqVIJo60YcidWSNIzzzyj+vXrF9uuWrVqppuXkrRw4cIC63p4eOj++++3lq9cuaKvv/662DF27dqlo0ePWss9e/ZUUFBQgXXL47UvzIwZMwrcRqmsDR061JSM4Oj3U1mKjIzUp59+ai1fTWrIu11VSWzYsEFnzpyxloODg21OdHjppZfk5eVlLW/fvl2HDx+2eewZM2bYNAfkvv4lWbc4KsiiRYtMSZXDhg0rdIul3Nzc3EzbVUnS+++/b1eC5syZM22uW5HUr19fjz/+eLmM9c9//tP6ODo6WidOnHDYWBs2bDBtVTRu3DibEkSu+t///md9bBiGvvrqqzKNDwAAAAAAAABwfSNJ5G8oMTFR27ZtMx3r3bu3TW0tFot69eplOrZ27doyiw3XjtzJQufOnVNMTIzDxvr222+tjwMCAvJdg8XJe33/9NNP+erUrVvXVF65cqVdY1Q0ed/jjzzyiM1thw0bJk9PT2t57969Sk5OLrBuaGioqbxs2bJi+8+9ikhBfeRWHq99Qfz9/dWjRw+7xiopb29v1a5d21ret29fuYxbFjZv3mxanaVPnz664YYbyqTvH3/80VQeMWKE3NzcbGrr5+enAQMGmI7lfU8Uplq1arrrrrtsHid38lXupJa88p7Po48+atMYknTnnXeaEqmioqJsXj2iXbt2aty4sc1jVSQPPPBAmSQc2SL3Z5rk2Pdh7nlNkh566CG72t9yyy2mFZ9sndcAAAAAAAAAALAFSSJ/QwcPHjRtDRASEmK62VCc22+/3VQOCwsrs9jgXHFxcVq0aJEeeeQRtW7dWnXq1JG3t7csFku+n1deecXU9uLFiw6JKTY2VgcOHLCWW7dubfdNw7wraBS0okCPHj1Mqzm89dZbGjNmjE6dOmVnxM53+vRpRUVFWcvBwcF2fUu9atWqatu2rbWclZWl3bt3F1j39ttvNyUFbNy4URcuXCi07/T0dH388cfWcpUqVTRw4MAC65bXa1+Qtm3blnoVkYMHD2r69Onq37+/brjhBtWsWVPu7u4Fvp8iIyOt7Rz1XnKEvDen77nnnjLre9euXaayvUk7ebdQs3XVK3uvs9wJPleuXCmwTlpamumzslKlSnZtoeLi4qLu3bubjtl6PrasVlJRlTb2jIwMrVmzRk899ZS6dOmioKAgVa1aVS4uLvneg3kTgxz5Psz9vvH29laTJk3s7qNevXrWx/askgMAAAAAAAAAQHFs+8ouHC4tLU2nTp3SpUuXVKlSJdWoUUN169Y1Ladvq7w3E5o1a2ZX+7z1uTlx7UtKStL06dP1zjvvKC0trUR9xMXFlXFUOY4ePWraVuHbb78t9c37y5cv5ztWr149Pfroo3r//fetx+bPn6/58+erTZs26tWrl7p06aIOHTrIz8+vVOM7WkREhKl8yy232N1Hy5YtTTcy//zzz0LrjhgxQlOmTJGUk1Dy4Ycf6tlnny2w7tq1a02//yFDhhQ6j5XXa1+QvKsK2GP//v168sknbV65Ii9HvZcc4eTJk6Zy7uSi0irtddyyZUtTuahrOLfcSR+28Pb2tj7Ou23VVRcuXFB6erq13KRJE7m7u9s1TsuWLbVixQpr2dbzKc217Gwljd0wDC1evFiTJk1SdHR0ifpw5Psw97+bkpKSSr1aiq3zGgAA17rMjCwlX0kvviLgANnp6cq6HOvsMP4WkuIzCn0u40KU0lOv7e1/S6NSgL8sNq6gCQAAADgS/yqtAMaOHatTp04pNTXVdNzNzU1t2rRRnz59NGbMGNWqVcum/o4ePWoq5/42qi3y1o+IiFBqaqo8PDzs6gcVw8WLF9WjRw/t37+/VP2UNLmkOJcuXSrzPgv7tv8777yjCxcuaM2aNabje/fu1d69ezV79mxZLBa1bNlSffr00T//+U81b968zOMrrdhY8x+uatasaXcfedvk7TO3hx56SFOnTrUmdCxfvrzQJJG829EUtdVMeb72eVWtWrVE/a9du1aDBg0yJQTYy1HvJUfIe3Pa3gSLouS+5lxcXOxOzrLnGs7NEZ9l5f2ezK2k13JFUJLYs7OzFRoaWuotwxz1PkxKSirzvm2d1wAAuFZlpGfph+WHFf77RWVlZDs7HAAOFDH8n/JMvX6ToBtt2iT3oEBnhwEAAACQJFIRHDp0qMDjmZmZ2rVrl3bt2qXZs2dr/PjxmjZtmmnLjILk/VZtUFCQXfH4+/vLzc1NmZmZknJuyFy6dEmBgaX/T0x0dLRiYmLsanPixIlSj3s9GzJkSL4EkXr16ql79+5q1qyZgoKC5OPjI09PT9O3nZcvX276VrujOOLb3NnZBf9h0cPDQ998840+/vhjvfrqqwVupWQYhsLCwhQWFqZXXnlFffv21dtvv63GjRuXeZwllZiYaCrnXunAVnnbJCQkFFo3ODhY3bp105YtWyRJf/zxh8LCwtSqVStTvYsXL+q7776zlkNCQnTHHXcU2m95vvZ5Vapk/zeXjh07psGDB5sSRCwWi9q3b69OnTqpYcOGCggIkIeHR75EhOHDh5u2CLpW5L0ufHx8yqzv3NdxSVbNsucadrTyfk/mVpJruaIoSewzZ87MlyBStWpVdevWTW3atFG9evXk6+srDw8PU/+///67xo8fX+qYi+OIeS33iksAAPwd/bD8sE7sKdnqYAAAAAAAwH4kiVwjUlJSNHPmTP30009as2ZNkTfqSnuzymKxyNPT03SDKm+fJTVv3jxNnz69TPpC8VavXq2tW7day1WqVNH8+fM1bNiwYpe/37x5s4Ojy5H35nD37t01adKkUvVZvXr1Qp+zWCwaNmyYhg0bpkOHDmnjxo3aunWrtm/frosXL+arv27dOm3btk3r1q0rMuGhPOV9/yclJdndR942VapUKbJ+aGioNUlEykkiypsk8tFHHykj469lZUeMGFHk9jHl/dqX1vPPP29aIaB9+/ZatmyZmjRpUmzb0m6j4yx5r4vExMQSrZJREB8fH+sKCcnJyXa3t/cadiRnvCevR1FRUZo9e7bp2MSJEzVp0qRiE5iysrIcGZpV3nnNz89Pn3zySbmMDQDAtSgzI0vhv+f/fxgAAAAAAHAckkScxGKxqGPHjurbt6/at2+vpk2bys/PTy4uLrp06ZJ+++03rV27VsuWLTNtQ7N161YNHTpU33zzTaEriuRN6CjJ0vqOShJB+fr4449N5ffee0/Dhg2zqW3ebSYcJe8NZw8PD/Xq1atcxm7WrJmaNWumcePGyTAMHTlyRN9//70+//xzbd++3VovISFBgwcP1smTJ8t0JYWSypsIUZJtW/ImxBSXXDFo0CCNHTvWeiP7o48+0quvviq3XHvpLl++3PrYYrFoxIgRRfbpzNfeXomJiVq3bp217O/vr/Xr19uclGLr1iEVTd4tYKKjo9WgQYMy6bt69erWJJHs7GzFxsbaleRj7zXsSM54T16PvvnmG6WkpFjLTzzxhF5++WWb2pbXZ5qvr69pNbaUlJQKO68BAFARJF9JZ4sZ4DrhkpUu9/R4Z4cBAAAAQFLRSwnAIXr37q0jR47o559/1qRJk9SrVy8FBgbK09NTlStXVt26dXXvvfdqwYIFOn78uG6//XZT+3Xr1mnevHmF9p87qUSS3N3d7Y6xcuXKpnLumzK4duzcudP6uEaNGrr//vttbnvw4EFHhJRPSEiIqeys7YUsFouaNm2qcePG6aefftK2bdtMSQzR0dHlsv2OLYKDg03l33//3e4+8rbJ22dePj4+GjRokLUcFRWlDRs2WMsHDx7U3r17reXOnTurYcOGRfZZUV57W/z222+mbWaGDRtm8038EydOmFYguZbccMMNpvKePXvKrO/SXsf2XsOOVKdOHdNn7ZEjR0zXiy0q0vlUVLk/0yRpzJgxNrctr880i8Vieu1SUlJ0/vz5chkbAAAAqMhqXvpDrtmZzg4DAAAAgEgScYpOnTrpxhtvtKluUFCQNm3apI4dO5qOv/jii4Uuz5935RB7b1RJyndDsySrkRRkzJgxOnDggF0/X3/9dZmMfT2KioqyPm7cuHGhq8/kFR8fb7rhX5y8W9cYhmFz26CgIDVu3NhaPn78uM6cOWNze0e54447NGvWLNOx3KuL5Faa8y+JBg0ayN/f31qOiIjQqVOnbG6fkJBgutnv5uamtm3bFtsuNDTUVM69ckjuxwXVLUhFfe0Lkvu9JEk33XSTzW1/+OGHsg6n3OTdYunbb78ts747dOhgKtv7e8pbP29/5cnd3V233nqrtZyenl7ofFEQwzBMW4NJjj2f8p6zykp5vg9z/47s/f107969VGMDAAAAfycuWemqHb1HTY+sdHYoAAAAAP4P281cAzw8PLR8+XI1bdrUunx5dHS0vv/+ew0YMCBf/bzbYeRdWcQWeVcOKastNmrXrq3atWuXSV8oXu4bW/YkCy1evNiu68bb29tULiyBqTB333235s6day3PnTtXs2fPtqsPR8i7ik/e7SCuKu35l0TXrl316aefWstLly7VjBkzbGq7atUq03u8bdu28vLyKrZd9+7dFRwcrIiICEnS6tWrFRcXp6pVq2rlyr/+2OPp6akhQ4bYFEtFfe3zynuT2Nb3k2EYmj9/viNCKhc9e/Y0bZ3x3Xff6fjx4/lWGCmJrl27ml7rlStXaurUqaYtjAoTGxurr776ynSsS5cupY6pNLp27apdu3ZZy0uXLlWPHj1sartx40ZTglSdOnVsTiYtCWfMWWWhoPehLUmsYWFh+uWXX+waK/fvqCSfaR988IG1PHfuXA0fPtyuPgAAgDRwfGv5+FYuviJQQhkXohQx/J8FPhf49ttyq1mrnCP6e/L0cZWbWwtJBf+uryeVAvyLrwQAAACUA5JErhGNGzdWv3799OWXX1qP2ZokkpSUZNdYhmE4LEkE5SsgIEDh4eGScpbaj4uLk6+vb5Ftzp07p+nTp9s1TtWqVeXq6qqsrCxJso5pq2eeeUYLFiyw3oj+f//v/+mBBx5Q69at7eqnrOVNCilsexE/Pz9T2d7zL4nHHnvMlCTy5ptv6oknnlBQUFCR7eLj4/XCCy+Yjj3++OM2jWmxWPTQQw/pxRdflJSTgPbpp5+qQYMGpu0UBg4cqKpVq9rUZ0V97fMKCAgwlbdv365///vfxbabP3++wsLCHBWWw/n7+2vo0KHWJKDs7GyNHDlSW7duzbcahb169+6t+vXr688//5SU876ZO3eunn766WLbTpkyxXTj/o477lCTJk1KFU9pjRw5Uq+99po1keHDDz/UuHHj1KZNmyLbZWVlacKECaZjjz32mMPilEo/ZztLQe/De+65p8g2WVlZdm1Lc1Xuef3SpUtKSEhQlSpVbGo7YMAANW7c2LqF1q5duzR//nyNHj3a7jgAALie+fhWVtWans4OA39j6amV5Jl6ucDnqjeuK/egwHKOCAAAAADKB9vNXEN69uxpKh89erTAenlX6jh79qxd40RFRVlv2Eo5S67XrFnTrj5QMXTq1Mn6OD09XRMnTiyyfkxMjO69917FxcXZNU6lSpVM33oPCwvTyZMnbW7fsGFDjRw50lpOSUnRvffea/c3v3/44Qc98cQTBT43ZcoUrVy50nRtF8UwDL3xxhumY4Xd7G3evLmpvHr1amVkZNg0Tkn16tVLt9xyi7WclJSk/v3768qVK4W2SU9P15AhQxQZGWk9VqdOHT344IM2jztixAhTefny5Vq2bJnpmC1bzVxVHq99WWjTpo3c3d2t5S+//FI7duwoss3atWv1n//8x2ExlZeJEyeqcuW/vsH5008/aejQofm2JSvMnj17CrwuXV1dNW7cONOx559/Xps3by6yv8WLF2vevHmmY88++6xNsTjSjTfeqHvvvddazs7O1qBBg4r8DDYMQ4899ph+//136zFvb2+NGjXKobGWds52ltyfaVLOvJ43qTW3rKwsPfroo3bPJ5J5XjcMQ1988YXNbV1dXTVz5kzTsXHjxun999+3K4Zjx47piSee0Llz5+xqBwAAAAAAAABAUUgSuYbUq1crKeHCAAAgAElEQVTPVI6JiSmw3k033WQqX/2Wtq3y1g8ODrZpOXdUPHlv6C9YsEChoaHW7UKuSkhI0KJFi3TLLbdYVz1o2rSpXWP17t3b+jgrK0tdunTR9OnT9dVXX2njxo3atGmT9Sd3ksJVb731lm699VZrOTIyUl26dNEjjzyinTt3FpjckZiYqO3bt2vy5Mlq0qSJevbsqe+//77A+Pbv36+HHnpIgYGBGj16tNavX69Lly7lq5edna3t27erd+/e+vrrr63Hvby8Ck2mqF27tlq2bGktHz9+XB07dtScOXO0du1a07lv2rSpRFtA5WWxWLRkyRJVqlTJeuy3335Tq1at9MUXX5i2Q8nOztbGjRvVtm3bfL+fxYsX2/X+vuGGG0w3an/++WfTzdPAwED16tXLrnNx9GtfFry9vTVo0CBrOSsrS3369NHChQvzvZ7Hjx/XmDFj1L9/f6Wlpal27dqqUaOGw2JztGbNmun11183Hfvss8/UvHlzLVu2TLGxsfnanD17Vh988IG6d++udu3aFVhHyrlxftttt1nLaWlp6tOnjyZPnpxvnjh16pT+9a9/6bHHHjNtO/LAAw+of//+pTnFMjNv3jzTak0RERG69dZbtXjx4nyreu3cuVPdunXT0qVLTcdff/111a1b1+GxlnbOdoaBAweaVvP47bff1L17d9M2P5KUmZmpDRs26LbbbtPy5cslle4zTZJGjx6tp556SqtWrdKGDRtMv59Dhw7laz906FD961//spYzMjL0xBNPqGfPnlq7dm2Bq7xlZGTo999/19tvv21dHef99993eNIhAAAAAAAAAOD6wnYz15DcN4MlFXrTIO+S+wXdvCjK4cOHi+wP147evXvrnnvu0bfffms9tnz5ci1fvlwNGzZUrVq1FBcXp/DwcFNSwYMPPqgbbrjBrm1nxowZo/fee896w/z8+fP5tjW5asmSJXr44YdNxzw9PbV69Wrdc8892r9/v6ScG31Lly7V0qVL5e3trXr16qlatWpKTk5WbGyszp07Z7pZbIvo6GgtWLBACxYskJSzkkbNmjXl7e2tpKQkhYeHKzExMV+7N954Q4GBhS81++yzz5qScvbu3au9e/cWWDc8PFwNGjSwK+6CtG7dWu+++65GjRql7OxsSdLp06c1ePBgValSRQ0aNJCrq6siIiIKvEk/ffp03X333XaPGxoaalpFI/eKEsOHD7d7G5Lyeu1La+bMmVq3bp3i4+Ml5Wzd869//Uvjxo3TjTfeqMqVKysyMtK0coSrq6uWLl2q0aNHF5iUdK148sknderUKb311lvWYydPntTDDz8sV1dXBQcHq0aNGkpLS1NkZGShSYx5ubq66qOPPlL37t2tCYoZGRl6+eWXNWvWLIWEhMjPz08xMTE6ffp0vvatW7fW/Pnzy+Qcy0JQUJBWrlypQYMGWd8XFy9e1MiRI/Xkk08qJCREnp6eOnPmjKKjo/O1f/TRRx2+ishVpZ2znaFGjRqaMmWKaXueXbt2qUOHDvL391f9+vWVmpqqiIgI6/tUyvl3zKxZs+xKJrr33nt10003WVdtS01N1dy5czV37tx8dUNDQ/Ml+0g522fFxsaatgb74Ycf9MMPP8jNzU3BwcHy8/NTZmam4uLidO7cOdNnMQAAAAAAAAAAjsBKIteQCxcumMq1atUqsF7z5s1NCSWnT5+261vAP//8s6ncqlUrO6JERfPhhx+qffv2+Y6fOnVKu3bt0tGjR003pYYOHaolS5bYPc6NN96oFStWyMfHp8SxBgUF6ZdfftHw4cNlsVhMzyUlJenIkSPatWuX9u/fr7NnzxaYJFC/fn27xoyMjNT+/fu1c+dO7d+/P1+CiKenpxYsWFDsjduHHnpIEyZMyBe3oz3++ONatWqV6dv1Us7qMPv371dYWFi+BJHKlStr7ty5mjp1aonGvP/++wtdfcSerWZyc8Zrb69GjRrps88+y3eNp6am6o8//tDu3btNCSIeHh768MMP1adPH4fGVV7efPNNvfvuu/Ly8jIdz8rK0qlTp7R792798ccfNieIXNWwYUP9/PPPat26tel4dna2Tp48qd27dxeYINKnTx9t3bpV1atXt/tcHKlv377asGFDvq3fUlJSdOjQIe3duzdfgoirq6smTpyoRYsWlVucZTFnO8Nzzz1nWqHjqqioKO3evVv79+83JYi0aNFCGzduVNWqVe0ax83NTV988YUaNWpU4lgrVaqkTz75RLNnz5anp6fpuczMTOv1vW/fvnzJmlfVrFkzX1sAAAAAAAAAAEqDJJFryPbt203lvNvPXFWlShV16dLFdGzjxo02jWEYhjZt2mQ69o9//MOOKFHR+Pr6atu2bZoyZYqqVatWaL3mzZvro48+0qpVq+Tu7l6isQYPHqxjx45p1qxZuuuuu1SvXj35+PjYlTjh7e2tFStWKCwsTMOGDTNt3VCYJk2aaNy4cdqxY4e2bdtWYJ33339fixcv1qBBg+Tv719sn35+fho1apQOHz5c4A3JgsyePVthYWEaP368OnfurNq1a5fLVk3333+/Tpw4obFjx8rPz6/QelWqVNGIESN05MgRjR07tsTj+fr6FviN/LZt29q9pUNujnrty1Lv3r21e/fuIudFNzc3DR48WL///rseeOABh8dUnsaMGaOTJ0/q3//+d7HvI19fXw0bNkybN28uduWcoKAg7d69Wx988IGaN29eaD2LxaLbbrtN33zzjb799tt8yVEVRdeuXXXixAlNmjSpyK1jPDw8NGDAAO3bt08vv/xyOUaYoyzmbGdYsGCBdUWswtSuXVszZ87U7t27FRQUVKJxmjdvrj/++ENLlizR4MGDdeONN6patWpydXW1q58JEyYoPDxc48ePtymZLSAgQMOHD9eXX36p8+fP2/SZBQAAAAAAAACArSxGea/XjxKJi4tTSEiI4uLirMcWLVqkRx99tMD677zzjsaNG2ctd+nSRT/++GOx4/zwww/q2bOntezv76/z58/bvX1EWTp48KBuvvlma/nAgQNF3kRE4VJTU/XLL7/o8OHDio2Nlbu7u+rWrat27drpxhtvdHZ4BcrOztZvv/2mY8eO6eLFi4qPj5eXl5d8fX3VqFEjNWvWrNBVdYoSHh6uo0ePKiIiQleuXFF6erp8fHxUq1YttWjRQs2aNZOb27W3I1dWVpZ+/fVXHT9+XNHR0crOzlatWrXUsGFDderUKd+2VRWZo177shIZGamffvpJZ8+eVXJysqpWrarGjRurU6dONiW4XOsMw1BYWJgOHz6smJgYJSQkyNvbWwEBAWrWrJluvvlmu2+mX/Xnn39q165dioqKUnx8vKpXr646deqoU6dO+VbouBaEhYXp4MGDio6OVlpammrVqqV69eqpc+fO+VZmge2uXoN79+7VxYsXZRiGateurZtvvllt27Yt8fXnaCdOnFBYWJhiYmIUGxsrNzc3VatWTfXr11fTpk3LZDsyAACuFfEXU7Tif78U+NxDL3ZU1ZqsqAXHST97Tid79SrwuUabNsk9qPAtZwEUjr/llo/MzEwdP37cdOyGG264Jv+eCQDA9cjZn+UkiVwjHnvsMdMy9O7u7jp9+rTq1KlTYP3o6Gg1bNhQSUlJ1mObN29Wjx49Ch3DMAx169bN9G38559/Xq+88koZnEHJ8R8LAAAAAAD+fkgSgTORJAI4Bn/LLR/OvrEEAABKx9mf5Ww3U85mzZqlvXv32lw/MzNTzz77rClBRJJGjRpVaIKIlLPM+pNPPmk69thjj+n8+fOFtnnllVdMCSLVqlXTc889Z3OsAAAAAAAAAAAAAACg4iJJpJytX79ebdu21e233645c+bowIEDyszMzFfvypUrWrVqldq1a6c333zT9FyjRo00derUYseaMGGCAgICrOXw8HB16tRJq1evVu4FZM6ePatRo0Zp8uTJpvaTJ0+Wn5+fvacIAAAAAAAAAAAAAAAqINYec5IdO3Zox44dkqTKlSsrKChI1apVk6urqy5duqTTp08rOzs7X7uAgAB99913qlGjRrFj+Pn56ZNPPtFdd92l1NRUSVJERIT69+8vX19fhYSEKC4uTn/++aeysrJMbfv376/x48eXwZkCAAAAAAAAAAAAAICKgCSRCiAtLU0nT54stt4999yjJUuWqHbt2jb33aVLF61bt05DhgzR5cuXrcfj4uK0b9++Ats8+OCDWrx4sSwWi83jAAAAAAAAAAAAAACAio3tZsrZ5MmTNWrUKDVv3lyurq7F1vfx8dGQIUP0448/at26dXYliFzVo0cPHTp0SKNHj5aXl1eh9W699VZ98cUX+vDDD1W5cmW7xwEAAAAAAAAAAAAAABUXK4mUszvvvFN33nmnJCk5OVmHDh3S6dOnFRkZqcTERGVnZ8vX11fVq1dXs2bN1KJFC5uSSYrj7++vefPm6Y033tCOHTt0+PBhxcXFyd3dXYGBgbrtttvUuHHjUo9THuLj4xUXF1emfVatWlUuLsXnTMXHxxe4DVBZ8PHxkZtb8W/JxMREZWZmOiQGLy8vubu7F1svOTlZ6enpDonBw8NDHh4exdZLTU21bqNU1tzd3YtMqLoqPT1dycnJDonBzc1NPj4+xdbLzMxUYmKiQ2JwcXFR1apVi62XnZ2t+Ph4h8QgSb6+vjbVK+t5ITfmiBzMETmYI3IwR/yFOSIHc0QO5ogczBF/YY7IwRyRgzkiB3PEX5gjcjhjjki/ckXxubZfrmyxqLINrwVzRA7miL8wR+S4Okc48jUBAABA2SBJxIm8vLzUtm1btW3bttzG9PT0VM+ePdWzZ89yG7OsrVixokQrqhTl6aeftuk/fosXL3bYf/wefvhhNWjQoNh6n3/+uU6fPu2QGAYMGKBWrVoVW+/7779XWFiYQ2Lo1q2bunXrVmy9nTt3auvWrQ6JoVWrVhowYECx9Q4dOqSvv/7aITE0aNBADz/8cLH1zp49q6VLlzokBl9fXz399NPF1ouPj9fbb7/tkBgk6YUXXrCpniNjYI7IwRyRgzkiB3PEX5gjcjBH5GCOyMEc8RfmiBzMETmYI3IwR/yFOSKHM+aIrPh4XY79a2vm9l5eau/lXWw75ogczBF/YY7IcXWOiI6OdkgcAAAAKDtsNwMAAAAAAAAAAABcx4YNGyaLxWL6sSVJDABw7SFJBAAAAAAAAAAAALhOrVmzRh9//LGzwwAAlBOSRAAAAAAAAAAAAIDr0JUrVzR69GhnhwEAKEckiQAAAAAAAAAAAADXoeeee07nzp2TJHl7ezs5GgBAeSBJBAAAAAAAAAAAALjObN26VR988IEkycXFRdOmTXNyRACA8mAxDMNwdhBAUQ4ePKibb77ZWt6xY4eaNm1apmNUrVpVLi7F50zFx8crOzu7TMe+ysfHR25ubsXWS0xMVGZmpkNi8PLykru7e7H1kpOTlZ6e7pAYPDw85OHhUWy91NRUpaamOiQGd3d3eXl5FVsvPT1dycnJDonBzc1NPj4+xdbLzMxUYmKiQ2JwcXFR1apVi62XnZ2t+Ph4h8QgSb6+vjbVi4uLc1gMzBE5mCNyMEfkYI74C3NEDuaIHMwROZgj/sIckYM5IgdzRI6rc0T8xRSt+N8vBdZ56MWO8vGrzBzxf5gjcpTlHJF+7rzCBwywlitbLKr8f69Fo02b5B4UWGA75ogc/DviL8wROa7OEYcPH1anTp2sxw8cOKDmzZs7JLbrWWZmpo4fP246dsMNN9j0WgFXpaSkqEWLFjp58qQkady4cRowYIC6d+9urRMcHKzTp087KUIA+Pty9mc5/2LANadq1ao2/yfNEWM7my3/UXc0Ly8vm/5o4Ui2/oHXkdzd3W36I5Yjubm5Oe39cJWLi4vTY5Bs/+ONIzFH5GCOyMEckYM54i/METmYI3IwR+RgjvgLc0QO5ogczBE5mCP+whyRoyzniPTEJFV1dbW7HXNEDuaIv1SEGCrSHFERYgFgmylTplgTROrXr68XX3xRe/bscXJUAIDywHYzAAAAAAAAAAAAwHVi9+7devvtt63ld999t0IkhAIAygdJIgAAAAAAAAAAAMB1ICMjQyNHjlRWVpYkaciQIbr33nudHBUAoDyRJAIAAAAAAAAAAABcB1555RXt379fUs6WWe+8846TIwIAlDeSRAAAAAAAAAAAAIC/uUOHDumll16ylmfPnq2AgAAnRgQAcAY3Zwdgq8zMTB0+fFinT5/WmTNndOXKFSUlJUmSvL29Va1aNdWvX18NGjRQkyZN5OZ2zZwaAAAAAAAAAAAA4DDZ2dkaOXKk0tPTJUl33HGHHn/8cSdHBQBwhgqbSZGenq5t27Zp/fr12rZtm/bv32/94CqOu7u7WrRooS5duuiuu+5S165d5e7u7uCIAQAAAAAAAAAAKi4jM1MZF6KcHcZ1oVKAvywV6AvN77zzjnbu3Ckp5z7awoULZbFYnBwVAMAZKs6n0//54YcftHLlSn355ZdKSEiQJBmGUWDdqx9eeZ9PS0vTnj17tHfvXr311lvy8fHRwIEDNXz4cPXq1cuxJwAAAAAAAAAAAFABZVyI0knuk5SLRps2yT0o0NlhSJLCw8P1v//9z1qeOHGimjRp4sSIAADO5OLsACQpJSVF8+bNU9OmTXXnnXdq2bJlio+PtyZ/WCyWArMZDcMoMIEkd33DMJSQkKAVK1borrvuUpMmTTRv3jwlJyc79qQAAAAAAAAAAAAAJ3viiSeUlJQkSWrSpIkmTZrk5IgAAM7k1JVEUlNTNW/ePL366quKiYkxJYVcZRiGXFxc1LhxYzVp0kR169ZVnTp15OPjIy8vLxmGoZSUFCUmJur8+fM6f/68jhw5opMnTyo7O9s0nmEYOnbsmJ566ilNnz5d//3vfzVmzBh5eHiU63kDAAAAAAAAAAAAjrZo0SJt2rRJUs79t4ULF8rd3d3JUQEAnMlpSSIrV67U888/r8jISBmGYUoMqVSpkrp166bu3bura9euatWqld2JHKmpqdq3b59+/PFHbd26VVu3blV6err1+ZiYGD333HN64403NHv2bA0fPrzMzg0AAAAAAAAAAABwpsjISI0fP95afuyxx3THHXc4MSIAQEXglCSRTp06adeuXZJkWj3krrvu0ogRI9S3b19VqVKlVGN4eHioY8eO6tixo55//nklJCRo3bp1WrFihTZs2GDdqiYyMlKhoaGaN2+eduzYUepzAwAAAAAAAAAAAJxt7NixiouLkyQFBATo1VdfdXJEAICKwClJIjt37pTFYpFhGPLz89OYMWP0xBNPKCgoyGFjVqlSRUOHDtXQoUN17tw5vffee5o/f74uXbokwzCsSSsAAAAAAAAAAADAteyzzz7TV199ZS3PmTNHvr6+TowIAFBROG27mVq1amnixIl6/PHH5eXlVa5jBwYGasaMGZo4caIWLlyoV155RTExMeUaAwAAAAAAAAAAQHmqFOCvRps2OTuM60KlAH+njv/cc89ZH/ft21f333+/E6MBAFQkTkkSmTlzpp5++ml5e3s7Y3grT09PjRs3To8//rjeeustp8YCAAAAAAAAAADgSBY3N7kHBTo7DJSDq9vMSNK6detksVjs7iMiIiJfu3379qlVq1aljg8A4DxOSRKZPHmyM4YtlJeXV4WLCQAAAAAAAAAAAAAAoCy5ODsAAAAAAAAAAAAAAAAAOJ5TVhIBAAAAAAAAAAAA4BjffPONMjIy7Grz+++/a/z48dayv7+/Vq5caarTuHHjMokPAOA8JIkAAAAAAAAAAAAAfyNdu3a1u42bm/m2oYeHh3r16lVWIQEAKgi2mwEAAAAAAAAAAAAAALgOXJMriVy+fFnbt2/X4cOHdfnyZV25ckXZ2dl69tlnddNNNzk7PAAAAAAAAAAAAAAAgArnmkoSWbdund544w1t27ZNhmHke37o0KEFJolMmjRJe/bskSQFBwfr/fffd3isAAAAAAAAAAAAAAAAFck1kSQSGxurRx55RGvWrJEka4KIxWIxPS5M27ZtNWvWLGu9Z555Rs2aNXNw1AAAAAAAAAAAAAAAABWHi7MDKM6lS5fUsWNHrVmzJt/qIYZhFJkcctXAgQMVFBRkLX/00UdlHicAAAAAAAAAAAAAAEBFVqGTRAzDUP/+/XXs2DHrMS8vLz311FNas2aNwsLCCtx2Ji+LxaJBgwZZyxs2bHBIvAAAAAAAAAAAAAAAABVVhd5u5sMPP9SOHTusq4Xcdttt+vLLL1WnTh1TPVtWE+nbt6/mzJkjwzC0b98+JSQkqEqVKg6JGwAAAAAAAAAAALiWdOvWzaYvZwMArm0VeiWRWbNmScpZUaRhw4Zav359vgQRW7Vp08b62DAMHTp0qExiBAAAAAAAAAAAAAAAuBZU2CSRiIgIHTp0SBaLRRaLRS+99JKqVatW4v6qV69uSjDJvYUNAAAAAAAAAAAAAADA312FTRL59ddfJeWs+uHh4aEBAwaUuk8/Pz/r49jY2FL3BwAAAAAAAAAAAAAAcK2osEkiUVFRkiSLxaKGDRvK3d291H36+PhYHyclJZW6PwAAAAAAAAAAAAAAgGtFhU0SSUxMtD7OndxRGgkJCdbH3t7eZdInAAAAAAAAAAAAAADAtcDN2QEUpkaNGtbHZbU1zPnz5wvsHwAAAAAAAADw95GWlaaLKRedHYaVv5e/3Fwq7J/jAQAAcB2psP8q9ff3lyQZhqFTp04pOTlZXl5eJe7vwIEDiouLs5ZDQkJKHSMAAAAAAAAAoOJIyUzR1J+nasuZLUrLSnN2OFbrB61XoE+gs8MAAAAAKu52Mx06dJDFYpHFYlFWVpa+++67UvW3ZMkS62MvLy+1b9++tCECAAAAAAAAACqQqT9P1frT6ytUgggAAABQkVTYJJHatWvr1ltvlWEYkqSXX35ZWVlZJerr+PHjWrhwoTXppEePHnJzq7CLqAAAAAAAAAAA7JSWlaYtZ7Y4OwwAAACgQquwSSKS9OSTT1ofh4WF6emnn7a7j/Pnz2vAgAFKSkqyJpyMHz++zGIEAAAAAAAAADjfxZSLrCACAAAAFKNCJ4mEhobq5ptvliQZhqF58+ZpwIABOnXqVLFtMzMztWjRIrVt21ZHjhyxriJy55136o477nB06AAAAAAAAAAAAAAAABVKhd5zxWKx6LPPPtPtt9+u2NhYGYahNWvWaO3aterYsaPatm0rKSeBxGKxaNmyZVq9erVOnDih7du3KyEhwfqcYRiqV6+eVqxY4eSzAgAAAAAAAAAAAAAAKH8VOklEkm666SatWbNGAwYMUExMjCQpOztbO3bs0I4dO6z1DMPQypUrTWVJ1gSRwMBArVmzRrVq1SrfEwAAAAAAAAAAONWyu5fJ39vfaeP7ezlvbAAAACC3Cp8kIkkdO3ZUWFiYRowYoc2bN5ues1gsBba5mhxiGIZ69uypDz/8ULVr1y6PcAEAAAAAAAAAFYi/t78CfQKdHQYAAADgdC7ODsBWderU0caNG7Vt2zbdd9998vHxsSaBFPRTuXJl3X333dq8ebM2btxIgggAAAAAAAAAAAAAALiuXRMrieTWuXNnde7cWdnZ2QoLC9Phw4d16dIlxcXFycvLSzVr1lRISIg6dOigypUrOztcAAAAAAAAAAAAAACACuGaSxK5ysXFRa1bt1br1q2dHQoAAAAAAAAAAAAAAECFd81sNwMAAAAAAAAAAAAAAICSI0kEAAAAAAAAAAAAAADgOlChk0Rat26td955RxcvXnR2KAAAAACA/8/efUdFdW5tAH+GLh0FpAqoiV1j1Cg2ikYiscXEEoOgscZy7eYztmDURKPXxMQeY00g196NimLvUSxgpaj0Lr3O94eLE84wAzMIzKDPb61Zi33OW/aZOUPu9Wzel4iIiIiIiIiIiGo1jS4SuX37NqZNmwZ7e3v0798fe/fuRUFBgbrTIiIiIiIiIiIiIiIiIiIiIqp1NLpIpERBQQEOHz6MQYMGwdbWFpMnT8b169fVnRYRERERERERERERERERERFRraHxRSJSqRQSiUT4OSUlBWvXrkWnTp3QvHlzLF++HDExMWrOkoiIiIiIiIiIiIiIiIiIiEizaXSRyOPHjzFv3jw4OTlBKpUCgKhg5MGDB5gzZw6cnJzg5eWFgIAA5ObmqjNlIiIiIiIiIiIiIiIiIiIiIo2k0UUijRo1wqJFixAeHo7g4GCMGDECxsbGooIRqVSKoqIinDp1Cj4+PrCxscGYMWNw/vx5NWdPREREREREREREREREREREpDk0ukiktO7du+P3339HXFwcduzYgV69egmripReXeTly5f4/fff4e7uLhSZREREqDN1IiIiIiIiIiIiIiIiIiIiIrWrNUUiJerUqYMvvvgCx48fx/Pnz/HDDz+gefPmcrejiYiIgL+/Pxo3bgw3Nzds2bIFmZmZ6kyfiIiIiIiIiIiIiIiIiIiISC1qXZFIaba2tpg9ezbu3r2LGzduYNKkSahXr57cgpELFy5g9OjRsLGxgY+PjzrTJiIiIiIiIiIiIiIiIiIiIqpxtbpIpLT3338fq1evRkxMDPbv34+BAwdCV1dXKBiRSqWQSqXIzs5GQECAmrMlIiIiIiIiIiIiIiIiIiIiqllvTJFICR0dHfTr1w+7d+9GbGws1qxZgw8++ADAvyuLEBERERERERERERERERFR7TFixAhIJBLhFRkZqe6UapXIyEjR+zdixAh1p6Txtm7dKnrPtm7dqu6UqsQbVyRSmoWFBZo1a4ZmzZpBX19f3ekQERERERERERERERERERERqc0bWSTy+PFjzJ8/Hy4uLujRowe2b9+O/Px8dadFREREREREREREREREVGO+/fZb0V/Bq/qqzpUGZFc14I4AREQ1440pEklLS8P69evh6uqKphRfqEoAACAASURBVE2bYunSpYiKioJUKhXalPzcrl07daVJRERERERERERERERERKRWwcHBogKdb7/9Vt0pEVEN0VF3Aq+jqKgIR48exbZt23DkyBFhtRCpVCr8QpNKpZBKpbC1tYWPjw/8/PzQvHlzNWdOREREREREREREREREREREVLNqZZHIP//8g23btiEwMBBJSUkA/l0lpGQpKqlUCgMDAwwYMAB+fn748MMPoaX1xiycQkRERERERERERERERKSSFStWoE2bNkq3t7Ozq8ZsiKgmOTs7i3bhoLdXrSkSiY2NxY4dO7Bjxw6EhoYCEBeGlF41pHPnzvDz88OQIUNgamqqzrSJiIiIiIiIiIiIiIiINEK7du3g7u6u7jSIiEiNNLpIJCcnB3v37sX27dtx+vRpFBcXKywMcXJywvDhw+Hr64vGjRurOXMiIiIiIiIiIiIiIiIiIiIizaLRRSL169dHVlYWAPGqISWFIcbGxvj000/h5+fHqkciIiIiIiIiIiIiIiIiIiKicmh0kUhmZiYkEgmAf4tDAMDDwwN+fn747LPPYGhoqM4UiYiIiIiIiIiIiIiIiKiWePjwIUJCQpCYmIj09HTUrVsXdnZ26Nq1K+rWrftaY+fm5iI0NBRhYWFITExEVlYWTExMUK9ePbRq1QotW7aElpbWa82Rk5ODkJAQhIaGIjU1FTk5OahTpw5MTU3h7OyMpk2bwtHR8bXmqGnx8fE4d+4coqOjkZOTAysrK7z33nto166d8Ky4qkilUty5cwdhYWFISEhAVlYWLC0t4eDggG7dusHY2LhK54uOjsalS5cQFRWFwsJC2NraomXLlmjXrl2VzgMAN27cwJMnTxAbG4vc3Fw4OTlh2LBhVT5PTXj27Blu3LiB+Ph4pKamwszMDDY2NujSpQtsbGxee/zs7GwEBwcjKioKKSkpMDMzQ7NmzdClSxcYGBhUwRVoNo0uEgH+XUHknXfega+vL4YPH44GDRqoOSsiIiIiIiIiIiI1KMgFMuPVnUWtkFdYjOSsfLnniuMUv4cJL55CqzCzutKiahSfm6D43ItwSAzU97la27tAR1dPbfMTEb3tMjMzsXLlSmzbtg0RERFy22hra6Nbt25YtGgRunXrpvTYL168QGBgII4cOYLLly8jLy9PYVsLCwuMHDkSM2bMgJ2dnUrX8OTJEyxatAh79+4VdmJQxM7ODl5eXhg7diw6deokOqeo6MLf3x/+/v4Kxzxz5kyV7+wQFhaG6dOn4+TJkygqKipz3snJCXPnzsXo0aNfu1gkMTER33//PQIDAxEbGyu3jZ6eHj766CN89913aN26tVLjuru74+zZs0Jc8mw7JCQEs2fPxsmTJ4VjpTVq1Ajz5s3DiBEjlJpn69atGDlypBBv2bIFI0aMQE5ODlasWIEtW7aUubfNzMxERSKRkZFwcXERYj8/P2zdulXUJy4uDg4ODsLn0aBBA0RGRqr8/p89e1Z0v3z88cc4fPhwuX3y8/Oxbt06bNy4EaGhoXLbSCQStGvXDvPnz0e/fv1UygkAUlNTMWfOHOzcuVPu98jExARfffUVFixYACMjI5XHry00ukjEzMwMQ4YMgZ+fH1xdXdWdDhERERERERERkXrkZwMHJgIPjwKFuerOplbQB6Do0Ut+pjYyUF/uOevdA6BnXPYhBWk+qY424Ggv91z93f1hV6i+zzVmxDXYOTdR2/xERG+zw4cPY9SoUUhIUFxMCABFRUUIDg5G9+7dMXbsWKxZswY6OuU/Sr1z5w7ee+89uUUA8qSmpuK///0vNm/ejICAAPTu3Vupfjt27MCYMWPKLUApLSYmBlu2bEF+fn6ZIhFNsXnzZkycOLHca4qKisLYsWNx/PhxBAQEvNZc06ZNQ0ZGRrnt8vPzcfDgQRw+fBgLFy7EggULKjVfQEAA/Pz8UFBQoLDN06dPMXLkSOzduxe7du2Cvr6+yvNERUXB29tbYUFFZdjY2MDLywtHjx4F8GpFj+DgYHh4eKg0zrZt20Sxn59fue2vXr2Kzz//XGERVwmpVIobN26gf//+6Nu3LwICApQu5rhx4wb69u2LuLg4hW0yMjKwfPlyHDp0CCdOnFBq3NpIo4tE4uLiKvWFICIiIiIiIiIieqMcmAjc36vuLIiIiOgNkJeXh/DwcCQnJ0NXVxf16tWDnZ0dDA0N1Z1aldu4cSMmTJhQZpUKQ0NDODk5wcTEBCkpKQgPD0dxcbGoX3x8PPbt21fuCgr5+fllCkT09PTg6OgIU1NT6OrqIjU1FRERESgsLBTapKeno0+fPjh16lSFD99PnjwJPz+/MvMYGhrC2dkZpqamyMvLQ2pqKp49eya6Dk31xx9/YMyYMWWuqWTLHKlUisjISKGoY+/evZgwYUKl5po/fz4WL15c5ripqSkcHR1hZGSEhIQEREZGCueKi4uxcOFCJCcn4+eff1ZpvjNnzsDX11f4vLW1teHi4gJzc3PExMQgJiZG1P7QoUP49NNPsX///gqLkkp7+fIlevXqhUePHgnHrK2tYW9vj7y8PERFRamUd2l+fn5CkQgAbN++XaUikezsbOzevVuILSwsyl3149ChQxgyZAhycnJEx/X09ODi4gIzMzO8fPkST548EX2PDh06BE9PT5w9e7bCLWLu3bsHLy8vpKSkyJ3D2NgYz58/F4rJwsLC4O3tja+++krp665NNLpIhAUiRERERERERET01ivIfbWCCBER0WsqLipGZqpyKxHQ6zG20IeWtpa60yhj4sSJCA8PR26ueGUyHR0dtGvXDr1798aECRNgZWWlpgyrTlBQEL766itR0UTfvn0xY8YMdOnSRfRAPiUlBb/99hsWL14sFCYcOHAAy5cvx9dff13hXG5ubhgwYAA+/PBDNGnSpMzD/tzcXPz9999YunQprl27BuBVIYKPjw8ePnwIY2NjhWNPnTpVVEzh4eGBhQsXomvXrtDW1ha1zcnJwe3bt3H06FH8+eefcsc7efIkgFfbocycOVM4Pnz4cPj6+irMo02bNgrPqSI8PBxjx44VXVOjRo3w3//+F97e3sJ7l5+fj8OHD2P69OmIiorC5s2b4ezsrNJcW7ZsERWISCQSDB8+HJMnT8b7778PLa1/v6MxMTH49ddfsWLFCmEFkNWrV6NLly4YPHiw0nOOHDkShYWF0NPTwzfffFPm+3Tnzh3MnTtXtPXKkSNHsHLlSqXutRJLly5FfPyrLRSHDBmCb775RrRFTkFBAU6dOqX0eKX169cP5ubmSEtLAwDs2bMHa9asUbqQbN++faJVW4YMGaLwuf/9+/fLFIh069YNX3/9NXr06CEq/sjIyEBgYCDmz58vXPu1a9cwbdo0rFu3TmE+BQUFGDZsmKhAxMTEBIsXL4afnx/MzMyE41evXsXs2bNx7tw53L17F8uXL1fqmmsbjS4SISIiIiIiIiIieutlxnOLGSIiqhKZqXnYMe+yutN4Kwxf7ApTyzrqTqMMRdtSFBYW4urVq7h69SqWLVuGmTNnYuHChWWKEGqLtLQ0+Pj4CAUiWlpa2LRpE7788ku57evWrYvZs2ejT58+cHd3R2JiIgBgwYIF8PPzg42Njdx+DRo0wL1799CiRYty8zEwMBC2xxg3bhx+++03AK8KE3bs2KFwtYLQ0FDRZ+bh4YFTp06JihtKq1OnDlxdXeHq6gp/f388efKkTJuePXsCQJlCloYNGwrnqtOkSZOQnZ0txO+//z7OnDkDU1NTUTs9PT0MHDgQHh4e6N69O+7duyda7aMi4eHhmDRpkhDXqVMHe/bsUbjFj52dHZYuXYqPPvoIH330kVC0MHnyZPTr16/ClSpKREVFQV9fH0ePHoWnp2eZ861bt8ahQ4cwffp0rFq1Sjju7++Pzz//HA0aNFBqnpIiiZ9++glTpkwpc15XV1fp7YxkGRgYYMiQIdiwYQOAV8UZe/fuhY+Pj1L9ld1qprCwEEOHDhUViPj7+2P+/PlyV/AxMTHBmDFj4O3tDQ8PDzx+/BgAsH79eowdOxZt27aVO8+qVatw9+5dIbawsMC5c+fQsmXLMm07duyI4OBg+Pn5YceOHSrdc7WJ5pUwEhEREREREREREREREZFa5OTk4LvvvkPPnj2RmZmp7nQqZf369YiLixPiJUuWKCwQKa158+bYunWrEOfn5+PXX39V2N7a2rrCApHStLS0sGbNGjRq1Eg4tmXLFoXtS28lAgDjxo1TWCAib653331X6dxqwoMHD3Ds2DEhNjQ0xL59+8oUiJRmYWGB/fv3q7wDxfLly0XFKL///rtSRRPdu3fHihUrhDghIQE7d+5Uae4lS5bILRApbeXKlXB1dRXinJwcrF+/XqV5hg4dKrdApCrIFnZs375dqX7R0dEICgoS4nfffRedOnWS23b37t24d++eEI8bNw4LFiwod4snALC3t8eePXtE34WVK1fKbVtUVITVq1eLjm3atElugUgJiUSCzZs3o3nz5uXmUZuxSISIiIiIiIiIiIiIiIjoDSWRSNC5c2csWbIEJ0+exIsXL5CdnY3c3FxER0fj0KFDGDduXJmVEoKDgzF06FAUFRWpKfPKKSoqwi+//CLEDRo0wIwZM5Tu7+3tLVqRYM+ePVWan56eHgYNGiTEt27dEq2kUJrscV1d3SrNpabJFsRMnDhRqZUzGjVqpHC1FXlSUlJERQ2urq4YOnSo0v3HjBkDa2trIVblHrC3t8d//vOfCttJJBIsW7ZMdGzLli2ibXgq8t133yndVlWurq6iIqOgoCBER0dX2G/nzp2iLZ4UrSICvFoFpYShoSG+//57pfNr1aoV+vfvL8QHDhyQ+7vqxIkTorw7dOiATz/9tMLxdXV1sXTpUqXzqW3Ust1Mr169RLFEIsHff/9dYbuqomg+IiIiIiIiIiKiWmXkccDUTt1ZaIyY9FwM3iB/G4U1w96Hlcmrv0AtjosHDo+T2y7hs/3QsqlfbTlS9YnPTQCuTpB/7rMDkBhYyz1XE6ztXdQ2NxG93Xr16oVhw4YpXFHCzs4OdnZ26NOnD+bNm4ehQ4fi4sWLwvkjR45g7dq1mDx5ck2l/NpCQkIQExMjxEOHDlW5uKJXr164desWgFerXyQlJcHS0rLKcnRx+fe/C4WFhbh37x46dOhQpp2dnfh/5/3xxx8YOHBgleVR04KDg0Wxr6+v0n1HjBghKiqoaJ7SBTbDhw9Xeh7gVYGAh4cH/vrrLwDApUuXUFxcrNQqLqrcb926dUPDhg0RHh4OAIiLi8PDhw/RtGnTCvt26NABjRs3VmqeyvL19cW8efMAAMXFxdi5cye+/vrrcvuULs7R0tJS+N4nJyfj2rVrQtynTx9YWFiolF+vXr2wb98+AEBmZiZu3bqF9u3bi9q8zj338ccfw8rKSth+6k2iliKRU6dOCcvESKVShUvGlG5XVcqbj4iIiIiIiIiIqFYxtQMsnNSdhcYokmbjhfSJ3HN17RvDrq4hACBfxxgZCsawdmgEPQf7asqQqpM00xi4Kv9cfYeGsDPm50pEb5/OnTsr3dbBwQGnTp2Cp6cnLl/+t+hy8eLFGDVqFAwNDasjxSp3/vx5USz70FgZsqtbhIWFoVu3buX2yc7OxsGDB3HmzBmEhITg2bNnyMjIQFZWVoWrQyQlJck93rFjR5iamuLly5cAgL1792Lw4MGYP38+WrVqpcIVqV9+fj5u374txPXq1St3yw9Zbdq0gbm5OdLS0ipsW9X3wMuXLxEdHQ1HR8cK+7m7u6s0j5ubm1AkAgDXrl1Tqkjkgw8+UGmeyvD19cWCBQuElUF27NhRbpHIjRs3EBoaKsQeHh4K37MLFy6IvhdV9T2VHad0IQqg2uejo6ODLl26YP/+/Srnpum43QwRERERERERERERERERwcDAANu3b4eOzr9/Z56QkIATJ06oMSvVhIWFieLBgwdDIpGo9Jo4caJojJSUFIXzFRQUYNmyZbCxscHnn3+OjRs34urVq4iNjUVmZqZS24coKnwwMDAo81B+165daN26NZo3b46pU6di3759iIuLq3AOdYuJiUF+fr4Qq1IgUkLZwhjZe+CDDz5Q+R748ccfRWOUdw+Upup1ybaPiIhQql/p1Wiqi6OjIzw8PIT4/v37uHnzpsL2pVcRAcrfakb2M5o9e7bKn9HHH38sGkPeZ1T6/dTW1laqAKe02laMpSy1rCQCQOn9lFTZd4mIiIiIiIiIiIiIiIjkM7bQx/DFrupO461gbKGv7hQqrXHjxujXrx/27t0rHDtx4gQGDBigxqyUl5ycXOVjpqenyz2ek5ODPn364PTp0681fl5ensJzc+bMQVRUFDZu3Cg6HhYWhrCwMPz8888AgCZNmsDLywvDhg1Dx44dXyuf6iBbCFOvXj2Vx1C2T03eA7JUvS7Z9sqslAIApqamKs1TWX5+fggKChLibdu2oV27dmXaFRQUICAgQIiNjY3L3Rqppj6j0u+nmZmZqABOGZW5T2sDtRSJFBQUVGk7IiIiIiIiIiIiIiIiKp+WthZMLeuoOw2qBXr06CEqEnn48KEas1GNsg/ZVVGy3YasCRMmlCkQsbKygru7O9q0aQNHR0eYmpqiTp060NbWFtqcOHGizEoVikgkEmzYsAEDBw7E4sWLceHCBbntHj58iIcPH2L16tXo0qULfvrpp0pt4VFdMjMzRXFlti8yMjJSql1N3gOyVL0u2WuSfZ8U0dXVVWmeyho4cCAmTJgg5BUYGIiVK1eWmf/o0aOibZM+++yzcj+vmvqMSr+f1XnP1TZqKRIp/UuwKtoRERERERERERERERERUdVwdHQUxYmJiWrKRHWyD4J/+OEHuSsfqKJFixZljt2+fRvbtm0TYl1dXSxfvhwTJkyAnp5eueM9ffpU5Ry8vLzg5eWFiIgInDhxAsHBwTh37hxiYmLKtL148SK6dOmCnTt3YtCgQSrPVR1kH7ZnZ2erPEZWVpZS7WTvgS1btsDBwUHl+Upr06aNUu2ys7NhYmKi9Liy12RsbKxSXtXNyMgIn332GbZu3Qrg1e+CY8eOoV+/fqJ2pb8LQPlbzQBlP6OpU6eW2T5GVQ0bNixzzMjICC9fvgRQvfdcbaO27WaIiIiIiIiIiIiIiIiISPPIrhJQm1b/t7S0FMUuLi7o2bNnlc/zv//9D1KpVIj9/f0xdepUpfqmpKRUel4XFxeMGzcO48aNAwCEh4cjKCgIe/fuxYkTJ4TVFPLz8+Hr64uOHTuiQYMGlZ6vqpibm4vi0qtOKEvZLUpk74HmzZvjgw8+UHm+ykhKSlKpSET2mmTfJ03g5+cnFIkArwpCSheJpKSk4MiRI0Ls5OQENze3cseU/YxsbW2r5Xtqbm4uFImkp6ejoKBApVVYqmNbHE2gpe4EiIiIiIiIiIiIiIiIiEhzxMXFiWIrKys1ZaI6FxcXUfzkyZNqmefKlSvCz1paWhg/frzSfe/fv19leTRs2BBjxozBsWPHEBISIlpNITc3F2vWrKmyuV6Hvb29aIWVe/fuqTzG3bt3lWpXU/eAPKpel+w1yeauCdzc3ODk5CTEhw8fRmpqqhAHBAQgPz9fiH19fSGRSMods6Y+o9Lfh6KiIjx48ECl/nfu3KnqlDSCRheJxMTECK/XrVAsKCgQjUdEREREREREREREREREZV24cEEUy24/o8k8PDxE8enTp6tlnvj4eOFnKysrWFhYKNWvuLgYZ8+erZacWrZsiY0bN4qOyX6WJbS0xI+JS6+KUh309PREW7akpKSoVFAREhKCtLQ0pdrW1D0gj6qf7blz50RxTa14ogqJRAJfX18hzs/PR2BgoBBv375d1L50W0Vq6jPq0KGDKFbl8yksLMTFixerOiWNoNFFIg4ODnB0dISjoyPOnz//WmOdO3dOGEsTllQiIiIiIiIiIiIiIiIi0jRpaWnYs2eP6FiPHj3UlI3qPvjgA1HBxunTpxEaGlrl85Quqii9ikJFDh48iBcvXlR5PiW6dOkiihVt62JkZCSKs7Ozqy2nEu7u7qJYtrigPKW3O6lIz549oaOjI8SBgYE1tm1IYGCg0osfnD9/HuHh4UJsY2ODJk2aVFdqr8XPz08Ub9u2DQDw4MEDXLt2TTjepUsXNG7cuMLx7O3t0bJlSyF++vQpjh07VkXZ/ut17rkjR45Ualuk2kCji0SAqq1ak0qlwouIiIiIiIiIiIiIiIiIxGbOnClasUFPTw+9e/dWY0aq0dXVxdSpU4VYKpVi3Lhxr71rgSwbGxvh59TUVKUKUTIzMzFjxowqzUOW7ENtRSuc1K1bVxRHRERUW04lRo4cKYrXrFmD58+fV9jv6dOnWLdundLz1K9fH8OHDxfirKwsTJw4UflEX0N0dDRWr15dYTupVIqvv/5adGzEiBEVbtOiLo0aNULXrl2F+OrVq3j06FGZogvZYpLyzJo1SxRPnToV6enpr5eoDC8vL9jb2wvx9evXyxTByVNQUIA5c+ZUaS6aROOLRDT1i0BERERERERERERERESkqX744QfcvHlT6faFhYWYMWMGNm/eLDo+fvx42NraVnV61WrKlCmoX7++EF+4cAGfffaZSg+gs7KysHr16jLvR4nOnTuL4tmzZ6O4uFjheNnZ2Rg4cKBo5YiK/Pzzz1izZo1Kq3z8+OOPorhdu3Zy2zk5OcHY2FiIg4KCkJqaqvQ8ldGsWTN4eXkJcXZ2Nj755BNkZGQo7JOamopPPvkEeXl5Ks01b948GBoaCvFff/2FcePGqbTqS0pKChYvXoxDhw6pNPfcuXNx5syZctvMmDEDly9fFmIDAwOMHz9epXlqmmwByNatW7Fz504hNjAwwODBg5Ue74svvkCLFi2E+NGjR+jduzdiYmKUHqOgoADbtm3DsmXL5J7X1tbGpEmTRMfGjBlT7lZHUqkUo0ePRlhYmNJ51DYaXyRCRERERERERERERERERKo5fvw42rdvjy5duuDnn3/GvXv3UFhYWKZdeno6AgIC0KFDB/z3v/8VnWvUqBEWLFhQUynj1KlTlXrJFsOYmZlh165d0NXVFY4dPHgQLVq0wMqVK/Hs2TO58z9//hy7d++Gj48P7OzsMGXKFIUrXfj4+EBL699HrUeOHEHfvn3LrCiSm5uL3bt3o02bNjh58iSAV8USyoiIiMCkSZNgZ2cHPz8/7Nu3D7GxsXLb3r59G0OHDhWtYqGlpYUvv/xSbnstLS3RNkJpaWno1KkTli1bhgMHDpR5j6uqgOTXX3+FgYGBEN+8eRNt27bFoUOHRPdnQUEB9u7di7Zt2+Lu3bsAAGdnZ6XnadiwYZkCn40bN6JVq1bYtGkT4uPjy/SRSqV4+vQpduzYgYEDB8LBwQHz589XaasaJycn5OXl4aOPPoK/vz8SExNF5+/evYt+/fph1apVouMLFiyAk5OT0vOow+DBg1GnTh0hXrVqlej7MWDAAJiZmSk9nra2Nvbs2SPqc/nyZbRs2RILFy7Eo0eP5PaLj4/H4cOHMW7cONjb22PEiBHlFnRMnz4dzZs3F+LU1FR07twZv/zyC16+fClqe+3aNXh4eAgrpKhyz9UmOhU3eTPk5uYKP5f+xUNERERERERERERERET0prp06RIuXboEANDX14eDgwPMzMygra2N5ORkREZGyl0Bw8bGBseOHUO9evVqLNcPP/ywUv3c3NwQHBwsOtatWzds374dI0eOFJ4TRkdHY+bMmZg5cyZsbW1hbW0NfX19pKenIyEhQaVCiKZNm2L8+PFYu3atcOzo0aM4evQoHB0dYWtri8zMTERGRopWAunevTuGDx+OMWPGKD1Xeno6tm/fLjy4trKygrW1NUxMTJCbm4vIyEjRFkElZs+erXAlEQCYNm0aDh48CKlUCuDVSg7/93//J7ftmTNn4O7urnTOijRu3Bjr16/HyJEjhXmfPn2Kfv36wczMDM7OzpBKpYiIiBCtMDJ69GgUFBQgMjJS6bmGDh2KmJgYzJo1S7jHHz16hLFjx2Ls2LFwdHSEpaUldHR0kJaWhri4uHJXNVHGli1b0KtXL+Tn5+Pbb7/F4sWL4eLiAjMzM8TGxiI6OrpMHy8vL8ycOfO15q0JpqamGDBgAAICAgCIn78Dqm01U6JJkybYt28fPv30U+H7l5qaikWLFmHRokWwtLSEjY0NjIyM8PLlSyQlJZUpvKmInp4eAgIC4O7uLsyRkZGB//znP5g1axZcXFxgZGSE58+fIyEhQejXunVrjB8/HhMmTFD5ujTdW1MkUnrpJlNTUzVmQkRERERERERERERERFTz8vLy8PTp0wrbeXt7Y8uWLbC2tq6BrKrP0KFD8c4772DYsGFlViWIjY1VuCpHCW1tbdjZ2Sk8v2rVKjx79gyHDx8WHX/+/LncFUg8PDywd+9e7N+/X4WrKCsxMbHcB+Xa2tqYO3cu/P39yx3Hzc0NP//8M2bMmIGCgoLXykkVfn5+yM/Px6RJk0Tbv6SnpyMkJKRM+08//RRr1qzB2LFjVZ5r+vTpaNGiBUaOHFnm81b0OZWmr6+v0vfAw8MDO3bsEK6xsLAQjx8/Vtje29sbu3fvFq16o8n8/PyEIpHSbG1tK13k5eHhgevXr+Pzzz/H9evXReeSkpKQlJRUbn+JRAJHR8dy27Ru3RrHjx9H3759RYUgeXl5ePDgQZn2zZo1w5EjR3Dq1CkVrqT2eCu2mykuLsaOHTsAvLpJ3nnnHTVnRERERERERERERERERFR95s6di/Hjx6NFixbQ1tausL2xsTEGDRqEs2fP4siRI7W+QKREu3btEBoaiu3bt6NTp04Vvhf6+vrw9PTEihUr8Pz583ILE/T09HDgwAGsWrUKNjY2Cts5Ozvj119/xalTp2Bubq507osWLUJgYCB8fHwqfAgOvPoMfXx82wwf7QAAIABJREFUcOvWrQoLREpMnjwZYWFhWLBgATw9PWFnZwdDQ0NIJBKl86yMMWPG4J9//kGvXr1E2/aU1qBBA2zcuBG7du2Cnp5epefy8vJCeHg4Vq9ejdatW1d4bcbGxvj444+xbt06xMbGwtvbW6X5hg4dimvXrpVbNNGwYUP8/vvvOHLkiGgLF03Xs2dPuYVTX3zxhVK/ZxRp1KgRrl27hoMHD8LT07PCz1tbWxuurq5YtGgRnjx5gu+++67COT744AOEhYVhzJgxMDQ0lNvGxMQEs2bNwvXr1+Hg4FCpa6kNJNKSdXzU5M8//1R4zsfHR/iS/t///R9atGih9LhSqRTZ2dmIiIjAgQMH8ODBA0ilUkgkEkyfPh0//vjja+dONeP+/fto2bKlEN+7d0+le4GIiIiIiIiINM/LpBzsmHdZ7rnhi11hall7/qG02qVGAT+3ln9uyh3AQrP3Lq9Jz1Oy0W35Gbnnzs/2gGPdV/8YnP8iGk979pTbrtGpU9BzsK+2HKn6RGdG46M9H8k9d/zT47A35uda3fhvuTVD3l+lv/POO9DReWsWj6dKyM7ORmhoKCIjIxEbG4vMzEwUFxfD3NwcFhYWaN68OVq1avVaD3lri/T0dFy5cgUxMTFISkpCQUEBTExMYG1tjaZNm6JJkyYwMDBQedzCwkJcv34dd+7cQXJyMrS1tWFjY4P33nsPbdq0qZLco6Oj8eDBA0RERCA1NRV5eXkwNDREvXr10KJFC7Rq1Qr6+vpVMldNio2Nxfnz5xEdHY2cnBxYWVnhvffeQ/v27aulWCUxMRFXr15FXFwckpOTUVxcDFNTU9jY2KBZs2Z45513lF7Zw93dHWfPnhVi2UfvL168wMWLF/Hs2TMUFhbC1tYWLVu2RPv27av0mt402dnZuHLlCp4/f47k5GTk5OTA2NgYlpaWaNKkCZo1awYjI6NKj5+VlYUzZ84gKioKqampMDMzQ7NmzdC1a9dKff9Vpe7/lqv9fzGULgSRp+SL9MMPP1R6jpLiEODVSiLDhw+v9FhEREREREREREREREREtYmhoSHat2/PB9MAzMzM4OXlVeXj6ujowNXVFa6urlU+dgl7e3vY2795RY+2trYYPHhwjc1nZWWFPn361MhcDg4OGDJkSI3M9SYxNDSEp6dntY1vZGRUY/eAJlJ7kUiJihY0qeyCJxKJBBKJROg/ffp0tG6t4C8viIiIiIiIiIiIiIiIiIiIiN5QGlEkUp073pSM3aJFC8yYMQMjRoyotrlqg9zcXFy6dAkPHjxAamoq9PT04ODggI4dO6Jhw4bqTo+IiIiIiIiIiIiIiIiIiIiqidqLRDZt2iT3uFQqxdixY4VtYqZNm4ZmzZopPa6WlhaMjIxQt25dtGjRAra2tlWSb036/PPPERgYKDrm5OSEyMhIlcdKTEyEv78/tm7diqysLLlt2rVrh/nz56N///6VSZeIiIiIiIiIiIiIiIiIiIg0mNqLREaNGqXw3NixY4Wfvb29q3XfIU1z6NChMgUilRUcHIxBgwYhKSmp3HY3b97EgAED4Ovri02bNkFPT69K5iciIiIiIiIiIiIiIiIiIiL1U3uRSEWqcysaTZWeno6vvvqqSsa6cOECvL29kZOTIzpubm4OFxcXpKam4vnz5ygqKhLObd++HZmZmdi9e7ewkgsRERERERERERERERERERHVblrqTqA8jx8/Fl6dO3dWdzo1ZtasWYiOjgYAGBkZVXqc1NRUDBkyRFQg4uTkhP379yMlJQX//PMPIiIiEBkZiXHjxon67t27F6tWrar03ERERERERERERERERERERKRZNLpIpFGjRsLLwMBA3enUiODgYPz2228AAC0tLSxcuLDSY/3444+IiYkRYhcXF1y6dAn9+/cXrRDi4OCA9evXY8mSJaL+ixYtQmpqaqXnJyIiIiIiIiIiIiIiIiIiIs2h0UUib5ucnByMHj1a2GJn8uTJ6NChQ6XGSkxMxC+//CI6tmnTJtjZ2SnsM2fOHHTv3l2I09PTsWLFikrNT0RERERERERERERERET0JgsODoZUKhVeRLUBi0Q0yPz58/H06VMAQIMGDbB48eJKjxUYGIjMzEwh7t69O3r06FFuH4lEUmblkt9//52/0IiIiIiIiIiIiIiIiIiIiN4ALBLRENevX8dPP/0kxGvWrIGxsXGlxztw4IAoHjVqlFL9PDw84OLiIsRxcXG4cuVKpfMgIiIiIiIiIiIiIiIiIiIizVCrikRevnyJ3377DV9++SXatm0LR0dHmJiYQE9PT6WXvr6+ui9FpKCgAKNGjUJRUREAYNCgQejTp0+lx8vMzMS5c+dEx3r16qVUX4lEgp49e4qOHT58uNK5EBERERERERERERERERERkWbQUXcCysjPz8fcuXOxYcMGZGVlCccruw2KRCKpqtSqxPfff4+7d+8CAMzNzbF69erXGu/+/fsoKCgQYhcXF9jY2Cjdv0uXLti0aZMQ3759+7XyISIiIiIiIiIiIiIiIiIiIvXT+CKR5ORk9OzZE3fu3BGKQiQSCaRSqajYQzaWVdmCkuoWGhqKJUuWCPGyZctUKuiQJywsTBQ3b95cpf6y7WXHIyIiIiIiIiIiIiIiIiIiotpHo4tEioqK8NlnnyEkJATAv8UhVlZWcHJywvXr14XjLVu2hIGBAVJSUhAVFSVs3VJSOOLk5AQHBwf1XIgCxcXFGDVqFPLz8wEA3bp1w5gxY1573IcPH4piR0dHlfrLto+KikJubi4MDAxeOzciIiIiIqI3QWFBEbLT89WdBlWx4vx8FKWkqjuNt0bWywKF5wri4pGfq1uD2Wi4l3FAprb8c7FxQJZG/xNfjSpOz4F1Vor8c7ExyM+uAwAojI+rybSIiIiIiIg0hkb/P8iAgACcPXtWKPRo0KABNmzYgF69egEAtLS0hHM//fQTPD09AQDZ2dk4e/Ys1qxZg6NHj0IikSApKQkLFy7EiBEj1HIt8qxevRpXrlwBAOjp6WHjxo1VshVOQkKCKFa1OKZ+/frQ0dFBYWEhgFfFLMnJybC3t3/t3IiIiIiIiGqzgvwinN4ehoiQJBQVFKs7HaI3VpTPF6iTK/9B/9urvvzDh0fUaBa1wTYFx7NPAk9rNBMiIiIiIiLNo9FFIitWrADwaqsYc3NzBAcHw8nJqcJ+hoaG6N27N3r37o2DBw/Cz88PL1++xKhRo5CVlYWJEydWd+oVioiIwLx584R4zpw5aNq0aZWMnZmZKYqNjIxU6i+RSFCnTh1kZGQoHLOyEhISkJiYqFKfJ0+eVMncREREREREr+v09jA8uZFQcUMiIiIiIiIiIiINpLFFIgkJCbhz546wssbXX3+tVIGIrH79+uHo0aPw9PREXl4epk2bhs6dO6Nt27ZVnbJKxo4di6ysLABA06ZN8c0331TZ2LIFHZXZJqa6ikTWrl0Lf3//KhmLiIiIiIioJhUWFCEiJEndaRAREREREREREVWalroTUKRkGxapVAoAGD58eLntS9rJ4+rqimnTpgEAioqKRCt4qMPmzZtx6tQpAK9W7di4cSP09PSqbPzc3FxRXJmx9fX1RXFOTs5r5URERERERFTbZafnc4sZohqgVZQPvfyX6k6D3lISfX3oWFmqOw0iIiIiIqJqo7FFInFxccLPNjY2sLOzK7e9bGGErAkTJgB4VUzy999/IylJPX/9FRsbi5kzZwrx6NGj0a1btyqdQ3blkPz8fJXHyMvLK3dMIiIiIiIiIqLqYJl8B9rFhepOg95SJj08oSXzx1NERERERERvEo3dbiYlJQXAq5U2bGxs5LbR09NDQUEBgIpXunBwcICzszMiIyMhlUpx+fJl9O3bt2qTVsLEiRORlpYG4FXxy/Lly6t8DmNjY1FcUQGNPLLvp+yYlTVhwgQMGjRIpT5PnjzBgAEDqmR+IiIiIiIiItJMWkX5sEy+g2YPdqo7FXoLSfT1YdLDE7ZLlqg7FSIiIiIiomqlsUUi2traws+yW5+UMDU1RVJSEiQSCWJiYioc09raGpGRkQCA8PDwKslTFbt27cK+ffuE+Oeff4a5uXmVzyNb0JGVlaVSf6lUWm1FItbW1rC2tq6SsYiIiIiIiDTFJzPfh7E5//K8NiqIi0eUzxdyz9n/9BN0LK1qOKO3Vx1jbejotAIg//N4q718AfzeW/65L48Bpg41m48Gi03PwaD1l+We2zXeFbZmdeSe07Gy5AoiRERERET0VtDYIpHSxRMvX8rfh9bS0lLYNubp06cVjlm6WELVwomqMGvWLOHnjz/+GIMHD66WeWSLMF68eKFS//j4eBQW/rusq5aWFiwtuRcrERERERGRIsbm+jC1lP/gkTRbfq4u6uSmyD1n0dgOeg72NZwRkRyphYBxkfxztjaABe/TElqG2Ugwqiv/nK0d9Ooa1nBGREREREREmkVL3Qko0rhxYwCvVrWIj4+X26Zly5bCz+fPny93vMzMTDx69AgSiQRA1a2MoYqSbWYA4MiRI5BIJBW+PDw8RGNERUWVaXP79m1RmyZNmojiZ8+eqZSnbHsnJycYGBioNAYRERERERERERERERERERFpFo0tEildAJKSkoKEhIQybdq3bw/gVSFJSEgIbt26pXC8devWoaCgAFKpFADg7OxctQlrkKZNm4ri0NBQlfqHhYWVOx4RERERERERERERERERERHVPhpbJGJlZYV3331XiC9dulSmTcl2LRKJBFKpFD4+PnK3Vtm3bx8WLFggrCKira2N7t27V1Pm6teiRQvo6uoKcWRkJGJjY5Xuf/HiRVH83nvvVVluREREREREREREREREREREpB466k6gPB9++CEePXoEADh69CgGDBggOu/s7Iw+ffrg8OHDkEgkCAsLQ7NmzeDt7Y0mTZogPz8fFy5cwOXLl4UVRCQSCYYMGQJzc/Mav54DBw6goKBApT4hISGYOXOmENevXx87d+4UtSnZmqeEiYkJunfvjqCgIOHYyZMn4evrW+F8UqkUp06dEh3r27evSjkTERERERERERERERERERGR5tHoIpHBgwdjzZo1kEql2LVrF1atWgUjIyNRm9WrV+PcuXPIyMiARCJBVlYWdu/eLWojlUqF1UasrKywbNmymrwMgZubm8p9dHTEH5GBgQF69uxZYb9+/fqJikQ2b96sVJHImTNnEBERIcT169dHx44dVciYiIiIiIiIiIiIiIiIiIiINJHGbjcDAN26dcOUKVMwbtw4DB06VFhVpDRnZ2ccP34c5ubmQjGIrJICETs7Oxw9ehR2dnY1kb5aDR06VFRQc+7cOZw+fbrcPlKpFP7+/qJjI0eOhJaWRt8mREREREREREREREREREREpASNf/q/atUqrFu3DuvWrUPbtm3ltunUqRMePnyISZMmwdraGlKpVPSqX78+Zs2ahZCQELz//vs1fAXqYW1tjUmTJomOjR49GjExMQr7fP/99zh37pwQm5mZYdasWdWWIxEREREREREREREREVFlbd26FRKJRHht3bpV3SkREWk8jS8SUZalpSVWr16N2NhYPH36FJcuXcLFixfx9OlTxMTEYNmyZahXr56606xRs2fPho2NjRBHRESgc+fOOHjwIKRSqXD8xYsXGD9+PObOnSvqP3fuXNStW7fG8iUiIiIiIiIiIiIiIiIiIqLq88YUiZTm4uKCTp06wdXVFS4uLupOR23q1q2Lv/76CwYGBsKxqKgo9O/fH3Xr1sX777+Phg0bwtnZGRs2bBD17d+/P2bOnFnTKRMREREREREREREREVEVkV1pw93dvdJjBQcHi8ZydnausjyJiKjmvJFFIvSv7t2748iRI2VWBElLS8OtW7cQERGBoqIi0blhw4bhr7/+gkQiqclUiYiIiIiIiIiIiIiIiIiIqBqxSOQt4OnpidDQUHz11VcwNDRU2K5t27bYs2cP/vjjD+jr69dghkRERERERERERERERERERFTddNSdAJXP3d0dUqn0tcepX78+1q5di5UrV+LSpUsICwtDWloa9PT0YG9vj44dO6Jx48ZVkDERERERERERERERERERERFpIhaJvGXq1KmDHj16oEePHupOhYiIiIiIiIiIiIiIiIiIiGqQWopE/vzzT3VMKzJs2DB1p0BERERERERERERERERERERUY9RSJOLj4wOJRKKOqQUsEiEiIiIiIiIiIiIiIiIiIqK3iVq3m5FKpTU6n0QigVQqVXuBChEREREREREREREREdHbKj09HefOncOTJ0+Qk5ODevXqoXHjxujatSv09fXVnZ5KQkJCcOPGDSQkJEBfXx82Njbo3LkznJ2dX3vs4uJiXLt2DY8fP0ZCQgKKiopgbW0NFxcXdO7cGbq6uq9/ARqooKAAly5dwr1795CWlgZTU1M4OjrCzc0NFhYW6k6PqNZTW5FITReIqGtOIiIiIiIiIiIiIiIioreJu7s7zp49K8Qlz+hiY2Mxd+5c/PHHH8jPzy/Tz8jICFOnTsWcOXNgZGRUbfk9ePAAvXv3RmRkpHDM29sb//vf/0TzBgcHw8PDQ4gXLlyIb7/9FgAQEBAAf39/PHz4UO4cHTt2xIoVK9C1a1eV80tISMCiRYsQGBiI5ORkuW1MTEzwySefYNGiRXBycip3vG3btmHEiBFCvH37dgwfPrzcPlOmTMHq1atFx549ewZHR8dy+7Vp0wZ37twBAFhbWyMuLq7MH/B/++238Pf3F+IzZ87A3d0deXl5WL58OX766SekpKSUGVtbWxufffYZli1bVuE1E5FiaikS2bRpkzqmJSIiIiIiIiIiIiIiIiI1OH/+PAYMGCD34X+JrKwsLFmyBCdOnMDx48dRt27dKs/j0qVL6Nu3ryiPUaNGYf369dDRqfjRaX5+Pr788kv88ccf5ba7evUq3N3d8dtvv4kKNCryv//9D6NHj0ZGRka57TIyMrB9+3b89ddfWLlyJSZOnKiwraenpyg+ffp0hUUiQUFBZY6dPn0afn5+CvskJibi7t27Quzh4aH0Dg/R0dHo06cPbt++rbBNUVER/vrrLwQFBeHEiRNo27atUmMTkZhaikRGjRqljmmJiIiIiIiIiIiIiIiIqIbdvHkTvXv3RlZWFgBAS0sLLi4uqFevHlJTU/HkyRPRjgDXr1/HiBEjcPDgwSrNY9++fRg2bBhyc3OFY/Pnz8eiRYuUHsPPzw+BgYFCbGFhAUdHR+jo6CA8PBxpaWnCuaKiIowePRotWrRAhw4dKhx706ZNGD9+PIqLi0XHjY2N4eTkBF1dXURGRormyMvLw6RJk5CcnIwFCxbIHdfR0RGNGzfGkydPALwq9ihPfHw87t+/X+Z4UFBQuUUiZ86cEX2OssUpiqSlpaFnz5548OCBcMze3h62trbIzc3F48ePkZeXJ5xLSkpCv379cP/+fZiamio1BxH9S23bzRAREREREREREREREVHNKS4qQkZykrrTeCuY1LOElra2utPQGIMHD0ZWVhbq1q2LefPmwdfXF/Xq1RPOx8TEYO7cudi6datw7NChQzh27Bh69+5dJTmsXbsWkydPFgowtLW1sXbtWowdO1bpMXbs2IHw8HAAwEcffYSFCxeiY8eOwmoZRUVFOHToECZOnIiYmBjh2KRJk3D16tVyx/7nn38wceJEUYFIgwYNsGLFCvTr1w/6+vrCeKdOncKMGTNEhRwLFy5Ehw4dFL5fPXr0EIpEnj17hidPnqBx48Zy2yoqIqmouER29ZEePXqU277EjBkzEB4eDh0dHYwfPx5Tp05Fo0aNhPNZWVlYv3495syZg4KCAgDAixcvsGTJEixbtkypOYjoXywSISIiIiIiIiIiIiIiegtkJCfht8lc7b0mjP5lM8ys66s7DY0RHh4OZ2dnnDp1SvTwv4SdnR22bNkCXV1dbNq0STi+cePGKikS+eabb/D9998LsaGhIQIDA9G3b1+VxikpEFG0+oi2tjYGDBiA5s2bo23btsjOzgYAXLt2DSEhIWjTpo3ccaVSKUaMGCEUQABAmzZtEBwcDHNz8zJzeHl5wd3dHd7e3qLCjVGjRuHp06eoU6dOmTk8PT2xYcMGIQ4KClKqSKRt27a4desWgFdbwjx8+BBNmjSpsF+DBg3kftbyhIeHQ19fH3v37oW3t3eZ80ZGRpgxYwZsbGzg4+MjHN+6dSsWL14MXV1dpeYhole01J0AEREREREREREREREREb25tLW1sWvXrgqLBpYtWwYDAwMhPnHiRJmtV1RRUFAAX19fUYGIpaUlTp8+rXKBSIn+/ftXuD3Nu+++i8mTJ4uOHTt2TGH7kydP4u7du0JsaGiIgwcPlikQKa2kqMLGxkY4Fhsbiz///FNuew8PD2HFE6Dsqh+llS72+PLLL+Hi4lJhv+fPnwsrlQDKbzVT4ocffpBbIFLaF198gY4dOwpxQkICbt68qdI8RMQiESIiIiIiIiIiIiIiIiKqRp9++inat29fYTsLCwv06tVLiLOzs/HgwYNKzZmRkYGPP/4YO3bsEI65uLjg4sWLokIDVS1dulSpdkOGDBHF//zzj8K2v/32myieNm0aGjRoUOEcZmZm+Pbbb0XHNm7cKLetlZUVWrZsKcTBwcGQSqVl2kVFRQkrpgCvtowpvW2Moi1nZItHVCkSsbe3x8SJE5Vqq8r7SkTysUiEiIiIiIiIiIiIiIiIiKqN7IP98rz33nui+Pnz5yrPFxcXBzc3N5w8eVI49v777+Py5ct49913VR6vRKtWrdC8eXOl2rZs2RI6OjpCXN51nDt3ThSPHDlS6Zw+//xz0fYyN2/eFLa5kVW62CMxMRF37twp06Z0sYetrS2aNWsm6nfmzBm5xSWyxSOl+1Rk4MCBSm8ZUxX3B9HbjkUiRERERERERERERERERFRtlFlFpIS1tbUoTk9PV2muhw8fwtXVFbdu3RKO9erVC2fPnkX9+vVVGkuWKtehq6sr2i5G0XVERkYiPj5eiJ2cnCrclqc0U1NTUV5FRUW4fv263Layq3vIWxWkdJFISfvS/VJSUnD79u0y/UqP1aRJE9jZ2Sl5BTV7fxCRhheJ6OnpVctLX19f3ZdGRERERERERERERERE9FaQfbBfHiMjI1Gck5OjdN8rV66gS5cuiIyMFI75+vri8OHDMDY2VnocRVS5DkB8LYquIyoqShS3bt1a5bzatGkjip89eya3nZubG7S1tYVYdosY4NVKISVKVgOxtrYWbVUj2+/hw4eIjo4WYlW2mikZX1mvc38Q0Ss6FTdRn8LCwmoZVyKRVMu4REREREREREREREREmsqkniVG/7JZ3Wm8FUzqWao7BY1iYGBQ6b7ytjZRZMOGDaL4q6++wtq1ays9t6zquI7U1FRRbGmp+r0j20d2zBKmpqZo164drl27BuDVNjeFhYXCtjhhYWGIjY0V2pfeMsbT0xP37t0D8KpIZObMmcI52RVJVC0Sqan7g4he0egiEeBVQYcqX25FBSD8BUFERERERERERERERG8zLW1tmFm/3nYbVLuUPPwvkZeXV+mxcnNzRbGurm6lx6ou+vr6omv8+++/ERUVBScnJzVmVb7MzExRLLtShjJk+2RkZChs26NHD6FIJCMjA9evX4erqysA8QohjRs3RoMGDUT9Vq9eDQA4f/48CgoKhHugdD+JRAIPDw+Vr4GIao5GF4l07txZ5VU/srOzkZiYiBcvXgD4t2jE3t4ezs7OVZ0iERERERERERERERERkUYyNzcXxbIFCaqQLTyQHVsTLF26FH/++Sdu3rwJAAgPD4ebmxtOnz6Nhg0bqjk7+WS3wcnKylJ5DNk+JiYmCtt6enri+++/F+KgoCChSKT0iiCyq4GUbFVTVFSErKwsXL16FV27doVUKkVwcLDQrk2bNqhXr57K10BENUeji0QuXLhQ6b7x8fEIDAzEihUrEB0djeTkZCxatAgjR46swgyJiIiIiIiIiIiIiIiINJNsIUd8fHylx0pISCh3bE1Qt25dBAUF4aOPPsKVK1cAAFFRUejevTtOnz6Nd999V80ZlmVhYSGKk5OTVR4jKSmp3DFL69Kli2jFlaCgIMybNw/FxcWiYo/SW80AgJmZmWirmqCgIHTt2hW3b98W5azqVjNEVPO01J1Adalfvz6mTJmCu3fvokePHsjNzcXo0aOxbt06dadGREREREREREREREREVO1cXFxEcWJiYpmCAmXdv39fFGvqCv5mZmY4ceIEunXrJhyLjo6Gm5sbQkND1ZiZfLJb4YSEhKg8hmyf8rbXqVOnDjp16iTEly9fRk5ODm7duoXU1FQAireMKV04UrLqSOnVRwAWiRDVBm9skUgJc3Nz7N+/H02aNIFUKsWUKVPwzz//qDstIiIiIiIiIiIiIiIiomplb28PBwcH0bGLFy9WaizZfiVblGgiExMTHD9+XFSwEBcXB3d3d9y5c0eNmZXl7OyM+vXrC3FUVBTCw8OV7p+RkYEbN24IsY6ODtq3b19un9LFHnl5ebh48aKo2KN169awsrIq06/0+3nlyhVkZ2eL+uno6KB79+5K505E6vHGF4kAgJGREb777jsAQFFREWbNmqXmjIiIiIiIiIiIiIiIiIiqn5ubmygODAxUeYzQ0NAyxRWaXgxgaGiIw4cPw8vLSziWmJgIDw8PjfuDctnPaOvWrUr3DQgIQE5OjhC3b98ehoaG5faRXe3j9OnTCAoKEmLZrWZKlGxVAwD5+fk4c+YMzp07J5zv0KEDTExMlM6diNTjrSgSAYC+ffvCwMAAUqkUwcHBePbsmbpTIiIiIiIiIiKi/2fvzqO7Ku/8gX/uNwkJCGGRgIRFKygiSh1cWhx3W+tSa51qe7R01FptRztWZ6rT/rRUXDp2lbYutbZal9EZrY7W6mhRcRmRpX+HAAAgAElEQVTHATcQKiAoCAiyE7aQ9f7+8PAdoyAkJLnfkNfrHI73uctz31/hKJB3ngcAgDZ13nnnNRnff//98dprrzVrju9973tNxkcffXQMGzZsh7O1ta5du8bDDz8cJ598cv7cqlWr4thjj43JkydnmKypb3zjG03Gv/jFL2LRokXbfG7t2rVx5ZVXNjn34Z/vLTnkkEOie/fu+fHjjz8e//3f/50fb23LmK5du8ahhx6aH1933XWxfv36bT4HFJZOUxIpLS2NPffcMz9u6VJaAAAAAAAA0FEceeSRcfDBB+fHDQ0Ncdppp233liY/+MEP4pFHHmly7rvf/W6rZmxLpaWl8cADD8SXvvSl/Lk1a9bEZz/72SbFiCx95jOfiVGjRuXHGzZsiFNOOSWqqqq2+kxtbW2cfvrpsWTJkvy5AQMGxJlnnrnN95WUlMRhhx2WH7/22muxYcOGiNj2ljEfLIJ8+N+fkgh0DJ2mJBIRTRpxCxcuzDAJAAAAAAAAtI8//OEPTbYgefvtt+Nv/uZv4qqrroq33nrrI/dXV1fH448/HkceeWRcc801Ta6dffbZceKJJ7Z55tZUUlIS//7v/x5nnHFG/ty6devi+OOPj0mTJmWY7H1JksTtt98eJSUl+XOvvvpqHHDAAfHAAw9EbW1t/nxjY2NMnDgxDjrooPjLX/7SZJ7bbrstysrKtuudW9tS5pBDDvnYLWO29lxZWVmTVUaAwtWpSiKLFy/OOgIAAAAAAAC0q3333TfuuOOOKC0tzZ9bu3Zt/PCHP4xhw4ZF//79Y9SoUfGpT30q9tprr+jdu3eccMIJ8dxzzzWZ54gjjogbb7yxveO3iuLi4rj77rvjrLPOyp/bsGFDnHTSSR8pW2Rh9OjRceONN0Yu939fvp0/f36cdtpp0bdv3xg1alT8zd/8TfTt2zeOO+64mD59epPnx48fH8cff/x2v29rq35srQSy2cEHH7zFEsmhhx663QUVIFudpiQybdq0WLRoUSRJEhERFRUVGScCAAAAAACA9nHaaafFM888E0OGDPnItWXLlsX06dNjypQpMXfu3KipqWlyPZfLxQUXXBBPPvlkkxVJOppcLhe33357nHfeeflz1dXV8YUvfCEeffTRDJO977zzzot77733IyWMdevWxfTp02Pq1KmxevXqJtdKS0vjhhtuiHHjxjXrXQcccED06dPnI+e3VRLZ2nY0tpqBjqM46wDtoaamJr797W9HRESappEkSRxwwAEZpwIAAACAtlPTUBMrqldkHaNdLd1YHUnJqq1cWxy5Ll3bORHtaemGpVlHACh4n/70p2POnDlx5513xm9+85t47bXXorGxcav377rrrnHyySfHZZddFiNGjGjHpG0nSZK45ZZb8uWKiPe/lvh3f/d38e///u9x6qmnZprvy1/+chx11FFx1VVXxb333hurVm359zY9evSIU089NcaPHx977LFHs9+Ty+XiqKOOigcffDB/rmvXrjFmzJhtPnvsscd+pFSjJAIdR5KmaZp1iLY0adKkuOyyy+LVV1+NiPdLIkOGDIn58+dnG4zt9te//jX222+//HjGjBkxcuTIDBMBAACd0doV1XHXFS9u8drXrhkT5X194bEjql30brz1mc9s8drQJ5+MLoMGtnMi2ILV70T8ctSWr33n9Yjeuzc5VV1fHeNeGBeTFk6KmoaaLT8HnczjX3o8Bnb33/S25u9y20d9fX3MmTOnybm99torios7xfcF08qqqqpi8uTJsXjx4li5cmXU1NREr169Ytddd41999039ttvv/wq/bS/hoaGmDJlSsyZMyeWLVsWjY2NUVFREXvuuWcceuihUVJSknVEoAWy/n95Qf+O4fzzz2/Rc9XV1bF06dKYNm1arFjxf98tsXkVkfHjx7dWRAAAAAAoKONeGBePz3886xgAQAfQs2fPOO6447KOwVYUFRXFmDFjtmt1D4DtVdAlkd/97nc71E7cvEjKB+c455xz4qyzztrhbAAAAABQaGoaamLSwklZxwAAAKBA5bIO0JY2l0PSNI3S0tK47rrr4tZbb804FQAAAAC0jRXVK2wxAx9SWlQafbv2zToGAAAUhIJeSSTi/1YDaYnevXvH6NGj48QTT4yxY8dGRUVFKyYDAAAAAKDQHT346CgtKs06BgAAFISCLonMmTOn2c8kSRJlZWVRXl4e3bt3b4NUAAAAAAAUutKi0jh68NFx1d9elXUUAAAoGAVdEhk6dGjWEQAAAABgp3DH8XdE/136Zx2jTS1ZUx2n3/LiFq/d/80xMaBX13ZORJb6du1rBREAAPiQgi6JAAAAAACto/8u/WNg94FZx2hTjbUbI63rs8Vr/btVxsDu3do5EQAAQGFREgEAAADYWdVtili/dLturalvjJUbats4EC1RtH5xbG39j8VVm6Ih3ZgfL91YvdV5lqypjsbajVu9vjN4b+2mrCMAAAAUNCURAAAAgJ1N7caIhy+MmP1YRP32fdG8NCIq2zYVbeDLt7wYi9K5+XFSsiq6D9vyvaff8uJWV9kAAACgc1ASAQAAANjZPHxhxF8fzDoFAAAAUGByWQcAAAAAoBXVbXp/BREAAACAD+lQK4nMnDkzHnvssXjttddiwYIFsXbt2qiuro40TZs1T5IkMXv27DZKCQAAAJCh9Uu3e4sZOrZNaUksT3tmHaNDKC3ORUWP0qxjAAAAZK5DlEQmT54cF198cUyZMqXJ+eaWQzZLkqQ1YgEAAABAZiY2Hhg10SXrGB3CZ/ftH2UlRVnHAAAAyFzBl0RuuummuOiiiyJN03wpZHPJoyVlj5YWSwAAAACgEGxKS2Ji44Fxad03s45S8EqLc/HZffvHT0/7ZNZRAAAACkJBl0QeffTR+Pa3vx0R7xdCkiTJl0WKioqivLw8unXrlnFKAAAAgA7inMcjyivzw8VVm+LLt7y4xVtvPHO07TkKVEO3ijiguCwmbuHa0o2L45yntvzc/d8cE/27VW754k6qokepFUQAAAA+oKBLIhdddFFERL4c0qdPn7j44ovjlFNOiREjRkRxcUHHBwAAACgs5ZURvXfPDxvSjbEonbvFW/sMHBaVfXxzTkeT69J1q9cG9OoaA7v7OQXo6La0yrpV1AGg42hsbPzIuZbsotJSBduyeOmll2LevHn5gsjIkSPjqaeein79+mUdDQAAAAAAIBO5XO4j5xoaGqKkpCSDNABAczU0NHzk3Jb+/95W2u9NzTRt2rSIeL/9miRJ3HbbbQoiAAAAAABAp5YkSRQVNd1Kq7q6OqM0AEBzbdiwocm4uLi4XVcSKdiSyPLly/PHAwcOjIMPPjjDNAAAAAAAAIVhl112aTJet25dRkkAgOb68P+3u3fv3q7vL9iSSLdu7++PmiRJVFZWZpwGAAAAAACgMPTo0aPJeOPGjVFbW5tRGgBge61fvz42bdrU5Fx5eXm7ZijYkshee+2VP66qqsowCQAAAAAAQOH48EoiaZrGwoULo76+PqNEAMC2rF+/PhYtWtTkXFFRUX4BjfZS3K5va4bDDjssSktLo6amJt5+++1Yu3ZtuzdoAAAAAAAACk1RUVH06NGjyXL1tbW18dZbb0V5eXmUl5dHSUlJ5HIF+73CALDTa2xsjIaGhtiwYUOsW7fuIyuIRET07NkzkiRp11wFWxIpLy+Pr371q3HbbbdFfX193HXXXXHhhRdmHQsAAAAAACBzAwYMiNra2qipqcmfa2xsjDVr1sSaNWsyTAYAbI/y8vLo169fu7+3oCuk1157bf5fyg9/+MOYO3duxokAAAAAAACyV1RUFIMHD47i4oL9fmAAYCvKy8ujsrKy3VcRiSjwkkj//v3joYceih49esSqVavi6KOPjmeffTbrWAAAAAAAAJkrKSmJIUOGxC677JJ1FABgOxQVFUWfPn0yK4hEFPB2M5t9+tOfjv/5n/+J0047LWbNmhXHHHNMHHXUUXHaaafF6NGjo6KiIsrKypo9b2VlZRukBQAAAAAAaD+lpaUxZMiQqKuri6qqqqiqqoq6urpI0zTraABARBQXF0f37t2jvLw8unXrllk5JJ8n07dvp3333TeefvrpOPbYY2PmzJnxzDPPxDPPPNPi+ZIkifr6+tYLCAAAAAAAkKGSkpLo27dv9O3bN9I0jTRNo7GxMetYANBpJUkSuVwu81LIh3WIksjPfvazuOqqq2LDhg2RJIn2KwAAAAAAwFYkSZL/whQAwAcVfElk7Nixce+99+aLIZt/Y6MoAgAAAAAAAACw/Qq6JPKLX/wi7rnnnoiIfDEkTdPYddddY+TIkbHrrrtGt27dMk4JAAAAAAAAAFD4CrYkUlNTE9dee22TcshRRx0V11xzTRx66KFZxwMAAAAAAAAA6FAKtiTyzDPPxOrVq/Pby3zxi1+M+++/3/55AAAAAAAAAAAtULCNi5kzZ0ZERJqmkSRJ/OpXv1IQAQAAAAAAAABooYJtXdTU1ERERJIkMWzYsBg4cGDGiQAAAAAAAAAAOq6CLYlUVlbmj3v16pVhEgAAAAAAAACAjq9gSyKf+MQn8sfLly/PMAkAAAAAAAAAQMdXsCWRQw89NCorKyNN05g/f34sWrQo60gAAAAAAAAAAB1WwZZEcrlcnHvuufnxL37xiwzTAAAAAAAAAAB0bMVZB/g43//+9+Phhx+O119/PW644YY48sgj45RTTsk6FgAAAAAAraC+tjY2rFmddYw212PXvpErKso6BgAAFHZJpKysLB5//PE48cQTY+rUqXH66afH97///bj00kuje/fuWccDAAAAAKAF6mo2xRM3/zLeenly1NfVZh2nzX3j17+Pnv36Zx0DAAAKuyRyzz33RETEBRdcED/60Y9i/vz5cc0118SECRPic5/7XBx44IFRUVERZWVlzZ77zDPPbO24AAAAAABshydu/mXMfvH5rGMAAECnU9AlkbFjx0aSJPlxkiSRpmmsW7cuHnjggXjggQdaPLeSCAAAAABA+6uvrY23Xp6cdQwAAOiUCrokslmapvmyyAdLI5uvba/NJZMPzwEAAAAAQPvYsGZ1p9hiBgAAClHBl0Q2l0CaUwbZ1lwAAAAAAAAAAJ1NQZdEbr311qwjAAAAAAAAAADsFAq6JHLuuedmHQEAAAAAgHbylfE/jh59+mYdo9X12HXn+0wAAHRMBV0SAQAAAACg8+jRp2/07Nc/6xgAALDTymUdAAAAAAAAAACAtqckAgAAAAAAAADQCSiJAAAAAAAAAAB0AkoiAAAAAAAAAACdQHHWAT7O4sWL22zuysrKNpsbAAAAAAAAAKDQFHRJZNCgQZEkSavPmyRJ1NfXt/q8AAAAAAAAAACFqqBLIpulaZp1BAAAAAAAAACADq1DlERa4sMrkCiaAAAAAAAAAACdWUGXRM4888xmbzezcePGWL58ebz22muxYcOGiHi/MLLnnnvGmDFj2iImAAAAAAAAAEDBK+iSyN13393iZxsbG+ORRx6J8ePHx9SpU2P+/Pnx1a9+NcaPH9+KCQEAAAAAAAAAOoZc1gHaSi6Xi1NOOSUmT54cY8eOjcbGxrjmmmvi8ssvzzoaAAAAAAAAAEC722lLIpuVlJTE7bffHgcffHCkaRrXXXddPPXUU1nHAgAAAAAAAABoVzt9SSQioqioKK6++ur8+Hvf+16GaQAAAAAAAAAA2l+nKIlERBx77LHRo0ePSNM0Xn311Zg9e3bWkQAAAAAAAAAA2k2nKYkUFRXF7rvvnh9Pnjw5wzQAAAAAAAAAAO2r05REIiLKysryx0uWLMkwCQAAAAAAAABA++pUJZEFCxbkj4uLizNMAgAAAAAAAADQvjpNSeT555+PZcuW5cf9+vXLMA0AAAAAAAAAQPvqFCWR1atXxwUXXBBJkuTPHXzwwRkmAgAAAAAAAABoXzt1SWTdunVx++23xwEHHBBvvPFGREQkSRIjRoyIffbZJ+N0AAAAAAAAAADtpzjrAB/nuOOOa9Fz1dXVsXTp0pg3b140NjZGmqaRJEn+n9ddd10rJwUAAAAAAAAAKGwFXRJ58sknm2wR0xxpmuaPNxdEIiLGjRsXn//851slHwAAAAAAAABAR1HQJZEdsblckqZppGkau+22W0yYMCG+/OUvZ5wMAAAAAAAAAKD9FXxJ5IMrgmyvkpKS6NGjR+y+++4xevToOPHEE+Pkk0+O4uKC/7gAAAAAAAAAAG2ioFsTdXV1zX4mSZLI5XJtkKZt1NbWxqxZs2L+/Pnx7rvvxrp166Kuri7Ky8tj1113jVGjRsWIESOiqKioVd5XX18fkydPjhkzZsTKlSujqKgoBgwYEAceeGCMHDmyVd4BAAAAAAAAABSegi6JtFYxotD88Y9/jCeffDJeeOGFmDVrVtTX13/s/T179owzzjgjvvOd78Q+++zToneuX78+rrvuurj55ptj1apVW7xn+PDh8S//8i9x9tln57frAQAAAAAAAAB2Dh1nyY2dyMUXXxy33HJLzJgxY5sFkYiIqqqq+M1vfhOjRo2KK6+8stlb8EyfPj1GjRoV11577VYLIhERs2fPjq9//etxwgknRFVVVbPeAQAAAAAAAAAUtoJeSaQzKSsriyFDhkTPnj2jsbExVqxYEQsWLGhSCKmrq4vx48fHwoUL4/e///12zTt79uw45phjYsWKFU3Od+/ePfbcc8+orq6O+fPnN9na54knnogTTjghnn766SgrK2udDwgAAAAAAAAAZMpKIhmprKyM8847L+66666YO3dubNiwIWbPnh1TpkyJl19+OebPnx8rV66M3/72tzFo0KAmz952221x++23b/Md9fX1cfrppzcpiPTp0yfuuOOOWLVqVUybNi3efPPNeO+99+Lyyy+PXO7/fjm8+OKLcdlll7XeBwYAAAAAAAAAMqUkkoHHHnssFi1aFL/97W9j7NixMXTo0CYFjc169+4d5513Xrz++usxevToJtcuv/zyaGxs/Nj33HbbbTF9+vQm8z3//PPx93//91FSUpI/36dPn7jmmmvirrvuavL8zTffHHPmzGnJRwQAAAAAAAAACkxBl0RmzJgRe++9d/7Hc88916J5nn322fwcw4cPz7z4MGrUqEiSZLvv7927d9x9991NnlmyZEm88MILW32mtrY2rrnmmibnfvazn8W+++671WfOPPPMGDt2bH5cX18fV1555XbnBAAAAAAAAAAKV0GXRG6++eaYO3duzJ07N4qLi+OII45o0TxHHHFE5HK5/Fy//e1vWzlp2xsxYkQceOCBTc7NnDlzq/c/8cQTsXDhwvx4jz32iHPOOWeb77nyyiublFHuv//+qKqqakFiAAAAAAAAAKCQFHRJ5KGHHoqIiCRJ4mtf+1qL50mSJP7+7/8+IiLSNI0HH3ywVfK1t6FDhzYZr1ixYqv3Pvzww03G55xzznatXjJ06NA48sgj8+O6urp47LHHmpkUAAAAAAAAACg0BVsSmTVrVixZsiQ//sIXvrBD851yyin54/nz58f8+fN3aL4sbNq0qcm4V69eW7330UcfbTI+7rjjtvs9n/3sZ5uM//znP2/3swAAAAAAAABAYSrYkshf//rX/HH37t1j5MiROzTfvvvuG927d8+Pp0+fvkPztbc0TeOll15qcu7D289stnTp0njvvffy49LS0hg9evR2v+tv//Zvm4ynTp3ajKQAAAAAAAAAQCEqzjrA1rz77rsR8f5WMYMHD97h+ZIkiSFDhsQbb7wRERELFizY4Tnb02233RaLFy/Oj/fZZ5845JBDtnjvzJkzm4yHDRsWXbp02e537bvvvk3Gc+fOjfr6+iguLthfLgAA0Grq6xpiY1Vtq87ZWFsbDatWt+qctL8Na+u2eq3uvaVRu6mkHdPQWuqXvrftmwAAAAB2EgX7Vf/169fnj3v06NEqc35wnnXr1rXKnO3hjjvuiAsuuCA/zuVyccMNN0SSJFu8f/bs2U3GzS3ZVFRURFlZWX57m9ra2pg3b17stddezUwOAAAdR11tQzx958yYN21FNNQ1Zh2HDuadsV+NrptWZR0DAAAAAD5WwZZEPrg1zJo1a1plzqqqqvxxc1bWaGtvvvlmk5VN6urqYvXq1TFjxox4+OGH86ufRLyf+7e//W0ce+yxW51v2bJlTcaDBg1qdqbKysp4++23m8zZGiWRZcuWxfLly5v1zNy5c3f4vQAAsC1P3zkz5r68bNs3AgAAAAB0UAVbEqmoqIiIiDRNY9GiRTu83UldXV2TIsbm+QvBTTfdFL/85S8/9p4kSeL444+Pf/3Xf41PfvKTH3vvB1dhiYjYZZddmp3pw898eM6Wuummm2L8+PGtMhcAALSW+rqGmDdtRdYxAAAAAADaVC7rAFszdOjQ/PHGjRvjueee26H5nnvuudi4cWN+vPvuu+/QfO3t9NNPj8svv3ybBZGIjxY6ysrKmv2+rl27fuycAACwM9lYVWuLGVos11AbXWrXZh2DVpaUlkZxRd+sYwAAAAC0qoItiRx00EHRs2fPSJIkIiKuu+66HZrvg89369YtxowZs0Pztbf77rsvDjvssDjiiCO2uf3Kpk2bmoxbsrVOaWlpk3F1dXWz5wAAAOgM+q58PYoa67OOQSvrcewxkfvQn40BAAAAOrqC3W4ml8vF8ccfH//xH/8RERFPPfVU/OpXv4qLLrqo2XP96le/iqeeeipfOPnc5z4XJSUlrZp3R0yYMCEmTJiQH1dXV8fKlStj2rRp8Z//+Z9xzz335Esazz//fBx88MExceLEOOigg7Y434dXDqmtrW12ppqamo+ds6UuuOCCOP3005v1zNy5c+OLX/xiq7wfAACgteQaaqPvytdjxKy7s45CK0pKS6PHscfEgGuvzToKAAAAQKsr2JJIRMQVV1wR9913X0REpGka//RP/xRr1qyJK664InK5bS+C0tjYGFdffXVcffXVkSRJpGkauVwurrjiiraOvkO6du0agwYNikGDBsVJJ50U3/ve9+L000+PqVOnRkTEmjVr4otf/GLMmDEjevXq9ZHnu3fv3mT84ZVFtseHVw758Jwt1a9fv+jXr1+rzAUAAO3h1O+Oju69mr+aQN17S+OdsV/d4rWBEyZEcd+KHY1Gxrp2L4ri4v0jYss/z3RMxRV9rSACAAAA7LQKuiQycuTI+MY3vhG33nprJEkSjY2NMX78+LjnnnviwgsvjBNOOCGGDRv2kefmzp0bjz32WNx0000xZ86cSNM0kiSJJEni7LPPjgMOOCCDT9Nyw4YNi4kTJ8bo0aNj4cKFERHx7rvvxk9/+tO4dgvf2fThQseGDRua/c4PP9NaJREAAOhouvcqjfK+XZv9XO2mkui6adUWr/UeVhldBg3c0WgAAAAAAM2y7eU4MnbDDTfEoYcemi96pGkab775Zlx88cUxfPjw6N27d+y9994xevTo2HvvvaN3794xfPjwuOSSS+LNN99s8txhhx0WN998c9YfqUX69u0b48ePb3LuD3/4wxbv/fBKHYsWLWr2+xYvXvyxcwIAAAAAAAAAHUvBl0RKSkri0Ucfjc9//vNNVgRJ0zTSNI2qqqqYO3duTJ06NebOnRtVVVX5ax+894tf/GI88sgjUVJSkvVHarFTTz01kiTJjxcvXhzvvPPOR+4bPnx4k/GCBQua9Z5ly5Y12aKmS5cuseeeezYzLQAAAAAAAABQSAq+JBIR0bNnz/jTn/4Uv/71r6OysjLSNI2IyJdAtvQjIiJN0xg0aFD85je/iQcffDDKy8uz/Bg7rFevXtGnT58m5957772P3LfPPvs0Gb/11ltRW1u73e+ZOXNmk/HQoUOjuLigdyYCAAAAAAAAALahQ5RENrvwwgvj7bffjn/7t3+Ls846Kz7xiU80WVVk8+ohQ4cOjXPOOSf+4z/+I95+++04//zzs47eZra0Mspuu+0Wu+22W35cU1MTr7zyynbP+cILLzQZH3DAAS0PCAAAAAAAAAAUhA63PERJSUmcccYZccYZZ0TE+6uFrFmzJtatWxc9evSIXr16NdmSZWeybt26WLVqVZNz/fv33+K9J510Uvz+97/PjydOnBhjxozZrvdMnDixyfjkk09uZlIAAAAAAAAAoNB0qJVEtiRJkujdu3cMGTIkevfuvdMWRCIiHn300fxWOxERFRUVMWDAgC3e+4UvfKHJ+Pbbb2/y7Na89dZb8eyzz+bHJSUlceKJJ7YwMQAAAAAAAABQKDp8SaSzqK6ujh/+8IdNzn3+85+PXG7LP4Wf+9znYtCgQfnx/Pnz4/bbb9/me6688somZZIvfelL0bNnzxamBgAAAAAAAAAKhZJIO7vsssvipZdeatYzq1atii984Qvx5ptv5s8VFRXFJZdcstVnSktL4/LLL29y7rvf/W688cYbW33mnnvuibvvvrvJO8aPH9+srAAAAAAAAABAYVISaWd/+ctf4pBDDolPfepT8Ytf/CKmTp0adXV1H7kvTdOYNWtWXH311TF8+PB48sknm1y/5JJLYv/99//Yd5177rkxcuTI/Hj16tVx+OGHx5133hn19fX586tWrYof/OAH8bWvfa3J89/85jdj7733bsnHBAAAAAAAAAAKTHEWL125cmXsuuuuWbx6q9o705QpU2LKlCkREdGlS5cYOHBg9OrVK7p06RLr1q2LhQsXxrp167b47FlnnRU//vGPt/mOkpKSuP/+++Owww6LVatWRcT7hZCzzjorLrzwwhg6dGhUV1fHvHnzPlJUOeSQQ+JnP/vZDn5KAAAAAAAAAKBQZFISGTp0aFx66aVxySWXRLdu3bKIkLdx48b4+c9/Hj//+c9jzZo1mWSora2NefPmbfO+8vLyuO666+Jb3/pWJEmyXXOPGDEinn766TjllFPinXfeyZ9fv359TJs2bYvPfPJpBE4AACAASURBVOYzn4n7778/unbtun0fAAAAKGib6hpi+bqarGOQlfpNUbRxedYpaEdF6xdH/61cW1y1KRrSjfnxe2s3tU8oAAAAoCBkUhJZu3ZtjBs3LiZMmBDf/va349vf/na7ryyycuXK+PWvfx033nhjfpWN9nDvvffGI488EhMnTowpU6bE2rVrP/b+JEli//33j6997Wtx1llnRUVFRbPf+clPfjKmT58e//qv/xq/+c1vYvXq1Vu8b6+99orLLrsszj333O0uoQAAAIWrurYhLv3jtJj4xtKoqW/MOg7trCxq4qclt8Rnc69EWfLRbU7pnL58y4uxKJ2bdQwAAAAgI5mURDZbuXJlXHXVVfGTn/wkTj/99PjGN74Rhx12WJu+8/nnn4/f/e538cc//jE2bXr/u2XSNG23UsSIESNixIgRcdlll0VjY2PMmTMn5s6dGwsWLIi1a9dGXV1d9OjRI3r27Bl77LFHjB49OsrLy3f4vT169Igf/ehHMX78+Jg8eXLMmDEjVq5cGUVFRTFgwIAYPXp07L///q3wCQEAgEJx6R+nxZ9fX5J1DDLy05Jb4uSi/806BgAAAAAFJJOSyKRJk+If//EfY8aMGZGmaVRXV8ddd90Vd911V+y+++5x6qmnximnnBJjxoyJkpKSHXpXXV1dvPjii/HQQw/Ff/7nf8aCBQsi4v1iyGb7779//OpXv9qh97RELpeL4cOHx/Dhw9vtnSUlJXHYYYe1eRkHAADI1qa6hpj4xtKsY5CR0qiNz+ZeyToGAAAAAAUmk5LIkUceGVOnTo1bbrklrr322li8eHFEvF/cmD9/fkyYMCEmTJgQZWVl8alPfSoOOuig2G+//WL48OExaNCg2G233aKoqKjJnA0NDbFkyZJYtGhRzJ49O6ZPnx6vvPJKTJkypcmKIR9UWVkZV1xxRZx//vmRy+Xa58MDAAC0g+Xramwx04lVJFW2mOEjNqUlsTztuV33lhbnoqJHaRsnAgAAANpbZtvN5HK5+Id/+If4+te/HjfddFNcf/31sWjRovz1zSuMPPvss/Hss89+5PnS0tLo2rVrpGkamzZtipqami2+Z3Mx5IPbyQwaNCj++Z//Ob71rW9Faam/8AAAAAB2fhMbD4ya6LJd93523/5RVlK07RsBAACADiXz5TNKS0vjkksuiXnz5sW9994bRxxxxBbvS9O0yY9NmzbF6tWrY82aNbFp06aPXN+SI444Iu69996YN29efOc731EQAQAAAHZ6m9KSeKTh03Fp3Te3eW9pcS4+P2pA/PS0T7ZDMgAAAKC9ZbaSyIcVFRXFV77ylfjKV74SCxcujHvvvTf+/Oc/x//+7/9GfX19k3s/uCrIB32wHJKmaRQXF8enP/3pOOmkk+KMM86IIUOGtOlnAAAA6Aju/9aY2K28LOsYtKGitQsj/rDla0tPeygaule2ax6y1dCtIg4oLouJ23FvRY9SK4gAAADATqxgSiIfNHjw4Ljsssvisssui3Xr1sWLL74Yr7zySrz++usxb968WLhwYVRVVUV1dXVERHTt2jV69eoVgwcPjj322CNGjRoVBx54YIwZMyZ69OiR8acBAAAoLLuVl8XgPt2yjkFbSrZeAuo/cM+I3ru3YxgAAAAACkVBlkQ+qEePHnHcccfFcccdl3UUAAAAAAAAAIAOK5d1AAAAAAAAAAAA2p6SCAAAAAAAAABAJ6AkAgAAAAAAAADQCSiJAAAAAAAAAAB0AkoiAAAAAAAAAACdgJIIAAAAAAAAAEAnoCQCAAAAAAAAANAJFGcdAAAAAGg7NUnEiqKi/zuxcWlEib8OgJ3V0g1Ls44AAABAAfO3QgAAALATqk6SGNe3T0zq1jVqch9YSPTJc7MLBQAAAECmlEQAAABgJzSub594vPsuWccAAAAAoIDktn0LAAAA0JHUNNTGpG5ds44BAAAAQIFREgEAAICdzIqa1U23mAE6vdKi0ujbtW/WMQAAAMiYvzECAAAAgJ3c0YOPjtKi0qxjAAAAkLHirAMAAAAAAG2jtKg0jh58dFz1t1dlHQUAAIACoCQCAAAAncgdf/vj6L/bJ7OOAbSTvl37WkEEAACAPCURAAAA6ET6d+0bA7sPzDoGAAAAABko6JLI4sWL88cVFRVRUlLS4rnq6upi+fLl+XFlZeUOZQMAAAAAAAAA6EhyWQf4OIMGDYrBgwfH4MGD4/nnn9+huZ577rn8XEOGDGmlhAAAAAAAAAAAHUNBryQSEZGmaSRJ0mpzAQAAAAAAAAB0RgW9kkhEtFpBBAAAAAAAAACgMyv4kggAAAAAAAAAADuu05RENm3alD8uKyvLMAkAAAAAAAAAQPvrNCWRt99+O39cXl6eYRIAAAAAAAAAgPbXKUoijY2Ncdddd0VERJIksddee2WcCAAAAAAAAACgfRVnHeCee+7ZrvueeuqpeO+997Z73jRNY+PGjTFv3rx4+OGHY9asWflrn/rUp5qdEwAAAAAAAACgI8u8JDJ27NhIkmSr19M0jYiI6667rsXvSNM0/44kSeJrX/tai+cCAAAAAAAAAOiIMi+JbLa5DNLS61uTJEkkSZJ//p/+6Z9i1KhRLZoLAAAAAAAAAKCjKoiSSEsLIM2Ze+TIkfHP//zPcfbZZ7fZuwAAAAAAAAAAClXmJZFbb711i+fTNI3zzz8/v03MJZdcEiNGjNjueXO5XOyyyy7Rp0+fGDlyZAwYMKBV8gIAAAAAAAAAdESZl0TOPffcrV47//zz88cnnnhiHHPMMe0RCQAAAAAAAABgp5N5SWRb2nIrGgAAAAAAAACAzqKgSyJz5szJHw8cODDDJAAAAAAAAAAAHVtBl0SGDh2adQQAAAAAAAAAgJ1CLusAAAAAAAAAAAC0PSURAAAAAAAAAIBOoKC3m9mampqaWLx4cVRVVUV1dXWkadrsOQ499NA2SAYAAAAAAAAAUJg6TEnkzTffjN///vfxX//1XzFr1qxoaGho8VxJkkR9fX0rpgMAAAAAAAAAKGwFXxKpq6uL73//+/HLX/4yGhsbW7RqCAAAAAAAAABAZ1fQJZGGhob48pe/HH/605/y5ZAkSSIilEUAAAAAAAAAAJqhoEsiN9xwQzz88MORJEkkSRJpmkaaprHvvvvGAQccEP369Ytddtkl65gAAAAAAAAAAAWvYEsijY2Nce211+bLIRERn/nMZ+L666+PkSNHZpwOAAAAAAAAAKBjKdiSyOTJk2PFihX5VUROOOGE+NOf/hS5XC7raAAAAAAAAAAAHU7BNi7eeOONiIj8KiITJkxQEAEAAAAAAAAAaKGCbV0sX748f7zHHnvEsGHDMkwDAAAAAAAAANCxFWxJpKSkJCIikiSJfv36ZZwGAAAAAAAAAKBjK9iSyB577JE/XrNmTXZBAAAAAAAAAAB2AgVbEjn88MMjl8tFmqYxf/782LhxY9aRAAAAAAAAAAA6rIItifTr1y8+//nPR0REbW1tPPjggxknAgAAAAAAAADouAq2JBIR8ZOf/CTKysoiIuKKK66IVatWZZwIAAAAAAAAAKBjKuiSyN577x2333575HK5WLhwYZx44omxZMmSrGMBAAAAAAAAAHQ4BV0SiYj4yle+Eg888ED07NkzXnrppdhvv/1i3LhxMWPGjKyjAQAAAAAAAAB0GMVZB/g4e++9d/44l8tFmqaxevXquPbaa+Paa6+NsrKy2HXXXfNb0myvJEli9uzZrR0XAAAAAAAAAKBgFXRJZO7cuZEkSaRpGkmSRJIkERGRpmlERFRXV8eiRYuaPe/meQAAAAAAAAAAOouCLols9uFSx46UPDYXTAAAAAAAAAAAOpOCLolUVlZa9QMAAAAAAAAAoBUUdEmkJVvJAAAAAAAAAADwUbmsAwAAAAAAAAAA0PaURAAAAAAAAAAAOgElEQAAAAAAAACATkBJBAAAAAAAAACgEyjOOsCOqq6ujqqqqmhsbIyKioooKSnJOhIAAAAAAAAAQMHpcCWR5557Lh544IF4/vnnY9asWVFTU5O/NnHixDjmmGM+8szUqVNj48aNERHRq1ev2HfffdstLwAAAAAAAABAIegwJZGXXnopLrjggnj11Vfz59I0zR8nSbLVZ+++++64/vrrIyKiZ8+esWTJkigtLW27sAAAAAAAAAAABSaXdYDtccMNN8Rhhx0Wr776ar4YsvmfH1cO2ew73/lOFBUVRZqmUVVVFQ8++GCb5gUAAAAAAAAAKDQFXxK544474qKLLoq6urr8uVwuFwceeGCceuqpTVYT2ZrBgwfH0UcfnR8//PDDbZIVAAAAAAAAAKBQFXRJZMGCBfGtb30rkiTJrxhyySWXxJIlS+Kll16KBx54ICK2bzWRL33pSxHx/gokTz31VNuFBgAAAAAAAAAoQMVZB/g448aNi5qamoh4vwhy1113xZlnntmiuQ4//PD88apVq+Ltt9+OPffcs1VyAgAAAAAAAAAUuoJdSaS2tjYeeOCB/Coi5513XosLIhERw4cPj65du+bHM2fObI2YAAAAAAAAAAAdQsGWRP7nf/4nNmzYEGmaRkTEpZdeukPz5XK5qKyszI8XLVq0Q/MBAAAAAAAAAHQkBVsSmTdvXv544MCBMXTo0B2es1evXvnjtWvX7vB8AAAAAAAAAAAdRcGWRJYvXx4REUmSxIABA1p9/sbGxlafEwAAAAAAAACgUBVsSaRLly7549ra2laZc9WqVfnjXXfdtVXmBAAAAAAAAADoCAq2JNKvX7+IiEjTNN59990dnq+qqireeeedSJIkIiIqKip2eE4AAAAAAAAAgI6iYEsiQ4cOzR+vXLkyZs+evUPzPfHEE9HY2BhpmkZExMEHH7xD8wEAAAAAAAAAdCQFWxI5+OCDo3fv3vmVP2699dYdmu/nP/95/nivvfaKysrKHZoPAAAAAAAAAKAjKdiSSC6Xi1NOOSXSNI00TePGG2+M119/vUVz/ehHP4qXXnopIiKSJImxY8e2ZlQAAAAAAAAAgIJXsCWRiIhx48ZFly5dIkmSqKmpic997nPx8ssvb/fzjY2N8YMf/CB+8IMf5Fck6dmzZ1x00UVtFRkAAAAAAAAAoCAVdElkjz32iP/3//5fpGkaSZLE0qVLY8yYMXHOOefE008/HVVVVRERkaZp/p9r1qyJl19+OX7yk5/EsGHD4kc/+lF+NZIkSeL666+P8vLyLD8WAAAAAAAAAEC7K846wLaMGzcu5syZE//2b/8WSZJEQ0ND3HnnnXHnnXc2uS9N0zjuuOM+ci7i/S1m0jSNf/zHf4yzzjqr3bIDAAAAAAAAABSKgl5JZLM77rgjvv/970eSJPltYz64OsjmH5vPffBaxPslkauvvjomTJiQ5ccAAAAAAAAAAMhMhyiJ5HK5uPbaa2PSpElx9NFH51cI+bAPlkgi3i+SHH744TFp0qS4/PLL2ysuAAAAAAAAAEDBKfjtZj7o8MMPjyeffDJmzJgR//Vf/xXPP/98zJw5M1auXBlVVVXRtWvX6Nu3b3ziE5+Io48+Oo4//vg45JBDso4NAAAAAAAAAJC5DlUS2Wy//faL/fbbLy699NKsowAAAAAAAAAAdAgdsiQCAACbbapriOXralp30vpNUbRxeevOSUHbsKZ+q9eWLno71q9v/h+dGt9butVryxa9Fbn69c2eszlWrauJQcmWfx0XrV0YkZS16fvJ2Lqt//oDAAAAoPNSEgEAoEOqrm2IS/84LSa+sTRq6htbZc6yqImfltwSn829EmVJXavMScewtr4iIn67xWv9/3hKlBc3vzRUu74o1kX/LV7r98cvRpfuDc2eszkqI+K/S7dy8Q9t+moKQXFRxOCBWacAAAAAoMAoiQAA0CFd+sdp8efXl7TqnD8tuSVOLvrfVp0TAAAAAAAKRcGXRBYvXpw/7tmzZ+yyyy7NnmPDhg1RVVWVH1dWVrZKNgAAsrGpriEmvtG6WymURm18NvdKq84JAAAAAACFJJd1gI/zxBNPxODBg/M/Zs2a1aJ5Zs6c2WSe5557rpWTAgDQnpavq2m1LWY2q0iqbDEDdA7d+madAAAAAICMFHRJ5NZbb400TSNN0zjqqKPiwAMPbNE8Bx10UBx++OH5uX73u9+1clIAAADoIEpKs04AAAAAQEYKtiRSV1cXf/nLXyJJkkiSJM4444wdmm/s2LH548ceeyzSNN3RiAAAAAAAAAAAHUZx1gG2Ztq0abF+/fqIiEiSJI4//vgdmu+Dz69evTr++te/xn777bdDcwIAUHju/9aY2K28rNnPFa1dGPGHLV9betpD0dC9cseCUdA2rKmP+M3SLV5betrDsb5X8//o1Pje0og/f3OL15ad9lDkduvf7Dl3xK67dInS4oL9PgFa28alEU+em3UKAAAAAApMwZZEZs2alT/u27dvDBo0aIfmGzRoUFRUVMTy5csjIuKNN94oiJJImqYxf/78mD59eixatCjWrFkTpaWl0bt379hrr73i4IMPjrKy5n+R4+OsW7cuXnjhhXjzzTdj7dq10bVr19h9993j0EMPjcpKX/wAADq23crLYnCfbs1/MNn677n6D9wzovfuO5CKQrd2RXVEbLkk0n/QnlHet2uz56wt7h7rtnKt36Ch0WXQwGbPCdutpGD/uA8AAABAhgr2b402lzmSJIkBAwa0ypwDBgzIz/vee++1ypwtsXr16njooYfi8ccfj6effjpWrFix1XtLSkripJNOiosvvjiOPPLIHXrvvHnzYty4cXHfffdFbW3tR64nSRJHHnlkjB8/Po444ogdehcAAAAAAAAAUFgKdq3h6urq/HFrraTxwXk2bNjQKnM214UXXhi77bZbfP3rX4/77rvvYwsiERF1dXXx0EMPxVFHHRVnnXVWrF27tkXvve+++2K//faLu+++e4sFkYj3VzV55pln4qijjorvfe97kaZpi94FAAAAAAAAABSegl1JpHfv3vnjbRUpttcH5+nevXurzNlckydP3mJJo6ioKAYMGBD9+/ePurq6eOedd6KqqqrJPXfeeWfMmjUrnnrqqWblv//+++OMM86IxsbGJucrKipi8ODBsWzZsnj33XfzpZA0TePHP/5x1NTUxPXXX9+CTwkAAAAAAAAAFJqCXUmkoqIiIt4vLCxYsKDFK2hsVlVVFe+8804kSdJk/iz16tUrLrjggnj00Udj9erVsXDhwnj55Zdj2rRpsXLlypg0aVIcfvjhTZ6ZMmVKnH322dv9jrfeeivOOeecJgWRT37yk/H000/HsmXL4pVXXomFCxfGzJkz4+/+7u+aPDthwoR48MEHd+gzAgAAAAAAAACFoWBLIvvvv39ERCRJEg0NDfHnP/95h+Z75JFHoqGhIb9axj777LPDGVtqjz32iN/97nexePHiuPHGG+PEE0+MHj16NLmnqKgojjrqqJg0aVKcf/75Ta79f/buPcrqst4f+GfPjRkZEHAYjOHSqB2Q0/llal6wWCHaKU8IukQ86k882Vp1PLVsHW+pZaG5Ms1L5g+z1LSTmkqGJy1TFI4GpaSpGRwKFZCLMCO3GZgZGGb//mixc48zMJvZM3vP7NdrLVb7eb7P8/l+Jm1BzHue5+c//3ksWLCgS+/6+te/nna1zsc+9rF47rnnYvLkyWnrxo0bF3Pnzn3fuy677LJobW3N5MsDAAAAAAAAAPJQ3oZExo0bF6NGjYqIv50mMnv27P0OK+zatSuuvfba1Cki1dXVccQRR2St10zMnj07li9fHhdccEFUVFTsc31xcXHMmTMnjj766LT5u+66a597//znP8dDDz2UGpeVlcV9990XgwcP7nB9IpGI733ve/GhD30oNffGG2/Ej3/8432+CwAAAAAAAADIb3kbEomImDlzZiSTyUgkErFixYqYNWvWftWZNWtW/PWvf03VOvPMM7Pcadf9y7/8S5SVlWW0p7i4OC677LK0ud/85jf73HfPPfekXTNz1llnxeGHH77XPeXl5fHVr341ba4rgRQAAAAAAAAAIL/ldUjk8ssvj4EDB0bE304T+dnPfhYnnXRSrFq1qkv7V65cGVOmTImHHnoodYpIRUVFXHnllT3Wc0/5xCc+kTZ+9913Y8eOHXvd89///d9p4wsuuKBL75o5c2bqv/eIiCVLlsS6deu62CkAAAAAAAAAkI/yOiRSVVUV3/nOd1IngCSTyXj22WfjQx/6UJx++ulx1113xSuvvBLr1q2Lbdu2xbp16+KVV16Ju+66K04//fT4h3/4h1i4cGEkk8lUjeuvvz5GjBiR6y8tY0OHDn3f3NatWztdv3z58lixYkVqPHDgwJg4cWKX3tV+bTKZjCeeeCKDbgEAAAAAAACAfFOS6wb25cILL4ylS5fGnDlzUqeBtLa2xmOPPRaPPfbYXvfuCYbsCZh8+ctfji996Uu90XbWrV279n1zBx10UKfrX3nllbTxMcccEyUlXf/HfcIJJ8TTTz/daT0AAAAAAAAAoG/J+5BIRMTtt98etbW1ccUVV0Rra2sqLJJMJjvd895wSGlpadxwww1x0UUX9VbLWff888+njceOHRtlZWWdrl+2bFnaeMKECRm9r/369vUAgMy1tbREa119l9a2trZFU+PuHu6o72psaI7axo5PVWtcvjreHVS+H0XXR2w7uONny9dFVHb+Z0/6vu3bdnX6bNc7G2Jnc2nGNVs3vNOdlgAAAAAAsq5PhEQiIi6++OI46aST4rrrrotHH3002traUs/2hEYi/h4cSSaTUVxcHDNmzIgrr7wyPvzhD/d6z9l0zz33pI1POeWUva5fvnx52nj06NEZva/9+vb1AICua2tqivVXXRUNzzwbyZaWva7dXVQay8afG/UH/Z9oK+48EErEGdFxoOPZ+9Z1o+odHU/f2xQRb3ajLn3ZqnPPiYrmTbluAwAAAACg2/pMSCQi4iMf+Ug8/PDDsXbt2pg/f348//zz8cYbb8SmTZuioaEhBg0aFMOGDYsPfehD8YlPfCJOOumk+MAHPpDrtrvtV7/6VTz33HNpc+eff/5e92zcuDFtPGrUqIzeWVNTkzauq6vLaH9nNm7cmHGtFStWZOXdAJAr66+6Krb96tddWrts/LmxsfroHu4IAAAAAAAoRH0qJLJHTU1NzJo1K2bNmpXrVnrcpk2b4gtf+ELa3PTp0+OYY47Z677Gxsa08cCBAzN6b/v1u3btipaWlhgwYEBGddqbM2dOzJ49u1s1AKAvaWtpiYZnnu3S2t1FJVF/0P/p4Y4AAAAAAIBCVZTrBuhcW1tbnHvuubFmzZrU3IEHHhi33XbbPve2D4mUl5dn9O6Kiop91gQA9q21rn6fV8zssbNssCtmIM8U7d4ZZTu3ZbVmYsCAKBleldWaAAAAAABdkbchkV//+tdxzDHHpH4tWLAg1y31uksvvTR+/ev0o+nvvPPOGD169D73Njc3p43LyjL7hlNHJ4Y0NTVlVAMAAPq6qndfi+K21qzWHDTlxCjq5gl9AAAAAAD7I2+vm3n99dfjD3/4Q0T87VSL448/Pscd9a7bbrstbr755rS5yy67LGbOnNml/e1PDtm5c2dG72/p4CeeMz2NpCMXXnhhzJgxI6M9K1asiOnTp3f73QAA0FVFu3dG1buvxeH/+9Os1UwMGBCDppwYH7juuqzVBAAAAADIRN6GRBKJROo/x4wZk5WAQl/xwAMPxFe+8pW0ufPPPz+uv/76LteorKxMG7c/WWRfOjo1pH3N/VFdXR3V1dXdrgMA/cHY+38aJSMOTo0btuyK393+Zodrp543OgYOLu2t1vLexobmuPD+lzt8NuecI6N60H782bFxfcTD53f87Mx7Iyo/kHlN+qyKyuIoKfmniDgnazVLhlc5QQQAAAAAyKm8DYmMHDky9XnQoEE57KR3Pf744zFr1qxIJpOpudNPPz3uuuuuVHCmK9oHOrZv355RH+3Xl5SUFFRQBwB6Q8mIg6NsVE1qXFreFBEdh0SG/MOoGFxV0Uud5b8dm3bEW5VvdPisctyYOGjYAZkX3ZyIGPxOx8/GjYwYOjbzmgAAAAAAkEeKct1AZ8aO/ftfwr/zTid/Wd/PLFiwIGbMmBGtrX+/8/zkk0+OBx98MIqLizOq1f60jjVr1mS0f+3atWnj4cOHZ7QfAAAAAAAAAMgveRsSOf7446O6ujqSyWSsXbs23nrrrVy31KNeeOGFOPXUU9OuhZk4cWL84he/iLKysozrjRs3Lm28evXqjPa3Xz9+/PiMewAAAAAAAAAA8kfehkSKiorinHP+fv/39773vRx207Nee+21+MxnPhONjY2puY9+9KPxq1/9KgYOHLhfNduHOpYuXZrR/mXLlu21HgAAAAAAAADQt+RtSCQi4qqrroqDDz44kslkzJkzJ375y1/muqWsW758eZx88smxefPm1Nzhhx8ev/nNb+LAAw/c77pHHHFE2njJkiVp19jsy6JFi/ZaDwAAAAAAAADoW/I6JDJs2LB4/PHHo6qqKlpbW2PGjBnxzW9+M3bs2JHr1rJi1apVcdJJJ8XGjRtTc7W1tfH000/H8OHDu1V7/Pjxceihh6bG27dvj8WLF3dp7/bt2+N3v/tdapxIJOKzn/1st/oBAAAAAAAAAHKrJNcN7M2eUMOtt94aF198cWzYsCGuvfbauOWWW2Lq1KlxzDHHRG1tbQwePDhKS0szqj1x4sSeaLnL1q9fH1OmTIk1a9ak5mpqauKZZ56JmpqarLzj1FNPjVtuuSU1vvvuu2PSpEn73PfQQw+lXX1z9NFHx8iRI7PSEwAAAAAAAACQG3kdEvn4xz8eiUQiNU4kEpFMJqOhoSEefPDBePDBB/erbiKRyOjqlWzbtGlTnHzyyfHGG2+k5oYPHx5PP/101NbWZu09n/vc5+LWW2+NZDIZERE/VbEdMwAAIABJREFU+9nP4qtf/Wocfvjhne5pbm6O66+/Pm3uggsuyFpPAAAAAAAAAEBu5PV1M3vsCTlE/C3gsSc4kkwm9/tXrjQ0NMSnP/3p+POf/5yaGzJkSDz11FN7DW/sjw9/+MNx5plnpsY7d+6MWbNmxbZt2zpcn0wm4ytf+Ur89a9/Tc0dcsgh8bnPfS6rfQEAAAAAAAAAvS+vTxKJ+HtAJJfBjmw69dRTY8mSJWlz//mf/xn19fUxf/78jGodddRRMXTo0L2u+da3vhW//OUvY8eOHRERsWTJkpg0aVLceuut8clPfjK17i9/+UtcccUV8eijj6btv/766zO+ygcAAAAAAAAAyD95HRK56qqrct1C1i1cuPB9c1dfffV+1VqwYEFa0KMjhx12WNx9991x9tlnp4I2r776akyePDmGDx8eY8aMiY0bN8aaNWveF8T58pe/HDNmzNiv3gAAAAAAAACA/JLXIZFrr7021y30C2eddVYkk8m44IILoqmpKTVfV1cXdXV1He655JJL4oYbbuitFgEAAAAAAACAHlaU6wboHf/6r/8ar7/+epx99tl7vT5m0qRJsXDhwrjxxhsjkUj0YocAAAAAAAAAQE/K65NE+qP2V7r0pkMOOSTuv//+uOOOO+K3v/1t/PWvf42GhoYoLy+PMWPGxAknnBA1NTU56w8AAAAAAAAA6DlCIgVo8ODBccopp+S6DQAAAAAAAACgF7luBgAAAAAAAACgAPTZk0Ree+21WLZsWWzatCm2bt0abW1tce6558aYMWNy3RoAAPRpLbtbor6pPtdtAN2wYfuGXLcAAAAAQB7qUyGR119/PW6++eaYN29ebN269X3PjzvuuA5DIt/97nfjL3/5S0REjBkzJr72ta/1eK8AANDXNLU2xdWLro4Fby+Ilt0tuW4HAAAAAIAs6xMhkV27dsUll1wSt99+e0REJJPJ961JJBKd7q+qqorLLrssEolEJBKJOO+885w4AgAA7Vy96Op4cuWTuW4DAAAAAIAeUpTrBvalqakpJk+eHLfffnvG4ZA9zjnnnKiqqopkMhnJZDJ++tOf9kSrAADQZ7XsbokFby/IdRsAAAAAAPSgvA+JnHPOObF48eLUOJFIxNSpU+P73/9+zJs3r8PgSHulpaUxffr01PjJJ/10JAAAvFd9U70rZqAADCgeEFUVVbluAwAAAIAcyevrZp544omYN29e6rSQQw89NObOnRsf+chH0tZ15TSRU089Ne66665IJpPxwgsvRFNTU1RUVPRI3wAAAJCPJo+eHAOKB+S6DQAAAAByJK9PErn22msjIiKZTEZ1dXUsXLjwfQGRrvrYxz6W+tza2hrLli3LSo8AAACQ7wYUD4hPf/DTcc0J1+S6FQAAAAByKG9PEtmwYUMsWbIkdUrINddcEzU1Nftdb8SIETF8+PCoq6uLiIjly5fHkUcemZVeAQCgP7vv0/fFiIEjct0G0A1VFVVOEAEAAAAgf0MiixYtimQyGRERpaWlcfbZZ3e7ZlVVVSokUl9f3+16AABQCEYMHBE1lfsf2AYAAAAAID/k7XUzGzZsiIiIRCIRhx12WAwcOLDbNQcPHpz63NjY2O16AAAAAAAAAAB9Rd6GRLZs2ZL6/N5wR3fs2LEj9bm8vDwrNQEAAAAAAAAA+oK8DYkMHTo09Xnbtm1Zqbl+/frU56qqqqzUBAAAAAAAAADoC/I2JFJdXR0REclkMt58883YtWtXt+qtWLEi6uvrU+PRo0d3qx4AAAAAAAAAQF+StyGRo48+OvV5586d8eyzz3ar3gMPPJD6XFZWFscdd1y36gEAAAAAAAAA9CV5GxIZM2ZMHH744ZFIJCIi4oYbbtjvWhs2bIjbbrstEolEJBKJOOGEE6K8vDxbrQIAAAAAAAAA5L28DYlERHz+85+PZDIZyWQyFi5cGN/5zncyrtHY2BgzZsyITZs2RTKZjIiIiy66KNutAgAAAAAAAADktbwOifzHf/xHjBkzJhKJRCSTybjyyivjoosuisbGxi7tf+aZZ+K4446LRYsWpU4ROeqoo2Lq1Kk93DkAAAAAAAAAQH4pyXUDe1NWVhYPPvhgTJkyJVpaWiKZTMbtt98e9957b0ybNi2OOuqoiIhIJpORSCTiySefjNdeey1WrFgRzz77bCxfvjz1LJlMxtChQ+PBBx/M8VcFAAAAAAAAAND78jokEhFx/PHHxwMPPBBnn312tLS0REREQ0ND3H///XH//fen1iWTybjpppvSxhGRCogMGjQoHnnkkTj00EN79wsAAAAAAAAAAMgDeX3dzB7Tp0+PF154IcaNG5c6GWSPPdfI7AmDvDccsmdu/Pjx8cILL8SJJ56Yqy8BAAAAAAAAACCn+kRIJCLin/7pn+K1116Ln/zkJ3HkkUemAiHv/bXHnvG4cePi7rvvjj/96U8xfvz4HHYPAAAAAAAAAJBbeX/dzHuVlJTEueeeG+eee27U1dXF888/H8uWLYt33303tmzZEgcccEBUVVVFbW1tTJ48OcaMGZPrlgEAAAAAAAAA8kKfCom81/Dhw+P000/PdRsAAAAAAAAAAH1Cn7luBgAAAAAAAACA/SckAgAAAAAAAABQAPLuupmlS5fGU089FX/605+ivr4+Wltb46CDDora2to48cQT4+Mf/3gUFxfnuk0AAAAAAAAAgD4lb0Iir7/+elx88cUxf/78Ttd861vfitra2rjuuuti5syZvdgdAAAAAAAAAEDflhfXzTz55JMxceLEmD9/fiSTydSvPd479+abb8bZZ58dl112WQ47BgAAAAAAAADoW3IeElmxYkWcccYZ0djYGMlkMhKJRCQSiYiItLDInvlEIhHJZDJuuumm+OEPf5jL1gEAAAAAAAAA+oycXzfz7//+77Fjx460YEhRUVEcccQRccghh0RpaWmsW7culixZEk1NTWlBkUsuuSTOOOOMGDZsWI6/CgAAAAAAAACA/JbTk0SWLVsWzzzzTCr0kUwm45xzzolVq1bFSy+9FI888kg88MADsXDhwqivr49vf/vbUVLy91zL9u3b47777svhVwAAAAAAAAAA0DfkNCTyyCOPpD4nEon4yle+Ev/1X/8VNTU171tbUVERl19+ecydOze1PiLi5z//ee80CwAAAAAAAADQh+U0JLJkyZKI+NsVMzU1NXHDDTfsc8/UqVNj5syZqZNH/vjHP0ZbW1tPtwoAAAAAAAAA0Kfl/LqZiL+dCnLWWWelXSWzN+eff37qc3Nzc6xcubIHugMAAAAAAAAA6D9yGhLZvHlz6vORRx7Z5X1HHXVU2njLli1Z6wkAAAAAAAAAoD/KaUhk69atkUgkIiLioIMO6vK+oUOHRkSk9jY0NGS/OQAAAAAAAACAfiSnIZG2trbU5+Li4i7vKypKb3v37t1Z6wkAAAAAAAAAoD/KaUgEAAAAAAAAAIDeISQCAAAAAAAAAFAAhEQAAAAAAAAAAApASa4b2OPVV1+NkpL9a2d/9k6aNGm/3gUAAAAAAAAA0BflRUgkmUzGJZdcsl/7IiLjvYlEIlpbWzN+HwAAAAAAAABAX5UXIZFEIpEKfGSyZ49M9wIAAAAAAAAAFJq8CIlEpIc+enKvQAkAAAAAAAAAUIhyGhIZM2ZMt8IhAAAAAAAAAAB0TU5DIitXrszl6wEAAAAAAAAACkZRrhsAAAAAAAAAAKDnCYkAAAAAAAAAABQAIREAAAAAAAAAgAIgJAIAAAAAAAAAUACERAAAAAAAAAAACkBJrhsAgP6gedfuqGtoyW7R1uYo3lGX3Zr0urZ3NnT6bOOaN6KotTE13r6ltdO1G9a8GY2N/ui2x6aGlhiV6Ph/H8Xb3o5IlGdedNu6bnYFAAAAAAD5zXcaAKAbmnbujkvnvhpPL90QLa1tWalZHi1xY+mdcXLRS1Ge2JWVmuTOzsbiaIgRHT6rnjs9yip3p8bbWodHxA87XDti7rQYXCI0tMfIiPjtgE4e3tuLjQAAAAAAQB8iJAIA3XDp3Ffj8dfWZ7XmjaV3xtTi32e1JgAAAAAAABTlugEA6Kuad+2Op5d2fpXI/hgQO+PkopeyWhMAAAAAAAAihEQAYL/VNbRk7YqZPYYntrpiBvJNSXlEZcdXBgEAAAAAQF8iJAIAAHsz7pSI0vJcdwEAAAAAAN1WkusGAAAgL5WU/y0gMu3/5boTAAAAAADICiERAOgBj3zx+Dh4cOYnDxRvezvi3o6fbThjXuyuHNm9xuh1be9siHj8Cx0+23jGvCg6+O/XmGzf0hrxgw0drt1wxmPROMQf3Tpz0MCyGFCS5UPyKkc4QQQAAAAAgH7FdxoAoAccPLg8Rg87IPONic6/IT2i5pCIoWO70RW5sLOkMho6eVY96tAoG1WTGm+rb4qIjkMiI0YdEoOrKrLfIAAAAAAAUDCy/OOWAAAAAAAAAADkIyERAAAAAAAAAIACICQCAAAAAAAAAFAAhEQAAAAAAAAAAAqAkAgAAAAAAAAAQAEQEgEAAAAAAAAAKABCIgAAAAAAAAAABUBIBAAAAAAAAACgAAiJAAAAAAAAAAAUACERAAAAAAAAAIACICQCAAAAAAAAAFAAhEQAAAAAAAAAAAqAkAgAAAAAAAAAQAEQEgEAAAAAAAAAKABCIgAAAAAAAAAABUBIBAAAAAAAAACgAAiJAAAAAAAAAAAUACERAAAAAAAAAIACICQCAAAAAAAAAFAAhEQAAAAAAAAAAAqAkAgAAAAAAAAAQAEQEgEAAAAAAAAAKABCIgAAAAAAAAAABUBIBAAAAAAAAACgAAiJAAAAAAAAAAAUACERAAAAAAAAAIACICQCAAAAAAAAAFAAhEQAAAAAAAAAAAqAkAgAAAAAAAAAQAEQEgEAAAAAAAAAKABCIgAAAAAAAAAABUBIBAAAAAAAAACgAAiJAAAAAAAAAAAUACERAAAAAAAAAIACICQCAAAAAAAAAFAAhEQAAAAAAAAAAApASa4boHc1NzfH4sWL43//939j8+bNUVZWFqNGjYpjjz02DjnkkFy3BwAAAAAAAAD0ECGRHFu7dm28+OKL8cILL8SLL74Yf/jDH6KhoSH1fOzYsbFy5cpuv6euri5mz54d9957b2zfvr3DNUcddVR8/etfj2nTpnX7fQAAAAAAAABAfhESyYFFixbFTTfdFC+88EKsW7eux9+3cOHCmDFjRtTX1+913UsvvRTTp0+P8847L370ox9FWVlZj/cGAAAAAAAAAPQOIZEcWLJkSfziF7/olXf99re/jVNOOSWamprS5ocMGRK1tbWxefPmePvtt2P37t2pZz/5yU+isbEx5s6dG4lEolf6BAAAAAAAAAB6VlGuGyBdZWVl1mpt3rw5Zs6cmRYQGTt2bMybNy82bdoUL7/8crz11luxcuXK+MIXvpC299FHH41bbrkla70AAAAAAAAAALklJJJDgwYNik9+8pNx6aWXxiOPPBIrV66MX/7yl1mrf+ONN6ZdZ1NbWxuLFy+OadOmpZ0QMmrUqPjBD34Q1113Xdr+a665JjZv3py1fgAAAAAAAACA3HHdTA5MnTo1PvWpT8X48eOjqCg9p/PWW29l5R11dXXx/e9/P23uRz/6UYwcObLTPVdccUX85je/ieeeey4iIrZu3Rrf/e533xceAQAAAAAAAAD6HieJ5MChhx4aEyZMeF9AJJt+9rOfRWNjY2o8adKkmDJlyl73JBKJ+MY3vpE2d88990QymeyRHgEAAAAAAACA3iMk0k899thjaeMLLrigS/smT54ctbW1qfE777wTv//977PaGwAAAAAAAADQ+4RE+qHGxsbUlTF7fOpTn+rS3kQiESeddFLa3OOPP5613gAAAAAAAACA3BAS6Yf+/Oc/x65du1Lj2traOPjgg7u8/4QTTkgbv/LKK1nrDQAAAAAAAADIjZJcN0D2LVu2LG08YcKEjPa3X9++HkA+at21O3Zs3ZnVmm07d8buTZs7fd7Y0By1jVs7frZ8dbw7qDzzlzauj9jWSbBv+bqIymTmNcmp1vq6aCof1uGzhi27orS8KTVu3NLSW20BAAAAAAAFSEikH1q+fHnaePTo0Rntb79+1apV0dzcHOXl+/HNToAetmvn7nj2J8virVfrY/eutl5//xnRcaDj2fvWdaPqHR1P39sUEW92oy45c9y1HU7/7vY3wz9TAAAAAACgtwiJ9EMbN25MG48aNSqj/SNGjIiSkpJobW2NiIi2trZ49913o6amJiu91dXVZbRnxYoV3X4v0H89+5NlseIPG/e9EAAAAAAAAAqckEg/1NjYmDYeOHBgRvsTiURUVFREQ0NDpzX315w5c2L27NlZqQXQumt3vPVqfa7bAAAAAAAAgD6hKNcNkH3tAx37c01MRUXFXmsC5IMdW3fm5IoZ6G3FpUVxwIFluW4DAAAAAADo44RE+qHm5ua0cVlZ5t9UGjBgQNq4qampWz0BAPuv9iNVUVJanOs2AAAAAACAPs51M/1Q+5NDdu7cmXGNlpaWvdbcXxdeeGHMmDEjoz0rVqyI6dOnZ+X9ANCXFJcWRe1HquLE8w7PdSsAAAAAAEA/ICTSD1VWVqaN258s0hXtTw5pX3N/VVdXR3V1dVZqAezNaZccGZVDBux7YTu73tkQq849p8NnNbfeGiVVw1PjjQ3NceH9L3e4ds45R0b1oP0I2DWuj3j4/I6fnXlvROUHMq9JXikeNjSKunjK1wEHljlBBAAAAAAAyBohkX6ofaBj+/btGe1PJpM9FhIB6C2VQwbE4KqKjPftbC6NiuZNHT4betjIKBtVkxrv2LQj3qp8o+P3jxsTBw07IOP3x+ZExOB3On42bmTE0LGZ1wQAAAAAAICIKMp1A2Rf+5M61qxZk9H+DRs2RGtra2pcVFQUVVVVWekNAAAAAAAAAMgNIZF+aNy4cWnj1atXZ7S//fqxY8dGefl+XJkAAAAAAAAAAOQNIZF+aPz48WnjpUuXZrR/2bJle60HAAAAAAAAAPQ9JblugOz7x3/8xygtLY1du3ZFRMTKlStj/fr18YEPfKBL+xctWpQ2PuKII7LeIwCQPS27W6K+qT7XbdDHbdi+IdctAAAAAADQw4RE+qFBgwbFpEmT4plnnknNPf3003Heeeftc28ymYz58+enzU2dOjXrPQIA3dfU2hRXL7o6Fry9IFp2t+S6HQAAAAAAIM+5bqafOvXUU9PGd999d5f2LViwIN56663UeMSIEXHsscdmtTcAIDuuXnR1PLnySQERAAAAAACgS4RE+qmzzjorBg4cmBo/99xz8eyzz+51TzKZjNmzZ6fN/du//VsUFfnXBADyTcvulljw9oJctwEAAAAAAPQhvvvfT1VXV8eXvvSltLnPf/7zsW7duk73fPvb347nnnsuNT7wwAPj0ksv7bEeAYD9V99U7wQResWA4gFRVVGV6zYAAAAAAMiCklw3UKgWLVoUTU1N75t/9dVX08bNzc0xf/78DmuMHDkyJkyY0Ok7LrvssrjvvvvinXfeiYiIt956KyZOnBi33XZbTJ06NRKJRERErFmzJr71rW/FnXfembb/qquuimHDhmX0dQEA0L9MHj05BhQPyHUbAAAAAABkgZBIjpxzzjmxatWqfa7bsGFDnHzyyR0+mzVrVtx7772d7h02bFg89NBD8c///M/R3NwcERGrVq2KadOmxZAhQ6K2tja2bNkSq1evjt27d6ftnTZtWlxyySVd/4IAAOhXBhQPiMmjJ8c1J1yT61YAAAAAAMgSIZF+btKkSfHEE0/EjBkzYtOmTan5LVu2xB//+McO95x99tlxzz33pE4aAQD6lvs+fV+MGDgi123Qx1VVVDlBBAAAAACgnxESKQAnnnhiLF26NGbPnh333Xdf7Nixo8N1H/3oR+NrX/tanH766b3cIQCQTSMGjoiayppctwEAAAAAAOQZIZEcWblyZa++b8SIETFnzpy46aabYvHixbFs2bLYsmVLlJWVRU1NTRx77LFx2GGH9WpPAAAAAAAAAEDvERIpMBUVFTFlypSYMmVKrlsBAAAAAAAAAHpRUa4bAAAAAAAAAACg5wmJAAAAAAAAAAAUACERAAAAAAAAAIACICQCAAAAAAAAAFAAhEQAAAAAAAAAAAqAkAgAAAAAAAAAQAEQEgEAAAAAAAAAKABCIgAAAAAAAAAABUBIBAAAAAAAAACgAAiJAAAAAAAAAAAUACERAAAAAAAAAIACICQCAAAAAAAAAFAAhEQAAAAAAAAAAAqAkAgAAAAAAAAAQAEQEgEAAAAAAAAAKAAluW4AgN7XvGt31DW0ZLdoa3MU76jLbs192L6ltdNnG9a8GY2Nmf821/bOhk6fbVzzRhS1NqbGmxpaYlSi46+5eNvbEYnyjN8f29ZlvgcAAAAAAAC6QEgEoIA07dwdl859NZ5euiFaWtuyUrM8WuLG0jvj5KKXojyxKys1u2pb6/CI+GGHz0bMnRaDSzIPrexsLI6GGNHhs+q506OscndqPDIifjugk0L3ZvxqAAAAAAAA6FFCIgAF5NK5r8bjr63Pas0bS++MqcW/z2pNAAAAAAAAIPuKct0AAL2jedfueHpp51ep7I8BsTNOLnopqzUBAAAAAACAniEkAlAg6hpasnbFzB7DE1t7/YqZglVSHlHZ8TU4AAAAAAAA0BVCIgDQF4w7JaK0PNddAAAAAAAA0IeV5LoBAGAvSsr/FhCZ9v9y3QkAAAAAAAB9nJAIAPHIF4+PgwdnfkpF8ba3I+7t+NmGM+bF7sqR3WtsH7ZvaY34wYZO3v9YNA7J/Le5tnc2RDz+hQ6fbTxjXhQd3PmVLwcNLIsBJVk+pKtyhBNEAAAAAAAAyAohEQDi4MHlMXrYAZlvTHQeXhhRc0jE0LHd6GrfttU3RUTHIZERow6JwVUVGdfcWVIZDZ08qx51aJSNqsm4JgAAAAAAAOSDLP+4MwAAAAAAAAAA+UhIBAAAAAAAAACgAAiJAAAAAAAAAAAUACERAAAAAAAAAIACICQCAAAAAAAAAFAAhEQAAAAAAAAAAAqAkAgAAAAAAAAAQAEQEgEAAAAAAAAAKABCIgAAAAAAAAAABUBIBAAAAAAAAACgAAiJAAAAAAAAAAAUACERAAAAAAAAAIACICQCAAAAAAAAAFAAhEQAAAAAAAAAAAqAkAgAAAAAAAAAQAEQEgEAAAAAAAAAKABCIgAAAAAAAAAABUBIBAAAAAAAAACgAAiJAAAAAAAAAAAUACERAAAAAAAAAIACICQCAAAAAAAAAFAAhEQAAAAAAAAAAAqAkAgAAAAAAAAAQAEQEgEAAAAAAAAAKABCIgAAAAAAAAAABUBIBAAAAAAAAACgAAiJAAAAAAAAAAAUACERAAAAAAAAAIACICQCAAAAAAAAAFAAhEQAAAAAAAAAAAqAkAgAAAAAAAAAQAEQEgEAAAAAAAAAKABCIgAAAAAAAAAABUBIBAAAAAAAAACgAAiJAAAAAAAAAAAUACERAAAAAAAAAIACICQCAAAAAAAAAFAAhEQAAAAAAAAAAAqAkAgAAAAAAAAAQAEQEgEAAAAAAAAAKABCIgAAAAAAAAAABUBIBAAAAAAAAACgAAiJAAAAAAAAAAAUACERAAAAAAAAAIACICQCAAAAAAAAAFAAhEQAAAAAAAAAAAqAkAgAAAAAAAAAQAEQEgEAAAAAAAAAKABCIgAAAAAAAAAABUBIBAAAAAAAAACgAAiJAAAAAAAAAAAUACERAAAAAAAAAIACICQCAAAAAAAAAFAAhEQAAAAAAAAAAAqAkAgAAAAAAAAAQAEQEgEAAAAAAAAAKABCIgAAAAAAAAAABUBIBAAAAAAAAACgAAiJAAAAAAAAAAAUACERAAAAAAAAAIACICQCAAAAAAAAAFAAhEQAAAAAAAAAAAqAkAgAAAAAAAAAQAEQEgEAAAAAAAAAKABCIgAAAAAAAAAABUBIBAAAAAAAAACgAAiJAAAAAAAAAAAUACERAAAAAAAAAIACICQCAAAAAAAAAFAAhEQAAAAAAAAAAAqAkAgAAAAAAAAAQAEQEgEAAAAAAAAAKABCIgAAAAAAAAAABUBIBAAAAAAAAACgAJTkugFy44033ogXX3wx1qxZEzt37oyhQ4fG+PHjY+LEiVFeXp7r9gAAAAAAAACALBMSKTDz5s2La6+9Nl5++eUOn1dWVsb5558f3/jGN6KqqqqXuwMAAAAAAAAAeorrZgpES0tLnHvuuXHaaad1GhCJiGhsbIzbb789JkyYEM8991wvdggAAAAAAAAA9CQhkQLQ1tYWM2fOjPvvvz9tvri4OGpra+OII46IAw88MO1ZXV1dfOYzn4nf/e53vdkqAAAAAAAAANBDhEQKwI033hiPPfZY2twXv/jFWL16dbz55pvxxz/+MTZt2hSPPvpojBkzJrVmx44dceaZZ8bWrVt7u2UAAAAAAAAAIMuERPq5d999N6677rq0uW9/+9txxx13xMiRI1NzRUVFcdppp8XixYvjgx/8YGp+zZo1cfPNN/dWuwAAAAAAAABADxES6eduuOGGaGhoSI0nTZoUl19+eafra2pq4q677kqbu+WWW+Ldd9/tsR4BAAAAAAAAgJ4nJNKPtbW1xY9//OO0uW9+85uRSCT2um/KlCnxiU98IjVuaGiIhx9+uEd6BAAAAAAAAAB6h5BIP7Z48eKoq6tLjQ855JD45Cc/2aW9F1xwQdp43rx52WwNAAAAAAAAAOhlQiL92BNPPJE2Pvnkk/d5ish7177XwoULY/v27VnrDQAAAAAAAADoXUIi/dgrr7ySNp44cWKX944cOTI++MEPpsY7d+6MpUuXZqs1AAAAAAAAAKCXleS6AXrOsmXL0sYTJkzIaP+ECRNi5cqVafU+9rGPZaM19qFh86b4w1NP7HshZKBpzVOoAAAgAElEQVSxpTU+vv3tDp+teHpT1FeUZl60aUvE1jEdP3v+dxEH/CXzmhlo3t4Wbbt3dPjsjVd+GxWDunZ60nu1vbspmko7/u3xzbXLItFan3FN6An1O+qjckdxh88a6+tj6w5/zAMAAPJTwyb/3xoAAHLFdw/6qaampli9enXa3OjRozOq0X798uXLu90XXfOHp56Ilx99KNdt0A99tJP5lx99sRtVx3Y8ff9Pu1Gz+579UTc2T+jka7r51m4Uhew7I0Z1OP/4wqt6uRMAAAAAAKAvEBLpp+rr6yOZTKbGpaWlUV1dnVGNmpqatPHGjRu73dfGjRujrq4uoz0rVqzo9nsBAAAAAAAAoNAJifRTjY2NaeMDDjggEonMrl0YOHDgXmvujzlz5sTs2bO7XQcAAAAAAAAAyExRrhugZ7QPdJSXl2dco6KiYq81AQAAAACypaS0LAYOGZrrNgAAoF8TEumnmpub08ZlZWUZ1xgwYEDauKmpqVs9AQAAAAB05tCjj42S/fh7TAAAoOtcN9NPtT85ZOfOnRnXaGlp2WvN/XHhhRfGjBkzMtqzYsWKmD59erffDQAAAADkn5LSsjj06GPjn//9oly3AgAA/Z6QSD9VWVmZNm5/skhXtD85pH3N/VFdXR3V1dXdrtPfHf2pf8l1CxSAgWUlUVqcyG7RAYMiinP3Ez9lB0QUZ/lrSgwdElFWmtWa0BOGlQ+LsiI/cQcAAPQ9A4cMdYIIAAD0EiGRfqp9oGPHjh2RTCYjkej6N0+3b9++15r0nEFDh8Xkmf83120AAAAAAAAA0I8U5boBekZVVVVaIGTXrl2xcePGjGqsXbs2bewEEAAAAAAAAADou4RE+qmKiooYM2ZM2tzq1aszqtF+/fjx47vdFwAAAAAAAACQG0Ii/Vj7UMfSpUsz2r9s2bK91gMAAAAAAAAA+g4hkX7siCOOSBsvXry4y3vXr18fK1euTI1LS0tjwoQJ2WoNAAAAAAAAAOhlQiL92Gc/+9m08fz58yOZTHZp71NPPZU2njx5clRWVmatNwAAAAAAAACgdwmJ9GMTJ06Mqqqq1PjNN9+MhQsXdmnv3XffnTaeNm1aNlsDAAAAAAAAAHqZkEg/VlRUFOeff37a3OzZs/d5msgzzzwTzz//fGo8aNCgOPPMM3uiRQAAAAAAAACglwiJ9HOXX3552jUx//M//xPf+c53Ol2/du3a+PznP582d9FFF6WdSAIAAAAAAAAA9D1CIv1cVVVVXHnllWlzV1xxRVx44YWxbt261FxbW1vMmzcvJk6cGCtXrkzNjxw5Mi6++OLeahcAAAAAAAAA6CFCIgXg8ssvj89+9rNpc3fccUeMGTMmDj300DjyyCPjoIMOitNOOy1Wr16dWlNRUREPP/xwDBkypLdbBgD+P3v3HRXVtb8N/KGjiCACKoKAXWx0u2CsWMASY28xRX1NTLkxMSZBY8o1Rk0xMZpE7Bj12iIaFcUeERUbKoqACDaqgkid8/7hcn6caZyBYUDm+aw1a7nP7DY4e86Z2d+zNxERERERERERERERkY4xSMQAGBsbY9u2bRg7dqzoeGlpKRITExEbG4ucnBzRcw0bNsS+ffvQo0cPfXaViIiIiIiIiIiIiIiIiIiIqgiDRAyEpaUlwsPDsX37dnh6eqrNZ2VlhVmzZuHatWsIDAzUXweJiIiIiIiIiIiIiIiIiIioSplWdwdIv0aNGoVRo0YhISEB0dHRSEtLQ1FREWxtbdGuXTv06NEDlpaW1d1NIiIiIiIiIiIiIiIiIiIi0jEGiRioli1bomXLltXdDSIiIiIiIiIiIiIiIiIiItITbjdDREREREREREREREREREREZAAYJEJERERERERERERERERERERkABgkQkRERERERERERERERERERGQAGCRCREREREREREREREREREREZAAYJEJERERERERERERERERERERkABgkQkRERERERERERERERERERGQAGCRCREREREREREREREREREREZAAYJEJERERERERERERERERERERkABgkQkRERERERERERERERERERGQAGCRCREREREREREREREREREREZAAYJEJERERERERERERERERERERkABgkQkRERERERERERERERERERGQAGCRCREREREREREREREREREREZAAYJEJERERERERERERERERERERkABgkQkRERERERERERERERERERGQAGCRCREREREREREREREREREREZAAYJEJERERERERERERERERERERkABgkQkRERERERERERERERERERGQATKu7A0TlKSwsFKUTEhKqqSdEREREREREREREpI7ib7eKv+0SERERUfVjkAjVeHfv3hWlhw8fXk09ISIiIiIiIiIiIiKp7t69C29v7+ruBhERERGVwe1miIiIiIiIiIiIiIiIiIiIiAwAg0SIiIiIiIiIiIiIiIiIiIiIDICRIAhCdXeCSJOcnBwcO3ZMnnZxcYGFhUU19kh/EhISRNvr7Nq1Cy1btqzGHhG9/DiuiHSLY4pItzimiHSLY4pItzimiHSrNo6pwsJC0fbhAQEBsLW1rcYeEREREZEi0+ruAFF5bG1tERISUt3dqBFatmyJ9u3bV3c3iGoVjisi3eKYItItjiki3eKYItItjiki3aotY8rb27u6u0BEREREGnC7GSIiIiIiIiIiIiIiIiIiIiIDwCARIiIiIiIiIiIiIiIiIiIiIgPAIBEiIiIiIiIiIiIiIiIiIiIiA8AgESIiIiIiIiIiIiIiIiIiIiIDwCARIiIiIiIiIiIiIiIiIiIiIgPAIBEiIiIiIiIiIiIiIiIiIiIiA8AgESIiIiIiIiIiIiIiIiIiIiIDwCARIiIiIiIiIiIiIiIiIiIiIgPAIBEiIiIiIiIiIiIiIiIiIiIiA8AgESIiIiIiIiIiIiIiIiIiIiIDwCARIiIiIiIiIiIiIiIiIiIiIgNgWt0dICL1HBwcEBoaKkoTUeVwXBHpFscUkW5xTBHpFscUkW5xTBHpFscUEREREVUHI0EQhOruBBERERERERERERERERERERFVLW43Q0RERERERERERERERERERGQAGCRCREREREREREREREREREREZAAYJEJERERERERERERERERERERkABgkQkRERERERERERERERERERGQAGCRCREREREREREREREREREREZAAYJEJERERERERERERERERERERkABgkQkRERERERERERERERERERGQAGCRCREREREREREREREREREREZAAYJEJERERERERERERERERERERkABgkQkRERERERERERERERERERGQAGCRCREREREREREREREREREREZAAYJEJERERERERERERERERERERkABgkQkRERERERERERERERERERGQAGCRCREREREREREREREREREREZABMq7sDRDVNQUEBTp8+jRs3biA7Oxvm5uZwdnZGly5d0Lx58+ruHpHe3L59G2fPnkVqaiqKiorQoEEDtG3bFt27d4elpWV1d4+ISKd+++03zJw5U54ODw/H2LFjq7FHBFT9uSgvLw9xcXG4ceMGMjMzUVBQAFtbWzg6OsLX1xdubm6VfxFE1ayoqAg3btxAcnIy0tLSkJubi+LiYtSvXx8NGzZEp06d0K5dO5iYmOiszZKSEkRHR+Pq1avIzMyEiYkJmjRpAh8fH7Rv315n7RDVBIIgIDk5GVeuXEFqaipycnJgYWGBBg0aoFWrVvDz8+P3JyIiIiIiIqpRGCRCNVpaWhrOnj2L6OhonD17FufOnUNubq78eVdXVyQnJ+ukrfT0dCxcuBBr167F06dPVebx8fHB559/jpCQEJ20qcnUqVOxbt06jXnMzMxgYWEhn8xwd3dHu3bt0LVrV/Ts2RM2NjZV3k+qfXbt2oVFixbhwoULKp+vV68epk6ditDQUNjb2+u8/StXrsDHxwfFxcWi42FhYZg6darO23tBccyFhoZiwYIFVdYe1W76DrJ6+vQpoqOjcfPmTWRnZwMAbGxs4O7ujg4dOsDFxUXnbRJVpao8F0VHR2PXrl04fPgwzp8/D5lMpjavq6srZsyYgbfffhsNGjTQqp2KCAwMxLFjx5SOf/LJJ/j2228rVOfRo0fRp08flc8JglChOqnm2759OyIjI3Hq1CncuHEDJSUlGvPb2Nhg3LhxmDNnDtq2bVvhdvPy8vDf//4XK1euRFZWlso8bdq0wccff4ypU6fCyMiowm1JsWDBAixcuFDpeNeuXfHvv/9WqM68vDw0btxY5XfGqKgoBAYGVqheerlkZ2dj165d+Oeff3DkyBFkZGSozWtmZoYhQ4bgvffeQ0BAgOQ2NH1+V4S+35///PMPgoKCRMcCAwMRFRWltz4QERERERGRGgJRDXPy5ElhxIgRgpOTkwBA48PV1VUnbUZFRQn29vbltvfiMXnyZKGwsFAnbaszZcoUyf1R9TA3NxeGDh0q7NmzR5DJZFXaV6odCgoKhAkTJkh+jzk4OAjHjh3TaR9KSkoEPz8/le2FhYXptC1FimMuNDS0Stuj2mnnzp2Ct7e32nFTr149Yfbs2UJ6erpO2jt+/LgwfPhwwdzcXON4bdq0qfD6668LcXFxOmlXUWXPWQCEzp07V0nfpFq5cqWoP+Hh4dXaH0NVleei2NhYoXnz5hV6fzZu3FjYv39/Fb96QQgICFDZvouLi1BaWlqhOqdOnar2dVHt1bRp0wq9183MzITQ0NAKfX+4fPmy4O7uLrmtgQMHCjk5OVXw6v9PaGio2vZv3rxZoTrXrl2rts6oqCjdvgCqkWbNmlXutZe6x+TJk4XHjx9LaicqKqrS11dlH6dOnariv4zYmDFjlPpgZGQkJCcn67UfREREREREpMwYRDVMTEwMdu7ciXv37umlvZMnT2Lw4MFKd/7Y2trCy8sLbm5uSksvr1+/HuPGjavRd18WFRVh7969CA4Oho+PD86cOVPdXaIaTCaTYcyYMdi0aZPouImJCdzd3eHp6am0Mk16ejqCgoIqfBemKsuXL0dMTIzO6iPSl8LCQkycOBEjRoxQu/IB8Pzu4xUrVsDDwwPHjx+vcHuPHz/GhAkT0Lt3b+zatQtFRUUa86elpWHNmjWVapOoqlX1uSg1NRWJiYkqn7OxsUGbNm3g7++P5s2bK61u8ODBAwwZMgRbtmzR8lXpxt27dyt05/XTp0+xffv2KugRvYwsLS3RunVr+Pn5wcfHB66urkrv9eLiYixcuBBvvPGGVnXHx8fjlVdeQVJSkuh4vXr10KlTJ7Rq1QpmZmai5w4cOICgoCAUFBRU7AVV0vr16ytUrrzVHqn2i46OVnntZWJiAmdnZ/j4+KBTp04qV/Zcv349+vfvj7y8PH10Vc7R0RH+/v56a+/x48fYvXu30nFBEDiGiIiIiIiIagAGidBLpV69ejqtLzs7G2PGjMGzZ8/kx1xdXbFr1y5kZWXhwoULSEpKQnJyMt5++21R2R07dmD58uU67Y8mkyZNwqFDh0SPAwcO4K+//sKqVauwcOFCDBkyROWS67GxsejZsyd++OEHvfWXXi5LlixR+hFvxowZSElJQWJiImJjY5GVlYUdO3agWbNm8jz5+fl47bXX8Pjx40r34fbt2/jiiy/kaSsrq0rXSaQP+g6ySktLQ/fu3bF582al5xo1aoROnTrBz88PLVu2hKkpdxakl4e+z0Vdu3bFihUrEBcXh5ycHNy4cQPR0dG4ffs2Hj58iK+//hp169aV55fJZJg8eTJiY2Mr90K1YGz8f1/XKjKhvWPHDtFEZNn6qPZzcnLCm2++iQ0bNiAhIQFPnz5FfHy8fBvP5ORkZGZmYvXq1XB2dhaVXbNmDcLCwiS1U1JSgtGjR4uC7u3s7LBu3TpkZWXh0qVLuHnzJh48eID58+eL3of//vsv5s6dq5sXLEHZtjdu3Kh10P+dO3dw9OhRlfWRYbK1tcWsWbMQERGB7Oxs3L17F+fOncOlS5eQmZmJqKgo9OrVS1Tm7NmzkrbR7Ny5s9JvAFIfbm5uoromTJig1+vCLVu2qA0Aq2iAFhEREREREelQNa9kQqRk+fLlAgDB2tpaCAwMFD766CNh27ZtQnJystJyq5XdbmbevHmi+tzd3YW0tDS1+b/++mtRfhsbGyErK6tSfVCnoltfyGQyYd++fUL//v1VLjG7ePHiKukvvbwyMjIEa2tr0fvk22+/VZs/NTVVcHNzE+X/4osvKtUHmUwm9OnTR17fsGHDlJbc53YzVFP997//VfqsnTFjhuh8UlpaKuzYsUNo1qyZKJ+zs7NWS+0/fvxY6NChg6iOBg0aCIsXLxYSExOV8hcWFgpnzpwRvvjiC6FFixbCypUrdfKaFSmOn0mTJgmHDh3S6nHmzJkq6ZtU3G6meunjXPT3338LxsbGwsSJE4WrV69K6telS5cEOzs7UTu9e/fW6rVpQ/Hc17dvX/m/69WrJ+Tl5WlVX9nyvr6+go2Njah+qr0uXbqk1ZYxWVlZStulNWnSRNI2R6tWrVI6L2na3mzTpk2i/KamphXe+qU8itvNlB0TAISjR49qVd+iRYvkZc3NzYVevXpxuxkD5OPjI7i5uQl//PGHkJ+fX27+kpIS4a233lK6Xjxy5EiV9C8+Pl6prUuXLlVJW+p07dpVtMVMjx49RP05fvy4XvtDREREREREYvxlkGqchIQEIS4uTuUPkroMEnn06JFQr149UX2RkZEay8hkMqF3796iMp9++mmF+6CJLiasN2zYINStW1dpD+CDBw/qvsP00po7d67S5Fd5kwqRkZGiMtbW1kJGRkaF+1B2cqFevXpCSkoKg0TopaDvIKvp06eLygYEBEgeezKZTMjOzpbcljZqw/hhkEj10se5KD4+XnJwSFm7d+9Wmmy7deuW1vVIoXjuW7dunVJaqpSUFMHY2Fhe9qeffmKQCGl07do1wcjISKuJ3MLCQsHFxUVU5s8//yy3rYkTJ4rKjB8/XlcvQ0QxSGTJkiWCo6OjPD1t2jSt6mvVqpW87MiRI4WQkBAGiRigvXv3CoWFhVqVKSkpEXx9ffXyvle8GcbLy6tK2lFHMUilZ8+ewt9//y06Nn36dL32iYiIiIiIiMS4NirVOC1atICHh0eVL927ZcsW0fLbvXv3Rt++fTWWMTIyQmhoqOjYmjVrtF6mWF8mTpyIw4cPw9zcXH5MEATMmDFD5R7KZHhkMpnSUuILFixQ2p9eUd++fUXLJufm5mLr1q0V6kNaWppomfGvv/4aLi4uFaqLSN++++475ObmytO9e/fGxx9/rDZ/06ZN8ccff4iOLV++HJmZmeW2dfToUaxZs0ae9vPzw759+9CwYUNJfTUyMoKtra2kvET6pK9zUevWrdG+fXut+xccHAwPDw/RsX/++UfreiqiU6dO8PT0lKe1WaJ/w4YNkMlkAAAzMzOMGzdO5/2j2qVdu3bw8fERHbt+/brGMgcOHMDdu3flaTc3N0ybNq3cthTH+LZt23SyfWF5TE1NMX78eHl6+/btoq1HNTl9+jRu3bolT0+ZMkXn/aOXw5AhQ0TfsaUwMTFR2lrpwIEDuuwWgOfn1A0bNoiOSdnaRpfWrl0rSk+cOBGDBg0SbY27bds25Ofn67VfRERERERE9H+4UT0ZLMU976dPny6pXJ8+feDu7o6kpCQAwIMHD3DmzBl069ZN533Uha5du2LJkiWYM2eO/FhiYiLWrl2Lt956S+v6cnJycPr0ady/fx/p6emwtLSEg4MDvLy8lCZQKiMlJQXnzp1Deno6MjMzYW5uDjs7O7Rp0waenp6wsrLSWVuG7PTp00hPT5enmzdvjsDAQEllp0+fjhMnTsjTu3btwsyZM7Xuw6xZs+STAv7+/pg9e7bWddQEBQUFuHbtGq5fv4709HQ8ffoU1tbWaNiwITp27IgOHTpUSfBbfHw8oqOjce/ePZiYmMDR0RH+/v5o166dztsiscpObL8YPy8mtssbPx988IE8KNHU1BR//PEH6tatW4lXQFQz1IRzUXl69eqFa9euydMpKSk6b0OdKVOm4OLFiwCAqKgopKamwtnZudxy69atk/97yJAhosm5ikpNTUVcXBySkpLk5247Ozs0bdoU3bp1Q4MGDSrdhqLCwkKcOnUKqampuH//PkxMTODn54eAgACdt0XPA/bPnTsnT2dkZGjMr/idatq0aeWeB1+0ExAQgKNHjwIAiouLsW/fPr0EM02ZMgU//PADgOfn4J07d4oCR9QpO6YcHBwQFBQkCt6siJycHFy9ehXx8fHIzs5GUVERbG1t4ejoCD8/P7i6ulaqfnXOnTuHhIQE3L9/HwUFBXB1dZX0N6DKKRvYCACZmZnIz8/X6fXc4cOHkZqaKk+bmZnp9f9WMUjF3Nwcr732GkxNTTFmzBj88ssvAIAnT55g586dmDBhgk7bT0tLw+nTp3Hnzh2UlJSgSZMm6NChg1IAnC5wHBERERER0cuMQSJkkPLy8nD8+HHRsQEDBkgqa2RkhH79+uH333+XH9u7d2+NDRIBgNmzZ+PHH39EYmKi/Nhvv/2mVZDI33//je+//x6nT59GSUmJyjzNmjXDe++9h1mzZsHCwkLrfubl5eGnn37C2rVrRXfpKbKwsEDv3r0xffp0jBw5EmZmZlq3Rc9FRESI0v3795f0w/6LvGUdPXoUT58+1SqAZ8uWLdizZw+A55Pev//+e5WvIqRLqamp2LJlCyIiIvDvv/+isLBQbd4GDRpg2rRp+PDDD+Hk5CSp/uTkZLi7u8vTU6ZMkd+Zd/DgQcyfP180kVNWu3btsHjxYgwbNkz6CyKt6HNiOyYmBrGxsfL08OHD0alTJ+07Xcu8CNR8+PAhMjMzYW1tjUaNGqFLly46n1h79uwZTp48iRs3buDJkydo2LAh3NzcEBgYCEtLS522ZWiq+1wkhWLwgz5WPHhh/Pjx+Oijj1BSUgKZTIaNGzfik08+0VjmzJkzuHnzpjw9efLkCrVdUlKCyMhIbN++HZGRkbhz547avEZGRujatSvmzp2LkJAQyf+HU6dOFU2+JyUlwc3NDampqVi0aBG2bt2KnJwcUZmQkBAGiVSRgoICUbq8FagUx6/U71TA8/H7IkgEeP6dSh9BIp6enujYsSOuXLkC4PkKPeVN7BYUFIhWKho3blyFv4PExsZiy5YtOHjwIC5duqRxVcrmzZtjzpw5ePPNN1GnTh1J9a9du1a0mktYWBimTp2KZ8+e4fvvv0dYWJj8hocXbGxsOLmtB6oC6R4/fqzTIBHFVTyGDh2qkyBBqRSDVAYPHix/3RMnTpQHiQDP+6ptkEhgYCCOHTsmT78YP5cuXcLcuXNx6NAhlWOqRYsW+OyzzySvqsJxREREREREtd3LMxNHpENxcXEoLi6Wp93d3dG4cWPJ5Xv06CFKv7i7s6YyNjbGO++8IzoWGxsr6S7YR48eoU+fPggODsbx48fVBogAz++q/eCDD9CpUyfcvn1bqz7u3r0b7u7umD9/vsYAEeD5HaWHDh3C2LFjcerUKa3aITHF92737t0ll3VycoKbm5s8XVRUJLrLujyZmZl499135ekPP/zwpZr0vnz5Mpo1a4aPPvoIR48e1RggAgDZ2dlYtmwZPDw8sH///kq1PXfuXAwcOFBtgAjwfHn44OBgLFq0qFJtkXpVMbGtzp9//ilKT5w4UWIva5/S0lKsWbMG3t7ecHJywogRIzBjxgzMnz8f7777LsaMGQM3Nzd06NABmzZtqvSWcLm5ufjwww/h4OCAAQMG4N1338Vnn32GmTNnIigoCI6OjnjnnXfw5MkTHb1Cw1Od5yKp0tLSRGmp2zzpgqOjIwYNGiRPS9lypmzQRcOGDTFkyJAKtT127FgEBQXhzz//1BggAjyfqPv3338xYsQIvPrqqxo/08oTGRmJDh06YPXq1UoBIlR1BEFATEyM6Jimu+8fPnyIBw8eyNMWFhbw9vaW3F51fqcqu1VMZGQk7t+/rzH/7t27Re/Fim41s2LFCnh7e+O7777DxYsXyz1HJSYmYs6cOfD19UVCQkKF2gSAO3fuwNfXF1988YXSxDbpj+K5BNDt+eTF6hxl1YStZl7o2rUrWrRoIU8fOXJEFFBSUeHh4fDz88PBgwfVjqnbt29j2rRpCA4OLvd7mzocR0REREREVJswSIQMkuLe2tpuk6KYv7y9umuCkSNHKh2LiorSWObWrVvo2rWr6A4/4Pmdom5ubvD19UXHjh1Rr1490fM3b95Et27dRHewarJs2TKMHDlSaTlrIyMjuLi4wMfHB56enpJXXyDpqnMszJkzR74KQ4sWLRAaGqpV29WtqKhI6UdIc3NztGjRAl5eXvD390erVq1gaipetOvx48cYOnRoueNPnU8++QRLliyRp62trdG+fXv4+vrCwcFBKf8XX3yBHTt2VKgt0kyfE9uKASlSVyypba5fv47OnTtj+vTpiI2N1Ti5FhcXh4kTJyIgIABZWVkVai85ORne3t5YtmyZ2gnv3NxcrFixAh4eHrh8+XKF2jF0Nf26TBAEnDx5UnSsdevWOm2jPGVXArl+/brSRH5ZhYWF+Ouvv+TpsWPHwtzcvELtKq4qATzfZsPDwwNdunRB586dVd6hvmPHDoSEhEAmk2ndZmxsLEJCQkSrtbi6usLX1xctWrTgCnJVaM2aNbh375483bZtW/j7+6vNrzjWWrZsqdV7TXHsJiQkaAxI16UJEybAxMQEwPPgw40bN2rMXzbwqn379loFw5SlakxZW1ujTZs28Pf3h7e3N1xcXJTyXLt2Db169cKjR4+0bvPJkycYMGCA6DrD0dFRvl0ot/HUn7KryAHPP9sq+vmsytatW/Hs2TN52tHREYMHD/NkoVkAACAASURBVNZZ/eVRDFKxsbHB0KFDRXnKrhwik8kkBT5qEhUVhcmTJ8tvAjIxMUHLli3h6+ur8veDv//+G6NGjdL6s4bjiIiIiIiIahsGiZBBio+PF6VV/RCniWL+O3fuqPzBryZp1qyZ0mopZbcuUJSfn4+QkBDRHTLu7u5YtWoVMjMzkZSUhJiYGFy+fBnZ2dnYv3+/6MfS9PR0jBkzpty7dHbt2oUPP/xQNInQqFEj/PTTT7h37x5SUlJw7tw5xMbGIi0tDQ8fPsTmzZsRHBz8Um1LUhM9e/ZMaTWZyo4FxbGlzr59+7Bp0yZ5+rfffpO8hHZNExAQgOXLl+Pq1at4+vQpEhIScOHCBURHR+PmzZvIzc3Frl27RJMsMpkMEydORF5enlZtHT9+HIsXLwYAdOnSBQcPHkRWVhauXr2KmJgYPHz4EFFRUWjbtq2o3Lvvvqu3SRdDoq+J7QcPHojusnRzc4ONjQ2A59t0hYWFYcCAAXBzc4OFhQUcHBzQsWNHzJgxAxEREZVeSaOmOHnyJHr06IG4uDjRcRMTE7Rq1Qr+/v7w8PBQ2u7sxIkT6N69O7Kzs7VqLzc3F4MGDRLdud2kSRP4+vqqDABLS0tD//79JX8O0nPVeS6S6ujRo6LrISMjI9HKHvoQHBws2qZA06Tanj17RO/3iq548IK9vT1mzZqFiIgIpKen49GjR4iLi8OZM2dw8eJFpKen49atW5g3b55o66XDhw/jxx9/1Lq9mTNnIj8/H5aWlvjss8+QmpqK5ORkxMTEICEhAY8ePcIHH3xQqddEytatW4dZs2bJ08bGxlixYoXGFbIq+53KwcFB9J4pKirS2935jRs3Fm2Ns2HDBrV5Hzx4gIMHD8rTlR1TFhYWeO2117B+/XrcuXMHT548wY0bNxAdHY3z588jJSUFGRkZWLlypWiS+8GDB3jzzTe1bu+bb76RB++PGTMGly5dwsOHD3HhwgXExcUhOzsb4eHhlXpNJM2aNWtEaV0HcKhaxUPxeqUqKQapvPrqq0rXZYqr4ZUNwKqIadOmoaSkBObm5liwYAHu37+PW7duISYmBmlpabh06ZJSoEpERASWLl2qVTscR0REREREVOsIRC+RqKgoAYD84erqWqF6Xn/9dVE9X331lVblZTKZYGpqKqojNTW1Qn1RZ8qUKaL6Q0NDK13nkCFDRHUOGzZMbd4ZM2Yo5c3NzdVYf0FBgTBixAhRuWXLlqnN/+DBA8HW1laUv1evXkJ2drak1xMfHy/cvXtXUl5SlpKSIvrbm5mZCTKZTKs6vvzyS1Edb7zxRrllnjx5Iri4uMjLTJo0SWW+gIAAUd1hYWFa9U1b2o65hw8fClevXpVcf2lpqfDGG2+I2vj11181lklKShLlf/GYOnWqUFJSorbco0ePBCcnJ1GZXbt2Se4rlS8/P18wMjIS/Y0fPHigVR1vv/22qPynn36qMt+ePXtE+V555RVBEATh0KFDSv/Pqh4+Pj5CdHR0pV+zJlVxzirr7t27QsOGDUVteHl5CVu3bhXy8vJEefPz84VNmzYJbm5uovwjRozQ2MbKlSuVrjFe/DsoKEiIjY0V5U9PTxcWLVokmJubi8r5+vpqHJ8kVl3nIqlKS0uFLl26iOoPCgrSWf2KFM99Zd93Za/N7O3thaKiIpV1lL3ea9euneg5GxsbUf3lOX36tPDs2TPJ/Y+NjRXs7Ozk9Tdt2lQoLi7WWEbx8wOAUK9ePeHEiROS26XyxcfHC4cOHZI/9u3bJ2zatEmYN2+e4OHhIfr7m5ubC2vXri23Tl2MvebNm4vqOHnyZEVenlqhoaGi+pcvXy5/bsuWLaLnLly4oLKOJUuWyPOYmJgI9+7dkz8XEhIiqiMqKkpjf65evSo8fPhQcv+zsrIEHx8fURtxcXEay4SFham8Hvjhhx8kt0u6FxERofR/osvrs1u3binVf/nyZZ3VL0XPnj0ljQd/f39RvtOnT0tuQ/E8CUCwsLAQDh8+rLHc+++/LypTp04d4c6dO2rzcxwREREREVFtx9vwySAp3r2v7dKgRkZGSqseaLsiQHVQXA5c3d7bd+/exR9//CFPd+rUCdu2bVPaVkaRhYUFNm7cKNpC4ccff0RpaanK/D/++KNob+9WrVph//79sLW1Le+lAHi+1Luzs7OkvKRM8T1bt25djXeLqqI4dqSMg48//hh3794F8Pw9uWzZMq3arCkcHR3Rvn17yfmNjY3xyy+/iPbhDgsL07pdX19frF69Wr5EuioODg74/PPPRcf279+vdVukXkZGhmiFDjMzMzg6OmpVR9OmTUVpdUvIl13JAgDq16+PjRs3YsCAAaJtAdQ5f/48AgIClPaor0qJiYmIjIyU/EhMTNRY36RJk5CZmSlPz549G2fPnsXo0aOVPofq1KmD8ePH4/z58/D19ZUf37lzp1bj4M6dOwCAd955B/v27YOnp6foeXt7e3z22Wc4ePCg6E74c+fO4ddff5XcjqGrrnORVN9//z2io6PlaWNjY3z99dc6q18bZbecycjIUNqGCgAePnyIAwcOqCxTEd26dRO9v8vj6emJ7777Tp5OS0sTrcAg1ffff4+ePXtqXY7U+/XXX9G/f3/5Y/DgwZgwYQK+/fZb+fYJRkZGCAoKwtmzZyWtllHZ71SqyujzO1VISIh8ZS5A/YoGZY/369cPTZo0qXCb7du31+p6oUGDBggPDxetoKi4WoQUY8eOxZw5c7QuR7qRlZWFt99+W3Rs+PDhGrdz0pbi+9fb2xsdO3bUWf3luX37tmhrNhcXFwQEBKjMq+vVRL7++mu88sorGvMsXboU3bp1k6efPXuG3377Tat2OI6IiIiIiKg2YZAIGSTFHx+1+fH7hZcxSEQx+EJdn3/55RfR1hRLlixRWiZWnbp16+L999+Xp+/cuYNz584p5SsqKsLKlStFx3777Tfu5atH1TEOTpw4IfoxbunSpUrBS7WZubk5Ro8eLU/HxsaKlmSW4ssvv4SZmVm5+V577TVR+sKFC1q1Q5rpc2K7bDAdANy6dQtvvPGGPEjF2dkZn3zyCbZs2YK///4bK1euxJAhQ0RlCgoKMHbsWJw/f16rPlbUhg0bRJOR5T00bZ1x9OhRHD16VJ4ePnw4fv7553KXT7ezs8POnTtRt25d+TFtlxb39/cvd7uMgIAA/Pe//xUd+/HHH2vNNj9VrSZfk504cQLz588XHXvvvffg5eWlk/q11a1bN7Ru3VqeVjVuNm3aJL+GMzY2VpqI04exY8eKAhlPnz6tVflmzZpVaEsNqrzRo0dj/vz56Ny5s6T8NXn8SmFpaSm6XgoPD1fanu/ChQu4evWqPF3ZrWYq4sWWai9oO6YAYNGiRbrsEmnhxTaTZbcOtLGxwU8//aSzNgRBUDonTJ06VWf1S6EYvDR+/Hi118Zjx44VXcf99ddfFd6+t2nTpnj33XfLzWdkZCTftvOFsLAwra7XOI6IiIiIiKg2YZAIGSTFHyDMzc21rkMxaELbid7qoLgSSFFRkcp8+/btk/+7cePG6Nevn1btlN3fG3g+yaLo7NmzoonPDh06lHv3D+mWvsdBQUEBpk+fLv8hrl+/fpW+w/ll5O7uLv93SUmJaOKhPDY2Nhg4cKCkvHZ2dmjWrJk8/WL1FtINfU6MKQaJxMXFobCwEMDzCYD4+Hh8++23GDNmDIYOHYoZM2Zg7969OHLkiCg4sKioCOPGjVOaAKvpfvjhB/m/jY2NsXz5csllnZ2dRRN6R44cQXZ2tuTy3377raTgn//3//6faLzdvn0bx44dk9yOIaup12SJiYkYOXKkaLx4enrim2++qXTdlVH2vBkREYGsrCzR82Xvxu7bt2+1rLhmZWUlWikhNjZWq/JjxowRrZpA+rN161b07NkTvXv3VlrFSpWaOn61UfYc8ejRI/zzzz+i58uOqfr162P48OF661tZZa8ftR1Tfn5+aNmypa67RBJ99NFHSiuZrVq1Ci4uLjprIyoqCikpKfK0ubk5xo8fr7P6yyMIAjZs2CA6pilI0cHBQfSbQU5ODnbv3l2htseOHSspgB4AevXqhebNm8vTDx48QHx8vKSyHEdERERERFTb8Nc3MkiKk3nqgiU0eTFBp67Omig3N1eUVrU6SHZ2tmjS2tvbW+sf6stOlAHA9evXlfIoBo4EBQVp1QZVnr7HQWhoKG7dugXg+eS4tsv71mT5+fnYsmUL3n77bXTt2hVOTk6wtraGsbExjIyMRA/FpaYzMjIkt6PteCw7Sff48WPJ5ah8+pwYUxc8MmzYMKxZs0a0UkZZffr0we7du0XvmVu3bmHr1q1a97W6FBcX49ChQ/J0z549RVuaSVF2EkIQBJw6dUpSORcXF/Tp00dSXlNTU0yYMEF0rOzqJ6ReTbwmy8jIQFBQkOjzuVGjRtixY4fkldWqyqRJk+SBS0VFRdiyZYv8uYsXL+Ly5cvytK4DMePi4rBw4UKEhISgVatWsLe3h7m5udJ5zsjISLSloTbnOQA63X6B/s8PP/wAQRDkj/z8fNy9exd79+7F9OnTRYGLJ06cgJ+fn8rVAMuqieNXWz169BBtBVh2NYbi4mJs3rxZnh49erRSgGdlPHz4ED///DMmTJiAjh07olGjRqhTp47KMRUeHi4vl5+fr1UwDcdU9fnpp5+UttacO3cuxowZo9N2FFfxGDp0KBo2bKjTNjSJioqSb9MHPN+utkOHDhrLKF43VWQbJQAIDAzUKr/iFjhnz56VVI7jiIiIiIiIahsGiZBBUlxRoyJLmyr+MKdYZ02kOEmsqs/x8fGiJVf37dun8odKTQ/FLRQU73IFnt9lXZavr29lXhpVgD7HwYULF0TbPHzxxReiH+RfVsXFxVi8eDEaN26McePGYfXq1YiOjsb9+/eRl5cnaflixVUiNNFmD3tAvJ3Jy7Da0ctEnxNjqo6bmpril19+KXeVi969eytNFK9evVrLnmovNDRUNBlZ3mPBggUq67lw4QLy8/Pl6YqcK6QELqrSu3dvrbYQUpykkDrpYOhq2jVZbm4ugoKCcPPmTfkxGxsbHDhwQHQnf3Vp1qyZ6L1WdpWDsv+2trbGyJEjddLmlStXEBAQgA4dOmDBggXYs2cPEhISkJmZieLi4nLLa3OeA1Aj/s6GoE6dOnB2dsaQIUPwxx9/4PLly/D09JQ/n5OTg+HDh2v8/6tp47eiyp4n9+zZI3/N+/btEwU56WqrmYyMDLz++uvybTI2b96Mq1ev4tGjR5L/htqMK46p6rF582a89957omNTp05V2qKusvLy8rBjxw6ldvRJMcBDylZnw4cPF433Q4cOiQIMpSovGKW8/ElJSZLKcRwREREREVFtwyARMkiKPz4+ffpUq/KCINSIHzS19ejRI1HayclJKU9mZqbO21W1goFi4Ii2k99UeYrv2fz8fK32ZAaUx46qcVBSUoLXX38dpaWlAJ7fWfaf//xHy97WPM+ePcOgQYPwySefKK3Sow3FQAFNXoYViwyFPifGVB0fNGiQ5GXK33rrLVE6Ojq6QkEt1UExoGPZsmVaBy76+PiI6lAVuKiKviYdDJ2+zkVSFBQUIDg4WLR6Qt26dREREYHOnTtXqM6qUHZC++zZs4iPj0dJSYloxYNRo0apXWVIG3v37oWvry+OHz9e4Tq0Oc8Bz7f0IP1r2bIlDh06JDq3pKWlYcmSJWrLVPY7laoy1fGdquwKPYWFhfjrr78AiAOv3N3d0bNnz0q3dfv2bXh5eSEsLEx+bVwR2owrjin927t3L6ZMmSI6n40cORJ//PGHVgGoUmzbtk00jho1aqTXVToVg1SMjY0lbXVTt25djBgxQp4uLS1V2rJGCm1XTFHMLzXgiuOIiIiIiIhqG9Pq7gBRdVAMSEhNTdWq/MOHD0V71BsbG8Pe3l4nfatKFy5cEKVVreSg7d2eUshkMqVjipPqL0OQTW1jb28PIyMj+Y+XxcXFePToERo1aiS5jrS0NFFaVbDPxo0bcenSJQDPx8rq1athavryn35mzZqFI0eOiI45ODggMDAQnTt3houLC+rXr486derAxMREnufgwYMaJ1zo5aBuYlubH/6lToypOq64VLYmfn5+qFOnjjwopaCgAFeuXFEKnqiJ9BW4qIq+Jh0Mnb7OReUpLi7Ga6+9JtomyNzcHDt27ECPHj20rq8qvfrqq5g9e7b8M2T9+vXo2rWrKBhYFyse3Lx5E6+++qooqMzIyAj+/v7o3r07mjdvjsaNG8PS0lIpiHHixIl4+PBhhdo1MzOrVL+p4uzt7bFw4UK8/vrr8mNr167F119/rTJ/Zb9TAcC9e/c01qkP7u7u6NWrlzwYav369Xj11VcREREhzzN58uRKT+4XFRVh8ODBSn+nVq1aISAgAG3atEHTpk1hZWUl33bmhSVLluDgwYMVapdjSr+ioqIwevRo0e8F/fv3R3h4uOg7ga4oruIxYcIEvX7XUgxSad26Na5fvy5p5bbmzZuL0uvWrcPcuXO1al/bgEjFVU/VbeuoiOOIiIiIiIhqm5d/lo6oAtq0aSNKp6SkaFVeMb+rq2uNv8P/zp07Sj/We3l5KeVT/JGlT58++PTTTyvVdoMGDZSOWVtbi9JSf5wh3alTpw6aNWsm2j86JSVFq4k5xbHQtm1bpTxlJ0plMhm6du1agd4C06ZNw7Rp0+TpkJAQ7Nq1q0J1VdbFixdFd5eamZnhu+++w6xZs2Bubq6xrOJWS/Ry0ufEtqo6W7duLbkdU1NTtGjRAlevXpUfU1xZqqbSV+CiKtpOOlhYWMDExER+ZzjPa9Lo61ykiUwmw+TJk/H333/Lj5mYmGDz5s0YOHCgVnXpQ7169TBy5Ej5HdcbN24UTca5urpqFUimzieffCJarcDf3x/r1q2T9PfV9Z3ypD8jRozA9OnT5ee3e/fu4c6dO3B1dVXKW9nvVIrbq5ibmytNGuvLlClT5EEip0+fxqJFi+QBUkZGRkpbt1XEb7/9JtrKqlGjRli7di0GDRpUbtk///yz0u1T1YuOjkZwcLDofd29e3fs3Lmz3O8IFZGUlIQTJ06Ijul7q5my34kA4MaNG+jfv3+F6rp27RpiYmLg5+cnuUx+fr7Sbwua1ITVi4iIiIiIiGoCBomQQVL8cfvatWtalVe8K0bbyYjqsH37dqVjffr0UTqmuCKKpaUl+vXrp/P+2NnZidIvy4RlbdO2bVvRxNy1a9e0+lHuZRwLurB161bR8tELFy5U2nNcHalbXVDNps+J7Xbt2ikd03bJa8X82dnZWpWvLoqBGlOmTJG0z70mzs7OkvLl5+drVW9hYaFo6wBOOkhXneciQRDw1ltvYcuWLfJjRkZG+OOPPzBq1CjJ9ejb5MmT5UEiKSkpos+TsltnVFReXp5oFYVGjRrhn3/+URn4q8rL8hlDymxtbWFnZydayenBgwcqg0QUx9rt27dRVFQkeTJccey2aNGi2labGz16NGbPni1fdevHH3+UP9ejRw+dBK+U/ZwBgJ07d6Jbt26SyvL6sea7fPkygoKCREGiXl5e2Ldvn9LqFbqybt060XcSHx8fdOzYsUraUiUpKalS25Gpsm7dOq2uATIyMrQKElFcpc7W1lZyWSIiIiIiotqEQSJkkNq3bw8zMzMUFxcDAJKTk3H//n00adJEUvlTp06J0p6enjrvoy7JZDL88ssvomN+fn5o2rSpUl53d3dROiEhoUr61KpVK1H63LlzeO2116qkLVLP09MTBw4ckKdPnz4teYn6+/fvIzk5WZ42MzODh4eHrrtYI505c0b+b2NjY8yYMUNy2bi4uKroElUDfU1sqxpXZe/ul6LsHa2A9qtkVBfFwEU7O7sqCVxUJSMjQ6v8nHSouOo8F73//vtKd+j/9NNPer8TW1uvvPIKnJ2dVW7voYsVDy5cuCDaZmbcuHGSA0QSEhK0/oyimk3dNguNGzdG48aN8eDBAwDPz03nz5+XHPhQk75TWVtbY8SIEdi8ebPSc7rYvkkmkyEmJkae9vT0lPx3Anj9WNPFx8ejf//+ogC5du3a4cCBA7CxsamSNgVBwPr160XHqmMVkbJBKroQHh6OZcuWSQ42u3r1qtJvGJpcuXJFlNamLBERERERUW1iXN0dIKoO1tbW6N27t+jYoUOHJJUVBAGRkZGiY8OGDdNZ36rCihUrkJSUJDqmblLb2dkZLVu2lKdv3bqFu3fv6rxPvXr1EqX379+v8zaofEOHDhWlIyMjJf/Qp7gvep8+fVTeOT9q1CgcOnRI60enTp1E9Xz00Uei57/88kstX63ulN26ycHBQfLEmUwmw7Fjx6qqW6RnipNZp0+fllxWm4nthg0bolmzZqJjituHlUdxtaaGDRtqVb666CtwUZWy2/NIwUmHitPHuUiVzz//XLRaAAB88803mD17tqTy1cnY2FjlqjrdunVTCsStCMXPGMVtRTQ5cuRIpdun6pObm6u0aoWmVbKGDBkiSkv9TqUqb3V/p1IVYGVpaYnRo0dXuu7MzEyUlJTI09qMqZs3byptUUc1x507d9CvXz/RtZa7uzsOHToEBweHKmv3+PHjou/45ubmGD9+fJW1p0hVkMrRo0chCILWj759+8rryMrKEm3/Vh5tv1sprnzi7++vVXkiIiIiIqLagkEiZLCCg4NFaan7PEdFRYl+jGnUqBG6dOmi077p0pkzZ/DRRx+JjrVu3RqTJk1SW0ZxX+wVK1bovF9+fn6iLWeuXr3KSYVq0L17d9Gd+omJiTh69KiksopjJiQkRGU+FxcX9OvXT+uHYuCFh4eH6HnFIBJ9Kjt5WfZO6/Ls2bNH5V3f9HLS58S24jnr/PnzEnv5fLJX8X3XunVryeWrU/fu3UV3kp44cUK+ClhVO3HihFZ3xypOUnDSQTp9nIsULVmyBF999ZXo2Lx58zBv3jxJ5WsCVasb6GLFAwBK732p5zpBELBy5Uqd9IGqR0REhOj/38HBQeNqi4rnp7CwMEmfnbdv3xZ9bpqZmWHw4MEV6LHu9OvXD05OTqJjw4cP18lKEBUdUwDw66+/Vrp9qhr3799H3759RddZTZs2xeHDh1Wu2qlLa9euFaWHDRumtKVrVVIMUnFyclK6EUSqcePGidKKr02TLVu2SL42PHHiBBITE+Xpxo0baxWwRUREREREVJswSIQM1tixY0V7Ax8/frzcIAVBELBw4ULRsWnTpsHYuGYOpY0bN6Jv376iHyGNjY2xatUqtctGA8+XXi+7H/jPP/+MCxcu6LRvZmZmmDVrlujYjBkz8PTpU522Q5oZGxsrLUu8cOHCcn/cP3z4ME6cOCFPW1tbG9R2QY0bN5b/Ozs7G9euXSu3TF5eHj788MOq7BbpmT4ntkeMGCFK79q1CzKZTFJb27dvF6XbtWun8a7wmqRu3bqilb9ycnKwceNGvbR99+5dREVFScpbUlKCTZs2iY4FBARURbdqJX2fi1atWoW5c+eKjs2ePRvffPON9E7XAG3btkVeXh5yc3PljzfffFMndZc9zwHAyZMnJZVbuXIlLl68qJM+kP49e/YMoaGhomNDhw7V+F1n4MCBcHZ2lqeTk5MRFhZWblsLFiwQjfFRo0ZV2bYcUpmYmOD27duiMaW4UkJFNWzYUPT96syZM6KVRdS5ePEig0RqqKysLPTv3x+3b9+WH3NwcMChQ4eqfDWxp0+fKl3fVcdWM2WNGTOmwr+LjBw5UhQU/M8//yitgqdOWloafvrpp3LzCYKAjz/+WHRs6tSpMDIy0q6zREREREREtUTNnNkm0gNHR0el5cTfeOMN3Lt3T22Zb7/9VrQ8qY2NjdIqHdVNEAT8888/GDBgACZNmoT8/HzR80uXLkVgYKDGOpo3b47p06fL08+ePcPQoUPx77//atWXI0eO4K233lL7/Lvvviu62+nWrVsYPHgwcnJyJNUfHx/PVRl04OOPPxatYHDs2DEsXrxYbf60tDS88cYbomNz5swRTZbXdt27dxel586dq3HCPj8/HyNHjhTduUYvP31ObAcEBIjudExJSVH6cV6V/Px8LF26VHTsZQvoUjzPzp8/X+O5WpfmzZsn6Y74X375BSkpKfJ08+bNyz3Xkpi+zkWbN29WClKdNm2apAmmmsjKygr16tWTP3QVuOzj4yOasNuxY0e5W2rt3bsXH3zwgU7ap8qZO3cuYmJitCqTlZWF4OBg3Lx5U37MxMQE77//vsZyFhYWmD9/vujYf/7zH40BtJs3bxYF/JmYmCgF4lcXS0tL0ZjSFFivDRMTE9Hqk/fv31c6PytKSEhASEiI3lbQIulyc3MxaNAgxMXFyY/Z2tri4MGDaNeuXZW3/7///Q95eXnydOPGjZVWA61K+fn5SkEqY8eOrXB9DRo0wMCBA+XpkpISrYKC58+fX25g74cffij6PcPS0lLtFrxERERERESGgEEiVCOdOnUKkZGRSg/F5fULCgpU5ouMjJR0Z//cuXNFd0omJSWhe/fu2LNnj2hSKDU1FTNmzFD6AXT+/Pl6W9I1MTFR6TUePHgQ27Ztw++//45FixZh2LBhcHR0RFBQkNIe32ZmZvjll1/w3nvvSWpv+fLl8PLykqfv37+P3r17Y9q0aWrvfMvLy8PJkycxf/58tG3bFn379lXaUqEsBwcHrF27VnT3zvHjx9GuXTusWLECDx8+VCrz6NEjhIeHIzg4GB4eHkhISJD0ekg9e3t7fPrpp6Jj8+bNw6xZs0QTsTKZDLt27UL37t2RnJwsP+7k5GRwK2RMnDhRNBEXERGBYcOGKX3uFBQUYPv27ejcubN8TOrjh2PSH31NbJuYmChtjfH+++9rXOWptLQU06dPFy0FbmVlhXfeeUdjWzXNgAEDRKty3L9/HwMHDtTq818mk2H79u1K5/Hyp9apJwAAG1ZJREFUnD17FnPmzNGY5/jx4/jkk09Ex959913emaolfZyLIiMjMWXKFFFQX9u2bTFmzBgcPnxY7TWllGvS2sbKygqjRo2Sp0tLSxEUFITVq1ejoKBAlPfWrVuYNWsWQkJCUFhYCEdHRzRs2FDfXaYyDh48CH9/f3Tp0gXLli3DxYsXVQYaCIKAGzduYNGiRWjTpg0iIyNFz7///vvo2LFjue1Nnz4d7du3l6ezs7PRq1cvrF+/XvSdISsrC59//rnStpdvv/32S7MNWmVMnjxZlJ43bx7+85//KK2YkJGRgaVLl8LX1xcpKSkwMjLilhg1THBwsFIg1gcffICMjAytziWRkZHIzs7Wun3F7VgmTJggWqmmqm3fvh25ubnydIsWLSq9zZ5ikImUYGgAcHV1RWFhIQYNGoSFCxciPT1d9PyVK1cQHByM5cuXi45/8cUXcHV1rVSfiYiIiIiIXmoCUQ3k6uoqAKjUY8qUKZLaOnbsmGBpaalU3tbWVvDy8hLc3d0FExMTpedDQkIEmUxWZX+DKVOmVPpv8OLh6+srxMTEaN2Hu3fvCh07dlRZp5WVldC2bVuhS5cuQseOHQVnZ2fByMhIKZ+rq2u57SxfvlxlWSMjI8HV1VXw9fUVvLy8BCcnJ6U8UVFR2v9xSUlpaakwdOhQpb+viYmJ0Lx5c8HLy0uwtbVVer5OnTrCyZMnq6RPAQEBorbCwsKqpJ0XFMdcaGioxvyzZs1SOTZcXFwEf39/wcPDQ6hbt67oud69ewu///675NeVlJRUoc+1FxT/hlQ1vvnmG6X3wcyZM4W0tDR5ntLSUmHnzp1Cs2bNRPmcnJyE7OxsyW0p/p/Wr19f+OGHH4THjx+L8sXExAiBgYFK/Vq1apXOXndZ2o4fbd27d09o0qSJqI169eoJH374oXDlyhWV5+OMjAzh4MGDwjvvvCM0bdpUACAMHDhQbRsrV65UOn+9+HdQUJBw8eJFpfq/+uorwcLCQlTO29tbKCkp0enrNxRVfS4KDQ3V2bVVQEBAlfwNFMd4bGysTuu3sbGRfF5ISEgQ6tevr/TaLS0thU6dOgl+fn6Cs7Oz0v/Vvn37ROOnvGtBxc+PpKQk3b1gA9W5c2el/zdzc3PB3d1d8PLyErp06SJ4eHgI1tbWat/jU6ZMEUpLSyW3ee3aNcHOzk6pnnr16gmdO3cWWrduLZiZmSk97+/vL+Tn51fZ30Jx3C9fvlyn9YeEhEj+blJUVCR4enoq/Q2MjY2FNm3aCF26dBFatmyp9N3z008/1WqchIWFSb7WpIrR1bmkvPeMKsnJyUrfna9cuVI1L1SNV155Rek9Wll5eXlK350uXLiglE/xPHnkyBHB1NRUnjY1NRVatWol+Pr6yq//FB8DBw4UioqKNPaH44iIiIiIiGo7riRCBq93796IiIhQWhEkJycHsbGxSEpKQmlpqei58ePH46+//qrRdwmbm5sjODgYERERiImJga+vr9Z1ODs7499//8XEiROVXuvTp09x48YNREdH48qVK0hNTVW5JH+zZs3Kbee9997D9u3blf4PBEHAnTt3cO7cOcTGxuptewFDZGxsjG3btindwVVaWorExETExsYqbQPUsGFD7Nu3Dz169NBnV6uM4vu3vOXFly9fjqFDhyodv3v3Ls6ePYtr166Jtnvq06cPdu/erde7/Eg/Pv74Y6X3wsqVK9GsWTO0aNEC3t7eaNiwIUaMGCHakqROnTrYunUrbG1tJbcVHh4u2uf+yZMneO+99+Dg4AAPDw/4+fmhSZMm8PPzw9GjR0Vl33zzTY1bgNVkTZo0wd69e+Hk5CQ/lpeXh6VLl6Jjx46ws7NDhw4d0K1bN3To0AFNmjSBvb09BgwYgJ9//hlpaWlat/liVSwA2L9/Pzw9PdG0aVP4+fmhTZs2aNy4MT777DMUFhbKy9jb22Pjxo0wMTGp/Is2QDwX1SwtWrTAtm3bRKslAc9Xybp8+TJiYmJE2/5ZWlpi06ZNCAoK0ndXSYKioiIkJSUhNjYW0dHRuHbtmmglgBfq16+PX3/9FWFhYVptX9SuXTscOXJE6c78vLw8XLp0CTdv3lRazaRfv344cOAA6tSpU7EX9ZIxMzPD7t270apVK9FxmUyG+Ph4REdHIyEhQfTd84MPPlBaSYwM2/r160XfW3x8fNChQwe9tZ+SkqK0tcu4ceMqXa+VlZXS9bSU1UT69OmDDRs2yLdIKykpwa1bt3Du3DmV13+DBw/Gzp07dbaVFBERERER0cuKQSJEAF555RVcu3YNM2fORN26ddXm8/Lywv/+9z9s2rQJFhYWeuyhaqamprCyskLTpk3h7e2NUaNG4fPPP0dERAQyMjKwe/duDB48uFJtWFlZYcOGDbh48SLGjRsnaTKzbdu2mDNnDk6fPo3jx49LamfkyJFITEzE559/Xu6yr1ZWVggODsauXbvQq1cvSfVT+SwtLREeHo7t27fD09NTbT4rKyvMmjUL165dQ2BgoP46WMWePXsmSltbW2vMb25ujt27d2P58uWibasUubm5YcWKFYiMjNQqGIBeHvqc2G7SpAmOHz+uFPhXVFSE69ev49y5c3jw4IFS/xYsWIDVq1dr1VZN4+3tjfPnz6Nv375Kz+Xk5CAuLg5nzpxBXFyc0t/gBSmBiy9YW1tj//79osm8e/fu4dy5c7h586bStmtOTk44dOgQt5SqJEM/F9U0AwYMQExMDIYNG6Y2j6mpKV599VVcunQJY8aM0WPvSJ3w8HAsXrwY/fr1Q/369cvNb2RkhE6dOmHJkiVISEjAzJkzKxQM37lzZ1y5cgXz5s1DgwYN1OZr1aoVfv/9dxw8eNDgro2aNWuGmJgYzJ49G5aWlmrzde3aFQcOHMDSpUtr9I0JpH/r168XpadOnar39ssGqbRv315nQSqKwSabN29WuVWWorFjx+Ls2bPo37+/2jzNmzfHmjVrEBERYTCBaURERERERJoYCapu/ScyYM+ePcPp06dx/fp15OTkwNzcHE2bNkWXLl3QsmXL6u5etZPJZLhw4QJu3ryJjIwMPHnyBHXr1oWtrS1atGgBDw8PODg4VLqd69ev4/Lly0hPT0dOTg7q1q0LBwcHtG3bFp06daoRQTq1XUJCAqKjo5GWloaioiLY2tqiXbt26NGjh8YftV9WgwYNwoEDB+TpNWvWYNq0aZLKlpSUICYmBpcvX0ZmZiZMTEzQuHFjeHp6onPnzlXVZaqB/ve//+Grr77CxYsXVT5vZWWFKVOmIDQ0FI6OjhVup6SkBKtWrcLy5ctx+/ZtlXksLCwwePBgfPnll1V+h+nUqVNFd3uGhoZiwYIFVdZeVFQUvv/+e0RFRSkFeJVlbGwMLy8vDBw4EBMmTICHh4favL/99htmzpwpT4eHh2Ps2LHIzc1FaGgoVq9ejadPnyqVs7a2xqRJk/DNN9/Axsamci+MlBjauagmu3//Pk6cOIHU1FTk5+ejfv36aNmyJbp3725wE/0vE5lMhlu3biEhIQEpKSl48uQJiouLYW1tDRsbG7i5ucHb21tSMIk2iouLER0djatXr8qvjZo0aQJvb2907NhRp229rPLy8nDixAkkJCTg8ePHqFOnDlxcXNC1a1etghqJDElgYCCOHTsmTyv+pJmamopTp04hJSUFJSUlaNKkCTp06FChlVWJiIiIiIhqMwaJEBERAWjTpg1u3rwpT0dFRfHudKowfU5sX716Vb4ll0wmg729PVxdXdGzZ0+Nq2PVBkVFRYiOjkZycjIyMjLw9OlT1KtXD3Z2dmjdujU8PDx0NvGZn5+PkydP4saNG8jNzYWdnR3c3NwQGBjIO1KJiIiI9KC8IBEiIiIiIiKShkEiRERk8LKysuDg4ACZTCY/lp6eDnt7+2rsFREREREREb3AIBEiIiIiIiLdMK7uDhAREVW3LVu2iAJEPDw8GCBCREREREREREREREREtQ6DRIiIyKDFxcUhNDRUdGz8+PHV1BsiIiIiIiIiIiIiIiKiqmNa3R0gIiLSp1OnTiEvLw/p6ek4fvw41q9fj8LCQvnzDg4OmDlzZjX2kIiIiIiIiIiIiIiIiKhqMEiEiIgMyoQJE3Dnzh2Vz5mammL16tWws7PTc6+IiIiIiIiIiIiIiIiIqh63myEiIgLg5OSE3bt3Y/jw4dXdFSIiIiIiIiIiIiIiIqIqwZVEiIjIINWvXx/29vbw9vbGgAEDMHHiRNSpU6e6u0VERERERERERERERERUZYwEQRCquxNEREREREREREREREREREREVLW43QwRERERERERERERERERERGRAWCQCBEREREREREREREREREREZEBYJAIERERERHR/2/vXoO0Luv/gb93OewGZbjQsmKDKCAqTrhRa7pRmE4z0DgeOMzmNM7UAx1nOiFlTTMlVs6UIXSazExHs9FmWE9BhykPTJhYmqdGIDJhJ3RTEHY5CLos9+/Bf9y/N7vgvbAc9Pt6PeJzfa/D5364M2+uCwAAAACgAIREAAAAAAAAAAAKQEgEAAAAAAAAAKAAhEQAAAAAAAAAAApASAQAAAAAAAAAoACERAAAAAAAAAAACkBIBAAAAAAAAACgAIREAAAAAAAAAAAKQEgEAAAAAAAAAKAAhEQAAAAAAAAAAApASAQAAAAAAAAAoACERAAAAAAAAAAACkBIBAAAAAAAAACgAIREAAAAAAAAAAAKQEgEAAAAAAAAAKAAhEQAAAAAAAAAAApg8JFuAAAAYCCMGzcubW1t+51TU1OTmpqajBw5Mg0NDZk4cWImT56c5ubmNDU1ZciQIYepWwAAAACAw6+qVCqVjnQTAAAAB6uSkMj+jBgxIhdffHG+8IUv5IwzzhjAzgbGggULcs011/TUDz30UKZPn37kGgIAAAAA3nY8NwMAAJCko6Mjt9xySxobGzNnzpy88MILR7olAAAAAIAB5bkZAADgHWnhwoWZMmVK2VhXV1e2bNmSjo6OtLW1ZeXKlXn88cezc+fOsnmtra1Zvnx5lixZ4rYOAAAAAOAdQ0gEAAB4R5o6dWpFAY+dO3fm9ttvzw9/+MOsXr26Z3zTpk2ZOXNm/vCHP+TjH//4IewUAAAAAODw8NwMAABQaO9617ty2WWX5Zlnnsm8efPKvu3cuTNz5sxJe3v7EeoOAAAAAGDgCIkAAAAkGTx4cBYtWpRFixaVjW/cuDFf/epXj1BXAAAAAAADx3MzAAAAbzJv3rysWLEi99xzT8/YHXfckW9+85uZNGlSRXts2LAhzz77bNatW5fOzs4kSV1dXY4//vicddZZOfbYYw9J7wfqX//6V55++uls3LgxnZ2dqaury5gxY/LRj340dXV1R7o9AAAAAGCACIkAAADsZeHChbnvvvuyZ8+eJEmpVMqNN97Y65aRN+zevTv3339/Wltbc//996etrW2fe1dVVeUjH/lIrrrqqlxwwQWpqqra59zly5fnnHPO6fPbvsbfUCqV9vt9+/btuf7663Pbbbdl3bp1fc4ZNGhQpk2blm9/+9uZNm3afvcDAAAAAI5+npsBAADYy0knnZTzzz+/bOzee+/d5/yWlpbMmDEjN998834DIsn/C2+sXLkyF110UWbPnp0dO3YMSM/9sWzZsowfPz4LFizYZ0AkSbq7u7N8+fJ87GMfy+WXX57du3cfxi4BAAAAgIEmJAIAANCHiy++uKxet27dPgMgu3bt6jX2vve9L6eddlrOPPPMTJkyJaNGjeo15+67784FF1zQc2PJ4fCLX/wiF154YV5++eWy8WHDhuXUU09NU1NTJkyYkOrq6l7rZs+e/ZY3lAAAAAAARy/PzQAAAPThzDPP7DX25JNP5oQTTuhz/qhRozJ37tx86lOfSlNTU5+hkOeeey633HJLFi9e3BMseeCBB/KjH/0o8+bN6zV/ypQp+fOf/5wk+dWvfpXbb7+959vChQszZcqUfv2mBx54IFdccUVZKOX888/P/Pnz09zcnMGD//+fiJs3b84vf/nLfPe73822bduSJPfdd1+uu+66fO1rX+vXuQAAAADA0aGq5L+BAQAA7wDjxo0ru+njoYceyvTp0w94v1KplGOOOSbbt2/vGbv++utz5ZVX9pq7cuXKNDY2pra2tqK9n3rqqZx77rnZvHlzkuT444/P+vXry0Iae1uwYEGuueaanrq/v6+joyOnnnpq/ve//yVJqqurc9NNN+Vzn/vcftetWrUq06dPz8aNG5MkQ4cOTVtbWxoaGio+GwAAAAA4OnhuBgAAoA9VVVUZOXJk2Vh7e3ufc88666yKAyJJcsYZZ+S6667rqV944YX86U9/OrBGK/Tzn/+8JyCSJNdee+1bBkSS5LTTTsutt97aU7/++uv56U9/eihaBAAAAAAOMSERAACAfRgxYkRZ/eZbRQ5WS0tLBg0a1FM/8sgjA7b33rq7u/OTn/ykpx47dmzmz59f8fqZM2emsbGxp77rrrsGtD8AAAAA4PAQEgEAANiHd7/73WX166+/PmB7Dx8+PPX19T31k08+OWB77+3pp5/Oiy++2FO3tLRkyJAh/drjk5/8ZM+/16xZk02bNg1YfwAAAADA4bHvB68BAAAKbtu2bWV1TU3NW6559tln09ramieeeCKrVq3Kli1bsnXr1nR1de133aEMXaxYsaKs/tCHPtTvPcaOHVtWr169OtOmTTuovgAAAACAw0tIBAAAYB86OzvL6r1vFnmzf/7zn/n85z+fv/zlLwd0VkdHxwGtq8Tq1avL6rlz5x70nps3bz7oPQAAAACAw0tIBAAAoA+lUqnX7R5jxozpc+6yZcsya9asg3qO5rXXXjvgtW/llVdeGfA99w7QAAAAAABHPyERAACAPqxZsyY7duwoGxs/fnyveWvXrs3s2bPLAiJVVVVpamrK2WefnZNOOikNDQ2pra1NbW1t2drPfOYzeemllw7ND3iTQ3FLyZ49ewZ8TwAAAADg0BISAQAA6MPf//73XmONjY29xr7+9a+X3QLS1NSU2267LaeccspbnlFVVXVwTVZo2LBhZfX3vve9TJ069aD2nDx58kGtBwAAAAAOPyERAACAPrS2tpbVEyZMyPvf//6yse3bt+d3v/tdTz169Oj88Y9/zLHHHlvRGVu2bDn4RiswatSosvrEE0/Meeedd1jOBgAAAACOHtVHugEAAICjzfPPP5/f//73ZWMXXXRRr3lPPPFE2TMzn/70pysOiDz33HNlN5AcSieeeGKvswEAAACA4hESAQAA2MtXvvKV7Nmzp6eurq7OZZdd1mveSy+9VFZPmjSp4jMefPDBfvVUXV3+51upVKp47TnnnHNQZwMAAAAA7wxCIgAAAG+yePHi3HPPPWVjl156aSZMmNBr7t5BjTffKrI/pVIpN9xwQ7/6Gj58eFn96quvVry2qamp7IaTBx98MKtWrerX+QAAAADA25+QCAAAQJLdu3dn/vz5ufLKK8vGGxoa8v3vf7/PNQ0NDWX1ww8/XNFZN9xwQ5566ql+9VdXV1dWr1u3ruK1Q4YMyZe//OWeulQq5fLLL09XV1e/egAAAAAA3t6ERAAAgELbtWtXbrrppnzgAx/IokWLyr4NGzYsra2tqa+v73Pt1KlTM3To0J767rvvziOPPLLf85YtW9YriFKJyZMnl9V33XVXv9Z/6UtfyujRo3vqhx9+OLNnz05nZ2fFe+zYsSM//vGPc/PNN/frbAAAAADg6DD4SDcAAABwKPzjH//I7t27y8a6urrS0dGRjo6OrF+/Po8++mgef/zxPp9uGT16dFpbW9Pc3LzPM4YPH55Zs2blzjvvTJJ0d3dnxowZ+cEPfpBLL700tbW1PXP//e9/Z/HixbnxxhuzZ8+e1NfXp7u7O6+88kpFv6exsTGjRo3Kpk2bkiTLly/PJz7xicydOzdjx44tC6skyXnnnVdWv/e9782SJUty7rnn9twg8tvf/jaTJ0/OvHnzMmfOnIwdO7bXuf/973/zt7/9Lffee2+WLl2arVu35uqrr66oZwAAAADg6FJV2vsRbQAAgLehcePGpa2tbUD2amlpyeLFi3s9J9OX//znP/ngBz+YrVu3lo3X1tbm5JNPTk1NTdrb27Nhw4aeb4MGDcrSpUtzxRVX9PR8wgknZP369fs96zvf+U6+9a1vVfQb9vWn3m9+85t89rOfza5du3p9O+6441JfX5+ampp0dnbm5ZdfzpYtW3rNu/rqq7NgwYKK+gAAAAAAjh5uEgEAAEhSV1eXWbNm5Ytf/GJOP/30iteNHz8+S5YsyaxZs7J9+/ae8V27duWZZ57pNb+2tja33nprZsyY0e8ev/GNb2Tt2rX59a9/3e+1b2hpacnEiRNzySWXZO3atWXf2tvb097evt/1gwYNypgxYw74fAAAAADgyHGTCAAA8I5QyU0iQ4cOTW1tbUaOHJmGhoZMnDgxp59+epqbm/PhD384Q4YMOeDz16xZk6uuuipLly7t8/vgwYNz4YUX5tprr83JJ5/cq+dKbhJ5w1//+tfceeedeeyxx/L8889n27Ztee2118rmvNWfet3d3bnjjjvys5/9LI899li6u7v3ObempibNzc2ZOXNmLrnkkhx33HEV9QkAAAAAHF2ERAAAAAZQe3t7VqxYkQ0bNuTVV1/NMccckwkTJuTss8/OiBEjjnR7fers7Myjjz6aF198MZs2bUpXV1fe8573pL6+PqecckomTZqU2traI90mAAAAAHCQhEQAAAAAAAAAAAqg+kg3AAAAAAAAAADAoSckAgAAAAAAAABQAEIiAAAAAAAAAAAFICQCAAAAAAAAAFAAQiIAAAAAAAAAAAUgJAIAAAAAAAAAUABCIgAAAAAAAAAABSAkAgAAAAAAAABQAEIiAAAAAAAAAAAFICQCAAAAAAAAAFAAQiIAAAAAAAAAAAUgJAIAAAAAAAAAUABCIgAAAAAAAAAABSAkAgAAAAAAAABQAEIiAAAAAAAAAAAFICQCAAAAAAAAAFAAQiIAAAAAAAAAAAUgJAIAAAAAAAAAUABCIgAAAAAAAAAABSAkAgAAAAAAAABQAEIiAAAAAAAAAAAFICQCAAAAAAAAAFAAQiIAAAAAAAAAAAUgJAIAAAAAAAAAUABCIgAAAAAAAAAABSAkAgAAAAAAAABQAEIiAAAAAAAAAAAFICQCAAAAAAAAAFAAQiIAAAAAAAAAAAUgJAIAAAAAAAAAUABCIgAAAAAAAAAABSAkAgAAAAAAAABQAEIiAAAAAAAAAAAFICQCAAAAAAAAAFAAQiIAAAAAAAAAAAUgJAIAAAAAAAAAUAD/B8knRXvZS+heAAAAAElFTkSuQmCC\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -1240,7 +1247,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -1298,7 +1305,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -1321,7 +1328,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -1344,7 +1351,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -1367,7 +1374,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -1390,7 +1397,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -1413,7 +1420,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -1436,7 +1443,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -1459,7 +1466,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -1517,7 +1524,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -1540,7 +1547,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -1563,7 +1570,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -1586,7 +1593,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAB+gAAARHCAYAAADQlzrTAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAuIwAALiMBeKU/dgAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nOzdd3xUVf7/8XcKIUAaEQJIQghFIBhqKCItgCjqAq6g4CKIWEBUdEVW5auAWFBZy66KigRBFAtSXIoUpYogRRAILRA6hBqSENLv74/8GHNnJslMyEwSeD0fj3k8OHdOuzN3zpD53HOOh2EYhgAAAAAAAAAAAAAAgEt5lnYHAAAAAAAAAAAAAAC4HhCgBwAAAAAAAAAAAADADQjQAwAAAAAAAAAAAADgBgToAQAAAAAAAAAAAABwAwL0AAAAAAAAAAAAAAC4AQF6AAAAAAAAAAAAAADcgAA9AAAAAAAAAAAAAABuQIAeAAAAAAAAAAAAAAA3IEAPAAAAAAAAAAAAAIAbEKAHAAAAAAAAAAAAAMANCNADAAAAAAAAAAAAAOAGBOgBAAAAAAAAAAAAAHADAvQAAAAAAAAAAAAAALgBAXoAAAAAAAAAAAAAANyAAD0AAAAAAAAAAAAAAG5AgB4AAAAAAAAAAAAAADcgQA8AAAAAAAAAAAAAgBsQoAcAAAAAAAAAAAAAwA0I0AMAAAAAAAAAAAAA4AYE6AEAAAAAAAAAAAAAcAMC9AAAAAAAAAAAAAAAuAEBegAAAAAAAAAAAAAA3IAAPQAAAAAAAAAAAAAAbkCAHgAAAAAAAAAAAAAANyBADwAAAAAAAAAAAACAGxCgBwAAAAAAAAAAAADADbxLuwNAUZKSkrR69WpLOiwsTBUrVizFHgEAAAAAAAAArGVkZOjo0aOWdJcuXRQUFFSKPQIAoOwhQI8yb/Xq1erbt29pdwMAAAAAAAAA4IT58+erT58+pd0NAADKFJa4BwAAAAAAAAAAAADADQjQAwAAAAAAAAAAAADgBixxjzIvLCzMlJ4/f74aNGhQSr0BAAAAAAAAANgTHx9v2q7U+rddAABAgB7lQMWKFU3pBg0aqGnTpqXUGwAAAAAAAACAI6x/2wUAACxxDwAAAAAAAAAAAACAWxCgBwAAAAAAAAAAAADADQjQAwAAAAAAAAAAAADgBgToAQAAAAAAAAAAAABwAwL0AAAAAAAAAAAAAAC4AQF6AAAAAAAAAAAAAADcgAA9AAAAAAAAAAAAAABuQIAeAAAAAAAAAAAAAAA3IEAPAAAAAAAAAAAAAIAbEKAHAAAAAAAAAAAAAMANCNADAAAAAAAAAAAAAOAGBOgBAAAAAAAAAAAAAHADAvQAAAAAAAAAAAAAALgBAXoAAAAAAAAAAAAAANzAu7Q7AAAAAAAAAAAAgJJjGIZyc3NlGEZpdwUASo2Hh4c8PT3l4eFR2l0xIUAPAAAAAAAAAABQjhmGofT0dKWkpCglJUWZmZml3SUAKDO8vLxUpUoV+fv7q0qVKvLy8irV/hCgBwAAAAAAAAAAKKfS0tJ04sQJZWVllXZXAKBMysnJUXJyspKTkyVJ/v7+qlWrVqkF6tmDHgAAAAAAAAAAoBxKS0vTkSNHCM4DgBNSUlJ0+PDhUhs7CdADAAAAAAAAAACUM1eC8+wzDwDOy8jI0KFDh5SRkeH2tlniHgAAAAAAAAAAoBwxDEMnTpywCc5XqFBBAQEB8vPzU4UKFeTh4VFKPQSA0mcYhnJycnT58mWlpKQoLS3NNG5mZ2crMTFRderUcWu/CNADAAAAAAAAAACUI+np6TZLM/v7+6t27doE5QEgnwoVKsjX11dVq1ZVZmamjh49qszMTMvzly5dUlZWlipUqOC2PrHEPQAAAAAAAAAAQDmSkpJiSleoUIHgPAAUwcfHR+Hh4fL0NIfIL1686NZ+EKAHAAAAAAAAAAAoR6wD9AEBAQTnAcAB3t7eCggIMB0jQA8AAAAAAAAAAAC7DMMwLc8sSX5+fqXUGwAof6wD9FlZWaa96V2NAD0AAAAAAAAAAEA5kZuba3PMnXsnA0B5Zz1mGoZBgB4AAAAAAAAAAAC27AWRWN4eABxnvQe9ZP/mJ5e177aWAAAAAAAAAAAAAAC4jhGgBwAAAAAAAAAAAADADQjQAwAAAAAAAAAAAADgBgToAQAAAAAAAAAAAABwAwL0AAAAAAAAAAAAAAC4AQF6oJw5dOiQPDw8LI+HHnqotLsEoASNHz/e9BlftWpVofnz5+3atatb+lieMGYCAAAAAAAAAMoSAvQAAAAAAAAAAAAAALgBAXoAAAAAAAAAAAAAANyAAD2Aq3a9LyH9xRdfmM7/iy++KO0uAUCBrvcx2xF169a1vD5169Yt7e4AAAAAAAAAuIZ4l3YHAAAAAAAAAAAAALhWZmam9uzZo0OHDun48eNKSUlRVlaWAgICdMMNN6hZs2Zq0qSJvLy8SqS97Oxsbdy4UTt37tS5c+fk5eWlWrVqqXXr1mratGmJtAGURwToAQAAAAAAAAAAgGvQnDlztGLFCv3666/as2ePsrOzC80fGBiogQMHatSoUWrcuHGx2kxNTdWkSZM0ZcoUnT9/3m6eRo0a6V//+pceeugheXh4FKsdoLxiiXsAAAAAAAAAAADgGvTMM8/o008/1c6dO4sMzkvSxYsX9cknn6hZs2YaP368DMNwqr0dO3aoWbNmev311wsMzkvS3r179fDDD6tXr166ePGiU20A5R0z6AEAAAAAAAAAAIDrhK+vr+rUqaPAwEDl5ubq7NmzOnLkiCkYn5WVpQkTJujo0aOaNm2aQ/Xu3btX3bp109mzZ03H/fz8VK9ePV2+fFmHDh1SVlaW5bmlS5eqV69e+uWXX+Tr61syJwiUccygBwAAAAAAAAAAAK5RN954ox599FF9+eWXio+P16VLl7R37179/vvv2rx5sw4dOqRz587ps88+U2hoqKlsbGyspk+fXmQb2dnZ6t+/vyk4HxwcrBkzZuj8+fPavn279u3bp1OnTmns2LHy9PwrRPnbb79pzJgxJXfCQBnHDHrgOpOamqpdu3Zpz549OnfunC5fvqzAwEBVq1ZNrVq10k033VTaXTRJSkrS+vXrdfLkSZ05c0a+vr6qXr26WrZsqcjIyKuqOyUlRX/88Yf27t2rpKQkZWRkqHLlyqpatarq1q2ryMhI1ahRo4TOxD1yc3P1+++/a//+/Tp9+rRycnIUEhKiiIgIdejQQRUqVCjtLjrMle+9PTt37tTu3bt18uRJpaamqkaNGho8eHChr9mxY8e0a9cuJSQkWJZhCg4OVu3atXXLLbeoatWqJd7PsmTv3r36888/dfbsWZ0/f97yHjVp0kTNmzeXj49Pseo9cuSIfv/9dyUmJurixYsKDg5WzZo1deutt6p69eolfBZ557Fx40adOHFCXl5eCgkJUdu2bdWkSZMSqX/btm2Ki4vT6dOnlZ6erpCQEIWFhaljx46qVKlSibSR3+bNmxUfH6+TJ08qPT1d4eHheuCBB0q8nZKWkZGhX3/9VceOHdPJkyfl5eWlNm3aqEuXLgWWycrK0t69exUXF6dTp04pJSVFVapUUXBwsBo3bqxWrVrJ27vs/Hc3MzNTGzZs0KFDh3TmzBnl5uaqevXqatiwodq3by8vL6/S7iIAAAAAALjGLF68WFFRUUXu8161alU9+uij6tevn3r06KGtW7danhs7dqyGDBliCqpbi42N1Y4dO0z1rV271ua33ODgYL322muKjIzUP/7xD8vxKVOm6KmnnlLDhg2dPcUCHTp0SBEREZb0ypUr1bVr1xKrHyg2Ayjjdu7caUiyPHbu3FnaXSpVCQkJptdjyJAhRZbZu3evMX78eKN9+/aGt7e3qbz1o2bNmsaECROM8+fPF1lveHh4oXUV9Jg+fXqRdf/4449G586dC+1vnTp1jHfffddIT0934JX7y5YtW4x77rnH8PHxKbKvERERxpNPPmns2rXLVIf1++DMIyEhwan+OiIxMdEYOXKkccMNNxTYrr+/vzF48GDj0KFDRdbXtGlTU9n4+Hin+5Sammr4+flZ6ggODjYyMjKKLOeK937lypWm8uPGjTMMwzCysrKM//znPzbne+Vx4cIFUz1ZWVnGkiVLjGHDhhV5/Xt4eBi33HKLMW/ePCM3N9fh123cuHGmelauXFlo/vx5u3Tp4nA7xXXmzBljzJgxRlhYWKHnX6VKFaNv377GokWLHDr/nJwcY9q0acbNN99cYJ2enp5G+/btjR9//NHh/hY2Zi5dutSIjo4usL0mTZo41VZ+ycnJxtixY40bb7yxwPp9fX2Nvn37Gjt27HC43unTp9sdT9PS0oxXX33ViIiIsGknMDDQMAzXjtmOGDJkiN2x8OjRo8Zjjz1mBAUF2bTdp08fm3rOnDljfPTRR0avXr1MY0xB1+GwYcOM/fv3O90/Rx+OfA/v2LHD6N+/f6H9DQoKMp588kkjMTHR2ZcWAAAAAMoMfst1j6ysLCMuLs70yMrKKu1u4RoSFxdneHh4mD7Pa9asKTB/RkaGze+F06ZNK7KdQYMGmco88MADJXkaNr8NFvVbK64fpT2OssQ9cI1buHChGjVqpPHjx2vDhg3Kzs4uNP+pU6c0btw4RUVFadOmTW7q5V9Onz6tmJgY9e7dW2vWrCm0v0eOHNE///lPNWvWTAcOHHCo/kmTJqlNmzaaN2+eMjMzi8yfkJCgDz/8UF9//bXD5+Bu3333nRo0aKCPPvpI586dKzBfSkqKZs6cqUaNGumjjz4qtM4hQ4aY0jNnznS6Xz/88INSU1Mt6QEDBhQ6o9rV7721CxcuKCYmRk8//bR27drlUJkBAwaoV69emjZtmg4fPlxoXsMw9Ntvv+mee+5Rv379dOnSpWL1syz59NNPFRERobfffltHjx4tNO+lS5c0f/583XXXXUW+VsePH1ebNm00bNgw7dy5s8B8ubm52rBhg3r37q0777xTKSkpxToPSRozZoxuv/12bd68ucA8u3fvVu/evTVx4kSn6l69erUaNGig119/XSdOnCgwX3p6uubPn68WLVpo7NixTrWR3+HDhxUdHa1XXnlFCQkJxa6nNKxYsUI333yzPvvsMyUlJRWZ/8KFC6pVq5ZGjhypJUuWmMYYey5duqRp06bp5ptv1hdffFFCvXZcdna2nnrqKTVv3lzff/99of1NSkrShx9+qAYNGmjRokVu7CUAAAAAAIBZkyZN1Lp1a9Ox3bt3F5h/6dKlpt8L69atq6FDhxbZzvjx400z+7///nvLSqXAtYwAPXCNS09PtzlWqVIl3XTTTWrdurWio6MVERFhszTN8ePH1bVr10K/dEva/v371b59e61atcp03MPDQ3Xr1lV0dLSioqLk5+dnen7fvn265ZZbtG/fvkLrnzZtml588UXl5uaajvv7+ysqKkrt27dX8+bNFRYWVuRyP2XF1KlTNXDgQJtApZ+fn5o2baoWLVooKCjI9FxGRoaefPJJvfrqqwXWO2jQINNSy7NmzZJhGE71bcaMGaa0ddA/P1e/99ays7PVu3dvrVu3znKsatWqatasmZo1a6bAwEC75ex9nqpXr67IyEi1a9dOzZs3V7Vq1WzyzJ07V3369LG59sqTZ555RsOHD7cJMHp5eSkiIkJt2rRRVFSU00vQJyQkqEOHDqYlsyTJ09NT9erVU3R0tMLDw23KLVmyRDExMbpw4YLT5/LCCy/onXfesaT9/f3VtGlTRUdH2+3/K6+8orlz5zpU96JFi3THHXfo9OnTpuO+vr6WJdet28jJydEbb7yhYcOGOX0uycnJ6tmzp+Li4izHQkJCLFtBVKlSxek63eWPP/5Qnz59TH90hYeHKzo6WvXr17e7vUROTo7NzTtXrsEWLVqoXbt2aty4sSpWrGjKk5GRoaFDhxbrZqPiSktL0913360PP/zQ5rNfs2ZNtWjRQq1atVJISIjpuZSUFPXp00fff/+92/oKAAAAAABgrX79+qZ0/r3lrS1YsMCUHjp0qEO/sdevX9+0vWFWVpYWL17sZE+B8qfsbMoJwGW8vLx0xx13qHfv3urWrZvq1atnE5BPSUnRjz/+qFdffdUS7ExLS9MDDzygrVu32v0y/eqrr3T58mUlJiZq0KBBluM9e/bU888/X2B/mjZtanMsLS1Nffr0Mc3+jIiI0AsvvKD+/fub9vLOzs7WihUrNHbsWEtQ78yZM7r//vu1YcMGm8CMlBecGTNmjOnYvffeqxdffFGtWrWyOb+UlBRt2rRJixcv1qxZs2zqq1mzppYvXy5JWrZsmSnY9/zzz6tnz54Fnn/NmjULfM4ZW7du1ciRI02Bnzp16mjy5Mnq3bu35XXIycnRihUr9Nxzz5lmio8bN05t2rRRr169bOquVauWbrvtNv3000+SpIMHD2rdunXq1KmTQ307evSoKdjeuHFjtW3b1m5eV7/39nz++edKTEyUJPXo0UMTJkxQ+/btLZ8LwzD0888/290fvFq1arrvvvt01113qW3btnYD8vHx8YqNjdV7771nCer//PPP+uCDD/Tss8861Mey5IMPPtAHH3xgOlavXj298sor6t27t+k9kvLe/6VLl2r27Nn65ZdfCqw3OztbAwcO1JEjRyzHvL29NXr0aD311FO68cYbLccPHDigSZMm6fPPP7cc27Jli0aMGKFvvvnG4XNZs2aN5Vpr166dJk6cqJiYGMs+5YZhaPXq1RoxYoT27NljKff000+rd+/ehe5nfvToUQ0aNMh0I8cNN9ygSZMmacCAAaYbTH777TeNGTPGdJNIbGys2rRpo+HDhzt8Pm+88YblWr7//vv10ksvqVmzZpbns7KytGLFCkklO2aXhBEjRigtLU2+vr4aPXq0hg8frtq1a1ueT0pK0p9//mm3bHR0tP7+97/r9ttvV9OmTW0++9nZ2Vq9erXeeecdLV261HJ85MiRiomJUVhYmE2dY8aMsbwugwYNsryuNWrUsPs9cEX+69T6/PK37efnp2effVZDhw417X0mSdu3b9drr72mOXPmSMobt4cNG6aWLVuqQYMGBbYNAAAAAADgKtaTlawnguVnvRpgYb+PW7vttttMvyUvXLhQAwcOdLg8UC65bTF9oJjYt8jM2T3oDx486NCe41dcvnzZuPPOO01tLF68uET7ZM/w4cNNdfztb38zUlJSCi2Tnp5u3HPPPaZy7777rt28ixYtMuUbPHiww33LyMgwDhw4UODzBe0J7Uq5ublGVFSUqd3mzZvb7JmeX3p6utGtWzdTmVq1ahlpaWl288+ePduUd9iwYQ737/XXXzeVffPNNwvM6+r33jBs96C/8njmmWccPifDMIz169cbly9fdjj/H3/8YQQHB1vaq127dpH72JS1Peh37NhhVKhQwdROv379jPT0dIfKb9682UhKSrL73OTJk031+vj4GEuWLCm0vs8++8zmfZw3b16B+a3HpyuPhx56yMjOzi6w3OnTp232j58/f36hfbv77rtN+cPCwgodf3NycowHH3zQVKZy5crG8ePHCyxjPd5cebz//vuF9i2/khizi8PeHu9+fn7G2rVrHa4jLS3N+O2335xq99VXXzW1OWbMmCLLhIeHW/KHh4c71Z5hGMY333xjarN+/fpGfHx8keXefvttU7nevXs73TYAAAAAlCZ+y3WP0t47Gde+3Nxcm9/GNmzYYDfvqVOnTPkqVqxoZGRkONzWqlWrTOUjIyNL6jTYgx4FKu1xlCXurzPp6en65Zdf9PHHH+v111/XO++8o9mzZ+vgwYOl3TW4SEREhN3loQvi6+urL7/80rTE9/Tp013RNYujR4+aZsU2a9ZM33//vc1y5tYqVqyoWbNmqW7dupZjH3zwgXJycmzyWi+B/sQTTzjcPx8fH9WrV8/h/O6wfPly7dixw5KuXLmyfvzxx0LvYqxYsaLmzp1rmsF/8uRJff3113bz9+3b13QdzJkzx+4S7/bkX0ba09PTNFs3P3e89wXp0KGD3n33XYfzS9Itt9wiX19fh/O3aNFCb7/9tiV9/PhxLVu2zKk2S9sbb7yhrKwsS7pjx4769ttvHV6toHXr1na3DMjJybGZlf/GG2/ojjvuKLS+Rx991GaG+b///W+H+nJFdHS0PvvsM9M2DtaqV6+ul19+2XRsyZIlBebfu3ev6U5hT09PzZkzp9Dx19PTU7GxsYqKirIcS0tL05QpUxw5DYsBAwZo1KhRTpUpKyZPnqyOHTs6nL9SpUpq3769U228/PLLptU/XL0XvWEYGj9+vCVduXJlLV261GZZOHuef/559e/f35L+3//+5/QWHgAAAAAAAFcrNjZWJ06csKQLWyHVepvcBg0ayMfHx+G2IiMjTen4+HibLQ6Baw0B+lIwfvx4eXh4FPvx0EMPOd3mmTNn9OSTT6patWrq3r27Ro4cqf/7v//TmDFj9MADD6h+/fqKjo622ScE16fg4GDTsufr1693aXsfffSR6Qv3nXfecTj4V7lyZdOS4YcPH9bmzZtt8l2+fNmUtre3cXmSP6gtSc8++6zq1KlTZLnAwEBT4EiSPvvsM7t5fX19dd9991nSFy9e1Pz584tsY+PGjdq7d68l3b17d4WGhtrN6473viCvvvqqQ/sgXa0BAwaYAsGu/jyVpJMnT+q7776zpK8ElK23yCiOpUuX6ujRo5Z0eHi4w0Hm119/XZUrV7ak161bZ/OHQGFeffVVh8aA/Ne/JMu2CvZMmzZNhmFY0gMHDizwj5b8vL29TVtkSNLUqVNNdRVl4sSJDuctS+rUqaNHH33ULW394x//sPz79OnTio+Pd1lbS5cuNW2PMGrUKIeC81f83//9n+XfhmFo3rx5Jdo/AAAAAACAwsyYMcM0wc3T01Mffvhhgb+l5v8tWJLdrQULU716ddOkqMzMTNN2qMC1iD3orwOrVq1S//79dfbs2ULzbdmyRX379tXgwYM1depUp+5wwrUn//64x48f15kzZ1S9enWXtLV48WLLv2vWrKkePXo4Vd56P5u1a9eqXbt2pmPWewTPmjVLrVq1crKnZceaNWtM6aFDhzpcduDAgXr22WctNy1s2bJFaWlppoDnFUOGDNHUqVMt6RkzZmjAgAGF1p9/9vyVOgrijvfenho1aqhbt25OtVVcVapUUUhIiE6ePClJ+uOPP9zSbkn4+eefTasS9OrVSw0bNiyRulevXm1KDx48uND93fMLDg5W3759Tas/rFmzRk2aNCmybGBgoG6//XaH26lTp46OHDkiSaYbCqxZn8/DDz/sUBtS3j5boaGhOnbsmCQpMTFR+/btU6NGjYos26ZNm3K7R/n9999fIjd7OMJ6z/c//vjDZa9b/nFNkh588EGnyjdr1kw1a9bUqVOnJOWNa//6179KrH8AAAAAgOtbdk6uTl50bJVMXJ1agb7y9ip782T37dtn+b1LkrKysnThwgXt3LlTCxYsUFxcnOU5Hx8fffbZZ+revXuB9Z0+fdqULmiyVmFuvPFG00rPp0+fLrHfIYGyiAD9NW7dunW68847bWYPBwUFKSIiQhcuXNDRo0dNAZiZM2cqNTVVc+bMccvsUrhPUlKSfvjhB61bt07bt2/XyZMnlZycrLS0tCLLnj171iUB+itf/Fe0atXK6YCN9cxxezNpu3XrJi8vL8u1/t577yk9PV2jR48uc8vXF+XQoUNKTEy0pMPDw52anRkQEKDo6GitXbtWUt5S45s2bVKXLl1s8t56661q2LCh9u/fLylvaf1Tp06ZlsnPLzMzU998840l7e/vr3vuucduXne99/ZER0df9fi2a9cuzZkzR1u3blVcXJwuXLig5ORk03Lw9hR1s1RZcuUaueLOO+8ssbo3btxoSjt7w0T37t1NAfoNGzbo8ccfL7Kcs9dZSEiI5Q+Wixcv2s2TkZGhbdu2WdIVKlRwatl2T09PxcTE6Msvv7Qc27Bhg0MBekdm6ZdVV9v3rKws/fTTT1q2bJm2b9+ugwcPKjk5WampqUWuQODKz2H+z02VKlXUuHFjp+sICwuzBOidWR0CAAAAAICinLyYrk5vryztblwX1o6JUViw7aSo0vbxxx/bbD1pzcPDQ3fccYfefPNNNW/evNC8qamppnSVKlWc7pN1Ges6gWsNAfoyYPLkyUUOcPlZzwQuyIULF3T//febgvPh4eH64IMP1Lt3b0tw6tixY3rttdf06aefWvLNnTtX7733nv75z3863C+UXZcuXdKECRP0n//8RxkZGcWqIykpqYR7lWfv3r2mQMrixYuvOnB6/vx5m2NhYWF6+OGHTbPBp0yZoilTpqh169bq0aOHOnfurPbt2ys4OPiq2ne1w4cPm9LNmjVzuo7mzZubgkj575i0NnjwYMte3Dk5Ofrqq6/03HPP2c27cOFC0+vfv39/uzPzJfe99/ZYz6Z1xo4dO/Tkk0/arGLgKFd9llzhwIEDpnR0dHSJ1X2117H192Zh13B+ISEhTrWT/48D65vdrjh16pQyMzMt6caNGzu9Ck3z5s1NAXpHz+dqruXSVty+G4ah2NhYvfTSSzZ3aDvKlZ/D/AH1S5cuXfUqAY6OawAAAAAAACWlf//+evrppx2KXVkH0/MvV++oSpUqFVoncK0hQF8GtG7dWl27di3xet955x2dOHHCko6IiNC6detsAvyhoaH65JNPVKdOHY0dO9Zy/NVXX9XQoUNVtWrVEu8b3Ofs2bPq1q2bduzYcVX1FDewX5Rz586VeJ0FzXL9z3/+o1OnTul///uf6fiWLVu0ZcsWvfXWW/Lw8FDz5s3Vq1cv/eMf/1DTpk1LvH9X68KFC6Z0tWrVnK7Duox1nfk9+OCDeuWVVyzB9JkzZxYYoJ8xY4YpXdjy9u58760FBAQUq/6FCxfq3nvvNQVjneWqz5IrWAcGnQ1uFyb/Nefp6en0jTHOXMP5FecPhKK4+zOZX3Gv5bKgOH3Pzc3VkCFDNGvWrKtq21Wfw0uXLpV43Y6OawAAAAAAACXlu+++03fffadOnTopNja20K0C09PNWyYUZ/vkihUrmtIFTXGobCAAACAASURBVJQBrhUE6K9RZ86c0X//+1/TsalTpxY6+/7FF1/U0qVLLbNCL168qMmTJ+v11193aV/hWv3797cJzoeFhSkmJkaRkZEKDQ2Vn5+fKlWqZJrlN3PmTNNsTldxxSzG3Nxcu8d9fX21YMECffPNN3r77bdNS1JfYRiGtm3bpm3btunNN9/UXXfdpffff79M7fHsiiWDUlJSCswbHh6url27auXKvKWv/vzzT23btk0tWrQw5Tt79qyWLFliSUdERKhTp04F1uvO995ahQoVnK5737596tevnyk47+HhobZt26pDhw6qV6+eatasKV9fX5sg8KBBg0zbEpQX1teFn59fidWd/zouaJWFwjhzDbuauz+T+RXnWi4ritP3iRMn2gTnAwIC1LVrV7Vu3VphYWEKCgqSr6+vqf7t27dr9OjRV93norhiXCtquX4AAAAAAABnvP/++3r//fct6cuXL+vcuXPavn275s2bp6+//toSIF+7dq3atGmj5cuXF7i6pvVvocWZ3GQ94aGwSTbjx4/XhAkTnG5DkmJiYhzOO27cOI0fP75Y7QBFIUB/jfrmm29MAYPOnTure/fuhZbx8PDQuHHjTPliY2P12muvsRd9OfXjjz9q1apVlrS/v7+mTJmigQMHFrnk7s8//+zi3uWxDszFxMTopZdeuqo6C1v1wcPDQwMHDtTAgQMVFxen5cuXa9WqVVq3bp3dPYkXLVqkNWvWaNGiRYUGm93JOkh66dIlp+uwLuPv719o/iFDhlgC9FLeDRzWAfqvv/7atP/64MGDCx073P3eX60XXnjB9B/Ftm3basaMGQ7tL11ex1Dr6yI1NbVYs8Pt8fPzs8wMTktLc7q8s9ewK5XGZ/J6lJiYqLfeest07MUXX9RLL71U5M0jOTk5ruyahfW4FhwcrG+//dYtbQMAAAAAABRHpUqVFBoaqtDQUN1111164YUX1L9/f8sEt6SkJPXt21c7d+5UUFCQTXnr32WsZ9Q7wnrGfElOFALKIgL016gFCxaY0sOGDXOoXExMjCIiIpSQkCApb1/dDRs26JZbbinxPsL1vvnmG1P6008/1cCBAx0q6649b62Dfb6+vurRo4db2o6MjFRkZKRGjRolwzC0Z88eLVu2THPmzNG6dess+VJSUtSvXz8dOHCgTPzHwDoIXZyl4q1vRigqsH3vvfdq5MiRliDi119/rbffflve3n99jcycOdPybw8PDw0ePLjQOkvzvXdWamqqFi1aZEnXqFFDP/30k8M3BDi6XHlZY73s/OnTp1W3bt0Sqbtq1aqWAH1ubq4uXLjg1A0Wzl7DrlQan8nr0YIFC0x/rD322GN64403HCrrru+0oKAgeXt7Kzs7W1LeH5dldVwDAAAAAACwp0GDBlq+fLlatWqlo0ePSpKOHz+ud955x+6Ky66YvFIWfocHXIkA/TUoNTXVskz9FT179nSorIeHh3r06KGpU6daji1cuJAAfTm1YcMGy79vuOEG3XfffQ6X3bVrlyu6ZCMiIsKUjo+Pd0u71jw8PNSkSRM1adJEo0aN0tq1a/X3v//dEjQ7ffq0vvzyS40YMaJU+pdfeHi4Kb19+3an67AuY12nNT8/P917772WIHxiYqKWLl2qu+66S1Le9bJlyxZL/o4dO6pevXqF1llW3ntHbN261bQ008CBAx0OoMbHx5erfefza9iwoWk1jc2bN6tt27YlUnd4eLgOHTpkSW/fvl1du3Z1uLyz17Ar1apVSz4+PpZrZM+ePcrMzHRqv62ydD5lVf7vNEl64oknHC7rru80Dw8PhYeH68CBA5LyAvQnTpwodIshAAAAAADcqVagr9aOcXyZbxRfrcCCl2kv66pVq6YJEybo4Ycfthz74osv7AboQ0JCTOljx4453d6JEycKrTO/wYMHq2PHjg7Vm5iYqEGDBlnSkydPVvPmzR0qW9Tv28DVIEB/Ddq1a5dpmemIiAjVrFnT4fK33nqrKUBvb59ulA/597xu0KCBvLy8HCqXnJxsCrYWxXq5fGf2yw0NDVWDBg0swdn9+/fr6NGjCgsLc7gOV+jUqZMmTZqkRx55xHJs3bp1dgP0V3P+xVG3bl3VqFHD8v4ePnxYBw8edPg/DCkpKdq8ebMl7e3tXeD+QfkNGTLENEt+5syZlgB9/uNX8halrL739ljvH9+oUSOHy/7yyy8l3R236dSpkz755BNLevHixU4FRQvTvn17rV692pL+5ZdfnArQW7+u7du3L5F+FYePj49atmypjRs3SsrbZ2vdunXq1q2bQ+UNwzBtRyK59nzcPWaVFHd+DvO/Rs6+PjExMZYA/ZW28/8hCAAAAABAafL28lRYcOWiM+K6d88992jYsGGW30ZOnDihw4cP20wssf6N5siRI061c/r0adOy+D4+PoX+1l2vXj2HfwvPP0FIklq3bu3Ub5CAqxS+CTXcJiMjQ7t379a6deu0ceNGxcfHF2tPXknavXu3KR0ZGelUeev81vWh/MgfVMg/+7cosbGxTu0TU6VKFVPa2Wv3jjvuMKU//PBDp8q7yq233mpK29ujXrr68y+OLl26mNJffPGFw2Vnz55tWiY6OjraZt9ke2JiYkz/+frxxx+VlJSk3NxczZo1y3K8UqVK6t+/v0N9KavvvTXrAJ2jnyfDMDRlyhRXdMktunfvbtrGYMmSJdq/f3+J1G19Dc+aNcuyLHhRLly4oHnz5pmOde7cuUT6VVxX85lcvny5ZbkwKW9G/k033VRSXbNRGmNWSSju53Dbtm367bffnGor/2t0rXynAQAAAAAAOCMoKMhmC8xTp07Z5GvcuLEpfeDAAafiEdYxqPr165t+kwSuRQToy4CRI0cqKChIkZGR6tSpk9q3b6+GDRsqMDBQ7du314QJE3TmzBmH69u7d68p7exsVOv8hw8fdipYi7Ij/8oJu3btUlJSUpFljh8/rgkTJjjVTkBAgGl2fkJCglPln332WdMX7n//+19t3brVqTpcwdE9oa3/k+Ls+RdH/pn9kvTuu+86tHRQcnKyxo8fbzr26KOPOtSmh4eHHnzwQUs6PT1d3333nVasWGFaguiee+5RQECAQ3WW1ffemvUqJOvWrXOo3JQpU8r1KiQ1atTQgAEDLOnc3FwNGzZMubm5V113z549VadOHUs6ISHB4UDmyy+/bAqadurUyeYPAXcbNmyYPDw8LOmvvvrKoZVIcnJyNGbMGNMx6893SbvaMbu0FOdzmJOTU6xVH/KP6+fOnVNKSorDZfv27asGDRpY0hs3bizXN+oAAAAAAABcUaFCBZtjNWvWNP1uk5GR4dQKvb/++qsp3aJFi+J3ECgnCNCXAXFxcXYD4NnZ2dq4caPGjx+v8PBwvfLKK8rJySmyvtOnT5vSoaGhTvWnRo0apoBZbm6uzp0751QdhfVt165dTj3K8r7UZV2HDh0s/87MzNSLL75YaP4zZ87o7rvvdiiQn1+FChVMsz23bdtmWt63KPXq1dOwYcMs6cuXL+vuu+92esbjL7/8oscee8zucy+//LJTM3QNw9C///1v07HWrVvbzdu0aVNT+scffzRtM+EKPXr0ULNmzSzpS5cuqU+fPrp48WKBZTIzM9W/f3+dPHnScqxWrVp64IEHHG538ODBpvTMmTM1Y8YM0zFHlre/wh3vfUlo3bq1aT/xuXPnav369YWWWbhwof75z3+6rE/u8uKLL6pixYqW9Nq1azVgwABlZGQ4VH7z5s12r0svLy+NGjXKdOyFF14w7XlvT2xsrD7++GPTseeee86hvrjSTTfdpLvvvtuSzs3N1b333lvojTOGYeiRRx4x7T9fpUoVDR8+3KV9vdoxu7Tk/06T8sb1/KuBWMvJydHDDz/s9Hgimcd1wzD0ww8/OFzWy8tLEydONB0bNWqUafsgR+zbt0+PPfaYjh8/7lQ5AAAAAACAkpCSkqLz58+bjtWoUcNu3itboV6xfPlyh9uxzvu3v/3N4bJAeUWAvpy4fPmyJk6cqB49eig1NbXQvNbPWy9lWxQPDw9VqlSp0DqL6+OPP9bNN9/s1KNv374l0vb1yDqY+sknn2jIkCE6fPiw6XhKSoqmTZumZs2aWWb7NmnSxKm2evbsafl3Tk6OOnfurAkTJmjevHlavny5VqxYYXnkDxBf8d5776lly5aW9MmTJ9W5c2cNHTpUGzZssBtYT01N1bp16zR27Fg1btxY3bt317Jly+z2b8eOHXrwwQdVu3ZtjRgxQj/99JPdG09yc3O1bt069ezZU/Pnz7ccr1y5coGB7JCQEDVv3tyS3r9/v2655RZ98MEHWrhwoencV6xYUSIrUnh4eGj69OmmOxa3bt2qFi1a6IcffjAtIZSbm6vly5crOjra5vWJjY2Vr6+vw+02bNjQFCT79ddfTYGr2rVrq0ePHk6di6vf+5JQpUoV3XvvvZZ0Tk6OevXqpc8++8zm/dy/f7+eeOIJ9enTRxkZGQoJCdENN9zgsr65WmRkpCZPnmw69v3336tp06aaMWOGLly4YFPm2LFj+vzzzxUTE6M2bdrYzSPlBS3btWtnSWdkZKhXr14aO3aszThx8OBBPf7443rkkUdMS53ff//96tOnz9WcYon5+OOPFRQUZEkfPnxYLVu2VGxsrC5dumTKu2HDBnXt2tVmKfzJkyfrxhtvdHlfr3bMLg333HOP/P39LemtW7cqJiZGGzduNOXLzs7W0qVL1a5dO82cOVPS1X2nSdKIESP01FNPafbs2Vq6dKnp9YmLi7MpP2DAAD3++OOWdFZWlh577DF1795dCxcutLkeruTZvn273n//fcuqEFOnTnX5DV8AAAAAAAD2LFq0yPQ7XPXq1VWrVi27eXv37m1KT58+3Wa7QnsOHDig1atXW9IVKlTQnXfeWcweA+WIAbcbN26c4eHhYXTo0MF4/fXXjeXLlxvHjh0z0tLSjPT0dOP48ePG//73P+Pxxx83fH19DUmmx1133WVkZ2cXWP+dd95pyj9lyhSn+xgSEmKqY/PmzVdzyhbjxo2zOR9nHzt37iyRvpRXCQkJptdjyJAhhea3vh6uPOrVq2e0a9fOaNSokeHj42N67oEHHrB5r1auXFloO3v37rV7vdp7TJ8+3W4dR48eNaKiouyWqVKlitG4cWOjXbt2RlRUlBEaGmp4eHjY5AsPD7dbd58+fezWW6tWLSMqKspo3769ERUVZfj5+dnNV9TnaObMmQ5fwwkJCYXW5YzPPvvM8PT0tGnD39/fiIqKMlq0aGFUrVrVbj8mTJhQrDY//fTTAs/tX//6V7HqdOV7bxiGsXLlSlPecePGOd3H+Ph4IyAgwKZdX19fo1mzZkabNm2M0NBQ03NeXl7G4sWLjfDwcIf6aRi242RRn738ebt06eL0eTnq2Weftfv+eHl5GfXq1TPatGljNGvWzKhevbpT1/yBAweMOnXq2JTx9PQ06tevb7Rp08aoW7eu3bZbtWplnD9/vtB+OztmWuvSpYupfFEWLlxoVKxY0aavlSpVMiIjI43WrVvbfMdeeTz88MNF1j99+nSHxtOilMSY7awhQ4Zc9Vj49ttv2+1jjRo1jDZt2hhRUVE2n9PGjRsbCxYscGoMyMrKMho1auTQ61PQNZWZmWncd999dst4e3tbru+WLVsaERERNt/FrvjOAAAAAABX27lzp+lvmuv9t1xXycrKMuLi4kyPrKys0u4WriFpaWnGTTfdZPo8Dx06tMD86enpNr+NTps2rch2Bg0aZCozYMCAkjwNm98Gi/qtFdeP0h5HmUFfCnr27Kk9e/bo119/1UsvvaQePXqodu3aqlSpkipWrKgbb7xRd999tz755BPt379ft956q6n8okWLbJb3zc96Nmf+ZZkdlX85Y0mFLiGLsu2rr75S27ZtbY4fPHhQGzdu1N69e02zrQcMGKDp06c73c5NN92kL7/8Un5+fsXua2hoqH777TcNGjTItJezlLeE+549e7Rx40bt2LFDx44ds3sHXv49rR1x8uRJ7dixQxs2bNCOHTtsVouoVKmSPvnkkyKXnH7wwQc1ZswYm3672qOPPqrZs2ebZpVKeasi7NixQ9u2bbOZvVyxYkV9+OGHeuWVV4rV5n333VfgrHtnlrfPrzTee2fVr19f33//vc01np6erj///FObNm0yLWfu6+urr776Sr169XJpv9zl3Xff1UcffaTKlSubjufk5OjgwYPatGmT/vzzT505c8apeuvVq6dff/1VrVq1Mh3Pzc3VgQMHtGnTJh06dMimXK9evbRq1SpVrVrV6XNxpbvuuktLly5VSEiI6fjly5cVFxenLVu22GxF4+XlpRdffFHTpk1zWz9LYswuDc8//7xpZvoViYmJ2rRpk3bs2KHk5GTL8aioKC1fvlwBAQFOtePt7a0ffvhB9evXL3ZfK1SooG+//VZvvfWWzcpE2dnZluv7jz/+UEJCgum7+Ipq1arZlAUAAAAAAHDUmDFjtGnTJqfKnD9/Xr1799a+ffssx7y8vPTss88WWKZixYoaO3as6djo0aPtrjx4xddff61Zs2aZ2pgwYYJTfQXKKwL0paBDhw6mvV8LExoaqhUrVuiWW24xHX/ttdeUlpZmt4x14MzeD75Fsd5b2JklsAvzxBNPaOfOnU498i8zDucFBQVpzZo1evnllxUYGFhgvqZNm+rrr7/W7Nmzi3VThyT169dP+/bt06RJk3T77bcrLCxMfn5+TgWtq1Spoi+//FLbtm3TwIEDTctFF6Rx48YaNWqU1q9frzVr1tjNM3XqVMXGxuree+8tcJ+c/IKDgzV8+HDt3r3bbjDInrfeekvbtm3T6NGj1bFjR4WEhJTYZ6cw9913n+Lj4zVy5EgFBwcXmM/f31+DBw/Wnj17NHLkyGK3FxQUZHdJ8ejoaKeXkc7PVe99SerZs6c2bdpU6D5I3t7e6tevn7Zv367777/f5X1ypyeeeEIHDhzQ008/XeTnKCgoSAMHDtTPP/+sunXrFpo3NDRUmzZt0ueff27a+9uah4eH2rVrpwULFmjx4sU2N6aUFV26dFF8fLxeeumlQper9/X1Vd++ffXHH3/ojTfecGMP85TEmF0aPvnkE82cOVP16tUrME9ISIgmTpyoTZs2KTQ0tFjtNG3aVH/++aemT5+ufv366aabblJgYKC8vLycqmfMmDFKSEjQ6NGjHbqRqGbNmho0aJDmzp2rEydOOPSdBQAAAAAAYM+yZcvUtm1btWvXTu+++662bdtmdzs9wzC0Z88eTZw4UY0aNdKKFStMzz/77LOKiooqtK1hw4aZftu7cOGCOnXqpJkzZ5q2MT1//rxefvllPfjgg6byjz/+uMOxM6C88zDsTUNEmRMfH68mTZqYBrF58+bZ3Z/9/vvv13fffWdJv/fee3rmmWecai8gIEApKSmW9O7du9W4ceNi9Pzq7dq1SzfffLMlvXPnzkIDOChYenq6fvvtN+3evVsXLlyQj4+PbrzxRrVp06bMfvHl5uZq69at2rdvn86ePavk5GRVrlxZQUFBql+/viIjI1W9enWn601ISNDevXt1+PBhXbx4UZmZmfLz81P16tUVFRWlyMhIeXt7u+CMXCsnJ0e///679u/fr9OnTys3N1fVq1dXvXr11KFDB9Oe9WWdq977knLy5EmtXbtWx44dU1pamgICAtSgQQN16NDBoZsLyjvDMLRt2zbt3r1bZ86cUUpKiqpUqaKaNWsqMjJSN998s9OBzCuOHDmijRs3KjExUcnJyapatapq1aqlDh062MxMLw+2bdumXbt26fTp08rIyFD16tUVFhamjh072qxIAMdduQa3bNmis2fPyjAMhYSE6Oabb1Z0dHSxrz9Xi4+P17Zt23TmzBlduHBB3t7eCgwMVJ06ddSkSZMib2gBAAAAgLKM33LdIzs7W/v37zcda9iwYbn8PROu1aJFC23fvt10zMfHR7Vr11ZQUJB8fHyUkpKio0ePmmJC+Q0ZMkSxsbHy9Cx6zu/u3bvVsWNHnT9/3nTcz89P9evX1+XLl5WQkGBzk0Dbtm21atWqEl9J8NChQ4qIiLCkV65cqa5du5ZoGyifSnscZbQuJxo0aKDevXtr7ty5lmPLli2zG6C3Xq720qVLTrVlGIbNkvblbQlc2Ofr66uYmBjFxMSUdlcc5unpqejoaEVHR5dovREREaYv5muFl5eXbrnlFptVN8ojV733JaVWrVq67777SrsbpcbDw0MtW7ZUy5YtS7zuOnXquHzLAndq0aKFWrRoUdrduOa48hp0pQYNGqhBgwal3Q0AAAAAAHCdyszMVEJCQpH5AgICNGnSJA0fPtzhFRebNGmiX375RX369NHhw4ctx1NTU21uFLiiR48e+v7779nmD9cVlrgvR7p3725K7927124+69mF+fdEdkRiYqJppr6np6eqVavmVB0AAAAAAAAAAAAoPbNnz9Zbb72lHj16KCAgoMj8Hh4eatasmd555x3Fx8drxIgRTm+H2Lx5c+3YsUMvvviiqlatWmC+hg0baurUqVq2bNl1sSIpkB8z6MuRsLAwU/rMmTN28zVq1MiUPnLkiFPtWOcPDw93yz7aAAAAAAAAAAAAKBlNmjRRkyZNNGbMGOXm5mr//v2Kj4/XkSNHlJycrKysLPn7+yswMFB169ZVq1atHArkF8Xf319vvPGGJkyYoI0bN2rnzp06d+6cvLy8VKtWLbVq1arIPe1LQt26dcVO3yiLCNCXI9Z7R1vv0XGF9V7xcXFxTrWze/fuQusDAAAAAAAAAABA+eHp6alGjRrZTPJ0pQoVKqhjx47q2LGj29oEygOWuC9HTp06ZUpXr17dbr6mTZuagvmHDh3SyZMnHW7n119/NaXZNxcAAAAAAAAAAAAArh4B+nJk3bp1prT1kvdX+Pv7q3PnzqZjy5cvd6gNwzC0YsUK07G//e1vTvQSAAAAAAAAAAAAAGAPAfpyIikpST/88IPpWPfu3QvM37t3b1N62rRpDrWzcuVKJSQkWNI1atRQu3btnOgpAAAAAAAAAFx/snNydfR8mt1Hdk5uaXcPAACUEexBX06MHj1aSUlJlrSPj4969epVYP4BAwbopZde0qVLlyRJa9as0S+//KJu3boVWMYwDE2YMMF0bOjQofL05D4OAAAAAAAAACjMyYvp6vT2SrvPrR0To7Dgym7uEQAAKIuIvLrZpEmTtGXLFofzZ2dn67nnnrOZAT98+HDVqlWrwHIhISF68sknTcceeeQRnThxosAyb775ptasWWNJBwYG6vnnn3e4rwAAAAAAAAAAAACAghGgd7OffvpJ0dHRuvXWW/XBBx9o586dys7Otsl38eJFzZ49W23atNG7775req5+/fp65ZVXimxrzJgxqlmzpiWdkJCgDh066Mcff5RhGJbjx44d0/DhwzV27FhT+bFjxyo4ONjZUwQAAAAAAAAAAAAA2MES96Vk/fr1Wr9+vSSpYsWKCg0NVWBgoLy8vHTu3DkdOnRIubm2+xLVrFlTS5Ys0Q033FBkG8HBwfr22291++23Kz09XZJ0+PBh9enTR0FBQYqIiFBSUpKOHDminJwcU9k+ffpo9OjRJXCmJS85Odm03H9JCAgIcGgp/+TkZLvvS0nw8/OTt3fRH8nU1FS7N3WUhMqVK8vHx6fIfGlpacrMzHRJH3x9feXr61tkvvT0dMt1XdJ8fHxUuXLRS45lZmYqLS3NJX3w9vaWn59fkfmys7OVmprqkj54enoqICCgyHy5ublKTk52SR8kKSgoyKF8JT0u5McYkYcxIg9jRB7GiL8wRuRhjMjDGJGHMeIvjBF5GCPyMEbkYYz4C2NEHsaIPIwRecrNGJGVLqUmKuniRcuh1OQM1cw4bDf7xQtn5e9Z9HnlVx7HCFe+JwAAXCsI0JcBGRkZOnDgQJH57rzzTk2fPl0hISEO1925c2ctWrRI/fv31/nz5y3Hk5KS9Mcff9gt88ADDyg2NlYeHh4Ot+NOX375pVOvgSOeeeYZh/4wj42Nddkf5g899JDq1q1bZL45c+bo0KFDLulD37591aJFiyLzLVu2TNu2bXNJH7p27aquXbsWmW/Dhg1atWqVS/rQokUL9e3bt8h8cXFxmj9/vkv6ULduXT300ENF5jt27Ji++OILl/QhKChIzzzzTJH5kpOT9f7777ukD5I0fvx4h/K5sg+MEXkYI/IwRuRhjPgLY0Qexog8jBF5GCP+whiRhzEiD2NEHsaIvzBG5GGMyMMYkafMjxGZadKCkdLexVJ2ut5fZb5h444C6pv+3zj5B1Vzqg/lcYw4ffq0S/oBAMC1hCXu3Wzs2LEaPny4mjZtKi8vryLz+/n5qX///lq9erUWLVpUrMB0t27dFBcXpxEjRhR6F27Lli31ww8/6KuvvlLFihWdbgcAAAAAAAAArmkLRkq75krZrllJAQAAXPuYQe9mt912m2677TZJectyxcXF6dChQzp58qRSU1OVm5uroKAgVa1aVZGRkYqKinIokF+UGjVq6OOPP9a///1vrV+/Xrt371ZSUpJ8fHxUu3ZttWvXTg0aNLjqdgAAAAAAAADgmpSVnjdzHgAA4CoQoC9FlStXVnR0tKKjo93WZqVKldS9e3d1797dbW0CAAAAAAAAQLmXmsjMeQAAcNVY4h4AAAAAAAAAAAAAADdgBj0AAAAAAAAAAPllpefNmM8v+UTp9AUAAFxTPAzDMEq7E0Bhdu3apZtvvtmSXr9+vZo0aVKibQQEBMjTs+gFJZKTk5Wbm1uibV/h5+cnb++i75lJTU1Vdna2S/pQuXJl+fj4FJkvLS1NmZmZLumDr6+vfH19i8yXnp6u9HTXLCnm4+OjypUrF5kvMzNTaWlpLumDt7e3/Pz8isyXnZ2t1NRUl/TB09NTAQEBh9TMdAAAIABJREFURebLzc1VcnKyS/ogSUFBQQ7lS0pKclkfGCPyMEbkYYzIwxjxF8aIPIwReRgj8jBG/IUxIg9jRB7GiDyMEX9hjMjDGJGHMSJPqY8RmWnS4tEKOvazQ8vZJ6X//5/XH5ijk6qqodM32c33+ZN3K/SGos8rv/I4RuzevVsdOnSwHN+5c6eaNm3qkr5dz7Kzs7V//37TsYYNGzr0XgEASn8cJUCPMs86QM9/6gAAAAAAAAC4xPdDpV1znS836k8dNaqr09sr7T69dkyMwoKLvgGjvOO3XPco7cASAJR3pT2Osgc9AAAAAAAAAABZ6dLexaXdCwAAcI3jdioAAAAAAAAAAFITHVrW3lqul6+OZ/nrVJprtj8AAADXFgL0AAAAAAAAAAAU06LMFnrq3d9KuxsAAKCcIEAPAAAAAAAAALj+ZKXnzZq/IvmEU8XTjQpanttaz2c9XsIdAwAA1zIC9AAAAAAAAACA60dmmrRgZN5+8w4uad8v4xWd0g2mY2eMQGXIxxU9BAAA1zAC9AAAAAAAAACA68eCkdKuuU4VOaUbdMyoXqzmKnp7qrp/xWKVBQAA1x7P0u4AAAAAAAAAAABukZWeN3PejW6LrCHfCl5ubRMAAJRdzKAHAAAAAAAAAFwfUhMdXtb+inSjgs4YgU43VdHbU7dF1tA7/Zo7XRYAAFy7CNADAAAAAAAAAFCA5bmtNWt4F9UM8HWqXHX/isycBwAANgjQAwAAAAAAAADKp6z0vFnxjko+4XDWdKOClue21vNZj2t5gK/CgisXo4MAAABmBOgBAAAAAAAAAOVLZpq0YGTefvJOLllfkMR+83XvV4ct6TNGoDLkUyJ1AwAAXEGAHgAAAAAAAABQviwYKe2aW6JV5vjdqGNGWonWCQAAYM2ztDsAAAAAAAAAAIDDstLzZs4DAACUQwToAQAAAAAAAADlR2piiS1rb+Htq5zK1Uu2TgAAADsI0AMAAAAAAAAArm+N7pS8fUu7FwAAF/riiy/k4eFheXzxxRel3SVcp9iDHgAAAAAAAABQNmWl582Yzy/5RIlVn+vlq/R6t+t853d0KrmEZ+UDAFBOZGdna//+/UpISNCxY8d08eJFZWRkyN/fX1WrVlXTpk0VFRUlHx+fEmvTMAxt3bpV27Zt0+nTpyVJNWrUUPPmzdWqVSt5eHiUWFtlDQF6AAAAAAAAAEDZkpkmLRiZt9e8M8vZD/1J6ZVq6o0lu7Vu/xll5hiFZj9jBCpjh4+0Y+NVdhgAgP/H3p1HR12efx//TDJJhiwTQEJCIISgbRAsIFQUURbZNC6xCi2tVqFFpUYrtsRKFX2gWqtUAXvAVqutgqU9YDQCGosLUqTKUmRJoixCQAIxQCAJySSTZJ4/5peRyTrfZDJLeL/OmXPm/uZerkGklWuu6w4u69ev19q1a/XJJ59oz549qqqqanF+ly5ddOutt+r+++/XiBEj2nyu3W7XkiVLtHjxYh09erTJOX369NHs2bP1y1/+UmFhYW0+K1CRoAcAAAAAAAAABJbsDCk3y/g6a6LmvHtSa/Mdknp4PSwAADqL+fPn65NPPvF4fmVlpVasWKHXX39ds2bN0qJFixQREWHozCNHjig9PV07duxocd7XX3+tOXPmaOXKlcrOzlbv3r0NnRPoSNADAAAAAAAAAAKH3easnG+Dqpo6rc8ran0iAABoJCwsTH379lVsbKxCQ0N16tQpHTx4UHV1da45DodDL7zwgg4dOqS33nrL47b333zzjcaNG6cDBw64Pe/SpYv69++vuro6HTx4UDbbt51ztm/frnHjxmnz5s3q0aPzfPEuxN8BAAAAAAAAAADgUl5krK19PbNF3zhiVVVT1/pcAyLMIYqLMVYhCABAMOjevbtuv/12vfTSS8rLy1NFRYX279+v7du3a8uWLdq/f79KS0u1cuVKXXzxxW5r3333XT355JMenzV9+nS35LzFYtHixYt14sQJ7dmzR3l5eTpx4oSee+45WSwW17x9+/bpZz/7Wfs/bAAhQQ8AAAAAAAAACH6paZLZ0vo8gyYOjJclLNTr+wIA4E9/+ctfVFRUpOXLl2vmzJm6+OKLZTY3br4eFRWladOmaceOHbr22mvdfvb000/r9OnTrZ7173//W++++65rHBYWpvfee08PPPCAIiMj3c568MEHlZOT43b3/Jo1a/TRRx+15WMGJBL0AAAAAAAAAAD/sNukkgL3V2mhsT3MFmnQLVL6Uq+GFmEO0Q2De2nhlCFe3RcAgEAwaNCgJhPyzYmIiNBrr72mmJgY17OqqiqtWbOm1bXz5s1zGz/88MMaPXp0s/PHjBmj3/zmN27PHn30UY9jDXTcQQ8AAAAAAAAA8K3qCik7w3nXvJF29jNyJGui+7PoeCmsvnK+otmlq2aNVILV8wr7uJgIKucBADhHXFycJk+erNWrV7ue5efnt7hm9+7d2rJli2scFRWlzMzMVs966KGHtGjRIp09e1aStHnzZuXn5zdqtR+MSNADAAAAAAAAAHwrO0PKzTK+zpoodUtu05EJVouSuke2PhEA4HXffPON/vOf/+jgwYOy2+3q0aOHBg4cqCuuuEKhoe37MlRFRYU2bNiggoICnTp1SrGxsbr44os1atQot7vMveXw4cPatm2bioqKVFJSotjYWCUkJGjUqFFKSEjw6lm1tbX69NNPdejQIR07dky1tbUaNGiQbrjhBq+eY8SFF17oNj5x4kSL87Ozs93GP/zhD92q8JsTExOjqVOn6u9//7vr2VtvvUWCHgAAAAAAAAAAQ+w2Z+U8AKBD/b//9/80f/581/ijjz7S2LFjPVp76NAhpaSkuMZ33nmnW6K0oX79+qmgoECSlJycrEOHDkmS9u7dq4cffljZ2dmqq6trtO6CCy7Qb3/7W91///1ud457oqSkRHPnztWKFStcVdbniomJ0S9+8Qs99thjioqKMrR3Q9XV1XrhhRf04osvKi8vr8k5JpNJw4cP17x583TTTTd5tG9z/4xOnTqlp556SitWrNDx48fd1gwZMsSvCXqbzb3zTdeuXVucv27dOrfxpEmTPD5r4sSJbr/v1q5dq7lz53q8PlCRoAcAAAAAAAAA+E55kbG29vXMFmc7ewBAUFi9erXuuOMOVVZWNjvn5MmT+vWvf60PP/xQq1ev9rjifdu2bbrxxhsbJa/PVVZWpmeeeUZr1qzRv//9b8Px1/vss8/04x//WAcPHmxxnsPh0LZt25Senq4bb7xRK1eubNMXAz7//HNdf/31KiwsbGvIHeqzzz5zGw8fPrzZuQ6HQ7t27XJ7duWVV3p81qhRo9zGO3fulMPhkMlk8niPQBTi7wAAAAAAAAAAAGhVato5d80DAALZunXrNG3aNFdyPiwsTN/97nc1YsQI9evXr8n5Dz30kEd779mzR5MnT26UnA8PD1dqaqqGDx+unj17up7n5+crLS2txS8KNGfNmjUaN25co+R8/VkjRozQgAEDZDabG6275pprGlWbt+bIkSOaPHmyW3K+d+/eGj58uL773e92SMt+Iz744AN9+umnrnH37t114403Nju/oKBAFRUVrnFUVJT69u3r8XnJycmKjPz2epqzZ8/qyJEjBqMOPFTQAwAAAAAAAAA6jt3mrJqvV2qwItBscSbn05d6Ny7gfFRbI5Ue9XcU5wdrbyn0/EzDnTlzRj/96U9VW1urPn36aMGCBZoyZYrbveP79u3Tgw8+6Nb+fOnSpbrnnns0aNCgZve22+36yU9+olOnTrmexcTE6IknntCdd96p2NhY1/PPPvtMDz30kDZu3Kjdu3frmWeeMfQ5cnNz9aMf/cgtsX/11VfrN7/5jcaPH++WLC8rK9M///lPzZs3T0VFzv/N27Jlix588EG98MILHp+ZmZmpb775RqGhobr77rv1q1/9ShdddJHr55WVlfrkk08MfQ5veeedd3Tbbbe5PXv22WfdEugNffnll27jpKQkw+cmJSW57fPll18aSvIHovPzTwYAAAAAAAAAQMeqrpCyM5z3zXva0n5GjmRNdH8WHU/lPOAtpUelJYP9HcX54YFdUrdkf0fhF6dPn5YkDRs2TDk5OYqLi2s05zvf+Y6ys7N1ww03KCcnR5JUV1env/71r1q0aFGzey9atEi7d+92jbt166aNGzfqkksuaTT38ssv14YNG3TnnXdq+fLlOnTokMefoaamxq0DgCTNnz9f8+bNa7K9ekxMjO666y6lpaVp3Lhx2rdvnyTpz3/+s+6++25deumlHp1bVFQks9mslStXasqUKY1+3qVLF02YMMHjz2HEkSNH3BLhtbW1OnPmjPLz8/XOO+9oy5Ytrp+ZTCY98cQTmj59eot7fvPNN27jPn36GI6rd+/ebnE13DMYkaAHAAAAAAAAAHhfdoaUm2VoSaGju2odDRI5ZXWSKpqc39Dx0jbcbQ8A8Dqr1aqsrKwmk/P1QkNDtWjRIleCXpLefffdZhP0tbW1ev75592evfTSS00m5+uZTCa9/PLL2r59u/Ly8jyOf/Xq1dqzZ49rfM899+ixxx5rdV3v3r31xhtvaOjQoaqrq5PkrDJfsWKFx2fPmTOnyeR8R3vjjTf04IMPtjpv1KhRevLJJzVmzJhW55aXl7uNo6KiDMfVcE3DPYMRCXoAAAAAAAAAgHfZbXJ8+Y4a1xi27Id/+a++duzvkJAAAL4za9YsJSe33kFgwIABGjx4sHbt2iXJ2fq+vLxc0dHRjeb++9//1tGj317RcNlll+nWW29t9YywsDD9/ve/18033+xx/IsXL3a9j4yM1FNPPeXx2u9973tKT0/Xm2++KUnKzs5WbW2tQkNDW10bGRmpuXPnenyWr40fP15z5szR6NGjPZrfMJl+7rUAnurSpUuLewajEH8HAAAAAAAAAADoZMqLZPK0rf3/sTnCVOyIbX0iACDg/ehHP/J47tChQ13v6+rq3JLw59qwYYPb+I477vD4jOuvv77Fav5znTx50q2d+w033KBu3bp5fJYkTZo0yfW+vLxcO3bs8DhOq9Vq6Cxf+uCDD3TddddpyJAh2rZtW6vzbTb3/y8QHh5u+MyIiAi38bnXDgQrEvQAAAAAAAAAAK+qqqkzvGZ93XBVyfhf3AMAAktYWJiGDBni8fyePXu6jc+cOdPkvHOT5pI0duxYj88wm80aNWqUR3M3bdokh8PhGn//+9/3+Jx6ffv2dRvn5+d7tG7EiBGGz/KW2bNny+FwuF5VVVU6duyY3nvvPc2ePVtdu3Z1zd29e7dGjRqldevWtbhnw4r56upqw3FVVVW1uGcwIkEPAAAAAAAAAGiZ3SaVFHj8Ol10yOOtbY4wram9Qpn2ezos/AhziOJiIlqfCABot+7du3vUzr1ewzvGm6uQPnjwoOt9aGioBgwYYCiu733vex7Na5hMf+ihh2QymQy9rr/+erc9Tp065dHZKSkpnn0YHwgPD1dCQoImTZqkRYsW6YsvvtCECRNcP6+urta0adPc/rk01PCqgoYV9Z5o+PuhqesPgg130AMAAAAAAAAAmlZdIWVnSF++IxloWR/fws+mVD2m47rANS52xHZ45fzEgfGyhHmeLAI6LWtv6YFd/o7i/GDt7e8I/Ka9Fc7nVq+f6/Tp0673sbGxMpuNpTkvuOCC1ifJ2eLe25rrCtBQILe3j4+P19tvv62rrrpK//vf/yQ52/c/+uijev3115tc0zCZfvbsWcPnNlxDgh4AAAAAAAAA0HllZ0i5WV7d8rgu0NcOz+4Bbq8Ic4gmDozXwimet1oGOrVQs9Qt2d9RAG1SXl7ueh8ZGWl4fcNK/eac+0UAb6mr8+zql7CwMK+f7U1dunTRH//4R11zzTWuZ6tWrdKLL77Y5K9vw+sLvv76a8NnHj16tMU9gxEJegAAAAAAAABAY3abs3Ley5b+ZJi6977I6/s2JS4mgsp5AOgkoqKiVFpaKkmqqKgwvN7T6u2Gyf/Zs2c3allvVP/+/du1PpCMGTNGF1xwgavTgN1u17Zt2zRmzJhGc1NTU93GR44cMXxewzVGrzYIRCToAQAAAAAAAACNlRcZamvvCZsjTN3j+yipu/HKRwCAMSaTqc1r25IA72hdu3Z1JejPnDkju91uqOLc09b1PXr0cBv36tXL7e71811ISIj69evn9ut5/PjxJucmJyerS5curnvkz549q4KCAiUne9bJo6CgwO33YlRUlJKSktoRfWAI8XcAAAAAAAAAAIDzw/q64ZK5fXcTAwA80/Au+PokqSeKi4u9HU67nVuFXltbqy+++MLQ+l27dnk0LyUlxW28f/9+Q+ecj5r7ooTJZNLgwYPdnm3evNnjfT/55BO38eDBg9v1xZNAQYIeAAAAAAAAADo7u00qKTD2Ki302vE2R5jW1F6hTPs9XtsTANAyq9XqNi4qKvJ47datW70dTrtddtllbuOPP/7Y47U1NTWNkr3NGTdunNv4ww8/9Pic84HD4dDhw4fdnsXHxzc7/4YbbnAbr1+/3uOzGs698cYbPV4byGhxDwAAAAAAAACdVXWFlJ3hvEvem+3qZ+RI1sRmf1x4xqYf/uW/rnGxI1ZVCvfe+QCAVjVsI75jxw5Nnz7do7X/+te/OiCi9hk7dqwWLlzoGr/22mu67777PFq7bt06nThxwqO5vXv31iWXXKI9e/ZIkg4cOKB3331X1113nfGgO6HPPvvMrcOC2WzWwIEDm51/0003ad68ea7xqlWr9Pzzzys6OrrFc8rKyrRq1Sq3Z+np6W2MOrBQQQ8AAAAAAAAAnVV2hpSb5fW75GVNlLolN/uqtSbpa0ec60VyHgB8b9iwYW7jN998UzU1Na2uy8rK0rZt2zoqrDabPHmyevfu7Rpv3bpVb7zxRqvr7Ha75s6da+iszMxMt/Hs2bN15swZQ3t0RnV1dY1+La+++mp169at2TWDBw92635QXl6uZ555ptWznnnmGZ09e9Y1vuKKK1r8IkAwIUEPAAAAAAAAAJ2R3easnAcAnJcSEhJ06aWXusZHjhxpNTG6detWzZw5s6NDa5PQ0NBGFfN33XWXq9K9KQ6HQzNnzlR+fr6hs2677TYNGjTINd67d6+uu+46FRZ6fv2L3W7Xq6++qqefftrQ2b7w5JNPGmo1L0kVFRW64447tGHDBrfnc+bMaXXtggUL3MZ/+MMftHHjxmbnf/zxx41+3Z544gnPgw1wJOgBAAAAAAAAoDMqL/J+5bwkmS1S9Ld3zdrstTpyqsLtdby0A84FABh21113uY0fffRRzZ07VyUlJW7PCwsL9fjjj2vMmDEqKSnRhRde6MswPfarX/3KrYq6pKREV155pf70pz+ptLTUbe6WLVs0btw4vfbaa5Kkfv36eXxOaGio3njjDcXGxrqe/fe//9Ull1yixx9/XHv37m1yXVFRkdauXat77rlHvXv31vTp0w1/OcAXtm7dqkmTJumSSy7R7373O23ZskWVlZVNzj106JAWLVqkgQMH6vXXX3f72ZQpU5SWltbqeddee60mTZrkGtvtdk2ePFlLlixRRUWF6/nZs2e1ePFiXXvttbLb7a7naWlpGj9+vNGPGbC4gx4AAAAAAAAA4LnUNCnMosrqWmWu3qn1eUWqqqnzd1QAgCbcddddeumll7Rjxw5JzoryP/zhD/rjH/+o7373u4qOjlZxcbEOHjzoWpOQkKCXX35ZY8eO9VPUzQsPD9fKlSs1duxY15cMysrK9Mtf/lKZmZlKSUlRVFSUjhw5om+++ca1bvDgwZo1a5buvfdej89KTU3Vm2++qVtvvdV1VklJiRYsWKAFCxaoR48eSkhIUFRUlEpLS3XixAm3u9mDQW5urh577DE99thjCg0NVZ8+fdS1a1d16dJFZWVlKiwsbPRljnoTJ07U8uXLPT7rtdde08iRI12/12w2m2bPnq25c+eqf//+cjgc+uqrr2SzuX/J78ILL9Tf//73Nn/GQESCHgAAAAAAAAA6A7vNWTVfr9TzNrweMVucyfn0pZKkzNU7tXbXMe+eAQDwKrPZrKysLE2YMEEHDhxwPa+pqVFeXl6j+X379tU777yjqKgoX4ZpyODBg5WTk6Mbb7zRLQlfVVWlL774otH8iy++WOvWrdP7779v+Kxx48Zp69at+vGPf6ytW7e6/ezEiRM6ceJEi+tNJpOSkpIMn+sPtbW1KigoUEFBQYvzIiIi9Mgjj+jhhx9WWFiYx/vHx8fro48+Unp6unbu3Ol6XllZqdzc3CbXDB06VG+//bbi4uI8PicYkKAHAAAAAAAAgGBWXSFlZzjvm/e0pf2MHMmaaOyc6HgpzCLJ2dZ+fV5RKwsAAIGgX79++uyzz/TYY4/p5ZdfVlVVVaM5Xbp00cyZM7VgwQJ17dpVhw4d8n2gBowYMUL5+fl6+OGH9frrr7u1Sa8XExOjWbNm6fHHH2/XFw4uvPBCbdmyRWvWrNHixYu1adMmVVdXNzs/NDRUI0aM0HXXXafbbrtN/fv3b/PZHWXJkiWaMGGC3nvvPf33v//VyZMnW11z0UUX6bbbbtPPfvYz9e3bt03nJicna8uWLVq8eLGWLFmiwsKmv0yYmJio2bNn64EHHlB4eHibzgpkJofD4fB3EEBLcnNzdckll7jGe/bs0aBBg/wYEQAAAAAAABBAVs2QcrOMrXlgl9Qtuc1HHjlVoauf+cjwughziHY+PkmWsNA2n43Axd/l+kZNTY327dvn9uw73/mOzGZqMtG6s2fP6uOPP9bBgwd1+vRpRUZGasCAARo9enRAV8235OzZs/roo49UUFCgkpISxcbG6uKLL9ZVV10li8Xi9fMqKir06aef6siRIzp58qQqKysVHR2tHj16KDU1VRdffHHQ/VoePHhQe/fuVUFBgc6cOaOqqipFRUUpNjZWSUlJGjZsmC644AKvnllXV6ft27dr586drk4IPXv21NChQzVs2DCFhIR49bxz+fvPUf60BgAAAAAAAIBgZbc5K+eDxMSB8STnAcCPoqKilJaW5u8wvCoqKko33HCDz86LjIzUNddc47PzfCElJUUpKSk+PTMkJESXXXaZLrvsMp+eGwhI0AMAAAAAAABAsCov8rytfT2zxdmu3ocizCGaODBeC6cM8em5AAAAgYYEPQAAAAAAAACcT1LTXHfJd4RVs0Yqweq+f1xMBJXzAAAAIkEPAAAAAAAAAMHBbnNWzJ+rtNDz9WaLMzmfvtS7cTWQYLUoqXtkh54BAAAQrEjQAwAAAAAAAEAgq66QsjOcd80baWc/I0eyJn47jo7v0Mp5AAAAtI4EPQAAAAAAAAAEsuwMKTfL+DprotQt2fvxAAAAoM1C/B0AAAAAAAAAAKAZdpuzch4AAACdAgl6AAAAAAAAAAhU5UXG2trXM1ucLe0BAAAQUEjQAwAAAAAAAEBnk5rGffMAAAABiDvoAQAAAAAAAKCTqAu1yNZ/sk6NXijHqYoOO+d4aRuq+gEAAECCHgAAAAAAAACC0owcyZoom71Ov383X5v2Feuozaqq3eHS7s/8HR0AAACaQIIeAAAAAAAAAIKRNVHqlqw5//if1uY7JPXwd0QAAABoBXfQAwAAAAAAAECQstlrtT6vyN9hAAAAwEMk6AEAAAAAAAAgSBWXVamqps7fYbhEmEMUFxPh7zAAAAACFgl6AAAAAAAAAIBXTBwYL0tYqL/DAAAACFjcQQ8AAAAAAAAAvmK3SeUGWtKXFnZcLF4UYQ7RxIHxWjhliL9DATo9k8nU6JnD4fBDJAAQnOrqGncfCgnxXV07CXoAAAAAAAAA6GjVFVJ2hvTlO1KNzSdHrpo1UglWi0/OiouJoHIe8JGmkkh2u11hYWF+iAYAgo/dbncbm0ymJr/81FFI0AMAAAAAAABAR8vOkHKzfHpkgtWipO6RPj0TQMczmUwKDw9XdXW161l5ebkiI/n3HQA8UVpa6jYOCwvzaYKeO+gBAAAAAAAAoCPZbc7KeQDwkpiYGLdxaWkpbe4BwAM1NTWNEvSxsbE+jYEEPQAAAAAAAAB0pPIi77e1N1uk6Hjv7gkgaDRM0Nvtdh09epQkPQC0oLq6WgUFBY3uoPd1gp4W9wAAAAAAAAAQbFLTpDCLpAp/RwLADywWi8LCwtzuUS4rK9OBAwdktVoVHR0ts9nc5H31AHC+cDgcqq2tVUVFhcrLy1VRUdHoi0xRUVEKCwvzaVwk6AEAAAAAAADgXHabs+rdW0oLvbeX2eJMzqcv9d6eAIKOyWRSYmKiDh8+7JZsstvtOnnypE6ePOnH6AAgOISFhSk+3vcdiUjQAwAAAAAAAIAkVVdI2RnO++K93ZK+OTNyJGui5/Oj4/+vch7A+S4yMlJ9+/ZtlKQHALQuIiJCSUlJPq+el0jQAwAAAAAAAIBTdoaUm+XbM62JUrdkj6ba7LUqLqvSuW3tj5f66IsEAAJSfZK+sLDQrd09AKB5MTEx6tWrl0JDQ/1yPgl6AAAAAAAAALDbnJXzAaiyulaZq3dqfV6Rqmrq/B0OgAATGRmpCy+8UFVVVSotLVVZWZmqq6v9HRYABIzQ0FBFR0crOjpaUVFRfkvM1yNBDwAAAAAAAADlRb5ra1/PbHG2rG9F5uqdWrvrmA8CAhCsTCaTLBaLLBaLevbsKYfDobq6OlrfAzivmUwmhYSEyGQy+TsUNyToAQAAAAAAAMAfUtNavU/eZq/V+rwiHwUEoLMwmUx+rxAFADSNBD0AAAAAAACAzsduc1bFe6q0sONiachscSbn05e2OrW4rKpNbe0jzCGKi4loS3QAAADoQCToAQAAAAAAAHQe1RVSdobzPnlvtayfkSNZE72zl+Rsa99K5Xx7TRwYL0sY1bMAAACBhgQ9AAAAAAAAgM4jO0PKzfLuntZEqVuyd/fsIBHmEE0cGK+FU4aHsDckAAAgAElEQVT4OxQAAAA0gQQ9AAAAAAAAgM7BbnNWzp8nVs0aqQSreyV+XEwElfMAAAABjAQ9AAAAAAAAgM6hvMh7be3rmS3OlvQBKMFqUVL3SH+HAQAAAANC/B0AAAAAAAAAAASs1LQOvy8eAAAA5w8q6AEAAAAAAAAEH7vNWTF/rtJC7+1vtjiT8+lLvbcnAAAAznsk6AEAAAAAAAAEj+oKKTvDede8kXb2M3Ika6Ln86PjqZwHAACA15GgBwAAAAAAABA8sjOk3Czj66yJUrdk78cDAAAAGMAd9AAAAAAAAACCg93mrJwHAAAAghQV9AAAAAAAAACCQ3mRsbb29cwWZ8t6D9nstSouqzJ+Tgc4XtqGzwsAAICARYIeAAAAAAAAQOeWmubRffKV1bXKXL1T6/OKVFVT54PAAAAAcL4hQQ8AAAAAAAAgMNltzqr5eqWFxtabLc7kfPpSj6Znrt6ptbuOGTsDAAAAMIAEPQAAAAAAAIDAUl0hZWc475v3tKX9jBzJmuj+LDreo8p5ydnWfn1eUesTAQAAgHYgQQ8AAAAAAAAgsGRnSLlZxtZYE6VuyW0+srisKqja2keYQxQXE+HvMAAAAGBQiL8DAAAAAAAAAAAXu81ZOY8WTRwYL0tYqL/DAAAAgEFU0AMAAAAAAAAIHOVFnre1r2e2ONvZnwcizCGaODBeC6cM8XcoAAAAaAMS9AAAAAAAAACCW2qax3fNt8WqWSOVYO24/Y2Ii4mgch4AACCIkaAHAAAAAAAA4B92m7Ni/lylhZ6vN1ucyfn0pd6Nq4EEq0VJ3SM79AwAAACcH0jQAwAAAAAAAPCt6gopO8N517yRdvYzciRr4rfj6PgOrZwHAAAAvI0EPQAAAAAAAADfys6QcrOMr7MmSt2SvR8PAAAA4CMh/g4AAAAAAAAAwHnEbnNWzgMAAADnIRL0AAAAAAAAAHynvMhYW/t6ZouzpT0AAAAQxEjQAwAAAAAAAAh8qWncNw8AAICgxx30AAAAAAAAANrObnNWxXuqtNDY/maLMzmfvtTtsc1eq+KyKmN7teB4aRuq+gEAAACDSNADAAAAAAAAMK66QsrOcN4n35aW9U2ZkSNZE92fRce7Vc5XVtcqc/VOrc8rUlVNnXfOBQAAAHyEBD0AAAAAAAAA47IzpNws7+5pTZS6Jbc4JXP1Tq3ddcy75wIAAAA+wh30AAAAAAAAAIyx25yV8z5ms9dqfZ6BdvoAAABAgCFBDwAAAAAAAMCY8iLvtbWvZ7Y429m3oLisyudt7SPMIYqLifDpmQAAAOi8SNADAAAAAAAA8L/UNLe75gPFxIHxsoSF+jsMAAAAdBLcQQ8AAAAAAADAf8wWZ3I+fam/I3ETYQ7RxIHxWjhliL9DAQAAQCdCgh4AAAAAAACA98zIkayJns+PjvdK5fyqWSOVYPVeBX5cTASV8wAAAPA6EvQAAAAAAAAAvMeaKHVL9vmxCVaLkrpH+vxcAAAAwAjuoAcAAAAAAAAAAAAAwAdI0AMAAAAAAAAAAAAA4AMk6AEAAAAAAAAAAAAA8AHuoAcAAAAAAADQMrtNKi/6dlxa6L9YAAAAgCBGgh4AAAAAAABA06orpOwM6ct3pBqbv6MBAAAAgh4JegAAAAAAAABNy86QcrP8HQUAAADQaZCgBwAAAAAAANCY3easnDeo8IxNtY6KDghIOl5KFT8AAACCGwl6AAAAAAAAAI2VFxlua29zhGncn/NUpf0dFBQAAAAQ3EL8HQAAAAAAAACAzmF93XBVKdzfYQAAAAABiwp6AAAAAAAAoDOw25xV795SWujxVJsjTOvrhivTfo/3zgcAAAA6IRL0AAAAAAAAQDCrrpCyM5z3xRtsSd9WRVPe0q2vF7jGxY5Yv1bOR5hDFBcT4bfzAQAAAE+RoAcAAAAAAACCWXaGlJvl0yNroxP1taPCp2e2ZOLAeFnCQv0dBgAAANAqEvQAAAAAAABAsLLbnJXz56kIc4gmDozXwilD/B0KAAAA4BES9AAAAAAAAECwKi/yWVt7F7NFtZFxkvY3+eNVs0YqwWrxSShxMRFUzgMAACCokKA/z9hsNm3evFlffPGFSkpKFB4erj59+ujyyy9X//79/R0eAAAAAAAAmmO3ORPy5yot9H0cqWmSufkEfILVoqTukT4MCAAAAAgeJOgD2I9//GP985//dHuWnJysQ4cOGd6ruLhY8+fP19///nedPXu2yTnDhw/XvHnzlJ6e3pZwAQAAAAAA0BGqK5z3zH/5ju+r5c9ltjiT8+lLpXL/hQEAAAAEMxL0AWrNmjWNkvNttWHDBk2dOlUnTpxocd727dt1880364477tBLL72k8PBwr5wPAAAAAACAdsjOkHKzjK+bkSNZE70XR3S8FFZfOV/hvX0BAACA8wgJ+gB05swZ/eIXv/DKXps2bVJaWpoqKyvdnnft2lUpKSkqKSnRkSNHVFtb6/rZa6+9pvLycq1evVomk8krcQAAAAAAAKAN7DZn5XxbWBOlbsnejQcAAABAu4T4OwA0lpmZqaNHj0qSoqKi2rxPSUmJfvSjH7kl55OTk/XWW2/p1KlT+t///qeDBw/q0KFDuueee9zWZmVladGiRW0+GwAAAAAAAF5QXtS2tvZmi7PiHQAAAEBAIUEfYDZs2KC//vWvkqSQkBA9/vjjbd5r4cKFKiwsdI1TUlK0efNmpaenu1XG9+nTR3/+85/15JNPuq1fsGCBSkpK2nw+AAAAAAAA/CQ17Zx29AAAAAACBS3uA0hlZaVmzpwph8MhSbr//vt12WWXtWmv4uJi/elPf3J79tJLLykxsfl7x+bOnav33ntPGzdulORstf/HP/6xUeIeAAAAAAAAHcRuc1bN1ystbH5uU8wWZ3I+famhZTZ7rYrLqjyef7y0DVX9AAAAAEjQB5J58+bpwIEDkqS+ffvqiSee0LZt29q01z//+U+Vl5e7xqNHj9b48eNbXGMymfT444+7zXvllVf0xBNPcBc9AAAAAABAR6qukLIznPfNe9rSfkaO8575c0XHG6qcr6yuVebqnVqfV6SqmjoDAQMAAABoC1rcB4itW7dq8eLFrvHSpUsVHR3d5v2ys7Pdxj//+c89Wjdu3DilpKS4xsePH9enn37a5jgAAAAAAADggewMKTfL2H3z1kSpW7L7y2Bb+8zVO7V21zGS8wAAAICPkKAPAHa7XT//+c9VW1srSZo6dapuuOGGNu9XXl7ualNfb9KkSR6tNZlMmjBhgtuztWvXtjkWAAAAAAAAtMJuc1bO+5jNXqv1eUWtTwQAAADgNSToA8BTTz2l3bt3S5K6du2q559/vl375ebmym63u8YpKSlKSEjweP2oUaPcxp9//nm74gEAAAAAAEALyouMVc5Lzrvmo+PbdWxxWZXXK+cjzCGKi4nw6p4AAABAZ0KC3s/y8vL05JNPusZPP/20oWR6U/Lz893GAwcONLS+4fyG+wEAAAAAAMDPUtMMt7P3hYkD42UJC/V3GAAAAEDAMvs7gPNZXV2dfv7zn6u6ulqSdPXVV+uuu+5q975ffvml2zgpKcnQ+obzCwoKZLPZZLEE3n/0AQAAAAAABBW7zVkxf67SQs/Xmy3O5Hz6Uu/G1U4R5hBNHBivhVOG+DsUAAAAIKCRoPej559/Xp9++qkkKTw8XC+++KJMJlO79/3mm2/cxn369DG0Pj4+XmazWTU1NZKcXyQ4efKkevfu7ZXYiouLDa3Zv39/u88FAAAAAADwq+oKKTvDede8kXb2M3Ika+K34+h4n1TOr5o1UglWz8+Ji4mgch4AAADwAAl6Pzl48KAeffRR13ju3LkaMGCAV/YuLy93G0dFRRlabzKZ1KVLF5WVlTW7Z1stW7ZM8+fP98peAAAAAAAAQSM7Q8rNMr7Omih1S/Z+PK1IsFqU1D3S5+cCAAAAnR130PvJ3XffrbNnz0qSBgwYoN/+9rde27thMr0trem7dOnS4p4AAAAAAADwkN3mrJwHAAAAcN4jQe8HL7/8st5//31Jzmr1F198UeHh4V7b32Zzb5PWlr0jIiLcxpWVle2KCQAAAAAA4LxVXmSsrX09s8XZ0h4AAABAp0GLex87duyY5syZ4xrPnDlTV199tVfPaFgxX11dbXiPqqqqFvdsq3vvvVdTp041tGb//v26+eabvXI+AAAAAABA0EhN88l98wAAAAB8hwS9j2VkZOj06dOSpISEBD3zzDNePyM6Otpt3LCi3hMNK+Yb7tlWPXv2VM+ePb2yFwAAAAAAQMCx25wV8+cqLTS2h9niTM6nL/VeXAAAAAACAgl6H1q1apXefPNN13jJkiXq2rWr189pmEyvv+veUw6Ho8MS9AAAAAAAAJ1SdYWUneG8a95IO/sZOZI10f1ZdDyV8wAAAEAnRYLehzIzM13vr7/+ev3whz/skHMaVqh//fXXhtYXFRWppqbGNQ4JCVGPHj28EhsAAAAAAECnlJ0h5WYZX2dNlLoleyUEm71WxWVVrU/8P8dLjXddBAAAANA+JOh9qL61vSStW7dOJpPJ8B4FBQWN1u3YsUNDhw51jVNTU91+fvjwYUNnNJyfnJzstTvoAQAAAAAAOh27zVk57yeV1bXKXL1T6/OKVFVT57c4AAAAALSOBH0nNGDAALdxXl6eofX5+fkt7gcAAAAAAIBzlBcZa2tfz2xxtrNvp8zVO7V217F27wMAAACg44X4OwB436BBgxQWFuYaHzp0SMeOef4faZ988onb+NzqfAAAAAAAAHhJalq775q32Wu1Pq/ISwEBAAAA6GhU0PtQdna27Ha7oTU7d+7UnDlzXOP4+HitWLHCbc5FF13kNo6JidHo0aP1wQcfuJ6tX79ed9xxR6vnORwOvf/++27PbrzxRkMxAwAAAAAAdGp2m7Nqvl5pobH1ZoszOZ++tN2hFJdVeb2tfYQ5RHExEV7dEwAAAIATCXofGjNmjOE1ZrP7PyKLxaIJEya0uu6mm25yS9C//PLLHiXoP/roIx08eNA1jo+P1+WXX24gYgAAAAAAgE6qukLKznDeN+9pS/sZOZI10f1ZdHy7K+c70sSB8bKEhfo7DAAAAKBTosV9JzVt2jRFRUW5xhs3btSHH37Y4hqHw6H58+e7PZsxY4ZCQvhtAgAAAAAAoOwMKTfL2H3z1kSpW7L7K0CT8xHmEN0wuJcWThni71AAAACATosK+k6qZ8+euu+++/T000+7ns2cOVObNm1SYmJik2ueeuopbdy40TWOjY1VZmZmh8cKAAAAAAAQ8Ow2Z+V8EFk1a6QSrJ5/GSAuJoLKeQAAAKCDURrdiT300ENKSEhwjQ8ePKgrr7xSb7/9thwOh+v5119/rVmzZumRRx5xW//II4+oe/fuPosXAAAAAAAgYJUXGaucl5x3zUfHd0w8HkiwWpTUPdLjF8l5AAAAoONRQd+Jde/eXf/61780efJk2WzO/4AsKChQenq6unbtqpSUFJ0+fVqHDx9WbW2t29r09HTNmTPHH2EDAAAAAAB0DqlpAdvOHgAAAIB/BE2CvqamRvn5+Tp06JCOHDmiM2fO6OzZs5KkqKgoxcbGqm/fvurXr58GDBggszloPlqHGj16tNatW6epU6fq1KlTruenT5/Wjh07mlzzk5/8RK+88opMJpOvwgQAAAAAAAgcdpuzYv5cpYWerzdbnMn59KXejQsAAABA0AvYLHZ1dbU2btyonJwcbdy4Ubt371Z1dbVHa8PDw/W9731Po0eP1uTJkzVmzBiFh4d3cMSB65prrlFeXp7mz5+vV199VRUVFU3Ou/TSS/Xoo4/qlltu8XGEAAAAAAAAAaC6QsrOcN41b6Sd/YwcyZr47Tg6nsp5AAAAAE0KuAT9hx9+qBUrVigrK0tlZWWS5HZf+rnqK7wb/ryqqkrbtm3T9u3btWjRIkVHR+sHP/iBbr/9dk2YMKFjP4CXjR07ttnPb0R8fLyWLVumZ599Vps3b1Z+fr5Onz6t8PBw9e7dW5dffrkuuugiL0QMAAAAAAAQpLIzpNws4+usiVK3ZO/HAwAAAKDTCYgEfWVlpf72t7/pT3/6k/bu3Svp26S7yWRqNhHfWuK+fk5ZWZmWL1+u5cuX6zvf+Y5++ctfavr06YqMjOyIjxPQunTpovHjx2v8+PH+DgUAAAAAACBw2G3OynkAAAAA6EB+TdDbbDYtW7ZMzzzzjIqLi92S8vUcDodCQkJ00UUXacCAAUpMTFSvXr0UHR2tyMhIORwOVVZWqry8XIWFhSosLNQXX3yhAwcOqK6uzu08h8OhvXv36v7779f8+fP1m9/8Rvfee68sFlqOAQAAAAAAnNfKi4y1ta9ntjhb2nvIZq9VcVmV8XOacby0DTEDAAAA8Bu/JehXrFihhx9+WMeOHZPD4XBLyoeFhWns2LEaN26cxowZo6FDhxpOottsNu3YsUMff/yxNmzYoA0bNrjdYV9cXKzMzEw9++yzevrpp3X77bd77bMBAAAAAADgPJGa5tF985XVtcpcvVPr84pUVVPX6nwAAAAAnZNfEvRXXnmlPvvsM0nurewnT56sO+64Q9dff71iYmLadYbFYtHIkSM1cuRIPfzwwyorK9O6deu0fPlyvffee3I4HHI4HDp27JjuvPNOLVu2TJs3b273ZwMAAAAAAEAQsNucVfP1SguNrTdbnMn59KUeTc9cvVNrdx0zdgYAAACATscvCfpPP/1UJpNJDodD3bt317333qu7775bffr06bAzY2JiNG3aNE2bNk1Hjx7VX/7yF73wwgs6efKkHA6H6wsDAAAAAAAA6MSqK6TsDOd98562tJ+RI1kT3Z9Fx3tUOS8529qvzytqfSIAAACATi/EXwfHxcVp0aJFOnz4sBYsWNChyfmGevfurQULFujw4cNatGiRevbs6bOzAQAAAAAA4EfZGVJulrH75q2JUrdk95eHyXlJKi6r8nlb+whziOJiInx6JgAAAIDW+SVB/7vf/U4HDhzQAw88oMjISH+EIEnq0qWLHnjgAX311VdasGCB3+IAAAAAAACAD9htzsr588DEgfGyhIX6OwwAAAAADfilxf0jjzzij2ObFRkZGXAxAQAAAAAAwMvKi4xVzkvOu+aj4zsmng4QYQ7RxIHxWjhliL9DAQAAANAEvyToAQAAAAAAgKCQmmaonb1Rq2aNVILVe/vHxURQOQ8AAAAEMBL0AAAAAAAACD52m7Mi3ojSQs/nmi3O5Hz6UmNnGJRgtSipu/+ugAQAAADgWyToAQAAAAAAEDyqK6TsDOdd8kbb1bdkRo5kTfx2HB3foZXzAAAAAM5PJOgBAAAAAAAQPLIzpNws7+9rTZS6JXt/XwAAAAA4R1Am6E+dOqVNmzYpPz9fp06d0pkzZ1RXV6df//rXSk1N9Xd4AAAAAAAA6Ah2m7NyHgAAAACCVFAl6NetW6dnn31WGzdulMPhaPTzadOmNZmg/+1vf6tt27ZJkpKTk/XSSy91eKwAAAAAAADwsvIi77a1r2e2OFvaAwAAAEAHC4oEfUlJiWbMmKE1a9ZIkis5bzKZ3N435/vf/77+8Ic/uOY9+OCDGjhwYAdHDQAAAAAAgKCQmsZ98wAAAAB8IuAT9CdPntSoUaO0b98+ORwOt0R8/bipavpz/eAHP1CfPn309ddfS5L+8Y9/6IknnujQuAEAAAAAANBOdpuzar5eaaFXt68LtcjWf7JOjV4ox6kKr+59ruOlHVD1DwAAACAoBXSC3uFwKD09XXv37nUl5iMjI/Wzn/1MkyZNUlJSkoYOHdrqPiaTSbfeequWLFkiSXrvvfdI0AMAAAAAAASq6gopO8N537ynLe1n5EjWxFan2ex1+v27+dq0r1hHbVZV7Q6Xdn/WzoABAAAAwDMBnaB//fXXtXnzZldy/vLLL1dWVpZ69erlNq+l9vb1rr/+ei1ZskQOh0M7duxQWVmZYmJiOiRuAAAAAAAAtEN2hpSbZWyNNVHqltzqtDn/+J/W5jsk9WhbbAAAAADQDiH+DqAl9ffGOxwO9e/fXzk5OY2S854aPny4673D4VBeXp5XYgQAAAAAAIAX2W3OyvkOYLPXan1eUesTAQAAAKCDBGyCvqCgQHl5eTKZTDKZTHryyScVGxvb5v26devmltzfu3evN8IEAAAAAACAN5UXed7Wvp7ZIkXHtzqtuKxKVTV1bQzM+yLMIYqLifB3GAAAAAB8KGAT9Fu2bJHkrHa3WCy6+eab271n9+7dXe9LSkravR8AAAAAAAACQGqaFGbxdxSGTRwYL0tYqL/DAAAAAOBDAXsHfVGRs92YyWRS//79FR4e3u49o6OjXe/Pnj3b7v0AAAAAAADQCrvNWRXvqdJCz+eaLc7kfPpS43H5UYQ5RBMHxmvhlCH+DgUAAACAjwVsgr68vNz1/tzEenuUlZW53kdFRXllTwAAAAAAADShukLKznDeJ2+0ZX1zZuRI1sRvx9HxXqucXzVrpBKsvqnCj4uJoHIeAAAAOE8FbIL+ggsucL33Vjv6wsJvv4F97v4AAAAAAADwsuwMKTfLu3taE6Vuyd7d8/8kWC1K6h7ZIXsDAAAAQL2AvYM+Pj5ekvMO+q+++koVFRXt2m/Pnj06ffq0a5ySktKu/QAAAAAAANAMu81ZOQ8AAAAAcBOwCforrrhCJpNJJpNJtbW1evfdd9u139/+9jfX+8jISI0YMaK9IQIAAAAAAKAp5UXea2tfz2xxtrQHAAAAgCAWsAn6nj176tJLL5XD4ZAk/f73v1dtbW2b9tq3b59efPFFV8L/mmuukdkcsN39AQAAAAAA0FBqmtfumwcAAAAAfwnYBL0k3Xfffa73n3/+uWbPnm14j8LCQt188806e/asK9k/Z84cr8UIAAAAAABwXrPbpJIC91dpoff2N1ukQbdI6Uu9tycAAAAA+ElAl5Hfeeedeu6555SbmyuHw6Fly5bpyJEjeu6559S/f/8W19bU1OjVV1/VvHnzVFRUJJPJJEmaOHGirr76al+EDwAAAAAA0HlVV0jZGc675o20s5+RI1kTPZ8fHU/lPAAAAIBOI6AT9CaTSatWrdKoUaNUUlIih8OhNWvWaO3atRo5cqS+//3vS5IcDodMJpNeffVVvf3229q/f782bdqksrIy188cDoeSkpK0fPlyP38qAAAAAACATiA7Q8rNMr7Omih1S/Z+PA3Y7LUqLqtye3a81MAXCQAAAACgAwR0gl6SUlNTtWbNGt18880qLi6WJNXV1Wnz5s3avHmza57D4dCKFSvcxpJcyfnevXtrzZo1iouL8+0HAAAAAAAA6GzsNmflfACqrK5V5uqdWp9XpKqaOn+HAwAAAABuAvoO+nojR47U559/rvHjx7sS7/VMJpPr1fC55EzUjx8/Xtu3b9fgwYN9FjMAAAAAAECnVV5krK19PbPF2bK+A2Wu3qm1u46RnAcAAAAQkIIiQS9JvXr10vr167Vx40bdcsstio6OlsPhaPYVERGha6+9Vh988IHWr1+vnj17+vsjAAAAAAAAnN9S0zr0PnmbvVbr84o6bH8AAAAAaK+Ab3Hf0FVXXaWrrrpKdXV1+vzzz5Wfn6+TJ0/q9OnTioyMVI8ePZSSkqIrrrhCERER/g4XAAAAAAAguNltzor5c5UWGtvDbHEm59OXei+uJhSXVbWpcj7CHKK4GP4eCQAAAEDHC7oEfb2QkBANGzZMw4YN83coAAAAAAAAnU91hZSd4bxr3kg7+xk5kjXR/Vl0fIdWzrfXxIHxsoSF+jsMAAAAAOeBoE3QAwAAAAAAoANlZ0i5WcbXWROlbsnej6cDRJhDNHFgvBZOGeLvUAAAAACcJ0jQAwAAAAAAwJ3d5qyc70RWzRqpBKt7FX9cTASV8wAAAAB8KsTfAbRk2LBhev7553XixAl/hwIAAAAAAHD+KC8y1ta+ntnibGcfgBKsFiV1j3R7kZwHAAAA4GsBnaD//PPP9eCDD6p3795KT09XVlaW7Ha7v8MCAAAAAABAU1LTAvqueQAAAADwt4BO0Nez2+1au3atpk6dql69eun+++/X1q1b/R0WAAAAAABA52C3SSUF375KC42tN1ukQbdI6Us7Jj4AAAAA6CQC/g56h8Mhk8nken/q1CktW7ZMy5YtU2pqqqZPn67bb79diYmJfo4UAAAAAAAgyFRXSNkZzvvmPW1pPyNHsjb4e5joeCrnAQAAAMADAV1Bv2/fPj366KNKTk6Ww+GQJLdk/RdffKG5c+cqOTlZkydP1sqVK2WzteF+NAAAAAAAgPNRdoaUm2XsvnlrotQt2f1Fch4AAAAAPBLQCfoLL7xQCxYs0FdffaUNGzZo+vTpio6OdkvWOxwO1dbW6v3339ftt9+uhIQE3XXXXfrPf/7j5+gBAAAAAAACmN3mrJwHAAAAAPhMwLe4rzd69GiNHj1aS5cuVVZWlpYvX67333+/UQv80tJSvfLKK3rllVfUr18/3XnnnfrpT3+qlJQUP38CAAAAAACAAFJeZKxyXnLeNR8d77UQbPZaFZdVeW2/46V0VgQAAAAQ2IImQV+vS5cuuu2223Tbbbfp2LFjWr58uZYvX67c3FxJ7i3wDx48qPnz52v+/Pm66qqrNH36dE2dOlXR0dH+/AgAAAAAAADBKTXNK+3sK6trlbl6p9bnFamqps4LgQEAAABAcAjoFvet6dWrlx566CHt3r1b27Zt03333acLLrigyfvqN23apJkzZyohIUG33367P8MGAAAAAADwPrtNKinw/FVa6PneZos06BYpfalXQs1cvVNrdx0jOQ8AAADgvBN0FfTNGTZsmIYNG6bnnntO77zzjl577TWtXbtW1dXVkuRK2ldUVGjlypVasWKFP8MFAAAAAADwjuoKKTvDeZ+80Zb1zZmRI1kTvx1Hx3ulcl5ytrVfn+YmbJUAACAASURBVFfklb0AAAAAINgEdQV9U8xms2666SatXr1ax44d09KlSzVixAhJ31bUAwAAAAAAdBrZGVJulveS85IzOf//2bvb6KjKc//jvz2ZMCMmA8HGiSMYKthIqGB9aMWD1mrBNtrGWpClhdKU1oOmVWlPaM/RVcWHlh5s5bCMtrXVWjzYlpSaFjixqValasW2GiRBkAoCBsbwmIRkkkmy/y/2PwMDgcwke7J3Jt/PWllr9s7e933N0jf6y3XdOflHfmwK5yWpoaltwDvnfV6PcrN9A7onAAAAAPQk7QL6o+Xk5GjChAmaMGGCfD7+IwwAAAAAAKSZaMTqnMdJTSsMyp+Z4XQZAAAAAJA+I+6P9s477+hXv/qVnnrqKe3YscPpcgAAAAAAAFKjOWxv57xknTefFbR3TYf4vB5NKwxqyYzJTpcCAAAAAJLSKKA/ePCgfv3rX+vJJ5/U+vXrJR05d757tH339YUXXuhMkQAAAAAAAG5XUGTrSPtkrJw/RXkB+/bOzfbROQ8AAADAVQZ1QN/Z2am1a9fqySef1Jo1a9Te3i7JCuINw5BhGDJNU6Zp6owzztDs2bM1d+5cFRYWOlw5AAAAAABAkqIRq2P+aI319q3v9VvhfHG5fWsmKS/g15hRwx3bHwAAAABSbVAG9P/85z/15JNP6te//rX27t0rqedueb/fr+uuu05z587VtGnT5PF4HKsZAAAAAACgT9pbpMpS66z5ZMbZl1RJgVDiz2cFHeucBwAAAIChYtAE9Lt379by5cu1fPly1dXVSYoP5Y/ulr/00ks1d+5czZo1S4FAwMmyAQAAAAAA+qeyVKpdlfx7gZCUk29/PQAAAACAPnN1QN/a2qpVq1bpV7/6lZ5//nl1dXWdMJTPz8/XnDlz9OUvf1njx493uHIAAAAAAAAbRCNW5zwAAAAAIC24OqAPBoM6fPiwpPhu+e5QPisrS1/84hc1d+5cXXHFFQ5WCgAAAAAAkALN4eTG2nfz+q2R9QAAAAAAV3F1QN/c3Bw7U747mJekT33qU5o7d65mzJih4cOHO1kiAAAAAACA+xQUcZ48AAAAALiQqwN66Ujn/DnnnKMvf/nLmjNnjs466yyHqwIAAAAAALBZNGJ1zB+tsT65Nbx+K5wvLk/qtUi0Uw1Nbcnt1Ud7GvswEQAAAAAA0oSrA/oRI0Zo1qxZmjt3rqZMmeJ0OQAAAAAAAPZrb5EqS62z5pMZZ19SJQVC8feygkl1zre2d6qsokbVdWG1dXQlvjcAAAAAoE9cHdDv2bNHPp/P6TIAAAAAAABSp7JUql2V/HuBkJST36+tyypqtHrD7n6tAQAAAABInMfpAk6GcB4AAAAAAKS1aMTqnHdAJNqp6rpw7w8CAAAAAGzj6oAeAAAAAAAgrTWHkxtr383rt8bZ90NDU5urxtr7vB7lZtOsAQAAACC9EdADAAAAAAAMNgVFSZ01PxhMKwzKn5nhdBkAAAAAkFKuPoMeAAAAAAAgrUQjVtd8t8b65N73+q1wvrjc3roc5PN6NK0wqCUzJjtdCgAAAACknCMB/fTp0+OuDcPQs88+2+tzdjnRfgAAAAAAACnR3iJVllrnzSc60r6kSgqE4u9lBQekc37l/CnKCwxMh35uto/OeQAAAABDhiMB/Z///GcZhiFJMk0z9vlkz9nlZPsBAAAAAACkRGWpVLsquXcCISknPzX19CIv4NeYUcMd2RsAAAAA0hln0AMAAAAAAKRSNGJ1zgMAAAAAhjzHzqA3TdPW5wAAAAAAAFypOZz4WPtuXr81zh4AAAAAkFYcCeij0aitzwEAAAAAAKSVgqIBOWseAAAAADCwHAnoMzIybH0OAAAAAADAFaIRq2P+aI31ib/v9VvhfHG5vXUBAAAAAFzBsRH3AAAAAAAAaaO9Raostc6aT2acfUmVFAgduc4K0jkPAAAAAGmMgB4AAAAAAKC/Kkul2lXJvxcISTn5tpQQiXaqoakt4ef3NCbxhwQAAAAAAFu4OqCvrz8yAi43N1eZmZl9XisajaqhoSF2HQqFTvI0AAAAAABAgqIRq3PeIa3tnSqrqFF1XVhtHV2O1QEAAAAA6J2rA/rRo0fLMAxJUnV1ta688so+r/XSSy9p+vTpkiTDMNTR0WFLjQAAAAAAYIhrDic31r6b12+NtO+nsooard6wu9/rAAAAAABSz9UBvSSZphkL6e1YCwAAAAAAwBUKivp93nwk2qnqurBNBQEAAAAAUs31Ab1d4TwAAAAAAIAreP1WOF9c3u+lGprabB9r7/N6lJvts3VNAAAAAIDF9QE9AAAAAADAoFVSJQVC8feygv3unE+laYVB+TMznC4DAAAAANLSkAnoI5EjZ8H5/e79j2AAAAAAAJBGAiEpJ9/pKhLi83o0rTCoJTMmO10KAAAAAKStIRPQv/vuu7HPgUDAwUoAAAAAAABSb+X8KcoLJN6kkJvto3MeAAAAAFJsSAT0XV1dWr58uSTrTPtzzjnH4YoAAAAAAABSKy/g15hRw50uAwAAAABwFMcD+hUrViT03HPPPac9e/YkvK5pmmppadG2bdtUWVmpt99+O/a7T3ziE0nXCQAAAAAAAAAAAABAfzge0M+ePVuGYZzw96ZpSpIWL17c5z1M04ztYRiG5syZ0+e1AAAAAABAmotGpOZw4s831qeuFgAAAABAWnE8oO/WHcT39fcnYhiGDMOIvf+tb31LkyZN6tNaAAAAAAAgjbW3SJWl0ua1UkfE6WoAAAAAAGnIFQF9X8P3ZNaeOHGivv3tb+srX/lKyvYCAAAAAACDWGWpVLvK6SoAAAAAAGnM8YD+scce6/G+aZq6+eabY6PpFyxYoAkTJiS8rsfj0amnnqpRo0Zp4sSJOuOMM2ypFwAAAAAApKFoxOqcBwAAAAAghRwP6OfNm3fC3918882xz0VFRbryyisHoiQAAAAAADDUNIftH2vv9UtZwbhbkWinGprabNtiTyOj+AEAAABgMHE8oO9NKsffAwAAAAAApExBkZTplyS1tneqrKJG1XVhtXV0OVwYAAAAAMAprg7o33nnndjnM88808FKAAAAAAAAEuT1W+F8cXnsVllFjVZv2O1gUQAAAAAAN3B1QD9u3DinSwAAAAAAAENdSZUUCCX+fFYw1jkvWWPtq+vCKSgMAAAAADDYuDqgBwAAAAAAcFwgJOXk9/n1hqa2AR9r7/N6lJvtG9A9AQAAAAC98zhdAAAAAAAAAOw1rTAof2aG02UAAAAAAI5BBz0AAAAAAECa8Hk9mlYY1JIZk50uBQAAAADQg0EV0Dc2Nuq3v/2tXnnlFb3xxhvau3evDh48qLa2tqTWMQwj6XcAAAAAAADstnL+FOUF/L0/mKDcbB+d8wAAAADgYoMioG9vb9edd96pn/70pzp8+HDsvmmafVrPMAy7SgMAAAAAAINNNCI1h+PvNdY7UkpewK8xo4Y7sjcAAAAAYOC5PqDft2+fPv3pT2vDhg2xQN4wDJmmGRe0H3t9rL6G+QAAAAAAIE20t0iVpdLmtVJHxOlqAAAAAABDkKsD+s7OTs2YMUM1NTWSjgTzubm5ys/P1+uvvx67/9GPflR+v1/79+/Xe++9p87OztjvJCk/P1+jR4925osAAAAAAADnVZZKtaucrgIAAAAAMIR5nC7gZJ5++mm9+OKLMgxDhmHorLPOUlVVlfbs2aPXXntN0pEAfunSpVq/fr22bt2qQ4cOac2aNSoqKop1zu/du1fz5s3TunXrtG7dOse+EwAAAAAAcEA0YnXOAwAAAADgIFcH9A8++KAkazz9iBEj9MILL2j69Om9vjd8+HB99rOf1erVq/XMM88oEAiopaVF8+bNU3l5earLBgAAAAAAbtMc7ttYe69fygraXw8AAAAAYEhybUD/wQcfaMOGDbHu+e985zvKz89Pep3Pf/7zWrt2rYYNGybTNLVgwQK98cYbKagYAAAAAACknYIiKdPvdBUAAAAAgDTh2jPo//a3v0myuucNw9CcOXNO+nz3KPueTJkyRQsWLNDixYvV2dmpu+66S2vWrLG1XgAAAAAAMICiEasrPlGN9cmt7/Vb4Xzx8ZP4ItFONTS1JbzUnsY+dO4DAAAAANKSawP6PXv2xD7n5eUpFAqd9PlI5OT/sXvrrbdq8eLFMk1Tzz77rPbu3asPfehDttQKAAAAAAAGSHuLVFlqnSffl5H1PSmpkgLH/H+HrOBxnfOt7Z0qq6hRdV1YbR1d9uwNAAAAABhSXDvifv/+/ZIkwzCUl5fX4zPDhg2LfW5tbT3peqNHj9bYsWMlWd32r776qj2FAgAAAACAgVNZKtWusi+cl6xwPic//qeHsfZlFTVavWE34TwAAAAAoM9cG9BnZGTEPvt8vh6fCQQCsdH29fW9j6o7/fTTY5/ffffdflYIAAAAAAAGVDRidc47IBLtVHVdEiP1AQAAAADogWsD+pEjR8Y+NzY29vjM0SPq//Wvf/W65uHDh3v8DAAAAAAABoHmsL2d85J11nxWsNfHGprabO+c93k9ys3uuSkBAAAAAJCeXBvQjx8/XpI1jj4c7vkv1D/60Y/GPq9bt+6k6zU3N2vLli0yDEOSlJWVZVOlAAAAAABg0Coo6nGc/UCYVhiUPzOj9wcBAAAAAGnDtQH90eH7/v379cEHHxz3zEUXXSTJCvFramr0xhtvnHC9Rx99VNFoNDYSv/s8egAAAAAA4FLRiHTgvSM/jb0fb5cwr1+aeL1UXG7fmgnyeT26dtIZWjJj8oDvDQAAAABwltfpAk4kNzdXH/nIR7RlyxZJ0iuvvKLrrrsu7pkbbrhB3/3ud2UYhkzT1OzZs/Xss89q9OjRcc/9/ve/1/e+973YcxkZGbr88ssH7LsAAAAAAIAktLdIlaXWefOJjrQvqZICocT3yAra1jm/cv4U5QUSXys320fnPAAAAAAMUa4N6CVp2rRpsYB+7dq1xwX0Y8eO1bXXXqvVq1fLMAxt2rRJEyZMUFFRkQoKCtTe3q6//vWvevXVV2Od84ZhaNasWXFn3AMAAAAAABepLJVqVyX3TiAk5eSnpp5e5AX8GjNquCN7AwAAAAAGF1cH9DfccIPKy8tlmqZWrlyphx56SKeeemrcM8uWLdNLL72kpqYmGYahw4cPq6KiIu4Z0zRj3fO5ubn64Q9/OJBfAwAAAAAAJCoasTrnAQAAAABIQ64O6C+77DLdfvvtikSscXZbtmzRxz72sbhnxo4dq6qqKl1zzTU6cOCADMM4bp3ucD4UCukPf/iDQqEkRt4BAAAAAICB0xxOfKx9N6/fGlkPAAAAAIDLuTqgl6SHHnqo12cuueQSbd68Wffee69WrlypcDgc9/u8vDzNmTNHCxcu1GmnnZaqUgEAAAAAgBMKimw7Tx4AAAAAgFRyfUCfqA996ENatmyZli1bpm3btikcDss0TeXl5enDH/6w0+UBAAAAAIBjRSNWx/zRGusTf9/rt8L54nJ76wIAAAAAIEXSJqA/2oc//GFCeQAAAAAA3Kq9Raostc6aT2acfUmVFDjq2LqsIJ3zAAAAAIBBJS0DegAAAAAA4GKVpVLtquTfC4SknPx+bx+JdqqhqS2pd/Y0JvGHBAAAAAAAnAABPQAAAAAAGDjRiNU574DW9k6VVdSoui6sto4uR2oAAAAAAAxtBPQAAAAAAGDgNIeTG2vfzeu3Rtr3Q1lFjVZv2N2vNQAAAAAA6A+P0wUAAAAAAAD0qqCoX+fNR6Kdqq4L21gQAAAAAADJc6SDfsWKFU5sG+emm25yugQAAAAAAAa/aMTqik9UY31y63v9VjhfXJ7ce8doaGpLyVh7n9ej3Gyf7esCAAAAANKTIwH97NmzZRiGE1vHENADAAAAANAP7S1SZal1nnxfRtb3pKRKCoTi72UF+9U5n2rTCoPyZ2Y4XQYAAAAAYJBw9Ax60zQHdD/DMGSapuN/HAAAAAAAwKBXWSrVrrJ3zUBIysm3d80U8Xk9mlYY1JIZk50uBQAAAAAwiDgW0A90OO/UngAAAAAApJ1oxOqcTxMr509RXiC5Lv3cbB+d8wAAAACApDkS0D/22GNObAsAAAAAAOzQHLZvrH03r98aZ++AvIBfY0YNd2RvAAAAAMDQ4khAP2/ePCe2BQAAAAAAblVQ5Oqz5gEAAAAAsIOjZ9ADAAAAAIAhzuu3wvnicqcrAQAAAAAg5QjoAQAAAACAfUqqpEAo8eezgnTOAwAAAACGDAJ6AAAAAABgn0BIysl3ugoAAAAAAFzJ43QBAAAAAAAAAAAAAAAMBXTQO6y9vV1vv/22tm/frvfff19NTU2KRqMKBAI67bTTNGnSJE2YMEEZGRm27NfR0aHXXntNGzdu1L59+5SRkaEzzjhDF154oSZOnGjLHgAAAAAApFok2qmGpraEn9/TGElhNQAAAAAAJIaA3gEVFRX685//rJdffllvv/22Ojo6Tvr8iBEjdOONN+r222/Xueee26c9m5ubtXjxYj366KPav39/j88UFBToO9/5jr7yla/IMIw+7QMAAAAAQCq1tneqrKJG1XVhtXV0OV0OAAAAAABJcXVAP2zYsJSsaxiG2toS/yt7u91xxx16//33E37+0KFD+slPfqJf/OIX+q//+i/dfffdSQXob731loqLi7Vt27aTPrd582Z99atf1W9+8xv95je/0YgRIxLeAwAAAACQpqIRqTkcf6+x3plaJJVV1Gj1ht2O7Q8AAAAAQH+4OqDvrbO8r9zYHe73+3XWWWdpxIgR6urq0t69e7Vjxw6Zphl7JhqNatGiRdq5c6d+8YtfJLTu5s2bdeWVV2rv3r1x97OysnT22WertbVV27dvVzQajf3u2Wef1Wc/+1k9//zz8vv99nxBAAAAAMDg0t4iVZZKm9dKHe4YDx+Jdqq6Ltz7gwAAAAAAuJTH6QJ6k2yYbhhGjz9uEwqF9PWvf13Lly/X1q1bdfjwYW3evFnr16/X3//+d23fvl379u3Tz372M40ePTru3ccff1xPPPFEr3t0dHRo5syZceH8qFGj9OSTT2r//v2qqanRli1btGfPHt15553yeI786/Dqq69q4cKF9n1hAAAAAMDgUlkq1a5yTTgvSQ1NbbaPtfd5PcrN9tm6JgAAAAAAJ+LqDvpLL7006XC9paVFDQ0N2rVrl6QjAf+ZZ56psWPH2l1in6xdu1bnnXder98tJydHX//61zVjxgx9+tOf1j//+c/Y7+68807NnTs3LlQ/1uOPP6633norbr1169apsLAw7rlRo0bp/vvvV2Fhob70pS/F7j/66KP65je/qXPOOSfZrwgAAAAAGMyiEatzfgiYVhiUPzPD6TIAAAAAAEOEqwP6v/71r31+NxwO69e//rUefPBBvf/++9q3b5/uvfdelZSU2Fhh30yaNCmp53NycvTUU09p4sSJsZH3u3fv1ssvv6zLLrusx3fa29t1//33x9178MEHjwvnj3bTTTfp//7v//TUU09Jsjrw77nnHv3v//5vUvUCAAAAAAa55nDfOue9fikraH89KeDzejStMKglMyY7XQoAAAAAYAhxdUDfH8FgULfffrvmzp2rmTNn6rnnntPXvvY1RSIR3XLLLU6Xl7QJEybowgsv1N///vfYvU2bNp0woH/22We1c+fO2PXYsWMT+uOE7kC++w8BVq5cqUceeUQjRozo5zcAAAAAAKS9giIp0+/I1ivnT1FeIPG9c7N9dM4DAAAAAAac68+g76+RI0fqmWeeUUFBgUzT1O233x43Kn4wGTduXNz10WfLH6uysjLuuqSkJKHjAsaNG6dPfvKTsetoNKq1a4fGWEMAAAAAGLKiEenAe0d+GuuTe9/rlyZeLxWXp6a+BOQF/BozanjCP4TzAAAAAAAnpG0H/dFOPfVU3XfffbrhhhvU2dmpsrIyPffcc06XlbRIJH684MiRI0/47Jo1a+Kup0+fnvA+06ZN0wsvvBC7Xr16tW688caE3wcAAAAADBLtLVJlqXXefKIj7UuqpEAo/l5W0LHOeQAAAAAABpMhEdBL0uc+9zn5/X5FIhG98MIL2rFjh8466yyny0qYaZp6/fXX4+5deOGFPT4bDoe1Z8+e2LXP59MFF1yQ8F7/9m//Fnf95ptvJlEpAAAAAGDQqCyValcl904gJOXkp6YeAAAAAADSXNqPuO/m8/l09tlnx65ffvllB6tJ3uOPP676+iMjBs8991x9/OMf7/HZTZs2xV2PHz9ew4YNS3ivwsLCuOutW7eqo6MjiWoBAAAAAK4XjVid8wAAAAAAYMAMmYBekrKysmKfd+7c6WAlyXnyySd16623xq49Ho8efvjhE54pv3nz5rjrMWPGJLVfbm6u/P4jownb29u1bdu2pNYAAAAAALhcczjxsfbdvH5rnD0AAAAAAOiTITPiXlJcB7qbbNmyRTt27IhdR6NRHThwQBs3blRlZaXq6upivxs2bJh+9rOf6aqrrjrheh988EHc9ejRo5OuKRQK6d13341b85xzzkl6HQAAAABAGiko4qx5AAAAAAD6YcgE9DU1Ndq1a1es6zw3N9fhio545JFH9D//8z8nfcYwDH3mM5/RD37wA02ePPmkzzY3N8ddn3rqqUnXdOw7x67ZVx988IEaGhqSemfr1q227A0AAAAAaS0asbriE9WYxB+xe/1WOF9cnnxdJxGJdqqhqS3h5/c0JtnxDwAAAACAywyJgL6trU3f+MY3JEmmacowDJ1//vkOV5WcmTNn6rbbbus1nJeOD9OPHlefqFNOOeWka/bVI488okWLFtmyFgAAAABAUnuLVFlqnSef7Mj6EympkgKhI9dZQVs751vbO1VWUaPqurDaOrpsWxcAAAAAALdL+zPo//KXv2jq1Kl65ZVXYt3zY8aM0cc+9jGHK0vOb3/7W02dOlWXX355rx3lkUj8/5AZNmxY0vv5fL6469bW1qTXAAAAAAAMgMpSqXaVfeG8ZIXzOflHfmwea19WUaPVG3YTzgMAAAAAhhxXd9DffPPNfXqvtbVV4XBYNTU12rt3b+x+d/e82zq4ly5dqqVLl8auW1tbtW/fPtXU1Oj3v/+9VqxYEQvI161bp4svvljV1dW66KKLelzv2I759vb2pGtqa4sfMdiXLnwAAAAAQIpFI1bn/CASiXaqui6JUfwAAAAAAKQRVwf0P//5z2Nd731hmqYkxa1RUlKiuXPn9ru2VDrllFM0evRojR49Wtdcc42++93vaubMmXrzzTclSQcPHtR1112njRs3auTIkce9n5WVFXd9bEd9Io7tmD92zb669dZbNXPmzKTe2bp1q6677jpb9gcAAACAtNIctrdzXrLOm88K2rvmURqa2mzvnPd5PcrN9vX+IAAAAAAADnN1QN9fhmHINE2Zpim/36977rlHZWVlTpeVtPHjx6u6uloXXHCBdu7cKUl6//33tWTJEj3wwAPHPX9smH748OGk9zz2HbsC+tNPP12nn366LWsBAAAAAFKgoMj2kfapNq0wKH9mhtNlAAAAAADQK9efQd8dsPflZ+TIkbrqqqv0ox/9SO+9954WLlzYr458J33oQx86bjT/L3/5yx6fPTYA37VrV9L71dfXn3RNAAAAAMAAi0akA+/F/zTW9/5eorx+aeL1UnG5fWummM/r0bWTztCSGZOdLgUAAAAAgIS4uoP+nXfeSfodwzDk9/sVCARs6/p2iy984QuaN29ebHR/fX293nvvPeXn58c9V1BQEHe9Y8eOpPb54IMP4sbiDxs2TGeffXYfqwYAAAAA9Et7i1RZap01n8w4+5IqKRBK/PmsoOOd8yvnT1FeIPEacrN9dM4DAAAAAAYVVwf048aNc7oEVxk5cqRGjRqlffv2xe7t2bPnuID+3HPPjbv+17/+pfb2dg0bNiyhfTZt2hR3PW7cOHm9rv5XBQAAAADSV2WpVLsq+fcCISknv/fnXCQv4NeYUcOdLgMAAAAAgJRx/Yh7nFxmZuZx9/Ly8pSXlxe7bmtr0z/+8Y+E13z55Zfjrs8///y+FwgAAAAA6LtoxOqcBwAAAAAAaYGAfhBpamrS/v374+4Fg8Een73mmmvirqurqxPe59hnP/e5zyX8LgAAAADARs3h5Mbad/P6rZH1AAAAAADAVQjoB5E1a9bEzp+XpNzcXJ1xxhk9Pvv5z38+7vqJJ56Ie/dE/vWvf+nFF1+MXWdmZqqoqKiPFQMAAAAAHFFQ5Ph58gAAAAAA4HgE9INEa2ur7r777rh71157rTyenv8RXn311Ro9enTsevv27XriiSd63eeee+6JC/K/+MUvasSIEX2sGgAAAACQsGhEOvBe/E9jfXJreP3SxOul4vLU1AgAAAAAAPrF63QBQ83ChQs1c+ZMXXzxxQm/s3//fs2aNUtbtmyJ3cvIyNCCBQtO+I7P59Odd96pW265JXbvP/7jP3TJJZeosLCwx3dWrFihp556Km6PRYsWJVwnAAAAAKAP2lukylLrrPlkxtmXVEmBUPy9rCCd8wAAAAAAuNigCug3bdqktWvX6o033tCOHTvU2Nio1tbWhEa3H80wDG3evDlFVZ7cn/70Jy1ZskQf//jHNWvWLF155ZWaOHGiMjMz454zTVObN2/WypUrtWzZMu3duzfu9wsWLNB555130r3mzZunhx9+WLW1tZKkAwcO6LLLLtNDDz2km266SV6v9Y9///79euihh/T9738/7v1///d/10c+8pH+fmUAAAAAwMlUlkq1q5J/LxCScvLtrwcAAAAAAKTMoAjoX3vtNd1xxx1av3593P1kg/luhmHYUVa/rF+/PvZ9hg0bpjPPPFMjR47UsGHD1NTUpJ07d6qpqanHd+fOnasf/vCHve6RmZmplStXaurUqdq/f78kK4yfO3euSktLNW7cOLW2tmrbfqMWhgAAIABJREFUtm2KRqNx73784x/Xgw8+2M9vCQAAAAA4qWjE6pwfxCLRTjU0tSX8/J7GJKYEAAAAAACQZlwf0D/yyCO67bbbZJpmLJDvDtj7ErT3NdRPpfb2dm3btq3X5wKBgBYvXqz58+cn/N0nTJig559/XsXFxXrvvfdi95ubm1VTU9PjO5/+9Ke1cuVKnXLKKYl9AQAAAABA3zSHkxtr383rt8bZO6i1vVNlFTWqrgurraPL0VoAAAAAABgsXB3Qr1mzRt/4xjckWWG8YRixoD4jI0OBQEDDhw93uMrkPP300/rjH/+o6upqrV+/Xo2NjSd93jAMnXfeeZozZ47mzp2r3NzcpPecPHmy3nrrLf3gBz/QT37yEx04cKDH58455xwtXLhQ8+bNc8WUAQAAAADACRQUOX7WfFlFjVZv2O1oDQAAAAAADDauDuhvu+02SYoF86NGjdIdd9yh4uJiTZgwIXaG+mAyYcIETZgwQQsXLlRXV5feeecdbd26VTt27FBjY6Oi0aiys7M1YsQIjR07VhdccIECgUC/983Oztb3v/99LVq0SK+99po2btyoffv2KSMjQ2eccYYuuOCCXs+0BwAAAAD0IhqxuuIT1Vif3PpevxXOF5cn957NItFOVdcl8T0BAAAAAIAkFwf0r7/+urZt2xYL5ydOnKjnnntOp59+utOl2cbj8aigoEAFBQUDtmdmZqamTp2qqVOnDtieAAAAAJD22lukylLrPPm+jKzvSUmVFAjF38sKOt45L0kNTW22j7X3eT3KzfbZuiYAAAAAAG7j2oC++3x00zRlGIYef/zxtArnAQAAAABppLJUql1l75qBkJSTb++aLjatMCh/ZobTZQAAAAAAkFKuDegbGhpin88880xdfPHFDlYDAAAAAMAJRCNW5zz6xOf1aFphUEtmTHa6FAAAAAAAUs61Af3w4cMlWefPh0KhXp4GAAAAAMAhzWH7xtp38/qtcfaD0Mr5U5QXSHwMf262j855AAAAAMCQ4dqA/pxzzol9PnTokIOVAAAAAAAwwAqKXHHWfF/kBfwaM2q402UAAAAAAOBKrg3op06dKp/Pp7a2Nr377rtqbGxUIBBwuiwAAAAAwFAXjVhd890a6+1b2+u3wvnicvvWBAAAAAAAruHagD4QCOhLX/qSHn/8cXV0dGj58uUqLS11uiwAAAAAwFDV3iJVllrnzSc60r6kSgokcWxbVnDQds4DAAAAAIDeuTagl6QHHnhAq1evVkNDg+6++25dffXVGj9+vNNlAQAAAACGospSqXZVcu8EQlJOfmrqAQAAAAAAg47H6QJOJhgM6plnnlF2drb279+vT33qU3rxxRedLgsAAAAAMNREI1bnPAAAAAAAQD+4uoNeki655BK98sormjFjht5++21deeWVuuKKKzRjxgxdcMEFys3Nld+f/Pi/UCiJEYMAAAAAgKGtOZz4WPtuXr81sh4AAAAAAOD/c31AL0mFhYV6/vnnddVVV2nTpk164YUX9MILL/R5PcMw1NHRYV+BAAAAAAAcq6DI1vPkI9FONTS12bZef+xpTPKPFQAAAAAAgKRBEtA/+OCDuvfee3X48GEZhiHTNJ0uCQAAAACQrqIRq2P+aI31ib/v9VvhfHG5LeW0tneqrKJG1XVhtXV02bImAAAAAABwhusD+tmzZ+vpp5+OhfKGYRDSAwAAAADs194iVZZaZ80nM86+pEoKHHWMWlbQ1s75sooard6w27b1AAAAAACAc1wd0P/4xz/WihUrJCkWypumqdNOO00TJ07UaaedpuHDhztcJQAAAAAgLVSWSrWrkn8vEJJy8u2vR9ZY++q6cO8PAgAAAACAQcG1AX1bW5seeOCBuGD+iiuu0P33369LL73U6fIAAAAAAOkkGrE6512moaltUI2193k9ys32OV0GAAAAAACu5dqA/oUXXtCBAwdiI+2vu+46rVy5Uh6Px+nSAAAAAADppjmc3Fj7bl6/NdIekqRphUH5MzOcLgMAAAAAANdybUC/adMmSZJpmvJ4PFq2bBnhPAAAAADAXQqKbD1vfrDyeT2aVhjUkhmTnS4FAAAAAABXc21A39bWJsk6e378+PE688wzHa4IAAAAAJAWohGrY/5ojfXJreH1W+F8cbl9dSVp5fwpygu4448DcrN9dM4DAAAAAJAA1wb0oVAo9nnkyJEOVgIAAAAASAvtLVJlqXXWfDLj7EuqpEAo/l5W0PHO+byAX2NGDXe0BgAAAAAAkBzXBvQf/vCHY58bGhocrAQAAAAAkBYqS6XaVcm/FwhJOfn21wMAAAAAAIYc1x7qfumllyoUCsk0TW3fvl27du1yuiQAAAAAwGAVjVid8wAAAAAAAA5ybUDv8Xg0b9682PWPf/xjB6sBAAAAAAxqzeHkxtp38/qtcfYAAAAAAAA2cG1AL0n/+Z//qUmTJsk0TT388MOqrKx0uiQAAAAAwFBSUOT4WfMAAAAAACB9uDqg9/v9qqqq0vnnn6+Ojg7NnDlTd999t5qbm50uDQAAAADgZtGIdOC9Iz+N9cm97/VLE6+XistTUx8AAAAAABiSvE4XcDIrVqyQJN166636/ve/r+3bt+v+++/X0qVLdfXVV+vCCy9Ubm6u/P7kuxluuukmu8sFAAAAADitvUWqLLXOm090pH1JlRQIxd/LCp6wcz4S7VRDU1s/C03MnsY+jOUHAAAAAACu5eqAfvbs2TIMI3ZtGIZM01RTU5N+97vf6Xe/+12f1yagBwAAAIA0VFkq1a5K7p1ASMrJ7/Wx1vZOlVXUqLourLaOrj4WCAAAAAAAhjJXB/TdTNOMBfVHB/bdv0tUd8B/7BoAAAAAgDQQjVid8ylSVlGj1Rt2p2x9AAAAAACQ/lwf0HcH8MkE8b2tBQAAAABIQ83hxMfad/P6rXH2vYhEO1VdF+5jYQAAAAAAABZXB/SPPfaY0yUAAAAAANJZQdEJz5o/WkNTm6vG2vu8HuVm+5wuAwAAAAAAJMnVAf28efOcLgEAAAAA4EbRiNUxf7TG+sTf9/qtcL643N66Bsi0wqD8mRlOlwEAAAAAAJLk6oAeAAAAAIA47S1SZal11nwy4+xLqqRA6Mh1VjChznm38Xk9mlYY1JIZk50uBQAAAAAA9AEBPQAAAABg8KgslWpXJf9eICTl5Ntfj6SV86coLzAwYX9uto/OeQAAAAAABjECegAAAADA4BCNWJ3zLpMX8GvMqOFOlwEAAAAAAAYBj9MFAAAAAACQkOZwcmPtu3n91kh7AAAAAAAAhxHQAwAAAADSW0HRoDxvHgAAAAAApB9Xj7ivr69P2dqhUChlawMAAAAAbBCNWF3z3RqT/G9Er98K54vL7a0LAAAAAACgj1wd0I8ePVqGYdi+rmEY6ujosH1dAAAAAIAN2lukylLrvPlER9qXVEmBY/4QOytI5zwAAAAAAHAVVwf03UzTdLoEAAAAAMBAqSyValcl904gJOXkp6YeAAAAAAAAmwyKgL4vju28J+QHAAAAgEEgGrE65/spEu1UQ1ObDQVZ9jQm2MkPAAAAAABwEq4O6G+66aakR9y3tLSooaFBb7zxhg4fPizJCuvPPvtsTZkyJRVlAgAAAADs0hxOfKx9N6/fGmcvqbW9U2UVNaquC6utoysFBQIAAAAAAPSdqwP6p556qs/vdnV16Y9//KMWLVqkN998U9u3b9eXvvQlLVq0yMYKAQAAAACOKyiKnTVfVlGj1Rt2O1wQAAAAAABAzzxOF5AqHo9HxcXFeu211zR79mx1dXXp/vvv15133ul0aQAAAAAAyRpnf+C9+J/G+sTf9/qliddLxeWSrLH21XXhFBULAAAAAADQf67uoLdDZmamnnjiCW3evFmvv/66Fi9erCuvvFJXXXWV06UBAAAAwNDU3iJVllpnzSczzr6kSgqEjlxnBWOd85LU0NQ24GPtfV6PcrN9A7onAAAAAAAYvNK2g/5oGRkZuu+++2LX3/3udx2sBgAAAACGuMpSqXZV8mfNB0JSTv6Rn6PCeadMKwzKn5nhdBkAAAAAAGCQGBIBvSRdddVVys7Olmma+uc//6nNmzc7XRIAAAAADD3RiNU5P8j5vB5dO+kMLZkx2elSAAAAAADAIJL2I+67ZWRkKD8/Xxs3bpQkvfbaayooKHC4KgAAAAAYYprDyXfOS9Z581nBPm+7cv4U5QXs67jPzfbROQ8AAAAAAJI2ZAJ6SfL7j/zPmN27dztYCQAAAAAgKQVF/Rppnxfwa8yo4TYWBAAAAAAAkLwhFdDv2LEj9tnrHVJfHQAAAAAGXjRidcwfrbE+uTW8fiucLy63ry4AAAAAAACHDJmUet26dfrggw9i16effrqD1QAAAABAGmtvkSpLrbPmkxlnX1IlBULx97KC/eqcBwAAAAAAcJMhEdAfOHBAt956qwzDkGmakqSLL77Y4aoAAAAAIE1Vlkq1q5J/LxCScvLtrwcAAAAAAMAlPE4XkEpNTU164okndP7556uurk6SZBiGJkyYoHPPPdfh6gAAAAAgDUUjVuc8AAAAAAAAjuPqDvrp06f36b3W1laFw2Ft27ZNXV1dMk0z1j1vGIYWL15sc6UAAAAAAEnWmfPJjLXv5vVb4+wBAAAAAADSmKsD+j//+c8yDKNP73aPspcUN9r+e9/7nq699lpb6gMAAAAA2KSg6Liz5iPRTjU0tSW8xJ7GPvxhAAAAAAAAwABydUDfH93BvmmaMk1TeXl5Wrp0qW644QaHKwMAAACANBKNWF3z3Rrrk3vf67fC+eLy2K3W9k6VVdSoui6sto4umwoFAAAAAABwnusD+qM74ROVmZmp7Oxs5efn64ILLlBRUZE+97nPyet1/dcFAAAAgMGhvUWqLLXOm090pH1JlRQIxd/LCh7XOV9WUaPVG3bbVCgAAAAAAIB7uDqxjkajSb9jGIY8Hk8KqgEAAAAAxFSWSrWrknsnEJJy8k/6SCTaqeq68EmfAQAAAAAAGKxcHdBnZGQ4XQIAAAAA4FjRiNU5nwINTW22j7X3eT3KzfbZuiYAAAAAAEBf0GoOAAAAAEhOczjxsfbdvH5rnL0DphUG5c/kD8ABAAAAAIDzXN1BDwAAAABIEwVFx501n2o+r0fTCoNaMmPygO4LAAAAAABwIgT0AAAAAIATi0asjvmjNdYn/r7Xb4XzxeX9LmXl/CnKCyQe8udm++icBwAAAAAArkJADwAAAAA4XnuLVFlqnTWfzDj7kiopEDpynRW0rXM+L+DXmFHDbVkLAAAAAADACa4+g37jxo36yEc+Evt56aWX+rTOiy++GFujoKBA77zzjs2VAgAAAECaqSyValclf9Z8ICTl5B/5GeCx9gAAAAAAAG7m6oD+0Ucf1datW7V161Z5vV5dfvnlfVrn8ssvl8fjia31s5/9zOZKAQAAACCNRCNW5zwAAAAAAABs5eqA/plnnpEkGYahOXPm9HkdwzD05S9/WZJkmqZWrVplS30AAAAAkJaaw8l3zkvWefNZQfvrAQAAAAAASBOuDejffvtt7d69O3b9+c9/vl/rFRcXxz5v375d27dv79d6AAAAAIBjFBQx0h4AAAAAAOAkvE4XcCK1tbWxz1lZWZo4cWK/1issLFRWVpaam5slSW+99ZbGjh3brzUBAAAAYFCIRqyu+EQ11ie3vtdvhfPF5cm9BwAAAAAAMMS4NqB///33JVnj6ceMGdPv9QzD0FlnnaW6ujpJ0o4dO/q9JgAAAAC4WnuLVFlqnSffl5H1PSmpkgKh2GVbR5c+MEdYIX2zJLX0a/k9jTbVCQAAAAAA4EKuDei7O90lKTs725Y1j16nqanJljUBAAAAwLUqS6XaVfauGQhJOflqbe9UWUWNquvCauvosncPAAAAAACANOXagD4rKyv2+eDBg7aseejQodjnYcOG2bImAAAAALhSNGJ1zqdIWUWNVm/YnbL1AQAAAAAA0pHH6QJOJDc3V5JkmqZ27dqljo6Ofq0XjUbjxtp3rw8AAAAAaak5bN9Y+25ev5QVVCTaqeq6JM60BwAAAAAAgCQXB/Tjxo2LfW5padFLL73Ur/VeeukltbQcOQsxPz+/X+sBAAAAwJBTUCRl+tXQ1DbgY+19Xo9ys30DuicAAAAAAIDdXBvQX3TRRRoxYoQMw5AkLV68uF/rHf3+8OHDNWXKlH6tBwAAAACuEY1IB96L/2mst299r1+aeL1UXG7fmkmaVhiUPzPDsf0BAAAAAADs4Noz6D0ejz7zmc/oN7/5jSTpueee07Jly3TbbbclvdayZcv03HPPxcL+q6++WpmZmbbWCwAAAAADrr1Fqiy1zppPZpx9SZUUCCX+fFZQyvQnX58NfF6PphUGtWTGZEf2BwAAAAAAsJNrA3pJuuuuu/Tb3/5WknUW/be+9S0dPHhQd911lzye3pv/u7q6dN999+m+++6TYRgyTVMej0d33XVXqksHAAAAgNSrLJVqVyX/XiAk5aTm2K+V86coL2BfmJ+b7aNzHgAAAAAApA1XB/QTJ07U1772NT322GMyDENdXV1atGiRVqxYodLSUn32s5/V+PHjj3tv69atWrt2rR555BG98847Mk1ThmHIMAx95Stf0fnnn+/AtwEAAAAAG0UjVue8y+QF/BozarjTZQAAAAAAALiSqwN6SXr44YdVW1urV155JdYFv2XLFt1xxx264447FAgElJubq6ysLDU3N6uhoUGNjY2SrK57SbH3LrvsMj366KNOfh0AAAAAsEdzOLmx9t28fmtkPQAAAAAAAAac6wP6zMxMrVmzRnPmzNHq1atj58h3h++HDh3SoUOHenz36Gevu+46/fKXv+TseQAAAABDW0GRY+fJAwAAAAAADHWuD+glacSIEfrDH/6g8vJyLV68WO+//76kIwF8T0zTlGmaGjNmjO68807dfPPNA1UuAAAAAPQsGrE63+3QWJ/c816/Fc4Xl9uzPwAAAAAAAJI2KAL6bqWlpbr55ptVUVGhP/3pT1q3bp22b9+urq6u2DMej0dnn322LrvsMn3mM5/R9ddfr4yMDAerBgAAADDktbdIlaXWmfF9GUufrJIqKRCKv5cVpHMeAAAAAADAYYMqoJeskfc33nijbrzxRklWp/zBgwfV1NSk7OxsjRw58qSd9QAAAAAw4CpLpdpVA7dfICTl5A/cfgAAAAAAAEjIoAvoj2UYhnJycpSTk+N0KQAAAABwvGjE6px3UCTaqYamNtvW29M4AFMAAAAAAAAA0tCgD+gBAAAAwNWawwMz1r6b12+Ns5fU2t6psooaVdeF1dbR1cuLAAAAAAAASDUCegAAAABIJwVFsbPmyypqtHrDbocLAgAAAAAAQDcCegAAAABIVDRidcQno7E+NbUcy+u3wvnicknWWPvquiRrBQAAAAAAQEo5EtDv27dPp512mhNbn5AbawIAAADgEu0tUmWpdZa8nePqS6qkQMietbKCsc55SWpoahvwsfY+r0e52b4B3RMAAAAAAGAwcSSgHzdunMrKyrRgwQINHz7ciRJiWlpa9KMf/Ug/+tGPdPDgQUdrAQAAAOBSlaVS7Sr71w2EpJx8+9d1yLTCoPyZGU6XAQAAAAAA4FoeJzZtbGzU9773PeXn52vRokXat2/fgNewb98+3XPPPcrPz9c999yjpqamAa8BAAAAwCAQjVid8zghn9ejayedoSUzJjtdCgAAAAAAgKs5egb9vn37dO+99+q///u/NXPmTH3ta1/T1KlTU7rnunXr9POf/1wVFRWKRKzRlKZpyjCMlO4LAAAAYJBqDts71r6b12+NpXfAyvlTlBfw9/5ggnKzfXTOAwAAAAAAJMCRgP4vf/mLvvnNb2rjxo0yTVOtra1avny5li9frvz8fH3hC19QcXGxpkyZoszMzH7tFY1G9eqrr+qZZ57R73//e+3YsUOSFcp3O++887Rs2bJ+7QMAAAAASSkoijszfiDlBfwaM8rZ48YAAAAAAACGIkcC+k9+8pN688039dOf/lQPPPCA6uvrJVmh+fbt27V06VItXbpUfr9fn/jEJ3TRRRfpox/9qAoKCjR69Gjl5eUpIyO+O6Ozs1O7d+/Wrl27tHnzZr311lv6xz/+ofXr18d1yh8tFArprrvu0s033yyPx5Fp/wAAAADcJhqxuua7Ndbbu77Xb4XzxeX2rgsAAAAAAADXc2zEvcfj0S233KKvfvWreuSRR/TQQw9p165dsd93d9a/+OKLevHFF4973+fz6ZRTTpFpmopEImpra+txn+5Q/ugR9qNHj9a3v/1tzZ8/Xz6fz+ZvBgAAAGBQam+RKkut8+YTHWlfUiUFQsntkxV0rHMeAAAAAAAAznL0DHrJCtoXLFig2267TRUVFXr00Ue1bt264547tvs9EonEOuN70tOZ8pdffrluueUWzZgx47gOfAAAAABDXGWpVLsquXcCISknPzX1AAAAAAAAIO04HtB3y8jI0KxZszRr1izt3LlTTz/9tFavXq2//e1v6ujoiHu2p/Bdig/xTdOU1+vVJZdcomuuuUY33nijzjrrrJR+BwAAAACDVDRidc4DAAAAAAAAKeSagP5oY8aM0cKFC7Vw4UI1NTXp1Vdf1T/+8Q9t2LBB27Zt086dO3Xo0CG1trZKkk455RSNHDlSY8aM0dixYzVp0iRdeOGFmjJlirKzsx3+NgAAAABcrzmc+Fj7bl6/Na4eAAAAAAAASJArA/qjZWdna/r06Zo+fbrTpQAAAADAEQVFtp4lH4l2qqGpzbb19jQm+QcHAAAAAAAASDnXB/QAAAAAcJxoxOp6t0tjfeLPev1WOF9cbsvWre2dKquoUXVdWG0dXbasCQAAAAAAAHcioAcAAAAweLS3SJWl1nnxyY6k76uSKikQOnKdFbS1c76sokarN+y2bT0AAAAAAAC4FwE9AAAAgMGjslSqXTWwewZCUk5+SpaORDtVXWfjJAAAAAAAAAC4msfpAgAAAAAgIdGI1TmfRhqa2gZ8rL3P61Futm9A9wQAAAAAAICFgB4AAADA4NAcHrix9t28fmukfRqZVhiUPzPD6TIAAAAAAACGJEbc/z/27j06qvrc//hnTybJAGEwQBIYLjGoDSKtHhFbtFhR0ksU8Xi4VKQi9dR6TFu1GnvUlhaVHpVavOEpS2zVVqkSU2IpRqPiT9RKkR5BCSAoUiEQhou5kMxkMtm/P8YMmXDJzGRPZid5v9bK6uw9+/vsJ/pHu/rJ8/0CAAAAwPHkF1p63nwypTsdKhiTo4XTzkx2KwAAAAAAAL0WAT0AAAAAewr4QlPzrWqruu7dTlconJ+6uOve2c7y6ydoiNu6Pw7I6p/O5DwAAAAAAECSEdADAAAAsJemBqmsKHTefLRb2s8tl9we63rIyEn65PwQt0sjBvZNag8AAAAAAACwFgE9AAAAAHspK5I2lca2xu2RMnMT0w8AAAAAAABgEUeyGwAAAACAsIAvNDkPAAAAAAAA9EAE9AAAAADso746+m3tWzldoS3pAQAAAAAAAJsjoAcAAADQveUXJv28eAAAAAAAACAanEEPAAAAIDECvtBEfCxqq6J/1ukKhfNTF8f2DgAAAAAAACBJCOgBAAAAWKupQSorCp0lH+t29Scyt1xye45cZ+QkZHLeFwjKW+e3vO6x7K218J8PAAAAAAAAbI+AHgAAAIC1yoqkTaXW13V7pMxc6+t+obEpqOKSDaqorJa/uSVh7wEAAAAAAEDvRUAPAAAAwDoBX2hyvhsqLtmglRv3JLsNAAAAAAAA9GC2Duirqo6cP5mVlaXU1NS4awUCAXm93vC1x+M5wdMAAAAA4lJfbe229q2crtCW9gniCwRVUVmdsPoAAAAAAACAJDmS3cCJDB8+XCNGjNCIESO0Zs2aTtV68803w7VGjhxpUYcAAAAAukR+YULOm2/lrfPbalv7dKdDWf3Tk90GAAAAAAAALGbrCXpJMk1ThmFYVgsAAACAhQK+0NR8q9qq4z8bD6crFM5PXWxtXZsrGJMjV2pKstsAAAAAAACAxWwf0FsVzgMAAACwUFODVFYUOm8+2i3t55ZL7hiPmsrISejkvN2kOx0qGJOjhdPOTHYrAAAAAAAASADbB/QAAAAAbKisSNpUGtsat0fKzE1MPwm0/PoJGuLumj8SyOqfzuQ8AAAAAABAD9ZrAnqf78hUj8vVeyZwAAAAAMsFfKHJ+V5iiNulEQP7JrsNAAAAAAAA9ACOZDfQVT755JPwZ7fbncROAAAAgG6uvjr6be1bOV2h7eoBAAAAAACAXqxXBPQtLS364x//KCl0pv1pp52W5I4AAACAXia/sFedJQ8AAAAAAAAcS9K3uH/22Wejeu61117T3r17o65rmqYaGhq0Y8cOlZWVacuWLeHvvvrVr8bcJwAAANArBXyhifm2aquiX+90hcL5qYut7QsAAAAAAADohpIe0M+ePVuGYRz3e9M0JUn33ntv3O8wTTP8DsMw9L3vfS/uWgAAAECv0NQglRWFzpqPZTv7ueWS23PkOiOHyXkAAAAAAADgC0kP6Fu1BvHxfn88hmHIMIzw+p/+9Kf6yle+ElctAAAAoNcoK5I2lca+zu2RMnOt7wcAAAAAAADoAWwR0McbvsdS+4wzztAtt9yia665JmHvAgAAAHqEgC80OZ9gvkBQ3jp/wt8Tjb21MewSAAAAAAAAAMQp6QH9448/fsz7pmnquuuuC29Nf/PNN+v000+Puq7D4VC/fv00cOBAnXHGGRo6dKgl/QIAAAA9Xn11bNvat3K6Qlvad6CxKajikg2qqKyWv7kljgYBAAAAAACA7inpAf2111573O+uu+668OfCwkJddNFFXdESAAAAgHjkF0Z13nxxyQat3LinCxoCAAAAAAAA7CXpAX1HErn9PQAAAACFtrSvrz4BkYTcAAAgAElEQVRyXVsV23qnKxTOT13c4aO+QFAVldUdPgcAAAAAAAD0RLYO6Ldt2xb+PGzYsCR2AgAAAPRATQ1SWVHovPlot7SfWy65PZH3MnKimpyXJG+dv1tta5/udCirf3qy2wAAAAAAAEAPYeuA/pRTTkl2CwAAAEDPVVYkbSqNbY3bI2XmJqYfGyoYkyNXakqy2wAAAAAAAEAPYeuAvjcwTVOffvqpPvjgA+3atUuff/650tPTlZmZqdNOO03jx4+XyxXdNFK06urq9Pbbb+ujjz5SbW2t+vTpo9zcXJ133nnyeDwdFwAAAED3F/CFJudxTOlOhwrG5GjhtDOT3QoAAAAAAAB6EAL6JDh06JBWrFih8vJyvf7669q/f/9xn01NTdUll1yim266Sd/4xjc69d4dO3Zo3rx5ev7559XU1HTU94Zh6Bvf+Ibmz5+vCy64oFPvAgAAgM3VV0e/rX0rpyu0nX2CLL9+goa4rf3j1Hhl9U9nch4AAAAAAACW65YBvd/vV1VVlWpqatTY2CjTNGOucd555yWgs44VFRVp6dKlxwzIjyUQCGjFihVasWKFrr76aj3yyCNyu90xv/f555/X3Llz1dDQcNxnTNPUG2+8oQsvvFC33Xab/ud//keGYcT8LgAAAPRQ+YVRnzUfjyFul0YM7Juw+gAAAAAAAECydZuA/qOPPtITTzyhl156SVu2bFEwGIy7lmEYam5utrC76K1du/aY4XxKSoqGDh2qnJwcBQIB7dy5UzU1NRHPPP3009qyZYtee+01ZWRkRP3O5cuX68orr1RLS0vE/aysLI0YMUL79u3T7t27w3/oYJqm7rvvPvn9fi1atCiO3xIAAAC2EvCFJubbqq2Kfr3TFQrnpy62ti8AAAAAAACgl7F9QB8IBHT77bfroYceUktLS1zT8nZ10kknadasWbrkkks0ceJE9e/fP/xdMBjUmjVrNG/ePK1ZsyZ8/x//+IeuueYalZSURPWOjz/+WHPnzo0I588880wtWrRIkyZNCt/bunWr7rjjDpWWlobvPfjgg5o4caKuuOKKzvyaAAAASJamBqmsKHTWfCzb2c8tl9yeI9cZOQmdnAcAAAAAAAB6C0eyGziRYDCoGTNmaNGiRQoGgzJNU4ZhdPtt108++WQtXbpUVVVVWrx4sQoLCyPCeSk0UX/hhRdq9erVuu666yK+e+GFF7R69eqo3vWLX/xChw8fDl+PHz9eb775ZkQ4L0n5+fkqKSk56l233XZb0nYbAAAAQCeVFUmbSmM/a97tkTJzj/wQzgMAAAAAAACWsPUE/aOPPqqysrJwKG+apkzT1JgxY3TWWWcpOztb/fr1S3abMZk/f74KCgqUlpYW1fMpKSl67LHH9M9//lPvvfde+P7SpUuPCtnb27Rpk5577rnwdVpamp566qnjnmFvGIYeeughrV69Wtu2bZMUmsD/wx/+oB/84AdR9QsAAACbCPhCk/MAAAAAAAAAbMO2AX1LS4sWLFgQDuYlafLkyVq0aJHOOOOMJHcXv0suuSTmNSkpKbrttts0Y8aM8L2XX365w3W///3vI7a2/+53v6vTTz/9hGtcLpf++7//W9dee2343tKlSwnoAQAAupv66tgn56XQefMZOdb3AwAAAAAAAMC+Af3atWu1f//+8PT8d77zHb344otyOGy9K3/CTJw4MeL6wIEDamhoUN++fY+75sUXX4y4bhu6n8jMmTP1k5/8JLw1/rp161RVVSWPx9PBSgAAAHR3DXnf0oG6FkkNCam/tzaOPxoAAAAAAAAAegjbBvSVlZWSFD53/sEHH+y14bwkZWZmHnWvpqbmuAH91q1btX379vB1v379dN5550X1rtZnKyoqJIX+Hfztb39jih4AAMCuAr7QxHxbtVUxlfCZqapoGafiDy6X74PVFjYHAAAAAAAAoJVtA3qv1xv+fPLJJ+vUU09NYjfJt3v37qPuDRo06LjPv//++xHX5557rpzO6P91n3/++eGA/lj1AAAAYANNDVJZUeis+Vi2s59bLrk9mvfiJr2+ZZ8kyWsOkF9pCWoUAAAAAAAAgGTjgD41NVWSZBiGsrOzk9xN8q1ZsybiOjc3V2lpx/8/UDdv3hxxPWbMmJje1/759vUAAABgA2VF0qbS2Ne5PfJlDNdz2yrlN7Os7wsAAAAAAADAMdl2z/iTTz45/Pnzzz9PXiM28fvf/z7iurCw8ITPb926NeJ6xIgRMb2v/fPt6wEAACDJAr7Q5HycvHV++ZtbLGyoc9KdDmX1T092GwAAAAAAAEBC2XaCfuLEiXI4HGppadGnn36qhoaG45633tOtWrVKb775ZsS9a6655oRr9u3bF3E9fPjwmN45bNiwiOu2Rw50xr59+2KutX37dkveDQAA0KPUV8e2rX0rp0vKyJHq7BPOS1LBmBy5UlOS3QYAAAAAAACQULYN6LOzs3XppZfqxRdfVFNTk0pLSzV79uxkt9XlDh48qB/+8IcR9y6//HKde+65J1xXX18fcd2vX7+Y3tv++UAgIL/fr/T0zk01PfbYY5o/f36nagAAAKAT8gulVJekhmR3Iik0OV8wJkcLp52Z7FYAAAAAAACAhLNtQC9J999/v1555RX5/X79/Oc/V2FhoQYOHJjstrpMS0uLZs+erV27doXvDRgwQA8//HCHa9sH9C6XK6Z39+nT55g1OxvQAwAAIE4BX2hqvlVtVWzrna5QOD91cYePLr9+goa4Y/vfj/HK6p/O5DwAAAAAAAB6DVsH9F/60pf0hz/8QbNnz9Znn32mwsJC/eUvf9HQoUOT3VqXKC4u1ksvvRRxb8mSJVGdJ+/zRW53mpaWFtO7jxXENzY2xlQDAAAAFmhqkMqKQufNR7ul/dxyye2JvJeR88XkfMeGuF0aMbB3Hi8FAAAAAAAAJJKtA3pJmjlzpvr06aNrrrlG69at09ixY1VUVKQZM2Zo7NixyW4vYR5++GH99re/jbh32223aebMmVGtbz8x39TUFNP7/X5/hzXjccMNN2j69Okxrdm+fbsuv/zyTr8bAACgWyorkjaVxrbG7ZEycxPTDwAAAAAAAIC42Tqg/9KXvhT+7HA4ZJqmDh06pAULFmjBggVyuVwaNGhQzMGxYRjaunWr1e1a5tlnn9VNN90Uce+aa67RvffeG3WNjIyMiOv2E/UdOda0fPua8cjOzlZ2dnan6wAAAPQKAV9och4AAAAAAABAj2DrgH779u0yDEOmacowDBmGIUkyTVNSKERuez57tFrr2NHKlSs1Z86c8O8oSVdccYWWLl0aU9/tw/TDhw/H1Ef7551OpyUT9AAAAIhBfXX029q3crpC29kDAAAAAAAAsB1bB/St2gfTnQnY2wbfdrN69WpNnz5dzc3N4XsFBQVatmyZUlJSYqrVfko91j9k2L17d8R1VlZWTOsBAACQJPmFUZ81DwAAAAAAAKBr2Tqg93g8tp52t9LatWt12WWXRWxFf9555+kvf/mL0tLSYq6Xn58fcf2vf/0rpvXtnx89enTMPQAAACAGAV9oYr6t2qro1ztdoXB+6mJr+wIAAAAAAABgGVsH9PFsX98dbdy4Ud/5zndUX18fvvdv//ZvWrVqlfr16xdXzfaBemVlZUzrN2/efMJ6AAAAsEhTg1RWFDprPpbt7OeWS26PJMnf3KJ95oBQSF8vSQ0dLt9bG+PW+QAAAAAAAAA6zdYBfW+wdetWFRQU6NChQ+F7p59+ul5++WUNGDAg7rpnnXVWxPW6devU3NwspzO6f+Vvv/32CesBAADAImVF0qbS2Ne5PWrsN1zFJRtUUVktf3OL9b0BAAAAAAAAsJQj2Q30Zjt37tTkyZO1b9++8L28vDxVVFR0+sz30aNH65RTTglfHz58WO+8805Uaw8fPqy///3v4WvDMHTppZd2qh8AAAAcQ8AXmpyPU3HJBq3cuIdwHgAAAAAAAOgmCOiTZM+ePbr44osjtvEfNmyYXnvtNQ0bNsySd1x22WUR10888URU65577rmI7fbPOecceTweS3oCAABAG/XVsW1r38rpks81WBWV1R0/CwAAAAAAAMA2COiT4ODBgyooKNDHH38cvpeVlaWKigrl5eVZ9p7vf//7MgwjfP3nP//5qLPl2/P5fLr33nsj7l177bWW9QQAAAAL5BfK22gkZHI+3elQVv90y+sCAAAAAAAA6AEBfWNjo/bu3auqqioFAoFkt9Ohuro6ffvb39amTZvC90466SS98sorOv300y1919ixYzVjxozwdVNTk+bMmaPa2tpjPm+apm666SZt27YtfG/UqFH6/ve/b2lfAAAAvVbAJx3aeeSntiq29U6XdMYV0tTFielPUsGYHLlSUxJWHwAAAAAAAOjNnMluIFZvvvmmXnjhBa1Zs0ZbtmyR3+8Pf1dRUaGLLrroqDXvv/++GhoaJIXC8DFjxnRZv+1ddtllWrduXcS9n/70p9q/f79effXVmGqNGzdOmZmZJ3zmnnvu0V//+tfw779u3TpdcMEFevDBB3XhhReGn/voo490++23q7S0NGL9vffeq9TU1Jj6AgAAQDtNDVJZUei8+Wi3tJ9bLrnbHTOUkSOlur64aLC0xXSnQwVjcrRw2pmW1gUAAAAAAABwRLcJ6NetW6cbbrhB//znP8P3TNMMf267lXt7f/rTn7Ro0SJJ0oABA7Rnzx6lpydn28433njjqHvz5s2Lq9bq1asjQvZjOfXUU/XEE09o1qxZ4X9eGzZs0KRJk5SVlaWRI0dq37592rVrV8Q/T0n68Y9/rOnTp8fVGwAAANooK5I2lXb8XFtuj5SZG9frll8/QUPcro4fbCOrfzqT8wAAAAAAAECCdYuA/tFHH9Utt9yi5uZmmaYpwzDCYXLbz8dz44036uGHH1Zzc7NqampUWlqqK6+8sitat4Xvfve7Mk1T1157rRobG8P3vV6vvF7vMdfceuutuv/++7uqRQAAgJ4r4AtNznehIW6XRgzs26XvBAAAAAAAANAx259B/9RTT+knP/lJxPnyDodD48aN07//+793GM5L0ogRIzRp0qTwdVlZWUJ6tbMrr7xSH374oWbNmnXCLesvuOACvfHGG1q4cOEJdyUAAABAlOqro9/WvpXTFdrOHgAAAAAAAECPYusJ+n/961+6/vrrI4Lim2++WbfffrsGDx4sKRTWRxMk/8d//IcqKipkmqZee+21hPXckWj+oCBRRo0apWeeeUb/+7//q7feekvbtm1TXV2dXC6XRo4cqfPPP1/Dhg1LWn8AAAD4Qn5hm7PmAQAAAAAAAPQUtg7o582bJ7/fLym0lf0f//hHzZo1K65aEydODH8+ePCgPvnkE40aNcqSPrsbt9utwsLCZLcBAADQ8wR8oYn5tmqrol/vdIXC+amLre0LAAAAAAAAgC3YNqBvamrSCy+8EJ6O/8EPfhB3OC9J+fn56tOnT/gM9s2bN/fagB4AAAAWa2qQyopCZ83Hsp393HLJ7TlynZHD5DwAAAAAAADQg9k2oH/nnXd0+PBhSaHp+eLi4k7Vczgc8ng8+vjjjyVJu3bt6nSPAAAAgKRQOL+pNPZ1bo+UmWt9PwAAAAAAAABsybYB/Y4dO8Kfhw0bplNOOaXTNU866aTw59ra2k7XAwAAQO/iCwTlrfNH3mz2adiWVXLEUa+qxqeg2RBXL3trY5jUBwAAAAAAAGALtg3ovV6vpND0/NChQy2v39LSYnlNAAAA9EyNTUEVl2xQRWW1/M2R/ztyuOHVW+mxh+U+M1WTflcpv7Zb1SYAAAAAAAAAm7NtQJ+Wlhb+3NTUZEnNgwcPhj8PGjTIkpoAAADo+YpLNmjlxj2W1qxoGSe/0jp+EAAAAAAAAECPYduAPjs7W5JkmqZ2797d6Xo1NTXauXOnDMOQJGVlZXW6JgAAAHo+XyCoispqSVK6mpRl1ER8P0QHYqtnpqqiZZyKAz+0rEcAAAAAAAAA3YNtA/q2Z84fOHBAW7duVX5+ftz1Xn755fC29oZhaPz48Z3uEQAAAD2ft84vo7lRj6QuUYFjvVxGIOq10/zztFeROzd5zQEJnZxPdzqU1T89YfUBAAAAAAAAxM+R7AaOZ/z48crMzAxPvD/++OOdqvfAAw+EP5922mnyeDydqgcAAIDeY2HqEk1JeTemcF6S9mqQdplZET+J3ta+YEyOXKkpCX0HAAAAAAAAgPjYNqB3OByaOnWqTNOUaZpavHixNm7cGFetX//611q3bp2k0PT87NmzrWwVAAAAPVmzTwWO9cnuokPpTocu/cpQLZx2ZrJbAQAAAAAAAHActt3iXpLmzZunZ599VoFAQH6/X9/61rf017/+Veecc05U61taWvTLX/5Sv/71r2UYhkzT1IABA/STn/wkwZ0DAACgp0hp8MY8OS9JLSkuLbv5MsnpSkBXR8vqn87kPAAAAAAAAGBztg7oTz75ZN1xxx361a9+JcMwVF1drQkTJmj27Nn63ve+p3HjxkmSTNMMB/Cff/65tm/frtdff12/+93vtHPnTpmmKSk0Pb9o0SK53e5k/loAAADoBRyjCzUie2Cy2wAAAAAAAABgI7YO6KXQFP22bdv0zDPPyDAMBYNBPf3003r66acjnjNNU9/85jePuicpHN7/+Mc/1pw5c7qsdwAAANhQwCfVV0f9eEp9VWz1nS4pv1CaujjGxgAAAAAAAAD0dLYP6CXpqaee0siRI3XfffeF77UN39vfa9UazBuGobvuukt33nln1zQMAAAA+2lqkMqKpK2rpGZf1MtyTvBd9bQVyhk2KvJmRo6U2jXb2gMAAAAAAADoXhzJbiAaDodDCxYs0OrVqzVp0qSjgvhWhmEcFdhPnDhRq1evJpwHAADo7cqKpE2lMYXzHQlmeKTM3MgfwnkAAAAAAAAAx9EtJuhbTZw4Ua+++qo+/PBDvfTSS1qzZo02b96sAwcOqKamRn369NHgwYOVl5enSZMm6dvf/rbOPffcZLcNAACAZAv4QpPzAAAAAAAAAJBE3SqgbzV27FiNHTtWxcXFyW4FAAAA3UF9taWT85LkM1MV7JtlaU0AAAAAAAAAPVu3DOgBAACAE/EFgvLW+cPXKbU+eSx+R0XLOJ3lZDt7AAAAAAAAANEjoAcAAECP0dgUVHHJBv2/ys80IHgofH+IDqgk3Zp3+MxUVbSMU3Hgh6qwpiQAAAAAAACAXoKAHgAAAD3GHc+v1be2ztdvUtbL5QxEtWaaf572alDU7/CaA+RXWrwtAgAAAAAAAOjFbB/QV1VVhT8PGDBA/fr1i7nG4cOHVVNTE772eKze4BQAAADJ5gsENfmju3RJyrsxrdurQdplcpY8AAAAAAAAgMRzJLuBE3n55Zc1YsSI8M+WLVviqrN58+aIOm+++abFnQIAACDZvIdqdLHxXpe9L93pUFZ/i/bNBwAAAAAAANAr2Dqgf/zxx2WapkzT1IUXXqhx48bFVeecc87RxIkTw7WWLl1qcacAAABItpQGr1xGdNvat/KZqfKaA+J6X8GYHLlSU+JaCwAAAAAAAKB3sm1AHwgE9Morr8gwDBmGoSuvvLJT9WbPnh3+vGrVKpmm2dkWAQAAkCwBn3RoZ8RPSn1Vx+vaqWgZF/N58ulOhy79ylAtnHZmzO8DAAAAAAAA0LvZ9gz6DRs2qL6+XpJkGIa+/e1vd6pe2/WHDh3Spk2bNHbs2E7VBAAAQBdrapDKiqStq6RmX8RXOTGUaUlxyTfqW/q3yb/VmtS+MbWQ1T+dyXkAAAAAAAAAcbFtQN/2vPnBgwdr+PDhnao3fPhwZWVlyev1SpIqKysJ6AEAALqbsiJpU2nMy6qnrVDOsFHha0dGjvqmuhRbNA8AAAAAAAAAnWPbgL41SDcMQ0OHDrWk5tChQ8N19+7da0lNAAAAdJGALzQ5H4dghkfKzLW4IQAAAAAAAACIjW3PoG9sbAx/drlcltRsW+fw4cOW1AQAAEAXqa8+alv7aPjMVAX7ZiWgIQAAAAAAAACIjW0D+szMzPDn/fv3W1KzbZ2MjAxLagIAAMDeKlrGSU5r/uATAAAAAAAAADrDtlvcZ2WFppxM09S//vUv1dbWyu12x12vpqZGO3fulGEYEfUBAACQJAFfaCo+WrVVMZX3mamqaBmn4sAPVRFjawAAAAAAAACQCLYN6L/85S9LCp1BHwwGtXLlSs2aNSvuen/9618VDAbDNUePHm1JnwAAAIhRU4NUVhQ6Tz6OLeuPaW65qsyBmrHk7+FbXnOA/Eqzpj4AAAAAAAAAWMC2AX1+fr6GDx+u3bt3yzRNzZ8/XzNmzJDTGXvLgUBAd999twzDkGmays7O1llnnZWArgEAAHoXXyAob50/pjWDXrpefbeVWdpHlTlQu5WlXSa7JAEAAAAAAACwL9sG9JI0c+ZMPfDAAzIMQ9u3b9ecOXP0zDPPxFxnzpw52rZtm6TQ9PyMGTOsbhUAAKBXaWwKqrhkgyoqq+Vvbol6XbqatCF9lWRY28+MJX8nnAcAAAAAAABge45kN3AiP/vZz9SvXz9JobPo//znP2vy5MnauXNnVOs//fRTXXzxxXruuefCZ8/36dNHd9xxR8J6BgAA6A2KSzZo5cY9MYXzkpRl1MhlBCztxWemymsOsLQmAAAAAAAAACSCrSfoBw8erPvuu08/+tGPwtvTv/766zrttNN06aWXqrCwUOecc46ys7OVkZGh+vp67du3T++9955WrVqllStXKhgMyjRNSaHp+XvvvVc5OTlJ/s0AAAC6L18gqIrK6mS3EVbRMo6z5gEAAAAAAAB0C7YO6CXphhtuUGVlpR577LHwFHxzc7PKyspUVnbis0tN05RhGOFw/8c//rF+9KMfdUXbAAAAPZa3zh/V5Hy6mpRl1ETcG6IDlvXhM1NV0TJOxYEfnrgPp0NZ/dMtey8AAAAAAAAAxMv2Ab0kPfroo8rLy9Ptt9+u5ubmcFDfOhl/LG2D+dTUVN1///268cYbu6plAACAXsslvxamLlGBY31M29lP88/TXg2K+nmvOSCqyfmCMTlypaZEXRcAAAAAAAAAEqVbBPSSdMstt2jy5MlasGCBSktL1dJyZGqrNbCXjoT2pmkqJSVF06dP1x133KGxY8d2ec8AAAC90cLUJZqS8m7M6/ZqkHaZWZb1ke50qGBMjhZOO9OymgAAAAAAAADQGd0moJekM888U88//7x2796tV199VWvWrNHHH3+sgwcPqq6uTv3799fAgQN12mmnaeLEiZo8ebKGDh2a7LYBAAB6jZL/PFtnL3tfCsa+9vkfTlDQPcKyXrL6pzM5DwAAAAAAAMBWulVA32rYsGGaM2eO5syZk+xWAAAA0IbHWStH0Bf7QqdLnmG5UqrL+qYAAAAAAAAAwCYcyW4AAAAAUH4h4TwAAAAAAACAHs+2Af1LL72kc889N/yzevXqZLcEAACAdtLVpOGGN/yTUl8VWwGnSzrjCmnq4sQ0CAAAAAAAAAA2Ytst7j/88EO99957kqQ+ffpowoQJSe4IAAAArVzya2HqEhU41stlBI58UXKCRXPLJbcn8l5GDpPzAAAAAAAAAHoN2wb0hmGE/3PkyJFyufg/bgEAAOxiYeoSTUl5N7ZFbo+UmZuYhgAAAAAAAACgG7DtFvcez5Hpqv79+yexEwAAAERo9qnAsT7ZXQAAAAAAAABAt2PbgD4398h01d69e5PYCQAAANpKafBGbmsfDacrtJ09AAAAAAAAAPRitt3ifsKECcrOzta+ffu0e/du7dixQ3l5ecluCwAAICl8gaC8df5ktyFJOljnl6fjxyLlF3LWPAAAAAAAAIBez7YBvcPh0FVXXaVFixZJkh566CE9+OCDSe4KAACgazU2BVVcskEVldXyN7d0+fvT1aQsoybi3hAdUEl6lAWcrlA4P3Wx9c0BAAAAAAAAQDdj24Beku68804tW7ZMe/fu1WOPPaaLL75YU6ZMSXZbAAAAXaa4ZINWbtzT5e91ya+FqUtU4Fgf03b21dNWKGfYqCM3MnKYnAcAAAAAAACAL9j2DHpJGjhwoFauXKnBgwerublZ06dP169+9Ss1NDQkuzUAAICE8wWCqqisTsq7F6Yu0ZSUd2M+az6Y4ZEyc4/8EM4DAAAAAAAAQJitJ+jfeecdSdKDDz6oW265RdXV1br77ru1aNEiTZkyReeee67y8vLkdruVmpoaU+3zzjsvES0DAABYxlvnT9q29gWO9XGtHdQvzeJuAAAAAAAAAKDnsHVA//Wvf12GYYSvDcOQaZqqq6vTsmXLtGzZsrjqGoah5uZmq9oEAADoUbKMmpgn5yWpyUhT+klDE9ARAAAAAAAAAPQMtg7oW5mmGQ7q2wb2pmkmqyUAAAC04xh9CVvaAwAAAAAAAMAJ2D6gbw3hCeMBAACOWH79BA1xWxCGN/uU0uCNuJVS31cqib6E6XTJyC+Uc+rizvcDAAAAAAAAAD2YrQP6O++8M9ktAAAA2NIQt0sjBvaNv0BTg1RWJG1dJTX7ol83t1xyeyJuGRk5TM4DAAAAAAAAQBRsHdDffffdyW4BAACgZyorkjaVxr7O7ZEyc63vBwAAAAAAAAB6AUeyGwAAAEAXC/hCk/MAAAAAAAAAgC5FQA8AANDb1FfHtq19K6dLysixvh8AAAAAAAAA6CUI6AEAABCd/ELOmgcAAAAAAACATrD1GfQAAACIQsAXmoqPVm1VbPWdrlA4P3VxbOsAAAAAAAAAABG6bUC/ceNGbd68WQcPHlRNTY1aWlo0e/ZsjRw5MtmtAQAAHMUXCMpb549pzd7aDrahb2qQyopC58nHs2X9scwtl9yeyHsZOUzOAwAAAAAAAIAFulVA/+GHH+q3v/2tVqxYoZqamqO+/9rXvnbMgP43v/mNPvroI0nSyJEj9fOf/zzhvXJ0KC0AACAASURBVAIAAEhSY1NQxSUbVFFZLX9zi7XFy4qkTaXW1nR7pMxca2sCAAAAAAAAACR1k4A+EAjo1ltv1aOPPipJMk3zqGcMwzju+sGDB+u2226TYRgyDENXX301k/YAAKBLFJds0MqNe6wv3OwLTc4DAAAAAAAAALoNR7Ib6EhjY6MmTZqkRx99NOZgvtVVV12lwYMHyzRNmaapP/3pT4loFQAAIIIvEFRFZQxnw8cgpcFr3bb2rZyu0Hb2AAAAAAAAAICEsH1Af9VVV+mdd94JXxuGoSlTpuiRRx7RihUrjhnat5eamqrLL788fF1eXp6QXgEAANry1vmt39ZeUrrToUH90iyvq/xCzpoHAAAAAAAAgASy9Rb3f/vb37RixYrwlPwpp5yikpISnXnmmRHPRTNFf9lll2np0qUyTVNr165VY2Oj+vTpk5C+AQAArJauJmUZNZKki07LVnrDXuuKO12hcH7qYutqAgAAAAAAAACOYuuA/u6775YUOnM+JydHb7zxhoYNGxZXrfHjx4c/Nzc3a/PmzTr77LMt6RMAACBRXPJrYeoSFTjWy2UEQjd3fPFzPHPLJbcn+pdk5DA5DwAAAAAAAABdwLYBfXV1tdatWxeejr/rrrviDuclKScnR1lZWfJ6vZKkrVu3EtADAICkWX79BA1xdxyKD3rpevXd9m5sxd0eKTM3zs4AAAAAAAAAAIli24D+7bffDp8vn5qaqlmzZnW65uDBg8MB/f79+ztdDwAAIF5D3C6NGNj3xA8FfNKOl7umIQAAAAAAAABAwjmS3cDxVFdXSwqdL3/qqaeqX79+na7pdrvDn+vr6ztdDwAAIKHqq6VmX2xrnK7QlvUAAAAAAAAAANuxbUD/+eefhz+3DdY7o6GhIfzZ5eKcVQAA0APlF3KePAAAAAAAAADYlG23uM/MzAx/rq2ttaTmnj17wp8HDx5sSU0AAIBopKtJWUZN+Dql9jPJ6CBIr62K/gVOVyicn7o4zg4BAAAAAAAAAIlm24A+OztbkmSapj755BMFAgGlpqbGXW/79u0R586PGDGi0z0CAAB0xCW/FqYuUYFjvVxG4MgXT3ay8Nxyye05cp2Rw+Q8AAAAAAAAANicbbe4P+ecc8Kfm5qa9Prrr3eq3rPPPhv+nJaWpq997WudqgcAABCNhalLNCXl3chw3gpuj5SZe+SHcB4AAAAAAAAAbM+2E/QjR47U6aefri1btkiS7r//fn3rW9+Kq1Z1dbUefvhhGYYhSTr//PM5gx4AAByTLxCUt85vSa3qgzUqcKy3pBYAAAAAAAAAoPuzbUAvSf/5n/+pW265RZL0xhtv6L777tPPfvazmGrU19dr+vTpOnjwoCTJMAzdeOONlvcKAAC6t8amoIpLNqiislr+5hZLag43vHor3eLJeSl03nxGjvV1AQAAAAAAAAAJZdst7iWpqKhII0eOlGEYMk1Td9xxh2688UbV19dHtf61117T1772Nb399tsyDEOGYWjcuHGaMmVKgjsHAADdTXHJBq3cuMeycD6h8gvZ0h4AAAAAAAAAuiFbT9CnpaVp2bJluvjii+X3+2Waph599FE9+eSTmjp1qsaNGydJMk1ThmGovLxcGzdu1Pbt2/X6669r69at4e9M01RmZqaWLVuW5N8KAADYjS8QVEVldafrpKtJWUZN+HqIDnS6ZgSnKxTOT11sbV0AAAAAAAAAQJewdUAvSRMmTNCzzz6rWbNmye8PnQdbV1enZ555Rs8880z4OdM09cADD0RcSwqH8/3799fy5ct1yimndO0vAAAAbM9b5+/U5LxLfi1MXaICx3q5jOi2tPdfvUrpmcNje1FGDpPzAAAAAAAAANCN2T6gl6TLL79ca9eu1cyZM7VlyxYZhhH+ru3ntqF8633TNDV69GiVlpZq9OjRXds4AADoFRamLtGUlHdjWpOeOVzKzE1QRwAAAAAAAAAAO7L1GfRtffnLX9bGjRv19NNP6+yzz5Zpmkf9tGq9zs/P1xNPPKEPPviAcB4AACREuppU4Fif7DYAAAAAAAAAAN1At5igb+V0OjV79mzNnj1bXq9Xa9as0ebNm3XgwAF9/vnn6tu3rwYPHqy8vDxNmjRJI0eOTHbLAACgm1t+/QQNcR9/W/mU2s/kejK6be3DnK7QdvUAAAAAAAAAgF6lWwX0bWVlZemKK65IdhsAAKCHG+J2acTAvsd/wIjjTPj8Qs6SBwAAAAAAAIBeqNsG9AAAAF0u4JPqqyPv1VZFv97pCoXzUxdb2xcAAAAAAAAAoFsgoAcAAOhIU4NUViRtXSU1+6JfN7dccnuOXGfkMDkPAAAAAAAAAL2Y7QL6yspKvfLKK/rggw+0f/9+NTc3a9CgQcrLy9NFF12kr3/960pJSUl2mwAAoDcpK5I2lca+zu2RMnOt7wcAAAAAAAAA0C3ZJqD/8MMPdcstt+jVV1897jP33HOP8vLytGDBAs2cObMLuwMAAL1Wsy80OQ8AAAAAAAAAQCc5kt2AJJWXl+u8887Tq6++KtM0wz+t2t775JNPNGvWLN12221J7BgAAPQWKQ3e2La1b+V0hba0BwAAAAAAAADgC0mfoN++fbumTZumhoYGSZJhGJJ0VEjfer/1uwceeECnnnqqrrvuuq5tGAAAJJ0vEJS3zm9Zvb21cQTwHckv5Lx5AAAAAAAAAECEpAf0//Vf/6WGhoaIYN7hcOiss87SqFGjlJqaqqqqKq1bt06NjY0yDEOGYcg0Td16662aNm2aBg4cmOTfAgAAdIXGpqCKSzaoorJa/uaWhLwjXU3KMmrC1yn1fWMr4HSFwvmpiy3uDAAAAAAAAADQ3SU1oN+8ebNee+21cOAuSVdddZXuvfdeDRs2LOLZxsZGPfzww5o3b56am5slSYcPH9ZTTz2lm2++uct7BwAAXa+4ZINWbtyTkNou+bUwdYkKHOvlMgJHvig5waK55ZLbE3kvI4fJeQAAAAAAAADAMSX1DPrly5eHPxuGoZtuukl//OMfjwrnJalPnz762c9+ppKSkvDzkvTCCy90TbMAACCpfIGgKiqrE1Z/YeoSTUl5NzKc74jbI2XmRv4QzgMAAAAAAAAAjiOpAf26deskhba1HzZsmO6///4O10yZMkUzZ84Mn1H/f//3f2ppScwWtwAAwD68df6Ebmtf4FifkNoAAAAAAAAAALRKakC/efNmSaFp+O9+97tyOqPbcf+aa64Jf/b5fPr0008T0B0AAOgtsoya2CbnpdBZ8xk5iWkIAAAAAAAAANAjJTWgP3ToUPjz2WefHfW6cePGRVx//vnnlvUEAAAQlfxCtrMHAAAAAAAAAMQkupH1BKmpqQmfJT9o0KCo12VmZko6cg59XV2d9c0BAIBuY/n1EzTEHWVY3uxTSoM34lZKfV+pJMqXOV2hcH7q4tiaBAAAAAAAAAD0ekkN6FtaWsIhe0pKStTrHI7Iwf9gMGhpXwAAoHsZ4nZpxMC+J36oqUEqK5K2rpKafdEXn1suuT1HrjNymJwHAAAAAAAAAMQlqQE9AABAlykrkjaVxr7O7ZEyc63vBwAAAAAAAADQ6yT1DHoAAIAuEfCFJucBAAAAAAAAAEgiAnoAANDz1VfHtq19K6crtKU9AAAAAAAAAAAWsM0W9xs2bJDTGV878ay94IIL4noXAADoRfILOW8eAAAAAAAAAGAZWwT0pmnq1ltvjWudpJjXGoah5ubmmN8HAAC6gYAvNDHfVm1VbDWcrlA4P3WxdX0BAAAAAAAAAHo9WwT0hmGEw/ZY1rSKdS0AAEg8XyAob53fsnp7azvYor6pQSorCp01H8t29nPLJbcn8l5GDpPzAAAAAAAAAADL2SKglyID90SuJcwHACCxGpuCKi7ZoIrKavmbW7ruxWVF0qbS2Ne5PVJmrvX9AAAAAAAAAADQTlID+pEjR3YqmAcAAPZTXLJBKzfu6dqXNvtCk/MAAAAAAAAAANhYUgP6Tz/9NJmvBwAAFvMFgqqorO74QYulNHhj29a+ldMV2s4eAAAAAAAAAIAu4Eh2AwAAoOfw1vm7dlt7SelOhwb1S4tvcX4hZ80DAAAAAAAAALqMbc6gBwAAiFa6mpRl1EiSLjotW+kNe2Mr4HSFwvmpixPQHQAAAAAAAAAAx0ZADwAAug2X/FqYukQFjvVyGYHQzR1f/BzP3HLJ7Ym8l5HD5DwAAAAAAAAAoMsR0AMAgC6x/PoJGuLuXCg+6KXr1Xfbu7EtcnukzNxOvRcAAAAAAAAAACsQ0AMAgC4xxO3SiIF94y8Q8Ek7XrauIQAAAAAAAAAAupgj2Q0AAABEpb5aavbFtsbpCm1nDwAAAAAAAACADRDQAwCAniu/kLPmAQAAAAAAAAC2wRb3AADAfgK+0MR8W7VV0a93ukLh/NTF1vYFAAAAAAAAAEAnENADAAD7aGqQyoqkrati285+brnk9hy5zshhch4AAAAAAAAAYDsE9AAAwD7KiqRNpbGvc3ukzFzr+wEAAAAAAAAAwEIE9AAA9GK+QFDeOr9l9fbWxjD13l7AF5qcBwAAAAAAAACghyKgBwCgF2psCqq4ZIMqKqvlb25Jdjsh9dWxbWvfyukKbWkPAAAAAAAAAIDNEdADANALFZds0MqNe5LdhjXyCzlvHgAAAAAAAADQLRDQAwDQy/gCQVVUVif8PelqUpZRE75Oqf1MMk4QpNdWxfYCpysUzk9dHGeHAAAAAAAAAAB0LQJ6AAB6GW+dP6Hb2rvk18LUJSpwrJfLCBz54slOFJ1bLrk9kfcycpicBwAAAAAAAAB0KwT0AADAUgtTl2hKyrvWFnV7pMxca2sCAAAAAAAAANDFHMluAAAA9BzpalKBY32y2wAAAAAAAAAAwJaYoAcAAGHLr5+gIe74t41Pqf1MricDHT8YC6crtJ09AAAAAAAAAADdHAE9AAAIG+J2acTAvvEXMBJwJnx+IWfNAwAAAAAAAAB6BAJ6AAAQv4BPqq8+cl1bZV1tpysUzk9dbF1NAAAAAAAAAACSiIAeAADErqlBKiuStq6Smn3RrZlbLrk90b8jI4fJeQAAAAAAAABAj0JA38v4fD6988472rJliw4dOqS0tDQNHz5cX/3qVzVq1KhktwcA6C7KiqRNpbGtcXukzNzE9AMAAAAAAAAAQDdAQJ9ku3fv1j/+8Q+tXbtW//jHP/Tee++prq4u/H1ubq4+/fTTTr/H6/Vq/vz5evLJJ3X48OFjPjNu3Dj94he/0NSpUzv9PgBADxbwhSbnAQAAAAAAAABATAjok+Dtt9/WAw88oLVr16qqysKzeo/jjTfe0PTp07V///4TPrd+/Xpdfvnluvrqq/X4448rLS0t4b0BALqh+urot7Vv5XSFtqwHAAAAAAAAAKAXI6BPgnXr1ukvf/lLl7zrrbfeUmFhoRobGyPun3TSScrLy9OhQ4f02WefKRgMhr97+umnVV9fr5KSEhmG0SV9AkBv5wsE5a3zd8m79tbGGK5bIb+Q8+QBAAAAAAAAAL0eAb3NZGRkqL6+3pJahw4d0syZMyPC+dzcXD300EO67LLLwuH7rl27dM8992jJkiXh50pLS7Vo0SL99Kc/taQXAMCxNTYFVVyyQRWV1fI3tyS7Hes5XaFwfuriZHcCAAAAAAAAAEDSEdAnUf/+/TVu3DiNHz9e5557rsaPH68dO3Zo0qRJltRfuHBhxBb6eXl5euutt+TxeCKeGz58uH73u99p5MiRuvPOO8P377rrLs2dO1eZmZmW9AMAOFpxyQat3Lgn2W1YZ2655G7z3zMZOUzOAwAAAAAAAADwBQL6JJgyZYq++c1vavTo0XI4HBHf7dixw5J3eL1ePfLIIxH3Hn/88aPC+bZuv/12vfzyy3rzzTclSTU1NfrNb36jBQsWWNITACCSLxBURWV1stuwltsjZeYmuwsAAAAAAAAAAGzJ0fEjsNopp5yiMWPGHBXOW+nPf/5zxFb5F1xwgS6++OITrjEMQ7/85S8j7v3+97+XaZoJ6REAejtvnd9W29qnOx3K6p+e7DYAAAAAAAAAAOixCOh7qLKysojra6+9Nqp1kyZNUl5eXvh67969evfddy3tDQBgTwVjcuRKTUl2GwAAAAAAAAAA9FgE9D1QfX19eJv6Vt/85jejWmsYhiZPnhxxb+XKlZb1BgCwn3SnQ5d+ZagWTjsz2a0AAAAAAAAAANCjcQZ9D7Rp0yYFAoHwdV5enoYMGRL1+vPPP1+PP/54+Pr999+3tD8AQMeWXz9BQ9yuxL+o2adso0bpTod0eJd0OIo1tVUJbwsAAAAAAAAAgJ6IgL4H2rx5c8T1mDFjYlrf/vn29QAAiTfE7dKIgX0T94KmBqmsSNq6Smr2Je49AAAAAAAAAAAgjC3ue6CtW7dGXI8YMSKm9e2f37lzp3w+whsA6FHKiqRNpYTzAAAAAAAAAAB0ISboe6B9+/ZFXA8fPjym9Tk5OXI6nWpubpYktbS06MCBAxo2bJglvXm93pjWbN++vdPvBQC0EfCFJucBAAAAAAAAAECXIqDvgerr6yOu+/XrF9N6wzDUp08f1dXVHbdmvB577DHNnz/fkloAgDjVVydmct7pkjJyrK8LAAAAAAAAAEAPwRb3PVD7MN3lcsVco0+fPiesCQDAUfILpdTY/zsHAAAAAAAAAIDeggn6Hqj9efFpaWkx10hPT4+4bmxs7FRPAIAkCvhCU/Otaqusre90hcL5qYutrQsAAAAAAAAAQA9DQN8DtZ+Yb2pqirmG3+8/Yc143XDDDZo+fXpMa7Zv367LL7/ckvcDQCL5AkF56/wdP/iFvbUJ2Ga+raYGqawodN58tFvazy2X3J7Y3pORw+Q8AAAAAAAAAABRIKDvgTIyMiKu20/UR6P9xHz7mvHKzs5Wdna2JbUAwC4am4IqLtmgispq+Ztbkt3OEWVF0qbS2Na4PVJmbmL6AQAAAAAAAACglyOg74Hah+mHDx+Oab1pmgkL6AGgJyou2aCVG/cku41IAV9och4AAAAAAAAAANiGI9kNwHrtJ9R37doV0/rq6mo1/3/27j26yvJMFPiTG9lACNcQjCJabcFUKxVFpVPROhnrraj1KNpWoJ1prUyPzmqxns6ZqmNnXCNzetHRyrS2tlOXVTkIZ7wWFLxfKqNohaJUERDEoHJnJyHZ548MKRsI7J3s7Nx+v7Wylu+3v/d9n43fTr69n/0+786dLe3CwsIYNmxYTmID6GmSDY0xf+n6A5+Yb1vXZ17WfpfiRHO5egAAAAAAoENI0PdAo0ePTmuvWrUqq/57nj9q1Kic7UEP0NPUbqnLeVn70uLCqBhQmtMxMzL6LHvJAwAAAABAB1LivgcaM2ZMWnvp0qVZ9V+2bNl+xwOgY9VUV0aipCjzDg3J5hXzu9u8NvP+xYnm5PykWzPvAwAAAAAAZE2Cvgf65Cc/GSUlJdHQ0BAREStXrox169bFQQcdlFH/Z555Jq09duzYnMcIwN5KiwujproyZl54bGYd6rdHzJvevNd8NuXspz0SUV7153ZZpZXzAAAAAACQBxL0PdCAAQPilFNOiccee6zl2Pz58+Oyyy47YN9UKhULFixIO3buuefmPEaA3uC+y0+OEeWZJ74rBpRmt3J+3vSI1+dkH1h5VcTgUdn3AwAAAAAA2kWCvof6whe+kJagv+OOOzJK0C9cuDDefvvtlnZlZWWceOKJHRIjQE83ojwRI4f065jBG5LNK+cBAAAAAIBuo7CzA6BjTJ48Ofr379/SfvLJJ+Pxxx/fb59UKhXXX3992rFp06ZFYaHLBKDL2bo+u7L2uxQnmkvaAwAAAAAAeSfz2kMNHz48/vZv/zbt2F//9V/H2rVrW+1z4403xpNPPtnSHjhwYMyYMaPDYgSgE4w+y37zAAAAAADQSZS47yTPPPNM7NixY6/jS5YsSWsnk8m99oTfpaqqKqqrq1ud4+qrr45f/epX8d5770VExNtvvx0TJkyIm2++Oc4999woKCiIiIg1a9bED37wg5g1a1Za/7//+7+PIUOGZPW8AGijhmTzqvhMbW79C1f7VJxoTs5PujW7fgAAAAAAQM5I0HeSL33pS/HOO+8c8Lz169dHTU3NPh+bMmVK3Hnnna32HTJkSNxzzz1xxhlnRDLZXAb5nXfeiUmTJsWgQYPi8MMPj40bN8aqVauisbExre+kSZPiO9/5TuZPCIC2qd8eMW96837ybSlZvy/THokor0o/VlZp5TwAAAAAAHQyJe57uFNOOSUefPDBvVbCb9y4MV5++eV4++2390rOX3rppXHPPfe0rLAHoAPNmx7x+pzcJecjmpPzg0el/0jOAwAAAABAp5Og7wU+97nPxdKlS+Ob3/xm9OvXr9XzPv3pT8f//b//N+66664oLS3NY4QA3UOyoTFWf7g97ee9ze1IrDckm1fOAwAAAAAAvYIS951k5cqVeZ2vsrIybrvttvg//+f/xLPPPhvLli2LjRs3Rp8+feLggw+OE088MY488si8xgTQXeyob4wZs5fE/KXro25nU+4G3ro+tyvnI5r3mi+rzO2YAAAAAABATkjQ9zJ9+/aN008/PU4//fTODgWg25gxe0k88Oq6zg4jM6PPUs4eAAAAAAC6KAl6ANiPZENjzF+6vv0DNSSbV8zvbvPa9o+7S3GiOTk/6dbcjQkAAAAAAOSUBD0A7Eftlro2lbUvLS6MigGlEfXbI+ZNb95rPpty9tMeiSivyvz8skor5wEAAAAAoIuToAeADlBTXRmJkqKI+6ZHvD4n+wHKqyIGj8p9YAAAAAAAQKeRoAeAHCotLoya6sqYeeGxzWXtlz/U2SEBAAAAAABdhAQ9ALTRfZefHCPK08vKVwwobV45HxHx0ZrsytrvUpxoLlkPAAAAAAD0KBL0ANBGI8oTMXJIv9wPPPos+8kDAAAAAEAPJEEPABkqjfqoKNjU0i7avDqiYD+J9M1rs5ugONGcnJ90axsjBAAAAAAAujIJegA4gETUxcySWVFTuDgSBQ1/fuDOdgw67ZGI8qr0Y2WVVs4DAAAAAEAPJkEPAAcws2RWnFv0fG4HLa+KGDwqt2MCAAAAAABdWmFnBwAAXdrOZNQULu7sKAAAAAAAgB5Agh4A9qNoe216WftcKE40l7MHAAAAAAB6FSXuAehRkg2NUbulLmfjfbilLqoOfFp2Rp9lr3kAAAAAAOiFJOgB6BF21DfGjNlLYv7S9VG3s6nN45RGfVQUbGppj4gPYnZpLiKM5pXzo8+KmHRrjgYEAAAAAAC6Ewl6AHqEGbOXxAOvrmtz/0TUxcySWVFTuDjjkvbrL5wblQd/LPNJyiqtnAcAAAAAgF5Mgh6Abi/Z0Bjzl65v1xgzS2bFuUXPZ9WnsawqYvCods0LAAAAAAD0HoWdHQAAtFftlrp2l7WvKVycdb+h/fu0eU4AAAAAAKD3kaAHoNerKNiUcVn7XeoL+kTpoIM6KCIAAAAAAKAnkqAHgDYoHHO2/eQBAAAAAICs2IMegB7tvstPjhHluyXSdyajaHtt2jlFW/tFzM5svFRxIgpGnxXFk27NYZQAAAAAAEBvIEEPQI82ojwRI4f0i6jfHjFvesTyhyJ2JjMfYNojEeVVLc2Cskor5wEAAAAAgDaRoAegd5g3PeL1Odn3K6+KGDwq9/EAAAAAAAC9jj3oAej5GpLNK+cBAAAAAAA6kQQ9AD3f1vXZlbXfpTgRUVaZ+3gAAAAAAIBeSYIeAFoz+iz7zQMAAAAAADljD3oAepTSqI+Kgk0t7aLNqyMKPsxukOJEc3J+0q05jg4AAAAAAOjNJOgB6BDJhsao3VKXl7ne25yMRNTFzJJZUVO4OBIFDX9+8M4DdJ72SER5Vfqxskor5wEAAAAAgJyToAcgp3bUN8aM2Uti/tL1UbezKW/z3lIyK84tej77juVVEYNH5T4gAAAAAACAPUjQA5BTM2YviQdeXZfXOUujPmoKF+d1TgAAAAAAgGwVdnYAAPQcyYbGmL90fd7nrSjYlF7WPlPFieZy9gAAAAAAAHkgQQ9AztRuqctrWft2G32WveYBAAAAAIC8UeIegC6nNOqjomBTxuePiA+ym6A40Zycn3RrlpEBAAAAAAC0nQQ9AF1GIupiZsmsqClc3LaS9fsy7ZGI8qr0Y2WVVs4DAAAAAAB5J0EPQF7cd/nJMaJ8/0nxoQ9fHv3efD63E5dXRQweldsxAQAAAAAA2kCCHoC8GFGeiJFD+rV+QkMy4u1H8xcQAAAAAABAnhV2dgAAEBERW9dH7EzmdsziRHM5ewAAAAAAgC5Agh6Anmv0WfaaBwAAAAAAugwl7gHoHA3J5lXzu2xem7uxixPNyflJt+ZuTAAAAAAAgHaSoAcgv+q3R8ybHrH8ocxL2k97JKK8KvM5yiqtnAcAAAAAALocCXoA8mve9IjX52TXp7wqYvCojokHAAAAAAAgTyToAXq4ZENj1G6py8tc720+wIr4hmTzynkAAAAAAIBeSIIeoIfaUd8YM2YviflL10fdzqbODqfZ1vWZl7XfpTjRXLIeAAAAAACgm5OgB+ihZsxeEg+8uq6zw2i/0WfZTx4AAAAAAOgRJOgBeqBkQ2PMX7q+Q+cojfqoKNiU8flFm1dHFHyY+QTFiebk/KRb2xAdAAAAAABA1yNBD9AD1W6p67Cy9omoi5kls6KmcHEkChoy73jnAR6f9khEedWf22WVVs4DAAAAAAA9igQ9AFmZWTIrzi16PvcDl1dFDB6V+3EBAAAAAAC6iMLODgCA7qM06qOmcHFnhwEAAAAAANAtWUEP0Mvcd/nJMaK8baXjizavjsSdWZS1z1RxormkPQAAAAAAQA8mQQ/Qy4woT8TIIf3a1rmgg/aEH32W/eYBAAAAAIAeT4IegNY1JCO2rv9ze/Pa3I5fnGhORUGzXQAAIABJREFUzk+6NbfjAgAAAAAAdEES9ADsrX57xLzpEcsfitiZzKzPtEciyquym6es0sp5AAAAAACg15CgB2Bv86ZHvD4nuz7lVRGDR3VMPAAAAAAAAD1AYWcHAEAX05BsXjkPAAAAAABATknQA5Bu6/rMy9rvUpxoLlcPAAAAAABAq5S4B+gCkg2NUbulLmfjvbc5ywR7e40+y17yAAAAAAAAByBBD9CJdtQ3xozZS2L+0vVRt7Mp/wE0JJtXzO9u89rM+xcnmpPzk27NbVwAAAAAAAA9kAQ9QCeaMXtJPPDquvxPXL89Yt705r3msylnP+2RiPKqP7fLKq2cBwAAAAAAyJAEPUAnSTY0xvyl6w98YkeYNz3i9TnZ9yuvihg8KvfxAAAAAAAA9AKFnR0AQG9Vu6Uu72XtS4sLo6JvqnnlPAAAAAAAAHklQQ/Qi9RUV0YiuSG7sva7FCeaS9oDAAAAAADQJhL0AL1AaXFhnPOpg2Lmhce2fZDRZ9lvHgAAAAAAoB3sQQ/QBd13+ckxojzDZPjOZBRtr93vKUP794nS4sKIbWsiNq/NLpjiRHNyftKt2fUDAAAAAAAgjQQ9QBc0ojwRI4f02/9J9dsj5k1v3k++LSXr92XaIxHlVenHyiqtnAcAAAAAAMgBCXqA7mre9IjX5+R2zPKqiMGjcjsmAAAAAAAAEWEPeoDuqSHZvHIeAAAAAACAbkOCHqA72ro+d2XtdylONJezBwAAAAAAoENI0APQbPRZ9poHAAAAAADoQPagB+gCSqM+Kgo2tbSLNq+OKNhPsnzz2txNXpxoTs5PujV3YwIAAAAAALAXCXqAHEk2NEbtlrqMz39vczISURczS2ZFTeHiSBQ0/PnBO9sRyLRHIsqrMj+/rNLKeQAAAAAAgDyQoAdopx31jTFj9pKYv3R91O1syqrvLSWz4tyi53MbUHlVxOBRuR0TAAAAAACAdpOgB2inGbOXxAOvrsu6X2nUR03h4g6ICAAAAAAAgK6osLMDAOjOkg2NMX/p+jb1rSjYlF7WPheKE80l6wEAAAAAAOhyJOgB2qF2S13WZe071Oiz7CcPAAAAAADQRSlxD5AjpVEfFQWbMj5/RHyQu8mLE83J+Um35m5MAAAAAAAAckqCHqCdElEXM0tmRU3h4tyVrJ/2SER5Vebnl1VaOQ8AAAAAANDFSdADtNPMkllxbtHzuR20vCpi8KjcjgkAAAAAAECnsgc9QHvsTEZN4eLOjgIAAAAAAIBuQIIeoB2Kttfmrqz9LsWJ5pL1AAAAAAAA9CgS9ABdzeiz7CcPAAAAAADQA9mDHmCXhmTE1vVZdSnaujZ38xcnmpPzk27N3ZgAAAAAAAB0GRL0APXbI+ZNj1j+UMTOZFZd91eIfv2Fc6Py4I9lPlhZpZXzAAAAAAAAPZgEPcC86RGvz8n5sI1lVRGDR+V8XAAAAAAAALone9ADvVtDsnnlPAAAAAAAAHQwK+iBXiXZ0Bi1W+pa2kWbV0dVlmXtM5onVRKN/SpyPi4AAAAAAADdlwQ90CvsqG+MGbOXxPyl66NuZ1PL8UMKauPp0tzPN79pXIwttp88AAAAAAAAfyZBD/QKM2YviQdeXRelUR+HFGxqOT4iPsjpPMlUScxvGhczGr4R83M6MgAAAAAAAN2dBD3Q4yUbGuOppavilpKfRk3h4kgUNGTU78K678d7MTSruWpTA6Mu+rQlTAAAAAAAAHo4CXqgx6vdUhc/KPhpnFv0fFb93ouhsSbVtn3kS4sLo2JAB9TOBwAAAAAAoNsq7OwAADrczmTUFC7O65Q11ZWRKCnK65wAAAAAAAB0bVbQAz1e0fbajMva75JMlURtamDWc5UWF0ZNdWXMvPDYrPsCAAAAAADQs0nQA+xD0yfOigVnnpF1v4oBpVbOAwAAAAAAsE8S9EDP0pCM2Lo+7VDR1rWZ9y9ORIw+K/pNujX69emX4+AAAAAAAADozSTogZ6hfnvEvOkRyx+K2JlMe6hyP93WXzg3Kg/+2J8PlFVGlCQ6JkYAAAAAAAB6NQl6oGeYNz3i9TlZd2ssq4oYPKoDAgIAAAAAAIB0hZ0dAEC7NSSbV84DAAAAAABAFyZBD3R/W9fvVdY+E8lUSTT2q+iAgAAAAAAAAGBvEvRArzW/aVxEsf3mAQAAAAAAyA970ANdTrKhMWq31LV+ws5kFG2vbWkWbV0bldmMnyqJ+U3jYkbDN2J+28MEAAAAAACArEjQA13GjvrGmDF7Scxfuj7qdjbt9Xgi6mJmyayoKVwciYKGjMa8sO778V4MTTtWmxoYddEnJzEDAAAAAABApiTogS5jxuwl8cCr61p9fGbJrDi36PmsxnwvhsaalH3mAQAAAAAA6Hz2oAe6hGRDY8xfur7Vx0ujPmoKF+cxIgAAAAAAAMgtCXqgS6jdUrfPsva7VBRsyris/S7JVEnUpga2+nhpcWFUDCjNakwAAAAAAABoKwl6oMea3zRuv3vN11RXRqKkKI8RAQAAAAAA0JvZgx7oGA3JiK2tl6zfU9HmZBxSUNvq4yPig4zHSqZKYn7TuJjR8I19Pl5aXBg11ZUx88JjMx4TAAAAAAAA2kuCHsit+u0R86ZHLH8oYmcy425VEfF0G6vNr79wbjSWVbW0G/tVxNjiRMxv5fyKAaVWzgMAAAAAAJB3EvRAbs2bHvH6nLxOWXnwxyIGj8rrnAAAAAAAAJAte9ADudOQbF45DwAAAAAAAOxFgh7Ina3rsyprnxPFiYiyyvzOCQAAAAAAAG0gQQ90b6PPiihJdHYUAAAAAAAAcED2oAfapiHZvGJ+d5vX5m/+4kRzcn7SrfmbEwAAAAAAANpBgh7ITv32iHnTm/eaz6ac/bRHIsqrWn147aZkXDTruX0+du83To6qgXuski+rtHIeAAAAAACAbkWCHsjOvOkRr8/Jutva1JBoTFW0+vh7kYw1rTzeWD4yYnC/rOcEAAAAAACArkSCHshcQzJSyx+KgjZ0vWjWc7EmtSLnIQEAAAAAAEB3UdjZAQDdyNb1UZBNWfv/lkyVRG1qYAcEBAAAAAAAAN2HBD2QsbqdTW3qN79pXNRFnxxHAwAAAAAAAN2LEvdA6xqSEVvXtzQ3rl8ZlVl0T6ZKYn7TuJjR8I02h1BaXBgVA0rb3B8AAAAAAAC6Cgl6YG/12yPmTY9Y/lDEbiXt95ecv7Du+/FeDE07Vpsa2O6V8zXVlZEoKWrXGAAAAAAAANAVSNADe5s3PeL1OVl1eS+GxppURc5CKC0ujJrqyph54bE5GxMAAAAAAAA6kwQ9kK4h2bxyPku3XnpcDDn4yJyFUTGg1Mp5AAAAAAAAehQJeiDd1vVpZe0zkUyVxJDKQ2LkkH4dFBQAAAAAAAB0f4WdHQDQ/c1vGhdRnOjsMAAAAAAAAKBLs4IeerqGZPOq+ExtXpvxqclUScxvGhczGr4R89sQGgAAAAAAAPQmEvTQU9Vvj5g3vXk/+SxL1rdm/YVz44t3vdPSrk0NjLrok5OxAQAAAAAAoKeToIeeat70iNfn5HTIxrKqWJPantMxAQAAAAAAoLewBz30RA3J5pXzAAAAAAAAQJchQQ890db1OStrv0tTUSLW7izP6ZgAAAAAAADQm0jQAxl5sH5sXPjz/+rsMAAAAAAAAKDbsgc9dHcNyeYV87vbvDZnwydTJTG/aVzMaPhGzsYEAAAAAACA3kiCvpf605/+FC+++GKsWbMm6uvrY/DgwTFmzJiYMGFCJBKJzg6PTNRvj5g3vXmv+SzK2ddd9lCc+YsVUd+Yyuj82tTAqIs+bY0SAAAAAAAA+G8S9L3M3Llz44Ybboj/+q99lyovKyuLqVOnxrXXXhvDhg3Lc3RkZd70iNfnZN3tg8Jh8dbOjTkNpbS4MCoGlOZ0TAAAAAAAAOhp7EHfS9TV1cWXv/zlOP/881tNzkdEbN26Nf7t3/4tqqur48knn8xjhGSlIdm8cr6LqKmujERJUWeHAQAAAAAAAF2aBH0v0NTUFBdffHHcddddaceLiori8MMPj7Fjx8bAgQPTHqutrY0zzzwznnvuuXyGSqa2rs+qrH2L4kQ09qvIWRilxYVxzqcOipkXHpuzMQEAAAAAAKCnUuK+F5g5c2bMmzcv7djll18e//AP/xBVVVUR0ZzEnzdvXlx11VWxatWqiIjYvn17XHTRRfGHP/xhrwQ+3dTosyKKE60+fN/lJ8eI8tYf31PFgFIr5wEAAAAAACBDEvQ93AcffBD/9E//lHbsxhtvjGuuuSbtWGFhYZx//vkxfvz4+Iu/+ItYuXJlRESsWbMmfvjDH8b111+fr5CJiGjcGbH53dYf37w2u/GKE83J+Um3Rmxt/bQR5YkYOaRfdmMDAAAAAAAAGZGg7+Fuuumm2LJlS0v7lFNOie9+97utnn/wwQfHz3/+8/jLv/zLlmM/+tGP4n/+z/8ZQ4cO7dBY2c3mdyN+8qm29Z32SER5VfqxssqIkl0r47e3KzQAAAAAAACgbexB34M1NTXFL3/5y7Rj1113XRQUFOy33+mnnx6f/exnW9pbtmyJe++9t0NipAOUV0UMHpX+U5J52XoAAAAAAACgY0jQ92DPPvts1NbWtrQ/9rGPxamnnppR36997Wtp7blz5+YyNAAAAAAAAIBeR4K+B3vwwQfT2jU1NQdcPb/7ubtbtGhRbNu2LWex0UGKE83l7AEAAAAAAIAuR4K+B3vllVfS2hMmTMi4b1VVVRx22GEt7fr6+li6dGmuQqOjjD5LOXsAAAAAAADoooo7OwA6zrJly9La1dXVWfWvrq6OlStXpo13wgkn5CI0DmBnUyqrF2dTUSKSHzsjPjxlZqQ+3L7fc9/bnGxfcAAAAAAAAECbSND3UDt27IhVq1alHRs5cmRWY+x5/vLly9sdF5lZlxoSl9T9JOPza1MDo+61PhGvvdCBUQEAAAAAAADtIUHfQ23YsCFSqVRLu6SkJIYPH57VGAcffHBa+/333293XO+//37U1tZm1WfFihXtnrfbKSyONamKzo4CAAAAAAAAyCEJ+h5q69atae1+/fpFQUFBVmP0799/v2O2xW233RbXX399u8cBAAAAAAAA6G4KOzsAOsaeyfREIpH1GH379t3vmPQspcWFUTGgtLPDAAAAAAAAgB5Lgr6HSiaTae0+ffpkPUZpaXqydseOHe2Kia6tproyEiVFnR0GAAAAAAAA9FhK3PdQe66Yr6+vz3qMurq6/Y7ZFldccUX8j//xP7Lqs2LFijjvvPPaPTf7VlpcGDXVlTHzwmM7OxQAAAAAAADo0SToe6iysrK09p4r6jOx54r5Pcdsi+HDh8fw4cPbPU5Pd9DARDx19Wl5matiQKmV8wAAAAAAAJAHEvQ91J7J9O3bt0cqlYqCgoKMx9i2bdt+x6TjFBcVxsgh/To7DAAAAAAAACCH7EHfQw0bNiwtGd/Q0BDvv/9+VmO8++67aW0r3wEAAAAAAADaToK+h+rbt28ceuihacdWrVqV1Rh7nj9mzJh2xwUAAAAAAADQW0nQ92B7JtSXLl2aVf9ly5btdzwAAAAAAAAAMidB34ONHTs2rf3ss89m3HfdunWxcuXKlnZJSUlUV1fnKjQAAAAAAACAXkeCvgc755xz0toLFiyIVCqVUd/f/e53ae3TTjstysrKchYbAAAAAAAAQG8jQd+DTZgwIYYNG9bSfuutt2LRokUZ9b3jjjvS2pMmTcplaAAAAAAAAAC9jgR9D1ZYWBhTp05NO3b99dcfcBX9Y489Fk899VRLe8CAAXHRRRd1RIgAAAAAAAAAvYYEfQ/33e9+N600/RNPPBH/8i//0ur57777bvz1X/912rErr7wybSU+AAAAAAAAANmToO/hhg0bFt/73vfSjv2v//W/4oorroi1a9e2HGtqaoq5c+fGhAkTYuXKlS3Hq6qq4tvf/na+wgUAAAAAAADosSToe4Hvfve7cc4556Qd++lPfxqHHnpoHHHEEXHcccfF0KFD4/zzz49Vq1a1nNO3b9+49957Y9CgQfkOGQAAAAAAAKDHkaDvBQoLC+O+++6LyZMnpx1vbGyMt956K15++eXYuHFj2mNDhw6Nhx56KD7zmc/kM1QAAAAAAACAHkuCvpdIJBJx9913x+zZs2Ps2LGtnte/f/+44oorYunSpXHqqafmL0AAAAAAAACAHq64swMgv774xS/GF7/4xVixYkW88MIL8e6770Z9fX0MGjQojjrqqPjMZz4TiUSis8MEAAAAAAAA6HEk6HupI488Mo488sjODgMAAAAAAACg11DiHgAAAAAAAADyQIIeAAAAAAAAAPJAgh4AAAAAAAAA8kCCHgAAAAAAAADyQIIeAAAAAAAAAPJAgh4AAAAAAAAA8kCCHgAAAAAAAADyQIIeAAAAAAAAAPJAgh4AAAAAAAAA8kCCHgAAAAAAAADyQIIeAAAAAAAAAPJAgh4AAAAAAAAA8kCCHgAAAAAAAADyQIIeAAAAAAAAAPJAgh4AAAAAAAAA8kCCHgAAAAAAAADyQIIeAAAAAAAAAPJAgh4AAAAAAAAA8qC4swOAA6mrq0trr1ixopMiAQAAAACgNXt+drvnZ7sAgAQ93cDq1avT2uedd14nRQIAAAAAQKZWr14dxx13XGeHAQBdihL3AAAAAAAAAJAHEvQAAAAAAAAAkAcFqVQq1dlBwP5s3LgxnnjiiZb2yJEjo7S0tBMjyp8VK1aklfSfO3duHHnkkZ0YEXQ81z29keue3sh1T2/kuqc3ct3T27jm6Y32vO5vvvnmOPTQQyMiYuLEiTFo0KDOCg0AuiR70NPlDRo0KCZNmtTZYXQJRx55ZHzyk5/s7DAgr1z39Eaue3oj1z29keue3sh1T2/jmqc3+tznPue6B4D9UOIeAAAAAAAAAPJAgh4AAAAAAAAA8kCCHgAAAAAAAADyQIIeAAAAAAAAAPJAgh4AAAAAAAAA8kCCHgAAAAAAAADyQIIeAAAAAAAAAPJAgh4AAAAAAAAA8kCCHgAAAAAAAADyQIIeAAAAAAAAAPJAgh4AAAAAAAAA8qC4swMAWldRURHXXnttWht6Otc9vZHrnt7IdU9v5LqnN3Ld09u45umNXPcAkJ2CVCqV6uwgAAAAAAAAAKCnU+IeAAAAAAAAAPJAgh4AAAAAAAAA8kCCHgAAAAAAAADyQIIeAAAAAAAAAPJAgh4AAAAAAAAA8kCCHgAAAAAAAADyQIIeAAAAAAAAAPJAgh4AAAAAAAAA8kCCHgAAAAAAAADyQIIeAAAAAAAAAPJAgh4AAAAAAAAA8kCCHgAAAAAAAADyQIIeAAAAAAAAAPJAgh4AAAAAAAAA8qC4swOATP3pT3+KF198MdasWRP19fUxePDgGDNmTEyYMCESiUTO5vnDH/4QS5Ysidra2ti2bVsMGjSoZZ6+ffvmbB7IhY5+Xaxbty7eeOONWLVqVWzYsCG2b98effr0iYEDB8Zhhx0Wxx9/fAwZMiQHzwT2L5VKxcqVK+O1116LNWvWxMaNG6O0tDQGDx4cH//4x+OEE07I6d+CiObX1+LFi+P999+PTZs2RSKRiMGDB8dRRx0Vn/70p3M+H9A9TZ48Oe65556W9rp162LEiBGdGBF7cn9Pb+Vens6Sr89vVq9eHS+99FKsW7cuNm7cGCUlJTFo0KD4+Mc/HuPGjYsBAwbkbC4AAMglCXq6vLlz58YNN9wQ//Vf/7XPx8vKymLq1Klx7bXXxrBhw9o0x9atW+MnP/lJ3HbbbbF27dp9ntO3b9+YPHlyXHfddXHooYe2aZ5snHrqqfHEE0/s95w+ffq0JKgqKyvjiCOOiOrq6pgwYYIPHHu4jnpdvPPOO3HXXXfFU089FS+99FJs2LDhgH3Gjx8fX//612PKlClRXNyxf1auu+66uP7661vaU6ZMiTvvvLND56TzfPTRRzF37tx45JFH4vHHH9/v9VhSUhJnn312XHXVVTFx4sQ2z7lx48a45ZZb4mc/+1msXr261fP69OkT559/fvzd3/1dnHjiiW2eLxNTp06NX/3qVy3ta6+9Nq677roOnZP8yucXUDZu3BivvfZavPHGG/HRRx9FQ0NDDB48OEaMGBEnnnhiHHTQQTmZB1rz7rvvxosvvhgvvPBCvPjii/HSSy/Fli1bWh4fNWpUrFy5st3zdKf7+2uuuSZuvPHGNo25aNGiOO200/b5WCqVatOYdKyOfA109Xv5/WlsbIxDDz007fVaUFAQb731Vhx22GGdFhfZycfnN8lkMmbNmhW33357/PGPf2z1vMLCwvj85z8fV155ZfzVX/1Vm+bK1J7vU3c56aST4rnnnmvTmFu3bo0RI0bEtm3b9nps4cKFceqpp7ZpXAAAuogUdFHJZDL1pS99KRURGf1UVFSknnjiiaznefHFF1NVVVUZz9O/f//UPffc0wHPON3EiRMzjmlfP/369UtddNFFbfo3oevq6NfFz372szZfc2PHjk299tprHfjsU6lrr702bc4pU6Z06Hx0niuuuCLVp0+fNl2Ll112WWrTpk1Zz7lgwYKs/h5ERKqwsDB11VVXpXbu3NkB/wrNpkyZkjbntdde22FzkT8ffvhh6he/+EXqoosuSg0bNmy/11lJSUnqvPPOSy1atCjreRobG1OPPfZY6qqrrkodffTRB7ymq6urU7feemtq27ZtHfCs9zZq1Kh23e9EROrKK6/MS6ytufjii9PiWbduXafG0xU9/fTTqfPPPz+j37GjRo1q93zd7f5+5MiRqcbGxjaNOXXq1FafF11Hvl4DXf1efn8efvjhfcZ1/fXXd1pMZC5fn9+8/PLLqTFjxmR9fV9yySUdem+z5/vU3X/eeOONNo155513tjrmwoULc/sEAADIO3vQ0yU1NTXFxRdfHHfddVfa8aKiojj88MNj7NixMXDgwLTHamtr48wzz8zq28kLFy6MU045Za9VNaWlpVFdXR3jxo2LysrKtMe2bdsWl1xySdx9991ZPqv82r59e9x7770xceLE+NznPrffb5bTPeTrdbEvBx10UBxzzDFx0kknxdFHHx1lZWV7nfPKK6/ExIkT45VXXmnXXBAR8cILL0R9ff1ex4uKiuKQQw6JcePGxac+9am9rvmIiF//+tdRU1MTW7duzXi+xx57LM4+++y9/h4UFBTEkUceGePHj49jjjlmr8okTU1N8eMf/zimTp2a8Vwwffr0GDFiRHz1q1+Ne++994ArHBsaGmLu3Llx6qmnxpQpU2Lz5s0ZzfPoo4/GIYccEqeffnr8+Mc/jj/84Q8H7LN06dKYPn16jB07Nn7/+99nNA8cyO9///u4//77W13Jnkvd8f5+9erVsXDhwqz7bdu2LWbPnt0BEZFr+XwN7Et3uJffvVrQ7n7961+rBtHF5et96muvvdbqZxujRo2K8ePHx7HHHhvl5eV7PX733XfHueeeu8/3Fx3t17/+dZv6tfaaAACgZ5Cgp0uaOXNmzJs3L+3Y5ZdfHqtWrYq33norXn755fjwww9jzpw5aeUot2/fHhdddFFs2rTpgHOsWbMmLr744kgmky3HhgwZErfffnts2LAhXn/99XjppZfivffei9///vdx+umnt5zX1NQUX/va12Lp0qU5eLaZmTFjRsyfPz/t5+GHH4677747fvrTn8b//t//O/7yL/9yn29GFy5cGOPGjUvbH5XuJx+vi4jmD1JOO+20+MEPfhBPPvlkbNq0KdauXRuvvvpqPPfcc/Haa6/Fpk2b4sUXX4wvf/nLaX0//PDDuPjii6Ourq79Txj+26BBg+KKK66IBx98MD766KOWvSaXLFkSH3zwQSxcuDA++9nPpvV58cUXM06ab9myJb7yla+kXbeJRCL++Z//OWpra+PNN9+MF154IV599dXYvHlzzJs3Lz7xiU+kjfGb3/xmrw8loTX5+gLKm2++GevWrdvnY0OGDInq6uo44YQT9lna+80334yJEyfGk08+mcEzgrbbV6Kwrbrb/X1h4Z/fjrclgTNnzpy03wW7j0f3kcvXQET3vJfftGlTzJ07d5+P/elPf4qnn346r/GQnXy8T21sbIyvfOUr8dFHH7UcKyoqiu985zuxZs2aWLlyZbzwwgvxyiuvxEcffRSPP/54jB8/Pm2Mxx9/PGbOnNnOZ5uZ3X8f/+Y3v8n6SybvvPNOLFq0aJ/jAQDQQ3T2En7Y04YNG1IDBgxIK9914403tnr+mjVrUocddlja+d///vcPOM9ll12W1mf48OGpZcuWtXp+Y2PjXmWGzz777DY9x0zsWQLzl7/8ZUb9GhoaUnfffXdq/Pjxe5VBKywsTN19990dFjMdJ1+vi9WrV6c2bNiQVWz7Kr132223ZTVGppS47z3GjRuXOuyww1I///nPU9u3bz/g+Tt37kx9/etf3+tafPzxxw/Y91//9V/T+vTp0yf15JNP7rfP5s2bU2PHjk3r94lPfCLj55cNJe57nnHjxrX8/xw0aFDqiiuuSD344IOpzZs3p523c+fO1MKFC1Of/exn97q2v/jFLx5wnltuuaXl/IKCglRNTU3qjjvuSP3pT3/a69x33nkn9e1vfztVVFSUNk95eXnq3Xffzdlz39OeJe7/9V//NTV//vysfpYvX95h8WVCifsD+9GPfpSKiNSAAQNSp556amrGjBmp++67L7Vy5crUwoULc1beu7vd359++ukt/11WVpbaunVrVuPt3v/4449PDRw4MG18uo58vQa6+r18a26//fa0+f/iL/4irf3Vr341r/GQuXy9T509e/Ze1+lvf/vb/fapr69PnXHGGWl9BgwYkEomk1k/zwPZ833q7r+fIyLrbYpuuOGGtPcme94LKnEPAND9eddOl3P11VenvfE45ZRTUk1NTfvts2DBgr3edO3vg4lVq1aliosYl02qAAAgAElEQVSL0/rcf//9B4xtx44dqU984hNp/Z5++umsn2Mm2pqg391NN9201/Ps27dvp+4tSNvk43XRHpMnT06b63Of+1yHzCNB33s88MADqbq6uqz67Ny5M3X88cenXSOXXnrpAfvt+YHXFVdckdF8zz333F4fFHZEolCCvufJ1xdQbrnlllSfPn1S3/rWt1Jvv/12RrEtWLAgVVpamjbPZZddllHfttgzQd8dP3CWoD+wFStWpF5//fV97rOeq+Rkd7y//9WvfrVXO1OrVq1KFRYWtvS9+eabJei7sHy8BtojX/fyrTn55JPT5v/jH/+YqqysTHsf05H7h9N2+Xqf+pWvfCWtz1lnnZVRfPv62/Doo49m/Pwytef71JkzZ6aGDx/e0p42bVpW43384x9v6XvBBRekJk2a1O3vlwAASKdGEl1KU1NT/PKXv0w7dt1110VBQcF++51++ulp5Y23bNkS9957b6vnP/jgg7Fz586W9ic/+ck477zzDhhfIpGI73znO2nH/v3f//2A/TrLjBkz9iprv2PHjvjmN7/ZSRHRFvl6XbTHnuUxly1b1iHz0HucffbZ0adPn6z6FBUVxdVXX5127NFHHz1gv+XLl6e1L7jggozmO+mkk6Kqqirt2IoVKzLqS+92/fXXx/Lly+NrX/ta9O3b94DnFxUVxW233RbHH3982vGf//zn++03YcKEeOONN+Lmm2+Oww47LKPYTj/99LjpppvSjt1zzz0ZldSH1hxxxBFRXV3doSV6u+P9/ac+9akYO3ZsSzubMvf/8R//EU1NTRERUVJSEpdccknO4yN38vEaaI/OvJd/44030vYhP+mkk2L06NExefLklmNbtmyJOXPm5C0mMpPP96ltvV8fOXLkXqXu83G/XlxcHJdeemlLe/bs2bFjx46M+j777LPx5ptvtrSnTJmS8/gAAOh8xZ0dAOzu2Wefjdra2pb2xz72sTj11FMz6vu1r30tnnrqqZb23LlzW01EP/HEE2ntc889N+MY9zz3P//zP2Pnzp1RXNw1X04XXHBB/N3f/V386Ec/ajn29NNPx+9+97v4q7/6q6zHe//99+P555+P9957Lz744IMoKyuL4cOHx/jx4+Pwww/PWdzLly+PV199NTZs2BAffvhhJBKJqKioiKOOOiqOPfbYrBN33Vm+XhftccQRR6S1N2zYkPM5cqGhoSGWL18eS5cujffeey+2bNkS/fv3jyFDhsSYMWPiuOOO65DX8qpVq+LZZ5+NVatWRSqVioqKihg7dmx8+tOfPuAHWGRnz73oP/jgg9i+fXv069ev1T4ffvhhWnvkyJEZz3fooYfG2rVrW9obN27MuG++JJPJWLp0aSxbtixqa2tj27ZtMWDAgBg6dGgcc8wxcfTRR3dIwmD58uXxwgsvxNq1a6OoqKjlb8VRRx2V87m6m7PPPjvrPru+gHLRRRe1HDvQF1COO+64rOeJiPjmN78Z3//+91v2hK2rq4tFixbFOeec06bxIB+66/39lClT4pVXXomIiIULF8aaNWvikEMOOWC/X/3qVy3/ffbZZ8ewYcPaHcuaNWvi9ddfj7fffrvl9T9kyJA4+OCD4+STT47Bgwe3e4491dXVxTPPPBNr1qyJdevWRVFRUZxwwgkxceLEnM9F6zrzXn73azniz18W+PKXvxw/+clP0s7b84sE7ZVMJuOZZ56JZcuWxaZNm2LIkCExatSoOPXUU/d779gW7777bixevDjWrl0bH3zwQQwaNCjOP//8vb7s2Z3k831qe+/Xn3322ZZ2vu7Xp0yZEj/+8Y8jovlLCPfff39a0r41u78mKioq4swzz4xf/OIX7Ypl48aN8Yc//CGWL18eH330UdTX18egQYNi+PDhccIJJ8SoUaPaNT4AANnrmhlFeq0HH3wwrV1TU5Nx8qqmpiatvWjRoti2bVv0799/r3NXrVqV1j722GMzjnHEiBExfPjweP/99yMi4qOPPoqnnnoqTjvttIzHyLfrr78+7rjjjti8eXPLsdtvvz3jBH1TU1P85je/iVtuuSUWL14cqVRqn+cdddRRcfXVV8dll13WpmTPhg0bYubMmXH33XfH6tWrWz2vf//+UVNTE3/zN38TZ555Zo9PcObrddEeyWQyrT1o0KCcjt8eGzZsiHvvvTceeOCBeOqpp/a7CrR///4xefLkuOaaa+LII4/MeI7d/39MnDgxFi1aFBERv//97+Oaa66Jxx9/fJ/9Ro4cGf/4j/8YU6dOzXgu9m9fyYNNmzbt90PWgQMHxgcffNDSznR1y77OzUWCJBfWrFkTv/3tb+PBBx+M5557Lurq6lo9d/DgwTFt2rT49re/nfGHxCtXrkz7UtaUKVPizjvvjIiI3/3ud/H3f//38dJLL+2z71FHHRX/8i//klXyjGZt+QJKW5SUlMRJJ52U9gWAPe+durtly5bFa6+9Fu+//35s2bIlhgwZElVVVfHZz34253/Damtr4+mnn46333476urqYsSIETFmzJg46aSTevw9TD511/v7Sy+9NGbMmBE7d+5suee+5ppr9tvn+eefjzfeeKOlfdlll7Vp7p07d8aCBQti9uzZsWDBgnjnnXdaPbegoCBOOumkuPrqq2PSpEkZX7tTp05NSza9/fbbcdhhh8WaNWvihhtuiHvvvXevZNmkSZMk6POss+7lm5qa4j/+4z9a2iUlJXHxxRdHRMTxxx8fY8aMiT/+8Y8REfH444/H6tWrs0rM3nnnnTFt2rSW9i9/+cuYOnVqbNu2Lf7xH/8xfvrTn8aWLVv26ldWVhZf/vKX48Ybb8z436K19wMPPvhg/PCHP4xFixa1VL3Y5eCDD86o0kdXlc/3qQMHDkxrd4f79bFjx8YxxxwTr732WkQ0V0k5UII+mUymVRO45JJLoqSkpE3zv/zyy/Hb3/42fve738WSJUta/RwnovnLFVdeeWX8zd/8zQGrO33+859Pu0d85plnYsKECVnF1tDQEIccckjL391EIhFr167tkC+CAQB0VV2zvhq91q7VI7tkc5NfVVWVVr61vr4+li5dus9zd0/ERDSvDMnG0KFD09ovv/xyVv3zbcCAAWkfTEQ0r7rb84OYfXnzzTfjuOOOiylTpsRLL7203zd1y5Yti2nTpsVnPvOZtG/SZ2LWrFlx+OGHx0033bTf5HxExLZt22Lu3Llx9tln7/eDxJ4iX6+L9njhhRfS2uPGjcv5HG3x0UcfxUEHHRTTp0+Phx9++IAlmrdt2xZ33HFHHH300S3Jxra6+eab4+STT241OR8RsXr16pg2bVp8/etf3+sDO9rm3Xff3evYnr+z97R7eeGI5i9WZGLLli1pJWALCwv3KkHeGV599dU49NBDY8aMGbFo0aL9Jucjml8nP/zhD6O6ujoefvjhds199dVXxxlnnNFqcj6i+W/FF77whbjhhhvaNVdv1NoXUPIxV0fNk0+bN2+Of/iHf4jDDjssqqur4+KLL45vfetb8b3vfS8uv/zy+MIXvhDDhg2LmpqatJV2bbVixYq44IILYsSIEXHBBRfEt7/97fje974XX/3qV2PChAlx6KGHxs033+z3f4501/v74cOHx+c///mWdiZl7ndPeA8dOrRNVTkiIiZPnhxnnnlm3HHHHQe8p06lUvHcc8/F+eefHxdeeGFs27atTXNGRCxYsCCOPvro+Pd///cuWXmmN+qse/nHHnss7b3fGWeckZY8/dKXvtTy33sm89tq9erVcfzxx8dNN920z+R8RMTWrVvj9ttvj+rq6li8eHGb5kmlUvGtb30rzjnnnHj88cd75O/6fL5Pbev9eiqV2uvcPUved6Tdy9MvWLAg1q1bt9/z582bl/Z7sa3l7f/t3/4tjjvuuLjpppvilVde2e/nOBERb731Vlx55ZVx/PHHH3ALgG984xtp7QNtubQv/+///b+W5HxExIUXXig5DwD0OhL0dCl77nVXXV2dVf89z29t77w9V3c3NjZmNU9DQ0NG83Qle+7Rtn379r0+iNnTCy+8EBMmTIglS5akHS8qKoojjzwyxo8fH9XV1ZFIJNIef/755+Pkk0/OOEl/1VVXxeWXX75X8rSoqCgOP/zwOOGEE+KYY46JioqKjMbrafL1umirHTt2xA9/+MO0Y11ln7zGxsa0/Wgj/nxdjR07Nk488cQYM2ZMlJaWpp1TV1cX06ZNy2ov2N3dfvvtceWVV7b8bunbt28cddRRccIJJ+xzhfLPfvazlvKHtM/upTIjIkaNGnXALTF2rdTa5Sc/+clev+f35Uc/+lHU19e3tM8777ysE0Idob6+fq8P4fr06RNHHHFEfPrTn47x48fHxz/+8b1KN2/atCnOOeecWLhwYZvmveaaa2LmzJkt7QEDBsQnP/nJOP744/f5+/v73/++/WSz1JYvoORqro6aJ1/uv//+OOKII+IHP/jBfhORjY2NsWDBgvjMZz4T3/rWt9qcUHn00Udj7Nixcf/997c6xpo1a+LKK6+MiRMn9ogvQHS27nx/v/sK+GXLlu038VRXVxf33HNPS3vy5Mlt3vppX1/WraioiOrq6jjxxBPj2GOP3edK0zlz5vz/9u47Pqpi///4OwmBQCAktIQWQHrvoUuRIiBFOqiAiBQvooLYviqi1wKi2EHxAgKXIh0BkSIISO9SJAaQGkhiKEkILTm/P/ixN2d3k+wmm03h9Xw89vFgzs6cmV3O2cw5nzkz6tatW5rOjwMHDqhbt26mY75MmTJq0KCBypcvn+YnRZF2mdmXt57ePmlA3l7aOr+zbty4oU6dOlmeypekwMBA1a9fX5UqVbI5/sLDw9WhQwcdOXLE6breeOMNffXVV5Z03rx5VaVKFdWvX19BQUFp/xBZiDuvU63769OnT3dogM+cOXNMy1HVq1fPJtifkZ544gl5eXlJuvd3ae7cuSnmT3qMV69ePc3LFdn7fS9QoIAqV66skJAQ1atXz+5sFMeOHVOLFi1MwXNrXbp0MV3T/vjjj6bZGh0xffp0U/rZZ591qjwAAEBOQIAeWUZ8fLzN1JTOTF9nL/+JEyfs5rMOoKR08WGPdeA5OwTo69evb7kwvC+lJ4MuXbqkrl27mtYfrFWrlubPn6+rV6/qr7/+0q5du3T06FFduXJFCxcuNK1dePLkSQ0ePDjVkdqff/65aW1B6d70arNmzVJkZKROnTql3bt36/Dhw4qIiNDZs2c1ffp0tWnTxpmPn22587xIiwsXLqhz586maVZbtWplcwMlszVo0EAffPCB9u3bp7i4OJ06dUoHDhzQzp07dfz4ccXGxmrDhg3q0KGDqdy//vWvVGd0sBYWFqYXXnhB0r2pvJcsWaLo6GgdO3ZMu3fvtqw/2aRJE1O5t956y+bpPzjPen3GTp06pVpm0KBBqlGjhiV95MgR9evXL9mnqiTpu+++07vvvmtJ+/n5afLkyWloccZp2bKlpkyZoiNHjiguLk5hYWHav3+/du3apdDQUMXExGj58uWmp4gSExP15JNPpjrbhLUtW7Zo4sSJkqRGjRpp3bp1io6O1pEjR7Rnzx5dvnxZmzZtUpUqVUzlRo8ebTOIBslLywCUtIiLi9P+/ftN2ypVquTyetzlyy+/VK9evWzWVPb19VW1atUUEhKiChUq2EzL+9VXXzm0Vqy1Q4cOqUePHpYnjD08PPTQQw+pQYMGdv+Gb9u2TR07dtSNGzecrgv/k5379127djU9OZjSAMGVK1fqypUrlnR6A6lFihTRc889p9WrVysyMlIRERE6evSodu7cqYMHDyoyMlJ//fWXXn/9ddOg3I0bN9r04R0xcuRI3bhxQz4+PnrzzTd1/vx5/f3339qzZ4/CwsIUERGhMWPGpOszwXGZ2Ze/fv26li1bZkkXKFBA3bp1M+UpV66c6ans0NBQ7dixI811Tpo0yRJsb9u2rfbu3atLly5p7969OnHihC5duqSPPvrIdKz/888/GjBggEODN+87duyYJk2aJEmqWLGiFi1apOjoaB0/flx79+5VeHi4/vjjD9WqVSvNnyWzufs6tV27dqYl+iIiItSlSxddvnw52TIrV640rWvv7e2tr7/+2qk2pldQUJCp3SnNAnHp0iWtW7fOkk7v73uePHnUp08fzZ49W2fOnNH169f1559/ateuXdq3b5/Onj2rqKgoTZ061RRwv3TpUooB81y5cumZZ56xpOPi4jRv3jyH23XmzBmtX7/ekq5cubIefvhhJz8dAABADmAAWcTZs2cNSZaXt7e3kZiY6NQ+3n33XdM+hg4dajffU089Zcr3r3/9y+E6QkNDTWUlGRUqVHCqnY5o2bKlqY6ZM2eme5/Vq1c37fP5559PNu+jjz5qyjts2DDj9u3bKe7/ypUrRtOmTU3lli5dmmz+P/74w/D29jbl79Wrl3Hz5k2HPs/evXuNq1evOpQ3u3LneWHPnTt3jPXr15tey5YtM7788kujb9++Rt68eU37bty4sREdHe3sx3TY+PHjTfUNGjQoxfw3btwwduzY4VQd1t/XK6+8kmoZ698ESUaHDh2MuLi4ZMvExcUZtWvXNpX57LPPnGorzFavXm3z/7Br1y6HyoaFhRmlSpUylS1SpIgxevRoY+7cucbPP/9sLF261Hj//feNunXr2uT7/fffM+xzDRo0yFTf+PHjU8x/+fJl48iRIw7vPyEhwRg6dKipjm+++SbFMqdPn7Z73A8ePNi4e/dusuUiIiKMEiVKmMosX77c4bY+6B5++GHTdzdy5MgMqWfGjBmmevz8/FLtA6RVmTJlTHVt2rTJpftfvXq14eHhYarj8ccfN7Zs2WLcuXPHlDcyMtJ4//33DV9fX6d+m/v27WvKf/8zeXp6GmPGjDHOnTtnyn/ixAnjySeftDl/XnzxRZd+9uxi06ZNNt9fWmTH/v2BAwcs740YMcL0dyW5c65z586WfFWrVjW9V7BgQdP+U7N9+3YjPj7e4fYfOHDAKFSokGX/JUuWtDmPrFn/DZNk5M+f39i6davD9eZ0rjoH7Mlqffmkvv/+e4f69d98843NdamjZs6cabe/8uyzz6Z4TbV9+3YjX758pjKTJk1KsS579bRo0cKIiYlxuL3ZSWZcp0ZGRho1atQwlSlQoIDx7LPPGrNmzTLWrFljLF++3Jg8ebJNnylfvnwp3ptIL+vr1ClTpljeW7Bggem9/fv3293Hxx9/bMnj5eVlXLx40fJet27dnOovHTlyxLh8+bLD7Y+Ojjbq169vquPo0aPJ5j979qzh5eVlyVuvXj2H63r77bdN9Xz88ccOlwUAAMhJCNAjyzh27Jipk16wYEGn9/HJJ5+Y9tGvXz+7+b777jtTvqCgIIdvPE+YMMHmwjsoKMjptqYmIwL01vvs1auX3Xw7duww5evYsaPDF9vh4eFGgQIFLGWbNWuWbN7+/fub6mnevLmRkJCQps+WU7nzvLDnypUrdm82Wb8CAwONSZMmZVgA5z5nA/Rp1aJFC0sdxYoVSzW/9fcRHBzs0OCRn3/+2VSuQ4cOrmj+A+mff/6xCbB3797dqX1EREQYTzzxhOHp6enQcZ8vXz5j+PDhpptnGcHZAH1a3Lp1yyhfvryljoYNG6aY316AvkGDBg79BkydOtVUbvjw4a76GDlaegagOCMuLs4oW7asqZ6MGghgGLYB+smTJ9sEk1J6pRRIioyMNIoUKWK62T137txU23Tw4EEjICDAUi5v3rxGVFRUsvmtA/TSveD8jz/+mGI9H330kU2ZpAHbB4WrgpPZsX+f9P97+/btpveWLVtmU/7SpUtGrly5LHk+/PBD0/vOBujTwjqounr16hTz2wvQT5s2LUPall1lZIA+q/Xlk2revLmpDevXr7ebLyoqyjSo29/f3+GBJfYC9LVr105xMOF906ZNM5UrXbp0iuWs6wkICDDCw8Mdamd2lFnXqbGxscbzzz9v5M6d26Fj29vb2+jbt68RGhqalo/psJQC9PHx8abf5xdeeMHuPpIOPrC+LnQ2QJ8WoaGhpuugcePGpZj/scceM7Vp3759qdZx9+5d0zVb7ty5jYiICFd9BAAAgGyFKe6RZVhPp2u9rrkj8ubNm+I+7+vUqZNpfblLly45NEXjpUuX9MUXX9hsd3Yq4Mzi7+9vSifXbuu1sKdMmWIz7WtygoKCNHToUEv6999/tzvtXHh4uH788UdL2tPTUzNmzLBZP/RB587zIq0CAwP1f//3f3r22WdzzLqhSde7jIiIUFhYmFPlX3vtNRUsWDDVfO3atTNNaWs9pTQcc39a9vPnz1u2FSxY0O7vdUqKFi2quXPnavny5SpVqlSKee9P7Th69GgVL148Te3OSnLnzq3evXtb0gcOHFB8fLxT+3j33Xcd+g3o06ePKc1xn7ro6GgNHz7ctK179+6m5Qlc5eWXX9bff/9tSfv6+urNN990eT0p1d+uXTuHX4cOHUp2X1999ZVpWvvJkyfbrGdsT+3atfX9999b0vHx8Zo6dapTn2PMmDGmc8qeV199Vd27d7ekExMTnf7dwv9k9/59kyZNTEtJ2Jvm/r///a9lWRBPT089+eSTbmvfff369TMtm7V9+3anygcHB7PWcBaTGX35kydPatu2bZZ0iRIlkl3CrHDhwurYsaMlffXqVS1fvjzNdX/wwQc2S7/Z8+yzz6pixYqW9Llz50zTcqfmX//6V45Za96ezLpO9fX11RdffKFNmzY5tOZ9v3799NJLL5n+L93Nx8fH1P+dP3++zRJP+/fvtyy/IKV/evu0qFixoqlvmdrv+4gRI0xp63Xl7Vm7dq3pmq1bt24qWrSoky0FAADIGYiEIcu4efOmKZ2WNVXz5MljSicXXChZsqT69etn2vZ///d/KV7oX7lyRd27d7e7RrSzQYzMkj9/flP69u3bNnkSExO1du1aSzokJESVK1d2qp6ka6xJtmvmSvfWrUxISLCkO3bsmKkXzVmVO8+LtLp8+bJGjx6t4OBgffLJJzIMw6X7zwzlypUzpQ8cOOBwWQ8PD5sAZHK8vLxUs2ZNSzoyMlK3bt1yuC7cM27cOP3888+mbd9++63T62AePHhQrVq1UteuXU03juy5e/euvvzyS9WoUUMDBw7UtWvXnG53VpP0uL97967pJmFqChYsqA4dOjiUt1ChQgoODrakz50753gjH0CuGoDiiPnz59sEoj/88EPTuqTZxe3bt/XNN99Y0hUqVNDzzz/vcPkePXqYbvwvWbLE4bL58+fXW2+95VDeiRMnmtILFy60rF0P5+SE/v3AgQMt/169erWio6NN7//www+Wfz/yyCOpDibLCL6+vipWrJgl7UwfSZL69u3LgNwsJjP68kmPZUnq379/iseF9WAU6/KOCgwMdLi/Ym8QzObNmx2uq3///s40LdvJrOvU06dPq3v37mrevLmOHTuWav45c+aocePG6ty5sy5evOh0G10lacA9IiLCdM9FMh/Tfn5+pgF87pT0eiC13/eOHTua+vTz5s3TjRs3UiyTdACkJAZsAQCABxpXxsgyrEdc2wsep8Y6sJXSKO4PP/zQNFL39u3b6tGjhwYNGqQtW7bo6tWrunXrlk6ePKkvvvhC1atX165duyTZPoluHfjOqmJiYkxp6wtiSfrjjz9MgaYGDRo4XU/SizRJOn78uE0e66B9p06dnK7nQeDu88Kav7+/jHvLocgwDCUkJCg6Olr79+/XF198YQoux8TE6OWXX9agQYOUmJjodDsz2p07d/TTTz/p+eef18MPP6xSpUrJz89Pnp6e8vDwML2sb9wlfQIzNWXLllXhwoUdzp/0JrekHBHodacvvvhCn376qWnbK6+8or59+zq1n/nz56tRo0b67bffJN0baNGzZ0/99NNPCg8P1+3bt3XlyhXt2rVLb731lmXmA8MwNGfOHDVt2lSRkZGu+VAudOPGDS1YsEDDhw9X48aNVaJECRUoUMDucW/9hLYzx329evWcCrgkPe455lPmqgEoqdm9e7eeeeYZ07ZOnTpp1KhRLq3HXfbu3Ws6JwcMGODQE5NJtWvXzvLvw4cP6/r16w6V69atm/z8/BzKW6lSJTVp0sSSvnHjhvbs2eNUO/E/2b1//9RTT1lmrbp9+7YWLFhgee/gwYM6fPiwJZ00mO8KR48e1YQJE9StWzdVrFhRRYoUUe7cuW3+Vnh4eCg8PNxSzpm/FZIyZOYPJC8r9uUNw7CZISK12U26dOli+l1dv359moKtzZs3d+pvQatWrUzp3bt3O1SuQIECqlq1qjNNy3Yy4zp106ZNqlOnjlasWGEZSPLII4/oxx9/1NmzZ3Xr1i1du3ZNBw8e1MSJE1WyZElL2TVr1qhBgwb666+/nG6nKzRr1kzly5e3pJOeA3fu3NG8efMs6d69e9vMLpAely9f1pdffqknnnhCNWvWVGBgoPLmzWv3933+/PmWcjdu3Ehx0ISnp6cpwH79+nUtXLgw2fyXLl3SqlWrLOly5cqpbdu26fx0AAAA2RcBemQZ1jfBrEdkO8L64iGlG2slS5bUwoUL5evra9l2/2ZBy5YtFRAQIB8fH1WoUEEvvPCC5UZUyZIlNWnSJNO+rG/oZVXWQRB73491MP2bb76xe+GW0qt69eqmfVg//SPdm9YwqbQMBHgQuPu8SI2np6cCAgJUt25dPf/88zp06JAmT55sWgJhzpw5+uSTT9Jch6sZhqH//Oc/KlWqlLp27aqvvvpKW7du1YULFxQTE+PQU0JXr151uD7rgHtqkv4GSdlnRo6sYN68eXrxxRdN2wYPHqyPPvrIqf1s3rxZTz31lOXGYt68efXTTz9p8eLFeuyxxxQUFCRvb2/5+/srJCRE7777ro4cOWL63Tp27Jj69OmTZWaQuHPnjiZOnKigoCD1799f3333nUgpgroAACAASURBVHbt2qXw8HDFxsZmqeOeYz55rhqAkpqwsDB16dLF9H9RpUoVzZkzx+Elblxl06ZNpmBSai/r4Ml91gMB0zvgMDExUSdOnHCoXHJtcjS/owEg2Mru/fvg4GDT8ZD0icqk/y5QoIB69Ojhkjr/+OMPtWzZUjVq1NA777yjlStXKiwsTP/884/u3LmTanln/lZItrMUwb2yQl9+06ZNOnPmjCVdrVo11a1bN8UyPj4+6tmzpyWdkJCguXPnOl13jRo10pX/9OnTDpUrU6aM2/9+upu7r1NPnDihLl26WAbLeXp6avr06dqwYYN69+6t0qVLK3fu3PLz81Pt2rX1yiuv6NixY3r00Uct+wgPD1eXLl3S1FZXSDqwauXKlZbfzzVr1pgGO7lqevuoqCgNGTJEJUuW1OjRozVv3jwdOXJEERERDn8Hqf3GP/PMM8qVK5clndI09zNnzjRN7f/MM8/k+PMEAAAgJQTokWVYX4zduHHD6UCH9ZSgqQUiW7dura1bt5pGMqekbt26+vXXX1WgQAHT9uwSoI+IiDCl7U1Za2+Kz/Sy93SkddDe2eDOgyIzzgtneHh4aOzYsfrwww9N2ydMmKArV664rJ60SkxM1MCBAzV06FCb498Zzkw7n5b1F5PKKgHerG7VqlUaNGiQ6fvq0aOHvv/+e6du9CQkJGjo0KGmJTemTp2qzp07p1iuRIkSWrVqlYoUKWLZtnnzZi1atMiJT5Ex4uPj9eijj+q1116zmTnFGe487mHLVQNQUnPx4kW1b9/e9BtZunRprVu3ToUKFXJpXe5kPeCwa9euTg84HDt2rGkf9gYc2uOuABDsy+79+6QBnN27d+vEiRO6e/eu6enKnj17Kl++fOmua9WqVWrQoIG2bNmS5n04uzSPo7NLwD0yoy9vPT299TTyyXHFNPfOzHIlSQEBAaYZghwdkPIgHOfuvk4dMWKEKf/bb7+toUOHprh/Pz8/LVmyxLRk34kTJzJkmSBHJJ0l5datW5anzZMey+XKlVPz5s3TXdfJkydVt25dzZw503Sd46zUfuOLFy+url27WtI7duywu/TA/UHz93l5eenpp59Oc7sAAAByglypZwHco0iRIvLw8LBc1N25c0cREREKDAx0eB8XLlwwpR0J+tatW1fHjx/XzJkzNWfOHO3cudM0qleSateurSFDhmjEiBHKnTu31q9fb3q/QoUKDrcxs8TFxSk0NNS0zd6NS2efgnGEvSkSrYNG2WWZAHfLrPPCWWPHjtV3332nU6dOSbp3vC1evDjT15R77733bJ6u8fPzU6tWrVS/fn2VLl1a/v7+8vHxkbe3tyXPoUOH9PLLL7u7uXDQpk2b1Lt3b9Nvdbt27TR//nynp7BevXq1aUaPKlWqODxtcGBgoF588UW9+eablm3Tp09Xnz59nGqDqz333HP69ddfTduKFi2qVq1aqXbt2ipdurT8/PyUN29e0/e1bt06ffzxx+5uLuxw1QCU1ERHR6t9+/amgHDRokW1fv16l0+h727uGnBoj7MBIOv8GdEXe9Bk5/59r169NGrUKEsgavbs2WrcuLFpEI0rnq4MDQ1Vr169TNNSe3h4KCQkRE2bNtVDDz2koKAg+fj42AzCevLJJ3X58uU01Zu0v4Wsw119+djYWC1ZssS0LTAwUBs2bEi1bGJiovLnz6/Y2FhJ92Yv2rNnjxo2bOhw/c4ObPHw8FDevHkt5+P9ulPzIBzn7rxOPXz4sDZv3mxJBwQEaNy4cQ7VkS9fPr311lumAR7Tp0/XK6+84nA7XaVcuXJq0aKFZVDU7Nmz1atXL61evdqSZ+DAgenu692+fVudOnXS+fPnTdsrVqyoli1bqnLlyipZsqR8fX0tU93f9/HHH2vdunVO1TdixAgtXbrUkp4+fbqmTJliyrNp0ybTNVfnzp3tPjACAADwICFAjywjb968Cg4ONk13d/bsWacu8M6ePWtKV6lSxaFy3t7eGjZsmIYNG6a4uDidO3dOUVFR8vX1VenSpU1PSEqyGRGcHaZn37t3r83IaXtTCVrftOjfv7+GDBmSrrrtXXhZP6UUGxtr8z0jc88LZ+TKlUtdu3bVZ599Ztm2ffv2TA3QX758WRMnTjRte/311/XGG2+kOiAkPU8ZIGPt2rVLXbt2NU3L2LRpUy1btky5c+d2en8bN240pTt37uzUTbEuXbqYAvS///67EhISnB4o4CoHDx40PYXj7e2tSZMm6bnnnkv1+7FeegSZw5UDUFISExOjRx99VEePHrVsK1iwoH755RfTk2bZlbsGHNrjbADIeqkTRwNASFl27d/nz59fPXr00Jw5cyRJc+fONc0IUaZMGbVs2TLd9bz22mumJyNDQkL0ww8/ONRPZErinMddffnFixfbPDX9zDPPpHl/s2bNcipAf+PGDaf2bxiGaRp2BpX/jzuvU637623atHHqb+39/v39wQRhYWEKDw9X8eLFHd6HqwwaNMgSoN++fbvee+89y0ApDw8PhwcKp2TatGmmhzMCAwM1a9Ys03T/yUn6lLuj2rZtq/Lly1uuJebMmaOPPvpIefLkseSxnvo+swfyAwAAZAUE6JGlVKlSxXSBd+zYMacuuK2nM01LINLX1zfVcn/88YcpnR0C9IsXLzal8+fPb/e7tb5Z6e/vr7Zt27q8PdbT5kZERKhs2bIurycnyArnhSOsZ2S4dOlShtTjqBUrVphuqA0bNkwffPCBQ2UdncYY7nX48GF17NjRFLyqW7eu1qxZYxPgcpT1VNLOro1rnT8+Pl5XrlzJtAFHP/74o+mp6wkTJthMk54cjvvM5+oBKMmJj4/XY489pj179li25cuXT6tXr051HeDswvrG/aeffqqaNWuma5+Olnc2AJSRS9HgnuzWvx84cKAlQH/27FlTECvpFMlpFRsba3piMzAwUGvXrlVAQIBD5bPCMkZwPXf05WfNmuXS/S1YsEBTpkxx+G9k0nW+HXHlyhXT4KzssrSdu7jrOjW9/XV/f38FBASY+roXLlzIlAB97969NWrUKMt16ueff255r1mzZnrooYfSXceCBQtM6WXLlqlJkyYOlU3L9YCHh4eGDRumV199VdK9WYyWLl2q/v37W9LLli2z5C9VqpQ6duzodD0AAAA5DWvQI0upU6eOKb19+3aHy4aHh+vvv/+2pL29vVWtWjVXNc0iOjpaO3futKQLFiyopk2burweV4qJibFZo69jx46mEc33WV/shoWFZUibKlasaErv3bs3Q+rJCbLDeWFPZk/tmPQ8le5N++2opE+UIms4ceKE2rVrZwoKVK1aVb/88osKFiyY5v1ar6uYK5dzYxftHeeZOQND0uPe09NTI0aMcLgsx33myogBKPbcvn1bPXv2NK05nSdPHi1fvlzNmjVzWT2ZzXqQTPny5dW2bdt0vRx9KtDZAJD1dPwEgNwvq/Xv27Rpo1KlStl9zxVPV+7fv980tX3//v0dDs6HhYU5ve48sidX9+VPnz5t+tvjCtHR0Vq5cqXD+Y8cOeLU/q0H7jgbGM7p3HWdmt7++v39J5VZ/fUCBQro8ccft/ueK5YvSUxMNA3ArFOnjsPBeSnt1wNPP/20aaBM0ifm58yZY/o/HDJkSKbNNgYAAJCVEKBHlvLYY4+Z0hs2bDA9CZgS63WyWrdunSFPIC1ZskR37tyxpPv37+/0VKbuNn78eJs135ML2oSEhJg+z/bt201P8rlKixYtTOk1a9a4vI6cIjucF5JMT09Icmp6w4xgvTaqM1M2W6/fjcx15swZtW3b1rT+brly5bR+/XoVLVo0Xfu2Xvv54sWLTpW3XjvTw8PD6fWnXSnpcV+0aFGHAy6JiYn67bffMqpZSEVGDUCxlpCQoAEDBujnn3+2bMuVK5cWLFigdu3auayerMBdAw7tIQCU/WS1/r2np6dpveT7mjRpYjPINS3oI8GejO7Lz54923QNM3jwYBmG4fTr/uwS91kPRE/Jtm3bnArMWveNQkJCHC77IHDXdWp6++u3bt2yGQyX3muI9LA30MrHx0e9e/dO977/+ecf0zJJzvy+h4aG2lzbOKpo0aLq0aOHJb1582ZL3+v777+3bPf09Ez3EooAAAA5BQF6ZClNmzY1PfF06tQpbd682aGy1mtldevWzZVNkyTdvHlT77//vmlbVl87a+nSpZoyZYppW+vWrdWmTRu7+XPnzm16Ly4uTjNnznR5ux555BHTyPeff/5Zf/31l8vryQmy+nkh3VufcdWqVaZttWrVypC6HGV9cyjpk2IpOXjwoHbs2JERTUIahIeH65FHHtH58+ct20qWLKmNGzeqZMmS6d6/9dIazgYerNfELFOmTJqe6nGVpMe9o8e8JK1cudL0HcN9MnIASlKGYWjIkCFasmSJZZunp6dmzpyp7t27u6yerKJ169amtDuDis4OdiEAlLmyav/e3pOUrni6Ukp7H8kwDE2dOtUlbUDWktF9ecMwNHv2bNO2fv36pWlf3bp1U968eS3ptWvX2gw6SU5ERIR++eUXh/ImJiZq7ty5pm0tW7Z0vKEPAHddp1r31zdv3uzwQADp3t/ZpEHrPHnyuOQ6Iq3atm2rEiVKmLZ1797dJYMy0/r7LknffPNNuuoePny4qR3ff/+9duzYYXoqv3379ipTpky66gEAAMgpCNAjS/H09NTgwYNN2yZMmJDqxdfGjRu1detWS7pAgQLq06ePy9v32muvmZ4sGDBggOrVq+fyelxl8uTJ6tu3r2mbr69vqhde48aNM6XHjx9vWvvSFQIDA003ZRITE/XMM8+Y1vjDPVn9vJCkmTNn6s8//zRt69q1a4bU5aigoCBTetu2bamWSUhIcGoqfGSs6OhotWvXTidPnrRsK1q0qNavX++yJ0wfeeQRU3rbtm02yyMk5/bt2/r0009T3J+7JT3ur1y5omPHjqVaJjY2VmPHjs3IZiEZGT0AJalRo0bZBEe++eYbu0/p5gTNmjVTgQIFLOm1a9e67Sn6FStW6Pr16w7lDQ0NNQ0Ky5cvn1Pr9yL9smr/vkqVKoqNjVVMTIzl5aqBA2npI0nS1KlTdfDgQZe0AVlLRvflt27dqlOnTlnSRYsWTXOfqUCBAurcubMlfffuXf33v/91uPwbb7zh0FP006dPNw0gL1WqlNq3b+9cY3M4d12nWh8rZ8+e1Y8//uhQGw3D0EcffWTa1rx5c7vL/bmLl5eXTp48afp9t+6jpVXhwoVNg4V37txpGpyQnIMHD6Y7QN+qVStVqVLFkp41a5bNPrPCADgAAICsggA9spxXX33VNLXZb7/9pokTJyab/8KFCxo6dKhp2wsvvGCz9qg91jchkpOQkKA33nhDn3/+uWVbQECAzZPpWcHdu3e1cOFCNWrUSOPGjTNdjHl5eemHH34wXTTZ8/DDD6tDhw6WdGRkpNq3b+/w9yXdC7gvX75cr776arJ5Xn/9ddOF8datW9WvXz+H17Xcu3evrl275nCbsjN3nBe//fabJk2apBs3bjjVtkWLFmnkyJGmbb179870kfHWa8e+9dZbio+PTzZ/QkKChgwZwtPzWURMTIweffRR0xMX/v7+WrdunapWreqyelq0aKHg4GDTtv79+6c6KOnOnTsaMmSITpw4YdruirWB08P6uH/llVdSHPh048YN9ejRw3TTHO7hjgEo973++us2N0gnT55setIpp/Hx8dGoUaMs6YSEBA0fPtyhm9TpFRsbq/fee8+hvNb9pD59+sjX1zcjmvXAyEn9e19fX+XPn9/y8vR0zeV7/fr1TWsFL126NNW1o1etWqUxY8a4pH5kjKzcl581a5Yp3atXr3TNONS/f39T2plp7g8dOpTqgNydO3faHO+jRo1i3Ww73HGdWr58eTVu3Ni0beTIkTp8+HCKbTMMQ6+//ro2bdpk2u6q2UjSw8fHx/T77u3t7ZL9enl5qVGjRpZ0eHi4PvnkkxTLhIWFqVu3bqalXtIqad/y8uXLplkoAgMD1aVLl3TXAQAAkGMYQBb0wQcfGJJMr5EjRxoXLlyw5ElISDCWLVtmBAcHm/KVKFHCuHLlikP1FClSxGjZsqUxbdo048yZMzbvx8TEGAsXLjTq1q1rqsPT09NYunSpyz6vPS1btjTVOW7cOGP9+vWm19q1a40FCxYY06ZNM958802jXbt2hp+fn813J8nInz+/U22+fPmyUbp0adM+8uXLZ7zwwgvGwYMHjcTERJsy0dHRxvr1640XX3zRUrZly5Yp1vPll1/atLV8+fLGrFmzjOjoaJv8586dM6ZPn260atXKkGScPn3a4c+U3WX0ebFs2TJDkuHv728MGTLE+Omnn4xLly7ZzXv9+nVjxYoVRqdOnWzaVKhQIePs2bMu/ez3jR8/3lTXoEGDks0bFRVlFChQwJS/UaNGxs6dO0357ty5Y6xdu9aoX7++JV/VqlVN5caPH59iu5LmTe2YtzZo0CBT+QfpmE7J/XM86evdd9+1+R105GXvtySpH374waauwoULG1988YVN2du3bxs///yzERISYlOmc+fOGfJdWB8jKR2Px48fNzw9PU35O3XqZBw9etSULz4+3li0aJFRoUKFZI/7mTNnJlvP6dOnHT4X7bH+G/eguX79utGwYUPTd+Dv728cOHDA5XV99NFHNsdqar9p7lSmTBlT2zZt2uSyfUdFRRmFCxc27b9nz55GTEyMw/uIiYkxPv30U2P27NnJ5unbt6/Nd+zp6WksWrQoxX1PnDjRpsz+/fsdblt2s23bNru/0ZMnTzZ9D4GBgcn+nlv/ltmTnfr3rj7nCxYs6PBva//+/U15/fz8jG+//daIj4835QsNDTVGjhxp+dtSrFgx03lVpkyZFOuhn/M/GX0OZNW+fFxcnE2ffMuWLenaZ3x8vM11r73fz5kzZ5ryJP2b065dO2Pfvn2m/NHR0cbEiRMNHx8fU7kaNWoYt2/fTrFN6bkeyO7ccf9m8+bNhoeHh6lsvnz5jHfffdcIDw835U1ISDC2bdtmdOjQwaZdNWvWNBISElz+HVhfp06ZMsWl++/WrZvD/aVvv/3WlNfDw8MYO3ascfnyZVO+yMhIY/LkyZa/HR4eHkblypXT9ZsdHR1tc/7cf7366qtp+OQAAAA514N3RxTZQkJCgvHYY4/ZdOi9vLyMhx56yKhbt67h7+9v837evHmNbdu2OVyP9U3bQoUKGbVq1TJCQkKMsmXLGrlz57bbhhkzZmTgp7/H+gZeel7t27c3QkNDnW7D4cOHbYL0918FCxY0qlWrZjRq1MioXr26Ubx4cbv5HLk58dJLL9kte///u2HDhkatWrWMokWL2uR5kG7yZfR5cf+mnvWraNGiRtWqVY1GjRoZdevWNcqUKWNzc+T+y9/f3+ZGlys5E6A3DMOYNGmS3XYGBgYaDRs2NGrWrGlzc69KlSrGihUrTNsI0Lufq37/UruBdd+IESPslvX09DQqVKhghISEGDVq1DB8fX3t5qtUqZIRFRWVId+FMwF6wzCM5557zm4bS5cubYSEhBjVqlUz8uXLZ3rv4YcfNqZPn27aRoA+47hrAMqsWbNs6mnevHma6nEkMJoWGRmgNwzD2LBhg+Hl5WVzLnz22WfGuXPn7JY5c+aMsXDhQqN///6WoNKHH36YbB3WAfr7n8nT09MYM2aMcf78eVP+0NBQ46mnnrL5vxk9erRLP3tWY/1/nZaXI7812al/n5kB+rCwMLsDe318fIxatWoZDRs2NEqVKmXzPa1Zs8b0f0mA3nEZfQ5k1b787NmzTXWUKlXK7mBvZw0cODDV31DrAP3XX39t1KxZ07QtKCjIaNCggVG5cmXD29vb5jsJCAgwDh06lGp7kpZ50AL07rp/Y2/Q4f1X2bJljZCQEKN27do2v4VJz4WTJ09myHeQlQL0t2/fNurUqWPz+T09PY3KlSsbjRo1MipUqGDTP3rjjTdc8pttfW5K94L/f/31V9q/AAAAgBzowbsjimwjPj7e6Nevn8M3KwoXLuz0TV3rG3ipvUqVKmVs3LgxYz6wlfQG6H19fY3+/fsbv//+e7raERERYXfkuaOvp556yqF6vv76a5uAkSOvB+0mX0aeF8nd1HP01a5dO+PUqVMZ+vnffvttU51Dhw5Ntczw4cMd/gw1a9Y0zp07Z2zatMm0nQC9+6XnWLR+OXIOJCQkGO+8846RK1cup/ffvn174+LFixn2XVjf5Pr3v/+dYv5bt27ZvUma3Kt169bGlStXbG5iE6DPOO46vq1/X9Lzcvb/2FEZHaA3jHuzZNgLykr3ntyrXbu2ERISYlSuXNluAEFyLkC/du1aU5/G09PTKF++vNGwYcNkA3QhISFGbGysyz97VpJZAfrUXpnZv8/MAL1hGMYvv/xi5M+f36HvycfHx1iwYIFhGAYB+jTKrAC9o6+M6su3adPGVM/YsWNdst81a9aY9lukSBGbp9zt9W3OnTtnM2tQcq/AwEBj9+7dDrUnabkHLUBvGO65f2MYhjFt2rQ03TeoX7++ceLECdd/8P8vKwXoDePeYMOKFSs6/P2MGTPGSExMdMlv9u+//26z/9atW6ftgwMAAORgrEGPLMvHx0fz58/X4sWLVadOnWTz+fr66rnnntOxY8fUqlUrp+p444031KRJk1TXv6tQoYImTZqkEydOqE2bNk7VkZG8vb2VP39+BQcHq2HDhurXr5/+/e9/a+PGjYqMjNS8efNs1iN2VtGiRbV27Vpt2bJFXbp0SXVdVA8PD9WtW1evvfaaDh8+rNmzZztUz3PPPaeTJ09q9OjRCgwMTDGvv7+/+vfvr40bN6ps2bKOfpQcISPPi/bt22vp0qV69tlnVblyZXl4eKRaxs/PTwMGDNDGjRu1bt06l6+bbM16DfkCBQqkWmbatGmaPXu2HnrooWTzFCtWTO+995727NmjUqVKpbudyH48PT01fvx4HTp0SMOHD5efn1+K+b28vNSmTRstXbpUa9euVfHixTOsbc4e97lz59aKFSs0ZcoUBQUFJZuvbNmy+uqrr7Rhwwb5+/u7pK1AVjRw4ED99ttvdv8OXLx4UYcOHdLu3bt14sQJXb161SZPrly5nDrHa9eurWXLlln6TImJiTp58qT27NmjM2fO2ORv2rSpfvnlF9aed5Hs3r93p/bt22vPnj0prgmcK1cu9erVS4cOHVLfvn3d2Do4Kyv25c+ePWuz/ne/fv1csu927dqZ1i2PiorS6tWrUy1XqlQp7dmzR+PGjTOtnZ6Ur6+vhg0bpmPHjqlhw4YuaW9O5477N9K9Nc6PHTuml19+WUWLFk0xr4eHh0JCQjRz5kzt2LFDlSpVcrq+7Co4OFh79uzRqFGj5OPjk2y+xo0b65dfftEnn3zi0G+GI5o2barKlSubtj377LMu2TcAAEBO4mEYhpHZjQAcERYWpl27dunChQu6ffu2/P39VbVqVTVr1izFCw5H3LhxQwcOHFBYWJgiIiJ08+ZN5cuXT6VKlVK9evVUsWJFF32K7O/OnTvavXu3Tp8+raioKMXFxcnX11cBAQGqVKmSqlWrpoIFC6arDsMwdPDgQR0/flyRkZGKiYmRr6+vgoKCVK1aNdWoUUNeXl4u+kTZW0aeF1evXtWxY8d0+vRpRUREKC4uTrlz51bBggVVuHBh1axZU5UqVXLZhbwjRowYoW+//daSfvvttzVhwgSHyt4/rvbt26eoqCgZhqFixYqpRo0aatCgAccUTBITE3X06FEdPnxY0dHRun79unx8fOTv76/y5curQYMGyd7UdbVHH31Uv/zyiyU9Y8YMPf300w6VvXv3rvbs2aPDhw/rn3/+kZeXl4KCglSnTh3Vrl07o5qMVLjyd3PTpk3J3uAePHiwfvjhB5fUM2jQIM2aNcsl+0qqbNmypqB1Sp8nve7evas5c+Zo2rRp2rdvnxISEpLN6+Pjo+bNm6tz584aMGCAihUrlmzefv36aeHChZZ0eHi4goKCFBYWpnHjxmnlypVKTEy0KVeyZEm9/PLLGj16tDw9GTftavTvnRMeHq6tW7fq/PnzunHjhvz8/FShQgU1bdqUQVzZVFbsy7vbrFmzTH2mmTNnavDgwZb0zZs3tW3bNh0/flzXr19XQECAypQpo9atWytfvnyZ0OKcIyOvU+8zDEN//fWXDhw4oKioKF27dk3e3t7y9/dXcHCwQkJCFBAQ4JK6srPY2Fht3bpVYWFhunbtmvLmzavSpUurcePGCg4Odnl9MTExKl68uOLi4iRJhQsX1oULF5QnTx6X1wUAAJCdEaAHAGQbHTp00Lp16yxp65tsQE5UuXJlhYaGWtIZGcAEHhRXr17Vjh07FB4erqioKN29e1cFChRQYGCgqlSposqVK7vsRnJERIS2bdumU6dO6fbt25Y6mjZtmqMDYwCQ2VIL0ANwve+++07Dhw+3pF988UVNmTIlE1sEAACQNaU87x8AAFlEYmKi9u7da9pWo0aNTGoN4B7R0dEKCwszbeO4B9LP399fHTt2dEtdxYoVU48ePdxSFwAAQGZKOuOdJA0bNiyTWgIAAJC1MZciACBbWLt2raKjoy3pgIAA1apVKxNbBGS8BQsWmKbGrlatmmm9VQAAAADICjZs2KD9+/db0m3atFHVqlUzsUUAAABZFwF6AECWd/HiRY0ePdq0rWfPnsqdO3cmtQjIeEePHtX48eNN2wYMGJBJrQEAAAAA++Li4vTiiy+ato0ZMyaTWgMAAJD1McU9ACDL2bdvn/755x9FR0dr165dmjlzpq5du2Z538fHR6+++momthBwvd9//12xsbGKjIzUli1bNHv2bN26dcvyftGiRTVy5MhMbCEAAAAA3Lt2iY+P161btxQaGqqvv/5aJ0+etLzfqFEjde7cORNbCAAAkLURLRtgtQAAD9VJREFUoAcAZDljx47Vb7/9luz7H3/8sSpUqODGFgEZ74knntCZM2fsvpcrVy599913KlSokJtbBQAAAABmKV27eHt7a9q0aW5uEQAAQPbCFPcAgGwjICBAM2bM0KhRozK7KYDblChRQitWrFD37t0zuykAAAAAkCxvb2/NmDFDderUyeymAAAAZGk8QQ8AyLLy58+vwoULq0aNGmrbtq0GDx4sf3//zG4WkKH8/PxUpEgR1atXT+3bt9eTTz6pvHnzZnazAAAAAMBG7ty5VaJECbVu3VovvfSSatasmdlNAgAAyPI8DMMwMrsRAAAAAAAAAAAAAADkdExxDwAAAAAAAAAAAACAGxCgBwAAAAAAAAAAAADADQjQAwAAAAAAAAAAAADgBgToAQAAAAAAAAAAAABwAwL0AAAAAAAAAAAAAAC4AQF6AAAAAAAAAAAAAADcgAA9AAAAAAAAAAAAAABuQIAeAAAAAAAAAAAAAAA3IEAPAAAAAAAAAAAAAIAbEKAHAAAAAAAAAAAAAMANCNADAAAAAAAAAAAAAOAGBOgBAAAAAAAAAAAAAHADAvQAAAAAAAAAAAAAALgBAXoAAAAAAAAAAAAAANyAAD0AAAAAAAAAAAAAAG5AgB4AAAAAAAAAAAAAADcgQA8AAAAAAAAAAAAAgBsQoAcAAAAAAAAAAAAAwA1yZXYDAAAAAMAVypYtqzNnzqSYJ0+ePMqTJ48KFy6soKAgVaxYUdWrV1ezZs0UEhIib29vN7UWAAAAAAAADyIPwzCMzG4EAAAAAKSXIwH6lPj7+6tHjx56/vnnVadOHRe2zDXeeecdTZgwwZLetGmTWrVqlXkNAgAAAAAAgNOY4h4AAAAAJF29elUzZsxQ3bp11bt3b124cCGzmwQAAAAAAIAchinuAQAAAORIkydPVu3atU3b7ty5oytXrujq1as6c+aMduzYob179yo+Pt6Ub/Hixdq8ebMWLVrEU+oAAAAAAABwGQL0AAAAAHKk+vXrOxRcj4+P15w5c/TZZ5/p+PHjlu1RUVHq1KmTfv75Z7Vs2TIDWwoAAAAAAIAHBVPcAwAAAHig5c2bV8OGDdPhw4f10ksvmd6Lj49X7969FR4enkmtAwAAAAAAQE5CgB4AAAAAJOXKlUuffvqpPv30U9P2yMhIjRs3LpNaBQAAAAAAgJyEKe4BAAAAIImXXnpJW7du1bJlyyzb5s2bp7feekuVK1d2aB/nz5/X0aNHdfr0aV27dk2SVKhQIZUsWVJNmjRRQEBAhrQ9rU6cOKFDhw4pMjJS165dU6FChVSiRAk1b95chQoVyuzmAQAAAAAA5BgE6AEAAADAyuTJk7VixQolJiZKkgzD0LfffmvzdP19d+/e1YYNG7R48WJt2LBBZ86cSXbfHh4eaty4sV555RV169ZNHh4eyebdvHmzWrdubfe95LbfZxhGiu/Hxsbqk08+0Q8//KDTp0/bzePl5aUWLVro3XffVYsWLVLcHwAAAAAAAFLHFPcAAAAAYOWhhx5Sly5dTNuWL1+ebP5+/fqpY8eO+s9//pNicF66FzjfsWOHHn/8cfXq1UtxcXEuabMzVq1apfLly+udd95JNjgvSQkJCdq8ebMefvhhDR8+XHfv3nVjKwEAAAAAAHIeAvQAAAAAYEePHj1M6dOnTycbfL9586bNtqJFi6patWpq1KiRateurSJFitjkWbp0qbp162Z5Ut8dvvvuO3Xv3l0RERGm7fny5VPVqlUVEhKiChUqyNPT06Zcr169Un0yHwAAAAAAAMljinsAAAAAsKNRo0Y22w4cOKAyZcrYzV+kSBH16dNHnTt3VkhIiN2AfFhYmGbMmKEpU6ZYgvobN27U559/rpdeeskmf+3atbV+/XpJ0uzZszVnzhzLe5MnT1bt2rWd+kwbN27UyJEjTQMCunTporFjx6pZs2bKlet/l4jR0dH6/vvv9e9//1sxMTGSpBUrVmjSpEl69dVXnaoXAAAAAAAA93gYPP4AAAAAIAcoW7as6Qn3TZs2qVWrVmnen2EY8vPzU2xsrGXbJ598ojFjxtjk3bFjh+rWrSsfHx+H9n3w4EE98sgjio6OliSVLFlSf//9tylAbu2dd97RhAkTLGlnP9/Vq1dVtWpVXbp0SZLk6emp6dOna8iQISmWO3bsmFq1aqXIyEhJUu7cuXXmzBkFBQU5XDcAAAAAAADuYYp7AAAAALDDw8NDhQsXNm0LDw+3m7dJkyYOB+clqU6dOpo0aZIlfeHCBa1bty5tDXXQtGnTLMF5SXr//fdTDc5LUrVq1TRr1ixL+vbt2/rqq68yookAAAAAAAA5HgF6AAAAAEiGv7+/KZ30afr06tevn7y8vCzp7du3u2zf1hISEvTll19a0sHBwRo7dqzD5Tt16qS6deta0kuWLHFp+wAAAAAAAB4UBOgBAAAAIBn58+c3pW/fvu2yffv6+qpYsWKW9IEDB1y2b2uHDh3SxYsXLel+/frJ29vbqX20b9/e8u8///xTUVFRLmsfAAAAAADAgyL5BQ4BAAAA4AEXExNjSufJkyfVMkePHtXixYu1f/9+HTt2TFeuXNH169d1586dFMtlZMB769atpnSDBg2c3kdwcLApffz4cbVo0SJd7QIAAAAAAHjQEKAHAAAAgGRcu3bNlLZ+oj6pP/74Q6NGjdKWLVvSVNfVq1fTVM4Rx48fN6X79OmT7n1GR0enex8AAAAAAAAPGgL0AAAAAGCHYRg2T7WXKFHCbt5Vq1apZ8+e6ZoC/9atW2kum5p//vnH5fu0HrwAAAAAAACA1BGgBwAAAAA7/vzzT8XFxZm2lS9f3iZfaGioevXqZQrOe3h4KCQkRE2bNtVDDz2koKAg+fj4yMfHx1T2ySef1OXLlzPmAySREU/nJyYmunyfAAAAAAAAOR0BegAAAACwY/fu3Tbb6tata7PttddeMz39HhISoh9++EFVqlRJtQ4PD4/0NdJB+fLlM6U/+ugj1a9fP137rF69errKAwAAAAAAPIgI0AMAAACAHYsXLzalK1SooFKlSpm2xcbGavXq1ZZ0YGCg1q5dq4CAAIfquHLlSvob6oAiRYqY0uXKlVPbtm3dUjcAAAAAAAD+xzOzGwAAAAAAWc2pU6e0Zs0a07bHH3/cJt/+/ftNU9v379/f4eB8WFhYhq47n1S5cuVs6gYAAAAAAID7EaAHAAAAACsvv/yyaY11T09PDRs2zCaf9frxlStXdriOX3/91ak2eXqaL98Mw3C4bOvWrdNVNwAAAAAAAFyDAD0AAAAAJDFlyhQtW7bMtG3gwIGqUKGCTV7rIHnSp+lTYhiGpk6d6lS7fH19TekbN244XDYkJMT0ZP+vv/6qY8eOOVU/AAAAAAAA0o8APQAAAABIunv3rsaOHasxY8aYtgcFBWnixIl2ywQFBZnS27Ztc6iuqVOn6uDBg061r1ChQqb06dOnHS7r7e2tF1980ZI2DEPDhw/XnTt3nGoDAAAAAAAA0ocAPQAAAIAH2s2bNzV9+nTVqlVLn376qem9fPnyafHixSpWrJjdsvXr11fu3Lkt6aVLl2r79u0p1rdq1SqbQQCOqF69uim9ZMkSp8q/8MILCgwMtKS3bdumXr166dq1aw7vIy4uTl988YX+85//OFU3AAAAAAAA7smV2Q0AAAAAgIywb98+3b1717Ttzp07unr1qq5evaq///5bO3fu1N69e+1OFx8YGKjFixerWbNmydbh6+urnj17av78+ZKkhIQEdezYUR9//LEGDhwoHx8fS96//vpLU6ZM0bfffqvExEQVK1ZMCQkJ+ueffxz6PHXr1lWRIkUUFRUlSdq8ebPatGmjPn36KDg42DRQQJLatm1rShcsWFCLFi3SI488YnlyfuXKlapevbpeeukl9e7dW8HBwTb1njt3Trt27dLy5cv1008/6fr16xo/frxDbQYAAAAAAICZh2G9aCIAAAAAZENly5bVmTNnXLKvfv36acqUKTZT2Ntz8uRJ1atXT9evXzdt9/HxUaVKlZQnTx6Fh4fr/Pnzlve8vLz0008/aeTIkZY2lylTRn///XeKdb333nt6++23HfoMyV3qLViwQE8//bRu3rxp817x4sVVrFgx5cmTR9euXVNERISuXLlik2/8+PF65513HGoHAAAAAAAA/ocn6AEAAABA99Z479mzp0aPHq0aNWo4XK58+fJatGiRevbsqdjYWMv2mzdv6vDhwzb5fXx8NGvWLHXs2NHpNr7xxhsKDQ3V3LlznS57X79+/VSxYkUNGDBAoaGhpvfCw8MVHh6eYnkvLy+VKFEizfUDAAAAAAA8yHiCHgAAAECO4MgT9Llz55aPj48KFy6soKAgVaxYUTVq1FCzZs3UsGFDeXt7p7n+P//8U6+88op++uknu+/nypVL3bt31/vvv69KlSrZtNmRJ+jv+/333zV//nzt2bNHp06dUkxMjG7dumXKk9qlXkJCgubNm6dvvvlGe/bsUUJCQrJ58+TJo2bNmqlTp04aMGCAihcv7lA7AQAAAAAAYEaAHgAAAABcKDw8XFu3btX58+d148YN+fn5qUKFCmratKn8/f0zu3l2Xbt2TTt37tTFixcVFRWlO3fuqECBAipWrJiqVKmiypUry8fHJ7ObCQAAAAAAkO0RoAcAAAAAAAAAAAAAwA08M7sBAAAAAAAAAAAAAAA8CAjQAwAAAAAAAAAAAADgBgToAQAAAAAAAAAAAABwAwL0AAAAAAAAAAAAAAC4AQF6AAAAAAAAAAAAAADcgAA9AAAAAAAAAAAAAABuQIAeAAAAAAAAAAAAAAA3IEAPAAAAAAAAAAAAAIAbEKAHAAAAAAAAAAAAAMANCNADAAAAAAAAAAAAAOAGBOgBAAAAAAAAAAAAAHADAvQAAAAAAAAAAAAAALgBAXoAAAAAAAAAAAAAANyAAD0AAAAAAAAAAAAAAG5AgB4AAAAAAAAAAAAAADcgQA8AAAAAAAAAAAAAgBsQoAcAAAAAAAAAAAAAwA0I0AMAAAAAAAAAAAAA4AYE6AEAAAAAAAAAAAAAcAMC9AAAAAAAAAAAAAAAuAEBegAAAAAAAAAAAAAA3IAAPQAAAAAAAAAAAAAAbkCAHgAAAAAAAAAAAAAANyBADwAAAAAAAAAAAACAGxCgBwAAAAAAAAAAAADADQjQAwAAAAAAAAAAAADgBgToAQAAAAAAAAAAAABwAwL0AAAAAAAAAAAAAAC4AQF6AAAAAAAAAAAAAADcgAA9AAAAAAAAAAAAAABuQIAeAAAAAAAAAAAAAAA3IEAPAAAAAAAAAAAAAIAbEKAHAAAAAAAAAAAAAMANCNADAAAAAAAAAAAAAOAGBOgBAAAAAAAAAAAAAHADAvQAAAAAAAAAAAAAALjB/wN5rLrUJH/PcgAAAABJRU5ErkJggg==\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -1609,7 +1616,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAB3QAAARHCAYAAAALAFK0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAuIwAALiMBeKU/dgAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nOzdd3RURf/H8U96CGkgCUEISWiG0DFIUSmCKDZQQQEVVFBR8MHKT0UE7GJ51AdERUCxYK8gQiyIiCBdupQQWiABCWmk7v39kcOau7tJdkM22cD7dc6ek7mZO/O9u3snsN+dGS/DMAwBAAAAAAAAAAAAADyOd00HAAAAAAAAAAAAAABwjIQuAAAAAAAAAAAAAHgoEroAAAAAAAAAAAAA4KFI6AIAAAAAAAAAAACAhyKhCwAAAAAAAAAAAAAeioQuAAAAAAAAAAAAAHgoEroAAAAAAAAAAAAA4KFI6AIAAAAAAAAAAACAhyKhCwAAAAAAAAAAAAAeioQuAAAAAAAAAAAAAHgoEroAAAAAAAAAAAAA4KFI6AIAAAAAAAAAAACAhyKhCwAAAAAAAAAAAAAeioQuAAAAAAAAAAAAAHgoEroAAAAAAAAAAAAA4KFI6AIAAAAAAAAAAACAhyKhCwAAAAAAAAAAAAAeioQuAAAAAAAAAAAAAHgoEroAAAAAAAAAAAAA4KFI6AIAAAAAAAAAAACAhyKhCwAAAAAAAAAAAAAeioQuAAAAAAAAAAAAAHgoEroAAAAAAAAAAAAA4KFI6AIAAAAAAAAAAACAhyKhCwAAAAAAAAAAAAAeioQuAAAAAAAAAAAAAHgo35oOAKhIRkaGfv31V2s5OjpaAQEBNRgRAAAAAAAAAMBWfn6+9u/fby336tVL4eHhNRgRAJwZSOjC4/36668aNGhQTYcBAAAAAAAAAHDB119/rYEDB9Z0GABQ67HkMgAAAAAAAAAAAAB4KBK6AAAAAAAAAAAAAOChWHIZHi86OtpU/vrrr9WiRYsaigYAAAAAAAAA4MiuXbtM2+fZfrYLAKgcErrweAEBAaZyixYt1KZNmxqKBgAAAAAAAADgDNvPdgEAlcOSywAAAAAAAAAAAADgoUjoAgAAAAAAAAAAAICHIqELAAAAAAAAAAAAAB6KhC4AAAAAAAAAAAAAeCgSugAAAAAAAAAAAADgoUjoAgAAAAAAAAAAAICHIqELAAAAAAAAAAAAAB6KhC4AAAAAAAAAAAAAeCgSugAAAAAAAAAAAADgoUjoAgAAAAAAAAAAAICHIqELAAAAAAAAAAAAAB6KhC4AAAAAAAAAAAAAeCgSugAAAAAAAAAAAADgoUjoAgAAAAAAAAAAAICH8q3pAAAAAAAAAAAAAFB1DMOQxWKRYRg1HQpQq3h5ecnb21teXl41HYoJCV0AAAAAAAAAAIBazDAM5eXlKSsrS1lZWSooKKjpkIBazcfHR3Xr1lVISIjq1q0rHx+fGo2HhC4AAAAAAAAAAEAtlZubq0OHDqmwsLCmQwHOGMXFxcrMzFRmZqYkKSQkRI0aNaqxxC576AIAAAAAAAAAANRCubm52rdvH8lcwM2ysrKUkpJSY/caCV0AAAAAAAAAAIBa5lQyl31ygeqRn5+vvXv3Kj8/v9r7ZsllAAAAAAAAAACAWsQwDB06dMgumevn56fQ0FAFBwfLz89PXl5eNRQhUDsZhqHi4mKdPHlSWVlZys3NNd1nRUVFOnLkiJo2bVqtcZHQBQAAAAAAAAAAqEXy8vLsln4NCQlR48aNSeICp8nPz0+BgYGqV6+eCgoKtH//fhUUFFh/n5OTo8LCQvn5+VVbTCy5DAAAAAAAAAAAUItkZWWZyn5+fiRzATfw9/dXTEyMvL3NKdUTJ05UaxwkdAEAAAAAAAAAAGoR24RuaGgoyVzATXx9fRUaGmo6RkIXAAAAAAAAAAAADhmGYVr+VZKCg4NrKBrg7GCb0C0sLLTbw9qdSOgCAAAAAAAAAADUEhaLxe5Yde7lCZyNbO8xwzBI6AIAAAAAAAAAAMCeoyQSyy0D7mW7h67k+MsVbuu/2noCAAAAAAAAAAAAALiEhC4AAAAAAAAAAAAAeCgSukAts3fvXnl5eVkft956a02HBKAKTZkyxXSPL126tNz6pev27t27WmKsTRgzAQAAAAAAANR2JHQBAAAAAAAAAAAAwEOR0AUAAAAAAAAAAAAAD0VCF8BpO9uXNH333XdN1//uu+/WdEgAUKazfcx2RmxsrPX5iY2NrelwAAAAAAAAcJYjoQsAAAAAAAAAAAAAHoqELgAAAAAAAAAAAAB4KBK6AAAAAAAAAAAAAOChSOgCAAAAAAAAAAAAgIcioQsAAAAAAAAAAAAAHsq3pgMAUL2ys7O1ZcsWbd++XceOHdPJkycVFhamBg0aqHPnzmrVqlVNh2iSkZGhFStWKDU1Venp6QoMDFRERIQ6deqkhISE02o7KytL69ev144dO5SRkaH8/HwFBQWpXr16io2NVUJCgho2bFhFV1I9LBaL/vzzT+3cuVNpaWkqLi5WZGSk4uLi1KNHD/n5+dV0iE5z52vvyObNm7Vt2zalpqYqOztbDRs21IgRI8p9zg4cOKAtW7YoOTlZJ06ckCTVr19fjRs3Vvfu3VWvXr0qj9OT7NixQ3/99ZeOHj2qf/75x/oatW7dWh06dJC/v3+l2t23b5/+/PNPHTlyRCdOnFD9+vUVFRWlCy+8UBEREVV8FSXXsWrVKh06dEg+Pj6KjIzUBRdcoNatW1dJ+xs2bNDWrVuVlpamvLw8RUZGKjo6WhdddJHq1KlTJX2UtmbNGu3atUupqanKy8tTTEyMhg8fXuX9VLX8/Hz9/vvvOnDggFJTU+Xj46MuXbqoV69eZZ5TWFioHTt2aOvWrTp8+LCysrJUt25d1a9fX/Hx8ercubN8fT3nn7sFBQVauXKl9u7dq/T0dFksFkVERKhly5bq1q2bfHx8ajpEAAAAAAAAeCID8HCbN282JFkfmzdvrumQalRycrLp+Rg5cmSF5+zYscOYMmWK0a1bN8PX19d0vu0jKirKmDp1qvHPP/9U2G5MTEy5bZX1mDt3boVtf/vtt0bPnj3Ljbdp06bGK6+8YuTl5TnxzP1r7dq1xrXXXmv4+/tXGGtcXJwxbtw4Y8uWLaY2bF8HVx7JyckuxeuMI0eOGGPHjjXOOeecMvsNCQkxRowYYezdu7fC9tq0aWM6d9euXS7HlJ2dbQQHB1vbqF+/vpGfn1/hee547X/55RfT+ZMnTzYMwzAKCwuN119/3e56Tz2OHz9uaqewsNBYtGiRMWrUqArf/15eXkb37t2Nr776yrBYLE4/b5MnTza188svv5Rbv3TdXr16Od1PZaWnpxsTJkwwoqOjy73+unXrGoMGDTIWLlzo1PUXFxcbs2fPNtq2bVtmm97e3ka3bt2Mb7/91ul4yxszFy9ebCQmJpbZX+vWrV3qq7TMzExj4sSJxrnnnltm+4GBgcagQYOMTZs2Od3u3LlzHY6nubm5xpNPPmnExcXZ9RMWFmYYhnvHbGeMHDnS4Vi4f/9+48477zTCw8Pt+h44cKBdO+np6caMGTOMAQMGmMaYst6Ho0aNMnbu3OlyfM4+nPk7vGnTJmPIkCHlxhseHm6MGzfOOHLkiKtPLQAAAAB4DD7LrR6FhYXG1q1bTY/CwsKaDgs4o9X0fceSy8AZbsGCBTrvvPM0ZcoUrVy5UkVFReXWP3z4sCZPnqx27dpp9erV1RTlv9LS0tSnTx9dc801WrZsWbnx7tu3Tw888IDat2+v3bt3O9X+888/ry5duuirr75SQUFBhfWTk5M1ffp0ffTRR05fQ3X79NNP1aJFC82YMUPHjh0rs15WVpbmzZun8847TzNmzCi3zZEjR5rK8+bNczmuL774QtnZ2dby0KFDy52x6e7X3tbx48fVp08f/ec//9GWLVucOmfo0KEaMGCAZs+erZSUlHLrGoahP/74Q9dee60GDx6snJycSsXpSd566y3FxcVp2rRp2r9/f7l1c3Jy9PXXX+vKK6+s8Lk6ePCgunTpolGjRmnz5s1l1rNYLFq5cqWuueYaXXHFFcrKyqrUdUjShAkTdNlll2nNmjVl1tm2bZuuueYaPfXUUy61/euvv6pFixZ65plndOjQoTLr5eXl6euvv1bHjh01ceJEl/ooLSUlRYmJiXriiSeUnJxc6XZqwo8//qi2bdvq7bffVkZGRoX1jx8/rkaNGmns2LFatGiRaYxxJCcnR7Nnz1bbtm317rvvVlHUzisqKtK9996rDh066LPPPis33oyMDE2fPl0tWrTQwoULqzFKAAAAAAAAeDrPWYMOgFvk5eXZHatTp46io6MVEhIiLy8vHTt2TCkpKbJYLNY6Bw8eVO/evbVmzZoqW3a0Ijt37tRll11ml5Dw8vJSTEyMGjRooPz8fCUnJ5s+FP/777/VvXt3LV++vNwlo2fPnq1HH33U7nhISIhiY2NVt25dnTx5Uv/8848OHDggwzCq7uLcZNasWRozZozptZOk4OBgxcTEyM/PT3v37jUlSvLz8zVu3DgdO3ZMTzzxhMN2b775Zj366KMqLi6WJH3wwQeaMmWKvLy8nI7tvffeM5Vtk8Slufu1t1VUVKRrrrlGy5cvtx6rV6+eoqOjJZUkyE4toVyao/spIiJCERERCgkJUV5eng4ePKijR4+a6nz55Zc6ceKElixZIm/v2vldqvvuu0+vvfaa3XEfHx81bdpUDRo0UF5eng4fPqz09HSn201OTlbv3r21b98+03Fvb2/Fxsaqfv36Sk9Pt0sKL1q0SH369FFSUpLLS1s/8sgjevHFF63lkJAQNW3aVHXq1FFKSopd/E888YTatGmj6667rsK2Fy5cqMGDB9u9VwIDAxUbG6ugoCDt37/f1EdxcbGeffZZHT58WLNnz3bpWjIzM9W/f3/9/fff1mORkZFq3Lix8vPzK0ym16T169fr5ptvVm5urvVYTEyMIiIidPz4cbv3hFTyXNl+2ePUezAsLEwBAQE6ceKEkpOTlZ+fb62Tn5+v2267Td7e3hoxYoT7LqqU3NxcXXfddVq8eLHd76KiohQVFSVvb28dOHBAaWlp1t9lZWVp4MCBmj9/voYMGVItsQIAAAAAAMDDVdtcYKCSWKbDzNUllz/77DPDx8fHuPLKK4233nrL2Llzp1FcXGxXLzMz0/jggw+MVq1amdrv2LFjmculLl++3EhKSjI++OAD0zn9+/c3kpKSynwcOnTIrq2cnByjdevWpnbi4uKMt956y27551PL3nbu3Nku1rKW4M3LyzPq169vqn/99dcba9ascXh9mZmZxk8//WQ8+OCDRsOGDY2JEyeafn/y5Enr9Tz88MOmdh9++OFyr//kyZNlvl6uWLt2reHn52fqu2nTpsann35qeh6KioqMH374weGywt9//32Z7V9++eWmusuWLXM6tn379hne3t7Wc+Pj48us6+7X3jDsl1xu2LCh9ed+/foZv//+u+m+sFgsRlJSkl2bV155pdGgQQPjnnvuMRYuXGikp6c77G/nzp3Go48+agQGBpr6feWVVyp87jxxyeVXX33V7r3TrFkz491333W4PPu+ffuMWbNmGZdccolpaV1bhYWFRteuXU3t+vr6Go888ohx8OBBU91du3YZo0ePtovjxhtvLDd22zGz9JLEXbt2NZYsWWJaGsVisRi//PKLER8fbzqvcePGFS6hsm/fPrtlg8855xxj1qxZRlZWlqnuihUrjIsuusjuembOnFluH7ZLLpd+L994443Gxo0bTfULCgqs93lVjtmVYbuk8anYAwMDjccff9w4cOCAqf7x48eNX3/91XQsPT3dkGQkJiYazz77rLF27VqH935hYaHx448/Gpdddpmpz+DgYGPfvn0O49uyZYv1mks/rw0bNiz3+bFdkv+UESNG2PU9adIkY8+ePXZ1N2zYYAwePNhUPyQkxKmlogEAAADAk/BZbvWo6aVfgbNRTd93JHTPMidPnjR++uknY8aMGcbTTz9tTJs2zfjoo4+M3bt313RoZeIfAWauJnT37Nnj1J6pp5w8edK44oornE76VSYmR8aMGWNq4+qrr7ZLgNjKy8szrr32WqcSZgsXLjTVGzFihNOx5efnl3uPlLWnpTtZLBajXbt2pn47dOhgt+draXl5edYE26lHo0aNjNzcXIf158+fb6o7atQop+N75plnTOc+99xzZdZ192tvGPYJ3VOP++67z+lrMoySJJwrCfn169ebvkjgTFLQ0xK6mzZtsvviwODBg53ev3jNmjVGRkaGw9+99NJLpnb9/f2NRYsWldve22+/bfc6fvXVV2XWL2u/61tvvdUoKioq87y0tDS7/W+//vrrcmO76qqrTPWjo6PLHX+Li4uNW265xXROUFCQXTK7NNvx5tTj1VdfLTe20qpizK4MR3vUBgcHG7/99pvTbeTm5hp//PGHS/0++eSTpj4nTJhQ4Tml9xuOiYlxqT/DMIyPP/7Y1Gfz5s2d2ot82rRppvOuueYal/sGAAAAgJrEZ7nVo6YTS8DZqKbvu9q57mMtd2rZ0so+br31Vpf7TE9P17hx49SgQQP17dtXY8eO1eOPP64JEyZo+PDhat68uRITE/XNN99U/QWjRsXFxSkmJsbp+oGBgXr//fcVFhZmPTZ37lx3hGa1f/9+vfPOO9Zy+/bt9dlnnyk4OLjc8wICAvTBBx8oNjbWeuy1116zLhNcWunlSCXpnnvucTo+f39/NWvWzOn61SEpKUmbNm2yloOCgvTtt98qPDy8zHMCAgL05ZdfKioqynosNTW1zP2BBw0aZHoffP755w6XHHak9J673t7euvnmmx3Wq47Xviw9evTQK6+84nR9SerevbsCAwOdrt+xY0dNmzbNWj548KCWLFniUp817dlnn1VhYaG1fNFFF+mTTz5RQECAU+eff/75pvfRKcXFxXZLOD/77LO6/PLLy23vjjvu0JgxY0zHXn75ZadiOSUxMVFvv/22fHx8yqwTERGhSZMmmY4tWrSozPo7duww7Xvq7e2tzz//vNzx19vbW3PmzFG7du2sx3JzczVz5kxnLsNq6NChGj9+vEvneIqXXnpJF110kdP169Spo27durnUx6RJk3TxxRdby+7eS9cwDE2ZMsVaDgoK0uLFi9W8efMKz3344YdNyyx/9913dn+/AAAAAAAAqtrGjRs1e/ZsPffcc3rllVf00Ucfae/evafdrsVi0cqVK/X+++/r5Zdf1rRp0/Tuu+/q119/NX3miIqR0D0LLF26VAkJCZoxY4ZycnLKrLd27VoNGjRII0eOVEFBQTVGCE9Tv359DRgwwFpesWKFW/ubMWOGaU/EF1980elkUVBQkO6//35rOSUlRWvWrLGrd/LkSVPZz8+vktF6htJJUEm6//771bRp0wrPCwsLMyUaJOntt992WDcwMFA33HCDtXzixAl9/fXXFfaxatUq7dixw1ru27evmjRp4rBudbz2ZXnyySdd2hO4soYOHWpKHLr7fqpKqamp+vTTT63lUwnIqtgHePHixdq/f7+1HBMT43RS8plnnlFQUJC1vHz5cm3bts3pvp988kmnxoDS739JWrduXZl1Z8+ebdp3e9iwYbrgggsq7MPX19e0n69Usje24cIe3k899ZTTdT1J06ZNdccdd1RLXzfddJP157S0NO3atcttfS1evFjbt2+3lsePH+9UMveUxx9/3PqzYRj66quvqjQ+AAAAAABwdlm6dKlp0mDpz4fnz5+v+Ph4dezYUaNHj9Zjjz2mBx98UDfddJPi4uLUrVs3LV++3OU+09LSNG7cOEVGRqp79+4aMWKEHnroIf3f//2fbrvtNvXu3VvnnHOORo4cqZSUlCq82jMXCd0z3PLly3XFFVfo6NGjpuPh4eHq1KmTYmNj7WYozZs3T8OGDXPpw2SceeLi4qw/Hzx4UOnp6W7r6/vvv7f+HBUVpX79+rl0fv/+/U3l3377za7Oueeeayp/8MEHLvXhaZYtW2Yq33bbbU6fO2zYMNWpU8daXrt2rXJzcx3WHTlypKn83nvvVdh+6dm5jtoorTpee0caNmyoSy65xKW+Kqtu3bqKjIy0ltevX18t/VaFn376yTTrecCAAWrZsmWVtP3rr7+ayiNGjJCvr69T59avX1+DBg0yHbO9J8oSFhamyy67zOl+Sn9RonQC2pbt9dx+++1O9SFJl156qelLD0eOHHF6VmaXLl3UokULp/vyJDfeeGOVfDnAGaX/pknuvQ9Lj2uSdMstt7h0fvv27U0rKTg7rgEAAAAAADiroKBAN998s4YPH26anGNr1apV6t27t0srnn366adq0aKFZsyYoWPHjpVZLysrS/PmzdN5552nGTNmuBL+Wcm5T07hVi+99JI6dOjgdH3bxFRZjh8/rhtvvNE0MzEmJkavvfaarrnmGuvMtAMHDujpp5/WW2+9Za335Zdf6r///a8eeOABp+OC58vIyNAXX3yh5cuXa+PGjUpNTVVmZmaZybzSjh49qoiIiCqP6fjx49q8ebO13LlzZ5c/4Ledmepopt4ll1wiHx8fa3Lqv//9r/Ly8vTQQw953HLKFdm7d6+OHDliLcfExLg0+ys0NFSJiYnWJEFxcbFWr16tXr162dW98MIL1bJlS+3cuVNSyVLPhw8fNiUbSisoKNDHH39sLYeEhOjaa691WLe6XntHEhMTT3t27pYtW/T5559r3bp12rp1q44fP67MzMwKlwqx/YKNJ7NNJF1xxRVV1vaqVatMZVcT7H379jUtF75y5UrdddddFZ7n6vssMjJS+/btk1QyS92R/Px8bdiwwVr28/NzaRlhb29v9enTR++//7712MqVK3XeeedVeK4zs4A91enGXlhYqB9++EFLlizRxo0btWfPHmVmZio7O7vCL6W58z4sfd/UrVtX8fHxLrcRHR2tw4cPS3J+XAMAAAAAAHDWyJEjTZ/j1qtXT9HR0fL19dWePXuUkZFh/V1xcbFGjx6tNm3aqEuXLuW2O2vWLI0ZM0YWi8V0PDg4WDExMfLz89PevXtN7efn52vcuHE6duyYnnjiiSq6wjMPCV0PcP7556t3795V3u6LL76oQ4cOWctxcXFavny5XUK4SZMmevPNN9W0aVNNnDjRevzJJ5/Ubbfdpnr16lV5bKheOTk5mjp1ql5//XXl5+dXqo3SA2xV2rFjh+mD9++///60E23//POP3bHo6GjdfvvtmjVrlvXYzJkzNXPmTJ1//vnq16+fevbsqW7duql+/fqn1b+72S5B0b59e5fb6NChgynpcCph5ciIESOse4kWFxfrww8/1IMPPuiw7oIFC0zP/5AhQ0xL45ZWXa+9I7az9VyxadMmjRs3zukZobbcdS+5w+7du03lxMTEKmv7dN/Htl+EKu89XFrp2dLOqFu3rvVn26XbTzl8+LBpq4L4+Hj5+/u71E+HDh1MCV1nr+d03ss1rbKxG4ahOXPm6LHHHlNaWlql2nDnfVg6AZuTk3Pas5CdHdcAAAAAAACc8f7772vPnj2SpMsvv1yTJ09W165drZ/NFhcX67vvvtPYsWOtOabi4mKNGzfObpJGaevWrdPYsWNNydymTZvqpZde0jXXXGPdaq+4uFg//vijHnzwQW3ZssVad/LkyerSpYtpO0j8i4TuGSo9PV3/+9//TMdmzZpV7uzeRx99VIsXL7YmKU6cOKGXXnpJzzzzjFtjhXsdPXpUl1xyiTZt2nRa7VQ2EVyR8pZcqKyyZtG9/vrrOnz4sL777jvT8bVr12rt2rV64YUX5OXlpQ4dOmjAgAG66aab1KZNmyqP73QdP37cVG7QoIHLbdieY9tmabfccoueeOIJa/J13rx5ZSZ0bZdkLm+55ep87W2FhoZWqv0FCxbo+uuvP619xt11L7mDbSLJ1WRoeUq/57y9vV3+IoUr7+HSAgMDXerHGdV9T5ZW2feyJ6hM7BaLRSNHjjztZfPddR/m5ORUedvOjmsAAAAAADijqNii1BN5NR3GWaFRWKB8fTxv59NTydxJkybpySeftPu9j4+PBg0apISEBHXq1Mm6wueff/6pjRs3Olxx1jAM3XrrrabVCzt06KClS5cqPDzcrv3LLrtMvXv31hVXXKGff/7Z+rtRo0Zp9+7dpi0DUYKE7hnq448/VnZ2trXcs2dP9e3bt9xzvLy8NHnyZFO9OXPm6Omnnz7tWXOoOUOGDLFL5kZHR6tPnz5KSEhQkyZNFBwcrDp16phmEc2bN880W8xd3DFLynY5h1MCAwP1zTff6OOPP9a0adNMS6SeYhiGNmzYoA0bNui5557TlVdeqVdffdWj9qgsfW9L5hmEzrI9Jysrq8y6MTEx6t27t3755RdJ0l9//aUNGzaoY8eOpnpHjx7VokWLrOW4uDhdfPHFZbZbna+9LT8/P5fb/vvvvzV48GBTMtfLy0sXXHCBevTooWbNmikqKkqBgYF2ScObb77ZtEx2bWH7vggODq6ytku/j8uaxV0eV97D7lbd92RplXkve4rKxP7UU0/ZJXNDQ0PVu3dvnX/++YqOjlZ4eLgCAwNN7W/cuFEPPfTQacdcEXeMaxUtHw0AAAAAgCtST+Tp4mm/1HQYZ4XfJvRRdH3XP/eqDgMHDnSYzC2tVatWuvfee/XCCy9Yjy1atMhhQjcpKcmUhwgKCtK3335rl8wtLSAgQF9++aXi4+OtW0+lpqbqo48+0qhRo1y9pDMeCd0z1DfffGMqO/vm79Onj+Li4pScnCypZBnJlStXqnv37lUeI9zv22+/1dKlS63lkJAQzZw5U8OGDatwCciffvrJzdGVsE3k9OnTR4899thptVneMuFeXl4aNmyYhg0bpq1btyopKUlLly7V8uXLHe6puHDhQi1btkwLFy4sNzlZnWyTajk5OS63YXtOSEhIufVHjhxpTehKJQl/24TuRx99ZPoG1ogRI8r9Mkh1v/an65FHHjHNvLvgggv03nvvObU/Zm39Uozt+yI7O7tSs08dCQ4Ots48dGYfb1uuvofdqSbuybPRkVfo9MYAACAASURBVCNHTP+BkEpWF3nssccq/LLBqf3T3c12XKtfv74++eSTaukbAAAAAADAWc8++6xT9W688UbT5zHr1q1zWO+dd94xle+//341bdq0wvbDwsI0ZcoUjRkzxnrs7bffJqHrAAndM1B2drbd3o79+/d36lwvLy/169fPtM/oggULSOjWUqU3NZekt956S8OGDXPq3Oras882ORQYGKh+/fpVS98JCQlKSEjQ+PHjZRiGtm/friVLlujzzz/X8uXLrfWysrI0ePBg7d69u0pnKFaWbdKyMksX2yavK0qEXn/99Ro7dqw16fTRRx9p2rRp8vX998/IvHnzrD97eXlpxIgR5bZZk6+9q7Kzs7Vw4UJruWHDhvrhhx+cTiA7u3yup7FdBjktLU2xsbFV0na9evWsCV2LxaLjx4+7lJB39T3sTjVxT56NvvnmG9M+xnfeeafT//morr9p4eHh8vX1VVFRkaSSfZc9dVwDAAAAAABnp3bt2ikhIcGpum3btjV91rF//36H9WxzUrfddpvT8QwbNkz333+/9XOftWvXKjc3t1Kr+p3JPG/xbpy2LVu2mGbJxcXFKSoqyunzL7zwQlPZ0bK0qB1Wrlxp/fmcc87RDTfc4PS5pTcjd6e4uDhTedeuXdXSry0vLy+1bt1a48eP12+//aZly5aZEo5paWnVsgS1M2JiYkzljRs3utyG7Tm2bdoKDg7W9ddfby0fOXJEixcvtpa3bNmitWvXWssXXXSRmjVrVm6bnvLaO2PdunWmpZaHDRvmdMJt165dtWrf3NJatmxpKq9Zs6bK2j7d97Gr72F3atSokfz9/a3l7du3u7zPsiddj6cq/TdNku655x6nz62uv2leXl6m1+7kyZM6dOhQtfQNAAAAAADgjMTERKfr+vn5mZZNPjVBo7S9e/eatpuLiYlR8+bNne4jNDTUFFNxcbFWr17t9PlnCxK6HiI/P1/btm3T8uXLtWrVKu3atatSS1BK0rZt20xlZ79pUVZ92/ZQe5QeRFu0aCEfHx+nzsvMzDQl5ypiu3yzK/v9NWnSxLQ/7c6dO8v8lk91uvjii/X888+bjpWetVva6Vx/ZcTGxqphw4bWckpKinUje2dkZWWZEnO+vr5O/REfOXKkqVx6Rm7pnx3VdcRTX3tHbPe/Pe+885w+9+eff67qcKqN7TLj33//fZW13a1bN1PZ1efJtr5te9XJ399fnTp1spYLCgrKHC8cMQzDtDy+5N7rqe4xq6pU531Y+jly9fnp06fPafUNAAAAAADgTpGRkS7Vr1u3rvXn0qunnZKSkmIqt2/f3uWYbPfl3bdvn8ttnOlI6HqAsWPHKjw8XAkJCbr44ovVrVs3tWzZUmFhYerWrZumTp2q9PR0p9vbsWOHqRwdHe1SPLb1U1JSlJeX51Ib8AylP4R2ZbbYnDlzXHrNSw/okuv7YV5++eWm8vTp0106311sZ6s72mNXOv3rr4xevXqZyu+++67T586fP9/0hzcxMdGp5Sv69Oljmnn27bffKiMjQxaLRR988IH1eJ06dTRkyBCnYvHU196WbULH2fvJMAzNnDnTHSFVi759+5qW1V60aJF27txZJW3bvoc/+OAD69ItFTl+/Li++uor07GePXtWSVyVdTr3ZFJSkunLDI0aNVKrVq2qKjQ7NTFmVYXK3ocbNmzQH3/84VJfpZ+jM+VvGgAAAAAAgFSy9V1lOfriu+12c7Zb7TnD9pzauoWdO7GHrgfYunWrw+NFRUVatWqVVq1apRdeeEEPPfSQJk+eXOEsy7S0NFO5SZMmLsXTsGFD05roFotFx44dU+PGjV1qp6zYXElOS569DKuni4qKUnJysqSS5SYzMjJMyyM4cvDgQU2dOtWlfkJDQ+Xj46Pi4mJJsvbprPvvv19vvvmm9T33v//9TzfeeKM6d+7sUjtVzdk9LW33GXX1+itj9OjR+vTTT63lV155RXfeeWeF93tmZqamTJliOnbHHXc41aeXl5duueUWPf3005KkvLw8ffrpp4qNjTUtKXrttdcqNDTUqTY99bW3Zbts/fLly/Wf//ynwvNmzpxZq5etb9iwoYYOHWpN2FssFo0aNUpLly61m+Xpqv79+6tp06bWb9slJydr+vTpuu+++yo8d9KkSaYk28UXX6z4+PjTiud0jRo1Si+++KL1H7Uffvihxo8fr/PPP7/c84qLizVhwgTTsdGjR7stTun0x+ya4ug+vOKKK8o9p7i42KWlmU8pPa4fO3ZMWVlZCgkJcercQYMGqUWLFtZ/v6xatUozZ87U3Xff7XIcAAAAAABUtUZhgfptQp+KK+K0NQqrfOK0NsnOzjaVbScTOMP2nKysrNOK6UzEDN1a4uTJk3rqqafUr18/u5vD1unePF5eXqpTp065bVbWG2+8obZt27r0GDRoUJX0fTbq0aOH9eeCggI9+uij5dZPT0/XVVddpYyMDJf68fPzM80m27Bhg3bv3u30+c2aNdOoUaOs5ZMnT+qqq65yeUbVzz//rDvvvNPh7yZNmuTSDEDDMPTyyy+bjpWVmGnTpo2p/O2335r2sXaHfv36mZauyMnJ0cCBAx3uYXBKQUGBhgwZotTUVOuxRo0aafjw4U73O2LECFN53rx5eu+990zHnFlu+ZTqeO2rwvnnn2/aI/XLL7/UihUryj1nwYIFeuCBB9wWU3V59NFHFRAQYC3/9ttvGjp0qNP7Aq9Zs8bh+9LHx0fjx483HXvkkUf0008/ldvenDlz9MYbb5iOPfjgg07F4k6tWrXSVVddZS1bLBZdf/31OnDgQJnnGIah0aNHm/bPrVu3rsaMGePWWE93zK4ppf+mSSXjuqNlfk4pLi7W7bff7vJ4IpnHdcMw9MUXXzh9ro+Pj5566inTsfHjx2vWrFkuxfD333/rzjvv1MGDB106DwAAAACA8vj6eCu6fhCPanj4+pwdKbjg4GBTOScnx+U2bM9x9ov1Z5Oz493kgby8vNSjRw8988wzSkpK0oEDB5Sbm6u8vDwdPHhQ3333ne666y67qe9Lly7V0KFDrbNqHLFNvlZm+ry7ErqoXrbJtzfffFMjR460W9M+KytLs2fPVvv27a2zCVu3bu1SX/3797f+XFxcrJ49e2rq1Kn66quvlJSUpB9//NH6KJ1QPOW///2vaQ/K1NRU9ezZU7fddptWrlzpMBGbnZ2t5cuXa+LEiYqPj1ffvn21ZMkSh/Ft2rRJt9xyixo3bqy7775bP/zwg44dO2ZXz2KxaPny5erfv7++/vpr6/GgoKAyE5+RkZGmNf537typ7t2767XXXtOCBQtM1/7jjz9WyRLmXl5emjt3rvz8/KzH1q1bp44dO+qLL74wLUVqsViUlJSkxMREu+dnzpw5Lo0RLVu2NCVVfv/9d1Oio3HjxurXr59L1+Lu174q1K1bV9dff721XFxcrAEDBujtt9+2ez137type+65RwMHDlR+fr4iIyN1zjnnuC02d0tISNBLL71kOvbZZ5+pTZs2eu+99xwuf3LgwAG988476tOnj7p06VLmEinjx49X165dreX8/HwNGDBAEydOtBsn9uzZo7vuukujR482Le1y4403auDAgadziVXmjTfeMK2CkJKSok6dOmnOnDl2/yhduXKlevfubbc080svvaRzzz3X7bGe7phdE6699lrTP+bXrVunPn36aNWqVaZ6RUVFWrx4sbp27Wrd3/t0/qZJ0t133617771X8+fP1+LFi03Pj6OVVoYOHaq77rrLWi4sLNSdd96pvn37asGCBQ7/Y1NYWKiNGzfq1Vdftc46nzVrltu/IAQAAAAAAHA6bFe2dPS5e0WcXS3zrGag2v3+++/Gjh07nKq7f/9+48ILLzQkmR6vv/56medccsklprqzZ892Ocbo6GhTG7/99pvLbTgyefJku2tx9bF58+YqiaW2Sk5ONj0fI0eOLLf+FVdc4fB5bNasmdG1a1fjvPPOM/z9/U2/Gz58uN1r9csvv5Tbz44dO4zAwECnXsO5c+c6bGP//v1Gu3btHJ5Tt25dIz4+3ujatavRrl07o0mTJoaXl5ddvZiYGIdtDxw40GG7jRo1Mtq1a2d069bNaNeunREcHOyw3syZM8u9/nnz5jn9Hk5OTi63LVe8/fbbhre3t10fISEhRrt27YyOHTsa9erVcxjH1KlTK9XnW2+9Vea1/d///V+l2nTna28YhvHLL7+Y6k6ePNnlGHft2mWEhoba9RsYGGi0b9/e6NKli9GkSRPT73x8fIzvv//eiImJcSpOw7AfJyu690rX7dWrl8vX5az777/f4evj4+NjNGvWzOjSpYvRvn17IyIiwqX3/O7du42mTZvanePt7W00b97c6NKlixEbG+uw786dOxv//PNPuXG7Omba6tWrl+n8iixYsMAICAiwi7VOnTpGQkKCcf755xuRkZEOr+f222+vsP25c+c6NZ5WpCrGbFeNHDnytMfCadOmOYyxYcOGRpcuXYx27drZ3afx8fHGN99849IYUFhYaJx33nlOPT9lvacKCgqMG264weE5vr6+1vd3p06djLi4OLu/xe74mwEAAAAA7rZ582bT/2nO9s9y3aWwsNDYunWr6VFYWFjTYcFDne5noxV9tmn7+VtFn386cvHFF5va+PXXX11uw91q+r5jhm4N6NGjh2mpw/I0adJEP/74o7p37246/vTTT5v2DyzNdrZd6Zl6zrJdSvN0Nsku7Z577tHmzZtdepSeJQnXffjhh7rgggvsju/Zs0erVq3Sjh07TO+RoUOHau7cuS7306pVK73//vt2yyu4okmTJvrjjz908803y8vLy/S7nJwcbd++XatWrdKmTZt04MABhxuwN23a1KU+U1NTtWnTJq1cuVKbNm2ym41ep04dvfnmmxUugXrLLbdowoQJdnG72x133KH58+fbLUGRlZWlTZs2acOGDXazIwMCAjR9+nQ98cQTlerzhhtuKHNMcGW55dJq4rV3VfPmzfXZZ5/Zvcfz8vL0119/afXq1abldQMDA/Xhhx9qwIABbo2rurzyyiuaMWOGgoKCTMeLi4u1Z88erV69Wn/99ZfL+6Q3a9ZMv//+u92+yRaLRbt379bq1au1d+9eu/MGDBigpUuXety39a688kotXrxYkZGRpuMnT57U1q1btXbtWru97n18fPToo49q9uzZ1RZnVYzZNeHhhx82zXw95ciRI1q9erU2bdqkzMxM6/F27dopKSnJ6X29T/H19dUXX3yh5s2bVzpWPz8/ffLJJ3rhhRfsVj4pKiqyvr/Xr1+v5ORkh/9ea9Cggd25AAAAAAAAniQ2NlYNGza0llNSUrRnzx6nz8/KytKaNWusZV9fXyUmJlZpjGcCErq1QGBgoObNmydfX1/rsbS0tDKXF3WUbHCV7Z50VfWBb2RkpNq0aePSo0WLFlXS99kqPDxcy5Yt06RJkxQWFlZmvTZt2uijjz7S/PnzTXuFumLw4MH6+++/9fzzz+uyyy5TdHS0goODXUpy1q1bV++//742bNigYcOGmZYvLUt8fLzGjx+vFStWaNmyZQ7rzJo1S3PmzNH1119v+uNSlvr162vMmDHatm2bw+SBIy+88II2bNighx56SBdddJEiIyOr7MsQ5bnhhhu0a9cujR07VvXr1y+zXkhIiEaMGKHt27dr7Nixle4vPDzc4RK3iYmJLi9rWpq7Xvuq1L9/f61evVpXX311mXV8fX01ePBgbdy4UTfeeKPbY6pO99xzj3bv3q3//Oc/Fd5H4eHhGjZsmH766SfFxsaWW7dJkyZavXq13nnnHbs9qUvz8vJS165d9c033+j777/32L00evXqpV27dumxxx4rd/nkwMBADRo0SOvXr9ezzz5bjRGWqIoxuya8+eabmjdvnpo1a1ZmncjISD311FNavXq1mjRpUql+2rRpo7/++ktz587V4MGD1apVK4WFhcnHx8eldiZMmKDk5GQ99NBDTn3xJCoqSjfffLO+/PJLHTp0yKm/WQAAAAAAADWpV69eprLtNmPlmT9/viknlZiYaDepBJKX4WiaEzzS9ddfry+//NJavvvuu/XGG2/Y1Rs1apTmzJljLT/99NOaOHGi0/0YhiF/f3/TvpX79++v9Aeip2vLli1q27attbx58+ZyP/BH2fLy8vTHH39o27ZtOn78uPz9/XXuueeqS5cuTs8ar24Wi0Xr1q3T33//raNHjyozM1NBQUEKDw9X8+bNlZCQoIiICJfbTU5O1o4dO5SSkqITJ06ooKBAwcHBioiIULt27ZSQkGD6EkVtUVxcrD///FM7d+5UWlqaLBaLIiIi1KxZM/Xo0cO0566nc9drX1VSU1P122+/WfdADw0NVYsWLdSjRw+nktG1nWEY2rBhg7Zt26b09HRlZWWpbt26ioqKUkJCgtq2bety4uuUffv2adWqVTpy5IgyMzNVr149NWrUSD169LCb+VobbNiwQVu2bFFaWpry8/MVERGh6OhoXXTRRfzj9DSceg+uXbtWR48elWEYioyMVNu2bZWYmFjp95+77dq1Sxs2bFB6erqOHz8uX19fhYWFqWnTpmrdunWFX4AAAAAAAE/GZ7nVo6ioSDt37jQda9myZa38PBPut3TpUvXp08danjx5sqZMmeL0+bGxsUpJSZEkxcTEOFxNLykpSf3797eW69atq+3bt1eYV8rMzFR8fLxSU1Otx2bPnq3bb7/d6fiqS03fd9zdtUjfvn1NCd0dO3Y4rGf7YXfpJUCdceTIEVMy19vbWw0aNHCpDXimwMBA9enTxzR4ezpvb28lJiZW+RILcXFxiouLq9I2PYGPj4+6d+9ut0x7beSu176qNGrUSDfccENNh1FjvLy81KlTJ3Xq1KnK227atKnbl9CuTh07dlTHjh1rOowzjjvfg+7UokULVh8BAAAAAABnlH79+ql9+/b666+/JJVsozdw4ED9/PPPZa4cWlBQoCFDhpiSuY0aNdLw4cOrJebahiWXa5Ho6GhTuax9Cs877zxTed++fS71Y1s/JiamWpaNBQAAAAAAAAAAQO3i5eWluXPnmlaIXLdunTp27KgvvvhCBQUF1uMWi0VJSUlKTEy021p0zpw55KPKwAzdWsR2qdTCwkKH9eLj403lrVu3utTPtm3bym0PAAAAAAAAAAAAOKVz586aMWOGxowZI4vFIknau3evBg8erJCQEMXGxsrHx0cpKSk6fvy43flTp07V5ZdfXt1h1xokdGuRw4cPm8pl7R3Zpk0b+fn5WRO+e/fuVWpqqho1auRUP7///rupzDKRAAAAAAAAAAAAKM8dd9yhsLAwjR49WllZWdbjWVlZ2rRpk8NzAgIC9PLLL2vs2LHVFWatxJLLtcjy5ctNZdslmE8JCQlRz549TceSkpKc6sMwDP3444+mY1dffbULUQIAAAAAAAAAAOBsdMMNN2jXrl0aO3as6tevX2a9kJAQjRgxQtu3byeZ6wRm6NYSGRkZ+uKLL0zH+vbtW2b9a665Rj/99JO1PHv2bI0YMaLCfn755RclJydbyw0bNlTXrl0rETEAAAAAAAAAAABqUu/evWUYRqXP37t3r8vnREZGavr06Xrttdf0559/aufOnUpLS5PFYlFERISaNWumHj162G01irKR0K0lHnroIWVkZFjL/v7+GjBgQJn1hw4dqscee0w5OTmSpGXLlunnn3/WJZdcUuY5hmFo6tSppmO33XabvL2ZyA0AAAAAAAAAAADn+fj4qHv37urevXtNh1LrkamrZs8//7zWrl3rdP2ioiI9+OCDmj17tun4mDFjyt0TNzIyUuPGjTMdGz16tA4dOlTmOc8995yWLVtmLYeFhenhhx92OlYAAAAAAAAAAAAAVYuEbjX74YcflJiYqAsvvFCvvfaaNm/erKKiIrt6J06c0Pz589WlSxe98sorpt81b95cTzzxRIV9TZgwQVFRUdZycnKyevTooW+//dY0vf7AgQMaM2aMJk6caDp/4sSJ5a5vDgAAAAAAAAAAAMC9WHK5hqxYsUIrVqyQJAUEBKhJkyYKCwuTj4+Pjh07pr1798pisdidFxUVpUWLFumcc86psI/69evrk08+0WWXXaa8vDxJUkpKigYOHKjw8HDFxcUpIyND+/btU3FxsencgQMH6qGHHqqCK616mZmZpuWnq0JoaKhTS0tnZmY6fF2qQnBwsHx9K74ls7OzHX4JoCoEBQXJ39+/wnq5ubkqKChwSwyBgYEKDAyssF5eXp71fV3V/P39FRQUVGG9goIC5ebmuiUGX19fBQcHV1ivqKhI2dnZbonB29tboaGhFdazWCzKzMx0SwySFB4e7lS9qh4XSmOMKMEYUYIxogRjxL8YI0owRpRgjCjBGPEvxogSjBElGCNKMEb8izGiBGNECcaIEowR/6qNY4Q7XxMAOJuR0PUA+fn52r17d4X1rrjiCs2dO1eRkZFOt92zZ08tXLhQQ4YM0T///GM9npGRofXr1zs8Z/jw4ZozZ468vLyc7qc6vf/++y49B8647777nPpH2pw5c9z2j7Rbb71VsbGxFdb7/PPPK7UJuTMGDRqkjh07VlhvyZIl2rBhg1ti6N27t3r37l1hvZUrV2rp0qVuiaFjx44aNGhQhfW2bt2qr7/+2i0xxMbG6tZbb62w3oEDB/Tuu++6JYbw8HDdd999FdbLzMzUq6++6pYYJGnKlClO1XNnDIwRJRgjSjBGlGCM+BdjRAnGiBKMESUYI/7FGFGCMaIEY0QJxoh/MUaUYIwowRhRoraMEXmFxUrPytcrL7zoVHshAb7y9nbt89baOEakpaW5JQ4AONuR0K1mEydOVOvWrfXbb79p+/btdjNjbQUHB2vAgAEaN26cevbsWak+L7nkEm3dulVTp07Ve++9V+Y3+Dp16qTHH39c1113XaX6AQAAAAAAAIAz2cmCYj38+UYlbT2i/CKLMn5Pduq82y6MU1gdPzdHBwA4U5HQrWaXXnqpLr30Ukkly8Rs3bpVe/fuVWpqqrKzs2WxWBQeHq569eopISFB7dq1k4+Pz2n327BhQ73xxht6+eWXtWLFCm3btk0ZGRny9/dX48aN1bVrV7Vo0eK0+wEAAAAAAACAM9XDn2/Ugr9SazoMAMBZhoRuDQoKClJiYqISExOrrc86deqob9++6tu3b7X1CQAAAAAAAAC1XV5hsZK2HqnpMAAAZ6GKd1QHAAAAAAAAAOAsl56Vr/wiS02HAQA4C5HQBQAAAAAAAAAAAAAP5WUYhlHTQQDl2bJli9q2bWstr1ixQq1bt67SPkJDQ+XtXfH3GzIzM2WxuOdbeMHBwfL1rXgV9OzsbBUVFbklhqCgIPn7+1dYLzc3VwUFBW6JITAwUIGBgRXWy8vLU15enlti8Pf3V1BQUIX1CgoKlJub65YYfH19FRwcXGG9oqIiZWdnuyUGb29vhYaGVljPYrEoMzPTLTFIUnh4uFP1MjIy3BYDY0QJxogSjBElGCP+xRhRgjGiBGNECcaIfzFGlGCMKMEYUYIx4l+MESUYI0owRpTw5DFi/z+5unjaL+Y48px7Hr4ff7Ga1Kv49S2tNo4R27ZtU48ePazHN2/erDZt2rgltrNZUVGRdu7caTrWsmVLp14rAJVT0/cdCV14PNuELv8IAAAAAAAAAFDdHCV0T/lsTHdFhZb9pYBGYYHy9TnzF8zks9zqUdOJJeBsVNP3HXc3AAAAAAAAAACnISo0UNH1XZuBCwCAs0joAgAAAAAAAABQSl5hsdKz8k3HDme6Z7ltAAAqQkIXAAAAAAAAAABJJwuK9fDnG5W09Yjyi9yzLy0AAK4ioQsAAAAAAAAAgKSHP9+oBX+l1nQYAACYnPm7sAMAAAAAAAAAUIG8wmIlbT1S02EAAGCHGboAAAAAAAAAgLOO7T65B46frNQyywG+3ooICajK0AAAMCGhCwAAAAAAAAA4a1T1PrmXJjRUoJ9PFUQGAIBjJHQBAAAAAAAAAGeNqtonN8DXW5cmNNSLgztUQVQAAJSNhC4AAAAAAAAA4KxQ2X1y59/RTU3q1TEdiwgJYGYuAKBakNAFAAAAAAAAAJxxbPfIlSq3T26Ar7c6NQ0neQsAqDEkdAEAAAAAAAAAZwz2yAUAnGlI6AIAAAAAAAAAzhjskQsAONOQ0AUAAAAAAAAAnBEqu0euZL9PLnvkAgA8BQldAAAAAAAAAMAZIT0rv1LLLLNPLgDAk5HQBQAAAAAAAADUSnmFxUrPyreWD2fmVaod9skFAHgyEroAAAAAAAAAgFrlZEGxHv58o5K2HqnUjNxT2CcXAFAbkNAFAAAAAAAAANQqD3++UQv+SnXpnM/GdFdUaKDpGPvkAgBqAxK6AAAAAAAAAIBaI6+wWElbj7h8XlRooKLrB7khIgAA3IuELgAAAAAAAADAI9nukStJB46fdHmZ5QBfb0WEBFRlaAAAVBsSugAAAAAAAAAAj1JVe+SecmlCQ5ZWBgDUWiR0AQAAAAAAAAAepTJ75DoS4OutSxMa6sXBHaogKgAAagYJXQAAAAAAAACAx6jsHrmSNP+ObmpSr461HBESwMxcAECtR0IXAAAAAAAAAFAjqmqPXKlkNm6npuEkcAEAZxwSugAAAAAAAACAalXVe+RK7JMLADhzkdAFAAAAAAAAAFSrqtojV2KfXADAmY+ELgAAAAAAAACg2lTlHrkS++QCAM58JHQBAAAAAAAAAG5ju08ue+QCwJmtoKBAK1eu1N69e5Weni6LxaKIiAi1bNlS3bp1k49P5cfxwsJCbdq0SZs3b9axY8eUk5OjgIAAhYSEKCYmRq1atVLz5s2r8Go8AwldAAAAAAAAAECVq+p9ctkjFwCcM2bMGL311lvW8ocffqjhw4e73E7nzp21fv16a3nr1q1q3bp1NBYK3AAAIABJREFUmfU3b96sJ598UosWLVJ2drbDOuHh4br55ps1adIkRUZGOh3L4cOH9fTTT+ujjz7S8ePHy63boEEDXXLJJbr99tt12WWXOd2HJ/Ou6QAAAAAAAAAAAGeeU/vknm4yN8DXW1e1b8QeuQDgpLvuustUfuedd1xuY+3ataZk7kUXXVRmMreoqEj33nuvOnTooM8++6zMZK4kZWRkaPr06WrRooUWLlzoVCxJSUmKj4/XjBkzKkzmStLRo0f16aef6qmnnnKq/dqAGboAAAAAAAAAgCpV2X1y2SMXAE5fp06ddMEFF+jPP/+UJC1dulS7du1SixYtnG5j1qxZpvIdd9zhsF5ubq6uu+46LV682O53UVFRioqKkre3tw4cOKC0tDTr77KysjRw4EDNnz9fQ4YMKTOOLVu26Oqrr1Z+fr7peEBAgGJjYxUWFqbi4mKdOHFCKSkpKiwsdPoaaxNm6AIAAAAAAAAAqlR6Vr7LM3NP7ZEbXT/I9CCZCwCuKz1L1zAMl2bp5uTkaP78+dZyeHh4mUnXu+++25TMDQ4O1qRJk7Rnzx6lpqZq/fr1Wrt2rY4cOaINGzZo8ODB1rrFxcUaNWqUdu3aVWYsEyZMMCVzO3bsqAULFigzM1Pbt2/XqlWrtGbNGu3cuVM5OTlat26dnnnmGbVr187p660NmKELAAAAAAAAAKhx7JELVIPiIinzYE1HcXYIbSz51FwabujQoXrggQd04sQJSdK7776rp556Sn5+fhWe++mnnyozM9Navummm1SnTh27ep988onmzZtnLTdv3lyLFy9W8+bNHbZ7aknmF198URMmTJBUMlP3wQcf1DfffGNX/8SJE1qyZIm1HB8frxUrVjiMRZL8/PzUqVMnderUSY899pi2b99e4bXWFiR0AQAAAAAAAAA1JsDXW5cmNGSPXKA6ZB6UXmtf01GcHcb/JdWLqbHug4KCdMstt2j69OmSpCNHjui7777TddddV+G5ziy3bBiGpkyZYuqvvGRuaQ8//LBWr16tzz77TJL03Xff6e+//1arVq1M9ZKTk1VUVGQt33rrrWUmcx2Jj493uq6nY8llAAAAAAAAAEC1+WxMd/02oY/1sXFyf00f3ll1/JmdCwBVacyYMaaybaLWkS1btuiPP/6wlrt06aIOHey/cLN48WLTDNjx48c7lcw95fHHH7f+bBiGvvrqK7s6J0+eNJWdmV18piKhCwAAAAAAAACoNlGhgeyRCwDVoE2bNrrwwgut5SVLlmjfvn3lnvP/7N19mNV1nTfwzxkGzjAwI5DDDAiMGK5Krq7ZrmA+62irrtKm5Xqj2CpGbm1ZTdvT3m1Wm0WtpXd0G5tt4aoF2YPoLTstEbpsj6tQjYbPiDw0yiADzBOHc//hxckDA87DmfmdmXm9rutc1/n+zvf3/X3OlV0K7/P9fvbvtdvV7tyIiAceeCBvfNVVV/WothNOOCFqampy44ceeuiAOZMnT84bf/e7343Ozs4ePWeoEOgCAAAAANBrbZ2ZeH7b7rzXlh1tSZcFQOTv0t27d2984xvfOOjc9vb2WLJkSW48duzY+Ju/+Zsu5746gB0zZkyvjjeeOnVq7v1jjz12wOe1tbVx9NFH58Y///nP4y1veUusWbOmx88a7PTQBQAAAACgx1o7MlG/bG00NG6N9j17ky4HgC5cfvnl8f73vz9eeumliIi444474pOf/GSUlBy45/Pee+/NzYuIuOKKK2Ls2LFdrvvqAHbXrl1drtcT27Zt6/L6P/3TP8X/+l//KzdeuXJlrFy5Mo488si44IIL4swzz4xTTz01amuT61c8EOzQBQAAAACgx+qXrY3l6zYLcwGKWDqdjnnz5uXGGzdujAcffLDLud09bnnXrl3R3t5euCIj4uWXX+7y+pVXXhmf/vSnI5VK5V1/9tln4/bbb48rr7wyjjzyyDjyyCPj+uuvj5UrV0Y2my1obcXADl0AAAAAAHqkrTMTDY1bky4D6KnKIyLety7pKoaHyiOSriDnXe96V/zLv/xLbrx48eK48MIL8+Y89dRT8ZOf/CQ3PuGEE+Iv/uIvulxv+/btBa/xUCHsJz7xiairq4ubbropVqxYEZlM5oA5zz33XCxevDgWL14cxx9/fPzLv/xL1NXVFbzOpAh0AQAAAAA4pLbOTDS1/HE31sbm1l7tzE2XlkRVRbqQpQE9MaI0YvzQPpqWA/3Jn/xJnH322bnAdvny5bFly5aoqanJzfnXf/3XvFD1YLtzIyLKy8vzxhMmTIjvfOc7Ba463ymnnBL3339/bN68Of7jP/4jVq1aFatXr46nn376gLm//e1v44ILLogvfelLceONN/ZrXQNFoAsAAAAAQJcK3Se3bmZ1lI0cUYDKAOiJBQsW5ALdPXv2xDe/+c346Ec/mhv/27/9W27u6NGjY+7cuQdda9y4cVFaWhp79uyJiIjW1tY477zz+q/4V5k0aVLMmzcvd4z0pk2bYuXKlfGDH/wgfvSjH0VnZ2dEvLLj94Mf/GDMnj07Zs2aNSC19Sc9dAEAAAAA6FKh+uSmS0vi4hMmxcLLTixQZQD0xFvf+taYOHFibvzqHbn7duzuc/nll8e4ceMOulYqlYra2j/u9G5tbY1Nmzb1Q9WvbfLkyTF37txYtmxZPPHEE/Hnf/7nuc+y2WzccsstidRVaHboAgAAAABwgN72yb17/qyYMn503rWqirSduQAJGjlyZPzt3/5t3HzzzRER8fTTT8fKlSvj3HPPjcWLF+fNPdRxy/ucffbZ8dRTT+XGK1euPOSu3oFQW1sbd911Vxx99NG5aw8//HCCFRWOHboAAAAAAMNcW2cmnt+2O+/1yIbtPd6Zmy4tiZOmjYupE8rzXsJcgORdf/31kUqlcuPFixfHxo0bY8WKFblrxx57bJx22mmvudZb3vKWvPH/+T//p3CF9sGMGTOiuro6N37xxRcTrKZw7NAFAAAAABim9MgFGD6mT58e559/fi7A/f73vx8TJ06MTCaTm9Od3bkREXPmzIkZM2bEk08+GRERP//5z+NrX/tavPvd7y584T3Q0dERO3bsyI3Hjx+fYDWFY4cuAAAAAMAwpUcuwPCyYMGC3PuOjo647bbbcuNRo0bF1Vdf3a11RowYEZ/+9Kfzrr3vfe874Pjm17J+/fq4/vrr44UXXjjgs7vuuis+97nPRXNzc7fX++pXvxqtra258cknn9yjeoqVHboAAAAAAMNQb3vkRhzYJ1ePXIDB4eKLL47JkyfHpk2bDvjsrW99axx++OHdXuuKK66IVatWxe233x4REZ2dnXH99dfHPffcEzfeeGOcffbZMWbMmLx7Ojs7o7GxMX7yk5/E9773vfiv//qvyGaz8bGPfeyA9f/whz/Exz72sfjMZz4Tf/mXfxlve9vb4tRTT43a2toD5q5fvz5uvfXWWLRoUd717u44LnYCXQAAAACAYaippb1XO3P39ckV4AIMPqWlpXHdddfFTTfddMBnvQk/b7vttmhubo7vfve7uWsrV66MlStXRmlpadTW1saECRNiz549sX379njhhReio6OjR8/YvXt3fO9734vvfe97ERExbty4qKmpiXHjxkVHR0c8//zz0dTUdMB9V1xxRcyZM6fH36kYCXQBAAAAAIa4ts5MNLW0513bsqOtV2vpkwswuF133XXx2c9+Nq937lFHHRXnnHNOj9caOXJkfOc734mTTz45/umf/invuOM9e/bEU089FU899dQh1zj88MNj9OjRh5zzatu3b4/t27cfcs78+fMP2K07mAl0AQAAAACGqNaOTNQvWxsNjVsL0ie3bma1PrkAg9zUqVPjvPPOixUrVuSuXXfddZFKpXq95oc//OGYN29efPGLX4zvfve7sWHDhkPOr6mpifPOOy/++q//Oi6++OIYOXLkAXPe9a53xVFHHRX33XdfrFq1Kp588slDrplOp+PCCy+MD3zgA3Haaaf1+rsUI4EuAAAAAMAQVb9sbSxft7nH9y1dMDtqKsvyrumTCzA0ZLPZePzxx3Pj0tLSeOc739nndaurq2PhwoWxcOHCePLJJ+PRRx+NpqamaG5ujtLS0jjssMNi2rRpcdxxx8WRRx75muuNHj06LrnkkrjkkksiIqKpqSkaGxvj6aefjm3btsXu3bujvLw8xo8fH8cee2yceOKJB/TsHSoEugAAAAAAQ1BbZyYaGrf26t6ayrKYOqG8wBUBUAwaGhriueeey40vvvjiqKmpKegzZsyYETNmzCjomlVVVXHmmWfGmWeeWdB1BwOBLgAAAADAELB/n9yNza29OmY5XVoSVRXpQpYGQBG5/fbb88bvete7EqqE7hLoAgAAAAAMYoXskxsRUTez2tHKAEPU+vXr4wc/+EFuPGPGjLjgggsSrIjuEOgCAAAAAAxive2Tu790aUnUzayOhZedWICqACg2mUwmbrjhhti7948//nn/+98fqVQqwaroDoEuAAAAAMAg1ds+uXfPnxVTxo/Ou1ZVkbYzF2AI+fWvfx3Nzc2xZ8+eeOaZZ+LrX/96PProo7nPp02bFtddd12CFdJdAl0AAAAAgEGqqaW9x8csp0tL4qRp44S3AEPcBz/4wfjpT3960M8XLVoU6bSe6YNBSdIFAAAAAAAwcPTIBRjeUqlU3HzzzXHRRRclXQrdZIcuAAAAAMAwoEcuwPBVWloa1dXV8eY3vzn+/u//Pt785jcnXRI9INAFAAAAABiCli6YHTWVZbmxHrkAw8uqVauSLoECEegCAAAAAAwCbZ2ZaGppz7u2ZUfbQefXVJbF1Anl/V0WANDPBLoAAAAAAEWstSMT9cvWRkPj1mjfszfpcgCAASbQBQAAAAAoYvXL1sbydZuTLgMASEhJ0gUAAAAAANC1ts5MNDRuTboMACBBAl0AAAAAgCLV1NLeq2OW06UlUVWR7oeKAICBJtAFAAAAABhi6mZWR9nIEUmXAQAUgB66AAAAAABDRLq0JOpmVsfCy05MuhQAoEAEugAAAAAAg9DSBbOjprIs71pVRdrOXBjiUqnUAdey2WwClcDwsXfvge0PSkoG7iBkgS4AAAAAwCBUU1kWUyeUJ10GMMC6CpE6Oztj5MiRCVQDw0NnZ2feOJVKdfnjiv4i0AUAAAAAGCBtnZloamnv9vwtO9r6sRpgMEqlUjFq1Kjo6OjIXdu5c2eUl/uBB/SXHTt25I1Hjhwp0AUAAAAAGEpaOzJRv2xtNDRujfY9Bx7bCNATFRUV8dJLL+XGO3bsiKqqqgENmGC42LNnzwGB7mGHHTagNQzc4c4AAAAAAMNU/bK1sXzdZmEuUBAVFRV5487OznjhhRf00oUC6+joiOeee+6AHroDHejaoQsAAAAA0I/aOjPR0Lg16TKAIaSsrCxGjhyZ19ezpaUlnnrqqaisrIyxY8dGaWlpl/12gYPLZrORyWRi9+7dsXPnzti9e/cBP5QYM2bMgPesFugCAAAAABRIVz1yNza3Fnxnbrq0JKoq0gVdExg8UqlUTJ48OTZs2JAXNnV2dsZLL72UdxwzUDgjR46M6urqAX+uQBcAAAAAoI8Gukdu3czqKBs5ot+fAxSv8vLymDZt2gGhLtA/0ul0TJ06dcB350booQsAAAAA0GcD1SM3XVoSF58wKRZedmK/PgcYHPaFukkETDCcVFRURG1tbWL/X7NDFwAAAACgD/rSI/fu+bNiyvjR3Z5fVZG2MxfIU15eHq9//eujvb09duzYES0tLdHR0ZF0WTCojRgxIsaOHRtjx46NMWPGxIgRyf67V6ALAAAAAPAqXfXBPZTe9shNl5bESdPGCWiBPkulUlFWVhZlZWUxceLEyGazsXfvXkcxQw+lUqkoKSmJVCqVdCl5BLoAAAAAAKEPLjB0pFKpxHcUAoUj0AUAAAAAiD/2we1v6dKSqJtZrQ8uANAtAl0AAAAAYNjrSx/cQ+mqR64+uABATwh0AQAAAIBhr6mlveDHLOuRCwAUgkAXAAAAABhy2joz0dTS3u35W3a0FbwGPXIBgEIQ6AIAAAAAQ0ZrRybql62NhsatBd9x21165AIAhSTQBQAAAACGjPpla2P5us0FXXPpgtlRU1nW7fl65AIAhSTQBQAAAACGhLbOTDQ0bi34ujWVZTF1QnnB1wUA6I6SpAsAAAAAACiEppb2gh+znC4tiaqKdEHXBADoCYEuAAAAAMBB1M2sdnwyAJAoRy4DAAAAAOwnXVoSdTOrY+FlJyZdCgAwzAl0AQAAAIAhb+mC2VFTWdbt+VUVaTtzAYCiINAFAAAAAAadts5MNLW0513bsqPtoPNrKsti6oTy/i4LAKDgBLoAAAAAwKDR2pGJ+mVro6Fxa7Tv2Zt0OQAA/U6gCwAAAAAMGvXL1sbydZuTLgMAYMCUJF0AAAAAAEB3tHVmoqFxa9JlAAAMKDt0AQAAAICitH+f3I3Nrb06ZjldWhJVFelClgYAMGAEugAAAABAUSl0n9y6mdVRNnJEASoDABh4Al0AAAAAoKgUqk9uurQk6mZWx8LLTixAVQAAyRDoAgAAAABFo7d9cu+ePyumjB+dd62qIm1nLgAw6Al0AQAAAICi0dTS3uNjltOlJXHStHHCWwBgSBLoAgAAAACJaOvMRFNLe961LTvaeryOHrkAwFAm0AUAAAAABlRrRybql62NhsatPd6N+2p65AIAw4FAFwAAAAAYUPXL1sbydZt7fN/SBbOjprIsN9YjFwAYDgS6AAAAAMCAaevMREPj1l7dW1NZFlMnlBe4IgCA4ibQBQAAAAD6zf59cjc2t/bqmOV0aUlUVaQLWRoAwKAg0AUAAAAACq5QfXL3qZtZ7XhlAGBYEugCAAAAAAXX2z65+0uXlkTdzOpYeNmJBagKAGDwEegCAAAAAAXV2z65d8+fFVPGj867VlWRtjMXABjWBLoAAAAAQK/t3yM3ond9ctOlJXHStHHCWwCA/Qh0AQAAAIAe0yMXAGBgCHQBAAAAgB7TIxcAYGAIdAEAAACAHultj9yIA/vk6pELAHBoAl0AAAAA4JD275Pbmx65EfrkAgD0hkAXAAAAAOiSPrkAAMkT6AIAAAAAXdInFwAgeQJdAAAAAOAAve2Tu3+P3Ah9cgEA+kKgCwAAAAAcoKmlvcfHLOuRCwBQeCVJFwAAAAAADA165AIAFJ4dugAAAABAn+iRCwDQfwS6AAAAAECPLF0wO2oqy3JjPXIBAPqPQBcAAAAA6JGayrKYOqE86TIAAIYFgS4AAAAADHNtnZloamnPu7ZlR1tC1QAA8GoCXQAAAAAYplo7MlG/bG00NG6N9j17ky4HAIAuCHQBAAAAYJiqX7Y2lq/bnHQZAAAcgkB3mGlra4s1a9bE448/Hs3NzTFq1KiYMmVKnHLKKXHUUUclXR4AAAAAA6StMxMNjVuTLgMAgNcg0C1if/M3fxP33HNP3rXa2tp49tlne7xWU1NTfOpTn4p/+7d/i127dnU55+STT45//Md/jEsvvbQ35QIAAABQpLrqkbuxubVXxyynS0uiqiJdqNIAAHgNAt0idd999x0Q5vbWqlWr4vLLL48XX3zxkPN+/etfx5w5c+Lqq6+OxYsXx6hRowryfAAAAACS0R89cutmVkfZyBEFWQsAgNcm0C1CL7/8crz73e8uyFoPP/xwXHjhhdHa2pp3fdy4cTF9+vRobm6O559/PjKZTO6zb3/727Fz585YtmxZpFKpgtQBAAAAwMArZI/cdGlJ1M2sjoWXnViQ9QAA6B6BbhGqr6+PF154ISIixowZc9Ajkl9Lc3NzvOMd78gLc2tra+MrX/lKXHLJJbmwduPGjfGZz3wmbr/99ty8e++9N2655Zb4wAc+0IdvAgAAAEBS+tIj9+75s2LK+NF516oq0nbmAgAkoCTpAsi3atWq+Nd//deIiCgpKYlPfvKTvV5r4cKFsWnTptx4+vTpsWbNmrj00kvzdt5OmTIl/u///b/x2c9+Nu/+m266KZqbm3v9fAAAAAAGTltnJp7ftjv3emTD9l73yD1p2riYOqE87yXMBQBIhh26RaS1tTWuu+66yGazERHx3ve+N/78z/+8V2s1NTXFbbfdlndt8eLFMXny5IPe89GPfjRWrFgRq1evjohXjn7+4he/eEDQCwAAAEDxKHSfXD1yAQCKix26ReQf//Ef46mnnoqIiGnTpsVnPvOZXq91zz33xM6dO3PjM844I84999xD3pNKpQ7YEXzHHXfkAmYAAAAAis++Prl9DXPTpSVx8QmT9MgFACgydugWiV/+8pfx5S9/OTf+6le/GmPHju31ej/84Q/zxtdee2237jv77LNj+vTp8cwzz0RExJYtW+JnP/tZzJ49u9e1AAAAANA/etsnV49cAIDBww7dItDZ2RnXXnttZDKZiIi4/PLL4+KLL+71ejt37swdm7zP+eef3617U6lUnHfeeXnXli9f3utaAAAAAOg/TS3tPd6Zq0cuAMDgItAtAp/73OfiN7/5TUREjBs3Lm699dY+rfe73/0uOjs7c+Pp06dHTU1Nt+9/85vfnDd+9NFH+1QPAAAAAH3X1pmJ57ftzntt2dHW43X0yAUAGFwcuZywxsbG+OxnP5sbf/7zn+9R+NqVxx57LG88c+bMHt2///z91wMAAABg4LR2ZKJ+2dpoaNzapz656dKSqJtZrUcuAMAgI9BN0N69e+Paa6+Njo6OiIg4/fTTY/78+X1e9/e//33eeOrUqT26f//5zz33XLS1tUVZWVmfawMAAACgZ+qXrY3l6zb3+L6lC2ZHTeUf/z5Hj1wAgMFJoJugW2+9NX72s59FRMSoUaPi61//eqRSqT6v+4c//CFvPGXKlB7dX11dHaWlpbFnz56IeCV4fumll+KII44oSG1NTU09uufJJ5/s83MBAAAABqO2zkw0NG7t1b01lWUxdUJ5gSsCAGCgCXQT8swzz8QnPvGJ3PijH/1oHHvssQVZe+fOnXnjMWPG9Oj+VCoVo0ePjpaWloOu2VuLFi2KT33qUwVZCwAAAGCoaevMRFNLe268sbm1V8csp0tLoqoiXcjSAABIiEA3Iddff33s2rUrIiKOPfbY+NjHPlawtfcPX3tzVHJ/BboAAAAAHKhQfXL3qZtZ7XhlAIAhQqCbgG984xvx4x//OCJe2Q379a9/PUaNGlWw9dva2vLGvVk7nc7/BWdra2ufagIAAADg4HrbJ3d/6dKSqJtZHQsvO7EAVQEAUAwEugNs8+bN8aEPfSg3vu666+L0008v6DP235Hb0dHR4zXa29vzxr3Z5duVG264IS6//PIe3fPkk0/GnDlzCvJ8AAAAgGLT2z65d8+fFVPGj867VlWRtjMXAGCIEegOsL/7u7+L7du3R0RETU1NfOELXyj4M8aOHZs33n/HbnfsvyN3/zV7a+LEiTFx4sSCrAUAAAAw2OzfIzeid31y06UlcdK0ccJbAIBhQKA7gJYuXRrf//73c+OvfOUrMW7cuII/Z//wdV+v3u7KZrP9FugCAAAADEd65AIA0FsC3QFUX1+fe3/RRRfF29/+9n55zv47YDdu3Nij+7du3Rp79uzJjUtKSuLwww8vSG0AAAAAw5EeuQAA9JZAdwDtO2o5IuL++++PVCrV4zWee+65A+575JFH4s/+7M9y42OOOSbv8w0bNvToGfvPr62tLVgPXQAAAIDhprc9ciMO7JOrRy4AwPAj0B2Cjj322LxxY2Njj+5/7LHHDrkeAAAAAF0rVI/cCH1yAQB4hUB3CHrDG94QI0eOjM7OzoiIePbZZ2Pz5s0xadKkbt3/X//1X3njV+/+BQAAAOBAhe6RG6FPLgAArxDoDqAf/vCHuZC1u9auXRsf+tCHcuPq6uq488478+bMmDEjb1xRURFnnHFG/Od//mfuWkNDQ1x99dWv+bxsNhs//vGP86791V/9VY9qBgAAABhuCtUjN0KfXAAA8gl0B9CZZ57Z43tKS/P/JyorK4vzzjvvNe+75JJL8gLdb3zjG90KdH/yk5/EM888kxtXV1fHKaec0oOKAQAAAIaXQvbIjdAnFwCAfCVJF0D/uOKKK2LMmDG58erVq2PlypWHvCebzcanPvWpvGvvfOc7o6TEPyYAAAAAB9PU0t6nHrlTJ5TnvYS5AAC8mqRuiJo4cWK85z3vybt23XXXxaZNmw56z+c+97lYvXp1bnzYYYdFfX19v9UIAAAAMJzpkQsAQHcIdIewD3/4w1FTU5MbP/PMM3HqqafGj370o8hms7nrGzdujAULFsTHP/7xvPs//vGPx4QJEwasXgAAAIDhIF1aEhefMEmPXAAAukUP3SFswoQJ8Z3vfCcuuOCCaGtri4iI5557Li699NIYN25cTJ8+PbZv3x4bNmyITCaTd++ll14aH/rQh5IoGwAAAGDIWLpgdtRUluVd0yMXAICeEOgOcWeccUbcf//9cfnll8e2bdty17dv3x6PPPJIl/dceeWVcccdd0QqlRqoMgEAAACGpJrKspg6oTzpMgAAGMQcuTwMnHPOOdHY2Bjvfve7o7z84H+AOOmkk+J73/te/Pu//3uk0+kBrBAAAABg8GjrzMTz23bnXlt2tCVdEgAAQ5gdukXurLPOyut321vV1dWxaNGi+NKXvhRr1qyJxx57LLZv3x6jRo2KI444Ik455ZSYMWNGASoGAAAAGJpaOzJRv2xtNDRujfY9e5MuBwCAYWLQBLp79uyJxx57LJ599tl4/vnn4+WXX45du3ZFRMSYMWPisMMOi2nTpsWRRx4Zxx57bJSWDpqvNqBGjx4d5557bpx77rlJlwIAAAAwqNQvWxvL121OugwAAIaZok09Ozo6YvXq1fHggw/G6tWr4ze/+U10dHR0695Ro0bFn/7pn8YZZ5wRF1xwQZx55pkxatSofq4YAAASIho5AAAgAElEQVQAgKGqrTMTDY1bky4DAIBhqOgC3ZUrV8add94Z9957b7S0tEREHPTI4VQq1eXn7e3t8atf/Sp+/etfxy233BJjx46Nt771rTF37tw477zz+vcLAAAAADCotXVmoqmlPe/axubWHh+znC4tiaqKdCFLAwBgGCqKQLe1tTW++c1vxm233Rbr16+PiD+GtKlU6qDB7WsFvfvmtLS0xJIlS2LJkiVx9NFHx9///d/HNddcE+Xl5f3xdQAAAAAYhArdI7duZnWUjRxRgMoAABjOEg1029raYtGiRfGFL3whmpqa8kLcfbLZbJSUlMSMGTPi2GOPjcmTJ8ekSZNi7NixUV5eHtlsNlpbW2Pnzp2xadOm2LRpUzz++OPx1FNPxd69+f/hnc1mY/369fHe9743PvWpT8U//MM/xA033BBlZWUD+r0BAAAAKD6F6pGbLi2JupnVsfCyEwtQFQAAw11ige6dd94ZH/nIR2Lz5s2RzWbzQtyRI0fGWWedFWeffXaceeaZ8Wd/9mc9Dl3b2trikUceiZ/+9KexatWqWLVqVV4P3qampqivr48vfelL8fnPfz7mzp1bsO8GAAAAwODSlx65d8+fFVPGj86NqyrSduYCAFAwiQS6p556avz85z+PiPyjlS+44IK4+uqr46KLLoqKioo+PaOsrCxmz54ds2fPjo985CPR0tIS999/fyxZsiRWrFgR2Ww2stlsbN68OebNmxeLFi2KNWvW9Pm7AQAAAFD89u+T25seuRGv7MY9ado4AS4AAP0mkUD3Zz/7WaRSqchmszFhwoS44YYb4vrrr48pU6b02zMrKiriiiuuiCuuuCJeeOGFuP322+NrX/tavPTSS5HNZnMBMwAAAABDlz65AAAMNiVJPbiqqipuueWW2LBhQ9x00039Gubu74gjjoibbropNmzYELfccktMnDhxwJ4NAAAAQHL29cnta5ibLi2Ji0+YpE8uAAD9LpEdup/+9Kfj/e9/f4wZMyaJx+eMHj063ve+98X8+fPjlltuSbQWAAAAAPpXb/vk7t8jN0KfXAAABk4ige7HP/7xJB57UOXl5UVXEwAAAACF1dTS3uOduXrkAgCQtMSOXAYAAACAYqdHLgAASUtkhy4AAAAAFLN0aUnUzazWIxcAgMQJdAEAAAAY9pYumB01lWW5sR65AAAUC4EuAAAAAMNeTWVZTJ1QnnQZAABwgEEZ6G7bti0efvjheOyxx2Lbtm3x8ssvx969e+ODH/xgHHPMMUmXBwAAAEDC2joz0dTSnndty462hKoBAIDeG1SB7v333x9f+tKXYvXq1ZHNZg/4/Iorrugy0P3Yxz4Wv/rVryIiora2NhYvXtzvtQIAAAAw8Fo7MlG/bG00NG6N9j17ky4HAAD6bFAEus3NzfHOd74z7rvvvoiIXJibSqXy3h/Mm970prj55ptz82688caYOXNmP1cNAAAAwECrX7Y2lq/bnHQZAABQMCVJF/BaXnrppZg9e3bcd999B+zKzWazhwxy93nrW98aU6ZMyY3vuuuugtcJAAAAQLLaOjPR0Lg16TIAAKCgijrQzWazcemll8b69etz18rLy+O9731v3HffffHoo492efTy/lKpVLztbW/LjVesWNEv9QIAAAAwMNo6M/H8tt15r0c2bO/VMcvp0pKoqkj3Q5UAANB3RX3k8r//+7/HmjVrcrtwTznllLj33ntj0qRJefO6s0v3oosuiq985SuRzWbjkUceiZaWlqioqOiXugEAAADoH/3RI7duZnWUjRxRkLUAAKDQinqH7r6+t9lsNo466qh48MEHDwhzu+vkk0/Ovc9ms9HY2FiQGgEAAAAYOPt65BYizE2XlsTFJ0yKhZedWIDKAACgfxTtDt3nnnsuGhsbc7tvP/vZz8Zhhx3W6/XGjx8fkyZNis2bN0dExPr16+OUU04pSK0AAAAA9L++9Mi9e/6smDJ+dN61qoq0nbkAABS9og10f/GLX0TEK7tpR48eHXPmzOnzmhMmTMgFus3NzX1eDwAAAID+09aZiaaW9tx4Y3Nrr3vknjRtnPAWAIBBqWgD3a1bX/m1ZSqViqOOOipGjRrV5zXHjh2be79r164+rwcAAABA4RW6T64euQAADGZFG+ju3Lkz9/7VQWxftLS05N6PGTOmIGsCAAAAUFj7+uT2Vbq0JOpmVuuRCwDAoFa0ge7rXve63PtCHY+8adOmLtcHAAAAoDj0tk+uHrkAAAxVRRvoVldXR8QrPXSffvrp2L17d5SXl/d6vd/+9rexffv23Hj69Ol9rhEAAACAwmpqae/xMct65AIAMJSVJF3AwcyaNStSqVSkUqnIZDLx//7f/+vTet/85jdz78vLy+Mv/uIv+loiAAAAAH3Q1pmJ57ftzntt2dHW43X0yAUAYCgr2h26EydOjJNOOin+53/+J1KpVPzzP/9zzJkzJ0aM6Pl/nD/xxBPx9a9/PVKpVEREnHPOOVFaWrRfHQAAAGBIa+3IRP2ytdHQuLXHu3FfTY9cAACGg6JONd/znvfE3/7t30ZExKOPPhrvf//747bbbuvRGps2bYo5c+bErl27IiIilUrFhz70oYLXCgAAAED31C9bG8vXbe7xfUsXzI6ayrLcWI9cAACGg6I9cjkiYt68eXH88cdHxCu9dBctWhRz5syJp59++jXv3bNnT3zjG9+IN73pTfH444/njm+uq6uL008/vb9LBwAAAKALbZ2ZaGjc2qt7ayrLYuqE8txLmAsAwHBQ1Dt0U6lULF26NN785jdHc3NzZLPZuO+++2L58uUxe/bseNOb3hQRr4S9qVQqvvWtb8WPfvSjePLJJ+Phhx+OlpaW3GfZbDamTp0aS5YsSfhbAQAAAAwfbZ2ZaGppz403Nrf26pjldGlJVFWkC1kaAAAMCkUd6EZEHHPMMXHffffFnDlzoqmpKSIi9u7dG2vWrIk1a9bk5mWz2bjzzjvzxhGRC3OPOOKIuO+++6KqqmpgvwAAAADAMFSoPrn71M2stiMXAIBhqaiPXN5n9uzZ8eijj8a5556bC2r32XeUciqVOuB6xCvB7rnnnhu//vWv44QTThiwmgEAAACGs319cvsa5qZLS+LiEybFwstOLFBlAAAwuBT9Dt19Jk2aFA0NDfHwww/Hl7/85WhoaIiWlpaDzi8rK4uzzjor6uvr4+yzzx7ASgEAAACGt972yb17/qyYMn503rWqirSduQAADGuDJtDd57TTTovTTjst9u7dG48++mg89thj8dJLL8X27dujvLw8Dj/88Jg+fXrMmjUr0ml9VQAAAAD60/49ciN61yc3XVoSJ00bJ7wFAID9DLpAd5+SkpJ44xvfGG984xuTLgUAAABg2NEjFwAABsagDXQBAAAASM6+Hrl9lS4tibqZ1XrkAgDAQQh0AQAAAOiR3vbIjTiwT64euQAAcGhFHei+8Y1vjGuuuSauvPLKOPzww5MuBwAAAGBI6qoP7qH0pkduhD65AADQG0Ud6D766KNx4403Rn19fbzlLW+JefPmxV/91V/FyJEjky4NAAAAYNArdB/c16JPLgAA9FxJ0gV0R2dnZyxfvjwuv/zymDRpUrz3ve+NX/7yl0mXBQAAADCo7euD299hbrq0JC4+YZI+uQAA0AtFvUM3IiKbzUYqlcq937ZtWyxatCgWLVoUxxxzTFxzzTUxd+7cmDx5csKVAgAAAAwefemDeyj798iN0CcXAAD6oqh36D7xxBPxiU98ImprayObzUZE5IW7jz/+eHz0ox+N2trauOCCC+Luu++Otra2JEsGAAAAGBSaWtoLvjN3X4/cqRPK817CXAAA6L2iDnRf//rXx0033RRPP/10rFq1Kq655poYO3ZsXribzWYjk8nEj3/845g7d27U1NTE/Pnz46GHHkq4egAAAIDhRY9cAAAovKIOdF/tjDPOiDvuuCO2bNkSS5YsifPPPz+3W/fVu3Z37NgRd9xxR5x11lm5QPiZZ55JsnQAAACAIU2PXAAA6D+p7L7troPQ5s2bY8mSJbFkyZL43e9+FxH54e6rx6eddlpcc801cfnll8fYsWOTKZhe+d3vfhfHH398bvzb3/423vCGNyRYEQAAAAx+z2/bHad/4SddfrZ0weyoqSzr9lp65AIQ4e9yAfrLoNmh25VJkybFhz/84fjNb34Tv/rVr+I973lPvO51r+uy3+7DDz8c1113XdTU1MTcuXOTLBsAAACgqNVUlh3QB/dQL2EuAAD0n0Ed6L7aG9/4xrj11ltj06ZN8YMf/CD++q//OkaOHJkLd7PZbGSz2di9e3fcfffdCVcLAAAAMHDaOjPx/Lbdea8tO9qSLgsAAOiG0qQLKLTS0tK45JJL4pJLLonm5ua455574lvf+lb84he/iFQqFYP4hGkAAACAHmntyET9srXR0Lg12vfsTbocAACgF4bMDt2ujB8/Po477rg47rjjIp1OJ10OAAAAwICqX7Y2lq/bLMwFAIBBbMjt0I2IeOKJJ+Lb3/523HnnnbFhw4akywEAAAAYcG2dmWho3Jp0GQAAQB8NmUB3+/bteccrR0TueOVUKpU3Pvnkk5MpEgAAAKCftHVmoqmlPTfe2Nzaq5256dKSqKpw0hkAABSLQR3oZjKZeOCBB+Jb3/pW3H///dHR0RERrwS3qVQq1zM3m83GpEmTYu7cuTFv3ryYOXNmwpUDAAAAFEah++TWzayOspEjClAZAABQCIMy0P2f//mf+Na3vhX33HNPvPjiixHR9W7csrKymDNnTsybNy/q6uqipGRItwwGAAAAhqF9fXL7Kl1aEnUzq2PhZScWoCoAAKBQBk2gu3nz5liyZEksWbIkGhsbIyI/xH31btxTTz015s2bF+94xzuisrIyybIBAAAA+k1v++TePX9WTBk/Ou9aVUXazlwAAChCRR3otra2xr333hvf/va3Y+XKlbF3796Dhri1tbVx1VVXxdVXXx0zZsxIuHIAAACA/tfU0t7jY5bTpSVx0rRxwlsAABgkijrQra6ujl27dkVE/m7cfSHu2LFj421ve1vMmzcvzjrrrAQrBQAAABgc9MgFAIDBpagD3Z07d+Z64u4LciMizj777Jg3b15cdtllUV5enmSJAAAAAIOCHrkAADA4FXWgG/HHnblHH310XH311XHVVVfFtGnTEq4KAAAAoLgtXTA7airLcmM9cgEAYHAq6kD3sMMOi3e84x0xb968mD17dtLlAAAAAAwaNZVlMXWCk80AAGCwK+pAd8uWLZFOp5MuAwAAACBxbZ2ZaGppz7u2ZUdbQtUAAAADpagDXWEuAAAAMNy1dmSiftnaaGjcGu179iZdDgAAMMCKOtAFAAAAGO7ql62N5es2J10GAACQkJKkCwAAAACga22dmWho3Jp0GQAAQILs0AUAAAAoAl31yN3Y3NqrY5bTpSVRVaGVFQAADAWJBLrnn39+3jiVSsWKFStec16hHOx5AAAAAAOtP3rk1s2sjrKRIwqyFgAAkKxEAt0f//jHkUqlIiIim83m3h9qXqEc6nkAAAAAA62QPXLTpSVRN7M6Fl52YkHWAwAAkufIZQAAAICE9KVH7t3zZ8WU8aPzrlVVpO3MBQCAISaxQDebzRZ0HgAAAECx279Pbl965J40bZzwFgAAhoFEAt3Ozs6CzgMAAAAoZoXuk6tHLgAADB+JBLojRnTvDxzdnQcAAABQzArVJ1ePXAAAGH700AUAAADoR73tk6tHLgAAECHQBQAAAOhXTS3tPT5mWY9cAABgn6IOdDdt2pR7X1VVFSNHjuz1Wp2dndHU1JQbT548uU+1AQAAAPQXPXIBAIB9ijrQnTJlSqRSqYiIaGhoiHPOOafXa61evTrOP//8iIhIpVKxZ8+egtQIAAAAUCh65AIAAPsr6kA3IiKbzeZC3UKsBQAAAFAsli6YHTWVZbmxHrkAAMD+ij7QLVSYCwAAAFBsairLYuqE8qTLAAAAiljRB7oAAAAAg0VbZyaaWtrzrm3Z0ZZQNQAAwFAwbALdtrY//uGprKzsEDMBAAAAeqa1IxP1y9ZGQ+PWaN+zN+lyAACAIWTYBLpPP/107n1lZWWClQAAAABDTf2ytbF83eakywAAAIagkqQLGAh79+6NJUuWRMQrPXmPPvrohCsCAAAAhoq2zkw0NG5NugwAAGCISnyH7l133dWtef/5n/8ZW7Zs6fa62Ww2du/eHc8880z88Ic/jMcffzz32SmnnNLjOgEAAAC60tTS3qtjltOlJVFVke6HigAAgKEk8UB37ty5kUqlDvp5NpuNiIibb76518/IZrO5Z6RSqbjqqqt6vRYAAABAIdTNrI6ykSOSLgMAAChyiQe6++wLbnv7+cGkUqlIpVK5+z/wgQ/ECSec0Ku1AAAAAPoqXVoSdTOrY+FlJyZdCgAAMAgURaDb27C2J2u/4Q1viA9+8INxzTXX9NuzAAAAAF5t6YLZUVNZlnetqiJtZy4Dr7MtYqdez5CYyiMiRhTFX8cDMAgl/m+QxYsXd3k9m83G9ddfnzsq+cYbb4zjjjuu2+uWlJTEmDFjYsKECfGGN7whJk2aVJB6AQAAgOGtrTMTTS3tufGWHW0HnVtTWRZTJ5QPRFnQtY7dET/8u4jfPxCx5+D/rAL97H3rIsbXJl0FAINU4oHutddee9DPrr/++tz7Cy+8MM4555yBKAkAAADgAK0dmahftjYaGrdG+569SZcD3fPDv4v43b1JVwEAQB8kHui+lv48jhkAAACgu+qXrY3l6zYnXQZ0X2fbKztzAQAY1Io60H3iiSdy74844ogEKwEAAACGs7bOTDQ06j/KILNzq2OWAQCGgKIOdF//+tcnXQIAAAAwzOzfIzciYmNza4+PWU6XlkRVRbqQpQEAAMNQUQe6AAAAAAOl0D1y62ZWR9nIEQWoDAAAGM4EugAAAABRuB656dKSqJtZHQsvO7EAVUE/eeeDEZWTk64Cho9KLQUB6D2BLgAAADDs9aVH7t3zZ8WU8aNz46qKtJ25FL/KyRHja5OuAgCAbhhUge6OHTviu9/9bqxZsyYeeeSRePHFF2P79u3R3t7+2je/SiqV6vE9AAAAwNDV1NLeq2OW06UlcdK0cQJcAACg3wyKQLejoyM+/vGPx+233x67du3KXc9ms71aL5VKFao0AAAAYJBp68xEU0v+D7237Gjr1Vr65AIAAP2t6APdl156Kc4777xYt25dLsBNpVKRzWbzgtn9x/vrbfgLAAAADA2tHZmoX7Y2Ghq39mo37qvpkwsAAAyUog50M5lMXHbZZbF27dqI+GOQW1VVFbW1tfHLX/4yd/3444+PsrKy2LZtWzz33HORyWRyn0VE1NbWxpQpU5L5IgAAAEDi6petjeXrNvf4vqULZkdNZVneNX1yAQCAgVKSdAGHcvfdd8dPf/rTSKVSkUqlYtq0afHggw/Gli1b4uc//3lE/DGw/fKXvxy/+MUv4sknn4yXX3457r///rjwwgtzO3NffPHFuPbaa+Ohhx6Khx56KLHvBAAAAAy8ts5MNDRu7dW9NZVlMXVCed5LmAsAAAyUog50v/jFL0bEK8clH3bYYbFq1ao4//zzX/O+8vLy+Mu//MtYvnx5/OAHP4jKysrYvXt3XHvttfHVr361v8sGAAAAikxTS3uvjllOl5ZEVUW6HyoCAADonqINdP/whz/EunXrcrtz/+Ef/iFqa2t7vM4ll1wSDzzwQIwaNSqy2WzceOON8cgjj/RDxQAAAMBQUzez2m5cAAAgUUUb6P7sZz+LiMgdmXzVVVcdcv6+eV2ZPXt23HjjjRHxSl/eT3ziEwWqEgAAABiK0qUlcfEJk2LhZScmXQoAADDMlSZdwMFs2bIl976mpiYmT558yPltbW2H/PyGG26Im2++ObLZbKxYsSJefPHFOPzwwwtSKwAAADB4LV0wO2oqy/KuVVWk7cwFAACKQtHu0N22bVtERKRSqaipqelyzqhRo3LvW1tbD7nelClT4sgjj4yIV3bz/vd//3dhCgUAAACKTltnJp7ftjv32rLj4D8Er6ksi6kTyvNewlwAAKBYFO0O3REj/vgHp3Q63eWcysrKePHFFyOVSsWmTZtec82JEyfGs88+GxERTz/9dEHqBAAAAIpHa0cm6petjYbGrdG+Z2/S5QAAAPRZ0e7QHTduXO79jh07upzz6iOTn3rqqddcc9euXV2+BwAAAIaG+mVrY/m6zcJcAABgyCjaQHfGjBkR8crxyFu3bu1yzvHHH597/9BDDx1yvZ07d8b69esjlUpFRMTYsWMLVCkAAABQDNo6M9HQ2PXfIQAAAAxWRRvovjqs3bZtW/zhD384YM6b3vSmiHgl9F27dm088sgjB13va1/7WnR2dkY2m42IyPXTBQAAAAaf/XvkPr9tdzyyYXuPd+amS0uiqqLrVk8AAADFoGh76FZVVcWf/MmfxPr16yMiYs2aNTFnzpy8OW9/+9vjIx/5SKRSqchmszF37txYsWJFTJkyJW/e97///fjf//t/5+aNGDEizjjjjAH7LgAAAEBhFLpHbt3M6igbOaIAlQEAAPSPog10IyLq6upyge4DDzxwQKB75JFHxsUXXxzLly+PVCoVjz32WBx33HFx4YUXxjHHHBMdHR3x8MMPx3//93/nduamUql4xzvekdejFwAAABgc9vXI7at0aUnUzayOhZedWICqAAAA+k9RB7pvf/vb46tf/Wpks9lYunRp3HLLLTFmzJi8ObfeemusXr06WlpaIpVKxa5du2LZsmV5c7LZbG53blVVVXz+858fyK8BAAAAFEBfeuTePX9WTBk/OjeuqkjbmQsAAAwKRR3onn766fG+970v2traIiJi/fr1cdJJJ+XNOfLII+PBBx+Miy66KJqbmyOVSh2wzr4wd/LkyfGjH/0oJk+ePCD1AwAAAIXT1NLeq2OW06UlcdK0cQJcAABgUCrqQDci4pZbbnnNObNmzYrf//73cdNNN8XSpUtj69b8X+vW1NTEVVddFR/+8Ifjda97XX+VCgAAABQhfXIBAIDBrOgD3e46/PDD49Zbb41bb701nnnmmdi6dWtks9moqamJ6dOnJ10eAAAAMMD0yQUAAIaCIRPovtr06dOFuAAAADCMLF0wO2oqy/Ku6ZMLAAAMBUMy0AUAAACGl5rKspg6oTzpMgAAAApOoAsAAAAkoq0zE00t7d2ev2VHWz9WAwAAUJwEugAAAMCAau3IRP2ytdHQuDXa9+xNuhwAAICiJtAFAAAABlT9srWxfN3mpMsAAAAYFBIJdO+6664kHpvnyiuvTLoEAAAAGHbaOjPR0Lg16TIAAAAGjUQC3blz50YqlUri0TkCXQAAABh4TS3tBT9mOV1aElUV6YKuCQAAUCwSPXI5m80O6PNSqVRks9nEw2QAAACgcOpmVkfZyBFJlwEAANAvEgt0BzrMTeqZAAAAQP9Il5ZE3czqWHjZiUmXAgAA0G8SCXQXL16cxGMBAACAIrZ0weyoqSzr9vyqirSduQAAwJCXSKB77bXXJvFY/j97dxseVXW2ffzck5eZAAkBGhJCAggiEhQQxAoFVDS+gEVrQQvFglIsRUW0DbetFsGK0uItlFqwFbFWC22Jioq2NiIoVW+kVQMYQFAQwksIJCQBkskk2c8HnuwyIUBmMsneM/n/jiPHMWtl77WuqX6wnKx1AQAAAADQzCp81Sos81rjg6UVZ3w2JcGj9PatmqMsAAAAAAgbtvbQBQAAAAAAkam8slpZ2bnKySuQt6rG7nIAAAAAIGwR6AIAAAAAgJDLys7V6k0H7C4DAAAAAMIega7NKisrtW3bNu3evVv79u1TWVmZfD6fEhIS1KFDB/Xt21e9e/dWVFRoegJVVVVpw4YN2rJli44cOaKoqCh16tRJAwcOVJ8+fUKyBwAAAACgZavwVSsnr8DuMgAAAAAgIhDo2iA7O1vvvPOOPvjgA23btk1VVVVnfb5t27YaN26c7rvvPl144YVB7Xns2DHNmzdPS5YsUVFRUb3P9OrVS//zP/+jSZMmyTCMoPYBAAAAAKCwzBvwNcvuaJeS4t1NVBEAAAAAhC+X3QW0RDNmzNDvf/97bdmy5ZxhriSVlJTomWeeUd++fTV79myZphnQfps3b1bfvn01d+7cM4a5krR9+3bdeeeduuGGG1RSUhLQHgAAAAAANEZmRrI8MaG5nQoAAAAAIgkndB3C4/GoS5cuatu2rWpqanT48GHt2bPHL7z1+XyaM2eO9u7dq+eee65B627fvl0jRozQ4cOH/ebbtGmj7t27q7y8XLt375bP57N+9/bbb+uGG27Qu+++K4/HE5ovCAAAAABAPdzRLmVmJGv+mH52lwIAAAAAjuToQDc2NrZJ1jUMQ16vt0nWbqjU1FSNGjVKw4cP1+DBg3XeeefJ5fI/MF1cXKzs7Gw9+uijys/Pt+aXLVumoUOH6o477jjrHlVVVRo7dqxfmNu+fXstWLBA48aNU0xMjCSpqKhITz31lJ544gnV1Jy8Euujjz7SzJkztWjRolB9ZQAAAAAAtHLqYKUk/PcvDyfFuzmZCwAAAABn4ehAtyHXEQfD7v6wb731li6++OJz1tGuXTtNmTJFY8aM0TXXXKNPPvnE+t1DDz2kiRMnnhYCn2rZsmXavHmz33rr169XRkaG33Pt27fXY489poyMDH3/+9+35pcsWaJ7771XPXv2DPQrAgAAAABQr5QEj9Lbt7K7DAAAAAAIG47voRto+GoYRr0/TtK3b9+AamrXrp1eeuklv3cOHDigDz744IzvVFZW6rHHHvObe/LJJ08Lc081fvx4TZgwwRpXVVVp9uzZDa4TAAAAANDyVPiqtbfohN/PwdIKu8sCAAAAgIjh6BO6Q4YMCTiMPXHihAoLC60rimvf75DZ3RYAACAASURBVNy5s7p16xbqEptN7969NXDgQP373/+25rZu3aphw4bV+/zbb7+tvXv3WuNu3bqd84pmSZo9e7b+/Oc/W717V65cqcWLF6tt27aN/AYAAAAAgEhSXlmtrOxc5eQVyFtVY3c5AAAAABCxHB3o/utf/wr63YKCAv3lL3/Rk08+qX379unIkSN69NFHGxRqOlWPHj38At1Te+PW9dprr/mN77jjjgaF4z169NAVV1yhdevWSZJ8Pp/eeustjRs3LriiAQAAAAARKSs7V6s3HbC7DAAAAACIeI6/cjlYycnJuu+++7R582ZdffXVqqio0A9/+EMtWbLE7tKCVlHhf2VVYmLiGZ998803/cbXXnttg/fJzMz0G69evbrB7wIAAAAAIl+Fr1o5eQV2lwEAAAAALULEBrq1EhMTtWrVKvXq1Uumaeq+++7TJ598YndZATNNUxs3bvSbGzhwYL3PFhQU6ODBg9bY7XZrwIABDd7rW9/6lt/4s88+C6BSAAAAAEAkqa9H7qd7jgZ1zbI72qWkeHcTVAkAAAAAkcvRVy6HSuvWrfXLX/5St956q6qrq5WVlaU1a9bYXVZAli1bpv3791vjCy+8UJdddlm9z27dutVvfP755ys2NrbBe2VkZPiNd+7cqaqqKkVHt4h/XQAAAAAAapoeuZkZyfLERIVkLQAAAABoKSL+hG6tb3/72/J4PDJNU+vWrdOePXvsLqnBXnjhBU2bNs0au1wuPf3002fsibt9+3a/cXp6ekD7JSUlyePxWOPKykrt2rUroDUAAAAAAOGttkduKMJcd7RLN/btpPlj+oWgMgAAAABoWVrMkUu3263u3bsrLy9PkvTBBx+oS5cuNld10hdffOEXMPt8PhUXF2vLli167bXXrJolKTY2Vn/4wx909dVXn3G9Q4cO+Y3T0tICrik1NVVfffWV35o9e/YMeJ36aissLAzonZ07dzZ6XwAAAABAwzWmR+6KKZcrrV2c31xSvJuTuQAAAAAQpBYT6EpSmzZtrM979+61sRJ/ixcv1m9+85uzPmMYhq6//no98cQT6tfv7H+j+dixY37j1q1bB1xT3XfqrhmsxYsXa86cOSFZCwAAAAAQGhW+ahWWea1xfnF50D1yL+mSSHgLAAAAACHUogLdU3vQhpuxY8dq+vTp5wxzpdPD11OvT26ouDj/v00dqkAXAAAAAOAcoe6TS49cAAAAAAi9FtNDNzc3V/n5+Vbf2aSkJJsrCszf/vY3DR06VMOHDz/nFcQVFRV+49jY2ID3c7vdfuPy8vKA1wAAAAAAOFuo+uTSIxcAAAAAmk6LOKHr9Xp1zz33SJJM05RhGOrfv7/NVf3XwoULtXDhQmtcXl6uI0eOKDc3V6+++qqWL19uBarr16/XoEGDlJOTo0svvbTe9eqeyK2srAy4Jq/X6zcO5pRvfaZNm6axY8cG9M7OnTt18803h2R/AAAAAMBJwfbJpUcuAAAAADSviA90165dq5kzZ+qTTz6RYRgyTVPp6em65JJL7C7tjOLi4pSWlqa0tDSNGjVKDz74oMaOHavPPvtMknT06FHdfPPN2rJlixITE097/9RewdLpJ3Ybou6J3LprBqtjx47q2LFjSNYCAAAAAASvsMwb8MlceuQCAAAAQPNzdKB71113BfVeeXm5CgoKlJubq8OHD1vztadz58yZE6oSm8X555+vnJwcDRgwQHv37pUk7du3T/Pnz9fcuXNPe75u+Hr8+PGA96z7TqgCXQAAAABA86vwVauwzP8mpoOlgf/lX3rkAgAAAEDzc3Sgu3TpUqvnbTBM05QkvzXuuOMOTZw4sdG1NbdvfOMbmjNnju68805r7o9//GO9gW7dE7D5+fkB77d///6zrgkAAAAAcL7yymplZecqJ6+gUX1y3dEuZWYk0yMXAAAAAGzg6EC3sWqvWDZNUx6PR7Nnz1ZWVpbdZQXtO9/5jiZPnmwF1fv379fXX3+trl27+j3Xq1cvv/GePXsC2ufQoUN+1zTHxsaqe/fuQVYNAAAAALBLVnauVm86EPB7K6cOVkqCxxrTIxcAAAAA7OP4QLc2vAxGu3btNGDAAI0cOVITJkxQUlJSCCtrfomJiWrfvr2OHDlizR08ePC0QPfCCy/0G3/55ZeqrKxUbGxsg/bZunWr37hHjx6Kjnb8vyoAAAAAgFNU+KqVk1cQ1LspCR6lt28V4ooAAAAAAMFwdEq3Y8eOgN8xDEMej0cJCQktou9rTEzMaXMpKSlKSUnRwYMHJUler1f/+c9/NHjw4Aat+cEHH/iN+/fv3/hCAQAAAABNqm6f3Pzi8qCuWXZHu5QU7w5laQAAAACARnB0oNujRw+7S3CUsrIyFRUV+c0lJyfX++yoUaP03HPPWeOcnJwGB7o5OTl+429/+9sBVgoAAAAAaC6h6pNbKzMjmeuVAQAAAMBBXHYXgIZ78803/a6gTkpKUqdOnep9dvTo0X7j559/vkHXV3/55Zd67733rHFMTIxGjhwZZMUAAAAAgKZW2ye3sWGuO9qlG/t20vwx/UJUGQAAAAAgFBx9Qhf/VV5erkceecRv7sYbb5TLVX8mf9111yktLU35+fmSpN27d+v555/XnXfeedZ9Zs+e7Rf8fve731Xbtm0bWT0AAAAAoCkE2yd3xZTLldYuzm8uKd7NyVwAAAAAcCBO6DazmTNnauPGjQG9U1RUpNGjR+uLL76w5qKionT//fef8R23262HHnrIb+6nP/2p8vLyzvjO8uXL9dJLL/ntMWfOnIBqBQAAAAA0jQpftfYWnfD7+XTP0YBP5rqjXbqkS6LS27fy+yHMBQAAAABn4oRuM/vnP/+p+fPn67LLLtNtt92mESNGqE+fPoqJifF7zjRNbd++XStXrtSiRYt0+PBhv9/ff//9uvjii8+61+TJk/X000/r888/lyQVFxdr2LBhWrBggcaPH6/o6JP/+IuKirRgwQI9/vjjfu//6Ec/0gUXXNDYrwwAAAAAaAR65AIAAABAy0aga5OPP/5YH3/8sSQpNjZWnTt3VmJiomJjY1VWVqa9e/eqrKys3ncnTpyoX/3qV+fcIyYmRitXrtTQoUNVVFQk6WR4O3HiRN19993q0aOHysvLtWvXLvl8Pr93L7vsMj355JON/JYAAAAAgMaq7ZHbWO5olzIzkumRCwAAAABhJqwC3a1bt+qtt97Sp59+qj179qi0tFTl5eV+PV8bwjAMbd++vYmqDFxlZaV27dp1zucSEhI0b948TZ06VYZhNGjt3r17691339VNN92kr7/+2po/duyYcnNz633nmmuu0cqVKxUXF1fv7wEAAAAAzSPYHrnS6X1y6ZELAAAAAOEpLALdDRs2aMaMGdaJ1lqBBrm1GhqGNoUVK1bojTfeUE5Ojj7++GOVlpae9XnDMHTxxRfr9ttv18SJE5WUlBTwnv369dPmzZv1xBNP6JlnnlFxcXG9z/Xs2VMzZ87U5MmTbf3fCAAAAABaogpftQrLvH5z+cXlQV2zXNsnlwAXAAAAAMKf4wPdxYsXa/r06TJN0wpwa8PGYELHYEPgUOndu7d69+6tmTNnqqamRjt27NDOnTutE8c+n0/x8fFq27atunXrpgEDBighIaHR+8bHx+vxxx/XnDlztGHDBm3ZskVHjhxRVFSUOnXqpAEDBpyzJy8AAAAAIPRC3SNXok8uAAAAAEQSRwe6b775pu655x5JJ8NbwzCsYDcqKkoJCQlq1aqVzVUGz+VyqVevXurVq1ez7RkTE6OhQ4dq6NChzbYnAAAAAODMQtUjV6JPLgAAAABEIkcHutOnT5ckK8ht3769ZsyYoZtuukm9e/dWdLSjywcAAAAA4KxC2SNXok8uAAAAAEQixyaiGzdu1K5du6wwt0+fPlqzZo06duxod2kAAAAAAIREYZmXHrkAAAAAgLNybKCbm5sr6WTPW8MwtGzZMsJcAAAAAEBYq/BVq7DMa40PllYEtQ49cgEAAACg5XBsoFtYWGh97ty5swYNGmRjNQAAAAAABK+8slpZ2bnKySsI6kRuLXrkAgAAAEDL49hAt1WrVpJO9s9NTU21uRoAAAAAAIKXlZ2r1ZsOBPTOyqmDlZLg8ZujRy4AAAAAtDyODXR79uxpfS4pKbGxEgAAAAAAglfhq1ZOXkHA76UkeJTevlUTVAQAAAAACCeODXSHDh0qt9str9err776SqWlpUpISLC7LAAAAAAAzqhuj1xJyi8uD/iaZXe0S0nx7lCWBgAAAAAIU44NdBMSEvT9739fy5YtU1VVlV588UXdfffddpcFAAAAAMBpQtUjt1ZmRjJXKwMAAAAAJEkuuws4m7lz56pjx46SpEceeUQ7d+60uSIAAAAAAE5X2yO3sWGuO9qlG/t20vwx/UJUGQAAAAAg3Dn2hK4kJScna9WqVbr++utVVFSkq666Si+99JKuuOIKu0sDAAAAAEBS8D1yJWnFlMuV1i7OGifFuzmZCwAAAADw4+hAV5Iuv/xyffjhhxozZoy2bdumESNG6Morr9SYMWM0YMAAJSUlyePxBLxuampqE1QLAAAAAIh0dfvkBtMjVzp5GveSLokEuAAAAACAs3J8oCtJGRkZevfdd3X11Vdr69atWrdundatWxf0eoZhqKqqKnQFAgAAAAAiHn1yAQAAAAB2cHQP3VpPPvmkLrjgAm3btk2GYcg0zUb/AAAAAAAQCPrkAgAAAADs4PgTuhMmTNCKFSusENYwDCvUBQAAAACgOQTbJ7duj1yJPrkAAAAAgMA4OtB96qmntHz5cknyO5nboUMH9enTRx06dFCrVq1srhIAAAAAEOkKy7wBn8ylRy4AAAAAIBQcG+h6vV7NnTvXL8i98sor9dhjj2nIkCF2lwcAAAAAwFnRIxcAAAAAEAqODXTXrVun4uJi64rlm2++WStXrpTLFRZtfwEAAAAALZQ72qXMjGR65AIAAAAAQsKxge7WrVslSaZpyuVyadGiRYS5AAAAAADHWTl1sFISPNaYHrkAAAAAgFBybKDr9Xolneyde/7556tz5842VwQAAAAAwOlSEjxKb9/K7jIAAAAAABHKsYFuamqq9TkxMdHGSgAAAAAAkaTCV63CMm9A7xwsrWiiagAAAAAAODvHBrrnnXee9bmwsNDGSgAAAAAAkaC8slpZ2bnKySuQt6rG7nIAAAAAAGgQxzalHTJkiFJTU2Wapnbv3q38/Hy7SwIAAAAAhLGs7Fyt3nSAMBcAAAAAEFYcG+i6XC5NnjzZGj/11FM2VgMAAAAACGcVvmrl5BXYXQYAAAAAAAFzbKArST/72c/Ut29fmaapp59+Wq+99prdJQEAAAAAwlBhmbdJTua6o11KineHfF0AAAAAAGo5OtD1eDz6xz/+of79+6uqqkpjx47VI488omPHjtldGgAAAAAAysxIlicmyu4yAAAAAAARLNruAs5m+fLlkqRp06bp8ccf1+7du/XYY49p4cKFuu666zRw4EAlJSXJ4/EEvPb48eNDXS4AAAAAoIVwR7uUmZGs+WP62V0KAAAAACDCOTrQnTBhggzDsMaGYcg0TZWVlenll1/Wyy+/HPTaBLoAAAAAAElaOXWwUhIC+4vCSfFuTuYCAAAAAJqFowPdWqZpWsHuqQFv7e8aqjYQrrsGAAAAACCyVPiqVVjmtcYHSyvO+GxKgkfp7Vs1R1kAAAAAAATM8YFubWAbSHB7rrUAAAAAAJGpvLJaWdm5yskrkLeqxu5yAAAAAABoNEcHus8++6zdJQAAAAAAwkhWdq5WbzpgdxkAAAAAAISMowPdyZMn210CAAAAACBMVPiqlZNXYHcZAAAAAACElKMDXQAAAAAA6lO3R64k5ReXB3zNsjvapaR4dyhLAwAAAAAgpAh0AQAAAABhI9Q9cjMzkuWJiQpBZQAAAAAANA0CXQAAAABA2AhVj1x3tEuZGcmaP6ZfCKoCAAAAAKDpEOgCAAAAAMJCY3rkrphyudLaxVnjpHg3J3MBAAAAAGGBQBcAAAAAEBYKy7xBXbPsjnbpki6JBLgAAAAAgLDk6EB3//79TbZ2ampqk60NAAAAAHAO+uQCAAAAAMKZowPdtLQ0GYYR8nUNw1BVVVXI1wUAAAAAOAd9cgEAAAAAkcDRgW4t0zTtLgEAAAAA4GArpw5WSoLHb44+uQAAAACASBAWgW4w6p7sJRQGAAAAgMiVkuBRevtWdpcBAAAAAEDIOTrQHT9+fMBXLp84cUKFhYX69NNPdfz4cUknw93u3btr8ODBTVEmAAAAAKAJVPiqVVjmtcYHSytsrAYAAAAAAHs4OtB96aWXgn63pqZGb7zxhubMmaPPPvtMu3fv1ve//33NmTMnhBUCAAAAAEKtvLJaWdm5yskrkLeqxu5yAAAAAACwlcvuApqKy+XSTTfdpA0bNmjChAmqqanRY489poceesju0gAAAAAAZ5GVnavVmw4Q5gIAAAAAoAgOdGvFxMTo+eef16BBg2SapubNm6c1a9bYXRYAAAAAoB4Vvmrl5BXYXQYAAAAAAI4R8YGuJEVFRemXv/ylNX7wwQdtrAYAAAAAIJ0Mb/cWnfD7+XTP0YBP5rqjXUqKdzdRlQAAAAAA2MvRPXRD6eqrr1Z8fLzKysr0ySefaPv27erVq5fdZQEAAABAixPqHrmZGcnyxESFoDIAAAAAAJynRZzQlU6e0u3atas13rBhg43VAAAAAEDLFaoeue5ol27s20nzx/QLUWUAAAAAADhPizmhK0kej8f6fODAARsrAQAAAICWqTE9cldMuVxp7eKscVK8m5O5AAAAAICI16IC3T179lifo6Nb1FcHAAAAgGZX4atWYZnXby6/uDyok7nuaJcu6ZJIgAsAAAAAaHFaTKq5fv16HTp0yBp37NjRxmoAAAAAIHKFukeuRJ9cAAAAAEDL1SIC3eLiYk2bNk2GYcg0TUnSoEGDbK4KAAAAACJTbY/cUHBHu5SZkUyfXAAAAABAixXRgW5ZWZmys7M1e/Zs5efnS5IMw1Dv3r114YUX2lwdAAAAAESeUPbIleiTCwAAAACAowPda6+9Nqj3ysvLVVBQoF27dqmmpkamaVqncw3D0Lx580JcKQAAAABAkgrLvPTIBQAAAAAghBwd6L7zzjsyDCOod2uvVpbkd9XyrFmzdOONN4akPgAAAABAaNAjFwAAAACA+jk60G2M2iDYNE2ZpqmUlBQtXLhQt956q82VAQAAAABq0SMXAAAAAICzc3yge+pJ24aKiYlRfHy8unbtqgEDBmjkyJH69re/rehox39dAAAAAIhYK6cOVkqCx2+OHrkAAAAAAJydoxNOn88X8DuGYcjlcjVBNQAAAACAxkhJ8Ci9fSu7ywAAAAAAIKw4OtCNiuJvaQMAAACAk1X4qlVY5rXGB0srbKwGAAAAAIDI4+hAFwAAAADgTOWV1crKzlVOXoG8VTV2lwMAAAAAQMQi0AUAAAAABCwrO1erNx2wuwwAAAAAACIezWYBAAAAAAGp8FUrJ6/A7jIAAAAAAGgROKELAAAAADijuj1yJSm/uDzga5bd0S4lxbtDWRoAAAAAAC2CowPdLVu26JZbbrHGS5cu1fDhwwNe57333tOUKVMkSYZhaPXq1erZs2fI6gQAAACASBPqHrmZGcnyxESFoDIAAAAAAFoWR1+5vGTJEu3cuVM7d+5UdHR0UGGuJA0fPlwul8ta6w9/+EOIKwUAAACAyFLbI7exYa472qUb+3bS/DH9QlQZAAAAAAAti6NP6K5atUrSyVO1t99+e9DrGIahH/zgB3r44YdlmqZeeeUVzZ8/P1RlAgAAAEBEaUyP3BVTLldauzhrnBTv5mQuAAAAAACN4NgTutu2bdOBAwes8ejRoxu13k033WR93r17t3bv3t2o9QAAAAAgUlT4qrW36IT18+meo0GdzHVHu3RJl0Slt29l/RDmAgAAAADQOI49ofv5559bn9u0aaM+ffo0ar2MjAy1adNGx44dkyRt3rxZ3bp1a9SaAAAAABDO6JMLAAAAAIDzOfaE7r59+ySdvC45PT290esZhqEuXbpY4z179jR6TQAAAAAIZ/TJBQAAAADA+Rx7Qrf2JK0kxcfHh2TNU9cpKysLyZoAAAAAEI6C7ZNbt0euRJ9cAAAAAACakmMD3TZt2lifjx49GpI1S0pKrM+xsbEhWRMAAAAAwlFhmTfgk7m1PXIJbwEAAAAAaD6ODXSTkpIkSaZpKj8/X1VVVYqODr5cn8/nd81y7foAAAAAEOkqfNUqLPP6zR0srQh4HXrkAgAAAADQ/Bwb6Pbo0cP6fOLECb3//vsaMWJE0Ou9//77OnHihDXu2rVro+oDAAAAAKcrr6xWVnaucvIKGtUn1x3tUmZGMj1yAQAAAACwgWMD3UsvvVRt27ZVaWmpJGnevHmNCnTnzZtnfW7VqpUGDx7c6BoBAAAAwMmysnO1etOBgN9bOXWwUhI81pgeuQAAAAAA2MdldwFn4nK5dP3118s0TZmmqTVr1mjRokVBrbVo0SKtWbNGhmHIMAxdd911iomJCXHFAAAAAOAcFb5q5eQVBPVuSoJH6e1bWT+EuQAAAAAA2Mexga4kPfzww1YIa5qmHnjgAT366KOqqWnYVWE1NTWaM2eOHnjgAWsNwzD08MMPN3HlAAAAANB8KnzV2lt0wu/n0z1Hg7pm2R3tUlK8uwmqBAAAAAAAwXDslcuS1KdPH/3whz/Us88+K8MwrIB2+fLluvvuu3XDDTfo/PPPP+29nTt36q233tLixYu1Y8cOK8g1DEOTJk1S//79bfg2AAAAABBaoeqRe6rMjGRO5AIAAAAA4CCODnQl6emnn9bnn3+uDz/80Dpl+8UXX2jGjBmaMWOGEhISlJSUpDZt2ujYsWMqLCy0+u6apilJ1nvDhg3TkiVL7Pw6AAAAABAywfbIrY872qXMjGTNH9MvJOsBAAAAAIDQcHygGxMTozfffFO33367Vq9eLcMwJP03rC0pKVFJSUm975767M0336w//vGP9M4FAAAAEBEa0yN3xZTLldYuzm8uKd7NyVwAAAAAABzI0T10a7Vt21avv/66fvvb3yo1NdXv5O2ZfqSTQW5aWpqeeeYZvfLKK0pISLDzawAAAABA0Or2yW1Mj9xLuiQqvX0rvx/CXAAAAAAAnMnxJ3RPdffdd+uuu+5Sdna2/vnPf2r9+vXavXu3amr++4cYLpdL3bt317Bhw3T99dfrlltuUVQUfzABAAAAIDyFuk8uPXIBAAAAAAgvYRXoSievYB43bpzGjRsn6eQp3KNHj6qsrEzx8fFKTEy0TugCAAAAQLgLVZ9ceuQCAAAAABCewi7QrcswDLVr107t2rWzuxQAAAAACKlg++TSIxcAAAAAgMgR9oEuAAAAAESCCl+1Csu8fnP5xeUBX7Nc2yOX8BYAAAAAgMhAoAsAAAAANqJHLgAAAAAAOBsCXQAAAACwET1yAQAAAADA2dgS6B45ckQdOnSwY+szcmJNAAAAACJbsD1ypdP75NIjFwAAAACAyOSyY9MePXpo7ty5OnHihB3b+zlx4oR++ctfqkePHnaXAgAAAKCFKSzzBnXNcm2f3PT2rawfwlwAAAAAACKTLSd0S0tLNWvWLC1cuFD33HOP7rnnnmY/HXvkyBH99re/1e9+9zsVFRU1694AAAAAIlOFr1qFZd4GP3+wtCKofeiTCwAAAABAy2FrD90jR47o0Ucf1a9//WuNHTtWP/zhDzV06NAm3XP9+vVaunSpsrOzVVFx8g9PTNOUYRhNui8AAACAyFVeWa2s7Fzl5BUEdeK2oeiTCwAAAABAy2NLoLt27Vrde++92rJli0zTVHl5uV588UW9+OKL6tq1q77zne/opptu0uDBgxUTE9OovXw+nz766COtWrVKr776qvbs2SPpZIhb6+KLL9aiRYsatQ8AAACAlisrO1erNx0I6Zorpw5WSoLHb44+uQAAAAAAtDy2BLpXXHGFPvvsM/3+97/X3LlztX//fkknQ9bdu3dr4cKFWrhwoTwej775zW/q0ksv1UUXXaRevXopLS1NKSkpiory/0OM6upqHThwQPn5+dq+fbs2b96s//znP/r444/9TuKeKjU1VQ8//LDuuusuuVy2tBMGAAAAEOYqfNXKySsI+bopCR6lt28V8nUBAAAAAEB4se3KZZfLpR//+Me68847tXjxYi1YsED5+fnW72tP7r733nt67733Tnvf7XYrLi5OpmmqoqJCXm/9fapqQ9xTr1ROS0vTT37yE02dOlVutzvE3wwAAABApKqvR25+cXnIr1l2R7uUFM//VwEAAAAAADb30JVOBrP333+/pk+fruzsbC1ZskTr168/7bm6p2srKiqsk7f1qa8n7vDhw/XjH/9YY8aMOe2ELwAAAACcSXP1yK2VmZHM1coAAAAAAECSAwLdWlFRUbrtttt02223ae/evVqxYoVWr16t//u//1NVVZXfs/WFtZJ/6GuapqKjo3X55Zdr1KhRGjdunLp06dKk3wEAAABAZGqKHrn1cUe7lJmRrPlj+jX5XgAAAAAAIDw4JtA9VXp6umbOnKmZM2eqrKxMH330kf7zn/9o06ZN2rVrl/bu3auSkhKVl5dLkuLi4pSYmKj09HR169ZNffv21cCBAzV48GDFx8fb/G0AAAAAhLPG9MhdMeVypbWLa/DzSfFuTuYCAAAAAAA/jgx0TxUfH69rr71W1157rd2lAAAAAGgB6vbJDbZHrjvapUu6JBLQAgAAAACARnF8oAsAAAAAzSHUfXLpgwsAAAAAAEKBQBcAAAAAFLo+ufTBBQAAAAAAoUSgCwAAAKDFC7ZPbn09cumDCwAAAAAAQolAFwAAAEDEqdsH91yC6ZNLj1wAAAAAANAcCHQBAAAARIxQdO0fpQAAIABJREFU98E9G3rkAgAAAACA5kCgCwAAACBihKoP7tnQIxcAAAAAADQnAl0AAAAAESHYPrjnUrdPLj1yAQAAAABAcyLQBQAAABARCsu8Ib9mmT65AAAAAADAbgS6AAAAAMJOha9ahWVev7mDpRUh34c+uQAAAAAAwG4EugAAAADCRnlltbKyc5WTVxDy07inok8uAAAAAABwCgJdAAAAAGEjKztXqzcdCPi9lVMHKyXB0+Dn6ZMLAAAAAACcgkAXAAAAQFio8FUrJ68gqHdTEjxKb98qxBUBAAAAAAA0PQJdAAAAAI5Ut09ufnF5UNcsu6NdSop3h7I0AAAAAACAZkOgCwAAAMBRQt0nNzMjmeuTAQAAAABA2CLQBQAAAOAowfbJrcsd7VJmRrLmj+kXgqoAAAAAAADsQaALAAAAwDGC7ZO7YsrlSmsX5zeXFO/mZC4AAAAAAAh7jg509+/fb31OSkpSTExM0Gv5fD4VFhZa49TU1EbVBgAAAODs6vbAbYhg+uS6o126pEsi4S0AAAAAAIhIjg5009LSZBiGJCknJ0cjRowIeq33339f1157rSTJMAxVVVWFpEYAAAAA/kLdA/dc6JELAAAAAAAimaMDXUkyTdMKdUOxFgAAAICmFaoeuOdCj1wAAAAAANASOD7QDVWYCwAAAKDpBdsDtyHq9smlRy4AAAAAAGgJHB/oAgAAAAgfhWXeJrlmmT65AAAAAACgpXLZXUBzqaiosD57PB4bKwEAAAAQKPrkAgAAAACAlqrFnND96quvrM8JCQk2VgIAAACgoeiTCwAAAAAAWroWEejW1NToxRdflHSyJ2/Pnj1trggAAABoeVZOHayUhMBuy6FPLgAAAAAAaOlsD3SXL1/eoOfWrFmjgwcPNnhd0zR14sQJ7dq1S6+99pq2bdtm/e6b3/xmwHUCAAAAaJyUBI/S27eyuwwAAAAAAICwYnugO2HCBBmGccbfm6YpSZo3b17Qe5imae1hGIZuv/32oNcCAAAA8F8VvmoVlnmt8cHSChurAQAAAAAAiDy2B7q1aoPbYH9/JoZhyDAM6/0HHnhAffv2DWotAAAAACeVV1YrKztXOXkF8lbV2F0OAAAAAABAxHJEoBtsWBvI2n369NFPfvITTZo0qcn2AgAAAFqKrOxcrd50wO4yAAAAAAAAIp7tge6zzz5b77xpmrrrrrusq5Lvv/9+9e7du8HrulwutW7dWu3bt1efPn3UqVOnkNQLAAAAtHQVvmrl5BXYXQYAAAAAAECLYHugO3ny5DP+7q677rI+jxw5UiNGjGiOkgAAAAD8f3V75EpSfnF5wNcsu6NdSop3h7I0AAAAAACAFsH2QPdcmvI6ZgAAAAD1C3WP3MyMZHliokJQGQAAAAAAQMvi6EB3x44d1ufOnTvbWEnTMU1Tu3fv1ubNm5Wfn6+jR4/K7XarXbt26tmzpwYNGiSPxxPSPcvKyvTBBx/oiy++UGlpqeLi4tS1a1cNGTJEqampId0LAAAA4SlUPXLd0S5lZiRr/ph+IagKAAAAAACg5XF0oNujRw+7S2gSxcXFWrVqlf7xj3/o3Xff1eHDh8/4bExMjEaNGqUZM2boiiuuaNS+u3bt0qxZs/S3v/1NlZWVp/3eMAxdccUVmjNnjoYPH96ovQAAABC+GtMjd8WUy5XWLs4aJ8W7OZkLAAAAAADQCI4OdCPR3XffraVLl9YbqNbH5/Np1apVWrVqlX7wgx/ot7/9rRISEgLe929/+5vuuOMOnThx4ozPmKapdevW6corr9TMmTP1xBNPyDCMgPcCAABAeKnbJzeYHrnSydO4l3RJJMAFAAAAAAAIIQLdZrZhw4Z6w9yoqCh16tRJycnJ8vl8+vrrr1VSUuL3zJ/+9Cdt27ZNa9asUZs2bRq858qVKzVu3DjV1Pj/oVxSUpLS09N16NAh7du3z+pXbJqmfvWrX8nr9WrBggVBfEsAAACEA/rkAgAAAAAAOF9YBrper1f79+9XSUmJysvLrSAyEEOGDGmCygKTmJio8ePHa9SoURo2bJji4+Ot31VXV2v9+vWaNWuW1q9fb81//PHHmjRpkrKzsxu0x5dffqk77rjDL8zt16+fFixYoKuuusqa2759u37+85/rlVdeseYWLlyoYcOG6ZZbbmnM1wQAAIBD0ScXAAAAAADA+cIm0P3iiy/03HPP6e9//7u2bdum6urqoNcyDENVVVUhrC4w3bp108MPP6zx48crLi6u3meioqJ05ZVXau3atZo2bZr+8Ic/WL97+eWXtXbtWr9A9kx+8Ytf6Pjx49Z40KBBeuedd067trlXr17Kzs7W1KlT/faaOXOmRo8erejosPlXBQAAAA0QbJ/cuj1yJfrkAgAAAAAANCXHp3Q+n08/+9nP9Jvf/EY1NTVBncZ1kjlz5igzM1OxsbENej4qKkqLFy/WJ598on//+9/W/NKlS88Z6H7++ef661//ao1jY2P1wgsvnLEHr2EY+s1vfqO1a9dqx44dkk6e8H3++ec1ZcqUBtULAAAA56nbI1cKrk8uPXIBAAAAAACan6MD3erqat166616/fXXrSDXMAxJCttgd9SoUQG/ExUVpZkzZ+rWW2+15t5+++1zvrds2TK/q5a/973vqXfv3md9x+Px6MEHH9TkyZOtuaVLlxLoAgAAhCF65AIAAAAAAIQ/Rwe6Tz/9tF577TUZhiHDMGSapkzTVEZGhvr376+OHTuqdevWdpfZLIYNG+Y3PnLkiE6cOKFWrVqd8Z3XX3/db3xqSHs2t912m6ZPn25d1bxx40bt379fqampAVYNAAAAO9EjFwAAAAAAIPw5NtCtqanR3LlzrSBXkq655hotWLBAffr0sbm65teuXbvT5kpKSs4Y6G7fvl07d+60xq1bt9aQIUMatFftszk5OZJOnoZ+8803OaULAAAQRoLtkSud3ieXHrkAAAAAAAD2cWygu2HDBh0+fNg6nXvDDTfo9ddfl8vlsrs0W+zbt++0uQ4dOpzx+c8++8xvfNlllyk6uuH/uL/1rW9ZgW596wEAAMDZCsu8QV2zTJ9cAAAAAAAAZ3FsOpqXlyfpv71yFy5c2GLDXElav36937hr166KjY094/Nbt271G2dkZAS0X93n664HAACAyESfXAAAAAAAAGdx7AndwsJC63O3bt10/vnn21iN/ZYtW+Y3Hjly5Fmf3759u984PT09oP3qPl93PQAAAEQW+uQCAAAAAAA4k2MD3ZiYGEmSYRjq2LGjzdXY66233tL777/vNzdp0qSzvnPo0CG/cVpaWkB7du7c2W98asAOAACA8LZy6mClJHj85uiTCwAAAAAA4EyODXS7detmfT569Kh9hdisqKhIP/rRj/zmbr75Zl122WVnfe/YsWN+49atWwe0b93nfT6fvF6v3G53QOvUdejQoYDD4Z07dzZqTwAAAPhLSfAovX0ru8sAAAAAAABAAzg20B02bJhcLpdqamq0e/dunThxQq1ataw/dKqpqdGECROUn59vzbVt21aLFi0657t1A12Px3OGJ+sXFxdX75qNDXQXL16sOXPmNGoNAAAA+KvwVauwzOs3d7C0wqZqAAAAAAAAEEqODXQ7duyoG2+8Ua+//roqKyv1yiuvaMKECXaX1ayysrL097//3W/u97//fYP64VZU+P8BXmxsbEB71xfclpeXB7QGAAAAmlZ5ZbWysnOVk1cgb1WN3eUAAAAAAACgCbjsLuBsfv3rX1snSx9++GEVFRXZXFHzWbRokZ566im/uZkzZ+q2225r0Pt1T+RWVlYGtL/X6z1tLtBTvgAAAGhaWdm5Wr3pAGEuAAAAAABABHPsCV1JuuCCC/T8889rwoQJ2rt3r0aOHKlXX31VnTp1sru0JrV8+XLNmDHDb27SpEmaN29eg9do06aN37juid1zqe80bt01gzFt2jSNHTs2oHd27typm2++udF7AwAARJIKX7Vy8grsLgMAAAAAAABNzNGBriTddtttiouL06RJk7Rx40ZddNFFuvvuu3Xrrbfqoosusru8kFu9erUmTpwo0zStuVtuuUVLly6VYRgNXqdu+Hr8+PGA6qj7fHR0dEhO6Hbs2FEdO3Zs9DoAAAAtTd0+ufnF5UGdzHVHu5QUf3p7DQAAAAAAADiTowPdCy64wPrscrlkmqaKi4s1d+5czZ07Vx6PRx06dAg4aDQMQ9u3bw91uY22du1ajR07VlVVVdZcZmamVqxYoaioqIDWqhua5ufnB/T+vn37/MZJSUkBvQ8AAIDQCHWf3MyMZHliAvtvSwAAAAAAANjH0YHuzp07ZRiGTNOUYRjWCdXa06vl5eUBB5WSAjrp2lw2bNig0aNH+12NPGTIEL366quKjY0NeL1evXr5jffs2RPQ+3Wfv/DCCwOuAQAAAI1X2ye3sdzRLmVmJGv+mH4hqAoAAAAAAADNxdGBbq26AWxjAtlTrzJ2ik2bNumGG27QsWPHrLlLLrlEb731llq3bh3UmnUD2Ly8vIDe37p161nXAwAAQNMLtk/uiimXK61dnN9cUrybk7kAAAAAAABhyNGBbmpqqiNP04bS9u3blZmZqeLiYmuud+/eevvtt9W2bdug1+3fv7/feOPGjaqqqlJ0dMP+kX/wwQdnXQ8AAABNr7DMG/A1y+5oly7pkkh4CwAAAAAAECEcHegGc51yOPn66691zTXX6NChQ9bceeedp5ycnEb3rL3wwgvVo0cPffnll5Kk48eP68MPP9Tw4cPP+e7x48f10UcfWWPDMHTjjTc2qh4AAACcXYWvWoVlXr+5g6UVZ3j6zOiRCwAAAAAAEFkcHehGsgMHDujqq6/2C607d+6sNWvWqHPnziHZY/To0VqwYIE1fu655xoU6P71r3/1u/750ksvVWpqakhqAgAAgL/yymplZecqJ68g4NO4p6JHLgAAAAAAQGQi0LVBUVGRMjMzrdOzkpSUlKScnBydd955Idvnzjvv1MKFC62+wX/5y1/04IMPqnfv3md8p6KiQvPmzfObmzx5cshqAgAAgL+s7Fyt3nQg4PdWTh2slASPNaZHLgAAAAAAQGRy2V1AS1NWVqbrr79en3/+uTWXmJiof/7zn2cNWoNx0UUX6dZbb7XGlZWVmjhxokpLS+t93jRNzZgxQzt27LDmunfvrjvvvDOkdQEAAOCkCl+1cvIKgno3JcGj9PatrB/CXAAAAAAAgMjECd1mNnr0aG3cuNFv7oEHHtDhw4f1zjvvBLTWwIED1a5du7M+89hjj+mNN97QiRMnJEkbN27U8OHDtXDhQl155ZXWc1988YV+9rOf6ZVXXvF7f968eYqJiQmoLgAAADRMYZk3qGuW3dEuJcW7m6AiAAAAAAAAOE3YB7rl5eUqKSlRTU2NkpKSHB8+rlu37rS5WbNmBbXW2rVr/ULZ+px//vl67rnnNH78eOvq5dzcXF111VVKSkpSly5ddOjQIeXn51u/r3Xvvfdq7NixQdUGAACAppOZkcyJXAAAAAAAgBYi7ALd999/Xy+//LLWr1+vbdu2yev1Wr/LycnRiBEjTnvns88+s06oJiYmKiMjo9nqdYLvfe97Mk1TkydPVnl5uTVfWFiowsLCet/56U9/ql//+tfNVSIAAAAawB3tUmZGsuaP6Wd3KQAAAAAAAGgmYRPobty4UdOmTdMnn3xizZ16otQwjDO++9JLL2nBggWSpLZt2+rAgQNyu1vWFXXjxo3TN7/5Tf3iF7/QypUr5fP56n1u+PDhevTRR3XFFVc0c4UAAAA41cqpg5WS4PGbS4p3czIXAAAAAACghQmLQPfpp5/WT37yE1VVVck0TRmGYYW5p34+k/vuu0+LFi1SVVWVSkpK9Morr2jcuHHNUfppzlVrU+revbv+/Oc/a8mSJfrXv/6lHTt2qKysTB6PR126dNG3vvUtde7c2bb6AAAAwl2Fr1qFZd5zP/j/HSytOOPvUhI8Sm/fKhRlAQAAAAAAIIw5PtB94YUXNH36dEn/PYXrcrnUv39/denSRa+++uo510hPT9dVV12lnJwcSdJrr71mW6DrBAkJCRo5cqTdZQAAAESM8spqZWXnKievQN6qGrvLAQAAAAAAQARx2V3A2ezZs0dTp06VYRhWmHv//ffrwIED2rhxo15++WVJZ79uudZ3v/tdSSdPyK5Zs6bpigYAAECLk5Wdq9WbDhDmAgAAAAAAIOQcfUJ31qxZ8npPXllnGIZefPFFjR8/Pqi1hg0bZn0uKirSV199pe7du4ekTgAAALRcFb5q5eQV2F0GAAAAAAAAIpRjT+hWVlbq5Zdftk7nTpkyJegwV5J69eqluLg4a7x169ZQlAkAAIAWrrDMG/KTue5ol5Li3SFdEwAAAAAAAOHJsYHuhx9+qOPHj8s0TUlSVlZWo9ZzuVxKTU21xvn5+Y1aDwAAAGgqmRnJ8sRE2V0GAAAAAAAAHMCxVy7v2rXL+ty5c2f16NGj0WsmJiZan0tLSxu9HgAAABBK7miXMjOSNX9MP7tLAQAAAAAAgEM4NtAtLCyUdLJ3bqdOnUK+fk1NaK/FAwAAAOpaOXWwUhI8DX4+Kd7NyVwAAAAAAAD4cWygGxsba32urKwMyZpFRUXW5w4dOoRkTQAAAOBMUhI8Sm/fyu4yAAAAAAAAEMYcG+h27NhRkmSapvbt29fo9UpKSvT111/LMAxJUlJSUqPXBAAAQMtS4atWYZnXb+5gaYVN1QAAAAAAAKAlcGyge2rP3CNHjmj79u3q1atX0Ou9/fbb1jXLhmFo0KBBja4RAAAALUN5ZbWysnOVk1cgbxWtOwAAAAAAANB8XHYXcCaDBg1Su3btrBO1zz77bKPW+9///V/rc8+ePZWamtqo9QAAANByZGXnavWmA4S5AAAAAAAAaHaODXRdLpduuukmmaYp0zT1u9/9Tps2bQpqrccff1wbN26UdPJ07oQJE0JZKgAAACJYha9aOXkFdpcBAAAAAACAFsqxVy5L0qxZs7R8+XL5fD55vV5dd911euONN3TppZc26P2amho98sgjevzxx2UYhkzTVNu2bTV9+vQmrhwAAABOVV8f3LPJLy4P6mSuO9qlpHh3wO8BAAAAAAAAp3J0oNutWzf9/Oc/1+zZs2UYhgoKCjR48GBNmDBBt99+uwYOHChJMk3TCmyPHj2qnTt36t1339Uzzzyjr7/+WqZpSjp5OnfBggVKSEiw82sBAADABs3dBzczI1memKgm3wcAAAAAAACRzdGBrnTylO6OHTv05z//WYZhqLq6Wn/605/0pz/9ye850zR17bXXnjYnyQp77733Xk2cOLHZagcAAIBz1PbBbWruaJcyM5I1f0y/Jt8LAAAAAAAAkc/xga4kvfDCC+rSpYt+9atfWXOnhrV152rVBrmGYejRRx/VQw891DwFAwAAwFGaqg/uiimXK61dnN9cUrybk7kAAAAAAAAIGZfdBTSEy+XS3LlztXbtWl111VWnBbe1DMM4LeAdNmyY1q5dS5gLAADQghWWeUN+zbI72qVLuiQqvX0rvx/CXAAAAAAAAIRSWJzQrTVs2DC988472rJli/7+979r/fr12rp1q44cOaKSkhLFxcXpG9/4hs477zxdddVVuv7663XZZZfZXTYAAAAiED1yAQAAAAAA0BzCKtCtddFFF+miiy5SVlaW3aUAAACghaFHLgAAAAAAAJpTWAa6AAAAQKisnDpYKQmeBj9Pj1wAAAAAAAA0JwJdAAAARJwKX7UKy7zW+GBpxRmfTUnwKL19q+YoCwAAAAAAAAgYgS4AAAAiRnlltbKyc5WTVyBvVY3d5QAAAAAAAACN5vhAd//+/dbntm3bqnXr1gGvcfz4cZWUlFjj1NTUkNQGAAAAZ8nKztXqTQfsLgP4f+zdfXTedX0//td1kXIlpYltaZpA27ACHjCblhtvWlAOUKPOA4Kz3Aw44o5yVpk7bAciitscIkehIur4sRvQqRtWbXRwrE4NMAajZ4iKqZrKVqHUljYEaGlakjS9ev3+4NtrvUJvcl35JNdNHo9zcsz7k+v9vl79xz98+v48AQAAABKTLvcAh/KjH/0oFixYkP/5zW9+U9I569atKzjn4YcfTnhSAADKbWgkG929feUeAwAAAAASVdGB7l133RW5XC5yuVycffbZcfrpp5d0zhvf+MZ429velj/r7rvvTnhSAADKrX9guOjXLGfq0tHcmJmgiQAAAABg/Cr2lcsjIyPx4x//OFKpVERE/PEf//G4zrviiivyN3N/8IMfRC6Xy58NAEB1GRrJRv/AcMGzrTuGij6no70l6qcdkdRYAAAAAJC4ig10e3p6YufOnRERkUql4l3vete4ztt//7Zt2+LXv/51/MEf/MG4zgQAYHIN7s5GZ1dPdPf2FX0bd3+ZunR0tLfEimWLEpwOAAAAAJJXsYHu/n25c+bMifnz54/rvPnz50dzc3P09/dHRERvb69AFwCgynR29cTqtVuK3rdq+ZJobarPr5sbM27mAgAAAFAVKjbQ3Re8plKpOOaYYxI585hjjsmfu3Xr1kTOBABgcgyNZKO7t6+kva1N9bFg9vSEJwIAAACAiVexge7g4GD+9/r6+kN8cuz2P2fXrl2JnAkAQPIO1JG7adtgSa9ZztSlo7kxk9RoAAAAADCpKjbQnTVrVv73559/PpEz9z9nxowZiZwJAEBykurI3V9He4vXKwMAAABQtdLlHuBgmpubIyIil8vFxo0bY8eOHeM676WXXopnnnkmUqlUwfkAAFSOfR25SYS5mbp0nPeGY2LFskUJTAYAAAAA5VGxN3Rf//rXR8QrHbrZbDZWr14dl112Wcnnfe9734tsNps/8+STT05kTgAAkjGejtyVVy2O+bMaCp41N2bczAUAAACg6lVsoHvSSSfF/PnzY/PmzZHL5eLGG2+Miy++OOrqih95ZGQkbrrppkilUpHL5WLu3LlxyimnTMDUAACM1eie3PF05J7aNlN4CwAAAEBNqthANyLikksuidtuuy1SqVSsX78+rrzyyrjnnnuKPufKK6+M//3f/42IV27nXnzxxUmPCgDAGCXdk6sjFwAAAIBaVrEduhER119/fRx11FER8UqX7je/+c14+9vfHs8888yY9m/YsCGWLl0a3/rWt/LduQ0NDXHDDTdM2MwAABxaUj25OnIBAAAAmAoq+obunDlz4pZbbomPfOQj+dclP/jgg/Ha1742zjvvvHj3u98db3zjG2Pu3LkxY8aM2LlzZzz33HPx05/+NH7wgx/E6tWrI5vNRi6Xi4hXbud+9rOfjZaWljL/ywAApqZSe3J15AIAAAAwVVV0oBsRcfXVV0dvb2/ceeed+Vu2e/bsifvuuy/uu+++Q+7N5XKRSqXyYfCf//mfx0c+8pHJGBsAYMob3ZEbUVpPro5cAAAAAKayig90IyLuuOOOWLhwYXz84x+PPXv25IPdfTdvD2T/IHfatGlx6623xjXXXDNZIwMATFk6cgEAAAAgORXdobu/a6+9Nh5//PFYtmxZPqjdZ194uy/ojXgl7E2n03HppZfGz372M2EuAMAk0ZELAAAAAMmpihu6+yxatCi+/e1vx+bNm+P++++PRx55JH7729/Giy++GAMDA9HY2BizZ8+O1772tfG2t70t3v72t8cxxxxT7rEBAKaMUjtyI17dk6sjFwAAAACqLNDdZ968eXHllVfGlVdeWe5RAADYT//AcEk3c/XkAgAAAMCBVWWgCwBAZRgayUb/wHB+vXXHUEnn6MkFAAAAgAOr2ED33//93+OTn/xkfn3LLbfEOeecU8aJAADYZ3B3Njq7eqK7t29cXbmZunR0tLfoyQUAAACAg6jYQPdXv/pV/PSnP42IiIaGhliyZEmZJwIAYJ/Orp5YvXZLUXtWLV8SrU31Bc/05AIAAADAoVVsoJtKpfL/2dbWFvX19YfZAQDAZBgayUZ3b1/R+1qb6mPB7OkTMBEAAAAA1K50uQc4mGOPPTb/e2NjYxknAQBgf/0Dw0W/ZjlTl47mxswETQQAAAAAtatiA93jjjsu//vWrVvLOAkAAOPV0d7i1coAAAAAUIKKDXSXLFkSc+fOjVwuF5s3b46nn3663CMBAFCkTF06znvDMbFi2aJyjwIAAAAAValiO3TT6XRcfvnlcfvtt0dExBe/+MX4whe+UOapAAA4lFXLl0RrU31+3dyYcTMXAAAAAMahYgPdiIhPfOITsXLlyti6dWvceeedsXTp0jj//PPLPRYAQM0YGslG/8BwUXu27hg66N9am+pjwezp4x0LAAAAAPh/KjrQnT17dqxevTre9a53xfPPPx8XXXRRfOxjH4uPfvSjMX26/6EQAKBUg7uz0dnVE929fTG8Z2+5xwEAAAAADqKiA901a9ZERMQXvvCFuPbaa6Ovry9uuummuP322+P888+PN7/5zbFw4cJoamqKadOmFXX2GWecMREjAwBUhc6unli9dku5xwAAAAAADqOiA923vvWtkUql8utUKhW5XC4GBgZi5cqVsXLlypLOTaVSsWfPnqTGBACoKkMj2eju7Sv3GAAAAADAGFR0oLtPLpfLB7v7B7y5XK5cIwEAVI3RPbmbtg1OyGuWM3XpaG7MJH4uAAAAAExlFR/o7gtthbcAAMWZ7J7cjvaWqJ92xIR/DwAAAABMJRUd6H7iE58o9wgAAFVrsnpyM3Xp6GhviRXLFk34dwEAAADAVFPRge5NN91U7hEAAKpSqT25K69aHPNnNRS1p7kx42YuAAAAAEyQig50AQAoTf/AcNGvWc7UpePUtpnCWQAAAACoIAJdAIAqNzSSjf6B4YJnW3cMFX2ODlwAAAAAqDwCXQCAKjW4OxudXT3R3dtX9G3c/enABQAAAIDKJdAFAKhSnV09sXrtlqL3rVq+JFo78FckAAAgAElEQVSb6vNrHbgAAAAAULmqNtBdu3ZtrFu3Ll588cV46aWXYu/evXHFFVdEW1tbuUcDAJhwQyPZ6O7tK2lva1N9LJg9PeGJAAAAAICJUFWB7q9+9av4/Oc/H/fee2+89NJLr/r74sWLDxjofu5zn4v/+Z//iYiItra2+Ku/+qsJnxUAIEmje3I3bRss6TXLmbp0NDdmkhwNAAAAAJhAVRHojoyMxHXXXRd33HFHRETkcrlXfSaVSh10/5w5c+KjH/1opFKpSKVS8f73v99NXgCgKiTVk7tPR3uL1ysDAAAAQBVJl3uAwxkcHIxzzjkn7rjjjqKD3H0uv/zymDNnTuRyucjlcvGv//qvEzEqAEDi9vXkjjfMzdSl47w3HBMrli1KaDIAAAAAYDJU/A3dyy+/PNasWZMPblOpVJx33nnxjne8IxYsWBAXXnjhYc+YNm1aXHjhhXH33XdHRMQPf/jDuOGGGyZ0bgCA8Sq1J3flVYtj/qyGgmfNjRk3cwEAAACgClV0oPv9738/7r333nyYe8IJJ0RXV1csWlR4s2Qst3Tf8573xN133x25XC4ee+yxGBwcjIaGhsPuAwCYDKM7ciNK68nN1KXj1LaZwlsAAAAAqBEVHejedNNNEfFKZ25LS0s89NBDMW/evJLOetOb3pT/fc+ePbFu3bo47bTTEpkTAKBUOnIBAAAAgEOp2A7dvr6+ePzxxyOVSkUqlYpPfepTJYe5EREtLS3R3NycXz/55JNJjAkAMC46cgEAAACAQ6nYG7qPPvpo5HK5iHilA/eyyy4b95lz5syJ/v7+iIh4/vnnx30eAMB4lNqRG/HqnlwduQAAAABQmyo20O3re+V/3EylUnHiiSfGUUcdNe4zm5qa8r/v3Llz3OcBAIxVUh25EXpyAQAAAGAqqdhAd/v27fnf9w9ix+Pll1/O/15fX5/ImQAAh5J0R26EnlwAAAAAmEoqNtCdNWtW/vcdO3YkcuaWLVvyv8+ZMyeRMwEADmVfR24SMnXp6Ghv0ZMLAAAAAFNIxQa6c+fOjYiIXC4XTz31VIyMjMS0adNKPm/9+vUFvbkLFiwY94wAAIeSZEduhJ5cAAAAAJiKKjbQfeMb35j/fffu3fHggw/GO9/5zpLP+8Y3vpH//cgjj4zFixePaz4AgMPpHxjWkQsAAAAAjEu63AMcTFtbW7zuda+LVCoVERG33npryWf19fXFl770pUilUpFKpeLMM8/UoQsAJG5oJBu/e/Hl/M/WHUMlnaMjFwAAAADYp2Jv6EZEfOhDH4prr702IiIeeuihuOWWW+L6668v6oydO3fGRRddFC+++GJERKRSqbjmmmsSnxUAmLoGd2ejs6snunv7SrqRu4+OXAAAAABgtIoOdP/sz/4svvjFL8bvfve7yOVyccMNN8Szzz4bN998c8yYMeOw+x944IG45pprYt26dfmbvqeffnqcf/75Ez06ADCFdHb1xOq1W4ras2r5kmhtKnxjiI5cAAAAAGC0ig50jzzyyFi5cmUsXbo0hoeHI5fLxR133BFf/epX44ILLojTTz89IiJyuVykUqn44Q9/GGvXro3169fHgw8+GE8++WT+b7lcLmbNmhUrV64s878KAKglQyPZ6O7tK3pfa1N9LJg9fQImAgAAAABqSUUHuhERS5YsiW984xtx2WWXxfDwcEREDAwMxD333BP33HNP/nO5XC5uu+22gnVE5MPcxsbGWLVqVZxwwgmT+w8AAGpa/8Bw0a9ZztSlo7kxM0ETAQAAAAC1JF3uAcbiwgsvjMceeyxOOumk/I3bfVKpVP4nl8sVBLn7np188snx2GOPxbnnnluufwIAQF5He4tXKwMAAAAAY1IVgW5ExOtf//pYu3ZtfP3rX4/TTjstH97u/7PPvvVJJ50UX/7yl+OXv/xlnHzyyWWcHgDglZu5573hmFixbFG5RwEAAAAAqkTFv3J5f3V1dXHFFVfEFVdcEf39/fHII4/EunXr4oUXXojt27fH9OnTY86cObFw4cI455xzoq2trdwjAwBT2KrlS6K1qT6/bm7MuJkLAAAAABSlqgLd/TU3N8cf/dEflXsMAGAKGRrJRv/AcMGzrTuGDvr51qb6WDB7+kSPBQAAAADUsKoNdAEAJsvg7mx0dvVEd29fDO/ZW+5xAAAAAIApRKALAHAYnV09sXrtlnKPAQAAAABMQRUX6Pb29saPf/zj+OUvfxnPP/987NmzJ44++uhYuHBhnHvuufHWt741jjhC9xwAMDmGRrLR3dtX7jEAAAAAgCmqYgLdX/3qV3HttdfG/ffff9DPfPrTn46FCxfGzTffHJdccskkTgcATBWje3I3bRss6TXLmbp0NDdmkhwNAAAAAJiCKiLQ/eEPfxgXX3xx7Nq1K3K5XP55KpWKiCh49tRTT8Vll10WP/vZz+LWW2+d9FkBgNqUdE9uR3tL1E/zVhEAAAAAYHzS5R5g/fr1sWzZsti5c2fkcrlIpVIFQe6+MHff81QqFblcLm677bb4p3/6p3KODgDUkH09ueMNczN16TjvDcfEimWLEpoMAAAAAJjKyn5D98Mf/nC8/PLLBSFuOp2OU045JY4//viYNm1aPPvss/H444/H4OBgQah73XXXxbJly2L27Nll/lcAANWs1J7clVctjvmzGgqeNTdm3MwFAAAAABJT1kB33bp18cADD+QD2oiIyy+/PD772c/GvHnzCj47ODgYX/rSl+Jv/uZvYs+ePRERsWvXrvja174Wf/mXfznpswMAtaN/YLjom7mZunSc2jZTeAsAAAAATKiyvnJ51apV+d9TqVT8xV/8RfzLv/zLq8LciIiGhoa4/vrro6urK//5iIjvfOc7kzMsAFAThkay8bsXXy742bpjqOhzdOQCAAAAAJOhrDd0H3/88Yh45TXL8+fPj1tvvfWwe84///y45JJL4pvf/GZERDzxxBOxd+/eSKfLXgcMAFSwwd3Z6Ozqie7evnH15Gbq0tHR3qIjFwAAAACYFGV/5XLEK7dtL7300qirG9s4H/jAB/KB7tDQUGzYsCGOP/74CZsTAKh+nV09sXrtlqL3rVq+JFqb6vNrHbkAAAAAwGQqa6C7bdu2/O+nnXbamPedfvrpBevt27cnNhMAUHuGRrLR3dtX0t7WpvpYMHt6whMBAAAAAIxNWQPdl156Kd+Fe/TRR49536xZsyLi/3p0BwYGkh8OAKhKQyPZ6B8YLni2adtgSa9ZztSlo7kxk9RoAAAAAABFK2ugu3fv3nwoe8QRY3914ei+3Gw2m+hcAED1Saojd38d7S1erwwAAAAAlFVZA10AgKSU2pF7IJm6dHS0t8SKZYsSOQ8AAAAAoFQCXQCg6o2nI3flVYtj/qyGgmfNjRk3cwEAAACAiiDQBQCqzuie3PF05J7aNlN4CwAAAABUrIoJdHt6eqKurrRxStl71llnlfRdAED5JN2TqyMXAAAAAKh0FRHo5nK5uO6660raFxFF702lUrFnz56ivw8AKK+kenJ15AIAAAAA1aIiAt1UKpUPZ4vZs0+xewGA6lNqT66OXAAAAACgmlVEoBtRGNBO5F7hLwBUp/6B4aJfs6wjFwAAAACodmUNdNva2sYV5AIAHIqOXAAAAACg2pU10N2wYUM5vx4AqFE6cgEAAACAWlExr1wGACjVquVLorWpPr/WkQsAAAAA1AqBLgBQ9Vqb6mPB7OnlHgMAAAAAIHECXQCg4gyNZKN/YLjg2dYdQ2WaBgAAAACgfAS6AEDFGNydjc6unuju7YvhPXvLPQ4AAAAAQNkJdAGAitHZ1ROr124p9xgAAAAAABUjXe4BAAAiXnnNcndvX7nHAAAAAACoKG7oAgBlMbond9O2wZJes5ypS0dzYybJ0QAAAAAAKoZAFwCYVEn35Ha0t0T9tCMSmAwAAAAAoPIIdAGASZVUT26mLh0d7S2xYtmiBKYCAAAAAKhMAl0AYNKU2pO78qrFMX9WQ8Gz5saMm7kAAAAAQM0T6AIAE2J0R25EaT25mbp0nNo2U3gLAAAAAExJAl0AIFE6cgEAAAAAkiPQBQASpSMXAAAAACA5Al0AIDGlduRGvLonV0cuAAAAAIBAFwAYh9E9uaV05EboyQUAAAAAOBiBLgBQND25AAAAAACTQ6ALABRNTy4AAAAAwOQQ6AIARSm1J3d0R26EnlwAAAAAgMMR6AIARekfGC76Ncs6cgEAAAAASpMu9wAAQO3TkQsAAAAAUBo3dAGACaMjFwAAAABgfAS6U8zQ0FCsWbMmfvOb38S2bdviyCOPjPnz58db3vKWOP7448s9HgBVbtXyJdHaVJ9f68gFAAAAABgfgW6Zbd68OX7yk5/EY489Fj/5yU/ipz/9aQwMDOT/ftxxx8WGDRvG/T39/f1x4403xle/+tXYtWvXAT9z+umnx1//9V/HBRdcMO7vA2Bqam2qjwWzp5d7DAAAAACAmiHQLYNHH300brvttnjsscfi2WefnfDve+ihh+Kiiy6K559//pCf+9nPfhYXXnhhvP/974+77rorjjzyyAmfDYDyGhrJRv/AcFF7tu4YmqBpAAAAAAAYTaBbBo8//nj827/926R813/913/Fu9/97hgcHCx4PnPmzFi4cGFs27Ytfve730U2m83/7etf/3rs3Lkzurq6IpVKTcqcAEyuwd3Z6Ozqie7evhjes7fc4wAAAAAAcBDpcg9AoRkzZiR21rZt2+KSSy4pCHOPO+64uPfee+PFF1+Mn//85/H000/Hhg0b4k//9E8L9n73u9+N22+/PbFZAKgsnV09sXrtFmEuAAAAAECFE+iWUWNjY5x99tnR2dkZq1atig0bNsT3vve9xM5fsWJFwSudFy5cGGvWrIkLLrig4Obt/Pnz4x/+4R/i5ptvLtj/qU99KrZt25bYPABUhqGRbHT39pV7DAAAAAAAxsArl8vg/PPPj3e84x1x8sknRzpdmKk//fTTiXxHf39//N3f/V3Bs7vuuiuOPfbYg+75+Mc/Hj/60Y/i4YcfjoiIl156KT73uc+9KugFoLr1DwxPyM3cTF06mhsziZ8LAAAAADCVuaFbBieccEK0t7e/KsxN0je/+c3YuXNnfn3WWWfF0qVLD7knlUrFJz/5yYJnX/nKVyKXy03IjADUlo72lqifdkS5xwAAAAAAqCkC3Rp13333Faw/+MEPjmnfOeecEwsXLsyvt27dGv/93/+d6GwA1JZMXTrOe8MxsWLZonKPAgAAAABQc7xyuQbt3Lkz/9rkfd7xjneMaW8qlYq3v/3tcdddd+WfrV69OpYsWZLojABUplXLl0RrU31Re5obM27mAgAAAABMEIFuDfr1r38dIyMj+fXChQujtbV1zPvPPPPMgkD3F7/4RaLzAZCsoZFs9A8Mj/nzW3cMHfRvrU31sWD29CTGAgAAAAAgAQLdGrRu3bqCdXt7e1H7R39+9HkAVIbB3dno7OqJ7t6+GN6zt9zjAAAAAAAwAXTo1qAnn3yyYL1gwYKi9o/+/DPPPBNDQwe/zQVAeXR29cTqtVuEuQAAAAAANcwN3Rr03HPPFaznz59f1P6Wlpaoq6uLPXv2RETE3r1744UXXoh58+YlMlt/f39Re9avXz/u7wWoNUMj2eju7Sv3GAAAAAAATDCBbg3auXNnwfqoo44qan8qlYqGhoYYGBg46JmluvPOO+PGG29M5CyAqax/YDjxm7mZunQ0N2YSPRMAAAAAgPHxyuUaNDp8ra+vL/qMhoaGQ54JQO3paG+J+mlHlHsMAAAAAAD244ZuDRrdd3vkkUcWfUYmU3hDa3BwcFwzAVC5MnXp6GhviRXLFpV7FAAAAAAARhHo1qDRN3J3795d9BnDw8OHPLNUV199dVx00UVF7Vm/fn1ceOGFiXw/wFSwavmSaG0a+39vNzdm3MwFAAAAAKhQAt0aNGPGjIL16Bu7YzH6Ru7oM0s1d+7cmDt3biJnAXBgrU31sWD29HKPAQAAAABAAgS6NWh0+Lpr166i9udyuQkLdAEozdBINvoH/u/tCVt3FP9/1gEAAAAAoPoIdGvQ6BuwmzZtKmp/X19f7NmzJ79Op9MxZ86cRGYDoDiDu7PR2dUT3b19Mbxnb7nHAQAAAABgkgl0a9BJJ51UsN64cWNR+0d//rjjjkusQxeA4nR29cTqtVvKPQYAAAAAAGWSLvcAJO/kk08uWPf29ha1f926dYc8D4DJMTSSje7evnKPAQAAAABAGbmhW4N+//d/P6ZNmxYjIyMREbFhw4bYsmVLHHPMMWPa/+ijjxasTznllMRnBKDQ6I7ciIhN2waLfs1ypi4dzY2ZJEcDAAAAAKCMBLo1qLGxMc4666x44IEH8s+6u7vj/e9//2H35nK5uP/++wuenX/++YnPCMArku7I7WhvifppRyQwGQAAAAAAlcArl2vUe97znoL1l7/85THt+4//+I94+umn8+uWlpZ4y1vekuhsAPyffR254w1zM3XpOO8Nx8SKZYsSmgwAAAAAgErghm6NuvTSS+OGG26IXbt2RUTEww8/HA8++GCce+65B92Ty+XixhtvLHj2J3/yJ5FOy/0BJsJ4OnJXXrU45s9qyK+bGzNu5gIAAAAA1CBJXY2aO3dufOQjHyl49qEPfSieffbZg+75zGc+Ew8//HB+/ZrXvCY6OzsnbEaAqWRoJBu/e/Hlgp8nNm4v6WZupi4dp7bNjAWzp+d/hLkAAAAAALXJDd0yefTRR2NwcPBVz3t6egrWQ0NDr+q03efYY4+N9vb2g37HRz/60fja174WW7dujYiIp59+Os4444z40pe+FOeff36kUqmIiNi0aVN8+tOfjn/8x38s2P+JT3wiZs+eXdS/C4BCSXfkRujJBQAAAACYSgS6ZXL55ZfHM888c9jP9fX1RUdHxwH/duWVV8ZXv/rVg+6dPXt2fOtb34p3vvOdMTQ0FBERzzzzTFxwwQUxc+bMWLhwYWzfvj02btwY2Wy2YO8FF1wQ11133dj/QQAc0L6O3CRk6tLR0d6iJxcAAAAAYAoR6Na4s846K77//e/HRRddFC+++GL++fbt2+OJJ5444J7LLrssvvKVr+Rv8AJQmiQ7ciP05AIAAAAATEU6dKeAc889N3p7e+PDH/5wTJ8+/aCfO/XUU+M73/lO3HPPPZHJZCZxQoDa1D8wnFhHrp5cAAAAAICpyQ3dMtmwYcOkfl9LS0vceeedcdttt8WaNWti3bp1sX379jjyyCNj3rx58Za3vCVOPPHESZ0JoNYMjWSjf2A4v966Y6ikc3TkAgAAAACwj0B3imloaIilS5fG0qVLyz0KQM0Y3J2Nzq6e6O7tK+lG7j46cgEAAAAAGE2gCwDj1NnVE6vXbilqz6rlS6K1qb7gmY5cAAAAAABGE+gCwDgMjWSju7ev6H2tTfWxYPbBe80BAAAAACAiIl3uAQCgmvUPDBf9muVMXTqaGzMTNBEAAAAAALVEoAsAk6yjvcWrlQEAAAAAGBOvXAaASZKpS0dHe0usWLao3KMAAAAAAFAlBLoAMEFWLV8SrU31+XVzY8bNXAAAAAAAiiLQBYAxGhrJRv/AcMGzrTuGDvr51qb6WDB7+kSPBQAAAABADRPoAsBhDO7ORmdXT3T39sXwnr3lHgcAAAAAgClEoAsAh9HZ1ROr124p9xgAAAAAAExB6XIPAACVbGgkG929feUeAwAAAACAKcoNXQDYz+ie3E3bBkt6zXKmLh3NjZkkRwMAAAAAYAoS6AJAJN+T29HeEvXTjkhgMgAAAAAApjKBLgBEcj25mbp0dLS3xIplixKYCgAAAACAqU6gC8CUV2pP7sqrFsf8WQ0Fz5obM27mAgAAAACQGIEuAFNe/8Bw0a9ZztSl49S2mcJbAAAAAAAmlEAXgCllaCQb/QPDBc+27hgq+hwduQAAAAAATAaBLgBTwuDubHR29UR3b1/Rt3H3pyMXAAAAAIDJJNAFYEro7OqJ1Wu3FL1v1fIl0dpUn1/ryAUAAAAAYDIJdAGoeUMj2eju7Stpb2tTfSyYPT3hiQAAAAAAYGwEugDUlAN15G7aNljSa5YzdelobswkNRoAAAAAABRNoAtATUiqI3d/He0tXq8MAAAAAEBZCXQBqAmlduQeSKYuHR3tLbFi2aJEzgMAAAAAgFIJdAGoeuPpyF151eKYP6uh4FlzY8bNXAAAAAAAKoJAF4Cq1z8wXHJH7qltM4W3AAAAAABUrHS5BwCActGRCwAAAABApXNDF4ApR0cuAAAAAADVQqALQE1btXxJtDbVFzzTkQsAAAAAQLUQ6AJQdYZGstE/MJxfb90xdNDPtjbVx4LZ0ydjLAAAAAAASJxAF4CqMbg7G51dPdHd2xfDe/aWexwAAAAAAJhwAl0AqkZnV0+sXrul3GMAAAAAAMCkSZd7AAAYi6GRbHT39pV7DAAAAAAAmFQCXQCqQv/AcNGvWc7UpaO5MTNBEwEAAAAAwMTzymUAymJoJBv9A8Nj/vzWHUNFf0dHe0vUTzui6H0AAAAAAFApBLoATKrB3dno7OqJ7t6+om/cjlWmLh0d7S2xYtmiCTkfAAAAAAAmi0AXgEnV2dUTq9duSfTMVcuXRGtTfX7d3JhxMxcAAAAAgJog0AVg0gyNZKO7ty/xc1ub6mPB7OmJnwsAAAAAAOUm0AVgQhyoI3fTtsHEX7OcqUtHc2Mm0TMBAAAAAKBSCHQBSNRkdOTur6O9xeuVAQAAAACoWQJdABI1ER25B5KpS0dHe0usWLZowr8LAAAAAADKRaALQGLG05G78qrFMX9Ww5g/39yYcTMXAAAAAICaJ9AFoCRJduRm6tJxattMAS0AAAAAAIwi0AWgKBPRkasHFwAAAAAADkygC0BRkuzI1YMLAAAAAACHJtAFYMyS7sjVgwsAAAAAAIcm0AXgoEb35OrIBQAAAACAySXQBeBVku7J1ZELAAAAAAClEegC8CpJ9eTqyAUAAAAAgPER6AJQoNSeXB25AAAAAACQPIEuAAX6B4aLfs2yjlwAAAAAAJgYAl2AKWxoJBv9A8MFz7buGCr6HB25AAAAAAAwMQS6AFPQ4O5sdHb1RHdvX9G3cfenIxcAAAAAACaWQBdgCurs6onVa7cUvW/V8iXR2lSfX+vIBQAAAACAiSXQBZhihkay0d3bV9Le1qb6WDB7esITAQAAAAAAByPQBahxo3tyN20bLOk1y5m6dDQ3ZpIcDQAAAAAAOAyBLkCNSqond5+O9havVwYAAAAAgEkm0AWoUaX25I6WqUtHR3tLrFi2KIGpAAAAAACAYgh0AWpQqT25K69aHPNnNRQ8a27MuJkLAAAAAABlItAFqHKjO3IjSuvJzdSl49S2mcJbAAAAAACoIAJdgCqlIxcAAAAAAGqfQBegSunIBQAAAACA2ifQBahCpXbkRry6J1dHLgAAAAAAVC6BLkCFS6ojN0JPLgAAAAAAVBuBLkCFSrojN0JPLgAAAAAAVBuBLkCFSqojN0JPLgAAAAAAVCuBLkAFSrIjN0JPLgAAAAAAVCuBLkAF6h8Y1pELAAAAAAAIdAEqwdBINvoHhvPrrTuGSjpHRy4AAAAAANQWgS5AGQ3uzkZnV0909/aVdCN3Hx25AAAAAABQmwS6AGXU2dUTq9duKWrPquVLorWpvuCZjlwAAAAAAKhNAl2AMhkayUZ3b1/R+1qb6mPB7OkTMBEAAAAAAFBpBLoAk2B0R25ExKZtg0W/ZjlTl47mxkySowEAAAAAABVMoAswgZLqyN2no73Fq5UBAAAAAGAKEegCTKBSOnIPJFOXjo72llixbFECUwEAAAAAANVCoAswQUrtyI2IWHnV4pg/qyG/bm7MuJkLAAAAAABTkEAXYIwO1IN7KKV05Ea8chv31LaZAlwAAAAAAECgC3A4SffgHo6eXAAAAAAAYB+BLsBhJNWDezh6cgEAAAAAgNEEugCHMJ4e3EMZ3ZEboScXAAAAAAB4NYEuwP9zoI7cUntwD0VHLgAAAAAAMFYCXWDK05ELAAAAAABUKoEuMOXpyAUAAAAAACqVQBeY0sbTkXugHtxD0ZELAAAAAAAUS6ALTGn9A8MlvWZZDy4AAAAAADAZ0uUeAKAa6cEFAAAAAAAmgxu6AEXQgwsAAAAAAEwmgS7AQaxaviRam+oLnunBBQAAAAAAJpNAF+AgWpvqY8Hs6eUeAwAAAAAAmMIEusCUMjSSjf6B4fx6646hMk4DAAAAAABwaAJdYEoY3J2Nzq6e6O7ti+E9e8s9DgAAAAAAwJgIdIEpobOrJ1av3VLuMQAAAAAAAIqSLvcAABNtaCQb3b195R4DAAAAAACgaG7oAjVldEduRMSmbYNFv2Y5U5eO5sZMkqMBAAAAAAAUTaAL1ISkO3I72luiftoRCUwGAAAAAABQOoEuUBOS6sjN1KWjo70lVixblMBUAAAAAAAA4yPQBareeDpyV161OObPasivmxszbuYCAAAAAAAVQ6ALVJ3RPbmldORGvHIb99S2mQJcAAAAAACgYgl0gaqhJxcAAAAAAJhqBLpA1dCTCwAAAAAATDUCXaAqlNqTO7ojN0JPLgAAAAAAUD0EukBV6B8YLvo1yzpyAQAAAACAaifQBSrO0Eg2+geGC55t3TFU9Dk6cgEAAAAAgGon0AUqxuDubHR29UR3b1/Rt3H3pyMXAAAAAACoFQJdoGJ0dvXE6rVbit63avmSaG2qz6915AIAAAAAALVCoAtUhKGRbHT39pW0t7WpPhbMnp7wRAAAAAAAAOUn0AXKYnRP7qZtgyW9ZjlTl47mxkySowEAAAAAAFQMgS4wqZLqyd2no73F65UBAAAAAICaJdAFJlWpPbmjZerS0dHeEiuWLUpgKgAAAAAAgMok0AUmTak9uSuvWhzzZzUUPGtuzLiZCwAAAAAA1CnZ1goAACAASURBVDyBLlCS0R24Y1FKT26mLh2nts0U3gIAAAAAAFOSQBcoStIduIejIxcAAAAAAJjKBLpAUZLqwD0cHbkAAAAAAAACXaAIpXbgjsXonlwduQAAAAAAAAJd4BBG9+SW0oE7FnpyAQAAAAAADkygC7yKnlwAAAAAAIDKINAFXkVPLgAAAAAAQGUQ6AIFSu3JHd2BOxZ6cgEAAAAAAA5NoAsU6B8YLvo1yzpwAQAAAAAAJka63AMA1U8HLgAAAAAAwMRwQxcomQ5cAAAAAACAiSXQBcZs1fIl0dpUn1/rwAUAAAAAAJhYAl1gzFqb6mPB7OnlHgMAAAAAAGDKEOhCjRsayUb/wPCYP791x9AETgMAAAAAAEAxBLpQowZ3Z6Ozqye6e/tieM/eco8DAAAAAABACQS6UKM6u3pi9dot5R4DAAAAAACAcUiXewAgeUMj2eju7Sv3GAAAAAAAAIyTG7pQ5Q7Ukbtp22Dir1nO1KWjuTGT6JkAAAAAAAAcmkAXqtRkd+R2tLdE/bQjJvx7AAAAAAAA+D8C3Snqt7/9bfzkJz+JTZs2xe7du2PWrFlx8sknxxlnnBH19fXlHo8xmKyO3ExdOjraW2LFskUT/l0AAAAAAAAUEuhOMffee2/cdNNN8fOf//yAf58xY0Z84AMfiE9+8pMxZ86cSZ6OsRpPR+7KqxbH/FkNY/58c2PGzVwAAAAAAIAyEehOEcPDw/HBD34w7rnnnkN+bufOnXHHHXfEt771rejq6oqzzjprkiZkf3uye2PLS0MH/XupHbmZunSc2jZTQAsAAAAAAFAlBLpTwN69e+OSSy6J++67r+D5EUccEW1tbfGa17wmnn766XjppZfyf+vv748//MM/jPvvvz+WLFky2SNPeVteGoq33fofiZ+rBxcAAAAAAKC6pMs9ABNvxYoVrwpzly9fHhs3boynnnoqnnjiiXjxxRfju9/9brS1teU/8/LLL8fFF19cEPRSnTJ16TjvDcfowQUAAAAAAKgybujWuBdeeCFuvvnmgmef+cxn4mMf+1jBs3Q6He9973vjzW9+c7z1rW+NDRs2RETEpk2b4vOf/3zceOONkzUy43Sgjlw9uAAAAAAAANXJDd0ad+utt8bAwEB+fdZZZ8X1119/0M/Pmzcv7r777oJnt99+e7zwwgsTNiPJ2deRu2D29IIfYS4AAAAAAEB1EujWsL1798Y///M/Fzz727/920ilUofct3Tp0njb296WXw8MDMS3v/3tCZmRZOnIBQAAAAAAqC0C3Rq2Zs2a6O/vz6+PP/74OPvss8e094Mf/GDB+t57701yNBKmIxcAAAAAAKA26dCtYd///vcL1h0dHYe9nbv/Z/f30EMPxa5du+Koo45KbD4O7pjX1McjHz1nzJ/XkQsAAAAAAFCbBLo17Be/+EXB+owzzhjz3mOPPTZ+7/d+LzZs2BAREbt3747e3t5405velOSIHETdEelYMHt6uccAAAAAAACgzAS6NWzdunUF6/b29qL2t7e35wPdfecJdCdJdk/Ejs3lngIAAACoZjueLfcEAAAkQKBbowYHB2Pjxo0FzxYsWFDUGaM//+STT457LsZox+aIL76h3FMAAAAAAABQZgLdGvX8889HLpfLr6dNmxZz584t6ox58+YVrJ977rlxz/Xcc89Ff39/UXvWr18/7u8FAAAAAACAaiTQrVE7d+4sWE+fPj1SqVRRZxx11FGHPLMUd955Z9x4443jPgcAAAAAAACmgnS5B2BijA5f6+vriz6joaHhkGcCAAAAUIXq6iNmtJR7CgAAxkigW6OGhoYK1kceeWTRZ2QymYL14ODguGYCAAAAoAKc9O6IacX/n/8BACgPr1yuUaNv5O7evbvoM4aHhw95ZimuvvrquOiii4ras379+rjwwgvH/d0AAAAAU1pd/Sth7gX/X7knAQCgCALdGjVjxoyC9egbu2Mx+kbu6DNLMXfu3Jg7d+64z6l5TfMirllb7ikAAACAWjKjxc1cAIAqJNCtUaPD15dffjlyuVykUqkxn7Fr165DnskEOqIuYtZx5Z4CAAAAAACAMtOhW6PmzJlTEN6OjIzEc889V9QZmzdvLli7WQsAAAAAAACTS6BboxoaGqKtra3g2caNG4s6Y/TnTz755HHPBQAAAAAAAIydQLeGjQ5ge3t7i9q/bt26Q54HAAAAAAAATCyBbg075ZRTCtZr1qwZ894tW7bEhg0b8utp06ZFe3t7UqMBAAAAAAAAYyDQrWHnnXdewfr++++PXC43pr0//vGPC9bnnHNOzJgxI7HZAAAAAAAAgMMT6NawM844I+bMmZNfP/XUU/HQQw+Nae+Xv/zlgvUFF1yQ5GgAAAAAAADAGAh0a1g6nY4PfOADBc9uvPHGw97SfeCBB+KRRx7JrxsbG+Piiy+eiBEBAAAAAACAQxDo1rjrr7++4FXJ//mf/xm33HLLQT+/efPm+NCHPlTw7Jprrim46QsAAAAAAABMDoFujZszZ07ccMMNBc8+/vGPx9VXXx3PPvts/tnevXvj3nvvjTPOOCM2bNiQf37sscfGtddeO1njAgAAAAAAAPsR6E4B119/fZx33nkFz/7+7/8+2tra4oQTTojTTjstjj766Hjve98bGzduzH+moaEhvv3tb8fMmTMne2QAAAAAAAAgBLpTQjqdjlWrVsWll15a8DybzcZTTz0VTzzxRGzfvr3gb0cffXT84Ac/iDPPPHMyRwUAAAAAAAD2I9CdIurr62PlypXR1dUVp5xyykE/d9RRR8XVV18dvb29cfbZZ0/egAAAAAAAAMCr1JV7ACbX+973vnjf+94X69evj8ceeyw2b94cu3fvjpkzZ8brXve6OPPMM6O+vr7cYwIAAAAAAAAh0J2yTjzxxDjxxBPLPQYAAAAAAABwCF65DAAAAAAAAFChBLoAAAAAAAAAFUqgCwAAAAAAAFChBLoAAAAAAAAAFUqgCwAAAAAAAFChBLoAAAAAAAAAFUqgCwAAAAAAAFChBLoAAAAAAAAAFUqgCwAAAAAAAFChBLoAAAAAAAAAFUqgCwAAAAAAAFChBLoAAAAAAAAAFUqg+/+zd+dxUVX//8BfgCCIbCqCiqC5466Ie7jhhltmCqailkumaZlmfiqz+lQuaWmpZSku5ZK5lOYu7ru56wdETUBRQFDZZD2/P/w5X87MwNwZZoZBXs/HYx4Pz51z7jkz3juce9/nnkNEREREREREREREREREZKEY0CUiIiIiIiIiIiIiIiIislAM6BIRERERERERERERERERWSgGdImIiIiIiIiIiIiIiIiILBQDukREREREREREREREREREFooBXSIiIiIiIiIiIiIiIiIiC1WmuBtApEtmZqaUjoqKKqaWEBEREREREREREVFB1O/dqt/bJSIiwzCgSxYvJiZGSg8YMKCYWkJERERERERERERESsXExKBFixbF3QwiohKPUy4TEREREREREREREREREVkoBnSJiIiIiIiIiIiIiIiIiCyUlRBCFHcjiArz6NEjHDp0SJWuXr06ypYtW4wtMp+oqChpiumtW7eidu3axdgiItPjcU+lEY97Ko143FNpxOOeSiMe91Ta8Jin0kj9uF+0aBG8vb0BAAEBAXB1dS2uphERvTC4hi5ZPFdXV/Tv37+4m2ERateujYYNGxZ3M4jMisc9lUY87qk04nFPpRGPeyqNeNxTacNjnkqjLl268LgnIjIyTrlMRERERERERERERERERGShGNAlIiIiIiIiIiIiIiIiIrJQDOgSEREREREREREREREREVkoBnSJiIiIiIiIiIiIiIiIiCwUA7pERERERERERERERERERBaKAV0iIiIiIiIiIiIiIiIiIgvFgC4RERERERERERERERERkYViQJeIiIiIiIiIiIiIiIiIyEIxoEtEREREREREREREREREZKEY0CUiIiIiIiIiIiIiIiIislAM6BIRERERERERERERERERWagyxd0AIiqYu7s7Zs2aJaWJXnQ87qk04nFPpRGPeyqNeNxTacTjnkobHvNUGvG4JyIyPSshhCjuRhARERERERERERERERERkSZOuUxEREREREREREREREREZKEY0CUiIiIiIiIiIiIiIiIislAM6BIRERERERERERERERERWSgGdImIiIiIiIiIiIiIiIiILBQDukREREREREREREREREREFooBXSIiIiIiIiIiIiIiIiIiC8WALhERERERERERERERERGRhWJAl4iIiIiIiIiIiIiIiIjIQjGgS0RERERERERERERERERkoRjQJSIiIiIiIiIiIiIiIiKyUAzoEhERERERERERERERERFZKAZ0iYiIiIiIiIiIiIiIiIgsFAO6REREREREREREREREREQWigFdIiIiIiIiIiIiIiIiIiILVaa4G0Ck1M2bN3H69GnExsYiKysLbm5uqF+/Ptq1awd7e3uj1XPlyhVcvHgRCQkJSEtLg6urq6oeBwcHo9VDZAymPi/i4uIQGRmJ6OhoJCYmIj09HXZ2dnBxcUGNGjXg5+eHChUqGOGTEBVOCIF///0Xly9fRmxsLB49eoSyZcvCzc0NderUQatWrYz6twB4dn6dO3cO8fHxePz4Mezt7eHm5oYGDRqgefPmRq+PiEqm4OBgbNiwQZWOi4uDp6dnMbaI1LF/T6UV+/JUXMx1/yYmJgZnz55FXFwcHj16BFtbW7i6uqJOnTpo2bIlnJycjFYXERERUXFjQJcs3tatW/H555/jn3/+0fp++fLlMXLkSMyaNQuVKlUyqI7U1FR89913WLJkCe7du6c1j4ODA4KDg/Hpp5/C29vboHr00alTJxw6dKjQPHZ2dqqAhoeHB2rVqgVfX1+0a9eON6hecKY6L+7cuYNff/0VR44cwdmzZ5GYmKizjL+/P8aOHYvQ0FCUKWPaPyuffvopZs+erUqHhoYiLCzMpHVS8UlOTsbWrVuxa9cuHDhwoNDj0dbWFkFBQZgyZQoCAgIMrvPRo0dYvHgxli9fjpiYmALz2dnZ4ZVXXsG7776L1q1bG1yfEiNHjsSqVatU6VmzZuHTTz81aZ1kXuYcsPDo0SNcvnwZkZGRSE5ORnZ2Ntzc3ODp6YnWrVujSpUqRqmHqCB3797F6dOncerUKZw+fRpnz55FSkqK6n0fHx/8+++/Ra6nJPXvZ8yYga+++sqgfR48eBCdO3fW+p4QwqB9kmmZ8hyw9L58YXJzc+Ht7S2dr1ZWVrh16xZq1KhRbO0i/Zjj/s3Tp0/x448/YtmyZfjf//5XYD5ra2v07NkTkydPRvfu3Q2qSyn169Tn2rRpgxMnThi0z9TUVHh6eiItLU3jvfDwcHTq1Mmg/RIREVEJJogs1NOnT8Xrr78uACh6ubu7i0OHDuldz+nTp0XVqlUV1+Po6Cg2bNhggk8sCwgIUNwmba9y5cqJwYMHG/SdkOUy9XmxfPlyg4+5Zs2aicuXL5vw0wsxa9Ysqc7Q0FCT1kfFZ8KECcLOzs6gY3HEiBHi8ePHete5b98+vf4eABDW1tZiypQpIicnxwTfwjOhoaFSnbNmzTJZXWQ+SUlJYsWKFWLw4MGiUqVKhR5ntra2YsCAAeLgwYN615Obmyv2798vpkyZIho1aqTzmPb19RU//PCDSEtLM8Gn1uTj41Ok/g4AMXnyZLO0tSBDhgyR2hMXF1es7bFER48eFa+88oqi31gfH58i11fS+vfVq1cXubm5Bu1z5MiRBX4ushzmOgcsvS9fmJ07d2pt1+zZs4utTaScue7fnD9/XtSvX1/v4zskJMSkfRv169T8r8jISIP2GRYWVuA+w8PDjfsBiIiIqETgGrpkkfLy8jBkyBD8+uuv0nYbGxvUrFkTzZo1g4uLi/ReQkICevXqpdfox/DwcLz88ssao/bLli0LX19ftGzZEh4eHtJ7aWlpCAkJwbp16/T8VOaVnp6OjRs3IiAgAF26dCl05CqVDOY6L7SpUqUKGjdujDZt2qBRo0YoX768Rp4LFy4gICAAFy5cKFJdRABw6tQpZGVlaWy3sbGBl5cXWrZsiSZNmmgc8wCwevVqBAYGIjU1VXF9+/fvR1BQkMbfAysrK9SuXRv+/v5o3LixxswHeXl5+PbbbzFy5EjFdRG9/fbb8PT0xOjRo7Fx40adT1BlZ2dj69at6NSpE0JDQ/HkyRNF9ezevRteXl7o2rUrvv32W1y5ckVnmWvXruHtt99Gs2bNcObMGUX1EOly5swZbNmypcAnZY2pJPbvY2JiEB4erne5tLQ0bNq0yQQtImMz5zmgTUnoy+efjSS/1atX82lzC2eu69TLly8XeG/Dx8cH/v7+aNq0KZydnTXeX7duHfr27av1+sLUVq9ebVC5gs4JIiIiKr0Y0CWLNG/ePGzbtk3aNn78eERHR+PWrVs4f/48kpKSsHnzZml6tPT0dAwePBiPHz/WWUdsbCyGDBmCp0+fqrZVqFABy5YtQ2JiIq5evYqzZ8/i/v37OHPmDLp27arKl5eXhzfeeAPXrl0zwqdVZtq0adi7d6/02rlzJ9atW4elS5fio48+Qrdu3bRevISHh6Nly5bS+m5U8pjjvACeXXh37twZX3zxBQ4fPozHjx/j3r17uHTpEk6cOIHLly/j8ePHOH36NIYNGyaVTUpKwpAhQ5CZmVn0D0z0/7m6umLChAnYsWMHkpOTVWtlXbx4EQ8fPkR4eDg6duwolTl9+rTiIGtKSgqGDx8uHbf29vb48ssvkZCQgBs3buDUqVO4dOkSnjx5gm3btqFu3brSPtauXatxE4uoIOYasHDjxg3ExcVpfa9ChQrw9fVFq1attE41e+PGDQQEBODw4cMKPhGR4bQFlgxV0vr31tb/dzluyA3/zZs3S78F+fdHJYcxzwGgZPblHz9+jK1bt2p97+bNmzh69KhZ20P6Mcd1am5uLoYPH47k5GTVNhsbG7z//vuIjY3Fv//+i1OnTuHChQtITk7GgQMH4O/vL+3jwIEDmDdvXhE/rTL5f4/Xrl2r96CEO3fu4ODBg1r3R0RERKVYcT8iTKQuMTFRODk5SdPJfPXVVwXmj42NFTVq1JDyf/LJJzrrGTFihFSmcuXK4vr16wXmz83N1Zj2MigoyKDPqIT6lGwrV65UVC47O1usW7dO+Pv7a0zLY21tLdatW2eyNpPpmOu8iImJEYmJiXq1TdtUUEuWLNFrH0pxyuXSo2XLlqJGjRri559/Funp6Trz5+TkiLFjx2ociwcOHNBZdv78+VIZOzs7cfjw4ULLPHnyRDRr1kwqV7duXcWfTx+ccvnF07JlS9X/p6urq5gwYYLYsWOHePLkiZQvJydHhIeHi44dO2oc26+++qrOehYvXqzKb2VlJQIDA8Uvv/wibt68qZH3zp07YurUqcLGxkaqx9nZWdy9e9don12d+pTL8+fPF3v37tXrFRERYbL2KcEpl3VbuHChACCcnJxEp06dxLRp08Tvv/8u/v33XxEeHm606WZLWv++a9euqn+XL19epKam6rW//OX9/PyEi4uLtH+yHOY6Byy9L1+QZcuWSfV36NBBSo8ePdqs7SHlzHWdumnTJo3jdP369YWWycrKEj169JDKODk5iadPn+r9OXVRv07N//sMQO9lMz7//HPp2kS9L8gpl4mIiEonXuWRxZk+fbrUUX355ZdFXl5eoWX27dun0Ukv7EI2OjpalClTRiqzZcsWnW3LyMgQdevWlcodPXpU78+ohKEB3fzmzp2r8TkdHByKdW0kMow5zouiCA4Olurq0qWLSephQLf02L59u8jMzNSrTE5OjvDz85OOkaFDh+osp36DZMKECYrqO3HihMaNJVMElhjQffGYa8DC4sWLhZ2dnZg0aZK4ffu2orbt27dPlC1bVqpnxIgRisoaQj2gWxJvUDKgq1tUVJS4evWq1nVijRXMKon9+1WrVmmklYqOjhbW1taqsosWLWJA14KZ4xwoCnP15QvStm1bqf7//e9/wsPDQ7qOMdfa7qQfc12nDh8+XCrTu3dvRe3T9rdh9+7dij+fUurXqfPmzROVK1dWpUeNGqXX/urUqaMqO3DgQNG/f/8S318iIiKiouOcHWRR8vLysHLlSmnbp59+Cisrq0LLde3aVZpuMyUlBRs3biww/44dO5CTk6NKN2zYEAMGDNDZPnt7e7z//vvStp9++klnueIybdo0jWmWMzIy8NZbbxVTi8gQ5jovikJ9urbr16+bpB4qPYKCgmBnZ6dXGRsbG0yfPl3atnv3bp3lIiIipPTAgQMV1demTRtUrVpV2hYVFaWoLJVus2fPRkREBN544w2NdZm1sbGxwZIlS+Dn5ydt//nnnwst165dO0RGRmLRokWoUaOGorZ17doVc+fOlbZt2LBBrzWpidTVqlULvr6+Jp0ysiT275s0aYJmzZqp0vpMu7xmzRrk5eUBAGxtbRESEmL09pHxmOMcKIri7MtHRkZK66i2adMG9erVQ3BwsGpbSkoKNm/ebLY2kTLmvE41tL9evXp1jamXzdFfL1OmDIYOHapKb9q0CRkZGYrKHj9+HDdu3FClQ0NDjd4+IiIiKpnKFHcDiPI7fvw4EhISVOmXXnoJnTp1UlT2jTfewJEjR1TprVu3Fhi4PHTokJTu27ev4jaq5/3rr7+Qk5ODMmUs83QaOHAg3n33XSxcuFC17ejRo9izZw+6d++u9/7i4+Nx8uRJ3L9/Hw8fPkT58uVRuXJl+Pv7o2bNmkZrd0REBC5duoTExEQkJSXB3t4e7u7uaNCgAZo2bap3oKckM9d5URS1atWS0omJiUavwxiys7MRERGBa9eu4f79+0hJSYGjoyMqVKiA+vXro0WLFiY5l6Ojo3H8+HFER0dDCAF3d3c0a9YMzZs313nDg/Sjvpbuw4cPkZ6ejnLlyhVYJikpSUpXr15dcX3e3t64d++eKv3o0SPFZc3l6dOnuHbtGq5fv46EhASkpaXByckJFStWROPGjdGoUSOT3GCOiIjAqVOncO/ePdjY2Kj+VjRo0MDodZU0QUFBepd5PmBh8ODBqm26Biy0aNFC73oA4K233sInn3yiWtMuMzMTBw8eRJ8+fQzaH5E5lNT+fWhoKC5cuAAACA8PR2xsLLy8vHSWW7VqlerfQUFBqFSpUpHbEhsbi6tXr+L27duq879ChQqoVq0a2rZtCzc3tyLXoS4zMxPHjh1DbGws4uLiYGNjg1atWiEgIMDodVHBirMvn/9YBv4vuDxs2DB89913Uj71wHNRPX36FMeOHcP169fx+PFjVKhQAT4+PujUqVOhfUdD3L17F+fOncO9e/fw8OFDuLq64pVXXtEYHFiSmPM6taj99ePHj6vS5uqvh4aG4ttvvwXwLGi9ZcsWKchbkPznhLu7O3r16oUVK1YUqS2PHj3ClStXEBERgeTkZGRlZcHV1RWVK1dGq1at4OPjU6T9ExERkXlYZgSKSq0dO3ZI6cDAQMXBjsDAQCl98OBBpKWlwdHRUSNvdHS0lG7atKniNnp6eqJy5cqIj48HACQnJ+PIkSPo3Lmz4n2Y2+zZs/HLL7/gyZMnqm3Lli1THNDNy8vD2rVrsXjxYpw7dw5CCK35GjRogOnTp2PEiBEGBQcSExMxb948rFu3DjExMQXmc3R0RGBgIMaMGYNevXq98AExc50XRfH06VMp7erqatT9F0ViYiI2btyI7du348iRI4U+Zebo6Ijg4GDMmDEDtWvXVlxH/v+PgIAAHDx4EABw5swZzJgxAwcOHNBarnr16vjss88wcuRIxXVR4bTdbH78+HGhN+VcXFzw8OFDVVrp6HlteY1xQ90YYmNjsX79euzYsQMnTpxAZmZmgXnd3NwwatQoTJ06VfFNxX///VcaxBMaGoqwsDAAwJ49e/Cf//wHZ8+e1Vq2QYMGmDNnjl7BFnrGkAELhrC1tUWbNm2kgLF636mku379Oi5fvoz4+HikpKSgQoUKqFq1Kjp27Gj0v2EJCQk4evQobt++jczMTHh6eqJ+/fpo06bNC9+HMaeS2r8fOnQopk2bhpycHFWfe8aMGYWWOXnyJCIjI1XpESNGGFR3Tk4O9u3bh02bNmHfvn24c+dOgXmtrKzQpk0bTJ8+Hf3791d87I4cOVIKTty+fRs1atRAbGwsPv/8c2zcuFEjuNK/f38GdM2suPryeXl5WLNmjSpta2uLIUOGAAD8/PxQv359/O9//wMAHDhwADExMXoF8sLCwjBq1ChVeuXKlRg5ciTS0tLw2WefYenSpUhJSdEoV758eQwbNgxfffWV4u+ioOuBHTt2YMGCBTh48KDqqfrnqlWrpmgmAUtlzutUFxcXKV0S+uvNmjVD48aNcfnyZQDPZmHQFdB9+vSp9LRySEgIbG1tDar//PnzWL9+Pfbs2YOLFy8WeB8HeBaMnzx5MsaMGaNz9piePXtKfcRjx46hXbt2erUtOzsbXl5eqr+79vb2uHfvnkkGDhEREb1ILHO+Hyq1no9Of06fTmHVqlWl6QSzsrJw7do1rXnz37gHno0810fFihWl9Pnz5/Uqb25OTk7ShSzw7Kke9Qt3bW7cuIEWLVogNDQUZ8+eLfQi4Pr16xg1ahTat28vjdRV4scff0TNmjUxd+7cQoO5AJCWloatW7ciKCio0BtPLwpznRdFcerUKSndsmVLo9dhiOTkZFSpUgVvv/02du7cqXPK0LS0NPzyyy9o1KiRKjhlqEWLFqFt27YFBnMBICYmBqNGjcLYsWM1bvCQYe7evauxTf03W13+6S6BZ4F4JVJSUqQpCa2trTWmxC0Oly5dgre3N6ZNm4aDBw8WGswFnp0nCxYsgK+vL3bu3FmkuqdPn44ePXoUGMwFnv2t6NevHz7//PMi1VUaFTRgwRx16ai5RAAAIABJREFUmaoec3ry5Ak+/vhj1KhRA76+vhgyZAgmTZqEmTNnYvz48ejXrx8qVaqEwMBA6UkeQ0VFRWHgwIHw9PTEwIEDMXXqVMycOROjR49Gu3bt4O3tjUWLFvH330hKav++cuXK6NmzpyqtZNrl/AHSihUrGvTUPwAEBwejV69e+OWXX3T2qYUQOHHiBF555RUMGjQIaWlpBtUJAPv27UOjRo3w008/WeTMFqVRcfXl9+/fL1379ejRQwq2vf7666p/qwd/DRUTEwM/Pz/MnTtXazAXAFJTU7Fs2TL4+vri3LlzBtUjhMCkSZPQp08fHDhw4IX8rTfndaqh/XUhhEZe9SmYTSn/dMn79u1DXFxcofm3bdsm/S4aOt3y999/jxYtWmDu3Lm4cOFCofdxAODWrVuYPHky/Pz8dE5JPW7cOCmtawkQbf78809VMBcABg0axGAuERGRAgzokkVRX6vH19dXr/Lq+Qta+0f96dHc3Fy96snOzlZUjyVRX2MmPT1d48Jd3alTp9CuXTtcvHhR2m5jY4PatWvD398fvr6+sLe3l94/efIk2rZtqzioO2XKFIwfP14j2GZjY4OaNWuiVatWaNy4Mdzd3RXt70VjrvPCUBkZGViwYIG0zVLW+cnNzZXW0wP+77hq1qwZWrdujfr166Ns2bJSnszMTIwaNUqvtezyW7ZsGSZPnqz6bXFwcECDBg3QqlUrrU9ALl++XDUdFxVN/qnbAMDHx0fnFO3PnwR57rvvvtP4nddm4cKFyMrKUqUHDBigdwDBFLKysjRu2tjZ2aFWrVpo3rw5/P39UadOHY2pRB8/fow+ffogPDzcoHpnzJiBefPmqdJOTk5o2LAh/Pz8tP5+f/LJJ1wPT0+GDFgwVl2mqsdctmzZglq1auGLL74oNHCVm5uLffv2oX379pg0aZLBN+B3796NZs2aYcuWLQXuIzY2FpMnT0ZAQMALETAvbiW5f5//Cdvr168XGqjIzMzEhg0bVOng4GCDlyLRNrjT3d0dvr6+aN26NZo2bar1SbbNmzejf//+Bp0f58+fR//+/aVj3sfHB35+fqhVq5bBT6KR4YqzL68+3XL+AK62tHp+faWnp6N3796qp34BwMPDAy1btkTdunU1jr+4uDj06NEDV65c0buumTNn4vvvv1elHRwcUL9+fbRs2RKenp6GfwgLYs7rVPX++vLlyxUNCFmzZo20PEqLFi00gsOm9Prrr8PGxgbAs79La9euLTR//mO8YcOGBi+foe333cnJCfXq1YO/vz9atGih9Wn3a9euoWPHjlKwVV3fvn2la9qNGzdKs8EpsXz5cik9ZswYvcoTERGVWoLIQqSnpwsrKysBQPW6f/++XvsYN26cVH7mzJla87Vv317KFxYWplc9Li4uUvn27dvrVV6JgIAAqY6VK1cWaX+pqanCxsZG2ufChQsLzB8XFycqV64s5W/SpIlYt26dSElJkfJmZGSIDRs2iFq1akn5e/fuLfLy8gpt17fffiuVASBeeuklERYWJpKSkjTyR0dHi+XLl4suXboIAOL27dsGfR8lhTnPC0PExsaKzp07S/vv1KmTzv93Q82aNUuqKzQ0tND8CQkJAoDw8/MTX375pTh37px4+vSpRr7s7Gyxb98+0aNHD2n/5cuXF9HR0Trblb9MtWrVhJ2dnQAgGjRoIP744w+RkZEh5T937pxo27atVK5cuXIiMTFRr++DNL388svS9/rWW2/pLJOZmSkaNWoklRs4cKB48uRJgWV+/PFH6TfV2dlZ3Lp1y5gfRSU0NFRq26xZswrNf+bMGQFABAQEiIULF4orV66I7OxsjXwZGRli69atwt/fX9p/1apVNX7n1d2+fVsqU7NmTdW/W7duLfbs2SPVmZeXJ8LDw0X9+vU1zhdtbSPtwsLCpO/Px8fHJPWkpqYKR0dHqa7w8HCT1OXj42PyehYtWiSsra01+huOjo7C19dX+Pv7i9q1a2v8vQUghgwZonP/Q4YMkcrs2rVLlCtXTpW2srISL730kvDz8xPVq1fXqAOAaNu2rUhLSzP6Zy8JwsPDjXJcl8T+/fnz54UQQjx9+lS4ubmptk+cOLHAfWzcuFHax+nTpwv8DLoEBQWJSpUqiQkTJogdO3aIhIQErflu3LghPvzwQ2Fvby/tf8GCBTrrUP8b5uHhIQAIe3t78dFHH4nY2Fgpf3Jysjh06JDO/b5IjHUOGMLcffn8Hj9+LP1WOjk5ifT0dI187dq1k9p3/PhxxXWsXLlS47t9/u9u3bqJs2fPSvkfPnwovv76a41jvXHjxiIrK6vQuvLnd3d3V/3dqVOnjvj99981rgcuX74sbt68qfizWJriuE7t3r27lL9Dhw6F1rlt2zbpGLO1tRUnTpzQq41KqV+n5r/X0qtXL+lYKkhcXJx0fTF37lzVe/3799ervzRv3jxRtmxZMXjwYLF69Wpx584drfkSExPF0qVLRdWqVaX99+vXr9D9f/zxx1L+pUuXFpo/v3///Vfql9WrV09xWSIiotKOAV2yGNHR0VKH0NbWVu8Lyc8++0zax5tvvqk13/Dhw6V8b7/9tuI6IiMjNW7C1a5dW692KmHsgK4QQjRs2FDa56RJkwrM27NnTynv2LFjdV7EJicna1xwb968ucD8ly9fFra2tlL+QYMGaQ24aXP27Fnx6NEjRXlLKnOeF9pkZ2eLvXv3Sq8tW7aIxYsXiyFDhggHBwdp323atNEaiDcWfQO66enpel+0q39f06dP11lG2835Hj16FHpzPi0tTTRt2lQq8+233+rVVpLt2LFD4//h1KlTispGRUUJLy8vqWylSpXEO++8I9auXSt27twpNm/eLP773/+K5s2ba+Q7duyYyT6XvgHdBw8eiCtXrijef25urnjzzTelOpYsWVJoGfWA7vPXyJEjRU5OToHl4uPjNW4Ybd26VXFbSztDBiwYYsWKFVI9zs7OOvsAhjJ1QHfHjh0aN5xfeeUVcfjwYY3BBAkJCeK///2vRjBb12+zekD3+WeytrYW7733noiJiZHyR0REiGHDhmmcP1OmTDHqZy8pjBXMKon9++cBXSGEGD9+vPR3paBzLigoSJWvQYMG0nv6BnSPHz+uEWQqzPnz50WFChVU+1cyKEf9bxjwbMDckSNHFNf7ojNlQNfS+vL5/fzzz4r69UuWLNG4LlVKPaD7/DVmzJhCr6mOHz8uBQIBObimjbZ6OnbsqHOQXElVHNepCQkJGoMwnZycxJgxY0RYWJj4+++/xdatW8X8+fM1+kzlypUr9N5EURUW0F2/fr303j///KN1H/PmzVPlsbGxEffu3VO9p29A98qVK+LBgweK25+UlCRatmwp1XH16tUC80dHR0vB5xYtWiiu65NPPpHqmTdvnuKyREREpR0DumQxrl27JnXqXFxc9N7HN998I+0jODhYa76ffvpJyufp6an4RuXs2bM1LtQ8PT31bqsupgjoqu9z0KBBWvOdOHFCyterVy/FF2dxcXHCyclJVbawpxtCQkKkejp06CByc3MN+mwvKnOeF9okJydrvTmh/vLw8BBz58412Q3/5/QN6BqqY8eOqjoqV66sM7/69+Ht7a1osMHOnTulcj169DBG80ulhw8fagRkBwwYoNc+4uPjxeuvv671ST5tr3Llyolx48ZJN1tMQd+AriEyMzOlWRZatWpVaH5tAV0/Pz9FvwFLly6Vyo0bN85YH+OFVpQBC/pIS0sTNWrUkOoxVeBYCM2A7vz58zWCD4W9Cgs8JCQkiEqVKkk3R9euXauzTRcuXJCelnRwcCh0BgX1gC7wLJi7cePGQuv5+uuvNcrkD/CVFsYKZpXE/n3+/+/jx49L723ZskWj/P3790WZMmVUeb766ivpfX0DuoZQD8Lt2LGj0PzaArrLli0zSdtKKlMGdC2tL59fhw4dpDbs3btXa77ExERpELCrq6vigQjaArpNmzYtdPDZc8uWLZPKVa9evdBy6vW4ubmJuLg4Re0siYrrOjU1NVVMmjRJNSOSrpetra0YMmSIiIyMNORjKlZYQDcjI0P6fZ48ebLWfeQPVqtfF+ob0DVEZGSkdB00bdq0QvP36dNHatO5c+d01pGTkyNds9nZ2Yn4+HhjfQQiIqIXHtfQJYuhvn6q+rqsSjg4OBS6z+d69+4trY9z//59fPfddzr3f//+fSxatEhje0H1WBpXV1cpXVC71dfyXLhwIaysrBTV4enpiTfffFOVPnbsGB48eKCRLy4uDhs3blSlra2tsWLFCo31z0o7c54XhvLw8MB//vMfjBkz5oVZ9yz/el3x8fGIiorSq/yMGTPg4uKiM19gYCDc3NxU6X/++UeveuiZvLw8DBs2DLGxsaptLi4uWn+vC+Pu7o61a9di69at8PLyKjRvmTJl8MYbb+Cdd95BlSpVDGq3JbGzs8Nrr72mSp8/fx4ZGRl67eOzzz5T9BswePBgKc3jXrekpCSMGzdO2jZgwAD4+/sbva73338f//77ryrt6OiIjz76yOj1FFZ/YGCg4tfFixcL3Nf333+PxMREVXr+/Pka6zFq07RpU/z888+qdEZGBpYuXarX53jvvfekc0qbDz74AAMGDFCl8/Ly9P7dov9T0vv3bdu2Rd26dVXp1atXa+T59ddfkZOTA+BZ33nYsGFma99zwcHBqvUgAeD48eN6lff29uZaiRamOPryN2/exNGjR1XpqlWrokuXLlrzVqxYEb169VKlHz16hK1btxpc95dffikdwwUZM2YM6tSpo0rHxMRg7969iut5++23X5i1crUprutUR0dHLFq0COHh4YrW7A0ODsa7774r/V+am729vdT/Xbduneq3/Ll//vlHWqvZXOtY51enTh2pb6nr9338+PFSWn1dXG127dolXbP1798f7u7ueraUiIio9GLkhCzG06dPpbSdnZ3e+yhbtqyULuhmdLVq1RAcHCxt+89//lPohWFycjIGDBiAhw8faryn703v4lK+fHkpnZWVpZEnLy8Pu3btUqX9/f1Rr149verp3r27lD5y5IhGnv379yM3N1eV7tWrV7FeZFkqc54Xhnrw4AHeeecdeHt745tvvoEQwqj7Lw41a9aU0ufPn1dc1srKSiNgVRAbGxs0btxYlU5ISEBmZqbiuuiZadOmYefOndK2H3/8EdWrV9drPxcuXECnTp3Qr18/6UaDNjk5OVi8eDEaNWqEESNG4PHjx3q329LkP+5zcnKkm0q6uLi4oEePHoryVqhQAd7e3qp0TEyM8kaWQsYasKDEunXrNAKXX331FapWrWr0ukwtKysLS5YsUaVr166NSZMmKS4/cOBA6UbxH3/8obhs+fLl8fHHHyvKO2fOHCm9YcMGpKWlKa6L/s+L0L8fMWKE6t87duxAUlKS9P6qVatU/+7atavOwUem4OjoiMqVK6vS+vSRAGDIkCEcwGlhiqMvn/9YBoCQkJBCjwv1wQvq5ZXy8PBQ3F/RNmji4MGDiusKCQnRp2klTnFdp96+fRsDBgxAhw4dcO3aNZ3516xZgzZt2iAoKAj37t3Tu43Gkj9AGx8fL91zAeRj2tnZWRrwZU75rwd0/b736tVL6tP/9ttvSE9PL7RM/gFzADjAh4iISE+8kiKLoT6iU1uwURf1QEhho0S/+uoraSRgVlYWBg4ciNDQUBw+fBiPHj1CZmYmbt68iUWLFqFhw4Y4deoUAM0nXdUDpZYqJSVFSqtfQAHA5cuXpcCEn5+f3vXk79QDwPXr1zXyqAd5e/furXc9pYG5zwt1rq6uEM+m54cQArm5uUhKSsI///yDRYsWScHIlJQUvP/++wgNDUVeXp7e7TS17Oxs/PXXX5g0aRJefvlleHl5wdnZGdbW1rCyspJe6jd68j/hpUuNGjVQsWJFxfnz3xQF8EIEBs1p0aJFWLBggbRt+vTpGDJkiF77WbduHVq3bo1Dhw4BeBaYf/XVV/HXX38hLi4OWVlZSE5OxqlTp/Dxxx+rnqwWQmDNmjVo164dEhISjPOhjCg9PR3r16/HuHHj0KZNG1StWhVOTk5aj3v1J0D1Oe5btGih1w36/Mc9j/nCGWvAgi6nT5/GG2+8IW3r3bs3Jk6caNR6zOXs2bPSOTl06FBFT2TlFxgYqPr3pUuX8OTJE0Xl+vfvD2dnZ0V569ati7Zt26rS6enpOHPmjF7tpP9T0vv3w4cPV82Kk5WVhfXr16veu3DhAi5duqRK5w/+GsPVq1cxe/Zs9O/fH3Xq1EGlSpVgZ2en8bfCysoKcXFxqnL6/K0AYJKZBahgltiXF0JoPIGua/aEvn37Sr+re/fuNSg416FDB73+FnTq1ElKnz59WlE5JycnNGjQQJ+mlTjFcZ0aHh6OZs2aYdu2baqBB127dsXGjRsRHR2NzMxMPH78GBcuXMCcOXNQrVo1Vdm///4bfn5+uHHjht7tNIb27dujVq1aqnT+cyA7Oxu//fabKv3aa69pPL1cFA8ePMDixYvx+uuvo3HjxvDw8ICDg4PW3/d169apyqWnpxcaZLe2tpYCsk+ePMGGDRsKzH///n1s375dla5Zsya6detWxE9HRERUujCgSxZD/aaJ+ohPJdQ7m4XdiKlWrRo2bNgAR0dH1bbnF5cBAQFwc3ODvb09ateujcmTJ6tuXFSrVg1z586V9qV+A8hSqd801/b9qAdflyxZorWjX9irYcOG0j7Uny4Ank2zlZ8hgePSwNznhS7W1tZwc3ND8+bNMWnSJFy8eBHz58+XpuRes2YNvvnmG4PrMDYhBH755Rd4eXmhX79++P7773HkyBHcvXsXKSkpip5CePTokeL61AO0uuT/DQJKzhP/luC3337DlClTpG0jR47E119/rdd+Dh48iOHDh6tuRDk4OOCvv/7Cpk2b0KdPH3h6esLW1haurq7w9/fHZ599hitXrki/W9euXcPgwYMt5gn17OxszJkzB56enggJCcFPP/2EU6dOIS4uDqmpqRZ13POYL5ixBizoEhUVhb59+0r/F/Xr18eaNWsUL7lgLOHh4VLwQddL/Wb7c+oDx4o6QC0vLw8RERGKyhXUJqX5lQYMSFNJ7997e3tLx0P+J7by/9vJyQkDBw40Sp2XL19GQEAAGjVqhE8//RR//vknoqKi8PDhQ2RnZ+ssr8/fCkBzFhQyL0voy4eHh+POnTuqtK+vL5o3b15oGXt7e7z66quqdG5uLtauXat33Y0aNSpS/tu3bysq5+PjY/a/n+Zm7uvUiIgI9O3bVzW4ytraGsuXL8e+ffvw2muvoXr16rCzs4OzszOaNm2K6dOn49q1a+jZs6dqH3Fxcejbt69BbTWG/ANx/vzzT9Xv599//y0NjjHWdMuJiYkYPXo0qlWrhnfeeQe//fYbrly5gvj4eMXfga7f+DfeeANlypRRpQubdnnlypXSVNNvvPHGC3+eEBERGRsDumQx1Dvv6enpet8YV5+iTlfgqnPnzjhy5Ig0UrIwzZs3x4EDB+Dk5CRtLykB3fj4eCmtbQpFbVPOFZW2p6/Ug7z6BgNKi+I4L/RhZWWFqVOn4quvvpK2z549G8nJyUarx1B5eXkYMWIE3nzzTY3jXx/6TINsyPpR+VlKQNDSbd++HaGhodL3NXDgQPz888963RjIzc3Fm2++KU0Bv3TpUgQFBRVarmrVqti+fTsqVaqk2nbw4EH8/vvvenwK08jIyEDPnj0xY8YMjZkZ9GHO4540GWvAgi737t1D9+7dpd/I6tWrY8+ePahQoYJR6zIn9QFq/fr103uA2tSpU6V9aBugpo25AgakXUnv3+e/4X/69GlEREQgJydHenrr1VdfRbly5Ypc1/bt2+Hn54fDhw8bvA99l4pQ+vQ6mUdx9OXVp0tWuha0MaZd1mcWHQBwc3OTZiBROoChNBzn5r5OHT9+vJT/k08+wZtvvlno/p2dnfHHH39IS0hFREQU23r1+WdhyMzMVD3Nmv9YrlmzJjp06FDkum7evInmzZtj5cqV0nWOvnT9xlepUgX9+vVTpU+cOKF1Kuzng6yfs7GxwahRowxuFxERUWlVRncWIvOoVKkSrKysVBcB2dnZiI+Ph4eHh+J93L17V0orCRI2b94c169fx8qVK7FmzRqcPHlSGjUIAE2bNsXo0aMxfvx42NnZYe/evdL7tWvXVtzG4pKWlobIyEhpm7YbXfqOsldC25Rd6kGGkjJttbkV13mhr6lTp+Knn37CrVu3ADw73jZt2lTsa+J8/vnnGqP3nZ2d0alTJ7Rs2RLVq1eHq6sr7O3tYWtrq8pz8eJFvP/+++ZuLikUHh6O1157TfqtDgwMxLp16/SeUnXHjh3SjAH169dXPI2lh4cHpkyZgo8++ki1bfny5YrXUDaVCRMm4MCBA9I2d3d3dOrUCU2bNkX16tXh7OwMBwcH6fvas2cP5s2bZ+7mkhbGGrCgS1JSErp37y4FEN3d3bF3716jT+lsbuYaoKaNvgED9fym6IuVNiW5fz9o0CBMnDhRFbhYvXo12rRpIw26MMbTW5GRkRg0aJA0TaqVlRX8/f3Rrl07vPTSS/D09IS9vb3GoJ1hw4bhwYMHBtWbv79FlsNcffnU1FSNNck9PDywb98+nWXz8vJQvnx5pKamAng2O8qZM2fQqlUrxfXrOxDCysoKDg4OqvPxed26lIbj3JzXqZcuXZLWL3Zzc8O0adMU1VGuXDl8/PHH0oCA5cuXY/r06YrbaSw1a9ZEx44dVYNoVq9ejUGDBmHHjh2qPCNGjChyXy8rKwu9e/dGbGystL1OnToICAhAvXr1UK1aNTg6OqqmXn5u3rx52LNnj171jR8/Hps3b1ally9fjoULF0p5wsPDpWuuoKAgrQ8YEBERUeEY0CWL4eDgAG9vb2n6pejoaL0uCKKjo6V0/fr1FZWztbXF2LFjMXbsWKSlpSEmJgaJiYlwdHRE9erVpSewAGiMOCwJ0wWfPXtWY2Smtqmt1C9yQ0JCMHr06CLVra2jrv4URGpqqsb3TMV7XuijTJky6NevH7799lvVtuPHjxdrQPfBgweYM2eOtO3DDz/EzJkzdQ4gKMooZjKtU6dOoV+/ftI0Ye3atcOWLVtgZ2en9/72798vpYOCgvS6idK3b18poHvs2DHk5ubqHVg2lgsXLkij/G1tbTF37lxMmDBB5/ejPhU+FQ9jDlgoTEpKCnr27ImrV6+qtrm4uGD37t3SkywllbkGqGmjb8BAfep9pQEDKlxJ7d+XL18eAwcOxJo1awAAa9eulZ449/HxQUBAQJHrmTFjhvTklb+/P1atWqWon8gpMl885urLb9q0SeOpTPX12/URFhamV0A3PT1dr/0LIaRpgTkI+f+Y8zpVvb/epUsXvf7WPu/fPw8+R0VFIS4uDlWqVFG8D2N5vqY78Owc+/zzz1UDa6ysrIyyPvqyZcukwfweHh4ICwuTpp8uSP6naJXq1q0batWqpbqWWLNmDb7++muULVtWlUd9KubiHvhNRERUUjGgSxalfv360gXBtWvX9LpAU59ez5DAlaOjo85yly9fltIlIaC7adMmKV2+fHmt3636zS1XV1d069bN6O1Rn8YxPj4eNWrUMHo9LwJLOC+UUH/i+/79+yapR6lt27ZJN2DGjh2LL7/8UlFZpdNqknldunQJvXr1koIdzZs3x99//60REFFKfWpTfdf2U8+fkZGB5OTkYhugsnHjRumpztmzZ2tM21sQHvfFz9gDFgqSkZGBPn364MyZM6pt5cqVw44dO3SuY1hSqN/oXbBgARo3blykfSotr2/AwJRLI9AzJa1/P2LECFVANzo6Wgp65J+y01CpqanSE2EeHh7YtWsX3NzcFJW3hGU1yPjM0ZcPCwsz6v7Wr1+PhQsXKv4bmX+dUiWSk5OlwTwlZaklczHXdWpR++uurq5wc3OT+rp3794tloDua6+9hokTJ6quU7/77jvVe+3bt8dLL71U5DrWr18vpbds2YK2bdsqKmvI9YCVlRXGjh2LDz74AMCzWVI2b96MkJAQVXrLli2q/F5eXujVq5fe9RARERHX0CUL06xZMyl9/PhxxWXj4uLw77//qtK2trbw9fU1VtNUkpKScPLkSVXaxcUF7dq1M3o9xpSSkqKxxlCvXr2kEZPPqV8cRUVFmaRNderUkdJnz541ST0vgpJwXmhT3FON5T9PgWfT0CqV/4k1sgwREREIDAyUbiI3aNAAu3fvhouLi8H7VV8XqkwZ/ca6aTvOi/MJ7/zHvbW1NcaPH6+4LI/74mWKAQvaZGVl4dVXX5XWzCxbtiy2bt2K9u3bG62e4qY+qKJWrVro1q1bkV5KnzrSN2CgPj00AwbmZ2n9+y5dusDLy0vre8Z4euuff/6RploOCQlRHMyNiorSe91cKpmM3Ze/fft2kdZr1iYpKQl//vmn4vxXrlzRa//qAz30DSS+6Mx1nVrU/vrz/edXXP11JycnvPLKK1rfM8Z0+nl5edKAvWbNmikO5gKGXw+MGjVKGliR/4ncNWvWSP+Ho0ePLrbZjIiIiEo6BnTJovTp00dK79u3T3rSqDDq63x07tzZJE84/PHHH8jOzlalQ0JC9J5az9xmzZqlsWZtQTf5/f39pc9z/Phx6UkhY+nYsaOU/vvvv41ex4uiJJwXAKTR2QD0mm7LFNTXdtNnClH19UepeN25cwfdunWT1g+sWbMm9u7dC3d39yLtW33tynv37ulVXn3tLysrK73XzzSm/Me9u7u74hv0eXl5OHTokKmaRTqYasCCutzcXAwdOhQ7d+5UbStTpgzWr1+PwMBAo9VjCcw1QE0bBgxKHkvr31tbW0vrPT7Xtm1bjUGRhmAfibQxdV9+9erV0jXMyJEjIYTQ+/X86fXn1AcuF+bo0aN6BfLU+0b+/v6Ky5YG5roPdtRnAAAgAElEQVROLWp/PTMzU2PwVFGvIYpC28Ace3t7vPbaa0Xe98OHD6VlO/T5fY+MjNS4tlHK3d0dAwcOVKUPHjyo6nv9/PPPqu3W1tZFXtKLiIioNGNAlyxKu3btpCcqbt26hYMHDyoqq77WR//+/Y3ZNADA06dP8d///lfaZulrf2zevBkLFy6UtnXu3BldunTRmt/Ozk56Ly0tDStXrjR6u7p27SqNrN25cydu3Lhh9HpeBJZ+XgDP1pfavn27tK1JkyYmqUsp9ZsJ+Z9EKcyFCxdw4sQJUzSJDBAXF4euXbsiNjZWta1atWrYv38/qlWrVuT9q0/1ru+NavU1vXx8fAx6asBY8h/3So95APjzzz+l75jMx5QDFvITQmD06NH4448/VNusra2xcuVKDBgwwGj1WIrOnTtLaXMGofQdHMGAQfGy1P69tie1jPH0FmB4H0kIgaVLlxqlDWRZTN2XF0Jg9erV0rbg4GCD9tW/f384ODio0rt27dIYpFCQ+Ph47N69W1HevLw8rF27VtpmjPWrXyTmuk5V768fPHhQceAYePZ3Nn+Qs2zZska5jjBUt27dULVqVWnbgAEDjDKIz9DfdwBYsmRJkeoeN26c1I6ff/4ZJ06ckJ767d69O3x8fIpUDxERUWnGgC5ZFGtra4wcOVLaNnv2bJ2d9f379+PIkSOqtJOTEwYPHmz09s2YMUMauTx06FC0aNHC6PUYy/z58zFkyBBpm6Ojo86O+rRp06T0rFmzpLW7jMHDw0O6iM/Ly8Mbb7whrVFEz1j6eQEAK1euxP/+9z9pW79+/UxSl1Kenp5S+ujRozrL5Obm6jU1M5lWUlISAgMDcfPmTdU2d3d37N2712hPsHXt2lVKHz16VGO67oJkZWVhwYIFhe7P3PIf98nJybh27ZrOMqmpqZg6daopm0UFMPWAhfwmTpyocTN9yZIlWp8CfBG0b98eTk5OqvSuXbvM9pTutm3b8OTJE0V5IyMjpUFE5cqV02v9QSo6S+3f169fH6mpqUhJSVG9jBVoNqSPBABLly7FhQsXjNIGsiym7ssfOXIEt27dUqXd3d0N7jM5OTkhKChIlc7JycGvv/6quPzMmTMVPaW7fPlyacCxl5cXunfvrl9jX3Dmuk5VP1aio6OxceNGRW0UQuDrr7+WtnXo0EHr8lPmYmNjg5s3b0q/7+p9NENVrFhRGlx68uRJKZhdkAsXLhQ5oNupUydpHeSwsDCNfVrCgCkiIqKSjAFdsjgffPCBNNXOoUOHMGfOnALz3717F2+++aa0bfLkyRprp2mjftFakNzcXMycORPfffedapubm5vGk6+WICcnBxs2bEDr1q0xbdo0qfNuY2ODVatWSZ1sbV5++WX06NFDlU5ISED37t0Vf1/AswDt1q1b8cEHHxSY58MPP5QupI4cOYLg4GDF63KdPXsWjx8/Vtymkswc58WhQ4cwd+5cpKen69W233//HW+99Za07bXXXiv2kbfqa999/PHHyMjIKDB/bm4uRo8ezadzLURKSgp69uwpjeh2dXXFnj170KBBA6PV07FjR3h7e0vbQkJCdA5iyc7OxujRoxERESFtN8bahkWhftxPnz690IEy6enpGDhwoHSTlczDHAMWnvvwww81bqjNnz9fepLiRWNvb4+JEyeq0rm5uRg3bpyim5pFlZqais8//1xRXvV+0uDBg426ZnJp9CL17x0dHVG+fHnVy9raOJfvLVu2lNY63Lx5s861L7dv34733nvPKPWTaVhyXz4sLExKDxo0qEgzmoSEhEhpfaZdvnjxos4BnCdPntQ43idOnMh1P7Uwx3VqrVq10KZNG2nbW2+9hUuXLhXaNiEEPvzwQ4SHh0vbjTXbQVHY29tLv+/GWrPaxsYGrVu3VqXj4uLwzTffFFomKioK/fv3l5YeMFT+vuWDBw+kp9w9PDzQt2/fItdBRERUqgkiC/Tll18KANLrrbfeEnfv3lXlyc3NFVu2bBHe3t5SvqpVq4rk5GRF9VSqVEkEBASIZcuWiTt37mi8n5KSIjZs2CCaN28u1WFtbS02b95stM+rTUBAgFTntGnTxN69e6XXrl27xPr168WyZcvERx99JAIDA4Wzs7PGdwdAlC9fXq82P3jwQFSvXl3aR7ly5cTkyZPFhQsXRF5enkaZpKQksXfvXjFlyhRV2YCAgELrWbx4sUZba9WqJcLCwkRSUpJG/piYGLF8+XLRqVMnAUDcvn1b8Wcq6Ux9XmzZskUAEK6urmL06NHir7/+Evfv39ea98mTJ2Lbtm2id+/eGm2qUKGCiI6ONupnf27WrFlSXaGhoQXmTUxMFE5OTlL+1q1bi5MnT0r5srOzxa5du0TLli1V+Ro0aCCVmzVrVqHtyp9X1zGvLjQ0VCpfmo7pwjw/x/O/PvvsM43fQSUvbb8l+a1atUqjrooVK4pFixZplM3KyhI7d+4U/v7+GmWCgoJM8l2oHyOFHY/Xr18X1tbWUv7evXuLq1evSvkyMjLE77//LmrXrl3gcb9y5coC67l9+7bic1Eb9b9xpc2TJ09Eq1atpO/A1dVVnD9/3uh1ff311xrHqq7fNHPy8fGR2hYeHm60fScmJoqKFStK+3/11VdFSkqK4n2kpKSIBQsWiNWrVxeYZ8iQIRrfsbW1tfj9998L3fecOXM0yvzzzz+K21bSHD16VOtv9Pz586XvwcPDo8Dfc/XfMm1KUv/e2Oe8i4uL4t/WkJAQKa+zs7P48ccfRUZGhpQvMjJSvPXWW6q/LZUrV5bOKx8fn0LrYT/n/5j6HLDUvnxaWppGn/zw4cNF2mdGRobGda+238+VK1dKefL/zQkMDBTnzp2T8iclJYk5c+YIe3t7qVyjRo1EVlZWoW0qyvVASWeO+zcHDx4UVlZWUtly5cqJzz77TMTFxUl5c3NzxdGjR0WPHj002tW4cWORm5tr9O9A/Tp14cKFRt1///79FfeXfvzxRymvlZWVmDp1qnjw4IGULyEhQcyfP1/1t8PKykrUq1evSL/ZSUlJGufP89cHH3xgwCcnIiKi/ErfHTQqEXJzc0WfPn00OoA2NjbipZdeEs2bNxeurq4a7zs4OIijR48qrkf9Jl+FChVEkyZNhL+/v6hRo4aws7PT2oYVK1aY8NM/o37Dpyiv7t27i8jISL3bcOnSJY2g7vOXi4uL8PX1Fa1btxYNGzYUVapU0ZpPycXsu+++q7Xs8//vVq1aiSZNmgh3d3eNPKXpppCpz4vnN4HUX+7u7qJBgwaidevWonnz5sLHx0fjYvr5y9XVVePGiDHpE9AVQoi5c+dqbaeHh4do1aqVaNy4scbNoPr164tt27ZJ2xjQNT9j/f7puuHx3Pjx47WWtba2FrVr1xb+/v6iUaNGwtHRUWu+unXrisTERJN8F/oEdIUQYsKECVrbWL16deHv7y98fX1FuXLlpPdefvllsXz5cmkbA7qmY64BC2FhYRr1dOjQwaB6lATSDGHKgK4QQuzbt0/Y2NhonAvffvutiImJ0Vrmzp07YsOGDSIkJEQVhPjqq68KrEM9oPv8M1lbW4v33ntPxMbGSvkjIyPF8OHDNf5v3nnnHaN+dkuj/n9tyEvJb01J6t8XZ0A3KipK60BQe3t70aRJE9GqVSvh5eWl8T39/fff0v8lA7rKmfocsNS+/OrVq6U6vLy8tA4O1teIESN0/oaqB3R/+OEH0bhxY2mbp6en8PPzE/Xq1RO2trYa34mbm5u4ePGizvbkL1PaArrmun+jbZDa81eNGjWEv7+/aNq0qcZvYf5z4ebNmyb5DiwpoJuVlSWaNWum8fmtra1FvXr1ROvWrUXt2rU1+kczZ840ym+2+rkJPAsW37hxw/AvgIiIiIQQDOiSBcvIyBDBwcGKL24rVqyo901A9Rs+ul5eXl5i//79pvnAaooa0HV0dBQhISHi2LFjRWpHfHy81pGtSl/Dhw9XVM8PP/ygEWBQ8iptN4VMeV4UdBNI6SswMFDcunXLpJ//k08+kep88803dZYZN26c4s/QuHFjERMTI8LDw6XtDOiaX1GORfWXknMgNzdXfPrpp6JMmTJ677979+7i3r17Jvsu1G+KfPHFF4Xmz8zM1HpTraBX586dRXJyssZNTwZ0Tcdcx7f670tRXvr+Hytl6oCuEM+ewtcWxAOePRnUtGlT4e/vL+rVq6f1hjOgX0B3165dUp/G2tpa1KpVS7Rq1arAgI6/v79ITU01+me3JMUV0NX1Ks7+fXEGdIUQYvfu3aJ8+fKKvid7e3uxfv16IYRgQNdAxRXQVfoyVV++S5cuUj1Tp041yn7//vtvab+VKlXSeIpWW98mJiZGY1aSgl4eHh7i9OnTitqTv1xpC+gKYZ77N0IIsWzZMoPuG7Rs2VJEREQY/4P/f5YU0BXi2eC0OnXqKP5+3nvvPZGXl2eU3+xjx45p7L9z586GfXAiIiKScA1dslj29vZYt24dNm3ahGbNmhWYz9HRERMmTMC1a9fQqVMnveqYOXMm2rZtq3P9ntq1a2Pu3LmIiIhAly5d9KrDlGxtbVG+fHl4e3ujVatWCA4OxhdffIH9+/cjISEBv/32m8Z6ivpyd3fHrl27cPjwYfTt21fnum5WVlZo3rw5ZsyYgUuXLmH16tWK6pkwYQJu3ryJd955Bx4eHoXmdXV1RUhICPbv348aNWoo/SgvBFOeF927d8fmzZsxZswY1KtXD1ZWVjrLODs7Y+jQodi/fz/27Nlj9HUf1amvgevk5KSzzLJly7B69Wq89NJLBeapXLkyPv/8c5w5cwZeXl5FbieVPNbW1pg1axYuXryIcePGwdnZudD8NjY26NKlCzZv3oxdu3ahSpUqJmubvse9nZ0dtm3bhoULF8LT07PAfDVq1MD333+Pffv2wdXV1ShtJbJEI0aMwKFDh7T+Hbh37x4uXryI06dPIyIiAo8ePdLIU6ZMGb3O8aZNm2LLli2qPlNeXh5u3ryJM2fO4M6dOxr527Vrh927d3PtXCMp6f17c+revTvOnDlT6JqGZcqUwaBBg3Dx4kUMGTLEjK0jfVliXz46Olpj/dLg4GCj7DswMFBadzUxMRE7duzQWc7LywtnzpzBtGnTpLVf83N0dMTYsWNx7do1tGrVyijtfdGZ4/4N8GyN1mvXruH999+Hu7t7oXmtrKzg7++PlStX4sSJE6hbt67e9ZVU3t7eOHPmDCZOnAh7e/sC87Vp0wa7d+/GN998o+g3Q4l27dqhXr160rYxY8YYZd9ERESlnZUQQhR3I4iUiIqKwqlTp3D37l1kZWXB1dUVDRo0QPv27QvtoCqRnp6O8+fPIyoqCvHx8Xj69CnKlSsHLy8vtGjRAnXq1DHSpyj5srOzcfr0ady+fRuJiYlIS0uDo6Mj3NzcULduXfj6+sLFxaVIdQghcOHCBVy/fh0JCQlISUmBo6MjPD094evri0aNGsHGxsZIn6hkM+V58ejRI1y7dg23b99GfHw80tLSYGdnBxcXF1SsWBGNGzdG3bp1jXbhp8T48ePx448/qtKffPIJZs+erajs8+Pq3LlzSExMhBAClStXRqNGjeDn58djiiR5eXm4evUqLl26hKSkJDx58gT29vZwdXVFrVq14OfnV+BNQGPr2bMndu/erUqvWLECo0aNUlQ2JycHZ86cwaVLl/Dw4UPY2NjA09MTzZo1Q9OmTU3VZNLBmL+b4eHhBd4QHTlyJFatWmWUekJDQxEWFmaUfeVXo0YNKchZ2OcpqpycHKxZswbLli3DuXPnkJubW2Bee3t7dOjQAUFBQRg6dCgqV65cYN7g4GBs2LBBlY6Li4OnpyeioqIwbdo0/Pnnn8jLy9MoV61aNbz//vt45513YG3NcbbGxv69fuLi4nDkyBHExsYiPT0dzs7OqF27Ntq1a8dBPyWUJfblzS0sLEzqM61cuRIjR45UpZ8+fYqjR4/i+vXrePLkCdzc3ODj44POnTujXLlyxdDiF4cpr1OfE0Lgxo0bOH/+PBITE/H48WPY2trC1dUV3t7e8Pf3h5ubm1HqKslSU1Nx5MgRREVF4fHjx3BwcED16tXRpk0beHt7G72+lJQUVKlSBWlpaQCAihUr4u7duyhbtqzR6yIiIiptGNAlIqISo0ePHtizZ48qrX5ThuhFVK9ePURGRqrSpgx4EZUWjx49wokTJxAXF4fExETk5OTAyckJHh4eqF+/PurVq2e0G4/x8fE4evQobt26haysLFUd7dq1e6EDKURExU1XQJeIjO+nn37CuHHjVOkpU6Zg4cKFxdgiIiKiF0fh81ARERFZiLy8PJw9e1ba1qhRo2JqDZF5JCUlISoqStrG456o6FxdXdGrVy+z1FW5cmUMHDjQLHURERERFaf8M2oBwNixY4upJURERC8ezu1FREQlwq5du5CUlKRKu7m5oUmTJsXYIiLTW79+vTRVq6+vr7ReHBERERERkSXYt28f/vnnH1W6S5cuaNCgQTG2iIiI6MXCgC4REVm8e/fu4Z133pG2vfrqq7CzsyumFhGZ3tWrVzFr1ixp29ChQ4upNURERERERNqlpaVhypQp0rb33nuvmFpDRET0YuKUy0REZHHOnTuHhw8fIikpCadOncLKlSvx+PFj1fv29vb44IMPirGFRMZ37NgxpKamIiEhAYcPH8bq1auRmZmpet/d3R1vvfVWMbaQiIiIiIjo2bVLRkYGMjMzERkZiR9++AE3b95Uvd+6dWsEBQUVYwuJiIhePAzoEhGRxZk6dSoOHTpU4Pvz5s1D7dq1zdgiItN7/fXXcefOHa3vlSlTBj/99BMqVKhg5lYRERERERHJCrt2sbW1xbJly8zcIiIiohcfp1wmIqISw83NDStWrMDEiROLuylEZlO1alVs27YNAwYMKO6mEBERERERFcjW1hYrVqxAs2bNirspRERELxw+oUtERBarfPnyqFixIho1aoRu3bph5MiRcHV1Le5mEZmUs7MzKlWqhBYtWqB79+4YNmwYHBwcirtZREREREREGuzs7FC1alV07twZ7777Lho3blzcTSIiInohWQkhRHE3goiIiIiIiIiIiIiIiIiINHHKZSIiIiIiIiIiIiIiIiIiC8WALhERERERERERERERERGRhWJAl4iIiIiIiIiIiIiIiIjIQjGgS0RERERERERERERERERkoRjQJSIiIiIiIiIiIiIiIiKyUAzoEhERERERERERERERERFZKAZ06f+1d69BWpb1H8C/y2k3KEOgZcUGUUBUnHCj1nSjMJ1moHE8cJjNaZypFzrOdELKmmZKrJwpQ+g0qZmOpqPOsJ6CDlMemDCxNE+NQGTCTuiWIOxyEHRZnv+LxufPw+7Cs+zCPunn84rfdV+H3/Ny58t13wAAAAAAAECFEugCAAAAAAAAVCiBLgAAAAAAAECFEugCAAAAAAAAVCiBLgAAAAAAAECFEugCAAAAAAAAVCiBLgAAAAAAAECFEugCAAAAAAAAVCiBLgAAAAAAAECFEugCAAAAAAAAVCiBLgAAAAAAAECFEugCAAAAAAAAVKghA90AAABAf5gwYUJaWloOOqe6ujrV1dUZPXp06urqMnny5EydOjWNjY1paGjI0KFDj1K3AAAAAOWpKhQKhYFuAgAAoK/KCXQPZuTIkbn44ovzhS98IWeccUY/dtY/Fi1alGuuuaZYP/roo5k5c+bANQQAAAAcFV65DAAAkKStrS233npr6uvrM2/evLz88ssD3RIAAACAVy4DAABvT4sXL860adNKxjo6OrJt27a0tbWlpaUlq1evzlNPPZXdu3eXzGtubs7KlSuzbNkyt2ABAACAASXQBQAA3pamT59eVhi7e/fu3HHHHfnhD3+YtWvXFse3bNmS2bNn57e//W0+/vGPH8FOAQAAAHrmlcsAAMA72rve9a5cdtllef7557NgwYKSZ7t37868efPS2to6QN0BAAAA73QCXQAAgCRDhgzJkiVLsmTJkpLxzZs356tf/eoAdQUAAAC803nlMgAAwH4WLFiQVatW5f777y+O3XXXXfnmN7+ZKVOmlLXHpk2b8sILL2TDhg1pb29PkowaNSrHH398zjrrrBx77LFHpPfD9fe//z3PPfdcNm/enPb29owaNSrjxo3LRz/60YwaNWqg2wMAAIB3NIEuAADAARYvXpwHH3ww+/btS5IUCoXcdNNNXW7vvmXv3r156KGH0tzcnIceeigtLS097l1VVZWPfOQjueqqq3LBBRekqqqqx7krV67MOeec0+2znsbfUigUDvp8586duf7663P77bdnw4YN3c4ZPHhwZsyYkW9/+9uZMWPGQfcDAAAAjgyvXAYAADjASSedlPPPP79k7IEHHuhxflNTU2bNmpVbbrnloGFu8t+gdfXq1bnooosyd+7c7Nq1q1967o0VK1Zk4sSJWbRoUY9hbpJ0dnZm5cqV+djHPpbLL788e/fuPYpdAgAAAIlAFwAAoFsXX3xxSb1hw4Yew9o9e/Z0GXvf+96X0047LWeeeWamTZuWMWPGdJlz33335YILLijeBD4afv7zn+fCCy/Mq6++WjI+fPjwnHrqqWloaMikSZMyaNCgLuvmzp17yJu/AAAAQP/yymUAAIBunHnmmV3GnnnmmZxwwgndzh8zZkzmz5+fT33qU2loaOg2wH3xxRdz6623ZunSpcUQ+OGHH86PfvSjLFiwoMv8adOm5Q9/+EOS5Je//GXuuOOO4rPFixdn2rRpvfpNDz/8cK644oqSAPn888/PwoUL09jYmCFD/v9PxK1bt+YXv/hFvvvd72bHjh1JkgcffDDXXXddvva1r/XqXAAAAODwVRX892oAAOBtYMKECSU3aB999NHMnDnzsPcrFAo55phjsnPnzuLY9ddfnyuvvLLL3NWrV6e+vj41NTVl7f3ss8/m3HPPzdatW5Mkxx9/fDZu3FgSqB5o0aJFueaaa4p1b39fW1tbTj311Pz73/9OkgwaNCg333xzPve5zx103Zo1azJz5sxs3rw5STJs2LC0tLSkrq6u7LMBAACAw+eVywAAAN2oqqrK6NGjS8ZaW1u7nXvWWWeVHeYmyRlnnJHrrruuWL/88sv5/e9/f3iNlunGG28shrlJcu211x4yzE2S0047LbfddluxfvPNN/PTn/70SLQIAAAAdEOgCwAA0IORI0eW1Pvf1u2rpqamDB48uFg//vjj/bb3gTo7O/OTn/ykWI8fPz4LFy4se/3s2bNTX19frO+9995+7Q8AAADomUAXAACgB+9+97tL6jfffLPf9h4xYkRqa2uL9TPPPNNvex/oueeeyyuvvFKsm5qaMnTo0F7t8clPfrL473Xr1mXLli391h8AAADQs54/0AQAAPAOt2PHjpK6urr6kGteeOGFNDc35+mnn86aNWuybdu2bN++PR0dHQdddyQD0lWrVpXUH/rQh3q9x/jx40vqtWvXZsaMGX3qCwAAADg0gS4AAEAP2tvbS+oDb+zu729/+1s+//nP549//ONhndXW1nZY68qxdu3aknr+/Pl93nPr1q193gMAAAA4NIEuAABANwqFQpdbs+PGjet27ooVKzJnzpw+vZL5jTfeOOy1h/Laa6/1+54Hht0AAADAkSHQBQAA6Ma6deuya9eukrGJEyd2mbd+/frMnTu3JMytqqpKQ0NDzj777Jx00kmpq6tLTU1NampqStZ+5jOfyX/+858j8wP2cyRu/+7bt6/f9wQAAAC6EugCAAB04y9/+UuXsfr6+i5jX//610tu1zY0NOT222/PKaeccsgzqqqq+tZkmYYPH15Sf+9738v06dP7tOfUqVP7tB4AAAAoj0AXAACgG83NzSX1pEmT8v73v79kbOfOnfn1r39drMeOHZvf/e53OfbYY8s6Y9u2bX1vtAxjxowpqU888cScd955R+VsAAAAoG8GDXQDAAAAleall17Kb37zm5Kxiy66qMu8p59+uuRVy5/+9KfLDnNffPHFI/rd3P2deOKJXc4GAAAA/jcIdAEAAA7wla98peQbsYMGDcpll13WZd6B37+dMmVK2Wc88sgjvepp0KDSP98KhULZa88555w+nQ0AAAAMHIEuAADAfpYuXZr777+/ZOzSSy/NpEmTusw9MFTd/7buwRQKhdxwww296mvEiBEl9euvv1722oaGhpKbw4888kjWrFnTq/MBAACAgSHQBQAASLJ3794sXLgwV155Zcl4XV1dvv/973e7pq6urqR+7LHHyjrrhhtuyLPPPtur/kaNGlVSb9iwoey1Q4cOzZe//OViXSgUcvnll6ejo6NXPQAAAABHn0AXAAB4R9uzZ09uvvnmfOADH8iSJUtKng0fPjzNzc2pra3tdu306dMzbNiwYn3ffffl8ccfP+h5K1as6BIal2Pq1Kkl9b333tur9V/60pcyduzYYv3YY49l7ty5aW9vL3uPXbt25cc//nFuueWWXp0NAAAAHL4hA90AAADAkfDXv/41e/fuLRnr6OhIW1tb2trasnHjxjzxxBN56qmnun198dixY9Pc3JzGxsYezxgxYkTmzJmTu+++O0nS2dmZWbNm5Qc/+EEuvfTS1NTUFOf+4x//yNKlS3PTTTdl3759qa2tTWdnZ1577bWyfk99fX3GjBmTLVu2JElWrlyZT3ziE5k/f37Gjx9fEiwnyXnnnVdSv/e9782yZcty7rnnFm/m/upXv8rUqVOzYMGCzJs3L+PHj+9y7r/+9a/8+c9/zgMPPJDly5dn+/btufrqq8vqGQAAAOi7qsKBH30CAAD4HzRhwoS0tLT0y15NTU1ZunRpl1cqd+ef//xnPvjBD2b79u0l4zU1NTn55JNTXV2d1tbWbNq0qfhs8ODBWb58ea644opizyeccEI2btx40LO+853v5Fvf+lZZv6GnP7D9j6kAAAMwSURBVPXuueeefPazn82ePXu6PDvuuONSW1ub6urqtLe359VXX822bdu6zLv66quzaNGisvoAAAAA+sYNXQAAgPz3G7Vz5szJF7/4xZx++ullr5s4cWKWLVuWOXPmZOfOncXxPXv25Pnnn+8yv6amJrfddltmzZrV6x6/8Y1vZP369bnzzjt7vfYtTU1NmTx5ci655JKsX7++5Flra2taW1sPun7w4MEZN27cYZ8PAAAA9I4bugAAwNtCOTd0hw0blpqamowePTp1dXWZPHlyTj/99DQ2NubDH/5whg4detjnr1u3LldddVWWL1/e7fMhQ4bkwgsvzLXXXpuTTz65S8/l3NB9y5/+9KfcfffdefLJJ/PSSy9lx44deeONN0rmHOpPvc7Oztx111352c9+lieffDKdnZ09zq2urk5jY2Nmz56dSy65JMcdd1xZfQIAAAB9J9AFAADoR62trVm1alU2bdqU119/Pcccc0wmTZqUs88+OyNHjhzo9rrV3t6eJ554Iq+88kq2bNmSjo6OvOc970ltbW1OOeWUTJkypeR7wAAAAMDRI9AFAAAAAAAAqFCDBroBAAAAAAAAALon0AUAAAAAAACoUAJdAAAAAAAAgAol0AUAAAAAAACoUAJdAAAAAAAAgAol0AUAAAAAAACoUAJdAAAAAAAAgAol0AUAAAAAAACoUAJdAAAAAAAAgAol0AUAAAAAAACoUAJdAAAAAAAAgAol0AUAAAAAAACoUAJdAAAAAAAAgAol0AUAAAAAAACoUAJdAAAAAAAAgAol0AUAAAAAAACoUAJdAAAAAAAAgAol0AUAAAAAAACoUAJdAAAAAAAAgAol0AUAAAAAAACoUAJdAAAAAAAAgAol0AUAAAAAAACoUAJdAAAAAAAAgAol0AUAAAAAAACoUAJdAAAAAAAAgAol0AUAAAAAAACoUAJdAAAAAAAAgAol0AUAAAAAAACoUAJdAAAAAAAAgAol0AUAAAAAAACoUAJdAAAAAAAAgAol0AUAAAAAAACoUAJdAAAAAAAAgAol0AUAAAAAAACoUAJdAAAAAAAAgAol0AUAAAAAAACoUP8HE2gYNvbrS70AAAAASUVORK5CYII=\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -1632,7 +1639,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAB3QAAARHCAYAAAALAFK0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAuIwAALiMBeKU/dgAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nOzdeZTVdf0/8NeFmWEbNkVARAYUFXEB0TSXWFLDjFz6SiJSoqKQaVammeYvwUrLlPyq+FXUBHJDxSX9uh7CPUPEHdkXWRRElmEYGGDu74+O9+udGWAGBu4HeDzO8Rxe7/teXtfAzuE5n/cnlU6n0wEAAAAAAABA4tTJdQMAAAAAAAAAVE2gCwAAAAAAAJBQAl0AAAAAAACAhBLoAgAAAAAAACSUQBcAAAAAAAAgoQS6AAAAAAAAAAkl0AUAAAAAAABIKIEuAAAAAAAAQEIJdAEAAAAAAAASSqALAAAAAAAAkFACXQAAAAAAAICEEugCAAAAAAAAJJRAFwAAAAAAACChBLoAAAAAAAAACSXQBQAAAAAAAEgogS4AAAAAAABAQgl0AQAAAAAAABJKoAsAAAAAAACQUAJdAAAAAAAAgIQS6AIAAAAAAAAklEAXAAAAAAAAIKEEugAAAAAAAAAJJdAFAAAAAAAASCiBLgAAAAAAAEBCCXQBAAAAAAAAEkqgCwAAAAAAAJBQebluADZn+fLl8fLLL2fqvffeO+rVq5fDjgAAAAAAqGjt2rXx6aefZuoePXpEs2bNctgRwM5BoEvivfzyy3Haaaflug0AAAAAAGrgiSeeiFNPPTXXbQDs8Fy5DAAAAAAAAJBQAl0AAAAAAACAhHLlMom39957Z9VPPPFEdOzYMUfdAAAAAABQlRkzZmS9Pq/i3+0CsGUEuiRevXr1suqOHTvGQQcdlKNuAAAAAACojop/twvAlnHlMgAAAAAAAEBCCXQBAAAAAAAAEkqgCwAAAAAAAJBQAl0AAAAAAACAhBLoAgAAAAAAACSUQBcAAAAAAAAgoQS6AAAAAAAAAAkl0AUAAAAAAABIKIEuAAAAAAAAQEIJdAEAAAAAAAASSqALAAAAAAAAkFACXQAAAAAAAICEEugCAAAAAAAAJJRAFwAAAAAAACCh8nLdAAAAAAAAALUnnU5HeXl5pNPpXLcCO5RUKhV16tSJVCqV61ayCHQBAAAAAAB2YOl0OtasWRPFxcVRXFwcZWVluW4Jdmh169aNRo0aRePGjaNRo0ZRt27dnPYj0AUAAAAAANhBrV69OhYuXBjr1q3LdSuw09iwYUOsXLkyVq5cGRERjRs3jj333DNnwa536AIAAAAAAOyAVq9eHfPmzRPmwjZWXFwcc+fOzdmfNYEuAAAAAADADuarMNd7cmH7WLt2bcyZMyfWrl273c925TIAAAAAAMAOJJ1Ox8KFCyuFufn5+dGkSZMoLCyM/Pz8SKVSOeoQdkzpdDo2bNgQpaWlUVxcHKtXr876c7Z+/fr4/PPPo127dtu1L4HuLqa4uDhef/31mDZtWqxcuTIaNGgQRUVFccwxx0SbNm1y3R4AAAAAALAZa9asqXT1a+PGjWOvvfYS4sJWys/Pj/r160fz5s2jrKwsPv300ygrK8t8XlJSEuvWrYv8/Pzt1pNAdzsbOHBgjBo1qlb2Kioqijlz5lRr7uzZs+P//b//F2PHjs36TfeVVCoVPXr0iKFDh0b37t1rpT8AAAAAAKD2FRcXZ9X5+fnCXNgGCgoKoqioKGbOnBnl5eWZ8RUrVkSLFi22Wx/eobsDKygoqNa8sWPHxsEHHxx///vfqwxzI/7zCPmECROiZ8+eceWVV7pzHwAAAAAAEqpioNukSRNhLmwjeXl50aRJk6yxFStWbNceBLo7sD59+mx2ziOPPBJnnXVWrF69Omt8jz32iG7dukXbtm2z/iOfTqfjT3/6U/zyl7+s9X4BAAAAAICtk06nKz28VVhYmKNuYNdQMdBdt27ddn040pXL29kVV1wRAwYMqPG66dOnx0UXXZQ1NnDgwE2umTlzZpx77rlZj4B36dIlhg8fHr169cqMTZ06Na666qoYN25cZuyvf/1rfOtb34of/OAHNe4VAAAAAADYNr7+d/5f2Z7v8oRdUcU/Y+l0OtLp9HZ7Ml6gu5117tw5OnfuXON148ePz6oPO+ywOPTQQze55pprromSkpJM/Y1vfCNeeumlSj9FcMABB8Sjjz4aQ4YMibvuuiszfsUVV8Qpp5wSeXl+mwAAAAAAQBJU9VSg65Zh26pTp/Klx+Xl5VWOb5Pzt8spbJXy8vIYM2ZM1tjmns796KOP4uGHH87UBQUFMWrUqEph7ldSqVTccsstsd9++2XGZs6cGX/729+2vHEAAAAAAABgqwh0dwAvvfRSzJ8/P1Pn5+dH//79N7nm3nvvzbp2oV+/fnHggQduck39+vXjyiuvzBq7++67t6BjAAAAAAAAoDYIdHcAo0aNyqr79OkTLVq02OSap556Kqs+//zzq3XWmWeeGY0aNcrUEydOjIULF1azUwAAAAAAAKA2CXQTbuXKlfH4449njW3uuuWpU6fGjBkzMnWjRo3imGOOqdZ5Feem0+l45plnqt8wAAAAAAAAUGsEugk3duzYKC0tzdQtW7aMk08+eZNr3n333az6yCOPjLy8vGqfeeyxx25yPwAAAAAAAGD7EOgm3H333ZdVn3322ZsNZ6dMmZJVd+7cuUZnVpxfcT8AAAAAAABg+xDoJtiMGTPi9ddfzxo799xzN7tu6tSpWfXee+9do3Mrzq+4HwAAAAAAALB9CHQTbNSoUVl1t27d4pBDDtnsusWLF2fVbdu2rdG5e+21V1a9ZMmSGq0HAAAAAAAAakf1X6zKdpVOp2P06NFZYwMHDqzW2lWrVmXVjRo1qtHZFeevW7cu1q5dG/Xq1avRPlVZvHhxjQPiGTNmbPW5AAAAAAAAsCMS6CbU+PHjY968eZm6oKAg+vfvX621FQPd+vXr1+jsBg0aVLlnbQS6I0aMiKFDh271PgAAAAAAALArcOVyQlW8brlPnz6x++67V2vtmjVrsuqCgoIanV1VcFtaWlqjPQAAAAAAAICtJ9BNoFWrVsW4ceOyxqp73XJE5Sdyy8rKanT+2rVrN7snAAAAAAAAsO25cjmBHnnkkSgpKcnUrVq1iu9+97vVXl9YWJhVV3xid3Oqehq34p5b6qKLLoq+ffvWaM2MGTPitNNOq5XzAQAAAAAAYEci0E2g++67L6s+++yzIy+v+v9TVQxfvx4OV0fF+Xl5ebX2hG7Lli2jZcuWtbIXAAAAAAAA7OxcuZwws2bNildffTVrrCbXLUdEpcB0/vz5NVq/YMGCrHqPPfao0XoAAAAAAACgdgh0E2b06NGRTqczdbdu3eKQQw6p0R4HHHBAVj1v3rwara84v1OnTjVaDwAAAAAAANQOgW6CpNPpGD16dNbYueeeW+N9KgawH3/8cY3WT5kyZZP7AQAAAAAAANuHd+gmyMsvvxyzZ8/O1AUFBdG/f/8a79O1a9eseuLEibF+/fpqv4f39ddf3+R+AAAAAAAA7Bzee++9ePvtt2Px4sVRr169aN26dRxzzDHRvn37rdq3vLw8/v3vf8f06dNj8eLFsWHDhmjZsmV06NAhjjnmmMjPz6+dL7ALEOgmyKhRo7Lq73//+7HbbrvVeJ9OnTrFvvvuGzNnzoyIiJKSknjjjTeie/fum11bUlISb775ZqZOpVLRp0+fGvcAAAAAAABAbk2YMCF69eqVqX/3u9/FtddeGxERDz74YAwdOjSmTp1a5dqjjjoq/vKXv8Rxxx1XozMXL14cw4YNi4ceeiiWLl1a5ZzGjRvH6aefHsOGDYuioqIa7b8rcuVyQpSUlMSjjz6aNTZw4MAt3u+UU07Jqu+5555qrXv44Ydj1apVmfqII46INm3abHEfAAAAAAAAJEdZWVkMGDAg+vfvv9EwNyLirbfeip49e8Z9991X7b3Hjh0bHTt2jNtvv32jYW5ERHFxcYwePToOOOCAuP3222vS/i5JoJsQjz32WFaQ2rp16zjppJO2eL/zzjsvUqlUpn7ooYcqvRu3ojVr1sQNN9yQNXb++edvcQ8AAAAAAAAkyznnnBP3339/pm7evHkceuih0a1bt2jWrFnW3A0bNsSgQYNi4sSJm9135MiRcdZZZ0VxcXHWeGFhYRx00EHRtWvXSvuvXbs2Lr744hg2bNhWfKOdn0A3ISr+dMPZZ59d7XfeVuXggw+OH/7wh5m6rKwszjnnnFi5cmWV89PpdPz85z+P6dOnZ8b22WefOO+887a4BwAAAAAAAJJjzJgx8dBDD0VExEknnRRvvvlmLF26NN57772YNGlSfPHFF/H4449n3d66YcOGuPjiize57zvvvBM//elPo7y8PDPWrl27GDt2bHzxxRfx4YcfxuTJk+OLL76I5557Lg466KCs9b/73e/i2WefrcVvunPxDt0EmDt3bkyYMCFrbGuuW/7K73//+/jHP/4Rq1evjoiIiRMnRvfu3eOvf/1r9OzZMzNv2rRp8Zvf/CbGjRuXtf6GG27wQmoAAAAAANhJrN9QHotWrMl1G7uEPZvWj7y6yXuuctasWRERcc0111T5VGzdunXjtNNOi86dO8dhhx2WyZj+/e9/x3vvvRddunSptCadTsfAgQNj3bp1mbEuXbrEhAkTKj2RW7du3ejdu3f07NkzTj755Bg/fnzms/PPPz9mzpwZDRo0qJXvujMR6CbA6NGjI51OZ+rDDz88Dj744K3et2PHjnHPPfdE//79M/u/99570atXr9hjjz2iXbt2sXjx4pg/f37W+RERl1xySfTt23erewAAAAAAAJJh0Yo18a0//zPXbewSXr2iV+y9W8Nct1GlU089dbNXHO+///5xySWXxJ/+9KfM2LPPPltloPviiy/GBx98kKkbNmwYTz31VKUw9+vq1asX48aNi06dOsVnn30WERGLFi2KBx54wOtAq5C8Hw3YBY0aNSqrro2nc7/Sr1+/uP/++yv9NMOSJUti0qRJ8emnn1YKc3/1q1/FLbfcUms9AAAAAAAAkAx//OMfqzXvzDPPzKrfeeedKufdfffdWfUvfvGLaNeu3Wb3b9q0aVx77bVZY3fddVe1etvVCHRz7LXXXouZM2dm6oKCgujfv3+tnnHWWWfFhx9+GP3799/kFcrdu3ePCRMmxI033hipVKpWewAAAAAAACC3DjnkkOjcuXO15h588MGRl/d/l/1++umnVc575ZVXsupzzz232v2cddZZWQ8lTpo0KXPNM//Hlcs5dtxxx1V6QnZb2GeffeL++++PO+64I1577bWYPn16FBcXR/369aNdu3Zx7LHHxl577bXN+wAAAAAAACA3jjjiiGrPzc/Pj2bNmsUXX3wRERErVqyoNGfOnDnx+eefZ+qioqLYd999q31GkyZN4ogjjohXX301IiI2bNgQEydOjB49elR7j12BQHcX06RJkzj55JNz3QYAAAAAAADbWcuWLWs0v1GjRplAt7S0tNLnc+fOzaoPPfTQGvfUpUuXTKAbETFv3rwa77Gzc+UyAAAAAAAA7ALq16+/xWurunF22bJlWXWLFi1qvG/FNRX3xBO6AAAAAAAAu4Q9m9aPV6/oles2dgl7Nt3y4HRHsmrVqqy6UaNGNd6j4pri4uKt6mlnJNAFAAAAAADYBeTVrRN779Yw122wEyksLMyqS0pKarxHxTWNGzfeqp52Rq5cBgAAAAAAAGqsefPmWfXSpUtrvMdX7+jd2J4IdAEAAAAAAIAtUFRUlFW/9957Nd6j4pqKeyLQBQAAAAAAALZA+/bto1WrVpl67ty5MWvWrGqvLy4ujrfffjtT5+XlxRFHHFGrPe4MBLoAAAAAAADAFunRo0dWfd9991V77YMPPhilpaWZ+ogjjoiGDb3nuSKBLgAAAAAAALBFBg0alFXffPPNMX/+/M2uW7lyZVx77bVZYxdccEFttrbTEOgCAAAAAAAAW+SEE06IQw89NFOXlJTEqaeeGitWrNjomrKysujbt28sWrQoM7bnnntG//79t2mvOyqBLgAAAAAAALBFUqlU/O1vf4v8/PzM2DvvvBNdu3aNxx57LMrKyjLj5eXl8eKLL8YRRxwRL7zwQtY+9957b9SvX3+79b0jyct1AwAAAAAAAMCOq1u3bnH77bfHkCFDory8PCIi5syZE2eccUY0btw42rdvH3Xr1o25c+fGsmXLKq0fOnRonHTSSdu77R2GQBcAAAAAAADYKhdccEE0bdo0Bg0aFMXFxZnx4uLi+OCDD6pcU69evbjpppvipz/96fZqc4fkymUAAAAAAABgq/3whz+MGTNmxE9/+tPYbbfdNjqvcePG8eMf/zg++eQTYW41eEIXAAAAAAAAdkI9e/aMdDq9xevnzJlT4zUtW7aM2267LW655Zb497//HdOnT4/FixdHeXl57LHHHrHPPvvEMccck/XOXTZNoAsAAAAAAADUqrp168bRRx8dRx99dK5b2eG5chkAAAAAAAAgoQS6AAAAAAAAAAnlymUAAAAA2FWtWxOx6vNcdwE7vyZ7RdT11/EAbBn/DwIAAAAAu5qy1RFP/jRi6v9GrF+T625g53fp+xHNi3LdBQA7KIEuAAAAAOxqnvxpxEfjct0FAADV4B26AAAAALArWbfmP0/mAgCwQxDoAgAAAMCuZNXnrlkGANiBCHQBAAAAAAAAEkqgCwAAAAAAAJBQebluAAAAAABIiHOfi2jSJtddwM6nyV657gCAHZhAFwAAAAD4jyZtIpoX5boLAAC+xpXLAAAAAAAAAAkl0AUAAAAAAABIKIEuAAAAAAAAQEIJdAEAAAAAAAASSqALAAAAAAAAkFACXQAAAAAAAICEEugCAAAAAAAAJJRAFwAAAAAAACChBLoAAAAAAAAACSXQBQAAAAAAAEgogS4AAAAAAABAQgl0AQAAAAAAABJKoAsAAAAAAACQUAJdAAAAAAAAgIQS6AIAAAAAAAAklEAXAAAAAAAAIKEEugAAAAAAAAAJJdAFAAAAAAAASCiBLgAAAAAAAEBCCXQBAAAAAAAAEkqgCwAAAAAAAJBQAl0AAAAAAACAhBLoAgAAAAAAACSUQBcAAAAAAAAgoQS6AAAAAAAAAAkl0AUAAAAAAABIqLxcNwAAAAAAAADsHMrKyuJf//pXzJkzJ5YsWRLl5eWxxx57xH777Rff/OY3o27dulu897p16+KDDz6IDz/8MJYuXRolJSVRr169aNy4cRQVFcX+++8f++67by1+m2QQ6AIAAAAAAMBOYsiQIXHnnXdm6vvvvz/69+9f4326desWkydPztQff/xxHHjggRud/+GHH8awYcPi2WefjVWrVlU5p1mzZjFgwIC45ppromXLltXu5bPPPovf//738cADD8SyZcs2ObdFixbx7W9/O84777zo3bt3tc9IMlcuAwAAAAAAwE5i8ODBWfXdd99d4z0mTZqUFeYed9xxGw1z169fH5dcckl06dIlHnnkkY2GuRERy5cvj9tuuy06duwYzzzzTLV6efHFF6NTp05x++23bzbMjYj44osvYuzYsXHddddVa/8dgUAXAAAAAAAAdhKHHXZYHHnkkZl6woQJMWPGjBrtMXLkyKz6ggsuqHLe6tWro0+fPnHbbbdFeXl51metW7eOrl27Rrdu3So9jVtcXBynnnpqPPLII5vs46OPPorvf//7sWLFiqzxevXqxQEHHBBHHnlkHH744dGxY8fIz8+v7tfb4Qh0AQAAAAAAYCfy9ad00+l0jZ7SLSkpiQcffDBTN2vWLPr27Vvl3J/85Cfx/PPPZ+rCwsK45pprYtasWbFo0aKYPHlyTJo0KT7//PN4991344wzzsjM3bBhQ5x//vmbDJuvuOKKWLt2babu2rVrPP3007Fy5cr45JNP4q233oq33347pk+fHiUlJfHOO+/EH/7whzjkkEOq/X13BN6hCwAAAAAAsCvYsD5i5YJcd7FraLJXRN3cxXD9+vWLX/7yl5knW++777647rrrqvUU69ixY2PlypWZ+uyzz44GDRpUmvfwww/H6NGjM/W+++4bzz//fOy7775V7vvVlcw33nhjXHHFFRHxnyd1L7vssnjyyScrzV+xYkW88MILmbpTp07xxhtvVNlLRER+fn4cdthhcdhhh8VVV10Vn3zyyWa/645CoAsAAAAAALArWLkg4pZDc93FruHS9yOaF+Xs+IYNG8aPfvSjuO222yIi4vPPP49//OMf8YMf/GCza6tz3XI6nY5rr70267xNhblfd/nll8fEiRMz1y3/4x//iGnTpsX++++fNW/27Nmxfv36TD1w4MCNhrlV6dSpU7XnJp0rlwEAAAAAAGAnM2TIkKy6YlBblY8++ijefPPNTP2Nb3wjunTpUmne888/n/UE7KWXXlqtMPcrv/3tbzO/TqfT8fjjj1eaU1pamlXvzO/I3RyBLgAAAAAAAOxkDjrooDj22GMz9QsvvBDz5s3b5JqK79qt6unciIj//d//zap/9KMf1ai3Qw89NFq3bp2pX3311Upz2rRpk1WPHTs21q1bV6NzdhYCXQAAAAAAANgJff0p3fLy8rjnnns2Onft2rUxZsyYTF1YWBhnnXVWlXO/HsA2atRoi6433nvvvTO/njJlSqXPi4qKYr/99svUb731Vpx00knxxhtv1PisHZ1AFwAAAAAAAHZCffv2jd133z1T33vvvVFeXl7l3HHjxsXSpUszdb9+/aKwsLDKuV8PYEtKSqJOnTqRSqVq9M/EiRMze3z55ZdVnvP19/RGRIwfPz6OPfbY6NChQwwZMiQefPDBmDt37mb/PezoBLoAAAAAAACwE6pXr16cc845mXr+/Pnx3HPPVTm3utctl5SUxNq1a2uvyYhYsWJFleP9+/eP6667LlKpVNb4nDlz4s4774z+/ftH+/bto3379nHhhRfG+PHjI51O12pvSZCX6wYAAAAAAADYDprsFXHp+7nuYtfQZK9cd5AxePDguPnmmzP1yJEj4+STT86aM3PmzPjnP/+ZqQ899NA48sgjq9xv+fLltd7jpkLY3/72t3HiiSfGsGHD4vnnn48NGzZUmjN37twYOXJkjBw5Mg4++OC4+eab48QTT6z1PnNFoAsAAAAAALArqJsX0bwo112wne2///7Rq1evTGD79NNPx2effRatW7fOzLn77ruzQtWNPZ0bEdGwYcOserfddouHH364lrvOdtRRR8UzzzwTixYtihdeeCEmTJgQr7zySsyaNavS3A8//DB69+4dN910U/ziF7/Ypn1tLwJdAAAAAAAA2IkNGTIkE+iuX78+/va3v8VvfvObTH3fffdl5jZo0CAGDBiw0b2aNWsWeXl5sX79+oiIKC0tjRNOOGHbNf81e+65Z5xzzjmZa6QXLlwY48ePjyeeeCKeeuqpWLduXUT854nfyy67LI4++uj45je/uV1625a8QxcAAAAAAAB2Yqeffnq0bNkyU3/9idyvntj9St++faNZs2Yb3SuVSkVR0f896V1aWhoLFy7cBl1vXps2bWLAgAHx6KOPxvTp0+Mb3/hG5rN0Oh3Dhw/PSV+1TaALAAAAAAAAO7H8/Pw477zzMvWsWbNi/PjxEfGfd+p+3aauW/5Kr169suqv9sqloqKieOCBB7LGXnvttRx1U7sEugAAAAAAALCTu/DCCyOVSmXqkSNHxvz58+P555/PjHXq1CmOO+64ze510kknZdW33XZb7TW6FTp27BitWrXK1F988UUOu6k9Al0AAAAAAADYyXXo0CG+853vZOrHH388/vznP8eGDRsyY9V5Ojci4rTTTouOHTtm6rfeeivuuOOO2mt2C5WVlcXKlSszdfPmzXPYTe0R6AIAAAAAAMAuYMiQIZlfl5WVxa233pqpCwoK4sc//nG19qlbt25cd911WWOXXnpppeubN2fatGlx4YUXxoIFCyp99sADD8T1118fy5Ytq/Z+t99+e5SWlmbqww8/vEb9JJVAFwAAAAAAAHYBffr0iTZt2lT52emnnx4tWrSo9l79+vWLwYMHZ+p169bFhRdeGMcff3w8/fTTUVJSUmnNunXr4r333ou//vWv8a1vfSs6deoUI0eOjHXr1lWau3jx4rjqqquibdu2ccYZZ8SDDz4Yc+fOrbKXadOmxcUXXxyXXXZZ1nh1nzhOurxcNwAAAAAAAABse3l5eTFo0KAYNmxYpc+2JPy89dZbY9myZTF27NjM2Pjx42P8+PGRl5cXRUVFsdtuu8X69etj+fLlsWDBgigrK6vRGatXr47HHnssHnvssYiIaNasWbRu3TqaNWsWZWVl8emnn8aSJUsqrevXr1+cdtppNf5OSSTQBQAAAAAAgF3EoEGD4g9/+EPWu3P32Wef+Pa3v13jvfLz8+Phhx+Oww8/PK699tqs647Xr18fM2fOjJkzZ25yjxYtWkSDBg2qfeby5ctj+fLlm5xzwQUXxIgRI6q9Z9K5chkAAAAAAAB2EXvvvXeccMIJWWODBg2KVCq1xXteccUVMXv27PjVr34V7dq12+z81q1bx4ABA2LcuHGxcOHCaNWqVaU5gwcPjieffDIGDRoUHTt23Oye9erVi9NPPz1effXVuOuuuyIvb+d5rnXn+SYAAAAAAADAJqXT6fjkk08ydV5eXpx77rlbvW+rVq3ixhtvjBtvvDFmzJgR7777bixZsiSWLVsWeXl50bRp02jXrl0ceOCB0b59+83u16BBgzjllFPilFNOiYiIJUuWxMcffxyzZs2KL7/8MlavXh0NGzaM5s2bR6dOnaJLly7RqFGjrf4eSSTQBQAAAAAAgF3Eiy++GHPnzs3Uffr0idatW9fqGR07dqzWU7U1sccee0SPHj2iR48etbrvjsCVywAAAAAAALCLuPPOO7PqwYMH56gTqkugCwAAAAAAALuAadOmxRNPPJGpO3bsGL17985hR1SHQBcAAAAAAAB2chs2bIiLLrooysvLM2M///nPI5VK5bArqsM7dAEAAAAAAGAnM2nSpFi2bFmsX78+Zs+eHXHPYkQAACAASURBVHfddVe8++67mc/btWsXgwYNymGHVJdAFwAAAAAAAHYyl112Wbz88ssb/XzEiBFRr1697dgRW8qVywAAAAAAALCLSKVSccMNN8T3vve9XLdCNXlCFwAAAAAAAHZieXl50apVqzj22GPjZz/7WRx77LG5bokaEOgm1NSpU+O9996L+fPnx+rVq6NBgwbRqlWr2H///aNLly5b9Qj8mjVr4o033ohPPvkkli1bFgUFBdG2bds46qijYp999qnFbwEAAAAAAEAuTJgwIdctUEsEuglSXFwct956a9x9990xe/bsjc4rKCiII488Ms4444y49NJLq73/kiVLYujQoXHfffdFSUlJlXMOP/zwuOaaa+LUU0+tcf8AAAAAAABA7fIO3YR4+umnY7/99ourr756k2FuRERZWVm89tprcf3111d7/wkTJkTnzp3j9ttv32iYGxExadKkOO200+Kcc86JsrKyau8PAAAAAAAA1D5P6CbA8OHD47LLLot0Op01Xr9+/WjTpk20aNEiSktLY9GiRfHFF1/UeP/XXnstTj755CgtLc0ab9asWXTo0CGWLVsWn376aWzYsCHz2ejRo2PVqlXx6KOPRiqV2rIvBgAAAAAAAGwVT+jm2D333BO//OUvs8Lc7373u/Hss8/G8uXLY+bMmfHWW2/F+++/H0uWLIkFCxbEmDFj4r/+67+ioKBgs/svW7YszjzzzKwwt6ioKJ544on48ssv45133onZs2fHnDlzYvDgwVlrx40bF8OHD6+9LwsAAAAAAADUiCd0c2jGjBlx8cUXZ+r8/PwYNWpUnHXWWRtd06ZNmxgwYEAMGDAgli1bttkzbrzxxli4cGGm7tChQ7z22mvRpk2brHlt27aN//mf/4l27drF1VdfnRkfNmxYnHvuudG8efOafDUAAAAAAACgFnhCN4cuvPDCWLNmTaa+//77NxnmVrS5kHXJkiVx6623Zo2NHDmyUpj7db/5zW+ie/fumXrFihXxl7/8pdo9AQAAAAAAALVHoJsjTz75ZPzzn//M1H379o2+ffvW6hkPPfRQrFq1KlN37949jj/++E2uSaVS8bvf/S5r7N577630fl8AAAAAAABg2xPo5shdd92VVVcMUWvDk08+mVWff/751VrXq1ev6NChQ6b+7LPP4l//+let9gYAAAAAANRcKpWqNOahLNi2ysvLK43VqbP9YlaBbg4sWLAgnn/++UzdtWvXOOigg2r1jFWrVsUrr7ySNfad73ynWmtTqVSccMIJWWNPP/10rfUGAAAAAABsmapCpHXr1uWgE9h1VPwzlkqlqvzhim1FoJsDzz33XGzYsCFT9+rVq9bP+Oijj7J+c3Xo0CFat25d7fXHHntsVv3uu+/WWm8AAAAAAMCWSaVSUVBQkDX29dcvArVv5cqVWXV+fr5Ad2c3ceLErLpLly6ZX0+ePDl+9rOfRZcuXaJ58+bRsGHDaN++fZx44onxl7/8JRYsWFCtM6ZMmZJVd+7cuUY9VpxfcT8AAAAAACA3GjdunFWvXLnStcuwjaxfv75SoNu0adPt2oNANwcqBrr77LNPrFq1Ks4///zo1q1b3HrrrfH+++/H8uXLo7S0NObOnRsvvfRSXH755bHffvvFVVddtdnrE6ZOnZpV77333jXqseL8uXPnxpo1a2q0BwAAAAAAUPsqBrrr1q2LBQsWCHWhlpWVlcXcuXMrvUN3ewe6edv1NCIiYsaMGVl1nTp1onv37jF58uTNri0tLY3rr78+Jk6cGOPGjav0H+2vLF68OKtu27ZtjXps1apV5OXlxfr16yPiPy97Xrp0aey111412qeqvpYsWVKjNRX/fQEAAAAAwK6sfv36kZ+fn/XwV3FxccycOTOaNGkShYWFkZeXV+X7doGNS6fTsWHDhli9enWsWrUqVq9eXekHJRo1ahT5+fnbtS+B7nZWXl4excXFWWM/+9nPMmFuKpWKPn36xMknnxxt27aNkpKSmDx5cowZMyYWLlyYWfPSSy/FwIED47HHHqvynIr35Tdq1KhGfaZSqWjQoEFWr7VxB/+IESNi6NChW70PAAAAAADsqlKpVLRp0ybmzZuXFTatW7culi5dGkuXLs1hd7Dzys/Pj1atWm33c/1oxna2YsWKSkn+O++8ExERu+++e7z88svx1FNPxZAhQ6JPnz5x5plnxg033BBTp06N/v37Z60bN25cjB49uspzKoav9evXr3GvDRo02OSeAAAAAABAbjRs2DDatWsXqVQq163ALqFevXpRVFQU9erV2+5nC3S3s42FonXr1o1nnnkmvvWtb1X5eWFhYYwZMya+853vZI3/8Y9/rPJO/Irvuy0oKKhxrxV/Q5aWltZ4DwAAAAAAYNv4KtTd3te/wq6mcePGUVRUlLM/a65c3s429qTsoEGD4qijjtrk2jp16sQdd9wR++23X+bly1OnTo2XX345evbsuclzysrKatzr2rVrN7nnlrjooouib9++NVozY8aMOO2007b6bAAAAAAA2Nk0bNgw9t1331i7dm2sXLkyiouLtygTAP5P3bp1o7CwMAoLC6NRo0ZRt27dnPYj0N3OCgsLqxy/4IILqrV+n332iRNOOCFeeOGFzFhVgW7Fcyo+sVsdFZ/I3VjvNdGyZcto2bLlVu8DAAAAAAD8RyqVivr160f9+vWjZcuWkU6no7y8vMobPoGNS6VSUadOncRdZS7Q3c4aNGgQdevWjQ0bNmTGGjduHIcddli19+jRo0dWoPv2229XmlMxfC0pKalRn+l0epsEugAAAAAAwLaVSqVy/kQhUHu8QzcHKj6h2rFjx6hTp/r/UxxwwAFZ9eLFizd7xvz582vQYcTnn38e69evz9R16tSJFi1a1GgPAAAAAAAAYOsIdHPgwAMPzKqbNGlSo/UV5y9btqzSnIqh77x582p0RsX5RUVFtfIOXQAAAAAAAKD6BLo50Llz56x67dq1NVpf8X24DRs2rDSnU6dOWfXHH39cozOmTJmyyf0AAAAAAACAbU+gmwPdunXLqj///PMara94xfLuu+9eac5BBx0U+fn5mXrOnDmxaNGiap/x+uuvZ9Vdu3atUY8AAAAAAADA1hPo5sD3vve9rHfmzp49O7788stqr580aVJWXfF65YiIxo0bR/fu3bPGXnzxxWrtn06n46WXXsoa+/73v1/t/gAAAAAAAIDaIdDNgZYtW8axxx6bNTZu3LhqrV2/fn08/vjjWWM9e/ascu4pp5ySVd9zzz3VOuOf//xnzJ49O1O3atUqjjrqqGqtBQAAAAAAAGqPQDdHBg8enFXfeOON1XqX7siRI+Ozzz7L1E2aNInevXtXObdfv37RqFGjTP3KK6/E+PHjN7l/Op2OoUOHZo2de+65WU8UAwAAAAAAANuHlC5HzjrrrDjkkEMy9bRp02Lw4MFRXl6+0TVvvfVWXHHFFVljF110UTRt2rTK+S1btoyLL744a2zQoEGxcOHCjZ5x/fXXxyuvvJKpmzZtGpdffvkmvwsAAAAAAACwbQh0c6ROnToxfPjwSKVSmbFRo0ZF7969K70jd8WKFXHzzTfHCSecEKtWrcqM77///nHVVVdt8pwrrrgiWrdunalnz54dxxxzTDz11FORTqcz4/Pnz48hQ4bE1VdfnbX+6quvjt12222LviMAAAAAAACwdfJy3cCu7Pjjj4/rr78+rrzyyszYSy+9FEcccUS0bt062rZtGyUlJTFz5swoKyvLWrv77rvHo48+Go0bN97kGbvttls8/PDD0bt371izZk1ERMydOzdOPfXUaNasWXTo0CGWL18e8+bNiw0bNmStPfXUU+NXv/pVLX1bAAAAAAAAoKY8oZtjv/71r+O///u/Iz8/P2v8s88+i7fffjumTJlSKcw94IAD4s0338y6snlTunfvHs8880ylJ22XL18ekydPjtmzZ1cKc/v37x8PP/xw1hPEAAAAAAAAwPYl0E2ASy65JN5///0488wzKwW7X9ehQ4e45ZZb4v3334/99tuvRmd8+9vfjo8//jh+8pOfRMOGDTc677DDDovHHnss7r///qhXr16NzgAAAAAAAABqlyuXE6JTp07x0EMPxcqVK+ONN96I6dOnx4oVK6KwsDBatWoV3bp1iwMOOGCrzmjVqlWMGDEibrrppnjjjTdiypQpsXz58igoKIi99torjjrqqOjYsWMtfSMAAAAAAABgawl0E6ZJkyZx0kknxUknnbTNzmjQoEEcf/zxcfzxx2+zMwAAAAAAAICt58plAAAAAAAAgIQS6AIAAAAAAAAklEAXAAAAAAAAIKEEugAAAAAAAAAJJdAFAAAAAAAASCiBLgAAAAAAAEBCCXQBAAAAAAAAEkqgCwAAAAAAAJBQAl0AAAAAAACAhBLoAgAAAAAAACSUQBcAAAAAAAAgoQS6AAAAAAAAAAkl0AUAAAAAAABIKIEuAAAAAAAAQEIJdAEAAAAAAAASSqALAAAAAAAAkFACXQAAAAAAAICEEugCAAAAAAAAJJRAFwAAAAAAACChBLoAAAAAAAAACSXQBQAAAAAAAEgogS4AAAAAAABAQgl0AQAAAAAAABJKoAsAAAAAAACQUAJdAAAAAAAAgIQS6AIAAAAAAAAklEAXAAAAAAAAIKEEugAAAAAAAAAJJdAFAAAAAAAASCiBLgAAAAAAAEBCCXQBAAAAAAAAEkqgCwAAAAAAAJBQAl0AAAAAAACAhBLoAgAAAAAAACSUQBcAAAAAAAAgoQS6AAAAAAAAAAkl0AUAAAAAAABIKIEuAAAAAAAAQEIJdAEAAAAAAAASSqALAAAAAAAAkFACXQAAAAAAAICEEugCAAAAAAAAJJRAFwAAAAAAACChBLoAAAAAAAAACSXQBQAAAAAAAEgogS4AAAAAAABAQgl0AQAAAAAAABJKoAsAAAAAAACQUAJdAAAAAAAAgIQS6AIAAAAAAAAklEAXAAAAAAAAIKEEugAAAAAAAAAJJdAFAAAAAAAASCiBLgAAAAAAAEBCCXQBAAAAAAAAEkqgCwAAAAAAAJBQAl0AAAAAAACAhBLoAgAAAAAAACSUQBcAAAAAAAAgoQS6AAAAAAAAAAkl0AUAAAAAAABIKIEuAAAAAAAAQEIJdAEAAAAAAAASKi/XDVTX+vXrY8qUKTFnzpz49NNPY8WKFVFSUhIREY0aNYqmTZtGu3bton379tGpU6fIy9thvhoAAAAAAABAlRKbepaVlcUrr7wSzz33XLzyyivxwQcfRFlZWbXWFhQUxCGHHBLdu3eP3r17R48ePaKgoGAbdwwAAAAAAABQuxIX6I4fPz7+/ve/x7hx46K4uDgiItLpdJVzU6lUlZ+vXbs23n777Zg0aVIMHz48CgsL4/TTT48BAwbECSecsG2/AAAAAAAAAEAtScQ7dEtLS2PEiBFx4IEHxoknnhijRo2KlStXZoLaVCqVCW+/Lp1OVxn2fn1+Op2O4uLiGDNmTPTu3Ts6deoUI0aMiNWrV2/bLwUAAAAAAACwlXL6hO6aNWtixIgR8ec//zmWLFmSFeB+JZ1OR506daJjx47RqVOnaNOmTey5555RWFgYDRs2jHQ6HaWlpbFq1apYuHBhLFy4MD755JOYOXNmlJeXZ52XTqdj2rRpcckll8TQoUPj17/+dVx00UVRv3797fq9AQAAAAAAAKojZ4Hu3//+97jyyitj0aJFkU6ns0Lc/Pz86NmzZ/Tq1St69OgRXbt2rXHoumbNmpg8eXK8/PLLMWHChJgwYULWO3iXLFkSl19+edx0003xpz/9KQYMGFBr3w0AAAAAAACgNuQk0D3mmGPirbfeiojIeiq3d+/e8eMf/zi+973vRePGjbfqjPr168fRRx8dRx99dFx55ZVRXFwczzzzTIwZMyaef/75zHXNixYtinPOOSdGjBgRb7zxxlZ/NwAAAAAAAIDakpNA91//+lekUqlIp9Ox2267xUUXXRQXXnhhtG3bdpud2bhx4+jXr1/069cvFixYEHfeeWfccccdsXTp0kin05mAGQAAAAAAACAp6uTq4D322COGDx8e8+bNi2HDhm3TMLeivfbaK4YNGxbz5s2L4cOHR8uWLbfb2QAAAAAAAADVlZNA97rrrouZM2fGpZdeGg0bNsxFCxER0aBBg7j00ktj1qxZMWzYsJz1AQAAAAAAAFCVnFy5fPXVV+fi2I1q2LBh4noCAAAAAAAAyNmVywAAAAAAAABsmkAXdjBz5syJVCqV+WfgwIG5bgmoRddee23Wn/EJEyZscv7X5/bs2XO79Lgj8d9MAAAAAGBHJ9AFAAAAAAAASCiBLgD8f/buPS7KMv//+HsAEQEVURAVBdRS8VAq5qHymLZaq5bnViXXai1rzTI3c9Os3dZat7Jv51ZNrbTNrDyVqWVqpHnC81k8K3hARRHkcP/+4MfEDQPMwAwM8Ho+Hjya657rvq7rnsM1Np+5PhcAAAAAAAAAAG6qTAZ0L126pCVLlui1117T3/72N40ZM0aPPfaYDhw4UNpDAyqkip7S9JNPPjFd/yeffFLaQwKAfFX0Odse4eHh1scnPDy8tIcDAAAAAACACs6rtAfgiOXLl+s///mP1q1bJ8Mw8tw/dOhQNWnSJM/xF154QVu2bJEkhYWF6eOPP3b5WAEAAAAAAAAAAACguMpEQDcxMVGjRo3S0qVLJckazLVYLKbb+YmKitL06dOt9caPH6/IyEgXjxoAAAAAAAAAAAAAisftUy5fvHhRHTt21NKlS/OsyjUMo8BAbrYHHnhAoaGh1vLnn3/u9HECAAAAAAAAAAAAgLO5dUDXMAz169dPBw8etB7z9fXVU089paVLlyo2NtZm6uXcLBaLBgwYYC2vXLnSJeMFAAAAAAAAAAAAAGdy65TLn332mWJiYqyrcNu3b6/FixerTp06pnr2rNK97777NHPmTBmGoe3btyspKUlVq1Z1ybgBAAAAAAAAAAAAwBncOqCbve+tYRhq1KiRvv/+e1WvXr1IbbVt29Z62zAM7d27V+3bt3fKOMuSlJQUxcTEaP/+/UpMTJS3t7dCQ0PVvn17NWzYsLSHhxJw7do17dmzR/v379fFixd148YNVa9eXbVq1VKbNm106623lvYQTS5fvqyYmBidPXtW58+fl4+Pj4KCgtS6deti74WdlJSk7du368CBA7p8+bJSU1Pl6+urGjVqKDw8XJGRkapdu7aTrqRkZGZm6rffftOhQ4eUkJCgjIwMBQcHKyIiQp06dVKlSpVKe4h2c+Vzb8vu3bu1b98+nT17VteuXVPt2rU1cuTIAh+zU6dOac+ePYqLi9OVK1ckSYGBgapXr546duyoGjVqOH2c7uTAgQPauXOnLly4oEuXLlmfo2bNmum2226Tt7d3kdo9ceKEfvvtN8XHx+vKlSsKDAxUSEiI7rzzTgUFBTn5KrKuY9OmTTpz5ow8PT0VHBysO+64Q82aNXNK+7Gxsdq7d68SEhKUkpKi4OBg1a9fX3fddZeqVKnilD5y2rJliw4fPqyzZ88qJSVFYWFheuihh5zej7Olpqbql19+0alTp3T27Fl5enqqXbt26tKlS77npKWl6cCBA9q7d6/OnTunpKQk+fn5KTAwUE2bNlWbNm3k5eU+/9y9efOmNm7cqGPHjun8+fPKzMxUUFCQbrnlFnXo0EGenp6lPUQAAAAAAAC4I8NNHTt2zLBYLIaHh4fh4eFhfPHFFzbr5ayzZs2aAtusW7eutf68efNcMWy7TJ061ZBU5L/o6GiH+0xISDDGjh1r+Pn55dtu27ZtjW+++cb5F1xMu3fvNo1z9+7dpT2kUhUXF+fw6+HAgQPGSy+9ZHTo0MHw8vIq8PUVEhJiTJs2zbh06VKh7YaFhRXpNTxnzpxC216yZInRuXPnAsfboEED44033jBSUlLseOR+t3XrVuOBBx4wvL29Cx1rRESE8eSTTxp79uwxtZH7eXDkLy4uzqHx2iM+Pt4YO3asUbNmzXz7rVq1qjFy5Ejj2LFjhbbXvHlz07mHDx92eEzXrl0z/P39rW0EBgYaqamphZ7niuf+p59+Mp0/depUwzAMIy0tzXj77bfzXG/2X2JioqmdtLQ047vvvjNGjx5d6OvfYrEYHTt2NL7++msjMzPT7sct92fETz/9VGD9nHW7dOlidz9Fdf78eWPixIlG/fr1C7x+Pz8/o3///sby5cvtuv6MjAxj1qxZRosWLfJt08PDw+jQoYOxZMkSu8db0Jy5cuVKIyoqKt/+mjVr5lBfOV29etWYPHmyUbdu3Xzb9/HxMfr372/s2rXL7nbnzJljcz5NTk42Xn75ZSMiIiJPP9WrVzcMw7Vztj2io6NtzoUnT540HnvsMSMgICBP3/369cvTzvnz5413333X6N27t2mOye91OHr0aOPQoUMOj8/eP3s+h3ft2mUMGjSowPEGBAQYTz75pBEfH+/oQwsAAOC4S8cMY2o123+XCv9/RgDID9/lAoBruO0eur/99pskyTAM+fj4qH///sVuMzAw0Ho7MTGx2O2VFWvXrlVkZKTeffddXb9+Pd96W7duVf/+/RUdHa2bN2+W4AjhSsuWLVOTJk300ksvaePGjUpPTy+w/rlz5zR16lS1bNlSmzdvLqFR/i4hIUHdunVT3759tW7dugLHe+LECT3zzDNq1aqVjhw5Ylf706dPV7t27fT111/b9TqPi4vTO++8o88//9zuayhp//vf/9S4cWO9++67unjxYr71kpKSNG/ePDVp0kTvvvtugW1GR0ebyvPmzXN4XF999ZWuXbtmLQ8dOrTAFZuufu5zS0xMVLdu3fTXv/5Ve/bsseucoUOHqnfv3po1a5aOHz9eYF3DMPTrr7/qgQce0MCBAwucf8uKDz/8UBEREXr99dd18uTJAutev35d33zzje67775CH6vTp0+rXbt2Gj16tHbv3p1vvczMTG3cuFF9+/ZVnz59lJSUVKTrkKSJEyfq3nvv1ZYtW/Kts2/fPvXt21evvPKKQ23//PPPaty4sf75z3/qzJkz+dZLSUnRN998o9tvv12TJ092qI+cjh8/rqioKE2ZMkVxcXFFbqc0rF69Wi1atNBHH32ky5cvF1o/MTFRderU0dixY/Xdd9+Z5hhbrl+/rlmzZqlFixb65JNPnDRq+6Wnp+upp57Sbbfdpi+//LLA8V6+fFnvvPOOGjdurOXLl5fgKAEAAAAAAODu3CcHXS7x8fGSsvbHbdiwYZHTNubk7+9vvV0evli3x4YNG9SnTx/duHHDdDwgIEARERFKTEzUyZMnlZGRYb1v3rx5unbtmhYtWmTX/sRwbykpKXmOValSRfXr11fVqlVlsVh08eJFHT9+XJmZmdY6p0+fVteuXbVlyxanpR0tzKFDh3TvvffmCUhYLBaFhYWpVq1aSk1NVVxcnOlL8YMHD6pjx47asGFDgSmjZ82apUmTJuU5XrVqVYWHh8vPz083btzQpUuXdOrUKRmG4byLc5GPP/5YY8aMMT13UtZ8FxYWpkqVKunYsWOmQElqaqqefPJJXbx4UVOmTLHZ7vDhwzVp0iTr3PDpp5/qpZdecmhOmDt3rqmcO0ick6uf+9zS09PVt29fbdiwwXqsRo0aql+/vqSsAFl2CuWcbL2fgoKCFBQUpKpVqyolJUWnT5/WhQsXTHUWL16sK1eu6IcffpCHh9v+lqpATz/9tGbOnJnnuKenpxo0aKBatWopJSVF586d0/nz5+1uNy4uTl27dtWJEydMxz08PBQeHq7AwECdP38+T1D4u+++U7du3bRq1SqHU1s///zz+ve//20tV61aVQ0aNFCVKlV0/PjxPOOfMmWKmjdvrgcffLDQtpcvX66BAwfmea34+PgoPDxcvr6+OnnypKmPjIwMvfrqqzp37pxmzZrl0LVcvXpVvXr10sGDB63HgoODVa9ePaWmphYaTC9N27dv1/Dhw5WcnGw9FhYWpqCgICUmJuZ5TUhZj1XuH3tkvwarV6+uypUr68qVK4qLi1Nqaqq1TmpqqkaNGiUPDw+NHDnSdReVQ3Jysh588EGtXLkyz30hISEKCQmRh4eHTp06pYSEBOt9SUlJ6tevnxYsWKBBgwaVyFgBAAAAAADg3tw2oJvzC/ucgdjiyLmSx8/PzyltOsOMGTN022232V2/bt26dtVLTEzUkCFDTMHcsLAwzZw5U3379rUGZk6dOqV//OMf+vDDD631Fi9erDfffFPPPPOM3eOC+/L09NQf/vAH9e3bV927d1fDhg3zBJWSkpK0ZMkSvfzyy9bAQHJysh566CFt27bNZiDvs88+040bNxQfH6/hw4dbj/fq1UvPPfdcvuNp3rx5nmPJycnq16+fKaAXERGh559/XoMGDTIFbNLT07V69WpNnjxZ27ZtkySdP39eQ4YM0caNG1W5cuU87aempmrixImmYwMGDNCkSZPUpk2bPNeXlJSkzZs3a8WKFfr000/ztBcSEqJVq1ZJkn744QdTcOi5555Tr1698r3+kJCQfO9zxLZt2zR27FhTMLdBgwaaMWOG+vbta30cMjIytHr1aj377LOmlahTp05Vu3bt1Lt37zxt16lTRz179tT3338vSTp69Kg2bNigu+++266xnTx5UmvXrrWWmzZtqjvuuMNmXVc/97b897//tf5w6J577tG0adPUoUMH6/vCMAytWbPG5v6mtWrV0uDBg3XffffpjjvuUK1atfLUOXz4sGbPnq0333zTGthbs2aNZs6cqfHjx9s1Rncyc+bMPMHchg0basqUKerbt2+egOrJkye1cuVKLViwQD/++GO+7aanp2vYsGGmwJ2Xl5cmTJigp556yvR5d+TIEU2fPl3//e9/rce2bt2qxx9/XAsXLrT7WtatW2d9rbVv316vvPKKunXrmjdbAwAAIABJREFUZt1n1TAM/fzzz3r88ce1f/9+63l//etf1bdv3wL3Yz158qSGDx9uCubWrFlT06dP19ChQ03/nvn11181ceJE048KZs+erXbt2mnMmDF2X8+rr75qfS0PGTJEL7zwglq1amW9Py0tTatXr5bk3DnbGR5//HElJyfLx8dHEyZM0JgxY1SvXj3r/ZcvX9bOnTttnhsVFaUHH3xQ9957r5o3b57nvZ+enq6ff/5Z//73v00B1bFjx6pbt27WH2/kNHHiROvjMnz4cOvjWrt2bZufA9ny+3fZ448/burb399f48eP16hRoxQREWGqu2PHDv3jH//QokWLJGXN26NHj1br1q3VuHHjfPsGAAAAAABABVGqCZ8L8NFHH1n3u23SpEm+9RzZQ7dGjRrW+p9++qmzh2w3R/dHLKpJkyaZ+omIiDBOnz6db/1//vOfefbcs2cfVVdj3wUzR/fQPXr0qF17pma7ceOG0adPH1MfK1ascOqYbBkzZoypjT/+8Y9GUlJSgeekpKQYDzzwgOm8N954w2bd5cuXm+qNHDnS7rGlpqYaR44cyff+/Pa0dKXMzEyjZcuWpn5vu+22PHu+5pSSkmJ0797ddE6dOnWM5ORkm/UXLFhgqjt69Gi7x5d7PvnXv/6Vb11XP/eGkXcP3ey/p59+2u5rMgzDiImJMW7cuGF3/e3btxuBgYHW/urVq2ekpaUVeI677aG7a9cuo1KlSqZ+Bg4caPf+xVu2bDEuX75s874ZM2aY2vX29ja+++67Atv76KOP8jyPX3/9db7189vv+uGHHzbS09PzPS8hISHP/reF7TN///33m+rXr1+/wPk3IyPDGDFihOkcX1/fAj+rc8832X9vvfVWgWPLyRlzdlHY2qPW39/fWL9+vd1tJCcnG7/++qtD/b788sumPidOnFjoOTn3Gw4LC3OoP8MwjIULF5r6bNSokV17kb/++uum8/r27etw3wAAAHZhD10ALsJ3uQDgGm6b97F27dqSslbKHD161JSOryh2795tSjmae2VEeXP+/Hn93//9n+nYxx9/XODq3kmTJqlz587W8pUrVzRjxgyXjRElIyIiQmFhYXbX9/Hx0fz581W9enXrsTlz5rhiaFYnT540rbpr1aqVvvzyy0JX51euXFmffvqpwsPDrcdmzpxpSiGeLWc6Ukl64okn7B6ft7e3GjZsaHf9krBq1Srt2rXLWvb19dWSJUsUEBCQ7zmVK1fW4sWLTSuEz549m+/+wP379ze9DhYtWmQz5bAtOffc9fDwMK0GzKkknvv8dOrUSW+88Ybd9SWpY8eO8vHxsbv+7bffrtdff91aPn36tH744QeH+ixtr776qtLS0qzlu+66S1988YXdq6Hbtm1reh1ly8jIyLPq99VXX9Uf/vCHAtt79NFH86xg/c9//mPXWLJFRUXpo48+kqenZ751goKC9OKLL5qOfffdd/nWP3DggGnfUw8PDy1atKjA+dfDw0OzZ89Wy5YtrceSk5P1/vvv23MZVkOHDtW4ceMcOsddzJgxQ3fddZfd9atUqaIOHTo41MeLL75oyi7g6r10DcPQSy+9ZC37+vpq5cqVatSoUaHnPvfcc6Y0y0uXLs3z+QUAAAAAAICKx20Duh06dJDFYpHFYlFGRkaBX6LaI2dAytfXN9/Un+XFwoULTWmrO3furB49ehR4jsVi0dSpU03HZs+eXSb2EYVzBQYGmtLwxsTEuLS/d99917Qn4r///W+7g0W+vr6mFLbHjx/Xli1b8tTLvY90pUqVijha95AzCCpJ48ePV4MGDQo9r3r16qZAgyR99NFHNuv6+Pho8ODB1vKVK1f0zTffFNrHpk2bdODAAWu5R48eCg0NtVm3JJ77/Lz88sslsk/40KFDTYFDV7+fnOns2bP63//+Zy1nByCdsQ/wypUrdfLkSWs5LCzM7qDkP//5T/n6+lrLGzZs0L59++zu++WXX7ZrDsj5+pdkTfNty6xZs0yfl8OGDbPr3xpeXl6mlO1S1g+wHPnsfeWVV+yu604aNGigRx99tET6+tOf/mS9nZCQoMOHD7usr5UrV5rSdY8bN86uYG62v//979bbhmHo66+/dur4AAAAAAAAUPa4bUA3ODhYrVu3tn6h+eqrrzq08iqnQ4cO6aOPPrIGiLt3717gHnjlwbfffmsqjx492q7zunXrZlq9fO7cOW3cuNGpY0PZkPN1cPr0aZ0/f95lfa1YscJ6OyQkRPfcc49D5+fer3b9+vV56uRenV7Qfohlwbp160zlUaNG2X3usGHDTHvDbt26Nd8sCNHR0aby3LlzC20/5+pcW23kVBLPvS21a9dW9+7dHeqrqPz8/BQcHGwtb9++vUT6dYY1a9aYPnt79+6tW265xSlt//zzz6byyJEj7f5sDgwMVP/+/U3Hcr8n8lO9enXde++9dveT84cSOQPQueW+nj//+c929SFJPXv2NP3oIT4+3u5Vme3atSuze6wOGTLEKT8OsEfuzCyufB/mnNckacSIEQ6d36pVK1MmBXvnNQAAAAAAAJRfbhvQlaQnn3zSejs2NlZPP/20w22cOXNG/fv31/Xr163B4QkTJjhtjO7o2rVreb7Yzh30yI/FYskTUFm2bJnTxobSdfnyZc2aNUujRo1SmzZtVKdOHfn5+Vl/7JDz71//+pfp3AsXLrhkTImJidq9e7e13KZNG4e/4M+9MtXWSr3u3bubVkm++eabeuKJJ3T06FEHR1z6jh07pvj4eGs5LCzModVf1apVU1RUlLWckZGhzZs326x75513mgJ4q1at0rlz5/Jt++bNm1q4cKG1XLVqVT3wwAM265bUc29LVFRUsVfn7tmzR9OmTVO/fv10yy23qFatWvL29rb5fjp79qz1PFe9l1whdyCpT58+Tmt706ZNprKjAfbcWSfs/fGRo6+znMH4K1eu2KyTmpqq2NhYa7lSpUoOpRH28PBQt27dTMfsvZ6ynHGkuGNPS0vT0qVL9dRTT6lz584KDQ1VtWrV5OHhkec9mDuI78r3Yc73jZ+fn5o2bepwG/Xr17fedmT1OQAAAAAAAMontw7oRkdHq0WLFpKyUs6999576t+/v10BmPT0dM2aNUtRUVHav3+/9Qu9nj17mvZRK4/27Nlj2u8wIiLCtNKjMHfeeaepnPNLapRN169f18SJExUSEqJHHnlEn3zyibZv365z587ZvT91zj2onenAgQOm1KIrVqywGRAr6M/Pz8/U5qVLl/L0U79+/Twr5t5//301atRIUVFRev7557VixQqb57qb48ePm8qtWrVyuI3bbrvNVD5x4kS+dUeOHGm9nZGRoc8++yzfusuWLTM9hoMGDTKlxs2ppJ57W4qzj/quXbvUpUsXtWjRQi+99JKWLFmiw4cP6+LFi6a5Nz+uei+5wpEjR0zlnD8EKK7ivo4deQ3nlDNAa4+cr7HcqduznTt3Tjdv3rSWmzZtKm9vb4f6Ker1FOe1XNqKOnbDMDRr1iyFhoaqb9++euedd7R+/XqdPn1aSUlJdqWrduX7MGcA9vr16zYDzIX95fyRTVn4XAIAAAAAAIBruXXeYYvFoi+//FJ33nmnEhMTZRiGli5dqmXLlqljx47WL5YNw5DFYtHcuXOtX6xv2LDB+qWexWKRYRiqX7++5s+fX8pXZVtqaqqOHj2qixcvqlKlSqpZs6bq1q2bbyCkILlXckRGRjp0fu76rAwp2y5cuKDu3btr165dxWonNTXVSSMyu3jxotPbzG8V3dtvv61z585p6dKlpuNbt27V1q1b9dprr8lisei2225T79699ac//UnNmzd3+viKKzEx0VSuVauWw23kPid3mzmNGDFCU6ZMsQZJ5s2bp2effdZm3dwpmQtKt1ySz31u1apVK1L7y5Yt04ABA0zBO0e56r3kCrkDSY4GQwuS8zXn4eGhwMBAh8535DWck4+Pj0P92KOk35M5FfW17A6KMvbMzExFR0cXO22+q96H169fd3rb9s5rAAAAAAAAKL/cOqArSU2aNNHSpUvVv39/6x6emZmZiomJUUxMjLWeYRimL/eyAw/Zwdx69epp6dKlCgoKKtkLsMPYsWN19OhRpaSkmI57eXmpbdu26t27t5544gm7x37gwAFTOWfaPnvkrn/8+HGlpKS45EtwuN6gQYPyBHPr16+vbt26KTIyUqGhofL391eVKlVMaUjnzZtXIj+AcMUqqczMTJvHfXx89O2332rhwoV6/fXXba4+NwxDsbGxio2N1b/+9S/dd999euutt9xqj8pr166ZyrlXqdoj9zlJSUn51g0LC1PXrl31008/SZJ27typ2NhY3X777aZ6Fy5c0HfffWctR0REFJgRoSSf+9wqVarkcNsHDx7UwIEDTcFci8WiO+64Q506dVLDhg0VEhIiHx+fPPPl8OHDTWmyy4rcrwt/f3+ntZ3zdVyUHy858hp2tZJ+T+ZUlNeyuyjK2F955ZU8wdxq1aqpa9euatu2rerXr6+AgAD5+PiY2t+xY0eJbLnhinnNnhXHAAAAAAAAKN/cPqArSR07dlRsbKxGjhypNWvWmO7Lbw/E7ECuYRjq0aOHPvvsM6euLHKmvXv32jyenp6uTZs2adOmTXrttdc0YcIETZ061bQPqC0JCQmmcmhoqEPjqV27try8vJSeni4pK0By8eJF1atXz6F28htbdmDeXocPHy52vxXVkiVLtHbtWmu5atWqev/99zVs2LBC95DM/V5zldyBnG7duumFF14oVps1atTI9z6LxaJhw4Zp2LBh2rt3r1atWqW1a9dqw4YNNvdUXL58udatW6fly5e7Tbr23EG169evO9xG7nOqVq1aYP3o6GhrQFfKCvjnDuh+/vnnppTDI0eOLHCf2pJ+7ovr+eefN628u+OOOzR37ly79scs7n69pSX36+LatWtFWn1qi7+/v3Xlob2p33Ny9DXsSqXxnqyI4uPj9dprr5mOTZo0SS+88EKhPzbIyMhw5dCscs9rgYGB+uKLL0qkbwAAAAAAAJRfZSKgK0l16tTRqlWrtGHDBr311ltatWpVgatXfHx81LVrVz333HPq1q1bCY7UNW7cuKFXXnlF69ev19KlSwv84rK4K4UsFouqVKlienxzt1lU7733nqZNm+aUtlC4hQsXmsoffvihhg0bZte5JbVnX+7gkI+Pj+65554S6TsyMlKRkZEaN26cDMPQ/v379cMPP2jRokXasGGDtV5SUpIGDhyoI0eOOHWFYlHlDloWJXVx7uB1YYHQAQMGaOzYsdag0+eff67XX39dXl6/f4zMmzfPettisZj23rWlNJ97R127dk3Lly+3lmvXrq3vv//e7gCyvelz3U3uNMgJCQkKDw93Sts1atSwBnQzMzOVmJjoUEDe0dewK5XGe7Ii+vbbb037GD/22GN69dVX7Tq3pD7TAgICTD+Ku3HjhtvOawAAAAAAACg7Cl6i54buuusuLVq0SImJidqyZYvmz5+vt956Sy+99JJef/11zZ49Wz/99JMSExO1YsUKtw3mWiwWderUSf/85z+1atUqnTp1SsnJyUpJSdHp06e1dOlS/eUvf8mTtnPt2rUaOnRogStNcgdfi5IquUqVKgW2ibJh48aN1ts1a9bU4MGD7T53z549rhhSHhEREaZyaa3ItlgsatasmcaNG6f169dr3bp1poBjQkKC2+zBHRYWZirv2LHD4TZyn5O7zdz8/f01YMAAazk+Pl4rV660lvfs2aOtW7day3fddZcaNmxYYJvu8tzbY9u2baZUy8OGDbM74Hb48OEytW9uTrfccoupvGXLFqe1XdzXsaOvYVeqU6eOvL29reX9+/c7vM+yO12Pu8r5mSZJTzzxhN3nltRnmsViMT13N27c0JkzZ0qkbwAAAAAAAJRfZS6gm83Dw0Nt2rTRn/70J/31r3/VlClTNGHCBD388MPq0qWLKleuXNpDzFevXr20f/9+/fLLL3rhhRd0zz33qF69eqpSpYoqV66sunXr6v7779cHH3ygQ4cO6c477zSdv3z5cr333nv5tp97L96cXzLbK/fjl3NFDMqOnHt2Nm7cuNB03dmuXr1qCs4VJnf6Zkf2+wsNDTXtT3vo0CGdPHnS7vNd5e6779b06dNNx3Ku2s2pONdfFOHh4apdu7a1fPz4cR09etTu85OSkkyBOS8vL0VFRRV6XnR0tKmcc0Vuztu26trirs+9Lbn3v23SpInd5/7444/OHk6JyZ1mfMWKFU5ru0OHDqayo49T7vq52ytJ3t7eat26tbV88+bNfOcLWwzDMKXHl1x7PSU9ZzlLSb4Pcz5Gjj4+uX9MWJbnAAAAAAAAALiHMhvQLcs6deqkW2+91a66oaGhWr16tTp27Gg6/o9//CPfPQdzr8h1dJWQpDyryYqyyteWJ554Qrt373bo75tvvnFK3xVRzi+hHXkdzJ49O88PAwqSO623o/th/uEPfzCV33nnHYfOd5XcP6awtceuVPzrL4ouXbqYyp988ond5y5YsMD0I42oqKg8+z7a0q1bN9PKsyVLlujy5cvKzMzUp59+aj1epUoVDRo0yK6xuOtzn1vugI697yfDMPT++++7YkglokePHqa02t99950OHTrklLZzv4Y//fRTa5rawiQmJurrr782HevcubNTxlVUxXlPrlq1yvRjhjp16tj974SiKI05yxmK+j6MjY3Vr7/+6lBfOR+j8vKZBgAAAAAAgLKLgG4Z4OPjo3nz5pm+VE9ISNAPP/xgs37uPT4dCcxly70i11n7hgYHB6t58+YO/eVcwQfHhISEWG/v2bNHly9fLvSc06dPO7zPcbVq1Uyrf+Pi4hw6f/z48abX9//93/9p27ZtDrXhCvbuaZl7n1FHr78oHnnkEVP5jTfe0KlTpwo97+rVq3rppZdMxx599FG7+rRYLBoxYoS1nJKSov/9739avXq1KaXoAw88oGrVqtnVprs+97nlfC9J+a/Wzu39999XbGysK4ZUImrXrq2hQ4day5mZmRo9erQyMzOL3XavXr3UoEEDazkuLs7uwNeLL75oCrLdfffdatq0abHHVByjR4+WxWKxlj/77DO7Mh1kZGRo4sSJpmO539/OVtw5u7QU5X2YkZHhUGrmbDnn9YsXLyopKcnuc/v372/6t8umTZvK9A87AAAAAAAAUPrcOqDbpk0bvf322/muiqtIGjdurL59+5qO2RvQvX79ukN9GYbhsoAuSlanTp2st2/evKlJkyYVWP/8+fO6//777Qr85lSpUiXTarLY2FgdOXLE7vMbNmyo0aNHW8s3btzQ/fff7/CKqh9//FGPPfaYzftefPFFh1YAGoah//znP6Zjbdu2tVm3efPmpvKSJUuUlpZmVz9Fdc8996hVq1bW8vXr19WvXz9duXIl33Nu3rypQYMG6ezZs9ZjderU0UMPPWR3vyNHjjSV582bp7lz55qO2ZNuOVtJPPfO0LZtW1P6+sWLFysmJqbAc5YtW6ZnnnnGZWMqKZMmTTKl4V+/fr2GDh1q977AW7Zssfm69PT01Lhx40zHnn/+ea1Zs6bA9mbPnp1n24Fnn33WrrG40q233qr777/fWs7MzNSAAQMK/KGFYRh65JFHTPvn+vn5acyYMS4da3Hn7NKS8zNNyprXC9oSIiMjQ3/+858dnk8k87xuGIa++uoru8/19PTUK6+8Yjo2btw4ffzxxw6N4eDBg3rsscd0+vRph84DAAAAAABA+ePWAd3Y2FiNHz9e9erVU79+/bR48WKXB0ncWY8ePUzlAwcO2KwXHBxsKtuzai+n+Ph4U9DLw8NDtWrVcqgNuIfcwbcPPvhA0dHROn78uOl4UlKSZs2apVatWllXEzZr1syhvnr16mW9nZGRoc6dO2vatGn6+uuvtWrVKq1evdr6lzOgmO3NN9807UF59uxZde7cWaNGjdLGjRttBmKvXbumDRs2aPLkyWratKl69OiR7w8ddu3apREjRqhevXp6/PHH9f333+vixYt56mVmZmrDhg3q1auXKd23r69vvoHP4OBg3XbbbdbyoUOH1LFjR82cOVPLli0zXfvq1auLtGo+N4vFojlz5qhSpUrWY9u2bdPtt9+ur776ypSKNDMzU6tWrVJUVFSex2f27NkOpVS/5ZZbTEGVX375xRToqFevnu655x6HrsXVz70z+Pn5acCAAdZyRkaGevfurY8++ijP83no0CE98cQT6tevn1JTUxUcHKyaNWu6bGyuFhkZqRkzZpiOffnll2revLnmzp2rxMTEPOecOnVK//3vf9WtWze1a9fOZh0pK8jVvn17azk1NVW9e/fW5MmT88wTR48e1V/+8hc98sgjptS7Q4YMUb9+/YpziU7z3nvvKSAgwFo+fvy4WrdurdmzZ+f5cdXGjRvVtWvXPKmZZ8yYobp167p8rMWds0vDAw88oKpVq1rL27ZtU7du3bRp0yZTvfT0dK1cuVLt27e37u9dnM80SXr88cf11FNPacGCBVq5cqXp8dm7d2+e84cOHaq//OUv1nJaWpoee+wx9ejRQ8uWLbP5Y7u0tDTt2LFDb731lnXV+ccff1yh/+0LAAAAAACA/89wYxaLxfDw8LD+18PDw6hZs6bx5JNPGr/99ltpD6/ELVmyxJBk/WvZsqXNenPmzDHV69Onj0P9bNq0yXR+RESEM4ZfZLt37zaNZ/fu3aU6ntIWFxdnejyio6MLrN+nTx9T/ey/hg0bGu3btzeaNGlieHt7m+576KGHjKlTp5qO/fTTTwX2c+DAAcPHx8dmX7n/5syZY7ONkydPGi1btrR5jp+fn9G0aVOjffv2RsuWLY3Q0FDDYrHkqRcWFmaz7X79+tlst06dOkbLli2NDh06GC1btjT8/f1t1nv//fcLvP558+bZde2SjLi4uALbcsRHH31keHh45OmjatWqRsuWLY3bb7/dqFGjhs1xTJs2rUh9fvjhh/le29/+9rcitenK594wDOOnn34y1Z06darDYzx8+LBRrVq1PP36+PgYrVq1Mtq1a2eEhoaa7vP09DRWrFhhhIWF2TVOwzAcfu/lrNulSxeHr8te48ePt/n8eHp6Gg0bNjTatWtntGrVyggKCnLoNX/kyBGjQYMGec7x8PAwGjVqZLRr184IDw+32XebNm2MS5cuFThuR+fM3Lp06WI6vzDLli0zKleunGesVapUMSIjI422bdsawcHBNq/nz3/+c6Ht5/6Mz28+LYwz5mxHRUdHF3sufP31122OsXbt2ka7du2Mli1b5nmfNm3a1Pj2228dmgPS0tKMJk2a2PX45PeaunnzpjF48GCb53h5eVlf361btzYiIiLyfBa74jMDAADA6tIxw5hazfbfpWOlPToAZRjf5QKAa7j1Cl1JMgzDuiedYRi6dOmS3nvvPXXo0EGRkZF6/fXXTXs3lmc5V+JJynfFRu59BG2tHCnIvn37CmwPZctnn32mO+64I8/xo0ePatOmTTpw4IBpNefQoUM1Z84ch/u59dZbNX/+/GKl5w4NDdWvv/6q4cOHm/ailLJSCu/fv1+bNm3Srl27dOrUKdMqvWw59+S0x9mzZ7Vr1y5t3LhRu3bt0rVr10z3V6lSRR988EGhKVBHjBihiRMn5hm3qz366KNasGCBadWalLXqeteuXYqNjc2zOrJy5cp65513NGXKlCL1OXjw4HxX9TqSbjmn0njuHdWoUSN9+eWXNvcp37lzpzZv3mzKiODj46PPPvtMvXv3dum4Ssobb7yhd999V76+vqbjGRkZOnr0qDZv3qydO3fq/PnzDrXbsGFD/fLLL2rTpo3peGZmpo4cOaLNmzfr2LFjec7r3bu31q5dm+/e1qXlvvvu08qVK/Nky7hx44b27t2rrVu3KiEhwXSfp6enJk2apFmzZpXYOJ0xZ5eG5557zrTyNVt8fLw2b96sXbt26erVq9bjLVu21KpVq+ze1zubl5eXvvrqKzVq1KjIY61UqZK++OILvfbaa6pSpYrpvvT0dOvre/v27YqLizN9FmerVatWnnMBAAAAAABQ8bh1QPfQoUP6+9//rrCwMOuX9zmDu/v379ekSZMUFhame++9VwsWLHBKKlN3de7cOVM5KCjIZr3mzZubgr/Hjh1zKF3iL7/8YirffvvtDowS7iYgIEDr1q3Tiy++qOrVq+dbr3nz5vr888+1YMEC016hjhg4cKAOHjyo6dOn695771X9+vXl7+/vUJDTz89P8+fPV2xsrIYNG2ZKX5qfpk2baty4cYqJidG6dets1vn44481e/ZsDRgwQLVr1y60zcDAQI0ZM0b79u2zGTyw5bXXXlNsbKwmTJigu+66S8HBwQ6lMy6qwYMH6/Dhwxo7dqwCAwPzrVe1alWNHDlS+/fv19ixY4vcX0BAgM0Ut1FRUQ6nNc3JVc+9M/Xq1UubN2/WH//4x3zreHl5aeDAgdqxY4eGDBni8jGVpCeeeEJHjhzRX//610LfRwEBARo2bJjWrFmj8PDwAuuGhoZq8+bN+u9//5tnT+qcLBaL2rdvr2+//VYrVqzI80MGd9GlSxcdPnxYL7zwQoHpk318fNS/f39t375dr776agmOMIsz5uzS8MEHH2jevHlq2LBhvnWCg4P1yiuvaPPmzQoNDS1SP82bN9fOnTs1Z84cDRw4ULfeequqV68uT09Ph9qZOHGi4uLiNGHCBLt+eBISEqLhw4dr8eLFOnPmjF2fWQAAAAAAACjfLIatZU5uaN26dfrkk0/01VdfKSkpSVLWF7u5A71Vq1bVoEGDNHLkSN19992lNl5XeOSRR0yrdx566CF99tlnNuvec889WrNmjbU8d+7cPPup2mIYhho1aqS4uDjrsZiYGHXs2LEYIy+ePXv2qEWLFtby7t27C/zCH/lLSUnRr78PxUmfAAAgAElEQVT+qn379ikxMVHe3t6qW7eu2rVrp1tvvbW0h2dTZmamtm3bpoMHD+rChQu6evWqfH19FRAQoEaNGikyMjLfHzcUJC4uTgcOHNDx48d15coV3bx5U/7+/goKClLLli0VGRkpLy8vF1yRa2VkZOi3337ToUOHlJCQoMzMTAUFBalhw4bq1KlTnpX+7sxVz72znD17VuvXr9epU6eUnJysatWqqXHjxurUqZNdweiyzjAMxcbGat++fTp//rySkpLk5+enkJAQRUZGqkWLFg4HvrKdOHFCmzZtUnx8vK5evaoaNWqoTp066tSpU56Vr2VBbGys9uzZo4SEBKWmpiooKEj169fXXXfdlWfFM+yX/RrcunWrLly4IMMwFBwcrBYtWigqKqrIrz9XO3z4sGJjY3X+/HklJibKy8tL1atXV4MGDdSsWbNCfwABAADgFInHpZmtbN83bqdUI6xkxwOg3OC7XABwjTIT0M1248YNLV68WPPnz9fq1auVmZlpWrUr/R7cDQ8PV3R0tEaMGKGIiIhSG7MzXL58WREREbp8+bL12KxZs/TnP//ZZv23335b48aNs5Y7d+6sn3/+udB+fvzxR/Xo0cNarl27ts6cOSMPj9JbzM0/AgAAAAAAAJyIgC4AF+G7XABwDbdOuWxLlSpV9Kc//Unff/+9Tp48qenTpysyMtJmSua4uDhNmzZNjRs3VpcuXTRnzpw8+2OWFRMmTDAFc729vQvcl3Ho0KHy8/OzltetW6cff/yxwD4Mw9C0adNMx0aNGlWqwVwAAAAAAAAAAACgIivTkbo6depo4sSJ2rVrl7Zs2aInn3xSNWvWtBnc3bBhgx555BHrvmSlZfr06dq6davd9dPT0/Xss8+aUi1L0pgxY1SnTp18zwsODtaTTz5pOvbII4/ozJkz+Z7zr3/9y7QHZfXq1fXcc8/ZPVYAAAAAAAAAAAAAzlWmA7o5tWnTRm+//bbOnDmjb775Rg8++KAqVapkDe4ahiHDMJScnKwFCxaU2ji///57RUVF6c4779TMmTO1e/dupaen56l35coVLViwQO3atdMbb7xhuq9Ro0aaMmVKoX1NnDhRISEh1nJcXJw6deqkJUuWKGem7VOnTmnMmDGaPHmy6fzJkycrMDDQ0UsEAAAAAAAAAAAA4CRepT0AZ/Py8lLfvn3Vt29fJSYmauHChZo7d65+++03WSwWucuWwTExMYqJiZEkVa5cWaGhoapevbo8PT118eJFHTt2TJmZmXnOCwkJ0XfffaeaNWsW2kdgYKC++OIL3XvvvUpJSZEkHT9+XP369VNAQIB1T94TJ04oIyPDdG6/fv00YcIEJ1wpAAAAAAAAAAAAgKIqdwHdnGrUqKFmzZqpWbNm2rFjh27evFnaQ7IpNTVVR44cKbRenz59NGfOHAUHB9vddufOnbV8+XINGjRIly5dsh6/fPmytm/fbvOchx56SLNnz7amrHY3V69eNe0n7AzVqlWza6/gq1ev2gy0O4O/v7+8vAp/S167ds3mqm5n8PX1lbe3d6H1kpOTXfZ+8vHxkY+PT6H1UlJSrD9UcDZvb2/5+voWWu/mzZtKTk52yRi8vLzk7+9faL309HSX7Q3u4eGhatWqFVovMzNTV69edckYJCkgIMCues6eF3JijsjCHJGFOSILc8TvmCOyMEdkYY7IwhzxO+aILMwRWZgjsjBH/K7U5ogrV6SUrEUP/t6Sl0fh3wExR2RhjsjCHPG7cjlH5ODovyNc+ZwAQEVWLgO6hw4d0rx58/Tpp5/qxIkTpT0ck8mTJ6tZs2Zav3699u/fn2dlbG7+/v7q3bu3nnzySXXu3LlIfXbv3l179+7VtGnTNHfu3Hz/wde6dWv9/e9/14MPPlikfkrK/PnzHQpq2+Ppp5+26x9ps2fPdtk/0h5++GGFh4cXWm/RokU6duyYS8bQv39/3X777YXW++GHHxQbG+uSMXTt2lVdu3YttN7GjRu1du1al4zh9ttvV//+/Qutt3fvXn3zzTcuGUN4eLgefvjhQuudOnVKn3zyiUvGEBAQoKeffrrQelevXtVbb73lkjFI0ksvvWRXPVeOgTkiC3NEFuaILMwRv2OOyMIckYU5IgtzxO+YI7IwR2RhjsjCHPG7UpsjblyWNqVKkh6+3VvhAYUHdJkjsjBHZGGO+N1bb72l9IxMXb9Z8Pe8VSt7ycOOH0/kVBb/HZGQkOCScQBARVduArqXL182pVeWZE2vnL3SNLvctm3b0hmkpJ49e6pnz56Ssn5VuHfvXh07dkxnz57VtWvXlJmZqYCAANWoUUORkZFq2bKlPD09i91v7dq19d577+k///mPYmJitG/fPl2+fFne3t6qV6+e2rdvr8aNGxe7HwAAAAAAAACoCG7czNCKXWd15Pw1ZWQWvNXfqDsjVL1KpRIaGQCgvCnTAd2MjAytWLFCc+fO1fLly60pVwzDkMVise6ZaxiG6tSpo+HDhys6OlqRkZGlPPIsvr6+ioqKUlRUVIn1WaVKFfXo0UM9evQosT4BAAAAAAAAoLx5btEOHYxPKu1hAAAqgDIZ0N22bZvmzp2rhQsX6sKFC5Jsr8b18fFR//79FR0drZ49e9q13wAAAAAAAAAAAAVJScvQqr3xpT0MAEAFUWYCumfPntX8+fM1f/587d27V5I5iJtzNW6nTp0UHR2tIUOGqFq1aqU5bAAAAAAAAABAOXM+KVWp6ZmlPQwAQAXh1gHdGzduaPHixZo3b55+/PFHZWZm5hvEDQsL04gRIzRy5Ej2ggUAAAAAAAAAAABQLliM7AipG6pWrZquX78uybwaN/u2v7+/BgwYoOjoaHXt2rW0hgkX27Nnj1q0aGEtx8TEqFmzZk7to1q1anal5L569aoyM13zyzt/f395eRX+G4tr164pPT3dJWPw9fWVt7d3ofWSk5Ote1Y7m4+Pj3x8fAqtl5KSopSUFJeMwdvbW76+voXWu3nzppKTk10yBi8vL/n7+xdaLz09XdeuXXPJGDw8POzKcpCZmamrV6+6ZAySFBAQYFe9y5cvu2wMzBFZmCOyMEdkYY74HXNEFuaILMwRWZgjfscckYU5IgtzRBbmiN+V2hxx+YT0wV2SJH9vycvD8vt943ZKNcLynMIckYU5Ikt5nCNS0jJ04VqqtVy9esFzxLmrKRr0wa/KTLHvcVgx7m6F1ij8+c2pLP47Yt++ferUqZP1+O7du9W8eXOXjA0AKhK3Duh6eHhY98SVsoK6FotFXbt2VXR0tAYOHGjXP3JQtuUO6PKPAAAAAAAAgGJIPC7NbGX7vnwCukB5deNmhp5btEOr9sY7LYXyl2M6KqSa+QcCdar7yMuz8OBsWcd3uQDgGm6dcln6fWXuLbfcopEjR2rEiBFq0KBBKY8KAAAAAAAAAFDWPbdoh5btPOvUNkOq+ah+IAuRAADO49YB3erVq2vIkCGKjo5Wx44dS3s4AAAAAAAAAIByICUtQ6cSbzg9mAsAgCu4dUD33Llzqly5cmkPAwAAAAAAAABQDrgixXJOlb08FFSV77QBAM7l1gFdgrkAAAAAAAAAAGdxRYrlnHpG1pZPJU+XtQ8AqJjcOqALAAAAAAAAAEBxpKRl6HxSqlLTM10WzK3s5aGekbX174G3uaR9AEDFRkAXAAAAAAAAAFDuFCe98upnuqiyl4fd9YOqVmZlLgDAZQjoAgAAAAAAAADKnaKmV76/VR01DvZ3wYgAACiaUgno9urVy1S2WCxauXJlofWcJb/+AAAAAAAAAABlV3HSK5M2GQDgrkoloLt69WpZLBZJkmEY1tsF1XOWgvoDAAAAAAAAAJQ9xUmvLGWlWA6tUYW0yQAAt0TKZQAAAAAAAABAmVbU9MoSKZYBAO6v1AK6hmE4tR4AAAAAAAAAoOIoTnpliRTLAICyo1QCumlpaU6tBwAAAAAAAACoGJyRXrmyl4eCqlYmxTIAoEwolYCup6d9H5L21gMAAAAAAAAAVAykVwYAVDTsoQsAAAAAAAAAKBNS0jK0am+8w+eRXhkAUJYR0AUAAAAAAAAAuL2UtAxtP3HZoTTLpFcGAJQHbh3QPXPmjPV2UFCQKlWqVOS20tLSdP78eWu5bt26xRobAAAAAAAAAMD1irpnLumVAQDlhVsHdENDQ2WxWCRJq1atUvfu3Yvc1rp169SrVy9JksViUXp6ulPGCAAAAAAAAABwHUf3zCW9MgCgvHHrgK4kGYZhDeo6oy0AAAAAAAAAgHtLScvQ+aRUpaZn2h3MXfBoB4XWqEJ6ZQBAueP2AV1nBXMBAAAAAAAAAO6tqOmVK3t5qHWDAAK5AIByye0DugAAAAAAAACAisHR9MrZekbWJpgLACi3KkxANyUlxXrbx8enFEcCAAAAAAAAAMhWlPTK2dgvFwBQEVSYgO7Ro0ett6tVq1aKIwEAAAAAAAAAFDW9crbVz3RRaI0qrMwFAJR7FSKgm5mZqfnz50vK2pP3lltuKeURAQAAAAAAAEDFVtT0ypJ0f6s6ahzs7+QRAQDgnko9oPv555/bVW/NmjU6d+6c3e0ahqHk5GTFxcXp22+/1f79+633tW/f3uFxAgAAAAAAAACKpzjplSVSLAMAKqZSD+gOHz5cFosl3/sNw5AkTZ8+vch9GIZh7cNisWjEiBFFbgsAAAAAAAAA4BhnpFeu7OWhoKqVSbEMAKhwSj2gmy07cFvU+/NjsVhksVis5z/zzDNq1apVkdoCAAAAAAAAADiO9MoAABSdWwR0ixqsdaTt5s2b69lnn9XDDz/ssr4AAAAAAAAAoKLKTqecG+mVAQAonlIP6H788cc2jxuGoccee8yaKnn8+PFq1qyZ3e16eHjIz89PgYGBat68uerUqeOU8QIAAAAAAAAAflfcdMq5kV4ZAACzUg/ojh49Ot/7HnvsMevtPn36qHv37iUxJAAAAAAAAACAnYqTTjk30isDAJBXqQd0C+PKdMwAAAAAAAAAAMdlp1cuajrl3EivDABA/tw6oHvo0CHr7Xr16pXiSAAAAAAAAAAApFcGAKDkuXVAt1GjRqU9BAAAAAAAAADA/0d6ZQAASp5bB3QBAAAAAAAAACUrO51ybqRXBgCgdBDQBQAAAAAAAAC4LJ1ybqRXBgDAMQR0AQAAAAAAAACkUwYAwE2VqYDu1atX9b///U8xMTHavn27Lly4oMuXLys1NW/6j4JYLBaHzwEAAAAAAACAsiy/VMoS6ZQBAHBnZSKge/PmTU2ePFkffvihrl+/bj1uGEaR2rNYLM4aGgAAAAAAAAC4NWenUrYlO70y6ZQBAHA+tw/oXrx4Uffcc4927txpDeBaLBYZhmEKzOYu51bU4C8AAAAAAAAAlGXOTKVsC+mVAQBwLbcO6GZkZGjgwIHasWOHpN8DuUFBQQoLC9PmzZutx1u0aCEfHx9dunRJx48fV0ZGhvU+SQoLC1NoaGjpXAgAAAAAAAAAuEhJpFK2hfTKAACUDLcO6C5YsEA///yzNSjboEEDffjhh+rVq5ckycPDw3rfW2+9pe7du0uSkpOT9fPPP+vdd9/VihUrZLFYdOHCBU2dOlUPP/xwqVwLAAAAAAAAADhTSaRSln5Pp5wb6ZUBACgZbh3QnTFjhqSsdMkBAQFau3atwsLCCj3P19dXvXv3Vu/evbVkyRJFR0fr6tWrGj16tK5fv66xY8e6eugAAAAAAAAA4FKuTqUskU4ZAAB3kPdnVW4iISFBO3fulMVikcVi0d/+9je7grm59e3bVytWrJC3t7cMw9D48eO1fft2F4wYAAAAAAAAAFwvJS1DhxOuuTSYW9nLQ/e3qkM6ZQAA3IDbrtDduHGjpKzVuRaLRSNGjCiwvmEY+d7XsWNHjR8/XtOnT1dGRob+/ve/a/ny5U4dLwAAAAAAAAC4krNTLOeXSlkinTIAAO7EbVfonjt3zno7JCREdevWLbB+SkpKgfc/8cQTkrICvytXrtSFCxeKP0gAAAAAAAAAKCHZKZadEczNTqVcP9DX5h/BXAAA3IfbBnQvXbokSbJYLAoJCbFZx9vb23r7xo0bBbYXGhqq8PBwSVlB3V9//dU5AwUAAAAAAAAAF0lJy9DJS8lOS7FMKmUAAMoet0257On5+y/AKleubLNOtWrVdOHCBVksFp05c6bQNoODg3Xs2DFJ0tGjR50yTgAAAAAAAABwtuKkVyaVMgAA5YvbBnQDAgKst69evWqzTq1ataypk48cOVJom9evX7d5GwAAAAAAAADcSXZ6ZUdlp1IGAADlh9umXG7cuLGkrPTI8fHxNuu0aNHCenv9+vUFtnft2jUdPHhQFotFkuTvzz9qAAAAAAAAALiflLQMrdpr+zvR/JBKGQCA8sttV+jmDNZeunRJCQkJCg4ONtWJiorSokWLZBiGduzYoe3bt6t169Y223v//feVlpYmKWtf3uz9dAEAAAAAAADAmVLSMnQ+KbXI559KvOFQmuXVz3RRaI0qpFIGAKCcctuAblBQkG699VYdPHhQkhQTE6P+/fub6gwePFjPP/+8LBaLDMPQ8OHDtXLlSoWGhprqff3115oyZYq1nqenpzp37lxi1wIAAAAAAACg/CvOvrdFRYplAADKP7cN6EpSz549rQHdFStW5AnohoeH6/7779eyZctksVi0b98+NWvWTH369FGTJk108+ZNbdiwQb/++qsMw5CUtTp3yJAhpj16AQAAAAAAAKC4irrvbVFU9vJQz8japFgGAKACcOuA7uDBg/Xuu+/KMAx9+eWXevPNN+Xn52eq8/bbb2vdunVKSkqSxWLR9evXtWjRIlMdwzCsq3ODgoL02muvleRlAAAAAAAAACinstMrp6Znlkgwd8GjHRRao4qCqlYmxTIAABWEWwd07777bo0bN04pKSmSpIMHD+bZIzc8PFzff/+97rvvPiUmJspiseRpJzuYW7duXS1ZskR169YtkfEDAAAAAAAAKJ9KI71yZS8PtW4QQCAXAIAKxq0DupL05ptvFlqnQ4cOOnDggF5++WV9+eWXio+PN90fEhKiESNGaOLEiapZs6arhgoAAAAAAACggijJ9MrZekbWJpgLAEAF5PYBXXvVqlVLb7/9tt5++23FxcUpPj5ehmEoJCREERERpT08AAAAAAAAAGVcSadXzsZ+uQAAVGzlJqCbU0REBEFcAAAAAAAAAE5R3PTKq5/pospeHkXun/1yAQCo2MplQBcAAAAAAAAAnKU46ZXvb1VHjYP9nTwiAABQkRDQBQAAAAAAAFDhZadTzq2o6ZVJkwwAAJyFgC4AAAAAAACACqu46ZRzy06vTJpkAADgLAR0AQAAAAAAAFRYxUmnnBvplQEAgCuUSkD3888/L41uTR566KHSHgIAAAAAAACAUpCdXrmo6ZRzI70yAABwpVIJ6A4fPlwWi6U0urYioAsAAAAAAABULKRXBgAAZVGpplw2DKNE+7NYLDIMo9SDyQAAAAAAAABKHumVAQBAWVRqAd2SDuaWVp8AAAAAAAAASkZ2KmVbSK8MAADKqlIJ6H788cel0S0AAAAAAACAcsjZqZSl39Mp50Z6ZQAAUNJKJaA7evTo0ugWAAAAAAAAQDnkzFTKEumUAQCAeynVPXQBAAAAAAAAwB75pVN2VipliXTKAADAPRHQBQAAAAAAAOC2XJFOObfs9MqkUwYAAO6IgC4AAAAAAAAAt+XsdMq5kV4ZAAC4OwK6AAAAAAAAANxKdnplZ6ZTzo30ygAAoKwgoAsAAAAAAADALTg7vXJ2KmVbSK8MAADKCgK6AAAAAAAAANyCM9Mrk0oZAACUF24d0PX29nZJuxaLRampqS5pGwAAAAAAAED+stMp5+as9MqkUgYAAOWNWwd009PTXdKuxWJxSbsAAAAAAAAAbCupdMqkUgYAAOWNWwd0pazgq2EYDtW3xZE2AAAAAAAAADgX6ZQBAACKxq0Dup06dXJ4NW1ycrLOnz+vU6dOSfo9wFuvXj2Fh4c7e4gAAAAAAAAA8pGdXpl0ygAAAEXn1gHdDRs2FPnc+Ph4LVy4UDNmzNDp06d18eJFvfzyyxo1apQTRwgAAAAAAAAgN1elVyadMgAAqIjybjJRTtSuXVvjxo3Trl271KNHD6WkpOiRRx7R+++/X9pDAwAAAAAAAMq17PTKzgjmZqdXrh/oSzAXAABUSG69QtcZAgIC9M033ygqKkoHDhzQuHHj1L59e7Vp06a0hwYAAAAAAACUSdmplG0hvTIAAIBzlfuAriT5+fnplVde0eDBg5WRkaHnnntOa9asKe1hlYqUlBTFxMRo//79SkxMlLe3t0JDQ9W+fXs1bNiwtIcHAAAAAAAAN+bsVMrS7+mUcyO9MgAAQJYKEdCVpD/+8Y/y8fFRSkqK1q5dqxMnTqhBgwalPawCDRs2TAsXLjQdCwsL0/9j787Do6rvPY5/zjBhEkhCgiYhIWwCAgHjgqhYgcqmYiy2Fb1YW2pR61aqVGitqKSCxaVKqcVW3KVYK1pRtFcJLlBtFRdAZJHUBIhskYSQkG0yOfeP3JkyYQKZmZPMmcz79Tx57pyZOb/zzfP4x6Wf/D6/4uLioNcqLS1Vfn6+nn76aR0+fDjgd4YPH64777xTkydPDmVcAAAAAAAAdHDeKmWreOuUAQAA0LIOe4Zucy6Xy28H6vvvvx/BaY7vtddeOyrMDdW7776rnJwc/fGPf2wxzJWkTz75RJdeeqmmTZum+vp6S54NAAAAAACA6Ffr9qhwf5VlYa7L6VBebiZ1ygAAAK0QMzt0JSkx8b9/7bdr164ITnJsFRUVuuGGGyxZ65///KcmTZqkmpoav/dTUlLUr18/lZeXa9euXfJ4PL7Pnn32WVVVVWn58uUyDMOSOQAAAAAAABB9rK5Y9tYrU6cMAADQejGzQ1eSdu/eHekRWmXWrFn6+uuvJTWd/xuq8vJyXXHFFX5hbp8+ffTKK6+orKxMn376qYqKilRcXKyf/vSnfve+/PLLevjhh0N+NgAAAAAAAKKft2LZijDXW6/cq3sXwlwAAIAgxEygu2HDBpWUlPh2nKalpUV4osDeffddPf7445Ikh8Ohu+++O+S1HnjgAb8Qu1+/fvrggw80efJkv5232dnZ+tOf/qT58+f73f+b3/xG5eXlIT8fAAAAAAAA0avW7dGqzfvCXod6ZQAAgPDEROVyXV2dbr75ZkmSaZoyDEOnnXZahKc6Wk1Nja655hqZpilJ+tnPfqYRI0aEtFZpaan+8Ic/+L23ZMkSZWVltXjP7bffrjfffFNr1qyR1FT9/OCDDx4V9AIAAAAAAKDjqnV7VFpZp5LymlbvzPVWKQdCvTIAAEB4Onyg+84772j27Nn69NNPZRiGTNNUr169dPrpp0d6tKPceeed+s9//iNJ6t27t+bNm6ePP/44pLX++te/qqqqync9evRojRs37pj3GIahu+++2+97Tz75pObNm8dZugAAAAAAADHgrle/0AvbNwdVseytUgYAAEDbsHWge91114V0X01Njfbt26cNGzbom2++8b3v3Z2bn59v1YiWWbdunRYuXOi7/uMf/6jExND/H+EVK1b4XU+fPr1V951//vnq16+fioqKJEl79+7Vv//9b40cOTLkWQAAAAAAABAd3t66X3Vm644qczkdmpCTQZUyAABAG7N1oPv444+HtTPUW1185BpXX321pk2bFvZsVnK73Zo+fbo8Ho8kacqUKcrLywt5vaqqKl9tstfEiRNbda9hGBo/fryWLFnie2/lypUEugAAAAAAAPB5/tpzdHrvFKqUAQAA2kHggy06CG+Qa5qmXC6XFixY4BdU2sVvf/tbff7555KklJQULVq0KKz1vvjiC7ndbt91v3791KNHj1bf/61vfcvvev369WHNAwAAAAAAgI7D5XQQ5gIAALQjW+/Qlf67yzYUqampOuOMMzRp0iRdddVVSktrXV1Me9q8ebPmz5/vu77vvvuCCl8D2bJli991Tk5OUPc3/37z9QAAAAAAABC7JuRkEOYCAAC0I1sHutu3bw/6HsMwFB8fr+Tk5LDOoG0PjY2Nmj59uurr6yVJo0aN0rXXXhv2utu2bfO77tWrV1D3N//+jh07VFtbq/j4+LBnAwAAAAAAQNurdXtUWlkX8DNPWbX6hrAmZ+YCAABEhq0D3f79+0d6hDa1aNEi/fvf/5Ykde7cWY899lhYZwZ77d+/3+86Ozs7qPszMjLkdDrV0NAgqSl4PnDggHr27GnJbKWlpUHdU1hYGPZzAQAAAAAAYkFNvUezlm/Qqs37VNfQGPA72Uap/ulq/ZoFM8fI5XQoLcnFzlwAAIAIsHWg25EVFRVpzpw5vuvbb79dgwcPtmTtqqoqv+uuXbsGdb9hGEpISFBlZWWLa4Zq8eLFys/Pt2QtAAAAAAAA+Ju1fINWbtxj2Xp5uZkakG7vFjwAAICOzhHpAWLVddddp8OHD0uSBg8erF//+teWrd08fA2lKjkhIeGYawIAAAAAAMA+at0eFe6vsizMdTkdysvNpF4ZAADABtihGwFPPPGECgoKJDXthn3sscfUuXNny9avra31uw5lbZfLv3enpqYmrJkAAAAAAABgvdZULAdj6fSz1al7H+qVAQAAbIRAt53t2bNHt912m+/6mmuu0ahRoyx9RvMdufX19UGvUVdXd8w1Q3XjjTdqypQpQd1TWFioSy+91JLnAwAAAAAAdCRWVyz3PaGLlNrFsvUAAAAQPgLddnbTTTfp4MGDkqQePXro/vvvt/wZiYn+55o037HbGs135DZfM1Tp6elKT0+3ZC0AAAAAAIBYVOv2qLSyTnUNjZaGuQAAALCnqAp0t2zZojfeeEOfffaZdu7cqUOHDqmmpkamaQa1jmEY2rZtWxtN2bIXX3xRf//7333Xv//975WSkmL5c6NxwRwAACAASURBVJqHr96zelvLNM02C3QBAAAAAAAQmnDqlQtmjpHL6ZAkdTq0S3q6DQYEAABAm4iKQPfDDz/ULbfcoo8++sjv/WCDXC/DMKwYK2izZs3yvb744ot1+eWXt8lzmu+ALSkpCer+ffv2qaGhwXftcDh04oknWjIbAAAAAAAAQhNqvXJebqYGpB/xx/qGNUdrAQAAoH3YPtBdvHixZsyYIdM0fQGuN5ANJZgNNQS2grdqWZJef/31kObfsWPHUfd99tlnOu2003zXgwYN8vt8586dQT2j+ff79Olj2Rm6AAAAAAAAaL1w6pVdTocm5GTogctObaPpAAAA0B5sHei+/vrruvnmmyU1hbeGYfiC3U6dOik5OVldunSJ8JT2M3jwYL/rzZs3B3X/li1bjrkeAAAAAAAA2lY49cpSU8VydmqC4uM6tcF0AAAAaE+2DnRnzJghSb4gt3v37rrllls0efJkDRkyRE6nrcePmKFDhyouLk5ut1uSVFxcrD179igzM7NV97///vt+10fu/gUAAAAAAEDbC7VeWQpQsQwAAICoZttEdN26dSoqKvKFuUOHDtXq1auPOh82mqxYscIXsrbWhg0bdNttt/muMzIytHTpUr/vDBgwwO86KSlJo0eP1urVq33vrVq1Sj/60Y+O+zzTNFVQUOD33iWXXBLUzAAAAAAAADg+b51yc6HUK0tULAMAAHRUtg10N2zYIKkpYDQMQ08++WRUh7mSNGbMmKDvab4LOT4+XuPHjz/ufd/5znf8At0nnniiVYHuO++8o6KiIt91RkaGzj777CAmBgAAAAAAwLGEW6fcXMHMMXI5HUpLclGxDAAA0AE5Ij1AS0pLS32ve/bsqREjRkRwmujzP//zP+ratavves2aNXr77bePeY9pmsrPz/d77+qrr5bDYdv/TAAAAAAAAKKOt07ZijDXW6/cq3sXwlwAAIAOyrZJXZcuXSQ1nZ+blZUV4WmiT3p6um6++Wa/96655hrt3r27xXt++9vfas2aNb7rbt26adasWW02IwAAAAAAQKyodXu0q6xahfurQj4b90gup0N5uZnUKwMAAMQA21YuDxw40Pe6oqIigpNEr9mzZ+uZZ57R3r17JUlFRUU699xztWjRIl1yySUyDEOSVFJSonnz5unPf/6z3/133HGHunfv3u5zAwAAAAAAdBTUKwMAACBctg10zzvvPLlcLtXV1emrr77SoUOHlJycHOmxokr37t31wgsv6IILLlBtba0kaceOHZo8ebJSUlLUr18/HTx4UDt37pTH4/G7d/LkybrtttsiMTYAAAAAAECH4a1XtoK3XhkAAACxxbaVy8nJyfrBD34gSWpoaNBzzz0X4Ymi0+jRo/X6668ftdP24MGD+uyzz1RUVHRUmHvllVfqhRde8O3gBQAAAAAAQPBq3R6t2rwv7HWoVwYAAIhttt2hK0nz58/XypUrVVpaqrvvvlsXXHCBBgwYEOmxos7YsWO1efNm5efn65lnnlF1dXXA751++umaM2eOvve977XzhAAAAAAAAB1PaWVdUDXL3jrl5qhXBgAAiG22DnQzMjL0yiuv6MILL1RZWZnOP/98LV26VGPGjIn0aO3m29/+tkzTDHudjIwMLV68WL/73e/0wQcfaMuWLTp48KA6d+6snj176uyzzyYsBwAAAAAAiBDqlAEAANASWwe6knTOOefogw8+0GWXXaatW7dq7Nix+va3v63LLrtMZ5xxhtLS0hQfHx/0ullZWW0wrf0lJCRo3LhxGjduXKRHAQAAAAAAiHq1bo9KK+sCfrb3UO1x73c5HZqQk0GdMgAAAFpk+0BXknJycvT2229r3Lhx2rJli9599129++67Ia9nGIYaGhqsGxAAAAAAAAAxpabeo1nLN2jV5n1B1Sp7vXj9SPVIjqdOGQAAAMd19KEcNvTggw/q5JNP1tatW2UYhkzTDPsHAAAAAAAACNWs5Ru0cuOekMJcSeqRHK9e3bsQ5gIAAOC4bL9D96qrrtLzzz/vC2ENw/CFugAAAAAAAEB7qnV7VFJeo5Ub90R6FAAAAMQIWwe6Dz30kJYtWyZJfjtzTzjhBA0dOlQnnHCCunTpEuEpAQAAAAAA0NGFW7F8JJfTobQkl0WTAQAAoKOzbaBbV1en+fPn+wW53/72tzVv3jyde+65kR4PAAAAAAAAMcRbsWyFCTkZVC0DAACg1Wwb6L777rsqLy/3VSxfeumlevHFF+VwRMWxvwAAAAAAAIhytW6PSivrVNfQaEmY63I6NCEnQw9cdqoF0wEAACBW2DbQ3bJliyTJNE05HA4tWrSIMBcAAAAAAABtLpx65YKZY+RyBv7fsNKSXOzMBQAAQNBsG+jW1dVJajo7d8CAAerZs2eEJwIAAAAAAEAsCLVeOS83UwPSE9tgIgAAAMQy2wa6WVlZvtcpKSkRnAQAAAAAAACxotbt0arN+4K6hyplAAAAtCXbBrr9+vXzvS4tLY3gJAAAAAAAAOjovOfllpTXBFWzXDBzjLJTE6hSBgAAQJuxbaB77rnnKisrS7t371ZxcbFKSkqUnZ0d6bEAAAAAAADQgYRzXi4VywAAAGgPjkgP0BKHw6Hp06f7rh966KEITgMAAAAAAICOyHtebjBhrsvpUF5uJhXLAAAAaBe23aErSbfffrtWrFihjRs36pFHHtGYMWM0efLkSI8FAAAAAACAKOatV65raNTKjXtafd/z156j7NQEpSW5qFgGAABAu7F1oBsfH6///d//1aRJk7R+/XpNmTJFt99+u2bNmqXEROpsAAAAAAAA0Hrh1Cu7nA6d3juFIBcAAADtztaB7rJlyyRJN954o+69914VFxdr3rx5WrhwoS644AINHz5caWlpio+PD3rtK6+80upxAQAAAAAAYGPeeuVQTMjJIMwFAABARNg60L3qqqtkGIbv2jAMmaapyspKvfTSS3rppZdCXptAFwAAAAAAoOPx1ik3F2y9spfL6dCEnAzOywUAAEDE2DrQ9TJN0xfsHhnwej9rLW8g3HwNAAAAAAAARLdw6pQDKZg5Ri6ng/NyAQAAEHG2D3S9gW0wwe3x1gIAAAAAAEDHEk6dcnN5uZkakJ5oyVoAAABAuGwd6C5ZsiTSIwAAAAAAAMCmvPXKodYpN0e9MgAAAOzI1oHu9OnTIz0CAAAAAAAAbIZ6ZQAAAMQSWwe6AAAAAAAAQHPUKwMAACCWEOgCAAAAAAAgorzVya1BvTIAAABiDYEuAAAAAAAAIsLq6uRAvHXKzVGvDAAAgGhBoAsAAAAAAICIsLI6ORDqlAEAANAREOgCAAAAAACg3Xjrla2qTg6EOmUAAAB0JLYOdHfv3t1ma2dlZbXZ2gAAAAAAAPDXnvXK1CkDAACgI7F1oJudnS3DMCxf1zAMNTQ0WL4uAAAAAAAAAqNeGQAAAAiNrQNdL9M0Iz0CAAAAAAAAjsFbpRwI9coAAABA6KIi0A1F8529hMIAAAAAAADWa4sqZW91cmtQrwwAAICOztaB7pVXXhl05XJ1dbVKS0v12Wef6fDhw5Kawt2TTjpJI0eObIsxAQAAAAAAYpbVVcpUJwMAAAD+bB3oLl26NOR7Gxsb9dprryk/P1/r169XcXGxfvCDHyg/P9/CCQEAAAAAAGJTrdujkvIay8JcqpMBAACAwGwd6IbD4XBo8uTJmjRpkqZPn66lS5dq3rx5amho0Pz58yM9HgAAAAAAQFSyumLZW69MdTIAAAAQWOsOI4licXFxeuqppzRixAiZpqkFCxZo9erVkR4LAAAAAAAgKnkrlq0Ic731yr26dyHMBQAAAFrQ4QNdSerUqZPuuece3/WvfvWrCE4DAAAAAABgX7Vuj3aVVQf8KdxfZUnFssvpUF5uJvXKAAAAQCt02Mrl5saNG6ekpCRVVlbq008/1bZt2zRo0KBIjwUAAAAAAGALbVWlHAj1ygAAAEDrxUyg26lTJ/Xp00ebNm2SJH344YcEugAAAAAAAP/PW6VsBW+VMgAAAIDwxUygK0nx8fG+13v2WPMPFAAAAAAAgGhV6/aotLJOdQ2NllUpT8jJoEoZAAAAsFBMBbo7d+70vXY6Y+pXBwAAAAAA8LG6XllqqljOTk2gShkAAACwWMykmmvXrtX+/ft91+np6RGcBgAAAAAAIHKsrFeWqFgGAAAA2lJMBLrl5eW68cYbZRiGTNOUJI0YMSLCUwEAAAAAALSvWrdHJeU1loW5VCwDAAAAba9DB7qVlZVavny55s6dq5KSEkmSYRgaMmSIBg8eHOHpAAAAAAAA2kc4FcsFM8fI5XQE/CwtyUXFMgAAANDGbB3oTpw4MaT7ampqtG/fPhUVFamxsVGmafp25xqGoQULFlg8KQAAAAAAgH2FWrFMlTIAAAAQebYOdAsKCmQYRkj3equVJflVLd91113Ky8uzZD4AAAAAAAA7qHV7VFpZF/CzuobGoMNcqpQBAAAA+7B1oBsObxBsmqZM01SPHj20cOFCXX755RGeDAAAAAAAwBrhVCkH4q1XpkoZAAAAsA/bB7pH7rRtrbi4OCUlJalPnz4644wzNGnSJF1yySVyOm3/6wIAAAAAALRaqFXKgVCvDAAAANiTrRNOt9sd9D2GYcjhcLTBNAAAAAAAAPZR6/Zo1eZ9Ya9DvTIAAABgb7YOdDt1otoHAAAAAADErmOdjVtSXhN2zXLBzDHKTk2gXhkAAACwMVsHugAAAAAAALHI6rNxA6FiGQAAAIgOBLoAAAAAAAA2Y+XZuM1RsQwAAABEFwJdAAAAAAAAm6h1e1RSXhN2mPv8tecoOzUh4GdpSS4qlgEAAIAoQqALAAAAAAAQYVZWLLucDp3eO4XQFgAAAOggHJEe4Fg2bdqkk08+2fezZs2akNZ57733fGsMGjRI27dvt3hSAAAAAACA0Hkrlq04L3dCTgZhLgAAANCB2HqH7qOPPqrCwkJJ0uDBgzV69OiQ1hk9erQcDoe+/PJLGYahxx57TA888ICVowIAAAAAAEhqqk0uraxr9ffrGhotOS+Xs3EBAACAjsnWge4rr7wiSTIMQz/84Q9DXscwDP3oRz/SnDlzZJqmXn75ZQJdAAAAAABgKStrk1tSMHOMXM7AhWucjQsAAAB0TLatXN66dav27PnvX6d+5zvfCWu9yZMn+14XFxeruLg4rPUAAAAAAACOZGVtciB5uZkakJ6oXt27BPwhzAUAAAA6Jtvu0P3iiy98rxMTEzV06NCw1svJyVFiYqKqqqokSZ9//rn69u0b1poAAAAAACC2tFSnbFVtciBUKQMAAACxzbaB7tdffy2pqS65V69eYa9nGIZ69+6tzZs3S5J27twZ9poAAAAAACA2tEedciAFM8coOzUh9nbfumulqn2RnqLjOrQ70hMAAAAgCLYNdL07aSUpKSnJkjWPXKeystKSNQEAAAAAQMfnrVNuT96K5ZhSXy2tuEna9obUUBvpaQAAAABbsG2gm5j433+wHDx40JI1KyoqfK87d+5syZoAAAAAAKBj8tYrt2WdciAxXbG84ibpi5cjPQUAAABgK7YNdNPS0iRJpmmqpKREDQ0NcjpDH9ftdvvVLHvXBwAAAAAAOJLV9coFM8fI5XS0+vtpSa7Yq1iWmmqWt70R6SkAAAAA27FtoNu/f3/f6+rqaq1Zs0Zjx44Neb01a9aourrad92nT5+w5gMAAAAAAB2TlfXKMVmbHKqqfdQsR5ozXkrMiPQUAAAAaKb1fx7azs4880x169ZNhmFIkhYsWBDWekfe36VLF40cOTKs9QAAAAAAQMdR6/ZoV1m1CvdXWRLmupwO5eVmxmZtMqLXoElSXHykpwAAAEAztt2h63A4dOGFF+qFF16QJK1evVqLFi3SjBkzgl5r0aJFWr16tS8cvuCCCxQXF2fpvAAAAAAAIPqEW6/cUp1yzNYmIzo545vC3Ml/jPQkAAAACMC2ga4kzZkzR3/7298kNZ2lO3PmTB08eFBz5syRw3H8zcWNjY265557dM8998gwDJmmKYfDoTlz5rT16AAAAAAAIAqEU69MnXI7uvp/peSsSE/RcSVmsDMXAADAxmwd6A4dOlTXXHONlixZIsMw1NjYqPz8fC1btkw33XSTLrroIg0YMOCo+woLC/XGG29o8eLF2r59u0zTlGEYMgxDP/7xj3XaaadF4LcBAAAAAAB2Uev2qKS8JqQw1+V0aEJOBnXK7Sk5S0rtE+kpAAAAgIiwdaArSY888oi++OILffDBB75dtl9++aVuueUW3XLLLUpOTlZaWpoSExNVVVWl0tJSHTp0SFLTrl5JvvtGjRqlRx99NJK/DgAAAAAAiKBwKpa99crUKQMAAABoT7YPdOPi4vT666/rhz/8oVauXOk7B9cb1lZUVKiioiLgvUd+99JLL9XTTz/N2bkAAAAAAMSwUCuWqVcGAAAAECnHP4jWBrp166ZXX31Vf/jDH5SVleW387alH6kpyM3Oztaf/vQnvfzyy0pOTo7krwEAAAAAANpYrdujXWXVAX8K91cFHea6nA7l5WZSrwwAAAAgYmy/Q/dIN910k6677jotX75cb731ltauXavi4mI1Nv63IsnhcOikk07SqFGjdOGFF+p73/ueOnWiBgkAAAAAgI4snCrlQKhXBgAAAGAXURXoSk0VzFOnTtXUqVMlNe3CPXjwoCorK5WUlKSUlBTfDl0AAAAAABAbQq1SDoR6ZQAAAAB2EnWBbnOGYSg1NVWpqamRHgUAAAAAALSRWrdHpZV1AT+ra2i0JMx1OR2akJNBvTIAAAAAW4n6QBcAAAAAAHRcVlcpt6Rg5hhlpyZQrwwAAADAdgh0AQAAAACAbVlZpdwSKpYBAAAA2BmBLgAAAAAAsJ1at0cl5TVtGuZSsQwAAAAgGkQk0D1w4IBOOOGESDy6RXacCQAAAACAWGN1xXLBzDFyOR0BP0tLclGxDAAAAMD2Av+Lpo31799f8+fPV3V1dSQe76e6ulr33HOP+vfvH+lRAAAAAACIed6KZSvCXG+Vcq/uXQL+EOYCAAAAiAYRCXQPHTqku+66S3369FF+fr4OHDjQ7jMcOHBAc+fOVZ8+fTR37lxVVla2+wwAAAAAAKCpXnlXWbUK91dZUrHscjqUl5tJlTIAAACADiGiZ+geOHBAv/nNb3T//fdrypQpuuaaa3Teeee16TPXrl2rxx9/XMuXL1dtba0kyTRNGYbRps8FAAAAAAD+wqlXpkoZAAAAQKyISKD7zjvv6Gc/+5k2bdok0zRVU1Oj5557Ts8995z69Omj7373u5o8ebJGjhypuLi4sJ7ldrv1r3/9S6+88or+/ve/a+fOnZKaQlyvU045RYsWLQrrOQAAAAAAIDjeeuVgeauUAQAAACAWRCTQHTNmjNavX68///nPmj9/vnbv3i2pKWQtLi7WwoULtXDhQsXHx+vss8/WmWeeqWHDhmnQoEHKzs5Wjx491KmT/1/aejwe7dmzRyUlJdq2bZs+//xzffLJJ/roo4/8duIeKSsrS3PmzNF1110nhyMi7dMAAAAAAMSkWrdHqzbvC+oel9OhCTkZVCkDAAAAiCkRq1x2OBy64YYb9JOf/ESLFy/Www8/rJKSEt/n3p277733nt57772j7ne5XEpISJBpmqqtrVVdXV3A53hD3CMrlbOzs/WLX/xC119/vVwul8W/GQAAAAAAsanW7VFpZeB/nzdXUl4TVM1ywcwxyk5NoEoZAAAAQMyJ6Bm6UlMwe+utt2rGjBlavny5Hn30Ua1du/ao7zXfXVtbW+vbeRtIoDNxR48erRtuuEGXXXbZUTt8AQAAAABAaMI5C7c1qFgGAAAAEMsiHuh6derUSVdccYWuuOIK7dq1S88//7xWrlypf//732poaPD7bqCwVvIPfU3TlNPp1DnnnKOLL75YU6dOVe/evdv0dwAAAAAAIBaFehbu8VCxDAAAAAA2CnSP1KtXL82ePVuzZ89WZWWl/vWvf+mTTz7Rxo0bVVRUpF27dqmiokI1NTWSpISEBKWkpKhXr17q27evcnNzNXz4cI0cOVJJSUkR/m0AAAAAAOh4vPXKdQ2Nloe5z197jrJTE5SW5KJiGQAAAEDMs2Wge6SkpCRNnDhREydOjPQobaK+vl5bt25VcXGxvv76a1VWVsrtdis5OVknnHCCcnNzNWTIEMsqohsaGvThhx9q06ZNOnDggDp16qTMzEwNHz5cQ4cOteQZAAAAAICOq63rlV1Oh07vnUKQCwAAAAD/z/aBbke0fPlyFRQU6P3339fWrVuPqpRurlu3bpo6dap+/vOfa/DgwSE9s6qqSgsWLNCjjz6qsrKygN8ZNGiQfvnLX+rHP/5xi7XWAAAAAIDY1lb1yl4TcjIIcwEAAADgCI5IDxCLbrnlFv35z3/Wpk2bjhvmSlJFRYX+9Kc/KTc3V3PnzvU7K7g1Pv/8c+Xm5mr+/PkthrmStG3bNv3kJz/RRRddpIqKiqCeAQAAAADouGrdHu0qq1bh/qo2C3NdTofycjM5LxcAAAAAmmGHrk3Ex8erd+/e6tatmxobG/XNN99o586dfuGt2+1Wfn6+du3apSeeeKJV627btk1jx47VN9984/d+YmKiTjrpJNXU1Ki4uFhut9v32ZtvvqmLLrpIb7/9tuLj4635BQEAAAAAUSfceuWCmWPkcrbub8k5LxcAAAAAAmOHboRkZWXp2muv1XPPPafCwkIdPnxY27Zt00cffaSPP/5YxcXFOnDggB577DFlZ2f73fvkk0/qqaeeOu4zGhoaNGXKFL8wt3v37nrmmWdUVlamDRs26Msvv9TevXt1xx13yOH4738O//rXvzR79mzrfmEAAAAAQNTx1iuHEubm5WZqQHqienXv0qofwlwAAAAACMwwg+3vRdg2btyoU045pdXn1JaXl2v8+PH69NNPfe9lZmaqpKTEL4Rt7rHHHtNPf/pT33Vqaqr++c9/KicnJ+D3ly1bph/84Ae+a6fTqc2bN2vgwIGtmrOtfPHFFxo2bJjvetOmTRo6dGgEJwIAAACAjqPW7VFpZd1R79c1NGr8Q+8FvZ7L6dCEnAw9cNmpSuhMSIsglO+Qfp8b+LOfb5RS+7TvPACAoPG/5QJA26ByOQJyc1v4x0kLUlNTtXTpUg0dOtRXwbxnzx69//77GjVqVMB76uvrNW/ePL/3HnzwwRbDXEm68sor9Y9//ENLly6V1LTDd+7cufrLX/4S1LwAAAAAAPsLt065OW+9MtXJAAAAAGAtKpejxJAhQzR8+HC/97Zs2dLi9998803t2rXLd923b19dffXVx33O3Llz/XYOv/jii6qoqAhhYgAAAACAnYVTp9zckfXKhLkAAAAAYC0C3SjSv39/v+sjz8ZtbsWKFX7XV199dasqnvv3768xY8b4rt1ut954440gJwUAAAAARFqt26NdZdUBfwr3V2nlxj1hP8PldCgvN1MPXHaqBRMDAAAAAAKhcjmK1NbW+l2npKS0+N3XX3/d73rixImtfs6ECRP07rvv+q5XrlypqVOntvp+AAAAAEDkWF2lHAj1ygAAAADQfgh0o4Rpmlq3bp3fe80rmL327dunvXv3+q5dLpfOOOOMVj/rW9/6lt/1+vXrg5gUAAAAABBJ3irltuKtVwYAAAAAtA8C3Sjx5JNPavfu3b7rwYMH66yzzgr43eZn6w4YMECdO3du9bNycnL8rgsLC9XQ0CCnk/9cAAAAAMCOat0elVbWqa6hsc3CXJfToQk5GdQrAwAAAEA7I6GLAs8884xuvPFG37XD4dAjjzzS4pm427Zt87vu1atXUM9LS0tTfHy8r+K5vr5eRUVFGjhwYJCTAwAAAADaUlvUK3vrlJujXhkAAAAAIoNA1wa+/PJL7dy503ftdrtVXl6uTZs2acWKFdq8ebPvs86dO+uxxx7TuHHjWlxv//79ftfZ2dlBz5SVlaWvvvrKb00rAt39+/ertLQ0qHsKCwvDfi4AAAAAdERW1ytTpwwAAAAA9kOgawOLFy/W73//+2N+xzAMXXjhhfrtb3+rU089dr1VVVWV33XXrl2Dnqn5Pc3XDNXixYuVn59vyVoAAAAAEIvaol6ZOmUAAAAAsC8C3SgxZcoUzZgx47hhrnR0+BofHx/08xISEo65JgAAAACgfYVbr9xSlbJEnTIAAAAA2BmBbpT429/+pr/97W8aNWqUnnzySQ0YMKDF73rPvvXq3Llz0M9zuVx+1zU1NUGvAQAAAACwTjj1ylQpAwAAAED0snWgu3v3bt/rtLQ0xcXFhbyW2+32O7s1KysrrNmstHDhQi1cuNB3XVNTowMHDmjDhg36+9//rmXLlvkC1bVr12rEiBFatWqVzjzzzIDrNd+RW19fH/RMdXV1x1wzVDfeeKOmTJkS1D2FhYW69NJLLXk+AAAAAESbWrdHJeU1IYW5VCkDAAAAQPSzdaCbnZ0twzAkSatWrdLYsWNDXmvNmjWaOHGipKbzaBsaGiyZsS0kJCQoOztb2dnZuvjii/WrX/1KU6ZM0fr16yVJBw8e1KWXXqpNmzYpJSXlqPsTE/3/6rr5jt3WaL4jt/maoUpPT1d6erolawEAAABARxZOxbK3XpkqZQAAAACIfoEPz7ER0zQtXcv7E00GDBigVatWqVevXr73vv76az3wwAMBv988fD18+HDQz2x+j1WBLgAAAACgdbwVy8GGud565V7duxDmAgAAAEAHYPtA17tDN9adeOKJys/P93vv6aefDvjd5jtgS0pKgn7ekXXXgdYEAAAAAISn1u3RrrLqgD+F+6uCrlh2OR3Ky82kXhkAAAAAOhhbVy7D33e/+11Nnz7dt8N49+7d2rFjh/r06eP3vUGDBvld79y5M6jn7N+/36+muXPnzjrppJNCnBoAAAAAcKRwqpQDd0fMaAAAIABJREFUoV4ZAAAAADo22+/QtcqRAWV8fHwEJwldSkqKunfv7vfe3r17j/re4MGD/a7/85//qL6+vtXP2bJli991//795XSS/QMAAACAFUKtUg6EemUAAAAA6PhiJtD96quvfK+Tk5MjOIm14uLijnqvR48e6tGjh++6rq5On3zySavXfP/99/2uTzvttNAHBAAAAAD41Lo9WrV5X9jrUK8MAAAAALEjJgLdxsZGPffcc5KazuQdOHBghCcKTWVlpcrKyvzey8jICPjdiy++2O961apVrX5O8+9ecsklrb4XAAAAANCy0sq6sHfmFswcow13T9QjV56hhM7sygUAAACAji7iPbrLli1r1fdWr14dsF64JaZpqrq6WkVFRVqxYoW2bt3q++zss88Oek47eP31133n50pSWlqaMjMzA373O9/5jp544gnf9VNPPaU777xThmEc8xn/+c9/9N577/mu4+LiNGnSpDAnBwAAAABYwVuxDAAAAACIHREPdK+66qpjhozeAHPBggUhP8M0Td8zDMPQD3/4w5DXipSamhrdfffdfu/l5eXJ4Qi8yfqCCy5Qdna2SkpKJEnFxcV66qmn9JOf/OSYz5k7d65faPz9739f3bp1C3N6AAAAAIgttW6PSivrjnp/76HakNZzOR2akJNBxTIAAAAAxKCIB7peR4aIoXzeEsMwZBiG7/6ZM2cqNzc3pLWsMHv2bE2ZMkUjRoxo9T1lZWW64oor9OWXX/re69Spk2699dYW73G5XLrjjjt0ww03+N677bbbdM455ygnJyfgPcuWLdPSpUv9npGfn9/qOQEAAAAg1tXUezRr+Qat2rwv6GrlF68fqR7J8QE/S0tyKT6OemUAAAAAiEW2OEM31LC2tWubpqmhQ4fqySef1P33399mz2qNt956S2eddZbOPvtsPfTQQ1q/fr3cbvdR3zNNU1u3btU999yjQYMGqaCgwO/zW2+9VaeccsoxnzV9+nQNHTrUd11eXq5Ro0bp2WefVUNDg+/9srIy3XnnnUftXP7pT3+qk08+OZRfEwAAAABi0qzlG7Ry456QzsntkRyvXt27BPwhzAUAAACA2BXxHbpLliwJ+L5pmrruuut8Vcm33nqrhgwZ0up1HQ6Hunbtqu7du2vo0KEtnjUbKR999JE++ugjSVLnzp3Vs2dPpaSkqHPnzqqsrNSuXbtUWVkZ8N5p06bpvvvuO+4z4uLi9OKLL+q8885TWVmZpKbwdtq0abrpppvUv39/1dTUqKio6KhQ+ayzztKDDz4Y5m8JAAAAANGrpdrkltQ1NGrlxj1tOBEAAAAAIBZFPNCdPn16i59dd911vteTJk3S2LFj22OkdldfX6+ioqLjfi85OVkLFizQ9ddff8xzh480ZMgQvf3225o8ebJ27Njhe7+qqkobNmwIeM/48eP14osvKiEhoXW/AAAAAAB0IOHUJofK5XQoLcnVLs8CAAAAAEQXW1QuH4u3MrmjeP7553Xfffdp/PjxSk5OPu73DcNQbm6uHnjgARUWFuqGG25odZjrdeqpp+rzzz/X7bffrtTU1Ba/N3DgQC1ZskRvvfWWUlJSgnoGAAAAAHQU4dQmh2pCTga1ygAAAACAgCK+Q/dYtm/f7nvds2fPCE5inSFDhmjIkCGaPXu2GhsbtX37dhUWFmrnzp06dOiQ3G63kpKS1K1bN/Xt21dnnHFGq4Lf40lKStK9996r/Px8ffjhh9q0aZMOHDigTp06KTMzU2ecccZxz+QFAAAAgI6u1u3Rqs372u15LqdDE3Iy9MBlp7bbMwEAAAAA0cXWgW7//v0jPUKbcjgcGjRokAYNGtRuz4yLi9N5552n8847r92eCQAAAAB209L5uCXlNW2yM7dg5hi5nEeXZKUludiZCwAAAAA4JlsHugAAAAAAWCkS5+Pm5WZqQHpiuzwLAAAAANDxEOgCAAAAAGKG93zc9kCdMgAAAADAClEZ6NbV1Wn37t2qqKhQTU2NTNMMeo1zzz23DSYDAAAAANiNt165rqExrDD3+WvPUXZqQqu/T50yAAAAAMAKURPofvnll3riiSf0j3/8Q1u3bpXH4wl5LcMw1NDQYOF0AAAAAAC7sbJe2eV06PTeKQS0AAAAAIB2Z/tA1+126/bbb9fvf/97NTY2hrQbFwAAAAAQe6ysV56Qk0GYCwAAAACICFsHuh6PR5dffrleffVVX5BrGIYkEewCAAAAAHx1ys2FW6/sxTm4AAAAAIBIs3Wg+8gjj2jFihUyDEOGYcg0TZmmqZycHJ122mlKT09X165dIz0mAAAAAKCdWVmnLEkFM8fI5XQc9T7n4AIAAAAAIs22gW5jY6Pmz5/vC3Ilafz48Xr44Yc1dOjQCE8HAAAAAIgkK+uU83IzNSA90ZK1AAAAAACwmm0D3Q8//FDffPONb3fuRRddpFdffVUOx9F/MQ0AAAAA6FhaqlKWqFMGAAAAAMQW2wa6mzdvltR0Vq5hGFq4cCFhLgAAAAB0cFZXKQfirVemThkAAAAAEA1sG+iWlpb6Xvft21cDBgyI4DQAAAAAgPZgZZVyINQrAwAAAACijW0D3bi4OEmSYRhKT0+P8DQAAAAAgLbirVe2qko5EOqVAQAAAADRyraBbt++fX2vDx48GLlBAAAAAABtoi3qlb11ys1RrwwAAAAAiFa2DXRHjRolh8OhxsZGFRcXq7q6Wl26dIn0WAAAAAAAi1hdr0ydMgAAAACgIzr6z5ZtIj09XXl5eZKk+vp6vfzyyxGeCAAAAAAQrlq3R7vKqlW4v8qyMNfldCgvN5M6ZQAAAABAh2TbHbqSdP/99+utt95SXV2d5syZo0mTJql79+6RHgsAAAAAEKRw65VbqlKWqFMGAAAAAHRstt2hK0knn3yynnrqKTkcDu3atUuTJk3Snj3W1XEBAAAAANqHt145lDDXW6Xcq3uXgD+EuQAAAACAjszWO3Ql6YorrlBCQoJ+/OMfa926dRo2bJhuuukmXX755Ro2bFikxwMAAAAA/L9at0ellXVHvV/X0BhSvbLL6dCEnAyqlAEAAAAAMc3Wge7JJ5/se+1wOGSapsrLyzV//nzNnz9f8fHxOuGEExQfHx/UuoZhaNu2bVaPCwAAAAAxKdw65ea89cpUKQMAAAAAYPNAt7CwUIZhyDRNGYYhwzAkSaZpSpJqampUUlIS9LredQAAAAAA4fPWKVvBW68MAAAAAACa2DrQ9WoewIYTyHrDYAAAAABA+GrdHq3avC/sdahXBgAAAAAgMFsHullZWeymBQAAAAAbK62sC6tmmXplAAAAAACOzdaBbih1ygAAAACA6EC9MgAAAAAAx2frQBcAAAAAEHm1bo9KK+sCfrb3UG3Q61GvDAAAAABA6xHoAgAAAAACqqn3aNbyDVq1eV9ItcovXj9SPZLjj3qfemUAAAAAAFqPQBcAAAAAENCs5Ru0cuOekO/vkRyvXt27WDgRAAAAAACxh0AXAAAAAOCn1u1RSXlNWGEuAAAAAACwRtQHujU1NaqoqFBjY6PS0tIUFxcX6ZEAAAAAICqFW7F8JJfTobQkl0WTAQAAAAAQu6Iu0F2zZo1eeuklrV27Vlu3blVdXZ3vs1WrVmns2LFH3bN+/XpVV1dLklJSUpSTk9Nu8wIAAABAtAi3YvlIE3IyOCcXAAAAAAALRE2gu27dOt1444369NNPfe+Zpul7bRhGi/cuXbpUDz/8sCSpW7du2rNnj1wu/lIcAAAAAGrdHpVW1qmuodGSMNfldGhCToYeuOxUC6YDAAAAAABREeg+8sgj+sUvfqGGhgaZpinDMHxh7pGvW/Lzn/9cixYtUkNDgyoqKvTyyy9r6tSp7TE6AAAAANhSOPXKBTPHyOV0BPwsLcnFzlwAAAAAACwU+F/gNvLMM89oxowZcrvdvvccDoeGDx+u7373u8cNcyWpV69eOv/8833XK1asaJNZAQAAACBaeOuVgw1z83IzNSA9Ub26dwn4Q5gLAAAAAIC1bB3o7ty5U9dff70Mw/BVKt96663as2eP1q1bp5deeknSseuWvb7//e9LaqppXr16ddsNDQAAAAA2Vev2aFdZtQr3VwVdr+xyOpSXm0mVMgAAAAAA7czWlct33XWX6urqJDWFts8995yuvPLKkNYaNWqU73VZWZm++uornXTSSZbMCQAAAAB2Fk69stRUsZydmsDuWwAAAAAAIsC2O3Tr6+v10ksv+XbnXnvttSGHuZI0aNAgJSQk+K63bNlixZgAAAAAYHuh1itL/61YJswFAAAAACAybBvofvDBBzp8+LDvjNxZs2aFtZ7D4VBWVpbvuqSkJKz1AAAAACAa1Lo9WrV5X9D3UbEMAAAAAIA92LZyuaioyPe6Z8+e6t+/f9hrpqSk+F4fOnQo7PUAAAAAwK5q3R6VVtappLwmqJ25BTPHyOV0KC3Jxa5cAAAAAABswLaBbmlpqaSms3MzMzMtX7+xMfiqMQAAAACwu3DOy/XWKwMAAAAAAPuwbaDbuXNn3+v6+npL1iwrK/O9PuGEEyxZEwAAAADsxHtebjBcTocm5GRQrwwAAAAAgA3ZNtBNT0+XJJmmqa+//jrs9SoqKrRjxw4ZhiFJSktLC3tNAAAAALCLWrdHJeU1QYW5z197jrJTE6hXBgAAAADAxmwb6B55Zu6BAwe0bds2DRo0KOT13nzzTV/NsmEYGjFiRNgzAgAAAECkhVqx7HI6dHrvFIJcAAAAAABszhHpAVoyYsQIpaam+nbULlmyJKz1fve73/leDxw4UFlZWWGtBwAAAAB24K1YDva83Ak5GYS5AAAAAABEAdsGug6HQ5MnT5ZpmjJNU3/84x+1cePGkNa69957tW7dOklNu3OvuuoqK0cFAAAAgHZV6/ZoV1m1CvdXhXRebl5uJuflAgAAAAAQJWxbuSxJd911l5YtWya32626ujpdcMEFeu2113TmmWe26v7Gxkbdfffduvfee2UYhkzTVLdu3TRjxow2nhwAAAAArBdqvbIkFcwcI5fTwXm5AAAAAABEGdvu0JWkvn376te//rVM05RhGNq3b59Gjhypq6++Wm+//bYqKiokSaZp+v7vwYMH9fHHH+v+++/XgAEDdO+99/p2+RqGoYcffljJycmR/LUAAAAAICSh1ivn5WZqQHqienXvQpgLAAAAAECUsfUOXalpl+727dv1l7/8RYZhyOPx6Nlnn9Wzzz7r9z3TNDVx4sSj3pPk2537s5/9TNOmTWu32QEAAAAgXLVuj0or61TX0BhSvfKEnAzqlQEAAAAAiGK2D3Ql6ZlnnlHv3r113333+d47Mqxt/p6XN8g1DEO/+c1vdMcdd7TPwAAAAAAQpnDqlaWmiuXs1AR25AIAAAAAEOVsXbns5XA4NH/+fL3zzjs6//zzjwpuvQzDOCrgHTVqlN555x3CXAAAAABRJdR6Zem/FcuEuQAAAAAARL+o2KHrNWrUKBUUFGjTpk36xz/+obVr12rLli06cOCAKioqlJCQoBNPPFH9+vXT+eefrwsvvFBnnXVWpMcGAAAAgKN4q5QDCaVeWaJiGQAAAACAjiiqAl2vYcOGadiwYZo1a1akRwEAAACAoIRbpRxIwcwxcjkdSktysSsXAAAAAIAOJioDXQAAAACIVt4qZat465UBAAAAAEDHRKALAAAAAO2k1u3Rqs37LFmLemUAAAAAAGIDgS4AAAAAtJPSyrqwa5apVwYAAAAAILbYPtDdvXu373W3bt3UtWvXoNc4fPiwKioqfNdZWVmWzAYAAAAA7Yl6ZQAAAAAAYo+tA90333xTkyZN8l1/9NFHGj58eNDrbNmyRWeffbbv+p133tHo0aMtmREAAABAbKt1e1RaWdeq7+49VBvSM6hXBgAAAAAgdtk60F2yZIlM05QknX/++SGFuZJ05plnatSoUVqzZo0k6fHHHyfQBQAAABCWmnqPZi3foFWb94VdoyxJL14/Uj2S4wN+Rr0yAAAAAACxy7aBrtvt1ltvvSXDMCRJU6dODWu9q666yhfovvHGGzJN07c2AAAAAARr1vINWrlxj2Xr9UiOV6/uXSxbDwAAAAAAdAyOSA/Qkg0bNqiqqsq3Q/fCCy8Ma70j7y8vL9cXX3wR1noAAAAAYk+t26NdZdUq3F9laZgLAAAAAADQEtvu0N26davv9Yknnqjs7Oyw1svOzlZaWppKS0slSZs3b9awYcPCWhMAAABAbLC6Xrk5l9OhtCSX5esCAAAAAIDoZ9sdut7g1TAMZWZmWrLmkevs3bvXkjUBAAAAdHzeeuW2CHMlaUJOBmfkAgAAAACAgGy7Q7empsb3Oj4+3pI1j1zn8OHDlqwJAAAAoOOqdXtUUl7TZvXKLqdDE3Iy9MBlp7bJ+gAAAAAAIPrZNtBNTU31vf7mm28sWfPIdRITEy1ZEwAAAEDHE07FcsHMMXI5W1eGlJbkYmcuAAAAAAA4JtsGumlpaZIk0zS1c+dOHTp0SMnJySGvV1FRoR07dsgwDL/1AQAAAKA5b8VysPJyMzUgnT8eBQAAAAAA1rFtoHvKKadIajpD1+PxaOXKlbryyitDXu+1116Tx+PxrTl48GBL5gQAAAAQfWrdHpVW1gX8rK6hMegwl+pkAAAAAADQVmwb6A4aNEjZ2dn6+uuvZZqm8vPzdfnll8vpDH5kt9ute+65R4ZhyDRNpaen67TTTmuDqQEAAADYWThVyoF465WpTgYAAAAAAG2ldQc7RcgVV1wh0zRlGIYKCws1bdq0kNaZNm2atm/f7lvr8ssvt3hSAAAAANHAW6VsRZjrrVfu1b0LYS4AAAAAAGgztg50f/nLX6pr166Sms7S/etf/6rx48drx44drbq/uLhY48aN0wsvvOA7OzchIUG//vWv22xmAAAAAJFV6/ZoV1n1UT+F+6tCOhe3OZfTobzcTOqVAQAAAABAu7Bt5bIknXjiibrvvvt08803++qS3377bQ0cOFB5eXmaNGmSzjzzTKWnpysxMVFVVVXav3+/Pv74Y73xxhtauXKlPB6PTNOU1HR27oIFC5SRkRHh3wwAAACA1ayuUw6kYOYYZacmsCMX+D/27jxKzqrOH/+nOp10OiSQhCxmawzEQ8g4LCJbkIQI0VEDxCWAwGERmVHc+IZNQdEIHFlEFvnhOILbDIYlYhhB0YRl2GYgOghqQjSQAB0waUiCnaS700v9/uBUDdXpJF1VT3dVV79e5/Sx7lPPvc9t8K9+87wvAAAAvaasA92IiHPPPTeWL18et9xyS/Yt27a2trj33nvj3nvv3encTMVyJgz+whe+EJ///Od7Y9sAAEAvy9Qp95RMxTIAAABAbyrryuWMm2++Oa699toYMGBANqSNeCuw3dFPRGSD3Orq6rj++uvjhhtuKOWvAQAA9JDm1vZYsnxdj6ytYhkAAAAopbJ/Qzfj/PPPj2OPPTauvPLKuOeee6Kj4/8q1DIBb0Rkw9x0Oh0DBgyIefPmxSWXXBLvfve7e33PAABAz2pubY+Gxpao39hUVM3y0vkzo6a66//edfSwGhXLAAAAQMn0mUA3IuKAAw6Iu+66K9auXRtLly6Nxx57LF544YXYsGFDNDY2xrBhw2LkyJHxrne9K4466qg49thjY9y4caXeNgAAkLAkz8tVpQwAAACUsz4V6GZMmDAhzjjjjDjjjDNKvRUAAKAEkjgvt6a6KmZPG6tKGQAAAChrfTLQBQAA+p9MvXJLW0deYe7Ccw6PiSNqt7uuShkAAADoC8o20P31r38dX//617Pjq6++OmbNmlXCHQEAAKVQTL1yTXVVHFQ3XHALAAAA9FllG+j+6U9/it/97ncREVFbWxtHHHFEiXcEAACUQjH1yrOnjRXmAgAAAH1a2Qa6qVQq+791dXUxePDgEu8IAADoLYXWK2c4HxcAAACoFGUb6I4fPz77ediwYSXcCQAA0FuKqVeOiFg6f2bUVFc5HxcAAACoGGUb6O61117Zz3/7299KuBMAAKC3FFOvPGf/cTFlzNCEdwQAAABQWlWl3sCOHHHEETFmzJhIp9Oxdu3aWL16dam3BAAA9IDm1vZ4ZcPWWLV+c8H1ynP2H6deGQAAAKhIZfuGblVVVZx66qlx/fXXR0TEjTfeGDfccEOJdwUAACRFvTIAAADArpXtG7oREZdeemm84x3viHQ6Hbfcckv88pe/LPWWAACAhGTqlQsJczP1ypNGDhHmAgAAABWtrAPdkSNHxn333RejRo2Ktra2mDdvXnzjG9+IrVu3lnprAABAN2TqlDv/qFcGAAAA6J6yrVyOiHjyyScjIuKGG26I888/P9atWxeXX355XH/99XHcccfFoYceGpMnT47dd989Bg4cmNfa06dP74ktAwAAUXydcmfqlQEAAID+qqwD3fe9732RSqWy41QqFel0OhobG2PhwoWxcOHCgtZNpVLR1taW1DaLkk6nY82aNfHHP/4x6uvrY9OmTVFTUxMjRoyId73rXXHIIYfE4MGDE31mY2NjPPHEE/GXv/wl/v73v0dtbW3stddeMX369Bg/fnyizwIAoH/K1CknIVOvDAAAANAflXWgm5FOp7PB7tsD3nQ6XaotFWXjxo2xePHieOCBB+Khhx6K119/fYf3Dhw4MD7ykY/EeeedFzNnzizquatXr47LLrss7rrrrti2bdt236dSqZg5c2YsWLAgZsyYUdSzAACoLM2t7dHQ2NKte1vaOhIJc2uqq2L2tLHqlQEAAIB+rewD3Uxo21fD284+97nPxa233tploNqV1tbWWLx4cSxevDhOP/30+O53vxu777573s+966674qyzztrp+cPpdDoeeeSROProo+Oiiy6Kb33rWzkBOgAA/U/S1cndoV4ZAAAA4P+UdaB76aWXlnoLiXvqqae6DHMHDBgQ48aNi7Fjx0Zra2u89NJL8eabb+bc89Of/jSef/75ePDBB2Po0O5Xzt19993xyU9+Mjo6cv8AN3r06Jg0aVKsX78+1q5dmxOeX3311dHS0hLXX399Ab8lAACVIsnq5O5QrwwAAACQq6wD3csvv7zUW+hRw4cPj1NOOSU+8pGPxFFHHRXDhg3Lftfe3h6PPfZYXHbZZfHYY49lrz/99NNx5plnxqJFi7r1jBdeeCHOOuusnDD3gAMOiOuvvz5mzZqVvbZy5cq45JJL4p577sleu+GGG+Koo46Kj33sY8X8mgAA9DGZeuWkqpO7Q70yAAAAQNfKOtCtVO985zvjq1/9apxyyilRW1vb5T0DBgyIo48+Oh5++OE499xz49/+7d+y3/385z+Phx9+OCeQ3ZGvfe1rsWXLluz4kEMOiaVLl25X27zvvvvGokWL4jOf+UzOsy666KI4/vjjo7ra/1UAACpdb9QrZ+qUO1OvDAAAANC17f+SQo9asGBBrFy5Ms4+++wdhrlvN2DAgLjlllvive99b871W2+9dZdz//znP8edd96ZHQ8aNCh+8pOf7PAM3lQqFTfeeGO8613vyl574YUX4kc/+tEunwUAQN+XqVfuqTA3U6c8aeSQ7X6EuQAAAABdE+j2so985CMxaNCgvOYMGDAgLrroopxrv/nNb3Y574c//GFO1fLJJ58c++23307nDB48OL785S/nXOtOeAwAQPlrbm2PVzZs7fJn1frNPVavXFNdFXP2H6dOGQAAAKAAenT7iKOOOipn/MYbb8TWrVtjyJAhO5zzn//5nznjs88+u1vPOumkk+KLX/xitqp52bJl8eqrr8b48ePz3DUAAOWgJ6qUd1Sd3BV1ygAAAACF67OB7nPPPRcrVqyIDRs2xJtvvhkdHR1x2mmnRV1dXam31iNGjBix3bU333xzh4HuypUrY9WqVdnxbrvtFtOnT+/WszL3LlmyJCIi0ul03H///XHOOecUsHMAAEotU6WclEx1MgAAAAA9r08Fun/605/iO9/5TixevDjefPPN7b4//PDDuwx0v/3tb8df/vKXiIioq6uLr371qz2+16StXbt2u2t77rnnDu//wx/+kDM+9NBDo7q6+/+6jzzyyGyg29V6AACUv+bW9qjf2JRYmFtTXRWzp41VnQwAAADQi/pEoNva2hoXXHBB3HzzzRHx1hujnaVSqR3OHzVqVFx00UWRSqUilUrF6aef3ufe5H3sscdyxnvttddOz+JdsWJFznjatGl5Pa/z/Z3XAwCgfCVdsZypV1adDAAAAND7unfoVQk1NTXFrFmz4uabb847yM049dRTY9SoUZFOpyOdTsd//Md/9MRWe9QPf/jDnPGHP/zhnd6/cuXKnPGkSZPyel7n+zuvBwBA+cpULCcR5mbqlSeNHCLMBQAAACiBsn9D99RTT40nn3wyG9ymUqmYM2dOfOADH4hJkybF3Llzd7nGwIEDY+7cuXHrrbdGRMQDDzwQl1xySY/uO0m/+tWv4tFHH825duaZZ+50zvr163PGEydOzOuZEyZMyBk3NDTkNX9H1q9fn/dabz8LGACArjW3tkdDY0u0tHUkUrGsXhkAAACgPJR1oHv//ffH4sWLs2HuPvvsE4sWLYoDDsj9o1J33tI9/vjj49Zbb410Oh1PPfVUNDU1RW1tbY/sO0kbNmyIf/mXf8m5Nnfu3Dj00EN3Om/z5s0549122y2v53a+v7W1NVpaWqKmpiavdTq75ZZbYsGCBUWtAQDA/ymmXjlTpdwV9coAAAAA5aGsA93LL788It46M3fs2LHxyCOPbPfmaHcdcsgh2c9tbW2xYsWKeM973pPIPntKR0dHnHbaaVFfX5+9tscee8RNN920y7mdA93Bgwfn9eyuwu7NmzcXHegCAJCsTL1yvjJVygAAAACUt7I9Q3fdunWxbNmySKVSkUql4pvf/GbBYW5ExNixY2P06NHZcV84E/bCCy+MX//61znXvv/973c04RJ2AAAgAElEQVTrPNzm5uac8aBBg/J6dlfBbVNTU15rAADQM5pb2+OVDVtj1frNeYe5NdVVMWf/caqUAQAAAPqIsn1D94knnoh0Oh0Rb52Be8oppxS95qhRo7Lnt77++utFr9eTbrrppvjOd76Tc+2iiy6Kk046qVvzO7+Ru23btrye39LSsss1C3HuuefGvHnz8pqzatWqbp2VDABQ6YqpV454q2J54ohaVcoAAAAAfUjZBrrr1q2LiLfOx50yZUreZ8B2Zffdd89+7lxJXE5+9rOfxXnnnZdz7cwzz4yrrrqq22sMHZpbn9f5jd1d6ept3M5rFmLMmDExZsyYotcBAOiPCq1XjlCxDAAAANBXlW2gu2nTpuzntwexxdi6dWv2cxJvm/aE++67L84444zs28kRER/72Mfi1ltvjVQq1e11OoevW7ZsyWsfne+vrq4u239mAAB9VXNrezQ0bt+M0pWWto6Cwtya6qqYPW2simUAAACAPqpsA90RI0ZkP//9739PZM3XXvu/P4CNGjUqkTWT9PDDD8e8efOira0te2327NmxcOHCGDAgv1q8zm/B1tfX5zV/7dq1OeO3nz8MAEBxiq1O7o6l82dGTXVVjB5Wo2IZAAAAoA8r20A3E0im0+l48cUXo7W1NQYOHFjweqtWrco5N3fSpElF7zFJTz31VBx//PE51cjTp0+PX/ziFzFo0KC819t3331zxi+//HJe8zvfP3Xq1Lz3AABA14qpTu4O9coAAAAAlaOq1BvYkfe+973Zz9u2bYuHHnqoqPV+9rOfZT8PGjQoDj/88KLWS9Jzzz0XH/rQh3LO9T3ooIPiV7/6VcFnB3cOYJcvX57X/BUrVux0PQAACtPc2h5Llq/rkbVrqqtizv7j1CsDAAAAVJCyfUO3rq4u9ttvv3j++ecjIuKaa66JD37wgwWttW7durjpppuyZ9AeeeSRZXMe7MqVK2P27NmxcePG7LX99tsvfvOb38Qee+xR8LoHHnhgznjZsmXR1tYW1dXd+1f+xBNP7HQ9AADykzkvt35jU+I1y+qVAQAAACpX2b6hGxHx6U9/OtLpdKTT6XjkkUfi6quvznuNzZs3x7x582LDhg2RTqcjIuJLX/pS0lstyEsvvRTHHntsrF+/Pntt8uTJsWTJkqLPrJ06dWrss88+2fGWLVviySef7NbcLVu2xH//939nx6lUKubMmVPUfgAA+qumbe3x+Z/9bxyw4Ldx1DUPxyd/8D+Jrp+pV540cogwFwAAAKAClXWg+7nPfS7q6uoilUpFOp2OSy65JL70pS/lVBPvzIMPPhiHH354PPHEE5FKpSKVSsXBBx8cxx13XA/vfNdee+21OOaYY6K+vj57bcKECfHggw/GhAkTEnnG8ccfnzO+7bbbujXvzjvvzPln/N73vjfGjx+fyJ4AAPqbzHm5Sb+Vq14ZAAAAoH8o28rliLfOul24cGEcc8wx0dLSEul0Om6++eb48Y9/HCeccEIcfPDBERGRTqcjlUrFAw88EM8991ysWrUqHnrooVi5cmX2u3Q6HSNGjIiFCxeW+LeK2LBhQ8yePTteeOGF7LXRo0fHkiVLYvLkyYk951Of+lTccMMN2TeT77jjjvjyl78c++233w7nNDc3x1VXXZVz7eyzz05sTwAA/UGmXrmlrSPue+61bs9beM7hMXFEbbfuVa8MAAAA0D+UdaAbEXHEEUfEz372szjllFOipaUlIiIaGxvj9ttvj9tvvz17Xzqdjuuuuy5nHBHZMHfYsGFx991359QQl0JjY2P80z/9U/z5z3/OXhs+fHj89re/3WnQWoh3v/vdceKJJ8add94ZERHbtm2LM844I5YuXRq77777dven0+k477zz4q9//Wv22t577x2f+tSnEt0XAEClatrWHhcuejaWLF+X9xu5NdVVcVDdcCEtAAAAADnKPtCNiJg7d2489dRTcdJJJ8Xzzz8fqVQq+93bP789xM1cT6fTMXXq1Ljnnnti6tSpvbvxLhx//PGxbNmynGvz58+P119/PZYuXZrXWgcffHCMGDFip/dcccUV8ctf/jK2bt0aERHLli2LGTNmxA033BBHH3109r6//OUv8ZWvfCXuueeenPlXXXVVDBw4MK99AQD0V5l65ULMnjZWmAsAAADAdvpEoBsR8Y//+I/x3HPPxR133BE33nhj/P73v9/hvZlgd+rUqXHhhRfG6aefHgMGlMcfxx555JHtrl122WUFrfXwww/nhLJdmTJlStx2221xyimnZP+5PPvsszFr1qwYPXp01NXVxfr166O+vj77fcYXvvCFmDdvXkF7AwCoBJnq5O7It145o6a6KmZPG+ssXAAAAAC61GcC3YiI6urqOO200+K0006LhoaGeOyxx2LFihXxxhtvxKZNm2LIkCExatSomDx5csyaNSvq6upKveWycPLJJ0c6nY6zzz47mpqastcbGhqioaGhyzkXXHBBXHPNNb21RQCAslJMdXJ3LZ0/M2qqq5yFCwAAAMBO9alA9+1Gjx4dH/vYx0q9jT7jk5/8ZBx22GHxta99Le6+++5obW3t8r4ZM2bEN7/5zZg5c2Yv7xAAoHwUU53cHXP2HxdTxgztsfUBAAAAqBx9NtDtqzrXGvemvffeO26//fb43ve+F48//nj89a9/jcbGxhg8eHDU1dXFkUceGRMmTCjZ/gAAesvOqpQLrU7uDvXKAAAAAORLoNsP7b777vHhD3+41NsAAOh1vVGl3BX1ygAAAAAUquwC3eXLl8dvf/vb+OMf/xivv/56tLW1xZ577hmTJ0+O97///fG+970vBgzwRzAAAPLX01XKXVGvDAAAAEAxyibQ/dOf/hTnn39+LF26dIf3XHHFFTF58uS48sor46STTurF3QEA0Jc1t7ZH/camXg1z1SsDAAAAkISyCHQfeOCBOPHEE2PLli05Z8ymUqmIyD139sUXX4xTTjklfv/738c111zT63sFAKDvSLpiOVOd3B3qlQEAAABIQskD3VWrVsUnPvGJ2Lp1a0TkhrhdhbuZ76677rqYMmVK/PM//3PvbhgAgD4jyYpl1ckAAAAAlELJA93PfvazsXXr1pwgt6qqKg488MDYe++9Y+DAgfHqq6/GsmXLoqmpKVKpVKRSqUin03HBBRfEJz7xiRg5cmSJfwsAAMpFc2t7NDS2REtbRyJhrupkAAAAAEqppIHuihUr4sEHH8wGtBERp556alx11VUxYcKEnHubmpripptuissuuyza2toiImLLli3xk5/8JP7f//t/vb53AADKSzH1yjurUladDAAAAEApde8AsB5y9913Zz+nUqk477zz4t///d+3C3MjImpra+Piiy+ORYsWZe+PiPj5z3/eO5sFAKCsZeqV8w1zM1XKk0YO6fJHmAsAAABAKZX0Dd1ly5ZFxFs1yxMnToxrrrlml3OOO+64OOmkk+KOO+6IiIhnnnkmOjo6oqqqpNk0AAA9LFOl3JVC6pVVKQMAAADQF5S8cjnirbdtTz755Kiu7t52zjzzzGyg29zcHGvWrIm99967x/YJAEDpFFOlvCNL58+MiSNqvX0LAAAAQNkraaC7cePG7Of3vOc93Z538MEH54w3bdqU2J4AACgvmSrlpGQqlgEAAACgLyhpoPvmm29mz8Ldc889uz1vxIgREfF/5+g2NjYmvzkAAEqqubU96jc2JRbmqlgGAAAAoC8qaaDb0dGRDWUHDOh+3V3n83Lb29sT3RcAAKWTdMXy0vkzo6a6KkYPq1GxDAAAAECfU9JAFwAAOkuyYlm9MgAAAAB9nUAXAIAe09zaHg2NLd2+v6WtI5EwV70yAAAAAJVCoAsAQOKSrk3uSqZKuSvqlQEAAACoFGUT6D777LNRXV3YdgqZO2PGjIKeBQDAriVZm9wVVcoAAAAA9BdlEeim0+m44IILCpoXEXnPTaVS0dbWlvfzAADYsUy9clK1yV1RpQwAAABAf1MWgW4qlcqGs/nMych3LgAAyemNeuWItyqWJ46oVaUMAAAAQL9SFoFuRG5A25Nzhb8AAMnq6XrlCBXLAAAAAPRfJQ106+rqigpyAQDoHZk65c56sl45QsUyAAAAAJQ00F2zZk0pHw8AwC4kXae8dP7MqKmu6vb9o4fVqFgGAAAAoF8rm8plAADKT5J1ymqTAQAAACB/Al0AgH5sR1XKEcnVKatNBgAAAIDCCXQBAPqhpKuUu5KpV1abDAAAAACFE+gCAPRDSVYpd0W9MgAAAAAkQ6ALANDPNLe2x5Ll63pkbfXKAAAAAJAsgS4AQD/S3Noez7y8qeia5UydcmfqlQEAAAAgWQJdAIB+IMkzc9UpAwAAAEDvEegCAPQDSZyZq04ZAAAAAHqfQBcAoEI1t7ZHQ2NLtLR1dDvMXXjO4TFxRG2X36lTBgAAAIDeJ9AFAKgwhdYr11RXxUF1w4W2AAAAAFBGBLoAABWm0Hrl2dPGCnMBAAAAoMwIdAEAylymOrk78qlXznA2LgAAAACUL4EuAECZKrQ6OR9L58+MiSNqvZkLAAAAAGVKoAsAUKYKrU7urjn7j4spY4b22PoAAAAAQPEEugAAZSRTr1xIdXJ3qVgGAAAAgL5DoAsAUAZ6q165proqRg+rUbEMAAAAAH2EQBcAoAyoVwYAAAAAuiLQBQAoEfXKAAAAAMCuCHQBAHpZsfXKmerk7lCvDAAAAAB9m0AXAKCXFVOvrDoZAAAAAPoXgS4AQMIyVcpdKbReWXUyAAAAAPRPAl0AgIQUW6XclUy9supkAAAAAOifBLoAAAkppkq5K+qVAQAAAACBLgBAHnZUp1xolXJX1CsDAAAAABkCXQCAbuiJOuXO1CsDAAAAAJ0JdAEAuiHpOuXO1CsDAAAAAF0R6AIA7ECmXjnJOuXO1CsDAAAAADsj0AUA6CTpeuVMlXJX1CsDAAAAADsj0AUA6CTJemVVygAAAABAMQS6AEC/lKlT7iypemVVygAAAABAEgS6AEC/0lt1yqqUAQAAAIAkCHQBgH5FnTIAAAAA0JcIdAGAirKjKuUIdcoAAAAAQN8j0AUAKkLSVcpdydQrq1MGAAAAAHqLQBcAqAhJVil3Rb0yAAAAAFAKAl0AoM/K1CsnVaXcFfXKAAAAAEApCXQBgD6nJ+qVM3XKnalXBgAAAABKSaALAPQ5Sdcrq1MGAAAAAMqVQBcA6FOaW9tjyfJ1iaylThkAAAAAKHcCXQCg5DJn4XZH/camvGqWd1SlHKFOGQAAAAAofwJdAKBkeuIs3LdTpQwAAAAA9HUCXQCgZJI+CzdDlTIAAAAAUCkEugBAr8rUK7e0dSQe5i485/CYOKJWlTIAAAAAUDEEugBAr+jpeuWa6qo4qG64IBcAAAAAqCgCXQCgV/RUvXLG7GljhbkAAAAAQMUR6AIAPaYn65UznJcLAAAAAFQygS4AkLhi65WXzp8ZNdVV3brXebkAAAAAQCUT6AIAiSumXnnO/uNiypihCe8IAAAAAKBvEugCAIlpbm2P+o1NBYW5qpMBAAAAALYn0AUAilZMxXKmXll1MgAAAADA9gS6AEDRCq1YVq8MAAAAALBzAl0AYJeaW9ujobGly+9a2jryDnPVKwMAAAAAdI9AFwDYoWKqlLuiXhkAAAAAID8CXQBghwqtUu6KemUAAAAAgPwJdAGAHJl65UKqlLuiXhkAAAAAoHACXQAgIpKvV454q2J54oha9coAAAAAAAUS6AIAEZFsvXKEimUAAAAAgCQIdAGgH8nUKXeWVL1yhIplAAAAAIAkCXQBoB9Iuk556fyZUVNd1eV3o4fVqFgGAAAAAEiIQBcA+oEk65RVKQMAAAAA9B6BLgBUqEy9clJ1yqqUAQAAAAB6n0AXACpMT9Urq1IGAAAAAOh9Al0AqDDqlQEAAAAAKodAt59pbm6OJ598Mp5//vnYuHFjDBo0KCZOnBiHHXZY7L333qXeHgAFUq8MAAAAAFCZBLoltnbt2nj66afjqaeeiqeffjp+97vfRWNjY/b7vfbaK9asWVP0cxoaGmLBggXx4x//OLZs2dLlPQcffHB87WtfixNOOKHo5wHQO4qtV87UKXemXhkAAAAAoDwIdEvgiSeeiOuuuy6eeuqpePXVV3v8eY888kjMmzcvXn/99Z3e9/vf/z7mzp0bp59+evzgBz+IQYMG9fjeAChOMfXK6pQBAAAAAMqfQLcEli1bFr/4xS965VmPP/54fPjDH46mpqac68OHD4/JkyfHxo0b45VXXon29vbsdz/96U9j8+bNsWjRokilUr2yTwDy09zaHvUbmwoKc9UpAwAAAAD0HQLdMjN06NDYvHlzImtt3LgxTjrppJwwd6+99oobb7wxjj/++GxYW19fH1dccUV8//vfz953zz33xPXXXx/z589PZC8AJKOYiuVMvbI6ZQAAAACAvkOgW0LDhg2Lgw8+OA455JA49NBD45BDDonVq1fHrFmzEln/2muvzal0njx5cjz++OMxfvz4nPsmTpwY//qv/xp1dXVx6aWXZq9/85vfjLPOOitGjBiRyH4AKF6hFcvqlQEAAAAA+iaBbgkcd9xx8YEPfCCmTp0aVVVVOd+tXr06kWc0NDTEd7/73ZxrP/jBD7YLc9/uK1/5SvzmN7+JRx99NCIi3nzzzfj2t78dV155ZSJ7AmDXmlvbo6GxpcvvWto68g5z1SsDAAAAAPRtAt0S2GeffXr8GXfccUdOdfOMGTPimGOO2emcVCoVX//613Pu++EPfxhXXHGFs3QBelgxVcpdUa8MAAAAAFAZqnZ9C33RvffemzM+++yzuzVv1qxZMXny5Oz4b3/7W/zP//xPonsDYHuZKuUkwtxMvfKkkUOEuQAAAAAAfZxAtwJt3rw5W5uc8YEPfKBbc1OpVBx77LE51+67777E9gbQnzW3tscrG7Zu97Nq/eaCzsXtrKa6KubsP069MgAAAABABVG5XIH+/Oc/R2tra3Y8efLkeMc73tHt+UceeWT84Ac/yI7/8Ic/JLo/gP4m6TrlriydPzMmjqj1Ri4AAAAAQIUR6FagFStW5IynTZuW1/zO93deD4D8ZOqUe0qmYhkAAAAAgMqjcrkCrVy5Mmc8adKkvOZ3vv+ll16K5ubmovcF0B81t7bHkuXremRtFcsAAAAAAJXPG7oVaP369TnjiRMn5jV/7NixUV1dHW1tbRER0dHREW+88UZMmDAhsT0CVLrm1vZoaGyJ+o1NRdUsL50/M2qqu/7vr0YPq1GxDAAAAABQ4QS6FWjz5s0549122y2v+alUKmpra6OxsXGHaxZq/fr10dDQkNecVatWJfJsgN6Q5Hm5qpQBAAAAABDoVqDO4evgwYPzXqOnAt1bbrklFixYkMhaAOUoifNya6qrYva0saqUAQAAAAAQ6FaizufdDho0KO81ampqcsZNTU1F7QmgkmXqlVvaOvIKcxeec3hMHFG73XVVygAAAAAAZAh0K1DnN3K3bduW9xotLS07XROA4uqVa6qr4qC64YJbAAAAAAB2SqBbgYYOzT1vsfMbu93R+Y3czmsW6txzz4158+blNWfVqlUxd+7cRJ4PkKRi6pVnTxsrzAUAAAAAYJcEuhWoc/i6ZcuWvOan0+keC3THjBkTY8aMSWQtgKRlqpO7I9965Qzn4wIAAAAAkA+BbgXqHJjW19fnNX/dunXR1taWHVdVVcWoUaMS2RtAOSqmOrm7ls6fGTXVVc7HBQAAAAAgLwLdCrTvvvvmjF9++eW85ne+f6+99nKGLlDRiqlO7o45+4+LKWOSaToAAAAAAKB/EehWoKlTp+aMly9fntf8FStW7HQ9gEqQqVcutDq5O9QrAwAAAABQLIFuBfqHf/iHGDhwYLS2tkZExJo1a+K1116LcePGdWv+E088kTM+8MADE98jQKmoVwYAAAAAoC+pKvUGSN6wYcNixowZOdeWLFnSrbnpdDqWLl2ac+24445LbG8ApZapV+6pMDdTrzxp5BBhLgAAAAAARRPoVqjjjz8+Z3zbbbd1a97DDz8cq1evzo7Hjh0bhx12WKJ7A+htza3t8cqGrbFq/eYerVees/849coAAAAAACRK5XKFOvnkk+OSSy6JLVu2RETEo48+Gg899FC8//3v3+GcdDodCxYsyLl21llnRVWV3B/om4qtV85UJ3eHemUAAAAAAHqCQLdCjRkzJj7/+c/H1Vdfnb326U9/Oh5//PEYP358l3O+9a1vxaOPPpod77HHHnHhhRf2+F4BekqmXrkQmepkAAAAAAAoJYFuiTzxxBPR1NS03fVnn302Z9zc3LzdmbYZ48ePj2nTpu3wGRdddFH85Cc/ib/97W8REbF69eqYPn163HTTTXHcccdFKpWKiIj6+vq44oor4vvf/37O/EsvvTRGjhyZ1+8F0NuaW9ujobFlu+stbR0Fhbk11VUxe9pY1ckAAAAAAJQFgW6JnHrqqfHSSy/t8r5169bF7Nmzu/zujDPOiB//+Mc7nDty5Mi4884744Mf/GA0NzdHRMRLL70UJ5xwQgwfPjwmT54cmzZtipdffjna29tz5p5wwglxwQUXdP8XAuhlxdYpd5apV1adDAAAAABAOXE4aoWbMWNG3H///du9abtp06Z45plnYvXq1duFuaecckrceeed2Td4AcpRpk45iTA3U688aeQQYS4AAAAAAGVFoNsPvP/974/ly5fHZz/72RgyZMgO7zvooIPi5z//edx+++1RU1PTizsE6J7m1vZ4ZcPWWLV+c8Fn475dTXVVzNl/nHplAAAAAADKlsrlElmzZk2vPm/s2LFxyy23xHXXXRdPPvlkrFixIjZt2hSDBg2KCRMmxGGHHRZTpkzp1T0BdJd6ZQAAAAAA+iuBbj9TW1sbxxxzTBxzzDGl3gpAt2XqlZOQqVcGAAAAAIC+QKALQFlqbm2PhsaWaGnrSKxeefa0seqVAQAAAADoUwS6AJSVYuuVM3XKnalXBgAAAACgLxLoAlBWiqlXVqcMAAAAAEClEegC0OsydcqdFVqvrE4ZAAAAAIBKJdAFoNcUW6fcWaZeWZ0yAAAAAACVSqALQK8ppk65M/XKAAAAAAD0BwJdAHpUpl650DrlztQrAwAAAADQnwh0AegR6pUBAAAAAKB4Al0AeoR6ZQAAAAAAKJ5AF4DEqFcGAAAAAIBkCXQBKFqx9cqZOuXO1CsDAAAAANDfCXQBKFox9crqlAEAAAAAYMcEugDsUqZKuSuF1iurUwYAAAAAgF0T6AKwQ8VWKXclU6+sThkAAAAAAHZNoAvADhVTpdwV9coAAAAAAJAfgS4AXWpubY8ly9clspZ6ZQAAAAAAKIxAF6Cf29H5uPUbm4quWVavDAAAAAAAxRHoAvRTPXE+7tupVwYAAAAAgOIJdAH6qaTPx81QrwwAAAAAAMkR6AL0I5l65Za2jqLC3IXnHB4TR9R2+Z16ZQAAAAAASI5AF6AfSLJeuaa6Kg6qGy60BQAAAACAXiDQBegHkqxXnj1trDAXAAAAAAB6iUAXoEIlVa+c4WxcAAAAAADofQJdgApTbL3y0vkzo6a6arvrzsYFAAAAAIDeJ9AFqDDF1CvP2X9cTBkzNOEdAQAAAAAAhRLoAvRBmTrlzgqtV1anDAAAAAAA5UmgC9CHFFun3FmmXlmdMgAAAAAAlCeBLkAfUkydcmfqlQEAAAAAoPwJdAHKXKZeudA65c7UKwMAAAAAQN8h0AUoU+qVAQAAAAAAgS5AmVKvDAAAAAAACHQByoh6ZQAAAAAA4O0EugBloNh65UydcmfqlQEAAAAAoG8T6AKUgWLqldUpAwAAAABA5RLoAvSSTJ1yZ4XWK6tTBgAAAACAyifQBehhxdYpd5apV1anDAAAAAAAlU+gC9DDiqlT7ky9MgAAAAAA9C8CXYAekKlXLrROuTP1ygAAAAAA0D8JdAESpF4ZAAAAAABIkkAXIEHqlQEAAAAAgCQJdAGKpF4ZAAAAAADoKQJdgAIVW6+cqVPuTL0yAAAAAACQIdAFKFAx9crqlAEAAAAAgO4Q6ALsRKZOubNC65XVKQMAAAAAAPkQ6AJ0odg65c4y9crqlAEAAAAAgHwIdAG6UEydcmfqlQEAAAAAgEIJdAE6aW5tjyXL1xW9jnplAAAAAACgWAJdgE4aGluKqllWrwwAAAAAACRFoAuQIPXKAAAAAABAkgS6QL/U3NoeDY0tXX73t783572eemUAAAAAAKAnCHSBfqVpW3tcuOjZWLJ8XUG1ynd/5oh4x+6Dt7uuXhkAAAAAAOgJAl2gX7lw0bNx33OvFTz/HbsPjkkjhyS4IwAAAAAAgB2rKvUGAHpLc2t7LFm+rtTbAAAAAAAA6DZv6AIVL3Nebv3GpoJqljNqqqti9LCaBHcGAAAAAACwcwJdoGIVe15uZ7OnjXVOLgAAAAAA0KsEukDFKva83Iya6qqYPW1sXPuJAxLYFQAAAAAAQPcJdIGK09zaHvUbm/IKcxeec3hMHFHb5Xejh9V4MxcAAAAAACgJgS5QMQqtWK6proqD6oYLbQEAAAAAgLIj0AUqRqEVy87GBQAAAAAAypVAF+gzmlvbo6GxpcvvWto68g5znY0LAAAAAACUO4EuUPYKrVLekaXzZ0ZNdZWzcQEAAAAAgLIn0AXKXqFVyl2Zs/+4mDJmaCJrAQAAAAAA9DSBLlCWMvXKhVQpd0W9MgAAAAAA0BcJdIGyknS9csRbFcsTR9SqVwYAAAAAAPocgS5QVpKsV45QsQwAAAAAAPRtAl2gLDS3tkf9xqbEwlwVywAAAAAAQCUQ6AIlVUzF8tL5M6OmuqrL70YPq1GxDAAAAAAA9HkCXaCkCq1YVqUMAAAAAAD0BwJdoNc1t7ZHQ2NLtLR15B3mqlIGAAAAAAD6E4Eu0GuSqFdWpQwAAAAAAPQnAg2nbGIAACAASURBVF2g16hXBgAAAAAAyI9AF+hR6pUBAAAAAAAKJ9AFekQx9coRb1UsTxxRq14ZAAAAAADo1wS6QI8otF45QsUyAAAAAABAhkAXSEwx9coRKpYBAAAAAAA6E+gCRUuiXrmmuipGD6tRsQwAAAAAAPA2Al2gaOqVAQAAAAAAeoZAFyhKc2t7LFm+Lu956pUBAAAAAAB2TaALFCVzZm53qVcGAAAAAADoPoEu0GvUKwMAAAAAAORHoAt0S3NrezQ0tmx3/W9/b97lXPXKAAAAAAAAhRHoAjvVtK09Llz0bCxZvi6vauWIiLs/c0S8Y/fB6pUBAAAAAAAKJNAFdurCRc/Gfc+9VtDcd+w+OCaNHJLwjgAAAAAAAPoPgS70czuqUo6IaGnrKDjMBQAAAAAAoHgCXeiniqlS7o6a6qoYPawm8XUBAAAAAAD6E4FuP/XCCy/E008/HfX19bFt27YYMWJETJ06NaZPnx6DBw8u9fboBcVUKXfH7GljnZsLAAAAAABQJIFuP7N48eK4/PLL43//93+7/H7o0KFx5plnxte//vUYNWpUL++O3tLc2h5Llq/rkbVrqqti9rSxce0nDuiR9QEAAAAAAPoTgW4/0dLSEmeffXbcfvvtO71v8+bNcfPNN8edd94ZixYtihkzZvTSDukNmfNy6zc2FV2zvHT+zKiprtru+uhhNd7MBQAAAAAASIhAtx/o6OiIk046Ke69996c6wMGDIi6urrYY489YvXq1fHmm29mv2toaIgPfehDsXTp0jjiiCN6e8skLOnzcufsPy6mjBmawM4AAAAAAADYme1fr6PiXHvttduFuZ/5zGfi5ZdfjhdffDGeeeaZ2LBhQ9xzzz1RV1eXvWfr1q1x4okn5gS99E2Z83KLDXNrqqtizv7j1CkDAAAAAAD0Em/oVrg33ngjrrzyypxr3/rWt+LLX/5yzrWqqqr46Ec/Goceemi8733vizVr1kRERH19fXznO9+JBQsW9NaWSVBza3vUb2yK+557rdtzFp5zeEwcUdvld+qUAQAAAAAAepdAt8Jdc8010djYmB3PmDEjLr744h3eP2HChLj11lvj2GOPzV67/vrr44tf/GLsueeePbpXklNoxXJNdVUcVDdcaAsAAAAAAFAmVC5XsI6OjvjRj36Uc+0b3/hGpFKpnc475phj4qijjsqOGxsb46677uqRPdIzCq1Ynj1trDAXAAAAAACgjAh0K9iTTz4ZDQ0N2fHee+8dRx99dLfmnn322TnjxYsXJ7k1itTc2h6vbNja5c+q9ZvzqliOcDYuAAAAAABAuVK5XMHuv//+nPHs2bN3+Xbu2+99u0ceeSS2bNkSu+22W2L7I3+FVinvyNL5M6OmusrZuAAAAAAAAGXKG7oV7A9/+EPOePr06d2eO378+HjnO9+ZHW/bti2WL1+e1NYoUKFVyl2Zs/+4mDJmaEwaOUSYCwAAAAAAUKa8oVvBVqxYkTOeNm1aXvOnTZsWa9asyVnvkEMOSWJr7EJb67ZYv3Z1zrVtbR3xhz8+FxO795L1Dg0akIr3vWt0XHLsiIiNLxW3GAAAACTl76+WegcAAFCWBLoVqqmpKV5++eWca5MmTcprjc73r1y5suh90T3r166O8T8+dLvrj9ck9IDVEXFLQmsBAAAAAADQYwS6Fer111+PdDqdHQ8cODDGjBmT1xoTJkzIGa9fv77ofa1fvz4aGhrymrNq1aqinwsAAAAAAAB9kUC3Qm3evDlnPGTIkEil8uvq3W233Xa6ZiFuueWWWLBgQdHrAAAAAAAAQH9QVeoN0DM6h6+DBw/Oe43a2tqdrgkAAADQ46oHRwwdW+pdAABAyQh0K1Rzc3POeNCgQXmvUVOTe2BrU1NTUXsCAAAAyNu+H44YmP9/qA4AAJVC5XKF6vxG7rZt2/Jeo6WlZadrFuLcc8+NefPm5TVn1apVMXfu3KKfDQAAAPQh1YPfCnNP+P9KvRMAACgpgW6FGjp0aM648xu73dH5jdzOaxZizJgxMWbMmKLXqXRjJkyOV898eqf37LnboKip9pI9AAAAFWroWG/mAgBACHQrVufwdevWrZFOpyOVSnV7jS1btux0TXpO9cBBMf6d+5Z6GwAAAAAAAJSY1/sq1KhRo3LC29bW1li/fn1ea6xduzZn7M1aAAAAAAAA6F0C3QpVW1sbdXV1OddefvnlvNbofP/UqVOL3hcAAAAAAADQfQLdCtY5gF2+fHle81esWLHT9QAAAAAAAICeJdCtYAceeGDO+Mknn+z23Ndeey3WrFmTHQ8cODCmTZuW1NYAAAAAAACAbhDoVrA5c+bkjJcuXRrpdLpbc3/729/mjGfNmhVDhw5NbG8AAAAAAADArgl0K9j06dNj1KhR2fGLL74YjzzySLfm3nbbbTnjE044IcmtAQAAAAAAAN0g0K1gVVVVceaZZ+ZcW7BgwS7f0n3wwQfjsccey46HDRsWJ554Yk9sEQAAAAAAANgJgW6Fu/jii3Oqkv/rv/4rrr766h3ev3bt2vj0pz+dc+1LX/pSzpu+AAAAAAAAQO8Q6Fa4UaNGxSWXXJJz7Stf+Uqce+658eqrr2avdXR0xOLFi2P69OmxZs2a7PXx48fH+eef31vbBQAAAAAAAN5GoNsPXHzxxTFnzpyca9/73veirq4u9tlnn3jPe94Te+65Z3z0ox+Nl19+OXtPbW1t3HXXXTF8+PDe3jIAAAAAAAAQAt1+oaqqKu6+++44+eSTc663t7fHiy++GM8880xs2rQp57s999wzfvWrX8WRRx7Zm1sFAAAAAAAA3kag208MHjw4Fi5cGIsWLYoDDzxwh/fttttuce6558by5cvj6KOP7r0NAgAAAAAAANupLvUG6F0f//jH4+Mf/3isWrUqnnrqqVi7dm1s27Ythg8fHvvtt18ceeSRMXjw4FJvEwAAAAAAAAiBbr81ZcqUmDJlSqm3AQAAAAAAAOyEymUAAAAAAACAMiXQBQAAAAAAAChTAl0AAAAAAACAMiXQBQAAAAAAAChTAl0AAAAAAACAMiXQBQAAAAAAAChTAl0AAAAAAACAMiXQBQAAAAAAAChTAl0AAAAAAACAMiXQBQAAAAAAAChTAl0AAAAAAACAMiXQBQAAAAAAAChTAl0AAAAAAACAMiXQBQAAAAAAAChTAl0AAAAAAACAMiXQBQAAAAAAAChTAl0AAAAAAACAMiXQBQAAAAAAAChT1aXeAOxKS0tLznjVqlUl2gkAAAAAADvS+W+3nf+2C0BhBLqUvVdeeSVnPHfu3BLtBAAAAID/n737DoviePgA/gWkF0FBCQgW0CgWRBAVo2CPGkSNUYzGEmOJyS+xBGOq0TRjjCamGDWxxk6wROyKLSpqRFFBFEURRQEp0qXs+4eP+7JX4A6OuwO+n+e5J87czM7chbmd3dmZISJS1b1799CpUyddV4OIqMbjkstERERERERERERERERERHqKA7pERERERERERERERERERHrKQBAEQdeVICpPZmYmjh8/LoZdXFxgamqqwxppT3x8vGSJ6Z07d8Ld3V2HNSIiVbDtEtU8bLdENRPbLlHNw3ZLVPOw3ZI6CgsLJVvo+fv7w9bWVoc1IiKqHbiHLuk9W1tbBAUF6boaesHd3R1t27bVdTWISE1su0Q1D9stUc3EtktU87DdEtU8bLdUEe6ZS0SkeVxymYiIiIiIiIiIiIiIiIhIT3FAl4iIiIiIiIiIiIiIiIhIT3FAl4iIiIiIiIiIiIiIiIhIT3FAl4iIiIiIiIiIiIiIiIhIT3FAl4iIiIiIiIiIiIiIiIhIT3FAl4iIiIiIiIiIiIiIiIhIT3FAl4iIiIiIiIiIiIiIiIhIT3FAl4iIiIiIiIiIiIiIiIhIT3FAl4iIiIiIiIiIiIiIiIhIT3FAl4iIiIiIiIiIiIiIiIhIT3FAl4iIiIiIiIiIiIiIiIhIT9XTdQWISDkHBwfMmzdPEiYi/ce2S1TzsN0S1Uxsu0Q1D9stUc3DdktERKR7BoIgCLquBBERERERERERERERERERyeOSy0REREREREREREREREREeooDukREREREREREREREREREeooDukREREREREREREREREREeooDukREREREREREREREREREeooDukREREREREREREREREREeooDukREREREREREREREREREeooDukREREREREREREREREREeooDukREREREREREREREREREeooDukREREREREREREREREREeooDukREREREREREREREREREeooDukREREREREREREREREREeooDukREREREREREREREREREeooDukREREREREREREREREREeooDukREREREREREREREREREeqqeritApKpbt27h3LlzSEpKwtOnT2FnZ4fWrVvDz88PZmZmGivn6tWruHz5MlJTU5GbmwtbW1uxHHNzc42VQ1RXCYKAO3fu4MqVK0hKSkJmZiZMTU1hZ2eHli1bonPnzhpt08Cz34///vsPKSkpyMrKgpmZGezs7NCmTRt4eXlpvDwiUh3Pu0SVx/4xUe2j7b5yaWkpLl68iNjYWKSkpKCwsBANGzaEh4cHunbtCmNjY42VRUSqu3fvHi5cuIDk5GRkZmbC2NgYtra2aNmyJby9vWFtba3rKhIREZG2CUR6bseOHUKnTp0EAApfVlZWwrvvviukpqZWuozs7Gzhq6++EpycnJSWY25uLkycOFG4e/euBj+dcv7+/krr8vxlYmIiWFtbC66urkLnzp2F4OBgYcGCBcLhw4eFvLw8rdSTSBXp6enC6tWrhZEjRwr29vbl/l0bGxsLQ4cOFY4dO1alMjMyMoQFCxYILi4uFbajUaNGCWfPntXQp1Vu/PjxkrLnzZtX7WUSqSMpKUkICwsTPvzwQ6FXr16CtbW15G+2adOmGimnJp13586dW+ljRkREKP18RFXB/jHbKdUuuugrp6amCh988IHQsGFDpWXVr19fmDFjhpCWlqahT1q+pk2bSsqPiIjQSrlEFdFWHzk/P1/48ccfhdatW5f7O2BoaCgMGjRIOHDggEbKrazi4mK5foKBgYGQkJCg03oRERHVVrxKJb1VUFAgjBkzpsJBzecvBwcH4fjx42qXc+7cuXJvVMm+LC0tha1bt1bDJ5ZSZUC3vJeFhYUwcuTISn0nRJo0ffp0wcTEpFJ/x+PGjROysrLULvPw4cNqtevnF8UzZswQiouLq+FbeIYDuqSPTp06JQwbNkylNqOJm1U17bzr4uIilJSUVOqYEyZM4EARaRT7x2ynVPvooq8cHh4u1K9fX63fEm0MrnJAl/SJtvvIUVFRFQ7kKnqNHj1ayM3NrfoHroR9+/YprNP8+fN1Uh8iIqLajnvokl4qLS3FqFGjsHHjRkm8kZERmjdvjo4dO6J+/fqS91JTUzFw4ECcOXNG5XIiIiLQs2dPPHjwQBJvamoKDw8PeHt7o3HjxpL3cnNzMXr0aGzevFnNT6VdeXl52LZtG/z9/dG7d29cv35d11WiOioyMhJPnz6VizcyMkKTJk3g7e2NDh06yLVpAFi/fj369euHnJwclcs7cuQIBg8eLNeuDQwM4O7uDl9fX7Rv315uicjS0lL8+OOPmDBhgsplEdUG58+fx44dO+TaTHWoiefde/fuISIiQu18ubm5CA0NrYYaUV3F/rFybKdUk2m7r7xx40YEBgYiKytLEm9paYn27dvDy8sLDRo0kLz3/Lfk2LFjKpdDVNNps4985coVpfdtmjZtCl9fX3h6esLGxkbu/c2bNyMwMFDh70h1W7duncL49evXQxAELdeGiIio9uOALuml77//Hrt27ZLETZs2DYmJibh9+zaioqKQnp6OsLAwuLq6imny8vIwcuRIuYtTRZKSkjBq1CgUFBSIcQ0aNMDvv/+OtLQ0XLt2DRcuXMDDhw9x/vx59OnTR0xXWlqKSZMmISYmRgOfVjUhISE4dOiQ5LVv3z5s3rwZy5cvx6effoq+ffsq7OBHRETA29sbW7du1Vp9iRSxtbXF9OnTER4ejoyMDHFfoMuXL+Px48eIiIhAjx49JHnOnTun8iBrdnY23njjDRQWFopxZmZm+Oabb5CamoqbN28iMjIS0dHRePLkCXbt2oVWrVpJjvHXX3/J3SwnqqusrKw0dqyadt41NPz/bvL69evVzh8WFia5wV72eESVwf6xPLZTqm2qu6986dIlTJ48GaWlpWKci4sLtmzZgsePHyM6OhoXL15Eamoqjh49ik6dOonpCgoKMHLkSDx69Egjn5WoJtNkH7mkpARvvPEGMjIyxDgjIyN88MEHSEpKwp07dxAZGYlLly4hIyMDR48eha+vr+QYR48exffff6+xOqkiKysLO3fuVPjerVu3cOrUKa3Wh4iIqE7Q9RRhIllpaWly+5F8++23StMnJSUJzZo1k6T//PPPKyxn3LhxkjyNGjUSYmNjlaYvKSmRWy518ODBlfqMqpBdUm7NmjUq5SsqKhI2b94s+Pr6yi17Y2hoKGzevLna6kykiLe3t9CsWTPhjz/+UGlv5+LiYmHKlClyf79Hjx6tMO/ixYsleUxMTIQTJ06Um+fJkydCx44dJflatWql8udTB5dcJn20dOlSAYBgbW0tBAQECCEhIcL27duFO3fuyO0tWZXl5GraebdPnz7iv62srIScnBy1jlc2v4+Pj9zSlkTqYP/4GbZTqo202Vfu2bOnXJ83OTlZafr8/HyhX79+kjzvvPOOWp9PHVxymfSJtvrIoaGhcu15y5Yt5eZ5+vSpMGDAAEkea2troaCgoNL1UNfvv/8uKf+ll16ShN98802t1YWIiKiu4FUq6Z05c+ZIOoE9e/YUSktLy81z+PBhuY5sWlqa0vSJiYlCvXr1JHl27NhRYd3y8/OFVq1aSfKdOnVK7c+oisoO6Ja1aNEiuc9pbm4uXLlyRfMVJlJiz549QmFhoVp5iouLBR8fH8nf7uuvv15hvh49ekjyTJ8+XaXyzpw5I3cRHRcXp1adVcEBXdJH8fHxwrVr1xTuP6mpm1U18by7bt06ubCqEhMTBUNDQzHvsmXLOFBEVcL+8TNsp1QbaauvfPr0aUl6Q0ND4cKFCxWWlZKSIjRs2FDMZ2xsLNy+fVut+qqKA7qkT7TRRxYEQXjjjTckxxo0aJBK+RSdtw8cOFDpeqirW7dukrKvX78uNG7cWNLv0NXevkRERLUV15QivVJaWoo1a9ZI4r744gsYGBiUm69Pnz6Spaeys7Oxbds2penDw8NRXFwshtu2bYuhQ4dWWD8zMzN88MEHkriVK1dWmE9XQkJC5JZZzs/Px9tvv62jGlFdNHjwYJiYmKiVx8jICHPmzJHEHThwoMJ8cXFxkvDw4cNVKq9r165wcnKSxMXHx6uUl6imc3Nzg4eHR7UuNVoTz7sdOnRAx44dxbA6y7lu2LBBXM7S2NgYo0eP1nj9qO5g/1g5tlOqDbTVV5Zdsv3ll1+Gt7d3hWU5ODhg6tSpYrioqAhr165VvbJENZQ2+shA5a9hXVxc5JZe1tY17I0bN3DmzBkx3LVrV7z44osIDg4W47KzsxEWFqaV+hAREdUV9XRdAaKyTp8+jdTUVDHcokULBAQEqJR30qRJOHnypBjeuXOn0oHL48ePS8KBgYEq11E27T///IPi4mLUq6efzWn48OGYOXMmli5dKsadOnUKBw8eRP/+/dU+XkpKCs6ePYuHDx/i8ePHsLKyQqNGjeDr64vmzZtrrN5xcXGIjo5GWloa0tPTYWZmBgcHB7Rp0waenp5q3/Sgmkd2f7DHjx8jLy8PFhYWSvOkp6dLwi4uLiqX5+rqigcPHojhzMxMlfNqS0FBAWJiYhAbG4vU1FTk5ubC2toaDRs2RPv27dGuXbtqueEQFxeHyMhIPHjwAEZGRmKbb9OmjcbLotqppp53x48fj0uXLgF4th99UlISmjRpUmG+devWif8ePHgw7O3tq1yXpKQkXLt2DQkJCeJeqA0aNICzszO6desGOzu7Kpchq7CwEP/++y+SkpKQnJwMIyMjdO7cGf7+/hovi5Rj/7h8db2dUt2lbl9Zto0PGTJE5bICAwPxzTffiOGwsDDMnz9fjdrWbkVFRTh9+jSuXr2KzMxM2NjYwMXFBf7+/mz3VKGqXsOePn1aDGvrGrbsORQAxo4dK/73p59+kqR7/l5NER0djcuXLyM5ORkA0KRJE3Tt2hUtWrTQcc2IiIjAdaRIv8ydO1eyZMvUqVNVznv//n1JXhMTE6X7aPn5+UnSqruvbKNGjST5VdmvSF2aWHL5uSdPngg2NjaS4w0bNkzl/CUlJcK6desEHx8fwcDAQG5p2uevNm3aCGvWrFG4JJEqUlNThTlz5gguLi5KywAgWFpaCkOHDhXCw8MrXG6Qaq6CggK5//cPHjwoN0/Z5eAACJcuXVK5PE9Pz2pfrqoySy7fu3dP+P7774WAgADB1NS03LZhZ2cnzJo1S7h//77KdUpISJAcY/z48eJ7Bw4ckFvOT7bN7969uxLfBNUUmlpOriaed6OiooRHjx5JlrIrb8/S52SXcA8LCxMEQVB7KdeioiJh3759wqRJk+SWoJR9GRgYCN26dRN27Nih1nlR9jcpISFBEIRnvztTpkwRbG1t5coKCgpS+fikGewf/7+60k7z8vIk7a9+/foq7a0q6/Lly5I6+Pr6qn0M0l/q9pWdnJwkac+cOaNyWXl5eXJlVceyy+osuVxeH1YVsr8n5Zk3b57CehUUFAgLFiwQGjRooLDdGxkZCaNGjRLu3LmjVt1I/2lyyWVvb2/JsXbu3Kly3qCgIEneFStWVLoeqiopKZHcszE2NhZSU1PF91u3bi2+Z2hoKCQmJqp1fGX9U1XI/n9RZ4ujv/76S24LibIvPz8/4cSJE2L6sr9XVfn/T0REpA4uuUx65fnT9c/5+fmpnNfJyQnNmjUTw0+fPkVMTIzCtI8fP5aEGzRooHolATRs2FASjoqKUiu/tllbW2PixImSuAMHDqCgoKDCvDdv3kSnTp0wfvx4XLhwAYIgKE0bGxuLiRMnonv37pKZJKpYsWIFmjdvjkWLFuHevXvlps3NzcXOnTsxePBg3L17V61yqOa4f/++XJxs25NVdtlFADh//rxKZWVnZyM2NlYMGxoawsfHR6W81Sk6Ohqurq4ICQnBsWPHUFhYWG76jIwMLFmyBB4eHti3b1+Vyp4zZw4GDBiACxcuKE0TGxuLIUOG4Msvv6xSWVT71dTzbqNGjfDyyy+LYVWWcy07Y6Fhw4YYPHhwpcoODg7GwIED8eeff1Z4rhMEAWfOnMGwYcMwYsQI5ObmVqpMADh8+DDatWuHlStX6uVKBXUR+8flq43t1NzcHOPGjRPDWVlZ2L59u9r1W7VqlSQ8ZcoUtY9B+kvdvnJV2ri5uTnMzc0lcfp+DVzd7t+/j65du+Lzzz+Xm2H5XElJCbZu3QofH586/32RcpW9hhUEQS6t7BLM1eHIkSOSezYDBgyQrHIxZswY8d+lpaXYsGFDtdepKgoLCzF8+HCMHTsWN27cUJru9OnT8Pf3x5IlS7RYOyIiIikO6JJeKTugAgAeHh5q5ZdNL3u852SXJC0pKVGrnKKiIpXK0Sey+7Dk5eUhMjKy3DyRkZHw8/PD5cuXJfFGRkZwd3eHr68vPDw8YGZmJnn/7Nmz6Natm8qDujNmzMC0adOQk5MjV07z5s3RuXNntG/fHg4ODiodj2qHsktEAkDTpk0rXGp71KhRkvBPP/0k114VWbp0KZ4+fSqGhw4dqvaN7Orw9OlTuYcoTExM4ObmBi8vL/j6+qJly5ZyS1pmZWXhlVdeQURERKXKnTt3Lr7//nsxbG1tjbZt28LHx0dhO/z888+5PxKVqyafd8sOqsTGxpZ7k62wsFCyd31wcHCltwhQ9NCVg4MDPDw80KVLF3h6eipcIjYsLAxBQUHi3qDqiIqKQlBQkLhULPDst9fHxwdubm4wNjZW+5hUdewfV6w2ttOye5YC8oOzFcnPz8dff/0lhq2trSV7G1LNp25fuaptvOwe20DNuAauLpmZmejbt6/kgRtnZ2f4+PigXbt2MDU1laRPS0vDkCFD8OTJE21XlWoA2WvYVatWqfRQ3YYNGyRbBnXq1ElucLg6yC63XHYAV1FYNr0+KS0txYgRI7Bjxw6591544QX4+PigdevWYpsWBAGzZ8/Gpk2btF1VIiIiABzQJT2Sn5+PxMRESZw6e4coSh8XF6cwnexATUpKilrlyA5U1oSLWW9vbxgZGUniyntK+OHDhxgyZAjS0tLEuA4dOmDz5s3IzMzEzZs3ERkZiWvXriEjIwNbt26Fm5ubmPbWrVuYMGFCuTN6gWcDbmX3WAGe7Q23du1apKam4vbt2zh37hyio6ORkpKCxMRErFq1Cr1791bn41MNtHr1akl40KBBFeYZP3482rVrJ4avXr2K4OBgZGdnK82zcuVKLFiwQAzb2Nhg8eLFlahx9fH398fSpUtx9epV5ObmIj4+HhcvXkRkZCRu3LiB7Oxs7Ny5U/JEdmlpKcaOHSv3oERFTpw4ge+++w4A0KVLFxw8eBDp6em4evUqzp8/j0ePHiEiIgKtW7eW5HvvvffkbvQRPVeTz7tDhgyR7H9X3uy/3bt3IyMjQwyPHz++SmXb29tj+vTpCA8PR2pqKlJSUnDt2jWcPXsWly5dQmpqKm7evImPPvpI8nDVkSNH5M6tqnj77beRl5cHMzMzfPrpp0hKSsKdO3dw/vx5xMfHIyUlBbNmzarSZyL1sH+smtrYTj08PCR7pJ46dQrXr19XuV6hoaGSAYHRo0fD0tJSzU9H+kzdvnJV2nhGRkaNfKi5usyePRvXr19HvXr18O67NLNVcQAAIABJREFU7yI+Ph5JSUk4f/48rly5gsePH2Px4sWSB6GSkpLw9ddf67DWpK/69euH/v37i+GUlBQEBgbi0aNHSvPs3r0bb7/9thg2NjbGr7/+Wq31BIAnT55IBj+tra0RFBQkSdO8eXPJaiI3btzAmTNnqr1ulfHjjz9iz549krihQ4ciOjoaDx48wPnz5xEbG4vU1FSsWLFC/B195513+IAGERHpBAd0SW+kpaVJBv+MjY3RqFEjtY7h7OwsCSu7SG3RooUkrOqSNsCzJYjLzlwBUG5HW19YWlrKDcDcvn1bafqJEydKvr8pU6bgwoULCA4OhpWVlSStmZkZRo4ciQsXLkg67nv37sXOnTuVlnH16lWEhIRI4kaMGIGYmBiMHz9ecmPuORcXF7z11ls4cuQILly4oDAN1Xx79+7FiRMnJHETJkyoMJ+JiQl27tyJJk2aiHFhYWFo0aIF3n//fWzcuBH79+/Hjh078M0336BTp06YOnWqOEPB3t4e+/btQ/PmzTX6eSrL1dUVV69exbFjxzBjxgy0bdtWbjYu8KwNBgUF4cyZM3jrrbfE+AcPHqi9xFVCQgKAZ9/3v//+i379+knKNDAwQEBAAE6cOAEnJycx/v79+wgPD1f3I1IdUZPPu6amppKZE1u2bFE687/sDIQ2bdqgc+fOlS73k08+wb179/Drr79i0KBBCmf5AYC7uzu++eYbnDlzRnKz/ocfflD7IYtHjx7BysoKhw4dwpdffinXr7K1tUXPnj3V/zBUaewfq6a2ttNp06ZJwurM0v3jjz8k4cmTJ6ucl/RfZfrKVWnjirbgqAnXwNXl9u3bMDU1xa5du/Dzzz9LHmwGnl17z549G2vWrJHEr127VqXVg6ju2bhxo+TB5FOnTqFly5aYMmUK1q1bh3379mHXrl344Ycf4O/vj6CgIOTl5QEALCwssHXrVnTt2rXa67l9+3axXODZSnCyy7EDwNixYyXhtWvXVnfV1Pbw4UN89tlnkriPP/4YO3bsQPv27SXx1tbWmDJlCs6fP48XXngBmZmZkofDiIiItIUDuqQ3ZGeRWVhYwMDAQK1jyD51rmxmWtmn3QHg77//VvnCavPmzXJx6s6A0xXZm0zJyckK0509exb79+8XwwMHDsTvv/9e4VKLtra2+Pvvv2FtbS3G/fDDD0rTf/PNN5Lv/aWXXsLWrVvllqhSxtvbG/Xr11cpLdUc6enpcssMDh06VOX9gNzc3HDx4kWMGTNGXFouLS0Ny5Ytw9ixYzFw4EAMHz4cn3zyiThL3cLCAlOnTkV0dLRaexNWt0aNGqFt27Yqpzc0NMSvv/4quakkeyNJFT4+Pli5cqXcrP6yHBwc5C6Aq7pvL9VeNf28W3Y517S0NIUPLzx69AgHDhxQmKcyunXrJrelQXk6duyIRYsWieH79+/j4MGDape7ePFivPTSS2rno+rB/rHqamM7ffXVVyX99/Xr10u2iFAmLi5OMtjXsWNH+Pj4qFxP0m+V7SvLtvEtW7aoXKY+tHF9s3DhwgpnRY8ZMwZdunQRwykpKfjvv/+qu2pUA9nb2+Ps2bP43//+Jy6dnp2djVWrVmHChAkYNGgQhg4dig8++ED8fTc2NsaoUaNw6dIlDBs2TCv1lB2YlR24fW7kyJGS+0fbtm1TuE2BLv3555+SwelevXpVOIu+RYsWer8nMBER1W4c0CW9IXtBqM7NkedknwxUdpE5aNAgSefy4cOHKi1N+PDhQyxbtkwuvqZczNra2krCyur9448/SsJLly5V+eaho6OjZIbgv//+q/Dp7eTkZGzbtk0MGxoaYvXq1XJ7O1Hd8nyZ4KSkJDGufv36CttdeRwcHPDXX3/JzdZVpF69epg0aRLee+89vPDCC5Wqtz4xMTHBa6+9JoajoqKQn5+v1jEWLFig0l6ZI0eOlIQvXryoVjlUd9T08263bt3QqlUrMaxoOdeNGzeKM+0MDQ2V3uCqTsHBwZIHMU6fPq1WfldXV87i0zPsH6uuNrZTU1NTyazLtLQ0hfv8yeLs3NqrKn1l2WVR//vvP4SGhlaY7+rVqwr3i6wp18DVwdnZGe+8845KaWX3R2V/mZSxtLTEsmXLEBERAQ8PjwrTBwcHY+bMmWjZsqUWavdsW61Tp06JYScnJ6VbYTVs2BADBw4Uw5mZmeWu3qYLsv2Eb7/9VqV8ffr0Qb9+/aqjSkRERBXiyAnpDdmn9Z4/lagO2ZmdygYxnJ2dERwcLIn75JNPyu1gZmRkYOjQoXj8+LHce+oOluiK7FLJip7wLy0tlczO9fX1xYsvvqhWOWX3fwGAkydPyqU5cuSIuMwt8GwWsLYuREh/hYSEyM3yXLFihdr7BV66dAkBAQEYMmSI5IaXIsXFxfj555/Rrl07jBs3Tm7JyJqo7JLRxcXFuHr1qsp569evjwEDBqiUtkGDBnB1dRXD9+7dU72SVKfUhvNu2Zl84eHhSE9Pl7xfdhnXPn36VPgwSXWwtLSULMf7fBUCVY0aNYoPVukZ9o/VUxvb6ZQpUyQPVla07HJRUZHkJrWFhQXGjBlTydqSvqlKX9nX11dulu5bb71V7t6WiYmJGDZsGAoLC+XeqynXwNVh+PDhKj38CDybIV8W+8ukTEJCAoYOHYqXXnoJMTExFabfsGEDunbtisGDB+PBgwfVXr+y51Dg2d7s5fUbZR+aks2vS6mpqbhx44YYdnNzk8ymr4guHggjIiICOKBLekR2xoEqy4nJkr3QLG8Ww7fffgsHBwdJecOHD8f48eNx4sQJZGZmorCwELdu3cKyZcvQtm1bREZGApCf6So7UKqvsrOzJWFFSxtfuXJFMqBVmeXZyg7wAEBsbKxcGtlB3oqWq6Lab9myZViyZIkkbs6cOXJPtVdk8+bN6NKlC44fPw7g2Z6vr776Kv755x8kJyfj6dOnyMjIQGRkJD777DNxH2ZBELBhwwb4+fkhNTVVMx9Kg/Ly8rBlyxZMnToVXbt2hZOTE6ytrWFoaAgDAwPJS3YZvrS0NJXL6dSpk1oDOmVvSteGwXCqPjX9vPvGG2+IgypPnz6VLFV56dIlREdHi+GqLuMq69q1a5g/fz6CgoLQsmVL2Nvbw8TERK7tGxgYSLZTUKftA1B5aXvSHvaP1VMb22nLli0lM6COHj2K27dvK02/a9cuyT7Jr732GrcoqSU00Vf+5ZdfJL8BWVlZ8Pf3x/vvv4/z588jOzsb+fn5iImJwddff40OHTogPj4egH60cX2hzjWy7L7n7C+TIhEREejYsSN27doFQRAAPHvwaNu2bUhMTERhYSGysrJw6dIlfPfdd3B2dhbz7t27Fz4+Prh582a11U8QBLkZrRU9LBQYGAgbGxsxfOjQIa0MPKtCdl9wdbdd0qdtmoiIqG7hgC7pDdkLwsrsryH7lHB5F5nOzs7YunWrZF+x551Uf39/2NnZwczMDO7u7nj//ffFGy/Ozs6Sva8A+YtbfSV78ajo+5EdfP3tt98U3ogq7yW756fs7Ajg2XI9ZXFfr7pt06ZNmDFjhiRuwoQJWLhwoVrHOXbsGN544w3xhre5uTn++ecfhIaG4pVXXoGjoyOMjY1ha2sLX19fLFiwAFevXpX8/cXExGDkyJHihbSuFRUV4bvvvoOjoyNGjx6NlStXIjIyEsnJycjJyVGpnpmZmSqXJ3vTqSJlf0Pr8kwNqlhNP++6uroiICBADJedZVD239bW1hg+fLhGyrxy5Qr8/f3Rrl07fPHFF9i9ezfi4+Px+PFjlfY2VaftA9LZ/aQf2D9WT21tp9OmTRP/LQiC3JLKZcnO4OVyy7WDpvrKHTp0wJ9//ol69eqJcUVFRVi2bBl8fX1hY2MDCwsLtG3bFp9++ql4/dihQwd8+OGHkmPVlGvg6qBOf1l2H3P2l0lWXFwcAgMD8eTJEwDPtgRYtWoVDh8+jNdeew0uLi4wMTGBjY0NPD09MWfOHMTExODll18Wj5GcnIzAwMBq26c2IiICd+/eFcMeHh7w8vIqN4+ZmRleffVVMVxSUoK//vqrWuqnrvv370vCbdq0USu/m5tbpVZNISIiqioO6JLekL25lJeXp/aASm5ubrnHlNWrVy+cPHkSbm5uKh3fy8sLR48ehbW1tSS+plzMln1aH3i254ksRUvmVZWip5BlB3nVHUSi2mPPnj0YP368pL0PHz4cf/zxh8p7NwPPLhDfeustyVLey5cvx+DBg8vN5+TkhD179sDe3l6MO3bsGLZv367Gp6ge+fn5ePnllzF37ly5GfbqULRMnjKV2Z+RSFU1/bxbdkbfuXPnEBcXh+LiYsnegq+++iosLCyqXNaePXvg4+ODEydOVPoY6rR9AJJZFKQf2D9WX21sp0FBQXB0dBTDa9euFfcCLuvu3bs4fPiwGG7Tpg26d+9e6bqRftBUX/m5119/HXv37kXjxo1VSt+3b18cOHBALr6mXANXh6r0l/XloVHSH9OmTZOcqz///HO89dZb5eaxsbHB33//LdkeKy4uTqX9tCtDdrlkVZcc1tdll2UfplJ3JQsDAwP2m4mISCfqVZyESDvs7e1hYGAgXuAUFRUhJSVF5QtNQP4pO1UGCb28vBAbG4s1a9Zgw4YNOHv2rNwNEk9PT7z55puYNm0aTExMcOjQIcn77u7uKtdRV3JzcyV7hABQeKNO3dk8qigtLZWLkx2cqstLdtVlEREReO211yRtrl+/fti8eTOMjIzUOlZ4eLhk5nfr1q1VXk6xcePGmDFjBj799FMxbtWqVRg5cqRaddC06dOn4+jRo5I4BwcHBAQEwNPTEy4uLrCxsYG5ubnk+zp48CC+//57bVeXSCU1+bw7YsQIvPvuu+JNt/Xr16Nr166SB6bGjx9f5XJu3LiBESNGSJbXNTAwgK+vL/z8/NCiRQs4OjrCzMxM7qby2LFj8ejRo0qVq+p+gKQ97B+rrza2U2NjY7z55pv45ptvADybiRUeHo6goCBJuj///FPS7+bs3JpPk33lsvr164fbt2/j119/xbZt23Dx4kW5azY/Pz9MnjwZ48ePh4GBgdyDvzXhGphI30VHR+PYsWNi2M7ODiEhISrltbCwwGeffSYZNF21ahXmzJmj0Trm5OTg77//lsQ1btxY8gCRMqWlpbCyskJOTg6AZ6thnT9/Hp07d9ZoHdUl+zBVZWbbKtrCjIiIqLpxQJf0hrm5OVxdXSXLuCQmJqp1wyoxMVESbt26tUr5jI2NMWXKFEyZMgW5ubm4d+8e0tLSYGlpCRcXF8nMPeBZJ7SsmrBc8IULFyQzFwEoXCJHdrbC6NGj8eabb1apbEUzgWVnceTk5Mh9z1S7RUZGYsiQIZJlofz8/LBjx45KXVAdOXJEEh48eLBasxYCAwMlA7r//vsvSkpKqnSzrCouXbokeYLZ2NgYixYtwvTp0yv8fmSXNCfSNzX1vGtlZYXhw4djw4YNAIC//vpLslVB06ZN4e/vX+Vy5s6dK7nR5Ovri3Xr1qnUr6nMbC3SX+wfq6+2ttPJkydj4cKF4qDbqlWrJAO6JSUlWLNmjRg2NTXV+D7BpF2a7ivLsrCwQEhICEJCQpCVlYWkpCSkp6ejfv36cHV1lZuBqy9tnKg2kb2G7d27t1orSDy/5n3+4Fd8fDySk5PxwgsvaKyOoaGhcqt9TJo0qdLHW7t2rc4HdGVn5D4fcFbH8yWyiYiItIkDuqRXWrduLblhFRMTo1ZHT3b/V1VvWJVlaWlZYb4rV65IwjXhYjY0NFQStrKyUvjdyt6cs7W1Rd++fTVenwYNGkjCKSkpaNasmcbLIf0UHR2NgQMHSi6cvLy8sHfvXrl9plSVkJAgCau7F6Rs+vz8fGRkZOjsQYNt27ZJlmSbP3++3N5pyijat5pIX9W08+64cePEgaLExETJYNkbb7xR5QHVnJwchIeHi+HGjRtj//79sLOzUyl/RkZGlcon/cP+sfpqYztt1qwZBgwYgH379gEA9u/fj6SkJDRp0kQSfm7YsGFo2LCh2uWQfqiOvnJ56tevX+GSo/rUxoGqP8CUl5enoZoQVV5Vr2FtbW1hZ2cnuf67f/++Rgd0165dq7FjAcCWLVuwdOlSpQ+mVKVtq9quZe9HPXjwQK1ysrOzKzUITEREVFXcQ5f0SseOHSXh06dPq5w3OTkZd+7cEcPGxsbw8PDQVNVE6enpOHv2rBiuX78+/Pz8NF6OJmVnZ8vtVTJw4ECFS8TIXkDEx8dXS51atmwpCV+4cKFayiH9ExcXh379+kluZrZp0wYHDhxQe++asmSXTapXT71nlhQtNSo7q12byv7OGBoaYtq0aSrnvXbtWnVUiUgn9O2827t3b3EARZYmZsNdvHhRsoTr6NGjVR4kio+PV3vfXNJ/7B+rr7a206lTp4r/LikpwerVq8XwqlWrJGmnTJlSqTJI96qrr1wVV65cwb1798Rwy5Ytdb7ksuxS5vn5+WrlT01N1WR1iCqlqtewgPx1rCavYRMSEqq0T7wi6enp2L17t9L3q9K2VW3Xsn2hqKgolcsAgMuXL3M/bCIi0gkO6JJeeeWVVyThw4cPq9xJOnjwoCTcq1evatmX9e+//0ZRUZEYHj16tFpL4ujCvHnz5PasVTY45OvrK/k8p0+flizzpSk9evSQhPfu3avxMkj/3L17F3379pXsY9e8eXMcOnQIDg4OVTq27CwUdZ+yld1j0MDAQKczW8rurefg4KDyjeLS0lIcP368uqpFpHX6dt41NDSU7FX2XLdu3eQeVqoM2X01X3zxRZXzyu65TbUD+8fqq63t9JVXXoGzs7MYXr16NUpLS8U9dZ9zd3dHQEBApcsh3anOvnJVbNmyRRKuynKrmmJjYyMJq7MvdVpamuRhFyJdqeo1bGFhodz+1pr8rVi/fr2kzzFhwgQIgqD26/mqGc/JTjgoqypt+/z58yqla9eunaSfcvLkSWRlZalcTnkD0kRERNWJA7qkV/z8/CTLm96+fRvHjh1TKe+ff/4pCZfdU0pTCgoK8PXXX0viJk+erPFyNCksLAxLly6VxPXq1Qu9e/dWmN7ExETyXm5urmQ/Lk3p06eP5OnTffv24ebNmxovh/RHcnIy+vTpI1kO0NnZGUeOHJHcnKws2SW71b1hKrt/UdOmTSv1hLSmlL1wLjsLqCK7d++WfMdENZm+nnfHjx+vUlxlyA7Uqdr+BUHA8uXLNVIH0i/sH1dObWynRkZGeOutt8Tw3bt3cfDgQaxduxbFxcVi/FtvvcX9tGug6u4rV9ajR4/wyy+/iGFjY2ONtaWqMDc3lwxcRUdHi3tMV2Tr1q3VVS0itchewx47dkytmZ/Hjx+X/P6bmppq7PdCEASsX79eEhccHFypYwUFBcHc3FwM79+/X+lAbdOmTSVhVWfPFhUVYceOHSqlrVevHgYOHCiGCwsL5fpMymRnZ8t9L0RERNrCAV3SK4aGhpgwYYIkbv78+RV2aI8cOYKTJ0+KYWtra4wcOVLj9Zs7d65kD7PXX38dnTp10ng5mrJ48WKMGjVKEmdpaYnffvut3HwhISGS8Lx58yR7j2lC48aNJRcDpaWlmDRpksoX4VSzpKeno1+/frh165YY5+DggEOHDqm9T5Ayffr0kYRPnTolWf6xPE+fPsWSJUvKPZ62OTo6iv/OyMhATExMhXlycnIwe/bs6qwWkVbp63m3devWyMnJQXZ2tvjS1ABW2bYPPPstU8Xy5ctx6dIljdSB9Av7x5VTW9vp5MmTYWRkJIZXrlyJP/74QwwbGxvL/b2Q/tNGX7kySktLMX36dDx58kSMCwkJkWsDulL2tyYjIwOHDh2qME9WVha+++676qwWkcpkrzkTExOxbds2lfIKgoCFCxdK4l566SWFW2tVxsmTJ3H79m0x7ODgUOlrZGtrawwePFgMFxcXY+PGjQrTyvYhVP0+fv75Z7VmOMv2CRYsWCD5vMqEhISoNWuYiIhIkzigS3rnww8/lCwFd/z48XIvuO7fvy95Uh0A3n//fclMBmWuX7+uUp1KSkrw8ccf46effhLj7Ozs5Ga+6oPi4mJs3boVXbp0QUhIiORpTSMjI6xbtw6tW7cu9xg9e/bEgAEDxHBqair69++v8vcFPLv437lzJz788EOlaT766CPJxcbJkycRHBys8r5iFy5cUGtZHNKN7OxsvPzyy5J9XW1tbXHw4EG0adNGY+X06NEDrq6ukrjRo0dX+DBCUVER3nzzTcTFxUniNbHHXlXI7j04Z86cch94yMvLw/Dhw1W6CCXSldp03rW0tISVlZX4MjTUTLfa29sbJiYmYjgsLKzCPVP37NmDWbNmaaR80k/sH1dObWynzs7OkmW4d+zYITn3BwYGonHjxlUuh7RHW31l4Nm1YtlB4/Lk5+dj4sSJCAsLE+Pc3Nzw2WefabROVTFo0CBJ+MMPP0ReXp7S9Lm5uRg1apRkP2AiXXJzc0PXrl0lcW+//Taio6PLzScIAj766CNERERI4jU5e37t2rWS8IgRI6q0gtXo0aMlYWXLLnt7e6NRo0Zi+OzZs9i0aVO5x967dy8+/vhjterTv39/yVZgWVlZ6NOnj9IHr54+fYrZs2djxYoVAMCVMIiISCd0t5YkkRL29vb4+OOPJZ2xjz76CImJifj000/h5OQE4NmA4e7du/H+++9LBmycnJxUnqHWo0cPtG3bFqNHj8bAgQPlBoNycnKwd+9eLFy4ULLMi6GhIf78809JJ7O6xcTE4PDhw5K4kpISZGZmIjMzE0lJSYiMjERkZKTkCernrKyssH79egwbNkyl8tavXw8fHx/xYjcuLg7e3t6YPHkyJk6ciA4dOsh1YDMyMvDff/8hPDwcf//9N+7duwd/f3+lZXh4eGDx4sX43//+J8Zt374dFy9exGeffYYhQ4bI7RualJSE/fv3Y+PGjTh27BgSEhJQv359lT4T6caQIUPk9rKZNWsW0tLS5P6mK+Lt7a10L1kTExN8+eWXkovYO3fuoFOnTpg3bx7Gjh0ryVtUVIQjR45g3rx5OHfunORYgwcPRs+ePdWqm6aNHTsW3377rTiIGx4ejsDAQHz//ffw8PAQ0xUUFGDPnj346KOPEB8fDwBo06YNYmNjdVJvqpn+/fdf5Ofny8VfvnxZEi4oKFDabp2cnCR/m4rUpPOurlhaWuLVV1/F5s2bATw71w8cOBDff/89xo0bBzMzMzHtzZs3sXTpUqxYsQKlpaVo1KgRSkpK5PZSo5qP/WP9out2OnXqVOzatUvhe/qw3DWpR1t9ZeDZebxVq1YYNGgQRo0ahb59+8rNtk1PT8euXbvw1VdfSR4WMDc3x8aNGyV/37o2ZswYfPTRR+Ig7uXLl9G3b1/8+uuv8PLyEtMVFBRg7969+PTTTxEbGwsTExM0atSI25RQhbTRR164cCF69eolrryRkZGBbt26Ye7cuZg8ebKkjZaWluLMmTP48ssvceDAAclx2rdvjzFjxqj82cqTl5eH0NBQSZzsgKy6Bg0aBBsbG/F+VXR0NKKioiRtFfj/lSYWLVokxk2cOBHJycmYNm0aLC0txfhbt27hp59+wm+//YaSkhK4ubmp/NCKgYEB/vjjD3h5eYm/IXfu3EHnzp0RFBSEAQMGwMnJCbm5ubhy5Qo2btyIhIQEAMDLL7+M2NhYyQolREREWiEQ6aGSkhLhlVdeEQBIXkZGRkKLFi0ELy8vwdbWVu59c3Nz4dSpUyqX07BhQ0n+Bg0aCB06dBB8fX2FZs2aCSYmJgrrsHr16mr89M/4+/vLlV3ZV//+/YUbN26oXYfo6GjBxcVF4THr168veHh4CF26dBHatm0rvPDCCwrT+fv7V1jOzJkzFeZ9/v+7c+fOQocOHQQHBwe5NAkJCep/uaRVmvo7BiBERERUWN60adMU5jU0NBTc3d0FX19foV27doKlpaXCdK1atRLS0tKq5bsYP368pKx58+aVm3769OkK6+ji4iL4+voKHh4egoWFheS9nj17CqtWrZLErVmzRmkZCQkJkrTjx49X6zPJ/lZRzdS0adMqt09V/nZq0nk3KipKo8evX7++ym0lPj5esLGxkfsuzMzMhA4dOgidO3cWmjRpIvc97d27V/L/smnTpuWWI/ubxHOqfmP/uG62U0VKSkqEZs2ayZXt6uoqlJSUVPLTk65os6+cnZ0tl6dx48ZCx44dBR8fH8HFxUUwMjKSS2NhYSHs27ev2r8L2f6IKn3/xYsXK/wunJ2dhc6dOwseHh6Cubm55L3ff/9drT7svHnz1K7Xc1Xta5NuaauPvHDhQqX5mzVrJvj6+gqenp5y56nnLwcHB+HWrVsa+9zr16+XHL9JkyZCaWlplY87btw4yXHfe+89hemysrIEZ2dnuc9pamoqtGvXTvDx8ZE7x7Zu3VrYsWOHJK6i621BEISDBw8KZmZmKv//dHNzE1JSUiR/G25ublX+boiIiFTBGbqklwwNDbF9+3ZMnDgRW7ZsEeNLSkqULifasGFDhIaGonv37pUuNz09Henp6Urfb9KkCdatW4fevXtXugxtsbS0xJAhQ/Duu+/KLd2qqvbt2+O///7DG2+8Iff0Z1ZWlkrLHcvO6lBkyZIlcHd3R0hIiGSJrOf/v7mELKnj119/haOjI7766ivJkuOlpaXiDFZl+vfvj7Vr16Jhw4bVUjdBZr9DY2PjctMvXboUiYmJ2LNnjyT+3r17CpeK69WrF8LCwrBz586qV5ZIC2rTeVeT3NzcsH37drz66qvIyckR4wsKChQuwWdmZoa1a9di4MCB2qwmaRn7x/pFl+3U0NAQkydPxieffCKJnzRpksaWlaa649GjR+XuB+nh4YGNGzeiY8eO1V4XdfvKADBz5kzExcVh1apVkvj79+/j/v37kjhDQ0MsWbIEU6dOFWe90vmDAAAWbklEQVTYE+mDDz/8ELa2tpg1a5bcsuF37tzBnTt3lOb19vbGpk2b0KJFC43VR3a55VGjRmlkieHg4GCsX79eDG/atAmLFy+Wa+s2NjbYvXs3BgwYgLS0NDG+sLAQV69elTuup6cnwsPDcfPmTbXr1K9fP0RERGDSpEmIiYkpN21AQAA2b94MBwcHybmfq8YREZG28GqP9JaZmRk2b96M0NDQci8eLS0tMX36dMTExCAgIECtMj7++GN069atwn1A3N3dsWjRIsTFxenVzSpjY2NYWVnB1dUVnTt3RnBwML766iscOXIEqamp2LRpU6UHc59zcHDA/v37ceLECQQGBkqWt1HEwMAAXl5emDt3LqKjoyWd9fJMnz4dt27dwnvvvVfhvl+2trYYPXo0jhw5gmbNmqn6UaiOMDQ0xLx583D58mVMnToVNjY25aY3MjJC7969ERYWhv379+OFF16otrrJLtdlbW1dbnoTExPs2rULS5culVsOr6xmzZrhl19+weHDh2Fra6uRuhJVh5p+3tWm/v374/z58wgMDFSapl69ehgxYgQuX76MUaNGabF2pCvsH+sXXbbTiRMnSsJGRkZ48803NXZ8qp3MzMzw6aefomPHjhUO/nt6emLFihW4fPmyVgZzAfX7ysCzvv/KlSuxdu3ach8m7tGjB06fPo3333+/yvUkqg5Tp05FTEwMPvjgAzg4OJSb1sDAAL6+vlizZg3OnDmDVq1aaaweiYmJcnvzBgcHa+TY/fr1g729vRhOS0tDeHi4wrSdOnXCf//9h9GjR8PIyEhhGltbW3z++ec4e/YsnJ2dK12vrl27IioqChs3bkRQUBCaN28OMzMzmJmZwc3NDWPGjMHevXsREREBR0dHlJaWSiY4cECXiIi0xUCQfQSSSE/Fx8cjMjIS9+/fx9OnT2Fra4s2bdqge/fuVd7HJy8vD1FRUYiPj0dKSgoKCgpgYWGBJk2aoFOnTmjZsqWGPkXNV1RUhHPnziEhIQFpaWnIzc2FpaUl7Ozs0KpVK3h4eFS5MysIAi5duoTY2FikpqYiOzsblpaWcHR0hIeHB9q1a6e0Q08kq7S0FNeuXUN0dDTS09Px5MkTmJmZwdbWFm5ubvDx8YGVlZVW6vLyyy9LZruvXr1a7oasMsXFxTh//jyio6Px+PFjGBkZwdHRER07doSnp2d1VZmoWvC8q57k5GScPHkSSUlJyMvLg42NDdzd3eHn58eHOOo49o/1h7bb6dGjR9GnTx8xPHjwYLkVPYjKk5WVhaioKNy6dQuPHz9GYWEhrKys0LRpU3Tu3BkuLi5arY8gCLCwsEBBQYEYd/v2bTRv3lytY0RFRSEqKgppaWkQBAEuLi7w8/NT6zhEuiYIAm7evCn+LWdlZcHY2Bi2trZwdXWFr69vuftl1zaZmZk4duwY7t27h6ysLNSvXx9t27ZF9+7dYWpqqvX6XL16Fe3btxfDEyZMwJo1a7ReDyIiqns4oEtERKQlL774Im7cuCGGIyIi1J45RURERPT6669LlozduXMngoKCdFgjoqpJTk6Gk5OTGDY2NkZubq5Kyy4TEWnTTz/9hBkzZojhX375Be+8844Oa0RERHUFl1wmIiLSgvT0dLk9fNu1a6ej2hAREVFNlZaWhrCwMDHs7OyMwYMH67BGRFUXGRkpCbdq1YqDuUSkd4qLi7F8+XJJXPfu3XVUGyIiqms4oEtERKQFW7ZsQWlpqRj28PCQ7B9EREREpIoff/wRhYWFYnjq1KkV7nlMpO82bdokCfv7++uoJkRUl6i7cOVnn32GuLg4Mezl5aW1fcaJiIg4oEtERFTNrl27hnnz5kniXn/9dR3VhoiIiGqq2NhYLFmyRAxbWFhg6tSpOqwRUdVt2bIFoaGhkjj2lYlIG15//XX88MMPSE9PLzddVlYW3n33XSxcuFASP3PmzOqsHhERkQT30CUiItKwf//9Fzk5OUhNTcWJEyewfv16yUwaBwcHXL9+HQ0aNNBhLYmIiEifFRQU4NSpUwCAJ0+e4OLFi/jll1+QlZUlppkzZw6+++47XVWRSG3P/66fPn2KpKQk7N69G+Hh4ZI0ffr0weHDh3VUQyKqSwICAnD8+HEYGxujd+/e6Nq1K1588UXY2tqisLAQDx8+xJkzZ7Br1y7J+RcAXnnlFfzzzz86qjkREdVFHNAlIiLSsGbNmuHu3bsK36tXrx62b9+OoUOHarlWREREVJPcuXMHzZs3V/p+s2bNcPXqVVhaWmqxVkRVU9HfdePGjfHvv//Czc1Ni7Uiorrq+YCuunr06IFdu3bBzs6uGmpFRESkGJdcJiIi0hInJyfs2rWLg7lERERUJY0aNcLu3bs5mEu1io+PD06dOsXBXCLSGmdnZ7XSW1paYu7cuTh06BAHc4mISOvq6boCREREtZWNjQ3s7e3RqVMn9O/fH2PHjoW5ubmuq0VEREQ1kIWFBVq0aIFXXnkFs2bNgoODg66rRFRphoaGsLOzQ+PGjeHn54chQ4YgMDBQ19Uiojpm48aNmDdvHg4cOICzZ88iLi4OiYmJyM7ORlFREWxtbWFvbw9PT08EBATgtddeg729va6rTUREdRSXXCYiIiIiIiIiIiIiIiIi0lNccpmIiIiIiIiIiIiIiIiISE9xQJeIiIiIiIiIiIiIiIiISE9xQJeIiIiIiIiIiIiIiIiISE9xQJeIiIiIiIiIiIiIiIiISE9xQJeIiIiIiIiIiIiIiIiISE9xQJeIiIiIiIiIiIiIiIiISE9xQJeIiIiIiIiIiIiIiIiISE9xQJeIiIiIiIiIiIiIiIiISE9xQJeIiIiIiIiIiIiIiIiISE9xQJeIiIiIiIiIiIiIiIiISE9xQJeIiIiIiIiIiIiIiIiISE9xQJeIiIiIiIiIiIiIiIiISE9xQJeIiIiIiIiIiIiIiIiISE9xQJeIiIiIiIiIiIiIiIiISE9xQJeIiIiIiIiIiIiIiIiISE9xQJeIiIiIiIiIiIiIiIiISE9xQJeIiIiIiIiIiIiIiIiISE9xQJeIiIiIiIiIiIiIiIiISE/V03UFiIiIiIiINKFZs2a4e/duuWlMTU1hamqKhg0bwtHRES1btkTbtm3RvXt3+Pr6wtjYWEu1JSIiIiIiIiJSjYEgCIKuK0FERERERFRVqgzolsfW1hbDhw/H//73P3Ts2FGDNdOML774AvPnzxfDERERCAgI0F2FiIiIiIiIiEgruOQyERERERERgMzMTKxevRpeXl547bXXcP/+fV1XiYiIiIiIiIiISy4TEREREVHttHjxYnh6ekriioqKkJGRgczMTNy9exdnzpzBhQsXkJ+fL0kXGhqKY8eOYfv27ZwFS0REREREREQ6xQFdIiIiIiKqlby9vVUajM3Pz8eGDRvw448/IjY2VoxPS0vDoEGDsG/fPvj7+1djTYmIiIiIiIiIlOOSy0REREREVKeZm5tjypQpiI6OxsyZMyXv5efn47XXXkNycrKOakdEREREREREdR0HdImIiIiIiADUq1cPS5YswZIlSyTxqampCAkJ0VGtiIiIiIiIiKiu45LLREREREREZcycORMnT57Ejh07xLhNmzbhs88+w4svvqjSMZKSknDt2jUkJCQgKysLANCgQQM4OzujW7dusLOzq5a6V1ZcXBwuX76M1NRUZGVloUGDBnBycsJLL72EBg0a6Lp6RERERERERHUaB3SJiIiIiIhkLF68GLt27UJpaSkAQBAErFixQm727nPFxcU4fPgwQkNDcfjwYdy9e1fpsQ0MDNC1a1fMmTMHQUFBMDAwUJr22LFj6NWrl8L3lMU/JwhCue/n5OTghx9+wLp165CQkKAwjZGREXr06IEFCxagR48e5R6PiIiIiIiIiKoHl1wmIiIiIiKS0aJFCwQGBkridu7cqTR9cHAwBg4ciD///LPcwVzg2UDrmTNnMGzYMIwYMQK5ubkaqbM69uzZAzc3N3zxxRdKB3MBoKSkBMeOHUPPnj0xdepUFBcXa7GWRERERERERARwQJeIiIiIiEih4cOHS8IJCQlKB2sLCgrk4hwcHODh4YEuXbrA09MT9vb2cmnCwsIQFBQkzgTWhpUrV2Lo0KFISUmRxFtYWKBNmzbw9fWFu7s7DA0N5fKNGDGiwpm/RERERERERKRZXHKZiIiIiIhIgS5dusjFRUVFoWnTpgrT29vbY+TIkRg8eDB8fX0VDuDGx8dj9erVWLp0qTgIfOTIEfz000+YOXOmXHpPT08cOnQIALB+/Xps2LBBfG/x4sXw9PRU6zMdOXIEb7/9tmQAOTAwELNnz0b37t1Rr97/XyKmp6fjjz/+wFdffYXs7GwAwK5du7Bo0SJ8+OGHapVLRERERERERJVnIPDxaiIiIiIiqgWaNWsmmUEbERGBgICASh9PEATY2NggJydHjPvhhx8wa9YsubRnzpyBl5cXzMzMVDr2pUuX0KdPH6SnpwMAnJ2dcefOHcmAqqwvvvgC8+fPF8Pqfr7MzEy0adMGDx8+BAAYGhpi1apVePPNN8vNFxMTg4CAAKSmpgIATExMcPfuXTg6OqpcNhERERERERFVHpdcJiIiIiIiUsDAwAANGzaUxCUnJytM261bN5UHcwGgY8eOWLRokRi+f/8+Dh48WLmKquj3338XB3MB4Ouvv65wMBcAPDw8sHbtWjH89OlT/PLLL9VRRSIiIiIiIiJSgAO6REREREREStja2krCZWfrVlVwcDCMjIzE8OnTpzV2bFklJSX4+eefxbCrqytmz56tcv5BgwbBy8tLDP/9998arR8RERERERERKccBXSIiIiIiIiWsrKwk4adPn2rs2JaWlmjUqJEYjoqK0tixZV2+fBkPHjwQw8HBwTA2NlbrGP379xf/ff36daSlpWmsfkRERERERESknPINmoiIiIiIiOq47OxsSdjU1LTCPNeuXUNoaCguXryImJgYZGRk4MmTJygqKio3X3UOkJ48eVIS9vHxUfsYrq6uknBsbCx69OhRpXoRERERERERUcU4oEtERERERKREVlaWJCw7Y7esK1eu4N1338WJEycqVVZmZmal8qkiNjZWEh45cmSVj5menl7lYxARERERERFRxTigS0REREREpIAgCHKzZp2cnBSm3bNnD1599dUqLclcWFhY6bwVefz4scaPKTvYTURERERERETVgwO6RERERERECly/fh25ubmSODc3N7l0N27cwIgRIySDuQYGBvD19YWfnx9atGgBR0dHmJmZwczMTJJ37NixePToUfV8gDKqY/ZvaWmpxo9JRERERERERPI4oEtERERERKTAuXPn5OK8vLzk4ubOnSuZXevr64t169ahdevWFZZhYGBQtUqqyMLCQhJeuHAhvL29q3TMtm3bVik/EREREREREamGA7pEREREREQKhIaGSsLu7u5o0qSJJC4nJwfh4eFiuHHjxti/fz/s7OxUKiMjI6PqFVWBvb29JNy8eXP07dtXK2UTERERERERUdUY6roCRERERERE+ub27dvYu3evJG7YsGFy6S5evChZann06NEqD+bGx8dX6765ZTVv3lyubCIiIiIiIiKqGTigS0REREREJOODDz6Q7BFraGiIKVOmyKWT3f/2xRdfVLmMo0ePqlUnQ0Pp5ZsgCCrn7dWrV5XKJiIiIiIiIiLd4YAuERERERFRGUuXLsWOHTskcePGjYO7u7tcWtlB1bKzdcsjCAKWL1+uVr0sLS0l4by8PJXz+vr6SmYOHz16FDExMWqVT0RERERERES6wQFdIiIiIiIiAMXFxZg9ezZmzZoliXd0dMR3332nMI+jo6MkfOrUKZXKWr58OS5duqRW/Ro0aCAJJyQkqJzX2NgYM2bMEMOCIGDq1KkoKipSqw5EREREREREpH0c0CUiIiIiojqtoKAAq/6vvbt3jSoLAzj87iZmBsUPUCbGIgqaKCQIKjZOpzaxEkYlpBAsbRQbCwsjiJVgwEIQESzECIkijn+A4AeRaGMlESVicEAiZuIHkTjuFuLAbKI7UXc9uzxPd+85Z86Zcvhx5547F+vXr49Tp07VjM2fPz8GBwcjl8vNunbTpk3R1NRUvb569WrcvXv3m/vduHFjRjSuR0dHR831lStX5rT+4MGD0dzcXL2+fft27Nq1K8rlct2f8e7duzh9+nScP39+TnsDAAAA36/xVx8AAADgn/DgwYP4+PFjzb3p6emYmJiIiYmJGB0djaGhobh///6sf1/c3Nwcg4ODkc/nv7rHggULolAoRH9/f0REVCqV6OrqipMnT8bevXsjm81W5z5+/Dj6+vri7Nmz8enTp8jlclGpVOLVq1d1fZ8NGzbEsmXLYnx8PCIibt68GVu3bo09e/ZEa2trTViOiNi+fXvN9eLFi2NgYCC2bdtWfTL3+vXr0dHREYcOHYrdu3dHa2vrjH2fP38e9+7di2vXrkWxWIzJycno7e2t68wAAADAj/vtj7++9AkAAOA/aNWqVfHs2bOf8lnd3d3R19c34y+VZ/PkyZPYuHFjTE5O1tzPZrPR3t4emUwmSqVSjI2NVccaGhqiWCzG/v37q2deuXJljI6OfnOv48ePx9GjR+v6Dl/7qXf58uXYt29fTE1NzRhraWmJXC4XmUwmyuVyvHz5Ml6/fj1jXm9vbxw7dqyucwAAAAA/xhO6AAAA8fkdtYVCIQ4cOBCdnZ11r1u9enUMDAxEoVCIt2/fVu9PTU3Fw4cPZ8zPZrNx4cKF6OrqmvMZjxw5EiMjI3Hx4sU5r/2iu7s72traoqenJ0ZGRmrGSqVSlEqlb65vaGiIFStWfPf+AAAAwNx4QhcAAPhfqOcJ3aampshms7F06dJYvnx5tLW1RWdnZ+Tz+di8eXPMmzfvu/d/9OhRHD58OIrF4qzjjY2NsXPnzjhx4kS0t7fPOHM9T+h+cefOnejv74/h4eF4+vRpvHnzJj58+FAz5+9+6lUqlbh06VKcOXMmhoeHo1KpfHVuJpOJfD4fO3bsiJ6enmhpaanrnAAAAMCPE3QBAAB+olKpFLdu3YqxsbF4//59LFq0KNasWRNbtmyJJUuW/OrjzapcLsfQ0FC8ePEixsfHY3p6OhYuXBi5XC7WrVsXa9eurXkfMAAAAPDvEXQBAAAAAAAAEvX7rz4AAAAAAAAAALMTdAEAAAAAAAASJegCAAAAAAAAJErQBQAAAAAAAEiUoAsAAAAAAACQKEEXAAAAAAAAIFGCLgAAAAAAAECiBF0AAAAAAACARAm6AAAAAAAAAIkSdAEAAAAAAAASJegCAAAAAAAAJErQBQAAAAAAAEiUoAsAAAAAAACQKEEXAAAAAAAAIFGCLgAAAAAAAECiBF0AAAAAAACARAm6AAAAAAAAAIkSdAEAAAAAAAASJegCAAAAAAAAJErQBQAAAAAAAEiUoAsAAAAAAACQKEEXAAAAAAAAIFGCLgAAAAAAAECiBF0AAAAAAACARAm6AAAAAAAAAIkSdAEAAAAAAAASJegCAAAAAAAAJErQBQAAAAAAAEiUoAsAAAAAAACQKEEXAAAAAAAAIFGCLgAAAAAAAECiBF0AAAAAAACARAm6AAAAAAAAAIkSdAEAAAAAAAASJegCAAAAAAAAJErQBQAAAAAAAEjUnx1/wIjrHS+qAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] @@ -1655,7 +1662,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -1713,7 +1720,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -1736,7 +1743,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -1759,7 +1766,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAACIkAAARHCAYAAAB9SqFbAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAuIwAALiMBeKU/dgAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nOzdeXiN1/7//1dGkUFQM5GgPTWVY6ZaRB1KT2Oooq0KVVTpabXo4BirOlf51tFq1djSU1NrKuUE1dZYVfOYREREkBAyJ/v3h5/7kzs7w96RZEfyfFzXvi7r3u+11vve995J5H5nLSeLxWIRAAAAAAAAAAAAAAAASjRnRycAAAAAAAAAAAAAAACAwkeRCAAAAAAAAAAAAAAAQClAkQgAAAAAAAAAAAAAAEApQJEIAAAAAAAAAAAAAABAKUCRCAAAAAAAAAAAAAAAQClAkQgAAAAAAAAAAAAAAEApQJEIAAAAAAAAAAAAAABAKUCRCAAAAAAAAAAAAAAAQClAkQgAAAAAAAAAAAAAAEApQJEIAAAAAAAAAAAAAABAKUCRCAAAAAAAAAAAAAAAQClAkQgAAAAAAAAAAAAAAEApQJEIAAAAAAAAAAAAAABAKUCRCAAAAAAAAAAAAAAAQClAkQgAAAAAAAAAAAAAAEApQJEIAAAAAAAAAAAAAABAKUCRCAAAAAAAAAAAAAAAQClAkQgAAAAAAAAAAAAAAEApQJEIAAAAAAAAAAAAAABAKUCRCAAAAAAAAAAAAAAAQClAkQgAAAAAAAAAAAAAAEApQJEIAAAAAAAAAAAAAABAKUCRCAAAAAAAAAAAAAAAQClAkQgAAAAAAAAAAAAAAEApQJEIAAAAAAAAAAAAAABAKUCRCAAAAAAAAAAAAAAAQCng6ugEgLzExcVp+/btRtvPz09lypRxYEYAAAAAAAAAgKySk5MVERFhtDt27Kjy5cs7MCMAAABkRZEIir3t27erV69ejk4DAAAAAAAAAGCHNWvWqGfPno5OAwAAAJmw3QwAAAAAAAAAAAAAAEApQJEIAAAAAAAAAAAAAABAKcB2Myj2/Pz8TO01a9bo3nvvdVA2AAAAAAAAAIDsnD592rR1eNbf7QIAAMDxKBJBsVemTBlT+95771WjRo0clA0AAAAAAAAAwBZZf7cLAAAAx2O7GQAAAAAAAAAAAAAAgFKAIhEAAAAAAAAAAAAAAIBSgCIRAAAAAAAAAAAAAACAUoAiEQAAAAAAAAAAAAAAgFKAIhEAAAAAAAAAAAAAAIBSgCIRAAAAAAAAAAAAAACAUoAiEQAAAAAAAAAAAAAAgFKAIhEAAAAAAAAAAAAAAIBSgCIRAAAAAAAAAAAAAACAUoAiEQAAAAAAAAAAAAAAgFKAIhEAAAAAAAAAAAAAAIBSgCIRAAAAAAAAAAAAAACAUoAiEQAAAAAAAAAAAAAAgFKAIhEAAAAAAAAAAAAAAIBSwNXRCQAAAAAAAAAAAKDgWCwWZWRkyGKxODoVAABKLScnJzk7O8vJycnRqZhQJAIAAAAAAAAAAHAXs1gsSkpKUnx8vOLj45WSkuLolAAAwP/PxcVFXl5e8vHxkZeXl1xcXByaD0UiAAAAAAAAAAAAd6mEhARduHBBqampjk4FAABkIz09XdevX9f169clST4+PqpevbrDikWcHTIrAAAAAAAAAAAA7khCQoLOnTtHgQgAAHeR+Ph4hYeHO+z7N0UiAAAAAAAAAAAAd5nbBSIWi8XRqQAAADslJycrLCxMycnJRT43280AAAAAAAAAAADcRSwWiy5cuGBVIOLm5qZy5crJ29tbbm5ucnJyclCGAADAYrEoPT1diYmJio+PV0JCgul7d1pamqKjo1W7du0izYsiEQAAAAAAAAAAgLtIUlKS1RL1Pj4+qlmzJoUhAAAUI25ubvLw8FCFChWUkpKiiIgIpaSkGM/fvHlTqampcnNzK7Kc2G4GAAAAAAAAAADgLhIfH29qu7m5USACAEAx5+7uLn9/fzk7m8s0rl27VqR5UCQCAAAAAAAAAABwF8laJFKuXDkKRAAAuAu4urqqXLlypmMUiQAAAAAAAAAAACBbFovFtEy9JHl7ezsoGwAAYK+sRSKpqamyWCxFNj9FIgAAAAAAAAAAAHeJjIwMq2Nubm4OyAQAAORH1u/bFouFIhEAAAAAAAAAAABYy+4mElvNAABw93B2ti7TyK4ItNDmL7KZAAAAAAAAAAAAAAAA4DAUiQAAAAAAAAAAAAAAAJQCFIkAAAAAAAAAAAAAAACUAhSJAAAAAAAAAAAAAAAAlAIUiQAAAAAAAAAAAAAAAJQCFIkAAAAAAAAAAAAAAACUAhSJAAAAAAAAAAAAAAAAlAIUiQAAAAAAAAAAAAAAAJQCFIkAAAAAAAAAAAAAAACUAhSJAAAAAAAAAAAAAACKzODBg+Xk5GQ8wsLCHJ3SXSUsLMz0+g0ePNjRKRV7CxcuNL1mCxcudHRKDkORCAAAAAAAAAAAAAAAQClAkQgAAAAAAAAAAABQwkVGRmr16tV644031LlzZ5UrV870V/UBAQFFmk/WlRAyP06cOJHvcbOuUMFKCwBgRpEIAAAAAAAAAAAAUAL9+uuv6tOnj2rWrKlatWqpT58+ev/99xUSEqL4+HhHp5ejxYsX56vfzZs3tXLlygLOpvjbtm2bqSBmypQpjk4JQDFGkQgAAAAAAAAAAABQAu3du1erV6/WhQsXHJ2KXZYuXSqLxWJ3v5UrV+rGjRuFkBEAlByujk4AAAAAAAAAAAAAQNHy9vYuVgUVzs7OysjIkCSdO3dO27ZtU2BgoF1jLFq0KNvxgJImICAgX4VUgMRKIgAAAAAAAAAAAECJ5uPjo06dOmncuHH6/vvvFRYWprVr1zo6LZMGDRqoatWqRtveLWfOnTunkJAQo925c+cCyw0AShKKRAAAAAAAAAAAAIAS6PHHH9eRI0cUFxenkJAQffDBB+rbt6/8/f0dnZoVV1dXPf3000Z7xYoVSkhIsLn/kiVLjJUV3N3dNWDAgALPEQBKAopEAAAAAAAAAAAAgBKoXr16atiwoZyd745bgsHBwca/b9y4oVWrVtncN/PKI4899pjuueeeAs0NAEoKV0cnAAAAAAAAAAAAAABNmzZV06ZNdfDgQUm3Cj8GDhyYZ7/ff/9dJ0+eNNrBwcHGqiJ36ty5c9qzZ4+io6N17do1VaxYUdWqVVP79u1VuXLlOxo7MTFRBw8e1NGjRxUbG6vExESVLVtW5cqVU0BAgOrXry8/P78COY+iEh0drR07digyMlKJiYmqXLmy/v73v6tFixZycnIq0LksFov++usvHTt2TJcuXdLNmzdVqVIl1apVSw8//LC8vb0LdL7IyEj99ttvCg8PV1pamqpXr67GjRurRYsWBTqPJO3bt0+nT59WVFSUkpKS5O/vb1pp525y7tw57du3T9HR0YqNjZWvr6/xGapWrdodj5+QkKBt27YpPDxcV69ela+vrxo0aKD27dvLw8OjAM6g5KFIBAAAAAAAAAAAAECxMGjQIL322muSpK1btyoyMlI1a9bMtc+iRYuMf1eqVEk9evTQ+vXr851DRkaGFi5cqJkzZ+rw4cPZxjg7O6t169Z666239Pjjj9s1/unTpzVt2jStWrVKN2/ezDW2Ro0a6tatm4YPH662bduansup6GLq1KmaOnVqjmOGhISoU6dOduWcl2PHjunVV1/Vzz//rPT0dKvn/f39NWHCBD3//PN3XCwSExOjd999V8uXL1dUVFS2Me7u7nr00Uf19ttvq0mTJjaN26lTJ23fvt1o3y40OnjwoMaPH6+ff/452+KjevXq6d///rcGDx5s0zwLFy7UkCFDjPaCBQs0ePBgJSYm6qOPPtKCBQsUGhpq6uPr62sqEgkLC1OdOnWMdnBwsBYuXGjqc/HiRdWqVcu4HrVr11ZYWJjdr//27dtN75fHHntM69aty7VPSkqK5s6dq3nz5uno0aPZxjg5OalFixaaOHGigoKC7MpJkmJjY/Xmm29q6dKl2X6OfHx8NHLkSE2aNEleXl52j1+S3R1rSwEAAAAAAAAAAAAo8Z555hm5ut76O/eMjAwtXbo01/jk5GR99913Rvupp56Sm5tbvuePjIxUq1atNHTo0BwLRG7ntmvXLgUFBalHjx6Kj4+3afwlS5aocePGWrJkSZ4FIpJ04cIFLViwQJ999pnN51DU5s+fr2bNmumnn37KtkBEksLDwzV8+HD17dtXKSkpdzRXvXr1NHPmzBwLRKRbRQo//vijmjVrpmnTpuV7vmXLlqlVq1bavHlzjqvTnDlzRkOGDFFQUJCSk5PzNU94eLhatmypSZMmWRWI5Fe1atXUrVs3o33u3Dlt27bN7nEyF2FJ5m2hsrN7927Vr19fr7zySo4FItKtIpx9+/apZ8+eCgoKsunzcNu+ffvUsGFDffHFFzn2i4+P1wcffKBWrVrp/PnzNo9dGlAkAgAAAAAAAAAAAKBYqFq1qrp27Wq0lyxZkmv8Dz/8oLi4OKM9aNCgfM8dGhqqBx98UH/88YfpuLOzs+rWrauWLVvK39/fqt/GjRsVGBio2NjYXMf/+eefFRwcbFVI4OnpqYYNG6pt27Zq1qyZAgIC5Ox8d9zG/eabbzRs2DCrcypXrpyaNGmiBx54QD4+PsbxVatW6cUXX8zXXBMnTtTzzz9vVZBTrlw5NWrUSK1bt1ZAQIDpuYyMDE2ePFkvv/yy3fOFhIRo0KBBSk1NlSS5uLjo3nvvVcuWLVWjRg2r+LVr1+qJJ55QWlqaXfNcv35dXbt2NRVUVKlSRc2aNVPDhg3vaBWMrAUdixcvtqt/QkKCVqxYYbQrVKiQ66ofa9euVWBgoFWhi7u7u+6//361bt1a9evXNwrBMvfr3LmzkpKS8szp8OHD6tatmy5evJjtHC1atFCVKlWM48eOHVOPHj2UmJiY59ilBdvNAAAAAAAAAAAAlAJp6RmKupb3DTjcueq+HnJ1uTtu8hdHwcHB2rBhgyTpyJEj2r9/v1q0aJFtbOZVDho2bKiWLVvma860tDQ99dRTOnfunHHM1dVVY8eO1UsvvWQqCjhz5ozee+89ffXVV8ax/fv3a+TIkVq+fHmOc7zyyium1SgCAwM1efJkPfTQQ3JxcTHFJiYm6s8//9SGDRv07bffZjvezz//LOnWdihjx441jj/77LO5Fss0bdo0x+fscfbsWQ0fPtx0TvXq1dMnn3yiHj16GIUAKSkpWrdunV599VWFh4dr/vz5VsUceVmwYIGmT59utJ2cnPTss8/qpZdeUvPmzU1FNRcuXNBnn32mjz76yCjwmD17ttq3b69+/frZPOeQIUOUlpYmd3d3vfXWW3rxxRdVuXJl4/m//vpLEyZMMG29sn79en388cd6/fXXbZ5nxowZio6OliT1799fb731lmmLnNTUVG3ZssXm8TILCgpS+fLljUKqlStXas6cOfL09LSp/+rVq01FOf3791eZMmWyjT1y5Ij69+9vKsZ4+OGH9frrr+uRRx6Rh4eHcTw+Pl7Lly/XxIkTjXPfs2ePxowZo7lz5+aYT2pqqp5++mldvXrVOObj46Pp06crODhYvr6+xvHdu3dr/Pjx2rFjhw4dOqQPPvjApnMuDSgSAQAAAAAAAAAAKAWiriXp4Q9CHJ1GqfDL+ED5VbTtJiysZb2xvXjx4myLRC5evKhNmzYZ7by2wcjNrFmztHv3bqPt7u6uH374QY8++qhVbL169fTll1+qdevWGj58uHH8u+++04ABA9SrVy+rPkePHjWtFBEYGKgtW7bkuGJI2bJl1a5dO7Vr105Tp07V6dOnrWK6dOkiSVarMtStW9d4rjCNHj1aCQkJRrt58+YKCQlRuXLlTHHu7u7q06ePAgMD1aFDBx0+fFhhYWE2z3P27FmNHj3aaJctW1YrV65U9+7ds42vUaOGZsyYoUcffVSPPvqoUbTw0ksvKSgoyFSskJvw8HCVKVNGGzZsUOfOna2eb9KkidauXatXX31VM2fONI5PnTpVTz31lGrXrm3TPLeLJD799NNsVzxxc3PL8Vzz4uHhof79++uLL76QdKs4Y9WqVRo4cKBN/W3daiYtLU0DBgwwFYhMnTpVEydOlJOTk1W8j4+Phg0bph49eigwMFCnTp2SJH3++ecaPny4mjVrlu08M2fO1KFDh4x2hQoVtGPHDjVu3Ngqtk2bNtq2bZuCg4O1ZMkSu95zJR0ljAAAAAAAAAAAAACKDQ8PD9OKD8uWLTNWhMjsm2++UXp6uqRbW8LYeuM7q/T0dM2aNct07HaRQW6GDRumF154wXTs448/zjb25MmTpvaIESNs3lLG2dlZf/vb32yKLSrHjx/Xxo0bjbanp6dWr15tVSCSWYUKFbRmzZocV6LIyQcffGAqRvn6669tKpro0KGDPvroI6N96dIlLV261K6533nnnWwLRDL7+OOP1a5dO6OdmJiozz//3K55BgwYkK8tcWyR3y1nIiMjtXXrVqP9t7/9TW3bts02dsWKFTp8+LDRHjFihCZNmpRtgUhmNWvW1MqVK02fhZw+Q+np6Zo9e7bp2JdffpltgchtTk5Omj9/vho2bJhrHqUNRSIAAAAAAAAAAAAAipXMN7ZjYmJMBQm3ZV7loEuXLqYtYeyxadMmRUREGG1/f3+bb9i/8847pq07du7cqWPHjlnFZV5hQbq1OsTdbMGCBab2qFGjbFo5o169eho5cqTN81y9etVU1NCuXTsNGDDA5v7Dhg1TlSpVjPbKlStt7luzZk3961//yjPOyclJ77//vunYggULTNvw5OXtt9+2OdZe7dq1MxUZbd26VZGRkXn2W7p0qTIyMox2biv1fPrpp8a/PT099e6779qc3wMPPKCePXsa7R9++MEo/sps8+bNprxbtWqlJ554Is/x3dzcNGPGDJvzKQ0oEgEAAAAAAAAAAABQrDz44IO67777jHbW1Q8OHDhg2nbiTraa2b59u6k9aNAgqy1cclKxYkWr7WV27NhhFZe1gOWbb76xM8viZdu2bab2oEGDbO47ePBgu+bJXGDz7LPP2txXulUgEBgYaLR/++03U+FDbgYMGGBzMc/DDz+sunXrGu2LFy/qxIkTNvVt1aqV7r33Xpti8yvz9cnIyLBpRZXMnzlnZ+ccX/srV65oz549Rvuf//ynKlSoYFd+Xbt2Nf5948YNHThwwCrmTt5zjz32mCpXrmxXTiUZRSIAAAAAAAAAAAAAip3MN6XXrVun2NhYo515FREfHx/17t073/Ps3r3b1M5re5GsHnnkEVN7165dVjFt2rQxbcWyatUq9evXz1TocrdISUnRn3/+abTvueeeXLf8yKpp06YqX768TbG//PKLqd2yZUub57kt8won169ft2kVDUnq1KmTXfN07NjR1M5cOJGb1q1b2zVPfgwaNMi0pcuSJUtyjd+3b5+OHj1qtAMDA+Xn55dt7M6dO02rptzpNZKU7Wo8WV9Pe66Pq6ur2rdvb3deJRVFIgAAAAAAAAAAAACKnWeffVZOTk6SpOTkZC1fvlySlJqaqm+//daIe/LJJ1W2bNl8zxMeHm5qN2nSxK7+TZs2NbXPnTtnFePh4aHXX3/ddOz7779XkyZN1LBhQ73yyitavXq1Ll68aNfcjnDhwgWlpKQYbXsKRG574IEHbIrLWizQunVrOTk52fX48MMPTWNcvXrVprntPa+s8aGhoTb1q1Onjl3z5Iefn59pRZUjR45o//79OcZnXbknt5V6sl6j8ePH232NHnvsMdMY2V2jzK+ni4uL6tevn2NO2bH1PVca2LZOEgAAAAAAAAAAAO5q1X099Mv4wLwDcceq+3o4OoUSISAgQB06dDC2g1m8eLFGjhypjRs3KiYmxoizZ9uJ7GReocTZ2VkVK1a0q3+lSpVyHC+zN998U+Hh4Zo3b57p+LFjx3Ts2DHNmjVLknT//ferW7duevrpp9WmTRu7cikKcXFxpvY999xj9xi29rly5YrdY+fl2rVrNsXZe15Z47O+TjnJvMJMYQoODtbWrVuN9qJFi9SiRQuruNTUVC1btsxoe3t7q0+fPjmOW1TXKPPr6evra/OWULfl531aUlEkAgAAAAAAAAAAUAq4ujjLr6Kno9MA7BIcHGwUiezatUunTp0ybTVzu5DkTty4ccP4t6en/Z8RLy8vUzs+Pj7bOCcnJ33xxRfq06ePpk+frp07d2Ybd+LECZ04cUKzZ89W+/bt9emnn+ZrC4/Ckvn1kgrmNcuJrYUW9sjIyLApzt7zynpOWV+nnLi5udk1T3716dNHL774opHX8uXL9fHHH1vNv2HDBl2+fNlo9+3bN9frVVTXqKA/p6UZRSIAAAAAAAAAAAAAiqW+fftq9OjRSkhIkCTNnDlT69atM54fNGiQsSVNfnl7exsrF9yexx43b940tX18fHKN79atm7p166bQ0FBt3rxZ27Zt044dO3ThwgWr2F9//VXt27fX0qVL9eSTT9qdW2HIerO9IF6znGQtBliwYIFq1apl93yZZd0eKCcJCQl5XsvMsp6Tt7e3XXkVNi8vL/Xt21cLFy6UJMXExGjjxo0KCgoyxWUuwpJy32pGsr5Gr7zyitX2MfaqW7eu1TEvLy9dv35dUuG+50oDikQAAAAAAAAAAAAAFEs+Pj7q3bu3vvnmG0nS3LlzTc/f6VYzklShQgWjSCQjI0OxsbGqUKGCzf0zr7pwezxb1KlTRyNGjNCIESMkSWfPntXWrVu1atUqbd682VhNISUlRYMGDVKbNm1Uu3Ztm/MqLOXLlze1s56/LWzdoiTrVj4NGzZU69at7Z4vPy5fvmxXkUjWc8r6OhUHwcHBRpGIdKsgJHORyNWrV7V+/Xqj7e/vr44dO+Y6ZtZrVL16dXXp0qVgEs6kfPnyRpHItWvXlJqaatcqLIWxLc7dytnRCQAAAAAAAAAAAABATnJayaB9+/aqV6/eHY/v7+9vah88eNCu/lnjs45nq7p162rYsGHauHGjDh48aFpNISkpSXPmzMnXuAWtZs2acnd3N9qHDx+2e4xDhw7ZFFenTh1T+/Tp03bPlV/2nlfWc8qae3HQsWNH0/tz3bp1io2NNdrLli1TSkqK0bZlpZ6iukaZPw/p6ek6fvy4Xf3/+uuvgk7prkWRCAAAAAAAAAAAAIBi65FHHlHNmjWtjhfEKiKS1LZtW1P7f//7n139s8ZnHS8/GjdurHnz5pmO7dy5M9tYZ2fzLV+LxXLH8+fG3d3dtGXL1atX7SqoOHjwoOLi4myKDQwMNLXtvTZ3Yvv27XbF79ixw9QuqhVP7OHk5GT63KSkpGj58uVGe/HixaZ4Wz5jRXWNWrVqZWrbc33S0tL066+/FnRKdy2KRAAAAAAAAAAAAAAUW87Ozho4cKDpmIeHh/r161cg42fdTmPp0qVKS0uzqW9sbKxWr15tOtahQ4cCyat9+/amdk7bunh5eZnaCQkJBTJ/bjp16mRqZy0uyE3m7U7y0qVLF7m6uhrt5cuXF9m2IcuXL1dqaqpNsb/88ovOnj1rtKtVq6b777+/sFK7I1lX5lm0aJEk6fjx49qzZ49xvH379rr33nvzHK9mzZpq3Lix0T5z5ow2btxYQNn+nzt5z61fvz5f2yKVVBSJAAAAAAAAAAAAACjWpk+frvj4eONx5coVlS9fvkDG7tq1q2rXrm20Q0ND9dlnn9nUd+LEiaaijIcfflj169cvkLyy3tSuUKFCtnEVK1Y0tUNDQwtk/twMGTLE1J4zZ44iIiLy7HfmzBnNnTvX5nmqVq2qZ5991mjfvHlTo0aNsj3ROxAZGanZs2fnGWexWPT666+bjg0ePDjPbVocpV69enrooYeM9u7du3Xy5EmroouctnnKzrhx40ztV155RdeuXbuzRLPo1q2baUWhvXv3auXKlXn2S01N1ZtvvlmgudztKBIBAAAAAAAAAAAAUKy5urrK29vbeHh6ehbY2C4uLnr55ZdNx9544w1t3bo1135ff/21/vOf/5iOvfbaa9nGzpo1S3PmzLFrlY8PP/zQ1G7RokW2cf7+/vL29jbaW7duVWxsrM3z5EeDBg3UrVs3o52QkKDevXsrPj4+xz6xsbHq3bu3kpOT7Zrr3//+t+l6f/fddxoxYoRSUlJsHuPq1auaPn261q5da9fcEyZMUEhISK4xr732mn7//Xej7eHhoRdeeMGueYpa1gKQhQsXaunSpUbb3pV6nnnmGTVq1Mhonzx5Ut27d9eFCxdsHiM1NVWLFi3S+++/n+3zLi4uGj16tOnYsGHDct3qyGKx6Pnnn9exY8dszqM0oEgEAAAAAAAAAAAAKKF+/fVXbdmyxeqxf/9+U1xSUlK2cVu2bNHRo0cdlH3Refnll9WmTRujnZycrO7du2vChAmKiooyxZ49e1YjRozQ888/L4vFYhzv37+/evbsme34oaGhGj16tGrUqKHg4GCtXr3aatzb/vzzTw0YMMC0ioWzs7Oee+65bOOdnZ31yCOPGO24uDi1bdtW77//vn744Qer61lQBSSfffaZPDw8jPb+/fvVrFkzrV271rRdT2pqqlatWqVmzZrp0KFDkqSAgACb56lbt67mz59vOjZv3jw98MAD+vLLLxUdHW3Vx2Kx6MyZM1qyZIn69OmjWrVqaeLEiXZtVePv76/k5GQ9+uijmjp1qmJiYkzPHzp0SEFBQZo5c6bp+KRJk+Tv72/zPI7Qr18/lS1b1mjPnDnTtBJMr1695Ovra/N4Li4uWrlypanP77//rsaNG2vy5Mk6efJktv2io6O1bt06jRgxQjVr1tTgwYNzLeh49dVX1bBhQ6MdGxurBx98UP/v//0/Xb9+3RS7Z88eBQYGGiuk2POeK+lc8w4BAAAAAAAAAAAAcDd65plnFB4enmdcdHS0/vGPf2T7XHBwsBYuXFjAmRUvLi4u+vbbbxUYGKhz585JulXcMGPGDL333nuqU6eOKlasqJiYGIWFhVn1b968uU3bqFy7dk2LFy82blxXrlxZVapUkY+Pj5KSkhQWFqa4uDirfuPHj89xJRFJGjRiXQcAACAASURBVDNmjH788UejaOXkyZN64403so0NCQlRp06d8sw1L/fee68+//xzDRkyxJj3zJkzCgoKkq+vrwICAmSxWBQaGmpaYeT5559Xampqtq9jTgYMGKALFy5o3LhxysjIkHTrHIcPH67hw4fLz89PlSpVkqurq+Li4nTx4sVcVzWxxYIFC9S1a1elpKRoypQpmj59uurUqSNfX19FRUUpMjLSqk+3bt00duzYO5q3KJQrV069evXSsmXLJN0qEsvMnq1mbrv//vu1evVqPfHEE0YhUmxsrKZNm6Zp06apUqVKqlatmry8vHT9+nVdvnzZqvAmL+7u7lq2bJk6depkzBEfH69//etfGjdunOrUqSMvLy9FRETo0qVLRr8mTZrohRde0Isvvmj3eZVErCQCAAAAAAAAAAAAoNSrW7eufv31VzVv3tx0PCMjQ2fOnNHevXuzLWzo3r27tm3bpgoVKtg9Z0xMjI4cOaJdu3bpzz//tCoQcXFx0aRJk/Tuu+/mOk7Hjh01a9Ysubm52Z3DnQgODtYXX3whd3d30/Fr167p4MGD+uuvv0zFGk888YTmzJmTr7leffVVbdiwQdWrV7d6LiIiQgcOHNDevXt16tSpbAtEypQpoypVqtg8X2BgoJYsWWKcW1pamk6dOqV9+/ZlWyDSo0cPrV69usivQX7lVAhSvXr1HAvG8hIYGKi9e/eqVatWVs9dvnxZhw8f1u7du3Xs2LFsC0ScnJzk5+eX6xxNmjTRTz/9ZHUtk5OTdfz4ce3fv99UINKgQQOtX7/etHJKaUeRCAAAAAAAAAAAAABIqlWrlvbu3auvvvpKjRo1yjHOyclJbdq00Q8//KANGzbIx8cn13GnTZum5cuXa+DAgXneBJckb29vDRw4UAcOHNDUqVNtyv2ll17SsWPHNGnSJHXu3Fk1atSQp6ennJycbOqfX8OGDdMff/yhrl27ytk5+9vPtWvX1rx58/T9999bFZTYo1u3bjp79qxmz56tJk2a5Hlu3t7eeuyxxzR37lxFRUWpR48eds03YMAA7dmzJ9eiibp16+rrr7++6woRunTpoho1algdf+aZZ+Ti4pLvcevVq6c9e/boxx9/VOfOnfO83i4uLmrXrp2mTZum06dP6+23385zjtatW+vYsWMaNmyYPD09s43x8fHRuHHjtHfvXtWqVStf51JSOVkyb5QFFENHjhxR48aNjfbhw4dz/aYMAAAAAAAAACh6/C63aNz+S/bM7rvvPrm6ujooI6BkO3funHbv3q3o6Ghdv35dFSpUUPXq1fXggw/atSpFVpGRkTp+/LhCQ0MVGxur5ORkeXp66p577lGjRo30wAMPqEyZMgV4JkUjKipKv/zyiyIjI5WYmKjKlSvr73//u1q2bFkoxSoxMTHavXu3Ll68qCtXrigjI0PlypVTtWrV1KBBA9133302r+zRqVMnbd++3WhnvY1+/vx5/frrrzp37pzS0tJUvXp1NW7cWC1btizQcyppEhIStGvXLkVEROjKlStKTEyUt7e3KlWqpPvvv18NGjSQl5dXvse/efOmQkJCFB4ertjYWPn6+qpBgwZ66KGH5OHhUYBnUnAc/b2cnxgAAAAAAAAAAAAAIBu1a9dW7dq1C3zcmjVrqmbNmgU+rqNVr15d/fr1K7L5KleurH/+859FMletWrXUv3//IpmrJPH09FTnzp0LbXwvL68iew+UFGw3AwAAAAAAAAAAAAAAUAqwkggAAAAAAAAAoPRJTZJuRBfNXOVqSi78Oh4AAACOx0+lAAAAAAAAAIDSIyVB+mGUdGKDlJZUNHO+/JdUwb9o5gIAAAByQZEIAAAAAAAAAKD0+GGUdGSVo7MAAAAAHMLZ0QkAAAAAAAAAAFAkUpNurSACAAAAlFIUiQAAAAAAAAAASocb0UW3xQwAAABQDFEkAgAAAAAAAAAAAAAAUAq4OjoBAAAAAAAAAAAAAAAcadu2bY5OASgSFIkAAAAAAAAAADDkJ6lcjcIZu1zNwhkXAAAAsBNFIgAAAAAAAAAAlKshVfB3dBYAAABAoXJ2dAIAAAAAAAAAAAAAAAAofBSJAAAAAAAAAAAAAAAAlAIUiQAAAAAAAAAAAAAAAJQCFIkAAAAAAAAAAAAAAACUAhSJAAAAAAAAAAAAAAAAlAIUiQAAAAAAAAAAAAAAAJQCFIkAAAAAAAAAAAAAAACUAhSJAAAAAAAAAAAAAAAAlAKujk4AAAAAAAAAAIBspSZJN6ILbrzrFwpuLAAAAOAuRJEIAAAAAAAAAKB4SUmQfhglndggpSU5OhsAAACgxKBIBAAAAAAAAABQvPwwSjqyytFZAAAAACWOs6MTAAAAAAAAAADAkJp0awURAAAAAAWOIhEAAAAAAAAAQPFxI7rot5hx9ZC8qxbtnAAAAIADUCQCAAAAAAAAACjd7u8huXk4OgsAAACg0Lk6OgEAAAAAAAAAABzC1eNWgUjPOY7OBAAAACgSFIkAAAAAAAAAAO4OQ36SytUouPG8q7KCCAAAAEoVtpsB7jJhYWFycnIyHoMHD3Z0SgAK0JQpU0yf8W3btuUanzm2U6dORZLj3YSvmQAAAABQwpSrIVXwL7gHBSIAAAAoZSgSAQAAAAAAAAAAAAAAKAXYbgYAAAAAAAAAAAAo4SwWi8LCwnTo0CGdP39ecXFxKlOmjCpUqKD77rtPrVq1kocHKywBQEnHSiIA7lhp385h4cKFpvNfuHCho1MCgByV9q/ZtggICDBen4CAAEenAwAAAAAAkG+xsbFasGCB+vfvrypVqqhu3brq2bOnRo0apQkTJmjs2LEaOnSoOnTooHLlyql3797avn27o9MGABQiikQAAAAAAAAAAACAEmbUqFGqVq2annvuOf33v//V5cuXc41PTU3VmjVr1KlTJwUHB+v69etFlCkAoCix3QwAAAAAAAAAAABQwuzevVspKSlWx11cXFS9enVVrVpVqampCg8P17Vr10wxixcv1vHjx7V161Z5e3sXVcoAgCLASiIAAAAAAAAAAABACVa+fHm9+OKLWr9+vWJjYxUREaF9+/bp4MGDunLlikJCQvTwww+b+uzZs4etigGgBKJIBAAAAAAAAAAAACiBAgIC9NVXX+nChQuaM2eOevToIR8fH1OMi4uLOnXqpJCQEA0fPtz03MqVKxUSElKUKQMAChlFIgAAAAAAAAAAAEAJM3XqVJ04cUJDhw5V2bJl84x3cXHRf/7zH7Vs2dJ0/KuvviqsFAEADuDq6AQAFK0bN27oyJEjOn78uK5cuaLExET5+vqqUqVKat68uf72t785OkWTuLg4/fbbb4qKilJMTIw8PDxUuXJlNWvWTA0bNryjsePj43XgwAGdOHFCcXFxSk5OlqenpypUqKCAgAA1bNhQVatWLaAzKRoZGRnas2ePTp06pUuXLik9PV1VqlRRnTp19OCDD8rNzc3RKdqsMK99dg4fPqxjx44pKipKN27cUNWqVTVo0KBcX7Pz58/ryJEjCg0NNfbsrFixomrWrKl27dqpQoUKBZ5ncXLixAn99ddfunz5sq5evWpcowYNGqhp06Zyd3fP17jnzp3Tnj17FB0drWvXrqlixYqqVq2a2rdvr8qVKxfwWdw6j927d+vChQtycXFRlSpV1Lp1azVo0KBAxv/zzz919OhRXbp0SUlJSapSpYr8/Pz00EMP2fSfc3vt27dPp0+fVlRUlJKSkuTv76+nn366wOcpaMnJyfr11191/vx5RUVFycXFRa1atVLHjh1z7JOamqoTJ07o6NGjunjxouLj4+Xl5aWKFSuqfv36at68uVxdi8+PuykpKdq1a5fCwsIUExOjjIwMVa5cWffdd5/atm0rFxcXR6cIAAAAAABKkMcee8zuPi4uLho/frz69etnHNu0aVNBpgUAcDQLUMwdPnzYIsl4HD582NEpOVRoaKjp9QgODs6zz4kTJyxTpkyxtG3b1uLq6mrqn/VRrVo1y9SpUy1Xr17Nc1x/f/9cx8rpsWDBgjzH/vHHHy0dOnTINd/atWtbPvnkE0tSUpINr9z/2b9/v6V3794Wd3f3PHOtU6eOZfTo0ZYjR46Yxsh6Hex5hIaG2pWvLaKjoy2jRo2y3HPPPTnO6+PjYxk0aJAlLCwsz/EaNWpk6nv69Gm7c7px44bF29vbGKNixYqW5OTkPPsVxrUPCQkx9Z88ebLFYrFYUlNTLbNnz7Y639uP2NhY0zipqamWjRs3WoYOHZrn+9/JycnSrl07y+rVqy0ZGRk2v26TJ082jRMSEpJrfObYjh072jxPfsXExFjGjx9v8fPzy/X8vby8LL169bKsX7/epvNPT0+3zJ8/39K4ceMcx3R2dra0bdvW8uOPP9qcb25fMzdt2mRp2bJljvM1aNDArrkyu379umXChAmWGjVq5Di+h4eHpVevXpZDhw7ZPO6CBQuy/XqakJBgmTZtmqVOnTpW8/j6+loslsL9mm2L4ODgbL8WRkREWIYPH24pX7681dw9e/a0GicmJsYyZ84cS/fu3U1fY3J6Hw4dOtRy6tQpu/Oz9WHL9+FDhw5ZnnzyyVzzLV++vGX06NGW6Ohoe19aAAAAwPFSEi2Wq2EF9wj7zWKZXC77x9W8f68Bx+F3uUUjNTXVcvToUdMjNTXV0WmhBImKirL63cXNmzcdnRYAlBiO/l5efP60EkChWLdunR5//HGb4y9evKjJkydr3rx5Wr16tVq1alWI2Vm7dOmS+vfvr23btuUZe+7cOb366qv6/PPPtWHDBtWrVy/PPu+9954mTJigjIwMm/IJDQ3VZ599Jl9fX02fPt2mPkXtv//9r55//nnFx8fnGhcfH6/Fixfru+++08cff6xRo0blGBscHKzx48cb7cWLF2vq1Kl25bVy5UrduHHDaA8YMCDXlSUK+9pnFRsbq6CgIO3cudPmPgMGDNDKlSttirVYLPr999/Vu3dv9enTR4sXL5aXl5fdeRYnX3zxhcaOHWu6rjm5efOm1qxZozVr1ig0NFQBAQE5xkZGRiooKEh//PFHrmNmZGRo165dCgoKUvfu3fXdd99Z7Z9qq/Hjx+vDDz/MNebYsWMKCgrStGnTNHHiRJvH3r59u/r166dLly7lGpeUlKQ1a9Zo7dq1ev311/XOO+/YPEdm4eHh6tGjh44ePZqv/o60ZcsW9e3b11iJJy+xsbGqXr260tLSbIq/efOm5s+fr6VLl+rzzz/X4MGD7yBb+6WlpWnMmDH6z3/+k+f3nbi4OH322WdatGiRli1blq+/9AEAAACKXEqC9MMo6cQGKS3J0dkAAApIdiskX7t2TZ6eng7IBgBQ0CgSAUq4pCTr/6CXLVtWfn5+8vHxkZOTk65cuaLw8HDTDazIyEh16tRJ+/btK7AtF/Jy6tQpdevWTaGhoabjTk5O8vf3V6VKlZScnKzQ0FDTTeqTJ0+qXbt22rlzZ67b5cyfP19vvvmm1XEfHx8FBATIy8tLiYmJunr1qs6fPy+LxVJwJ1dIvvzyS73wwgtWNx+9vb3l7+8vNzc3hYWFKS4uznguOTlZo0eP1pUrVzRp0qRsxx04cKDefPNNpaenS5KWLl2qKVOmyMnJyebcFi1aZGoHBwfnGFvY1z6rtLQ0qwKRChUqyM/PT9Ktm+7Z3bTO7vNUuXJlVa5cWT4+PkpKSlJkZKQuX75silm1apWuXbumzZs3y9nZ2eY8i5NXXnlFs2bNsjru4uKi2rVrq1KlSkpKStLFixcVExNj87ihoaHq1KmTzp07Zzru7OysgIAAVaxYUTExMQoPDzc9v3HjRgUGBurnn3+2e1ufN954w1Qg4uPjo9q1a6ts2bIKDw+3yn/SpElq1KiR+vTpk+fY69evV9++fa3eKx4eHgoICJCnp6ciIiJMc6Snp2vGjBm6ePGi5s+fb9e5XL9+XV27dtXJkyeNY1WqVFHNmjWVnJxs9boVJwcOHNDAgQOVkJBgHPP391flypUVGxtr9Z6Qbr1WWQtEbr8HfX19VaZMGV27dk2hoaFKTk42YpKTkzVkyBA5Oztr0KBBhXdSmSQkJKhPnz7ZLsdarVo1VatWTc7Ozjp//rypoCg+Pl49e/bUsmXL9OSTTxZJrgAAAEC+/TBKOrLK0VkAAApYZGSk1bF77rnHAZkAAAoDRSJAKeDi4qJHH31UQUFB6ty5s+rWrWt1ozo+Pl4//vijpk2bZtxsTEhI0NNPP60//vgj2+KAb775RomJiYqOjtbAgQON4127dtW4ceNyzKdRo0ZWxxISEtSzZ09TkUCdOnX0xhtv6MknnzTdBE5LS9OWLVs0YcIEY+WBmJgY9e/fX7t27VKZMmWsxk9OTjatjCFJTzzxhN588001b97c6vzi4+O1d+9ebdiwQUuXLrUar1q1avr5558lSZs3bzbdcB43bpy6du2a4/lXq1Ytx+fs8ccff2jUqFGmApHatWvro48+UlBQkPE6pKena8uWLXrttdd05MgRI3by5Mlq1aqVunfvbjV29erV9Y9//EM//fSTJOns2bPauXOnHn74YZtyi4iIMK0IUr9+fbVu3Trb2MK+9tn56quvFB0dLUnq0qWLpk6dqrZt2xqfC4vFoq1bt6ps2bJWfStVqqR+/frpscceU+vWrVWpUiWrmNOnT+vrr7/WzJkzjWKBrVu3atasWRozZoxNORYns2bNsioQqVu3riZNmqSgoCCrIo2IiAht2rRJy5Yt0//+978cx01LS9NTTz1lKgZwdXXV2LFj9dJLL6lGjRrG8TNnzui9997TV199ZRzbv3+/Ro4cqeXLl9t8Ljt27DDea23atNHbb7+twMBAubre+pHIYrFo+/btGjlypI4fP270+9e//qWgoCAjLjsREREaOHCgqUDknnvu0XvvvacBAwbI29vbOP77779r/PjxpkKlr7/+Wq1atdILL7xg8/nMmDHDeC/3799fb731lpo0aWI8n5qaqi1btkgq2K/ZBWHkyJFKSEiQh4eHxo4dqxdeeEE1a9Y0no+Li9Nff/2Vbd+WLVuqT58+6tatmxo1amT12U9LS9P27dv14Ycfmoo0Ro0apcDAQKMgLLPx48cbr8vAgQON17Vq1arZfh+4LfP7NOv5ZZ7b29tbY8aM0ZAhQ1SnTh1T7MGDBzV9+nStWLFC0q2v20OHDlWzZs1077335jg3AAAA4FCpSbdWEAEAlDi//PKLqe3v75/rKtEAgLtMkW1sA+QT+1iahYaGml6P4ODgXOPPnj1rCQuzfa/WxMRES48ePUxzbNiwoUBzys4LL7xgGuPxxx+3xMfH59onKSnJ0rt3b1O/Tz75JNvY9evXm+IGDRpkc27JycmWM2fO5Pj8ggULTGMvWLDA5rHzKyMjw/LAAw+Y5m3atKklNjY2xz5JSUmWzp07m/pUr17dkpCQkG38smXLTLFDhw61Ob933nnH1Pfdd9/NMbawr73FYrGEhIRY7aEpyfLKK6/YfE4Wi8Xy22+/WRITE22OP3DggKVixYrGfDVr1sxzT7nJkyebcgwJCck1PnNsx44dbc7NVocOHbK4ubmZ5unbt68lKSnJpv779u2zxMXFZfvcRx99ZBrX3d3dsnHjxlzHmzdvntV1XL16dY7xWb8+3X4MHjzYkpaWlmO/S5cuWWrUqGHqs2bNmlxz++c//2mK9/Pzy/Xrb3p6uuXZZ5819fH09LRERkbm2Cfr15vbj08//TTX3DIriK/Z+REcHGyVt7e3t+WXX36xeYyEhATL77//bte806ZNM805fvz4PPv4+/sb8f7+/nbNZ7FYLMuXLzfNWa9ePcvp06fz7PfBBx+Y+gUFBdk9NwAAAFBkroZZLJPLFe3j7SoWS4rt/y9H0eN3uUUjNTXVcvToUdMjr985Afbo0KGD6bM8cuRIR6cEACWKo7+X351r3gOwWZ06deTv729zvIeHh5YsWSJfX1/j2IIFCwojNUNERIRpdYAmTZro+++/N/3VfXbKlCmjpUuXKiAgwDg2a9YsY4uUzDJvxSBJL774os35ubu7q27dujbHF4Wff/5Zhw4dMtqenp768ccfVb58+Rz7lClTRqtWrTKtZBIVFaVvv/022/hevXqZ3gcrVqzIdruV7CxevNj4t7Ozs2nVgsyK4trn5MEHH9Qnn3xic7wktWvXTh4eHjbH//3vf9cHH3xgtCMjI7V582a75nS0GTNmKDU11Wg/9NBD+u6772xetaVFixam99Ft6enpVquTzJgxQ48++miu4w0bNsxqpY2PP/7Yplxua9mypebNmycXF5ccYypXrqyJEyeajm3cuDHH+BMnTmj9+vVG29nZWStWrMj166+zs7O+/vprPfDAA8axhIQEzZ0715bTMAwYMEAvv/yyXX2Ki48++kgPPfSQzfFly5ZV27Zt7Zpj4sSJplWQFi5caFd/e1ksFk2ZMsVoe3p6atOmTapXr16efceNG2faYmbt2rVW378AAACAUu3+HpKb7f8vB5CN9DQpNpxHUTzS0/K+HsXQhg0btGPHDtOxwYMHOyYZAEChYLuZUiYpKUm//fabjh8/rtjYWLm7u6tWrVpq06ZNsbsJDsepWLGiunfvbmzh8NtvvxXqfHPmzFFa2v/9wPzhhx/afAPa09NTY8aMMW6QhoeHa9++fWrTpo0pLjEx0dR2c3O7w6wdK3NhhSSNGTNGtWvXzrOfr6+vpkyZYrrJPm/ePA0dOtQq1sPDQ/369dOXX34pSbp27ZrWrFmjAQMG5DrH7t27deLECaP9yCOPqFatWtnGFsW1z8m0adOy3UapoA0YMEAjRowwClh+++039ejRo9DnLQhRUVH673//a7RvFzVk3a4qPzZt2qSIiAij7e/vb3OhwzvvvKPFixcrISFBkrRz504dO3ZMDRo0sKn/tGnTbPoa0K9fP40cOdJo397iKDvz58+XxWIx2k899VSOWyxl5urqqg8//NBUHPPll1/a9f58++23bYorbmrXrq1hw4YVyVzPPPOMsUzqpUuXdPr06ULbxmXTpk2mrYpefvllmwpEbvv3v/+t77//XtKtgpPVq1fr9ddfL/A8AQAAgLuKq8etApGecxydCXD3ux4pzWqSdxzu3Mt/SRVs/wPO4uDq1asaMWKE6VivXr1s+j0XAODuQZGIA0yZMkVTp07Nd//g4GC7/wo2JiZGU6dO1cKFC3Xz5s1sY1q0aKGJEyeqZ8+e+c4NJUedOnWMf0dGRiomJkaVK1culLk2bPi//WurVaumLl262NW/a9eupvYvv/xiVShQo0YNU3vp0qVq3ry5nZkWH1kruYcMGWJz36eeekpjxowxCmf279+vhIQEeXp6WsUGBwcbRSKStGjRojyLRDKvInJ7jJwUxbXPTtWqVdW5c2e75sovLy8vValSRVFRUZKkAwcOFMm8BWHr1q2m1Vm6d++u++67r0DG3r59u6k9aNAgubra9mNJxYoV1atXL9MqODt27LCpSMTX11fdunWzeZ7atWvr3LlzkmQqaskq6/k899xzNs0hSf/4xz9Uq1YtnT9/XpIUHR2tkydP6v7778+zb6tWrQqt2KGw9e/fv0AKjmyR+XuadOtzWFivW+ava5L07LPP2tW/SZMmqlatmi5evCjp1tc1ikQAAABw1xnyk1SuRt5xtvKuygoiAFDIMjIyNHDgQON3VNKt36XNnj3bgVkBAAoDRSKlwLZt2/Tkk0/q8uXLucbt379fvXr10qBBg/Tll1/K3d29iDJEUYmLi9PKlSu1c+dOHTx4UFFRUbp+/brx1/i5uXz5cqEUicTGxurw4cNGu3nz5nbfNMy6gsaxY8esYjp37iwXFxfjhvfMmTOVlJSksWPH3nWr6ISFhSk6Otpo+/v72/VX6uXKlVPLli2Nv6pPT0/X3r171bFjR6vY9u3b67777tOpU6ck3drm5uLFi6YtazJLSUkxVqCRJB8fH/Xu3Tvb2KK69tlp2bLlHa8icuTIEa1YsUJ//PGHjh49qtjYWF2/ft20NUt28vpaXJzcfo/cVpAroOzevdvUtrdo55FHHjEViezatcvqrxyyY+/7rEqVKkaRyLVr17KNSU5O1p9//mm03dzc7NpCxdnZWYGBgVqyZIlxbNeuXTYVidzNf8Vxp7mnpqbqp59+0ubNm3Xw4EGdPXtW169f140bN0yrumSnMD+HmT83Xl5eql+/vt1j+Pn5GUUitn5dAwAAAIqVcjXuur+et1dyerIuJ9r+f4uqnlXl6syv4wEUX+PGjbPabvmLL76Qn5+fgzICABQWfiot4Xbu3KkePXpYbbVRvnx51alTR7GxsYqIiDD9pfjixYt148YNrVixoki2YkDhu3nzpqZOnarZs2crOTk5X2PExcUVcFa3nDhxwnQzb8OGDXf8vrt69arVMT8/Pz333HOmVTHmzp2ruXPnqkWLFurSpYs6dOigtm3bqmLFinc0f2ELDw83tZs0sX95yKZNm5puZN6+CZ6dQYMGaeLEiZJuFZR88803eu2117KNXbdunen1f/LJJ7NdoUQqumufnayrCtjj0KFDGj16tNVqLrYqrM9SYThz5oyp3bJlywIb+07fx/8fe3ce31SV/3/8nTbdS1tqS4CyKkoBERTUARWpLIo4oj9AYUZFRB2EmUFnkBH4iqLOCC7jMiPihoC4b4MCgiAwCAiKCCo7CAhSSgt0T9Omye+PDpGUpk3aJDdtX8/Ho48H596zfNLcnNDcT87p1q2bW7m6a/h0zZo182mcuLg4178rv5eecvToUZWWlrrK6enpPidaduvWzS1JxNvHU5dr2Wi1jd3pdGrOnDmaMmWKjh07Vqs+Avk6PD2po6ioqM6rpXg7rwEAAAAIDqvdqmnrpmnVoVWylXv/OdvSoUuVFp8WwMgAoPaef/55/fOf/3Q7NmnSJN18880GOtXuwQAAIABJREFURQQACCSSRELAU089dcbNrupU3jbDk5MnT+rmm292u6nVtm1bPffcc7r++utdN2MPHz6sxx57TC+99JKr3kcffaRnnnlGf/nLX7yOC6EpJydHV111lX744Yc69VPb5JKaHD9+3O99evq2//PPP6+jR4/q008/dTv+7bff6ttvv9XMmTNlMpnUrVs3DRo0SL///e/VpUsXv8dXVydPnnQrp6Sk+NxH5TaV+zzdrbfeqmnTprkSOubPn+8xSWTevHlu5eq2mgnmc19ZQkJCrfpftGiRhg4d6pYQ4KtAvZYCofLNaV8TLKpz+jUXFhbmc3KWL9fw6aKj/b88cbBfk6er7bUcCmoTu8Ph0KhRo7RgwYI6jR2o12FRUZHf+/Z2XgMAAAAQHNPWTdPSA0uNDgMA/Oatt97Svffe63bs9ttv14wZMwyKCAAQaCSJhIAePXqob9++fu/3ySef1JEjR1zl9u3ba+3atWckmbRq1UqzZ89WmzZtNHXqVNfxRx55RKNHj1bTpk39HhuCZ/jw4WckiLRu3VoZGRnq3LmzWrVqpfj4eMXExLh923n+/Plu32oPlEB8m9vhcFR5PDo6WgsXLtQ777yjJ554wm17iFOcTqe2bNmiLVu26PHHH9fgwYP17LPPqkOHDn6Ps7YKCwvdyqevdOCtym0KCgo81m3btq369u2rVatWSZK+//57bdmyRd27d3erl5OT47YcYfv27XXFFVd47DeYz31lERERPve9e/duDRs2zC1BxGQy6ZJLLlHv3r119tlnq3nz5oqOjj4jEeGWW25x2yKovqh8XcTHx/ut79OvY0+rzVTHl2s40IL9mjxdba7lUFGb2B999NEzEkQSEhLUt29f9ejRQ61bt1ZSUpKio6Pd+t+6dasmTpxY55hrEoh5raatcwAAAAAEj63cplWHVhkdBgD4zaJFizRq1Ci3zx/+3//7f3r11VdZaR4AGjCSRBqo7Oxs/etf/3I79sorr1S7CsnkyZO1bNky1xYKeXl5euqpp/T3v/89oLEicD755BOtXr3aVW7SpIlefPFFjRw5ssbl77/44osAR1eh8s3hjIwMTZkypU59VpfYZDKZNHLkSI0cOVLbt2/X8uXLtXr1aq1du1Y5OWfuI7t48WKtWbNGixcvrjbhIZgq36gvKiryuY/KbZo0aVJt/VGjRrmSRKSKJKLKSSJvvfWWysrKXOXbbrut2j8kgv3c19UDDzzgtkLAJZdconnz5ik9Pb3GtvX1D6rK10VhYWGtVsmoSnx8vGuFhOLiYp/b+3oNB5IRr8nGKCsrSzNnznQ7NnnyZE2ZMqXGBKbTt9ULpMrzWnJyst59992gjA0AAAAg8HKsOT5tMQOEpIQ0acL3RkfROCSE9hZTq1at0vDhw2W3213HBgwYoLffflvh4eEGRgYACDSSRBqod955x+2bzX369FG/fv2qbWMymfTQQw+51ZszZ44ee+yxenuDs7F755133MovvfSSRo4c6VXbyttMBErlG87R0dHq379/UMbu3LmzOnfurAkTJsjpdGrnzp36/PPP9cEHH2jt2rWuegUFBRo2bJj27dvn15UUaqtyIkRttm2pnBBTU3LF0KFDNX78eNeN7LfeektPPPGEzOZf30bmz5/v+rfJZNJtt91WbZ9GPve+Kiws1OLFi11li8WipUuXep2U4u3WIaGm8hYwx44dU7t27fzSd9OmTV1JIg6HQydPnvQpycfXaziQjHhNNkYLFy5020Lv7rvv1j/+8Q+v2gbrPS0pKUlms9n14YrVag3ZeQ0AAAAA0EiFm6WmbY2OAgbbuHGjrr/+epWUlLiO9e7dWx9//LEiIyMNjAwAEAzVLyWAemvhwoVu5TFjxnjVLiMjQ+3bt3eVjx49qg0bNvg1NgTP6c/dWWedpZtuusnrttu2bQtESGc4/XqTpL179wZl3MpMJpM6deqkCRMm6Msvv9SaNWvckhiOHTsWlO13vNG2rfsfcVu3bvW5j8ptKvdZWXx8vIYOHeoqZ2VladmyZa7ytm3b9O2337rKl19+uc4+++xq+wyV594bmzdvdttmZuTIkV7fxN+7d6/bCiT1ybnnnutW3rRpk9/6rut17Os1HEgtWrRw++N5586dbteLN0Lp8YSqyv8fGTdunNdtg/WeZjKZ3J47q9XqtvUfAAAAAACA0b7//nsNGjTI7YvGF154oZYsWVKrbZQBAPUPSSINUGFhoWvLmFMGDhzoVVuTyXTGN14XLVrkt9gQXFlZWa5/d+jQwesl4vLz891u+Nek8tY1p+9fWJNWrVqpQ4cOrvKePXt06NAhr9sHyhVXXKEZM2a4HTt9dZHT1eXx10a7du1ksVhc5YMHD+qnn37yun1BQYHbzX6z2ayePXvW2G7UqFFu5dNXDjn931XVrUqoPvdVOf21JEkdO3b0uu3KlSv9HU7QVN5iacmSJX7r+ze/+Y1b2dffU+X6lfsLpsjISF144YWucmlpqcf5oipOp9NtazApsI8n2HOWvwTzdXj678jX309GRkadxgYAAABQP827Zp6WDl3q8ccSa6m5EwAIsF27dmnAgAFuKx936tRJy5YtU2JiooGRAQCCiSSRBmjbtm0qKytzldu3b6/mzZt73f6yyy5zK2/ZssVvsSG4Tr+x5cu32ufMmeO2zFxNKmcXFxcXe91Wkq655hq38r///W+f2gdK5ddC5e0gTqnr46+NK6+80q08d+5cr9u+/fbbbls29OzZU7GxsTW2y8jIcPuG/CeffKLc3Fw5HA4tWLDAdTwmJkbDhw/3KpZQfe4rq3yT2NvXk9Pp1IsvvhiIkIKiX79+blsKffbZZ9qzZ49f+q58DS9YsMBt/9PqnDx5Uh9//LHbsT59+vglrtqqy2ty+fLlbglSLVq00Hnnneev0M5gxJzlD7V9HW7ZskVfffWVT2Od/jtqKO9pAAAAAALLEmdRWnyaxx9zGDu/AzDWwYMH1b9/fx07dsx1rH379lq+fLlSU1MNjAwAEGwkiYQIm82mHTt2aO3atdq4caP27t1b65s2O3bscCt37tzZp/aV61fuD/XH6clB27ZtU25ubo1tfvnlF02fPt2ncRISEtxWKdm/f79P7e+77z63G9H/+te/tHnzZp/6CITKSSGethdJTk52K/v6+GvjzjvvdCv/85//1OHDh2tsl5+fr4cfftjt2F133eXVmCaTSbfeequrXFJSovfee08rVqxw207hxhtvVEJCgld9hupzX1nlRDtvV4l48cUX63WincVi0YgRI1xlh8OhMWPGyOFw1LnvgQMHqk2bNq7y/v37vb6Z/uCDD7q9R15xxRVKT0+vc0x1MWbMGJlMJlf5zTff9GpFpvLyck2aNMntWOXXt7/Vdc42Sm1eh+Xl5T5tS3PK6fP68ePHVVBQ4HXbG264wW2VpI0bN9brZDEAAACEmLIS6eTB0PjJD/2tFe2lpco7luW3n8KcHMUXh1f5U5iTU21bR3m50b8OAI1YZmam+vXr5/YZclpamr744gulpaUZGBkAwAikL4eA8ePH66effjpj5Qaz2awePXpo0KBBGjdunNeZnLt27XIrt27d2qd4Ktc/ePCgSkpKFB0d7VM/MF7v3r1dN/9KS0s1efLkam9UZWdn67rrrvMqmeR0EREROu+881wJRVu2bNG+fft0zjnneNX+7LPP1pgxY/TSSy9JkqxWq6677jp9+OGH6tWrl9dxrFy5Uu+8845efvnlM849+OCD6tixo0aMGOGWlOCJ0+nU008/7XasR48eVdbt0qWLW/mTTz7R448/roiICK9j91X//v11wQUX6Pvvv5ckFRUVaciQIVq5cqXHZQFLS0s1fPhwZWZmuo61aNFCv/vd77we97bbbtNjjz3mKs+fP99tdRHJu61mTgnGc+8PPXr0UGRkpGvlgo8++kjr169X7969PbZZtGiR/vKXvwQknmCaPHmy3n//fdlsNknSl19+qREjRuiNN95QVFRUje03bdqkc88994zrMjw8XBMmTNBf//pX17EHHnhAXbt2Vb9+/Tz2N2fOHM2aNcvt2Ol9GOW8887Tddddp08//VRSRULN0KFDtXbtWrVq1arKNk6nU3feeae2bt3qOhYXF6exY8cGNNa6ztlG6d27t15//XVX+cEHH1RGRoZiYmKqrF9eXq477rjD51VEpIp5/dTWfU6nUx9++KFuv/12r9qGh4fr0Ucf1ciRI13HJkyYILPZ7HVSniTt3r1bTz31lB566CE+rAEAAIBUWiwtHC/tWiLZvV/9tbEqs5Vo2YvPad+mjbKXeb+6rjeGqeq/8Ratnlptuzv/9ZoSm7HlDIDgO3HihAYMGKB9+/a5jqWmpmr58uVq3769gZEBAIzCSiIhYPv27VVu7WG327Vx40Y9/PDDatu2raZNm6ZyLzLOT18qTJLHm1OeWCwWt5voDodDx48f96mP6mLbtm2bTz979+71y9iN0W233eZWnj17tkaNGqWDBw+6HS8oKNBrr72mCy64wLXqQadOnXwaa+DAga5/l5eXq0+fPpo+fbo+/vhjLV++XCtWrHD9nJ6kcMozzzyjCy+80FXOzMxUnz59NHr0aG3YsKHKbSgKCwu1du1aTZ06Venp6erXr58+//zzKuP74YcfdOuttyotLU333HOPli5dWuV17XA4tHbtWg0cOFD/+c9/XMdjY2M9JlM0a9ZM3bp1c5X37NmjXr166bnnntOiRYvcHvuKFSt82srHE5PJpNdff90tEWXz5s3q3r27PvzwQ7dtGBwOh5YvX66ePXue8fuZM2eOTwlg5557rltixLp16/Thhx+6ymlpaerfv79PjyXQz70/xMXFaejQoa5yeXm5Bg0apJdffvmM53PPnj0aN26chgwZIpvNpmbNmumss84KWGyB1rlzZz311FNux95//3116dJF8+bNc9u/9JTDhw/r1VdfVUZGhi6++OIq60gVN84vvfRSV9lms2nQoEGaOnXqGfPETz/9pD/84Q+688473bYdufnmmzVkyJC6PES/mTVrlpKSklzlgwcP6sILL9ScOXNUVFTkVnfDhg3q27fvGdvSPPXUU2rZsmXAY63rnG2EG2+8UU2aNHGVN2/erIyMDG3cuNGtnt1u17Jly3TppZdq/vz5kur2niZJ99xzj/70pz/p7bff1rJly9x+P9u3bz+j/YgRI/SHP/zBVS4rK9Pdd9+tfv36adGiRWdcD6fqbN26Vc8++6xrdZxXXnnFbQtBAAAANGILx0vbPiJBxEvLXnxOu7760u8JIgBQ3xQUFOiaa67Rtm3bXMeSkpL0+eef+/x5CQCg4WAlkXrCarXq0Ucf1ZdffqlPP/1U8fHxHusWFha6lePi4nway2QyKSYmxm1p9cp91tasWbN83soEtTdw4EBde+21WrJkievY/PnzNX/+fJ199tlKTU1Vbm6u9u/f75ZU8Lvf/U7nnnuuT8/VuHHj9NJLL7lumB85cuSMbU1Oef3118/4RnZMTIw++eQTXXvttfrhhx8kVdzomzt3rubOnau4uDi1bt1aiYmJKi4u1smTJ/XLL7+43Sz2xrFjxzR79mzNnj1bUsVKGikpKYqLi1NRUZH2799f5fX+9NNPV/tN7r/+9a9uSTnffvutx60m9u/fr3bt2vkUd1UuuugivfDCCxo7dqxr+48DBw5o2LBhatKkidq1a6fw8HAdPHiwypv006dP1zXXXOPzuKNGjdL69etd5VMrTEjSLbfcorAw3/IPg/Xc19Wjjz6qxYsXKz8/X1LF1j1/+MMfNGHCBJ133nmKiopSZmam25KN4eHhmjt3ru655x6/JdsZ4Y9//KN++uknPfPMM65j+/bt0+23367w8HC1bdtWZ511lmw2mzIzM5Wdne1Vv+Hh4XrrrbeUkZGhn3/+WVLFjfJ//OMfmjFjhtq3b6/k5GRlZ2frwIEDZ7S/6KKLQmobj1atWmnBggUaOnSo63WRk5OjMWPG6I9//KPat2+vmJgYHTp06IyETkm64447Ar6KyCl1nbONcNZZZ+nBBx90255n48aN+s1vfiOLxaI2bdqopKREBw8edL1OJSk9PV0zZszwKZnouuuuU8eOHV2rs5WUlOjf//53lVsijRo16oxkH6li+6yTJ0/qvffecx1buXKlVq5cKbPZrLZt2yo5OVl2u125ubn65Zdf3N6LAQAAAJeykooVROAVe2mp9m3aWHNFAGgErr/+en3zzTdux/7yl78oJydHK1as8KmvHj16eNySHQBQv5AkYhCTyaRevXpp8ODBuuSSS9SpUyclJycrLCxMx48f1+bNm7Vo0SLNmzfP7Vvqq1ev1ogRI7Rw4UKFh4dX2XflG9y12SYmUEkiCL4333xTV199tb7++mu34z/99JN++umnM+qPGDFCr7/+uv7xj3/4NM55552nN954Q6NHj6719dKqVSt99dVXGjt2rN588023JICioiLt3Lmzxj7atGnj05iZmZnVfks+JiZGzzzzjNs3wqty66236scff9STTz4Z1OSFu+66S4mJibrzzjvdXrMFBQWuhIvKoqKi9PTTT2v8+PG1GvOmm27ShAkTqlwRxZetZk5nxHPvq3POOUfvv/++hg4d6naNl5SUuLb9OV10dLTmzp2rQYMGBTSuYPnnP/+pDh066P7771dxcbHreHl5ucf5xBtnn3221q1bpyFDhmjz5s2u4w6HQ/v27XNbBvN0gwYN0rvvvuu2skQoGDx4sJYtW6abbrrJLRHEarVWueKEVJEsM2nSJJ/n3brwx5xthPvvv1/79u1zbVF1SlZWlrKyss6o37VrVy1ZssTnVcnMZrM+/PBDDRkyxOM1WJOIiAi9++676tGjhx5++GFZrVbXObvdXu31fUpKSorH7XQAAADQiBRm1a8VRMzRUrxx26oU5Z5kBREA+J/Vq1efcWzatGm16mvVqlXq27dv3QICAIQEtpsxwMCBA7Vz506tW7dOU6ZMUf/+/ZWWlqaYmBhFRUWpZcuWuu666zR79mzt2bNHl112mVv7xYsXa9asWR77r3zjNjIy0ucYo6Ki3Mqn39hA/ZKUlKQ1a9bowQcfVGJiosd6Xbp00VtvvaW33367VteMJA0bNky7d+/WjBkzdPXVV6t169aKj4+XyWTyuo+4uDi98cYb2rJli0aOHOm2dYMn6enpmjBhgtavX681a9ZUWeeVV17RnDlzNHToUFksNX9QkZycrLFjx2rHjh01JoicMnPmTG3ZskUTJ07U5ZdfrmbNmtUqSctXN910k/bu3avx48crOTnZY70mTZrotttu086dO2udICJVXFNVfSO/Z8+edVqiMFDPvT8NHDhQ33zzjX772996rGM2mzVs2DBt3bpVN998c8BjCqZx48Zp3759+vOf/1zj6ygpKUkjR47UF198UePKOa1atdI333yjV199VV26dPFYz2Qy6dJLL9XChQu1ZMmSkEsQOeXKK6/U3r17NWXKlGq3jomOjtYNN9yg7777LqgJIqf4Y842wuzZs10rYnnSrFkzPfroo/rmm2983nbvlC5duuj777/X66+/rmHDhum8885TYmKixyRdTyZNmqT9+/dr4sSJXiWzNW/eXLfccos++ugjHTlyxKv3LAAAACCkdLxWigj85yEAAAAAasfkDPZ6/fBZSUmJrrrqKn311VeuY82aNdP+/fsVGxt7Rv3Bgwe7bS/y4osv+rx8vcVicfsG9DfffKOePXvWInp3x44d83obglP27t2rG264wVX+8ccfq72JCM9KSkr01VdfaceOHTp58qQiIyPVsmVLXXzxxTrvvPOMDq9KDodDmzdv1u7du5WTk6P8/HzFxsYqKSlJ55xzjjp37qzU1FSf+92/f7927dqlgwcPKi8vT6WlpYqPj1dqaqq6du2qzp07y2yuf4stlZeX6+uvv9aePXt07NgxORwOpaam6uyzz1bv3r0VERFhdIheC9Rz7y+ZmZn68ssvdfjwYRUXFyshIUEdOnRQ7969vUpwqe+cTqe2bNmiHTt2KDs7WwUFBYqLi1Pz5s3VuXNnnX/++T7fTD/l559/1saNG5WVlaX8/Hw1bdpULVq0UO/evdWsWTM/P5LA27Jli7Zt26Zjx47JZrMpNTVVrVu31uWXX17l+zi8c+oa/Pbbb5WTkyOn06lmzZrp/PPPV8+ePWt9/QXa3r17tWXLFmVnZ+vkyZMym81KTExUmzZt1KlTJ79sRwYAAIAG5uRB6bkLjI6iZuboigSRIS9Ikcb9rZN3LEuv/mmMYeN7cue/XlNis4afBL5t2zadf/75rjKf5QaG3W7Xnj173I6de+659fLzTASWP78MxEoiAOA/Rr+XkyRST+zdu1edOnWS3W53Hfv444/dkidOufnmm/Xee++5ys8884zuvfden8ZLSEhw27pix44dSk9Pr0XkdccfFgAAAAAAAGi0qksSGb1USvC8gmFQxVtCYgWR6pJEbp4+U02SU2rd99Hio7r9s6q32p07aJ6axzb32LbJWSkKC9Fkdn/is9zgMPrGEgAAqBuj38v5H0M90aFDB11//fX66KOPXMc+//zzKpNE4uPj3cpFRUU+jeV0Os/YXqZynwAAAAAAAAAMltBSatrW6CjqjSbJKXVazaOw0K7C2PIqz8WnpCgxvuGvFAIAAID6L8zoAOC9fv36uZV37dpVZb3KS/EfPnzYp3GysrLcViwJCwtTSkrtM+wBAAAAAAAAAAAAAIDxWEmkHmndurVbOTs7u8p6HTt2dCv//PPPPo1TuX7btm0VHW38UpEAAAAAAAAAUFtHi4+qsNBec0UPsoqy/BgNAAAAYAySROqRiIgIt3JZWVmV9dLT093K27dv92mcHTt2VNsfAAAAAAAAANQ3t382yuN2MQAAAEBjwXYz9cjRo0fdyqmpqVXW69Kli1tCyYEDB5SZmen1OOvWrXMrd+/e3YcoAQAAAAAAAAAAAABAKCJJpB5Zu3atW7ny9jOnNGnSRH369HE7tnz5cq/GcDqdWrFihdux3/72tz5ECQAAAAAAAADGKHWUGh0CAAAAENJIEqkncnNz9eGHH7od69evn8f6119/vVv5tdde82qcVatWaf/+/a6yxWLRpZde6kOkAAAAAAAAAGCMEyUngj5mVHiUUmJSgj4uAAAAUBtmowOAdyZOnKjc3FxXOTIyUoMGDfJYf8SIEZoyZYqKiookSWvWrNHKlSt11VVXeWzjdDo1ffp0t2OjR49WWFho5RLl5+e7/S78ISEhwavHmZ+fL4fD4dexT4mPj5fZXPNLsrCwUHa7PSAxxMbGKjIyssZ6xcXFKi0NzLcyoqOjFR0dXWO9kpISlZSUBCSGyMhIxcbG1livtLRUxcXFAYnBbDYrPj6+xnp2u12FhYUBiSEsLEwJCQk11nM4HMrPzw9IDJKUlJTkVT1/zwunY46owBxRgTmiAnPEr5gjKjBHVGCOqMAc8SvmiArMERWYIyowR/yKOaICc0QFr+eIcqeKy/5XyMuTTP67RhvCHJGfny9raVkVLSR7cbnKneVexREeF+5VvfKicvVq00vWAqussnrVxlv1cY4I5LwNAAAA/yBJJMhmzJihAQMGqEePHl7Vt9vt+tvf/nbGSiBjx45VixYtPLZr1qyZ/vjHP2rmzJmuY3feeafWrl2rli1bVtnm8ccf15o1a1zlxMRE3X///V7FGUxvvPGGmjVr5tc+7733Xq8+HJozZ07APhy6/fbb1a5duxrrffDBBzpw4EBAYrjhhhvUvXv3Gut9/vnn2rJlS0Bi6Nu3r/r27VtjvQ0bNmj16tUBiaF79+664YYbaqy3fft2/ec//wlIDO3atdPtt99eY73Dhw9r7ty5AYkhKSlJ9957b4318vPz9eyzzwYkBkl6+OGHvaoXyBiYIyowR1RgjqjAHPEr5ogKzBEVmCMqMEf8ijmiAnNEBeaICswRv2KOqMAcUcHrOSLbof/s/F8ShHOOFONdwpM3GsIckZN7VLt376+ihZRZmq/SCO+SKSw3WmqsExUepcivI5VwNEHPbvL/XFEf54hjx44FJA4AAAD4D0kiQbZ06VJNnjxZvXv31k033aR+/fopPT39jGzsvLw8LVmyRE888cQZf/yec845mjZtWo1jTZo0SfPmzdPRo0clSfv371fv3r31/PPP67e//a1MJpOkij/qHnvsMb300ktu7adOnark5OS6PFwAAAAAAAAACAkD2w1UUqJ328L8dehfa6yTEpOix/c+XtewAAAAgKAiScQg69ev1/r16yVJUVFRatWqlRITExUeHq7jx4/rwIEDVS4R2Lx5c3322Wc666yzahwjOTlZ7777rq6++mrXMpgHDx7UkCFDlJSUpPbt2ys3N1c///yzysvdl1kcMmSIJk6c6IdHCgAAAAAAAISgcrtU+r8tUwqOSicP1tym4KhkDdAWRIXHqo4h/0hgxmuEYiNilRBZ81Y2kpQWnxbgaAAAAABjkCQSAmw2m/bt21djvWuvvVavv/66T1ut9OnTR4sXL9bw4cN14sQJ1/Hc3Fx99913Vbb53e9+pzlz5rhWGgEAAAAAAAAajPIyaedi6fgeyWGvOJb1ivStFx+VHrBX/ATCwXBpb0Rg+gYAAACA/wkzOoDGZurUqRo7dqy6dOmi8PDwGuvHx8dr+PDh+u9//6vFixf7lCByylVXXaXt27frnnvuUWxsrMd6F154oT788EO9+eabioqK8nkcAAAAAAAAIOTtXCxl7/g1QQQAAAAAGhFWEgmyAQMGaMCAAZKk4uJibd++XQcOHFBmZqYKCwvlcDiUlJSkpk2bqnPnzuratatXySQ1sVgsmjVrlp5++mmtX79eO3bsUG5uriIjI5WWlqZLL71UHTp0qPM4AAAAAAAAQMgqt1esIAIAAAD3CR1zAAAgAElEQVQAjZTJ6XQ6jQ4CqM62bdt0/vnnu8rr169Xp06d/DpGQkKCwsJqXlgnPz9fDofDr2OfEh8fL7O55rytwsJC2e2B+aZLbGysIiMja6xXXFys0tLSgMQQHR2t6OjoGuuVlJSopKQkIDFERkZWu+rOKaWlpSouLg5IDGazWfHx8TXWs9vtKiwsDEgMYWFhSkioeZ9eh8Oh/Pz8gMQgSUlJSV7Vy80N0J7QYo44hTmiAnNEBeaIXzFHVGCOqMAcUYE54lfMERWYIyowR1RgjvgVc0SFoM4RuT9Lsy8/43C0WYo217z1condqZIALUASGS7FRtQcQ2m5U8VlksKjpHt/kCJqntu81RDmiD0//6BlDz1WZZurp/+fzm3T1as4mCMq+DpH7NixQ71793Yd//HHH9WlS5eAxNaY2e127dnjnvB27rnnevVcAQAA4xn9Xs7/GFDvJCQkeP1HWiDGNpo3f6gHWmxsrFcfbAaStx/wBlJkZKRXH2IFktlsNuz1cEpYWJjhMUjef3gTSMwRFZgjKjBHVGCO+BVzRAXmiArMERWYI37FHFGBOaICc0QF5ohfMUdU8Msc4cyTomtOxPAk2mxStMGfqEaGmxQZLqnLdVJqc0NiCOU5IiE3QTGREVW2CcTnikb/HqTQmiNCIRYAAABUjyQRAAAAAAAAAKgvzNFSx2ulIS8YHQkAAACAeogkEQAAAAAAAAAYvVRKaGl0FDWLt/h1ixkAAAAAjQtJIgAAAAAAAACQ0FJq2tboKAAAAAAgoMKMDgAAAAAAAAAAAAAAAACBx0oiAAAAAAAAAICAsZXblGPNCcpYOcXBGQcAAACor0gSAQAAAAAAAAD4ndVu1bR107Tq0CrZym1BGTO+OFzD1CooYwEAAAD1EUkiAAAAAAAAAAC/m7ZumpYeWGp0GAAAAABOE2Z0AAAAAAAAAACAhsVWbtOqQ6uMDgMAAABAJSSJAAAAAAAAAAD8KseaE7QtZryVHJ1sdAgAAACA4UgSAQAAAAAAAAA0eJFhkUaHAAAAABiOJBEAAAAAAAAAAAAAAIBGwGx0AAAAAAAAAADgs7ISqTDLtzb5RwITC3wy75p5ssRZAtJ3YU6OFq2eGpC+AQAAgIaAJBEAAAAAAAAA9UdpsbRwvLRriWQvMToa1IIlzqK0+LSA9J1XzEfeAAAAQHX4HzMAAAAAAACA+mPheGnbR0ZHAQAAAAD1EkkiAAAAAAAAAOqHspKKFUQAAIDPSktLtXPnTh04cEC//PKLCgoKVFZWpoSEBJ111lm64IIL1KlTJ4WHhxsdKgAggEgSAQAAAAAAAFA/FGYFZosZc7QUb/F/vwAAGOyDDz7QihUrtG7dOu3cuVN2u73a+omJiRo5cqQmTJig9PT0IEUJAAimMKMDAAAAAAAAAABDdbxWiog2OgoAAPzu3nvv1UsvvaQff/yxxgQRScrLy9Ps2bN1wQUX6OGHH5bT6QxClACAYGIlEQAAAAAAAACNkzm6IkFkyAtGRwIAQNBER0erTZs2SkxMlMPhUE5Ojn7++We3hJCysjJNnz5dhw4d0muvvWZgtAAAfyNJBAAAAAAAAED9N3qplNDStzbxFlYQQZUcNpvs2Tl+6y+iuUUmMx/HAzBGy5YtNXjwYPXp00e9evVS+/btFRbmvtnAyZMn9cEHH+iRRx7R4cOHXcfnzJmjyy+/XKNHjw522ACAAOF/pQAAAAAAAADqv4SWUtO2RkeBes5htSpz6lQVfLFSTpvNb/2es2KFIlul+a0/APDWkiVL1LVrV5lMpmrrNW3aVHfddZeGDRum/v37a/Pmza5zU6dO1ahRo85ILAEA1E/M5gAAAAAAAAAASMqcOlX5Sz7za4IIABjpggsuqDFB5HRNmzbVggUL3NpkZmZq3bp1gQgPAGAAkkQAAAAAAAAAAI2ew2ZTwRcrjQ4DAAzXqVMn9ejRw+3Yjh07DIoGAOBvbDcDAAAAAAAAAA2crdymHGtO0MbLKsoK2lj+Ys/OYQURAPifc845R5s2bXKVc3KC9x4CAAgskkQAAAAAAAAAoIGy2q2atm6aVh1aJVs5CRBGKXc4jA4BAHxSUlLiVk5KSjIoEgCAv7HdDAAAAAAAAAA0UNPWTdPSA0tJEDHYsQJ+/wDqD6fTqW+++cbtWOXtZwAA9RcriQAAAAAAAABAA2Qrt2nVoVVGh9EgTLxivLKjE2vd/oPUZn6MBgACa86cOTpy5IirnJ6erksuucTAiAAA/kSSCAAAAAAAAAA0QDnWnJBbQSQqPEopMSlGh1Elm73c47ns6EQdi0uudd8mMx/FA6gf5s2bp3HjxrnKYWFh+ve//y2TyWRgVAAAf+J/pgAAAAAAAACAoMhonaGo8Cijw6jSiaJSo0MAAs7usCurOMvoMBoFS6xF5rDQuw23e/du/fzzz65yWVmZTp48qR9//FELFy7U9u3bXeciIyP18ssvq1+/fkaECgAIkNB7dwIAAAAAAAAANChR4VHKaJ2hRy57xOhQgEYtqzhL13x4jdFhNApLhy5VWnya0WGcYdasWXruueeqrWMymXTNNdfo8ccfV7du3YIUGQAgWEgSAQAAAAAAABA4ZSVSoZ++tZ5/xD/9QPOumSdLnCVo46XEpITsCiIAAHfDhw/Xn//8ZxJEAKCBIkkEAAAAAAAAgP+VFksLx0u7lkj2EqOjQSWWOEtIfsM9VM36/UWynNe+1u1bJEb7MRoACKz33ntP7733nq644grNmTNHHTp0MDokAIAfkSQCAAAAAAAAwP8Wjpe2fWR0FIBfpDaJUuvkWKPDAIA6e/bZZ/Xss8+6ylarVcePH9fWrVv18ccf66233pLVapUkffnll7r44ou1fPly9ezZ06iQAQB+FmZ0AAAAAAAAAAAamLKSihVEAABASIuJiVGrVq00ePBgvfrqq/r+++/VvXt31/nc3FzdcMMNys3NNTBKAIA/kSQCAAAAAAAAwL8Ks4K7xYw5Woq3BG88NHr2snLl51i9/nGUO4wOGQC80qFDBy1fvlytW7d2Hfvll1/05JNPGhgVAMCf2G4GAAAAAAAAQP3W8VopItroKGAAh80me3aOq1x2Isdj3bKjR1Vaavd43nksq8bxykrLtXL+Du3fmqPyMu8TP259rJcSUmK8rg8EiiXWoqVDlxodRqNgia2/yYspKSmaPn267rjjDtexuXPn6u9//7uBUQEA/IUkEQAAAAAAAAD1kzm6IkFkyAtGR4Igc1itypw6VQVfrJTTZnMdL44wS53bVtnm4O9vUWyZ5yQRb6ycv0N7Nx2rUx+AkcxhZqXFpxkdBuqBG2+8UWPGjJHT6ZQkHTlyRAcPHlTbtlXPsQCA+oMkEQAAAAAAAADBM3qplNDSP33FW1hBpJHKnDpV+Us+C+qY9rJy7d/qeaUSAGhIkpKSlJycrOPHj7uOHT16lCQRAGgASBIBAAAAAAAAEDwJLaWm3GBC7TlsNhV8sTLo4xbnlfq0xQwANDQRERFGhwAA8IMwowMAAAAAAAAAAMBb9uwcty1mAs0WZpYp+aygjQcAoaCgoEAnTpxwO2axWAyKBgDgTySJAAAAAAAAAADgwYYW58sUFWV0GAAQVIsXL5bT6XSVU1NT1aJFCwMjAgD4C9vNAAAAAAAAAICf2MptyrHmGB2GJCmrKMvoEOo1W5hZG1qcr2cuvEmDa6h748SLFJ/kOZEkvilJJgDqD6vVqoceesjt2HXXXaewML57DgANAUkiAAAAAAAAAFBHVrtV09ZN06pDq2QrD95WKHCX9twz0kvPVnmu7ZsLlJCc4rFtZp5Vw2d/5SqfjG6isvAIr8aNT4pSQkqMb8ECQIBNmjRJw4cP18UXX+x1mxMnTujmm2/W7t27XcfCw8N13333BSJEAIABSBIBAAAAAAAAgDqatm6alh5YanQYjd6JqCYez+XEJMoa29Tj+WP2GB2LSw5EWABgiM8//1xPPvmkLrnkEt1888266qqr1KVLF0VEuCfAOZ1O7dq1S++//76ef/555eS4r4h13333qWvXrsEMHQAQQCSJAAAAAAAAAEAd2MptWnVoldFhQNK4N7/Tbz2cGz77KxVEJAQ1HgAIBV9//bW+/vprSVJkZKTS0tKUlJSkyMhIFRQU6NChQyooKKiy7ahRozRz5sxghgsACDCSRAAAAAAAAACgDnKsOfVqi5mo8CilxHjedgUA0HCVlpZq//79NdZLSEjQjBkzNHbsWJlMpiBEBgAIFpJEAAAAAAAAAKARyWidoajwKKPDqDWbvdzoEACgXnj77bf16aefavny5fr666+Vn59fbX2TyaSuXbvq1ltv1ahRo5SamhqkSAEAwUSSCAAAAAAAAAA0AlHhUcponaFHLnvE6FDq5ERRaVDHizKHKbVJlErzgjsuANRVp06d1KlTJ02aNEkOh0N79uzR3r179fPPPys/P19lZWVq0qSJEhMT1a5dO1100UVKSGBbLgBo6EgSAQAAAAAAABqCshKpMMvoKCrkHzE6gpAx75p5ssRZjA5DkpQSk1KvVxAxyoDOFkVHhIsUEQD1WVhYmDp27KiOHTsaHQoAwGAkiQAAAAAAAAD1WWmxtHC8tGuJZC8xOhpUYomzKC0+zegwUAtR5jAN6GzRk8O6GR0KAAAA4DckiQAAAAAAAAD12cLx0raPjI4CCAmPDemijXMWVXnu/bG9FHdWM6/7Sm0SpeiIcH+FBgAAAIQEkkQAAAAAAACA+qqspGIFEfjMXlqqotyTfumrsDhH8cVVJxMU5uQor5iPYf2pKPe4rBFV/05jHFaP7VokxigxOTZQYQEAAAD1An+dAAAAAAAAAPVVYVb92mLGHC3FWwwNocxWomUvPqd9mzbKXlbqt36HqVWVxxetnuq3MXCazm2rPj73+eDGAQAAANQzJIkAAAAAAAAACI6O10oR0YaGsOzF57Trqy8NjQHGKDxZIlOY55VGamyfa/NjNAAAAIAxSBIBAAAAAAAAEFjm6IoEkSEvGBqGvbRU+zZtNDQGGOejpzYrLDzR6DAAAAAAQ5EkAgAAAAAAADREo5dKCS2NjqJCvMXwFUQkqSj3pF+3mEF9Ei5TWJzRQQAAAACGI0kEAAAAAAAAaIgSWkpN2xodBRASwiI6yGTi43AAAACA/xUDAAAAAAAAABqocIVFdFBE3MDAjRARptjEyID1DwAAAPgTSSIAAAAAAAAAGr2bp89Uk+SUWrU9WnxUt382qspzcwfNU/PY5nUJLSSVHT2qg7+/pVZtS6KStPnCv/g5oqqZwuICvoJI+24pMkeEB3QMAAAAwF9IEgEAAAAAAABQ79jKbcqx5vjUprDYc/2iaLtMsfZaxVLkLFdhbHmV5+JTUpQYb6lVv6GstNSu2LKqf19t31wgs8VzYkxBbpm2/PunQIUWNOERYWrfLUVX3dbJ6FAAAAAAr5EkAgAAAAAAAKDesNqtmrZumlYdWiVbuc2ntvHF4RqmVlWeu/2zUR4TPeAbs6W5IluleTwfEW2VVHWSyI0TL1J8UlS1/WfmWTV89oYqz70/9jdqkRjjdax1EZsYyQoiAAAAqHdIEgEAAAAAAABQb0xbN01LDyw1OoxGp6SsXNkFvyblOPKsHutm5lkVFlvs8XxxXonHcwUmh8rDnNXGkh8u5YdXXSe2abQSkoOTJAIAAADURySJAAAAAAAAAKgXbOU2rTq0yugwGhVrabnu/2Crlm/Pks3ucB1vVnRC8zy0GT77Kx2LS/bYZ0K5SX9QtIe2GzwmgAAAAACoO5JEAAAAAAAAANQLOdYcn7eYMVJUeJRSYlKMDqNO7v9gqxZ9n2l0GAAAAAD8JMzoAAAAAAAAAACgIcponaGo8Cijw6i1krJyLd+eZXQYAAAAAPyIlUQAAAAAAAAAfykrkQqDeFM9/0jwxoLXosKjlNE6Q49c9ojRodRJdoHNbYuZUBdlDlNqk/qblAMAAAAEA0kiAAAAAAAAQF2VFksLx0u7lkj2EqOjaZTmXTNPljhLtXUKc3K0aPXUKs/NHTRP8Sn+2RomJSalXq8gUl8N6GxRdES40WEAAAAAIY0kEQAAAAAAAKCuFo6Xtn1kdBSNmiXOorT4tGrr5BV7/ji0eWxzJcZXn2SC0BRlDtOAzhY9Oayb0aEAAAAAIY8kEQAAAAAAAKAuykoqVhAB/MBhs8menWN0GJIkR55VzYpOVHnuxatbScurbvf+2F4Ka9HSY7/FJ0u04sktHtr+RrFNo32KM7VJFCuIAAAAAF4iSQQAAAAAAACoi8Ks0NtixhwtsSpGveKwWpU5daoKvlgpp81mdDgu8zyd8JAgIkktEmMUmRzr8Xy+w1Rt24TkGO+CAwAAAOAzkkQAAAAAAACAhqbjtVKEb6sxwFiZU6cqf8lnRocBAAAAoIEjSQQAAAAAAABoKMzRFQkiQ14wOhL4wGGzqeCLlUaHAQAAAKARIEkEAAAAAAAACJTRS6WElsEbL97CCiL1kD07x/AtZsrDzCqNTKhzP6bISBWHxaskx+qxTmFu6GynAwAAADQ2JIkAAAAAAAAAgZLQUmra1ugoAI/KwyK0I/0W5Zx1gRzhkX7pc/0j3/qlHwAAAAD+R5IIAAAAAAAAADRSO9Jv0bFmPY0OAwAAAECQkCQCAAAAAAAAACGq7ZsLZLY0D0jfdrtD/31qr2R3BqR/AAAAAKGHJBEAAAAAAAAACFFmS3NFtkoLSN8lOVaV2/cEpO/aCI8IU2yif7a8AQAAAFA1kkQAAAAAAAAABIyt3KYca45f+soqyvJLPwhN7bulyBwRbnQYAAAAQINGkggAAAAAAAAAv7ParZq2bppWHVolW7nN6HAQwsIjwtS+W4quuq2T0aEAAAAADR5JIgAAAAAAAAD8btq6aVp6YKnRYaCWbpx4kQpMDg2fvaHK8++P/Y1aJMb4ZazYxEhWEAEAg40cOVLvvPOO27G2bdvqwIEDxgQEAAgYkkQAAAAAAAAA+JWt3KZVh1YZHUZIKikrV3aB+8oqjjyrx/qZeVaFxRYHJJbivBKP5wpMDuWHS/nhzirPxzaNVkKyf5JEAADG+vTTT89IEAEANFwkiQAAAAAAAADwqxxrTlC3mIkKj1JKTErQxqsNa2m57v9gq5Zvz5LN7nA716zohOZ5aDd89lc6FpcckJgSyk36g6I9jLvBY4IIAKDhyMvL0z333GN0GACAIAozOgAAAAAAAAAAqIuM1hmKCo8yOoxq3f/BVi36PvOMBBEAAIx0//3365dffpEkxcXFGRwNACAYWEkEAAAAAAAAoamsRCrMMjqKmuUfMTqCRisqPEoZrTP0yGWPGB1KtUrKyrV8ez24lgEAjcrq1av16quvSpLCwsL00EMPadKkSQZHBQAINJJEAAAAAAAAEFpKi6WF46VdSyR7idHRwM/mXTNPljiLX/pKiUkJ+RVEJCm7wNagVhCJMocptUno/94BAJ5ZrVbdeeedcjorthb705/+pIsvvtjgqAAAwUCSCAAAAAAAAELLwvHSto+MjgIBYomzKC0+zegw6sRhs8meneN9/TyrmhWd8Hg+tSTPH2EFzYDOFkVHhBsdBgCgDh588EHt27dPktSmTRs99thj2rRpk8FRAQCCgSQRAAAAAAAAhI6ykooVRIAQ5LBalTl1qgq+WCmnzeZT23kBiimYosxhGtDZoieHdTM6FABAHXzzzTd69tlnXeUXXnhB8fHxBkYEAAgmkkQAAAAAAAAQOgqzGs4WM+ZoKd4/26ogNGROnar8JZ8Fdcz3x/ZSWIuWAem7+GSJVjy5xcO4v1Fs02i3Y6lNolhBBADqubKyMo0ZM0bl5eWSpOHDh+u6664zOCoAQDCRJAIAAAAAAAAEQsdrpYjomuuhXnDYbCr4YmXQx22RGKPI5NiA9J3vMFU7bkJyTEDGBQAY5/HHH9cPP/wgSUpKStLzzz9vcEQAgGAjSQQAAAAAAADwJ3N0RYLIkBeMjgR+ZM/O8XmLmboyRUXJnJoS1DEBAA3X9u3b9fe//91Vnjlzppo3b25gRAAAI9SbJBG73a4dO3bowIEDOnTokPLy8lRUVCRJiouLU2Jiotq0aaN27dopPT1dZnO9eWgAAAAAAADwxuilUkJgtt3wq3gLK4jAL5r0u0phUVFGhwEAaAAcDofGjBmj0tJSSdIVV1yhu+66y+CoAABGCNlMitLSUq1Zs0ZLly7VmjVr9MMPP7jeuGoSGRmprl27qk+fPrr66qt15ZVXKjIyMsARAwAAAAAAIKASWkpN2xodBRBwpqgoNel3lVqc9m1vSbKXlas4z7vPSL1RmBvclVEAGM9pt6vsaJbRYTQKEc0tMoXQF5qff/55bdiwQVLFfbSXX35ZJpPnbccAAA1X6Lw7/c/KlSu1YMECffTRRyooKJAkOZ3OKuueevOqfN5ms2nTpk369ttv9cwzzyg+Pl433nijbrnlFvXv3z+wDwAAAAAAAABAo9L2zQUyWzwv15+ZZ9Xw2V9Vee79sb3UIjHG7Zg5NcVtBZGy0nKtnL9D+7fmqLzM4Z+gATRKZUeztI/7JEFxzooVimyVZnQYkqT9+/fr//7v/1zlyZMnKz093cCIAABGCokkEavVqtdff13/+te/tHv3bkm/Jn6YTCaPySA1JY+cqlNQUKA33nhDb7zxhs4991z9+c9/1u23367Y2NhAPBwAAAAAAAAAjYjZ0rzaG4FhscU6Fpdc9bkWLRWZXP3nlCvn79DeTcfqFCMAoPG6++67VVRUJElKT0/XlClTDI4IAGAkQ5NESkpKNGvWLD3xxBPKzs52Sww5xel0KiwsTB06dFB6erpatmypFi1aKD4+XrGxsXI6nbJarSosLNSRI0d05MgR7dy5U/v27ZPD4Z5V73Q6tXv3bv3pT3/S9OnT9be//U3jxo1TdDR7xAIAAAAAAAAIPfaycu3fmmN0GACAeuq1117TihUrJFXcf3v55ZcVGRlpcFQAACMZliSyYMECPfDAA8rMzJTT6XRLDImIiFDfvn2VkZGhK6+8Ut27d/c5kaOkpETfffed/vvf/2r16tVavXq1Skt/3a8zOztb999/v55++mnNnDlTt9xyi98eGwAAAAAAAFCf2MptyrH6LxEhqyjLb301dsV5pUHfYiY8IkyxidxABID6LjMzUxMnTnSV77zzTl1xxRUGRgQACAWGJIn07t1bGzdulOS+rczVV1+t2267TYMHD1aTJk3qNEZ0dLR69eqlXr166YEHHlBBQYEWL16sN954Q8uWLZPT6ZTT6VRmZqZGjRqlWbNmaf369XV+bAAAAAAAAEB9YbVbNW3dNK06tEq2cpvR4SBEtO+WInNEuNFhAADqaPz48crNzZUkNW/eXE888YTBEQEAQoEhSSIbNmyQyWSS0+lUcnKyxo0bp7vvvlutWrUK2JhNmjTRiBEjNGLECP3yyy966aWX9OKLL+r48eNyOp2upBUAAAAAAACgsZi2bpqWHlhqdBgIEeERYWrfLUVX3dbJ6FAAAHX0/vvv6+OPP3aVn3vuOSUlJRkYEQAgVBi23UxqaqomT56su+66S7GxsUEdOy0tTY888ogmT56sl19+WY8//riys7ODGgMAAAAAAABgJFu5TasOrTI6jJCRmWdVvrnY43lHnrXatmGxntsezS+pU2ye3DjxIsUnRfmtv9jESFYQARq4iOYWnbNihdFhNAoRzS2Gjn///fe7/j148GDddNNNBkYDAAglhiSJPProo7r33nsVFxdnxPAuMTExmjBhgu666y4988wzhsYCAAAAAAAABFOONSfoW8xEhUcpJSYlqGN6a/jsr1QQkeDxfLOiE5pXTdtjccmBCawa8UlRSkiJCfq4AOovk9msyFZpRoeBIDi1zYwkLV68WCaTyec+Dh48eEa77777Tt27d69zfAAA4xiSJDJ16lQjhvUoNjY25GICAAAAAAAImrISqTDL6Cgq5B8xOgIEUEbrDEWF+2/lCwAAAACAbwzbbgYAAAAAAAAGKy2WFo6Xdi2R7IHZDgOQKlYQyWidoUcueyRoYzpsNtmzc9yOFR075rH+WdY8xZTaPZ5PLcnzW2wAAAAAYBSSRAAAAAAAABqrheOlbR8ZHQVC0Lxr5skSZ/FbfykxKUFbQcRhtSpz6lQVfLFSTpv7djrFEWapc9sq2z395QuKLfOcJBIIUeYwpTZhZRUAgP8tXLhQZWVlPrXZunWrJk6c6CpbLBYtWLDArU6HDh38Eh8AwDgkiQAAAAAAADRGZSUVK4gAVbDEWZQWn2Z0GLWSOXWq8pd8ZnQYXhnQ2aLoiHCjwwAANEBXXnmlz23MZvfbhtHR0erfv7+/QgIAhAiSRAAAAAAAABqjwqz6tcWMOVqK99/KFmiYHDabCr5YaXQYNYoyh2lAZ4ueHNbN6FAAAAAANDL1MknkxIkTWrt2rXbs2KETJ04oLy9PDodDf/3rX9WxY0ejwwMAAAAAAIC/dbxWiog2OgqEOHt2zhlbzARcZJQ+mHKdTFHebxuT2iSKFUQAAAAAGKJeJYksXrxYTz/9tNasWSOn03nG+REjRlSZJDJlyhRt2rRJktS2bVu98sorAY8VAAAAAAAAfmCOrkgQGfKC0ZEAVUrof5XSWjQ1OgwAAAAA8Eq9SBI5efKkRo8erU8//VSSXAkiJpPJ7d+e9OzZUzNmzHDVu++++9S5c+cARw0AAAAAAFBPjV4qJbQ0OooK8RZWEEFIMkVFqUm/q9Ti7383OhQAAAAA8FrIJ4kcP35cl112mfbs2SOn0+mWDHKqXNWqIqe78cYb1apVKx0+fFiS9NZbb+mxxx4LaNwAAAAAAAD1VkJLqWlbo6MA/Krtmwt0oMQuPf9oledjZr+qc9q28ro/c2qKwnzYYgYAAAAAQkFIJ4k4nU4NGTJEu3fvdiWHxMbG6o477tDAgX3C+LAAACAASURBVAPVunVrde/evcZ+TCaThg4dqueee06StGzZMpJEAAAAAAAAgEbEbGmuMGuZx/NhzSyKbJXmVV/2snIV5pVKBVZ/hefR/2fvzsOirNf/gb9nhn0VRTZBRC3FJUsrt1xAUzO3U7lUCnrMJc1zcj+G4tG0RS3Tk1Z2TFE72tctFVFzAc3dSjEFNRXQBBFkZ4ZhZpjfH/x8YmAGZmDgmYH367q4rvk8z2e5n5lnLGZu7k9BjrLW1yAiIiIioobDopNEvv/+e5w9e1ZIEOnatSv27NkDX19fnX6VbTXzxKuvvoo1a9ZAq9Xi8uXLyM/Ph6ura63ETURERERERERERPWPqliDE1sSkRSfCY2qROxwiIiIzKpv375VVu8nIiLrJxU7gMp88sknAEorirRs2RKHDx+ukCBirC5dugiPtVotEhISzBIjERERERERERERNQwntiTi9i+PmCBCRERERERWy2KTRFJSUpCQkACJRAKJRILly5fD3d292vN5eHjoJJjcunXLHGESERERERERERFRA6BWaZAUnyl2GERERERERDVisdvNXLx4EUBp1Q9HR0eMGDGixnM2btwYaWlpAIDs7Owaz2eNioqKcPbsWdy4cQPZ2dmws7ODv78/unbtipYtW4odHhERERERERERkUWS5xZbVAURma0UTu52YodBRERERERWxmKTRNLT0wEAEokELVu2hJ1dzX/hcXFxER4XFhbWeL7a9uabb2LHjh06xwIDA5GcnGzyXBkZGViyZAk2b95s8Nq7dOmCRYsWYfjw4dUJl4iIiIiIiIiowVNqlMhUWEe1ifTCdLFDoBoI6uQJG1uZ2GEQEREREZGVsdgkkYKCAuFx2eSOmsjPzxceOzs7m2XO2nLgwIEKCSLVFRcXh5EjRyIzs/IPKH799VeMGDECYWFh+Pbbb82SmENERERERERE1BAo1ApEnolE7P1YKDVKscOhekxmK0VQJ0+EhgWLHQoREREREVkhi00SadKkifDYXFvDpKam6p3f0uTm5uLdd981y1ynT5/G4MGDoVAodI43atQIQUFByM7Oxv3796HRaIRzW7ZsQUFBAXbt2gWJRGKWOIiIiIiIiIiI6rPIM5E4nHxY7DBIJH+b0xkujezrZC0ndztWECEiIiIiomqz2CQRb29vAIBWq8Xdu3chl8vh5ORU7fmuXbuGnJwcoR0UFFTjGGvL3Llz8eDBAwClFU+quzVOdnY2Ro8erZMgEhgYiDVr1mDYsGFCAsiff/6JZcuW4ZtvvhH67dmzB6tXr8asWbNqcCVERERERERERPWfUqNE7P1YscOwSkUqDTLyzVd5pSRXYfBcWq4CGUqNwfM14dLIHm6ejrUyNxERERERkTlZbJJIt27dhCQGjUaDQ4cO4fXXX6/2fJs2bRIeOzk54cUXX6xxjLUhLi4O//3vfwEAUqkUixcvxrx586o118qVK3WqpwQFBeH06dPw8/PT6efv74+vv/4azZs3R0REhHB86dKlmDBhAjw8PKq1PhERERERERGZkaoIKEg333x5qVX3IaNkKjLr1RYz9jJ7eDp6Gt2/RKmEOqPybY7LK1Jp8PGhRJz+IxNKdYmpIRrUtCgXqwycG/n1OSjsbDDebKsRERERERFZH4tNEvHy8sJzzz2H3377DRKJBB999BFGjBgBmcz0Uop//PEHNmzYICSdhIaGwsbG8i5doVDgnXfegVarBQDMmDEDL7zwQrXmysjIwH/+8x+dY99++22FBJGyFixYgCNHjuDUqVMASre9WbVqFZYvX16tGIiIiIiIiIjIDIrlwL7pwM0YQF0kdjTUAIQEhMBeVvXWKSUKBdIiIpB//AS0StOTZML+/w8RERERERHVHanYAVTmvffeEx5fuXIF77//vslzpKamYsSIESgsLBSSL+bMmWO2GM1p0aJFuHPnDgCgefPmWLZsWbXn2rFjBwoKCoR279690a9fv0rHSCQSLF68WOfYd999JzxvRERERERERCSCfdOB63uYIEK1zl5mj0EtBmFpz6VG9U+LiEBezKFqJYgQERERERGROCyvnEYZ4eHh+Pzzz3H9+nVotVqsX78e9+/fx+eff46WLVtWOlatViMqKgqLFi1Cenq6UEXk5ZdfRq9eveoifJNcunQJX3zxhdBet24dXFxcqj3fvn37dNoTJ040alxISAiCgoKQlJQEAHj48CHOnz+P7t27VzsWIiIiIiIiIqomVVFpBRGyWlGDouDt7C12GEbxdPQ0qoIIULrFTP7xE7UcUd1q7GwndghERERERES1zqKTRCQSCXbu3ImePXsiOzsbWq0WBw4cQHR0NLp3747nn38eAKDVaiGRSBAVFYX9+/fj9u3bOH36NPLz84VzWq0WAQEB2Lp1q8hXVZFKpcLEiROh0WgAACNHjsSQIUOqPV9BQYGwZcwTAwYMMGqsRCJB//798e233wrHnjzfRERERERERFTHCtLrvoKIjQPgYh1JDdbA29kbzVyaiR2G2akzMq2qgohSaoNsB1c4lCgM9rG3MX2bayIiIiIiImtj0UkiANCmTRscOHAAI0aMQEZGBgCgpKQEZ8+exdmzZ4V+Wq0W27Zt02kDEBJEmjVrhgMHDqBp06Z1ewFG+Pjjj/H7778DABo1aoS1a9fWaL7r169DpVIJ7aCgIPj4+Bg9vmfPnjpJIleuXKlRPERERERERERkRdoMBmwdxI6CyKzO+3aASmZbaZIIERERERFRQyAVOwBjdO/eHVeuXEG/fv2E5I8nJBKJ8FP+OFCaLNKvXz/8+uuveOaZZ+osZmMlJCRg+fLlQvvTTz81KaFDn8TERJ12u3btTBpfvn/5+YiIiIiIiIioHrJxANq/BgxfJ3YkROZjZw+bfgMweOuX+HleCHZOZbVcIiIiIiJq2Cy+ksgTvr6+OHr0KE6fPo0vvvgCR48eRX5+vsH+Dg4O6Nu3L+bOnYuQkJA6jNR4JSUlmDhxIoqLiwEAvXr1wqRJk2o8782bN3XaAQEBJo0v3z8lJQVFRUVwcOBfERERERERERFZjAmHATc/883n4t2gKoioi4tRmJNtlrkK5JlwkevfqqQgMxO5cqv5CM5oqqxMyG31X1ezNath42m4mu+j/CJM+/6y3nPr334OXq7muw9ljRtDamcHQA2o8yHRFJptbiIiIiIiImtkdb+hvvTSS3jppZdQUlKCK1euIDExEY8fP0ZOTg6cnJzg6emJoKAgdOvWDfb29mKHW6m1a9fi/PnzAAA7Ozts2LChQkWU6nj06JFO29/f36Tx3t7esLGxgVqtBlCazPL48WM0a1b/9s8lIiIiIiIislpufoBHoNhRWB2VsghHvlqDO79cgFpVbLZ534D+z1+i4yLMtobFaWfg/vvmiyqHDjVw/NDa6OrHQ0RERERERFWyuiSRJ6RSKTp37ozOnTuLHUq1JCUlYeHChUJ7wYIFaNu2rVnmLigo0Gk7OzubNF4ikcDR0VGnUkv5Oavr0aNHyMjIMGnM7du3zbI2EREREREREdGRr9bg5rmfxQ6DiIiIiIiISBRWmyRi7SZPnozCwtLylm3btsUHH3xgtrnLJ3RUZ5uY2koSWb9+PZYsWWKWuYiIiIiIiIiITKEuLsadXy6IHQZZqILsIkikCsPnc5R1GA0REREREVHtYJKICDZu3Ihjx44BKK3asWHDBtjZ2Zlt/qKiIp12deYuv1WPQmH4F2QiIiIiIiIiImtQmJNt1i1mqD6RYe/nNyGR3BE7ECIiIiIiololFTuAynTu3Blr165FZmam2KGYTVpaGubMmSO033nnHfTq1cusa5SvHFJcbPqHH0ql7l9GVKcaCRERERERERERkTWQ2raGRMK/pyMiIiIiovrPon/zuXLlCmbOnIm5c+di0KBBCA8Px9ChQ2Frayt2aNU2ffp05OTkAAB8fHywYsUKs6/h4uKi0y5fWcQY5SuHlJ+zuqZNm4aRI0eaNOb27dsYMWKEWdYnIiIiIiIiIiL6iwxS29awdR4gdiBERERERER1wqKTRJ5QqVSIjo5GdHQ0PDw88OabbyIsLAwvvPCC2KGZZOfOndi7d6/QXrNmDRo1amT2dcondBQWFpo0XqvV1lqSiJeXF7y8vMwyFxERERERERGRIUqNEpkK3eq0BXLD1Wr7/WsuHD2q9zlNpjwTc07O1ntu8ytR8HHyqda8lkz18CFS3h6r91zg99tg62P4mu/ey8HpbxJqKzSTSKTONa4gIrOVwsndfFtJExERERER1SaLTxLRarWQSCTC46ysLKxfvx7r169HmzZtMH78eIwdOxZ+fn4iR1q1uXPnCo9fffVVjBo1qlbWKZ+E8eeff5o0Pj09HWq1WmhLpVJ4enqaJTYiIiIiIiIiotqkUCsQeSYSsfdjodTobqfrIpfhDfjrHffu+X+iwElT/YWd9B928fSEu4t39ee1UMXFajip1HrPuTX2hJ2X4Wt2yreFVOZeW6HVuaBOnrCxlYkdBhERERERkVEsOknkjz/+QFRUFLZt24bk5GQA0EkYuXHjBhYsWICIiAiEhoZi/Pjx+Nvf/gYHBwcRozbsyTYzAHDw4EHhWkyRkpJSYdzly5fx7LPPCu02bdronL93755Ja5TvHxgYaLHPKRERERERERFRWZFnInE4+bDYYYiiRKmEOsNwtRRzUqc/rJN1LJnMVoqgTp4IDQsWOxQiIiIiIiKjWXSSSKtWrbB06VIsXboUp06dwubNm7F7927k5+cDKE0Y0Wq10Gg0OHbsGI4dOwZXV1eMHDkSYWFh6NWrl8hXII62bdvqtBMSTCvfmZiYWOl8RERERERERA2aqggoSK+btfJS62adekKpUSL2fqzYYdS5EoUCaRERyD9+AlqlsuoBFqzn5HZo2dw6qow4uduxgggREREREVkdi04SKat3797o3bs31q1bhz179mDr1q04duxYhe1o8vLy8N133+G7775DixYtEB4ejnHjxiEoKEjkK6g77du3h62tLVQqFQAgOTkZaWlp8PX1NWr8mTNndNplq5QQERERERERNVjFcmDfdOBmDKAuEjsa0iNTkVlhixkx2cvs4elY+1v4pkVEIC/mUK2vY6y0XAWkTnKD5zPyDb9Gju52cPN0rI2wiIiIiIiICFaUJPKEo6Mj3n77bbz99ttIS0vD1q1bsXXrVly/fh2A7nY0SUlJWLJkCZYsWYKXXnoJ48ePx8iRI+Hi4iJK7Pv27RMSN4wVHx+POXPmCG1vb29s27ZNp0/r1q112q6urujduzeOHz8uHDt69CjCwsKqXE+r1eLYsWM6x4YOHWpSzERERERERET10r7pwPU9YkdBViQkIAT2MvtaXaNEqUT+8RO1uoapRn59Do+cGxs876aRYAq4tTEREREREZEYrC5JpCxfX1/MmzcP8+bNw2+//YbNmzdjx44dyMws3Xu1bMLI6dOncfr0acyYMQMjRoyokGhRF/r06WPyGBsb3ZfIwcEB/fv3r3LcsGHDdJJENm7caFSSSGxsLJKSkoS2t7c3unbtakLERERERERERPWQqqi0ggiREexl9ggJCMHSnktrfS11RqZFbTGjlNog28FV7DCIiIiIiIjIAKtOEimrc+fO6Ny5Mz7//HPExMRgy5YtiI6ORnFxMYDSRBEAkMvl2L59uyhJInVpzJgx+OCDD1BYWAgAOHXqFE6cOIHQ0FCDY7RaLZYsWaJzbMKECZBKpbUaKxEREREREZHFK0i3rC1mbBwAF2+xo7AqUYOi4KyQITouQu/5za9EwcXTPFvDeDp61noFEUt13rcDVDJbscMgIiIiIiIiA+rdt/82NjYYNmwYdu3ahbS0NKxbtw4vvvgigL8qizQEXl5eeO+993SOvfPOO0hNTTU45uOPP8apU6eEtru7O+bOnVtrMRIRERERERFRNbUZDNhyuw5TeDt7w8fJx+B5HycfNHNpZpafhpggopTa4GSzZ7H6uVE1mqexc8N77oiIiIjIOOPHj4dEIhF+kpOTxQ7JqiQnJ+s8f+PHjxc7JIu3efNmneds8+bNYodkFvWmkog+Hh4eCA4ORnBwMOLj44WqIg3FvHnzEBUVhYcPHwIAkpKS0KNHD6xduxZDhw4Vkmb+/PNPLFu2DN98843O+IiICDRubHj/WCIiIiIiIiKqYzYOpQkiw9eJHQlZgcDvt8HG23BiTFquAiO/PmeWtbIdXM1SQcTept79TRsREREREZFFqZdJIn/88Qe2bNmCbdu24d69e2KHI5rGjRvjhx9+wMCBA1FUVFoSNyUlBcOHD0ejRo0QFBSEnJwc3Lt3DxqNRmfs8OHDMWfOHDHCJiIiIiIiIrIuEw4Dbn51s5aLNyuIkNFsvH1g59/M4HmpkxyPnPkHQkRERPXZv//9byxZsqTa48PDw2vtL+eTk5MRFBSkc0yr1dbKWkRE9Jd6kySSk5ODHTt2ICoqChcvXgTw139InlTMeNLu0qWLOEGKoHfv3jh48CBGjhyJrKws4XhOTg4uX76sd8xbb72F7777rkFtz0NERERERERUbW5+gEeg2FEQmdXOqd3h41Y7CUny7CIcW3mlVuYmIiIiIuPExcUhJCREaC9evBj//ve/xQuIiOqMVSeJaDQaxMTEICoqCgcPHhS2k9FqtcK+QFqtFlqtFr6+vhg7dizCw8PRrl07kSOvW6GhoUhISMCSJUsQFRUFuVyut99zzz2HhQsX4rXXXqvjCImIiIiIiIiIyJL4uDkgoLFTrcydV8I/TCIiIiIiIhKLVSaJ/Pbbb4iKisKOHTuQmZkJQH/VEAcHB4wYMQLh4eF4+eWXIZVa356mffv2NUtpLW9vb6xfvx6fffYZzp49i8TEROTk5MDOzg7NmjVD165d0bp1azNETERERERERERERERERJZo1apV6NSpk9H9/fzqaFtFIqp1LVq04JZOBMCKkkTS0tKwdetWbN26FQkJCQB0E0PKVg3p0aMHwsPDMXr0aLi5uYkZtsVxdHREv3790K9fP7FDISIiIiIiIiIiIiIiojrUpUsX9O3bV+wwiIhIRBadJKJQKLBnzx5s2bIFJ06cQElJicHEkMDAQIwbNw5hYWGsiEFERERERERERGQCmRZwLrMNjDy7qNa2hSnIUdbKvERERERERFQ1i04S8fb2RmFhIQDdqiFPEkNcXFzw+uuvIzw8nFmPREREREREREREJrLRAoPktmitksEWfyWFHFt5RcSoiIiIiIiIqLZYdJJIQUEBJJLSX06fJIcAQEhICMLDw/HGG2/AyclJzBCJiIiIiIiIiIis1iC5LYJVFv0RIREREZFZ3bx5E/Hx8cjIyEBubi4aN24MPz8/vPTSS2jcuHGN5i4qKkJCQgISExORkZGBwsJCuLq6okmTJujYsSM6dOgAqVRaozUUCgXi4+ORkJCA7OxsKBQKODo6ws3NDS1atEDbtm0REBBQozXqWnp6Ok6dOoUHDx5AoVCgadOmePbZZ9GlSxfhu2Jz0Wq1uHr1KhITE/Ho0SMUFhbC09MT/v7+6NWrF1xcXMy63oMHD3D27FmkpKRArVbD19cXHTp0QJcuXcy6DgD88ssvuH37NtLS0lBUVITAwEC89dZbZl+nLty7dw+//PIL0tPTkZ2dDXd3d/j4+KBnz57w8fGp8fxyuRxxcXFISUlBVlYW3N3dERwcjJ49e8LBwcEMV2DZLP43wCeJIU899RTCwsIwbtw4NG/eXOSoiIiIiIiIiIjIGEqNEpmKzDpZK70wvU7WqS80qhK0VsnEDoOIiIio1hUUFOCzzz5DVFQUkpKS9PaRyWTo1asXli5dil69ehk9959//okdO3bg4MGDOHfuHJRKw1vreXh4YMKECZg9ezb8/PxMuobbt29j6dKl2LNnj7ATgyF+fn4YOHAgJk+ejG7duumcM5R0sWTJEixZssTgnLGxsWbf2SExMRGzZs3C0aNHodFoKpwPDAxEREQE3nnnnRoni2RkZODjjz/Gjh07kJaWprePnZ0dBg0ahA8//BDPPPOMUfP27dsXJ0+eFNpPvtuOj4/HvHnzcPToUeFYWa1atcLChQsxfvx4o9bZvHkzJkyYILQ3bdqE8ePHQ6FQYNWqVdi0aVOFe9vd3V0nSSQ5ORlBQUFCOzw8HJs3b9YZ8/DhQ/j7+wuvR/PmzZGcnGzy83/y5Emd++XVV19FdHR0pWOKi4vx1VdfYcOGDUhISNDbRyKRoEuXLli0aBGGDRtmUkwAkJ2djQULFmDbtm1630eurq549913ERkZCWdnZ5PntxYWnSTi7u6O0aNHIzw8HN27dxc7HCIiIiIiIiIiMpJCrUDkmUjE3o+FUmP4g3JLVKJUQp1RN4ktNaVOf1jtscqCYp0tZsQms5XCyd1O7DCIiIionomOjsbEiRPx6NGjSvtpNBrExcWhd+/emDx5MtatWwcbm8q/Sr169SqeffZZvUkA+mRnZ+Pzzz/Hxo0bsX37drzyyitGjdu6dSsmTZpUaQJKWampqdi0aROKi4srJIlYio0bN2L69OmVXlNKSgomT56Mw4cPY/v27TVaa+bMmcjPz6+0X3FxMfbv34/o6GgsXrwYkZGR1Vpv+/btCA8Ph0qlMtjnzp07mDBhAvbs2YOdO3fC3t7e5HVSUlIwePBggwkV1eHj44OBAwciJiYGQGlFj7i4OISEhJg0T1RUlE47PDy80v4XLlzAm2++aTCJ6wmtVotffvkFw4cPx9ChQ7F9+3ajkzl++eUXDB06FA8fGv4dKj8/HytWrMCBAwfw008/GTWvNbLoJJGHDx9W6w1BRERERERERETiijwTicPJh8UOwyQlCgXSIiKQf/wEtEZ+AE/mE9TJEza2rGxCRERU25RKJe7evYvHjx/D1tYWTZo0gZ+fH5ycnMQOzew2bNiAadOmVahS4eTkhMDAQLi6uiIrKwt3795FSUmJzrj09HTs3bu30goKxcXFFRJE7OzsEBAQADc3N9ja2iI7OxtJSUlQq9VCn9zcXAwZMgTHjh2r8sv3o0ePIjw8vMI6Tk5OaNGiBdzc3KBUKpGdnY179+7pXIel+v777zFp0qQK1/RkyxytVovk5GQhqWPPnj2YNm1atdZatGgRli1bVuG4m5sbAgIC4OzsjEePHiE5OVk4V1JSgsWLF+Px48dYs2aNSevFxsYiLCxMeL1lMhmCgoLQqFEjpKamIjU1Vaf/gQMH8Prrr+PHH3+sMimprLy8PAwYMAC3bt0Sjnl5eaFZs2ZQKpVISUkxKe6ywsPDhSQRANiyZYtJSSJyuRy7du0S2h4eHpVW/Thw4ABGjx4NhUKhc9zOzg5BQUFwd3dHXl4ebt++rfM+OnDgAEJDQ3Hy5Mkqt4i5du0aBg4ciKysLL1ruLi44P79+0IyWWJiIgYPHox3333X6Ou2JhadJMIEESIiIiIiIiLSS1UEFNTh1iJ5qVX3IYFSo0Ts/VixwzBZWkQE8mIOiR1GgyOzlSKokydCw4LFDoWIqN4r0ZSgIJuJkHXBxcMeUplU7DAqmD59Ou7evYuioiKd4zY2NujSpQteeeUVTJs2DU2bNhUpQvM5fvw43n33XZ2kiaFDh2L27Nno2bOnzhfyWVlZ+O9//4tly5YJiQn79u3DihUrMH/+/CrX6tOnD0aMGIGXX34Zbdq0qfBlf1FREY4cOYKPPvoIFy9eBFCaiDB27FjcvHkTLi4uBud+//33dZIpQkJCsHjxYrz00kuQyXQTbBUKBa5cuYKYmBj873//0zvf0aNHAZRuhzJnzhzh+Lhx4xAWFmYwjk6dOhk8Z4q7d+9i8uTJOtfUqlUrfP755xg8eLDw3BUXFyM6OhqzZs1CSkoKNm7ciBYtWpi01qZNm3QSRCQSCcaNG4cZM2agc+fOkEr/eo+mpqbiyy+/xKpVq4QKIGvXrkXPnj0xatQoo9ecMGEC1Go17Ozs8MEHH1R4P129ehURERE6W68cPHgQn332mVH32hMfffQR0tNLfycePXo0PvjgA50tclQqFY4dO2b0fGUNGzYMjRo1Qk5ODgBg9+7dWLdundGJZHv37tWp2jJ69GiD3/tfv369QoJIr169MH/+fPTr108n+SM/Px87duzAokWLhGu/ePEiZs6cia+++spgPCqVCm+99ZZOgoirqyuWLVuG8PBwuLu7C8cvXLiAefPm4dSpU/j999+xYsUKo67Z2lh0kggRERERERERkY5iObBvOnAzBlAXVd2fRJGpyLSoLWbsZfbwdPREkTzHYJ+S4mLkHz9Rh1HVvrRcBaROcoPnM/INv0Y9J7dDy+buBs+bk5O7HSuIEBHVkYJsJbYuPCd2GA3CuGXd4ebpKHYYFRjalkKtVuPChQu4cOECPv30U8yZMweLFy+ukIRgLXJycjB27FghQUQqleLbb7/F3//+d739GzdujHnz5mHIkCHo27cvMjIyAACRkZEIDw+Hj4+P3nHNmzfHtWvX0L59+0rjcXBwELbHmDJlCv773/8CKE1M2Lp1q8FqBQkJCTqvWUhICI4dO6aT3FCWo6Mjunfvju7du2PJkiW4fft2hT79+/cHgAqJLC1bthTO1ab33nsPcvlf/4/auXNnxMbGws3NTaefnZ0dXnvtNYSEhKB37964du2aTrWPqty9exfvvfee0HZ0dMTu3bsNbvHj5+eHjz76CIMGDcKgQYOEpIUZM2Zg2LBhVVaqeCIlJQX29vaIiYlBaGhohfPPPPMMDhw4gFmzZmH16tXC8SVLluDNN99E8+bNjVrnSZLEF198gX/+858Vztva2hq9nVF5Dg4OGD16NL755hsApckZe/bswdixY40ab+xWM2q1GmPGjNFJEFmyZAkWLVqkt4KPq6srJk2ahMGDByMkJAR//PEHAODrr7/G5MmT8dxzz+ldZ/Xq1fj999+FtoeHEvB91wAAIABJREFUB06dOoUOHTpU6Nu1a1fExcUhPDwcW7duNemesyaWl8JIRERERERERGTIvunA9T1MECGThASEwF5WecVaTVZWvdpiRim1Qf/N19BrRazBn2nfXzY43tHdDm6ejnXywwQRIiIiy6JQKPDhhx+if//+KCgoEDucavn666/x8OFDob18+XKDCSJltWvXDps3bxbaxcXF+PLLLw329/LyqjJBpCypVIp169ahVatWwrFNmzYZ7F92KxEAmDJlisEEEX1rPf3000bHVhdu3LiBQ4f+qtzn5OSEvXv3VkgQKcvDwwM//vijyTtQrFixQicZ5bvvvjMqaaJ3795YtWqV0H706BG2bdtm0trLly/XmyBS1meffYbu3bsLbYVCga+//tqkdcaMGaM3QcQcyid2bNmyxahxDx48wPHjx4X2008/jW7duuntu2vXLly7dk1oT5kyBZGRkZVu8QQAzZo1w+7du3XeC5999pnevhqNBmvXrtU59u233+pNEHlCIpFg48aNaNeuXaVxWDMmiRARERERERGRdVAVlVYQITKSvcweg1oMwtKeS8UOpc6d9+0AlcxW7DCIiIjIAkgkEvTo0QPLly/H0aNH8eeff0Iul6OoqAgPHjzAgQMHMGXKlAqVEuLi4jBmzBhoNBqRIq8ejUaD//znP0K7efPmmD17ttHjBw8erFORYPfu3WaNz87ODiNHjhTaly9f1qmkUFb547a21v3/d+UTYqZPn25U5YxWrVoZrLaiT1ZWlk5SQ/fu3TFmzBijx0+aNAleXl5C25R7oFmzZvjHP/5RZT+JRIJPP/1U59imTZt0tuGpyocffmh0X1N1795dJ8no+PHjePDgQZXjtm3bprPFk6EqIkBpFZQnnJyc8PHHHxsdX8eOHTF8+HChvW/fPr3/Vv300086cb/wwgt4/fXXq5zf1tYWH330kdHxWBtRtpsZMGCATlsikeDIkSNV9jMXQ+sRERERERERkQUrSLe8CiI2DoCLt9hRWJWoQVHwdq6b58zT0bPKCiL1jVJqg/O+HbD6OeP3TSciIqL6a8CAAXjrrbcMVpTw8/ODn58fhgwZgoULF2LMmDE4c+aMcP7gwYNYv349ZsyYUVch11h8fDxSU1OF9pgxY0xOrhgwYAAuXy6tunbjxg1kZmbC09PTbDEGBQUJj9VqNa5du4YXXnihQj8/Pz+d9vfff4/XXnvNbHHUtbi4OJ12WFiY0WPHjx+vk1RQ1TplE2zGjRtn9DpAaYJASEgIfvjhBwDA2bNnUVJSYlQVF1Put169eqFly5a4e/cuAODhw4e4efMm2rZtW+XYF154Aa1btzZqneoKCwvDwoULAQAlJSXYtm0b5s+fX+mYssk5UqnU4HP/+PFjXLx4UWgPGTIEHh4eJsU3YMAA7N27FwBQUFCAy5cv4/nnn9fpU5N77tVXX0XTpk2F7afqE1GSRI4dOyaUidFqtQZLxpTtZy6VrUdEREREREREZJI2gwFb4/amplLezt5o5tJM7DBMEvj9Nth469+H3hzSchUY+fU5s8yV7eBqlgoijZ0bVnINERFRfdWjRw+j+/r7++PYsWMIDQ3FuXN//b/JsmXLMHHiRDg5OdVGiGb3888/67TLf2lsjPLVLRITE9GrV69Kx8jlcuzfvx+xsbGIj4/HvXv3kJ+fj8LCwiqrQ2RmZuo93rVrV7i5uSEvLw8AsGfPHowaNQqLFi1Cx44dTbgi8RUXF+PKlStCu0mTJpVu+VFep06d0KhRI+Tk5FTZ19z3QF5eHh48eICAgIAqx/Xt29ekdfr06SMkiQDAxYsXjUoSefHFF01apzrCwsIQGRkpVAbZunVrpUkiv/zyCxISEoR2SEiIwefs9OnTOu8Lc71Py89TNhEFMO31sbGxQc+ePfHjjz+aHJulEyVJhIiIiIiIiIjIqtk4lCaIDF8ndiRUB2y8fWDnX3uJLVInOR45N661+avD3oa7VBMRETVEDg4O2LJlC4KDg6FWqwEAjx49wk8//YQRI0aIHJ1xEhMTddqjRtW8wlpWVpbBcyqVCp9//jmWL1+O/Pz8as1vKPHBwcEB8+fPR0REhHBs586d2LlzJ4KDgzFgwAD06dMH3bt3h49P7SU1m0NqaiqKi4uFtikJIk907NixQgKIPuXvAXMkVGRlZRmVJGLqdZXvn5SUZNS4stVoaktAQABCQkJw/PhxAMD169fx66+/okuXLnr7l60iAlS+1Uz512jevHmYN29ejeLV9z4t+3zKZDKjEnDK6tixI5NEzMnY/ZRM2XeJiIiIiIiIiBqoCYcBN7+q+5mLizcriBAREZHVcfGwx7hl3cUOo0Fw8bDeqlytW7fGsGHDsGfPHuGYNSWJPH782Oxz5ubm6j2uUCgwZMgQnDhxokbzK5VKg+cWLFiAlJQUbNiwQed4YmIiEhMTsWbNGgBAmzZtMHDgQLz11lvo2rVrjeKpDeUTYZo0aWLyHMaOqct7oDxTr6t8f2MqpQCAm5ubSetUV3h4uJAkAgBRUVF6k0RUKhW2b98utF1cXCrdGqmuXqOyz6e7uztsbExLj6jOfWoNREkSUalUZu1HRERERERERA2cmx/gESh2FERmt3Nqd/i41U5Ckjy7CMdWXqm6IxER1RtSmRRuno5ih0FWoF+/fjpJIjdv3hQxGtMY+yW7KZ5st1HetGnTKiSING3aFH379kWnTp0QEBAANzc3ODo6QiaTCX1++uknrFy50qi1JRIJvvnmG7z22mtYtmwZTp8+rbffzZs3cfPmTaxduxY9e/bEF198Ua0tPGpLQUGBTrs62xc5Ozsb1a8u74HyTL2u8tdU/nkyxNa25ltMGuO1117DtGnThLh27NiBzz77rML6MTExOtsmvfHGG5W+XnX1GpV9PmvznrM2oiSJlP1H0Bz9iIiIiIiIiIiI6iMfNwcENDb9w0xj5JVIamVeIiIisn7lt9XIyMgQKRLTlf8i+JNPPjG4PYax2rdvX+HYlStXEBUVJbRtbW2xYsUKTJs2DXZ2dpXOd+fOHZNjGDhwIAYOHIikpCT89NNPiIuLw6lTp5Camlqh75kzZ9CzZ09s27YNI0eONHmt2lD+y3a5XG7yHIWFhUb1K38PbNq0Cf7+/iavV1anTp2M6ieXy+Hq6mr0vOWvycXFxaS4apuzszPeeOMNbN68GUDpvwWHDh3CsGHDdPqVfS8AlW81A1R8jd5//328+uqrNYq1ZcuWFY45OzsjLy8PQO3ec9ZGtO1miIiIiIiIiIiIiIiIiMjylK8SYE3V/z09PXXaQUFB6N+/v9nX+b//+z9otVqhvWTJErz//vtGjc3Kyqr2ukFBQZgyZQqmTJkCALh79y6OHz+OPXv24KeffhKqKRQXFyMsLAxdu3ZF8+bNq72euTRq1EinXbbqhLGM3aKk/D3Qrl07vPjiiyavVx2ZmZkmJYmUv6byz5MlCA8PF5JEgNKEkLJJIllZWTh48KDQDgwMRJ8+fSqds/xr5OvrWyvv00aNGglJIrm5uVCpVCZVYamNbXEsgVTsAIiIiIiIiIiIiIiIiIjIcjx8+FCn3bRpU5EiMV1QUJBO+/bt27Wyzvnz54XHUqkUU6dONXrs9evXzRZHy5YtMWnSJBw6dAjx8fE61RSKioqwbt06s61VE82aNdOpsHLt2jWT5/j999+N6ldX94A+pl5X+WsqH7sl6NOnDwID/9reNTo6GtnZ2UJ7+/btKC4uFtphYWGQSCqvWlhXr1HZ94NGo8GNGzdMGn/16lVzh2QRLDpJJDU1VfipaYaiSqXSmY+IiIiIiIiIiIiIiIiIKjp9+rROu/z2M5YsJCREp33ixIlaWSc9PV143LRpU3h4eBg1rqSkBCdPnqyVmDp06IANGzboHCv/Wj4hlep+TVy2KkptsLOz09myJSsry6SEivj4eOTk5BjVt67uAX1MfW1PnTql066riiemkEgkCAsLE9rFxcXYsWOH0N6yZYtO/7J9Damr1+iFF17QaZvy+qjVapw5c8bcIVkEi04S8ff3R0BAAAICAvDzzz/XaK5Tp04Jc1lCSSUiIiIiIiIiIqp/1CoN8jIVJv3Is4vgppHo/ZFnF5k8n7E/BTlKsZ8uIiIiskA5OTnYvXu3zrF+/fqJFI3pXnzxRZ2EjRMnTiAhIcHs65RNqihbRaEq+/fvx59//mn2eJ7o2bOnTtvQti7Ozs46bblcXmsxPdG3b1+ddvnkgsqU3e6kKv3794eNjY3Q3rFjR51tG7Jjxw6jix/8/PPPuHv3rtD28fFBmzZtaiu0GgkPD9dpR0VFAQBu3LiBixcvCsd79uyJ1q1bVzlfs2bN0KFDB6F9584dHDp0yEzR/qUm99zBgwertS2SNbCpuou4tFptleVoTJmLiIiIiIiIiIgsQ4lSCXVG3X3opsoyvJY6M6NmcxdrcGJLIpLiM6FRlZg8fgoc9B4/tvJKjeIiIiIiMtWcOXN0KjbY2dnhlVdeETEi09ja2uL999/H4sWLAZR+PzhlyhScOHECtra2ZlvHx8cHiYmJAIDs7GwkJCSgXbt2lY4pKCjA7NmzzRaDPuW/1DZU4aRx48Y67aSkpFqL6YkJEyZg5cqVQnvdunWYMWNGlZVq7ty5g6+++srodby9vTFu3Dhs2rQJAFBYWIjp06frVL+oLQ8ePMDatWurfJ21Wi3mz5+vc2z8+PFm+17c3Fq1aoWXXnpJqExz4cIF3Lp1q0LSRflkksrMnTtXp//777+PHj16wN3d3TxBAxg4cCCaNWuGBw8eAAAuXbqE3bt34/XXX690nEqlwoIFC8wWh6Wx+CQRS30jEBERERERERHVJaVGiUyFdfwVU3pheqXnSxQKpEVEIP/4CWiVdVfNQm5rA7QL1HvuwT9nwqkGc5/YkojbvzyqwQxERERE5vXJJ5/g5ZdfRpcuXYzqr1arMX/+fGzcuFHn+NSpU+Hr61sbIdaaf/7zn1i/fr2wJczp06fxxhtvYMuWLUZ/AV1YWIiNGzfC2dkZEydOrHC+R48eiI2NFdrz5s3D/v37K2zj8oRcLsdrr72mUzmiKmvWrIGNjQ0mTJgAJyfj/m+1bBIGAIOvf2BgIFxcXFBQUAAAOH78OLKzs43eNqc6goODMXDgQBw5cgRA6XPyt7/9DbGxsXB1ddU7Jjs7G3/729+gNPH3hoULF+KHH34QKqT88MMPcHd3x3/+8x/Y2dkZNUdWVhbWr1+PTp06YejQoUavHRERgc6dO1fYUqWs2bNn49y5c0LbwcEBU6dONXoNMYSHh+tsX7R582Zs27ZNaDs4OGDUqFFGz/f2229jxYoVuH79OgDg1q1beOWVV7Br1y74+fkZNYdKpcL//vc/PHz4sELSDQDIZDK89957OgkfkyZNQps2bXQqmZSl1WrxzjvvCElg9ZHFJ4kQERERERERETVkCrUCkWciEXs/FkpN/dgeJC0iAnkx5i8lLBa1SoOkeOtI4CEiIqKG4/Dhw1iwYAF69OiBUaNGoV+/fmjbtq3ONhwAkJubi5iYGKxYsQJXruhWMWvVqhUiIyPrLOZjx45Va5yHh4dOMoS7uzt27tyJfv36CVt/7N+/H+3bt8fMmTMxcuRING/evMI89+/fx4ULF/Djjz/iwIEDyMvLEyqSlDd27Fh8/PHHKCkprSJ38OBBDB06FCtXrtSpKFJUVITo6GgsWLAAt2/fBlCaLGHMF9BJSUlYs2YNIiIiMHz4cIwYMQLdunXTm7Rz5coVfPLJJ/jhhx+EY1KpFH//+9/1zi2VStGvXz/s27cPQOk2Q926dcPf//53tG3btsJ2NF26dDFLAsmXX36Jjh07oqioCADw66+/4rnnnsPq1avxyiuvCPenSqXCgQMHMGvWLKSkpAAAWrRogeTkZKPWadmyJTZu3Ig333xTOLZhwwbExcVhzpw5GDZsGLy9vXXGaLVa3L17F2fPnsXevXtx+PBhKBQKoSKJMQIDA5GSkoJBgwbhgw8+wLRp09C0aVPh/O+//46IiAgcOHBAZ1xkZCQCA/UntFuKUaNG4R//+AcUCgUAYPXq1cLrCAAjRowwqQqITCbD7t270bVrV+Tm5gIAzp07hw4dOmDGjBl4++238fTTT1cYl56ejkuXLuHAgQPYu3cvMjIyKq1gMmvWLGzdulXYdio7Oxs9evTA8uXLER4eDjc3N6HvxYsXMW/ePJw8eRKAafecNWkwSSJlb1AHB/3lO4mIiIiIiIgaJFURUFB55QeLkJcqdgSiiDwTicPJh8UOw2y0ymIUHD8hdhhmJc8trtYWM5ZKZiuFk7txf11JRERElu/s2bM4e/YsAMDe3h7+/v5wd3eHTCbD48ePkZycLCQ6lOXj44NDhw6hSZMmdRbryy+/XK1xffr0QVxcnM6xXr16YcuWLZgwYYLwPeGDBw8wZ84czJkzB76+vvDy8oK9vT1yc3Px6NEjZGdnG71m27ZtMXXqVKxfv144FhMTg5iYGAQEBMDX1xcFBQVITk4WqlkAQO/evTFu3DhMmjTJ6LVyc3OxZcsWYWuPpk2bwsvLC66urigqKkJycrLOFkFPzJs3r9JKMjNnzsT+/fuh1WoBlFZy+Ne//qW3b2xsLPr27Wt0zIa0bt0aX3/9NSZMmCCse+fOHQwbNgzu7u5o0aIFtFotkpKSkJ+fL4x75513oFKpTPrCfsyYMUhNTcXcuXOFe/zWrVuYPHkyJk+ejICAAHh6esLGxgY5OTl4+PChzprVsWnTJgwYMADFxcX497//jWXLliEoKAju7u5IS0sTtj0pa+DAgZgzZ06N1q0Lbm5uGDFiBLZv3w5A9/t3wLStZp5o06YN9u7di9dff114/2VnZ2Pp0qVYunQpPD094ePjA2dnZ+Tl5SEzMxMZGaZtFWpnZ4ft27ejb9++whr5+fn4xz/+gblz5yIoKAjOzs64f/8+Hj36qzrkM888g6lTp2LatGkmX5elazBJImVLN5XNBiIiIiIiIiJqsIrlwL7pwM0YQF1UdX+qc0qNErH3Y6vuaEW0j7PqdIuZmpLY28OmqafYYdSpoE6esLGViR0GERER1QKlUok7d+5U2W/w4MHYtGkTvLy86iCq2jNmzBg89dRTeOutt3Dr1i2dc2lpaUhLS6t0vEwmq3Tbi9WrV+PevXuIjo7WOX7//n3cv3+/Qv+QkBDs2bMHP/74owlXUVFGRkalX5TLZDJERERgyZIllc7Tp08frFmzBrNnzxYqrtSF8PBwFBcX47333kNxcbFwPDc3F/Hx8RX6v/7661i3bh0mT55s8lqzZs1C+/btMWHChAqvt6HXqSx7e3uT3gchISHYunWrcI1qtRp//PGHwf6DBw/Grl27YGtra/QaYgoPDxeSRMry9fWtdpJXSEgILl26hDfffBOXLl3SOZeZmYnMzMqrNkokEgQEBFTa55lnnsHhw4cxdOhQnUQQpVKJGzduVOgfHByMgwcPVru6kaXTvylWPVNSUoKtW7cCKL1JnnrqKZEjIiIiIiIiIrIA+6YD1/cwQcSCZSoy680WMwBgL7OHh0Pt7XFeG1z7hUJqby92GHVCZitF6+e9EBoWLHYoREREZAYRERGYOnUq2rdvD5ms6gRQFxcXjBw5EidPnsTBgwetPkHkiS5duiAhIQFbtmxBt27dqnwu7O3tERoailWrVuH+/fuVJibY2dlh3759WL16NXx8fAz2a9GiBb788kscO3YMjRo1Mjr2pUuXYseOHRg7dmyVX4IDpa/h2LFjcfny5SoTRJ6YMWMGEhMTERkZidDQUPj5+cHJyQkSicToOKtj0qRJ+O233zBgwABIpfq/sm7evDk2bNiAnTt3ws6u+pXuBg4ciLt372Lt2rV45plnqrw2FxcXvPrqq/jqq6+QlpaGwYMHm7TemDFjcPHixUqTJlq2bInvvvsOBw8ehKOjo0nzi6l///56E6fefvtto/6dMaRVq1a4ePEi9u/fj9DQ0Cpfb5lMhu7du2Pp0qW4ffs2PvzwwyrXePHFF5GYmIhJkybByclJbx9XV1fMnTsXly5dgr+/f7WuxRpItE/q+Ijkf//7n8FzY8eOFd6k//rXv9C+fXuj59VqtZDL5UhKSsK+fftw48YNaLVaSCQSzJo1CytXrqxx7FQ3rl+/jg4dOgjta9eumXQvEBERERERkR6qIuDTwPqTIPLPq4CHZe/fXB0PCh5g0O5BYodhNoNaDMLyVu/jTv/+oqwvt7VBXDv990nfhBQ4qdR/HbCzh02vPrCPiITEofIPbeXZRTi28orecz0nt4NjFVu3ZOQrMe37y3rP7ZzaDb7udfOhsZO7HSuIEFGN8LPcuqHvr9Kfeuop2Ng0mOLxVA1yuRwJCQlITk5GWloaCgoKUFJSgkaNGsHDwwPt2rVDx44da/Qlr7XIzc3F+fPnkZqaiszMTKhUKri6usLLywtt27ZFmzZt4ODgYPK8arUaly5dwtWrV/H48WPIZDL4+Pjg2WefRadOncwS+4MHD3Djxg0kJSUhOzsbSqUSTk5OaNKkCdq3b4+OHTvC3goTnNPS0vDzzz/jwYMHUCgUaNq0KZ599lk8//zztZKskpGRgQsXLuDhw4d4/PgxSkpK4ObmBh8fHwQHB+Opp54yurJH3759cfLkSaFd/qv3P//8E2fOnMG9e/egVqvh6+uLDh064PnnnzfrNdU3crkc58+fx/379/H48WMoFAq4uLjA09MTbdq0QXBwMJydnas9f2FhIWJjY5GSkoLs7Gy4u7sjODgYL730UrXe/6YS+7/loieJSKVSg2/usqHV5B+AJ8khWq0WUqkUv/32G5555plqz0d1i79YEBERERER1YLsFGBNPfnd2MYBmJ8C2Nb+Bzl1rb4kidjL7BESEIKlPZdC9jDLYJJI4PfbYONt+C8wAaBIpcHHhxJx+o9MKNUlJsXhpCnE0MfRes8daDIEctlfHzJmO7hCJTPug2E3jQRT8vXff9+4FiFPVv2P336eF4KAxvr/yo2IyNLws9y6IfYXS0RE9JeqkkSI9BH7v+UW838MVb1hqvuGkkgkQoIIULrvFBNEiIiIiIiIiOqRNoPrZYJIVaIGRcHb2VvsMIzi6egJe1npXzQWV9LPxtsHdv7NKp1r1v9+Q/Q9NWDfCDDxjyRdVYY/Cnvs6I58WzfTJiQiIiIiIiKyMhaRJFKbGVVP5m7fvj1mz56N8ePH19paRERERERERFSHbBxKE0SGrxM7ElF4O3ujmUvlCRX1TZFKg6MJ6WKHQURERERERGS1RE8S+fbbb/Ue12q1mDx5srDNzMyZMxEcHGz0vFKpFM7OzmjcuDHat28PX19fs8RLREREREREVO9NOAy4+YkdRdVcvBtkBZGGLCNfafIWM9bM3kaKpq7Wt6c8ERERERERWS7Rk0QmTpxo8NzkyZOFx4MHD0ZoaGhdhERERERERETUsLn5AR6BYkdB1OC93M4bDrYyscMgIiIiIiKiekT0JJGq1OZWNERERERERERERJbG3kaKl9t5Y+UbncQOhYiIiIiIiOoZi04S+eOPP4THzZo1rD12iYiIiIiIiIjIeDundoePW+XbDxU+foSDC783ON65iVe11pZnF+HYyisG5u0GJw/TtkVq6mrPCiJERERERERUKyw6SaRVq1Zih0BERERERERERFbAx80BAY2dKu2Tq3Y0eM7X3RHuVYw3JK9EUum8bo0Nr0tERERERERUlyw6SYSIiIiIiIiIiIiIiIiIiMgSxcXFiR0CkcmkYgdARERERERERERERERERERERLWPlUSIiIiIiIiIiOq5EqUS6oxMscMAAKjTH4odAhEREREREVGDZVVJInl5efi///s/nD17FpcvX0ZmZiZycnKgVCpNmkcikZg8hoiIiIiIiIjI2pQoFEiLiED+8RPQWuFnIWqVBvLcYqEtzy2Cm0ait688uwh5JfrPPVGQXVTpOYlUUa04C3Ks77klIiIiIiKihskqkkSKi4sRERGBb775BoWFhcJxrVZbrfkkkso/MCAiIiIiIiKihkupUSJTYRlVN9IL02s0Pi0iAnkxh8wUTd1RFWtwYksikuIzoVGV6JybAge9Y46tvFLlvCWaXIPn9qz6DVKZu2mBEhEREREREVkZi08Sefz4Mfr374+rV68KSSESiQRarVYn2aN8u7zqJpQQERERERERUcOgUCsQeSYSsfdjodRYf2WIEqUS+cdPiB1GtZzYkojbvzwSOwwiIiIiIiKieseik0Q0Gg3eeOMNxMfHA/grOaRp06YIDAzEpUuXhOMdOnSAg4MDsrKykJKSAo1GI5wDgMDAQPj7+4tzIUREREREREQ1pSoCCmpWVUJHXqr55qonIs9E4nDyYbHDMBt1RqZVbTEjsbeHTVNPqFUaJMVbRiUXIiIiIiIiovrGopNEtm/fjpMnTwqJHs2bN8c333yDAQMGAACkUqlw7osvvkBoaCgAQC6X4+TJk1i3bh1iYmIgkUiQmZmJxYsXY/z48aJcCxEREREREVG1FMuBfdOBmzGAukjsaOotpUaJ2PuxYofRoLn2C4XU3h4FmYoKW8xYK5mtFE7udmKHQURERERERCSQih1AZVatWgWgdKsYd3d3xMXFCQkilXFycsIrr7yC6Oho/Pjjj3Bzc4NcLsfEiROxbt262g6biIiIiIiIyHz2TQeu72GCSC3LVGRa1RYz9jJ7eDp6ih2GWUjs7eE2+BX4Ll8udihmF9TJEza2MrHDICIiIiIiIhJYbCWRR48e4erVq0KlkPnz5yMwMNDkeYYNG4aYmBiEhoZCqVRi5syZ6NGjB5577jlzh0xERERERERkXqqi0goiROWEBITAXmZf7fGB32+DjbePGSOqPpumnpDaV/9aLJHMVoqgTp4IDQsWOxQiIiIiIiIiHRabJHL+/HkApVWrm0j3AAAgAElEQVREJBIJxo0bV2l/rVZr8Fz37t0xc+ZMfPLJJ9BoNFi4cCEOHjxo1niJiIiIiIiIzK4gve4riNg4AC7edbsmGc1eZo+QgBAs7bm0RvPYePvAzr+ZUX2LVBpk5NdilZVCDVAoF5ryXMP3fPDbrfH+/mt6z+2c2g2+7o6VLpX/+BF2RG7Ue+61OZ3h2sTLiICr5uRuxwoiREREREREZJEsNknk4cOHwmMfHx/4+flV2r+oqPIPzaZNm4ZPPvkEWq0WR44cQWZmJjw960dZViIiIiIiIiKzaTMYsHUQOwqLEjUoCt7OlpE44+noWaMKIqZQFGswd1c8jiakQ6kuqZM1AcBNI8EU6L8H399/DXky/X8o5OThALfGlSeJaEsM39suHg5w86x8PBEREREREZG1s9gkkaysLACARCKBj4/+8qd2dnZQqVQAAIVCUel8/v7+aNGiBZKTk6HVanHu3DkMHTrUvEETERERERERWSsbh9IEkeHrxI7E4ng7e6OZi3FVN+qTubviEX01TewwiIiIiIiIiMiMLDZJRCb7qySnvYF9ad3c3JCZmQmJRILU1NQq5/Ty8kJycjIA4O7du2aJk4iIiIiIiEgUEw4DbpVX3TSJizcriJCgSKXB0YR0scMgIiIiIiIiIjOz2CSRRo0aCY/z8vL09vH09ERmZiYA4M6dO1XOWVhYqPcxERERERERkdVx8wM8AsWOguqpjHxlnW4xU1P2NlI0da2bbXiIiIiIiIiIrJlU7AAMad26NQBAq9UiPV3/X6506NBBePzzzz9XOl9BQQFu3boFiUQCAHBxcTFTpEREREREREREJKaX23nDwVZWdUciIiIiIiKiBs5iK4mUTQDJysrCo0eP4OXlpdPn+eefx65du6DVahEfH4/Lly/jueee0zvfV199BZVKBQCQSCRo0aJFrcVORERERERERKSPurgYhTnZdbKWKisTclv9H/3kZWXC1s7wx0KFuQq4qvRXdq1tziUSlGiU+s+pldCWaIW2nY0UvZ7yxII+Psh9VPX2OPlZmWaLk4iIiIiIiMgaWWySSNOmTfH000/j1q1bAICzZ89ixIgROn1GjRqFf/3rX5BIJNBqtRg7diyOHDkCf39/nX579+5FZGSk0E8mk6F37951di1ERERERERE1LCplEU48tUa3PnlAtSq4rpbuJ2BLYmWR1Q5dLx5IzGJoWfoDX15K8nAtqO1GAwRERERERFRPWKxSSIA8PLLLwtJIjExMRWSRFq0aIEhQ4YgOjoaEokEiYmJCA4OxuDBg9GmTRsUFxfj9OnTOHfuHLTa0r8ykUgkGD16NBo1alTn10NEREREREREDdORr9bg5rnKt8olIiIiIiIiIqptFp0kMmrUKKxbtw5arRY7d+7E6tWr4ezsrNNn7dq1/4+9Ow+PujzbPn7OlskeAlkg7JsIKCiCAoJsVhGqqIX64oaIWlts1VZ9a7EoVBQfrfpQBesKioiitrhgKoagFhVQAQERRYjsWQhknUxme//Im5EJ2TOZ3yT5fo6D48j9m3s5B9IKyZXr1ieffKKioiKZTCaVlJTozTffDJjj8/n8XUSSk5P1yCOPhPJtAAAAAACAVsTrdMqdW/9rS9wul/Zs/qIZEwEAAAAAANRPWBeJjB49WrfffrvKysokSd9//73OPvvsgDk9evRQenq6Jk+erOPHj8tkMp2yT2WBSFpamt555x2lpaWFJD8AAAAAAGg9vA6HjsyZo6KMdfI5nfVeV2qzylPTtS8IC1ZbhGLaJRodAwAAAACAZmc2OkBdnnjiCS1ZskRLliw5pUCk0vDhw7V7927ddtttSklJkc/nC/iVmpqqu+++W9u2bdOQIUNC/A4AAAAAAEBrcGTOHBWu+aBBBSJoGXoPPU/WiAijYwAAAKCBli5dKpPJ5P+1dOlSoyMBQNgL604iDZGUlKRFixZp0aJF2rdvn7Kzs+Xz+dSxY0f17NnT6HgAAAAAACCInB6n8hz1v/KlLtkl2bW+7nU6VZSxLmjnITxYbRHqPfQ8Xfzb242OAgAAAABASLSaIpGT9ezZk8IQAAAAAEDoucqk4tqLDRqk8HDw9molHG6H5m6Yq8wDmXJ6QtfRw52b1ywdRIbvOaTIcneT9vCardrT+wrlJ54ur9kWpGTh6cq7hig2MTJo+8W0S6SDCAAAaNWWLl2qmTNn+sdjxozR+vXrG7XX+vXrNW7cOP+4e/fuysrKamJCAECotcoiEQAAAAAAQqq8VFo9W9q9RnKXGZ2mVZu7Ya7Ss9KNjhE0keVuRbuaViSyY8B1yk8ZKqkF3CvcRHEdUhSfFGV0DAAAAAAAWiyKRAAAAAAAaKrVs6WdbxudotVzepzKPJBpdIyw4jFblddhkNExAAAAAABAC0GRCAAAAAAATeEqq+gggmaX58gL6RUzkmS32JUUlSSdyKtxTvdXl8ua2rHG1wvz86QFc2pcG98+qdH5ik645H1qb6PXtyQWm1nRCVwNAwAAAABAU1AkAgAAAABAUxRnh/6KGWukFJsa2jPbqHFdx8lusau8ljnW1I6K6NK5xtdtETV/+cXWsaMiUhr/Z2mLdEhqG0UiPQcnyWqzGB0DAAAAAIAWzZAikRUrVhhxbICrr77a6AgAAAAAADROv0mSLdLoFK2a3WLXuK7jNP/8+c16zpEChwqtpY1eX1oQ4gIlA1hsZvUcnKTx1/c3OgoAAAAAAC2eIUUi1157rUwmkxFH+1EkAgAAAABocayRFQUiU542OknYWTZxmVJjgtddJSkqSXaLPWj71WTaM5+ryBbf6PXxHpN+o+oLhlbEOlVk8jV675qsunW4OiVEBX3fmkQnRNBBBAAAAACAIDH0uhmfL/hfqKiNyWSSz+czvEAFAAAAANBGzEyX4tOCt19sKh1EapAak6rOsTVf+dIWFZl8KrQE/2sv0YmRim8fuiIRAAAAtD4FBQX65JNPtGfPHjkcDnXo0EF9+vTRqFGjZLc3f7F2MG3btk1ffvmlcnJyZLfb1bFjR40cOVI9evRo8t5er1ebNm3SDz/8oJycHHk8HqWkpKhnz54aOXKkbDZb099AGHK5XPrss8+0Y8cOnThxQvHx8eratavGjBmjxMREo+MBLZ5hRSKhLhAx6kwAAAAAQBsWnyYldjc6BQzmdHuMjgAAAACE1NixY/Xxxx/7x5Xfozty5IjmzJmjV199VeXl5aesi4mJ0R133KF7771XMTExzZbvu+++0yWXXKKsrCz/s0mTJumNN94IOHf9+vUaN26cf3z//ffrgQcekCS99tprmjdvnnbv3l3tGeedd54ee+wxjRo1qsH5cnJyNH/+fK1cuVLHjh2rdk5cXJyuuOIKzZ8/X9271/7vzmXLlumGG27wj19++WVdd911ta65/fbbtWjRooBn+/fvV9euXWtdN3jwYH3zzTeSpJSUFB09evSUH+B/4IEHNG/ePP84MzNTY8eOldPp1P/8z//oySefVH5+/il7WywWTZ06VY888kid7xlAzQwpEnnuueeMOBYAAAAAACDk8ktO/eJ3S2W3mpUc17J+shMAAADh4dNPP9Xll19e7Tf/K5WUlGjBggX68MMPlZ6ervbt2wc9x2effaZLL700IMesWbP0zDPPyGqt+1un5eXluvHGG/Xqq6/WOm/jxo0aO3asnn/++YACjbq88cYbuummm1RUVFTrvKKiIr388st6/fXX9fe//12zZ8+uce748eMDxuvWrauzSCQjI+OUZ+vWrdOMGTNqXJObm6vt27f7x+PGjav3DQ+HDh3SL3/5S23durXGOR6PR6+//royMjL04Ycf6uyzz67X3gACGVIkMmvWLCOOBQAAAAAAQBP8YkCqIm0Wo2MAAACghfnqq690ySWXqKSkRJJkNpvVs2dPdejQQcePH9eePXsCbgTYvHmzbrjhBr3zzjtBzfGvf/1LV199tcrKyvzP/vrXv2r+/Pn13mPGjBlauXKlf5yYmKiuXbvKarVq7969OnHihP81j8ejm266SQMHDtSwYcPq3Pu5557TrbfeKq/XG/A8NjZW3bt3l81mU1ZWVsAZTqdTt912m44dO6a5c+dWu2/Xrl3Vp08f7dmzR1JFsUdtsrOztXPnzlOeZ2Rk1FokkpmZGfDnWLU4pSYnTpzQhRdeqO+++87/rHPnzurUqZPKysr0ww8/yOl0+l/Ly8vTZZddpp07dyo+Pr5eZwD4mWHXzQAAAAAAAKBlsFvN+sWAVD06dbDRUQAAQBN4PR4VHcszOkabENchSWYLxbWVfv3rX6ukpETt27fXfffdp+uvv14dOnTwv3748GHNmTNHS5cu9T9799139cEHH+iSSy4JSobFixfr97//vb8Aw2KxaPHixbrlllvqvccrr7yivXv3SpImTpyo+++/X+edd56/W4bH49G7776r2bNn6/Dhw/5nt912mzZu3Fjr3l9//bVmz54dUCDSrVs3PfbYY7rssstkt9v9+3300Uf605/+FFDIcf/992vYsGE1/n5NmDDBXySyf/9+7dmzR3369Kl2bk1FJHUVl1TtPjJhwoRa51f605/+pL1798pqterWW2/VHXfcod69e/tfLykp0TPPPKN7771XLpdLknTw4EEtWLBAjzzySL3OAPAzikQAAAAAAECb4nU65c5t2DdH3NlHmyXL4muGqEeP2u/0rk3p8TJ99Gj17ZhX3Tpc0YmRjd77ZMlxdjqIAADQChQdy9Pzv6fbeyjc9I8XlJCSanSMsLF371716NFDH330UcA3/yulpaXppZdeks1m03PPPed//uyzzwalSOQvf/mLHn74Yf84OjpaK1eu1KWXXtqgfSoLRGrqPmKxWHT55ZdrwIABOvvss1VaWipJ2rRpk7Zt26bBg6svuvb5fLrhhhv8BRCSNHjwYK1fv17t2rU75YyLL75YY8eO1aRJkwIKN2bNmqUff/xRUVFRp5wxfvx4/fOf//SPMzIy6lUkcvbZZ2vLli2SKq6E2b17t/r161fnum7dulX7Z12dvXv3ym636+2339akSZNOeT0mJkZ/+tOf1LFjR1177bX+50uXLtWDDz4om81Wr3MAVKBIBAAAAAAAtAleh0NH5sxRUcY6+U5qVWyk5Di7uraPbvT6Qm/N93t3SohSfPtTvzgMAAAAhJrFYtGqVavqLBp45JFH9Morr/ivg/nwww/l9XplNpsbda7L5dKsWbP0yiuv+J8lJSXpvffe03nnndeoPadMmVLn9TSnnXaafv/73wd0ufjggw9qLBJZu3attm/f7h9HR0frnXfeOaVA5GSVRRWnn366jh6tKGo/cuSIVqxYoVmzTi0GGzdunEwmk/86mIyMDP3mN7+pdu+Tiz1uvPFGPf7449q3b59/XXVFIgcOHPB3KpHqf9VMpYULF1ZbIHKya665Rv/4xz/8XVlycnL01Vdfafjw4Q06C2jrGvf/qAAAAAAAAC3MkTlzVLjmg7ApEAEAAADail/96lcaOnRonfMSExN10UUX+celpaX67rvvGnVmUVGRJk+eHFAg0rNnT23YsKHRBSKS9NBDD9Vr3lVXXRUw/vrrr2uc+/zzzweM77zzTnXr1q3OMxISEvTAAw8EPHv22WernZucnKwzzjjDP16/fr2/YORkP/30k79jilRxZczJ18bUdOVM1atmGlIk0rlzZ82ePbtecxvy+wqgehSJAAAAAACAVs/rdKooo/b7swEAAAA0j6rf2K/NWWedFTA+cOBAg887evSoxowZo7Vr1/qfDRkyRJ9//rlOO+20Bu9X6cwzz9SAAQPqNfeMM86Q1frzpQ61vY9PPvkkYDxz5sx6Z5o+fXrA9TJfffWV/5qbqk4u9sjNzdU333xzypyTiz06deqk/v37B6zLzMystrikavHIyWvqcuWVV9b7yphgfH4AbR1FIgAAAAAAoNVz5+Y1SwcRk90ua3JS0PcFAAAAWpP6dBGplJKSEjAuKCho0Fm7d+/WiBEjtGXLFv+ziy66SB9//LFSU1MbtFdVDXkfNpst4LqYmt5HVlaWsrOz/ePu3bvXeS3PyeLj4wNyeTwebd68udq5Vbt7VNcV5OQikcr5J6/Lz8/X1q1bT1l38l79+vVTWlpaPd9BaD8/AIR5kUhERESz/LLb7Ua/NQAAAAAA0ArETRgvM19nAAAAAGpV9Rv7tYmJiQkYOxyOeq/94osvdP755ysrK8v/7Prrr9d7772n2NjYeu9Tk4a8DynwvdT0Pn766aeA8aBBgxqca/DgwQHj/fv3VztvzJgxslgs/nHVK2Kkik4hlSq7gaSkpARcVVN13e7du3Xo0CH/uCFXzVTuX19N+fwAUMFa9xTjuN3uZtnXZDI1y74AAAAAgBbAVSYVZ9c9r74KDwdvrzbG6XEqz5FX7/nZJUH8c2sik92uuAnj1WnBgibt4yhwqjCv8V/ULD4R/O4oAACg9YrrkKSb/vGC0THahLgOdJs7WWRkZKPXVne1SU3++c9/Box/+9vfavHixY0+u6rmeB/Hjx8PGCclNfxzp+qaqntWio+P1znnnKNNmzZJqrjmxu12+6/F2bVrl44cOeKff/KVMePHj9eOHTskVRSJ3HXXXf7XqnYkaWiRSKg+PwBUCOsiEamioKMh/+OuqQCE/4MAAAAAgDauvFRaPVvavUZylxmdpk1zuB2au2GuMg9kyukxvsih+6vLZU3t2KA11uSkoHQQ+e8/v9VnlkN1TwQAAAgCs8WihJSmXbeBlqXym/+VnE24grGsLPDfUTabrdF7NRe73R7wHv/zn//op59+Uvfu3Q1MVbvi4uKAcdVOGfVRdU1RUVGNcydMmOAvEikqKtLmzZs1YsQISYEdQvr06aNu3boFrFu0aJEk6dNPP5XL5fJ/Dpy8zmQyady4cQ1+DwBCJ6yLREaOHNngrh+lpaXKzc3VwYMHJf1cNNK5c2f16NEj2BEBAAAAAC3F6tnSzreNTgFJczfMVXpWutEx/KypHRXRpbPRMQAAAICga9euXcC4akFCQ1QtPKi6dzh46KGHtGLFCn311VeSpL1792rMmDFat26devXqZXC66lW9BqekpKTBe1RdExcXV+Pc8ePH6+GHH/aPMzIy/EUiJ3cEqdoNpPKqGo/Ho5KSEm3cuFGjRo2Sz+fT+vXr/fMGDx6sDh06NPg9AAidsC4S+e9//9votdnZ2Vq5cqUee+wxHTp0SMeOHdP8+fM1c+bMICYEAAAAALQIrrKKDiIwnNPjVOaBzLontiIel9foCAAAAGijqhZyZGc3/grHnJycWvcOB+3bt1dGRoYmTpyoL774QpL0008/6YILLtC6det02mmnGZzwVImJiQHjY8eONXiPvLzAazyr7nmy888/P6DjSkZGhu677z55vd6AYo+Tr5qRpISEhICrajIyMjRq1Cht3bo1IHNDr5oBEHpmowM0l9TUVN1+++3avn27JkyYoLKyMt10001asmSJ0dEAAAAAAKFWnB36K2askVIsrbyrynPkBf2KGbvFrqSo8L3zvbzUFfIzLTazohMiQn4uAAAAwkvPnj0Dxrm5uacUFNTXzp07A8bh2sE/ISFBH374oUaPHu1/dujQIY0ZM0bffvutgcmqV/UqnG3btjV4j6prarteJyoqSsOHD/ePP//8czkcDm3ZskXHjx+XVPOVMScXjlR2HTm5+4hEkQjQErTaIpFK7dq107///W/169dPPp9Pt99+u77++mujYwEAAAAAWrt+kyRbpNEp2oRxXcfJbrEbHSOs9BycJKvNYnQMAAAAGKxz587q0qVLwLMNGzY0aq+q6yqvKAlHcXFxSk9PDyhYOHr0qMaOHatvvvnGwGSn6tGjh1JTf/4Bg59++kl79+6t9/qioiJ9+eWX/rHVatXQoUNrXXNysYfT6dSGDRsCij0GDRqk5OTkU9ad/Pv5xRdfqLS0NGCd1WrVBRdcUO/sAIzR6otEJCkmJkZ/+9vfJEkej0d33323wYkAAAAAAK2WNVIaeKU05Wmjk7R6EWa7Lki7ULf0v1cH8ktr/XWkwFHjPkcKHHWub8qv/OLykP2eWGxm9RmaovHX9w/ZmQAAAAhvY8aMCRivXLmywXt8++23pxRXhHsxQHR0tN577z1dfPHF/me5ubkaN25c2P1AedU/o6VLl9Z77WuvvSaH4+d/7wwdOlTR0dG1rqna7WPdunXKyMjwj6teNVOp8qoaSSovL1dmZqY++eQT/+vDhg1TXFxcvbMDMIbV6AChcumllyoyMlJlZWVav3699u/fr27duhkdCwAAAABgtJnpUnxa8PaLTaWDSCMtm7hMqTG1X9FTVu7Rwx/s0qc/5KnIGaP3d9r0fsbnde6dUpKvZTW8Nu2Zz5UT074Rieunk7NIU2t4bejVfTXwzN5BOys6IYIOIgAAAAhw880369VXX/WPV61apXvuuUdnn312vff485//HDAeN26c+vTpE7SMzSUqKkqrV6/WtGnT9O6770qS8vPzNWHCBKWnp+u8884zOGGFm266SW+88YZ//Pjjj+uWW245pQtMVYWFhXrggQcCnt188811nnfuuecqNjZWxcXFkqT09HR9//33/tdrujImKipKI0eOVGZmpiRp4cKF/j1qWwcgvLSZIhG73a5evXr57xrbsGEDRSIAAAAAgIoCkcSa72tG6KTGpKpzbOda59y24mt9tN0tqV1oQjWzyDib4pOijI4BAACAVmzMmDEaNmyYNm/eLKmi6/7UqVO1du1a9erVq871f/3rX/0FFpXuuuuuZsnaHOx2u9566y1Nnz5db731liTpxIkT+sUvfqE1a9Zo1KhRBieULrzwQg0aNMjfraWkpERTpkzRunXrlJCQUO2a8vJyTZs2TUeOHPE/69Spk66++uo6z7PZbBo1apTS09MlSVu2bPG/VteVMePHj/cXifz3v/895TUA4a9NXDdTKTY21v/xgQMHDEwCAAAAAAAaqszl0dpvs42OAQAAALQ4S5cuDbiCZO/evTr77LM1f/58/fjjj6fMdzgcSk9P15gxY/Tggw8GvHbDDTdo0qRJzZ45mGw2m1auXKnp06f7nxUVFWnixIn+ggcjmUwmvfTSS7LZbP5nX3/9tc466yy99dZbKi//+QpLr9ertWvXaujQofrwww8D9nnxxRcVGVm/zpY1XSlz7rnn1nplTE3rIiMjNXLkyHqdDcBYbapI5PDhw0ZHAAAAAAAAjZRb5JTT7TU6RlC1i4owOgIAAADagAEDBmjZsmWy2+3+Z4WFhbr//vvVp08fpaamatCgQTrvvPPUt29fJSYm6pJLLtEnn3wSsM8FF1ygp59+OtTxg8JqtWr58uWaMWOG/1lJSYkmT558SrGFEYYMGaKnn35aZvPP377NysrS1KlTlZSUpEGDBunss89WUlKSLrroIm3fvj1g/bx58zRx4sR6n1dT14+aikAqDRs2rNoikpEjR9a7QAWAsdrMdTPbtm3TwYMHZTKZJEnJyckGJwIAAAAAALXxOp1y5+b9PC5wKKUkv1F7JZcVBCtWUEVY29TP7wAAAMBAU6dOVZcuXXTVVVdp//79Aa/l5OQoJyenxrVms1m33nqrnnzyyYBuFy2N2WzWSy+9pIiICD333HOSKrqmXHbZZXrrrbc0efJkQ/PdfPPNSkhI0E033aSioiL/86KiolOKQirZ7Xb9/e9/1+zZsxt01llnnaX27dsrPz/w31h1FYlUXkfz/vvvBzznqhmg5WgTRSJOp1O33XabJMnn88lkMumss84yOBUAAAAAAKiO1+HQkTlzVJSxTj6nM+C1ZQZlAgAAAFqD4cOH64cfftDLL7+sZ555Rlu2bJHXW3O3vg4dOujSSy/VPffco/79+4cwafMxmUz65z//KbvdrqeeekpSxfcSr7zySq1cuVJXXHGFofl+/etfa+zYsZo/f75ee+21U4o4KsXFxemKK67QvHnz1KNHjwafYzabNXbsWL399tv+Z1FRURoxYkSdaydMmECRCNCCmXw+n8/oEM0pMzNT99xzj77++mtJFUUi3bp1U1ZWlrHBUG87d+7UGWec4R/v2LFDAwcONDARAAAAgBbn+E/S/w6q/rXbv5ESu4c2Txt2qPiQJr5VfQvk9F+lq3NsZx364x9VuOaDkGWKfutdmTulNdv+eXsPaN2jf6r2tf8z/2l17sfnHwCgdeBruaHhdrv1ww8/BDzr27evrNY28XPBCLKCggJt3LhRhw8f1rFjx+R0OtWuXTt16NBBAwYM0BlnnOHv0o/Q83g82rRpk3744Qfl5OTI6/UqOTlZvXr10siRI1t0VxegLTP6v+Vh/TeGW265pVHrHA6HsrOztW3bNuXl/dyWtrKLyLx584IVEQAAAAAABJHX6VRRxrqQntkpIUoR7aObbX9zLvdyAwAAIDwlJCTooosuMjoGamCxWDRixIh6dfcAgPoK6yKR559/vknViZVNUk7eY+bMmZoxY0aTswEAAAAAgOBz5+adcsVMczLZ7bImJ4XsPAAAAAAAACOZjQ7QnCqLQ3w+n+x2uxYuXKjnnnvO4FQAAAAAACBcxE0YL7PdbnQMAAAAAACAkAjrTiLSz91AGiMxMVFDhgzRpEmTdO211yo5OTmIyQAAAAAATeIqk4qzQ3NW4eHQnIMWw2S3K27CeHVasMDoKAAAAAAAACET1kUiP/zwQ4PXmEwmRUZGKj4+XrGxsc2QCgAAAADQJOWl0urZ0u41krvM6DSthtPjVJ4jz+gYdcouaXxhUNSS5/Xrt/dKksw+KUoW/2uLrxmilLjIeu9laZ8oc0SEiksklTganak+SgrLm3V/AAAAAACA+grrIpHevXsbHQEAAAAAEGyrZ0s73zY6RavhcDs0d8NcZR7IlNPjNDpOszKlpCo/+oQmltrUx22RTSb/a+uWhW+3GEeC+FgAACAASURBVK+nwOgIAAAAAAAAksK8SAQAAAAA0Mq4yio6iCBo5m6Yq/SsdKNjhMzEUpv6u/hyBgAAAAAAQGOYjQ4AAAAAAGhDirPD64oZa6QUm2p0ikZzepzKPJBpdIyQ8bh96uOy1D0RAAAAAAAA1aJIBAAAAADQdvWbJNkijU7RaHmOvFZzxYzdYldSVFKtc5ylnoArZlqDqDib0REAAAAAAEAbQn9WAAAAAEDbY42sKBCZ8rTRSfD/jes6TnaLXeVGBwkxi5XOKAAAAAAAIHQoEgEAAAAAhIeZ6VJ8WmjOik1t0R1EWpMIs13DO47WLf3v1YH8UnkLHDXOzS9uayUkAAAAAAAAwdWiikR27dqlNWvWaMuWLdq/f78KCwvlcDjk8/katI/JZNLu3bubKSUAAAAAoFHi06TE7kanaDWWTVym1JjURq8vK/fo4Q926dMf8lTu8QYxWSCfO07v77Tp/YzPJUkpJflaVsPc+1bv0FR1rPa1828ZoF7dEpopZdMUHcvRyrkvGB0DAAAAAACgZRSJbNy4UXfccYc2bdoU8LyhxSGVTKbWdX8xAAAAAABVpcakqnNs50avv23F1/pou1tSu+CFakZRCRGKT4oyOka1fF661gAAAAAAgPAQ9kUiixcv1h/+8Af5fD5/UUhlkUdjij0aW1gCAAAAAEBbUebyaO232fWaa/O4lFhWFLSzk8sKgrYXAAAAAAAAAoV1kcj777+v2267TVJFQYjJZPIXi1gsFsXHxys6OtrglAAAAAAAtC65RU453bVfMWN3l+vOLW9o+JEdsnvdIUpWs/YxdqMjAAAAAAAAhL2wLhL5wx/+IEn+4pD27dvrjjvu0JQpU9S/f39ZrWEdHwAAAACAVuvOLW9ozKGtRsfws1vNRkcAAAAIieq6rNNFHQCAlsPrPfUHcxpzi0pjhW2VxebNm7Vv3z5/gcjAgQOVkZGhlJQUo6MBAAAAANCm2TwuDT+yw+gYAAAAbZLZfGpxrMfjkc1mMyANAABoKI/Hc8qz6v773lzC9sdstm3bJqmi+tVkMunFF1+kQAQAAAAAAIOtunWEPrrhjNBfMRNh15LZ40N7JgAAQBgymUyyWCwBzxwOh0FpAABAQ5WUlASMrVZrSDuJhG2RSG5urv/jzp07a9iwYQamAQAAAAAAktQxPlKdEqJCfm78heOVlpwQ8nMBAADCUUxMTMC4qKjIoCQAAKChqv53OzY2NqTnh22RSHR0tKSKiti0tDSD0wAAAAAAACOY7HbFT7pEnRYsMDoKAABA2IiLiwsYl5aWqry83KA0AACgvoqLi1VWVhbwLD4+PqQZrCE9rQH69u3r/7igoMDAJAAAAAAAoL66v7pc1tSOQdvPmpwks91eMSihjToAAIB0aicRn8+nAwcOqHv37rJaw/ZbPwAAtGnFxcU6ePBgwDOLxeJvoBEqYfs3hVGjRslut8vpdGrv3r0qLCwMeQUNAAAAALQJrjKpODs0ZxUeDs05MIw1taMiunQ2OgYAAECrZrFYFBcXF9Cuvry8XD/++KPi4+MVHx8vm80mszlsG8oDANDqeb1eeTwelZSUqKio6JQOIpKUkJAgk8kU0lxhWyQSHx+va665Ri+++KLcbrdeeeUVzZ492+hYAAAAANB6lJdKq2dLu9dI7lP/kYrqOT1O5TnyjI4hScouCVFxDwAAAMJOp06dVF5eLqfT6X/m9Xp14sQJnThxwsBkAACgPuLj45WSkhLyc8O2SESSFixYoPfee0+5ubm6//77dfHFF6tPnz5Gxwqq8vJyfffdd8rKytKhQ4dUVFQkl8ul+Ph4dejQQYMGDVL//v1lsViCcp7b7dbGjRu1Y8cOHTt2TBaLRZ06ddI555yjgQMHBuUMAAAAAC3E6tnSzreNTtFiONwOzd0wV5kHMuX0OOte0EZ4zFaVR/zc+bPohEu2yOa5Fqb4BL/vAAAAlSwWi7p27aqsrCy53W6j4wAAgAaIj49XWlpayLuISGFeJJKamqp///vfmjhxovLz8zVu3DgtX75cY8aMMTpak7z55pv66KOPtGHDBn333Xd1/uUtISFB06dP1+23367TTz+9UWcWFxdr4cKFWrJkifLz86ud069fP/3f//t/dcMNNxjyyQgAAAAghFxlFR1EUG9zN8xVela60THChsds067Tr1Veh0HyWiL8zz9/aq+kvcYFAwAAaENsNpu6deum7OxslZSUGB0HAADUwWKxKCEhQSkpKYZ9Tz6si0Qkafjw4frss880depUfffddxo/frzGjh2rqVOnasiQIUpOTlZkZGSD901LS2uGtPVzxx136NChQ/WeX1BQoGeeeUYvvPCC/vKXv+j+++9v0CfM9u3bNWXKFO3bt6/Webt379aNN96o119/Xa+//roSEhLqfQYAAACAFqY4O7yumLFGSrGpRqeokdPjVOaBTKNjhJVdp1+rnJShRscAAABo8+x2u7p16yaXy6WCggIVFBTI5XLJ5/MZHQ0AAEiyWq2KjY1VfHy8oqOjDW/YEPZFIpI0YMAArVu3ThMmTNCuXbu0fv16rV+/vtH7mUymsGu9FhkZqW7duikhIUFer1d5eXnav39/wF/iXC6X5s2bpwMHDuiFF16o1767d+/W+PHjlZcXeF92bGysevXqJYfDoaysLLlcLv9r//nPf3TJJZdo3bp1jSrAAQAAAIAG6zdJsoXvvz/yHHkt6ooZu8WupKikZtvf7fYqr8OgZtsfAAAADWez2ZSUlKSkpCT5fD75fD55vV6jYwEA0GaZTCaZzWbDi0KqahFFIo899pjmz5+vkpISmUymVlH9mpaWpsmTJ+uCCy7QiBEj1LNnT5nN5oA5x48f15tvvqn58+fr4MGD/ucvvviiRo0apZkzZ9Z6htvt1rRp0wIKRNq3b68nnnhC06dPl81mkyTl5+fr8ccf18MPP+z/C+Pnn3+ue+65R4sWLQrWWwYAAACAU1kjKwpEpjxtdJJWZVzXcbJb7M22v6PYE3DFjNEsNrOiE8InDwAAgNFMJpP/G1MAAAAnC/sikWuvvVavvfaavzCk8i82LblQZM2aNTrzzDPrrBhKTEzUzTffrKlTp+rCCy/U119/7X9tzpw5mjFjRq1/wXvxxRe1ffv2gP0+/fRTDRgwIGBe+/bt9eCDD2rAgAG65ppr/M+XLFmi3//+9+rbt29D3yIAAACAlmxmuhQfois6Y1PDuoNIS2O32DWu6zjNP3++0VFCqufgJFltFqNjAAAAAAAAhL2wLhJ5/PHHtWLFCknyF4b4fD516NBBAwcOVIcOHRQdHW1wyoYbNKhhLXkTExO1fPlyDRw40F8cc+TIEW3YsEGjR4+udk15ebkefPDBgGePPfbYKQUiJ7v66qv1wQcfaPny5ZIqOpE88MADevXVVxuUFwAAAEALF58mJXY3OkWLsWziMqXGpDZ5H6fLo/yS8ibtkWjvoAiLXXmFPkmljd7naGFZk3KEisVmVs/BSRp/fX+jowAAAAAAALQIYVsk4nQ6tWDBgoDikLFjx+rBBx/UyJEjjY4Xcv3799c555yjL7/80v9s165dNRaJ/Oc//9GBAwf84x49etR5PY0kf1FIZTHKqlWrtHjxYiUkJDTxHQAAAABA65Qak6rOsZ0bvd5R7tHdb27T+u0HFV1cEMRkTZNSw3PvkcNy5x2vcd2l13dVu9O6NE+oKqITIuggAgAAAAAA0ABhWySyfv16HT9+3H+9zOWXX65Vq1a16fvzevfuHVAkkpeXV+Pc1atXB4xnzpxZ5/U2lWeMGTNG69evlyS5XC6tWbNG06dPb1xoAAAAAECt7n1tk854eZFuOrJDdq/b6Dh1Kl0rHYtsLw3/W7Wvx8TbFJ8UFeJUAAAAAAAAqI+wrbjYtWuXJMnn88lkMmnRokVtukBEksrKAtv9tmvXrsa577//fsD4oosuqvc5v/jFLwLG7733Xr3XAgAAAADqr8zl0YBXFmnMoa0tokAEAAAAAAAALVvYVl04nU5JkslkUp8+fdS5c+Nb97YGPp9PmzdvDnh2zjnnVDs3OztbR48e9Y/tdruGDBlS77POP//8gPHWrVsbkBQAAAAAUF85eYU69/AOo2MAAAAAAACgjQjbIpG0tDT/x7V1zGgrXnzxRR0+fNg/Pv3003XuuedWO7eyC0ulPn36KCIiot5nDRgwIGC8Z88eud38RBsAAAAABJsv/1ir6yBiaZ9odAQAAAAAAADUwGp0gJr07NnT/3Fubq6BSYy3bNky/e53v/OPzWaznnrqKZlMpmrn7969O2DctWvXBp2XnJysyMhI//U25eXl2rdvn/r27dvA5AAAAACAls5jMslptQQ8K7Oa5fUUVDu/pOiETDll1b7WVhXl5xkdAQAAAAAAQFIYF4mMHDlSaWlpOnz4sLKysnTw4EF16dLF6FjN4vvvv9f+/fv9Y5fLpePHj2vHjh1avXq1vv32W/9rERERevbZZzVhwoQa98vJyQkYN+b3LS0tTXv37g3YkyIRAAAAAGg7PCaTvumarOyEGHnN1TQiLXyh2nUr51b/HAAAAAAAAMYL2yIRs9msWbNm6W9/+5sk6fHHH9fjjz9ucKrmsXjxYv3v//5vrXNMJpMmTpyohx9+WIMHD651bnFxccA4JiamwZmqrqm6Z2Pl5OQ0uDPMnj17gnI2AAAAALQkUUueV1rfHoadn/7Kczqy9UvDzgcAAAAAAEDwhW2RiCTde++9Wr16tb755hs99dRTGjNmjKZMmWJ0LENMmzZNf/jDH+osEJFOLeiIjIxs8HlRUVG17tlYixcv1rx584KyFwAAANCmuMqk4uzg7Vd4OHh7oVmYUlIV0aWzIWe7y8u1b+c3hpwNAAAAAACA5hPWRSKRkZFKT0/XpEmTtHXrVk2bNk333nuv7r77bsXGxhodL6TeeOMNvfHGGxo9erRefPFF9enTp8a5ZWWBdz9HREQ0+Dy73R4wdjgcDd4DAAAAQBCUl0qrZ0u710jusrrnA0FQcuK43K5yo2O0elZbhGLaJRodAwAAAAAAtCFhXSSyYsUKSdLvfvc7PfTQQ8rKytKDDz6oJ598UhdffLHOOeccJScnN6pTxtVXXx3suI325JNP6sknn/SPHQ6Hjh07pm3btulf//qXVqxY4S/S+PTTTzVs2DCtXbtWQ4cOrXa/qr8f5eUN/8Ke0+msdU8AAAAAIbJ6trTzbaNTGMLpcSrPkWd0DElSdkkQu7gA/1/voefJ2ogf7AAAAAAAAGissC4Sufbaa2Uymfxjk8kkn8+noqIivfXWW3rrrbcavXc4FYlUFRUVpS5duqhLly6aPHmy/vznP2vatGnaunWrJOnEiRO6/PLLtWPHDrVr1+6U9VW7rFTtLFIfVTuHBKtzy+9+9ztNmzatQWv27Nmjyy+/PCjnAwAAAC2Kq6yig0gb43A7NHfDXGUeyJTT46x7AdDCWG0R6j30PF3829uNjgIAAAAAANqYsC4SqeTz+fzFIicXjVS+Vl+VRSZV9wh3ffr00dq1azVkyBAdOHBAknTo0CE9+uijWrBgwSnzqxZ0lJSUNPjMqmuCVSSSkpKilJSUoOwFAAAAtHrF2aG/YsYaKcWmhvbMKuZumKv0rHRDM4Qjt8uj0oLQXAFTfLzmz7tL75wvWeL0n2d3VPv6lXcNUWwi3ShrE9MukQ4iAAAAAADAEGFfJFJZBNKQYpC69mqJkpKSNG/ePN14443+Z0uXLq22SKRqEcbBgwcbfN7hw4dr3RMAAABAK9VvkmQz7hv8To9TmQcyDTs/HLnKPVr38i7t25Ynj8sbkjO9noIaX/vPCz/JbEmQ2ZJQ7etxHVIUnxTVXNEAAAAAAADQBGFdJPLcc88ZHSGsXHHFFZo1a5a/2OXw4cP66aef1L1794B5/fr1Cxjv37+/Qefk5OQEXFETERGhXr16NTI1AAAAgBbBGllRIDLlaUNj5DnyWtQVM3aLXUlRSc16xrqXd2nPlznNegYAAAAAAADahrAuEpk1a5bREcJKu3bt1L59ex07dsz/7OjRo6cUiZx++ukB4x9//FHl5eWKqGcr2127dgWMe/fuLas1rD9VAAAAgLZnZroUnxa8/WJTDe0g0lKN6zpOdou92fZ3uzzaty2v2fYHAAAAAABA28J3/ls4m812yrOOHTuqY8eOOnr0qCTJ6XTqq6++0ogRI+q154YNGwLGZ511VtODAgAAAAiu+DQpsXvd89BgNrdP7YprnxNhidCITiN0Z49bVX7wUKPP8uVk1/p6aUF5yK6YCQaLzazohPr9gAIAAAAAAABCjyKRFqSoqEj5+fkBz1JTU6udO3nyZL3wwgv+8dq1a+tdJLJ27dqA8aWXXtrApAAAAAAQfMsmLlNqTPX/BgoGX1mZHPMek/uTzyRneR2zHZLW6ZDWNVuelqjn4CRZbRajYwAAAAAAAKAGFIm0IO+//758Pp9/nJycrE6dOlU797LLLgsoEnnppZf017/+VSaTqdYzfvzxR3388cf+sc1m06RJk5qYHAAAAACaLjUmVZ1jOzfb/ofm/lHuteubbf/WzGIzq+fgJI2/vr/RUQAAAAAAAFALikRaCIfDofvvvz/g2S9/+UuZzeZq51988cXq0qWLDh48KEnKysrSSy+9pBtvvLHWcx544IGAQpRf/epXSkhIaGJ6AAAAAAhvXqdTRRktqyvIFXcNUWw7e7PsXXQsRyvnvlDta1feNURxHVICnkUnRNBBBAAAAAAAoAWgSCTE7rnnHk2bNk3Dhg2r95r8/HxdddVV+v777/3PLBaL7rzzzhrX2O12zZkzR7/97W/9z+666y4NHz5cAwYMqHbNihUrtHz58oAz5s2bV++cAAAAANBSuXPz5HM6jY7h5zRbFdO+Q61zYtvZFZ8U1Szn+7yRNZ+bGNls5wIAAAAAAKB5hXWRyOHDh5tt77S0tGbbuzYffvihHn30UZ177rm66qqrNH78eA0cOFA2my1gns/n0+7du7Vq1SotWrRIeXl5Aa/feeedOvPMM2s9a9asWXrqqae0c+dOSdLx48c1evRoPfHEE7r66qtltVb88efn5+uJJ57QQw89FLD+N7/5jU477bSmvmUAAAAACHtOt8foCAG+6HSGJtvtktfoJAAAAAAAAGhNwrpIpEuXLjKZTEHf12Qyye12B33fhti0aZM2bdokSYqIiFDnzp3Vrl07RUREqKioSAcOHFBRUVG1a2fMmKFHHnmkzjNsNptWrVqlUaNGKT8/X1JFQciMGTM0e/Zs9e7dWw6HQ/v27ZPL5QpYe+655+qxxx5r4rsEAAAAgJYhv6Tc6AiSKjqIfNHpDD097P/ohji7ygvCIxcAAAAAAABah7AuEqnk8/mMjtCsysvLtW/fvjrnxcfHa+HChbr11lvrXTzTv39/rVu3TlOmTNFPP/3kf15cXKxt27ZVu+bCCy/UqlWrFBVF+2AAAAAAuGv0bOVGJoTkrOORcXJZbPrloE6KtFlEiQgAAAAAAACCqUUUiTRG1SKKcCk0ee211/Tuu+9q7dq12rRpkwoLC2udbzKZdOaZZ+q6667TjBkzlJyc3OAzBw8erO3bt+vhhx/WM888o+PHj1c7r2/fvrrnnns0a9asZungAgAAAAAtUW5kgnJi2ofkLLvVrF8OSNWjUweH5DwAAAAAAAC0LWFdJHL11Vc3uFihtLRUubm52rJli0pKSiRVFFr06tVLI0aMaI6YDdK/f3/1799f99xzj7xer3744Qft2bNH+/fvV2FhoVwul+Li4pSQkKAePXpoyJAhio+Pb/K5cXFxeuihhzRv3jxt3LhRO3bs0LFjx2SxWNSpUycNGTJEZ555ZhDeIQAAAAC0LouvGaLU03qG5KzkOLsibZaQnAUAAAAAAIC2J6yLRJYvX97otV6vV++++67mzZunrVu3KisrS9dcc43mzZsXxIRNYzab1a9fP/Xr1y9kZ9psNo0aNUqjRo0K2ZkAAABAq+Eqk4qzQ3de4eHQnYUaJcfZ1bV9tNExAAAAAAAAgCYL6yKRpjCbzZoyZYomTZqkWbNmafny5XrwwQfldru1YMECo+MBAAAAaEnKS6XVs6XdayR3mdFpAAAAAAAAAKBRWm2RSCWbzaaXXnpJu3fv1ubNm7Vw4UKNHz9eEyZMMDoaAAAAgJZi9Wxp59tGp2g0p8epPEee0THqJbskhJ1aAAAAAAAAgDam1ReJSJLFYtHf/vY3TZw4UZL05z//WZs3bzY4FQAAAIAWwVVW0UGkBXK4HZq7Ya4yD2TK6XEaHQcAAAAAAACAwcxGBwiVCRMmKC4uTj6fT19//bV2795tdCQAAAAALUFxdvhdMWONlGJT65w2d8NcpWelUyACAAAAAAAAQFIb6SQiVXQT6d69u3bs2CFJ2rhxo/r162dwKgAAAABohH6TJFtkrVOcHqcyD2SGKBAquV0elRaUB22/4hMU+AAAAAAAACB42kyRiCRFRv78RdQjR44YmAQAAAAAGsEaWVEgMuXpOqfmOfJaVQcRu8WupKgko2PUyFXu0bqXd2nftjx5XF6j4wAAAAAAAADValNFIvv37/d/bLW2qbcOAAAAoDnMTJfi00J3XmxqnR1EWqtxXcfJbrHXe77X6ZQ7N6/e83052Y2J5bfu5V3a82VOk/YAAAAAAAAAmlubqZT49NNPlZPz8xfsUlJSDEwDAAAAoFWIT5MSuxudolWzW+wa13Wc5p8/v17zvQ6HjsyZo6KMdfI5Q9NJxe3yaN+2+hekAAAAAAAAAEZpE0Uix48f1+9+9zuZTCb5fD5J0rBhwwxOBQAAAADGWDZxmVJjUo2OUS9JUUkN6iByZM4cFa75oBkTnaq0oDzkV8xYbGZFJ0SE9EwAAAAAAAC0fK26SKSoqEhvvvmmHnjgAR08eFCSZDKZ1L9/f51++ukGpwMAAAAAY6TGpKpzbGejY6jM5VFuUe3dPnLKPZJK67Wfz+lUyUfrgpAs/PUcnCSrzWJ0DAAAAAAAALQwYV0kctFFFzVqncPhUHZ2tvbt2yev1yufz+fvImIymbRw4cIgJwUAAAAA1Jej3KO739ymtd9my+kOXgeOlJJ8LSsP7hUzTrNVMe07BHXPprDYzOo5OEnjr+9vdBQAAAAAAAC0QGFdJPLRRx/JZDI1am3ltTKSAq6ZmTt3rn75y18GJR8AAAAAoOHufnOb3vvmiNEx6uWLTmdosr3+191UdcVdQxTbrvHrq4pOiKCDCAAAAAAAABotrItEmqKyuMTn88nn86ljx4568skn9etf/9rgZAAAAADQdpW5PFr7bbbRMerkNFv1Racz9MTZv9bkJuwT286u+KSooOUCAAAAAAAAmiLsi0RO7ghSXzabTXFxcerevbuGDBmiSZMm6dJLL5XVGvZvFwAAAABatdwiZ1CvmKmvu0bPVm5kQr3nH4+Mk8tik91qVnJc8DqBAAAAAAAAAEYK66oJl8vV4DUmk0lms7kZ0gAAAAAAWqrcyATlxLRv8LpfDEhVJNe7AAAAAAAAoJUI6yIRi4UvxAEAAAAAQs9uNesXA1L16NTBRkcBAAAAAAAAgiasi0QAAAAAtGKuMqk42+gUdSs8bHSCNmPVrSPUMT6y0eu9Rw6rdG3Ne5s7pdV7r+Q4Ox1EAAAAAAAA0OpQJAIAAAAgtMpLpdWzpd1rJHeZ0WkQRjrGR6pr++hGry8vjdKPNbzWKSFKEU3YGwAAAAAAAGgNKBIBAAAAEFqrZ0s73zY6BQAAAAAAAAC0ORSJAAAAAAgdV1lFBxE0mNPjVJ4jr97zs0tawFU+AAAAAAAAAEIqrItEduzYoSuvvNI/fv7553XBBRc0eJ+PP/5YN998syTJZDLpvffeU9++fYOWEwAAAEA9FWe3nitmrJFSbGqzH+NwOzR3w1xlHsiU0+Ns9vMAAAAAAAAAtF5mowPUZsmSJdqzZ4/27Nkjq9XaqAIRSbrgggtkNpv9ez377LNBTgoAAACgzek3SbJFNvsxczfMVXpWOgUiAAAAAAAAAJosrDuJ/Pvf/5ZU0f3juuuua/Q+JpNJ119/ve677z75fD69/fbbevTRR4MVEwAAAEBbYo2sKBCZ8nSzH+X0OJV5ILPZzzGKzeNSYlmRf+w9cljlpVGN3s+dfTQYsQAAAAAAAIBWK2yLRL777jsdOXLEP77sssuatN+UKVN03333SZKysrKUlZWlHj16NGlPAAAAAEE0M12KTzM6Rd1iU0PSQUSS8hx5Qe8gYrfYlRSVFNQ9G5zBXa47t7yh4Ud2yO51+5+XrpV+NDBXJbfLo9KC8nrPLz5BlxcAAAAAAAC0DGFbJLJz507/x7GxsRo4cGCT9hswYIBiY2NVXFwsSdq+fTtFIgAAAEA4iU+TErsbnaLVG9d1nOwWu6EZ7tzyhsYc2mpohuq4yj1a9/Iu7duWJ4/La3QcAAAAAAAAIOjMRgeoyaFDhyRVXBXTtWvXJu9nMpnUrVs3/3j//v1N3hMAAAAAWgq7xa6JPSZq/vnzDc3hczo1/MgOQzPUZN3Lu7TnyxwKRAAAAAAAANBqhW0nkcqOH5IUFxcXlD1P3qeoqKiWmQAAAAAQ3pZNXKbUmNR6z0+KSjK8g4gk+fKPBVwxEwomu13W5Nqv2HG7PNq3LS9EiQAAAAAAAABjhG2RSGxsrP/jEydOBGXPgoIC/8cRERFB2RMAAAAAjJAak6rOsZ2NjtEixE0YL7O99gKZ0oLyoHcQsdjMik7g354AAAAAAAAIH2FbJJKcnCxJ8vl8OnjwoNxut6zWxsd1uVwBV8xU7g8AAAAAbV2Zy6PcImdIzsotciomJCdVdBCJmzBenRYsCNGJgXoOTpLVZjHkbAAAAAAAAKA6YVsk0rt3b//HpaWl+uSTTzR+/PhG7/fJJ5+otLTUP+7evXuT8gEAAABAPmSrlQAAIABJREFUS+co9+juN7dp7bfZcrqD20WjJikl+VpWw2tRS55XWt8eQTvLmpxUZweR5mCxmdVzcJLGX98/5GcDAAAAAAAAtQnbIpGhQ4cqISFBhYWFkqSFCxc2qUhk4cKF/o+jo6M1YsSIJmcEAAAAgJbs7je36b1vjhgdw8+UkqqILuF3hc4Vdw1RbLv6F5tEJ0TQQQQAAAAAAABhyWx0gJqYzWZNnDhRPp9PPp9PGRkZWrRoUaP2WrRokTIyMmQymWQymXTxxRfLZrMFOTEAAAAAtBxlLo/WfpttdIwWIbadXfFJUfX+RYEIAAAAAAAAwlXYFolI0n333ecv7PD5fPrjH/+o+fPny+utXxtkr9erefPm6Y9//KN/D5PJpPvuu6+ZkwMAAABAeMstcobsipn6ah8TYXQEAAAAAAAAoFUL6yKRgQMH6qabbvIXd1QWfQwYMED/+Mc/tGfPnmrX7dmzR4sWLdKAAQMCikpMJpNuuOEGnXXWWaF8GwAAAACAerBb6cABAAAAAAAANCer0QHq8tRTT2nnzp367LPP/N1Avv/+e91xxx264447FB8fr+TkZMXGxqq4uFi5ubkqLCyUJPl8Pknyrxs9erSWLFli5NsBAAAAWhdXmVTcgCtLCg83XxYAAAAAAAAAQK3CvkjEZrPp/fff13XXXaf33ntPJpNJ0s8FIAUFBSooKKh27clzL7/8ci1dulQ2my00wQEAAIDWrLxUWj1b2r1GcpcZnQZBturWEeoYH9kse3uPHFbp2mbZGgAAAAAAAEAdwr5IRJISEhL0zjvv6Omnn9bChQt16NAhST8XgVTH5/PJ5/Opa9eumjNnjm655ZZQxQUAAABav9WzpZ1vG50CzaRjfKS6to9ulr3LS6P0Y7PsDAAAAAAAAKAuLaJIpNLs2bN1yy236M0339SHH36oTz/9VFlZWfJ6vf45ZrNZvXr10ujRozVx4kRdeeWVsli41xoAAAAIGldZRQcRAAAAAAAAAECL0qKKRKSK62emT5+u6dOnS6roGHLixAkVFRUpLi5O7dq1q7XDCAAAAIAmKs4O/hUz1kgpNjW4e9bA6XEqz5EXkrOaKrsk2+gIAAAAAAAAAFqRFlckUpXJZFJiYqISExONjgIAAACgsfpNkmyRzXqEw+3Q3A1zlXkgU06Ps1nPCjdep1Pu3MDCGG+BQykl+dXPP3JY5aVRzZLFnX20WfYFAAAAAAAAULcWXyQCAAAAoAWzRlYUiEx5utmPmrthrtKz0pv9nHDidTh0ZM4cFWWsk895amHMshrWla6VfmzeaAAAAAAAAAAMQJEIAAAAgOCZmS7Fp9V/fmxqs3cQkSqumMk8kNns54SbI3PmqHDNB0bHAAD8P/buPDzK8t7/+OeZJZM9JGSBhIARLUupeAQXtKhBsRStS49IxVSsdlFxqVX4taI5Fcu51C6iB7dTbYt7laJUiyhLrBykFtsjVokogsoSkgwhIctk1uf3B4eRQCYkk5l5Jsn7dV1cnXnu5/7eHyx/KHz53gAAAAAAJAmaRAAAAADETnaxlDvC6hRHcHvc/eqKGZfdpfy0/C7fCXm9al6zNu5ZgjaHfCnZManV3OiXM9UTk1o91dLYf359AAAAAAAAAJFY0iSyd+9eDR482IqjI0rGTAAAAADQmfLScrnsri7fCdS7O71iJlaCNqeqR1fIPfgEhewpMam5YfE2SdtiUgsAAAAAAADAkWxWHDpy5EgtXLhQbW1tVhzfQVtbm+6++26NHDnS6igAAAAA0CWX3aVpx0zTgjMWWB1F1aMrVFc4MWYNIgAAAAAAAADiz5JJIvv371dlZaUWLVqkG264QTfccEPCp3js3btX//Vf/6WHHnpIDQ0NCT0bAAAAQPJYMm2JijKKrI7RLflp+UedIJIIQZtD7sEnWB0DAAAAAAAAQA9Z0iRy0N69e7VgwQLdd999mjFjhr7//e/r61//elzPXLdunR5//HEtXbpU7e3tkiTTNGUYRlzPBQAAAJCcijKKVJJZYnWMo2r3B1XX5JXUvYmMoSZPxLW0Rx6XO22Qrn/mn52uv3jtJA3NSYu4v7nRr9DigXEtjN1pU3oO01IAAAAAAADQP1jSJFJVVaUbb7xRH3zwgUzTlMfj0VNPPaWnnnpKI0aM0CWXXKKLLrpIkyZNktPp7NVZfr9fGzZs0Msvv6yXXnpJX3zxhaQDjSEHfe1rX9ODDz7Yq3MAAAAAIB48vqDmLt2kVZtr5Q2Eur2vsLVBSyKsXbZsm+oy8qSMvE7XbUOLlZKXHrG2M9UjaWA0iZSNz5fDabc6BgAAAAAAABATljSJnHXWWXrvvff02GOPaeHChdq9e7ekA40bn332mRYtWqRFixYpNTVVp556qiZOnKhx48Zp1KhRGjZsmIYMGSK7veNv0gWDQdXU1Gjnzp3asmWL/vWvf+kf//iH/v73v3eYGHKo4uJi3XHHHfrhD38om82WmJ88AAAAAPTA3KWb9Or7NVbHGHDsTpvKxudrypVjrI4CAAAAAAAAxIxl183YbDZdd911uvrqq/Xwww/r/vvv186dO8PrByeM/PWvf9Vf//rXI/a7XC6lpaXJNE21t7fL6/V2es7BxpBDr5MZNmyYbr31Vl177bVyuay/zxsAAAAAOtPuD2rV5lqrY/TIJbedpMxBff+/s9JzUpggAgAAAAAAgH7HsiaRg1wul2655RbddNNNWrp0qR555BGtW7fuiPcOnwLS3t4enhDSmUObQg4688wzdd111+nSSy89YhIJAAAAACSb+mZvj66YiQWXw6aCrOibPDIHuZSdnxbDRAAAAAAAAABixfImkYPsdrtmzpypmTNnaseOHXruuef06quv6m9/+5sCgUCHdztrAJE6NpKYpimHw6HTTjtN559/vi6//HINHz48rj8HAAAAIG787VJLkkyU2L/b6gTooaBhyOv4slE+PdiqLH/n/zl4znGF8u5zq/NZjQe07GtXKNjU6Vrz3jqZodTexEUSaG5wWx0BAAAAAAAAcZA0TSKHKi0t1bx58zRv3jw1Nzdrw4YN+sc//qH3339f27dv144dO9TU1CSPxyNJSktL06BBg1RaWqpjjjlGJ5xwgiZMmKBJkyYpKyvL4p8NAAAA0Au+Nmn5HGnLCikQeZIe0JmgYej90gLV5mQoZLOFn39r76uRN+2UHl8V/ZnPVz4R/WYAAAAAAAAAcZWUTSKHysrK0nnnnafzzjvP6igAAABA4i2fI324zOoUSEIvXjtJQ7IjT+wI1ezW+i0FqsmlcR4AAAAAAADAAUnfJAIAAAAMWP72AxNEgE4MyU5VaV56xPW2JodqczISmAgAAAAAAABAsqNJBAAAAEhWLbV964oZR6qUWWR1CkuFvF4F6t2xq9fkUWFrQ+drNbvla0uLuHf/9q0drpgBYsHhTFHGoFyrYwAAAAAAACBKNIkAAAAAiI1R0yVn5OtPYskb9Mrt6X4zRm1rbRzTSCGPRzXz56t5zVqZXm9May+J8LxtlfRpF/vanA5p7IiYZgFGTjxVjpQUq2MAAAAAAAAgSjSJAAAAAOgdR+qBBpGLHor7UZ6AR5XrK1W1o0reYGybMXqjZv587V/xmtUxgLhxOFM0cuKp+sZ1N1sdBQAAAAAAAL1AkwgAAADQF31vpZRdbHWKAzKLEjZBpHJ9pVZ+tjIhZ3VXyOtV85q1VsfokX+fM1e5o0dHvb9lX7uW/eqfna59+7aTlJmbmF8PSJyMQblMEAEAAAAAAOgHaBIBAAAA+qLsYil3YF0l4g16VbWjyuoYRwjUu2N+xUy85Rx7rHIKi6Leb9g8stlzOl3LGlyo7Py0qGsDAAAAAAAAiB+b1QEAAAAAoDvcHnfMr5hx2V3KT8uPac2+wMZECAAAAAAAAGBAYpIIAAAAgAGrvLRcLrvL6hgJ17KvXYbNE/3+xr41OQUAAAAAAADAATSJAAAAABhwXHaXykvLteCMBXE9Z8QzT8tRNCTq/TVNHs14dEOnay9eO0lDcyJf67K/wS0tnN/p2rJf/TPidTEAAAAAAAAA+i+aRAAAAAD0eUumLVFRRlG3389Py0/IBBFH0RClDCuJer8tvU11GXmdrw0tVkpeesS9zhT+cw8AAAAAAABAR/yuIQAAAIA+ryijSCWZ0Tdj9EfBQNDqCAAAAAAAAACSDE0iAAAAAHCIdn9Q9c3ebr8favJEXKtp8siW3hZ1lj3726Pe62n2R703WnanTek5KQk/FwAAAAAAAED30CQCAAAAAJI8vqDmLt2kVZtr5Q2Eur2vsLVBSyKszXh0Q8TrYvqjsvH5cjjtVscAAAAAAAAAEAFNIgAAAAAgae7STXr1/RqrY/RJdqdNZePzNeXKMVZHAQAAAAAAANAFmkQAAAAADHjt/qBWba61OkbCfOOH4zSkbFjM6qXnpDBBBAAAAAAAAOgDaBIBAAAAYsXfLrXEsNFg/+7Y1UKX6pu9Pbpixmouh00FWa6o92dkpyg7Py2GiQAAAAAAAAD0BUndJLJ795e/KV5QUCCn0xl1Lb/fr/r6+vD34uLiXmUDAAAAwnxt0vI50pYVUqDd6jQYAKaOLVIqkzsAAAAAAAAA9FBSN4kMGzZMhmFIklatWqUpU6ZEXeutt97SeeedJ0kyDEOBQCAmGQEAAAAtnyN9uMzqFBgAXA6bpo4t0i8vHW91FAAAAAAAAAB9UFI3iUiSaZrhRpFY1AIAAABiyt9+YIIIkkrI61Wg3t3995s8Kmxt6HTt4StO6vJqF7OuVp5Vna+9eO0k2YbGbophQZaLCSIAAAAAAAAAopb0TSKxahABAAAA4qKlNvFXzDhSpcyixJ7ZR4Q8HtXMn6/mNWtler092rsk0sIqqS3KPENz0pSSlx7lbgAAAAAAAACIraRvEgEAAABwmFHTJWeq1SmOyhv0yu3p/jSPo6ltrT3qOzXz52v/itdidiYAAAAAAAAA9CcDpkmkvf3Lv92Zmpr8v6EOAAAAHMGReqBB5KKHrE7SJU/Ao8r1laraUSVvsGfTPHoj5PWqec3ahJ0HAAAAAAAAAH3NgGkS2bZtW/hzdna2hUkAAAAwYHxvpZRdHLt6mUV9YoJI5fpKrfxsZcLPDdS7e3zFTDwZLpccBflWxwAAAAAAAACAsAHRJBIKhfTUU09JkgzD0PHHH29xIgAAAAwI2cVS7girUySUN+hV1Y4qq2MkhaxzpsjmclkdAwAAAAAAAADCLG8SefbZZ7v13po1a7Rnz55u1zVNU21tbdq+fbuWL1+ujz76KLx26qmn9jgnAAAAgKNze9wJvWJGklx2l/LT8qVGd0LPjcRwuZR1zhQNXbjQ6igAAAAAAAAA0IHlTSIVFRUyDCPiummakqR77rkn6jNM0wyfYRiGvvvd70ZdCwAAAEByKS8tl8vukq+Ld0Y887QcRUMirtc0eTTj0Q2drr147SQNzUnrVpZAICRfSrZsKSlqaZXU6unWvnho3d/VPxEAAAAAAAAAA5HlTSIHHWwGiXY9EsMwZBhGeP9PfvITnXDCCVHVAgAAAJA8XHaXykvLteCMBUd911E0RCnDSiKu29LbVJeR1/na0GKl5KV3Wd/vC2rtk9XavsmtoD901DyJEAo2WR0BAAAAAAAAQJJJiiaRaBtAelL7q1/9qm699VZdddVVcTsLAAAAQGRLpi1RUUZRzOrlp+XLZXfFrF5vrH2yWlvfrbM6BgAAAAAAAAB0yfImkd/+9redPjdNUz/84Q/D18TccsstGjNmTLfr2mw2ZWRkKC8vT1/96lc1dOjQmOQFAAAAEJ2ijCKVZEae5tFXBfxBbd/ktjoGAAAAAAAAAByV5U0i11xzTcS1H/7wh+HP06dP15QpUxIRCQAAAAC6ra3JlzRXzHRXWpbT6ggAAAAAAAAALGB5k8jRxPMqGgAAAAB9U7s/qPpmb4dnoSZPxPdrmjyypbdFXN+zvz1m2foCu8NudQQAAAAAAAAAFkjqJpFPPvkk/LmkpP+NpQYAAADQMx5fUHOXbtKqzbXyBjpO7yhsbdCSCPtmPLpBdRl58Q8IAAAAAAAAAEksqZtERo4caXUEAAAADDT+dqmltvvv798dvyw4wtylm/Tq+zVWx+i2S247SZmDXJac3by3Ts9XPmHJ2QAAAAAAAACSU1I3iQAAAAAJ42uTls+RtqyQAgPr6pG+ot0f1KrNPWjgSQKZg1zKzk+z5GwzlGrJuQAAAAAAAACSF00iAAAAgHSgQeTDZVan6HNCXq8C9e4vv7ftUUGj2fm7u/fIlx79WbVNHuU0uSOuF7Q3RV88ApfDpoIsayaBAAAAAAAAAECs9ckmEa/Xq927d6upqUkej0em2flvQnfl9NNPj0MyAAAA9En+9gMTRNBtIY9HNfPnq3nNWpleb4e1hyLsaXmkQi29PHdJL/f31NSxRUp12hN8KgAAAAAAAADER59pEvn444/1xBNP6LXXXtNHH32kYDAYdS3DMBQIBGKYDgAAAH1aS23sr5hxpEqZRbGtmURq5s/X/hWvWR0jblwOm6aOLdIvLx1vdRQAAAAAAAAAiJmkbxLx+/362c9+pgceeEChUCiqqSEAAABAwo2aLjlTrU4RFyGvV81r1lodo0devHaSbEOLu/1+QZaLCSIAAAAAAAAA+p2kbhIJBoO67LLL9Oc//zncHGIYhiTRLAIAAIDk5Eg90CByUaRLV5KPN+iV2+Pu9vuh3XuOuGImmRkul0qPK5XN5bI6CgAAAAAAAABYKqmbRBYvXqzly5fLMAwZhiHTNGWapsaOHasTTzxRhYWFysjIsDomAAAA+rPvrZSyuz+BQplFfWaCiCfgUeX6SlXtqJI32P2mj4JGU32nBUbKOmcKDSIAAAAAAAAAoCRuEgmFQlq4cGG4OUSSzj33XN1///366le/anE6AAAADBjZxVLuCKtTxEXl+kqt/Gyl1THixnC5lHXOFA1duNDqKAAAAAAAAACQFJK2SeSdd96R2+0OTxH55je/qT//+c+y2WxWRwMAAAD6PG/Qq6odVTGve2eFXQ1Zna8t+eYSFaUPibp2TZNHMx7d0Onai9dO0tCctA7PHAX5TBABAAAAAAAAgEMkbZPI5s2bJUmmacowDC1atIgGEQAAACBG3B53j66Y6a6GLKl+kHHEc5fdpcKR45Rij75pw5beprqMvM7XhhYrJS896toAAAAAAAAAMBAkbddFfX19+PMxxxyj4447zsI0AAAAAHqjvLRcrl40iAAAAAAAAAAAei9pJ4k4nU5JkmEYKiwstDgNAAAAgGi47C6Vl5ZrwRkLrI4SFvAH1dbki1m9lsbYT2QBAAAAAAAAgHhI2iaRY445Jvy5sbHRuiAAAADAALNk2hIVZRRFXA/t3qOWRyo63/vNJbIVDwl/z0/LT5oJIn5fUGufrNb2TW4F/SGr4wAAAAAAAABAwiVtk8jkyZNls9kUCoX02Wefqa2tTenp3DEOAAAAxFtRRpFKMksirvvSpZZIe9OHKKWLvVZa+2S1tr5bZ3UMAAAAAAAAALCMzeoAkRQWFuqCCy6QJPl8Pi1btsziRAAAAAD6qoA/qO2b3FbHAAAAAAAAAABLJe0kEUm677779MYbb8jr9eqOO+7Q9OnTlZeXZ3UsAAAAoF+rafQo5GuLuB5q8kTe2+SRLT3y3t7Ys7896r1tTb6EXzFjd9qUnpOS0DMBAAAAAAAAoCtJ3STyla98Rb///e9VUVGhHTt2aPr06XrppZc0dOhQq6MBAAAA/daMxzbI9Eduzi5sbdCSSHsf3aC6DBq7JalsfL4cTrvVMQAAAAAAAAAgLKmbRCRp5syZSktL01VXXaWNGzdq3LhxmjNnji677DKNGzfO6ngAAACwgr9daqmNXb39u2NXCwOe3WlT2fh8TblyjNVRAAAAAAAAAKCDpG4S+cpXvhL+bLPZZJqm9u3bp4ULF2rhwoVKTU3V4MGDlZqa2qO6hmFoy5YtsY4LAACAePO1ScvnSFtWSIHorx4ZaEJerwL17g7P2vfvUkGj2en76a2NMv2R6xW0N8UynuUuue0kZQ5yxaxeek4KE0QAAAAAAAAAJKWkbhLZunWrDMOQaZoyDEOGYUiSTPPAb2Z7PB7t3Lmzx3UP1gEAAEAfs3yO9OEyq1P0GSGPRzXz56t5zVqZXu8R6w9F3PlwPGPFnMthU0FW9E0emYNcys5Pi2EiAAAAAAAAAEhOSd0kctDhTR29afI42GACAACAPsbffmCCCLqtZv587V/xmtUx4m7q2CKlMrkDAAAAAAAAAI4qqZtEiouLmfoBAACAA1pqE3/FjCNVyixK7JkxEvJ61bxmrdUx4srlsGnq2CL98tLxVkcBAAAAAAAAgD4hqZtEorlKBgAAAIiZUdMlZ6rVKaISqHd3esVMXKW4tPT2C2S4or/6pScKslxMEAEAAAAAAACAHkjqJhEAAAAg1ryG5LYfpbHA7pKOLZfOmS+17EpMsBgLte1J+JnZ505RydDchJ8LAAAAAAAAAOgemkQAAADQ931vpZRd3OUrnkC7Kt97QFV73pE35Dt6zfZ/Sa9cEqOAiVfQaOqhBJ1luFzKOmeKhi5cmKATAQAAAAAAAADRoEkEAAAAfV92sZQ7ostXKv86Vyt3r0tQoOR2Z4VdDVmR1395xmP62pBjul3PUZAvW4KumAEAAAAAAAAARI8mEYuZpqnPPvtM//rXv7Rz5041NjbK5XIpNzdXxx9/vE4++WSlpqbG9Mzm5matX79eH3/8sfbv36+0tDSNGDFCp59+uoqLu/4buAAAAH2RN+hV1Y4qq2MkjYYsqX6QEXHdHFKklGElCUwEAAAAAAAAAEiEPt8k4vF41NTUpFAopIKCAjmdTqsjHdW+ffv08ssva+XKlVq7dq3cbnfEd51Op84//3z9+Mc/1llnndWrc7dv367Kykq98MIL8vmOHLFuGIbOOuss3XXXXTrzzDN7dRYAAEAycXvc8ga9VsfoE8yQQ7muwVbHAAAAAAAAAADEgc3qAD311ltv6eabb9ZJJ52k9PR0ZWZmqqSkRKWlpVq3rvPx4e+9957efvttvf3229q8eXOCE3c0Z84cDRkyRFdffbVeeOGFLhtEJMnv9+vll1/W2WefrdmzZ2v//v1RnfvCCy9o3LhxevrppzttEJEOTDV58803dfbZZ+unP/2pTNOM6iwAAAD0XYHmsUqxc3UMAAAAAAAAAPRHfWaSyMaNG3X99dfrn//8Z/jZoU0MhhF5XPbTTz+t+++/X5KUk5OjmpoauSy6M/2dd97ptEnDbrdr6NChKioqkt/v1+eff66mpqYO7zz55JP66KOPtGbNGmVmZnb7zBdffFGXX365QqFQh+cFBQUqLS1VXV2ddu3aFf7naZqm7r33Xnm93vA/NwAAAPRvZsihQPNYtddcanUUAAAAAAAAAECc9IkmkcWLF+vWW29VIBCQaZoyDCPc0HDo50huvvlmPfjggwoEAmpqatKyZct0+eWXJyJ6lwYNGqRZs2bp/PPP1+TJk5WVlRVeCwaDWrdunSorKztMSPn73/+uq666SkuXLu3WGZ9++qm+973vdWgQGT9+vO6//36Vl5eHn23ZskW33367li1bFn62aNEiTZ48Wd/+9rd789MEAABIakumLVFRRpHVMWIutHuPWh6p6HRtyTeXqDY9RzMe2xB+ZgayJDOxVzcG/EG1NXU+5S7WWhq5bggAAAAAAAAAkr5JZMmSJbrpppskfTktxGaz6cQTT9Tw4cP10ksvHbVGaWmpysvLtWrVKknS8uXLLW0SOeaYY3THHXdo1qxZSktL6/Qdu92us88+W1VVVbr++uv13//93+G1P/3pT6qqqurQ5BHJnXfeqdbW1vD3k08+WatXr1Z2dnaH90aNGqWlS5fq2muv7XDWvHnzdOGFF8rhSPpfKgAAAFEpyihSSWaJ1TFizpcutURYK0ofIqXnyvTnJTTTQX5fUGufrNb2TW4F/aGjbwAAAAAAAAAAxITN6gBd+eKLL3TttdfKMIxwg8gtt9yimpoabdy4UX/6058kdX3VzEH//u//LunAVSpr1qyJX+ijuOuuu7RlyxZdc801ERtEDmW32/Xwww9r4sSJHZ4//vjjR9374Ycf6o9//GP4e0pKipYsWXJEg8hBhmHogQce0PHHHx9+9umnn+r3v//9Uc8CAAAAumvtk9Xa+m4dDSIAAAAAAAAAkGBJ3SRSWVkpr9cbvk7mqaee0q9//Wvl5+f3uNbkyZPDnxsaGrRt27aY5eyJ888/XykpKT3aY7fbNW/evA7PXn/99aPu+93vftfhmpnvfOc7GjNmTJd7UlNT9dOf/rTDs+40pAAAAADdEfAHtX2T2+oYAAAAAAAAADAgJe0dIj6fT3/605/CU0J+8IMfaNasWVHXGzVqlNLS0uTxeCRJ1dXVOvbYY2OSNREObXKRpL1796qtrU3p6ekR9/z5z3/u8P2aa67p1lkzZ87UTTfdFL6mZuPGjdq9e7eKi4t7mBoAAPR7/nappTYxZ+3fnZhz4qjdH1R9s7fTNdPrldmwN2ZnmXWR/3+pafKoLnD0qXbx0NbkS6oJInanTek5PWviBgAAAAAAAIC+KmmbRN5+++1wk4JhGJo7d26v6tlsNhUXF+vTTz+VJO3cubPXGRMpNzf3iGdNTU0Rm0S2bNmirVu3hr9nZGTo9NNP79ZZB99dtWqVpANX9PzlL3/RD37wgyiSAwCAfsnXJi2fI21ZIQXarU6T9Dy+oOYu3aRVm2vlDXRskHAFfLrlf1/QaTUfyBUKJCTPjEc3qC4jLyFnJbuy8flyOO1WxwAAAAAAAACAhEja62a2b98e/lxSUqKRI0f2uuagQYPCn/fv39/reom0a9euI54NHjw44vvvvfdeh++nnHKKHI7u9wSdccYZXdYDAAAkbwpzAAAgAElEQVQD3PI50ofLaBDpprlLN+nV92uOaBCRpFv+9wWdteu9hDWI4AC706bjJhZqypVdX8cIAAAAAAAAAP1J0k4Sqa+vl3RgisjQoUNjXj8USp4R192xbt26Dt9HjBihlJTIY7Grq6s7fB87dmyPzjv8/cPrAQCAAczffmCCCLql3R/Uqs2dX/3iDPp1Ws0HCU6UvC657SRlDnIl5Kz0nBQmiAAAAAAAAAAYcJK2SeTQBgifzxeTmg0NDeHPXU3hSEa/+93vOnyfPn16l+9v2bKlw/fS0tIenXf4+4fXAwAAA1hLbXJNEHGkSplFVqeIqL7Z2+kEEUnKbW9O+AQRr82hfalZEdddDpsKshLTqGGaAZmh1i+/B5tkhlITcnbrvoQcY6nmBrfVEQAAAAAAAAAkmaRtEiksLJQkmabZ6VUrPdXU1KTPP/9chmFIkgoKCnpdM1FWrFiht956q8Ozq666qss9dXV1Hb4PGzasR2eWlJR0+H5wsgsAAEDSGTVdciamsaA/+NvQcfLbnRHXp44tUmqcJ2yYpl/+1jcU8m+VFAw/f77yibieCwAAAAAAAAADXdI2iYwcOTL8ee/evdqyZYtGjRoVdb3XX389fMWMYRg6+eSTe50xERoaGvSjH/2ow7OLL75Yp5xySpf7WlpaOnzPyMjo0bmHv+/3++X1euVy9e5vldbV1fW44WTr1q29OhMAAPRTjtQDDSIXPWR1kj7Ba3Pob0PH6f5/u6zTdZfDpqlji/TLS8fHPcuBBhEm1QEAAAAAAABAoiVtk8jJJ5+s3NxcNTY2SpJ++9vf6le/+lXU9X7961+HPx9//PEqLi7udcZ4C4VCqqio0M6dO8PPcnJy9OCDDx517+FNIqmpPfvbtWlpaZ3W7G2TyMMPP6y77rqrVzUAAEAS+95KKTv+/57lDfrkttslp0vy7Tvwowu1rbVxzxSNh684SVrV+VraI4/LKIzdNToZeYN1vsul8yOsF2S54j5BRJICft//TRABAAAAAAAAACRa0jaJ2Gw2XXTRRfrDH/4gSXrooYd05ZVX6oQTTuhxrf/8z//Uxo0bJR2YIlJRURHLqHEzd+5cvfbaax2ePfbYYyotLT3q3vb29g7fU1JSenR2Z80gHo+nRzUAAMAAlF0s5Y6IW3lPwKPK9ZWq2lElb9Abt3MSpSDLpbYIa8XHH6OUYSURVvsuz/5GHXrFDBLP4UxRxqBcq2MAAAAAAAAAsIDN6gBdqaysVEpKigzDkNfr1Te+8Q29++673d4fCoV055136s4775RhGJIOTOK46aab4hU5Zh588EH95je/6fBs3rx5mjlzZrf2Hz45xOfz9eh8r/fIP3Tp6TQSAACAWKtcX6mVn63sFw0igFVGTjxVjh42kQMAAAAAAADoH5J2kogkHXPMMbr99tv185//XIZhqLa2VpMmTVJFRYW++93vasKECZIk0zRlGIZM01RjY6O2bt2qtWvX6tFHH9Xnn38u0zQlHZgicv/99ys7O9vKn9ZRPfvss/rxj3/c4dlVV12le+65p9s1MjMzO3w/fLLI0XQ2NeTwmtG4/vrrNWPGjB7t2bp1qy6++OJenw0AAPo2b9Crqh1VVscA+iyHM0UjJ56qb1x3s9VRAAAAAAAAAFgkqZtEpAPTRD755BM988wzMgxDwWBQTz75pJ588skO75mmqfPOO++IZ5LCDSQ33nijZs+enbDs0Xj11Vc1e/bscHZJ+va3v63HH388PA2lOw5v6Ghtbe1RjsPfdzgcMZkkUlhYqMLCwl7XAQAAA4/b4475BBGX3aX8tPyY1kT0vnXLAhUd2/+u2EkWGYNymSACAAAAAAAADHBJ3yQiSUuWLNHw4cN17733hp8d2gBy+LODDjaHGIahBQsWaP78+YkJHKWqqirNmDFDgUAg/Gzq1Kl67rnnZLfbe1Tr8EaMnTt39mj/rl27OnwvKCjo0X4AAIC+oLy0XC67y+oY+D8ZuYOVU1hkdQwAAAAAAAAA6LdsVgfoDpvNpoULF6qqqkrl5eVHNIMcZBjGEU0jkydPVlVVVdI3iLzzzju68MILO1wLc/rpp+ull15SShR/22/UqFEdvn/xxRc92n/4+6NHj+5xBgAAgGTlsrs07ZhpWnDGAqujAAAAAAAAAACQMH1ikshBkydP1urVq/XBBx/otdde07p161RdXa29e/eqqalJaWlpys/PV1lZmcrLyzVt2jSdcsopVsc+qvfff1/f/OY31dLSEn72b//2b1qxYoUyMjKiqnl4U8fmzZt7tL+6urrLegAAAMlkybQlKsro/gSK/LR8JogAAAAAAAAAAAacPtUkctC4ceM0btw4zZ071+oovbZlyxZNnTpV+/btCz8bM2aMXn/9deXk5ERd98QTT+zwfePGjQoEAnI4uvd/+fr167usBwAAkEyKMopUkllidYxeCdoc8qVkh783N/rlTPVYmCg+Wvf7rI4AAAAAAAAAAANWn2wS6S8+//xznXvuuaqrqws/Kysr06pVq1RQUNCr2qNHj9bIkSP16aefSpJaW1v19ttv68wzzzzq3tbWVm3YsCH83TAMXXDBBb3KAwAAgM4FbU5Vj66Qe/AJCtm/vGZww+JtkrZZFyxOQsEmqyMAAAAAAAAAwIBlszrAQFVTU6NzzjlHO3fuDD8rKSnRmjVrVFISm78Fe+GFF3b4/sQTT3Rr3x//+McOV99MnDhRxcXFMckEAADQn4W8Xvl27urwI1SzW4WtDZ3+MOtqVT26QnWFEzs0iAAAAAAAAAAAEA9MErFAQ0ODpk6dGp7yIUkFBQVatWqVysrKYnbO1VdfrUWLFsk0TUnS888/r5/+9KcaM2ZMxD3t7e265557Ojy75pprYpYJAABYwN8utdTGrt7+3bGr1U+EPB7VzJ+v5jVrZXq9R6wvibCvZY1D7jN+Gd9wAAAAAAAAAAD8n6RvEtm9+8s/hMjJyVFGRkaPa7S2tqqp6cux1lZOxWhubta0adP04Ycfhp8NGjRIb7zxRpfNG9EYN26cLrvsMv3xj3+UJPl8Ps2ePVurV69Wdnb2Ee+bpqkf//jH+uSTT8LPjj32WF199dUxzQUAABLE1yYtnyNtWSEF2q1OE1c1jR6FfG2Wnd9+588UWPNGj/f5UrKZIHKItCyn1REAAAAAAAAAoF9L6iaR119/XdOnTw9///vf/64JEyb0uE51dbVOPfXU8PeqqiqdeeaZMcnYUxdeeKE2btzY4dlPfvITud1urV69uke1JkyYoNzc3C7f+cUvfqFXXnlFbW0H/tBk48aNOvPMM7Vo0SKdffbZ4fc+/vhj/exnP9OyZcs67L/nnnvkdPKb9QAA9EnL50gfLjv6e/3AjMc2yPTnWXK2M+jXi1Vr5bLk9P7F7rBbHQEAAAAAAAAA+rWkbhL57W9/G74qpby8PKoGEUmaOHGiJk+erLfeekuS9Pjjj1vWJPLmm28e8ayysjKqWlVVVR0aPTpz3HHH6YknntCsWbPC/yw3bdqk8vJyFRQUaPjw4aqrq9POnTvD6wfdeOONmjFjRlTZAACAxfztByaIIO5y25vlCgWsjgEAAAAAAAAAwFElbZOI3+/XG2+8IcMwJEmXX355r+pVVFSEm0RWrFgh0zTDtfu773znOzJNU9dcc408Hk/4eX19verr6zvdc9ttt+m+++5LVEQAABBrLbWJv2LGkSplFsWtvNcfjFvtZHTJbScpc1D/m0/SvLdOz1c+YXUMAAAAAAAAABiQkrZJZNOmTWppaZEkGYahadOm9areofv37dunDz/8UOPGjetVzb7k8ssv16mnnqo777xTL774ovx+f6fvnXnmmVqwYIHOOuusBCcEAAB93qjpkjM1buUbWn1xq52MMge5lJ2fZnWMmDND8fs1AgAAAAAAAADoWtI2iXz00Ufhz/n5+Ro2bFiv6g0bNkwFBQXhyRmbN2+2pEnk8CtdEunYY4/VM888o0ceeUT/8z//o08++UTNzc1KTU3V8OHDdcYZZ6ikpMSyfAAAoI9ypB5oELnoIauTJJ3bJs9RfWpOp2vnjCnUbWeO0obF2xKcCgAAAAAAAAAwUCVtk8jBZg7DMDR06NCY1Bw6dGi47p49e2JSsy/Kzs7W9OnTrY4BAACs8r2VUnZxTEp5gz657XbJ6ZJ8+w78iBO3py5uteOlPjVHdRl5HZ65HDZNHVukykvHy7/fJ4kmEQAAAAAAAABAYiRtk4jH4wl/Tk2NzUjqQ+u0trbGpCYAAECfk10s5Y7oVQlPwKPK9ZWq2lElb9Abo2DRe/iKkzSusMySs0M1u9W2qvO1F6+dJNvQjg05BVkupTrtkqTOLwAEAAAAAAAAACA+krZJJDc3N/zZ7XbHpOahdTIzM2NSEwAAYCCqXF+plZ+ttDpGWEGmS6V56Zac7WtL06cR1obmpCnFolwAAAAAAAAAABzOZnWASAoKCiRJpmnqiy++0P79+3tVr6mpSZ9//rkMw+hQHwAAAD3jDXpVtaPK6hgAAAAAAAAAAKCHkrZJ5Gtf+5okyTAMBYNBvfrqq72q98orrygYDMo0TUnS6NGje50RAABgIHJ73ElxxcxBZsihXNdgq2MAAAAAAAAAAJD0krZJZNSoURo2bJikA9NE7rrrLgUCgahq+f1+3X333eEpIoWFhTrxxBNjlhUAAADWCTSPVYrdZXUMAAAAAAAAAACSXtI2iUjSzJkzZZqmDMPQ1q1bNXv27KjqzJ49W5988km41mWXXRbjpAAAAEg0M+SQv+kEtddcanUUAAAAAAAAAAD6BIfVAbry//7f/9Ojjz6qtrY2maap559/XrW1tXriiSc0YsSIo+7/7LPPdM011+jNN9+UYRgyTVNpaWm6/fbbE5AeAABg4FkybYmKMoriUrum0aMZj20IfzcDWZLpjMtZAAAAAAAAAAD0R0ndJJKfn697771XN9xwQ7jJY+3atTr++ON1wQUXaPr06Zo4caIKCwuVmZmplpYW1dXV6d1339WKFSv06quvKhgMyjRNSZJhGLrnnntUVBSfP7gAAAAY6IoyilSSWRKX2iFfm0x/Xu/reL0K1LtjkOiAQO2emNUCAAAAAAAAACCekrpJRJKuv/56bd68WQ8//LAMw5AkBQIBLV++XMuXL+9y78HrZQ42mNx444264YYbEhEbAAAASSbk8ahm/nw1r1kr0+uNqkbQ5pAvJfvIhdTOm1eaG/1ypnoi1mtpjC4HAAAAAAAAAADRSPomEUlavHixysrK9LOf/UyBQCDcLHJwQkhnDm0OcTqduu+++3TzzTcnKjIAAEDi+NulltqOz/bvtiZLEquZP1/7V7wW1d6gzanq0RVyDz5BIXtKt/dtWLxN0raozgQAAAAAAAAAINb6RJOIJN16660699xztXDhQi1btkyhUCi8drBpRPqyccQ0Tdntds2YMUO33367xo0bl/DMAAAAceVrk5bPkbaskALtVqdJaiGvV81r1ka9v3p0heoKJ8YwEQAAAAAAAAAAiddnmkQkafz48XrhhRe0a9curV69WuvWrdOnn36qhoYGNTc3KysrS3l5eTr++OM1efJknXvuuRo6dKjVsQEAAOJj+Rzpw2U93ra7qV1Bsy3qY2vbIl+fUtPoUcgXfe2u7NkffSNMoN7dqytm3INPiPpsAAAAAAAAAACSRZ9qEjmopKREs2fP1uzZs62OAgAAYA1/u8wtK2Qc/c0jXPbYBu00t0Z9tOFsUOZxna/NeGyDTH9e1LWTkS8lu0dXzMSC3WlTek5izwQAAAAAAAAA9H82qwMAAAAgCi21MqK4YqbddKrezIlDIMRS2fh8OZx2q2MAAAAAAAAAAPqZpJ0k8tprr+k//uM/wt/vvfdelZeXW5gIAAAgeXgDIbmi2LcqNEFeMaHiUCOeeVqOoiER15sb/dqweFtCstidNpWNz9eUK8ck5DwAAAAAAAAAwMCStE0iH3zwgd59911JUlpamiZNmmRxIgAAgOSxt9Wn4h683246tSo0QXP9P4pbJqu4HDYVZEXTMnOAo2iIUoaVRFx3pnokdd4kcsltJylzUPRnHy49J4UJIgAAAAAAAACAuEnaJhHDMML/O3z4cKWmplqcCAAAoG+41FupPRrc4Vm9mdNvJ4hMHVukVIsaKzIHuZSdn2bJ2QAAAAAAAAAA9FTSNokUF3/5d2OzsrIsTAIAANC37NFg7TQLrI4Rdy6HTVPHFumXl463OgoAAAAAAAAAAH1C0jaJjBgxIvx5z549FiYBAADoWx6adZLySo6LSS1f0Kt93r0dnrk9dZr7dufvv/ijSSpK78lFONEryHJZNkEEAAAAAAAAAIC+KGmbRCZNmqTCwkLV1dVp165d2r59u8rKyqyOBQAAkPQKslwqzkvvVQ1PwKPK9ZWq2lElb9Db7X1DB6WpJLN3ZwMAAAAAAAAAgPiwWR0gEpvNpiuuuCL8/YEHHrAwDQAAwMBSub5SKz9b2aMGEQAAAAAAAAAAkNyStklEkubPn68hQ4bINE09/PDDeuWVV6yOBAAA0O95g15V7aiyOgYAAAAAAAAAAIixpG4SycvL06uvvqr8/HwFAgHNmDFDP//5z9XW1mZ1NAAAgH7L7XFHNUHEZXcpPy0/DokAAAAAAAAAAEAsOKwO0JW3335bkrRo0SLdeuutqq2t1d133637779f3/rWt3TKKaeorKxM2dnZcjqdPap9+umnxyMyAADAgFVeWi6X3WV1DAAAAAAAAAAAEEFSN4l8/etfl2EY4e+GYcg0TTU3N+u5557Tc889F1VdwzAUCARiFRMAAGBAc9ldKi8t14IzFsSsZsjrVaDeHbN6gdo9MasFAAAAAAAAAEBfldRNIgeZphluFjm0acQ0TasiAQAADEhLpi1RUUZRh2f5afkxmyAS8nhUM3++mteslent+ZU3AAAAAAAAAAAgsqRvEjnYCEJDCAAAgPWKMopUklkSt/o18+dr/4rX4lYfAAAAAAAAAICBLKmbRObPn291BAAAMND426WWWqtTHJW9ZbfVEY4q4A+qrcnX7fdDPp/q/ud/ZabmxTHVkZob/XKmeiKutzQy0QQAAAAAAAAA0D8kdZPI3XffbXUEAAAwUPjapOVzpC0rpEC71WmOqujor1jG7wtq7ZPV2r7JraA/1LPNJ90Zn1Bd2LB4m6RtCT8XAAAAAAAAAIBES+omEQAAgIRZPkf6cJnVKfqFtU9Wa+u7dVbHAAAAAAAAAAAAh7FZHQAAAMBy/vYDE0TQawF/UNs3ua2OAQAAAAAAAAAAOkGTCAAAQEttn7hipjvaTaeC6QWWnd/W5Ov5FTN9lN1pU3pOitUxAAAAAAAAAADoNppEAAAA+pFVoQmSI9XqGANC2fh8OZx2q2MAAAAAAAAAANBtDqsDROv9999XdXW1Ghoa1NTUpFAopIqKCg0fPtzqaAAAoI/xBkJyWR2il9pNp1aFJmiu/0daZXWYfs7utKlsfL6mXDnG6igAAAAAAAAAAPRIn2oS+eCDD/Sb3/xGL7/8spqamo5YP+200zptEvnVr36ljz/+WJI0fPhw3XHHHXHPCgAA+o69rT4VR1i71FupPRqc0DzRqDdz5FWKXA6bCrKSs+XlkttOUuagyNn8e2r1ecUVna6NePoZOYcUxStaj6TnpDBBBAAAAAAAAADQJ/WJJhG/36/bbrtNixcvliSZpnnEO4ZhRNyfn5+vefPmyTAMGYahK6+8kokjAACgW/ZosHaaBVbH6LapY4uUmqQNDJmDXMrOT4u47mt3Kq29odO1rEFOpXSxFwAAAAAAAAAAHF3SN4l4PB5NnTpVGzZskGmaRzSDGIbRadPIoa644grNmzdPbrdbkvT000/r9ttvj1tmAACAHjP8MhzNUW9Psds0+fh83TItX7tadvUqSm1rba/2AwAAAAAAAACA5JT0TSJXXHGF3n777XBziGEYuuCCC3TeeeeptLRUF1988VFrOJ1OXXzxxXr88cclSStXrqRJBAAAdMtDs05SXslxcavfHmjXok1362971skX8vaq1jsB6eJXYhQMAAAAAAAAAAD0O0ndJPKXv/xFL7/8crhBZOTIkVq6dKnGjx/f4b2urpo56MILL9Tjjz8u0zT1zjvvyOPxKC2NkeUAAKBrBVkuFeelx63+3L/+h97avTpu9QEAAAAAAAAAAA6yWR2gK3fffbckyTRNFRYW6s033zyiQaS7Tj755PDnQCCg6urqmGQEAACIljfoVdWOKqtjAAAAAAAAAACAASJpJ4nU1tZq48aN4SkhCxYsUElJSdT1ioqKVFBQoPr6eknSli1bdNJJJ8UkKwAAQDTcHre8wd5dMRNvzoCpQS0HPqfYU5TT4JWvcVfE9/2N/shre2rla3dGXA/U7ok6JwAAAAAAAAAAOLqkbRJZv369TNOUJDmdTs2aNavXNfPz88NNIm63u9f1AAAA+qsUv6nr/hLSyZ+YSgkcfOrRjsXnd7nPk5onnXZ3p2ufV1yhtPaG2AYFAAAAAAAAAADdlrRNIrW1tZIkwzB03HHHKSMjo9c1s7Ozw59bWlp6XQ8AAKC/uu4vIZ1RbVodAwAAAAAAAAAAxFDSNok0NjaGPx/a3NEbbW1t4c+pqakxqQkAABAPS6YtUVFGkSVnm16fmn9zsSSfJecDAAAAAAAAAID4SNomkdzc3PDn/fv3x6RmTU1N+HN+fn5MagIAgCj526WWWqtTSJLsLbutjnCEoowilWSWWHK2r3GXmr3J0yBiuFxyFPDvbgAAAAAAAAAA9FbSNokUFhZKkkzT1LZt2+T3++V0OqOut3XrVrnd7vD30tLSXmcEAABR8LVJy+dIW1ZIgXar00iSrJnXge7KOmeKbC6X1TEAAAAAAAAAAOjzkrZJZOLEieHPPp9Pa9eu1Te+8Y2o6z377LPhzykpKTrttNN6lQ8AAERp+Rzpw2VWp0A3BW0O+VK6f/Wf15V79Je6yXC5lHXOFA1duDBmNQEAAAAAAAAAGMiStklk+PDhGjNmjD766CNJ0n333Rd1k0htba0efPBBGYYhSTrjjDOUmpoas6wAAKCb/O0HJogg6QVtTlWPrpB78AkK2VNiUnPE088oa1D3J8M5CvKZIAIAAAAAAAAAQAzZrA7Qle9///syTVOmaerNN9/Uvffe2+MaLS0tmjFjhhoaGmSapiTp5ptvjnVUAADQHS21SXPFTHe0m04F0wusjmGJ6tEVqiucGLMGEUlyDilSyrCSbv+gQQQAAAAAAAAAgNhK6iaROXPmaPjw4TIMQ6Zp6vbbb9fNN9+slpaWbu1fs2aNTjvtNK1fv16GYcgwDE2YMEHf+ta34pwcAAD0B6tCEyTHwJs+FgiE5B58gtUxAAAAAAAAAABAjCXtdTOSlJKSoueee07nnHOOvF6vTNPU4sWL9Yc//EEXXXSRJkyYIEkyTVOGYWjlypV6//33tXXrVq1du1ZbtmwJr5mmqdzcXD333HMW/6wAAECyazedWhWaoLn+H2mV1WEs4GkJxnSCiCTZnTal58S2JgAAAAAAAAAA6JmkbhKRpEmTJunZZ5/VrFmz5PV6JUnNzc165pln9Mwzz4TfM01Tv/71rzt8lxRuEMnKytKLL76okSNHJvYnAAAAuud7K6Xs4ojL3kBI33zgLfmCZtyj1Js58oqGhlgqG58vh9Pe4VnA51Nr4z6LEsEqzQ1uqyMAAAAAAAAAwICV9E0iknTxxRfrnXfe0cyZM/XRRx/JMIzw2qGfD20MOfjcNE2NHj1ay5Yt0+jRoxMbHAAAdF92sZQ7IuJyXUObtgXyExhIcjlsKshyJfTM/sbutKlsfL6mXDkm/MzvbdfrjzygT999RwG/z8J0AAAAAAAAAAAMLH2iSUSSvva1r+n999/X888/rwceeED/+Mc/Ir57sFlk9OjRmjt3rq688krZ7faI7wMAAHRm6tgipTr5d4hDfevKUg36yrBuv5+ek3LEBJHXH3lAWzasi3U0AAAAAAAAAABwFH2mSUSSHA6HKioqVFFRofr6eq1bt07V1dXau3evGhsblZ6ervz8fJWVlam8vFzDhw+3OjIAAOiDXA6bpo4t0i8vHd/huTfoldsTu6syaltrY1YrUTKyncrOT4t6f8Dn06fvvhPDRAAAAAAAAAAAoLv6VJPIoQoKCvTtb3/b6hgAACAJvHjtJA3JTo1ZvYIsV4cJIp6AR5XrK1W1o0reoDdm5wxErY37uGIGnXI4U5QxKNfqGAAAAAAAAADQr/XZJhEAAICDhmSnqjQvPW71K9dXauVnK+NWH4A0cuKpcqSkWB0DAAAAAAAAAPo1mkQAAAC64A16VbWjKu7nOAOmBrV8+T20e4988et76VLAXW/NwRiQHM4UjZx4qr5x3c1WRwEAAAAAAACAfi/pmkQ2b96sN954Q//617/kdrsVCAQ0ePBglZWVacqUKfr6178uu91+9EIAAAAx4Pa443rFTIrf1HV/CenkT0ylBL583vJIhVoib4srT2qedNrdCT935l33KisvP+HnwloZg3KZIAIAAAAAAAAACZI0TSIffPCBbr31Vq1evTriO7/4xS9UVlamhQsXaubMmQlMBwAAEB/X/SWkM6pNq2Mkhay8fOUUFlkdAwAAAAAAAACAfstmdQBJWrlypU4//XStXr1apmmGfxx06LNt27Zp1qxZmjdvnoWJAQAAes8ZMHXyJzSIAAAAAACA/8/evUfZXdb34v/sPXvPLTO5McmEhBAj9HDxHOGg/hCoHAn1xpEGKqircFCP/opif8vTc6AsmjYWlVUt9XJaET1Wa1zSqlAL5wjSAgmlAsUb4Dkm5TRCuCWZzJBMMpc9e/bt9wc6OMmeMJc9+zuz5/Vay2We7/N9nucd/iBZa948XwCA+kj8JpGdO3fGJZdcEsPDwxERkUqlIiKOKG7jiTEAACAASURBVIr88vkv5z796U/HiSeeGL/zO79T38AAAL+w5a1bonvR9G++KO/eG4M3Xl7DRLOvafmypCMAAAAAAADTlHhJ5EMf+lAMDw+PK4ek0+k4/fTT45WvfGVks9nYvXt3/PCHP4xcLhepVCpSqVRUKpW4+uqr45JLLonly5cn/LsAgAZVGIkY7Kndfod2126vOaB7UXes6Vgz7fWj7RGDNcxTD+nm5qQjAAAAAAAA05RoSWTHjh1x3333jZU+IiIuu+yy+OQnPxlr1oz/gUsul4s///M/j82bN0exWIyIiKGhodiyZUv83u/9Xt2zA0BDGx2OuOPDEU/cFVEcSToNAAAAAAAANZBoSeTWW28d+3UqlYqPfOQj8ZnPfKbqu21tbXHttdfGqaeeGhdddNHYzSN/+7d/qyQCALV2x4cjfvadpFM0lGKhFMMHR8c9K/QXItda/Ua0NZ/7XGS6VtQj2hGGDhUivv5sImcDAAAAAACzJ9GSyA9/+MOIePETM8cdd1z86Z/+6cuuufDCC+Nd73pXfPOb34yIiEcffTTK5XKk0+lZzQoAC0Zh5MUbRKiJwmgptn59Rzz1eF+UCuUjX3j9x6sv/OZARAzMajYAAAAAAGBhSbRZsWPHjoh48RaRd7/73ZHJTK6z8t73vnfs1yMjI7Fr165ZSAcAC9RgT/0/MZNpjejoru+ZdbL16zti54/2VS+IAAAAAAAA1FGiN4kcOHBg7NdnnHHGpNe95jWvGTfu7++vWSYAoP6G178lXhgoR8TwhO/sPVTn4koNFAuleOrxvqRjAAAAAAAARETCJZGDBw9GKpWKiIhjjjlm0uuWLVsWETG2dmDAVewAMB+NVLJxT/k1cc3/vihG/ve2pOPU3PDB0Ya6QaQpm472Jc1JxwAAAAAAAKYp0ZJIuVweK3o0NTVNel06Pf4rOaVSqaa5AIAJvO/uiMWrj/rK5v/5s9j6L/smtV1vZUnkQ+lgvlh/WldkspP/OxsAAAAAADC3JFoSAQDmmcWrI5atm3B6pFCKb/3r9shXVtQxFLOtKZuO9ad1xYYrTkk6CgAAAAAAMANKIgBAzfQO5CNfrO/nVVoy6VjR2VLXM2vh4qvPiJaR/nj68suqzq/7xi2RXdVd51TVtS9pdoMIAAAAAAA0ACURAGDuSRUilRmY1KtvOHllvJDfG5GfnSg9Qz2zsm/H0pZoHclG28j+qvOdS7PR3NU2K2cDAAAAAAAL05wpiTz++OORyUwvznTWnnvuudM6CwCYRanRaD32tsh0bo9UujipJY8UI976t7WLkC1WYung+GcTfTynvHtvjLZPvFehvzDx3N6eyORfmHpAAAAAAACAaZoTJZFKpRJXX331tNZFxJTXplKpKBYn94MnAKA2bv3gWbFqcetR3/nkjzfFA7t/WqdE4zUXKvGhO8vxun+tRPMk/5owePPlMXiU+Vzr8ojXf7zq3NOXXzbhLSIAAAAAAACzYU6URFKp1FjhYyprfmmqawGA+lu1uDXWLp/42o18KR+P9PxTHRON96E7y3HODn+nAAAAAAAAGtecKIlEjC99zOZahRIAmJv6cn2RL+UTOTtbrMTr/tXfEQAAAAAAgMaWaEnk+OOPn1E5BACgFpYOxqQ/MVMPqZaWyKzoSjoGAAAAAADQYBItiezatSvJ4wEA5qTO8zdEuqUl6RgAAAAAAECDmTOfmwEAElAYiRjsGf/s0O5kshzFlrduie5F3bO2f3n33hi8+fJZ23+yUi0t0Xn+hjj2hhuSjgIAAAAAADQgJREAWIhGhyPu+HDEE3dFFEeSTvOyuhd1x5qONbO2/2h7xOAEc+tu+UZkuldNa9+B/kI8/Pknq+/7jVuic2l23LPMii43iAAAAAAAALNGSQQAFqI7Phzxs+8knWJeyHSviubjpldQybbmIqJ6SSS7qjuau9pmkAwAAAAAAGBq0kkHAADqrDDy4g0iAAAAAAAALChuEgGAhWawZ3qfmMm0RnR01z5PjRULpRg+ODqlNYX+QuRal1edG+gv/OJGkKkb7M9Pax0AAAAAAMBsUBIBACbnpAsisq1Jp5hQYbQUW7++I556vC9KhfLUN3j9x6s+fvjzT8ZEn4wBAAAAAACYT5REAICjy7S+WBDZeFPSSY5q69d3xM4f7Us6BgAAAAAAwJylJAIAvOR9d0csXj02zBfLsa+y5MWiyGBExPBRl+89NI3P2NRAsVCKpx7vS+RsAAAAAACA+UJJBAB4yeLVEcvWRW60FNfc9njcs70n8sVpfLqlzoYPjk7vEzMJacqmo31Jc9IxAAAAAACABUZJBAA4wjW3PR7f/emepGM0rPWndUUm25R0DAAAAAAAYIFREgEAxhkplOKe7T1Jx2hITdl0rD+tKzZccUrSUQAAAAAAgAVISQQA5rl8KR99ub7JLxjuichMcIvFcE/sGSrEaKovUtna5IuIaG5KRyHVF88PTnx7Rs/Q5Isp5Xw+ir0v/Z4L/YUJ373wirWxaPHRfzPFvt54/r/8l6pz675xS2RXdU8629G0L2l2gwgAAAAAAJAYJREAmKdyxVxsfnBzbHt2W+RL+aktXrum+vN73x8RER0nzjBcFRv/5ydnvEc5l4s9mzbFwH1bo5J/6feca10e8fqPV13Td9V7Y2hk/8vu3TbB886l2WjummgWAAAAAABg/lASAYB5avODm+PuXXcnHaOu9mzaFIfu+l7SMQAAAAAAAOaldNIBAICpy5fyse3ZbUnHqKtyPh8D921NOgYAAAAAAMC8pSQCAPNQX65v6p+Ymadamlqiq60rir194z4xUw+plpbIrOiq65kAAAAAAACzRUkEAJjTzlt7XrQ0tSRyduf5GyLdkszZAAAAAAAAtZZJOgAAQDUtTS1x3trz4mPnfKzuZ6daWqLz/A1x7A031P1sAAAAAACA2aIkAgBzQWEkYrBn8u8PT/zulnM+Fd1tR/lEykBPxG3vqT73vrtjT2V5XPqlh6tO33rlWXHs0rbJ55yBrrauSd8gsuZzn4v45kDVuXXfuCU6l2andHZmRZcbRAAAAAAAgIajJAIASRodjrjjwxFP3BVRHJn8ukxTxNo1Vae6v3l5rCmWppenvTvKlRVRKSyvvnf76ljT0T69vWdRpmtFRFQviWRXdUdzV32KLQAAAAAAAHOZkggAJOmOD0f87DtJpwAAAAAAAGABSCcdAAAWrMLIizeIAAAAAAAAQB0oiQBAUgZ7pvaJmdmWaY3o6E46BQAAAAAAALPE52YAgBeddEFEtjUihsceNVUiFpVTY+PhAyNx6FfG9VToL0SudXnVuaFDhTqnAQAAAAAAmH+URABgocu0vlgQ2XjTS48qEW8dzsaJhabIxkulkHtvfCyJhC95/cerP//6s/XNAQAAAAAAMA8piQDAXPS+uyMWrx4b5ovleGFodGzcM7Iv4pGrqi7tueSOSLWunPRRpfYVLxZFBiMihmPvoZF463A2Tin4awIAAAAAAEAj8dMfAJiLFq+OWLYucqOluOa2x+Oe7T2RL5bHplPZ/dFxYvWl77hlV1QKh6Zw2M5xo6ZKxP9XaJ1GaAAAAAAAAOYyJREAmMOuue3x+O5P99T1zEXl1LhPzMxnTdl0tC9pTjoGAAAAAADAnJBOOgAAUN1IoRT3bO9JOsa8tv60rshkm5KOAQAAAAAAMCe4SQQAaiRfykdfrm/yC4Z7IjITFBiGe2LPUCFGU32Ryh45nc5M5XMyC09TNh3rT+uKDVecknQUAAAAAACAOUNJBABmKFfMxeYHN8e2Z7dFvpSf2uK1a6o/v/f9ERHRceIMw9XYxVefER1LW476zt5PfCIG77+/PoF+Yd03bonsqu6xcfuSZjeIAAAAAAAAHEZJBABmaPODm+PuXXcnHaMuOpa2xOKutgnny/l8lLfdGW35KZZlZqhzaTaaj5ILAAAAAAAAJREAmJF8KR/bnt2WdIxxbr3yrOhuXz3t9cMHRuLeGx+b1tpib19U6lwQSbW0RGZFV13PBAAAAAAAmI+URABgBvpyfVP/xMwsamlqiX937NpoaTr6J2GO5lA5VcNEs6/z/A2Rbpn+7xcAAAAAAGChUBIBgAZy3trzZlQQmU9SLS3Ref6GOPaGG5KOAgAAAAAAMC8oiSwwIyMj8dBDD8W//Mu/xIEDB6K5uTmOO+64OPPMM+OVr3xl0vEAklcYiRjsmfz7w1N4dxa1NLXEeWvPi4+d87Gko0xo3S3fiEz3qprtl1nR5QYRAAAAAACAKVASSdjzzz8fP/jBD+KRRx6JH/zgB/GjH/0oBgYGxubXrVsXu3btmvE5vb29cf3118fXvva1GBoaqvrOa17zmvijP/qj2Lhx44zPA5h3Rocj7vhwxBN3RRRHJr8u0xSxdk3VqS27e6K7VJxenvfdHXsqy+PSLz1cdfrWK8+KY5e2jY272rrm/A0ime5V0Xxc9X9WAAAAAAAAzD4lkQQ8+OCD8elPfzoeeeSR2L1796yfd//998ell14afX19R33vxz/+cVx00UVxxRVXxJe//OVobm6e9WwAc8YdH4742XdqumV3qRhriqXpLW7vjnJlRVQKy6vv3b461nS0zyAdAAAAAAAAC42SSAJ++MMfxt/93d/V5azvf//7ccEFF0Qulxv3fOnSpbF+/fo4cOBAPPvss1EqvfRDzK9//esxODgYt912W6RSqbrkBEhUYeTFG0QAAAAAAACggaWTDsB4HR0dNdvrwIED8a53vWtcQWTdunVx++23x/79++MnP/lJPPXUU7Fr16648sorx639zne+E5/97GdrlgVgThvsmdonZmZbpjWiozvpFAAAAAAAADQYJZEEdXZ2xhvf+Ma45ppr4tZbb41du3bF//pf/6tm+994443jPmezfv36eOihh2Ljxo3jbgg57rjj4otf/GLccMMN49Z/7GMfiwMHDtQsDwCTdNIFEdnWpFMAAAAAAADQYHxuJgEXXnhhvPnNb46TTz450unxPZ2nnnqqJmf09vbGX/zFX4x79uUvfzlWr1494Zrrrrsu/v7v/z4eeOCBiIg4ePBg/Nmf/dkR5REAZkmm9cWCyMabkk4CAAAAAABAA1ISScAJJ5ww62d885vfjMHBwbHxueeeG+eff/5R16RSqfjoRz867r2vfvWr8YlPfGLczSMAC8r77o5YPHHBLoZ7Iu59/8Rr26fw2ZiO7glvEGmqRCwqv/Tv4uEDI3GoPDv/bh7sz8/KvgAAAAAAACRLSaRB3XHHHePG73//BD/APMx5550X69evH7vRZO/evfHP//zPcdZZZ9U8I8C8sHh1xLJ1E89nj/JH6ZI1ER1rZnR8phLx1uFsnFhoimy8VAq598bHZrQvAAAAAAAAC4+SSAMaHBwc+2TML735zW+e1NpUKhW/8Ru/EV/+8pfHnn33u99VEgGIiJFCKXoHxt+y0TOcG/t1tliJpS9d4hR7/2VXFNtyMV29A/m46FAl1lfmzh/Xhb09MTqSnXC+2LO3jmkAAAAAAACYirnzUydq5mc/+1kUCoWx8fr162PVqlWTXn/OOeeMK4k89pj/Wh1Y2HKjpbjmtsfjnu09kS+Wx82lsvtj+bpKfOjOcrzuXyvRXPyVyZs/EMMzOLc1nYkTzrkxyk0z2KTGnr78smgb2Z90DAAAAAAAAKZBSaQB7dixY9z41FNPndL6w98/fD+Aheaa2x6P7/50z4TzH7qzHOfsqNT83NHmxVFuan7Z9yqVYlTKQzU//3DpciFKlaEYPtondo7i0P6+yDb7q8dCN7C/L+kIAAAAAACwYPlJTQN64oknxo3Xrl07pfWHv//000/HyMhItLa2zjgbwHyTL5bjnu09E85nS8V43b/WviAyGZVKIQpD/xDlws6IKNXlzAdOPm76i2/YVLsgAAAAAAAATJmSSAPat2/fuPFxx03tB3rd3d2RyWSiWHzxmwnlcjleeOGFWLNmTU2y9fb2TmnNzp07Z3wusHDkS/noy03xpoLhnohM9W+69LzwXIym+iKVrb70mJG94z8xU0cvFkSeePkXAQAAAAAAIJREGtLg4OC48aJFi6a0PpVKRVtbWwwMDEy453R94QtfiOuvv74mewH8qlwxF5sf3Bzbnt0W+VJ+6husnaAI98hV0XHixMva+pO5ReT0xz4TP1hbiUinEjkfAAAAAACA+SeddABq7/BCx3Q+E9PW1nbUPQHmms0Pbo67d909vYLIfFQ8GGUFERpIJtsci5YuSzoGAAAAAAA0NDeJNKCRkZFx4+bm5inv0dLSMm6cy+VmlAlgNuVL+dj27LakYxwh99lPxjHHv2r6GxwqRmzZXXVqzec+F/EXH53+3jDHnPDaMyMzjb+zAAAAAAAAk6ck0oAOvzlkdHR0ynvk8+P/S/zp3EZSzVVXXRWXXnrplNbs3LkzLrroopqcDzSmvlzfnLxB5N+86t9Fx/GvnPb6Q325iKheEsmu6Jr2vjCXZLLNccJrz4y3fOgjSUcBAAAAAICGpyTSgDo6OsaND79ZZDIOvznk8D2na+XKlbFy5cqa7AUw1zWnW17+pVnwrus/FZ3LlUiYHxYtXeYGEQAAAAAAqBMlkQZ0eKFjaGhoSusrlcqslUQAmH2dy7tiycrupGMAAAAAAAAwxyiJNKDDb+p47rnnprS+p6cnisXi2DidTkdXl/8iHZiftuzuie5S8eVfnEDPJXfEO27ZVXXu1ivPiu7hgzF48+XT3h8AAAAAAADqRUmkAZ100knjxs8888yU1h/+/rp166K1tXXGuQBmTSE/4VR3qRhriqVpb51qXRmVwqHqe7evju5oi8Fp7w4AAAAAAAD1k046ALV38sknjxtv3759Sut37Nhx1P0A5pzhvtnZN9MapfYVs7M3AAAAAAAA1JmSSAN61ateFdlsdmy8a9eu2LNnz6TXP/jgg+PGp59+es2yAcwrJ10QkXGTEgAAAAAAAI1BSaQBdXZ2xrnnnjvu2T333DOptZVKJe69995xzy688MKaZQOYFzKtEa/6rYiNNyWdBAAAAAAAAGomk3QAZsdv/uZvxn333Tc2/spXvhJXXHHFy67btm1bPPXUU2Pj7u7uOPPMM2clI0BdXLIlovvVU1vT0R2R/eUNIsM1jwQAAAAAAABJUBJpUO9+97vjD/7gD2JoaCgiIh544IHYunVrbNiwYcI1lUolrr/++nHP3ve+90U67cIZYG4p5/NR7O17adzTGyv6K9XfHUrH6NAU/7gbeuGl9QdzsXJof/W99+yO4sjBsXEpnYnR5sVj44H+QmRbc1M7+1cM9uenvRYAAAAAAAAOpyTSoFauXBm/+7u/G5/61KfGnn3gAx+I73//+7F69eqqa/7kT/4kHnjggbHxkiVL4pprrpn1rACTVc7lYs+mTTFw39ao5McXKCb6MMzgzVfH4AzP3TLB8+F7Ip6OiFI6GztOvjz6jnl1lJuax+Yf/vyTEfHkDE8HAAAAAACA2lASSciDDz4YudyR/3X5448/Pm48MjIS9957b9U9Vq9eHaeeeuqEZ/z+7/9+bNmyJfbu3RsREU899VScffbZ8ed//udx4YUXRiqVioiI5557Lj7xiU/El770pXHrN23aFMuXL5/S7wtgNu3ZtCkO3fW9pGMcYcfJl8e+la9NOgYAAAAAAAAclZJIQi677LJ4+umnX/a9np6eeNOb3lR17j3veU987Wtfm3Dt8uXL41vf+la85S1viZGRkYiIePrpp2Pjxo2xdOnSWL9+ffT398czzzwTpVJp3NqNGzfG1VdfPfnfEMAsK+fzMXDf1qRjHKGUzkTfMa9OOgYAAAAAAAC8rHTSAZhd5557btx5551H3AjS398fjz76aDz11FNHFER++7d/O771rW+N3TQCMBcUe/uO+MTMXDDavHjcJ2bqoSmbjrbObF3PBAAAAAAAYP5zk8gCsGHDhti+fXtcf/31sWXLlhgeHq763r//9/8+/vAP/zB+67d+q84JgUaUL+WjL9dXs/3Kw3trttd8t/60rmjKNCUdAwAAAAAAgHlGSSQhu3btqut53d3d8YUvfCE+/elPx0MPPRQ7duyI/v7+aG5ujjVr1sSZZ54ZJ554Yl0zAY0pV8zF5gc3x7Znt0W+VLubP1b0V+Kmmu02PzVl07H+tK7YcMUpMdxfuwIOAAAAAAAAC4OSyALT1tYW559/fpx//vlJRwEa1OYHN8fdu+6u65l/dHlT7O+sPrfl1z8V5daT4tIvPlyTs1oy6fj1X+uK6952SrRmm2KgvxAPf/7Jqu9efPUZ0bG0pSbnRkS0L2mOTNYNIgAAAAAAAEyPkggANZMv5WPbs9vqfu7+zojepamqc+lVKyLaVse+Rcurzt/6wbNi1eLWSZ+1orMlWn+lqJFtzUVE9ZJIx9KWWNzVNum9AQAAAAAAYDYpiQBQM325vpp+YmamWsrl6GpZFvuO8s6qxa2xdnl73TIBAAAAAABAUtJJBwCA2XLecC5ampqTjgEAAAAAAABzgptEAGg4LeVynDeci4/17U86CgAAAAAAAMwZSiIA1MWWt26J7ualEV88J2Ian6QpD6ZjMFZU33vP3kgPlMfGXaVStFSmHRUAAAAAAAAakpIIAHXRvag71hSKEfnhaa0fLUYMTrR3sRzNxdKRE5nWiI7uiF8pkAAAAAAAAMBClU46AADMmpMuiMi2Jp0CAAAAAAAA5gQ3iQDQeDKtLxZENt6UdBIAAAAAAACYM5REABawcj4fxd6+2u03vDdW9Feqz+3eG6PFYsRgU/XFl26J6Fw54d7FfX0R3726+uR//l7EsateGnd0u0EEAAAAAAAADqMkArAAlXO52LNpUwzctzUq+XxN957o7o7Bmy+PwYiI6K7+wnd/f/qHLj4uYtma6a8HAAAAAACABUBJBGAB2rNpUxy663tJxwAAAAAAAADqSEkEYIEp5/MxcN/WpGPMSCmdidHmxWPjgf5CZFtzE74/fHAkFpdS1ecOjMShcvW5yRjsr+1NLAAAAAAAADBblEQAFphib1/NPzFTL6V0NnacfHn0HfPqKDc1jz1/+PNPRsSTR117ZbRWfX7vjY/VMiIAAAAAAADMWUoiAMwbO06+PPatfG3SMQAAAAAAAGBeSicdAAAmo5TORN8xr046BgAAAAAAAMxbbhIBmOfypXz05fom/X55eO+Ec+1/+dlIr1wx7Sy7B/bFdd+/purc0NNXxqpiOW5tvr7q/KWjH409leUT7r2o0hSXFJsnnJ9rmrLpaF8yf/ICAAAAAADQ+JREAOapXDEXmx/cHNue3Rb5Un7S61b0V+KmCebe9+Oro3dpambBJlg/2Lc0ssVSNLeUqs6/kF8S+45SEllcSkUMzCxaPa0/rSsy2aakYwAAAAAAAMAYJRGAeWrzg5vj7l13Jx2DwzRl07H+tK7YcMUpSUcBAAAAAACAcZREAOahfCkf257dlnSMOeOvO/IxkKpM+v3mTCre8Gtdcd3bTo3WbLqmWdqXNLtBBAAAAAAAgDlJSQRgHurL9U3pEzOJK2fi25ecEsc3DUTcVv2Vb195VpQWr51wi+EDI3HvjY9Vnfvqh86M9mWtk46zorMlWhU5AAAAAAAAWGCURACYdW8dPhiv+7vzj/rO6iWtEcvaJ5w/VE5NOHfskrZYvLxt2vkAAAAAAABgIVASAWDWtJTLcd5wLj7Wtz/pKAAAAAAAALDgKYkANJgtb90S3Yu6J5wvP/NMDN78n6uv3bM30gPlmmXpKpWipVKz7QAAAAAAAIAZUBIBaDDdi7pjTceaCedH47kYnGhtsRzNxdLsBDuaTGtEx8TFFgAAAAAAAGDm0kkHAIA46YKIbGvSKQAAAAAAAKChuUkEoA7K+XwUe/tqt9/w3ljRX/07LuXde2O0feK1xX21yzFjmdYXCyIbb0o6CQAAAAAAADQ8JRGAWVTO5WLPpk0xcN/WqOTzNd17olrF4M2XT/g5mZd16ZaIf/Pq6a6O3QdH4p1ferjq3LevPCtWLznstpCObjeIAAAAAAAAQJ0oiQDMoj2bNsWhu76XdIzJ61wZsWzdtJeXKsPxXGVn9bnFayOWHeWKEwAAAAAAAGBWpZMOANCoyvl8DNy3NekYAAAAAAAAABGhJAIwa4q9fTX/xMxsSjVVIrN8edIxAAAAAAAAgFniczMARERE55qRSLc0j3tWLJRi+ODopPcYPjgSi0up6nMHRuJQufrcZAz2z5/CDQAAAAAAAMxFSiIAC1yqqRKda0bi2P+nP3YfHIlSZTiKo6V47G+fjL079ke5WJnSfldGa9Xn9974WC3iAgAAAAAAANOkJAKQgHW3fCMy3aumvb5neG+853vvqTo39PSVUSksnXDtsan9cWvz9WPjTFsp0k0v/vqdX3o4nqvsjLcPZeOUgj8iAAAAAAAAoJH4CSBAAjLdq6L5uDVj43wpH325vkmv782mondp9U+3DPYtjUph+YRrm1OlaG4pTTjfVIk4sdA06SwAAAAAAADA/KAkApCgXDEXmx/cHNue3Rb5Uj7pOBERsaicimxUL6DMRU3ZdLQvaU46BgAAAAAAAMx5SiIACdr84Oa4e9fdSceY19af1hWZrJtPAAAAAAAA4OUoiQAkJF/Kx7Znt9V832NT+yOdmvhzMqvihZqfmYSmbDrWn9YVG644JekoAAAAAAAAMC8oiQAkpC/XV/NPzLSUy7GtaXO0pGu67Zi/7sjHQKoy6febM6l4w691xXVvOzVas7UN1b6k2Q0iAAAAAAAAMAVKIgAN5LzhXLRMvsNxhG9feVYMlFbEvTc+VnX+qx86M9qXtU56vxWdLdGqyAEAAAAAAABzgpIIQFIKtbtFpKVcjvOGc/Gxvv0z2mf1ktY4VGqbcP7YJW2xePnE8wAAAAAAAMDcpSQCkJThvgmntuzuie5ScdJbdZVKeC6pOgAAIABJREFUM7pBJCIiMq0RHd0RB2e6EQAAAAAAADAXKYkA/EI5n49i78TFjakq9uyd9truUjHWFEs1yzIpJ10QkW2NiFx9zwUAAAAAAADqQkkEWPDKuVzs2bQpBu7bGpV87T4BM29kWl8siGy8KekkAAAAAAAAwCxSEgEWvD2bNsWhu76XdIzxLtkS0f3qCad3HxyJd37p4apz377yrFi9pHXyZ3V0/+IGEQAAAAAAAKCRKYkAC1o5n4+B+7YmHeNInd0Ry9ZNOF2qDMdzlZ3V5xavjVjWPlvJAAAAAAAAgHkqnXQAgCQVe/vq/omZVEtLZFZ01fVMAAAAAAAAACURgDrrPH9DpFtako4BAAAAAAAALDA+NwNQJ6mWlug8f0Mce8MNSUcBAAAAAAAAFiAlEYAJrLvlG5HpXlWz/TIrumblBpGmSsSicmpsPHxgJA79yniqBvvr+/kdAAAAAAAAoD6URIAFZaRQit6Bl0oQ5YO5Cd/tbV0S6fZltTt8qBQxNPzS/gMTlzF6BvJR3j884fzeQyORqUS8dTgbJxaaIhsvlULuvfGx2uQFAAAAAAAAGoqSCLAg5EZLcc1tj8c923siXyyPPV85tD+2TLDm0i8+HPsWLZ+1TKubd0acUH3ud//6J7F79NBR1799OBunFBrzX+PF0dEY6j+QdIw5bWB/X9IRAAAAAAAAmGca86eLAIe55rbH47s/3TOzTVKFSGUGahMoIsoz2KupEnFioalmWeaKQn4k/v7m/x4//9EjUSyMJh0HAAAAAAAAGoqSCNDwRgqluGd7z/Q3SI1G67G3RaZze6TSxZrlGprB2kXl1LhPzNRDUzYd7UuaZ/WMv7/5v8cTD//TrJ4BAAAAAAAAC5WSCNDwegfy4z4xM1Wtx94W2SU/rWGi+Wn9aV2Ryc7e7SXF0dH4+Y8embX9AQAAAAAAYKFTEgEWlJYYjRWpg2PjY37l14c7NrU/sul8HOrcXo9oc1ZTNh3rT+uKDVecMqvnDPUf8ImZGshkm2PR0mVJxwAAAAAAAGAOUhIBFoTWyMeN2S/Fm9I/jtZUYez5aKEpfh7dVdfc2nx99LZHvDW9pl4xIyKipVyOVHHRtNdffPUZ0bG0pWZ52pc0z+oNItTWCa89MzLNs/tZIAAAAAAAAOYnJRFgQbgx+6W4sOmfk44xKecN5+L3fucNUVq8dsJ3hg+MxL03PlZ1rmNpSyzuaputeMxRmWxznPDaM+MtH/pI0lEAAAAAAACYo5REgMZXHIk3pX+cdIqX1VIux3nDufhY3/5oW9Iasax9wncPlVN1TJa8d13/qehc3pV0jDlt0dJlbhABAAAAAADgqJREgIZSzuej2Ns37lnquZ9Heqgco3HkJ1OKuel/RmXL7p7oLhWnvf5wXaVStFQiItMa0VH9EzgLVefyrliy0j8TAAAAAAAAmAklEaAhlHO52LNpUwzctzUq+fwR8wNR+4JBd6kYa4qlmu8bJ10QkW2t/b4AAAAAAADAgqYkAjSEPZs2xaG7vpd0jJnJtL5YENl4U9JJAAAAAAAAgAakJALMe+V8Pgbu21r7jf/z9yKWpCLufX/1+ffdHdFewxtKOrrdIAIAAAAAAADMGiURYN4r9vZV/cTMTKRaWiJzwukRhb6JX1qyJqJjTU3PBQAAAAAAAJgt6aQDAMxFnedviHRLS9IxAAAAAAAAAGrGTSIAvyLV0hKd52+IY2+4IekoAAAAAAAAADWlJAI0tHW3fCP2F4Zi5W0XVZ3fd8ntsfK4E8bGmRVdbhABAAAAAAAAGpKSCNDQMt2rIl0cjOaOUtX59KruaD5uTZ1TAQAAAAAAANSfkgjQUErpTIw2Lx4bD/QXYqhYjEPFFVXfH+ovxqG+3IT7DQ0XonNkefW5/YU4NDLx2tk02J9P5FwAAAAAAABg/lISAeackUIpegcmX4IoH8xFKZ2NHSdfHn3HvDrKTc1jcw9//slf/Op/VF/8xZ6I6Dnq/pfFR6s+v+fRJyPiyapzAAAAAAAAAHONkggwZ+RGS3HNbY/HPTuei9E4OOl1K4f64+qTL499K187i+kAAAAAAAAA5jclEWDO+K+3/iC2vfD5yL5yezSni5Ne17m/KfoGPjmLyQAAAAAAAADmPyURYE4YKZTiHw/cFNklP53y2tbi4nGfmFnImrLpaF/inwUAAAAAAABwpHTSAQAiIp7vPxTpRT9LOsa8t/60rshkm5KOAQAAAAAAAMxBbhIB5oQD+RciNYVPzDBeUzYd60/rig1XnJJ0FAAAAAAAAGCOUhIBElHO56PY2zc2Tu3tiRX9lWnttXRo4rn7130unl9+cFr7Hs1/OO4/xHVnXlfzfaerfUmzG0QAAAAAAACAo1ISAeqqnMvFnk2bYuC+rVHJ58eet0fETdPcM9daiodfP8Fcpj8GWg9Mc+cjtTS1xHlrz4vN51wXbZm2mu0LAAAAAAAAMNuURIC62rNpUxy663t1O+/T+3qjI99TffLX3hrxH2+c0n5dbV3R0tRSg2QAAAAAAAAA9aUkAtRNOZ+Pgfu21vXMrlI5jimWxj/MtEacdEHExpsimtvrmgcAAAAAAAAgKUoiQN0Ue/vGfWKmHpr+39sjVh1WBOnojsi21jUHAAAAAAAAQNKURICGll7xiohlbUnHAAAAAAAAAEhcOukAAAAAAAAAAADMPjeJAHNC7rOfjKv/76aqczee86X4d+2ZiK++rer8wCVfjYe/lpvNeAAAAAAAAADznpIIMCdUVnRF775U9blV3dG8KBvRUao6n125IiKemcV0AAAAAAAAAPOfz80AAAAAAAAAACwASiIAAAAAAAAAAAuAkggAAAAAAAAAwAKQSToAMHcVC6UYPjhas/0K/YXItS6vOjcyUInOkepz+f5iHBqNiOKKqvODB4u1iggAAAAAAADQsJREYAHLl/LRl+s74nlxtByPfntv7Pk/g1EuVmp76Os/Xv35t0bjsvho1anHHt0dj0VExP+ovvZLu2uRDAAAAAAAAKChKYnAApQr5mLzg5tj27PbIl/KHzH/G//3PXHiC2ckkAwAAAAAAACA2aIkAgvQ5gc3x9277q4611TOxCv2/9s6JwIAAAAAAABgtqWTDgDUV76Uj23Pbptwvn10cWQqzXVMNHuasuloX9IYvxcAAAAAAACAmXKTCDS4cj4fxd6+sfG+4b2x+IWRCd9vH63UI1ZdrD+tKzLZpqRjAAAAAAAAAMwJSiLQoMq5XOzZtCkG7tsalXx+3NxNR1mXay3Fw6+f3WyzrSmbjvWndcWGK05JOgoAAAAAAADAnKEkAg1qz6ZNceiu79V0zzMe/Uy05A/UdM9f2nxZU+xfnBobN1fKcVZuJH5vf3+0Vo5yu0mmJeKDD774/7/QvqTZDSIAAAAAAAAAh1ESgQZUzudj4L6tNd+3JX8g2kb213zfiIibX+iNdL48Nu4qlaKlEhEv1/V41W9FrFo6K5kAAAAAAAAAGomSCDSgYm/fEZ+YmctSTZVYky1EujiFRZnWiJMuiNh4tI/nAAAAAAAAAPBLSiJA4jrPe2Ok/+t1U1vU0R2RbZ2dQAAAAAAAAAANSEkESEyqpSU6z98Qx95wQ0RbW9JxAAAAAAAAABqakggsMO2f2xTve+KTVee2/PqnYmXLq+Lhzz9Zdb7t5q/Ee/76h1Xnbv3gWXHskqkVPTIruiLd0jKlNQAAAAAAAABMj5IILDDpFcuitydVfW7Visi2dEdE9ZJIeuXK2LdoefW5Y1dH8/L2WsUEAAAAAAAAoMbSSQcAAAAAAAAAAGD2KYkAAAAAAAAAACwASiIAAAAAAAAAAAuAkggAAAAAAAAAwAKgJAIAAAAAAAAAsABkkg4AzEyxUIrhg6PjnhX6C5FrXV71/fRAKjpHqs89/dxItGcPTnhW70B++kEBAAAAAAAASJSSCMxThdFSbP36jnjq8b4oFcpHvvD6j1df+M2Iy+KjVacefbQYEdsnPPOqWx6NaJpGWAAAAAAAAAASpyQC89TWr++InT/al3QMAAAAAAAAAOaJdNIBgKkrFkrx1OO9SccAAAAAAAAAYB5REoF5aPjgaJQKlbqeWYhKDKWrn9mSSceKzpa65gEAAAAAAABgapREYB4qj47W/cyd2VKUUtXn3nRqd7Rmm+obCAAAAAAAAIApySQdAJi60v4DdTurEJXYmS3F3e2FI+ZaMul406ndceMlp9UtDwAAAAAAAADToyQCDeaMRz8TLfnqJZIfn5CKv3rz+Bs/miuVWD/cGv9n7wfis7/9hiM+G9PS0RxN2XRcW2W/FZ0tbhABAAAAAAAAmCeURBaon//85/GDH/wgnnvuuRgdHY1ly5bFySefHGeffXa0trYmHY8ZaMkfiLaR/eOejWYifvhrqfji29LxqX/7X2LzXUNjc3sKx8auyqKIdMS645fE2uXt9Y4MAAAAAAAAQB0oiSwwt99+e3z84x+Pn/zkJ1XnOzo64r3vfW989KMfja6urjqnoxbWfO5zMdq5L97z/Zfu/ujviChkUhERsXzpSbF79FBS8QAAAAAAAABISDrpANRHPp+Pyy+/PC6++OIJCyIREYODg/H5z38+Tj311HjggQfqmJBayXStiPSqFdG7NDX2v18WRAAAAAAAAABYuJREFoByuRzvete74pZbbhn3vKmpKdavXx+nn356LFmyZNxcb29vvO1tb4uHH364nlEBAAAAAAAAgFmiJLIA3HjjjXHHHXeMe/bBD34wnnnmmXjyySfj0Ucfjf3798d3vvOdOP7448feGR4ejne+851x8ODBekcGAAAAAAAAAGpMSaTBvfDCC3HDDTeMe/Ynf/IncfPNN8fq1avHnqXT6bj44ovjoYceile84hVjz5977rn4zGc+U6+4AAAAAAAAAMAsURJpcH/6p38aAwMDY+Nzzz03rr322gnfX7NmTfzlX/7luGef/exn44UXXpi1jAAAAAAAAADA7FMSaWDlcjn+6q/+atyzP/7jP45UKnXUdeeff3684Q1vGBsPDAzEt7/97VnJCAAAAAAAAADUh5JIA3vooYeit7d3bPzKV74y3vjGN05q7fvf//5x49tvv72W0QAAAAAAAACAOlMSaWB33nnnuPGb3vSml71F5Fff/VX3339/DA0N1SwbAAAAAAAAAFBfSiIN7LHHHhs3Pvvssye9dvXq1fGKV7xibDw6Ohrbt2+vVTQAAAAAAAAAoM4ySQdg9uzYsWPc+NRTT53S+lNPPTV27do1br/Xve51tYjGyxg4sD9+9A93Tjhf7B2Ocmll1bmf/uyfIrd0f3QMN1Wd3/t8b3QW8lXnhl7YFweLbVMPDDUwsL8v6QgAAAAAAADQ0JREGlQul4tnnnlm3LO1a9dOaY/D33/iiSdmnIvJ+dE/3Bk/+c63prX2J9958f8vieOqzu+4/6vx3gnW3vmHt0zrTAAAAAAAAADmPiWRBtXX1xeVSmVsnM1mY+XK6jdPTGTNmjXjxvv27Ztxrn379kVvb++U1uzcuXPG5wIAAAAAAADAQqck0qAGBwfHjdvb2yOVSk1pj0WLFh11z+n4whe+ENdff/2M9wEAAAAAAAAApiaddABmx+GFjtbW1inv0dbWdtQ9Aeohk22ORUuXJR0DAAAAAAAA5j0lkQY1MjIybtzc3DzlPVpaWsaNc7ncjDIBTMcJrz0zMtP4dxgAAAAAAAAwns/NNKjDbw4ZHR2d8h75fP6oe07HVVddFZdeeumU1uzcuTMuuuiiGZ8NzC+ZbHOc8Noz4y0f+kjSUQAAAAAAAKAhKIk0qI6OjnHjw28WmYzDbw45fM/pWLlyZaxcuXLG+zS61775P07p/ezKjki1Ziec7+xcF80tnVXnli9qjpZM05TOg3pYtHSZG0QAAAAAAACghpREGtThhY7h4eGoVCqRSqUmvcfQ0NBR92T2dC5bHue96z8lHQMAAAAAAACABpJOOgCzo6ura1whpFAoxL59+6a0x/PPPz9u7AYQAAAAAAAAAJi/lEQaVFtbWxx//PHjnj3zzDNT2uPw908++eQZ5wIAAAAAAAAAkqEk0sAOL3Vs3759Sut37Nhx1P0AAAAAAAAAgPlDSaSBnX766ePGDz300KTX7tmzJ3bt2jU2zmazceqpp9YqGgAAAAAAAABQZ0oiDeztb3/7uPG9994blUplUmv/4R/+Ydz4vPPOi46OjpplAwAAAAAAAADqS0mkgZ199tnR1dU1Nn7yySfj/vvvn9Tar3zlK+PGGzdurGU0AAAAAAAAAKDOlEQaWDqdjve+973jnl1//fUve5vIfffdF//0T/80Nu7s7Ix3vvOdsxERAAAAAAAAAKgTJZEGd+211477TMw//uM/xqc+9akJ33/++efjAx/4wLhnH/nIR8bdSAIAAAAAAAAAzD9KIg2uq6sr/uAP/mDcs+uuuy6uuuqq2L1799izcrkct99+e5x99tmxa9euseerV6+O//bf/lu94gIAAAAAAAAAs0RJZAG49tpr4+1vf/u4ZzfffHMcf/zxccIJJ8QZZ5wRxxxzTFx88cXxzDPPjL3T1tYW3/72t2Pp0qX1jgwAAAAAAAAA1JiSyAKQTqfj1ltvjXe/+93jnpdKpXjyySfj0Ucfjf7+/nFzxxxzTNx1111xzjnn1DMqAAAAAAAAADBLlEQWiNbW1vibv/mbuO222+L000+f8L1FixbFVVddFdu3b483vvGN9QsIAAAAAAAAAMyqTNIBqK93vOMd8Y53vCN27twZjzzySDz//PMxOjoaS5cujVNOOSXOOeecaG1tTTomwP/P3n2HRXH8fwB/A4IgIKAiqAgasWFXQEUNNmzYYoyCUbG3xJIYjfGbxKj5xlgSE03UxCTWxBJji8Yu2MWKDQNiAxQFBJUmdX5/+PO+7N0Be8fdAd779Tz3PM7ezM7subvM7n52hoiIiIiIiIiIiIiIiIh0jEEiRsrd3R3u7u4l3QwiIiIiIiIiIiIiIiIiIiIyEE43Q0RERERERERERERERERERGQEGCRCREREREREREREREREREREZAQYJEJERERERERERERERERERERkBBgkQkRERERERERERERERERERGQEGCRCREREREREREREREREREREZAQYJEJERERERERERERERERERERkBBgkQkRERERERERERERERERERGQEGCRCREREREREREREREREREREZAQYJEJERERERERERERERERERERkBBgkQkRERERERERERERERERERGQEGCRCREREREREREREREREREREZAQYJEJERERERERERERERERERERkBBgkQkRERERERERERERERERERGQEGCRCREREREREREREREREREREZAQYJEJERERERERERERERERERERkBBgkQkRERERERERERERERERERGQEGCRCREREREREREREREREREREZAQYJEJERERERERERERERERERERkBMqVdAOIipKZmSlJR0VFlVBLiIiIiIiIiIiIiKggyvdule/tEhEREVHJY5AIlXoxMTGSdP/+/UuoJUREREREREREREQkV0xMDFq2bFnSzSAiIiKifDjdDBEREREREREREREREREREZERYJAIERERERERERERERERERERkREwEUKIkm4EUWGePn2KY8eOKdI1a9ZE+fLlS7BFhhMVFSWZXmfnzp1wd3cvwRYR6R/3ezJG3O/JGHG/J2PE/Z6MEfd7Mjbc58kYKe/3y5Ytg6urKwDA19cX9vb2JdU0IiIiIlKjXEk3gKgo9vb26NevX0k3o1Rwd3dHo0aNSroZRAbF/Z6MEfd7Mkbc78kYcb8nY8T9nowN93kyRp07d+Z+T0RERFSKcboZIiIiIiIiIiIiIiIiIiIiIiPAIBEiIiIiIiIiIiIiIiIiIiIiI8AgESIiIiIiIiIiIiIiIiIiIiIjwCARIiIiIiIiIiIiIiIiIiIiIiPAIBEiIiIiIiIiIiIiIiIiIiIiI8AgESIiIiIiIiIiIiIiIiIiIiIjwCARIiIiIiIiIiIiIiIiIiIiIiPAIBEiIiIiIiIiIiIiIiIiIiIiI8AgESIiIiIiIiIiIiIiIiIiIiIjwCARIiIiIiIiIiIiIiIiIiIiIiPAIBEiIiIiIiIiIiIiIiIiIiIiI1CupBtARAVzdHTEnDlzJGmi1x33ezJG3O/JGHG/J2PE/Z6MEfd7Mjbc58kYcb8nIiIiKltMhBCipBtBRERERERERERERERERERERPrF6WaIiIiIiIiIiIiIiIiIiIiIjACDRIiIiIiIiIiIiIiIiIiIiIiMAINEiIiIiIiIiIiIiIiIiIiIiIwAg0SIiIiIiIiIiIiIiIiIiIiIjACDRIiIiIiIiIiIiIiIiIiIiIiMAINEiIiIiIiIiIiIiIiIiIiIiIwAg0SIiIiIiIiIiIiIiIiIiIiIjACDRIiIiIiIiIiIiIiIiIiIiIiMAINEiIiIiIiIiIiIiIiIiIiIiIwAg0SIiIiIiIiIiIiIiIiIiIiIjACDRIiIiIiIiIiIiIiIiIiIiIiMAINEiIiIiIiIiIiIiIiIiIiIiIwAg0SIiIiIiIiIiIiIiIiIiIiIjACDRIiIiIiIiIiIiIiIiIiIiIiMQLmSbgCRXLdv38a5c+cQGxuLrKwsODg4oEGDBvDx8YGlpaXO6rl+/TquXLmChIQEpKWlwd7eXlGPlZWVzuoh0gV9HxdxcXGIjIxEdHQ0EhMTkZ6eDgsLC9jZ2aFWrVrw9PREpUqVdLAlRIUTQuDevXu4du0aYmNj8fTpU5QvXx4ODg6oW7cuvLy8dPq3AHh5fF28eBHx8fF49uwZLC0t4eDggIYNG6JFixY6r4+IyqaAgABs2bJFkY6Li4Ozs3MJtoiUsX9Pxop9eSophrp/ExMTgwsXLiAuLg5Pnz6Fubk57O3tUbduXbRq1Qq2trY6q4uIiIiIiOh1wiARKvV27tyJ+fPn49KlS2q/t7GxwYgRIzBnzhxUqVJFqzpSU1Px/fffY8WKFXj48KHaPFZWVggICMAXX3wBV1dXrerRRMeOHXHs2LFC81hYWCgekjo5OaFOnTrw8PCAj48Pb3q/5vR1XNy/fx+///47Tpw4gQsXLiAxMbHIMt7e3hg3bhyCgoJQrpx+/6x88cUXmDt3riIdFBSEtWvX6rVOKjnJycnYuXMn9u/fj6NHjxa6P5qbm8Pf3x/Tpk2Dr6+v1nU+ffoUy5cvx+rVqxETE1NgPgsLC7z11lv44IMP0Lp1a63rk2PEiBFYt26dIj1nzhx88cUXeq2TDMuQQVBPnz7FtWvXEBkZieTkZGRnZ8PBwQHOzs5o3bo1qlWrppN6iAry4MEDnDt3DqGhoTh37hwuXLiAlJQUxfdubm64d+9esespS/37WbNmYcGCBVqtMyQkBJ06dVL7nRBCq3WSfunzGCjtffnC5ObmwtXVVXK8mpiY4M6dO6hVq1aJtYs0Y4j7Ny9evMBPP/2EVatW4d9//y0wn6mpKXr06IGpU6eiW7duWtUll/J16itt2rTBmTNntFpnamoqnJ2dkZaWpvJdcHAwOnbsqNV6iYiIiIiIAACCqJR68eKFePfddwUAWR9HR0dx7Ngxjes5d+6cqF69uux6rK2txZYtW/SwxVK+vr6y26TuU6FCBTFo0CCtfhMqvfR9XKxevVrrfa558+bi2rVretx6IebMmSOpMygoSK/1UcmZNGmSsLCw0GpfHD58uHj27JnGdR4+fFijvwcAhKmpqZg2bZrIycnRw6/wUlBQkKTOOXPm6K0uMpykpCTx22+/iUGDBokqVaoUup+Zm5uL/v37i5CQEI3ryc3NFUeOHBHTpk0TjRs3LnKf9vDwED/++KNIS0vTw1arcnNzK1Z/B4CYOnWqQdpakMGDB0vaExcXV6LtKY1Onjwp3nrrLVnnWDc3t2LXV9b69zVr1hS5ublarXPEiBEFbheVHoY6Bkp7X74w+/btU9uuuXPnllibSD5D3b+5fPmyaNCggcb7d2BgoF77NsrXqfk/kZGRWq1z7dq1Ba4zODhYtxtARERERERGxxREpVBeXh4GDx6M33//XbLczMwMtWvXRvPmzWFnZyf5LiEhAT179tToLY3g4GC8+eabKm8Xli9fHh4eHmjVqhWcnJwk36WlpSEwMBCbNm3ScKsMKz09HVu3boWvry86d+5c6Bs2VDYY6rhQp1q1amjSpAnatGmDxo0bw8bGRiVPWFgYfH19ERYWVqy6iAAgNDQUWVlZKsvNzMzg4uKCVq1aoWnTpir7PACsX78efn5+SE1NlV3fkSNH4O/vr/L3wMTEBO7u7vD29kaTJk1URmjKy8vDd999hxEjRsiui+i9996Ds7MzRo0aha1btxb5pnd2djZ27tyJjh07IigoCM+fP5dVz4EDB+Di4oIuXbrgu+++w/Xr14ssEx4ejvfeew/NmzfH+fPnZdVDVJTz589jx44dBY7ooUtlsX8fExOD4OBgjculpaVh27ZtemgR6ZohjwF1ykJfPv+oafmtX7+eo+KUcoa6Tr127VqB9zbc3Nzg7e2NZs2aoWLFiirfb9q0CX369FF7faFv69ev16pcQccEERERERGRLjBIhEqlxYsXY9euXZJlEyZMQHR0NO7cuYPLly8jKSkJ27dvlwwNnZ6ejkGDBuHZs2dF1hEbG4vBgwfjxYsXimWVKlXCqlWrkJiYiBs3buDChQt49OgRzp8/jy5duijy5eXlYfTo0QgPD9fB1sozY8YMHDp0SPLZt28fNm3ahJUrV+LTTz9F165d1d4QCQ4ORqtWrbBlyxaDtZd0zxDHBfDyZl6nTp3w5Zdf4vjx43j27BkePnyIq1ev4syZM7h27RqePXuGc+fOYejQoZKySUlJGDx4MDIzM4u/wUT/z97eHpMmTcLevXuw/8oOAAAgAElEQVSRnJysmHv8ypUrePLkCYKDg9GhQwdJmXPnzskO3EhJScGwYcMk+62lpSW++uorJCQk4NatWwgNDcXVq1fx/Plz7Nq1C/Xq1ZOsY+PGjSo3xokKYqggqFu3biEuLk7td5UqVYKHhwe8vLzUTrNx69Yt+Pr64vjx4zK2iEh76h5Wa6us9e9NTf93Oa7NQ8Tt27dLzgX510dlhy6PAaBs9uWfPXuGnTt3qv3u9u3bOHnypEHbQ5oxxHVqbm4uhg0bhuTkZMUyMzMzfPTRR4iNjcW9e/cQGhqKsLAwJCcn4+jRo/D29pas4+jRo1i8eHExt1ae/OfjjRs3ahzodP/+fYSEhKhdHxERERERkU6U9FAmRMoSExOFra2tZCjNBQsWFJg/NjZW1KpVS5L/888/L7Ke4cOHS8pUrVpV3Lx5s8D8ubm5KkP++/v7a7WNcigPR71mzRpZ5bKzs8WmTZuEt7e3ypCkpqamYtOmTXprM+mPoY6LmJgYkZiYqFHb1A2Du2LFCo3WIRenmzEerVq1ErVq1RK//PKLSE9PLzJ/Tk6OGDdunMq+ePTo0SLLLlmyRFLGwsJCHD9+vNAyz58/F82bN5eUq1evnuzt0wSnm3n9tGrVSvH/aW9vLyZNmiT27t0rnj9/LsmXk5MjgoODRYcOHVT27bfffrvIepYvX67Ib2JiIvz8/MSvv/4qbt++rZL3/v37Yvr06cLMzExST8WKFcWDBw90tu3KlKebWbJkiTh06JBGn4iICL21Tw5ON1O0pUuXCgDC1tZWdOzYUcyYMUP8+eef4t69eyI4OFhnU22Utf59ly5dFP+2sbERqampGq0vf3lPT09hZ2cnWT+VHoY6Bkp7X74gq1atktTfvn17SXrUqFEGbQ/JZ6jr1G3btqnsp5s3by60TFZWlujevbukjK2trXjx4oXG21kU5evU/OdnABpPGTh//nzJtYlyX5DTzRARERERUXHxzhGVOjNnzpRc/L755psiLy+v0DKHDx9WufAv7OZYdHS0KFeunKTMjh07imxbRkaGqFevnqTcyZMnNd5GObQNEslv0aJFKttpZWVVonNNk3YMcVwUR0BAgKSuzp0766UeBokYjz179ojMzEyNyuTk5AhPT0/JPjJkyJAiyynfdJ00aZKs+s6cOaNys1ofD6sZJPL6MVQQ1PLly4WFhYWYPHmyuHv3rqy2HT58WJQvX15Sz/Dhw2WV1YZykEhZfOjBIJGiRUVFiRs3bojc3FyV73T1gLws9u/XrVunkpYrOjpamJqaKsouW7aMQSKlmCGOgeIwVF++IG3btpXU/++//wonJyfJdUxaWppB20TyGOo6ddiwYZIyvXr1ktU+dX8bDhw4IHv75FK+Tl28eLGoWrWqIj1y5EiN1le3bl1F2QEDBoh+/fqV+f4SERERERGVLhyvkEqVvLw8rFmzRrLsiy++gImJSaHlunTpIplqICUlBVu3bi0w/969e5GTk6NIN2rUCP379y+yfZaWlvjoo48ky37++eciy5WUGTNmqEwxk5GRgYkTJ5ZQi0gbhjouikN5qOqbN2/qpR4yHv7+/rCwsNCojJmZGWbOnClZduDAgSLLRURESNIDBgyQVV+bNm1QvXp1ybKoqChZZcm4zZ07FxERERg9ejSsrKyKzG9mZoYVK1bA09NTsvyXX34ptJyPjw8iIyOxbNky1KpVS1bbunTpgkWLFkmWbdmyRdb0NkQFqVOnDjw8PPQ6XH5Z7N83bdoUzZs3V6Q1mXJmw4YNyMvLAwCYm5sjMDBQ5+0j3THEMVAcJdmXj4yMxJkzZxTpNm3aoH79+ggICFAsS0lJwfbt2w3WJpLHkNep2vbXa9asqTLtjCH66+XKlcOQIUMU6W3btiEjI0NW2dOnT+PWrVuKdFBQkM7bR0REREREVK6kG0CU3+nTp5GQkKBIv/HGG+jYsaOssqNHj8aJEycU6Z07dxYYDHHs2DFJuk+fPrLbqJz377//Rk5ODsqVK52H04ABA/DBBx9g6dKlimUnT57EwYMH0a1bN43XFx8fj7Nnz+LRo0d48uQJbGxsULVqVXh7e6N27do6a3dERASuXr2KxMREJCUlwdLSEo6OjmjYsCGaNWum8cPjssxQx0Vx1KlTR5JOTEzUeR26kJ2djYiICISHh+PRo0dISUmBtbU1KlWqhAYNGqBly5Z6OZajo6Nx+vRpREdHQwgBR0dHNG/eHC1atCjyJippJv8NZwB48uQJ0tPTUaFChQLLJCUlSdI1a9aUXZ+rqysePnyoSD99+lR2WUN58eIFwsPDcfPmTSQkJCAtLQ22traoXLkymjRpgsaNG+vloVVERARCQ0Px8OFDmJmZKf5WNGzYUOd1lTX+/v4al3kVBDVo0CDFsqKCoFq2bKlxPQAwceJEfP7553j27BkAIDMzEyEhIejdu7dW6yMyhLLavw8KCkJYWBgAIDg4GLGxsXBxcSmy3Lp16xT/9vf3R5UqVYrdltjYWNy4cQN3795VHP+VKlVCjRo10LZtWzg4OBS7DmWZmZk4deoUYmNjERcXBzMzM3h5ecHX11fndVHBSrIvn39fBv4XsDJ06FB8//33knzKwSzF9eLFC5w6dQo3b97Es2fPUKlSJbi5uaFjx46F9h218eDBA1y8eBEPHz7EkydPYG9vj7feeksl4LgsMeR1anH766dPn1akDdVfDwoKwnfffQfgZSDMjh07JIEjBcl/TDg6OqJnz5747bffitWWp0+f4vr164iIiEBycjKysrJgb2+PqlWrwsvLC25ubsVaPxERERERlT2l86k2Ga29e/dK0n5+frIfoPr5+UnSISEhSEtLg7W1tUre6OhoSbpZs2ay2+js7IyqVasiPj4eAJCcnIwTJ06gU6dOstdhaHPnzsWvv/6K58+fK5atWrVKdpBIXl4eNm7ciOXLl+PixYsQQqjN17BhQ8ycORPDhw/X6oFjYmIiFi9ejE2bNiEmJqbAfNbW1vDz88PYsWPRs2fP1/4hu6GOi+J48eKFJG1vb6/T9RdHYmIitm7dij179uDEiROFvg1vbW2NgIAAzJo1C+7u7rLryP//4evri5CQEADA+fPnMWvWLBw9elRtuZo1a2LevHkYMWKE7LqocOoeYD179qzQG/12dnZ48uSJIi33LT91eXXxkE4XYmNjsXnzZuzduxdnzpxBZmZmgXkdHBwwcuRITJ8+XfaDinv37kkCA4OCgrB27VoAwMGDB/Gf//wHFy5cUFu2YcOGWLhwoUYPcOklbYKgtGFubo42bdpIglCU+05l3c2bN3Ht2jXEx8cjJSUFlSpVQvXq1dGhQwed/w1LSEjAyZMncffuXWRmZsLZ2RkNGjRAmzZtXvs+jCGV1f79kCFDMGPGDOTk5Cj63LNmzSq0zNmzZxEZGalIDx8+XKu6c3JycPjwYWzbtg2HDx/G/fv3C8xrYmKCNm3aYObMmejXr5/sfXfEiBGSB553795FrVq1EBsbi/nz52Pr1q0qD2z79evHIBEDK6m+fF5eHjZs2KBIm5ubY/DgwQAAT09PNGjQAP/++y8A4OjRo4iJidEoOGDt2rUYOXKkIr1mzRqMGDECaWlpmDdvHlauXImUlBSVcjY2Nhg6dCgWLFgg+7co6Hpg7969+PbbbxESEqIY/eeVGjVqyBrxqLQy5HWqnZ2dJF0W+uvNmzdHkyZNcO3aNQAvR4sqKkjkxYsXklFVAgMDYW5urlX9ly9fxubNm3Hw4EFcuXKlwPs4wMsAn6lTp2Ls2LFFjnLXo0cPSR/x1KlT8PHx0aht2dnZcHFxUfzdtbS0xMOHD/USjEhEREREROqVzrFOyWi9eovuFU0uNKtXry4ZSj0rKwvh4eFq8+Z/GAi8fENOE5UrV5akL1++rFF5Q7O1tZXcHANevn2sfDNQnVu3bqFly5YICgrChQsXCr2xcPPmTYwcORLt2rWTvFEkx08//YTatWtj0aJFhQaIAEBaWhp27twJf3//Qm9mvy4MdVwUR2hoqCTdqlUrndehjeTkZFSrVg3vvfce9u3bV+R0CWlpafj111/RuHFjxQNvbS1btgxt27YtMEAEAGJiYjBy5EiMGzdO5aYxaefBgwcqy5TP2cryD/UPvAzukSMlJUUyHLupqanKdCAl4erVq3B1dcWMGTMQEhJSaIAI8PI4+fbbb+Hh4YF9+/YVq+6ZM2eie/fuBQaIAC//VvTt2xfz588vVl3GqKAgKEPUpa96DOn58+f47LPPUKtWLXh4eGDw4MGYPHkyZs+ejQkTJqBv376oUqUK/Pz8JG8caysqKgoDBgyAs7MzBgwYgOnTp2P27NkYNWoUfHx84OrqimXLlvH8ryNltX9ftWpV9OjRQ5GWM+VM/qCLypUrazU6EQAEBASgZ8+e+PXXX4vsUwshcObMGbz11lsYOHAg0tLStKoTAA4fPozGjRvj559/LpUjcBmjkurLHzlyRHLt1717d8kD/HfffVfxb+WAEm3FxMTA09MTixYtUhsgAgCpqalYtWoVPDw8cPHiRa3qEUJg8uTJ6N27N44ePfpanusNeZ2qbX9dCKGSV3n6GX3KP1XM4cOHERcXV2j+Xbt2Sc6L2k4188MPP6Bly5ZYtGgRwsLCCr2PAwB37tzB1KlT4enpWeR0POPHj5eki5r+UJ3du3crAkQAYODAgQwQISIiIiIyMAaJUKmiPPexh4eHRuWV8xc0l7LyKBe5ubka1ZOdnS2rntJEec7e9PR0lZuBykJDQ+Hj44MrV65IlpuZmcHd3R3e3t7w8PCApaWl5PuzZ8+ibdu2sgNFpk2bhgkTJqg8wDczM0Pt2rXh5eWFJk2awNHRUdb6XjeGOi60lZGRgW+//VayrLTMm5ybm4ucnBzJslf7VfPmzdG6dWs0aNAA5cuXl+TJzMzEyJEjZT2oUWfVqlWYOnWq4txiZWWFhg0bwsvLS+1IDatXr1YMRUzFk3/YagBwc3MrcnqqV2+svvL999+rnOfVWbp0KbKyshTp/v37a/xQUh+ysrJUbgRbWFigTp06aNGiBby9vVG3bl2VaRSePXuG3r17Izg4WKt6Z82ahcWLFyvStra2aNSoETw9PdWevz///HNs375dq7qMlTZBULqqS1/1GMqOHTtQp04dfPnll4U+DM/NzcXhw4fRrl07TJ48WeuHegcOHEDz5s2xY8eOAtcRGxuLqVOnwtfX97UIwilpZbl/n38kkJs3bxb68DMzMxNbtmxRpAMCArSehlFdwLijoyM8PDzQunVrNGvWTO0b99u3b0e/fv20Oj4uX76Mfv36SfZ5Nzc3eHp6ok6dOlq/MU/aK8m+vPJUM/mDQtSllfNrKj09Hb169VKMTgIATk5OaNWqFerVq6ey/8XFxaF79+64fv26xnXNnj0bP/zwgyJtZWWFBg0aoFWrVnB2dtZ+I0oRQ16nKvfXV69eLSvIbMOGDZKpIVu2bKkScKJP7777LszMzAC8/Lu0cePGQvPn38cbNWqk9dSB6s7vtra2qF+/Pry9vdGyZUu1o/KEh4ejQ4cOkgAOZX369JFc027dulUyaq0cq1evlqTHjh2rUXkiIiIiIio+BolQqZGRkaEyTLQmQ8mqyx8REaE2n/JDvMIugNVRDn4oC0EirVq1UtyceKWwNyQfPXqEvn37Suajbtq0KTZt2oSnT5/i1q1bCA0NxY0bN5CcnIwtW7ZI5rK+ffs2RowYUeQbK99//71krmng5VCna9euRUJCAu7cuYNz587h6tWriI+PR3R0NFavXo3OnTtrsvllliGPC208ePAA/v7+kiHPO3bsqHITr6R5enriq6++wsWLF5GWloY7d+7g8uXLOHv2LG7evInU1FQcPnwY3bt3l5R77733ihzZRllUVBSmTp0K4OW0Gn/99ReSkpIQHh6Oc+fOKeYjb9u2raTcZ599pvIWNGlOeb7uXr16FVkmKCgIjRs3VqSvX7+OgICAAt8uBYCff/4Z8+bNU6QrVqyIJUuWaNFi/fH19cXSpUtx/fp1pKWlISoqCpcuXUJoaCgiIyORkpKCnTt3St6mzMvLw9ChQ4scdUfZ8ePHsXDhQgBA69atcfDgQSQlJeH69es4f/48Hj9+jODgYDRo0EBSbsqUKSqBXFQwbYKgtJGWloZLly5JltWrV0/n9RjK8uXLMXDgQEmfBng5xZiHhwe8vb3h7u6uMkT+Dz/8UOSw8OpcuXIFAwYMUIy0YGJigjfeeAOenp5q/4afPHkSPXv2RHp6usZ10f+U5f593759JW9QFxakunv3biQnJyvSxX2YX6VKFUyaNAl79+5FQkIC4uPjcePGDZw9exZhYWFISEjArVu38Mknn0gCw48cOaLSh5dj4sSJSE9Ph6WlJT799FPExsbi3r17OH/+PKKiohAfH48PP/ywWNtE8pVkX/758+fYsWOHIm1ra4t+/fpJ8tSuXVsyOkVkZCTOnDmjdZ2LFi1SBHx07doVFy5cwKNHj3DhwgVERETg0aNH+PrrryX7+pMnTzBkyBBZAcSvhIeHY9GiRQCAunXr4s8//0RSUhJu3ryJCxcuIC4uDteuXUPTpk213paSZujrVD8/P8l0ufHx8ejTpw8eP35cYJndu3dj4sSJirS5uTl+/PFHjdpYXM7OzpJ2FzYazqNHj3Dw4EFFurjn9/Lly2PQoEFYv3497t+/j+fPn+Pff/9FaGgoLl68iOjoaCQmJmLlypWSoI9Hjx4VGrRRrlw5jB49WpFOS0vDH3/8Ibtd9+/fx6FDhxTp+vXr480339Rw64iIiIiIqNgEUSkRHR0tACg+5ubmIi8vT6N1zJs3T7KOMWPGqM03bNgwSb733ntPdh2RkZGSsgCEu7u7Ru2Uw9fXV1LHmjVrir3ORo0aSdY5efLkAvP26NFDknfcuHEiKyur0PUnJycLHx8fSbnt27cXmP/atWvC3Nxckn/gwIHixYsXsrbnwoUL4unTp7LyllWGPC7Uyc7OFocOHZJ8duzYIZYvXy4GDx4srKysJOtu06aNSEpK0nQzZZszZ46kvqCgoELzp6enizNnzmhUh/LvNXPmzCLLKJ8TAIju3buLtLS0AsukpaWJZs2aScp89913GrWVpPbu3avy/xAaGiqrbFRUlHBxcZGUrVKlipgyZYrYuHGj2Ldvn9i+fbv473//K1q0aKGS79SpU3rbrqCgIEl9c+bMKTT/48ePxfXr12WvPzc3V4wZM0ZSx4oVKwotc/fuXbX7/YgRI0ROTk6B5eLj40X16tUlZXbu3Cm7rcbuzTfflPx2EydO1Es9v/32m6SeihUrFtkH0Jabm5ukruDgYJ2uf+/evcLExERSx1tvvSWOHz8usrOzJXkTEhLEf//7X2Ftba3RuXnw4MGS/K+2ydTUVHz44YciJiZGkj8iIkIMHTpU5fiZNm2aTre9rAgODlb5/bRRFvv3ly9fVnw3YcIEyd+Vgo45f39/Rb6GDRtKvrOzs5OsvyinT58WGRkZstt/+fJlUalSJcX6a9SooXIcKVP+GwZA2NjYiBMnTsiu93Wnq2NAndLWl8/vl19+kdWvX7Fihcp1qVxr1qxR218ZO3ZsoddUp0+fFhUqVJCUWbRoUaF1qaunQ4cOIiUlRXZ7y5KSuE5NSEgQjRs3lpSxtbUVY8eOFWvXrhX//POP2Llzp1iyZIlKn6lChQqF3psoLuXr1KVLlyq+27x5s+S7S5cuqV3H4sWLFXnMzMzEw4cPFd/169dPo/7S9evXxePHj2W3PykpSbRq1UpSx40bNwrMHx0dLczMzBR5W7ZsKbuuzz//XFLP4sWLZZclIiIiIiLdYZAIlRrh4eGSC0U7OzuN1/HNN99I1hEQEKA2388//yzJ5+zsLPvhx9y5c1Vu/jg7O2vc1qLoI0hEeZ0DBw5Um+/MmTOSfD179pR9wycuLk7Y2toqyrZr167AvIGBgZJ62rdvL3Jzc7XatteVIY8LdZKTk9Xe8FT+ODk5iUWLFuntIeIrmgaJaKtDhw6KOqpWrVpkfuXfw9XVVVYA0759+yTlunfvrovmG6UnT56oBHn0799fo3XEx8eLd999V5iamsra7ytUqCDGjx8vuYGrD5oGiWgjMzNT1KlTR1GHl5dXofnVBYl4enrKOgesXLlSUm78+PG62ozXWnGCoDSRlpYmatWqJalHX8EoQqgGiSxZskTlgWZhn8IeZiYkJIgqVapIHrhs3LixyDaFhYUJBwcHRTkrKyuRmJhYYH7lIBHgZYDI1q1bC63n66+/VimTP2jAWOjqAXlZ7N/n//8+ffq05LsdO3aolH/06JEoV66cIs+CBQsk32saJKIN5Qf7e/fuLTS/uiCRVatW6aVtZZU+g0RKW18+v/bt20vacOjQIbX5EhMTJS8W2Nvbyw5uUhck0qxZs0IDWl9ZtWqVpFzNmjULLadcj4ODg4iLi5PVzrKopK5TU1NTxeTJk4WFhYWsfdvc3FwMHjxYREZGarOZshUWJJKRkSE5P0+dOlXtOvIHwChfF2oaJKKNyMhIyXXQjBkzCs3fu3dvSZsuXrxYZB05OTmSazYLCwsRHx+vq00gIiIiIiINcLoZKjWUh7bPP8SrXFZWVoWu85VevXpJ5ht+9OiRrOGSHz16hGXLlqks13RY/pJib28vSRfU7u+++06SXrp0qcoQ7AVxdnbGmDFjFOlTp06pHQI2Li4OW7duVaRNTU3x22+/qcwnb+wMeVxoy8nJCf/5z38wduzY12Ye+fzzn8fHxyMqKkqj8rNmzYKdnV2R+fz8/CTDyytP70DyvJoiJTY2VrHMzs5O7fm6MI6Ojti4cSN27twJFxeXQvO+GmZ5ypQpqFatmlbtLk0sLCzwzjvvKNKXL19GRkaGRuuYN2+erHPAoEGDJGnu90VLSkrC+PHjJcv69+8vmSpIVz766CPcu3dPkba2tsann36q83oKq9/Pz0/258qVKwWu64cffpBMMbNkyRLJ+b0gzZo1wy+//KJIZ2RkYOXKlRptx4cffig5ptT5+OOP0b9/f0U6Ly9P4/MW/U9Z79+3bdtWMq2Tuilnfv/9d8UUXaamphg6dKjB2vdKQECAZArL06dPa1Te1dW10GkMyPBKoi9/+/ZtnDx5UpGuXr16gdOJVq5cGT179lSknz59ip07d2pd91dffaUyDas6Y8eORd26dRXpmJgYyRQZRXnvvffg7OysVRvLgpK6TrW2tsayZcsQHBwMDw+PIvMHBATggw8+kPxfGpqlpaWk/7tp0yaV6RYvXbqkmAoJKP5UM9qoW7eupG9Z1Pl9woQJkvTq1auLrGP//v2Sa7Z+/frB0dFRw5YSEREREZEu8GkslRovXryQpC0sLDReR/ny5SXpgh5w1ahRAwEBAZJl//nPfwq92ZScnIz+/fvjyZMnKt9p+iCtpNjY2EjSWVlZKnny8vKwf/9+Rdrb2xv169fXqJ78c+4CwIkTJ1TyHDlyBLm5uYp0z549S/TGTWllyONCW48fP8aUKVPg6uqKb775BkIIna6/JNSuXVuSvnz5suyyJiYmKg/BC2JmZoYmTZoo0gkJCcjMzJRdF700Y8YM7Nu3T7Lsp59+0nhe9LCwMHTs2BF9+/aV3LxUJycnB8uXL0fjxo0xfPhwPHv2TON2lzb59/ucnBzJjeqi2NnZoXv37rLyVqpUCa6urop0TEyM/EYaIV0FQcmxadMmlWCIBQsWSOapLyuysrKwYsUKRdrd3R2TJ0+WXX7AgAGSh09//fWX7LI2Njb47LPPZOVduHChJL1lyxakpaXJrov+53Xo3w8fPlzx77179yIpKUny/bp16xT/7tKlS5EBjfpgbW2NqlWrKtKa9JEAYPDgwQwKL2VKoi+ff18GgMDAwEL3C+WAKOXycjk5Ocnur6gLxAoJCZFdV2BgoCZNK3NK6jr17t276N+/P9q3b4/w8PAi82/YsAFt2rSBv78/Hj58qHEbdSV/0Ed8fLzkngsg3acrVqwoCSI1pPzXA0Wd33v27Cnp0//xxx9IT08vtEz+IFwADBokIiIiIipBvDtDpYbymyfqAhiKovxwtbC3WRYsWCB5YyErKwsDBgxAUFAQjh8/jqdPnyIzMxO3b9/GsmXL0KhRI4SGhgJQHZFDOfiitEpJSZGklW/KAMC1a9ckDzs9PT01rif/jQIAuHnzpkoe5cCRXr16aVyPMTD0caHM3t4e4uXUZBBCIDc3F0lJSbh06RKWLVsmCXBISUnBRx99hKCgIOTl5WncTn3Lzs7G33//jcmTJ+PNN9+Ei4sLKlasCFNTU5iYmEg+yjeP87+JXpRatWqhcuXKsvPnf9AC4LUINjCkZcuW4dtvv5UsmzlzJgYPHqzRejZt2oTWrVvj2LFjAF4G+7z99tv4+++/ERcXh6ysLCQnJyM0NBSfffaZYgQYIQQ2bNgAHx8fJCQk6GajdCg9PR2bN2/G+PHj0aZNG1SvXh22trZq93vlkSo02e9btmyp0UO//Ps99/nC6SoIqijnzp3D6NGjJct69eqF999/X6f1GMqFCxckx+SQIUNkvTmen5+fn+LfV69exfPnz2WV69evHypWrCgrb7169dC2bVtFOj09HefPn9eonfQ/Zb1/P2zYMMXofVlZWdi8ebPiu7CwMFy9elWRzh9Qogs3btzA3Llz0a9fP9StWxdVqlSBhYWFyt8KExMTxMXFKcpp8rcCgF5GQKKClca+vBBCZaScokZ56tOnj+S8eujQIa0e+Ldv316jvwUdO3aUpM+dOyernK2tLRo2bKhJ08qckrhODQ4ORvPmzbFr1y5FMFOXLl2wdetWREdHIzMzE8+ePUNYWBgWLlyIGjVqKMr+888/8PT0xK1btzRupy60a9cOderUUaTzHwPZ2dn4448/FOl33nlHZZSV4nj8+DGWLysXvoQAACAASURBVF+Od999F02aNIGTkxOsrKzUnt83bdqkKJeenl5o4I6pqakkyOP58+fYsmVLgfkfPXqEPXv2KNK1a9dG165di7l1RERERESkLQaJUKmhfCNW+c0UOZQvYAu7uVujRg1s2bIF1tbWimWvblj5+vrCwcEBlpaWcHd3x9SpUxU3Q2vUqIFFixZJ1qV8U7m0Un4Qp+73UQ7oWLFihdqbB4V9GjVqJFmH8luQwMshhvPTJhjFGBj6uCiKqakpHBwc0KJFC0yePBlXrlzBkiVLJNMRbdiwAd98843WdeiaEAK//vorXFxc0LdvX/zwww84ceIEHjx4gJSUFFlvSz59+lR2fcpBH0XJfw4Cys7IRKXBH3/8gWnTpkmWjRgxAl9//bVG6wkJCcGwYcMUN7etrKzw999/Y9u2bejduzecnZ1hbm4Oe3t7eHt7Y968ebh+/brkvBUeHo5BgwaVmpF0srOzsXDhQjg7OyMwMBA///wzQkNDERcXh9TU1FK133OfL5iugqCKEhUVhT59+kj+Lxo0aIANGzbInm5OV4KDgyUPNIv6KD/Ae0U5GLW4Qa95eXmIiIiQVa6gNsnNL/chJKkq6/17V1dXyf6Q/83y/P+2tbXFgAEDdFLntWvX4Ovri8aNG+OLL77A7t27ERUVhSdPniA7O7vI8pr8rQBUR2sjwyoNffng4GDcv39fkfbw8ECLFi0KLWNpaYm3335bkc7NzcXGjRs1rrtx48bFyn/37l1Z5dzc3Az+99PQDH2dGhERgT59+igCNk1NTbF69WocPnwY77zzDmrWrAkLCwtUrFgRzZo1w8yZMxEeHo4ePXoo1hEXF4c+ffpo1VZdyB/ct3v3bsX5859//pEE3OlqqpnExESMGjUKNWrUwJQpU/DHH3/g+vXriI+Pl/0bFHWOHz16NMqVK6dIFzblzJo1ayTT7IwePfq1P06IiIiIiEozBolQqaF8QyA9PV3jh23Kw3MX9TC8U6dOOHHihOSNjsK0aNECR48eha2trWR5WQkSiY+Pl6TVDR+vbrjt4lL3lrhy4IimDxiNRUkcF5owMTHB9OnTsWDBAsnyuXPnIjk5WWf1aCsvLw/Dhw/HmDFjVPZ/TWgyBYw283HnV1qCDEq7PXv2ICgoSPJ7DRgwAL/88otGNxtzc3MxZswYyfRXK1euhL+/f6Hlqlevjj179qBKlSqKZSEhIfjzzz812Ar9yMjIQI8ePTBr1iyVEaQ0Ycj9nlTpKgiqKA8fPkS3bt0k58iaNWvi4MGDqFSpkk7rMiTloNe+fftqHPQ6ffp0yTrUBb2qY6iHkKReWe/f53+IeO7cOURERCAnJ0fylvnbb7+NChUqFLuuPXv2wNPTE8ePH9d6HZpOkyd3lB0yjJLoyytPFaM8pUtBdDHljCaj/QGAg4ODZKQ0uUFRxrCfG/o6dcKECZL8n3/+OcaMGVPo+itWrIi//vpLMn1uRESEXqbskyP/aFGZmZmKUTfy78u1a9dG+/bti13X7du30aJFC6xZs0ZynaOpos7x1apVQ9++fRXpM2fOqJ0G6NWLG6+YmZlh5MiRWreLiIiIiIiKr1zRWYgMo0qVKjAxMVHcWMjOzkZ8fDycnJxkr+PBgweStJzAgxYtWuDmzZtYs2YNNmzYgLNnz0rebgCAZs2aYdSoUZgwYQIsLCxw6NAhyffu7u6y21hS0tLSEBkZKVmm7ua5pm8DyqFuuGLlB5dlZcoeQyup40JT06dPx88//4w7d+4AeLm/bdu2rcTnGJ4/f77KW4YVK1ZEx44d0apVK9SsWRP29vawtLSEubm5Is+VK1fw0UcfGbq5JFNwcDDeeecdybnaz88PmzZt0ng6ib1790pGNmrQoIHsIfydnJwwbdo0fPrpp4plq1evxqBBgzRqg65NmjQJR48elSxzdHREx44d0axZM9SsWRMVK1aElZWV5Pc6ePAgFi9ebOjmkhq6CoIqSlJSErp16yYJSnB0dMShQ4d0Pp2NoRkq6FUdTR9CKufXR1/M2JTl/v3AgQPx/vvvKx6Grl+/Hm3atJEEcuniLfPIyEgMHDhQMkWEiYkJvL294ePjgzfeeAPOzs6wtLRUCQQcOnQoHj9+rFW9+ftbVHoYqi+fmpqKv/76S7LMyckJhw8fLrJsXl4ebGxskJqaCuDlKG7nz5+Hl5eX7Po1Da4yMTGBlZWV4nh8VXdRjGE/N+R16tWrVxESEqJIOzg4YMaMGbLqqFChAj777DNJkNHq1asxc+ZM2e3Uldq1a6NDhw6KwLz169dj4MCB2Lt3ryLP8OHDi93Xy8rKQq9evRAbGytZXrduXfj6+qJ+/fqoUaMGrK2tFdPOvLJ48WIcPHhQo/omTJiA7du3K9KrV6/G0qVLJXmCg4Ml11z+/v5qX1oiIiIiIiLDYZAIlRpWVlZwdXWVDD0bHR2t0U2G6OhoSbpBgwayypmbm2PcuHEYN24c0tLSEBMTg8TERFhbW6NmzZqSN8UBqLwZURamSrlw4YLKGyTqhvVVvnEWGBiIUaNGFatudRf/ym9rpqamqvzOVLLHhSbKlSuHvn374rvvvlMsO336dIkGiTx+/BgLFy6ULPvkk08we/bsIoOSivO2FelXaGgo+vbtKxki2cfHBzt27ICFhYXG6zty5Igk7e/vr9GN2T59+kiCRE6dOoXc3FyNg1V0JSwsTPI2orm5ORYtWoRJkyYV+fsoTwNGJUOXQVCFSUlJQY8ePXDjxg3FMjs7Oxw4cEDyxm1ZZaigV3U0fQipPO2Y3IeQVLiy2r+3sbHBgAEDsGHDBgDAxo0bJSPjuLm5wdfXt9j1zJo1S/KGuLe3N9atWyern8jpAV4/hurLb9u2TWX0iNGjR2u9vrVr12oUJJKenq7R+oUQkilR+GLD/xjyOlW5v965c2eN/ta+6t+/CmiJiopCXFwcqlWrJnsduhIUFKQIEjl9+jTmz5+vCNYzMTGRHaxemFWrVkleEHJycsLatWslU+8UJP9oH3J17doVderUUVxLbNiwAV9//TXKly+vyKM8DU1Jv0xCREREREQMEqFSpkGDBpKbDOHh4Rrd9FEeWlybh+HW1tZFlrt27ZokXRaCRLZt2yZJ29jYqP1tlW+Y29vbo2vXrjpvj/IQ9vHx8ahVq5bO63kdlIbjQg7lkWkePXqkl3rk2rVrl+Sm7rhx4/DVV1/JKit3SgEyrKtXr6Jnz56SB6gtWrTAP//8o/KQVS7laR1q166tUXnl/BkZGUhOTi6xoLetW7dKRp+YO3euypQlBeF+X/J0HQRVkIyMDPTu3Rvnz59XLKtQoQL27t2rNoC0LFJ+ePTtt9+iSZMmxVqn3PKaPoTU57Rw9FJZ698PHz5cESQSHR0teZCaf7oCbaWmpkreXHdycsL+/fvh4OAgq3xpmFKQdM8Qffm1a9fqdH2bN2/G0qVLZf+NTExM1Gj9ycnJkgDBsjLNrKEY6jq1uP11e3t7ODg4SPq6Dx48KJEgkXfeeQfvv/++4jr1+++/V3zXrl07vPHGG8WuY/PmzZL0jh070LZtW1lltbkeMDExwbhx4/Dxxx8DeDma2/bt2xEYGKhI79ixQ5HfxcUFPXv21LgeIiIiIiLSLdOisxAZTvPmzSXp06dPyy4bFxeHe/fuKdLm5ubw8PDQVdMUkpKScPbsWUXazs4OPj4+Oq9Hl1JSUlTmbO7Zs6fkzY5XlG+4REVF6aVNdevWlaQvXLigl3peB2XhuFCnpIdZzn+cAi+n4JAr/5v1VDpERETAz89P8mCqYcOGOHDgAOzs7LRer/I82+XKaRY/q24/L8mRaPLv96amppgwYYLsstzvS5Y+gqDUycrKwttvv614ixUAypcvj507d6Jdu3Y6q6ekKQdq1alTB127di3WR+7b0Zo+hFSeGocPIQ2vtPXvO3fuDBcXF7Xf6eIt80uXLkmmmQkMDJQdIBIVFaXyt5NeT7ruy9+9e1fyt0cXkpKSsHv3btn5r1+/rtH6lYPHNA1OeN0Z6jq1uP31V+vPr6T667a2tnjrrbfUfqeLqcTy8vIkQcDNmzeXHSACaH89MHLkSEmwVv6RQzZs2CD5Pxw1alSJjbpIRERERET/wyARKlV69+4tSR8+fFjyRnRhlOdN7dSpk17exPzrr7+QnZ2tSAcGBmo8rLihzZkzBykpKZJlBT049Pb2lmzP6dOnJW8060qHDh0k6X/++UfndbwuysJxAUDyFhkAjYYa1ofHjx9L0ppMn3D06FFdN4eK4f79++jatSvi4+MVy2rXro1Dhw7B0dGxWOuuXLmyJP3w4UONyivPpW5iYqKyTkPKv987OjrKfuiXl5eHY8eO6atZVAR9BUEpy83NxZAhQ7Bv3z7FsnLlymHz5s3w8/PTWT2lgaGCXtXhQ8iyp7T1701NTTF06FCV5W3btlUJtNYG+0ikjr778uvXr5dcw4wYMQJCCI0/r0bZeUX5ZYjCnDx5UqPgAOW+kbe3t+yyxsBQ16nF7a9nZmaqBGQW9xqiONQF+1laWuKdd94p9rqfPHkimbJQk/N7ZGSkyrWNXI6OjhgwYIAiHRISouh7/fLLL4rlpqamxZ7OmIiIiIiIdINBIlSq+Pj4SN78vHPnDkJCQmSVVZ47tV+/frpsGgDgxYsX+O9//ytZVtrnUt2+fTuWLl0qWdapUyd07txZbX4LCwvJd2lpaVizZo3O29WlSxfJG0D79u3DrVu3dF7P66C0HxfAy/m69+zZI1nWtGlTvdQll/INyvxvzBYmLCwMZ86c0UeTSAtxcXHo0qULYmNjFctq1KiBI0eOoEaNGsVev/I0V5o+/FKeI93NzU2rtxt1Jf9+L3efB4Ddu3dLfmMyHH0GQeUnhMCoUaPw119/KZaZmppizZo16N+/v87qKS06deokSRvywbamAVd8CFmySmv/Xt0b5bp4yxzQvo8khMDKlSt10gYqXfTdlxdCYP369ZJlAQEBWq2rX79+sLKyUqT379+vEvhUkPj4eBw4cEBW3ry8PGzcuFGyzNfXV35DjYChrlOV++shISGyg1GAl39n8wdOlC9fXifXEdrq2rUrqlevLlnWv39/nQQGa3t+B4AVK1YUq+7x48dL2vHLL7/gzJkzktFJunXrBjc3t2LVQ0REREREusEgESpVTE1NMWLECMmyuXPnFnkD4MiRIzhx4oQibWtri0GDBum8fbNmzZK8YTVkyBC0bNlS5/XoypIlSzB48GDJMmtr6yIv/mfMmCFJz5kzRzIXui44OTlJbgzm5eVh9OjRkjmf6aXSflwAwJo1a/Dvv/9KlvXt21cvdcnl7OwsSZ88ebLIMrm5uRpNS0P6lZSUBD8/P9y+fVuxzNHREYcOHdLZm/ZdunSRpE+ePKkyVVFBsrKy8O233xa6PkPLv98nJycjPDy8yDKpqamYPn26PptFBdB3EFR+77//vsoDuhUrVqgdreB10K5dO9ja2irS+/fvN9hoIrt27cLz589l5Y2MjJQEJlaoUAFeXl76ahqpUVr79w0aNEBqaipSUlIUH10Fr2jTRwKAlStXIiwsTCdtoNJF3335EydO4M6dO4q0o6Oj1n0mW1tb+Pv7K9I5OTn4/fffZZefPXu2rNFEVq9eLXmJwcXFBd26ddOssa85Q12nKu8r0dHR2Lp1q6w2CiHw9ddfS5a1b99e7dS7hmJmZobbt29Lzu/KfTRtVa5cWRKwfvbsWUmATEHCwsKKHSTSsWNHNGjQQJFeu3atyjpLQxAmERERERG9xCARKnU+/vhjyTCjx44dw8KFCwvM/+DBA4wZM0aybOrUqSpz0aujfCOsILm5uZg9eza+//57xTIHBweVETpKg5ycHGzZsgWtW7fGjBkzJDcEzMzMsG7dOsmFuzpvvvkmunfvrkgnJCSgW7dusn8v4GXQx86dO/Hxxx8XmOeTTz6R3Jw5ceIEAgICZM9zfuHCBTx79kx2m8oyQxwXx44dw6JFi5Cenq5R2/78809MnDhRsuydd94p8TeEfHx8JOnPPvsMGRkZBebPzc3FqFGjOIpIKZGSkoIePXpI3jyzt7fHwYMH0bBhQ53V06FDB7i6ukqWBQYGFhkYl52djVGjRiEiIkKyXN3w0YakvN/PnDmz0OC79PR0DBgwQPLghgzDEEFQr3zyyScqN+mXLFkieePzdWNpaYn3339fkc7NzcX48eNlPSgprtTUVMyfP19WXuV+0qBBg2Btba2PZhmN16l/b21tDRsbG8XH1FQ3l++tWrWChYWFIr19+3acPn260DJ79uzBhx9+qJP6ST9Kc19+7dq1kvTAgQOLNfJaYGCgJK3JlDNXrlwpMij87NmzKvv7+++/DzMzM/mNNBKGuE6tU6cO2rRpI1k2ceJEXL16tdC2CSHwySefIDg4WLJcV6MyFYelpaXk/G5ubq6T9ZqZmaF169aKdFxcHL755ptCy0RFRaFfv36Sade0lb9v+fjxY8loPE5OTujTp0+x6yAiIiIiIh0RRKXQV199JQBIPhMnThQPHjxQ5MnNzRU7duwQrq6uknzVq1cXycnJsuqpUqWK8PX1FatWrRL3799X+T4lJUVs2bJFtGjRQlKHqamp2L59u862Vx1fX19JnTNmzBCHDh2SfPbv3y82b94sVq1aJT799FPh5+cnKlasqPLbARA2NjYatfnx48eiZs2aknVUqFBBTJ06VYSFhYm8vDyVMklJSeLQoUNi2rRpirK+vr6F1rN8+XKVttapU0esXbtWJCUlqeSPiYkRq1evFh07dhQAxN27d2VvU1mn7+Nix44dAoCwt7cXo0aNEn///bd49OiR2rzPnz8Xu3btEr169VJpU6VKlUR0dLROt/2VOXPmSOoKCgoqMG9iYqKwtbWV5G/durU4e/asJF92drbYv3+/aNWqlSJfw4YNJeXmzJlTaLvy5y1qn1cWFBQkKW9M+3RhXh3j+T/z5s1TOQ/K+ag7l+S3bt06lboqV64sli1bplI2KytL7Nu3T3h7e6uU8ff318tvobyPFLY/3rx5U5iamkry9+rVS9y4cUOSLyMjQ/z555/C3d29wP1+zZo1BdZz9+5d2ceiOsp/44zN8+fPhZeXl+Q3sLe3F5cvX9Z5XV9//bXKvlrUOc2Q3NzcJG0LDg7W2boTExNF5cqVJet/++23RUpKiux1pKSkiG+//VasX7++wDyDBw9W+Y1NTU3Fn3/+Wei6Fy5cqFLm0qVLsttW1pw8eVLtOXrJkiWS38HJyanA87nyuUydstS/1/Uxb2dnJ/vcGhgYKMlbsWJF8dNPP4mMjAxJvsjISDFx4kTF35aqVatKjis3N7dC62E/53/0fQyU1r58WlqaSp/8+PHjxVpnRkaGynWvuvPnmjVrJHny/83x8/MTFy9elORPSkoSCxcuFJaWlpJyjRs3FllZWYW2qTjXA2WdIe7fhISECBMTE0nZChUqiHnz5om4uDhJ3tzcXHHy5EnRvXt3lXY1adJE5Obm6vw3UL5OXbp0qU7X369fP9n9pZ9++kmS18TEREyfPl08fvxYki8hIUEsWbJE8bfDxMRE1K9fv1jn7KSkJJXj59Xn448/1mLLiYiIiIhIX4zvrjyVCbm5uaJ3794qF5VmZmbijTfeEC1atBD29vYq31tZWYmTJ0/Krkf5wUGlSpVE06ZNhbe3t6hVq5awsLBQ24bffvtNj1v/kvJN5OJ8unXrJiIjIzVuw9WrV1UCRV597OzshIeHh2jdurVo1KiRqFatmtp8cm6QffDBB2rLvvr/9vLyEk2bNhWOjo4qeYzpRrO+j4tXN5aVP46OjqJhw4aidevWokWLFsLNzU3lBt2rj729vcrNVl3SJEhECCEWLVqktp1OTk7Cy8tLNGnSROUGc4MGDcSuXbskyxgkYni6Ov8VdRP1lQkTJqgta2pqKtzd3YW3t7do3LixsLa2VpuvXr16IjExUS+/hSZBIkIIMWnSJLVtrFmzpvD29hYeHh6iQoUKku/efPNNsXr1askyBonoj6GCoNauXatST/v27bWqR87DeW3oM0hECCEOHz4szMzMVI6F7777TsTExKgtc//+fbFlyxYRGBioeLC5YMGCAutQDhJ5tU2mpqbiww8/FLGxsZL8kZGRYtiwYSr/N1OmTNHptpc2yv/X2nzknGvKUv++JINEoqKi1AaXW1paiqZNmwovLy/h4uKi8jv9888/kv9LBonIp+9joLT25devXy+pw8XFRe0LB5oaPnx4kedQ5SCRH3/8UTRp0kSyzNnZWXh6eor69esLc3Nzld/EwcFBXLlypcj25C9jbEEihrp/oy7w9dWnVq1awtvbWzRr1kzlXJj/WLh9+7ZefoPSFCSSlZUlmjdvrrL9pqamon79+qJ169bC3d1dpX80e/ZsnZyzlY9N4GUAyq1bt7T/AYiIiIiISOeM7648lRkZGRkiICBA9g2zypUra/xgQfkmclEfFxcXceTIEf1ssJLiBolYW1uLwMBAcerUqWK1Iz4+Xu0bOHI/w4YNk1XPjz/+qPLQUs7H2G406/O4KOjGstyPn5+fuHPnjl63//PPP5fUOWbMmCLLjB8/XvY2NGnSRMTExIjg4GDJcgaJGF5x9kXlj5xjIDc3V3zxxReiXLlyGq+/W7du4uHDh3r7LZRvtH755ZeF5s/MzFR7o76gT6dOnURycrLKgxQGieiPofZv5fNLcT6a/h/Lpe8gESFejhakLjAAePkGc7NmzYS3t7eoX7++2odYgGZBIvv375f0aUxNTUWdOnWEl5dXgQ+Jvb29RWpqqs63vTQpqSCRoj4l2b8vySARIYQ4cOCAsLGxkfU7WVpais2bNwshBINEtFRSQSJyP/rqy3fu3FlSz/Tp03Wy3n/++Uey3ipVqqiM9qGubxMTE6MyelpBHycnJ3Hu3DlZ7clfztiCRIQwzP0bIYRYtWqVVvcNWrVqJSIiInS/4f+vNAWJCPEy4LVu3bqyf58PP/xQ5OXl6eScferUKZX1d+rUSbsNJyIiIiIivdHNpMZEemBpaYlNmzZh27ZtaN68eYH5rK2tMWnSJISHh6Njx44a1TF79my0bdu2yPmQ3d3dsWjRIkRERKBz584a1aFP5ubmsLGxgaurK7y8vBAQEIAvv/wSR44cQUJCAv744w/4+PgUqw5HR0fs378fx48fR58+fWBtbV1ofhMTE7Ro0QKzZs3C1atXsX79eln1TJo0Cbdv38aUKVPg5ORUaF57e3sEBgbiyJEjqFWrltxNeS3o87jo1q0btm/fjrFjx6J+/fowMTEpskzFihUxZMgQHDlyBAcPHkTt2rXlbopWMjIyJGlbW9siy6xatQrr16/HG2+8UWCeqlWrYv78+Th//jxcXFyK3U4qe0xNTTFnzhxcuXIF48ePR8WKFQvNb2Zmhs6dO2P79u3Yv38/qlWrpre2abrfW1hYYNeuXVi6dCmcnZ0LzFerVi388MMPOHz4MOzt7XXSVqLSaPjw4Th27JjavwMPHz7ElStXcO7cOURERODp06cqecqVK6fRMd6sWTPs2LFD0WfKy8vD7du3cf78edy/f18lv4+PDw4cOFBkH4vkKev9e0Pq1q0bzp8/jz59+hSYp1y5chg4cCCuXLmCwYMHG7B1pKnS2JePjo5GcHCwZFlAQIBO1u3n54cqVaoo0omJidi7d2+R5VxcXHD+/HnMmDEDNjY2avNYW1tj3LhxCA8Ph5eXl07a+7ozxP0bABg/fjzCw8Px0UcfwdHRsdC8JiYm8Pb2xpo1a3DmzBnUq1dP4/rKKldXV5w/fx7vv/8+LC0tC8zXpk0bHDhwAN98842sc4YcPj4+qF+/vmTZ2LFjdbJuIiIiIiLSHRMhhCjpRhDJERUVhdDQUDx48ABZWVmwt7dHw4YN0a5du0IveuVIT0/H5cuXERUVhfj4eLx48QIVKlSAi4sLWrZsibp16+poK8q+7OxsnDt3Dnfv3kViYiLS0tJgbW0NBwcH1KtXDx4eHrCzsytWHUIIhIWF4ebNm0hISEBKSgqsra3h7OwMDw8PNG7cGGZmZjraorJNn8fF06dPER4ejrt37yI+Ph5paWmwsLCAnZ0dKleujCZNmqBevXo6u5kkx4QJE/DTTz8p0p9//jnmzp0rq+yr/erixYtITEyEEAJVq1ZF48aN4enpyX2KJPLy8nDjxg1cvXoVSUlJeP78OSwtLWFvb486derA09OzwAcLutajRw8cOHBAkf7tt98wcuRIWWVzcnJw/vx5XL16FU+ePIGZmRmcnZ3RvHlzNGvWTF9NpiLo8rwZHBxc4EOWESNGYN26dTqpJygoCGvXrtXJuvKrVauWJHCisO0prpycHGzYsAGrVq3CxYsXkZubW2BeS0tLtG/fHv7+/hgyZAiqVq1aYN6AgABs2bJFkY6Li4OzszOioqIwY8YM7N69G3l5eSrlatSogY8++ghTpkyBqSlj93WN/XvNxMXF4cT/tXevsVnX5//ArwKlBZS1pZaCW0EpcpyAbEVhbKDEBYwROYUxY9weQEic47DpsmQDt5lsirCzihNRFzWhHhhsMw6VCYpOBHXhMESgGdAJpbRQzpT+H/zi/femBQr0ANyv1yOuz/dzuO6EB73pm893xYrYvn17HDx4MNq3bx+FhYUxePBgQcKL1IX4s3xTW7hwYdLPTE8++WTcddddifrw4cOxcuXK2LBhQ+zbty+ys7OjS5cuMXz48Gjbtm0zdHzpaMzvqZ+pqamJjz/+ONauXRtlZWVRWVkZ6enpkZWVFQUFBVFUVBTZ2dkNctbFrKqqKlasWBGbN2+OysrKaNOmTXzpS1+K66+/PgoKChr8vP3790enTp3iwIEDERHRoUOH2LFjR2RkZDT4WQAAwLkTEgHgovHNb34zXn311UR98j/0wqWoR48esWnTpkTdmL9Ersj2GAAAEOZJREFUh1RRUVERq1atitLS0igrK4vjx4/H5ZdfHh07doyePXtGjx49GuyXGbt27YqVK1fGli1b4ujRo4kzBg8efEn/chaguZ0pJAI0vPnz58eUKVMS9bRp02LevHnN2BEAAFCX09/BCwAXiBMnTsTq1auTxvr27dtM3UDTKC8vj82bNyeN+XsP5y8rKytGjhzZJGfl5eXFmDFjmuQsAIDm9PmbPyMiJk+e3EydAAAAp+NeYwAuCq+88kqUl5cn6uzs7Lj22mubsSNofM8//3zSayp69+4dubm5zdgRAABAbcuWLYs1a9Yk6htvvDF69erVjB0BAACnIiQCwAVv586dcc899ySNjR07Nlq3bt1MHUHjW7duXcyaNStpbNKkSc3UDQAAQN0OHDgQ06ZNSxqbMWNGM3UDAACcidfNAHDBef/992PPnj1RXl4e7777bjz55JNRWVmZeJ6ZmRn33XdfM3YIDe+tt96Kqqqq2L17d7z55pvx9NNPx5EjRxLPr7jiipg6dWozdggAAPB/310OHToUR44ciU2bNsUf/vCH+OSTTxLPBw0aFLfcckszdggAAJyOkAgAF5yZM2fGP//5z1M+f+ihh6KwsLAJO4LG9+1vfztKSkrqfNaqVauYP39+5OTkNHFXAAAAyU733SU9PT0effTRJu4IAAA4G143A8BFIzs7OxYsWBB33313c7cCTaZz586xePHiGD16dHO3AgAAcErp6emxYMGC6N+/f3O3AgAAnIabRAC4YF122WXRoUOH6Nu3b4wYMSLuuuuuyMrKau62oFG1b98+cnNz47rrroubb7457rjjjmjTpk1ztwUAAFBL69ato3PnzjF8+PCYPn16fPnLX27ulgAAgDNIq6mpqWnuJgAAAAAAAAAAaFxeNwMAAAAAAAAAkAKERAAAAAAAAAAAUoCQCAAAAAAAAABAChASAQAAAAAAAABIAUIiAAAAAAAAAAApQEgEAAAAAAAAACAFCIkAAAAAAAAAAKQAIREAAAAAAAAAgBQgJAIAAAAAAAAAkAKERAAAAAAAAAAAUoCQCAAAAAAAAABAChASAQAAAAAAAABIAUIiAAAAAAAAAAApQEgEAAAAAAAAACAFCIkAAAAAAAAAAKQAIREAAAAAAAAAgBQgJAIAAAAAAAAAkAKERAAAAAAAAAAAUkCr5m4AAACgIXTt2jVKSkpOOycjIyMyMjKiQ4cOkZ+fH927d48+ffrEkCFDoqioKNLT05uoWwAAAACAppdWU1NT09xNAAAAnK/6hEROJysrK8aMGRPf+973on///g3YWcOYPXt23H///Yn6jTfeiGHDhjVfQwAAAADARcfrZgAAACKioqIiFixYEAMGDIjx48fHjh07mrslAAAAAIAG5XUzAADAJWnOnDnRr1+/pLFjx47F3r17o6KiIkpKSmLVqlWxevXqOHToUNK84uLiWL58eSxatMhtHQAAAADAJUNIBAAAuCQNHDiwXgGPQ4cOxTPPPBO//vWvY8OGDYnxsrKyGDVqVPz973+Pb3zjG43YKQAAAABA0/C6GQAAIKW1adMmJk+eHB999FFMnz496dmhQ4di/PjxUVpa2kzdAQAAAAA0HCERAACAiGjVqlXMnTs35s6dmzS+e/fu+OEPf9hMXQEAAAAANByvmwEAAPic6dOnx4oVK+Kll15KjD377LPxk5/8JHr06FGvPbZv3x7r1q2LrVu3RmVlZURE5OTkxJVXXhk33HBDZGdnN0rv5+o///lPfPjhh7F79+6orKyMnJyc6Ny5c3zta1+LnJyc5m4PAAAAAGggQiIAAAAnmTNnTixevDhOnDgRERE1NTXx2GOP1bpl5DPHjx+PZcuWRXFxcSxbtixKSkpOuXdaWlpcf/31ce+998Ztt90WaWlpp5y7fPnyGD58eJ3PTjX+mZqamtM+r6qqiocffjieeuqp2Lp1a51zWrZsGUOHDo2f/exnMXTo0NPuBwAAAABc+LxuBgAA4CRXX3113HrrrUljL7/88innT5w4MUaOHBlPPPHEaQMiEf8X3li1alXcfvvtMW7cuDhw4ECD9Hw2li5dGt26dYvZs2efMiASEVFdXR3Lly+Pr3/96zFlypQ4fvx4E3YJAAAAADQ0IREAAIA6jBkzJqneunXrKQMghw8frjV2xRVXRO/evWPQoEHRr1+/yM3NrTXnxRdfjNtuuy1xY0lTmD9/fowePTp27dqVNN62bdvo1atXFBUVRWFhYbRo0aLWunHjxp3xhhIAAAAA4MLldTMAAAB1GDRoUK2xtWvXRpcuXeqcn5ubGxMmTIhbbrklioqK6gyFbN68ORYsWBDz5s1LBEtee+21+M1vfhPTp0+vNb9fv37xj3/8IyIinn766XjmmWcSz+bMmRP9+vU7q8/02muvxdSpU5NCKbfeemvMnDkzhgwZEq1a/f+viOXl5fGnP/0pfvGLX8T+/fsjImLx4sXx4IMPxn333XdW5wIAAAAAF4a0Gv8NDAAAuAR07do16aaPN954I4YNG3bO+9XU1ET79u2jqqoqMfbwww/HjBkzas1dtWpVDBgwIDIzM+u19wcffBA33XRTlJeXR0TElVdeGdu2bUsKaZxs9uzZcf/99yfqs/18FRUV0atXr/jf//4XEREtWrSIxx9/PL773e+edt369etj2LBhsXv37oiIaN26dZSUlER+fn69zwYAAAAALgxeNwMAAFCHtLS06NChQ9JYaWlpnXNvuOGGegdEIiL69+8fDz74YKLesWNHvPrqq+fWaD09+uijiYBIRMQDDzxwxoBIRETv3r1j4cKFifro0aPx+9//vjFaBAAAAAAamZAIAADAKWRlZSXVn79V5HxNnDgxWrZsmajffvvtBtv7ZNXV1fG73/0uURcUFMTMmTPrvX7UqFExYMCARP3CCy80aH8AAAAAQNMQEgEAADiFyy67LKk+evRog+3drl27yMvLS9Rr165tsL1P9uGHH8bOnTsT9cSJEyM9Pf2s9rj55psTf964cWOUlZU1WH8AAAAAQNM49QuvAQAAUtz+/fuT6oyMjDOuWbduXRQXF8eaNWti/fr1sXfv3ti3b18cO3bstOsaM3SxYsWKpPorX/nKWe9RUFCQVG/YsCGGDh16Xn0BAAAAAE1LSAQAAOAUKisrk+qTbxb5vH//+99x9913x5tvvnlOZ1VUVJzTuvrYsGFDUj1hwoTz3rO8vPy89wAAAAAAmpaQCAAAQB1qampq3e7RuXPnOucuXbo0xo4de16vozly5Mg5rz2TPXv2NPieJwdoAAAAAIALn5AIAABAHTZu3BgHDhxIGuvWrVuteZs2bYpx48YlBUTS0tKiqKgoBg8eHFdffXXk5+dHZmZmZGZmJq2944474tNPP22cD/A5jXFLyYkTJxp8TwAAAACgcQmJAAAA1OFf//pXrbEBAwbUGvvRj36UdAtIUVFRPPXUU9GzZ88znpGWlnZ+TdZT27Ztk+pf/vKXMXDgwPPas0+fPue1HgAAAABoekIiAAAAdSguLk6qCwsL44tf/GLSWFVVVfz1r39N1B07doxXXnklsrOz63XG3r17z7/ResjNzU2qr7rqqhgxYkSTnA0AAAAAXDhaNHcDAAAAF5otW7bE3/72t6Sx22+/vda8NWvWJL1m5lvf+la9AyKbN29OuoGkMV111VW1zgYAAAAAUo+QCAAAwEl+8IMfxIkTJxJ1ixYtYvLkybXmffrpp0l1jx496n3G66+/flY9tWiR/PWtpqam3muHDx9+XmcDAAAAAJcGIREAAIDPmTdvXrz00ktJY3feeWcUFhbWmntyUOPzt4qcTk1NTTzyyCNn1Ve7du2S6oMHD9Z7bVFRUdINJ6+//nqsX7/+rM4HAAAAAC5+QiIAAAARcfz48Zg5c2bMmDEjaTw/Pz9+9atf1bkmPz8/qV65cmW9znrkkUfigw8+OKv+cnJykuqtW7fWe216enpMmzYtUdfU1MSUKVPi2LFjZ9UDAAAAAHBxExIBAABS2uHDh+Pxxx+Pa6+9NubOnZv0rG3btlFcXBx5eXl1rh04cGC0bt06Ub/44ovx9ttvn/a8pUuX1gqi1EefPn2S6hdeeOGs1n//+9+Pjh07JuqVK1fGuHHjorKyst57HDhwIH7729/GE088cVZnAwAAAAAXhlbN3QAAAEBjeP/99+P48eNJY8eOHYuKioqoqKiIbdu2xTvvvBOrV6+u89UtHTt2jOLi4hgyZMgpz2jXrl2MHTs2nnvuuYiIqK6ujpEjR8ZDDz0Ud955Z2RmZibmfvzxxzFv3rx47LHH4sSJE5GXlxfV1dWxZ8+een2eAQMGRG5ubpSVlUVExPLly+PGG2+MCRMmREFBQVJYJSJixIgRSfUXvvCFWLRoUdx0002JG0T+8pe/RJ8+fWL69Okxfvz4KCgoqHXuf//733j33Xfj5ZdfjiVLlsS+ffti1qxZ9eoZAAAAALiwpNWc/BJtAACAi1DXrl2jpKSkQfaaOHFizJs3r9brZOryySefxHXXXRf79u1LGs/MzIxrrrkmMjIyorS0NLZv35541rJly1iyZElMnTo10XOXLl1i27Ztpz3r5z//efz0pz+t12c41Ve9559/Pr7zne/E4cOHaz3r1KlT5OXlRUZGRlRWVsauXbti7969tebNmjUrZs+eXa8+AAAAAIALh5tEAAAAIiInJyfGjh0b99xzT/Tt27fe67p16xaLFi2KsWPHRlVVVWL88OHD8dFHH9Wan5mZGQsXLoyRI0eedY8//vGPY9OmTfHnP//5rNd+ZuLEidG9e/eYNGlSbNq0KelZaWlplJaWnnZ9y5Yto3Pnzud8PgAAAADQfNwkAgAAXBLqc5NI69atIzMzMzp06BD5+fnRvXv36Nu3bwwZMiS++tWvRnp6+jmfv3Hjxrj33ntjyZIldT5v1apVjB49Oh544IG45ppravVcn5tEPvPWW2/Fc889F++9915s2bIl9u/fH0eOHEmac6avetXV1fHss8/GH//4x3jvvfeiurr6lHMzMjJiyJAhMWrUqJg0aVJ06tSpXn0CAAAAABcWIREAAIAGVFpaGitWrIjt27fHwYMHo3379lFYWBiDBw+OrKys5m6vTpWVlfHOO+/Ezp07o6ysLI4dOxaXX3555OXlRc+ePaNHjx6RmZnZ3G0CAAAAAOdJSAQAAAAAAAAAIAW0aO4GAAAAAAAAAABofEIiAAAAAAAAAAApQEgEAAAAAAAAACAFCIkAAAAAAAAAAKQAIREAAAAAAAAAgBQgJAIAAAAAAAAAkAKERAAAAAAAAAAAUoCQCAAAAAAAAABAChASAQAAAAAAAABIAUIiAAAAAAAAAAApQEgEAAAAAAAAACAFCIkAAAAAAAAAAKQAIREAAAAAAAAAgBQgJAIAAAAAAAAAkAKERAAAAAAAAAAAUoCQCAAAAAAAAABAChASAQAAAAAAAABIAUIiAAAAAAAAAAApQEgEAAAAAAAAACAFCIkAAAAAAAAAAKQAIREAAAAAAAAAgBQgJAIAAAAAAAAAkAKERAAAAAAAAAAAUoCQCAAAAAAAAABAChASAQAAAAAAAABIAUIiAAAAAAAAAAApQEgEAAAAAAAAACAFCIkAAAAAAAAAAKQAIREAAAAAAAAAgBQgJAIAAAAAAAAAkAKERAAAAAAAAAAAUoCQCAAAAAAAAABAChASAQAAAAAAAABIAUIiAAAAAAAAAAApQEgEAAAAAAAAACAFCIkAAAAAAAAAAKSA/we2hgAdND4C4QAAAABJRU5ErkJggg==\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -1782,7 +1789,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAB+gAAARHCAYAAADQlzrTAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAuIwAALiMBeKU/dgAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nOzdd3RU1drH8V8qgVQQQjGhIxA6hCIi0hUL4EWaFyliw3IRQRS4dEQQFL2vioh0BEUsKEUElF5EIPQWDNXQCSSE9Hn/yMqYMzNJZkJmkuD3s5Zruc/ss/dzMmd2wjxn7+1mMplMAgAAAAAAAAAAAAAATuWe3wEAAAAAAAAAAAAAAPBPQIIeAAAAAAAAAAAAAAAXIEEPAAAAAAAAAAAAAIALkKAHAAAAAAAAAAAAAMAFSNADAAAAAAAAAAAAAOACJOgBAAAAAAAAAAAAAHABEvQAAAAAAAAAAAAAALgACXoAAAAAAAAAAAAAAFyABD0AAAAAAAAAAAAAAC5Agh4AAAAAAAAAAAAAABcgQQ8AAAAAAAAAAAAAgAuQoAcAAAAAAAAAAAAAwAVI0AMAAAAAAAAAAAAA4AIk6AEAAAAAAAAAAAAAcAES9AAAAAAAAAAAAAAAuAAJegAAAAAAAAAAAAAAXIAEPQAAAAAAAAAAAAAALkCCHgAAAAAAAAAAAAAAFyBBDwAAAAAAAAAAAACAC5CgBwAAAAAAAAAAAADABUjQAwAAAAAAAAAAAADgAiToAQAAAAAAAAAAAABwARL0AAAAAAAAAAAAAAC4AAl6AAAAAAAAAAAAAABcgAQ9AAAAAAAAAAAAAAAuQIIeAAAAAAAAAAAAAAAX8MzvAICcxMTEaOPGjeZyaGioihQpko8RAQAAAAAAAAAsJSYm6uzZs+byQw89pKCgoHyMCACAgocEPQq8jRs3qkuXLvkdBgAAAAAAAADAAT/88IM6d+6c32EAAFCgsMQ9AAAAAAAAAAAAAAAuQIIeAAAAAAAAAAAAAAAXYIl7FHihoaGG8g8//KCqVavmUzQAAAAAAAAAAFsiIyMN25VafrcLAABI0KMQKFKkiKFctWpV1apVK5+iAQAAAAAAAADYw/K7XQAAwBL3AAAAAAAAAAAAAAC4BAl6AAAAAAAAAAAAAABcgAQ9AAAAAAAAAAAAAAAuQIIeAAAAAAAAAAAAAAAXIEEPAAAAAAAAAAAAAIALkKAHAAAAAAAAAAAAAMAFSNADAAAAAAAAAAAAAOACJOgBAAAAAAAAAAAAAHABEvQAAAAAAAAAAAAAALgACXoAAAAAAAAAAAAAAFyABD0AAAAAAAAAAAAAAC5Agh4AAAAAAAAAAAAAABcgQQ8AAAAAAAAAAAAAgAuQoAcAAAAAAAAAAAAAwAU88zsAAAAAAAAAAAAA5B2TyaS0tDSZTKb8DgUA8o2bm5vc3d3l5uaW36EYkKAHAAAAAAAAAAAoxEwmkxISEhQbG6vY2FglJSXld0gAUGB4eHjI19dX/v7+8vX1lYeHR77GQ4IeAAAAAAAAAACgkIqPj9dff/2l5OTk/A4FAAqk1NRU3bx5Uzdv3pQk+fv7q2zZsvmWqGcPegAAAAAAAAAAgEIoPj5eZ86cITkPAA6IjY3V6dOn823sJEEPAAAAAAAAAABQyGQk59lnHgAcl5iYqFOnTikxMdHlfbPEPQAAAAAAAAAAQCFiMpn0119/WSXnvby8FBAQID8/P3l5ecnNzS2fIgSA/GcymZSamqrbt28rNjZW8fHxhnEzJSVFFy9eVPny5V0aFwl6AAAAAAAAAACAQiQhIcFqaWZ/f3/de++9JOUBIBMvLy/5+PioePHiSkpK0tmzZ5WUlGR+/datW0pOTpaXl5fLYmKJewAAAAAAAAAAgEIkNjbWUPby8iI5DwA58Pb2VoUKFeTubkyR37hxw6VxkKAHAAAAAAAAAAAoRCwT9AEBASTnAcAOnp6eCggIMBwjQQ8AAAAAAAAAAACbTCaTYXlmSfLz88unaACg8LFM0CcnJxv2pnc2EvQAAAAAAAAAAACFRFpamtUxV+6dDACFneWYaTKZSNADAAAAAAAAAADAmq0kEsvbA4D9LPegl2w//OS0/l3WEwAAAAAAAAAAAAAA/2Ak6AEAAAAAAAAAAAAAcAES9AAAAAAAAAAAAAAAuAAJegAAAAAAAAAAAAAAXIAEPQAAAAAAAAAAAAAALkCCHgAAAAAAAAAAAAAAFyBBDwAAAAAAAAAAAACAC5CgBwAAAAAAAAAAAADABUjQAwAAAAAAAAAAAADgAp75HQAAAAAAAAAAAAAA50pKStLRo0d16tQpnT9/XrGxsUpOTlZAQIDuuece1a1bVzVr1pSHh0ee9JeSkqKdO3fq4MGDunr1qjw8PFS2bFk1atRItWrVypM+gMKIBD0AAAAAAAAAAABwF1q2bJnWrVunrVu36ujRo0pJScm2fmBgoHr16qVBgwapRo0aueozLi5OkydP1owZM3Tt2jWbdapXr6633npL/fr1k5ubW676AQorlrgHAAAAAAAAAAAA7kKvv/66Zs6cqYMHD+aYnJekGzdu6LPPPlPdunU1duxYmUwmh/o7cOCA6tatq3feeSfL5LwkHTt2TM8++6w6duyoGzduONQHUNgxgx4AAAAAAAAAAAD4h/Dx8VH58uUVGBiotLQ0XblyRWfOnDEk45OTkzVu3DidPXtWs2fPtqvdY8eOqU2bNrpy5YrhuJ+fnypXrqzbt2/r1KlTSk5ONr+2Zs0adezYUb/++qt8fHzy5gKBAo4Z9EAhc+rUKbm5uZn/69evX36HBCAPjR071vAZ37BhQ7b1M9dt1aqVS2IsTBgzAQAAAAAA8E9Xrlw5Pf/881q4cKEiIyN169YtHTt2TL///rv++OMPnTp1SlevXtXnn3+ukJAQw7lz5szR3Llzc+wjJSVF3bp1MyTnS5Qoofnz5+vatWvat2+fjh8/rgsXLmjkyJFyd/87Rbl9+3YNGzYs7y4YKOBI0AMAAAAAAAAAAAB3oVWrVuncuXP6/PPP1bt3b1WpUsWQHM9QvHhxPf/889q/f78aNmxoeG3kyJFKS0vLtp85c+bowIEDhvY2b96sPn36yMvLy3y8RIkSmjhxohYuXGg4f8aMGTpx4kRuLjFLlpN3cpoMBbgKCXoAAAAAAAAAAADgLlS3bl25ubnZXb948eJatGiR4Zzo6Ght3bo1y3OSkpI0ceJEw7Fp06YpLCwsy3Oefvpp9e7d21xOSUnR2LFj7Y4TKMxI0AO4Y//0JaTnzZtnuP558+bld0gAkKV/+phtj4oVK5p/PhUrVszvcAAAAAAAAFyqZs2aatSokeHYkSNHsqy/Zs0anT171lyuWLGi+vfvn2M/Gdt9Zvjmm29048aNXEQMFC4k6AEAAAAAAAAAAACYValSxVDOvLe8peXLlxvK/fv3t2vWfpUqVfTQQw+Zy8nJyVq1apWDkQKFDwl6AAAAAAAAAAAAAGYJCQmGclBQUJZ1V65caSh36NDB7n7at29vKK9YscLuc4HCigQ9AAAAAAAAAAAAAEmSyWTSrl27DMcsl7zPcPHiRV24cMFcLlKkiBo2bGh3Xw888IChHBER4UCkQOFEgh4AAAAAAAAAAACAJGnOnDn666+/zOUaNWqoSZMmNuta7k1ftWpVeXt7291XWFiYoRwZGamUlBQHogUKHxL0AAAAAAAAAAAAADR//ny9/PLL5rK7u7s+/vjjLPeUP3bsmKEcGhrqUH+lSpWSj4+PuZyUlKSoqCiH2gAKG8/8DgCAa8XFxenQoUM6evSorl69qtu3byswMFAlS5ZUw4YNdd999+V3iAYxMTHatm2boqOjdfnyZfn4+KhUqVJq0KCB1ZN1joqNjdXevXt17NgxxcTEKDExUcWKFVPx4sVVsWJFhYWFqXTp0nl0Ja6Rlpam33//XSdOnNClS5eUmpqq4OBgVapUSc2bN5eXl1d+h2g3Z773thw8eFBHjhxRdHS04uLiVLp0afXp0yfbn9m5c+d06NAhRUVF6caNG5KkEiVK6N5779X999+v4sWL53mcBcmxY8e0f/9+XblyRdeuXTO/RzVr1lS9evUcelI2szNnzuj333/XxYsXdePGDZUoUUJlypTRAw88oFKlSuXxVaRfx86dO/XXX3/Jw8NDwcHBatKkiWrWrJkn7UdEROjw4cO6dOmSEhISFBwcrNDQULVo0UJFixbNkz4y++OPPxQZGano6GglJCSoQoUKevrpp/O8n7yWmJiorVu36ty5c4qOjpaHh4caN26shx56KMtzkpOTdezYMR0+fFgXLlxQbGysfH19VaJECdWoUUMNGzaUp2fB+XM3KSlJO3bs0KlTp3T58mWlpaWpVKlSqlatmpo1ayYPD4/8DhEAAAAAcJdLSU1T9I2EnCvijpUN9JGnR8GbJ3v8+HGdOXPGXE5OTtb169d18OBBLV++XIcPHza/5u3trc8//1xt27bNsr1Lly4ZyiEhIQ7HVK5cOf3555+GNqtVq+ZwO0BhUXC+sQTgNMePH9eSJUv0888/648//sh2eZgyZcpo4MCBeu2113JMLlasWFGnT5+2Oj5//nzNnz8/y/Pmzp2rfv36Zdv2Tz/9pGnTpmnbtm1Zxlu+fHm9/vrrevnll1WkSJFs28tsz549mjhxolauXKmkpKRs61aqVEmPPfaYBg4caEgKnzp1SpUqVbJ5Tv/+/dW/f/8s24yKilLFihXtjtcely5d0vjx4/XVV1/p6tWrNuv4+/vrySef1Pjx41WhQoVs26tdu7YOHTpkLkdGRqpKlSoOxXTr1i2VKVNGcXFxktIT19HR0TkmbZ3x3m/YsEGtW7c2l8eMGaOxY8cqJSVFM2bM0MyZMw3Xm6Fr164KCgoyl1NSUrRu3TotW7ZM69ats3n/Z3Bzc1OzZs00bNgwde7cOcsnTAubK1euaOrUqVqyZInOnj2bZT1fX1+1b99ezz//vDp27Jjj9aelpWnevHmaPn26Dh48aLOOu7u7mjRpohEjRuiJJ564o+uQpF9++UUjR47UH3/8YfP1mjVrasqUKbnqKzY2VlOmTNHcuXMNy4Fl5uPjo0ceeUQTJkxQ7dq17Wp33rx5hvElYzy9ffu2pk2bprlz51o9YRwYGKinn37aqWO2Pfr162foJ2MsPHfunCZMmKClS5cqJibGcE7nzp2tEvRXrlzR0qVLtWLFCm3evNk8xtji6+urnj176u2331bVqlUdii/D6dOns71/+/btq3nz5mXb9sGDBzV+/HitXr06y3iDgoLUu3dvjRo1SsHBwdm2BwAAAABAbkXfSNCD7/2W32H8I2we1lqhJYrldxhWPv30U3300UfZ1nFzc9Mjjzyid999V/Xq1cu2ruV3Hb6+vg7HZHlOdt/3AHeDgvfoDoA8tWLFClWvXl1jx47Vjh07cty75cKFCxozZozq1KmjXbt2uSjKv126dEmtW7dWp06dtGnTpmzjPXPmjN544w3VrVtXJ0+etKv9yZMnq3Hjxvr+++9zTM5L6Qmkjz/+WIsXL7b7Glxt6dKlqlq1qj755JMsk/NSesJwwYIFql69uj755JNs2+zbt6+hvGDBAofj+vbbbw1/SPXs2TPb5Lyz33tL169fV+vWrfWf//zHZnLelp49e6pjx46aPXt2tsl5STKZTNq+fbuefPJJPfXUU7p161au4ixIZs6cqUqVKum9997LNjkvpT+g8cMPP+ixxx7L8Wd1/vx5NW7cWAMGDMgyOS+lJ/F37NihTp066dFHH1VsbGyurkOShg0bpocffjjL5LyUvn9Wp06dNGHCBIfa3rhxo6pWrap33nkny+S8JCUkJOiHH35Q/fr1NXLkSIf6yOz06dMKDw/X6NGjC93yX+vWrVPt2rX1+eefWyXnbbl+/brKli2rV155Jdtkd4Zbt25p9uzZql27do5JdGdISUnRa6+9pnr16umbb77JNt6YmBh9/PHHqlq1qlauXOnCKAEAAAAAAIy6deumkSNH5picl6yT6ZmXq7eX5SqTJOhxtyNBD9zlEhKslysqWrSo7rvvPjVq1Ejh4eGqVKmS3N2Nw8H58+fVqlUrHTlyxFWh6sSJE2rWrJk2bNhgOO7m5qaKFSsqPDxcderUkZ+fn+H148eP6/7779fx48ezbX/27NkaPny40tLSDMf9/f1Vp04dNWvWTPXq1VNoaGihme08a9Ys9erVyypR6efnp1q1aql+/fqGGeBS+jLSr776qsaPH59lu7179zYstbxo0SKZTCaHYrOciWqZ9M/M2e+9pZSUFHXq1ElbtmwxHytevLjq1q2runXrKjAw0OZ5tj5PpUqVUlhYmJo2bap69eqpZMmSVnW+++47de7c2ereK0xef/11vfTSS1Z/HHt4eKhSpUpq3Lix6tSp4/AS9FFRUWrevLn27NljOO7u7q7KlSsrPDzc5ooPq1evVuvWrXX9+nWHr+Xtt9/W1KlTzWV/f3/VqlVL4eHhNuMfPXq0vvvuO7vaXrlypR555BGrpb18fHzMS65b9pGamqpJkyZpwIABDl/LzZs31aFDB8PSY8HBweatIHLzxLKr7N27V507dzZvDyFJFSpUUHh4uKpUqWJze4nU1FSrh3cy7sH69euradOmqlGjhtXKGomJierfv3+uHjbKrfj4eD3++OP6+OOPrT77ZcqUUf369dWwYUOr2fKxsbHq3LmzvvnmG5fFCgAAAAAAkNnSpUvVokULtWzZUpGRkdnWtfzONDfbXlp+l3P79m2H2wAKE5a4B/4BPDw89Mgjj6hTp05q06aNKleubJWQj42N1Y8//qjx48ebk53x8fF6+umntWfPHpsJ6y+//FK3b9/WxYsX1bt3b/PxDh066M0338wynlq1alkdi4+PV+fOnQ2zPytVqqS3335b3bp1Myy3n7HM+MiRI81JvcuXL6tHjx7asWOHzSXPExMTNWzYMMOxrl27avjw4WrYsKHV9cXGxmrXrl1atWqVFi1aZNVemTJltHbtWknpy2RnTva9+eab6tChQ5bXX6ZMmSxfc8SePXv0yiuvGBI/5cuX17Rp09SpUyfzzyE1NVXr1q3TkCFDDDPFx4wZo8aNG6tjx45WbZctW1bt27fXzz//LEn6888/tWXLFj344IN2xXb27FlDsr1GjRpq0qSJzbrOfu9t+eKLL3Tx4kVJUrt27TRu3Dg1a9bM/LkwmUxav369zf3BS5Ysqe7du+uxxx5TkyZNbCbkIyMjNWfOHE2fPt38B+r69ev10UcfafDgwXbFWJB89NFHVsteVa5cWaNHj1anTp2stsM4e/as1qxZoyVLlujXX3/Nst2UlBT16tXLsOeVp6enhg4dqtdee03lypUzHz958qQmT56sL774wnxs9+7dGjhwoL766iu7r2XTpk3me61p06aaMGGCWrdubd6n3GQyaePGjRo4cKCOHj1qPu8///mPOnXqlO1+5mfPnlXv3r0N/yi55557NHnyZPXs2dPwgMn27ds1bNgww0Mic+bMUePGjfXSSy/ZfT2TJk0y38s9evTQiBEjVLduXfPrycnJWrdunaS8HbPzwsCBAxUfHy8fHx8NHTpUL730ku69917z6zExMdq/f7/Nc8PDw/Wvf/1LDz/8sGrVqmX12U9JSdHGjRs1depUrVmzxnz8lVdeUevWrRUaGmrV5rBhw8w/l969e5t/rqVLl7b5eyBD5vvU8voy9+3n56fBgwerf//+Vluk7Nu3TxMnTtSyZcskpY/bAwYMUIMGDXJcmh8AAAAAAMARH374oT788ENz+fbt27p69ar27dun77//XosXLzYnyDdv3qzGjRtr7dq1Cg8Pt9me5Yx5e1autZSYmJhtm5mNHTtW48aNc7gPSYZtUHOSsU0q4Awk6IG7XKNGjXTy5Mkc9xz39/fXv//9b3Xt2lVdu3bVqlWrJEkRERH6+eefbSZxH3jgAUnp+7FnVrZsWbVr186hOIcMGWKYrf/EE09o8eLFVjOmpfQE3iOPPKLWrVurV69e+v77782xfvrppzYToOvXr9e1a9fM5T59+mS757K/v7/atGmjNm3aaNKkSTp37pzhdR8fH/M1Wr4WFhbm8PU7ymQyqV+/fkpOTjYfq1evnjZs2GA1Y97Dw0MPP/ywWrVqpUcffdSQMB0wYIBOnjxpMxHdt29fc4JeSp8Rb2+CfuHChYYHB7KbPe/s996WjMTb66+/runTp1u97ubmZvM9HDlypBo0aJDjMk1Vq1bVpEmT1L17d7Vt29Z8773//vt67bXXsk3yFjQHDx60St4+9dRTWrRoUZYPRISGhuq5557Tc889p927d1sl8DN89NFH2rlzp7ns7e2t5cuX65FHHrGqW6VKFc2aNUtNmjTRCy+8YD7+9ddfq2fPnurSpYtd15ORnO/Xr5+++OILw0oRUvp736pVK23atEn169c3L1F//vx5rVy5Up07d86y7ZdfftmwTHtoaKg2b95sc/y9//77tXHjRvXr108LFy40Hx8yZIg6deqUZdLXUsa9/OGHH2rQoEFWr3t5eZnH77wcs/PCxYsX5efnp9WrV6tFixZWrwcFBally5aGY76+vtq+fbuaNWuWbduenp5q27at2rZtqwkTJmj06NGS0pdH+/jjjzVlyhSrc8LCwhQWFibJ+I/AzOO9vb7++mvDbP0qVapozZo1qlKlis36GUvgT5061fwwWWxsrIYMGaLly5c71DcAAAAAAIAjihYtqpCQEIWEhOixxx4zT5yKiIiQlD6JokuXLjp48KDVd8+SrL7HtbUKaU4sZ8zb+m4YuJuwxD1wl6tUqVKOyfnMfHx8tHDhQsMS33PnznVGaGZnz541zIqtW7euvvnmmxx/CRcpUkSLFi1SxYoVzcc++ugjpaamWtW1XAL95Zdftjs+b29vVa5c2e76rrB27VodOHDAXC5WrJh+/PFHm38gZShSpIi+++47wwz+6OhoLV682Gb9Ll26GO6DZcuW2f3HVebElLu7u2G2bmaueO+z0rx5c33wwQd215fSk6qO7KFUv359vffee+by+fPn9csvvzjUZ36bNGmS4UGQFi1a6Ouvv7Z7tYJGjRrZ3DIgNTXValb+pEmTbCbnM3v++eetZpi///77dsWSITw8XJ9//rlVcj6zUqVKadSoUYZjq1evzrL+sWPHDPuGu7u7a9myZdmOv+7u7pozZ47q1KljPhYfH68ZM2bYcxlmPXv2tJmcLwymTZtmMzmflaJFi+aYnLc0atQow8NFzt6L3mQyGZ6uLlasWLbJ+czefPNNdevWzVz+6aefHN7CAwAAAAAA4E5UrVpVa9euNaxAeP78ecMqsplZfpd769Yth/u0PIcEPe52hWcKH/JEQkKCtm3bpqNHj+r69evy9vZWSEiImjZtWuASkMg/JUqUUMeOHc3LRm/bts2p/X3yySeGPYWnTp1qd/KvWLFiGjx4sDk5dfr0af3xxx9q2rSpoZ7lE3i29jYuTDIntSVp8ODBKl++fI7nBQYGauzYsYYE5+eff25z72sfHx91795ds2bNkiTduHFDP/zwg3r27JltHzt37tSxY8fM5bZt2yokJMRmXVe891kZP368za0b8lrPnj314osvmh8e2LZtmx599FGn95sXoqOjtXTpUnM5I6FsuUVGbqxZs0Znz541lytUqGB3kvmdd97RggULFB8fL0nasmWLjhw5opo1a9p1/vjx4+0aA7p3766BAweayxnbKtgye/ZsmUwmc7lXr15ZbuuQmaenp6ZOnWp4MGHWrFkO3Z8TJkywq15BU758eT3//PMu6evf//63Nm/eLEm6dOmSIiMjnbZ0/Jo1awzbIwwaNMiu5HyG//73v+b9500mk77//nu99dZbeR4nAAAAAOCfqWygjzYPs3+Zb+Re2UD7J/oUNCVLltS4ceP07LPPmo/NmzdP77zzjlXd4OBgQ9lyxVl7ZKximVWbmfXp08fuCR+WWz1OmzZN9erVs+tccmZwJhL0+eBO9seQ0peKdnT21+XLlzVu3DjNmzcvy6eXGjVqpFGjRmW7fC/+OTLvj3v+/HldvnxZpUqVckpfGcvpS+n7szu6lLDlfu+bN2+2StJaLhe9aNEiNWzY0MFIC45NmzYZyv3797f73F69emnw4MHmhxZ2796t+Ph4FStWzKpu3759zQl6KX2Z+5wS9Jlnz2e0kRVXvPe2lC5dWm3atHGor9zy9fVVcHCwoqOjJUl79+51Sb95Yf369YZVCTp27Khq1arlSdsbN240lPv06WP30v8lSpRQly5dDKs/bNq0ya4EfWBgoB5++GG7+ylfvrzOnDkjSYYHCixZXk/mf7zkpH379goJCTH/4+XixYs6fvy4qlevnuO5jRs3LrR7lPfo0SNPHvawh+We73v37nXazy3zuCZJzzzzjEPn161bV2XKlNGFCxckpY9rJOgBAAAAAHnF08NdoSWsvwcELD355JMaMGCAeVLKX3/9pdOnT1utGGn5HVbGd2n2unTpkmHl1pxWtK1cubLdyXPLrR4bNWqkVq1aORQf4Awscf8PsGHDBoWFhemTTz7JdmmR3bt3q0uXLurbt6+SkpJcGCFcJSYmRrNnz1b//v3VsGFDlS1bVr6+vnJzc7P679133zWce+XKFafEdP36dR08eNBcbtiwocMJG8uZ45n3M8/Qpk0bw3LW06dP18svv6w///zTwYjz36lTp8z7TkvpM48dmZ0ZEBCg8PBwczk1NVW7du2yWfeBBx4wJGTXrl1rThrZkpSUZF55QZL8/f315JNP2qzrqvfelvDw8DuePX/o0CGNGzdOnTt3VrVq1VSyZEl5e3vb/DxlJOcl532WnCFjxnGGvJz5n3nveUkOPzDRtm1bQ3nHjh12nefofZb5ad0bN27YrJOYmGjek0tKX6HDkWXb3d3d1bq18cl1e6/Hnln6BdWdxp6cnKyffvpJr732mlq2bKmQkBAFBATI3d3d6jNo+VCGMz+HmT83vr6+qlGjhsNtZF5Czt5xDQAAAAAAIC8FBQWpRIkShmO2vhu2/O7j5MmTDuWYLL/7qFKlit0TeYDCinzkk8oAACAASURBVDv8LrdlyxY9+uijVst7BwUFqVKlSrp+/brOnj1rmCG5YMECxcXFadmyZS5Z/hnOd+vWLY0bN07/+9//lJiYmKs2YmJi8jiqdMeOHTMsC71q1ao7vu+uXbtmdSw0NFTPPvusYTb4jBkzNGPGDDVq1Ejt2rVTy5Yt1axZM6s/Ogqa06dPG8p169Z1uI169eoZkkjZPdXYp08f817cqamp+vLLLzVkyBCbdVesWGH4+Xfr1s3mzHzJde+9LZazaR1x4MABvfrqq1arGNjLWZ8lZzh58qShnPnBjjt1p/ex5VJU9j6Zm93yWLb4+vqa/9/yd2mGCxcuGP7RUaNGDXl7ezvUT7169bRw4UJz2d7ruZN7Ob/lNnaTyaQ5c+ZoxIgRunTpUq7acObnMPM/Km/dunXHqwTYO64BAAAAAAA4m61tI8uUKWNYDTAxMVG7d+/W/fffb1ebW7duNZTr169/54ECBRwJ+gLAkT0vJOulurNy/fp19ejRw5BQqFChgj766CN16tTJnAg7d+6cJk6cqJkzZ5rrfffdd5o+fbreeOMNu+NCwXTlyhW1adNGBw4cuKN2cpvYz8nVq1fzvM2sZrn+73//04ULF/TTTz8Zju/evVu7d+/WlClT5Obmpnr16qljx47697//rVq1auV5fHfq+vXrhnLJkiUdbsPyHMs2M3vmmWc0evRoczJ9wYIFWSbo58+fbyhnt7y9K997SwEBAblqf8WKFeratesdrTLirM+SM1gmBh1Nbmcn8z3n7u7u8IMxjtzDmfn45P3eX67+TGaW23u5IMhN7Glpaerbt68WLVp0R30763N469atPG/b3nENAAAAAAAgL8XGxlp9P1i6dGmbdR977DHNnj3bXF67dq3dCfq1a9cayk888YSDkQKFDwn6AsBZe15MnTpVf/31l7lcqVIlbdmyxSrBHxISos8++0zly5fXyJEjzcfHjx+v/v37q3jx4nkeG1ynW7duVsn50NBQtW7dWmFhYQoJCZGfn5+KFi1qmOW3YMECw2xOZ3HGLMa0tDSbx318fLR8+XJ99dVXeu+99wxLUmcwmUyKiIhQRESE3n33XT322GP68MMPC9Qez3FxcYZy5hm+9rI8JzY2Nsu6FSpUUKtWrfTbb79Jkvbv36+IiAirJxmvXLmi1atXm8uVKlXSgw8+mGW7rnzvLdl60jMnx48f11NPPWVIzru5ualJkyZq3ry5KleurDJlysjHx8cqCdy7d2/DtgSFheV94efnl2dtZ76Ps1plITuO3MPO5urPZGa5uZcLitzEPmHCBKvkfEBAgFq1aqVGjRopNDRUQUFB8vHxMbS/b98+DR069I5jzokzxrXMK40AAAAAAAC4ysqVKw3fS5QqVUply5a1WbdTp06GBP3cuXM1atSoHFdMPXnypDZu3Ggue3l55ek2m0BBRYL+LnX58mX93//9n+HYrFmzsp19P3z4cK1Zs8a8bPONGzc0bdo0vfPOO06NFc7z448/asOGDeayv7+/ZsyYoV69euW45O769eudHF06y8Rc69atNWLEiDtqM7uHStzc3NSrVy/16tVLhw8f1tq1a7VhwwZt2bLF5p7EK1eu1KZNm7Ry5cpsk82uZJkkvXXrlsNtWJ7j7++fbf2+ffuaE/RS+gMclgn6xYsXKzk52Vzu06dPtn+Aufq9v1Nvv/22YWZskyZNNH/+fLv2ly6s24VY3hdxcXG5mh1ui5+fn3lmcHx8vMPnO3oPO1N+fCb/iS5evKgpU6YYjg0fPlwjRozI8eGRzFv5OJPluFaiRAl9/fXXLukbAAAAAAAgr9y+fVtjxowxHHv88cezzCs8/PDDCgkJ0blz5yRJp06d0ty5c/Xss89m28/YsWMNDwF07dpVgYGBdxg9UPCRoL9LffXVV4YZfS1btlTbtm2zPcfNzU1jxowx1JszZ44mTpxYaJNL/3RfffWVoTxz5kz16tXLrnNdteetZbLPx8dH7dq1c0nfYWFhCgsL06BBg2QymXT06FH98ssvWrZsmbZs2WKuFxsbq6eeekonT57M0xnEuWWZhM7NUvGWDyPklNju2rWrXnnlFXMScfHixXrvvffk6fn3r5EFCxaY/9/NzU19+vTJts38fO8dFRcXp5UrV5rLpUuX1s8//2z3AwH2Llde0FguO3/p0iVVrFgxT9ouXry4OUGflpam69evO/SAhaP3sDPlx2fyn2j58uWGbXteeOEFTZo0ya5zXfU7LSgoSJ6enkpJSZGU/o/ZgjquAQAAAACAu9+wYcPUrVs3NW7c2O5zrl27ph49euj48ePmYx4eHho8eHCW5xQpUkQjR47UwIEDzceGDh2qZs2aKSwszOY5ixcvNqyU6OHhoXHjxtkdJ1CYZT+FFoXW8uXLDeUBAwbYdV7r1q1VqVIlc/nChQvasWNHnsYG18n83t1zzz3q3r273eceOnTIGSFZyXy/SVJkZKRL+rXk5uammjVratCgQdq8ebM2bdpkSCBfunTJJUv+26NChQqG8r59+xxuw/IcyzYt+fn5qWvXrubyxYsXtWbNGnP50KFD2r17t7ncokULVa5cOds2C8p7b489e/YYlrbv1auX3QnUyMjIQrXvfGbVqlUzlP/44488a/tO72NH72FnKlu2rLy9vc3lo0ePGu4XexSk6ymoLP8eefnll+0+11W/09zc3Azv3e3btw3bDQEAAAAAALjSL7/8oiZNmqhp06b64IMPFBERYVgFNUPGBLYJEyaoevXqWrduneH1wYMHq06dOtn2NWDAANWqVctcvn79uh588EEtWLDAPJlBSn8AYNSoUXrmmWcM57/44ou67777cnOZQKFDgv4uFBcXZ16mPkOHDh3sOtfNzc1qpteKFSvyLDa4VuY9r6tWrSoPDw+7zrt586Yh2ZoTy2VtHNkvNyQkxLC/+4kTJ3T27Fm7z3eWBx98UJMnTzYcyzyrPrM7uf7cqFixokqXLm0unz59Wn/++afd58fGxhoSrZ6engoPD8/xvL59+xrKmWfMZ/5/W3VtKajvvS2W+8dXr17d7nN//fXXvA7HZSy3dVi1alWetd2sWTND2dGfk2V9y/ZcydvbWw0aNDCXk5KSshwvbDGZTIbtSCTnXo+rx6y84srPYeafkaM/n9atW99R3wAAAAAAAHnt999/15AhQ9SgQQP5+fmpcuXKatiwoZo1a6ZatWopMDBQNWvW1OjRo61Weuzbt6/VtoO2eHl56ZtvvjGsynnt2jX17dtXxYsXV/369VW9enWVKVNGEydOVFpamrlekyZNNG3atLy7YKCAI0F/Fzp06JDhCahKlSqpTJkydp//wAMPGMoRERF5FhtcK3NSwZHZnHPmzFFCQoLd9X19fQ1lR/eTfuSRRwzljz/+2KHzncXys2Brj3rpzq8/Nx566CFDed68eXafu2TJEsMy0eHh4Vb7JtvSunVrw8zQH3/8UTExMUpLSzMsRVS0aFF169bNrlgK6ntvyTJBZ+/nyWQyacaMGc4IySXatm1r2MZg9erVOnHiRJ60bXkPL1q0yPAkbXauX7+u77//3nCsZcuWeRJXbt3JZ3Lt2rWGh1PKli3r1KeF82PMygu5/RxGRERo+/btDvWV+Wd0t/xOAwAAAAAAkNK/U4mKitLevXu1c+dOHT58WLGxsVb1AgIC9Omnn2ru3LlZ7j1vqWbNmvr111+tVoeMi4vTvn37dPz4casZ/O3atdOaNWtUtGjR3F8UUMiQoC8gEhMTdeTIEW3ZskU7d+5UZGRkrr8wP3LkiKGc1f4eWbGsb9keCo/MD2YcOnRIMTExOZ5z/vx5h/d5CQgIMMzOj4qKcuj8wYMHG5KA//d//6c9e/Y41IYz2LsntOU+3Y5ef24899xzhvIHH3ygc+fO5XjezZs3NXbsWMOx559/3q4+3dzcDMsOJSQkaOnSpVq3bp1hCecnn3xSAQEBdrVZUN97S5YPOdk7O3rGjBmF+iGn0qVLq2fPnuZyWlqaBgwYYHi6Nbc6dOig8uXLm8tRUVF2JzJHjRpl+B354IMPqkaNGncc050YMGCA3NzczOUvv/zSrpVIUlNTNWzYMMMxy893XrvTMTu/5OZzmJqa6tBS+Bkyj+tXr161+Y/UrHTp0sWwOsjOnTsL9YM6AAAAAACg8FqyZImmTJmidu3a2fWdrZubm+rWraupU6cqMjJSAwcONHznZY969erpwIEDGj58eLbbhFarVk2zZs3SL7/8oqCgIIf6AAo7EvQFwCuvvKKgoCCFhYXpwQcfVLNmzVStWjUFBgaqWbNmGjdunC5fvmx3e8eOHTOUQ0NDHYrHsv7p06cdmk2NgqN58+bm/09KStLw4cOzrX/58mU9/vjjdiXyM/Py8jLM9oyIiNDJkyftPr9y5coaMGCAuXz79m09/vjjDs94/PXXX/XCCy/YfG3UqFEOzdA1mUx6//33DccaNWpks27mfXWk9JnltvbxyUvt2rVT3bp1zeVbt26pc+fOunHjRpbnJCUlqVu3boqOjjYfK1u2rJ5++mm7++3Tp4+hvGDBAs2fP99wzJ7l7TO44r3PC40aNTLsMf7dd99p27Zt2Z6zYsUKvfHGG06LyVWGDx+uIkWKmMubN29Wz549lZiYaNf5f/zxh8370sPDQ4MGDTIce/vtt7V+/fps25szZ44+/fRTw7EhQ4bYFYsz3XfffXr88cfN5bS0NHXt2jXbB2dMJpOee+45w/7zvr6+eumll5wa652O2fkl8+80KX1cz7waiKXU1FQ9++yzDo8nknFcN5lM+vbbb+0+18PDQxMmTDAcGzRokGbNmuVQDMePH9cLL7yg8+fPO3QeAAAAAABAhpo1a2rYsGFau3atrl+/rqNHj2rFihX69NNPNXnyZE2YMEEffvih5s6dq99++00xMTHat2+fhg4dqlKlSuW6X39/f02aNEkXL17U5s2bNWPGDE2cOFHvvvuu5s2bp/379+v48eN67rnnHH4AwBEVK1aUyWQy/9eqVSun9QU4wjPnKnC2w4cP2zyekpKinTt3aufOnZoyZYqGDh2qMWPG5LiP+KVLlwzlkJAQh+IpXbq0PD09zYnMtLQ0Xb16Vffee69D7WQVmyMPG0hSZGTkHff7T9WnTx99+eWX5vJnn32m+Ph4jR8/3rDETGxsrJYuXar//ve/unDhgqT0X9yOrJ7QoUMHc/3U1FS1bNlSL7zwgurWrSs/Pz/DL9latWqpbNmyhvOnT5+u33//XXv37pUkRUdHq2XLlurdu7defPFFhYeHG2ZaS+nL4kRERGj16tX69ttvdezYMaulczIcOHBAEydO1JAhQ/Svf/1LnTt3VuPGjXXPPfcY6qWlpWnbtm0aN26c1q1bZz5erFixLBPZwcHBqlevnjnJduLECd1///165plnVKVKFfn4+Bjqt2jRwuqYo9zc3DR37lw1a9bM/DDAnj17VL9+fU2bNk1PPPGEOaGclpam9evXa8iQITpw4IChnTlz5jgUS7Vq1dS8eXNzcnrr1q2G/ezvvfdetWvXzqFrcfZ7nxd8fX3VtWtXLVmyRFL6Pd6xY0dNnTpVffr0MfwMT5w4oenTp2vmzJlKS0tTcHCwUlNTdfXqVafF50xhYWGaNm2aXnvtNfOxb775Rnv27NGoUaPUqVMnqydhz507p59//llffvmlNmzYoKioKAUGBlq1PWjQIC1dulQ7d+6UlL6aTMeOHfXmm2/q1VdfNYwTf/75p6ZMmaJZs2YZljrv0aOHOnfunNeXnSuffvqpNm/ebH7I6fTp02rQoIGmTJmiHj16GJZN37Fjh9566y1t2rTJ0Ma0adNUrlw5p8d6p2N2fnjyySf1xhtvmGez79mzR61bt9ZHH32kpk2bmuulpKRo/fr1GjlypHkVg9z8Tss8633gwIHavXu3mjdvrhIlShj+FitXrpzV6kM9e/bUhg0bNHPmTElScnKyXnjhBX311VcaPHiwWrdubbXVQHJysg4fPqzffvtN3377rbZu3SqTyaQRI0bYHTcAAAAAAEBW3N3dVb16dVWvXt1lfXp5ealFixZq0aKFy/oECgUTXG7MmDEmSbn6r1WrVqbY2Nhs2+/evbvhnOnTpzsco7+/v6GNo0eP5vZyDe7k2jP+O3jwYJ7EUlhFRUUZfh59+/bNtv6jjz5q8+dYuXJlU9OmTU3Vq1c3eXt7G157+umnrd6r3377Ldt+jh07ZvLx8bHrPZw7d67NNs6ePWuqU6eOzXN8fX1NNWrUMDVt2tRUp04dU0hIiMnNzc2qXoUKFWy23blzZ5vtli1b1lSnTh1Ts2bNTHXq1DH5+fnZrDdjxoxsr3/BggV238NRUVHZtuWIzz//3OTu7m7Vh7+/v6lOnTqm+vXrm4oXL24zjnHjxuWqz5kzZ2Z5bW+99Vau2nTme28ymUy//faboe6YMWMcjjEyMtIUEBBg1a+Pj4+pbt26psaNG5tCQkIMr3l4eJhWrVplqlChgl1xmkzW42ROn73MdR966CGHr8tegwcPtvn+eHh4mCpXrmxq3LixqW7duqZSpUo5dM+fPHnSVL58eatz3N3dTVWqVDE1btzYVLFiRZt9N2zY0HTt2rVs43Z0zLT00EMPGc7PyYoVK0xFihSxirVo0aKmsLAwU6NGjUzBwcE2r+fZZ5/Nsf25c+faNZ7mJC/GbEf17dv3jsfC9957z2aMpUuXNjVu3NhUp04dq89pjRo1TMuXL3doDEhOTjZVr17drp9PVvdUUlKS1d9kGf95enqa7+8GDRqYKlWqZPW72Bm/MwAAAADA2Q4ePGj4N80//btcZ0lOTjYdPnzY8F9ycnJ+hwUAhUZ+j6MscZ9P3Nzc1Lx5c73zzjtau3atzp07p/j4eCUkJOj8+fP66aef9OKLL1rNbN2wYYN69uyp1NTULNuOi4szlHMzU7do0aLZtonC48svv1STJk2sjv/555/auXOnjh07pqSkJPPxnj17au7cuQ73c99992nhwoXy8/PLdawhISHavn27evfubbWsza1bt3T06FHt3LlTBw4c0Llz5wyzaDNk3tPaHtHR0Tpw4IB27NihAwcOWN3rRYsW1WeffZbjktPPPPOMhg0b5tTleGx5/vnntWTJEvn7+xuOx8bG6sCBA4qIiND169cNrxUpUkQff/yxRo8enas+u3fvnuW44sjy9pnlx3vvqCpVquibb76xuscTEhK0f/9+7dq1y7CcuY+Pj7788kt17NjRqXG5ygcffKBPPvlExYoVMxxPTU3Vn3/+qV27dmn//v0Or5JSuXJlbd26VQ0bNjQcT0tL08mTJ7Vr1y6dOnXK6ryOHTtqw4YN2e5jlR8ee+wxrVmzRsHBwYbjt2/f1uHDh7V7926rlW48PDw0fPhwzZ4922Vx5sWYnR/efPNNvfjii1bHL168qF27dunAgQO6efOm+XidOnW0du1au/ZYy8zT01PffvutqlSpkutYvby89PXXX2vKlClWf1elpKSY7++9e/cqKirK8Ls4Q8mSJa3OBQAAAAAAAFC4kaDPBx06dNDRo0e1detWjRgxQu3atdO9996rokWLqkiRIipXrpwef/xxffbZZzpx4oQeeOABw/krV6602n83M8v94jPvm2yvzPsNS8p2j1cUbEFBQdq0aZNGjRplc4npDLVq1dLixYu1ZMmSXN0zkvTUU0/p+PHjmjx5sh5++GGFhoZaLZWcE19fXy1cuFARERHq1auXgoKCcjynRo0aGjRokLZt22a1XHSGWbNmac6cOeratatKly6dY5slSpTQSy+9pCNHjthMBtkyZcoURUREaOjQoWrRooWCg4PveCl7e3Tv3l2RkZF65ZVXVKJEiSzr+fv7q0+fPjp69KheeeWVXPcXFBRkc0nx8PBw1axZM9ftOuu9z0sdOnTQrl279MQTT2RZx9PTU0899ZT27dunHj16OD0mV3r55Zd18uRJ/ec//8nxcxQUFKRevXpp/fr1qlixYrZ1Q0JCtGvXLn3xxReGvb8tubm5qWnTplq+fLlWrVpl9WBKQfHQQw8pMjJSI0aMyHa5eh8fH3Xp0kV79+7VpEmTXBhhurwYs/PDZ599pgULFqhy5cpZ1gkODtaECRO0a9cuh7f6yVCrVi3t379fc+fO1VNPPaX77rtPgYGBOW41ZGnYsGGKiorS0KFD7XqQqEyZMurdu7e+++47/fXXX3b9zgIAAAAAAABQeLiZbE1DRIGSkJCgNm3aaPv27eZjwcHBioqKsprJKKXP3lu1apW5PGPGjBxn/1oqXbq0YYbfrl27FB4enovojXK7B32XLl3M5YMHD2abwEHWEhIStH37dh05ckTXr1+Xt7e3ypUrp8aNG+u+++7L7/BsSktL0549e3T8+HFduXJFN2/eVLFixRQUFKQqVaooLCxMpUqVcrjdqKgoHTt2TKdPn9aNGzeUlJQkPz8/lSpVSnXq1FFYWJjVvueFQWpqqn7//XedOHFCly5dUlpamkqVKqXKlSurefPm8vLyyu8Q7eas9z6vREdHa/PmzeYVUAICAlS1alU1b97crocLCjuTyaSIiAgdOXJEly9fVmxsrHx9fVWmTBmFhYWpdu3aDicyM5w5c0Y7d+7UxYsXdfPmTRUvXlxly5ZV8+bNrWamFwYRERE6dOiQLl26pMTERJUqVUqhoaFq0aKFzd/jsE/GPbh7925duXJFJpNJwcHBql27tsLDw3N9/zlbZGSkIiIidPnyZV2/fl2enp4KDAxU+fLlVbNmzRwfaAEAAABQcKWkpin6RoLN18oG+sjT4+6fL3fo0CHVrl3bXOa7XOdISUnRiRMnDMeqVatWKL/PBID8kN/jKAn6QiIyMlI1a9ZUSkqK+dj3339vSFxn6NGjh5YuXWouT58+Xa+//rpD/QUEBCg2NtZcPnLkiGrUqJGLyO8cf9QBAAAAAAAAKOjOXovXg+/9ZvO1zcNaK7TE3f+QNt/lukZ+J5YAoLDL73H07n9k7y5RtWpVderUyXDsl19+sVnXcj/ZW7duOdSXyWSyWtK+sO1RCwAAAAAAAAAAAAAFDQn6QqRt27aG8rFjx2zWs1z+99y5cw71c/HiRcNMfXd3d5UsWdKhNgAAAAAAAAAAAAAARiToC5HQ0FBDOau93KtXr24onzlzxqF+LOtXqFBBPj4+DrUBAAAAAAAAAAAAADAiQV+IeHl5GcrJyck261nuFX/48GGH+jly5Ei27QEAAAAAAAAAAAAAHEeCvhC5cOGCoVyqVCmb9WrVqmVI5p86dUrR0dF297N161ZDuX79+g5ECQAAAAAAAAAAAACwhQR9IbJlyxZD2XLJ+wz+/v5q2bKl4djatWvt6sNkMmndunWGY0888YQDUQIAAAAAAAAAAAAAbCFBX0jExMTo22+/NRxr27ZtlvU7depkKM+ePduufn777TdFRUWZy6VLl1bTpk0diBQAAAAAAAAAAAAAYAsJ+kJi6NChiomJMZe9vb3VsWPHLOv37NlTvr6+5vKmTZv066+/ZtuHyWTSuHHjDMf69+8vd3duEwAAAAAAAAAAAAC4U575HcA/zeTJk9W+fXs1atTIrvopKSl66623rGbAv/TSSypbtmyW5wUHB+vVV1/VlClTzMeee+45bdmyReXKlbN5zrvvvqtNmzaZy4GBgXrzzTftitOVbt68aXhYIS8EBATY9SDCzZs3lZaWlqd9Z/Dz85OnZ84fybi4OKWkpDglhmLFisnb2zvHevHx8UpKSnJKDD4+PvLx8cmxXkJCghISEpwSg7e3t4oVK5ZjvaSkJMXHxzslBk9PT/n5+eVYLyUlRXFxcU6Jwd3dXQEBATnWS0tL082bN50SgyQFBQXZVS+vx4XMGCPSMUakY4xIxxjxN8aIdIwR6Rgj0jFG/I0xIh1jRDrGiHSMEX9jjEjHGJGOMSJdYR4jbtyIV1qC7Z/LjRsx8nd37P4tjGOEM98TAADuFiToXeznn3/W8OHD1bx5c3Xv3l1t27ZVjRo1rP7IuXHjhlatWqX33ntPERERhteqVKmi0aNH59jXsGHDNH/+fF24cEGSFBUVpebNm+t///ufnnjiCbm5uUmSzp07p4kTJ2rmzJmG80eOHKkSJUrcyeU6xcKFCxUcHJynbb7++ut2/dE9Z84cp/3DvF+/fqpYsWKO9ZYtW6ZTp045JYYuXbqofv36Odb75ZdfrO7LvNKqVSu1atUqx3o7duzQhg0bnBJD/fr11aVLlxzrHT58WD/88INTYqhYsaL69euXY71z585p3rx5TokhKChIr7/+eo71bt68qQ8//NApMUjS2LFj7arnzBgYI9IxRqRjjEjHGPE3xoh0jBHpGCPSMUb8jTEiHWNEOsaIdIwRf2OMSMcYkY4xIl1hHiNu3E7WzT+ibNab/dl+BRb1ciiGwjhGXLp0ySlxAABwNyFBn0+2bdumbdu2SZKKFCmikJAQBQYGysPDQ1evXtWpU6dsPvVYpkwZrV69Wvfcc0+OfZQoUUJff/21Hn74YfOTvadPn1bnzp0VFBSkSpUqKSYmRmfOnFFqaqrh3M6dO2vo0KF5cKUAAAAAAAAAcHdJSE7V5dhE3bidbD4Wl+icVSYAAMDdhQR9AZCYmKiTJ0/mWO/RRx/V3LlzHZo93rJlS61cuVLdunXTtWvXzMdjYmK0d+9em+c8/fTTmjNnjnmGPQAAAAAAAABAup2UqjeX7dPawxeVmJKmmK1/z5h3k0kBum37RJNzlqAHAACFDwl6Fxs5cqRq1qypzZs36+jRo1Yz1y35+fmpY8eOevXVV9WyZctc9dmmTRsdPnxY48aN0/z587Pco6pBgwb673//q3/961+56gcAAAAAAAAA7mZvLtunFfujbb7mr9t61nO1zddik0KkYkWcGRoAACgkSNC7WPv27dW+fXtJYBw8gQAAIABJREFUUnx8vA4fPqxTp04pOjpacXFxSktLU1BQkIoXL66wsDDVqVNHHh4ed9xv6dKl9emnn+r999/Xtm3bdOTIEcXExMjb21v33nuvmjZtqqpVq95xPwAAAAAAAABwN0pITtXawxfzOwwAAFDIkaDPR8WKFVN4eLjCw8Nd1mfRokXVtm1btW3b1mV9AgAAAAAAAEBhdzk2UYkpuVuqvqjXnU/CAgAAdwc3k8lkyu8ggOwcOnRItWvXNpe3bdummjVr5mkfAQEBcnd3z7HezZs3lZbmnP2i/Pz85OmZ8zMzcXFxSklJcUoMxYoVk7e3d4714uPjlZSU5JQYfHx85OPjk2O9hIQEJSQkOCUGb29vFStWLMd6SUlJWW4Zcac8PT3l5+eXY72UlBTFxcU5JQZ3d3cFBATkWC8tLU03b950SgySFBQUZFe9mJgYp8XAGJGOMSIdY0Q6xoi/MUakY4xIxxiRjjHib4wR6Rgj0jFGpGOM+BtjRDrGiHSMEekK8hhx9lq8HnzvN2McCX//HMq5XdXPRd623eBLW6Sg8g7FUBjHiCNHjqh58+bm4wcPHlStWrWcEts/WUpKik6cOGE4Vq1aNbveKwBA/o+jjNYodAICAuz+R7Qz+s5v9vwjydmKFStm1z8Yncnefzg7k7e3t11fIDiTp6dnvn0eMri7u+d7DJL9X645E2NEOsaIdIwR6Rgj/sYYkY4xIh1jRDrGiL8xRqRjjEjHGJGOMeJvjBHpGCPSMUakKyhjhLvP358NT7fbCiriZrtiYKDkpHgL0hhREGIBAKCgI0EPAAAAAAAAAIADiihJpdxumMufPN1QZdyKScvyMSgAAFAokKAHAAAAAAAAAMAOPkrUVK+Zau++Wz5uyX+/8G3+xQQAAAoXEvQAAAAAAAAAANhhqtdMPeGxI7/DAAAAhZh7fgcAAAAAAAAAAECBl5Kg9u678zsKAABQyDGDHgAAAAAAAADwj5OQnKrLsYl217928ZxCMy9rby9PH8mvtOPnAQCAuxIJegAAAAAAAADAP8btpFS9uWyf1h6+qMSUNJt1iihJpdxuGI6V0VUtK5KLDqs/Knn55OJEAABwNyJBDwAAAAAAAAD4x3hz2T6t2B9t8zUfJWqq10y1d98tn9zMls/M0yc9Od/5kztrBwAA3FVI0AMAAAAAAAAA/hESklO19vDFLF+f6jVTT3jscLjdi0/9oNL3VjYe9Cv9/+zde3SU5dX//88kM8mQIwRCYjhEUBuMCkgqiCgHIaAIQn/GFmsfEQtCTa3YEhUVfKBYFbSALrVgba2Cbb9gNHIQm1aRInIsIAYEtBDBQIgQSEKYZJK5f3/Mk5EJCZmZTDKT5P1aK2vluu/rsMeyXJU9e19UzgNAEHnjjTc0adIk1/jPf/6z7r333sAFhDaLBD0AAAAAAAAAoE0oKq24aFv79JAdPu3bPuFSqUNyIyIDACBwqqqqdPDgQR06dEhHjx7VmTNnVFFRoejoaHXo0EFXXXWVrrnmGoWFhfntTMMw9J///Ee7du3SiRMnJEkJCQnq06eP+vXrJ5PJ5Lezgg0JegAAAAAAAABAmxdvOuNTW/tKU5jC21/SBBEBANB0cnNztXr1an366af64osvVFFRcdH57dq10x133KEHH3xQ/fv39/lcu92uxYsXa9GiRfr222/rnNO1a1dNnz5dv/rVr2SxWHw+K1iFBDoAAAAAAAAAAACaW7gq1dVU5PpJ1Emf9gnpdRut7AEALc6cOXP04osvaseOHQ0m5yXp3LlzWrZsma6//no98MADHq2p7ciRIxowYICysrLqTc5L0tGjRzVjxgwNHDjwovNaKiroAQAAAAAAAABthlUVWmBZovSQHT5VzNcwzFaZUkbLPO5lP0YHAEDgWCwWde/eXbGxsQoNDdWpU6d06NAhORzfXw9jGIZeffVVHT58WO+9957Hbe9PnDihYcOG6euvv3Z73q5dO/Xs2VMOh0OHDh2SzWZzvduxY4eGDRumTZs2qVOnTv75kEGABD0AAAAAAAAAoM1YYFmisaGbvVs0aZ0Uk+T2yBSVQOU8AKBFi4uL0+jRozVkyBANGjRIV1xxhcxm9/Tx2bNntWrVKs2dO1f79u1zPf/ggw/09NNPa86cOR6dde+997ol561Wq5599llNmTJFERERrrOWLl2qxx9/3JWoP3jwoO677z69//77jf24QYMW9wAAAAAAAACAtqHKpvSQHd6vi0mSOiS7/5CcBwC0YEuWLFFhYaHeeustTZ48WVdeeeUFyXlJioyM1IQJE7Rz507dcsstbu+ee+45nT59usGz/vGPf+iDDz5wjS0Wiz788EM99NBDruR8zVkPP/yw1q1b53b3/KpVq/Txxx/78jGDEgl6AAAAAAAAAECbEFpe5H1be7NVikpomoAAAAiQq666qs6EfH3Cw8P15ptvKjo62vWsoqJCq1atanDtrFmz3MaPPfaYBg8eXO/8IUOG6NFHH3V79uSTT3oca7AjQQ8AAAAAAAAAQH1SRlMtDwCApPj4eI0aNcrt2flt7+uyZ88ebd261TWOjIxUVlZWg2c98sgjioyMdI03bdrU4FktBXfQAwAAAAAAAABaJJu9WkWlFXW/rLIptLzI7dGZwsNKqnv2hcxWZ3J+3MuNihEAIJ04cUL//ve/dejQIdntdnXq1Empqam6/vrrFRoa2qi9y8vLtX79euXn5+vUqVOKjY3VlVdeqUGDBslq9f8XrL755htt375dhYWFKi4uVmxsrBITEzVo0CAlJib69azq6mpt3rxZhw8f1rFjx1RdXa2rrrpKY8aM8es53rjsssvcxt99991F5+fk5LiNf/zjH7tV4dcnOjpad955p9544w3Xs/fee09XXnml58EGKRL0AAAAAAAAAIAW5VxltbJW7lbu3kJVVDnc3llVoQWWJUoP2XFBO/uLJecLM95TQpee3z+ISqByHkCL9r//+7+aM2eOa/zxxx9r6NChHq09fPiwevTo4RpPnDjRLVFa26WXXqr8/HxJUnJysg4fPixJOnDggB577DHl5OTI4XBcsK5jx456/PHH9eCDD7rdOe6J4uJizZw5U8uWLdPZs2cveB8dHa1f/OIXmj17tlslti8qKyv16quvaunSpdq7d2+dc0wmk9LS0jRr1izdfvvtHu1b3/9Gp06d0jPPPKNly5bp+PHjbmv69OkT0AS9zWZzG7dv3/6i89esWeM2HjlypMdnpaenu/25W716tWbOnOnx+mBFgh4AAAAAAAAA0KJkrdyt1Z8fq/PdAssSjQ3d7PWe1VFJUofkxoYGAPg/K1eu1D333KNz587VO+fkyZP6zW9+o48++kgrV670uOJ9+/btGjt27AXJ6/OVlpZq/vz5WrVqlf7xj394HX+NLVu26K677tKhQ4cuOs8wDG3fvl3jxo3T2LFj9de//tWnLwbs2rVLt912mwoKCnwNuUlt2bLFbZyWllbvXMMw9Pnnn7s9u+GGGzw+a9CgQW7j3bt3yzAMmUwmj/cIRtxBDwAAAAAAAABoMWz2auXuLazzXbgqlR6yo5kjAgDUtmbNGk2YMMGVnLdYLPrBD36g/v3769JLL61z/iOPPOLR3l988YVGjRp1QXI+LCxMKSkpSktLU+fOnV3P9+3bp9GjR1/0iwL1WbVqlYYNG3ZBcr7mrP79+6tXr14ym80XrLv55psvqDZvyJEjRzRq1Ci35HyXLl2UlpamH/zgB03Sst8b//rXv7R58/dfgouLi9PYsWPrnZ+fn6/y8nLXODIyUt27d/f4vOTkZEVERLjGZ8+e1ZEjR7yMOvhQQQ8AAAAAAAAAaDGKSisuaGtfI9505oK29p6wGRbFJXRtbGhA8Kuukkq+DXQUbUNMFym0babhzpw5o//5n/9RdXW1unbtqrlz5yojI8Pt3vGDBw/q4Ycfdmt//vLLL2vq1Km66qqr6t3bbrfrpz/9qU6dOuV6Fh0drXnz5mnixImKjY11Pd+yZYseeeQRbdiwQXv27NH8+fO9+hx5eXn6yU9+4pbYv+mmm/Too49q+PDhbsny0tJS/e1vf9OsWbNUWOj8EtnWrVv18MMP69VXX/X4zKysLJ04cUKhoaG6//779etf/1qXX3656/25c+f06aefevU5/GXt2rW6++673Z698MILbgn02vbv3+827tatm9fnduvWzW2f/fv3e5XkD0Zt898MAAAAAAAAAIDgZ7dJZe7V8qElNnU1FdU5PVEnfTomL+ZGpbVr3P3EQItQ8q20uHego2gbHvq8zV6bcfr0aUlSv379tG7dOsXHx18w54orrlBOTo7GjBmjdevWSZIcDof++Mc/auHChfXuvXDhQu3Zs8c17tChgzZs2KCrr776grkDBgzQ+vXrNXHiRL311ls6fPiwx5+hqqrKrQOAJM2ZM0ezZs2qs716dHS0pkyZotGjR2vYsGE6ePCgJOkPf/iD7r//fl177bUenVtYWCiz2ay//vWvysjIuOB9u3btNGLECI8/hzeOHDnilgivrq7WmTNntG/fPq1du1Zbt251vTOZTJo3b57uvffei+554sQJt3HXrt5/Ga5Lly5ucdXesyUiQQ8AAAAAAAAACC6V5VJOprR/rVTl3h44SdLGcP8cYzMsyou5UanT3vLPhgAASVJMTIyys7PrTM7XCA0N1cKFC10Jekn64IMP6k3QV1dX68UXX3R79tprr9WZnK9hMpn0+uuva8eOHdq7d6/H8a9cuVJffPGFazx16lTNnj27wXVdunTRO++8o759+8rhcHZ7eeGFF7Rs2TKPz54xY0adyfmm9s477+jhhx9ucN6gQYP09NNPa8iQIQ3OLSsrcxtHRnr/Zbjaa2rv2RKRoAcAAAAAAAAABJecTCkv269bFma8p+qoJLdncQldqZwHgCYwbdo0JSc33EGgV69e6t27tz7//HNJztb3ZWVlioqKumDuP/7xD3377fdXNFx33XW64447GjzDYrHod7/7ncaPH+9x/IsWLXL9HhERoWeeecbjtddcc43GjRund999V5KUk5Oj6upqhYaGNrg2IiJCM2fO9Pis5jZ8+HDNmDFDgwcP9mh+7WT6+dcCeKpdu3YX3bMlCgl0AAAAAAAAAAAAuNhtzsp5P0vo0lNJl6a4/VhJzgNAk/jJT37i8dy+ffu6fnc4HG5J+POtX7/ebXzPPfd4fMZtt9120Wr+8508edKtnfuYMWPUoUMHj8+SpJEjR7p+Lysr086dOz2OMyYmxquzmtO//vUv3XrrrerTp4+2b9/e4Hybzb0LTlhYmNdnhoe7t805/9qBlooEPQAAAAAAAAAgeJQVXtDWvtHMVikqwb97AgDqZLFY1KdPH4/nd+7c2W185syZOuednzSXpKFDh3p8htls1qBBgzyau3HjRhmG4Rr/8Ic/9PicGt27d3cb79u3z6N1/fv39/osf5k+fboMw3D9VFRU6NixY/rwww81ffp0tW/f3jV3z549GjRokNasWXPRPWtXzFdWVnodV0VFxUX3bIlI0AMAAAAAAAAAWreU0ZKl5f+FPgC0BHFxcR61c69R+47x+iqkDx065Po9NDRUvXr18iqua665xqN5tZPpjzzyiEwmk1c/t912m9sep06d8ujsHj16ePZhmkFYWJgSExM1cuRILVy4UF9++aVGjBjhel9ZWakJEya4/e9SW+2rCmpX1Hui9p+Huq4/aGm4gx4AAAAAAAAAEBh2m7Ni/nwlBf7b32x1JufHvey/PYGWLKaL9NDngY6ibYjpEugIAqaxFc7nV6+f7/Tp067fY2NjZTZ7l+bs2LGjR/NOnjzp1b6eqK8rQG3B3N4+ISFB77//vm688Ub95z//keRs3//kk09q+fLlda6pnUw/e/as1+fWXkOCHgAAAAAAAAAAb1WWSzmZMvavlcmLdvaFGe/puNFRmW//p873/2/qQCXFnpcYikqgch44X6hZ6pAc6CgAn5SVlbl+j4iI8Hp97Ur9+pz/RQB/cTgcHs2zWCx+P9uf2rVrp+eff14333yz69mKFSu0dOnSOv/51r6+4OjRo16f+e233150z5aIBD0AAAAAAAAAoFlVvfuAzPvelcnLdXcsz9dRo1xSfJ3vq2O6SR28T9oAAIJfZGSkSkpKJEnl5eVer/e0ert28n/69OkXtKz3Vs+ePRu1PpgMGTJEHTt2dHUasNvt2r59u4YMGXLB3JSUFLfxkSNHvD6v9hpvrzYIRiToAQAAAAAAAADNx26T48s1gY4CAFo9k8nbr0F9z5cEeFNr3769K0F/5swZ2e12ryrOPW1d36lTJ7fxJZdc4nb3elsXEhKiSy+91O2f5/Hjx+ucm5ycrHbt2rnukT979qzy8/OVnOxZJ4/8/Hy3P4uRkZHq1q1bI6IPDiGBDgAAAAAAAAAA0HZUnD6mMKPS63U2w6IiI7YJIgKA1qn2XfA1SVJPFBUV+TucRju/Cr26ulpffvmlV+s///xzj+b16NHDbfzVV195dU5bVN8XJUwmk3r37u32bNOmTR7v++mnn7qNe/fu3agvngQLEvQAAAAAAAAAgKZjt0nF+a6f04WHfdom15GmCoXV+z7cHKL46HAfgwSA1icmJsZtXFhY6PHabdu2+TucRrvuuuvcxp988onHa6uqqi5I9tZn2LBhbuOPPvrI43PaAsMw9M0337g9S0hIqHf+mDFj3Ma5ubken1V77tixYz1eG8xI0AMAAAAAAAAA/K+yXFoxSXouWVrc2/WTsHK8V9vYDItWVV+vLPvUi85LT02Q1RLamIgBoFWp3UZ8586dHq/9+9//7u9wGm3o0KFu4zfffNPjtWvWrNF3333n0dwuXbro6quvdo2//vprffDBBx6f1dpt2bLFrcOC2WxWampqvfNvv/12t/GKFStUVlbW4DmlpaVasWKF27Nx48Z5GW1wIkEPAAAAAAAAAPC/nEwpL1uqsnm8JKNitm6sWOz206fiNT1o/5Vsqrs6PtwcojG9L9GCjD7+ihwAWoV+/fq5jd99911VVVU1uC47O1vbt29vqrB8NmrUKHXp0sU13rZtm955550G19ntds2cOdOrs7KystzG06dP15kzZ7zaozVyOBwX/LO86aab1KFDh3rX9O7d2637QVlZmebPn9/gWfPnz9fZs2dd4+uvv/6iXwRoScyBDgAAAAAAAAAA0MrYbdL+tV4vm/XTdMV1udyrNfHR4VTOA0AdEhMTde2117oq548cOaL58+fr8ccfr3fNtm3bNHny5OYK0SuhoaH65S9/6ZYgnjJlilJSUtwq3s9nGIYmT56sffv2eXXW3Xffrfnz5ysvL0+SdODAAd16661auXKlkpKSPNrDbrfr7bff1vHjx/Xoo496dX5Te/rpp9W/f3+lp6d7vKa8vFz333+/1q9f7/Z8xowZDa6dO3eubr31Vtf42Wef1YgRIzR48OA653/yySd67rnn3J7NmzfP41iDHRX0AAAAAAAAAAD/Kiv0qnJecrayj0voqm5xEV79kJwHgPpNmTLFbfzkk09q5syZKi4udnteUFCgp556SkOGDFFxcbEuu+yy5gzTY7/+9a/dqqiLi4t1ww036KWXXlJJSYnb3K1bt2rYsGGuVviXXnqpx+eEhobqnXfeUWxsrOvZZ599pquvvlpPPfWUDhw4UOe6wsJCrV69WlOnTlWXLl107733ev3lgOawbds2jRw5UldffbV++9vfauvWrTp37lydcw8fPqyFCxcqNTVVy5cvd3uXkZGh0aNHN3jeLbfcopEjR7rGdrtdo0aN0uLFi1VeXu56fvbsWS1atEi33HKL7Ha76/no0aM1fPhwbz9m0KKCHgAAAAAAAAAQcLmONPU1WwMdBgC0KlOmTNFrr73mqqI3DEPPPvusnn/+ef3gBz9QVFSUioqKdOjQIdeaxMREvf766xfc+R4MwsLC9Ne//lVDhw51fcmgtLRUv/rVr5SVlaUePXooMjJSR44c0YkTJ1zrevfurWnTpumBBx7w+KyUlBS9++67uuOOO1xnFRcXa+7cuZo7d646deqkxMRERUZGqqSkRN99953b3ewtQV5enmbPnq3Zs2crNDRUXbt2Vfv27dWuXTuVlpaqoKDggi9z1EhPT9dbb73l8VlvvvmmBg4c6PqzZrPZNH36dM2cOVM9e/aUYRj673//K5vN/Qt+l112md544w2fP2MwIkEPAAAAAAAAAPCd3easmD9fSYHHy22GRbmONGXZpyrXz6EBQFtnNpuVnZ2tESNG6Ouvv3Y9r6qq0t69ey+Y3717d61du1aRkZHNGaZXevfurXXr1mns2LFuSfiKigp9+eWXF8y/8sortWbNGv3zn//0+qxhw4Zp27Ztuuuuu7Rt2za3d999952+++67i643mUzq1q2b1+cGQnV1tfLz85Wfn3/ReeHh4XriiSf02GOPyWKxeLx/QkKCPv74Y40bN067d+92PT937pzrKoHa+vbtq/fff1/x8fEen9MSkKAHAAAAAAAAAHivslzKyXTeNe9FO/vCjPd0x/Lv//K/yIhVhcKaIkIAgJyt3bds2aLZs2fr9ddfV0VFxQVz2rVrp8mTJ2vu3Llq3769Dh8+3PyBeqF///7at2+fHnvsMS1fvtytTXqN6OhoTZs2TU899VSjvnBw2WWXaevWrVq1apUWLVqkjRs3qrKyst75oaGh6t+/v2699Vbdfffd6tmzp89nN5XFixdrxIgR+vDDD/XZZ5/p5MmTDa65/PLLdffdd+u+++5T9+7dfTo3OTlZW7du1aJFi7R48WIVFNT9hb6kpCRNnz5dDz30kMLCWt//RzAZhmEEOgjgYvLy8nT11Ve7xl988YWuuuqqAEYEAAAAAAAAQCsmSXnZXi/bfce/NW75kTrf/fuRYeoWF9HYyBAg/F1u86iqqtLBgwfdnl1xxRUym6nJRMPOnj2rTz75RIcOHdLp06cVERGhXr16afDgwUFdNX8xZ8+e1ccff6z8/HwVFxcrNjZWV155pW688UZZrf6/OqW8vFybN2/WkSNHdPLkSZ07d05RUVHq1KmTUlJSdOWVV7a4f5aHDh3SgQMHlJ+frzNnzqiiokKRkZGKjY1Vt27d1K9fP3Xs2NGvZzocDu3YsUO7d+92dULo3Lmz+vbtq379+ikkJMSv550v0P8e5d/WAAAAAAAAAADv2G0y9q+VyYelmW//R1LralULAC1FZGSkRo8eHegw/CoyMlJjxoxptvMiIiJ08803N9t5zaFHjx7q0aNHs54ZEhKi6667Ttddd12znhsMmu6rBwAAAAAAAACA1qmsUCYv2trXsBkWFRmxTRAQAABAy0AFPQAAAAAAAADg4uw2qazQNawoPqpwH7bJdaRx3zwAAGjTSNADAAAAAAAAAOpWWS7lZEr710rnVcx7m5y3GRblOtKUZZ9a75xwc4jio31J+wMAALQcJOgBAAAAAAAAAHXLyZTysr1aklExW8fV0e1ZkRHbYOV8emqCrJZQr0MEAABoSUjQAwAAAAAAAAAuZLc5K+e9dFwdddSI93h+uDlE6akJWpDRx+uzAAAAWhoS9AAAAAAAAACAC5UVurW194TNsGjRz0cpIS7W4zXx0eFUzgMAgDaDBD0AAAAAAAAAwC9yHWnqGxerbnERgQ4FAAAgKJGgBwAAAAAAAIC2zm5zVsyfr6TA4+U2w6JcR5qy7FOV6+fQAAAAWhMS9AAAAAAAAADQVlWWSzmZzrvmvWhnX5jxnu5Ynu8aFxmxqlBYU0QIAADQqpCgBwAAAAAAAIBWzmavVlFpxQXPO34wTREHc7ze77jRUUeNcn+EBgAA0KaQoAcAAAAAAACAVupcZbWyVu5W7t5CVVQ53N6Fq1K7w9dKJu/3zXz7P5Li/RMkAABAG0KCHgAAAAAAAABaqayVu7X682N1vos3nZHVZPd6T5thUZER29jQAAAA2iQS9AAAAAAAAADQCtns1crdWyjJWS0fbzrj9j5RJ33aN9eRxn3zAAAAPiJBDwAAAAAAAACtUFFphUxV5/SSZYnSQ3b4VC1/PpthUa4jTVn2qfXOCTeHKD46vFHnAAAAtGYk6AEAAAAAAACglVpgWaKxoZu9XpdRMVvH1dHtWZER22DlfHpqgqyWUK/PA+A5k8l0wTPDMAIQCQC0TA6H44JnISEhzXY+CXoAAAAAAAAAaI2qbEoP2eHT0uPqqKNGvMfzw80hSk9N0IKMPj6dB8BzdSWR7Ha7LBZLAKIBgJbHbnfvKmQymer88lNTIUEPAAAAAAAAAK1QaHmRT23tHaFW/fXh2yWz1eM18dHhVM4DzcRkMiksLEyVlZWuZ2VlZYqIiAhgVADQcpSUlLiNLRYLCXoAAAAAAAAAQGCE9Bqtbp3jAh0GgIuIjo7WyZMnXeOSkhLFx8c3a4IJAFqiqqqqCxL0sbGxzRoDCXoAAAAAAAAACBZ2m1RW6JetQssKvFtgtkopo6VxL/vlfABNp3aC3m6369tvv1WXLl1I0gNAPSorK3XkyJEL7qAnQQ8AAAAAAAAAbU1luZSTKe1fK1XZ/LJlwkXeFWa8p4QuPd0fRiVIFs/b2gMIHKvVKovF4naPcmlpqb7++mvFxMQoKipKZrO5zvvqAaCtMAxD1dXVKi8vV1lZmcrLy2UYhtucyMhIWSyWZo2LBD0AAAAAAAAABFpOppSX3WzHVUclSR2Sm+08AP5lMpmUlJSkb775xi3ZZLfbdfLkSbfqegBA3SwWixISLvaVxqbBV6cAAAAAAAAAIJDsNmflPAB4ISIiQt27d6elPQD4IDw8XMnJyQoPD2/2s0nQAwAAAAAAAEAglRX6ra29J2yGRdUR8c12HoCmU5Okb+72zADQkkVHRys5OTlg/+6kxT0AAAAAAAAANBe7zZmQP19JQbOGkOtIU18zd81o39KPAAAgAElEQVQDrUVERIQuu+wyVVRUqKSkRKWlpaqsrAx0WAAQNEJDQxUVFaWoqChFRkYqNDQ0oPGQoAcAAAAAAACAplZZ7rxnfv/aZq2WP5/NsCjXkaYs+1TlBiQCAE3FZDLJarXKarWqc+fOMgxDDofD7X56AGhrTCaTQkJCgu4qEBL0AAAAAAAAANDUcjKlvGyvlxVmvKc7luf7JYQiI1YVClO4OUTx0c1/3yqA5mMymQJeIQoAqBsJegAAAAAAAABoSnabs3LeB9VRSTpqlPs1nPTUBFktJO4AAAACISTQAQAAAAAAAABAq1ZW6Ftbe7NV1RHxfgsj3ByiMb0v0YKMPn7bEwAAAN6hgh4AAAAAAAAA/MVucybkz1dS4NteKaMls7Xe1yumDVRiTP3va4uPDqdyHgAAIMBI0AMAAAAAAABAY1WWO++Z37/Wt2r585mtzuT8uJelsvqnJcZY1S0uonFnAQAAoFmRoAcAAAAAAACAxsrJlPKyvV83aZ0Uk+T+LCpBstRUxvv3/nkAAAAEFgl6AAAAAAAAAGgMu81ZOe+LmCSpQ7J/4wEAAEDQCgl0AAAAAAAAAADQopUV+tbW3mx1VssDAACgzaCCHgAAAAAAAAC8YLNXq6i0wjUOLbEp6SLz61PeY5ROljp0sTb2x0saeZ89AAAAggoJegAAAAAAAADwwLnKamWt3K1P9h5RbHWx63miTmpluOf72AyLch1pytozXrY9HzdBpAAAAAhWJOgBAAAAAAAAwAOP/78tGrV/jp4P3SGr2e7RmoyK2Tqujm7PioxYVSisKUIEAABAkCNBDwAAAAAAAAANsNmrNeLAXN0WutmrdcfVUUeN+CaKCgAAAC1NSKADAAAAAAAAAIBgV1R8RsNN2wMdhku4OUTx0V701QcAAEBQIEEPAAAAAAAAAA0ILS+S1eRZW/saNsOiIiO2SeJJT02Q1RLaJHsDAACg6dDiHgAAAAAAAEDbY7dJZYUeTw8tK/D6iFxHmt/vmg83hyg9NUELMvr4dV8AAAA0DxL0AAAAAAAAANqOynIpJ1Pav1aqsnm8LMGLIxyhVtl6jtK1I36vf1sivI/xIuKjw6mcBwAAaMFI0AMAAAAAAABoO3Iypbxsv25ZmPGeErr0dI1DohIUYbHKv6l5AAAAtAYk6AEAAAAAAAC0DXabs3Lez6qjkqQOyX7fFwAAAK1PSKADAAAAAAAAAIBmUVboVVt7T9gMi6oj4v26JwAAAFovEvQAAAAAAAAA4KNcR5pktgY6DAAAALQQtLgHAAAAAAAA0PrYbc6K+fOVFPhte5thUa4jTVn2qcr1264AAABo7UjQAwAAAAAAAGg9KsulnEznXfNetLPPqJit4+ro8fwiI1YVCvMlQgAAALRhJOgBAAAAAAAAtB45mVJettfLjqujjhrcJQ8AAICmxR30AAAAAAAAAFoHu81ZOQ8AAAAEKRL0AAAAAAAAAFqHskKv2trXsBkWFRmxPh0Zbg5RfHS4T2sBAADQ9tDiHgAAAAAAAEDLY7c5E/LnKynwaatcR5rP98mnpybIagn1aS0AAADaHhL0AAAAAAAAAFqOynLnPfP71/pULX8+m2FRriNNWfapXq8NN4coPTVBCzL6NCoGAAAAtC0k6AEAAAAAAAC0HDmZUl629+smrVOBEacfL/nM9ajIiHVVzq+YNlCJMVaPt4uPDqdyHgAAAF4jQQ8AAAAAAACgZbDbnJXzvohJUrURr6PGV3W+ToyxqltcRCOCAwAAABoWEugAAAAAAAAAAMAjZYW+tbU3W6WoBP/HAwAAAHiJBD0AAAAAAACA1i1ltGTxvH09AAAA0FRocQ8AAAAAAAAgONltzqr5GiUFXi13hFpl6zlKpwYvkHGqXMdLfKi+BwAAAPyIBD0AAAAAAACA4FJZLuVkOu+b97ClfUbFbB1XR7dnRUasKvaESXu2NEWUAAAAgNdI0AMAAAAAAAAILjmZUl62V0uOq6OOGvFNFBAAAADgH9xBDwAAAAAAACB42G3OynkAAACgFSJBDwAAAAAAACB4lBV63Na+hs2wqMiI9fnIcHOI4qPDfV4PAAAAeIoW9wAAAAAAAAACw25zJuTPV1Lg9Ta5jjRVKMznMNJTE2S1hPq8HgAAAPAUCXoAAAAAAAAAzauy3HnP/P61XlfLn89mWJTrSFOWfapP68PNIUpPTdCCjD4+xwAAAAB4gwQ9AAAAAAAAgOaVkynlZXu9rDDjPd2xPN81LjJiXZXzK6YNVGKM1av94qPDqZwHAABAsyJBDwAAAAAAAKD52G3OynkfVEcl6ahRXue7xBirusVFNCYyAAAAoMmFBDoAAAAAAAAAAG1IWaFvbe3NVlVHxPs/HgAAAKAZkaAHAAAAAAAAEPxSRktm71rYAwAAAMGGFvcAAAAAAAAAmo7d5qyar1FS4N16s9WZnB/3slTm39AAAACA5kaCHgAAAAAAAID/VZZLOZnO++Y9bWk/aZ0Uk+QaVlQ5dMKIdSbpy6TjJT60xgcAAACCCAl6AAAAAAAAAP6XkynlZXu3JiZJ6pCsc5XVylq5W7l7C1VR5Wia+AAAAIAAIEEPAAAAAAAAwL/sNmflvI+yVu7W6s+P+TEgAAAAIDiEBDoAAAAAAAAAAK1MWaHnbe1rmK1SVIJs9mrl7i1seD4AAADQAlFBDwAAAAAAAODi7DZn0t1TJQXen5EyWrJYVXSq3Ou29uHmEMVHh3t/JgAAANDMSNADAAAAAAAAqFtlufMu+f1rva+I95TZ6kzOj3vZ5y3SUxNktYT6MSgAAACgaZCgBwAAAAAAAFC3nEwpL9u/e05aJ8UkfT+OSpAsVp+2CjeHKD01QQsy+vgpOAAAAKBpkaAHAAAAAAAAcCG7zVk5728xSVKHZJ+Wrpg2UIkx3yfz46PDqZwHAABAi0KCHgAAAAAAAMCFygr939bebHVWzPsoMcaqbnERfgwIAAAAaF4k6AEAAAAAAIC2zm5zJuTPV1Lg/3NSRvvczh4AAABoDUjQAwAAAAAAAG1VZbnznvn9a/1fLX8+s9WZnB/3ctOdAQAAALQAJOgBAAAAAACAtionU8rL9n7dpHXOu+Q9FZVA5TwAAAAgEvQAAAAAAABA22S3OSvnfVBgxKnaiPd8QalDUrlHU4+XNGElPwAAABBgJOgBAAAAAACAtqis0Ke29jbDomF/2KsKfdUEQQEAAACtW0igAwAAAAAAAADQcuQ60lShsECHAQAAALRIVNC3MTabTZs2bdKXX36p4uJihYWFqWvXrhowYIB69uwZ6PAAAAAAAAAQpGyGRbmONGXZpwY6FAAAAKDFIkEfxO666y797W9/c3uWnJysw4cPe71XUVGR5syZozfeeENnz56tc05aWppmzZqlcePG+RIuAAAAAAAAWotJ61RgxOnHSz5zPSoyYgNaOR9uDlF8dHjAzgcAAAD8gRb3QWrVqlUXJOd9tX79eqWmpurll1+uNzkvSTt27ND48eM1ceJEVVZW+uVsAAAAAAAAtEAxSaqO6aajRrzrJ9Bt7dNTE2S1hAY0BgAAAKCxqKAPQmfOnNEvfvELv+y1ceNGjR49WufOnXN73r59e/Xo0UPFxcU6cuSIqqurXe/efPNNlZWVaeXKlTKZTH6JAwAAAAAAAPBFuDlE6akJWpDRJ9ChAAAAAI1Ggj4IZWVl6dtvv5UkRUZGXrTq/WKKi4v1k5/8xC05n5ycrMWLF+v22293Jd+PHj2qefPmacmSJa552dnZWrhwoX7961834pMAAAAAAACgNVoxbaASY6zNclZ8dDiV8wAAAGg1SNAHmfXr1+uPf/yjJCkkJERPPfWUHnnkEZ/2WrBggQoKClzjHj16aOPGjUpKSnKb17VrV/3hD39Q9+7d9cQTT7iez507V5MmTVKHDh18Oh8AAAAAAADNyG6Tygo9n19S0PCceiTGWNUtLsLn9QAAAEBbRYI+iJw7d06TJ0+WYRiSpAcffFDXXXedT3sVFRXppZdecnv22muvXZCcP9/MmTP14YcfasOGDZKcrfaff/55Pf300z7FAAAAAAAAgGZQWS7lZEr710pVtkBHAwAAAOAiQgIdAL43a9Ysff3115Kk7t27a968eT7v9be//U1lZWWu8eDBgzV8+PCLrjGZTHrqqafcnv3pT39yfWEAAAAAAAAAQSgnU8rLJjkPAAAAtAAk6IPEtm3btGjRItf45ZdfVlRUlM/75eTkuI1//vOfe7Ru2LBh6tGjh2t8/Phxbd682ec4AAAAAAAA0ITsNmflvJ8VnLHpeAkJfwAAAMDfSNAHAbvdrp///Oeqrq6WJN15550aM2aMz/uVlZW52tTXGDlypEdrTSaTRowY4fZs9erVPscCAAAAAACAJlRW6PfKeZth0bA/7NWdf/jMr/sCAAAAIEEfFJ555hnt2bNHktS+fXu9+OKLjdovLy9PdrvdNe7Ro4cSExM9Xj9o0CC38a5duxoVDwAAAAAAAFqOXEeaKhQW6DAAAACAVskc6ADaur179+rpp592jZ977jmvkul12bdvn9s4NTXVq/W159feDwAAAAAAAAFgtzkr5s9XUuC37W2GRbmONGXZp/ptTwAAAADuSNAHkMPh0M9//nNVVlZKkm666SZNmTKl0fvu37/fbdytWzev1teen5+fL5vNJqvV2ujYAAAAAAAA4KXKcikn03nXvBft7Asz3tMdy/M9nl9kxHpUOR9uDlF8dLjH+wIAAAD4Hgn6AHrxxRe1efNmSVJYWJiWLl0qk8nU6H1PnDjhNu7atatX6xMSEmQ2m1VVVSXJ+UWCkydPqkuXLn6JraioyKs1X331VaPPBQAAAAAAaLFyMqW8bK+XVUcl6ahR7vdw0lMTZLWE+n1fAAAAoC0gQR8ghw4d0pNPPukaz5w5U7169fLL3mVlZW7jyMhIr9abTCa1a9dOpaWl9e7pq1deeUVz5szxy14AAAAAAACtnt3mrJwPAuHmEKWnJmhBRp9AhwIAAAC0WCToA+T+++/X2bNnJUm9evXS448/7re9ayfTfWlN31QJegAAAAAAAHihrNCrtvYuZquqI+Il1d2ZcMW0gUqM8e7vjOKjw6mcBwAAABqJBH0AvP766/rnP/8pyVmtvnTpUoWFNXy/l6dsNvf/aPNl7/Bw93vEzp0716iYAAAAAAAA4AG7zZmUr1FS4Ns+KaMlc/0J+MQYq7rFRfi2NwAAAACfkaBvZseOHdOMGTNc48mTJ+umm27y6xm1K+YrKyu93qOiouKie/rqgQce0J133unVmq+++krjx4/3y/kAAAAAAABBqbLcedf8/rW+VczXMFudyflxL0s0RAQAAACCDgn6ZpaZmanTp09LkhITEzV//ny/nxEVFeU2rl1R74naFfO19/RV586d1blzZ7/sBQAAAAAA0GrkZEp52d6tmbROiklyfxaVIFlqCi3K/RIaAAAAAP8hQd+MVqxYoXfffdc1Xrx4sdq3b+/3c2on02vuuveUYRhNlqAHAAAAAABALXabs3LeWzFJUodk/8cDAAAAoMm0mAR9VVWV9u3bp8OHD+vIkSM6c+aMK/EcGRmp2NhYde/eXZdeeql69eolszn4PlpWVpbr99tuu00//vGPm+Sc2hXqR48e9Wp9YWGhqqqqXOOQkBB16tTJL7EBAAAAAACglrJCr9vaO0Kt+tYeLZ2qv0r+eEkjWuUDAAAAaBLBl8X+P5WVldqwYYPWrVunDRs2aM+ePR7fpR4WFqZrrrlGgwcP1qhRozRkyBCFhYU1ccQNq2ltL0lr1qyRyWTyeo/8/PwL1u3cuVN9+/Z1jVNSUtzef/PNN16dUXt+cnKy3+6gBwAAAAAAQOOtqeyrB3//WaDDAAAAAOCloEvQf/TRR1q2bJmys7NVWloqydlyvS41iera7ysqKrR9+3bt2LFDCxcuVFRUlH70ox/pZz/7mUaMGNG0HyAI9OrVy228d+9er9bv27fvovsBAAAAAACgHnabsyLeGyUFHk+1GRblOtKUZZ/qZWAAAAAAgkFQJOjPnTunP//5z3rppZd04MABSd8n3U0mU72J+IYS9zVzSktL9dZbb+mtt97SFVdcoV/96le69957FRER0RQfJ+CuuuoqWSwW2e12SdLhw4d17NgxXXLJJR6t//TTT93G51fnAwAAAAAAoA6V5VJOpvMueS/b1V9MxT1rdeufvlJltfPvwYqMWFUo8J0iAQAAAPgmoAl6m82mV155RfPnz1dRUZFbUr6GYRgKCQnR5Zdfrl69eikpKUmXXHKJoqKiFBERIcMwdO7cOZWVlamgoEAFBQX68ssv9fXXX8vhcLidZxiGDhw4oAcffFBz5szRo48+qgceeKDZ2rfn5OS4kuae2r17t2bMmOEaJyQkaNmyZW5zLr/8crdxdHS0Bg8erH/961+uZ7m5ubrnnnsaPM8wDP3zn/90ezZ27FivYgYAAAAAAGhzcjKlvGy/b3sypJP+W3W64YleCDeHKD463K97AgAAAPBMwBL0y5Yt02OPPaZjx47JMAy3pLzFYtHQoUM1bNgwDRkyRH379vU6iW6z2bRz50598sknWr9+vdavX+92h31RUZGysrL0wgsv6LnnntPPfvYzv322+gwZMsTrNWaz+/9EVqvVozb9t99+u1uC/vXXX/coQf/xxx/r0KFDrnFCQoIGDBjgRcQAAAAAAABtjN3mrJxvIdJTE2S1hAY6DAAAAKBNCgnEoTfccIMmTpzoSs5Lzqr5W265RW+//baKioq0bt06Pfroo7r++ut9qnC3Wq0aOHCgHnvsMa1bt05FRUV6++23deutt7q1zD927JgmTpyoG264wa+fMdAmTJigyMhI13jDhg366KOPLrrGMAzNmTPH7dmkSZMUEhKQPyYAAAAAAAAtQ1mhX9vau5itqo6I99t24eYQjel9iRZk9PHbngAAAAC8E5AK+s2bN8tkMskwDMXFxemBBx7Q/fffr65duzbZmdHR0ZowYYImTJigb7/9VkuWLNGrr76qkydPyjAMbdmypcnODoTOnTvrl7/8pZ577jnXs8mTJ2vjxo1KSkqqc80zzzyjDRs2uMaxsbHKyspq8lgBAAAAAABaFLvNmZSvUVLQNOekjJbM9ReurJg2UIkxnhe2xEeHUzkPAAAABFjAWtzHx8dr5syZmjJliiIiIpr17C5dumju3LmaOXOmli5dqmeeeUZFRUXNGkNzeOSRR/SXv/xFx48flyQdOnRIN9xwg1588UWNHTvW1Ung6NGjmjdvnpYsWeK2/oknnlBcXFyzxw0AAAAAABCUKsudd83vX9s0FfM1zFZncn7cy1JZ/dMSY6zqFte8f68GAAAAoHECkqD/7W9/q+nTp7u1YA+Edu3a6aGHHtKUKVO0cOHCgMbSFOLi4vT3v/9do0aNks3m/I/G/Px8jRs3Tu3bt1ePHj10+vRpffPNN6qurnZbO27cOM2YMSMQYQMAAAAAAASnnEwpL9u7NZPWSTF1dzOsV1SCZKmpjC/3bi0AAACAoBaQBP0TTzwRiGPrFREREXQx+cvgwYO1Zs0a3XnnnTp16pTr+enTp7Vz58461/z0pz/Vn/70J1eFPQAAAAAAQJtntzkr570VkyR1SPZ/PAAAAABapJBAB4Cmd/PNN2vv3r36xS9+cdHrBK699lq98847Wr58ucLDw5sxQgAAAAAAgCBXVuh9W3uz1VkNDwAAAAD/J2B30MMzQ4cOlWEYjd4nISFBr7zyil544QVt2rRJ+/bt0+nTpxUWFqYuXbpowIABuvzyy/0QMQAAAAAAACSpvMconSx1qDFt6o+XNOFd9wAAAACaHQn6NqZdu3YaPny4hg8fHuhQAAAAAAAAAsduc1bFe6qkwOOpNsOiXEeasvaMl23Pxz4EBwAAAKC1IkEPAAAAAACAtqOyXMrJdN4n723L+npkVMzWcXV0jYuMWFUozC97AwAAAGhdWmSC/tSpU9q4caP27dunU6dO6cyZM3I4HPrNb36jlJSUQIcHAAAAAACAYJWTKeVl+3XL4+qoo0a8X/cEAAAA0Dq1qAT9mjVr9MILL2jDhg113ss+YcKEOhP0jz/+uLZv3y5JSk5O1muvvdbksQIAAAAAACDI2G3OyvlWINwcovjo8ECHAQAAAMBLLSJBX1xcrEmTJmnVqlWS5ErOm0wmt9/r88Mf/lDPPvusa97DDz+s1NTUJo4aAAAAAAAAQaWs0G9t7WvYDIuKjFi/7umJ9NQEWS2hzX4uAAAAgMYJ+gT9yZMnNWjQIB08eFCGYbgl4mvGdVXTn+9HP/qRunbtqqNHj0qS3n77bc2bN69J4wYAAAAAAEATstucCXdvlBT4PYxcR1qz3jcfbg5RemqCFmT0abYzAQAAAPhPUCfoDcPQuHHjdODAAVdiPiIiQvfdd59Gjhypbt26qW/fvg3uYzKZdMcdd2jx4sWSpA8//JAEPQAAAAAAQEtUWe68R37/Wr9Xw3vDZliU60hTln2qVkwbqMQYa7OcGx8dTuU8AAAA0IIFdYJ++fLl2rRpkys5P2DAAGVnZ+uSSy5xm3ex9vY1brvtNi1evFiGYWjnzp0qLS1VdHR0k8QNAAAAAACAJpKTKeVl+3/fSeukmKR6XxecsenHSz5zjYuMWFflfGKMVd3iIvwfEwAAAIBWJ6gT9DX3xhuGocsuu0zr1q1TbKxvd3qlpaW5fjcMQ3v37tWAAQP8EicAAAAAAACagd3mrJxvCjFJUofkel9XG+U6anzVNGcDAAAAaDNCAh1AffLz87V3716ZTCaZTCY9/fTTPifnJalDhw5ulfcHDhzwR5gAAAAAAABoLmWFTdPW3myVohL8vy8AAAAA1BK0FfRbt26V5Kx2b9euncaPH9/oPePi4nTs2DFJUnFxcaP3AwAAAAAAQBOy25xJ+RolBU1zTspoydI8d8gDAAAAaNuCNkFfWOj8jy+TyaSePXsqLCys0XtGRUW5fj979myj9wMAAAAAAEATqCx33jW/f23TVMz/H0eoVbaeo3Rq8AIZp8ovOvd4SdPFAQAAAKDtCNoEfVlZmev38xPrjVFaWur6PTIy0i97AgAAAAAAwM9yMqW8bO/WTFrnvEe+ATa7Q7/7YJ82HizSt7YYVewJk/Zs8TFQAAAAAPBO0CboO3bs6PrdX+3oCwq+b4N2/v4AAAAAAAAIEnabs3LeWzFJUofkBqfNePs/Wr3PkNTJ+zMAAAAAoJFCAh1AfRISEiQ576D/73//q/Lyi7cZa8gXX3yh06dPu8Y9evRo1H4AAAAAAABoAmWF3re1N1ulqIQGp9ns1crdW9jgPAAAAABoKkGboL/++utlMplkMplUXV2tDz74oFH7/fnPf3b9HhERof79+zc2RAAAAAAAAASDlNGSxdrgtKLSClVUOfx6dLg5RPHR4X7dEwAAAEDrFbQJ+s6dO+vaa6+VYRiSpN/97neqrq72aa+DBw9q6dKlroT/zTffLLM5aLv7AwAAAAAAtA12m1Sc7/5TUtDwuhpmq3TV/yeNe7npYmxAemqCrJbQgJ0PAAAAoGUJ6iz1L3/5S913332SpF27dmn69Ol66aWXvNqjoKBA48eP19mzZyVJJpNJM2bM8HusAAAAAAAA8FBluZST6bxr3pt29pPWOe+arxGV4FHlfFMIN4coPTVBCzL6BOR8AAAAAC1TUCfoJ06cqN///vfKy8uTYRh65ZVXdOTIEf3+979Xz549L7q2qqpKf/nLXzRr1iwVFhbKZDJJktLT03XTTTc1R/gAAAAAAACoS06mlJft/bqYJKlDsv/jkbRi2kAlxnie7I+PDqdyHgAAAIDXgjpBbzKZtGLFCg0aNEjFxcUyDEOrVq3S6tWrNXDgQP3whz+UJBmGIZPJpL/85S96//339dVXX2njxo0qLS11vTMMQ926ddNbb70V4E8FAAAAAADQhtltzsr5IJMYY1W3uIhAhwEAAACglQvqBL0kpaSkaNWqVRo/fryKiookSQ6HQ5s2bdKmTZtc8wzD0LJly9zGklzJ+S5dumjVqlWKj49v3g8AAAAAAACA75UVetfWvobZ6mxpDwAAAAAtWEigA/DEwIEDtWvXLg0fPtyVeK9hMplcP7WfS85E/fDhw7Vjxw717t272WIGAAAAAACAnBXzxfnf/5QU+LZPyuiA3TcPAAAAAP4S9BX0NS655BLl5uZq48aNWrRokXJzc1VaWlrvfKvVqqFDhyorK0vDhg1rxkgBAAAAAACgynLnXfP71/pWMf9/HKFW2XqO0qnBC2ScKm9USMdLfI8DAAAAAPyhxSToa9x444268cYb5XA4tGvXLu3bt08nT57U6dOnFRERoU6dOqlHjx66/vrrFR4eHuhwAQAAAAAA2qacTCkv26slGRWzdVwd3Z4VGbGq2BMm7dniz+gAAAAAICBaXIK+RkhIiPr166d+/foFOhQAAAAAAACcz25zVs576bg66qgR3wQBAQAAAEBwaBF30AMAAAAAAKAFKSv0uq29zbCoyIhtooAAAAAAIDiQoAcAAAAAAEDA5TrSVKGwgJwdbg5RfDRXJQIAAABoekHd4r5fv36699579dOf/lSdOnUKdDgAAAAAAABtj93mrIj3RkmBx1NthkW5jjRl2ad6GZj/pKcmyGoJDdj5AAAAANqOoE7Q79q1Sw8//LCysrJ0yy23aOLEiRo7dqwsFkugQwMAAAAAAGjdKsulnEznXfJetqu/mMKM93TH8nzXuMiIDWjlfHpqghZk9AnI+QAAAADanqBO0New2+1avXq1Vq9erQ4dOuiuu+7SPffco+uuuy7QoQEAAAAAALROOZlSXrbft62OStJRo7zOdyumDVRijNXvZ9YnPjqcynkAAAAAzSroE/SGYchkMrl+P3XqlF555RW98sorSklJ0b3/P3v3Hx5Vff4TpBUAACAASURBVOb//3UmE2bEZCDYmDCCQYFGghWLrS0u2lalarSGtaCXCsWU1lqzX390N7bd2ir+2NoP1lq2aFtbrIVFK2nWtMAVG7VUqq7aVYMkEKRCEUPGIGASkkkmyfn+cTZjgoHMmZzJOUmej+vKdc2ZnPN+32P7D3nNfb+vu06LFi1SOBx2uVIAAAAAAIARIha1OueHWG4oqMkTxg75vgAAAAAwVHxuF3Asb731lm6//Xbl5eXJNE1J6hPWb9++Xd/97neVl5eniy66SI8//riiUedGrgEAAAAAAIxKLRFHx9rH+YPqGpvt/LoAAAAAMEx4OqCfOnWq7rrrLr399tvatGmTrrvuOmVkZPQJ603TVFdXl5555hktWrRIubm5+vrXv67Nmze7XD0AAAAAAIBHxKLSwX8k/tNUn5o68gsl/9CNsAcAAAAAr/H8iPse5513ns477zytXLlS5eXlWr16tZ555pmPjMBvamrSqlWrtGrVKk2ZMkVLlizR4sWLdcopp7j8CQAAAAAAAIZYR6t1lnzdxtR0xCfKH7TC+aKVUot7ZQAAAACA24ZNQN/juOOO07XXXqtrr71W+/bt0+rVq7V69WrV1NRI6jsCf9euXVq2bJmWLVumuXPn6rrrrtPChQuVkZHh5kcAAAAAAAAYGhUlUk25o0tGFjylroywrWe6xmZbIX2L1NDE8YQAAAAARi/D7JkXP8y99tpr+s1vfqMnnnhC+/fvl9Q3rO95fdxxx2n+/Plas2aNa7XCnpqaGp1++unx661bt2rmzJkuVgQAAAAAwDAQi0o/ynO8c35u+0+110zNOfKbb/uCJk8Ym5K1AQCpx99yAQAYmKfPoLdj9uzZWrFiherr6/XUU0/piiuuUHp6evy8etM0ZZqmWltb9fjjj7tcLQAAAAAAQIq1RBwP56NmuhrNcY6uCQAAAACjyYgJ6Hv4/X5dfvnlKisr0759+7Ry5UqdffbZkj7sqAcAAAAAAIB9Vd1nqV1j3C4DAAAAAIatYXcGvR1ZWVmaMWOGZsyYoerqanV0dLhdEgAAAAAAQHJiUasrPlFN9Y5tHTXTVdV9lkpj33BszSMF/D5lZwZStj4AAAAAeMGIDOjfeust/fa3v9WaNWu0Z88et8sBAAAAAABIXkerVFEi1W10bmR9caUUCh/11/UfRHXlL16KXzea41LeOT+vIEfB9LSU7gEAAAAAbhsxAf2hQ4f0xBNP6LHHHtMrr7wiSfHz53tG2/dcn3XWWe4UCQAAAAAAYFdFiVRT7uyaobCUlXfUX3eZrdpr7nR2z6MI+H2aV5Cj5QtmDcl+AAAAAOCmYR3Qd3V1aePGjXrssce0YcOG+Ah70zRlGIYMw5BpmjJNUxMnTtSiRYu0ZMkSFRQUuFw5AAAAAABAAmJRq3PeQ9bdMEe5oaBj62VnBuicBwAAADBqDMuA/rXXXtNjjz2mJ554Qvv375fUf7d8MBjU/PnztWTJEs2bN08+n8+1mgEAAAAAAGxriTg31r6HPyhl5CT9eG4oqMkTxjpYEAAAAACMHsMmoN+3b59Wr16t1atXq7a2VlLfUL53t/w555yjJUuW6KqrrlIoFHKzbAAAAAAAgA/FolbonqimeudryC+U0p3rgAcAAAAAJM7TAX1bW5vKy8v129/+Vs8995y6u7uPGsrn5eVp8eLF+spXvqJp06a5XDkAAAAAAEAvHa3WWfJ1G53viE+UP2iF80Ur3dkfAAAAAODtgD4nJ0eHDx+W1LdbvieUz8jI0Je//GUtWbJEn//8512sFAAAAAAA4BgqSqSacmfXLK6UQuHE78/IoXMeAAAAAFzm6YC+paUlfqZ8TzAvSV/4whe0ZMkSLViwQGPHcuYZAAAAAADwsFjU6px3WigsZeUldGs01qXG5nZJrQnd39DkUpc/AAAAAIxwng7opQ8756dPn66vfOUrWrx4sU4++WSXqwIAAAAAAEhQS8T5sfb+oNURP4C2ji6VllWrqjai9s5uZ2sAAAAAANjm6YB+3Lhxuuqqq7RkyRLNmTPH7XIAAAAAAAC8Ib8woXH1pWXVWr9l3xAUBAAAAABIhKcD+oaGBgUCAbfLAAAAAAAASEwsanXM99ZU79z6/qAVzhetHPDWaKxLVbWRAe8DAAAAAAwdTwf0hPMAAAAAAGBY6GiVKkqss+btjLMvrrTOkk9URk5CnfOS1Njc7vhY+4Dfp+xM/l4DAAAAAMnydEAPAAAAAAAwLFSUSDXl9p8LhaWsPOfrSZF5BTkKpqe5XQYAAAAADFsE9AAAAAAAAIMRi1qd8yNYwO/TvIIcLV8wy+1SAAAAAGBYI6AHAAAAAAAYjJaIvbH2PfxBa2S9C9bdMEe5ocRG5UtSdmaAznkAAAAAcIArAf0Xv/jFPteGYejpp58e8D6nHG0/AAAAAACAAcWiVijfo6k+uXXyCxM+T95puaGgJk8Y68reAAAAADCauRLQP/PMMzIMQ5Jkmmb89bHuc8qx9gMAAAAAADiqjlbrrPm6jcl1zPfwB61wvmilc7UBAAAAAIYFRtwDAAAAAAAkoqJEqim390xxpRQK930vI8e1znkAAAAAgLtcC+hN03T0PgAAAAAAgJSJRa3OebtCYSkrz/l6AAAAAADDkisBfSwWc/Q+AAAAAACAlGqJ2B9r7w9a3fIOica61NjcnvD9DU2DGMMPAAAAAEgJVwL6tLQ0R+8DAAAAAADwnPxCR0bZt3V0qbSsWlW1EbV3djtQGAAAAADALZxBDwAAAAAA0FssanXM99ZUn/jz/qAVzhetdKSc0rJqrd+yz5G1AAAAAADuIqAHAAAAAACQpI5WqaLEOmvezjj74krrrPkeGTmOdM5L1lj7qtrIwDcCAAAAAIYFTwf09fUffjs9Oztb6enpSa8Vi8XU2NgYvw6Hw8e4GwAAAAAAjDoVJVJNuf3nQmEpK8/5eiQ1Nrc7PtY+4PcpOzPg6JoAAAAAgMT43C7gWCZNmqTJkydr8uTJ2rx586DWev755+NrnXzyyQ5VCAAAAAAARoRY1OqcHwXmFeQomJ7mdhkAAAAAMCp5uoNekkzTlGEYjq0FAAAAAADwES0Re2Pte/iD1kj7YSDg92leQY6WL5jldikAAAAAMGp5PqB3KpwHAAAAAACQZHXLtxxxrntTff/3DiS/0LHz5u1ad8Mc5YYS3zs7M0DnPAAAAAC4zPMBPQAAAAAAgCM6Wq1z5us2Jtct35s/aIXzRSudqS0JuaGgJk8Y69r+AAAAAAD7Rk1AH41++A/vYNCdb7YDAAAAAAAXVZRINeX2nyuulELhvu9l5LjWOQ8AAAAAGL5GTUD/9ttvx1+HQiEXKwEAAAAAAEMuFrU655MRCktZec7WAwAAAAAYlUZFQN/d3a3Vq1dLss60nz59ussVAQAAAACAIdUSSW6svT9odcs7JBrrUmNze8L3NzQNchQ/AAAAAMBTXA/o165dm9B9zz77rBoaGhJe1zRNtba2ateuXaqoqND27dvjv/vMZz5ju04AAAAAADCMxKJWKN+jqT65dfILHRll39bRpdKyalXVRtTe2T3o9QAAAAAAw5PrAf2iRYtkGMZRf2+apiTpvvvuS3oP0zTjexiGocWLFye9FgAAAAAA8LCOVuus+bqNyXXM9/AHrXC+aKUjZZWWVWv9ln2OrAUAAAAAGL5cD+h79ATxyf7+aAzDkGEY8ee/9a1v6YwzzkhqLQAAAAAA4HEVJVJNub1niiutc+Z7y8hxpHNessbaV9VGBr4RAAAAADDieSKgTzZ8t7P2zJkz9a//+q+67rrrUrYXAAAAAABwUSxqdc7bFQpLWXnO1/N/GpvbHR9rH/D7lJ0ZcHRNAAAAAEDquR7QP/LII/2+b5qmrr/++vho+ltvvVUzZsxIeF2fz6fjjz9eEyZM0MyZMzVx4kRH6gUAAAAAAB7VErE/1t4ftLrlh5l5BTkKpqe5XQYAAAAAwCbXA/qlS5ce9XfXX399/HVhYaHOP//8oSgJAAAAAACMFvmFjo2yHwoBv0/zCnK0fMEst0sBAAAAACTB9YB+IKkcfw8AAAAAAIapWNTqmO+tqT7x5/1BK5wvWulsXTatu2GOckOJf0EgOzNA5zwAAAAADGOeDujfeuut+OuTTjrJxUoAAAAAAIAndLRKFSXWWfN2xtkXV1pnzffIyPFE53xuKKjJE8a6XQYAAAAAYIh4OqCfOnWq2yUAAAAAAAAvqSiRasrtPxcKS1l5ztcDAAAAAIANPrcLAAAAAAAASEgsanXOAwAAAAAwTBHQAwAAAACA4aElYm+sfQ9/0BppDwAAAACAyzw94h4AAAAAAIxisagVyvdoqk9unfxCW+fNR2NdamxuT26vfjQ0JfGlAgAAAADAiDSsAvqmpiY9+eSTevHFF/X6669r//79OnTokNrb7f2j2TAM288AAAAAAIAh0tFqnTVftzG5jvke/qAVzhetTOj2to4ulZZVq6o2ovbO7uT3BQAAAADgKIZFQN/R0aHvfe97+sUvfqHDhw/H3zdNM6n1DMNwqjQAAAAAAOC0ihKpptzeM8WVUijc972MHFud86Vl1Vq/ZZ+9fQEAAAAAsMHzAf3777+vCy+8UFu2bIkH8oZhyDTNPkH7kddHSjbMBwAAAAAAQygWtTrn7QqFpay8pLeNxrpUVRsZ+EYAAAAAAAbB0wF9V1eXFixYoOrqakkfBvPZ2dnKy8vTq6++Gn//9NNPVzAY1IEDB/SPf/xDXV1d8d9JUl5eniZNmuTOBwEAAAAAAIlpidgfa+8PWt3yg9DY3D7kY+0Dfp+yMwNDuicAAAAAwF0+tws4lscff1x/+ctfZBiGDMPQySefrMrKSjU0NOjll1+W9GEA/+CDD+qVV17Rzp079cEHH2jDhg0qLCyMd87v379fS5cu1ebNm7V582bXPhMAAAAAAHBYfqGtUfZeMa8gR8H0NLfLAAAAAAAMIU930N9///2SrPH048eP16ZNm5SXN/C4urFjx+qSSy7RJZdcoj/84Q9asmSJmpqatHTpUh0+fFglJSWpLh0AAAAAAAwkFrU65ntrqk/8eX/QCueLVjpbV4oF/D7NK8jR8gWz3C4FAAAAADDEPBvQv/fee9qyZUu8Q/7b3/52QuH8kS6//HJt3LhR559/vtrb23XrrbfqnHPO0Sc/+UmnSwYAAAAAAInoaJUqSqyz5u2Msy+utM6a75GRMySd8+tumKPckHP7ZGcG6JwHAAAAgFHKswH9//zP/0iyuucNw9DixYuPeX/PKPv+zJkzR7feeqvuu+8+dXV16fbbb9eGDRscrRcAAAAAACSookSqKbf/XCgsZdn/8v5g5YaCmjxh7JDvCwAAAAAYeTx7Bn1DQ0P8dW5ursLh8DHulqLRY3/j/sYbb5RkBflPP/209u/fP/giAQAAAACAPbGo1TkPAAAAAMAo5NmA/sCBA5IkwzCUm5vb7z1jxoyJv25razvmepMmTdKUKVMkWSH9Sy+95EyhAAAAAAAgcS0Re2Pte/iD1kh7AAAAAACGMc+OuE9L+/AstkAg0O89oVBI+/fvl2EYqq+vH3DNE088Ubt375Ykvf32247UCQAAAADAqBaLWqF7opoG/vd7v/ILh+S8eQAAAAAAUsmzAf348ePjr5uamvq952Mf+1h8VP3f//73Adc8fPhwv68BAAAAAIBNHa3WWfJ1G5PriE+UP2iF80UrbT0WjXWpsbk94fsbmlL4GQAAAAAA+D+eDeinTZsmyRpHH4n0/038008/Xdu3b5ckbd68+ZjrtbS0aMeOHTIMQ5KUkZHhYLUAAAAAAIwyFSVSTbmzaxZXSqFw3/cycmx1zrd1dKm0rFpVtRG1d3Y7Wx8AAAAAAIPk2TPoTz/99PjrAwcO6L333vvIPZ/61KckWSF+dXW1Xn/99aOu9/DDDysWi8k0TUmKn0cPAAAAAABsikWtznmnhcJSVl7fH5tj7UvLqrV+yz7CeQAAAACAJ3k2oM/OztbHP/7x+PWLL774kXuuvPJKSZJhGDJNU4sWLdLevXs/ct9///d/6wc/+EG8ez4tLU3nnXdeiioHAAAAAGCEa4k4P9beH7S65QchGutSVW3/U/gAAAAAAPACz464l6R58+Zpx44dkqSNGzdq/vz5fX4/ZcoUXXbZZVq/fr0Mw9C2bds0Y8YMFRYWKj8/Xx0dHfrrX/+ql156Kd45bxiGrrrqqj5n3AMAAAAAAJflF9rulj9SY3O7453zAb9P2ZkBR9cEAAAAAIxeng7or7zySq1cuVKmaWrdunX6yU9+ouOPP77PPStWrNDzzz+v5uZmGYahw4cPq6ysrM89pmnGu+yzs7P1ox/9aCg/BgAAAAAAw1csanXM99ZU79z6/qAVzhetdG5NB80ryFEwPc3tMgAAAAAAI4SnA/pzzz1XN998s6JRa2zejh079MlPfrLPPVOmTFFlZaUuvfRSHTx4MD7GvreecD4cDusPf/iDwuHwkNQPAAAAAMCw1dEqVZRYZ83bGWdfXGmdJZ+ojJxBd86nQsDv07yCHC1fMMvtUgAAAAAAI4inA3pJ+slPfjLgPZ/97GdVV1enu+66S+vWrVMk0veb/bm5uVq8eLFuu+02nXDCCakqFQAAAACAkaOiRKopt/9cKCxl5TlfzyCtu2GOckOJfxEgOzNA5zwAAAAAwHGeD+gT9bGPfUwrVqzQihUrtGvXLkUiEZmmqdzcXJ1yyilulwcAAAAAwPARi1qd8yNIbiioyRPGul0GAAAAAGCUGzEBfW+nnHIKoTwAAAAAAMlqidgba9/DH7RG1gMAAAAAgH6NyIAeAAAAAADYEItaoXyPpvrk1skv9OR58gAAAAAAeAUBPQAAAAAAo1VHq3XWfN3G5Drme/iDVjhftNK52gAAAAAAGIEI6AEAAAAAGK0qSqSacnvPFFdKoXDf9zJyUtI5H411qbG5PeH7G5oG8SUDAAAAAACGAAE9AAAAAACjUSxqdc7bFQpLWXnO19NLW0eXSsuqVVUbUXtnd0r3AgAAAABgKLkS0K9du9aNbfu45ppr3C4BAAAAAAD3tETsj7X3B61u+RQrLavW+i37Ur4PAAAAAABDzZWAftGiRTIMw42t4wjoAQAAAACwKb8wJaPse4vGulRVG0npHgAAAAAAuMXVEfemaQ7pfoZhyDRN178cAAAAAADAkIpFrY753prqE3/eH7TC+aKVztbVj8bmdsfH2gf8PmVnBhxdEwAAAACAZLgW0A91OO/WngAAAAAAuKajVaoosc6atzPOvrjSOmu+R0ZOyjvnU2leQY6C6WlulwEAAAAAgDsB/SOPPOLGtgAAAAAAjC4VJVJNuf3nQmEpK8/5eoZYwO/TvIIcLV8wy+1SAAAAAACQ5FJAv3TpUje2BQAAAABg9IhFrc75EWTdDXOUG0q8kz87M0DnPAAAAADAU1w9gx4AAAAAAKRIS8TeWPse/qA10t6DckNBTZ4w1u0yAAAAAABIGgE9AAAAAADDQSxqhe6JaqpPbp/8wmF93jwAAAAAAF5GQA8AAAAAgJd1tFpnyddtTK4jPlH+oBXOF61M3R4AAAAAAIxyBPQAAAAAAHhZRYlUU+7smsWVUijc972MnH4756OxLjU2tzu7/zE0NKXwSwgAAAAAALiMgB4AAAAAAK+KRa3OeaeFwlJW3jFvaevoUmlZtapqI2rv7Ha+BgAAAAAARiECegAAAAAAvKol4vxYe3/Q6pYfQGlZtdZv2efs3gAAAAAAjHKeDujHjBmTknUNw1B7+9CN5wMAAAAAYECxqBXI99ZU7/w++YX9jrLvLRrrUlVt5Jj3AAAAAAAA+zwd0Hd2dqZkXcMwUrIuAAAAAAC2dbRa58zXbXS+W743f9AK54tWDnhrY3O758baB/w+ZWcG3C4DAAAAAIBB8XRAL1lhummatu7vj501AAAAAAAYMhUlUk25/eeKK62z5BOVkTNg57yXzSvIUTA9ze0yAAAAAAAYFE8H9Oecc47tbvfW1lY1NjZq7969kj4M7E866SRNmTLF6RIBAAAAAEheLGp1zicjFJay8pytx4MCfp/mFeRo+YJZbpcCAAAAAMCgeTqg/+tf/5r0s5FIRE888YTuv/9+vfvuu3r//fd11113qbi42MEKAQAAAAAYhJZIcmPt/UGrI94F626Yo9zQ0HXiZ2cG6JwHAAAAAIwYng7oByMnJ0c333yzlixZooULF+rZZ5/V1772NUWjUX3zm990uzwAAAAAAJKXX+jauPrcUFCTJ4x1ZW8AAAAAAIa7ERvQ9xg/fryeeuopfepTn1JdXZ1uvvlmfeYzn9Hs2bPdLg0AAAAAMNLEolZXfKKa6u2t7w9a4XzRSnvPAQAAAAAATxjxAb0kHX/88br77rt15ZVXqqurS6WlpXr22WfdLgsAAAAAMFJ0tEoVJdZ58smMrO9PcaV1znxvGTmudc4DAAAAAIDBGxUBvSR96UtfUjAYVDQa1aZNm7Rnzx6dfPLJbpeljo4Obd++Xbt379a7776r5uZmxWIxhUIhnXDCCTrjjDM0Y8YMpaU5c95eZ2enXn75ZW3dulXvv/++0tLSNHHiRJ111lmaOXOmI3sAAAAAwKhTUSLVlDu7ZigsZeU5uyYAAAAAAHDVqAnoA4GATj31VNXW1kqSXnjhBdcC+rKyMj3zzDN64YUXtH37dnV2dh7z/nHjxunqq6/WzTffrNNOOy2pPVtaWnTffffp4Ycf1oEDB/q9Jz8/X9/+9rd13XXXyTCMpPYBAAAAgFEnFrU65z0sGutSY3N7wvc3NDk0BQAAAAAAAPQxagJ6ScrIyIi/fuedd1yr45ZbbtG7776b8P0ffPCBfv7zn+vXv/61/v3f/1133HGHrQD9zTffVFFRkXbt2nXM++rq6vTVr35Vv/vd7/S73/1O48aNS3gPAAAAABi1WiLOjbXv4Q9a4+wHqa2jS6Vl1aqqjai9s9uBwgAAAAAAwGCMqoC+vr7e7RKOKhgM6uSTT9a4cePU3d2t/fv3a8+ePTJNM35PLBbTsmXL9M477+jXv/51QuvW1dXp/PPP1/79+/u8n5GRoVNPPVVtbW3avXu3YrFY/HdPP/20LrnkEj333HMKBjnbEAAAAAD6iEWtUL5HUwr+rZlf6MhZ86Vl1Vq/ZZ8DBQEAAAAAACeMmoC+urpae/fujXeeZ2dnu1pPOBzWpZdeqvPOO09z5szRKaecIp/P1+eegwcPqqysTHfddZf27t0bf3/VqlWaO3euiouLj7lHZ2enFi5c2CecnzBhgn7yk5/o6quvVnp6uiTpwIEDeuCBB/TDH/5Q3d1WR8VLL72k2267TStWrHDqIwMAAADA8NbRap01X7fR+Y75Hv6gFc4XrRz0UtFYl6pqIwPfCAAAAAAAhoxh9m7RHqHa29t14YUX6oUXXpAkGYahv/3tb/rkJz/pSj1btmzRJz7xiYTH1B88eFAXXnihXnvttfh7EydO1N69ez8S6vf2y1/+Ut/4xjfi11lZWfrrX/+qgoKCfu9fu3atrr322vi13+9XbW2tpk+fnlCdqVJTU6PTTz89fr1161bNnDnTxYoAAAAAjErriqWacnvPFFdKoXDi92fkONI5L0nvHGjVuf/vz46s1SPg96n6ji8qmJ7m6LoAAGBk4G+5AAAM7Ojp7gjx5z//WXPnztWLL74YD8QnT57sWjgvSWeccYatM+SzsrK0Zs2aPs/s27cv/oWD/nR0dOiee+7p8979999/1HBekq655hotWrQoft3Z2ak777wz4ToBAAAAYMSKRa3OebtCYSkrL/Efh8L5VJlXkEM4DwAAAADAIHh6xP3111+f1HNtbW2KRCKqrq7uM97dNE0ZhqFly5Y5VeKQmTFjhs466yz97W9/i7+3bds2nXvuuf3e//TTT+udd96JX0+ZMmXAkfiSdOedd+q//uu/1DNYYd26dXrooYc0bty4QX4CAAAAABjGWiL2x9r7g1ZH/AgQ8Ps0ryBHyxfMcrsUAAAAAACGNU8H9L/61a9sdZofqSdk7r1GcXGxlixZMuja3DB16tQ+AX3vLx8cqaKios91cXFxQv8tp06dqs997nPatGmTJCkWi2njxo26+uqrkysaAAAAAEar/ELPdsSvu2GOckOJ15adGaBzHgAAAAAAB3g6oB8swzBkmqZM01QwGNSdd96p0tJSt8tKWjTat1tj/PjxR713w4YNfa6/+MUvJrzPvHnz4gG9JK1fv56AHgAAAMDoEYtaHfO9NdUn/rw/aIXzRSudrctBuaGgJk8Y63YZAAAAAACMOp4P6Hu64JORlZWl2bNnq7CwUIsWLVJ2draDlQ0t0zT16quv9nnvrLPO6vfeSCSihoaG+HUgENDs2bMT3uuf/umf+ly/8cYbNioFAAAAgGGqo1WqKLHOmrczzr640jprvkdGjmc75wEAAAAAgLs8HdC/9dZbtp8xDEPBYFChUEgZGRkpqModq1atUn39hx0bp512ms4+++x+7922bVuf62nTpmnMmDEJ71VQUNDneufOners7JTf7+n/uwAAAADA4FSUSDXl9p8LhaWsPOfrAQAAAAAAI46nE9epU6e6XYInPPbYY7rxxhvj1z6fTz/72c+OeqZ8XV1dn+vJkyfb2i87O1vBYDA+Ur+jo0O7du3S9OnTbVYOAAAAAMNELGp1zgMAAAAAAKSQpwP60WLHjh3as2dP/DoWi+ngwYPaunWrKioqVFtbG//dmDFj9Mtf/lIXXHDBUdd77733+lxPmjTJdk3hcFhvv/12nzUJ6AEAAACMWC0Re2Pte/iD1kj7IRCNdamxuT3h+xuakvg8AAAAAAAgpQjoPeChhx7ST3/602PeYxiGLr74Yv3whz/UrFmzjnlvS0tLn+vjjz/edk1HPnPkmsl677331NjYaOuZnTt3EIpVeAAAIABJREFUOrI3AAAAADguvzDl5823dXSptKxaVbURtXd2p3QvAAAAAACQWgT0w8TChQt10003DRjOSx8N04NB+38sOu644465ZrIeeughLVu2zJG1AAAAAMA1/qAVzhetTPlWpWXVWr9lX8r3AQAAAAAAqUdAP0w8+eSTevLJJ3Xuuedq1apVmjZt2lHv7Tk7vseYMWNs7xcIBPpct7W12V4DAAAAAEaE4kopFO77XkZOyjvnJWusfVVtJOX7AAAAAACAoeFzuwBIDz74oEzTjP+0trbqnXfe0fr167V06dI+3eybN2/Wpz/9af3tb3876npHdsx3dHTYrqm9ve+5hsl04QMAAADAiBAKS1l5fX+GIJyXpMbmdsfH2gf8PmVnBga+EQAAAAAAOG5YddBv27ZNGzdu1Ouvv649e/aoqalJbW1tMk3T1jqGYaiuri5FVQ7ecccdp0mTJmnSpEm69NJL9Z3vfEcLFy7UG2+8IUk6dOiQ5s+fr61bt2r8+PEfeT4jI6PP9ZEd9Yk4smP+yDWTdeONN2rhwoW2ntm5c6fmz5/vyP4AAAAAMNrNK8hRMD3N7TIAAAAAABiVhkVA//LLL+uWW27RK6+80ud9u8F8D8MwnChryEybNk1VVVWaPXu23nnnHUnSu+++q+XLl+vee+/9yP1HhumHDx+2veeRzzgV0J944ok68cQTHVkLAAAAAJC4gN+neQU5Wr5gltulAAAAAAAwank+oH/ooYd00003xce/Sx8G7MkE7cmG+m772Mc+pmXLlumrX/1q/L3f/OY3/Qb0Rwbge/futb1ffX39MdcEAAAAAE+LRaUWG2e3N9UPfI/HrLthjnJDiY/az84M0DkPAAAAAIDLPB3Qb9iwQf/yL/8iyQrjDcOIB/VpaWkKhUIaO3asy1UOnX/+53/W0qVL418yqK+v1z/+8Q/l5eX1uS8/P7/P9Z49e2zt89577/UZiz9mzBideuqpSVYNAAAAAEOoo1WqKJHqNkqd9o/7Gk5yQ0FNnjB6/k0MAAAAAMBI4OmA/qabbpKkeDA/YcIE3XLLLSoqKtKMGTPk93u6fMeNHz9eEyZM0Pvvvx9/r6Gh4SMB/Wmnndbn+u9//7s6Ojo0ZsyYhPbZtm1bn+upU6eOuv/WAAAAAIapihKpptztKgAAAAAAAPrl2dT11Vdf1a5du+Lh/MyZM/Xss88yav0I6enpH3kvNzdXubm5amhokCS1t7frf//3fzVnzpyE1nzhhRf6XJ955pmDLxQAAAAAUi0WtTrnAQAAAAAAPMqzAX11dbUk68x4wzC0atWqUR/ONzc368CBA33ey8nJ6ffeSy+9VL/+9a/j11VVVQkH9FVVVX2uv/SlL9msFAAAAABc0BJxfqy9Pyhl9P/vrmREY11qbG5P+P6GppE9ph8AAAAAgNHGswF9Y2Nj/PVJJ52kT3/60y5W4w0bNmyInz8vSdnZ2Zo4cWK/915++eV9AvpHH31U3//+92UYxjH3+Pvf/66//OUv8ev09HQVFhYOsnIAAAAAGKbyC6X04KCXaevoUmlZtapqI2rv7HagMAAAAAAAMBz53C7gaMaOHSvJOn8+HA67XI372tradMcdd/R577LLLpPP1///hBdddJEmTZoUv969e7ceffTRAfe58847+3wJ4Mtf/rLGjRuXZNUAAAAAMEz5g9LMK6SilY4sV1pWrfVb9hHOAwAAAAAwynm2g3769Onx1x988IGLlTjrtttu08KFC21NBDhw4ICuuuoq7dixI/5eWlqabr311qM+EwgE9L3vfU/f/OY34+/927/9mz772c+qoKCg32fWrl2rNWvW9Nlj2bJlCdcJAAAAAJ5VXCmFbHz5OyPHkc55yRprX1UbcWQtAAAAAAAwvHm2g37u3LkKBAIyTVNvv/22mpqa3C7JEX/605909tln6zOf+YweeOABvfHGG4rFYh+5zzRNbd++XXfffbfy8/P1zDPP9Pn9rbfeqk984hPH3Gvp0qWaOXNm/PrgwYM699xz9dvf/ladnZ3x9w8cOKDvf//7Wrx4cZ/nv/GNb+jjH/94Mh8TAAAAALwlFJay8hL/cSicl6TG5nbHO+cDfp+yMwOOrgkAAAAAAFLPsx30oVBI1157rVatWqXOzk6tXr1aJSUlbpflmFdeeUWvvPKKJGnMmDE66aSTNH78eI0ZM0bNzc1655131Nzc3O+zS5Ys0Y9+9KMB90hPT9e6des0d+5cHThwQJIVxi9ZskQlJSWaOnWq2tratGvXro98SeDss8/W/fffP8hPCQAAAABIhXkFOQqmp7ldBgAAAAAAsMmzHfSSdO+99+rEE0+UJN1xxx3auXOnyxWlRkdHh3bt2qXXX39dL7/8smpra/sN50OhkB566CE9+uijRz17/kgzZszQc889p7y8vD7vt7S0qLq6Wjt27PhIOH/hhRfq6aef1nHHHZf8hwIAAAAAOC7g9+myMyZq+YJZbpcCAAAAAACS4NkOeknKycnRU089pYsvvlgHDhzQF77wBa1Zs0af+9zn3C4taY8//rj++Mc/qqqqSq+88sqAo/sNw9AnPvEJLV68WEuWLFF2drbtPWfNmqU333xTP/zhD/Xzn/9cBw8e7Pe+6dOn67bbbtPSpUtlGIbtfQAAAADAUbGo1GLj7Pam+tTVkiLrbpij3FDi4/SzMwN0zgMAAAAAMIwZpmmabhcxkNraWi1YsEDbt2+XYRj6/Oc/rwULFmj27NnKzs5WMGj/bMBwOJyCSu3p7u7WW2+9pZ07d2rPnj1qampSLBZTZmamxo0bpylTpmj27NkKhUKO7RmLxfTyyy9r69atev/995WWlqaJEydq9uzZA55p75aamhqdfvrp8eutW7dq5syZLlYEAAAAIKU6WqWKEqluo9QZdWbNm7dYZ8u74J0DrTr3//25399tvu0Lmjxh7BBXBAAAkBr8LRcAgIF5uoO+R0FBgZ577jldcMEF2rZtmzZt2qRNmzYlvZ5hGOrs7HSuwCT5fD7l5+crPz9/yPZMT0/X3LlzNXfu3CHbEwAAAABsqSiRasrdrgIAAAAAAMBxnj6Dvsf999+vj3/84/EOetM0B/0DAAAAAPCgWNTqnAcAAAAAABiBPN9Bv2jRIj3++OPxUN0wjHhIDwAAAAAYYVoizo217+EPShk5zq4JAAAAAACQBE8H9A888IDWrl0rSX0650844QTNnDlTJ5xwgsaO5aw+AAAAABiWYlErkO+tqd75ffILpfSg8+v2IxrrUmNze5/3Gpoc/sIBAAAAAAAYtjwb0Le3t+vee+/tE8x//vOf1z333KNzzjnH7fIAAAAAAMnqaLXOma/b6Hy3fG/+oBXOF61M3R7/p62jS6Vl1aqqjai9szvl+wEAAAAAgOHJswH9pk2bdPDgwfhI+/nz52vdunXy+XxulwYAAAAAGIyKEqmm3P5zxZVSKJz4/Rk5Q9Y5X1pWrfVb9g3JXgAAAAAAYPjybEC/bds2SZJpmvL5fFqxYgXhPAAAAAAMd7Go1TmfjFBYyspzth4HRGNdqqqNDHwjAAAAAAAY9TybeLe3W2f2GYahadOm6aSTTnK5IgAAAADAoLVEkhtr7w9aHfEe1NjcntRY+4Dfp+zMQAoqAgAAAAAAXuXZgD4c/nBs4fjx412sBAAAAADguvzCIRtXP1TmFeQomJ7mdhkAAAAAAGAIeXbE/SmnnBJ/3djY6GIlAAAAAICkxKJWx3xvTfX21vAHrXC+aKVzdbks4PdpXkGOli+Y5XYpAAAAAABgiHk2oD/nnHMUDodVX1+v3bt3a+/evZo0aZLbZQEAAAAABtLRKlWUWGfN2xlnX1xpnTPfW0bOsO6cX3fDHOWG+tafnRmgcx4AAAAAgFHKsyPufT6fli5dGr9+4IEHXKwGAAAAAJCwihKpptz+WfOhsJSV1/dnGIfzkpQbCmryhLF9fgjnAQAAAAAYvTwb0EvSd7/7XZ1xxhkyTVM/+9nPVFFR4XZJAAAAAIBjiUWtznkAAAAAAAB8hKcD+mAwqMrKSp155pnq7OzUwoULdccdd6ilpcXt0gAAAAAA/WmJ2O+cl6yz5jNynK8HAAAAAADAQzx7Br0krV27VpJ044036j/+4z+0e/du3XPPPXrwwQd10UUX6ayzzlJ2draCQfsjD6+55hqnywUAAACA0ScWtUL5Hk31ya2TXzjsx9kDAAAAAAAMxNMB/aJFi2QYRvzaMAyZpqnm5mb9/ve/1+9///uk1yagBwAAAIBB6Gi1zpqv25hcx3wPf9AK54tWOlfbIEVjXWpsbk/4/oamQXx+AAAAAAAwqng6oO9hmmY8qO8d2Pf8LlE9Af+RawAAAAAAbKookWrK7T1TXCmFwn3fy8jxTOd8W0eXSsuqVVUbUXtnt9vlAAAAAACAEcjzAX1PAG8niB9oLQAAAADAIMSiVue8XaGwlJXnfD0OKS2r1vot+9wuAwAAAAAAjGCeDugfeeQRt0sAAAAAABypJWJ/rL0/aHXLe1Q01qWq2ojbZQAAAAAAgBHO0wH90qVL3S4BAAAAAEa3WNQK5Htrqre/Tn6hZ0bZ96exud3xsfYBv0/ZmQFH1wQAAAAAAMObpwN6AAAAAIBLOlqtc+brNtrvlu/NH7TC+aKVztU2TMwryFEwPc3tMgAAAAAAgIcQ0AMAAAAAPqqiRKopt/9ccaV11nyPjBxPd86nQsDv07yCHC1fMMvtUgAAAAAAgMcQ0AMAAAAA+opFrc75ZITCUlaes/W4bN0Nc5QbSvxLBtmZATrnAQAAAABAvwjoAQAAAAB9tUSSG2vvD1od8yNMbiioyRPGul0GAAAAAAAYAXxuFwAAAAAAGCHyC0fdOHsAAAAAAAA7PN1BX19fn7K1w+HwwDcBAAAAwGgQi1pd8z2abP5bzB+0wvmilc7WBQAAAAAAMMJ4OqCfNGmSDMNwfF3DMNTZ2en4ugAAAAAwrHS0ShUl1nnziY60L660zpnvLSOHznkAAAAAAIAEeDqg72GaptslAAAAAMDIU1Ei1ZTbeyYUlrLyUlPPEaKxLjU2tw/JXg1NCX5BAQAAAAAAYBCGRUCfjCM77wn5AQAAAKCXWNTqnPegto4ulZZVq6o2ovbObrfLAQAAAAAAcIynA/prrrnG9oj71tZWNTY26vXXX9fhw4clWWH9qaeeqjlz5qSiTAAAAAAYfloiiY+17+EPWuPsU6y0rFrrt+xL+T4AAAAAAABDzdMB/Zo1a5J+tru7W3/84x+1bNkyvfHGG9q9e7euvfZaLVu2zMEKAQAAAGAYiEWtQL63pnr76+QXpvys+WisS1W1kYFvBAAAAAAAGIY8HdAPhs/nU1FRkQoLC7V06VKtWbNG99xzjzo7O3Xvvfe6XR4AAAAApF5Hq3XOfN1G+93yvfmDVjhftNK52o6isbndU2PtA36fsjMDbpcBAAAAAABGiBEb0PdIT0/Xo48+qrq6Or366qu67777dP755+uCCy5wuzQAAAAASK2KEqmm3P5zxZVSKPzhdUZOyjvnvWpeQY6C6WlulwEAAAAAAEYIn9sFDIW0tDTdfffd8evvfOc7LlYDAAAAAEMgFrU655MRCktZeR/+jMJwPuD36bIzJmr5gllulwIAAAAAAEaQEd9B3+OCCy5QZmammpub9dprr6murk75+flulwUAAAAAqdESSW6svT9odcx70Lob5ig3NDRfFsjODNA5DwAAAAAAHDdqAvq0tDTl5eVp69atkqSXX36ZgB4AAAAAjpRf6NmO+dxQUJMnjHW7DAAAAAAAgKSNmoBekoLBD//ItG/fPhcrAQAAAAAHxaJWx3xvTfX21vAHrXC+aKVzdQEAAAAAAKCPURXQ79mzJ/7a7x9VHx0AAADASNTRKlWUWGfN2xlnX1xpnTPfW0aOZzvnAQAAAAAARopRk1Jv3rxZ7733Xvz6xBNPdLEaAAAAAHBARYlUU27/uVBYyspzvp4jRGNdamxut/VMQ5ONLxoAAAAAAAAMM6MioD948KBuvPFGGYYh0zQlSZ/+9KddrgoAAAAABiEWtTrnPaito0ulZdWqqo2ovbPb7XIAAAAAAAA8w+d2AanU3NysRx99VGeeeaZqa2slSYZhaMaMGTrttNNcrg4AAAAABqElYm+sfQ9/0Bpnn0KlZdVav2Uf4TwAAAAAAMARPN1B/8UvfjGp59ra2hSJRLRr1y51d3fLNM1497xhGLrvvvscrhQAAAAAUiwWtUL5Hk31ya2TX5jSs+ajsS5V1UYGvhEAAAAAAGAU8nRA/8wzz8gwjKSe7RllL6nPaPsf/OAHuuyyyxypDwAAAABSrqPVOmu+bmNyHfM9/EErnC9a6Vxt/Whsbk9J53zA71N2ZsDxdQEAAAAAAIaSpwP6wegJ9k3TlGmays3N1YMPPqgrr7zS5coAAAAAwIaKEqmm3N4zxZVSKNz3vYyclHbOp9q8ghwF09PcLgMAAAAAAGBQPB/Q9+6ET1R6eroyMzOVl5en2bNnq7CwUF/60pfk93v+4wIAAADAh2JRq3PerlBYyspzvh4XBPw+zSvI0fIFs9wuBQAAAAAAYNA8nVjHYjHbzxiGIZ/Pl4JqAAAAAGCItUTsj7X3B61ueQ9ad8Mc5YbsdfFnZwbonAcAAAAAACOGpwP6tDT+CAMAAAAAtuQXenaUfW4oqMkTxrpdBgAAAAAAgGs8HdADAAAAwKgRi1od87011Sf+vD9ohfNFK52tCwAAAAAAAI4hoAcAAAAAN3W0ShUl1lnzdsbZF1daZ833yMjxbOc8AAAAAAAALAT0AAAAAOCmihKpptz+c6GwlJXnfD0AAAAAAABIGQJ6AAAAAHBLLGp1zg9SNNalxuZ2BwoavIYmG1MAAAAAAAAARhlPB/Rbt27VFVdcEb/+1a9+pfPOO8/2On/5y1/09a9/XZJkGIbWr1+v6dOnO1YnAAAAACSlJWJvrH0Pf1DKyFFbR5dKy6pVVRtRe2e38/UBAAAAAADAUT63CziWhx9+WDt37tTOnTvl9/uTCucl6bzzzpPP54uv9ctf/tLhSgEAAAAgAbGodPAfH/401Se3Tn6hlB5UaVm11m/ZRzgPAAAAAAAwTHg6oH/qqackWV3vixcvTnodwzD0la98RZJkmqbKy5M43xEAAAAAktXRKq0rln6UJ/30jA9/Hr3Y3jr+oDTzCqlopaKxLlXVRlJTLwAAAAAAAFLCsyPut2/frn379sWvL7/88kGtV1RUpNtvv12StHv3bu3evVtTpkwZ1JoAAAAAkJCKEqnG5heFiyulULjvexk5UnpQktR4oHVYdc4H/D5lZwbcLgMAAAAAAMBVng3oa2pq4q8zMjI0c+bMQa1XUFCgjIwMtbS0SJLefPNNAnoAAAAAqReLSnUb7T8XCktZec7X45J5BTkKpqe5XQYAAAAAAICrPDvi/t1335VkjaefPHnyoNczDEMnn3xy/HrPnj2DXhMAAAAABtQSkTqj9p7xB61u+REg4PfpsjMmavmCWW6XAgAAAAAA4DrPdtD3dLpLUmZmpiNr9l6nubnZkTUBAAAAwHH5hfFR9slYd8Mc5YaSf95J2ZkBOucBAAAAAAD+j2cD+oyMjPjrQ4cOObLmBx98EH89ZswYR9YEAAAAgLhY1OqY762pPvHn/UErnC9aOagyckNBTZ4wdlBrAAAAAAAAwHmeDeizs7MlSaZpau/evers7JTfn3y5sVisz1j7nvUBAAAAYNA6WqWKEuuseTvj7IsrrbPme2TkDKpzHgAAAAAAAN7m2TPop06dGn/d2tqq559/flDrPf/882ptbY1f5+XlDWo9AAAAAIirKJFqyu2fNR8KS1l5H/4QzgMAAAAAAIxong3oP/WpT2ncuHEyDEOSdN999w1qvd7Pjx07VnPmzBnUegAAAAAgyRprX7fR7SoAAAAAAAAwDHh2xL3P59PFF1+s3/3ud5KkZ599VitWrNBNN91ke60VK1bo2WefjYf9F110kdLT0x2tFwAAAMAo1RKx3zkvqTstqHdjmdKB1oFv7kdDk/09AQAAAAAA4C7PBvSSdPvtt+vJJ5+UZJ1F/61vfUuHDh3S7bffLp9v4Ob/7u5u3X333br77rtlGIZM05TP59Ptt9+e6tIBAAAAjESxqBXI99ZUn9RSGzrO1P/3wEsOFAUAAAAAAIDhwtMB/cyZM/W1r31NjzzyiAzDUHd3t5YtW6a1a9eqpKREl1xyiaZNm/aR53bu3KmNGzfqoYce0ltvvSXTNGUYhgzD0HXXXaczzzzThU8DAAAAYNjqaLXOma/bmFS3fG9RM11V3WepNPYNh4oDAAAAAADAcOHpgF6Sfvazn6mmpkYvvvhivAt+x44duuWWW3TLLbcoFAopOztbGRkZamlpUWNjo5qamiRZXfeS4s+de+65evjhh938OAAAAACGo4oSqabc9mML2n+gBp3Q571Gc5zaNcapygAAAAAAADCMeD6gT09P14YNG7R48WKtX78+fo58T/j+wQcf6IMPPuj32d73zp8/X7/5zW84ex4AAACAPbGo1TmfhAadoL1mtsMFHVvA71N2ZmBI9wQAAAAAAEBiBj7I3QPGjRunP/zhD/rP//xPhcPhPp3xR/uRrGB+0qRJ+vnPf67y8nKFQiE3PwYAAACA4aglktRY+6iZrkZzXAoKOrZ5BTkKpqcN+b4AAAAAAAAYmOc76HsrKSnR9ddfr7KyMv3pT3/S5s2btXv3bnV3d8fv8fl8OvXUU3Xuuefq4osv1hVXXKG0NP44BQAAACBBsagVyvdoqk9qmarus4Z0lH3A79O8ghwtXzBryPYEAAAAAACAPcMqoJeskfdXX321rr76aklWl/yhQ4fU3NyszMxMjR8/Pt5BDwAAAAAJ62i1zpqv25hUx3yPqJmuqu6zVBr7htbdMEe5oaCDRR5ddmaAznkAAAAAAACPG3YB/ZEMw1BWVpaysrLcLgUAAADAcFZRItWU23umuFL15gRd+YuX4m81muPinfO5oaAmTxjrZJUAAAAAAAAYxoZ9QA8AAAAAgxaLWp3zdoXC6jKztdfc6XxNAAAAAAAAGHF8bhcAAAAAAK5ridgfa+8PShk5qakHAAAAAAAAIxIBPQAAAAAkI79QSh+a8+UBAAAAAAAwMrgy4v7999/XCSec4MbWR+XFmgAAAAA4L9p2WAcie/u8l9ZSr0R74bvTgoqeepEOnLdc5oFWNTTZ7LwHAAAAAADAqOVKQD916lSVlpbq1ltv1dixY90oIa61tVU//vGP9eMf/1iHDh1ytRYAAAAAqdN2uFm1P1+smU1/VdiIJfzcgvYfqEEffpm30Ryn9jfHSG++nIoy8f+zd+/RUdXn/sc/ezJhBkgGA4RgIERQGgUqHoO22IJijaeNFzwWQZEW0FOlpvWGsa3tsl5Kj8ppwS6x9VTbeoNWIsdYirFRpGK1luKvQQlG8ULFwBhAcyGZyWSyf3/skyHDdWayk72TvF9rZXX2nv199hP7j/Lh+X4BAAAAAAD6MEe2uG9oaNDtt9+u/Px83Xnnndq7d2+P97B3717dcccdys/P1x133KHGxsYe7wEAAABAz6n+1TdU2PiS/EmE85K0W8O008yO/YQ1oJs6BAAAAAAAQF/n6Bn0e/fu1V133aUxY8ZowYIFeuWVV7r9nRs3btT8+fM1ZswY3X333dq3b59M0+z29wIAAABwTqhlvyY2dP9/bwAAAAAAAABH40hA/9JLL2nixImSJNM01dLSoscff1xnn322xo0bp8WLF+vll19WJJLcZMvhRCIRvfzyy7r55ps1duxYnXPOOXriiSfU0tIi0zRlmqY+//nPa/369V1+FwAAAAB32hfcmfTkvCSFzHTVmUNSeqfP61F2pi+ltQAAAAAAAOibHDmD/uyzz9Y///lPPfTQQ1qyZIlqa2slWWH9hx9+qOXLl2v58uXy+/36whe+oClTpmjSpEkqKCjQ6NGjNXLkSKWlpcXVjEaj2rVrl3bu3Kmamhq9+eab2rx5s/7+978rFArF6neWm5urH/3oR7rmmmvk8Ti6mQAAAAAAO0VCUlMwdpnWVJtSmcr2wpS3tC+akCN/etqxHwQAAAAAAEC/4UhAL0kej0ff/va3ddVVV+nBBx/UsmXLtHPnztj3HZP1f/nLX/SXv/zlkPU+n08DBw6UaZoKhUIKh8OHfU9HKG8YRuze6NGjtXjxYi1atEg+HxMtAAAAQJ/R2iyVl0g166S2UOx2TpJlQma6KtsLVRq5NukWfF6PiibkaOmsyUmvBQAAAAAAQN/mWEDfwefz6aabbtL111+vsrIy/fKXv9TGjRsPee7g6fdQKBSbjD+czoF8h+nTp+vb3/62Zs2adcgEPgAAAIA+oLxE2romqSXbvvaUhuScEHcvOihbp3n9qkyhhexMH5PzAAAAAAAAOCzHA/oOaWlpmjNnjubMmaOPPvpIq1at0tq1a/W3v/1NbW1tcc8eLnyX4kN80zTl9Xr1xS9+URdccIGuuOIKjRkzplt/BwAAAAAOioSsyfkkDck5QbknFHRDQwAAAAAAAEA81wT0neXl5enWW2/VrbfeqsbGRr322mvavHmztmzZog8++EAfffSR6uvr1dLSIkkaOHCgjjvuOOXl5emEE07QqaeeqsLCQk2dOlWZmZkO/zYAAAAAekRTMG5b+0SEzHRFB2V3U0MAAAAAAABAPFcG9J1lZmbq/PPP1/nnn+90KwAAAAD6mMr2Qp3m9TvdBgAAAAAAAPoJ1wf0AAAAAPqnUMt+7QvuTPj5tKZa5SRa20xXZXuhSiPXpnTOPAAAAAAAAJAKAnoAAAAArtKyv1HVv/qGJja8olwjYkvNWeHbtVvDYtd15hCFNcCW2gAAAAAAAECiCOgBAAAAuEr1r76hwsaXJMO+mrs1TDtNzpoHAACRUmHYAAAgAElEQVQAAACAszxONwAAAAAAHUIt+zWx4RWn2wAAAAAAAAC6BQE9AAAAANfYF9wpv03b2ncImemqM4cc9juf16PsTJ+t7wMAAAAAAACOhC3uAQAAADgjEpKagnG30ppqbX9NZXvhEc+bL5qQI396mu3vBAAAAAAAAA6HgB4AAABAz2ptlspLpJp1Ulso7qscG18TMtNV2V6o0si1h3zn83pUNCFHS2dNtvGNAAAAAAAAwNER0AMAAADoWeUl0tY1SS/b9rWnNCTnhISfjw7K1mlevyoP8112po/JeQAAAAAAAPQ4AnoAAAAAPScSsibnUzAk5wTlnlBgc0MAAAAAAABAz/E43QAAAACAfqQpeMi29okImemKDsruhoYAAAAAAACAnkNADwAAAMD1KtsLJa/f6TYAAAAAAACALmGLewAAAADdIxKyJuY7a6hNqkTITFdle6FKI9ce9ix5AAAAAAAAoDchoAcAAABgr9ZmqbzEOms+ie3sg7Oe0W5zmEpWvhG7V2cOUVgDuqNLAAAAAAAAoMcR0AMAAACwV3mJtHVN0su+/uQO7TSbJXHWPAAAAAAAAPomzqAHAAAAYJ9IyJqcBwAAAAAAAHAIAnoAAAAA9mkKJrWtfYeQma46c0g3NAQAAAAAAAC4h6u3uK+trY19zs7OVnp6esq1IpGI6urqYte5ubld6g0AAACArIn5puCB64baIz97FJXthUc9a97n9Sg705dSbQAAAAAAAMAtXB3Qjx49WoZhSJIqKyt17rnnplzr5Zdf1vnnny9JMgxDbW1ttvQIAAAA9EutzdZZ8zXrUpqY7xAy01XZXqjSyLVHfa5oQo786WkpvwcAAAAAAABwA1cH9JJkmmYspLejFgAAAAAblJdIW9ckt2ZhhWrNoZr90GuxW3XmkGNOzhdNyNHSWZNT7RQAAAAAAABwDdcH9HaF8wAAAABsEglZk/PJCuQqamZrp7n9sF+vXjRVIwP+uHvZmT4m5wEAAAAAANBnuD6gBwAAAOAyTcHkt7X3+qWMHKmx/YiPjAz4lTd0UBebAwAAAAAAANzL43QDPSUUOvAHiH6//yhPAgAAALBdQbGUzr+HAwAAAAAAoH/rNxP077//fuxzIBBwsBMAAACgH/H6rXB+5gqnOwEAAAAAAAAc1y8C+vb2dj3++OOSrDPtx48f73BHAAAAQB+1sEIK5B64zshhch4AAAAAAAD4P44H9CtXrkzouRdffFG7d+9OuK5pmmpubtYHH3yg8vJyvf3227HvvvCFLyTdJwAAANAfhSJR1TWG4+6lNYSUe4Tna82hiprZB240tktqjl3ubkjy7HoAAAAAAACgD3E8oJ83b54Mwzji96ZpSpLuueeelN9hmmbsHYZh6Bvf+EbKtQAAAID+oKU1qtKyKlVWBxVua4/7brRRp1d8h183+6HXtNPc3gMdAgAAAAAAAL2P4wF9h44gPtXvj8QwDBmGEVt/880369RTT02pFgAAANBflJZVae2WXU63AQAAAAAAAPQprgjoUw3fk6k9ceJELV68WAsWLOi2dwEAAAC9UiQkNQVjl+G2dlVXv6nRxuH/PX2k9vZUZwAAAAAAAECf4nhA/+tf//qw903T1DXXXBPbmv6mm27SKaecknBdj8ejwYMHa+jQoZo4caKOP/54W/oFAAAA+ozWZqm8RKpZJ7UdOBveJ2m9Vz36Xws+r0fZmUfYNx8AAAAAAADoIxwP6K+++uojfnfNNdfEPhcXF+vcc8/tiZYAAACA/qG8RNq6xukuJElFE3LkT09zug0AAAAAAACgWzke0B9Ld25/DwAAAPRbkZA1Oe8wn9ejogk5WjprstOtAAAAAAAAAN3O1QH9u+++G/s8atQoBzsBAAAA+pimYNy29nZoT/Nr1U0XS15/wmuyM31MzgMAAAAAAKDfcHVAf+KJJzrdAgAAAND7RUJWIN9ZQ63tr/GcXKy8EUNtrwsAAAAAAAD0Fa4O6AEAAAB0QWuzdc58zTrbp+XjeP1SQbE0c0X3vQMAAAAAAADoAwjoAQAAgL6qvETauibpZcFZz+jrT+447HdPXTtVuUMO2sI+I0dKT3xbewAAAAAAAKC/6pUBfTgcVm1trerr69XS0iLTNJOucdZZZ3VDZwAAAEDPC0WiqmsMx99sC2nU2+vkSaHebnOYdprNh/0uGsiTsgalUBUAAAAAAABArwno33nnHT3yyCN67rnn9PbbbysajaZcyzAMtbW12dgdAAAA0PNaWqMqLatSZXVQ4bb2uO9GG3V6xZf8tvYhM12zn3xP0gCbugQAAAAAAADQwfUBfSQS0Q9+8APdf//9am9vT2laHgAAAOiLSsuqtHbLLltrVrYXKkw4DwAAAAAAAHQLVwf00WhUs2fP1rPPPhsL5g3DkCSCegAAAPRroUhUldVB++qZ6apsL1Rp5FrbagIAAAAAAACI5+qA/oEHHlB5ebkMw5BhGDJNU6ZpasKECTrttNM0YsQIDR482Ok2AQAAgB5X1xg+ZFv7RM0K367dGhZfzxxyzMl5n9ej7ExfSu8EAAAAAAAA4OKAvr29XUuWLIkF85J03nnnadmyZZo4caLD3QEAAAC9124N004zO+l1RRNy5E9P64aOAAAAAAAAgP7BtQH966+/rj179sSm57/2ta/p2Weflcfjcbo1AAAAoF/xeT0qmpCjpbMmO90KAAAAAAAA0Ku5NqCvrq6WZJ01bxiGli9fTjgPAAAAJGD1oqkapTrpd4f//qlrpyoayEu4Xnamj8l5AAAAAAAAwAauDejr6upin0844QSddNJJDnbTfUzT1Icffqg333xTO3fu1GeffSafz6esrCyNHz9eZ5xxhvx+v63vbGxs1F//+le98847amho0MCBA5Wfn6+zzjpLubm5tr4LAAAANomEpKZg7DKtIaTRRt1hHx2lOuUa+45YKneIX8oaZHuLAAAAAAAAAI7OtQF9enq6JMkwDI0YMcLhbuz16aef6plnnlFFRYXWr1+vPXv2HPHZ9PR0XXDBBbrxxht19tlnd+m9H3zwgW6//XY99dRTam1tPeR7wzB09tln684779T06dO79C4AAADYpLVZKi+RatZJbaHY7VxJr/iOsOZ3PdEYAAAAAAAAgGS5ds/4E044Ifb5s88+c64Rm5WUlGjkyJG66qqr9NRTTx01nJekSCSiZ555Ruecc47mz5+vhoaGlN771FNPadKkSXriiScOG85L1jT/hg0bdM455+j73/++TNNM6V0AAACwUXmJtHVNXDgPAAAAAAAAoHdybUA/bdo0eTye2Bbwzc3NTrdki9dff/2wAXlaWppGjx6twsJCnXrqqRoyZMghzzz22GMqKipSU1NTUu9cvXq1rrjiikP+GWZnZ+v000/X6NGjZRhG7L5pmrr33nt18803J/UeAAAA2CwSsibnAQAAAAAAAPQJrt3ifsSIEbrwwgv17LPPqrW1VWvWrNG8efOcbstWxx13nObOnasLLrhA06ZNU2ZmZuy7aDSqjRs36vbbb9fGjRtj9//+979rwYIFKisrS+gd7733nhYuXKj29vbYvcmTJ2vZsmWaMWNG7F5NTY1uu+02rVmzJnZv+fLlmjZtmi699NKu/JoAAAB9RigSVV1juMfel9bwkXLtnpz3+qWMHHtrAgAAAAAAAEiIYbp4H/N33nlHp512msLhsPLy8vTGG29o6NChTrfVJVOmTNHevXv1ox/9SHPnztXAgQOP+nw0GtV1112n//mf/4m7v379+riA/Ujmzp2rVatWxa7POOMMvfDCCwoEAoc8a5qmFi1aFPeuE088UW+//ba8Xuf+LsfWrVs1adKk2PVbb72liRMnOtYPAADof1paoyotq1JldVDhtvZjL7DJaKNOr/husLfoxEuly35rb00AAAAAEH+WCwBAIly7xb0kfe5zn9Nvf/tbeTweffTRRyouLtauXbucbqtL7rzzTtXU1Ojqq68+ZjgvWVvfP/jgg5oyZUrc/YcffviYa7du3ao//OEPsesBAwbo0UcfPWw4L0mGYej+++/X+PHjY/fee+89/fa3/AEuAADo30rLqrR2y65uDed9atVooy7uZ6T22vcCr98K52eusK8mAAAAAAAAgKS4dov7DnPmzNHAgQO1YMECbdq0SZMmTVJJSYlmz54d9zfxeosLLrgg6TVpaWm69dZbNXv27Ni9559//pjrfvOb38RtbX/55ZfrlFNOOeoav9+v73//+7r66qtj9x5++GF961vfSrpvAACAviAUiaqyOtht9f0Ka2n6QyrybJbfiCS8blb4du3WsMN+99S1U5U7xB9/MyNHSvcf9nkAAAAAAAAAPcPVAf3nPve52GePxyPTNPXpp59qyZIlWrJkifx+v4YNGya/P7k/aDQMQzU1NXa3262mTZsWd7137141Nzdr0KBBR1zz7LPPxl13Dt2PZs6cObr++uu1f/9+SdKmTZtUW1ur3NzcJLsGAADo/eoaw906Ob80/SFdlPa3pNft1jDtNLMPue/zejR01ElSepod7QEAAAAAAACwkasD+u3bt8swDJmmKcMwZBiGJOusdElqaWnRzp07k67bUac3ycrKOuRefX39EQP6mpoabd++PXY9ePBgnXXWWQm9q+PZyspKSdY/7z/96U9M0QMAANjMp1YVeTbbWrNoQo78hPMAAAAAAACAK7n6DPoOBwfqHWF9Kj+91ccff3zIvWHDDr+lqST985//jLs+88wz5fUm/vcxvvSlLx21HgAAALou26hPalv7DiEzXXXmkLh7Pq9HF556vJbOmmxXewAAAAAAAABs5uoJ+tzc3F4dqttp48aNcdf5+fkaMGDAEZ/ftm1b3PWECROSet/Bzx9cDwAAANLqRVM1MpDEcUttIaU118Uu05oGSWXJv7f9c8V64Wv/HncvO9PH5DwAAAAAAADgcq4O6FPZvr6v+s1vfhN3XVxcfNTna2pq4q7z8vKSet/Bzx9cDwAAANLIgF95Qw9/5FCc1mapvESqWSe1hVJ/odcvFRRr0MwVGjQggfcCAAAAAAAAcBVXB/SwrFu3Ti+//HLcvQULFhx1zSeffBJ3PXr06KTeOWrUqLjrurq6IzyZnE8++STpWtu3b7fl3QAAAI4pL5G2rkluzcIKKZAbfy8jR0pPYmIfAAAAAAAAgKsQ0Lvcvn37dO2118bdu+SSS3TmmWcedV1TU1Pc9eDBg5N678HPRyIRhcNh+Xy+pOoc7MEHH9Sdd97ZpRoAAAC9SiRkTc4nK5ArZeXb3w8AAAAAAAAAx3icbgBH1t7ernnz5sVt9T9kyBD94he/OObagwN6vz+5SauBAwcesyYAAAAS0BRMflt7r9+algcAAAAAAADQpzBB72KlpaV67rnn4u499NBDCZ0nHwrF/yHwgAEDknr34SblW1pakqoBAADQG4UiUdU1hmPXuxu6cGZ8qgqK2coeAAAAAAAA6IN6fUDf0tKi+vp6tbe3Kzs7W+np6U63ZItf/OIX+vnPfx5379Zbb9WcOXMSWn/wxHxra2tS7w+Hw4fcS3YK/3Cuu+46XXbZZUmt2b59uy655JIuvxsAAOBoWlqjKi2rUmV1UOG29tSKRELWxHxnDbWJr/f6rXB+5orU3g8AAAAAAADA1XpdQP/yyy/r6aef1saNG/X222/HBcmVlZU699xzD1nzz3/+U83NzZKk4447ThMmTOixflOxcuVK3XjjjXH3FixYoHvuuSfhGhkZGXHXB0/UH8vhpuUPrpmKESNGaMSIEV2uAwAAYLfSsiqt3bIrtcWtzVJ5iXXWfDLb2S+ssM6a75CRw+Q8AAAAAAAA0If1moB+06ZNuu666/TGG2/E7pmmGftsGMYR1z7xxBNatmyZJOsM9127dh12C3c3WLt2rebPnx/3u1166aV6+OGHj/o7HuzgMH3//v1J9XHw816v15YJegAAADcKRaKqrA4e+8EjKS+Rtq5Jfl0gV8rKT/29AAAAAAAAAHoVj9MNJOKBBx7Ql7/8Zb3xxhux4LrjfxMJrW+44QalpaXJNE3V19drzZoU/vC0B7z00ku67LLL1NbWFrtXVFSkVatWKS0tLalaB0+p79y5M6n1H3/8cdx1dnZ2UusBAAB6k7rGcNLb2vu8HmVn+qxt7WvWdVNnAAAAAAAAAPoS1wf0jz76qK6//npFIpHYPY/Ho8LCQv3Hf/xH3KT5keTl5WnGjBmx6/Ly8m7ptStef/11XXzxxXFb0Z911ln63//9Xw0YMCDpegUFBXHX//rXv5Jaf/DzJ598ctI9AAAA9GVFE3LkT0+zzpxPZlv7Dl6/taU9AAAAAAAAgH7D1QH9v/71Ly1atEiGYcQm5W+66Sbt2rVLmzZt0tNPPy0psSn6r3/965KsyfsXX3yx+5pOwZYtW/S1r31NTU1NsXv/9m//pnXr1mnw4MEp1Tw4UK+urk5q/bZt245aDwAAoD/yqVXjvHv0zVMM/fd5WdKnO6SG2tSKFRRz3jwAAAAAAADQz7j6DPrbb79d4XBYkhXCP/7445o7d25KtaZNmxb7vG/fPr3//vsaN26cLX12RU1NjYqKivTpp5/G7p1yyil6/vnnNWTIkJTrnnbaaXHXmzZtUltbm7zexP4v/+tf/3rUegAAAP3F6kVTdfzAdg194Wb5339enmhI+kDSgykW9PqtcH7mCjvbBAAAAAAAANALuDagb21t1dNPPx2bjv/Wt76VcjgvWVu+Dxw4UC0tLZKsCXGnA/odO3bovPPO0yeffBK7N3bsWFVWVnb5zPeTTz5ZJ554ot577z1J0v79+/Xqq69q+vTpx1y7f/9+vfbaa7FrwzB04YUXdqkfAACA3mpkwK/RL5ZI76ZwTNLCCimQG38vI4fJeQAAAAAAAKCfcu0W96+++qr2798fO2O+tLS0S/U8Ho9ycw/84ejOnTu7VK+rdu3apa985StxfYwaNUovvviiRo0aZcs7Lr744rjrRx55JKF1f/jDH+K2258yZUrcPzsAAIB+pS0k1axLbW0gV8rKj/8hnAcAAAAAAAD6LdcG9B988EHs86hRo3TiiSd2ueZxxx0X+9zQ0NDleqnat2+fioqKYtPtkpSdna3KykqNHTvWtvdcddVVsR0IJOn3v//9IWfLHywUCumee+6Ju3f11Vfb1hMAAEBvk9ZcZ4X0yfL6rWl5AAAAAAAAAPg/rg3o6+rqJFnbqx9//PG2129vb7e9ZiIaGxv11a9+VVu3bo3dO+644/TnP/9Zp5xyiq3vmjRpkmbPnh27bm1t1fz584/4lxNM09SNN96od999N3Zv3Lhxuuqqq2ztCwAAoF8oKGZaHgAAAAAAAEAc155BP2DAgNjn1tZWW2ru27cv9nnYsGG21EzWxRdfrE2bNsXdu/nmm7Vnzx698MILSdUqLCxUVlbWUZ/5yU9+oj/+8Y9qbm6WJG3atEnTp0/X8uXLdc4558See+edd/SDH/xAa9asiVt/zz33KD09Pam+AAAAulsoElVdY9i2ersbDkzI+9SqbKM+dp3WNCi5Yl6/Fc7PXGFXewAAAAAAAAD6CNcG9CNGjJBkTXV//PHHXa5XX1+vHTt2xLZ8z87O7nLNVGzYsOGQe7fffntKtV566aW4kP1wTjrpJD3yyCOaO3euTNOUJFVVVWnGjBnKzs7WmDFj9Mknn2jnzp2x7zt897vf1WWXXZZSbwAAAN2hpTWq0rIqVVYHFW6zd0ckv8Jamv6Qijyb5TciB74oO8qihRXWOfOdZeQwOQ8AAAAAAADgsFwb0Hc+c37v3r2qqalRQUFByvWef/752Lb2hmHojDPO6HKPvcXll18u0zR19dVXq6WlJXa/rq4udpTAwW655Rbdd999PdUiAABAQkrLqrR2y65uqb00/SFdlPa35BYFcqWs/G7pBwAAAAAAAEDf49oz6M844wxlZWXFJt5//etfd6nez372s9jn8ePHKzc39yhP9z1XXHGF3nrrLc2dO/eoW9ZPnz5dGzZs0NKlS2P/7AEAANwgFImqsjrYLbV9alWRZ3O31AYAAAAAAACADq6doPd4PJo5c6Z+97vfSZJWrFihb37zmzr11FOTrvXTn/40du67YRiaN2+ena0m5eBt5HvSuHHj9OSTT+qXv/ylXnnlFb377rtqbGyU3+/XmDFj9KUvfUmjRo1yrD8AAICjqWsM276tfYdsoz5+W/tEeP3WdvYAAAAAAAAAkCDXBvSSdTb7ypUrFYlEFA6H9e///u/64x//qClTpiS0vr29XT/+8Y/105/+VIZhyDRNDRkyRNdff303d+5ugUBAxcXFTrcBAADgCJ9alW3Ux90bqb3JFyoo5qx5AAAAAAAAAElxdUB/wgkn6LbbbtMdd9whwzAUDAY1depUzZs3T9/4xjdUWFgoyZpK7wjgP/vsM23fvl3r16/Xr371K+3YsSM2tW4YhpYtW6ZAIODkrwUAAAAH+BXW0vSHVOTZnPy0fGdevxXOz1xhX3MAAAAAAAAA+gVXB/SSNUX/7rvv6sknn5RhGIpGo3rsscf02GOPxT1nmqbOP//8Q+5JioX33/3udzV//vwe6x0AAAA9Y/WiqRoZOPo0+7DnFmnQu39LvvjCCimQe+A6I4fJeQAAAAAAAAApcX1AL0mPPvqoxowZo3vvvTd2r3P4fvC9Dh3BvGEYuuuuu/TDH/6wZxoGAABAjxoZ8Ctv6KAjPxAJSR88n1rxQK6UlZ/aWgAAAAAAAADoxON0A4nweDxasmSJXnrpJc2YMeOQIL6DYRiHBPbTpk3TSy+9RDgPAADQnzUFpbZQ8uu8fmtiHgAAAAAAAABs0Csm6DtMmzZNL7zwgt566y0999xz2rhxo7Zt26a9e/eqvr5eAwcO1PDhwzV27FjNmDFDX/3qV3XmmWc63TYAAAB6q4JitrMHAAAAAAAAYJteFdB3mDRpkiZNmqTS0lKnWwEAAMARhCJR1TWGbau3uyGJCfhIyJqa79BQm9zLvH4rnJ+5Irl1AAAAAAAAAHAUvTKgBwAAgHu1tEZVWlalyuqgwm3tPfvy1mapvESqWZf4lvYLK6xz5jvLyGFyHgAAAAAAAIDtCOgBAABgq9KyKq3dssuZl5eXSFvXJLcmkCtl5XdPPwAAAAAAAADQicfpBgAAANB3hCJRVVYHj/1gd4iErMl5AAAAAAAAAHAp10/Q19YeOC90yJAhGjx4cNI19u/fr/r6+th1bm7uUZ4GAABAquoawz2+rb3P61F2pk9q2pn4tvYdvH5rO3sAAAAAAAAA6AGunqB//vnnlZeXF/t5++23U6qzbdu2uDovv/yyzZ0CAACgJ/nUqtFGnUYbdZoz3pS/aafUUHvshQcrKOaseQAAAAAAAAA9xtUT9L/+9a9lmqYkacaMGSosLEypzpQpUzRt2rRYMP/www9r+vTptvUJAACAnuFXWEvTH1KRZ7P8RsS6+YGk+5Ms5PVb4fzMFXa3CAAAAAAAAABH5NqAPhKJ6M9//rMMw5AkXXHFFV2qN2/evFhAv27dOpmmGasNAACA7rd60VSNDHRtWn3Yc4s06N2/Jb9wYYUU6HTMUUYOk/MAAAAAAAAAepxrA/qqqio1NTVJkgzD0Fe/+tUu1eu8/tNPP9XWrVs1adKkLtUEAABA4kYG/MobOij1ApGQ9MHzqa0N5EpZ+am/GwAAAAAAAABs4Noz6DufNz98+HCNHj26S/VGjx6t7Ozs2HV1dXWX6gEAAKCHNQWltlDy67x+a2IeAAAAAAAAABzm2gn6uro6Sdb0/PHHH29LzeOPPz5Wd/fu3bbUBAAAQDeIhKxAvrOG2tRqFRSznT0AAAAAAAAAV3BtQN/S0hL77Pfb8weqnevs37/flpoAAACwUWuzVF4i1axLbVq+M6/fCudnrrCnNwAAAAAAAADoItcG9FlZWbHPe/bssaVm5zoZGRm21AQAAOjNQpGo6hrDttXb3dDFUL28RNq6Jvl1Cyusc+Y7y8hhch4AAAAAAACAq7g2oO84L940Tf3rX/9SQ0ODAoFAyvXq6+u1Y8cOGYYRVx8AAKA/ammNqrSsSpXVQYXb2p1uxxIJWZPzqQjkSln59vYDAAAAAAAAADbzON3AkXz+85+XZJ1BH41GtXbt2i7V++Mf/6hoNCrTNCVJJ598cpd7BAAA6K1Ky6q0dssu94TzknXmfCrb2nv91rQ8AAAAAAAAALicawP6goICjR49WpI1RX/nnXeqra0tpVqRSER33313bHp+xIgROu2002zrFQAAoDcJRaKqrA463YZ9CorZyh4AAAAAAABAr+DagF6S5syZI9M0ZRiGtm/frvnz56dUZ/78+Xr33XdjtWbPnm1zpwAAAL1HXWO4xyfnfV6PsjN98TcjIenTHQd+GmqTK+r1SxMvlWausK9RAAAAAAAAAOhGrj2DXpK+973v6Ve/+pWam5tlmqZ+//vfKxgM6pFHHlF+/rHPGP3www919dVXa8OGDTIMQ6ZpauDAgbrtttt6oHsAAAB0KJqQI396mnXR2iyVl1jnzSe6pf3CCuuc+c4ycpicBwAAAAAAANCruDqgHz58uO6991595zvfiQXs69ev1/jx43XhhRequLhYU6ZM0YgRI5SRkaGmpiZ98skn+sc//qF169Zp7dq1cefOG4ahe+65Rzk5nFEKAADQE3xej4om5GjprMkHbpaXSFvXJFcokCtlHfsvaAIAAAAAAACAm7k6oJek6667TtXV1XrwwQdjZ8i3tbWpvLxc5eXlR13bsaV9R7j/3e9+V9/5znd6om0AAIBeafWiqRoZsG8qPTvTd2ByXrK2ta9ZZ1t9AAAAAAAAAOhNXB/QS9IDDzygsWPH6gc/+IHa2tpiQX3HZPzhdA7m09PTdd999+mGG27oqZYBAAB6pZEBv/KGDuq+FzQFE9/WvoPXb3b2IKEAACAASURBVG1nDwAAAAAAAAC9nMfpBhK1ePFibdq0SbNmzYoF7x06wviO4F6ywnuPx6PLL79cmzdvJpwHAADoaZGQ9OmO+J+G2uTrFBRz1jwAAAAAAACAPqFXTNB3mDx5sp566il9/PHHeuGFF7Rx40a999572rdvnxobG5WZmamhQ4dq/PjxmjZtms477zwdf/zxTrcNAADQv7Q2W+fM16xLflq+M6/fCudnrrCvNwAAAAAAAABwUK8K6DuMGjVK8+fP1/z5851uBQAAAAcrL5G2rkl+3cIKKZB74Dojh8l5AAAAAAAAAH1KrwzoAQAAcEAoElVdYzjh53c3dGGq/VgiIWtyPhWBXCkr395+AAAAAAAAAMBFXBvQP/fcc/rxj38cu7733ns1Y8YMBzsCAABwl5bWqErLqlRZHVS4rd3pdixNwdS2tff6rYl5AAAAAAAAAOjDXBvQv/XWW/rHP/4hSRo4cKCmTp3qcEcAAADuUlpWpbVbdjndhj0KitnOHgAAAAAAAECf59qA3jCM2P+OGTNGfj9/YAsAANAhFImqsjrodBvWlvZNnfpoqE1uvddvhfMzV9jbFwAAAAAAAAC4kGsD+tzc3NjnzMxMBzsBAABwn7rGsO3b2vu8HmVn+hJ7uLVZKi+xzptPdEv7hRXWOfOdZeQwOQ8AAAAAAACg33BtQJ+fnx/7vHv3bgc7AQAA6B+KJuTIn56W2MPlJdLWNcm9IJArZeUf+zkAAAAAAAAA6KM8TjdwJFOnTtWIESNkmqY+/vhjffDBB063BAAA0Cf5vB5deOrxWjprcmILIiFrch4AAAAAAAAAkBTXTtB7PB5deeWVWrZsmSTp/vvv1/Llyx3uCgAAwP1WL5qqkYHEt43PzvQlPjkvWWfOJ7qtfQev39rOHgAAAAAAAAD6MdcG9JL0wx/+UKtWrdLu3bv14IMP6itf+Youuugip9sCAABwtZEBv/KGDnK6jXgFxZw1DwAAAAAAAKDfc+0W95I0dOhQrV27VsOHD1dbW5suu+wy3XHHHWpubna6NQAAACTC65cmXirNXOF0JwAAAAAAAADgOFdP0L/66quSpOXLl2vx4sUKBoO6++67tWzZMl100UU688wzNXbsWAUCAaWnpydV+6yzzuqOlgEAAPq3hRVSIPfAdUYOk/MAAAAAAAAA8H9cHdB/+ctflmEYsWvDMGSaphobG7Vq1SqtWrUqpbqGYaitrc2uNgEAANAhkCtl5TvdBQAAAAAAAAC4kqsD+g6macaC+s6BvWmaTrUEAACQlFAkqrrGsG31djeEbKsFAAAAAAAAAOgZrg/oO0J4wngAANAbtbRGVVpWpcrqoMJt7U63AwAAAAAAAABwkKsD+h/+8IdOtwAAANAlpWVVWrtll9NtpC4SkpqC8fcaap3pBQAAAAAAAAB6OVcH9HfffbfTLQAAAKQsFImqsjp47AfdqLVZKi+RatZJbWynDwAAAAAAAAB2cHVADwAA0JvVNYZ7fFt7n9ej7Exf1wuVl0hb13S9DgAAAAAAAAAgxuN0AwAAALBP0YQc+dPTulYkErIm5wEAAAAAAAAAtmKCHgAAoA/weT0qmpCjpbMmd71YUzC1be29fikjp+vvBwAAAAAAAIA+ioAeAADAAasXTdXIgN+2etmZviNPzkdCVuieqIba1JooKJbS7fudAAAAAAAAAKCv6bUB/ZYtW7Rt2zbt27dP9fX1am9v17x58zRmzBinWwMAADimkQG/8oYO6t6XtDZbZ8nXrEttIj5RXr8Vzs9c0X3vAAAAAAAAAIA+oFcF9G+99ZZ+/vOf65lnnlF9ff0h33/xi188bED/3//933rnnXckSWPGjNGPfvSjbu8VAADAceUl0tY19tZcWCEFcuPvZeQwOQ8AAAAAAAAACegVAX0kEtEtt9yiBx54QJJkmuYhzxiGccT1w4cP16233irDMGQYhr75zW8yaQ8AAPq2SMianLdbIFfKyre/LgAAAAAAAAD0A64P6FtaWlRUVKTXXntNpmkeEsQbhnHYwL6zK6+8Urfeeqv27NkjSXriiSd02223dVvPAACgbwpFoqprDCf8/O6GbtxW/liagvZva+/1W9PyAAAAAAAAAICUuD6gv/LKK/Xqq6/GgnnDMHThhRfq/PPPV15eni655JJj1khPT9cll1yihx9+WJJUUVFBQA8AABLW0hpVaVmVKquDCre1O92OcwqK2coeAAAAAAAAALrA1QH9n/70Jz3zzDOxcP7EE09UWVmZJk+eHPfc0ba373DxxRfr4Ycflmmaev3119XS0qKBAwd2S98AAKBvKS2r0totu5xu48giIWtivrOGWvvqe/1WOD9zhX01AQAAAAAAAKAfcnVAf/fdd0uyzpzPycnRhg0bNGrUqJRqnXHGGbHPbW1t2rZtm04//XRb+gQAAH1XKBJVZXXw2A86obVZKi+xzppPZjv7hRXWWfKJyshhch4AAAAAAAAAbODagD4YDGrTpk2x6fi77ror5XBeknJycpSdna26ujpJUk1NDQE9AAA4prrGsO3b2vu8HmVn+rpeqLxE2rom+XWBXCkrv+vvBwAAAAAAAAAkxeN0A0fy17/+VaZpyjRNeb1ezZ07t8s1hw8fHvu8Z8+eLtcDAABIRdGEHPnT07pWJBKyJucBAAAAAAAAAL2GqyfoJet8+ZNOOkmDBw/ucs1AIBD73NTU1OV6AAAAyfB5PSqakKOlsyZ3vVhTMLlt7Tt4/daW9QAAAAAAAACAHufagP6zzz6Lfe4crHdFc3Nz7LPfzzmqAACga1YvmqqRgcT/nSI705f65HwkZIXyHRpqU6tTUMx58gAAAAAAAADgENcG9FlZWbHPDQ0NttTctWtX7HPn7e4BAABSMTLgV97QQd37ktZm66z5mnWpTcx38PqtcH7mCvt6AwAAAAAAAAAkxbUB/YgRIyRJpmnq/fffVyQSUXp6esr1tm/fHnfufF5eXpd7BAAA6HblJdLWNcmtWVghBXLj72XkMDkPAAAAAAAAAA7zON3AkUyZMiX2ubW1VevXr+9SvZUrV8Y+DxgwQF/84he7VA8AAKDbRULW5HyyArlSVn78D+E8AAAAAAAAADjOtQH9mDFjdMopp8gwDEnSfffdl3KtYDCoX/ziFzIMQ4Zh6Etf+hJn0AMAAPdrCia/rb3Xb03LAwAAAAAAAABcx7Vb3EvSf/7nf2rx4sWSpA0bNujee+/V9773vaRqNDU16bLLLtO+ffskSYZh6IYbbrC9VwAA0HNCkajqGsM98q7dDV049z0ZkZAVyHfWUJt8nYJipuUBAAAAAAAAwKVcHdCXlJTo/vvv10cffSTTNHXbbbeptrZWS5YsUUZGxjHXv/jii7rhhhu0bdu22CR+YWGhLrroou5uHQAAdIOW1qhKy6pUWR1UuK3d6Xbs0dpsnTNfsy75afnOvH4rnJ+5wr7eAAAAAAAAAAC2cnVAP2DAAK1atUpf+cpXFA6HZZqmHnjgAf3ud7/TzJkzVVhYKEkyTVOGYaiiokJbtmzR9u3btX79etXU1MS+M01TWVlZWrVqlcO/FQAASFVpWZXWbtnldBv2Ki+Rtq5Jft3CCuus+Q4ZOUzOAwAAAAAAAIDLuTqgl6SpU6dq5cqVmjt3rsJhayvbxsZGPfnkk3ryySdjz5mmqZ/97Gdx15Ji4XxmZqZWr16tE088sWd/AQAAYItQJKrK6uCxH+xNIiFrcj4VgVwpK9/efgAAAAAAAAAA3crjdAOJuOSSS/T666+roKAgNhHfwTCM2I9pmnHBfMe9k08+Wa+//rrOPfdcp34FAADQRXWNYVdta+/zepSd6etakaZgatvae/3WxDwAAAAAAAAAoFfpFQG9JH3+85/Xli1b9Nhjj+n000+PhfGdfzp0XBcUFOiRRx7Rm2++qZNPPtnB7gEAQF9TNCFH/vQ0Z15eUMx29gAAAAAAAADQC7l+i/vOvF6v5s2bp3nz5qmurk4bN27Utm3btHfvXn322WcaNGiQhg8frrFjx2rGjBkaM2aM0y0DAIA+xuf1qGhCjpbOmnzol5GQNRWfqIba5F7u9Vvh/MwVya0DAAAAAAAAALhCrwroO8vOztall17qdBsAAMAFVi+aqpGBnpkoz870HTo539oslZdY58mnsmX94SyssM6Z7ywjh8l5AAAAAAAAAOjFem1ADwAA0GFkwK+8oYOca6C8RNq6xt6agVwpK9/emgAAAAAAAAAAR/WaM+gBAABcKRKyJucBAAAAAAAAADgG103QV1dX689//rPefPNN7dmzR21tbRo2bJjGjh2rc889V1/+8peVlpZ27EIAAAA9oSlo37b2Hbx+azt7AAAAAAAAAECf4pqA/q233tLixYv1wgsvHPGZn/zkJxo7dqyWLFmiOXPm9GB3AACg34iErNA9UQ219vdQUMxZ8wAAAAAAAADQB7kioK+oqNDs2bO1f/9+maYZu28YhiTF3Xv//fc1d+5cbd68Wffdd1+P9woAAOwRikRV1xhO+PndDTZPqR+stdk6S75mnf0T8Yny+q1wfuYKZ94PAAAAAAAAAOhWjgf027dv16xZs9Tc3CwpPpQ/XFjf8d3PfvYznXTSSbrmmmt6tmEAANAlLa1RlZZVqbI6qHBbu9PtHFBeIm1dY2/NhRVSIDfx5zNymJwHAAAAAAAAgD7M8YD+29/+tpqbm+OCeY/Ho9NOO03jxo1Tenq6amtrtWnTJrW0tMgwDBmGIdM0dcstt2jWrFkaOnSow78FAABIVGlZldZu2eV0G/EiIWty3m6BXCkr3/66AAAAAAAAAIBeyePky7dt26YXX3wxFribpqkrr7xSO3bs0ObNm7V69WqtXLlSGzZs0J49e/Rf//Vf8noP/J2C/fv369FHH3XwNwAAAMkIRaKqrE7ifPee0hS0f1t7r9+aiAcAAAAAAAAA4P84GtCvXr069tkwDN144416/PHHNWrUqEOeHThwoL73ve+prKws9rwkPf300z3TLAAA6LK6xrDt29r7vB5lZ/psrWmLgmK2qwcAAAAAAAAAxHE0oN+0aZMka1v7UaNG6b777jvmmosuukhz5syJTdz/v//3/9Te7qLzawEAQI8qmpAjf3qa020c4PVLEy+VZq5wuhMAAAAAAAAAgMs4egb9tm3bJFnT8Jdffnnc9vVHs2DBAv3+97+XJIVCIX344YcaN25ct/UJAADcx+f1qGhCjpbOmty9L1pYYZ0ln6iMHCbnAQAAAAAAAACH5WhA/+mnn8Y+n3766QmvKywsjLv+7LPPbOsJAAA4Y/WiqRoZSDzYzs709czkfCBXysrv/vcAAAAAAAAAAPo8RwP6+vr62Fnyw4YNS3hdVlaWpAPn0Dc2NtrfHAAA6FEjA37lDR3kdBsAAAAAAAAAAHQbR8+g73x2fFpa4hNwHk9829Fo1LaeAAAAAAAAAAAAAADoDo5O0AMAANguEpKagsmtaajtnl4AAAAAAAAAAOiEgB4AAPQNrc1SeYlUs05qCzndDQAAAAAAAAAAhyCgBwAAKQtFoqprDCf8/O6GbgzOy0ukrWu6rz4AAAAAAAAAAF3kmoC+qqpKXm9q7aSydvr06Sm9CwAASC2tUZWWVamyOqhwW7vT7Vjb2tesc7oLAAAAAAAAAACOyhUBvWmauuWWW1JaJynptYZhqK2tLen3AQAAS2lZldZu2eV0Gwc0BbtnW3uvX8rIsb8uAAAAAAAAAKBfckVAbxhGLGxPZk2HZNcCAIDUhSJRVVYHnW6jZxQUS+l+p7sAAAAAAAAAAPQRrgjopfjAvTvXEuYDANA1dY1h27e193k9ys70Jb4gErKm5js01Nraj7x+K5yfucLeugAAAAAAAACAfs3RgH7MmDFdCuYBAEDfUDQhR/70tGM/2NoslZdY580nuqX9wgopkJtcQxk5TM4DAAAAAAAAAGznaED/4YcfOvl6AADgMJ/Xo6IJOVo6a3JiC8pLpK1rkntJIFfKyk++OQAAAAAAAAAAbOaaLe4BAEDvt3rRVI0MJD55np3pS2xyXrK2ta9Zl2JnAAAAAAAAAAA4j4AeAADYZmTAr7yhg7qneFMw8W3tO3j91nb1AAAAAAAAAAC4AAE9AABwn0jICuQ7a6hNvk5BMWfJAwAAAAAAAABcg4AeAAC4R2uzdc58zbrkp+U78/qtcH7mCvt6AwAAAAAAAACgiwjoAQDAEYUiUdU1huPu7W7oQnB+LOUl0tY1ya9bWCEFcg9cZ+QwOQ8AAAAAAAAAcB0CegAAcIiW1qhKy6pUWR1UuK29Z14aCVmT86kI5EpZ+fb2AwAAAAAAAACAzQjoAQDAIUrLqrR2y66efWlTMLVt7b1+a2IeAAAAAAAAAACX8zjdAAAAcJdQJKrK6qDTbSSuoJjt7AEAAAAAAAAAvQIT9AAAIE5dYzilbe19Xo+yM32JL4iErKn5Dg21yb3Q67fC+ZkrklsHAAAAAAAAAIBDCOgBAIAtiibkyJ+eduwHW5ul8hLrvPlEt7RfWGGdM99ZRg6T8wAAAAAAAACAXoWAHgAAdInP61HRhBwtnTU5sQXlJdLWNcm9JJArZeUn3xwAAAAAAAAAAC5CQA8AABK2etFUjQzET61nZ/oSm5yXrG3ta9Z1Q2cAAAAAAAAAALgfAT0AAEjYyIBfeUMHpV6gKZj4tvYdvH5rO3sAAAAAAAAAAHo5AnoAAJC6SMgK3RPVUJv8OwqKOWseAAAAAAAAANAnENADAIDktTZbZ8nXrEt+Ij5RXr8Vzs9c0T31AQAAAAAAAADoYQT0AAAgeeUl0tY19tZcWCEFcg9cZ+QwOQ8AAAAAAAAA6FMI6AEA6ONCkajqGsMJP7+74RgT8ZGQNTlvt0CulJVvf10AAAAAAAAAAFyCgB4AgD6qpTWq0rIqVVYHFW5rt69wU9D+be29fmtiHgAAAAAAAACAPoyAHgCAPqq0rEprt+zqUg2fWpVt1Meu0xo+kox9XW3tUAXFbGcPAAAAAAAAAOjzCOgBAOiDQpGoKquDKa/3K6yl6Q+pyLNZfiNy4Ivfdb23OF6/Fc7PXGFzYQAAAAAAAAAA3IeAHgCAPqiuMdylbe2Xpj+ki9L+lvzChRXWWfKJyshhch4AAAAAAAAA0G8Q0AMAgDg+tarIszm1xYFcKSvf3oYAAAAAAAAAAOgjPE43AAAA3CXbqI/f1j5RXr81EQ8AAAAAAAAAAA6LCXoAAPqZ1YumamTgyNvKpzV8lNpZ8wXFbFcPAAAAAAAAAMBRENADANDPjAz4lTd0kHURCUlNwfgHjH3JFfT6rXB+5gp7GgQAAAAAAAAAoI8ioAcAoD9qbZbKS6SadVJbKPF1Cyusc+Y7y8hhch4AAPx/9u49SuryzBP40ze6wKalUWjSiu0tQUkyIRo1mo030pkJhkFNoiYzERmzc4zsnmRmQrJz2VE2mc2ZkGwuLkbGXDSbHEftJXBWDQ5GvBIlMorGJihRBATa5tZ0A9U3av/osaWAhqru6qq+fD7ncE7eX72Xp0wVVPW33/cHAAAAZEBADwAj0dK5ES8vzn5cZU1EVW3u6wEAAAAAgBGguNAFAAB51pns3jkPAAAAAADklR30ADAIJDu6oqmlLWfzbdvT+7H1JfuasjvW/m2lie7j7AEAAAAAgD4R0ANAAe1v74p59WtieUNjtHUe6NMc5dEeE4qaD7t+ctGR+5e0junTOjFlhnvNAwAAAABAPwjoAaCA5tWviQde3NqnsYloiwVli6KueHUkijoyH1if5UKlie5wftbCLAcCAAAAAAAHE9ADQIEkO7pieUNjn8cvKFsUM0ueyWFFETFnWURlTfq1imo75wEAAAAAIAcE9CNMMpmMlStXxu9///vYtWtXjBo1Kk4++eS44IIL4vTTTy90eQAjSlNLW7+Ota8rXp3jiqI7nK+qzf28AAAAAACAgL7Q3nzzzVi1alU8++yzsWrVqnjuueeipaWl5/Ha2trYsGFDv9dpamqK+fPnx1133RV79+49Yp9zzz03/vt//+8xa9asfq8HwMCaUNSc3bH2mShNdO+WBwAAAAAABoSAvgCefvrp+M53vhPPPvtsbNmyZcDXe+yxx+Izn/lMbN++/aj9Vq9eHVdeeWVcf/31ceedd8aoUaMGvDYABpEpMxxlDwAAAAAAA0hAXwC//e1v45e//GVe1nrqqadixowZsX///rTr48aNi9NOOy127doVmzZtiq6urp7Hfvazn0Vra2vU19dHUVFRXuoEIN39N10YkyoPCss7k1Gyr6mnWdI6JqI+R4uVJrrD+VkLczQhAAAAAABwJAL6QaaioiJaW1tzMteuXbvi2muvTQvna2tr4/vf/3786Z/+aU/4vnnz5vjGN74RixYt6um3ePHi+O53vxt//dd/nZNaAMjOpMpETB4/JqJ9X8TSuRHrHoroTGY2eM6y7nvJZ6qi2s55AAAAAADIAwF9AY0dOzbOPffcOO+88+L888+P8847L15//fW47LLLcjL/ggUL0o7QP+200+Kpp56Kmpr00Obkk0+OO+64I0455ZT4+7//+57r/+N//I+YM2dOVFVV5aQeAPpg6dyIlxdnN6ayJqKqdmDqAQAAAAAA+kxAXwAzZ86Mj3/843HWWWdFcXFx2mOvv/56TtZoamqK2267Le3anXfeeVg4f7C//du/jYcffjieeOKJiIhobm6Ob3/72/FP//RPOakJgCx1JLt3zgMAAAAAAMOCgL4AzjjjjAFf41//9V/Tjsq/+OKLY/r06UcdU1RUFLfccktav5/85CfxjW98w73oASIi2dEVTS1tOZtv255jHFnf2pj5sfZvK010H1kPAAAAAAAMOgL6YWrp0qVp7RtvvDGjcZdddlmcdtppPTv5t23bFs8880xceOGFOa8RYKjY394V8+rXxPKGxmjrPDAga5RHe0woau5pl+zZFFG0M/uJpsxwP3kAAAAAABikBPTDUGtra88x9W/7+Mc/ntHYoqKi+NjHPhZ33nlnz7UHHnhAQA+MaPPq18QDL24dkLkT0RYLyhZFXfHqSBR1vPPAXVlOVJroDudnLcxleQAAAAAAQA4J6Iehl19+OTo63gl5TjvttJg0aVLG4z/ykY+kBfQvvPBCTusDGEqSHV2xvKFxwOZfULYoZpY8k/3AOcsiKmveaVdU2zkPAAAAAACDnIB+GFq7dm1ae+rUqVmNP7T/ofMBjCRNLW0Deqx9XfHqvg2urImoqs1tQQAAAAAAwIAqLnQB5N66devS2pMnT85q/KH933jjjUgmk/2uC4B0E4qa04+1z1RponvHPAAAAAAAMKTYQT8MvfXWW2ntk08+Oavx1dXVUVpaGp2dnRERceDAgdixY0ecdNJJOamtqakpqzHr16/v97oAw8qUGY6zBwAAAACAIUhAPwy1tramtY877risxhcVFcXo0aOjpaWl1zn76vbbb4/58+fnZC6AQrv/pgtjUuVBQXlnMkr2Zf5LSCWtYyLqs1iwNNEdzs9amMUgAAAAAABgsBDQD0OHhumJRPa7LAcqoAcYTiZVJmLy+DER7fsils6NWPdQRGeObgkyZ1n3feYPVlFt5zwAAAAAAAxhAvph6ND7xY8aNSrrOcrLy9Pa+/fv71dNAMPa0rkRLy/O7ZyVNRFVtbmdEwAAAAAAKCgB/TB06I759vb2rOdoa2s76px9dfPNN8dnPvOZrMasX78+rrzyypysD5BzHcnunfMAAAAAAADHIKAfhioqKtLah+6oz8ShO+YPnbOvJk6cGBMnTszJXACDQmtj7o61f1tpovs4ewAAAAAAYFgR0A9Dh4bpe/fuzWp8KpUasIAeYKAlO7qiqaXt2B0ztG1PjsP3TEyZ4V7zAAAAAAAwDAnoh6FDd6hv3rw5q/GNjY3R2dnZ0y4uLo4TTzwxJ7UBDJT97V0xr35NLG9ojLbOA4Uup29KE93h/KyFha4EAAAAAAAYAAL6YWjKlClp7Y0bN2Y1/tD+tbW1ObsHPcBAmVe/Jh54cWuhy0g3Z1lEZU3m/Suq7ZwHAAAAAIBhTEA/DJ111llp7YaGhqzGr1279qjzAQw2yY6uWN7QWOgyDldZE1FVW+gqAAAAAACAQaK40AWQe+9973ujrKysp71hw4bYujXzXaVPP/10WnvatGk5qw1gIDS1tOX9WPvy0uKYMLY8r2sCAAAAAABDm4B+GBo7dmxcfPHFadeWL1+e0dhUKhWPPPJI2rWZM2fmrDaA4aJuanUkykoKXQYAAAAAADCECOiHqT/90z9Na//4xz/OaNyKFSvi9ddf72lXV1fHBRdckNPaAIaq8miP00u3x/VnF8W3P1YVseuNiD1bCl0WAAAAAAAwRLgH/TB13XXXxd/93d/F3r17IyLiiSeeiEcffTQuv/zyXsekUqmYP39+2rU5c+ZEcbHf4wCGrvtvujAmVSb6NUdRx74Y/8hfR+K1h6O4KxnxekTcnpv6AAAAAACAkUNAP0xNnDgx/st/+S/xz//8zz3XvvCFL8RTTz0VNTU1RxzzzW9+M5544ome9vHHHx/z5s0b8FoBBtKkykRMHj+mf5PcPzfi1aW5KQgAAAAAABixBPQF8vTTT8f+/fsPu75mzZq0djKZPOye8G+rqamJqVOn9rrGV7/61bj77rtj27ZtERHx+uuvx0UXXRQ/+MEPYubMmVFUVBQREZs3b45vfOMbsWjRorTxf//3fx/jx4/P6nkBDDsdyYh1DxW6CgAAAAAAYBgQ0BfIn/3Zn8Ubb7xxzH6NjY1RV1d3xMdmz54dd911V69jx48fH/fee2/88R//cSSTyYiIeOONN2LWrFkxbty4OO2002L37t2xcePG6OrqShs7a9as+MpXvpL5EwIYrlobIzqT2Y8rTURUVOe+HgAAAAAAYMgS0A9zF198cTz44IPxmc98C6ZEVgAAIABJREFUJnbu3Nlzfffu3fH8888fccznPve5+MlPftKzwx5gWOlIdofumdqzpW/rTJkRUZbo21gAAAAAAGBYEtCPAJdffnk0NDTE/Pnz4+677459+/Ydsd8HP/jB+Id/+Ie4+uqr81whQHaSHV3R1NLW0962J4Md7u37IpbO7T6uvi874jNVmugO52ctHLg1AAAAAACAIUlAXyAbNmzI63rV1dVx++23x3e+851YuXJlrF27Nnbv3h2jRo2Kk046KS644II488wz81oTQLb2t3fFvPo1sbyhMdo6D2Q3eOnciJcX57agOcsiKmvSr1VU2zkPAAAAAAAckYB+hBk9enRMnz49pk+fXuhSALI2r35NPPDi1uwHdiS7d87nWmVNRFVt7ucFAAAAAACGpeJCFwAAmUh2dMXyhizuHX+w1sbcH2tfmujeLQ8AAAAAAJAhAT0AQ0JTS1vWx9qXlxbHhLHlA1PQlBmOsgcAAAAAALLiiHsAhq26qdWRKCvJ7aSlie5wftbC3M4LAAAAAAAMewJ6AIad8tLiqJtaHQs+/YFjd56zrPte8pmqqLZzHgAAAAAA6BMBPQBD3v03XRiTKt8JzSeMLc9853xlTURV7QBVBgAAAAAA8A4BPQBD3qTKREweP6bQZQAAAAAAABxVcaELAAAAAAAAAICRwA56AIac8miPCUXNPe2SPZsiio5yX/g9W/JQFQAAAAAAwNEJ6AEYMhLRFgvKFkVd8epIFHW888BdBSsJAAAAAAAgYwJ6AAZEsqMrmlracjbftj3JWFC2KGaWPJOzOQEAAAAAAPJJQA9ATu1v74p59WtieUNjtHUeyNm85dEea8pX52w+AAAAAACAfBPQA5BT8+rXxAMvbs35vBOKmtOPtc+F0kRERXVu5wQAAAAAAOiFgB6AnEl2dMXyhsZ+z1Me7TGhqDnt2qTY0e95DzNlRkRZIvfzAgAAAAAAHIGAHoCcaWpp69ex9oloiwVli6KueHXud8sfrDTRHc7PWjhwawAAAAAAABxCQA/AoLGgbFHMLHkm+4FzlkVU1mTev6LaznkAAAAAACDvBPQADArl0R51xav7NriyJqKqNrcFAQAAAAAA5JiAHoC8uP+mC2NSZe+71kv2bIrEXX041r400b0jHgAAAAAAYJAT0AOQF5MqEzF5/JjeOxT18cj5KTMcVw8AAAAAAAwJAnoACqMjGdHa+E57z5bsxpcmusP5WQtzWxcAAAAAAMAAEdADkF/t+yKWzo1Y91BEZzKzMXOWdd9n/mAV1XbOAwAAAAAAQ4qAHoBeJTu6oqmlLeP+2/ZkELgvnRvx8uLsCqmsiaiqzW4MAAAAAADAICOgB+Aw+9u7Yl79mlje0BhtnQdyN3FHsnvnPAAAAAAAwAgkoAfgMPPq18QDL27N/cStjZkfa/+20kT3cfYAAAAAAABDnIAegDTJjq5Y3tDY73nKoz0mFDX3tEv2bIoo2pn9RFNmuNc8AAAAAAAwLAjoAUjT1NLWr2PtE9EWC8oWRV3x6kgUdbzzwF1ZTlSa6A7nZy3scy0AAAAAAACDiYAegJxaULYoZpY8k/3AOcsiKmveaVdU2zkPAAAAAAAMKwJ6AHKmPNqjrnh13wZX1kRU1ea2IAAAAAAAgEFEQA9Axu6/6cKYVNn7rvaSPZsicVdHr4/3qjTRvWMeAAAAAABgGBPQA5CxSZWJmDx+TO8divp4JP2UGY6zBwAAAAAAhj0BPQC9Ko/2mFDU3NMu2bPp6CH8ni3ZLVCa6A7nZy3sY4UAAAAAAABDh4AegMMkoi0WlC2KuuLVkSg66Mj6u/ox6Zxl3feZP1hFtZ3zAAAAAADAiCGgB+AwC8oWxcySZ3I7aWVNRFVtbucEAAAAAAAYQgT0AMNcsqMrmlraMu7fuLM56opXD2BFAAAAAAAAI5OAHmCY2t/eFfPq18TyhsZo6zyQ8biTi5riqfKOY3fMRmmi+zh7AAAAAACAEUxADzBMzatfEw+8uPWofcqjPSYUNaddmxQ7cl/MlBnuNQ8AAAAAAIx4AnqAYSjZ0RXLGxp7fTwRbbGgbFHUFa+ORFGOd8sfrDTRHc7PWjhwawAAAAAAAAwRAnqAYaippe2ox9ovKFsUM0ueyXretusfivKqkzMfUFFt5zwAAAAAAMB/ENADjDDl0R51xav7Nrbq5Iiq2hxXBAAAAAAAMDIUF7oAAPJrQlFzn461T5UmunfEAwAAAAAA0CcCeoARZuHnzunTuKIpMxxXDwAAAAAA0A+OuAcY5sqjPSYUNfe0JxWNyW6C0kTElBkRsxbmuDIAAAAAAICRRUAPMEwloi0WlC2KuuLV6Ufa1x9l0JxlEZU16dcqqu2cBwAAAAAAyAEBPcAwtaBsUcwseSa7QZU1EVW1A1MQAAAAAADACOce9ADDUWcy6opXF7oKAAAAAAAADmIHPUAeJDu6oqmlLW/r7WzcHJMPPtY+E6WJ7uPsAQAAAAAAGBACeoABtL+9K+bVr4nlDY3R1nlgQNYoj/aYUNScdm1S7Ij68iwnmjLDveYBAAAAAAAGkIAeYADNq18TD7y4dUDmTkRbLChbFHXFqyOR7W75g5UmusP5WQtzVxwAAAAAAACHEdADDJBkR1csb2gcsPkXlC2KmSXPZD2u8dNLovqk09+5UFFt5zwAAAAAAEAeCOgBBkhTS9uAHmtfV7y6T2PHVZ8aUVWb24IAAAAAAAA4puJCFwBA9iYUNffpWPv2olFRPu5dA1ARAAAAAAAAxyKgBxhBis+6wnH2AAAAAAAABeKIe4ACuP+mC2NS5UFBeWcySvY1ZTy+pHVMRH3m66VKE1E0ZUaUzlqYRZUAAAAAAADkkoAeoAAmVSZi8vgxEe37IpbOjVj3UERnMjeTz1kWUVmTdqmootrOeQAAAAAAgAIT0AMU0tK5ES8vzu2clTURVbW5nRMAAAAAAIB+cw96gELpSHbvnAcAAAAAAGBEENADFEprY+6OtX9baSKiojq3cwIAAAAAAJATjrgHRpRkR1c0tbTlZa1te94J38ujPSYUNfe0S/ZsiijamftFp8xwr3kAAAAAAIBBSkAPjAj727tiXv2aWN7QGG2dB/K2biLaYkHZoqgrXh2Joo53HrgrxwuVJrrD+VkLczwxAAAAAAAAuSKgB0aEefVr4oEXt+Z93QVli2JmyTPZD5yzLKKyJvP+FdV2zgMAAAAAAAxyAnpg2Et2dMXyhsa8r1se7VFXvLpvgytrIqpqc1sQAAAAAAAABVVc6AIABlpTS1tej7V/24Si5vRj7TNVmujeEQ8AAAAAAMCwYgc9QIbKoz0mFDVn3H9S7OjbQlNmOK4eAAAAAABgGBLQAxxDItpiQdmiqCte3bcd8ZkqTXSH87MWDtwaAAAAAAAAFIyAHhjR7r/pwphUefTd6if86qYY8+ozuV14zrLu+8wfrKLaznkAAAAAAIBhTEAPjGiTKhMxefyY3jt0JCNefzj3C1fWRFTV5n5eAAAAAAAABq3iQhcAMKi1NkZ0JnM7Z2mie7c8AAAAAAAAI4qAHiDfpsxwlD0AAAAAAMAI5Ih7YMhJdnRFU0tbxv237clwB3xHsnvH/MH2bMmismMoTXSH87MW5m5OAAAAAAAAhgwBPTBk7G/vinn1a2J5Q2O0dR7I3cTt+yKWzo1Y91B2x9nPWdZ9L/lMVVTbOQ8AAAAAADCCCeiBIWNe/Zp44MWtuZ946dyIlxdnP66yJqKqNvf1AAAAAAAAMCy5Bz0wJCQ7umJ5Q+OxO2arM9m9cx4AAAAAAAAGmIAeGBKaWtpye6x9RJSXFsfEoubsjrV/W2mi+8h6AAAAAAAAyJAj7oERpTzaY0JRc0REXP7uiVG+b1vfJpoyw/3kAQAAAAAAyIqAHhgREtEWC8oWRV3x6kgUdXRffP0//mSjNNEdzs9amOsSAQAAAAAAGOYE9MCQd/9NF8akyqPvZj/hVzfFmFefyW7iOcsiKmvSr1VU2zkPAAAAAABAnwjogSFvUmUiJo8f03uHjmTE6w9nP3FlTURVbd8LAwAAAAAAgIMUF7oAgAHX2hjRmcxuTGmie7c8AAAAAAAA5IiAHuBIpsxwlD0AAAAAAAA55Yh7YHjpSHbvmD/Yni2Zjy9NdIfzsxbmti4AAAAAAABGPAE9UBDJjq5oamnLuP+2Pcc4or59X8TSuRHrHsruOPs5y7rvNf+2imo75wEAAAAAABgQAnogr/a3d8W8+jWxvKEx2joP5G7ipXMjXl6c/bjKmoiq2tzVAQAAAAAAAL0Q0AN5Na9+TTzw4tbcTtqZ7N45DwAAAAAAAINYcaELAEaOZEdXLG9oPHbHLJXsa8ruWPu3lSa6j7QHAAAAAACAPBDQA3nT1NKW22PtI6K8tDhOOG5U3wZPmeF+8wAAAAAAAOSNI+6BIa1uanWUl2b5u0alie5wftbCgSkKAAAAAAAAjkBADwxJ5aXFUTe1OhZ8+gMRezf33nHOsojKmvRrFdV2zgMAAAAAAJB3AnpgULj/pgtjUmXmofmEseWRKCvpbuw9SsfKmoiq2v4VBwAAAAAAADkgoAcGhUmViZg8fkyhywAAAAAAAIABk+WNmwEAAAAAAACAvrCDHhh6OpIRrY3vtPdsKVwtAAAAAAAAkCEBPTB0tO+LWDo3Yt1DEZ3JQlcDAAAAAAAAWRHQA71KdnRFU0tbzubbtqefofrSuREvL85NMQAAAAAAAJBnAnrgMPvbu2Je/ZpY3tAYbZ0HCl1Ot45k9855AAAAAAAAGKIE9MBh5tWviQde3FroMtK1NmZ/rH1pIqKiemDqAQAAAAAAgCwJ6IE0yY6uWN7QWNgiOpLdgfzB9mzJfp4pMyLKErmpCQAAAAAAAPpJQA+kaWppy/ux9uWlxTFhbHlE+77u+8yveyj73fIHK010h/OzFuauSAAAAAAAAOgnAT1QcHVTqyNRVhJx/9yIlxdnP8GcZRGVNe+0K6rtnAcAAAAAAGDQEdADBVNeWhx1U6tjwac/0H2s/bqH+jZRZU1EVW1uiwMAAAAAAIAcE9ADGbv/pgtjUmXudqZPGFvevXM+ImLX5r4da1+a6N4xDwAAAAAAAIOcgB7I2KTKREweP6bQZaSbMsNx9gAAAAAAAAwJAnpgYHQkI1obM++/Z0t285cmusP5WQuzGwcAAAAAAAAFIqAHcqt9X8TSud33k+/LkfVHMmdZ933mD1ZRbec8AAAAAAAAQ4qAHsitpXMjXl6c2zkrayKqanM7JwAAAAAAAOSZgB5GsGRHVzS1tKVd27anH7veO5LdO+cBAAAAAACAwwjoYQTa394V8+rXxPKGxmjrPJC7iVsbc3es/dtKE93H2QMAAAAAAMAQJ6CHEWhe/Zp44MWt/ZukI9kdyB9sz5b+zXkkU2a41zwAAAAAAADDgoAeRphkR1csb2g8dsfetO/rvs/8uodyv1v+YKWJ7nB+1sKBWwMAAAAAAADySEAPI0xTS1ufjrUvLy2OCWPLI5Z8IeLlxdkvPGdZRGVN5v0rqu2cBwAAAAAAYFgR0AMZqZtaHYno6N453xeVNRFVtbktCgAAAAAAAIYQAT1wVOWlxVE3tToWfPoDEa2b+3asfWmie0c8AAAAAAAAjGACehjByqM9JhQ197QXfu6c7mPsD3LCcaOivLQ4Yu/miD1b+rbQlBmOqwcAAAAAAGDEE9DDCJSItlhQtijqildHoqjjnQf+b44XKk10h/OzFuZ4YgAAAAAAABh6BPQwAi0oWxQzS57J7aRzlnXfZ/5gFdV2zgMAAAAAAMB/ENDDSNOZjLri1bmft7Imoqo29/MCAAAAAADAMCGghyEu2dEVTS1tGfff2bg5Jh98rH0ulCa6d8sDAAAAAAAAvRLQwxC1v70r5tWvieUNjdHWeSDjcScXNcVT5TkuZsoMR9kDAAAAAADAMQjoYYiaV78mHnhxa2GLKE10h/OzFha2DgAAAAAAABgCBPQwBCU7umJ5Q2PO52389JKoPun0zAdUVNs5DwAAAAAAABkS0MMQ1NTSltWx9pkaV31qRFVtzucFAAAAAAAAIooLXQAweJSX+isBAAAAAAAABoo0DgAAAAAAAADywBH3MMSVR3tMKGruaS/83DkxYWx5r/1LWsdE1OejMgAAAAAAAOBgAnoYohLRFgvKFkVd8epIFHW888D/LVxNAAAAAAAAQO8E9DBELShbFDNLnil0GQAAAAAAAECG3IMehqLOZNQVry50FQAAAAAAAEAWBPQwBJXsa0o/1j4XShMRFdW5nRMAAAAAAADo4Yh7GIQ6uw7E1uZkr4/vbGmLmlwvOmVGRFki17MCAAAAAAAA/0FAP0L94Q9/iFWrVsXmzZujvb09qqqq4qyzzoqLLrooEgkhbaFt3dUan/3O4l4fnxQ7or48R4uVJrrD+VkLczQhAAAAAAAAcCQC+hFmyZIl8fWvfz3+/d///YiPV1RUxA033BC33HJLnHjiiXmujreVtG6Np8q/1KexjZ9eEtUnnZ75gIpqO+cBAAAAAAAgDwT0I0RbW1vceOON8Ytf/OKo/VpbW+N//+//Hffee2/U19fHxRdfnKcKyZWuipqIqtpClwEAAAAAAAAcorjQBTDwDhw4ENdee+1h4XxJSUmcdtppMW3atDj++OPTHmtqaopPfOIT8Zvf/CafpZIDJxw3qtAlAAAAAAAAAEcgoB8BFixYEEuXLk27dtNNN8XGjRvjtddei+effz527twZixcvjlNOOaWnz759++Kaa66J5ubmfJdMH7UXjYryce8qdBkAAAAAAADAEQjoh7kdO3bEP/3TP6Vd++Y3vxk//OEPo6ampudacXFxXHXVVbFy5co49dRTe65v3rw5/tf/+l/5Kpd+Kj7rCveTBwAAAAAAgEFKQD/Mfetb34qWlpae9sUXXxxf+9rXeu1/0kknxY9+9KO0a9/97ndjx44dA1Yjh5s4tjyr/qnSRMR7r47Sq24foIoAAAAAAACA/iotdAEMnAMHDsRPf/rTtGu33nprFBUVHXXc9OnT46Mf/Wg8+eSTERHR0tIS9913X3zxi18csFpJVzru5IgvvZhx/6KKajvnAQAAAAAAYJCzg34YW7lyZTQ1NfW0Tz/99Lj00kszGnvjjTemtZcsWZLL0jiWktKIqtrM/wjnAQAAAAAAYNAT0A9jDz74YFq7rq7umLvnD+57sMceeyz27t2bs9oAAAAAAAAARhoB/TD2wgsvpLUvuuiijMfW1NTEqaee2tNub2+PhoaGXJUGAAAAAAAAMOII6IextWvXprWnTp2a1fhD+x86HwAAAAAAAACZE9APU/v374+NGzemXZs8eXJWcxzaf926df2uCwAAAAAAAGCkKi10AQyM7du3RyqV6mmXlZXFxIkTs5rjpJNOSmu/9dZb/a7rrbfeiqampqzGrF+/vt/rAgAAAAAAABSagH6Yam1tTWuPGTMmioqKsprjuOOOO+qcfXH77bfH/Pnz+z0PAAAAAAAAwFDjiPth6tAwPZFIZD3H6NGjjzonAAAAAAAAAJkT0A9TyWQyrT1q1Kis5ygvL09r79+/v181AQAAAAAAAIxkjrgfpg7dMd/e3p71HG1tbUedsy9uvvnm+MxnPpPVmPXr18eVV17Z77UBAAAAAAAACklAP0xVVFSktQ/dUZ+JQ3fMHzpnX0ycODEmTpzY73kAAAAAAAAAhhpH3A9Th4bp+/bti1QqldUce/fuPeqcAAAAAAAAAGROQD9MnXjiiVFUVNTT7ujoiLfeeiurOd588820tp3vAAAAAAAAAH0noB+mRo8eHaecckratY0bN2Y1x6H9zzrrrH7XBQAAAAAAADBSCeiHsUMD9YaGhqzGr1279qjzAQAAAAAAAJA5Af0wNm3atLT2ypUrMx67devW2LBhQ0+7rKwspk6dmqvSAAAAAAAAAEYcAf0w9slPfjKt/cgjj0Qqlcpo7L/927+ltS+77LKoqKjIWW0AAAAAAAAAI42Afhi76KKL4sQTT+xpv/baa/HYY49lNPbHP/5xWnvWrFm5LA0AAAAAAABgxBHQD2PFxcVxww03pF2bP3/+MXfR//rXv44nn3yypz127Ni45pprBqJEAAAAAAAAgBFDQD/Mfe1rX0s7mv7xxx+Pf/7nf+61/5tvvhlf+MIX0q596UtfStuJDwAAAAAAAED2BPTD3Iknnhh/93d/l3btb//2b+Pmm2+OLVu29Fw7cOBALFmyJC666KLYsGFDz/Wampr4m7/5m3yVCwAAAAAAADBsCehHgK997WvxyU9+Mu3aD3/4wzjllFPijDPOiHPOOSdOOOGEuOqqq2Ljxo09fUaPHh333XdfjBs3Lt8lAwAAAAAAAAw7AvoRoLi4OO6///647rrr0q53dXXFa6+9Fs8//3zs3r077bETTjghHnroofjIRz6Sz1IBAAAAAAAAhi0B/QiRSCTinnvuifr6+pg2bVqv/Y477ri4+eabo6GhIS699NL8FQgAAAAAAAAwzJUWugDy61Of+lR86lOfivXr18ezzz4bb775ZrS3t8e4cePi7LPPjo985CORSCQKXSYAAAAAAADAsCOgH6HOPPPMOPPMMwtdBgAAAAAAAMCI4Yh7AAAAAAAAAMgDAT0AAAAAAAAA5IGAHgAAAAAAAADyQEAPAAAAAAAAAHkgoAcAAAAAAACAPBDQAwAAAAAAAEAeCOgBAAAAAAAAIA9KC10AHEtbW1tae/369QWqBAAAAACA3hz6s9tDf7YLAAjoGQI2bdqU1r7yyisLVAkAAAAAAJnatGlTnHPOOYUuAwAGFUfcAwAAAAAAAEAeCOgBAAAAAAAAIA+KUqlUqtBFwNHs3r07Hn/88Z725MmTo7y8vIAV5c/69evTjvRfsmRJnHnmmQWsCAae1z0jkdc9I5HXPSOR1z0jkdc9I43XPCPRoa/7H/zgB3HKKadERMQll1wS48aNK1RpADAouQc9g964ceNi1qxZhS5jUDjzzDPjve99b6HLgLzyumck8rpnJPK6ZyTyumck8rpnpPGaZyS6/PLLve4B4CgccQ8AAAAAAAAAeSCgBwAAAAAAAIA8ENADAAAAAAAAQB4I6AEAAAAAAAAgDwT0AAAAAAAAAJAHAnoAAAAAAAAAyAMBPQAAAAAAAADkgYAeAAAAAAAAAPJAQA8AAAAAAAAAeSCgBwAAAAAAAIA8ENADAAAAAAAAQB6UFroAoHcTJkyIW265Ja0Nw53XPSOR1z0jkdc9I5HXPSOR1z0jjdc8I5HXPQBkpyiVSqUKXQQAAAAAAAAADHeOuAcAAAAAAACAPBDQAwAAAAAAAEAeCOgBAAAAAAAAIA8E9AAAAAAAAACQBwJ6AAAAAAAAAMgDAT0AAAAAAAAA5IGAHgAAAAAAAADyQEAPAAAAAAAAAHkgoAcAAAAAAACAPBDQAwAAAAAAAEAeCOgBAAAAAAAAIA8E9AAAAAAAAACQBwJ6AAAAAAAAAMgDAT0AAAAAAAAA5EFpoQuATP3hD3+IVatWxebNm6O9vT2qqqrirLPOiosuuigSiUTO1vnd734Xa9asiaampti7d2+MGzeuZ53Ro0fnbB3IhYF+X2zdujVeeeWV2LhxY2zfvj327dsXo0aNiuOPPz5OPfXU+NCHPhTjx4/PwTOBo0ulUrFhw4Z46aWXYvPmzbF79+4oLy+PqqqqePe73x3nnXdeTv8tiOh+f61evTreeuutaG5ujkQiEVVVVXH22WfHBz/4wZyvBwxN1113Xdx777097a1bt8akSZMKWBGH8vmekcpneQolXz+/2bRpUzz33HOxdevW2L17d5SVlcW4cePi3e9+d5x77rkxduzYnK0FAAC5JKBn0FuyZEl8/etfj3//938/4uMVFRVxww03xC233BInnnhin9ZobW2N73//+3H77bfHli1bjthn9OjRcd1118Wtt94ap5xySp/Wycall14ajz/++FH7jBo1qiegqq6ujjPOOCOmTp0aF110kR84DnMD9b5444034he/+EU8+eST8dxzz8X27duPOeb888+Pv/zLv4zZs2dHaenA/rNy6623xvz583vas2fPjrvuumtA16Rwdu3aFUuWLIlly5bFo48+etTXY1lZWVxxxRXx5S9/OS655JI+r7l79+647bbb4s4774xNmzb12m/UqFFx1VVXxV/91V/FBRdc0Of1MnHDDTfE3Xff3dO+5ZZb4tZbbx3QNcmvfP4Cyu7du+Oll16KV155JXbt2hUdHR1RVVUVkyZNigsuuCDe9a535WQd6M2bb74Zq1atimeffTZWrVoVzz33XLS0tPQ8XltbGxs2bOj3OkPp8/1/+2//Lb75zW/2ac7HHnssLrvssiM+lkql+jQnA2sg3wOD/bP80XR1dcUpp5yS9n4tKiqK1157LU499dSC1UV28vHzm2QyGYsWLYo77rgjfv/73/far7i4OP7kT/4kvvSlL8XHP/7xPq2VqUO/p77twx/+cPzmN7/p05ytra0xadKk2Lt372GPrVixIi699NI+zQsAwCCRgkEqmUym/uzP/iwVERn9mTBhQurxxx/Pep1Vq1alampqMl7nuOOOS917770D8IzTXXLJJRnXdKQ/Y8aMSV1zzTV9+m/C4DXQ74s777yzz6+5adOmpV566aUBfPap1C233JK25uzZswd0PQrn5ptvTo0aNapPr8Xrr78+1dzcnPWajzzySFb/HkREqri4OPXlL3851dnZOQD/FbrNnj07bc1bbrllwNYif3bu3Jn6yU9+krrmmmtSJ5544lFfZ2VlZakrr7wy9dhjj2W9TldXV+rXv/516stf/nLqfe973zFf01OnTk0tXLgwtXfv3gF41oerra3t1+ediEh96Utfykutvbn22mvT6tm6dWtB6xmMnnrqqdRVV12V0d+xtbW1/V5vqH2+nzx5cqoivUg/AAAgAElEQVSrq6tPc95www29Pi8Gj3y9Bwb7Z/mj+dWvfnXEuubPn1+wmshcvn5+8/zzz6fOOuusrF/fn/3sZwf0s82h31MP/vPKK6/0ac677rqr1zlXrFiR2ycAAEDeuQc9g9KBAwfi2muvjV/84hdp10tKSuK0006LadOmxfHHH5/2WFNTU3ziE5/I6reTV6xYERdffPFhu2rKy8tj6tSpce6550Z1dXXaY3v37o3Pfvazcc8992T5rPJr3759cd9998Ull1wSl19++VF/s5yhIV/viyN517veFe9///vjwx/+cLzvfe+LioqKw/q88MILcckll8QLL7zQr7UgIuLZZ5+N9vb2w66XlJTEySefHOeee2780R/90WGv+YiIn/3sZ1FXVxetra0Zr/frX/86rrjiisP+PSgqKoozzzwzzj///Hj/+99/2MkkBw4ciO9973txww03ZLwWzJ07NyZNmhR/8Rd/Effdd98xdzh2dHTEkiVL4tJLL43Zs2fHnj17Mlrn4YcfjpNPPjmmT58e3/ve9+J3v/vdMcc0NDTE3LlzY9q0afHb3/42o3XgWH7729/GL3/5y153sufSUPx8v2nTplixYkXW4/bu3Rv19fUDUBG5ls/3wJEMhc/yB58WdLCf/exnToMY5PL1PfWll17q9WcbtbW1cf7558cHPvCBqKysPOzxe+65J2bOnHnE7xcD7Wc/+1mfxvX2ngAAYHgQ0DMoLViwIJYuXZp27aabboqNGzfGa6+9Fs8//3zs3LkzFi9enHYc5b59++Kaa66J5ubmY66xefPmuPbaayOZTPZcGz9+fNxxxx2xffv2ePnll+O5556Lbdu2xW9/+9uYPn16T78DBw7EjTfeGA0NDTl4tpmZN29eLF++PO3Pr371q7jnnnvihz/8YfzDP/xDfOxjHzvil9EVK1bEueeem3Z/VIaefLwvIrp/kHLZZZfFN77xjXjiiSeiubk5tmzZEi+++GL85je/iZdeeimam5tj1apV8ed//udpY3fu3BnXXntttLW19f8Jw38YN25c3HzzzfHggw/Grl27eu41uWbNmtixY0esWLEiPvrRj6aNWbVqVcaheUtLS3z+859Pe90mEon4n//zf0ZTU1O8+uqr8eyzz8aLL74Ye/bsiaVLl8Z73vOetDl+/vOfH/ZDSehNvn4B5dVXX42tW7ce8bHx48fH1KlT47zzzjvi0d6vvvpqXHLJJfHEE09k8Iyg744UFPbVUPt8X1z8ztfxvgQ4ixcvTvu74OD5GDpy+R6IGJqf5Zubm2PJkiVHfOwPf/hDPPXUU3mth+zk43tqV1dXfP7zn49du3b1XCspKYmvfOUrsXnz5tiwYUM8++yz8cILL8SuXbvi0UcfjfPPPz9tjkcffTQWLFjQz2ebmYP/Pv75z3+e9S+ZvPHGG/HYY48dcT4AAIaJQm/hh0Nt3749NXbs2LTju775zW/22n/z5s2pU089Na3/P/7jPx5zneuvvz5tzMSJE1Nr167ttX9XV9dhxwxfccUVfXqOmTj0CMyf/vSnGY3r6OhI3XPPPanzzz//sGPQiouLU/fcc8+A1czAydf7YtOmTant27dnVduRjt67/fbbs5ojU464HznOPffc1Kmnnpr60Y9+lNq3b98x+3d2dqb+8i//8rDX4qOPPnrMsd/+9rfTxowaNSr1xBNPHHXMnj17UtOmTUsb9573vCfj55cNR9wPP+eee27P/5/jxo1L3XzzzakHH3wwtWfPnrR+nZ2dqRUrVqQ++tGPHvba/tSnPnXMdW677bae/kVFRam6urrUj3/849Qf/vCHw/q+8cYbqb/5m79JlZSUpK1TWVmZevPNN3P23A916BH33/72t1PLly/P6s+6desGrL5MOOL+2L773e+mIiI1duzY1KWXXpqaN29e6v77709t2LAhtWLFipwd7z3UPt9Pnz69539XVFSkWltbs5rv4PEf+tCHUscff3za/Awe+XoPDPbP8r2544470tb/T//pP6W1/+Iv/iKv9ZC5fH1Pra+vP+x1+q//+q9HHdPe3p764z/+47QxY8eOTSWTyayf57Ec+j314L+fIyLr2xR9/etfT/tucuhnQUfcAwAMfb61M+h89atfTfvicfHFF6cOHDhw1DGPPPLIYV+6jvaDiY0bN6ZKS0vTxvzyl788Zm379+9Pvec970kb99RTT2X9HDPR14D+YN/61rcOe56jR48u6L0F6Zt8vC/647rrrktb6/LLLx+QdQT0I8cDDzyQamtry2pMZ2dn6kMf+lDaa+Rzn/vcMccd+gOvm2++OaP1fvOb3xz2g8KBCAoF9MNPvn4B5bbbbkuNGjUq9V//639Nvf766xnV9sgjj6TKy8vT1rn++uszGtsXhwb0Q/EHzgL6Y1u/fn3q5ZdfPuJ91nMVTg7Fz/d33333Ye1Mbdy4MVVcXNwz9gc/+IGAfhDLx3ugP/L1Wb43F154Ydr6v//971PV1dVp32MG8v7h9F2+vqd+/vOfTxszY8aMjOo70r8NDz/8cMbPL1OHfk9dsGBBauLEiT3tOXPmZDXfu9/97p6xV199dWrWrFlD/vMSAADpnJHEoHLgwIH46U9/mnbt1ltvjaKioqOOmz59etrxxi0tLXHffff12v/BBx+Mzs7OnvZ73/veuPLKK49ZXyKRiK985Stp1/7lX/7lmOMKZd68eYcda79///744he/WKCK6It8vS/649DjMdeuXTsg6zByXHHFFTFq1KisxpSUlMRXv/rVtGsPP/zwMcetW7curX311VdntN6HP/zhqKmpSbu2fv36jMYyss2fPz/WrVsXN954Y4wePfqY/UtKSuL222+PD33oQ2nXf/SjHx113EUXXRSvvPJK/OAHP4hTTz01o9qmT58e3/rWt9Ku3XvvvRkdqQ+9OeOMM2Lq1KkDekTvUPx8/0d/9Ecxbdq0nnY2x9z/n//zf+LAgQMREVFWVhaf/exnc14fuZOP90B/FPKz/CuvvJJ2H/IPf/jDMWXKlLjuuut6rrW0tMTixYvzVhOZyef31L5+Xp88efJhR93n4/N6aWlpfO5zn+tp19fXx/79+zMau3Llynj11Vd72rNnz855fQAAFF5poQuAg61cuTKampp62qeffnpceumlGY298cYb48knn+xpL1mypNcg+vHHH09rz5w5M+MaD+37//7f/4vOzs4oLR2cb6err746/uqv/iq++93v9lx76qmn4t/+7d/i4x//eNbzvfXWW/HMM8/Etm3bYseOHVFRURETJ06M888/P0477bSc1b1u3bp48cUXY/v27bFz585IJBIxYcKEOPvss+MDH/hA1sHdUJav90V/nHHGGWnt7du353yNXOjo6Ih169ZFQ0NDbNu2LVpaWuK4446L8ePHx1lnnRXnnHPOgLyXN27cGCtXroyNGzdGKpWKCRMmxLRp0+KDH/zgMX+ARXYOvRf9jh07Yt++fTFmzJhex+zcuTOtPXny5IzXO+WUU2LLli097d27d2c8Nl+SyWQ0NDTE2rVro6mpKfbu3Rtjx46NE044Id7//vfH+973vgEJDNatWxfPPvtsbNmyJUpKSnr+rTj77LNzvtZQc8UVV2Q95u1fQLnmmmt6rh3rF1DOOeecrNeJiPjiF78Y//iP/9hzT9i2trZ47LHH4pOf/GSf5oN8GKqf72fPnh0vvPBCRESsWLEiNm/eHCeffPIxx9199909//uKK66IE088sd+1bN68OV5++eV4/fXXe97/48ePj5NOOikuvPDCqKqq6vcah2pra4unn346Nm/eHFu3bo2SkpI477zz4pJLLsn5WvSukJ/lD34tR7zzywJ//ud/Ht///vfT+h36iwT9lUwm4+mnn461a9dGc3NzjB8/Pmpra+PSSy896mfHvnjzzTdj9erVsWXLltixY0eMGzcurrrqqsN+2XMoyef31P5+Xl+5cmVPO1+f12fPnh3f+973IqL7lxB++ctfpoX2vTn4PTFhwoT4xCc+ET/5yU/6Vcvu3bvjd7/7Xaxbty527doV7e3tMW7cuJg4cWKcd955UVtb26/5AQDI3uBMFBmxHnzwwbR2XV1dxuFVXV1dWvuxxx6LvXv3xnHHHXdY340bN6a1P/CBD2Rc46RJk2LixInx1ltvRUTErl274sknn4zLLrss4znybf78+fHjH/849uzZ03PtjjvuyDigP3DgQPz85z+P2267LVavXh2pVOqI/c4+++z46le/Gtdff32fwp7t27fHggUL4p577olNmzb12u+4446Lurq6+M//+T/HJz7xiWEfcObrfdEfyWQyrT1u3P9n777jojj+/4G/AEGKNBVBRWwoiCiiiIoaS+xGMVYwiS3WxBaNxvhJYjRVY0lM0WiiRP3ae+wlEHvvYkTUWFFAUGlS9/eHPzbM3XHsHcdx4Ov5eNzj4ezN7Myde8vsvmdnnAy6/8KIj4/H+vXrsWPHDhw+fFjrU6B2dnYICQnBtGnT4OnpqbiOvP8fbdq0QUREBADg9OnTmDZtGv766y+N5apVq4ZZs2ZhyJAhiusi7TQFD549e6b1JqujoyOePHkip5U+3aIpryECJIZw//59rF27Fjt37sTx48eRnp6eb15nZ2cMHToUkydPVnyT+N9//xUGZQ0ePBhhYWEAgH379uF///sfzpw5o7FsvXr1MHv2bJ2CZ/SSPgNQ9GFpaYnmzZsLAwBU+04l3bVr13D58mXExsYiKSkJ5cuXR5UqVdC6dWuD/w2Li4vDkSNHcPv2baSnp8PNzQ3e3t5o3rx5qe/DGFNJ7d8PHDgQU6ZMQVZWltznnjZtmtYyJ06cQFRUlJweNGiQXnVnZWXhwIED2LhxIw4cOIA7d+7km9fMzAzNmzfH1KlTERwcrPjYHTJkiBBsun37NmrUqIH79+/jiy++wPr169WCZcHBwQzQG1lx9eVzcnKwcuVKOW1paYkBAwYAAAICAuDt7Y1//vkHAPDXX3/h3r17OgVmw8LCMHToUDm9fPlyDBkyBCkpKZg1axYWLVqEpKQktXLlypXD22+/jW+++Ubxd5Hf9cDOnTsxf/58REREyLNe5KpataqimT5MlTGvUx0dHYV0SeivN2rUCA0aNMDly5cBvJwlpaAA/YsXL4TZBEJDQ2FpaalX/efPn8fatWuxb98+XLx4Md/7OMDLwRUTJkzAiBEjCpzdqUuXLkIf8ejRowgKCtKpbZmZmXB3d5f/7lpbW+Phw4dFMhCMiIiIyFSZ5vxq9MrKfXokly6d/CpVqgjTt2ZkZCAyMlJj3ryBGODlkyG6qFChgpA+f/68TuWNzd7eXrgxAbx86k71RowmN27cQOPGjTF48GCcOXNG60XdtWvXMHToULRs2VIYSa/Er7/+ipo1a2LOnDlag/MAkJKSgq1bt6J79+5abySWFsb6XRTGyZMnhXSTJk0MXoc+EhMTUblyZbz//vvYvXt3gVM0p6Sk4Pfff4evr68cbNTXwoUL0aJFi3yD8wBw7949DB06FCNHjlS7YUf6efDggdo21XO2qrzTCwMvB1YokZSUJEwBa25urjYFeXG4dOkSPDw8MGXKFERERGgNzgMvfyfz58+Hj48Pdu/eXai6p06dis6dO+cbnAde/q3o2bMnvvjii0LV9SrKbwCKMeoqqnqM6fnz5/j0009Ro0YN+Pj4YMCAARg3bhymT5+O0aNHo2fPnqhYsSI6duwoPGmnr+joaPTu3Rtubm7o3bs3Jk+ejOnTp2PYsGEICgqCh4cHFi5cyPO/gZTU/n2lSpXQpUsXOa1kmvu8Ae8KFSroNSsHAISEhKBr1674/fffC+xTS5KE48eP480330Tfvn2RkpKiV50AcODAAfj6+mLJkiUmOfPMq6i4+vIHDx4Urv06d+4sBE/feust+d+qwXx93bt3DwEBAZgzZ47G4DwAJCcnY/HixfDx8cHZs2f1qkeSJIwbNw5vvPEG/vrrr1J5rjfmdaq+/XVJktTyqk55X5TyTk9/4MABxMTEaM2/bds24byo7/T2P/30Exo3bow5c+bgwoULWu/jAMCtW7cwYcIEBAQEFLgEwKhRo4R0QUsuabJ9+3Y5OA8Affv2ZXCeiIiIXjkM0JNJUV3rzsfHR6fyqvnzWztP9enu7OxsnerJzMxUVI8pUV2jLTU1Ve1GjKqTJ08iKCgIFy9eFLZbWFjA09MTgYGB8PHxgbW1tfD+iRMn0KJFC8VB+okTJ2L06NFqwVMLCwvUrFkTTZs2RYMGDeDi4qJof6WNsX4X+kpLS8P8+fOFbaayTl52drawHi3w33HVqFEjNGvWDN7e3ihbtqyQJz09HUOHDtVpLdi8Fi9ejAkTJsjnFhsbG9SrVw9NmzbV+ITy0qVL5ekPqXDyTpUJANWrVy9wSYzcJ7Vy/fDDD2rneU0WLFiAjIwMOd2rVy+dA0JFISMjQ+0mnJWVFWrXrg1/f38EBgaiTp06alM3P3v2DG+88QbCw8P1qnfatGn47rvv5LS9vT3q16+PgIAAjefvzz77jOvJ6kifASiGqquo6jGWLVu2oHbt2vjyyy+1BiKzs7Nx4MABtGzZEuPGjdM7oLJ37140atQIW7ZsyXcf9+/fx4QJE9CmTZtSMQCiuJXk/n3eJ+CvXbumNfCUnp6OdevWyemQkBC9l37SNFjXxcUFPj4+aNasGfz8/DQ+abp582YEBwfr9fs4f/48goODhWO+evXqCAgIQO3atfV+UpT0V5x9edXp7fMG5DWlVfPrKjU1Fd26dZOfygcAV1dXNGnSBHXr1lU7/mJiYtC5c2dcuXJF57qmT5+On376SU7b2NjA29sbTZo0gZubm/4fwoQY8zpVtb++dOlSRQN8Vq5cKSxH1bhxY7Vgf1F66623YGFhAeDl36VVq1ZpzZ/3GK9fv77eyxVpOr/b29vDy8sLgYGBaNy4scbZKCIjI9G6dWsheK6qR48ewjXt+vXrhdkalVi6dKmQHjFihE7liYiIiEoDBujJZKSlpalNTanL9HWa8l+/fl1jPtUAiraLD01UA88lIUDfpEkT+cIwl7Yngx49eoSePXsK6w82bNgQa9aswdOnT3Hjxg2cPHkSV69eRWJiItatWyesXXjz5k0MGTKkwJHaP/zwg7C2IPByerWwsDDExcXh1q1bOHXqFC5duoTY2FjcvXsXS5cuRfv27XX5+CWWMX8X+njw4AG6d+8uTLPatm1btRsoxS0gIABff/01zp49i5SUFNy6dQvnz5/HiRMncO3aNSQnJ+PAgQPo3LmzUO79998vcEYHVdHR0ZgwYQKAl1N5b9q0CQkJCYiMjMSpU6fk9SdbtGghlPv000/Vnv4j3amuz9itW7cCywwePBi+vr5y+sqVKwgJCcn3qSoAWLJkCWbNmiWnHRwcMHfuXD1aXHTatGmDBQsW4MqVK0hJSUF0dDTOnTuHkydPIioqCklJSdi6davwFFFOTg7efvvtAmebUHXo0CHMnj0bANCsWTPs27cPCQkJuHLlCk6fPo3Hjx8jPDwc3t7eQrnx48erDaKh/OkzAEUfKSkpOHfunLCtbt26Bq/HWH788Uf07dtXbU1lOzs7+Pj4IDAwEJ6enmrT8v7000+K1opVdfHiRfTu3Vt+wtjMzAy1atVCQECAxr/hR44cQdeuXZGamqpzXfSfkty/79mzp/DkoLYBgtu3b0diYqKcLmwgtWLFinjvvfewc+dOxMXFITY2FlevXsWJEydw4cIFxMXF4caNG/j444+FQbkHDx5U68MrMWbMGKSmpsLa2hqffPIJ7t+/j3///RenT59GdHQ0YmNjMWnSpEJ9JlKuOPvyz58/x5YtW+S0vb09goODhTw1a9YUnsqOiorC8ePH9a5zzpw5crC9Q4cOOHPmDB49eoQzZ87g+vXrePToEb799lvhWH/y5AkGDhyoaPBmrsjISMyZMwcAUKdOHWzYsAEJCQm4du0azpw5g5iYGFy+fBkNGzbU+7MUN2Nfp3bs2FFYoi82NhY9evTA48eP8y2zfft2YV17S0tL/Pzzzzq1sbDc3NyEdmubBeLRo0fYt2+fnC7s+b1s2bLo378/VqxYgTt37uD58+f4559/cPLkSZw9exZ3795FfHw8Fi1aJATcHz16pDVgXqZMGbz77rtyOiUlBatXr1bcrjt37mD//v1y2svLC6+99pqOn46IiIioFJCITMTdu3clAPLL0tJSysnJ0Wkfs2bNEvYxfPhwjfneeecdId/777+vuI6oqCihLADJ09NTp3Yq0aZNG6GO5cuXF3qf9evXF/Y5bty4fPN26dJFyDty5EgpIyND6/4TExOloKAgodzmzZvzzX/58mXJ0tJSyN+3b1/pxYsXij7PmTNnpKdPnyrKW1IZ83ehSWZmprR//37htWXLFunHH3+UBgwYINnY2Aj7bt68uZSQkKDrx1RsxowZQn2DBw/Wmj81NVU6fvy4TnWofl9Tp04tsIzqOQGA1LlzZyklJSXfMikpKZKfn59Q5vvvv9eprSTauXOn2v/DyZMnFZWNjo6W3N3dhbIVK1aUxo8fL61atUravXu3tHnzZumrr76S/P391fIdPXq0yD7X4MGDhfpmzJihNf/jx4+lK1euKN5/dna2NHz4cKGOX375RWuZ27dvazzuhwwZImVlZeVbLjY2VqpSpYpQZuvWrYrb+qp77bXXhO9uzJgxRVLPsmXLhHocHBwK7APoq3r16kJd4eHhBt3/zp07JTMzM6GON998Uzp06JCUmZkp5I2Li5O++uoryc7OTqdz84ABA4T8uZ/J3NxcmjRpknTv3j0h//Xr16W3335b7fczceJEg372kiI8PFzt+9NHSezfnz9/Xn5v9OjRwt+V/H5z3bt3l/PVq1dPeM/R0VHYf0GOHTsmpaWlKW7/+fPnpfLly8v7r1q1qtrvSJXq3zAAUrly5aTDhw8rrre0M9RvQBNT68vn9dtvvynq1//yyy9q16VKLV++XGN/ZcSIEVqvqY4dOybZ2toKZebMmaO1Lk31tG7dWkpKSlLc3pKkOK5T4+LiJF9fX6GMvb29NGLECCksLEzatWuXtHXrVmnu3LlqfSZbW1ut9yYKS/U6dcGCBfJ7a9euFd47d+6cxn189913ch4LCwvp4cOH8nvBwcE69ZeuXLkiPX78WHH7ExISpCZNmgh1XL16Nd/8d+/elSwsLOS8jRs3VlzXZ599JtTz3XffKS5LREREVJowQE8mIzIyUuikOzo66ryPefPmCfsICQnRmG/JkiVCPjc3N8U3nmfOnKl24e3m5qZzWwtSFAF61X327dtXY77jx48L+bp27ar4YjsmJkayt7eXy7Zs2TLfvKGhoUI9rVq1krKzs/X6bKWVMX8XmiQmJmq82aT6cnV1lebMmVNkAZxcugbo9dW6dWu5jkqVKhWYX/X78PDwUDR4ZPfu3UK5zp07G6L5r6QnT56oBdh79eql0z5iY2Olt956SzI3N1d03Nva2kqjRo0Sbp4VBV0D9PpIT0+XateuLdfRtGlTrfk1BegDAgIUnQMWLVoklBs1apShPkapVpgBKLpISUmRatSoIdRTVAMBJEk9QD937ly1YJK2l7ZAUlxcnFSxYkXhZveqVasKbNOFCxckZ2dnuZyNjY0UHx+fb37VAD3wMji/fv16rfV8++23amXyBmxfFYYKTpbE/n3e/+9jx44J723ZskWt/KNHj6QyZcrIeb755hvhfV0D9PpQDaru3LlTa35NAfrFixcXSdtKqqIM0JtaXz6vVq1aCW3Yv3+/xnzx8fHCoG4nJyfFA0s0Bej9/Py0DibMtXjxYqFctWrVtJZTrcfZ2VmKiYlR1M6SqLiuU5OTk6Vx48ZJVlZWio5tS0tLacCAAVJUVJQ+H1MxbQH6tLQ04fw8YcIEjfvIO/hA9bpQ1wC9PqKiooTroClTpmjN/8YbbwhtOnv2bIF1ZGVlCddsVlZWUmxsrKE+AhEREVGJwinuyWSoTqeruq65EjY2Nlr3matbt27C+nKPHj1SNEXjo0ePsHDhQrXtuk4FXFycnJyEdH7tVl0Le8GCBWrTvubHzc0Nw4cPl9NHjx7VOO1cTEwM1q9fL6fNzc2xbNkytfVDX3XG/F3oy9XVFf/73/8wYsSIUrNuaN71LmNjYxEdHa1T+WnTpsHR0bHAfB07dhSmtFWdUpqUyZ2W/f79+/I2R0dHjedrbVxcXLBq1Sps3boV7u7uWvPmTu04fvx4VK5cWa92mxIrKyv069dPTp8/fx5paWk67WPWrFmKzgH9+/cX0jzuC5aQkIBRo0YJ23r16iUsT2AoH374If799185bWdnh08++cTg9Wirv2PHjopfFy9ezHdfP/30kzCt/dy5c9XWM9bEz88Pv/32m5xOS0vDokWLdPockyZNEn5Tmnz00Ufo1auXnM7JydH5vEX/Ken9+xYtWghLSWia5v7//u//5GVBzM3N8fbbbxutfblCQkKEZbOOHTumU3kPDw+uNWxiiqMvf/PmTRw5ckROV6lSJd8lzCpUqICuXbvK6adPn2Lr1q161/3111+rLf2myYgRI1CnTh05fe/ePWFa7oK8//77pWateU2K6zrVzs4OCxcuRHh4uKI170NCQvDBBx8I/5fGZm1tLfR/16xZo7bE07lz5+TlF4DCT2+vjzp16gh9y4LO76NHjxbSquvKa7Jnzx7hmi04OBguLi46tpSIiIiodGAkjEzGixcvhLQ+a6qWLVtWSOcXXKhatSpCQkKEbf/73/+0XugnJiaiV69eGteI1jWIUVzKlSsnpDMyMtTy5OTkYM+ePXI6MDAQXl5eOtWTd401QH3NXODlupXZ2dlyumvXrsV60WyqjPm70Nfjx48xfvx4eHh4YN68eZAkyaD7Lw41a9YU0ufPn1dc1szMTC0AmR8LCw95B+EAACAASURBVAs0aNBATsfFxSE9PV1xXfTSlClTsHv3bmHbr7/+qvM6mBcuXEDbtm3Rs2dP4caRJllZWfjxxx/h6+uLQYMG4dmzZzq329TkPe6zsrKEm4QFcXR0ROfOnRXlLV++PDw8POT0vXv3lDfyFWSoAShKrFmzRi0Q/c033wjrkpYUGRkZ+OWXX+S0p6cnxo0bp7h87969hRv/mzZtUly2XLly+PTTTxXlnT17tpBet26dvHY96aY09O8HDRok/3vnzp1ISEgQ3v/jjz/kf7/++usFDiYrCnZ2dqhUqZKc1qWPBAADBgzggFwTUxx9+bzHMgCEhoZqPS5UB6OollfK1dVVcX9F0yCYiIgIxXWFhobq0rQSp7iuU2/fvo1evXqhVatWiIyMLDD/ypUr0bx5c3Tv3h0PHz7UuY2GkjfgHhsbK9xzAcRj2sHBQRjAZ0x5rwcKOr937dpV6NOvXr0aqampWsvkHQAJgAO2iIiI6JXGK2MyGaojrjUFjwuiGtjSNor7m2++EUbqZmRkoHfv3hg8eDAOHTqEp0+fIj09HTdv3sTChQtRv359nDx5EoD6k+iqgW9TlZSUJKRVL4gB4PLly0KgKSAgQOd68l6kAcC1a9fU8qgG7bt166ZzPa8CY/8uVDk5OUF6uRwKJElCdnY2EhIScO7cOSxcuFAILiclJeHDDz/E4MGDkZOTo3M7i1pmZib+/PNPjBs3Dq+99hrc3d3h4OAAc3NzmJmZCS/VG3d5n8AsSI0aNVChQgXF+fPe5AZQKgK9xrRw4ULMnz9f2DZ16lQMGDBAp/2sWbMGzZo1w99//w3g5UCLPn364M8//0RMTAwyMjKQmJiIkydP4tNPP5VnPpAkCStXrkRQUBDi4uIM86EMKDU1FWvXrsWoUaPQvHlzVKlSBfb29hqPe9UntHU57hs3bqxTwCXvcc9jXjtDDUApyKlTp/Duu+8K27p164axY8catB5jOXPmjPCbHDhwoKInJvPq2LGj/O9Lly7h+fPnisoFBwfDwcFBUd66deuiRYsWcjo1NRWnT5/WqZ30n5Lev3/nnXfkWasyMjKwdu1a+b0LFy7g0qVLcjpvMN8Qrl69ipkzZyI4OBh16tRBxYoVYWVlpfa3wszMDDExMXI5Xf5WACiSmT8of6bYl5ckSW2GiIJmN+nRo4dwXt2/f79ewdZWrVrp9Legbdu2QvrUqVOKytnb26NevXq6NK3EKY7r1PDwcDRq1Ajbtm2TB5K8/vrrWL9+Pe7evYv09HQ8e/YMFy5cwOzZs1G1alW57K5duxAQEIAbN27o3E5DaNmyJWrXri2n8/4GMjMzsXr1ajndr18/tdkFCuPx48f48ccf8dZbb6FBgwZwdXWFjY2NxvP7mjVr5HKpqalaB02Ym5sLAfbnz59j3bp1+eZ/9OgRduzYIadr1qyJDh06FPLTEREREZVcDNCTyVC9CaY6IlsJ1YsHbTfWqlatinXr1sHOzk7elnuzoE2bNnB2doa1tTU8PT0xYcIE+UZU1apVMWfOHGFfqjf0TJVqEETT96MaTP/ll180Xrhpe9WvX1/Yh+rTP8DLaQ3z0mcgwKvA2L+Lgpibm8PZ2Rn+/v4YN24cLl68iLlz5wpLIKxcuRLz5s3Tuw5DkyQJv//+O9zd3dGzZ0/89NNPOHz4MB48eICkpCRFTwk9ffpUcX2qAfeC5D0HASVnRg5TsHr1akycOFHYNmTIEHz77bc67SciIgLvvPOOfGPRxsYGf/75JzZu3Ig33ngDbm5usLS0hJOTEwIDAzFr1ixcuXJFOG9FRkaif//+JjODRGZmJmbPng03NzeEhoZiyZIlOHnyJGJiYpCcnGxSxz2P+fwZagBKQaKjo9GjRw/h/8Lb2xsrV65UvMSNoYSHhwvBpIJeqsGTXKoDAQs74DAnJwfXr19XVC6/NinNrzQAROpKev/ew8NDOB7yPlGZ99/29vbo3bu3Qeq8fPky2rRpA19fX3z++efYvn07oqOj8eTJE2RmZhZYXpe/FYD6LEVkXKbQlw8PD8edO3fktI+PD/z9/bWWsba2Rp8+feR0dnY2Vq1apXPdvr6+hcp/+/ZtReWqV69u9L+fxmbs69Tr16+jR48e8mA5c3NzLF26FAcOHEC/fv1QrVo1WFlZwcHBAX5+fpg6dSoiIyPRpUsXeR8xMTHo0aOHXm01hLwDq7Zv3y6fP3ft2iUMdjLU9Pbx8fEYNmwYqlativHjx2P16tW4cuUKYmNjFX8HBZ3j3333XZQpU0ZOa5vmfvny5cLU/u+++26p/50QERERacMAPZkM1Yux1NRUnQMdqlOCFhSIbNeuHQ4fPiyMZNbG398ff/31F+zt7YXtJSVAHxsbK6Q1TVmraYrPwtL0dKRq0F7X4M6rojh+F7owMzPD5MmT8c033wjbZ86cicTERIPVo6+cnBwMGjQIw4cPVzv+daHLtPP6rL+Yl6kEeE3djh07MHjwYOH76t27N3777TedbvRkZ2dj+PDhwpIbixYtQvfu3bWWq1KlCnbs2IGKFSvK2yIiIrBhwwYdPkXRSEtLQ5cuXTBt2jS1mVN0YczjntQZagBKQR4+fIhOnToJ58hq1aph3759KF++vEHrMibVAYc9e/bUecDh5MmThX1oGnCoibECQKRZSe/f5w3gnDp1CtevX0dWVpbwdGWfPn1ga2tb6Lp27NiBgIAAHDp0SO996Lo0j9LZJcg4iqMvrzo9veo08vkxxDT3usxyBQDOzs7CDEFKB6S8Cse5sa9TR48eLeT/7LPPMHz4cK37d3BwwKZNm4Ql+65fv14kywQpkXeWlPT0dPlp87zHcs2aNdGqVatC13Xz5k34+/tj+fLlwnWOrgo6x1euXBk9e/aU08ePH9e49EDuoPlcFhYWGDp0qN7tIiIiIioNyhSchcg4KlasCDMzM/miLjMzE7GxsXB1dVW8jwcPHghpJUFff39/XLt2DcuXL8fKlStx4sQJYVQvAPj5+WHYsGEYPXo0rKyssH//fuF9T09PxW0sLikpKYiKihK2abpxqetTMEpomiJRNWhUUpYJMLbi+l3oavLkyViyZAlu3boF4OXxtnHjxmJfU+6LL75Qe7rGwcEBbdu2RZMmTVCtWjU4OTnB2toalpaWcp6LFy/iww8/NHZzSaHw8HD069dPOFd37NgRa9as0XkK6507dwozenh7eyueNtjV1RUTJ07EJ598Im9bunQp+vfvr1MbDO29997DX3/9JWxzcXFB27Zt4efnh2rVqsHBwQE2NjbC97Vv3z589913xm4uaWCoASgFSUhIQKdOnYSAsIuLC/bv32/wKfSNzVgDDjXRNQCkmr8o+mKvmpLcv+/bty/Gjh0rB6JWrFiB5s2bC4NoDPF0ZVRUFPr27StMS21mZobAwEAEBQWhVq1acHNzg7W1tdogrLfffhuPHz/Wq968/S0yHcbqyycnJ2PTpk3CNldXVxw4cKDAsjk5OShXrhySk5MBvJy96PTp02jatKni+nUd2GJmZgYbGxv595hbd0FehePcmNeply5dQkREhJx2dnbGlClTFNVha2uLTz/9VBjgsXTpUkydOlVxOw2lZs2aaN26tTwoasWKFejbty927twp5xk0aFCh+3oZGRno1q0b7t+/L2yvU6cO2rRpAy8vL1StWhV2dnbyVPe5vvvuO+zbt0+n+kaPHo3NmzfL6aVLl2LBggVCnvDwcOGaq3v37hofGCEiIiJ6lTBATybDxsYGHh4ewnR3d+/e1ekC7+7du0La29tbUTlLS0uMHDkSI0eOREpKCu7du4f4+HjY2dmhWrVqwhOSANRGBJeE6dnPnDmjNnJa01SCqjctQkNDMWzYsELVrenCS/UppeTkZLXvmYr3d6GLMmXKoGfPnvj+++/lbceOHSvWAP3jx48xe/ZsYdvHH3+M6dOnFzggpDBPGVDROnnyJHr27ClMyxgUFIQtW7bAyspK5/0dPHhQSHfv3l2nm2I9evQQAvRHjx5Fdna2zgMFDOXChQvCUziWlpaYM2cO3nvvvQK/H9WlR6h4GHIAijZJSUno0qULrl69Km9zdHTE3r17hSfNSipjDTjURNcAkOpSJ0oDQKRdSe3flytXDr1798bKlSsBAKtWrRJmhKhevTratGlT6HqmTZsmPBkZGBiIP/74Q1E/kVMSlz7G6stv3LhR7anpd999V+/9hYWF6RSgT01N1Wn/kiQJ07BzUPl/jHmdqtpfb9++vU5/a3P797mDCaKjoxETE4PKlSsr3oehDB48WA7QHzt2DF988YU8UMrMzEzxQGFtFi9eLDyc4erqirCwMGG6//zkfcpdqQ4dOqB27drytcTKlSvx7bffomzZsnIe1anvi3sgPxEREZEpYICeTIq3t7dwgRcZGanTBbfqdKb6BCLt7OwKLHf58mUhXRIC9Bs3bhTS5cqV0/jdqt6sdHJyQocOHQzeHtVpc2NjY1GjRg2D11MamMLvQgnVGRkePXpUJPUotW3bNuGG2siRI/H1118rKqt0GmMyrkuXLqFr165C8Mrf3x+7du1SC3AppTqVtK5r46rmT0tLQ2JiYrENOFq/fr3w1PXMmTPVpknPD4/74mfoASj5SUtLwxtvvIHTp0/L22xtbbFz584C1wEuKVRv3M+fPx8NGjQo1D6Vltc1AFSUS9HQSyWtfz9o0CA5QH/37l0hiJV3imR9JScnC09surq6Ys+ePXB2dlZU3hSWMSLDM0ZfPiwszKD7W7t2LRYsWKD4b2Tedb6VSExMFAZnlZSl7YzFWNephe2vOzk5wdnZWejrPnjwoFgC9P369cPYsWPl69QffvhBfq9ly5aoVatWoetYu3atkN6yZQtatGihqKw+1wNmZmYYOXIkPvroIwAvZzHavHkzQkND5fSWLVvk/O7u7ujatavO9RARERGVNlyDnkxKo0aNhPSxY8cUl42JicG///4rpy0tLeHj42OopskSEhJw4sQJOe3o6IigoCCD12NISUlJamv0de3aVRjRnEv1Yjc6OrpI2lSnTh0hfebMmSKppzQoCb8LTYp7ase8v1Pg5bTfSuV9opRMw/Xr19GxY0chKFCvXj3s3bsXjo6Oeu9XdV3FMmV0G7uo6TgvzhkY8h735ubmGD16tOKyPO6LV1EMQNEkIyMDffr0EdacLlu2LLZu3YqWLVsarJ7ipjpIpnbt2ujQoUOhXkqfCtQ1AKQ6HT8DQMZnav379u3bw93dXeN7hni68ty5c8LU9qGhoYqD89HR0TqvO08lk6H78rdv3xb+9hhCQkICtm/frjj/lStXdNq/6sAdXQPDpZ2xrlML21/P3X9exdVft7e3x5tvvqnxPUMsX5KTkyMMwGzUqJHi4Dyg//XA0KFDhYEyeZ+YX7lypfB/OGzYsGKbbYyIiIjIlDBATybljTfeENIHDhwQngTURnWdrHbt2hXJE0ibNm1CZmamnA4NDdV5KlNjmzFjhtqa7/kFbQIDA4XPc+zYMeFJPkNp3bq1kN61a5fB6ygtSsLvAoDw9AQAnaY3LAqqa6PqMmWz6vrdVLzu3LmDDh06COvv1qxZE/v374eLi0uh9q269vPDhw91Kq+6dqaZmZnO608bUt7j3sXFRXHAJScnB3///XdRNYsKUFQDUFRlZ2dj4MCB2L17t7ytTJkyWLt2LTp27GiwekyBsQYcasIAUMljav17c3NzYb3kXC1atFAb5KoP9pFIk6Luy69YsUK4hhkyZAgkSdL5lTu7RC7VgejaHDlyRKfArGrfKDAwUHHZV4GxrlML219PT09XGwxX2GuIwtA00Mra2hr9+vUr9L6fPHkiLJOky/k9KipK7dpGKRcXF/Tu3VtOR0REyH2v3377Td5ubm5e6CUUiYiIiEoLBujJpAQFBQlPPN26dQsRERGKyqqulRUcHGzIpgEAXrx4ga+++krYZuprZ23evBkLFiwQtrVr1w7t27fXmN/Kykp4LyUlBcuXLzd4u15//XVh5Pvu3btx48YNg9dTGpj67wJ4uT7jjh07hG0NGzYskrqUUr05lPdJMW0uXLiA48ePF0WTSA8xMTF4/fXXcf/+fXlb1apVcfDgQVStWrXQ+1ddWkPXwIPqmpjVq1fX66keQ8l73Cs95gFg+/btwndMxlOUA1DykiQJw4YNw6ZNm+Rt5ubmWL58OXr16mWwekxFu3bthLQxg4q6DnZhAKh4mWr/XtOTlIZ4uhLQv48kSRIWLVpkkDaQaSnqvrwkSVixYoWwLSQkRK99BQcHw8bGRk7v2bNHbdBJfmJjY7F3715FeXNycrBq1SphW5s2bZQ39BVgrOtU1f56RESE4oEAwMu/s3mD1mXLljXIdYS+OnTogCpVqgjbevXqZZBBmfqe3wHgl19+KVTdo0aNEtrx22+/4fjx48JT+Z06dUL16tULVQ8RERFRacEAPZkUc3NzDBkyRNg2c+bMAi++Dh48iMOHD8tpe3t79O/f3+DtmzZtmvBkwcCBA9G4cWOD12Moc+fOxYABA4RtdnZ2BV54TZkyRUjPmDFDWPvSEFxdXYWbMjk5OXj33XeFNf7oJVP/XQDA8uXL8c8//wjbevbsWSR1KeXm5iakjxw5UmCZ7OxsnabCp6KVkJCAjh074ubNm/I2FxcX7N+/32BPmL7++utC+siRI2rLI+QnIyMD8+fP17o/Y8t73CcmJiIyMrLAMsnJyZg8eXJRNovyUdQDUPIaO3asWnDkl19+0fiUbmnQsmVL2Nvby+k9e/YY7Sn6bdu24fnz54ryRkVFCYPCbG1tdVq/lwrPVPv33t7eSE5ORlJSkvwy1MABffpIALBo0SJcuHDBIG0g01LUffnDhw/j1q1bctrFxUXvPpO9vT26d+8up7OysvB///d/istPnz5d0VP0S5cuFQaQu7u7o1OnTro1tpQz1nWq6rFy9+5drF+/XlEbJUnCt99+K2xr1aqVxuX+jMXCwgI3b94Uzu+qfTR9VahQQRgsfOLECWFwQn4uXLhQ6AB927Zt4e3tLafDwsLU9mkKA+CIiIiITAUD9GRyPvroI2Fqs7///huzZ8/ON/+DBw8wfPhwYduECRPU1h7VRPUmRH6ys7Mxffp0/PDDD/I2Z2dntSfTTUFWVhbWrVuHZs2aYcqUKcLFmIWFBf744w/hokmT1157DZ07d5bTcXFx6NSpk+LvC3gZcN+6dSs++uijfPN8/PHHwoXx4cOHERISonhdyzNnzuDZs2eK21SSGeN38ffff2POnDlITU3VqW0bNmzAmDFjhG39+vUr9pHxqmvHfvrpp0hLS8s3f3Z2NoYNG8an501EUlISunTpIjxx4eTkhH379qFevXoGq6d169bw8PAQtoWGhhY4KCkzMxPDhg3D9evXhe2GWBu4MFSP+6lTp2od+JSamorevXsLN83JOIwxACXXxx9/rHaDdO7cucKTTqWNtbU1xo4dK6ezs7MxatQoRTepCys5ORlffPGForyq/aT+/fvDzs6uKJr1yihN/Xs7OzuUK1dOfpmbG+byvUmTJsJawZs3by5w7egdO3Zg0qRJBqmfioYp9+XDwsKEdN++fQs141BoaKiQ1mWa+4sXLxY4IPfEiRNqx/vYsWO5brYGxrhOrV27Npo3by5sGzNmDC5duqS1bZIk4eOPP0Z4eLiw3VCzkRSGtbW1cH63tLQ0yH4tLCzQrFkzOR0TE4N58+ZpLRMdHY3g4GBhqRd95e1bPn78WJiFwtXVFT169Ch0HURERESlhkRkgr7++msJgPAaM2aM9ODBAzlPdna2tGXLFsnDw0PIV6VKFSkxMVFRPRUrVpTatGkjLV68WLpz547a+0lJSdK6deskf39/oQ5zc3Np8+bNBvu8mrRp00aoc8qUKdL+/fuF1549e6S1a9dKixcvlj755BOpY8eOkoODg9p3B0AqV66cTm1+/PixVK1aNWEftra20oQJE6QLFy5IOTk5amUSEhKk/fv3SxMnTpTLtmnTRms9P/74o1pba9euLYWFhUkJCQlq+e/duyctXbpUatu2rQRAun37tuLPVNIV9e9iy5YtEgDJyclJGjZsmPTnn39Kjx490pj3+fPn0rZt26Ru3bqptal8+fLS3bt3DfrZc82YMUOoa/DgwfnmjY+Pl+zt7YX8zZo1k06cOCHky8zMlPbs2SM1adJEzlevXj2h3IwZM7S2K2/ego55VYMHDxbKv0rHtDa5v/G8r1mzZqmdB5W8NJ1L8vrjjz/U6qpQoYK0cOFCtbIZGRnS7t27pcDAQLUy3bt3L5LvQvUY0XY8Xrt2TTI3Nxfyd+vWTbp69aqQLy0tTdqwYYPk6emZ73G/fPnyfOu5ffu24t+iJqp/4141z58/l5o2bSp8B05OTtL58+cNXte3336rdqwWdE4zpurVqwttCw8PN9i+4+PjpQoVKgj779Onj5SUlKR4H0lJSdL8+fOlFStW5JtnwIABat+xubm5tGHDBq37nj17tlqZc+fOKW5bSXPkyBGN5+i5c+cK34Orq2u+53PVc5kmJal/b+jfvKOjo+Jza2hoqJDXwcFB+vXXX6W0tDQhX1RUlDRmzBj5b0ulSpWE31X16tW11sN+zn+K+jdgqn35lJQUtT75oUOHCrXPtLQ0teteTefP5cuXC3ny/s3p2LGjdPbsWSF/QkKCNHv2bMna2loo5+vrK2VkZGhtU2GuB0o6Y9y/iYiIkMzMzISytra20qxZs6SYmBghb3Z2tnTkyBGpc+fOau1q0KCBlJ2dbfDvQPU6dcGCBQbdf3BwsOL+0q+//irkNTMzkyZPniw9fvxYyBcXFyfNnTtX/tthZmYmeXl5FeqcnZCQoPb7yX199NFHenxyIiIiotLr1bsjSiVCdna29MYbb6h16C0sLKRatWpJ/v7+kpOTk9r7NjY20pEjRxTXo3rTtnz58lLDhg2lwMBAqUaNGpKVlZXGNixbtqwIP/1LqjfwCvPq1KmTFBUVpXMbLl26pBakz305OjpKPj4+UrNmzaT69etLlStX1phPyc2JDz74QGPZ3P/vpk2bSg0bNpRcXFzU8rxKN/mK+neRe1NP9eXi4iLVq1dPatasmeTv7y9Vr15d7eZI7svJyUntRpch6RKglyRJmjNnjsZ2urq6Sk2bNpUaNGigdnPP29tb2rZtm7CNAXrjM9T5r6AbWLlGjx6tsay5ubnk6ekpBQYGSr6+vpKdnZ3GfHXr1pXi4+OL5LvQJUAvSZL03nvvaWxjtWrVpMDAQMnHx0eytbUV3nvttdekpUuXCtsYoC86xhqAEhYWplZPq1at9KpHSWBUH0UZoJckSTpw4IBkYWGh9lv4/vvvpXv37mksc+fOHWndunVSaGioHFT65ptv8q1DNUCf+5nMzc2lSZMmSffv3xfyR0VFSe+8847a/8348eMN+tlNjer/tT4vJeeaktS/L84AfXR0tMaBvdbW1lLDhg2lpk2bSu7u7mrf065du4T/SwbolSvq34Cp9uVXrFgh1OHu7q5xsLeuBg0aVOA5VDVA//PPP0sNGjQQtrm5uUkBAQGSl5eXZGlpqfadODs7SxcvXiywPXnLvGoBemPdv9E06DD3VaNGDSkwMFDy8/NTOxfm/S3cvHmzSL4DUwrQZ2RkSI0aNVL7/Obm5pKXl5fUrFkzydPTU61/NH36dIOcs1V/m8DL4P+NGzf0/wKIiIiISqFX744olRhpaWlSSEiI4psVFSpU0PmmruoNvIJe7u7u0sGDB4vmA6sobIDezs5OCg0NlY4ePVqodsTGxmocea709c477yiq5+eff1YLGCl5vWo3+Yryd5HfTT2lr44dO0q3bt0q0s//2WefCXUOHz68wDKjRo1S/BkaNGgg3bt3TwoPDxe2M0BvfIU5FlVfSn4D2dnZ0ueffy6VKVNG5/136tRJevjwYZF9F6o3ub788kut+dPT0zXeJM3v1a5dOykxMVHtJjYD9EXHWMe36vmlMC9d/4+VKuoAvSS9nCVDU1AWePnknp+fnxQYGCh5eXlpDCAAugXo9+zZI/RpzM3Npdq1a0tNmzbNN0AXGBgoJScnG/yzm5LiCtAX9CrO/n1xBuglSZL27t0rlStXTtH3ZG1tLa1du1aSJIkBej0VV4Be6auo+vLt27cX6pk8ebJB9rtr1y5hvxUrVlR7yl1T3+bevXtqswbl93J1dZVOnTqlqD15y71qAXpJMs79G0mSpMWLF+t136BJkybS9evXDf/B/z9TCtBL0svBhnXq1FH8/UyaNEnKyckxyDn76NGjavtv166dfh+ciIiIqBTjGvRksqytrbFmzRps3LgRjRo1yjefnZ0d3nvvPURGRqJt27Y61TF9+nS0aNGiwPXvPD09MWfOHFy/fh3t27fXqY6iZGlpiXLlysHDwwNNmzZFSEgIvvzySxw8eBBxcXFYvXq12nrEunJxccGePXtw6NAh9OjRo8B1Uc3MzODv749p06bh0qVLWLFihaJ63nvvPdy8eRPjx4+Hq6ur1rxOTk4IDQ3FwYMHUaNGDaUfpVQoyt9Fp06dsHnzZowYMQJeXl4wMzMrsIyDgwMGDhyIgwcPYt++fQZfN1mV6hry9vb2BZZZvHgxVqxYgVq1auWbp1KlSvjiiy9w+vRpuLu7F7qdVPKYm5tjxowZuHjxIkaNGgUHBwet+S0sLNC+fXts3rwZe/bsQeXKlYusbboe91ZWVti2bRsWLFgANze3fPPVqFEDP/30Ew4cOAAnJyeDtJXIFA0aNAh///23xr8DDx8+xMWLF3Hq1Clcv34dT58+VctTpkwZnX7jfn5+2LJli9xnysnJwc2bN3H69GncuXNHLX9QUBD27t3LtecNpKT3742pU6dOOH36tNY1gcuUKYO+ffvi4sWLGDBggBFbR7oyxb783bt31db/DgkJMci+O3bsIfEDMAAAFZVJREFUKKxbHh8fj507dxZYzt3dHadPn8aUKVOEtdPzsrOzw8iRIxEZGYmmTZsapL2lnTHu3wAv1ziPjIzEhx9+CBcXF615zczMEBgYiOXLl+P48eOoW7euzvWVVB4eHjh9+jTGjh0La2vrfPM1b94ce/fuxbx58xSdM5QICgqCl5eXsG3EiBEG2TcRERFRaWImSZJU3I0gUiI6OhonT57EgwcPkJGRAScnJ9SrVw8tW7bUesGhRGpqKs6fP4/o6GjExsbixYsXsLW1hbu7Oxo3bow6deoY6FOUfJmZmTh16hRu376N+Ph4pKSkwM7ODs7Ozqhbty58fHzg6OhYqDokScKFCxdw7do1xMXFISkpCXZ2dnBzc4OPjw98fX1hYWFhoE9UshXl7+Lp06eIjIzE7du3ERsbi5SUFFhZWcHR0REVKlRAgwYNULduXYNdyCsxevRo/Prrr3L6s88+w8yZMxWVzT2uzp49i/j4eEiShEqVKsHX1xcBAQE8pkiQk5ODq1ev4tKlS0hISMDz589hbW0NJycn1K5dGwEBAfne1DW0Ll26YO/evXJ62bJlGDp0qKKyWVlZOH36NC5duoQnT57AwsICbm5uaNSoEfz8/IqqyVQAQ543w8PD873BPWTIEPzxxx8GqWfw4MEICwszyL7yqlGjhhC01vZ5CisrKwsrV67E4sWLcfbsWWRnZ+eb19raGq1atUL37t0xcOBAVKpUKd+8ISEhWLdunZyOiYmBm5sboqOjMWXKFGzfvh05OTlq5apWrYoPP/wQ48ePh7k5x00bGvv3uomJicHhw4dx//59pKamwsHBAZ6enggKCuIgrhLKFPvyxhYWFib0mZYvX44hQ4bI6RcvXuDIkSO4du0anj9/DmdnZ1SvXh3t2rWDra1tMbS49CjK69RckiThxo0bOH/+POLj4/Hs2TNYWlrCyckJHh4eCAwMhLOzs0HqKsmSk5Nx+PBhREdH49mzZ7CxsUG1atXQvHlzeHh4GLy+pKQkVK5cGSkpKQCAChUq4MGDByhbtqzB6yIiIiIqyRigJyKiEqNz587Yt2+fnFa9yUZUGnl5eSEqKkpOF2UAk+hV8fTpUxw/fhwxMTGIj49HVlYW7O3t4erqCm9vb3h5eRnsRnJsbCyOHDmCW7duISMjQ64jKCioVAfGiIiKW0EBeiIyvCVLlmDUqFFyeuLEiViwYEExtoiIiIjINGmf94+IiMhE5OTk4MyZM8I2X1/fYmoNkXEkJCQgOjpa2MbjnqjwnJyc0LVrV6PUValSJfTu3dsodREREREVp7wz3gHAyJEji6klRERERKaNcykSEVGJsGfPHiQkJMhpZ2dnNGzYsBhbRFT01q5dK0yN7ePjI6y3SkREREREZAoOHDiAc+fOyen27dujXr16xdgiIiIiItPFAD0REZm8hw8fYvz48cK2Pn36wMrKqphaRFT0rl69ihkzZgjbBg4cWEytISIiIiIi0iwlJQUTJ04Utk2aNKmYWkNERERk+jjFPRERmZyzZ8/iyZMnSEhIwMmTJ7F8+XI8e/ZMft/a2hofffRRMbaQyPCOHj2K5ORkxMXF4dChQ1ixYgXS09Pl911cXDBmzJhibCEREREREdHLa5e0tDSkp6cjKioKP//8M27evCm/36xZM3Tv3r0YW0hERERk2higJyIikzN58mT8/fff+b7/3XffwdPT04gtIip6b731Fu7cuaPxvTJlymDJkiUoX768kVtFREREREQk0nbtYmlpicWLFxu5RUREREQlC6e4JyKiEsPZ2RnLli3D2LFji7spREZTpUoVbNu2Db169SruphAREREREeXL0tISy5YtQ6NGjYq7KUREREQmjU/QExGRySpXrhwqVKgAX19fdOjQAUOGDIGTk1NxN4uoSDk4OKBixYpo3LgxOnXqhLfffhs2NjbF3SwiIiIiIiI1VlZWqFKlCtq1a4cPPvgADRo0KO4mEREREZk8M0mSpOJuBBERERERERERERERERERUWnHKe6JiIiIiIiIiIiIiIiIiIiMgAF6IiIiIiIiIiIiIiIiIiIiI2CAnoiIiIiIiIiIiIiIiIiIyAgYoCciIiIiIiIiIiIiIiIiIjICBuiJiIiIiIiIiIiIiIiIiIiMgAF6IiIiIiIiIiIiIiIiIiIiI2CAnoiIiIiIiIiIiIiIiIiIyAgYoCciIiIiIiIiIiIiIiIiIjICBuiJiIiIiIiIiIiIiIiIiIiMgAF6IiIiIiIiIiIiIiIiIiIiI2CAnoiIiIiIiIiIiIiIiIiIyAgYoCciIiIiIiIiIiIiIiIiIjICBuiJiIiIiIiIiIiIiIiIiIiMgAF6IiIiIiIiIiIiIiIiIiIiI2CAnoiIiIiIiIiIiIiIiIiIyAgYoCciIiIiIiIiIiIiIiIiIjICBuiJiIiIiIiIiIiIiIiIiIiMgAF6IiIiIiIiIiIiIiIiIiIiIyhT3A0gIiIiIiIyhBo1auDOnTta85QtWxZly5ZFhQoV4Obmhjp16qB+/fpo2bIlAgMDYWlpaaTWEhERERERERHRq8hMkiSpuBtBRERERERUWEoC9No4OTmhd+/eGDduHBo1amTAlhnG559/jpkzZ8rp8PBwtG3btvgaREREREREREREOuMU90RERERERACePn2KZcuWwd/fH/369cODBw+Ku0lERERERERERFTKcIp7IiIiIiIqlebOnQs/Pz9hW2ZmJhITE/H06VPcuXMHx48fx5kzZ5CWlibk27hxIyIiIrBhwwY+pU5ERERERERERAbDAD0REREREZVKTZo0URRcT0tLw8qVK/H999/j2rVr8vb4+Hh069YNu3fvRps2bYqwpURERERERERE9KrgFPdERERERPRKs7GxwciRI3Hp0iV88MEHwntpaWno168fYmJiiql1RERERERERERUmjBAT0REREREBKBMmTKYP38+5s+fL2yPi4vDlClTiqlVRERERERERERUmnCKeyIiIiIiojw++OADHD58GFu2bJG3rV69Gp9++im8vLwU7eP+/fu4evUqbt++jWfPngEAypcvj6pVq6JFixZwdnYukrbr6/r167h48SLi4uLw7NkzlC9fHlWqVEGrVq1Qvnz54m4eEREREREREVGpwQA9ERERERGRirlz52Lbtm3IyckBAEiShF9//VXt6fpcWVlZOHDgADZu3IgDBw7gzp07+e7bzMwMzZs3x9SpUxEcHAwzM7N880ZERKBdu3Ya38tvey5JkrS+n5ycjHnz5uGPP/7A7du3NeaxsLBA69atMWvWLLRu3Vrr/oiIiIiIiIiIqGCc4p6IiIiIiEhFrVq10KNHD2Hb1q1b880fEhKCrl274vfff9canAdeBs6PHz+ON998E3379kVKSopB2qyLHTt2oHbt2vj888/zDc4DQHZ2NiIiIvDaa69h1KhRyMrKMmIriYiIiIiIiIhKHwboiYiIiIiINOjdu7eQvn37dr7B9xcvXqhtc3FxgY+PD5o1awY/Pz9UrFhRLc/mzZsRHBwsP6lvDEuWLEGvXr0QGxsrbLe1tUW9evUQGBgIT09PmJubq5Xr27dvgU/mExERERERERFR/jjFPRERERERkQbNmjVT23b+/HlUr15dY/6KFSuif//+6N69OwIDAzUG5KOjo7Fs2TIsWLBADuofPHgQP/zwAz744AO1/H5+fti/fz8AYMWKFVi5cqX83ty5c+Hn56fTZzp48CDGjBkjDAjo0aMHJk+ejJYtW6JMmf8uERMSEvDbb7/hyy+/RFJSEgBg27ZtmDNnDj766COd6iUiIiIiIiIiopfMJD7+QEREREREpUCNGjWEJ9zDw8PRtm1bvfcnSRIcHByQnJwsb5s3bx4mTZqklvf48ePw9/eHtbW1on1fuHABr7/+OhISEgAAVatWxb///isEyFV9/vnnmDlzppzW9fM9ffoU9erVw6NHjwAA5ubmWLp0KYYNG6a1XGRkJNq2bYu4uDgAgJWVFe7cuQM3NzfFdRMRERERERER0Uuc4p6IiIiIiEgDMzMzVKhQQdgWExOjMW+LFi0UB+cBoFGjRpgzZ46cfvDgAfbt26dfQxVavHixHJwHgK+++qrA4DwA+Pj4ICwsTE5nZGTgp59+KoomEhERERERERGVegzQExERERER5cPJyUlI532avrBCQkJgYWEhp48dO2awfavKzs7Gjz/+KKc9PDwwefJkxeW7desGf39/Ob1p0yaDto+IiIiIiIiI6FXBAD0REREREVE+ypUrJ6QzMjIMtm87OztUqlRJTp8/f95g+1Z18eJFPHz4UE6HhITA0tJSp3106tRJ/vc///yD+Ph4g7WPiIiIiIiIiOhVkf8Ch0RERERERK+4pKQkIV22bNkCy1y9ehUbN27EuXPnEBkZicTERDx//hyZmZlayxVlwPvw4cNCOiAgQOd9eHh4COlr166hdevWhWoXEREREREREdGrhgF6IiIiIiKifDx79kxIqz5Rn9fly5cxduxYHDp0SK+6nj59qlc5Ja5duyak+/fvX+h9JiQkFHofRERERERERESvGgboiYiIiIiINJAkSe2p9ipVqmjMu2PHDvTp06dQU+Cnp6frXbYgT548Mfg+VQcvEBERERERERFRwRigJyIiIiIi0uCff/5BSkqKsK127dpq+aKiotC3b18hOG9mZobAwEAEBQWhVq1acHNzg7W1NaytrYWyb7/9Nh4/flw0HyCPong6Pycnx+D7JCIiIiIiIiIq7RigJyIiIiIi0uDUqVNq2/z9/dW2TZs2TXj6PTAwEH/88Qe8vb0LrMPMzKxwjVTI1tZWSH/77bdo0qRJofZZv379QpUnIiIiIiIiInoVMUBPRERERESkwcaNG4W0p6cn3N3dhW3JycnYuXOnnHZ1dcWePXvg7OysqI7ExMTCN1SBihUrCumaNWuiQ4cORqmbiIiIiIiIiIj+Y17cDSAiIiIiIjI1t27dwq5du4Rtb775plq+c+fOCVPbh4aGKg7OR0dHF+m683nVrFlTrW4iIiIiIiIiIjI+BuiJiIiIiIhUfPjhh8Ia6+bm5hg5cqRaPtX14728vBTX8ddff+nUJnNz8fJNkiTFZdu1a1eouomIiIiIiIiIyDAYoCciIiIiIspjwYIF2LJli7Bt0KBB8PT0VMurGiTP+zS9NpIkYdGiRTq1y87OTkinpqYqLhsYGCg82f/XX38hMjJSp/qJiIiIiIiIiKjwGKAnIiIiIiICkJWVhcmTJ2PSpEnCdjc3N8yePVtjGTc3NyF95MgRRXUtWrQIFy5c0Kl95cuXF9K3b99WXNbS0hITJ06U05IkYdSoUcjMzNSpDUREREREREREVDgM0BMRERER0SvtxYsXWLp0KRo2bIj58+cL79na2mLjxo2oVKmSxrJNmjSBlZWVnN68eTOOHTumtb4dO3aoDQJQon79+kJ606ZNOpWfMGECXF1d5fSRI0fQt29fPHv2TPE+UlJSsHDhQvz+++861U1ERERERERERC+VKe4GEBERERERFYWzZ88iKytL2JaZmYmnT5/i6dOn+Pfff3HixAmcOXNG43Txrq6u2LhxI1q2bJlvHXZ2dujTpw/WrFkDAMjOzkbXrl3x3XffYdCgQbC2tpbz3rhxAwsWLMCvv/6KnJwcVKpUCdnZ2Xjy5Imiz+Pv74+KFSsiPj4eABAREYH27dujf//+8PDwEAYKAECHDh2EtKOjIzZs2IDXX39dfnJ++/btqF+/Pj744AP069cPHh4eavXeu3cPJ0+exNatW/Hnn3/i+fPnmDFjhqI2ExERERERERGRyExSXTSRiIiIiIioBKpRowbu3LljkH2FhIRgwYIFalPYa3Lz5k00btwYz58/F7ZbW1ujbt26KFu2LGJiYnD//n35PQsLC/z5558YM2aM3Obq1avj33//1VrXF198gc8++0zRZ8jvUm/t2rUYOnQoXrx4ofZe5cqVUalSJZQtWxbPnj1DbGwsEhMT1fLNmDEDn3/+uaJ2EBERERERERHRf/gEPREREREREV6u8d6nTx+MHz8evr6+isvVrl0bGzZsQJ8+fZCcnCxvf/HiBS5duqSW39raGmFhYejatavObZw+fTqioqKwatUqncvmCgkJQZ06dTBw4EBERUUJ78XExCAmJkZreQsLC1SpUkXv+omIiIiIiIiIXmV8gp6IiIiIiEoFJU/QW1lZwdraGhUqVICbmxvq1KkDX19ftGzZEk2bNoWlpaXe9f/zzz+YOnUq/vzzT43vlylTBr169cJXX32FunXrqrVZyRP0uY4ePYo1a9bg9OnTuHXrFpKSkpCeni7kKehSLzs7G6tXr8Yvv/yC06dPIzs7O9+8ZcuWRcuWLdGtWzcMHDgQlStXVtROIiIiIiIiIiISMUBPRERERERkQDExMTh8+DDu37+P1NRUODg4wNPTE0FBQXByciru5mn07NkznDhxAg8fPkR8fDwyMzNhb2+PSpUqwdvbG15eXrC2ti7uZhIRERERERERlXgM0BMRERERERERERERERERERmBeXE3gIiIiIiIiIiIiIiIiIiI6FXAAD0REREREREREREREREREZERMEBPRERERERERERERERERERkBAzQExERERERERERERERERERGQED9EREREREREREREREREREREbAAD0REREREREREREREREREZERMEBPRERERERERERERERERERkBAzQExERERERERERERERERERGQED9EREREREREREREREREREREbAAD0REREREREREREREREREZERMEBPRERERERERERERERERERkBAzQExERERERERERERERERERGQED9EREREREREREREREREREREbAAD0REREREREREREREREREZERMEBPRERERERERERERERERERkBAzQExERERERERERERERERERGQED9EREREREREREREREREREREbAAD0REREREREREREREREREZERMEBPRERERERERERERERERERkBAzQExERERERERERERERERERGQED9EREREREREREREREREREREbAAD0REREREREREREREREREZERMEBPRERERERERERERERERERkBAzQExERERERERERERERERERGQED9EREREREREREREREREREREbAAD0REREREREREREREREREZERMEBPRERERPT/2rNjAQAAAIBB/taz2FUaAQAAAAAMBD0AAAAAAAAADAQ9AAAAAAAAAAwEPQAAAAAAAAAMBD0AAAAAAAAADAQ9AAAAAAAAAAwEPQAAAAAAAAAMBD0AAAAAAAAADAQ9AAAAAAAAAAwEPQAAAAAAAAAMAuswF4g43IBXAAAAAElFTkSuQmCC\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -1805,7 +1812,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAB3QAAARHCAYAAAALAFK0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAuIwAALiMBeKU/dgAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nOzdd3RU1drH8V96IJVIQighoUpTqqhYaIqCCiidixTBK0UvekWu6ItUEQTbvSCgUsQCIihSpYg0KdI7SAmhGAhgQkJC+rx/ZDHmZCbJTMgkE/h+1spa7JO993kmc85OmOfsvV1MJpNJAAAAAAAAAAAAAACn41rcAQAAAAAAAAAAAAAArCOhCwAAAAAAAAAAAABOioQuAAAAAAAAAAAAADgpEroAAAAAAAAAAAAA4KRI6AIAAAAAAAAAAACAkyKhCwAAAAAAAAAAAABOioQuAAAAAAAAAAAAADgpEroAAAAAAAAAAAAA4KRI6AIAAAAAAAAAAACAkyKhCwAAAAAAAAAAAABOioQuAAAAAAAAAAAAADgpEroAAAAAAAAAAAAA4KRI6AIAAAAAAAAAAACAkyKhCwAAAAAAAAAAAABOioQuAAAAAAAAAAAAADgpEroAAAAAAAAAAAAA4KRI6AIAAAAAAAAAAACAkyKhCwAAAAAAAAAAAABOioQuAAAAAAAAAAAAADgpEroAAAAAAAAAAAAA4KRI6AIAAAAAAAAAAACAkyKhCwAAAAAAAAAAAABOioQuAAAAAAAAAAAAADgpEroAAAAAAAAAAAAA4KRI6AIAAAAAAAAAAACAkyKhCwAAAAAAAAAAAABOyr24AwDyExcXp40bN5rLYWFh8vLyKsaIAAAAAAAAAAA5paSk6Ny5c+Zy8+bNFRgYWIwRAcDtgYQunN7GjRvVsWPH4g4DAAAAAAAAAGCHJUuWqEOHDsUdBgCUeCy5DAAAAAAAAAAAAABOioQuAAAAAAAAAAAAADgpllyG0wsLCzOUlyxZourVqxdTNAAAAAAAAAAAa06ePGnYPi/nZ7sAgIIhoQun5+XlZShXr15ddevWLaZoAAAAAAAAAAC2yPnZLgCgYFhyGQAAAAAAAAAAAACcFAldAAAAAAAAAAAAAHBSJHQBAAAAAAAAAAAAwEmR0AUAAAAAAAAAAAAAJ0VCFwAAAAAAAAAAAACcFAldAAAAAAAAAAAAAHBSJHQBAAAAAAAAAAAAwEmR0AUAAAAAAAAAAAAAJ0VCFwAAAAAAAAAAAACcFAldAAAAAAAAAAAAAHBSJHQBAAAAAAAAAAAAwEmR0AUAAAAAAAAAAAAAJ0VCFwAAAAAAAAAAAACcFAldAAAAAAAAAAAAAHBS7sUdAAAAAAAAAAAAAAqPyWRSZmamTCZTcYcClCguLi5ydXWVi4tLcYdiQEIXAAAAAAAAAACgBDOZTEpOTlZCQoISEhKUmppa3CEBJZqbm5t8fHzk5+cnHx8fubm5FWs8JHQBAAAAAAAAAABKqKSkJP35559KS0sr7lCA20ZGRobi4+MVHx8vSfLz81P58uWLLbHLHroAAAAAAAAAAAAlUFJSks6ePUsyF3CwhIQERUVFFdu9RkIXAAAAAAAAAACghLmZzGWfXKBopKSk6MyZM0pJSSnyc7PkMgAAAAAAAAAAQAliMpn0559/WiRzPTw85O/vL19fX3l4eMjFxaWYIgRKJpPJpIyMDN24cUMJCQlKSkoy3Gfp6em6dOmSKleuXKRxkdAFAAAAAAAAAAAoQZKTky2WfvXz81PFihVJ4gK3yMPDQ97e3ipTpoxSU1N17tw5paammr+fmJiotLQ0eXh4FFlMLLkMAAAAAAAAAABQgiQkJBjKHh4eJHMBB/D09FR4eLhcXY0p1WvXrhVpHCR0AQAAAAAAAAAASpCcCV1/f3+SuYCDuLu7y9/f33CMhC4AAAAAAAAAAACsMplMhuVfJcnX17eYogHuDDkTumlpaRZ7WDsSCV0AAAAAAAAAAIASIjMz0+JYUe7lCdyJct5jJpOJhC4AAAAAAAAAAAAsWUsisdwy4Fg599CVrD9c4bDzF9mZAAAAAAAAAAAAAAB2IaELAAAAAAAAAAAAAE6KhC4AAAAAAAAAAAAAOCkSugAAAAAAAAAAAADgpEjoAgAAAAAAAAAAAICTIqELAAAAAAAAAAAAAE6KhC4AAAAAAAAAAAAAOCkSugAAAAAAAAAAAADgpEjoAgAAAAAAAAAAAICTIqELAAAAAAAAAAAAAE6KhC4AAAAAAAAAAAAAOCkSugAAAAAAAAAAAADgpEjoAgAAAAAAAAAAAICTIqELAAAAAAAAAAAAAE6KhC4AAAAAAAAAAAAAOCkSugAAAAAAAAAAAADgpEjoAgAAAAAAAAAAAICTci/uAAAAAAAAAAAAAAAUj/3792vXrl2KiYmRl5eXQkND1axZM0VERNxSv5mZmfr999914sQJxcTEKCMjQyEhIapSpYqaNWsmDw+PwnkBdwBm6AIlzJkzZ+Ti4mL+6tu3b3GHBKAQjR492nCPb9iwIc/62eu2aNGiSGIsSRgzAQAAAAAAcCfbsGGD4fOx0aNHm783f/581apVSw0aNNCAAQP01ltv6fXXX9c//vEPValSRQ888IC2bNli9zljYmL08ssvKyQkRA8++KB69+6tYcOG6T//+Y/69eunFi1a6K677lKfPn0UFRVViK/29kVCFwAAAAAAAAAAALhDpKamqlevXurZs6eOHz+ea70dO3aoRYsWmjt3rs19L1y4UNWrV9e0adN09erVXOslJCRo3rx5uvvuuzVt2jR7wr8jkdAFAAAAAAAAAAAA7hB9+vTRN998Yy6XKVNG9957rxo1aqTAwEBD3YyMDA0YMEA7d+7Mt9/PP/9cPXr0UEJCguG4r6+v6tatqwYNGlj0n5KSopdfflljx469hVd0+yOhC+CW3elLms6dO9fw+u15WgkAitqdPmbbIiIiwvzzudW9YgAAAAAAAJzJV199pQULFkiSnnzySW3btk1Xr17V/v37tXv3bl25ckU//vijKlSoYG6TkZGhl19+Oc9+9+zZoyFDhigzM9N8rHLlylq4cKGuXLmiQ4cOae/evbpy5Yp+/vln1a1b19B+1KhRWrVqVSG+0tuLe3EHAAAAAAAAAAAAAMdLz8hU9LXk4g7jjlA+wFvubs43r/L06dOSpJEjR1qdFevm5qaOHTuqTp06atiwoZKSkiRJv//+u/bv36/69etbtDGZTOrbt6/S0tLMx+rXr68NGzZYzMh1c3PTE088oRYtWqhdu3Zav369+Xv9+/fXqVOnVKpUqUJ5rbcTEroAAAAAAAAAAAB3gOhryXrk/V+LO4w7wubhLRUWVLq4w7CqQ4cO+S5xXLNmTb3yyiuaNGmS+diqVausJnTXrl2rgwcPmsulS5fW0qVLLZK52Xl5eemHH35QrVq1dPHiRUlSdHS0vv32W/Xv39/el3Tbc75HAwAAAAAAAAAAAAA4xIQJE2yq161bN0N5z549Vut98cUXhvJrr72mypUr59t/QECARo8ebTj22Wef2RTbnYaELgAAAAAAAAAAAHAHuOeee1SnTh2b6tarV0/u7n8v9nvu3Dmr9TZt2mQo9+vXz+Z4evToYVhieffu3eZlnvE3EroAAAAAAAAAAADAHaBJkyY21/Xw8DAsm3zt2jWLOmfOnNGlS5fM5fDwcFWrVs3mc/j7+xtiysjI0M6dO21uf6dgD13gDnP9+nUdPnxYx44d09WrV3Xjxg0FBASobNmyatSokWrWrFncIRrExcVp69atio6O1uXLl+Xt7a3g4GA1bNjQ5qeIcpOQkKC9e/fq+PHjiouLU0pKikqXLq0yZcooIiJCderUUbly5QrplRSNzMxM/f777zpx4oRiYmKUkZGhkJAQValSRc2aNZOHh0dxh2gzR7731hw6dEhHjx5VdHS0rl+/rnLlyql37955/szOnz+vw4cPKzIy0vzHTFBQkCpWrKgHH3xQZcqUKfQ4ncnx48d14MABXblyRX/99Zf5Papdu7bq168vT0/PAvV79uxZ/f7777p06ZKuXbumoKAghYaG6qGHHlJwcHAhv4qs17Fjxw79+eefcnNzU0hIiJo2baratWsXSv/79u3TkSNHFBMTo+TkZIWEhCgsLEwPP/yw4enDwrJr1y6dPHlS0dHRSk5OVnh4uHr27Fno5ylsKSkp+u2333T+/HlFR0fLzc1N9913n5o3b55rm7S0NB0/flxHjhzRxYsXlZCQIB8fHwUFBalWrVpq1KiR4SnS4paamqrt27frzJkzunz5sjIzMxUcHKwaNWrogQcekJubW3GHCAAAAAAAbnMhISF21ffx8dGVK1ckSTdu3LD4flRUlKF877332h1T/fr1tXnzZnP57Nmzdvdxu3OeT7gAOMwff/yh+fPn6+eff9auXbuUnp6ea93Q0FANGjRIr7zySr7JqIiICIvBWpK+/PJLffnll7m2mzNnjvr27Ztn38uWLdOUKVO0devWXOOtXLmyXn31VQ0ePFheXl559pfdnj17NH78eK1YsUKpqal51q1SpYqeeuopDRo0yJBEPHPmjKpUqWK1Tb9+/fJcUiIyMlIRERE2x2uLmJgYjR07VgsWLNDVq1et1vHz89Ozzz6rsWPHKjw8PM/+6tWrp8OHD5vLJ0+etOupKklKTExUaGiorl+/Likr0RkdHZ1vks8R7/2GDRvUsmVLc3nUqFEaPXq00tPTNX36dM2cOdPwem/q1KmT4Qm09PR0rVu3TosWLdK6deusXv83ubi46IEHHtDw4cPVoUMHubi45BtnSXDlyhVNnjxZ8+fPz3WJFSnrD73HH39cL774otq2bZvv68/MzNTcuXP10Ucf6dChQ1bruLq6qmnTpnrrrbf0zDPP3NLrkKQ1a9bo7bff1q5du6x+v3bt2po0aVKBzpWQkKBJkyZpzpw5+vPPP63W8fb21pNPPqlx48apXr16NvU7d+5cw/hyczy9ceOGpkyZojlz5igyMtLQJiAgQD179nTomG2Lvn37Gs5zcyw8f/68xo0bp4ULFyouLs7QpkOHDhYJ3StXrmjhwoVavny5Nm/ebB5jrPHx8VH37t315ptvqnr16nbFd1NUVFSe12+fPn00d+7cPPs+dOiQxo4dq1WrVuUab2BgoHr16qWRI0fa/R8rAAAAAAAAW3l7exe4rclksjgWGxtrKJctW9bufnO2ydknSOgCt73ly5fblYy4ePGiRo0apc8++0w//vij7rvvPgdGZykmJkbdunXThg0b8q179uxZ/fvf/9aMGTO0cuVKmxKOEydO1Ntvv63MzEyb4omMjNTUqVMVEBCg8ePH29SmqC1cuFADBgxQQkJCnvUSEhI0b948fffdd/rggw80ZMiQXOv26dNHw4cPN5fnzZunMWPG2BXX4sWLDYmL7t2755nMdfR7n1NsbKzat2+vLVu22Nyme/fuWrx4sU11TSaTtm3bpmeffVbPPfec5s2bJx8fH7vjdCYzZ87UsGHD8kyg3ZSYmKglS5ZoyZIl+T7EcOHCBbVv31579uzJs8/MzExt375d7du3V9u2bfXdd9/Jz8/P3pchSRo+fLgmT56cZ52jR4+qffv2Gjt2rEaOHGlz3xs3blTXrl0VExOTZ73k5GQtWbJEy5Yt03/+8x+9++67Np8ju6ioKLVr105HjhwpUPvitG7dOnXu3Nnqcj3WxMbGqnz58nk+mJRdYmKiZs2apa+//lozZswolMS0PdLT0/Xaa6/p008/zff3TlxcnKZOnaovv/xS8+fP11NPPVVEUQIAAAAA7iTlA7y1eXjL/CvilpUPKHjitCTJ+VlhQT4Dzdkmv8+670QkdIHbXHJyssWxUqVKKSwsTH5+fnJxcdHVq1cVFRVl+LD5woULatGihXbt2lVoy47m58SJE3riiScsZpe5uLgoPDxcZcuWVUpKiiIjIw2/JP744w89+OCD2rJlS55LRs+aNUsjRoywOO7n56eIiAj5+Pjoxo0b+uuvv3T+/HmrTxs5m88//1wDBw60SBT4+voqPDxcHh4eOnPmjGHWW0pKil5++WVdvXpV77zzjtV+e/XqpREjRigjI0OS9PXXX2v06NF2zTLNOdOtT58+udZ19HufU3p6ukUyt0yZMgoLC5OUlSCzlmCydj8FBwcrODhYfn5+Sk5O1oULF8xLkNz0ww8/6Nq1a1qzZo1cXUvm9vWvvvqqPvnkE4vjbm5uqly5ssqWLavk5GRdvHhRly9ftrnfyMhItWjRwmIZFVdXV0VERCgoKEiXL1+2mFm6atUqtWzZUmvXrrV7aes333zTkMz18/NT5cqVVapUKUVFRVnE/84776hu3bp67rnn8u17xYoV6ty5s8W14u3trYiICJUuXVrnzp0znCMjI0MTJkzQxYsXNWvWLLteS3x8vNq0aaM//vjDfCwkJEQVK1ZUSkpKnrPIi9vevXvVq1cvJSUlmY+Fh4crODhYsbGxVpfWycjIsEjm3rwGAwIC5OXlpWvXrikyMlIpKSnmOikpKerXr59cXV3Vu3dvx72obJKSkvTcc89p9erVFt8LDQ1VaGioXF1ddf78eUPyPyEhQR06dND8+fPVpUuXIokVAAAAAHDncHdzVVhQ6eIOA7cRX19fQzkxMdHuPnK2KegkjtsZCV3gDuDm5qYnn3xS7du3V6tWrVS1alWLpFJCQoKWLl2qsWPHmhMDSUlJ6tmzp/bs2WM1kffNN9/oxo0bunTpknr16mU+3qZNG73xxhu5xlO3bl2LY0lJSerQoYMhoVelShW9+eab6tKliyFhc3PZ27fffts8o+/y5cvq1q2btm/fbnUJ3pSUFMOMUylrOd0RI0aoUaNGFq8vISFBO3fu1MqVK/X1119b9BcaGqq1a9dKylq2NXty6I033lCbNm1yff2hoaG5fs8ee/bs0ZAhQwzJ3MqVK2vKlClq3769+eeQkZGhdevW6fXXXzcsKzxq1Cjdd999atu2rUXf5cuX1+OPP66ff/5ZknT69Glt2bJFjzzyiE2xnTt3zjDTtlatWmratKnVuo5+76354osvdOnSJUnSY489pjFjxuiBBx4w3xcmk0m//PKL1f1Ny5Ytq65du+qpp55S06ZNrS4hcvLkSc2ePVsfffSRObH3yy+/6JNPPtFrr71mU4zO5JNPPrFI5latWlXvvPOO2rdvb5FQPXfunFavXq358+dr/fr1ufabnp6uHj16GBJ37u7uGjZsmF555RVVqFDBfPzUqVOaOHGivvjiC/Ox3bt3a9CgQVqwYIHNr2XTpk3ma+3+++/XuHHj1LJlS/M+qyaTSRs3btSgQYN07Ngxc7t//etfat++fZ77sZ47d069evUyJHPvuusuTZw4Ud27dzf8cbtt2zYNHz7c8FDB7Nmzdd9992ngwIE2v54JEyaYr+Vu3brprbfeMuxTkpaWpnXr1kkq3DG7MAwaNEhJSUny9vbWsGHDNHDgQFWsWNH8/bi4OB04cMBq2yZNmui5557TE088obp161rc++np6dq4caMmT55sSKgOGTJELVu2ND+8kd3w4cPNP5devXqZf67lypWz+nvgpuzXac7Xl/3cvr6+eu2119SvXz+LJfv379+v8ePHa9GiRZKyxu3+/furYcOG+S4VDQAAAAAAUJxyfjaY25aAeck5QcbeCRx3BBPg5A4dOmSSZP46dOhQcYdUrCIjIw0/jz59+uRZ//Tp06YzZ87Y3P+NGzdM7dq1M5xj5cqVhRqTNQMHDjT08cwzz5gSEhLybJOcnGx69tlnDe0+/PBDq3VXrFhhqNe7d2+bY0tJSTGdOnUq1+/PmTPH0PecOXNs7rugMjMzTffcc4/hvPXr1zfFxsbm2iY5OdnUqlUrQ5vy5cubkpKSrNafP3++oW7//v1tju/dd981tH3vvfdyrevo995kMpl+/fVXQ92bX6+++qrNr8lkMpm2bt1qunHjhs319+7dawoKCjKfr2LFiqa0tLQ824waNcoQ46+//ppn/ex1mzdvbnNstjp48KDJw8PDcJ7OnTubkpOTbWq/a9cuU1xcnNXvTZkyxdCvp6enadWqVXn299lnn1m8jz/++GOu9XOOTze/+vbta0pPT8+1XUxMjKlChQqGNkuWLMkztqefftpQPywsLM/xNyMjw/T8888b2pQuXdp04cKFXNvkHG9ufn388cd5xpZdYYzZBdGnTx+LuH19fU2bN2+2uY+kpCTTtm3b7Drv2LFjDeccPnx4vm3Cw8PN9cPDw+06n8lkMi1YsMBwzmrVqplOnjyZb7v333/f0K59+/Z2nxsAAAAAihOf5RaNtLQ005EjRwxf+X3mhDtXzs9GR40aZVf7/D4nyflZU0E+S3nkkUcMfWzcuNHuPhytuO+7krnuIwCbValSReHh4TbX9/b21ldffaWAgADzsTlz5jgiNLNz584ZZt3de++9+v777y2WasjJy8tLX3/9tWFvzk8++cS8THB22ZcjlaTBgwfbHJ+np6eqVq1qc/2isHbtWh08eNBcLl26tJYuXarAwMBc23h5eemHH34wzBCOjo7Wt99+a7V+x44dDdfBokWLrC45bM28efPM/3Z1dTXMBsyuKN773DRr1kwffvihzfUl6cEHH5S3t+17XzRo0EDvv/++uXzhwgWtWbPGrnMWtwkTJigtLc1cfvjhh/Xdd9/ZPBu6cePGhuvopoyMDItZvxMmTNCTTz6ZZ38vvviixQzWDz74wKZYbmrSpIk+++wzubm55VonODjYYt/cVatW5Vr/+PHjWrFihbns6uqqRYsW5Tn+urq6avbs2brnnnvMx5KSkjR9+nRbXoZZ9+7dNXToULvaOIspU6bo4Ycftrl+qVKl9MADD9h1jpEjRxpWF5g7d65d7e1lMpk0evRoc7l06dJavXq1TXt9v/HGG4ZllpctW2bx+wsAAAAAAMCZREREqFy5cuZyVFSUTp8+bXP7hIQE7dq1y1x2d3dXkyZNCjXG2wEJ3TtMcnKy1q9fr08//VTvvvuuJk+erPnz59t1c+H2FxQUZFiGd+vWrQ4937Rp0wx7Ik6ePNnmZFHp0qUNS9hGRUUZBv+bbty4YSh7eHgUMFrnkD0JKkmvvfaaKleunG+7gIAAQ6JBkj777DOrdb29vdW1a1dz+dq1a1qyZEm+59ixY4eOHz9uLrdu3VqVKlWyWrco3vvcjB071q49gQuqe/fuhsSho++nwhQdHa2FCxeayzcTkIWxD/Dq1at17tw5czk8PNzmpOS7776r0qX/3utly5YtOnr0qM3nHjt2rE1jQPbrX5J5mW9rZs2aZdh3u0ePHrkuM56du7u7Ycl2KWtvbJMde3iPGzfO5rrOpHLlynrxxReL5Fz/+Mc/zP+OiYnRyZMnHXau1atXG5brHjp0qE3J3Jv+7//+z/xvk8mkH3/8sVDjAwAAAAAAKGzNmzc3lO15oH7+/PmGz++bNGli+OwPWUjoFoPRo0fLxcWlwF99+/a1+5yXL1/Wyy+/rLJly6p169YaMmSI/u///k/Dhw9Xz549Va1aNTVp0kQ//fRT4b9glEjZ9/e7cOGCLl++7LBzrVy50vzv0NBQPfbYY3a1z7lf7ebNmy3q5NzjMK/9EEuCTZs2Gcr9+vWzuW2PHj0Me8Pu3r1bSUlJVuv26dPHUP7yyy/z7T/77FxrfWRXFO+9NeXKlVOrVq3sOldB+fj4KCQkxFzeu3dvkZy3MPzyyy+GWc9t27ZVjRo1CqXvjRs3Gsq9e/fOc3/a7IKCgtSxY0fDsZz3RG4CAgL0xBNP2Hye7A9KZE9A55Tz9bzwwgs2nUOSHn/8ccNDD5cuXbJ5VuZ9991XYvdY7datW6E8HGCLnHvWOvI+zD6uSdLzzz9vV/t7773XsJKCreMaAAAAAABAcRkwYICh/OGHH+r8+fP5touPj7eYgFRUEwBKGhK6d4ANGzaoTp06mjZtmhITE3Ott3v3bnXs2FF9+vRRampqEUaIohIXF6dZs2apX79+atSokcqXLy8fHx+rDw689957hrY5NyUvLLGxsTp06JC53KhRI7s/4M85M9XaTL1WrVoZZkl+9NFHGjx4cImcnX7mzBldunTJXA4PD7dr9pe/v79hyYqMjAzt3LnTat2HHnrIkMBbu3atLl68mGvfqampWrBggbns5+enZ5991mrdonrvrWnSpMktz849fPiwxowZow4dOqhGjRoqW7asPD09rd5P0dHR5naOupccIWciqV27doXW944dOwxlexPsrVu3NpS3b99uUzt7r7Psyfhr165ZrZOSkqJ9+/aZyx4eHnYtI+zq6qqWLVsajtn6emyZBeysbjX2tLQ0LVu2TK+88ooeffRRVapUSf7+/nJ1dbW4B3Mm8R15H2a/b3x8fFSrVi27+wgLCzP/257Z5wAAAAAAAMXhscce07333msuJyYmqkOHDrl+niZlfZbcpUsXw2en5cuXV8+ePR0aa0lFQvc2t2XLFrVr187ig8vAwEA1bNhQERERFnsIzps3Tz169LBruUc4t8TERA0fPlyhoaEaMGCA5s6dq7179+rixYu5zszMKS4uziGxHT9+3HCtrVy50u5Z6z4+PoY+//rrL4vzhIWFWcyYmz59unl2+ptvvqmVK1dabetsoqKiDOXsvyhtVb9+fUP57Nmzudbt3bu3+d8ZGRn65ptvcq27fPlyw8+wS5cuuS6PUVTvvTU5Z+vZ4+DBg2revLnq1aun0aNHa+nSpTp58qSuXr1q2Gs2N466lxzh1KlThnJh7l1xq9exPddwdtkTtLbIfo3lXLr9posXLxoehKpVq5Y8PT3tOk9BX8+tXMvFraCxm0wmzZo1S5UqVVL79u01depUbd68WRcuXFBCQoJNf7848j7MnoBNTEy0mmDO7yv7QzYl4fcSAAAAAAC4s7m4uGjOnDmGbc727NmjBg0aaPHixYbPzjIzM7V27Vo1adJEa9asMfQze/ZseXt7F1ncJYltaxvCoaZMmWLxQW5eci4dm5vY2Fh169bN8AF0eHi4PvnkE7Vv3948O+38+fMaP368Zs6caa73ww8/6AnocSEAACAASURBVKOPPtK///1vm+OCc7py5YpatWqlgwcP3lI/KSkphRSR0dWrVwu9z9ye+vnvf/+rixcvatmyZYbju3fv1u7duzVp0iS5uLiofv36atu2rf7xj3+obt26hR7frYqNjTWUy5Yta3cfOdvk7DO7559/Xu+88445STJv3jy9/vrrVuvmXJI5r+WWi/K9z8nf379A/S9fvlydOnW6pVUMHHUvOULORJK9ydC8ZL/mXF1dFRQUZFd7e67h7BzxB2FR35PZFfRadgYFiT0zM1N9+vS55WXzHXUfJiYmFnrfto5rAAAAAAAAxalRo0aaNm2aBg4cqMzMTElZq0127txZfn5+5gmGUVFRVj/7GjNmjJ588smiDrvEIKHrBBo3bqwWLVoUer+TJ0/Wn3/+aS5XqVJFW7ZssUgIV6pUSTNmzFDlypX19ttvm4+PHTtW/fr1U5kyZQo9NhSdLl26WCRzw8LC1LJlS9WpU0eVKlWSr6+vSpUqZViGdN68efrqq68cHp8jZknd/GWRk7e3t3766SctWLBA77//vmGJ1JtMJpP27dunffv26b333tNTTz2ljz/+2Kn2qLx+/bqhnHOWqi1ytklISMi1bnh4uFq0aKFff/1VknTgwAHt27dPDRo0MNS7cuWKVq1aZS5XqVJFjzzySK79FuV7n1P2J8Vs9ccff6hz586GZK6Li4uaNm2qZs2aqWrVqgoNDZW3t7dF0rBXr16GZbJLipzXha+vb6H1nf06zm0Wd17suYYdrajvyewKci07i4LEPm7cOItkrr+/v1q0aKHGjRsrLCxMgYGB8vb2NvS/f/9+DRs27JZjzo8jxjVWTAEAAAAAACXFiy++qICAAA0YMMDw+VZCQkKuk868vLz0wQcfaMiQIUUVZolEQvc2dfnyZf3vf/8zHPv888/znN07YsQIrV69Wps2bZKUNSNkypQpevfddx0aKxxn6dKl2rBhg7ns5+en6dOnq0ePHvnuIfnLL784OLosORM5LVu21FtvvXVLfeb1EIKLi4t69OihHj166MiRI1q7dq02bNigLVu2WN1TccWKFdq0aZNWrFiRZ3KyKOVMquW1N3Zucrbx8/PLs36fPn3MCV0pK+GfM6H77bffGpYc7t27d5771Bb1e3+r3nzzTcPMu6ZNm+rLL7+0aX/MW92vt7jkvC6uX79eoNmn1vj6+ppnHtq69Ht29l7DjlQc9+Sd6NKlS5o0aZLh2IgRI/TWW2/l+7BBRkaGI0MzyzmuBQUF6bvvviuScwMAAAAAADiDrl27qkWLFho7dqzmz5+f63ZSfn5+evbZZzVmzBhFREQUbZAlEAnd29SCBQsMM4YeffRRtW7dOs82Li4uGjVqlKHe7NmzNX78+BKbjLjTLViwwFCeOXOmevToYVPbotqzL2dyyNvbW4899liRnLtOnTqqU6eOhg4dKpPJpGPHjmnNmjVatGiRtmzZYq6XkJCgzp0769SpU4U6Q7GgciYtC7J0cc7kdX6J0E6dOmnIkCHmpNO3336r999/X+7uf/8amTdvnvnfLi4uhr13rSnO995e169f14oVK8zlcuXK6eeff7Y5gWzr8rnOJucyyDExMYX2x1WZMmXMCd3MzEzFxsbalZC39xp2pOK4J+9EP/30k2EbiX/+85+aMGGCTW2L6ndaYGCg3N3dlZ6eLilr32VnHdcAAAAAAMCdoUWLFre0AtiZM2fsbhMSEqKpU6fqk08+0e+//64TJ04oJiZGmZmZCg4OVtWqVdWsWbMSvfpcUct7ih5KrJ9++slQ7t+/v03tWrZsqSpVqpjLFy9e1Pbt2ws1NhSd7O/dXXfdpa5du9rc9vDhw44IyUL2602STp48WSTnzcnFxUW1a9fW0KFDtXnzZm3atMmQcIyJiSmSJahtER4ebijv37/f7j5ytsnZZ06+vr7q1KmTuXzp0iWtXr3aXD58+LB2795tLj/88MOqWrVqnn06y3tviz179hiWWu7Ro4fNCbeTJ0+WqH1zs6tRo4ahvGvXrkLr+1avY3uvYUcqX768PD09zeVjx47Zvc+yM70eZ5Xz75HBgwfb3Laofqe5uLgY3rsbN24Ytr8AAAAAAAC4k7i5uenBBx9U7969NWzYMA0fPlz9+vVT8+bNSebaiYTubej69evmZZNvatOmjU1tXVxcLGaSLF++vNBiQ9HKvmdn9erV5ebmZlO7+Ph4Q3IuPzmXb7bnaZ9KlSoZ9qc9ceKEzp07Z3N7R3nkkUc0ceJEw7Hss3azu5XXXxAREREqV66cuRwVFaXTp0/b3D4hIcGQmHN3d1eTJk3ybdenTx9DOfuM3Oz/tlbXGmd9763Juf/t3XffbXPb9evXF3Y4RSbnMuMrV64stL4feOABQ9nen1PO+jn7K0qenp5q2LChuZyamprreGGNyWQyLI8vOfb1FPWYVViK8j7M/jOy9+fTsmXLWzo3AAAAAAAAkBMJ3dvQ4cOHDftYVqlSRaGhoTa3f+ihhwzlffv2FVpsKFrZP4S2Z7bY7NmzlZycbHN9Hx8fQ9ne/TCffPJJQ3nq1Kl2tXeUnPeCtT12pVt//QXRvHlzQ3nu3Lk2t50/f75h2dImTZpY7PtoTcuWLQ0zz5YuXaq4uDhlZmbq66+/Nh8vVaqUunTpYlMszvre55QzoWPr/WQymTR9+nRHhFQkWrdubVhWe9WqVTpx4kSh9J3zGv7666/Ny9TmJzY2Vj/++KPh2KOPPloocRXUrdyTa9euNTzMUL58edWsWbOwQrNQHGNWYSjofbhv3z5t27bNrnNl/xndLr/TAAAAAAAAUHKxh66TSElJ0enTp3X16lV5eHjorrvuUoUKFWxKsuR09OhRQ7lOnTp2tc9ZP2d/KDlCQ0MVGRkpKSvRHxcXp8DAwDzbXLhwQWPGjLHrPP7+/nJzc1NGRoYkmc9pq9dee00zZswwJ3P+97//qVu3bmrUqJFd/RQ2W/e0zLnPqL2vvyAGDBighQsXmssffvih/vnPf6pSpUp5touPj9fo0aMNx1588UWbzuni4qLnn39e48ePlyQlJydr4cKFioiIMCwp+uyzz8rf39+mPp31vc8p50MxW7Zs0b/+9a98202fPr1EPxRTrlw5de/e3Zywz8zMVP/+/bVhwwaLWZ72atOmjSpXrqyzZ89Kyrpvpk6dqldffTXftiNHjjQk2R555BHVqlXrluK5Vf3799fkyZPNScdvvvlGQ4cOVePGjfNsl5GRoeHDhxuODRgwwGFxSrc+ZhcXa/dhu3bt8myTkZFh19LMN2Uf169evaqEhAT5+fnZ1LZjx46qXr26eRn5HTt2aPr06Ro0aJDdcQAAcEdIS5auX8q/HgCUdP4VJTc+jgcAFAy/QZzAkCFDdPr0aYsZke7u7mrcuLHatm2rwYMHKzg42Kb+jh8/biiHhYXZFU/O+lFRUUpOTpa3t7dd/aD4NWvWzPxBfWpqqkaMGJHnbMHLly/r6aefVlxcnF3n8fDwUM2aNc3J/3379unUqVOqVq2aTe2rVq2q/v37a+bMmZKy9hx8+umntXjxYj344IM2x7F+/XotWLBAn332mcX3Ro4cqbvvvlvdu3c3zDjMjclk0gcffGA4lltipm7duoby0qVL9d577zl0D4DHHntM9957rw4cOCBJSkxMVIcOHbR+/XoFBARYbZOamqouXbooOjrafKx8+fLq2bOnzeft3bu3OaErZS21nHOvT1uWW76pKN77wtC4cWN5enqaZwT+8MMP2rp1q5o1a5Zrm+XLl+vf//63Q+IpSiNGjND3339v3gd48+bN6t69u7766it5eXnl237Xrl2qUaOGxXXp5uamoUOH6vXXXzcfe/PNN3XPPfeodevWufY3e/Zsffrpp4Zj2fsoLjVr1tTTTz+tZcuWScpKfnfq1ElbtmzJ9UELk8mkAQMGGPbP9fHx0cCBAx0a662O2cWlWbNmmjNnjrk8cuRItWzZUqVKlbJaPyMjQy+88ILds3OlrHH95vYVJpNJixcvVt++fW1q6+bmpnHjxqlHjx7mY0OHDpW7u7vND9BI0h9//KEpU6Zo1KhRqlixol3xAwBQIqQmST8NkY6vlNJtXyEKAEqsoQekMuH51wMAwAqWXHYCR44csbq8bXp6unbs2KHRo0crPDxc77zzjnk2TV5iYmIM5fxm7OVUrlw5Q8IrMzNTV69etauPvGI7fPiwXV83Z7jAfr179zaUZ8yYoT59+igqKspwPCEhQbNmzdK9995rnk1Yu3Ztu86VfZ/mjIwMPfrooxozZox+/PFHrV27VuvWrTN/ZU8o3vTRRx8Z9qCMjo7Wo48+qn79+mn79u1Wl2K9fv26tmzZorffflu1atVS69attWbNGqvxHTx4UM8//7wqVqyoQYMG6eeff7Z6XWdmZmrLli1q06aNlixZYj5eunTpXBOfISEhql+/vrl84sQJPfjgg/rkk0+0fPlyw2tft26dXctZ58bFxUVz5swxJI337NmjBg0aaPHixYalSDMzM7V27Vo1adLE4ucze/Zsux7WqFGjhiGJ+dtvv2nx4sXmcsWKFS324c6Po9/7wuDj46NOnTqZyxkZGWrbtq0+++wzi/fzxIkTGjx4sDp06KCUlBSFhITorrvuclhsjlanTh1NmTLFcOz7779X3bp19eWXXyo2Ntaizfnz5/XFF1+oZcuWuu+++6zWkbKSXPfff7+5nJKSorZt2+rtt9+2GCdOnz6tl156SQMGDDAsvdutWzd16NDhVl5iofn0008NqyBERUWpYcOGmj17thITEw11t2/frhYtWlgszTxlyhRVqFDB4bHe6phdHJ599lnDLNk9e/aoZcuW2rFjh6Feenq6Vq9erfvvv9+8v/et/E6TpEGDBumVV17R/PnztXr1asPP58iRIxbtu3fvrpdeeslcTktL0z//+U+1bt1ay5cvt7gebtbZv3+/Pv74Y/Os888//9ywjQYAALeVn4ZIh38gmQsAAADYgBm6JcSNGzc0btw4bd68WcuWLZOvr2+uda9fv24o59wrLz8uLi4qVaqUEhIScu2zoD799FO7l/NFwbVp00bt2rXTypUrzcfmzZunefPmqWrVqgoODlZcXJwiIyMNCcCePXuqRo0adr1XgwcP1syZM83JrT///NNiad+b5syZYzHTqVSpUlq6dKnatWungwcPSsr6UH7u3LmaO3eufHx8FBYWpoCAACUlJSk2NlYXLlyw2FMxPzExMZoxY4ZmzJghKWuGatmyZeXj46PExERFRkZavd4/+OCDPGdIvf7664YE+u7du7V7926rdSMjIxUREWFX3NY0atRI06ZN08CBA5WZmSlJOnPmjDp37iw/Pz9FRETIzc1NUVFRVhNqY8aMsdjr0RZ9+vTR1q1bzeWbMzclqVevXnYvxVtU7/2tGjdunFasWKH4+HhJWctXv/TSSxo6dKhq1qwpLy8vRUdH6/z58+Y2bm5umjt3rgYNGlRoD8YUh5dfflmnT5/WRx99ZD526tQp9e3bV25ubgoPD9ddd92llJQURUdH6/Llyzb16+bmpm+//VYtW7Y0L72clpamCRMmaOLEiapSpYqCgoJ0+fJlnTlzxqJ9o0aNnGqP4kqVKunrr79Wp06dzPfFlStX1L9/f7388suqUqWKSpUqpXPnzlk8fCVJL7zwgsNn5950q2N2cbjrrrs0cuRIwxLVO3bs0AMPPKBy5cqpcuXKSk5OVlRUlPk+laRatWpp4sSJdiX+n376ad19993mVU+Sk5M1depUq/vh9unTx+qeyf/73/8UGxtrWB5//fr1Wr9+vdzd3RUeHq6goCClp6crLi5OFy5csGu/ewAASrS05KyZuQAAAABswgzdYuLi4qJmzZrp3Xff1dq1a3X+/HklJSUpOTlZFy5c0LJly/TSSy9ZzJzbsGGDunfvnudM3ZzJqIIslZxz+cLCSuii6H3zzTdq2rSpxfHTp09rx44dOn78uOED5O7duxuWtLRVzZo19dVXX+X5sEF+KlWqpG3btqlXr15ycXExfC8xMVHHjh3Tjh07dPDgQZ0/f95qQq9y5cp2nTM6OloHDx7U9u3bdfDgQYtrvVSpUpoxY0a+SZbnn39ew4cPt4jb0V588UXNnz/fYm/HhIQEHTx4UPv27bNI5np5eWnq1Kl65513CnTOrl275jqu2LPccnbF8d7bq1q1avr+++8trvHk5GQdOHBAO3fuNCRzvb299c0336ht27YOjauofPjhh5o2bZrF3u4ZGRk6ffq0du7cqQMHDticzL2patWq+u233yz2Tc7MzNSpU6e0c+dOq8nctm3basOGDbnubV1cnnrqKa1evVohISGG4zdu3NCRI0e0e/dui2Sum5ubRowYoVmzZhVZnIUxZheHN954wzDz9aZLly5p586dOnjwoCGZe88992jt2rU27+t9k7u7uxYvXnxLy1B7eHjou+++06RJkyz+rkpPTzdf33v37rV4sOqmsmXL5rqkNAAAJdr1S8zMBQAAAOxAQrcYtGnTRseOHdNvv/2mt956S4899pgqVqyoUqVKycvLSxUqVNDTTz+tGTNm6MSJE3rooYcM7VesWGGxf2B2OZf/9PT0tDvGnPsi3rhxw+4+4BwCAwO1adMmjRw5Mte9VaWs/QK//fZbzZ8/v0DXjCR17txZf/zxhyZOnKgnnnhCYWFh8vX1tSvJ6ePjo6+++kr79u1Tjx49DMuX5qZWrVoaOnSotm7dat7zMKfPP/9cs2fPVqdOnVSuXLl8+wwKCtLAgQN19OhRq8kDayZNmqR9+/Zp2LBhevjhhxUSElIke0937dpVJ0+e1JAhQxQUFJRrPT8/P/Xu3VvHjh3TkCFDCny+wMBAqzPdmjRpYveyptk56r0vTG3atNHOnTv1zDPP5FrH3d1dnTt31v79+9WtWzeHx1SUBg8erFOnTulf//pXvvdRYGCgevTooV9++SXfGemVKlXSzp079cUXX1jsSZ2di4uL7r//fv30009auXKlxYMMzqJ58+Y6efKk3nrrrTyXT/b29lbHjh21d+9eTZgwoQgjzFIYY3ZxmDFjhnmlidyEhIRo3Lhx2rlzp91bT9xUt25dHThwQHPmzFHnzp1Vs2ZNBQQEyM3Nza5+hg8frsjISA0bNsymB09CQ0PVq1cv/fDDD/rzzz9t+p0FAAAAAACA25uLqajXrITdkpOT1apVK23bts18LCQkRJGRkRYzpaSs2UHZl9idPn263Us4litXzjCDaOfOnWrSpEkBojeKiYmxe/bWyZMn1bFjR3P50KFDeX7gj9wlJydr27ZtOnr0qGJjY+Xp6akKFSrovvvuU82aNYs7PKsyMzO1Z88e/fHHH7py5Yri4+NVunRpBQYGqlq1aqpTp46Cg4Pt7jcyMlLHjx9XVFSUrl27ptTUVPn6+io4OFj33HOP6tSpY9hLuqTIyMjQ77//rhMnTigmJkaZmZkKDg5W1apV1axZM8Oeu87OUe99YYmOjtbmzZvNKyz4+/urevXqatasmU3J6JLOZDJp3759Onr0qC5fvqyEhAT5+PgoNDRUderUUb169exOfN109uxZ7dixQ5cuXVJ8fLzKlCmj8uXLq1mzZhYzX0uCffv26fDhw4qJiVFKSoqCg4MVFhamhx9+2Orvcdjm5jW4e/duXblyRSaTSSEhIapXr56aNGlS4OvP0U6ePKl9+/bp8uXLio2Nlbu7uwICAlS5cmXVrl27UJbkBwDA6cVGSZ/cW9xRAEDRGnpAKhNe3FE43OHDh1WvXj1zmc9yHSM9PV0nTpwwHKtRo0aJ/DwTKCmK+74joVtCnDx5UrVr11Z6err52I8//mhIdN7UrVs3w35tH330kV599VW7zufv72/YQ/fo0aOqVatWASK/dfwRAAAAAADAbSSvhG6/nyX/3Fc5AYASy7+i5Hb7J9v4LLdoFHdiCbgTFfd9x91dQlSvXl3t27fXDz/8YD62Zs0aqwndnPvhJSYm2nUuk8lkscRySdtjDwAAAAAAlED+Fe6IGWwAAACAPdhDtwRp3bq1oXz8+HGr9XIuR3n+/Hm7znPp0iXDTGBXV1eVLVvWrj4AAAAAAAAAAAAA3DoSuiVIWFiYoZzbXrR33323oXz27Fm7zpOzfnh4uLy9ve3qAwAAAAAAAAAAAMCtI6Fbgnh4eBjKaWlpVuvl3Ov2yJEjdp3n6NGjefYHAAAAAAAAAAAAoGiQ0C1BLl68aCgHBwdbrVe3bl1D8vfMmTOKjo62+Ty//fabodygQQM7ogQAAAAAAAAAAABQWEjoliBbtmwxlHMuwXyTn5+fHn30UcOxtWvX2nQOk8mkdevWGY4988wzdkQJAAAAAAAAAAAAoLCQ0C0h4uLitHjxYsOx1q1b51q/ffv2hvKsWbNsOs+vv/6qyMhIc7lcuXK6//777YgUAAAAAAAAAAAAQGEhoVtCDBs2THFxceayp6en2rZtm2v97t27y8fHx1zetGmT1q9fn+c5TCaTxowZYzjWr18/ubpymQAAAAAAAABAXtIzMnXurySrX+kZmcUdHgCgBHMv7gDuNBMnTtTjjz+uxo0b21Q/PT1d//nPfyxm2A4cOFDly5fPtV1ISIhefvllTZo0yXxswIAB2rJliypUqGC1zXvvvadNmzaZywEBAXrjjTdsirMoxcfHG5LbhcHf39+mxHV8fLwyMx3zx5evr6/c3fO/Ja9fv6709HSHxFC6dGl5enrmWy8pKUmpqakOicHb21ve3t751ktOTlZycrJDYvD09FTp0qXzrZeamqqkpCSHxODu7i5fX99866Wnp+v69esOicHV1VX+/v751svMzFR8fLxDYpCkwMBAm+oV9riQHWNEFsaILIwRWRgj/sYYkYUxIgtjRBbGiL8xRmRhjMjCGJHFNT5B+Y8QjBHZMUZkYYzIctuPESX474jzsUlq98lmq/VWDn1Elcrk//5mVxLHCEe+JwBwJyOhW8R+/vlnjRgxQs2aNVPXrl3VunVr1apVy+KX4rVr17Ry5Uq9//772rdvn+F71apV0zvvvJPvuYYPH64vv/xSFy9elCRFRkaqWbNm+u9//6tnnnlGLi4ukqTz589r/PjxmjlzpqH922+/raCgoFt5uQ7x1VdfKSQkpFD7fPXVV236I2327NkO+49c3759FRERkW+9RYsW6cyZMw6JoWPHjmrQoEG+9dasWWNxXRaWFi1aqEWLFvnW2759uzZs2OCQGBo0aKCOHTvmW+/IkSNasmSJQ2KIiIhQ37598613/vx5zZ071yExBAYG6tVXX823Xnx8vD7++GOHxCBJo0ePtqmeI2NgjMjCGJGFMSILY8TfGCOyMEZkYYzIwhjxN8aILIwRWRgjsgR6Zir/EYIxIjvGiCyMEVlu+zGiBP8dce1GmuJ3RVqtN2vGAQWU8rArhpI4RsTExDgkDgC405HQLSZbt27V1q1bJUleXl6qVKmSAgIC5ObmpqtXr+rMmTNWn6oKDQ3VqlWrdNddd+V7jqCgIH333Xd64oknzE8ORkVFqUOHDgoMDFSVKlUUFxens2fPKiMjw9C2Q4cOGjZsWCG8UgAAAAAAAAC4vSSnZehyQoqu3UgzH4vP9m8AAAoTCV0nkJKSolOnTuVbr127dpozZ45ds1MfffRRrVixQl26dNFff/1lPh4XF6e9e/dabdOzZ0/Nnj3bPIMXAAAAAAAAACDdSM3QG4v2a+2RS0pJz1Tcb9Zn5AIAUJjyX4Afhertt9/WwIEDVbduXbm5ueVb39fXV126dNHGjRu1YsWKAi013KpVKx05ckSDBg3Kcx+Ohg0bavHixfrmm2/k5eVl93kAAAAAAAAA4Hb2xqL9Wn4gWinpjtmzFgAAa5ihW8Qef/xxPf7445KkpKQkHTlyRGfOnFF0dLSuX7+uzMxMBQYGqkyZMqpTp47uuecemxK/+SlXrpw+/fRTffDBB9q6dauOHj2quLg4eXp6qmLFirr//vtVvXr1Wz4PAAAAAAAAANyOktMytPbIpeIOAwBwByKhW4xKly6tJk2aqEmTJkV2zlKlSql169Zq3bp1kZ0TAAAAAAAAAEq6ywkpBZqZ6+bqIh/PW5+0AwC4c7mYTCZTcQcB5OXw4cOqV6+eubx161bVrl27UM/h7+8vV9f8VyCPj49XZqZjllPx9fWVu3v+z1hcv35d6enpDomhdOnS8vT0zLdeUlKSUlNTHRKDt7e3vL29862XnJys5ORkh8Tg6emZ5/LkN6WmpiopKckhMbi7u8vX1zffeunp6bp+/bpDYnB1dZW/v3++9TIzMxUfH++QGCQpMDDQpnpxcXEOi4ExIgtjRBbGiCyMEX9jjMjCGJGFMSILY8TfGCOyMEZkYYzI4nrtvPznPGT9m0MPSGXCJTFGZMcYkYUxIsttP0Y48d8R5/5K0iPv/2qMIzn/n8MTdUM1uUt9u2MoiWPE0aNH1axZM/PxQ4cOqW7dug6J7U6Wnp6uEydOGI7VqFHDpvcKQMEU933H3Y0Sx9/f3+b/dDni3MXNlj+qHa106dI2/QfDkWz9j5YjeXp62vQfTkdyd3cvtvvhJldX12KPQbL9wxhHYozIwhiRhTEiC2PE3xgjsjBGZGGMyMIY8TfGiCyMEVlu+zHCdM2maowRf2OMyMIYkeW2HyNs5CxjhKt37veGl7urHq9TTpM711cpB87QdaYxwhliAYDbEQldAAAAAAAAAABuwfcDH1SovzHZH+znJW8PlloGANw6EroAAAAAAAAAAGSTnJahywkphmMX43NfbjvU31thQcU7gxwAcPsioQsAAAAAAAAAgKQbqRl6Y9F+rT1ySSnpjtmXFgAAe5HQBQAAAAAAAABA0huL9mv5gejiDgMAAAPX4g4AAAAAAAAAAIDilpyWobVHLhV3GAAAWCChCwAAug8NwgAAIABJREFUAAAAAAC4411OSCnQMste7q4K9vNyQEQAAGQhoQsAAAAAAAAAQAE9XqecvD3cijsMAMBtjD10AQAAAAAAAACwk5e7qx6vU06TO9cv7lAAALc5EroAAAAAAAAAgDtOclqGLiekmMsX45Nzrfv9wAcV6u9tOBbs58XMXABAkSChCwAAAAAAAAC4Y9xIzdAbi/Zr7ZFLNu+ZG+rvrbCg0g6ODAAA60joAgAAAAAAAADuGG8s2q/lB6KLOwwAuG2lpqZq+/btOnPmjC5fvqzMzEwFBwerRo0aeuCBB+TmVvDVDdLS0nTw4EEdOnRIV69eVWJiory8vOTn56fw8HDVrFlT1apVK8RX4xxI6AIAAAAAAAAA7gjJaRlae+RScYcBAA41cOBAzZw501z+5ptv1LNnT7v7adSokfbu3WsuHzlyRLVr1861/qFDhzR27FitWrVK169ft1onMDBQvXr10siRIxUSEmJzLBcvXtT48eP17bffKjY2Ns+6ZcuWVatWrfTCCy/oiSeesPkczsy1uAMAAAAAAAAAAKAoXE5IsXmZ5Zu83F0V7OfloIgAoPC99NJLhvIXX3xhdx+7d+82JHMffvjhXJO56enpeuWVV1S/fn19//33uSZzJSkuLk5Tp05V9erVtWLFCptiWbt2rWrVqqVp06blm8yVpCtXrmjhwoUaN26cTf2XBCR0AQAAAAAAAADIxeN1ysnbo+DLgwJAUWvYsKGaNm1qLm/YsEEnT560q4/PP//cUH7xxRet1ktKStLTTz+tqVOnKjPT+MBMaGioGjRooEaNGlnMxk1ISFCHDh30/fff5xnH4cOH9cwzz+jatWuG415eXrr77rvVtGlTNW7cWNWrV5eHh4etL6/EIaELAAAAAAAAAEAOXu6uevre8prcuX5xhwIAdss+S9dkMtk1SzcxMVHz5883lwMDA9WlSxerdQcNGqTVq1eby76+vho5cqROnz6t6Oho7d27V7t379alS5e0b98+de7c2Vw3IyND/fv3zzPZPHz4cKWkpJjLDRo00PLlyxUfH69jx47p/9m79zir6zp/4O8zDJxhuAgkzIBclRLHFkMrQUvyMlpKRqVlpVIp5rbbz9RwV7NfabVqlG62sj+lLC+bpmQX0J80RIQsaTfF3UYXL4giMI4CMsDcOb8//HH0DAPM5cycMzPP5+Mxj8f5fM/nfM576o+013ze78ceeyz+/Oc/xzPPPBM7d+6Mv/71r/Htb387/u7v/q7Nv29PYIYuAAAAAAC9Tl1jc1TX1Gc827y9bp/77794RpQOLUqvRw5JuplL79PcFLH95VxX0TcMPSSiX+5iuHPOOScuu+yy9M3Wn/zkJ/HNb36zTbdY77vvvti+fXt6/ZnPfCYGDhy4176f/exnceedd6bXhx12WCxdujQOO+ywVs/d05J5/vz5ccUVV0TEGzd1L7/88vjVr3611/7XX389fvOb36TXU6ZMidWrV7daS0RE//79Y9q0aTFt2rS46qqr4umnnz7g79pTCHQBAAAAAOg1ahuaY96iNVFRWdWuebmlQ4ti3IjiLqwM8sD2lyO+PzXXVfQNlzwZMXxCzr6+uLg4zjvvvPi3f/u3iIioqqqKxYsXx8c+9rEDfrYt7ZZTqVR84xvfyPi+/YW5bzVv3rz405/+lG63vHjx4li7dm284x3vyNi3bt26aGpqSq8/+9nP7jPMbc2UKVPavDffabkMAAAAAECvMW/Rmljy5KZ2hbkAvdHFF1+csW4Z1Lbmb3/7W/zhD39Ir9/znvfEUUft3Xp+6dKlGTdgL7nkkjaFuXtcffXV6depVCp+8Ytf7LWntrY2Y92bZ+QeiEAXAAAAAIBeoa6xOSoqq3JdBkBeOPLII+P4449Pr3/zm9/Eiy++uN/PtJy129rt3IiIhx56KGN93nnntau2qVOnRmlpaXr9yCOP7LVnzJgxGev77rsvGhsb2/U9vYVAFwAAAACAHqmusTle2rIr/fP4i9s6dDM3WVgQI4cku6BCgNx66y3d3bt3x49+9KN97q2vr4+77rorvR48eHB86lOfanXvWwPYQYMGdai98bhx49Kvn3rqqb3enzBhQrz97W9Prx977LH44Ac/GKtXr273d/V0ZugCAAAAANCjdHRO7r6Ul5VEUf9+WagMIL+cffbZ8eUvfzlee+21iIi4/fbb4+tf/3oUFOx95/OBBx5I74uIOOecc2Lw4MGtnvvWAHbnzp2tntceW7ZsafX5N77xjfjMZz6TXi9fvjyWL18eEydOjNNOOy1mzpwZxx13XEyYkLt5xd3BDV0AAAAAAHqUbM3JTRYWxKypo2P+WXvPhwToDZLJZMyZMye93rBhQzz88MOt7m1ru+WdO3dGfX199oqMiNdff73V55/+9Kfjm9/8ZiQSiYznL7zwQtx6663x6U9/OiZOnBgTJ06Miy66KJYvXx6pVCqrteUDN3QBAAAAAOgxOjon956502Ps8IEZz0YOSbqZS98y9JCIS57MdRV9w9BDcl1B2he+8IW48cYb0+uFCxfG6aefnrHnueeei9/97nfp9dSpU+O9731vq+dt27Yt6zXuL4S9+uqro7y8PK699tpYunRpNDc377Vn/fr1sXDhwli4cGG8853vjBtvvDHKy8uzXmeuCHQBAAAAAMhLdY3NUV2TeQtsw9badt/MTRYWxLTxw4S30K8wYnjvbk3L3t7xjnfEiSeemA5slyxZEps3b47S0tL0nh/+8IcZoeq+budGRBQXF2esR4wYET/72c+yXHWmY489Nh588MHYtGlT/OY3v4kVK1bEypUr4/nnn99r73//93/HaaedFt/73vfi0ksv7dK6uotAFwAAAACAvGJGLkB2XXzxxelAt6mpKX784x/HlVdemV7/5Cc/Se8dOHBgnHvuufs8a9iwYVFYWBhNTU0REVFbWxunnHJK1xX/FqNHj445c+ak20hv3Lgxli9fHr/85S/j17/+dTQ2NkbEGzd+L7/88pgxY0ZMnz69W2rrSmboAgAAAACQV8zIBciuj370ozFq1Kj0+q03cvfc2N3j7LPPjmHDhu3zrEQiERMmvHnTu7a2NjZu3NgFVR/YmDFj4txzz41FixbFM888E+95z3vS76VSqbjppptyUle2uaELAAAAAEBOtNZSub5pdyx5clOHzms5J9eMXIA39O/fPz7/+c/H9ddfHxERzz//fCxfvjxOPvnkWLhwYcbe/bVb3uPEE0+M5557Lr1evnz5fm/1docJEybET3/603j729+efrZq1aocVpQ9Al0AAAAAALpVtlsqR5iTC3AgF110Udxwww3pm7kLFy6Mww8/PJYuXZreM2XKlHjf+953wLM++MEPxg9/+MP0+t/+7d9yHuhGREyePDlKSkqiqqoqIiJeffXVHFeUHVouAwAAAADQrbLVUvmtzMkF2L9JkybFqaeeml7/4he/iO985zvR3NycftaW27kREbNnz47Jkyen14899lj8+7//e/aK7aCGhobYvn17ej18+PAcVpM9Al0AAAAAALpNXWNzVFRWZe08c3IB2u7iiy9Ov25oaIgf/OAH6fWAAQPi/PPPb9M5/fr1i29+85sZzy655JK92jcfyNq1a+Oiiy6Kl19+ea/3fvrTn8Z1110XW7dubfN5t9xyS9TW1qbXxxxzTLvqyVdaLgMAAAAA0GVazsndsLW2wzdzl102M5KFmfeUzMkFaLtZs2bFmDFjYuPGjXu999GPfjQOPvjgNp91zjnnxIoVK+LWW2+NiIjGxsa46KKL4t57741LL700TjzxxBg0aFDGZxobG6OysjJ+97vfxc9//vP4z//8z0ilUnHVVVftdf4rr7wSV111VXzrW9+KD33oQ/Hxj388jjvuuJgwYcJee9euXRs333xzLFiwION5W28c5zuBLgAAAAAAWZftObmzpo6OyaMGZ6EygL6rsLAwLrzwwrj22mv3eq8j4ecPfvCD2Lp1a9x3333pZ8uXL4/ly5dHYWFhTJgwIUaMGBFNTU2xbdu2ePnll6OhoaFd37Fr1674+c9/Hj//+c8jImLYsGFRWloaw4YNi4aGhnjppZeiurp6r8+dc845MXv27Hb/TvlIoAsAAAAAQNbtmZPbWcnCgigvK9FSGSBLLrzwwvj2t7+dMTv30EMPjZNOOqndZ/Xv3z9+9rOfxTHHHBPf+MY3MtodNzU1xXPPPRfPPffcfs84+OCDY+DAgW3+zm3btsW2bdv2u2fu3Ll73dbtyQS6AAAAAABkVUfn5N4zd3qMHZ75f+prqQyQXePGjYtTTjklli5dmn524YUXRiKR6PCZV1xxRcyZMye++93vxn333RcvvvjifveXlpbGKaecEh/72Mdi1qxZ0b9//732fOELX4hDDz00Fi9eHCtWrIhnn312v2cmk8k4/fTT47LLLov3ve99Hf5d8pFAFwAAAACArKquqW93m+VkYUFMGz9MeAvQxVKpVDz99NPpdWFhYXzuc5/r9LklJSUxf/78mD9/fjz77LPxxBNPRHV1dWzdujUKCwvjoIMOivHjx8cRRxwREydOPOB5AwcOjDPPPDPOPPPMiIiorq6OysrKeP7552PLli2xa9euKC4ujuHDh8eUKVPiqKOO2mtmb28h0AUAAAAAIOfKy0qEuQDdoKKiItavX59ez5o1K0pLS7P6HZMnT47Jkydn9cyRI0fGzJkzY+bMmVk9tycQ6AIAAAAAkDNm5AJ0r1tvvTVj/YUvfCFHldBWAl0AAAAAALrN/RfPiNKhRem1GbkA3Wft2rXxy1/+Mr2ePHlynHbaaTmsiLYQ6AIAAAAA0GF1jc1RXVOf8Wzz9rp97i8dWhTjRhR3dVkAtNDc3Bxf/OIXY/fuN2ecf/nLX45EIpHDqmgLgS4AAAAAAO1W29Ac8xatiYrKqqhv2n3gDwDQrf7yl7/E1q1bo6mpKdatWxe33XZbPPHEE+n3x48fHxdeeGEOK6StBLoAAAAAALTbvEVrYsmTm3JdBgD7cPnll8fvf//7fb6/YMGCSCaT3VgRHSXQBQAAAABgv1q2Va5v2i3MBeihEolEXHfddXHGGWfkuhTaSKALAAAAAECrst1WOVlYECOHuA0G0N0KCwujpKQkjj/++Phf/+t/xfHHH5/rkmgHgS4AAAAAAK3Kdlvl8rKSKOrfL2vnAbBvK1asyHUJZIlAFwAAAACAvdQ1NkdFZVVWzkoWFkR5WUnMP+uorJwHAH2JQBcAAAAAgL1U19R3qM3ysstmRrKwIOPZyCFJN3MBoIMEugAAAAAAZMWsqaNj8qjBuS4DAHoVgS4AAAAAAJ2ipTIAdB2BLgAAAAAA7XL/xTOidGhReq2lMgB0HYEuAAAAAEAfV9fYHNU19RnPNm+v2+f+0qFFMW5EcVeXBQCEQBcAAAAAoM+qbWiOeYvWREVlVdQ37c51OQBAKwS6AAAAAAB91LxFa2LJk5tyXQbQDolEYq9nqVQqB5VA37F7995/9FRQUNBt3y/QBQAAAADo5VprqVzftFuYCz1QayFSY2Nj9O/fPwfVQN/Q2NiYsU4kEq3+cUVXEegCAAAAAPRSXdFSOVlYECOHJLNyFtB+iUQiBgwYEA0NDelnO3bsiOJic62hq2zfvj1j3b9//24NdLvvLjAAAAAAAN1qT0vlbM7HLS8riaL+/bJ2HtB+Q4YMyVhv375d22XoIk1NTXsFugcddFC31iDQBQAAAADoheoam6Oisipr5yULC2LW1NEx/6yjsnYm0DEtA93GxsZ4+eWXhbqQZQ0NDbF+/fq9Zuh2d6Cr5TIAAAAAQA/Q2hzc/dmwtbbDN3OXXTYzkoWZ94FGDkm6mQt5oqioKPr3758x17Ompiaee+65GDp0aAwePDgKCwtbnbcL7FsqlYrm5ubYtWtX7NixI3bt2rXXH0oMGjSo22dWC3QBAAAAAPJYV8zB3Z9ZU0fH5FGDu/x7gI5LJBIxZsyYePHFFzPCpsbGxnjttdfitddey2F10Hv1798/SkpKuv17/WkGAAAAAEAe64o5uK3RUhl6luLi4hg/fnwkEolclwJ9QjKZjAkTJkQymez273ZDFwAAAAAgT2V7Du4e98ydHmOHD8x4pqUy9Dx7Qt2NGzdmtF8GsmvIkCExevTo6NcvN/87KdAFAAAAAMgTLefkdmYO7r4kCwti2vhhwlvoJYqLi+Owww6L+vr62L59e9TU1ERDQ0Ouy4IerV+/fjF48OAYPHhwDBo0KGdB7h4CXQAAAACAHOvOObnlZSXCXOhlEolEFBUVRVFRUYwaNSpSqVTs3r07Y74ucGCJRCIKCgryrpW5QBcAAAAAIMf2zMntSsnCgigvKzEjF/qARCKR8xuFQPYIdAEAAAAAuknLlsoREfVNuzsU5rY2B3d/zMgFgJ5JoAsAAAAA0MWy3VLZHFwA6DsEugAAAAAAXSzbLZXNwQWAvkOgCwAAAADQheoam6OisiorZ5mDCwB9j0AXAAAAACBLWpuRu2FrbYfbLC+7bGYkCwvSa3NwAaDvEegCAAAAAHRStmfkRkTMmjo6Jo8anJWzAICeS6ALAAAAANBJ2ZyRq60yAPBWAl0AAAAAgE7ozIzce+ZOj7HDB2Y801YZAHgrgS4AAAAAQCdU19R3qM1ysrAgpo0fJrwFAParINcFAAAAAAD0ReVlJcJcAOCA3NAFAAAAAOhGZuQCAO0h0AUAAAAAaIe6xuaorqlPrzdvr9vn3vsvnhGlQ4synpmRCwC0h0AXAAAAAKANahuaY96iNVFRWdXmmbmlQ4ti3IjiLq4MAOjNBLoAAAAAAG0wb9GaWPLkplyXAQD0MQW5LgAAAAAAIN/VNTZHRWVVrssAAPoggS4AAAAAwAFU19S3uc3yHsnCghg5JNlFFQEAfYVAFwAAAACgC5SXlURR/365LgMA6OHM0AUAAAAAyKJkYUGUl5XE/LOOynUpAEAvINAFAAAAAOiE+y+eEaVDi9LrkUOSbuYCAFkj0AUAAAAA+py6xuaorqlv8/7N2+v2+V7p0KIYN6I4G2UBAOxFoAsAAAAA9Bm1Dc0xb9GaqKisivqm3bkuBwDggAS6AAAAAECfMW/Rmljy5KZclwEA0GYFuS4AAAAAAKA71DU2R0VlVa7LAABoF4EuAAAAANAnVNfUZ73NcrKwIEYOSWb1TACAtxLoAgAAAAB0UHlZSRT175frMgCAXswMXQAAAACAdkoWFkR5WUnMP+uoXJcCAPRyAl0AAAAAoNepa2yO6pr6jGebt9ftc//9F8+I0qFFbT5/5JCkm7kAQLcQ6AIAAAAAvUZtQ3PMW7QmKiqr2jUvt3RoUYwbUdyFlQEAdIxAFwAAAADoNeYtWhNLntyU6zIAALKmINcFAAAAAABkQ11jc1RUVuW6DACArBLoAgAAAAC9QnVNfbvaLO+RLCyIkUOSXVARAEDnCXQBAAAAgD6tvKwkivr3y3UZAACtMkMXAAAAAOiTkoUFUV5WEvPPOirXpQAA7JNAFwAAAADIS3WNzVFdU9/m/Zu31+3zvfsvnhGlQ4syno0cknQzFwDIewJdAAAAACCv1DY0x7xFa6KisqpDM3FbUzq0KMaNKM7KWQAA3UmgCwAAAADklXmL1sSSJzflugwAgLxQkOsCAAAAAAD2qGtsjorKqlyXAQCQNwS6AAAAAEDeqK6pz1qb5T2ShQUxckgyq2cCAHQXgS4AAAAA0KuVl5VEUf9+uS4DAKBDzNAFAAAAAHqlZGFBlJeVxPyzjsp1KQAAHSbQBQAAAAB6hPsvnhGlQ4vavH/kkKSbuQBAjyfQBQAAAAByoq6xOapr6jOebd5et8/9pUOLYtyI4q4uCwAgrwh0AQAAAIBuVdvQHPMWrYmKyqqob9qd63IAAPKaQBcAAAAA6FbzFq2JJU9uynUZAAA9QkGuCwAAAAAA+o66xuaoqKzKdRkAAD2GQBcAAAAA6DbVNfUdarOcLCyIkUOSXVARAEB+E+gCAAAAAHmvvKwkivr3y3UZAADdzgxdAAAAACBvJQsLorysJOafdVSuSwEAyAmBLgAAAADQZeoam6O6pj693ry9bp977794RpQOLcp4NnJI0s1cAKBPE+gCAAAAAFlX29Ac8xatiYrKqjbPzC0dWhTjRhR3cWUAAD2LQBcAAAAAyLp5i9bEkic35boMAIAeryDXBQAAAAAAvUtdY3NUVFblugwAgF7BDV0AAAAAoMNazsiNiNiwtbbNbZb3SBYWxMghyWyWBgDQKwh0AQAAAIB268iM3P0pLyuJov79slAZAEDvItAFAAAAANotWzNyk4UFUV5WEvPPOioLVQEA9D4CXQAAAACgXTozI/eeudNj7PCB6fXIIUk3cwEA9kOgCwAAAADsV8s5uR2ZkRvxxm3caeOHCXABANpBoAsAAAAAtMqcXACA3BPo9jF1dXWxevXqePrpp2Pr1q0xYMCAGDt2bBx77LFx6KGH5ro8AAAAAPKIObkAALkn0M1jn/rUp+Lee+/NeDZhwoR44YUX2n1WdXV1XHPNNfGTn/wkdu7c2eqeY445Jr72ta/FRz7ykY6UCwAAAEAP1bKlckREfdPuDoW5LWfkRpiTCwDQGQLdPLV48eK9wtyOWrFiRZx99tnx6quv7nffX/7yl5g9e3acf/75sXDhwhgwYEBWvh8AAACA/JTtlspm5AIAZJ9ANw+9/vrr8fd///dZOWvVqlVx+umnR21tbcbzYcOGxaRJk2Lr1q3x0ksvRXNzc/q9O++8M3bs2BGLFi2KRCKRlToAAAAAyD/Zaqm8hxm5AADZV5DrAtjbvHnz4uWXX46IiEGDBnX4nK1bt8YnP/nJjDB3woQJ8ctf/jK2bNkSf/3rX2PdunXxwgsvxBe+8IWMzz7wwANx0003dfi7AQAAAMhvdY3NUVFZlZWzkoUFMWvqaDNyAQC6gBu6eWbFihXxwx/+MCIiCgoK4utf/3pcccUVHTpr/vz5sXHjxvR60qRJsWrVqhgzZkzGvrFjx8b/+T//J8aPHx9f/epX08+vvfba+NznPhfDhw/v0PcDAAAAkL+qa+o73GZ52WUzI1n45l0RM3IBALqOG7p5pLa2Ni688MJIpVIREfGlL30p3vOe93TorOrq6vjBD36Q8WzhwoV7hblvdeWVV8YJJ5yQXr/++uvx3e9+t0PfDwAAAEDvNGvq6Jg8anCMG1Gc/hHmAgB0HYFuHvna174Wzz33XEREjB8/Pr71rW91+Kx77703duzYkV6fcMIJcfLJJ+/3M4lEIr7+9a9nPLv99tvTATMAAAAAfZe2ygAAuaHlcp7405/+FP/6r/+aXt9yyy0xePDgDp/3q1/9KmN9wQUXtOlzJ554YkyaNCnWrVsXERGbN2+ORx99NGbMmNHhWgAAAADoWe6/eEaUDi3KeKatMgBAbrihmwcaGxvjggsuiObm5oiIOPvss2PWrFkdPm/Hjh2xcuXKjGennnpqmz6bSCTilFNOyXi2ZMmSDtcCAAAAQO7VNTbHS1t2Zfxs3l63z/2lQ4syWiprqwwAkDtu6OaB6667Lv7rv/4rIiKGDRsWN998c6fO+9vf/haNjY3p9aRJk6K0tLTNnz/++ONj4cKF6fUTTzzRqXoAAAAAyI3ahuaYt2hNVFRWRX3T7lyXAwBABwh0c6yysjK+/e1vp9c33HBDu8LX1jz11FMZ67KysnZ9vuX+lucBAAAA0DPMW7Qmljy5KddlAADQCQLdHNq9e3dccMEF0dDQEBER73//+2Pu3LmdPvd//ud/Mtbjxo1r1+db7l+/fn3U1dVFUVHRPj4BAAAAQK7VNTZHdU19el3ftFuYCwDQCwh0c+jmm2+ORx99NCIiBgwYELfddlskEolOn/vKK69krMeOHduuz5eUlERhYWE0NTVFxBvB82uvvRaHHHJIp2sDAAAAILuy3VY5WVgQI4cks1AZAADZINDNkXXr1sXVV1+dXl955ZUxZcqUrJy9Y8eOjPWgQYPa9flEIhEDBw6MmpqafZ7ZUa+88kpUV1e36zPPPvtsVr4bAAAAoDfKdlvl8rKSKOrfL2vnAQDQOQLdHLnoooti586dERExZcqUuOqqq7J2dsvwtSOtkrsq0F2wYEFcc801WTkLAAAAoK+ra2yOisqqrJyVLCyI8rKSmH/WUVk5DwCA7BDo5sCPfvSjWLZsWUS8cRv2tttuiwEDBmTt/Lq6uox1R85OJjPb6tTW1naqJgAAAAA6p+WM3IiIDVtrO9RmedllMyNZWJDxbOSQpJu5AAB5SKDbzTZt2hRf+cpX0usLL7ww3v/+92f1O1reyG1oaGj3GfX1mf9y0JFbvgAAAAB0XrZn5M6aOjomjxqchcoAAOgOAt1u9g//8A+xbdu2iIgoLS2N73znO1n/jsGDM/+BvOWN3bZoeSO35Zkd9cUvfjHOPvvsdn3m2WefjdmzZ2fl+wEAAAB6mmzNyNVSGQCgZ+oxgW5TU1M89dRT8cILL8RLL70Ur7/+enoG7aBBg+Kggw6K8ePHx8SJE2PKlClRWJh/v9r9998fv/jFL9Lr73//+zFs2LCsf0/L8HXPf05tlUqluizQHTVqVIwaNSorZwEAAAD0dp2ZkXvP3OkxdvjA9FpLZQCAnin/Us//r6GhIVauXBkPP/xwrFy5Mv7rv/6rza2DBwwYEH/3d38XJ5xwQpx22mkxc+bMrM6o7ah58+alX59xxhnxiU98oku+p2VgumHDhnZ9vqqqKpqamtLrgoKCOPjgg7NSGwAAAAD71nJObkdn5CYLC2La+GECXACAXiDvAt3ly5fH3XffHQ888EDU1NRExBs3RluTSCRafb++vj7+/Oc/x1/+8pe46aabYvDgwfHRj340zj333DjllFO69hfYjz2tliMiHnzwwXT97bF+/fq9Pvf444/Hu971rvT68MPh7gUuAAAgAElEQVQPz3j/xRdfbNd3tNw/YcIEM3QBAAAAulC25+SWl5UIcwEAeomCXBcQ8ca81gULFsQRRxwR5eXlcccdd8T27dvTQW0ikWg1/EylUq2GvW/dn0qloqamJu6666447bTTYsqUKbFgwYLYtWtX1/5SOTRlypSMdWVlZbs+/9RTT+33PAAAAACya8+c3M6GucnCgpg1dbQ5uQAAvUhOb+jW1dXFggUL4jvf+U5UV1dnBLh7pFKpKCgoiMmTJ8eUKVNizJgxMXr06Bg8eHAUFxen573u2LEjNm7cGBs3boynn346nnvuudi9O/MfgFOpVKxduza+9KUvxTXXXBP/9E//FF/84hd73e3TI488Mvr37x+NjY0REfHCCy/Epk2bYvTo0W36/H/+539mrN96+xcAAACAjmvZUjkior5pdyx5clO7z2o5IzfCnFwAgN4oZ4Hu3XffHf/8z/8cmzZtilQqlRHi9u/fPz7wgQ/EiSeeGDNnzox3vetd7Q5d6+rq4vHHH4/f//73sWLFilixYkXGDN7q6uqYN29efO9734sbbrghzj333Kz9bvvyq1/9Kh2yttWaNWviK1/5SnpdUlISd999d8aeyZMnZ6yHDBkSJ5xwQvz2t79NP6uoqIjzzz//gN+XSqVi2bJlGc8+/OEPt6tmAAAAADJlu6WyGbkAAH1HTgLd4447Lh577LGIiIxbuaeddlqcf/75ccYZZ8SQIUM69R1FRUUxY8aMmDFjRvzzP/9z1NTUxIMPPhh33XVXLF26NN2uedOmTTFnzpxYsGBBrF69utO/2/7MnDmz3Z8pLMz8r6ioqKhNc4DPPPPMjED3Rz/6UZsC3d/97nexbt269LqkpCSOPfbYdlQMAAAAQEt7Wipnixm5AAB9R05m6D766KMR8UaYO2LEiLj66qvjhRdeiIceeijOOeecToe5rRkyZEicc8458eCDD8b69evj6quvjre97W3pOvYEzL3FOeecE4MGDUqvV65cGcuXL9/vZ1KpVFxzzTUZzz73uc9FQUFejFoGAAAA6JHqGpujorIqK2eZkQsA0PfkrOXyyJEj48orr4y5c+dGcXFxt373IYccEtdee21ceeWVcdttt8V1110X1dXV3VpDVxs1alT84z/+Y9xwww3pZxdeeGGsWrUqxowZ0+pnrrvuuli5cmV6fdBBB8W8efO6vFYAAACA3qK1GbkbttZ2uM3ysstmRrLwzT+2NyMXAKDvyUmg+81vfjO+/OUvZ9wgzYWBAwfGJZdcEnPnzo2bbropp7V0hSuuuCLuuOOO2Lx5c0RErFu3Lo477ri4+eab48Mf/nB6bvGGDRviW9/6Vtx6660Zn//qV78aI0aM6Pa6AQAAAHqabM/IjYiYNXV0TB41OCtnAQDQc+Uk0P3qV7+ai6/dp+Li4ryrKRtGjBgRP/vZz+K0006Lurq6iIhYv359fOQjH4lhw4bFpEmTYtu2bfHiiy9Gc3Nzxmc/8pGPxFe+8pVclA0AAADQ42RzRm6ysCDKy0q0VQYAICJy2HKZ7nHCCSfEgw8+GGeffXZs2bIl/Xzbtm3x+OOPt/qZT3/603H77benb/ACAAAAsG+dmZF7z9zpMXb4wIxn2ioDAPBWBQfeQk930kknRWVlZfz93//9fucVT5s2LX7+85/Hf/zHf0QymezGCgEAAAB6jrrG5nhpy670z+MvbutQm+VkYUFMGz8sxo0ozvgR5gIA8FZu6Oa5D3zgA5FKpTp9TklJSSxYsCC+973vxerVq+Opp56Kbdu2xYABA+KQQw6JY489NiZPnpyFigEAAAB6p2zPyS0vKxHeAgBwQALdPmbgwIFx8sknx8knn5zrUgAAAAB6lGzNyTUjFwCA9uiRge6WLVti1apV8dRTT8WWLVvi9ddfj927d8fll18ehx9+eK7LAwAAAKAHq2tsjuqa+oxn9U27OxTmmpELAEBn9ahA98EHH4zvfe97sXLlylbbEJ9zzjmtBrpXXXVV/PnPf46IiAkTJsTChQu7vFYAAAAAepZst1TeMyNXeAsAQGf0iEB369at8bnPfS4WL14cEZEOcxOJRMbrfXn3u98d119/fXrfpZdeGmVlZV1cNQAAAAA9SbZaKu9hRi4AANlQkOsCDuS1116LGTNmxOLFi/e6lZtKpfYb5O7x0Y9+NMaOHZte//SnP816nQAAAAD0XHWNzVFRWZWVs5KFBTFr6mgzcgEAyIq8vqGbSqXiIx/5SKxduzYd3BYXF8fnP//5OPXUU2PcuHHxrne964DnJBKJ+PjHPx7f//73IyJi6dKl8a1vfatLawcAAAAgf7Wck7tha22H2ywvu2xmJAvfvDdhRi4AANmU14Huf/zHf8Tq1avTYe6xxx4bDzzwQIwePTpjX1tu6Z5xxhnx/e9/P1KpVDz++ONRU1MTQ4YM6ZK6AQAAAMhP2Z6TO2vq6Jg8anAWKgMAgNbldcvlPXNvU6lUHHroofHwww/vFea21THHHJN+nUqlorKyMis1AgAAANBz7JmT29kwV1tlAAC6S97e0F2/fn1UVlamb99++9vfjoMOOqjD5w0fPjxGjx4dmzZtioiItWvXxrHHHpuVWgEAAADIfx2dk3vP3OkxdvjAjGfaKgMA0F3yNtD94x//GBFv3KYdOHBgzJ49u9NnjhgxIh3obt26tdPnAQAAAJCfWs7IjejYnNxkYUFMGz9MeAsAQM7kbaBbVfXGX0smEok49NBDY8CAAZ0+c/DgN+eZ7Ny5s9PnAQAAAJBfsj0jt7ysRJgLAEBO5W2gu2PHjvTrtwaxnVFTU5N+PWjQoKycCQAAAED+2DMjt7OShQVRXlZiRi4AADmXt4Hu2972tvTrbLVH3rhxY6vnAwAAANCztNZSub5pd4fD3JZzcs3IBQAgX+RtoFtSUhIRb8zQff7552PXrl1RXFzc4fP++7//O7Zt25ZeT5o0qdM1AgAAANC9st1SOcKcXAAA8ltBrgvYl+nTp0cikYhEIhHNzc3xf//v/+3UeT/+8Y/Tr4uLi+O9731vZ0sEAAAAoJvtaamcrTA3wpxcAADyW94GuqNGjYpp06ZFKpWKiIh/+Zd/iebm5g6d9cwzz8Rtt92WDohPOumkKCzM28vJAAAAALSirrE5KiqrsnZesrAgZk0dbU4uAAB5La9TzX/8x3+Mz3/+8xER8cQTT8SXv/zl+MEPftCuMzZu3BizZ8+OnTt3RkREIpGIr3zlK1mvFQAAAIDsajknd8PW2g7fzF122cxIFmbebTAnFwCAniCvA905c+bEjTfeGH/7298ilUrFggUL4qWXXoobb7wxDj300P1+tqmpKe6444742te+FlVVVZFIJCIiory8PN7//vd3R/kAAAAAdEC25+TOmjo6Jo8anIXKAACg++V1oJtIJOL++++P448/PrZu3RqpVCoWL14cS5YsiRkzZsS73/3uiIhIpVKRSCTijjvuiF//+tfx7LPPxqpVq6Kmpib9XiqVinHjxsVdd92V498KAAAAgP3ZMye3s5KFBVFeVqKlMgAAPVpeB7oREYcffngsXrw4Zs+eHdXV1RERsXv37li9enWsXr06vS+VSsXdd9+dsY6IdJh7yCGHxOLFi2PkyJHd+wsAAAAA0GYdnZN7z9zpMXb4wIxnWioDANAbFBx4S+7NmDEjnnjiiTj55JPTQe0eiUQi/dPyecQbwe7JJ58cf/nLX2Lq1KndVjMAAAAA7bPx9bp4/MVt7W6znCwsiGnjh8W4EcUZP8JcAAB6gx4R6EZEjB49OioqKmLlypXxsY99LAYPHhypVGqfP8lkMj74wQ/Gb3/726ioqIhRo0bl+lcAAAAAYD8+cesf4lMLH23358rLSoS3AAD0Wnnfcrml973vffG+970vdu/eHU888UQ89dRT8dprr8W2bduiuLg4Dj744Jg0aVJMnz49kslkrssFAAAAoIuYkQsAQF/Q4wLdPQoKCuLoo4+Oo48+OtelAAAAALAPdY3NUV1Tn143b9kVEzt4Vss5uWbkAgDQF/TYQBcAAACA/FXb0BzzFq2JisqqjJm4YxPVsaoDTdX2zMkV4AIA0NcIdAEAAADIunmL1sSSJzdl7TxzcgEA6KsKcl3A/hx99NFx8803x6uvvprrUgAAAABoo7rG5qiorMrKWcnCgpg1dbQ5uQAA9Fl5fUP3iSeeiEsvvTTmzZsXH/zgB2POnDnx4Q9/OPr375/r0gAAAACIvWfkRkRs2Fqb0Wa5re6+4NjoN2JCxjNzcgEA6OvyOtDdo7GxMZYsWRJLliyJ4cOHx6c+9ak4//zz4z3veU+uSwMAAADok/Y1I7czJr6tOGJ4cVbOAgCA3iKvWy5HRKRSqUgkEunXW7ZsiQULFsT06dOjrKwsvvOd78TGjRtzXCUAAABA37JnRm62wlwAAKB1eR3oPvPMM3H11VfHhAkTIpVKRURkhLtPP/10XHnllTFhwoQ47bTT4p577om6urpclgwAAADQ63VmRu7N50zLcjUAANC75XWge9hhh8W1114bzz//fKxYsSI++9nPxuDBgzPC3VQqFc3NzbFs2bI499xzo7S0NObOnRuPPPJIjqsHAAAA6PnqGpvjpS27Mn4ef3Fbh27mJgsL4sgxQ7ugSgAA6L16xAzdiIgTTjghTjjhhLjlllvigQceiLvuuiuWLVu2V0vm7du3x+233x633357TJw4MebMmRPnnXdeTJo0Kce/AQAAAEDP0RUzcsvLSiJZmNf3CwAAIO/0uH+CHjhwYHzmM5+Jhx9+OF566aW4/vrro6ysrNWWzOvWrYtrrrkmJk+eHDNnzowf//jHsWPHjlyWDwAAANAjZHNGbrKwIGZNHR3zzzoqC5UBAEDf0mNu6LZm9OjRccUVV8QVV1wRf/3rX+MnP/lJ3HvvvfHqq69GRGa4u2rVqli1alV86UtfitmzZ8fdd9+dy9IBAAAA8kZdY3NU19Sn1/VNu2PJk5s6dNY9c6fH2OEDM56NHJKMov793ljs7HCZAADQJ/XoQPetjj766Dj66KPjxhtvjIceeijuvPPOWLJkSTQ0NEREpG/w7tq1K+655x6BLgAAANDnZbutcrKwIKaNH/ZmeAsAAHRaj2u5fCCFhYVx5plnxqJFi2LTpk1xyy23xHvf+96IePPGLgAAAADZbasc8caMXGEuAABkV68LdN9q+PDhccQRR8QRRxwRyWQy1+UAAAAA5I26xuaoqKzKyllm5AIAQNfpNS2X3+qZZ56JO++8M+6+++548cUXc10OAAAAQE61nJEbEbFha22HbuYuu2xmJAsz7whkzMgFAACyqtcEutu2bYt777037rjjjvjjH/8YEW/Ozd3TannP+phjjslNkQAAAADdKNszcmdNHR2TRw3OQmUAAEBb9ehAt7m5OR566KG444474sEHH4yGhoaIeCO4TSQSkUgkIpVKRSqVitGjR8e5554bc+bMibKyshxXDgAAAND19szI7axkYUGUl5VoqQwAADnQIwPdv/71r3HHHXfEvffeG6+++mpEtH4bt6ioKGbPnh1z5syJ8vLyKCjo1SODAQAAANI6MyP3nrnTY+zwgem1lsoAAJA7PSbQ3bRpU9x1111x1113RWVlZURkhrhvvY173HHHxZw5c+KTn/xkDB06NJdlAwAAAHSLlnNyOzojN1lYENPGDxPgAgBAnsjrQLe2tjYeeOCBuPPOO2P58uWxe/fufYa4EyZMiPPOOy/OP//8mDx5co4rBwAAAOge2Z6TW15WIswFAIA8kteBbklJSezcuTMiMm/j7glxBw8eHB//+Mdjzpw58YEPfCCHlQIAAADkhjm5AADQu+V1oLtjx470TNw9QW5ExIknnhhz5syJs846K4qLi3NZIgAAAEDOdHRObssZuRHm5AIAQL7K60A34s2buW9/+9vj/PPPj/POOy/Gjx+f46oAAAAAulfLGbkRHZuTa0YuAAD0LHkd6B500EHxyU9+MubMmRMzZszIdTkAAAAA3c6MXAAA6NvyOtDdvHlzJJPJXJcBAAAAkDNm5AIAQN+W14GuMBcAAADoK1prqVzftLvDYW7LOblm5AIAQM+U14EuAAAAQG+X7ZbKEebkAgBAbyLQBQAAAMihbLVUfitzcgEAoPcQ6AIAAADkSF1jc1RUVmXtPHNyAQCg98lJoHvqqadmrBOJRCxduvSA+7JlX98HAAAA0JVazsndsLW2w22Wl102M5KFBRnPzMkFAIDeJyeB7rJlyyKRSERERCqVSr/e375s2d/3AQAAAHSFbM/JnTV1dEweNTgLlQEAAPlOy2UAAACALpatOblaKgMAQN+Ts0A3lUpldR8AAABAPuronNx75k6PscMHZjzTUhkAAPqenAS6jY2NWd0HAAAAkK+qa+rb3WY5WVgQ08YPE94CAAC5CXT79Wvbv4y0dR8AAABAb1JeViLMBQAAIsIMXQAAAIC8YUYuAADQkkAXAAAAIEvqGpujuqY+49nm7XX73H//xTOidGhRem1GLgAA0FJeB7obN25Mvx45cmT079+/w2c1NjZGdXV1ej1mzJhO1QYAAACwR21Dc8xbtCYqKqvaNS+3dGhRjBtR3IWVAQAAPV1eB7pjx46NRCIREREVFRVx0kkndfislStXxqmnnhoREYlEIpqamrJSIwAAAMC8RWtiyZObcl0GAADQC+V1oBsRkUql0qFuNs4CAAAAyKa6xuaoqKzKdRkAAEAvlfeBbrbCXAAAAIBsaDknd8PW2na1Wd4jWVgQI4cks1kaAADQC+V9oAsAAACQDzo6J3dfystKoqh/vyxUBgAA9GZ9JtCtq6tLvy4qKsphJQAAAEBPlK05ucnCgigvK4n5Zx2VhaoAAIDers8Eus8//3z69dChQ3NYCQAAANDTdHRO7j1zp8fY4QMzno0cknQzFwAAaLM+Eeju3r077rrrroh4Yybv29/+9hxXBAAAAOSrljNyIzo2JzdZWBDTxg8T3gIAAJ2S80D3pz/9aZv2/fa3v43Nmze3+dxUKhW7du2KdevWxa9+9at4+umn0+8de+yx7a4TAAAA6N3MyAUAAPJRzgPdc889NxKJxD7fT6VSERFx/fXXd/g7UqlU+jsSiUScd955HT4LAAAA6J3MyAUAAPJRzgPdPfYEtx19f18SiUQkEon05y+77LKYOnVqh84CAAAAer7WWirXN+3ucJjbck6uGbkAAEA25UWg29Gwtj1nH3nkkXH55ZfHZz/72S77LgAAACB/ZbulcoQ5uQAAQNfLeaC7cOHCVp+nUqm46KKL0q2SL7300jjiiCPafG5BQUEMGjQoRowYEUceeWSMHj06K/UCAAAAPVO2Wiq/lTm5AABAV8t5oHvBBRfs872LLroo/fr000+Pk046qTtKAgAAAHqZusbmqKisytp55uQCAADdJeeB7oF0ZTtmAAAAoHdqOSd3w9baDrdZXnbZzEgWFmQ8MycXAADoLnkd6D7zzDPp14ccckgOKwEAAAB6gmzPyZ01dXRMHjU4C5UBAAB0TF4HuocddliuSwAAAAB6kGzNydVSGQAAyBd5HegCAAAAtFVH5+TeM3d6jB0+MOOZlsoAAEC+EOgCAAAAvUJ1TX272ywnCwti2vhhwlsAACBvFeS6AAAAAIBcKS8rEeYCAAB5rUfd0N2+fXvcd999sXr16nj88cfj1VdfjW3btkV9fX27zkkkEu3+DAAAANB7mJELAAD0FD0i0G1oaIivfvWrceutt8bOnTvTz1OpVIfOSyQS2SoNAAAAyIG6xuaorsn8Y+3N2+v2uf/+i2dE6dCi9NqMXAAAoKfI+0D3tddei1NOOSWefPLJdICbSCQilUplBLMt1y11NPwFAAAA8kdtQ3PMW7QmKiqr2jUvt3RoUYwbUdyFlQEAAHSNvA50m5ub46yzzoo1a9ZExJtB7siRI2PChAnxpz/9Kf38ne98ZxQVFcWWLVti/fr10dzcnH4vImLChAkxduzY3PwiAAAAQFbMW7Qmljy5KddlAAAAdJuCXBewP/fcc0/8/ve/j0QiEYlEIsaPHx8PP/xwbN68OR577LGIeDOw/dd//df44x//GM8++2y8/vrr8eCDD8bpp5+evpn76quvxgUXXBCPPPJIPPLIIzn7nQAAAICOqWtsjorKqlyXAQAA0K3y+obud7/73Yh4o13ysGHDYsWKFTFhwoQDfq64uDg+9KEPxYc+9KH49a9/HXPmzInt27fHBRdcEDt37ox/+Id/6OrSAQAAgE5qOSd3w9badrVZ3iNZWBAjhySzWRoAAEC3ydtA95VXXoknn3wyfQP3n/7pn9oU5rZ05plnxkMPPRQnnXRS1NfXx6WXXhrHHXdcTJs2LdslAwAAAFnQ0Tm5+1JeVhJF/ftloTIAAIDul7ctlx999NGIiHTL5PPOO2+/+/fsa82MGTPi0ksvjYg35vJeffXVWaoSAAAAyLY9c3I7G+YmCwti1tTRMf+so7JUGQAAQPfL2xu6mzdvTr8uLS2NMWPG7Hd/XV3dft//4he/GNdff32kUqlYunRpvPrqq3HwwQdnpVYAAAAgOzo6J/eeudNj7PCBGc9GDkm6mQsAAPR4eXtDd8uWLRERkUgkorS0tNU9AwYMSL+ura3d73ljx46NiRMnRsQbt3n/8Ic/ZKdQAAAAIGuqa+rbfTM3WVgQ08YPi3EjijN+hLkAAEBvkLeBbr9+b/5LVzKZbHXP0KFD062WN27ceMAzR40alX79/PPPd7JCAAAAIB+YkQsAAPRmeRvoDhs2LP16+/btre55a8vk55577oBn7ty5s9XXAAAAQM9jRi4AANAX5O0M3cmTJ0fEG+2Rq6pan53zzne+M55++umIiHjkkUf2e96OHTti7dq1kUgkIiJi8ODBWawWAAAAaK+6xuaorqnPeLZ5e90+999/8YwoHVqUXpuRCwAA9AV5G+i+853vTL/esmVLvPLKKxktkyMi3v3ud8eiRYsilUrFmjVr4vHHH49p06a1et6///u/R2NjY0S8MZd3zzxdAAAAoHvVNjTHvEVroqKyql3zckuHFsW4EcVdWBkAAED+yduWyyNHjox3vOMd6fXq1av32vOJT3wiIt4IaFOpVJx77rmxYcOGvfb94he/iP/9v/93+nZuv3794oQTTuiiygEAAID9mbdoTSx5clO7wlwAAIC+Km9v6EZElJeXx9q1ayMi4qGHHorZs2dnvD9x4sSYNWtWLFmyJBKJRDz11FNxxBFHxOmnnx6HH354NDQ0xKpVq+IPf/hDpFKpiHgj/P3kJz+ZMaMXAAAA6B51jc1RUdn6aCUAAAD2lteB7ic+8Ym45ZZbIpVKxf333x833XRTDBo0KGPPzTffHCtXroyamppIJBKxc+fOWLRoUcaeVCqVvsU7cuTIuOGGG7rz1wAAAIA+q+Wc3A1bazt0MzdZWBAjhySzWRoAAECPkNeB7vvf//645JJLoq6uLiIi1q5du9eM3IkTJ8bDDz8cZ5xxRmzdujXdVvmt9oS5Y8aMiV//+tcxZsyYbqkfAAAA+qqOzsndl/Kykijq3y8LlQEAAPQseR3oRkTcdNNNB9wzffr0+J//+Z+49tpr4/7774+qqszWTaWlpXHeeefFFVdcEW9729u6qlQAAADg/9szJ7ezkoUFUV5WEvPPOioLVQEA/4+9ew+Pqrr3P/7Zk0lmgCQk0JAQkoBcigTlpiiggLd4QarWghaKBaVQq21F23D0aCkUaWnxKOVYbKtCrRRaAQWLthoRBC8HaC1BDARQEMIlRAghQGYySfbvD34ZmUAgM9nJ3kner+fheWat2Xut7xz9o8cPa30BAE2P4wPduvra176mefPmad68edq9e7cKCwtlmqZSUlJ00UUX2V0eAAAAAAAtRqR9cpdMGqS0xFYhc0lxHk7mAgAAAGjRmk2ge6aLLrqIEBcAAAAAgEZQs0euFFmfXI/bpf4ZCYS3AAAAAFBDswx0AQAAAABAw6JHLgAAAAA0DgJdAAAAAAAQNnrkAgAAAEDjINAFAAAAAAC1OteVyv6KqojD3Jp9cumRCwAAAADnR6ALAAAAAADOYvWVyhJ9cgEAAAAgErYEuosXL7Zj2xBjx461uwQAAAAAABzLqiuVz0SfXAAAAAAIny2B7rhx42QYhh1bBxHoAgAAAABwbr5ApXLyCi1bjz65AAAAABA5W69cNk2zUfczDEOmadoeJgMAAAAA4CQ1++QWFJdFfM3yO48Ml8ftCpmjTy4AAAAARM62QLexw1y79gQAAAAAwKms7pM7sk9Hde8Qa0FlAAAAAIBqtgS6zz//vB3bAgAAAACAM1jVJ5crlQEAAACg4dgS6E6cONGObQEAAAAAwP8XaZ/cJZMGKS2xVcgcVyoDAAAAQMOxtYcuAAAAAACwR1GpP+xrlj1ul/pnJBDeAgAAAEAjctldAAAAAAAAaBqyMpMJcwEAAACgkXFCFwAAAAAAnBc9cgEAAADAPgS6AAAAAAA0c75ApYpK/SFzh477an1+6f2DlRLvDY7pkQsAAAAA9iHQBQAAAACgmSorr1T2slzl5BWG1S83Jd6r9HatG7AyAAAAAEBdEegCAAAAANBMZS/L1aotB+0uAwAAAABQD44OdGNiYhpkXcMw5Pf7L/wgAAAAAABNlC9QqZy8QrvLAAAAAADUk6MD3YqKigZZ1zCMBlkXAAAAAAC71OyTW1BcFtY1y9U8bpeS4jxWlgYAAAAAqAdHB7rS6fDVNM2wnj+XcNYAAAAAAKCpiLRPbm2yMpPljY6yoDIAAAAAgBUcHegOGTIk7NO0p06dUlFRkQoKCiR9FfB26tRJXbp0sbpEAAAAAABsZVWfXI/bpazMZM0Z1deCqgAAAAAAVnF0oPv+++9H/G5hYaH++te/6qmnntL+/ft15MgR/eIXv9C99+lmqLQAACAASURBVN5rYYUAAAAAANgn0j65SyYNUlpiq5C5pDgPJ3MBAAAAwIEcHejWR3Jysh566CGNHz9eo0eP1urVq/W9731PPp9PP/jBD+wuDwAAAACAsNTskStF1ifX43apf0YC4S0AAAAANBHNNtCtlpCQoBUrVujyyy9Xfn6+HnroIV155ZUaMGCA3aUBAAAAAHBB9MgFAAAAgJat2Qe6ktSmTRvNnDlTd911lyorK5Wdna3Vq1fbXZYkqby8XNu3b9eePXu0f/9+lZaWKhAIKD4+Xu3bt1efPn3Uq1cvRUVZ8/9sV1RUaMOGDdq6dauOHDmiqKgodezYUZdddpl69+5tyR4AAAAAAOvQIxcAAAAAWrYWEehK0je+8Q15vV75fD6tXbtWe/fuVUZGhi21LFu2TO+8844++OADbd++XRUVFed9vm3bthozZoweeughXXzxxRHteeLECc2ePVvPPfecjh49es5nevbsqf/6r//ShAkTZBhGRPsAAAAAAKwTaY9c6ew+ufTIBQAAAICmyWV3AY3F4/Goa9euwfEHH3xgWy1TpkzRH/7wB23duvWCYa4klZSU6Pe//7369Omj6dOnyzTNsPb75JNP1KdPH82aNavWMFeS8vPzdd999+mWW25RSUlJWHsAAAAAAOrHF6jUvqOnQv78Z++xiK5Zru6Tm96udfAPYS4AAAAANE0t5oSuJMXGxgY/79u3z8ZKzub1epWRkaG2bduqqqpKX375pfbu3RsS3gYCAc2YMUP79u3Tiy++WKd18/Pzdd111+nLL78MmY+NjVXXrl1VVlamPXv2KBAIBL976623dMstt+jdd9+V1+u15gcCAAAAAM7J6h65En1yAQAAAKA5aTEndCXpwIEDdpcQlJqaqkmTJunll1/Wrl27dPLkSeXn52vjxo3617/+pT179ujIkSP64x//qLS0tJB3FyxYoIULF15wj4qKCo0ePTokzG3Xrp1eeuklHT16VLm5udqxY4cOHTqkxx9/XC7XV/86fPTRR5o6dap1PxgAAAAAcE7VPXKtCHM9bpdG9ulIn1wAAAAAaEZazAnd3NxcFRQUBHvDJiUl2VbLm2++qUsvvfSCfWoTExM1adIkjRo1SjfccIM+/vjj4HePP/64xo8fHxLC1rRgwQJ98sknIeutX79emZmZIc+1a9dOTz75pDIzM/Wd73wnOP/cc8/pRz/6kXr06BHuTwQAAAAAnIMvUKmiUn9w7K+o0qotByNaq2aPXIk+uQAAAADQHLWIQNfv9+uHP/yhJMk0TRmGoX79+tlWT58+fcJ6PjExUYsWLVLv3r2DVzAfPHhQH3zwgYYOHXrOd8rLy/Xkk0+GzD311FNnhblnGjt2rP7xj39o0aJFkk6f8J0+fbr+8pe/hFUvAAAAACCU1dcqV/fIJbwFAAAAgOav2V+5vGbNGl199dX68MMPgydi09PT1b9/f5srC0+vXr102WWXhcxt27at1uffeuutkD7BXbp00b333nvBfaZPnx5ycnjp0qUqKSmJoGIAAAAAQDUrr1WW6JELAAAAAC2Jo0/oTp48OaL3ysrKVFhYqNzc3JD+sdWnc2fMmGFViY2qW7du+te//hUcn/nbalq5cmXI+N57773gFc/VewwfPlxr166VJAUCAb355psaM2ZMZEUDAAAAQAvnC1QqJ6/QkrU8bpeyMpPpkQsAAAAALYijA90XXnihTiFkbaqvJz5zjXvvvVfjx4+vd2128Pl8IeOEhIRan33jjTdCxjfeeGOd98nKygoGupK0atUqAl0AAAAAqIOaPXIlqaC4LKKTue88Mlwed+jFWvTIBQAAAICWx9GBbn0ZhiHTNGWaprxer6ZPn67s7Gy7y4qIaZratGlTyFzNK5irFRYW6tChQ8Gxx+PRgAED6rzXVVddFTLevHlzGJUCAAAAQMtjdY/ckX06qnuHWAsqAwAAAAA0dY4PdKtP2UYiMTFRAwYM0IgRIzRu3DglJSVZWFnjWrBggQ4cOBAcX3zxxbriiivO+WzN3rrdu3dXTExMnffKzMwMGe/atUsVFRVyux3/rwsAAAAA2KK6R259caUyAAAAAKAmRyd0O3fuDPsdwzDk9XoVHx+v2Njm8beZX3rpJT3wwAPBscvl0rPPPlvrddT5+fkh4/T09LD2S0pKktfrDV7xXF5ert27d6tHjx5hVg4AAAAAzV99euQumTRIaYmtgmOuVAYAAAAA1OToQLdbt252l9AoduzYob179wbHgUBAxcXF2rp1q1auXKm8vLzgdzExMfrjH/+o66+/vtb1Dh8+HDJOS0sLu6bU1FR9/vnnIWtaEegePnxYRUVFYb2za9eueu8LAAAAAA2lqNQf0TXLHrdL/TMSCHABAAAAAOfl6EC3pZg/f75++9vfnvcZwzB0880361e/+pX69j3/1VsnTpwIGbdp0ybsmmq+U3PNSM2fP18zZsywZC0AAAAAaMqyMpMJcwEAAAAAF0Sg20SMHj1aP/7xjy8Y5kpnh69erzfs/Vq1ahUytirQBQAAAICWjj65AAAAAIBwEOg2Ea+88opeeeUVDR06VAsWLFD37t1rfba69221mJiYsPfzeDwh47KysrDXAAAAAIDmyBeoVFGpPzg+dNxX67NL7x+slPjQv2RLn1wAAAAAQDgIdB1g7ty5mjt3bnBcVlamI0eOKDc3V6+99poWL14cDFTXr1+vgQMHKicnR5dffvk516t5Ire8vDzsmvx+f8g4klO+5/LAAw9o9OjRYb2za9cu3XHHHZbsDwAAAACRKiuvVPayXOXkFda5Z25KvFfp7Vo3cGUAAAAAgOaMQNeBWrVqpbS0NKWlpenWW2/Vo48+qtGjR2vz5s2SpGPHjumOO+7Q1q1blZCQcNb7sbGxIeOaJ3brouaJ3JprRqpDhw7q0KGDJWsBAAAAQGPKXparVVsO2l0GAAAAAKCFaVKB7rZt2/Tmm2/qP//5j/bu3avjx4+rrKxMpmmGtY5hGMrPz2+gKq3XvXt35eTkaMCAAdq3b58kaf/+/ZozZ45mzZp11vM1w9eTJ0+GvWfNd6wKdAEAAACgKfIFKpWTV2h3GQAAAACAFqhJBLobNmzQlClTtHHjxpD5cIPcaoZhWFFWo/ra176mGTNm6L777gvO/elPfzpnoFvzBGxBQUHY+x04cOC8awIAAABAS1JU6q/zNcvVPG6XkuI8DVQRAAAAAKClcNldwIXMnz9fV111lTZu3CjTNENCXMMwwv7TlH3zm98M+Q0HDhzQF198cdZzPXv2DBnv3bs3rH0OHz4cck1zTEyMunbtGma1AAAAANCyZWUmyxsdZXcZAAAAAIAmztEndN944w398Ic/lPRVeFsd6kZFRSk+Pl6tW7e2ucrGk5CQoHbt2unIkSPBuUOHDqlz584hz1188cUh488++0zl5eWKiYmp0z7btm0LGXfr1k1ut6P/VQEAAAAAx/C4XcrKTNacUX3tLgUAAAAA0Aw4OqX78Y9/LEnBILddu3aaMmWKbr/9dvXq1YuQUVJ0dPRZcykpKUpJSdGhQ4ckSX6/X//+9781ePDgOq35wQcfhIz79etX/0IBAAAAoJlaev9gpcR7g+OkOA8ncwEAAAAAlnFsIrpp0ybt3r07GOb27t1bq1evbtG9XEtLS3X06NGQueTk5HM+e+utt+rFF18MjnNycuoc6Obk5ISMv/GNb4RZKQAAAAA0Xb5ApYpK/SFzh477anlaSon3Kr1dy7k9CgAAAADQuBwb6Obm5kqSTNOUYRhasGBBiw5zpdNXUJ/ZQzgpKUkdO3Y857O33XZbSKC7cOFC/exnP7tgH+HPPvtM7733XnAcHR2tESNG1LNyAAAAAHC+svJKZS/LVU5eofwVVXaXAwAAAACAJMlldwG1KSoqCn7u1KmTBg4caGM19isrK9PPf/7zkLmRI0fK5Tr3P8KbbrpJaWlpwfGePXu0cOHCC+4zffr0kND4W9/6ltq2bRth1QAAAADQdGQvy9WqLQcJcwEAAAAAjuLYQLd169PXVRmGodTUVJursc7UqVO1adOmsN45evSobrvtNu3YsSM4FxUVpYcffrjWdzwejx5//PGQuZ/+9KfKy8ur9Z3Fixdr0aJFIXvMmDEjrFoBAAAAoCnyBSqVk1dodxkAAAAAAJzFsYFujx49gp9LSkpsrMRab7/9tq644gpdeeWVevrpp7V582YFAoGznjNNU9u3b9fMmTPVs2dPvfPOOyHfP/zww7r00kvPu9fEiRPVu3fv4Li4uFhDhw7Vn//8Z1VUVATnjx49qp/97Ge65557Qt7//ve/r69//euR/EwAAAAAaFKKSv0Rncz1uF1KivM0QEUAAAAAAJzm2B66V199tTwej/x+vz7//HMdP35c8fHxdpdlmY0bN2rjxo2SpJiYGHXq1EkJCQmKiYlRaWmp9u3bp9LS0nO+O378eP3617++4B7R0dFaunSprr76ah09elTS6fB2/PjxevDBB9WtWzeVlZVp9+7dZ4XKV1xxhZ566ql6/koAAAAAaN6yMpPljY6yuwwAAAAAQDPm2BO68fHx+s53viNJqqio0Msvv2xzRQ2nvLxcu3fv1n/+8x9t2LBBeXl55wxz4+PjNX/+fC1cuLDW3rk19erVS++++646d+4cMn/ixAnl5uZqx44dZ4W5N9xwg9566y21atUq8h8FAAAAAM2Yx+3SyD4dNWdUX7tLAQAAAAA0c449oStJs2bN0qpVq1RUVKSf//znuummm9S9e3e7y6qXJUuW6O9//7tycnK0ceNGHT9+/LzPG4ahSy+9VPfcc4/Gjx+vpKSksPfs27evPvnkE/3qV7/S73//exUXF5/zuR49emjq1KmaOHGiDMMIex8AAAAAaAp8gUoVlfpD5g4d99X6/NL7Bysl3hsylxTn4WQuAAAAAKBRODrQTU5O1ooVK3TzzTfr6NGjuvbaa7Vo0SINHz7c7tIi1qtXL/Xq1UtTp05VVVWVdu7cqV27dmnv3r06fvy4AoGA4uLi1LZtW3Xp0kUDBgyw5KrpuLg4/fKXv9SMGTO0YcMGbd26VUeOHFFUVJQ6duyoAQMGXLAnLwAAAAA0ZWXllcpelqucvMKw+uWmxHuV3q51A1YGAAAAAEDtHB3oStKgQYP04YcfatSoUdq+fbuuu+46XXPNNRo1apQGDBigpKQkeb3eCy9UQ2pqagNUGx6Xy6WePXuqZ8+ejbZndHS0rr76al199dWNticAAAAAOEH2slyt2nLQ7jIAAAAAAAiL4wNdScrMzNS7776r66+/Xtu2bdPatWu1du3aiNczDEMVFRXWFQgAAAAAcDRfoFI5eYV2lwEAAAAAQNiaRKD71FNP6Re/+IVOnjwpwzBkmqbdJQEAAAAAHKxmn9yC4rKwrlmu5nG7lBTnsbI0AAAAAADC4vhAd9y4cVqyZEkwxDUMg1AXAAAAAHBOkfbJrU1WZrK80VEWVAYAAAAAQGQcHeg+/fTTWrx4sSQFQ1zTNNW+fXv17t1b7du3V+vWrW2uEgAAAADgFFb1yfW4XcrKTNacUX0tqAoAAAAAgMg5NtD1+/2aNWtWSJB7zTXX6Mknn9SQIUPsLg8AAAAAYKOaVypLkr+iKqIwd8mkQUpLbBUylxTn4WQuAAAAAMARHBvorl27VsXFxcErlu+44w4tXbpULpfL7tIAAAAAADax+kplj9ul/hkJhLcAAAAAAMdybKC7bds2SZJpmnK5XJo3bx5hLgAAAAC0cFZdqVyNHrkAAAAAAKdzbKDr95++OsswDHXv3l2dOnWyuSIAAAAAgJ18gUrl5BVashY9cgEAAAAATYVjA93U1NTg54SEBBsrAQAAAADYoWaf3ILisoivWX7nkeHyuL+69YkeuQAAAACApsKxge5FF10U/FxUVGRjJQAAAACAxmR1n9yRfTqqe4dYCyoDAAAAAKDxObYp7ZAhQ5SamirTNLVnzx4VFBTYXRIAAAAAoBFU98mtb5jrcbs0sk9HrlUGAAAAADRpjj2h63K5NHHiRM2cOVOS9PTTT+vpp5+2uSoAAAAAQEOKtE/ukkmDlJbYKmSOa5UBAAAAAM2BYwNdSXrssce0cuVKbdmyRc8++6yGDx+u22+/3e6yAAAAAAAWqNkjV4qsT67H7VL/jATCWwAAAABAs+ToQNfr9eqf//ynRowYoc2bN2v06NF67LHHlJ2drdhY+h8BAAAAQFNkdY/crMxkwlwAAAAAQLPl6EB38eLFkqQHHnhAv/zlL7Vnzx49+eSTmjt3rm666SZddtllSkpKktfrDXvtsWPHWl0uAAAAAKAOqnvk1pfH7VJWZjI9cgEAAAAAzZqjA91x48bJMIzg2DAMmaap0tJSLV++XMuXL494bQJdAAAAAGhY57pS2V9RFXGYW7NPLj1yAQAAAAAtgaMD3WqmaQaD3TMD3urv6qo6EK65BgAAAADAOlZfqSzRJxcAAAAA0HI5PtCtDmzDCW4vtBYAAAAAoOFYdaXymeiTCwAAAABoqRwd6D7//PN2lwAAAAAACIMvUKmcvELL1qNPLgAAAACgpXN0oDtx4kS7SwAAAAAAhKGo1B/xNcvvPDJcHrcrZI4+uQAAAACAls7RgS4AAAAAoGUY2aejuneItbsMAAAAAAAch0AXAAAAAGAbrlQGAAAAAOD8CHQBAAAAAI1i6f2DlRLvDZnjSmUAAAAAAM6PQBcAAAAAEDFfoFJFpf7g+NBxX63PpsR7ld6udWOUBQAAAABAs0GgCwAAAAAIW1l5pbKX5Sonr1D+iiq7ywEAAAAAoNlydKB74MCBBls7NTW1wdYGAAAAgOYue1muVm05aHcZAAAAAAA0e44OdNPS0mQYhuXrGoahiooKy9cFAAAAgOam5pXKkuSvqCLMBQAAAACgkTg60K1mmqbdJQAAAABAi2L1lcoet0tJcR4LKgMAAAAAoGVpEoFuJGqe7CUUBgAAAIC6s/pK5azMZHmjoyxbDwAAAACAlsLRge7YsWPDvnL51KlTKioq0n/+8x+dPHlS0ulwt2vXrho8eHBDlAkAAAAAzYovUKmcvEJL1vK4XcrKTNacUX0tWQ8AAAAAgJbG0YHuokWLIn63qqpKf//73zVjxgxt3rxZe/bs0Xe+8x3NmDHDwgoBAAAAoOmr2Se3oLgs4muW33lkuDxuV3CcFOfhZC4AAAAAAPXg6EC3Plwul26//XaNGDFCEydO1KJFi/Tkk0+qoqJCs2bNsrs8AAAAALCd1X1yR/bpqO4dYi2oDAAAAAAAVHNd+JGmLTo6WgsXLtTAgQNlmqZmz56t1atX210WAAAAANiuuk9ufcNcj9ulkX06cq0yAAAAAAANoNme0D1TVFSUZs6cqZtvvlmS9Oijj2rTpk02VwUAAAAA9om0T+6SSYOUltgqZI5rlQEAAAAAaDgtItCVpOuvv15xcXEqLS3Vxx9/rPz8fPXs2dPusgAAAACgwdXskStF1ifX43apf0YC4S0AAAAAAI2oxQS6UVFR6ty5s7Zu3SpJ2rBhA4EuAAAAgGbN6h65WZnJhLkAAAAAADSyFhPoSpLX6w1+PnjwoI2VAAAAAEDDq+6RW18et0tZmcn0yAUAAAAAwAYtKtDdu3dv8LPb3aJ+OgAAAIBm7FxXKvsrqiIOc2v2yaVHLgAAAAAA9mkxqeb69et1+PDh4LhDhw42VgMAAAAA9Wf1lcoSfXIBAAAAAHCaFhHoFhcX64EHHpBhGDJNU5I0cOBAm6sCAAAAgPqx6krlM9EnFwAAAAAAZ3HZXUBDKi0t1cKFC9WvXz/l5eVJkgzDUK9evXTxxRfbXB0AAAAARM4XqFROXqFl63ncLo3s05E+uQAAAAAAOIyjT+jeeOONEb1XVlamwsJC7d69W1VVVTJNM3g61zAMzZ492+JKAQAAAKBh1eyTW1BcFvE1y+88Mlwed+jf76VPLgAAAAAAzuToQPedd96RYRgRvVt9tbKkkKuWp02bppEjR1pSHwAAAAA0NKv75I7s01HdO8RaUBkAAAAAAGgMjg5066M6CDZNU6ZpKiUlRXPnztVdd91lc2UAAAAAUHdW9cn1uF3KykzmSmUAAAAAAJoYxwe6Z560ravo6GjFxcWpc+fOGjBggEaMGKFvfOMbcrsd/3MBAAAAICjSPrlLJg1SWmKrkDmuVAYAAAAAoGlydMIZCATCfscwDLlcrgs/CAAAAAAOV1TqD/uaZY/bpf4ZCYS3AAAAAAA0E44OdKOi+A8QAAAAABCOrMxkwlwAAAAAAJoRRwe6AAAAAIC6oUcuAAAAAADNE4EuAAAAADiAL1CpolJ/yNyh475an196/2ClxHuDY3rkAgAAAADQPBHoAgAAAICNysorlb0sVzl5hWH1y02J9yq9XesGrAwAAAAAADgBgS4AAAAA2Ch7Wa5WbTlodxkAAAAAAMChXHYXcD5bt27V17/+9eCfdevWRbTOe++9F1yjZ8+e2rlzp8WVAgAAAED4fIFK5eQV2l0GAAAAAABwMEcHus8995x27dqlXbt2ye12a9iwYRGtM2zYMLlcruBaf/zjHy2uFAAAAADCV1TqD+ua5Woet0tJcZ4GqAgAAAAAADiNowPdFStWSJIMw9A999wT8TqGYei73/2uJMk0Tb366quW1AcAAAAAdsjKTJY3OsruMgAAAAAAQCNwbKC7fft2HTz4VR+p2267rV7r3X777cHPe/bs0Z49e+q1HgAAAAA0No/bpZF9OmrOqL52lwIAAAAAABqJ2+4CavPpp58GP8fGxqp37971Wi8zM1OxsbE6ceKEJOmTTz5Rly5d6rUmAAAAADSUpfcPVkq8N2QuKc7DyVwAAAAAAFoYxwa6+/fvl3T6uuT09PR6r2cYhjIyMpSXlydJ2rt3b73XBAAAAIAQAZ90orDWr/0VVTpysjw4PlrqV5pRdM5nO6lIqUZooKsTllQJAPY6fsDuCgAAAIAmxbGBbvVJWkmKi4uzZM0z1yktLbVkTQAAAABQ+Slp5YNS/ptSha/WxzySUs8Yp0p631PLw3+yrjwAAAAAANB0OTbQjY2NDX4+duyYJWuWlJQEP8fExFiyJgAAAABo5YPSp6/aXQUAAAAAAGiGXHYXUJukpCRJkmmaKigoUEVFRb3WCwQCIdcsV68PAAAAAPUS8J0+mQsAAAAAANAAHBvoduvWLfj51KlTWrduXb3WW7dunU6dOhUcd+7cuV7rAQAAAICk0z1zz3PNMgCgjtxeKTbZ7ioAAAAAx3FsoHv55Zerbdu2MgxDkjR79ux6rXfm+61bt9bgwYPrtR4AAAAAAAAs1HOEFO21uwoAAADAcRwb6LpcLt18880yTVOmaWr16tWaN29eRGvNmzdPq1evlmEYMgxDN910k6Kjoy2uGAAAAAAAAGFze6Xed0q3/87uSgAAAABHcttdwPk88cQTeuWVVySd7qX7yCOP6NixY3riiSfkcl04i66qqtLMmTM1c+ZMGYYh0zTlcrn0xBNPNHTpAAAAAJohX6BSRaX+kLnKo6fUpZbnR/mn6ZDa17revG/3V0rbr06jtW8TI4/bsX/vFgAaRmwyJ3MBAACA83B0oNu7d29973vf0/PPPy/DMFRVVaUZM2Zo8eLFevDBB3XLLbeoe/fuZ723a9cuvfnmm5o/f7527twp0zSDp3MnTJigfv362fBrAAAAADRVZeWVyl6Wq5y8QvkrqkK+SzOK9L7n3O8dUnsVmEnn/M7jdikz8xJ5o6OsLhcAAAAAADQjjg50JenZZ5/Vp59+qg8//DB4ynbHjh2aMmWKpkyZovj4eCUlJSk2NlYnTpxQUVGRjh8/Lun0qV5JwfeGDh2q5557zs6fAwAAAKAJyl6Wq1VbDlq6ZlZmMmEuAAAAAAC4IMcHutHR0XrjjTd0zz33aNWqVTIMQ9JXYW1JSYlKSkrO+e6Zz95xxx3605/+RO9cAAAAAGHxBSqVk1do2Xoet0tZmcmaM6qvZWsCAAAAAIDmy/GBriS1bdtWr7/+un73u99p9uzZ2r9/v6SvAttzMU1TpmkqPT1djz/+uCZPntxY5QIAAABowmr2yS0oLjvrmuW6WjTxSkW16xwylxTn4WQuAAAAAACosyYR6FZ78MEHNXnyZC1btkxvv/221q9frz179qiq6qv/uOJyudS1a1cNHTpUN998s+68805FRfEfSwAAAACc3/n65EaqS/vWUmJrS9YCAAAAAAAtU5MKdKXTVzCPGTNGY8aMkXT6JO6xY8dUWlqquLg4JSQknPfkLgAAAACcS0P0yQUAAAAAAKivJhfo1mQYhhITE5WYmGh3KQAAAACaqEj75C6ZNEido76U/mR9TQAAAAAAAFIzCHQBAAAAIBw1e+RKkfXJ9bhd6p+RIO+JE1aWBwAAAAAAEIJAFwAAAECLYHWP3KzMZHmjoyyoDAAAAAAAoHYEugAAAABaBKt65HrcLmVlJmvOqL4WVAUAAAAAAHB+tgS6R44cUfv27e3YulZOrAkAAACANSLtkSud7pObltgqOE6K83AyFwAAAAAANBqXHZt269ZNs2bN0qlTp+zYPsSpU6c0c+ZMdevWze5SAAAAADSQolJ/RNcsV/fJTW/XOviHMBcAAAAAADQmWwLd48ePa9q0aercubNmzJihI0eONHoNR44c0fTp09W5c2dNnz5dpaWljV4DAAAAAGejTy4AAAAAALCbLYFutSNHjugXv/iFMjIyNGHCBL3//vsNvuf69es1fvx4ZWRkaObMmTp69KhM02zwfQEAAAA0HR63SyP7dKRPLgAAAAAAsJ0tPXTXrFmjH/3oR9q6datM01RZWZlefvllvfzyy+rcubO++c1v6vbbb9fgwYMVHR1dr70CgYA++ugjrVixQq+99pr27t0rSSEh7qWXXqp58+bVax8AAAAAzuEL7HpMvwAAIABJREFUVKqo1B8cHzruq/XZpfcPVkq8N2SOPrkAAAAAAMApbAl0hw8frs2bN+sPf/iDZs2apQMHDkg6HbLu2bNHc+fO1dy5c+X1enXllVfq8ssv1yWXXKKePXsqLS1NKSkpiooK/Y8rlZWVOnjwoAoKCpSfn69PPvlE//73v7Vx40b5fL7g+mdKTU3VE088ocmTJ8vlsvWwMgAAAAALlJVXKntZrnLyCuvcMzcl3qv0dq0buDIAAAAAAIDI2BLoSpLL5dIPfvAD3XfffZo/f76eeeYZFRQUBL+vPrn73nvv6b333jvrfY/Ho1atWsk0Tfl8Pvn9/rOeqV5HkgzDCM6lpaXpJz/5ie6//355PB6LfxkAAAAAu2Qvy9WqLQftLgMAAAAAAMAyth9L9Xg8evjhh7V7924tWbJEw4YNO+dzpmmG/PH5fCouLtaxY8fk8/nO+v5chg0bpiVLlmj37t166KGHCHMBAACAZsQXqFROXqHdZQAAAAAAAFjKthO6NUVFRenuu+/W3XffrX379mnJkiVatWqV/u///k8VFRUhz5552vZMZwa5pmnK7XZr0KBBuvXWWzVmzBhlZGQ06G8AAAAA0Dhq9siVpILisjpfs1zN43YpKY6/6AkAAAAAAJzLMYHumdLT0zV16lRNnTpVpaWl+uijj/Tvf/9bW7Zs0e7du7Vv3z6VlJSorKxMktSqVSslJCQoPT1dXbp0UZ8+fXTZZZdp8ODBiouLs/nXAAAAALBKJD1yzycrM1ne6CgLKgMAAAAAAGgYjgx0zxQXF6cbb7xRN954o92lAAAAALCZVT1yPW6XsjKTNWdUXwuqAgAAAAAAaDiOD3QBAAAAtEw1r1X2V1RFHOYumTRIaYmtguOkOA8ncwEAAAAAQJNAoAsAAADAUay+Vtnjdql/RgIBLgAAAAAAaJIIdAEAAAA4ilXXKlejTy4AAAAAAGjKCHQBAAAAOIYvUKmcvEJL1qJPLgAAAAAAaA4IdAEAAADYomaPXEkqKC6L6Jrldx4ZLo/bFTJHn1wAAAAAANAcEOgCAAAAaFRW98gd2aejuneItaAyAAAAAAAA5yHQBQAAANCorOqRy5XKAAAAAACgJSDQBQAAANBo6tMjd8mkQUpLbBUcc6UyAAAAAABoCQh0AQAAADSaolJ/RNcse9wu9c9IIMAFAAAAAAAtjsvuAgAAAADgQrIykwlzAQAAAABAi8QJXQAAAACORZ9cAAAAAADQ0hHoAgAAAGgQvkClikr9IXOHjvtqfX7p/YOVEu8NmaNPLgAAAAAAaOkIdAEAAABYqqy8UtnLcpWTVxhWv9yUeK/S27VuwMoAAAAAAACaHgJdAAAAAJbKXparVVsO2l0GAAAAAABAs+CyuwAAAAAAzYcvUKmcvEK7ywAAAAAAAGg2OKELAAAAIGI1++QWFJeFdc1yNY/bpaQ4j5WlAQAAAAAANAuODnQPHDgQ/JyUlKTo6OiI1woEAioqKgqOU1NT61UbAAAA0JJF2ie3NlmZyfJGR1lQGQAAAAAAQPPi6EA3LS1NhmFIknJycnTddddFvNa6det04403SpIMw1BFRYUlNQIAAAAtkVV9cj1ul7IykzVnVF8LqgIAAAAAAGh+HB3oSpJpmsFQ14q1AAAAANRPpH1yl0wapLTEViFzSXEeTuYCAAAAAACch+MDXavCXAAAAADWKCr1h33NssftUv+MBMJbAAAAAACAMLnsLgAAAABA80ePXAAAAAAAgMg4/oSuVXw+X/Cz1+u1sRIAAACg5aBHLgAAAAAAQP20mED3888/D36Oj4+3sRIAAACg6fAFKlVU6g+ZO3TcV8vT0tL7Bysl/qu/QEmPXAAAAAAAgPppEYFuVVWVXn75ZUmne/L26NHD5ooAAAAAZysrr1T2slzl5BWG1S83Jd6r9HatG7AyAAAAAACAlsX2QHfx4sV1em716tU6dOhQndc1TVOnTp3S7t27tXLlSm3fvj343ZVXXhl2nQAAAEBLkr0sV6u2HLS7DAAAAAAAgBbP9kB33LhxMgyj1u9N05QkzZ49O+I9TNMM7mEYhu65556I1wIAAACaO1+gUjl5hXaXAQAAAAAAADkg0K1WHdxG+n1tDMOQYRjB9x955BH16dMnorUAAACA5qhmn9yC4rKwrlmu5nG7lBTnsbI0AAAAAACAFs8RgW6kYW04a/fu3Vs/+clPNGHChAbbCwAAAGhKIu2TW5uszGR5o6MsqAwAAAAAAADVbA90n3/++XPOm6apyZMnB69Kfvjhh9WrV686r+tyudSmTRu1a9dOvXv3VseOHS2pFwAAAGgurOqT63G7lJWZrDmj+lpQFQAAAAAAAM5ke6A7ceLEWr+bPHly8POIESN03XXXNUZJAAAAQLMXaZ/cJZMGKS2xVchcUpyHk7kAAAAAAAANxPZA90Ia8jpmAAAAoCWo2SNXiqxPrsftUv+MBMJbAAAAAACARuToQHfnzp3Bz506dbKxEgAAAKDpoUcuAAAAAABA0+foQLdbt252lwAAAAA0WfTIBQAAAAAAaPocHegCAAAAiEykPXKls/vk0iMXAAAAAADAPgS6AAAAQDNUVOqP6Jpl+uQCAAAAAAA4S5MMdP1+vw4cOKCSkhKVlZXJNM2w1xgyZEgDVAYAAAA0bfTJBQAAAAAAcJYmE+ju2LFDL774ov7xj39o+/btqqysjHgtwzBUUVFhYXUAAABA00afXAAAAAAAAGdyfKAbCAT02GOP6be//a2qqqoiOo0LAAAANGe+QKWKSv0hc4eO+2p9fun9g5US7w2Zo08uAAAAAACAMzk60K2srNRdd92l119/PRjkGoYhSc0m2DVNU3v27NEnn3yigoICHTt2TB6PR4mJierRo4cGDhwor9d74YXCUFpaqg8++EA7duzQ8ePH1apVK3Xu3FlDhgxRamqqpXsBAACg4ZSVVyp7Wa5y8grD6pebEu9VervWDVgZAAAAAAAArOLoQPfZZ5/VypUrZRiGDMOQaZoyTVOZmZnq16+fOnTooDZt2thdZtiKi4u1YsUK/fOf/9S7776rL7/8stZno6Ojdeutt2rKlCkaPnx4vfbdvXu3pk2bpldeeUXl5eVnfW8YhoYPH64ZM2Zo2LBh9doLAAAADS97Wa5WbTlodxkAAAAAAABoQI4NdKuqqjRr1qxgkCtJN9xwg5555hn17t3b5uoi9+CDD+qFF144Z6B6LoFAQCtWrNCKFSv03e9+V//7v/+r+Pj4sPd95ZVXdO+99+rUqVO1PmOaptauXatrrrlGU6dO1a9+9avgiWgAAAA4iy9QqZy8QrvLAAAAAAAAQANzbKC7YcMGffnll8HTubfccotef/11uVwuu0urlw0bNpwzzI2KilLHjh2VnJysQCCgL774QiUlJSHP/PnPf9b27du1evVqxcbG1nnPpUuXasyYMaqqCr2GLykpSenp6Tp8+LD2798fDM5N09Svf/1r+f1+PfPMMxH8SgAAAITrXH1wz6eguCysa5aredwuJcV5wn4PAAAAAAAA9nBsoJuXlyfpdLhoGIbmzp3b5MPcmhISEjR27FjdeuutGjp0qOLi4oLfVVZWav369Zo2bZrWr18fnN+4caMmTJigZcuW1WmPzz77TPfee29ImNu3b18988wzuvbaa4Nz+fn5+u///m+9+uqrwbm5c+dq6NChuvPOO+vzMwEAAHAekfbBjVRWZrK80VENvg8AAAAAAACs4diEtKioKPi5S5cu6t69u43VWKtLly564YUXdODAAf3ud7/TiBEjQsJc6fSJ3WuuuUZr1qzR5MmTQ75bvny51qxZU6e9fvazn+nkyZPB8cCBA7Vu3bqQMFeSevbsqWXLlp2119SpU1VRURHOzwMAAEAYqvvgNnSY63G7NLJPR80Z1bdB9wEAAAAAAIC1HHtCNzo6WpJkGIY6dOhgczXWmTFjhrKyshQTE1On56OiojR//nx9/PHH+te//hWcf+GFF84KZWv69NNP9be//S04jomJ0UsvvVRrD17DMPTb3/5Wa9as0c6dOyWdPuG7cOFCTZo0qU71AgAAoHY1r1X2V1Rp1ZaDlu+zZNIgpSW2CplLivNwMhcAAAAAAKAJcmyg26VLl+DnY8eO2VeIxW699daw34mKitLUqVN11113BefeeuutC763YMGCkKuWv/3tb6tXr17nfcfr9erRRx/VxIkTg3MvvPACgS4AAEA9NOa1yh63S/0zEghvAQAAAAAAmgnHXrk8dOhQuVwumaapPXv26NSpU3aXZKuhQ4eGjI8cOXLB/5u8/vrrIeMzQ9rzufvuu9WmTZvgeNOmTTpw4EAdKwUAAEBNjXWtskSPXAAAAAAAgObGsYFuhw4dNHLkSElSeXm5Xn31VZsrsldiYuJZcyUlJbU+n5+fr127dgXHbdq00ZAhQ+q0V81nTdPUG2+8EUa1AAAAqOYLVConr7DB96FHLgAAAAAAQPPk2CuXJek3v/mN3n77bfn9fj3xxBMaMWKE2rVrZ3dZtti/f/9Zc+3bt6/1+c2bN4eMr7jiCrnddf/HfdVVVyknJ6fW9QAAAHC2mj1yJamguCyik7nvPDJcHnfd//4lPXIBAAAAAACaJ0cHul//+te1cOFCjRs3Tvv27dOIESP02muvqWPHjnaX1ujWr18fMu7cubNiYmJqfX7btm0h48zMzLD2q/l8zfUAAADwFat75I7s01HdO8RaUBkAAAAAAACaOsdeuVzt7rvv1vLly9W2bVtt2rRJl1xyiaZNm6atW7faXVqjWrBgQch4xIgR530+Pz8/ZJyenh7WfjWfr7keAAAAvmJVj1yuTQYAAAAAAEBNjj+hW83lcsk0TRUXF2vWrFmaNWuWvF6v2rdvL6/XG9a6hmE0qYDyzTff1Lp160LmJkyYcN53Dh8+HDJOS0sLa89OnTqFjIuKisJ6HwAAoKWoT4/cJZMGKS2xVXDMtckAAAAAAACoydGB7q5du2QYhkzTlGEYMgxDkmSapiSprKxMBQUFYa9bvU5TcPToUX3/+98Pmbvjjjt0xRVXnPe9EydOhIzbtGkT1r41nw8EAvL7/fJ4PGGtU9Phw4fDDod37dpVrz0BAAAaUlGpP6KTuR63S/0zEghwAQAAAAAAcF6ODnSr1Qxg6xPIVofBTUFVVZXGjRsXElq3bdtW8+bNu+C7NQPdcE8xt2rV6qy5EydO1DvQnT9/vmbMmFGvNQAAAJqDrMxkwlwAAAAAAABckKMD3dTU1CZ1mtZq2dnZ+sc//hEy94c//KFO/XB9Pl/IOCYmJqy9zxXclpWVhbUGAAAAzuZxu5SVmUyfXAAAAAAAANSJowPdSK5Tbi7mzZunp59+OmRu6tSpuvvuu+v0fs0TueXl5WHt7/f7L7gmAAAAzm/p/YOVEh/6v6HokwsAAAAAAIBwODrQbakWL16sKVOmhMxNmDBBs2fPrvMasbGxIeOaJ3Yv5FyncWuuGYkHHnhAo0ePDuudXbt26Y477qj33gAAAPXlC1SqqDT0L74dOl77/85KifcqvV3rhi4LAAAAAAAAzRiBrsOsWrVK48ePD+n1e+edd+qFF14I6/rpmuHryZMnw6qj5vNut9uSE7odOnRQhw4d6r0OAABAYyorr1T2slzl5BXKX1FldzkAAAAAAABoQQh0HWTNmjUaPXq0KioqgnNZWVlasmSJoqLCu5avZmga7vXV+/fvDxknJSWF9T4AAEBzkr0sV6u2HLS7DAAAAAAAALRALrsLwGkbNmzQbbfdFnI18pAhQ/Taa68pJiYm7PV69uwZMt67d29Y79d8/uKLLw67BgAAgObAF6hUTl6h3WUAAAAAAACghWryJ3TLyspUUlKiqqoqJSUlKTo62u6SwrZlyxbdcsstOnHiRHCuf//+evPNN9WmTZuI1qwZwObl5YX1/rZt2867HgAAQEtRVOqP6Jplj9ulpDhPA1QEAAAAAACAlqTJBbrr1q3T8uXLtX79em3fvl1+vz/4XU5Ojq677rqz3tm8ebNOnTolSUpISFBmZmaj1Xsh+fn5ysrKUnFxcXCuV69eeuutt9S2bduI1+3Xr1/IeNOmTaqoqJDbXbd/5B988MF51wMAAMD5ZWUmyxsdXtsMAAAAAAAAoKYmE+hu2rRJDzzwgD7++OPgnGmawc+GYdT67qJFi/TMM89Iktq2bauDBw/K47H/tMQXX3yhG264QYcPHw7OXXTRRcrJyal3z9qLL75Y3bp102effSZJOnnypD788EMNGzbsgu+ePHlSH330UXBsGIZGjhxZr3oAAABaCo/bpazMZM0Z1dfuUgAAAAAAANAMNIlA99lnn9VPfvITVVRUyDRNGYYRDHPP/Fybhx56SPPmzVNFRYVKSkr06quvasyYMY1Req0OHjyo66+/XgUFBcG5Tp06afXq1erUqZMle9x2223BIFuSXnzxxToFun/7299Crn++/PLLlZqaaklNAAAATucLVKqo9KtbYA4d99X67NL7Bysl3hsylxTn4WQuAAAAAAAALOP4QPell17Sj3/8Y0lfncJ1uVzq16+fMjIy9Nprr11wjfT0dF177bXKycmRJK1cudLWQPfo0aPKysoKnp6VpKSkJOXk5Oiiiy6ybJ/77rtPc+fODQbef/3rX/Xoo4+qV69etb7j8/k0e/bskLmJEydaVhMAAIBTlZVXKntZrnLyCuvcMzcl3qv0dq0buDIAAAAAAAC0ZC67CzifvXv36v7775dhGMEw9+GHH9bBgwe1adMmLV++XNL5r1uu9q1vfUvS6WuaV69e3XBFX0Bpaaluvvlmffrpp8G5hIQEvf322+cNWiNxySWX6K677gqOy8vLNX78eB0/fvycz5umqSlTpmjnzp3Bua5du+q+++6ztC4AAAAnyl6Wq1VbDtY5zAUAAAAAAAAag6NP6E6bNk1+/+nr7gzD0Msvv6yxY8dGtNbQoUODn48eParPP/9cXbt2taTOcNx2223atGlTyNwjjzyiL7/8Uu+8805Ya1122WVKTEw87zNPPvmk/v73v+vUqVOSTvciHjZsmObOnatrrrkm+NyOHTv02GOP6dVXXw15f/bs2YqOjg6rLgAAgKbGF6hUTl6h3WUAAAAAAAAAZ3FsoFteXq7ly5cHT99OmjQp4jBXknr27KlWrVqprKxMkrRt2zZbAt21a9eeNTdt2rSI1lqzZk1IKHsu3bt314svvqixY8cGr17Ozc3Vtddeq6SkJGVkZOjw4cMqKCg4qxfxj370I40ePTqi2gAAAJyqZo9cSSooLgv7ZK7H7VJSnMfK0gAAAAAAAICzODbQ/fDDD3Xy5ElJp0/nZmdn12s9l8ul1NTUYN/agoKCetfYVHz729+WaZqaOHFiMNCWpKKiIhUVFZ3znZ/+9Kf6zW9+01glAgAANLhIeuSeT1ZmsrzRURZUBgAAAAAAANTOsT10d+/eHfzcqVMndevWrd5rJiQkBD/X1ke2uRozZoy2bt2qsWPHnvcK5WHDhmnt2rWaM2dOnXoTAwAANBVW9cj1uF0a2aej5ozqa1FlAAAAAAAAQO0ce0K3+uSoYRjq2LGj5etXVdX/VEYkal5r3Ji6du2qv/zlL3ruuef0/vvva+fOnSotLZXX61VGRoauuuoqderUybb6AAAArFLzWmV/RZVWbTkY0VpLJg1SWmKr4DgpzsPJXAAAAAAAADQaxwa6MTExwc/l5eWWrHn06NHg5/bt21uyZlMUHx+vESNG2F0GAACA5ay+Vtnjdql/RgIBLgAAAAAAAGzj2EC3Q4cOkk6faN2/f3+91yspKdEXX3wRvEY4KSmp3msCAADAWaqvVbYKfXIBAAAAAABgN8f20D2zZ+6RI0eUn59fr/XeeustVVVVBa88HjhwYL3WAwAAgLP4ApXKySu0ZC365AIAAAAAAMApHHtCd+DAgUpMTNSxY8ckSc8//7yeeuqpiNf7n//5n+DnHj16KDU1td41AgDw/9i79yC76/J+4M85OcnZhOxCYvYSSBaDONCtJiBeEhQQcNE6QbATxAIVO8o0Wq0tsDCFekGkXiJiLaW2olVajDWrhTFeNwIDBYtQdSNupEYJGEiWBXLZhN3NXs7vD357ylmyYS/f3XPZ12tmx/P57Pf7Oc/+wzjzzud5gNLR1d03oTbLmy49LbKZwn/naE4uAAAAAKWiZG/optPpOOeccyKXy0Uul4t//Md/jM2bN0/orL/7u7+LBx54ICIiUqlUXHTRRUmWCgBAmVq9fHEcWzc/li6cV/AjzAUAAACgVJRsoBsR8ZGPfCTmzJkTqVQq+vr64s1vfnM8+OCDY35/aGgoPvzhD8eHP/zh/Ozcww8/PP7yL/9yqkoGAKAMaKkMAAAAQLko2ZbLEREvfelL46qrroqPfexjkUqlorOzM1atWhUXXXRR/Omf/mmcdNJJERGRy+UilUpFLpeL3bt3x9atW+OOO+6IL37xi/Hoo4/m5+amUqm44YYboqampph/FgAA02zD2lXRUFOVX2upDAAAAEC5KOlAN+K5W7q/+c1v4tZbb41UKhWDg4Nxyy23xC233FLwXC6Xi7POOusFexGRD3s/+MEPxsUXXzxttQMAMDV6+wejq7uvYG/n3t5Rn2+oqYqlC+dNdVkAAAAAkLiSD3QjIr72ta9FY2NjfPrTn87vPT+sHbk3bDjITaVS8fGPfzyuvvrq6SkYAIAp0XNgMFpa26OtozP6BoaKXQ4AAAAATLmSnqE7LJ1Ox3XXXRd33nlnnH766S8IboelUqkXBLynnHJK3HnnncJcAIAK0NLaHhs37xDmAgAAADBjlMUN3WGnnHJKbNq0KR566KH4/ve/H/fcc09s2bIlnn766dizZ0/MnTs3Fi1aFMuWLYvTTz893vKWt8RrX/vaYpcNAMA4Haylct/AUGzcvKNIFQEAAABAcZRVoDvsFa94RbziFa+IlpaWYpcCAECCpqKlcjaTjtrqbCJnAQAAAMB0K8tAFwCAyjTcUjlJzU31UTV7VqJnAgAAAMB0EegCAFASevsHo62jM7Hzspl0NDfVx7o1KxI7EwAAAACmm0AXAICiGDknd/uungm3Wd506WmRzaQL9mqrs27mAgAAAFD2Sj7QfeKJJ/KfDz/88DjssMPGfcb+/ftjz549+fWRRx6ZSG0AAIxf0nNyVy9fHMfWzU+gMgAAAAAoPekXf6R4fvjDH8bSpUvzP7/+9a8ndM6WLVsKzrn77rsTrhQAgLEanpM72TA3m0nH6uWLtVQGAAAAoKKV9A3dL33pS5HL5SIi4vTTT4+TTjppQue8+tWvjlNOOSUf5N58881x6qmnJlYnAABjM9E5uesvWRlLFswt2NNSGQAAAICZoGQD3f7+/vjRj34UqVQqIiL+5E/+ZFLnXXTRRflA93vf+17kcrn82QAATI+u7r5x38zNZtJxYuMRwlsAAAAAZqSSbbnc3t4e+/bty9/Qfctb3jKp857//q5du+JXv/rVpM4DAGB6NDfVC3MBAAAAmLFKNtB9/rzcRYsWxZIlSyZ13pIlS6K2tja/7ujomNR5AABMLTNyAQAAAKCEWy53dXVFREQqlYrFixcncubixYvz5+7cuTORMwEAOLje/sHo6u4r2Nu5t3fU5zesXRUNNVX5tRm5AAAAAFDCgW5PT0/+c1VV1SGeHLvnn7N///5EzgQAoFDPgcFoaW2Pto7Occ3LbaipiqUL501hZQAAAABQfko20F2wYEH+81NPPZXImc8/Z/78+YmcCQBAoZbW9ti4eUexywAAAACAilCyM3SH593mcrl47LHHYu/evZM6b8+ePfHoo49GKpUqOB8AgOT09g9GW0dnscsAAAAAgIpRsoHuK1/5yoh4bobu4OBgbNy4cVLnfec734nBwcHI5XIREXH88cdPukYAgJmut38wfv/Ms/mfnz+2e1xtlodlM+morc5OQYUAAAAAUN5KtuXycccdF0uWLInHH388crlcXHPNNfGOd7wjMpnxl9zf3x/XXnttpFKpyOVyUVdXFyeccMIUVA0AMDNMdE7uaJqb6qNq9qwEKgMAAACAylKyN3QjIs4///zI5XKRSqVi69atcfHFF0/onIsvvjh+85vf5M96xzvekXClAAAzy/Cc3MmGudlMOlYvXxzr1qxIqDIAAAAAqCwle0M3IuLKK6+ML37xi/Hss89GLpeLb3zjG9HZ2Rlf/vKX4+ijj37R97dt2xbvec974q677srfzp07d25cddVV01A9AEBlmuic3PWXrIwlC+YW7NVWZ93MBQAAAIBDKOlAd9GiRfHpT386PvCBD+QD2TvuuCNe/vKXx+rVq+Otb31rvPrVr466urqYP39+7Nu3L5588sl48MEH43vf+15s3LixYG5uKpWKT33qU1FfX1/kvwwAoHx1dfeN+2ZuNpOOExuPEN4CAAAAwDiVdKAbEfH+978/Ojo64qabbopUKhUREQMDA3H77bfH7bfffsh3h1ssD4fBH/zgB+MDH/jAdJQNAMDzmJELAAAAABNT0jN0h914442xbt26mDVrVj6kjXgusB3tJyLyQW4mk4kbbrghPv/5zxfzzwAAmHHMyAUAAACAySn5G7rDLrvssnjTm94U1113XXz729+OoaH/a/M3HPBGRD7MzeVyMWvWrDjvvPPiqquuile84hXTXjMAQLnr7R+Mru6+gr2de3tHfX7D2lXRUFOVX5uRCwAAAACTUzaBbkTEihUr4pvf/GY8/vjjsWnTprjnnnvit7/9bTzzzDPR3d0d1dXVsXDhwnj5y18ep5xySrzpTW+KxYsXF7tsAICy03NgMFpa26Oto3Nc83Ibaqpi6cJ5U1gZAAAAAMwsZRXoDjvqqKPi4osvjosvvrjYpQAAVKSW1vbYuHlHscsAAAAAgBmvLGboAgAwfXr7B6Oto7NGBj0nAAAgAElEQVTYZQAAAAAAUcKB7ve///147Wtfm/+58847i10SAMCM0NXdN642y8OymXTUVmenoCIAAAAAmLlKtuXyQw89FA8++GBERMydOzdWrVpV5IoAADiU5qb6qJo9q9hlAAAAAEBFKdlAN5VK5f+3sbExqqqqilwRAAAHk82ko7mpPtatWVHsUgAAAACg4pRsoHvkkUfmP1dXVxexEgAAhm1Yuyoaagr/oV1tddbNXAAAAACYIiUb6B599NH5zzt37ixiJQAA5a23fzC6uvvG/PzOvb2j/q6hpiqWLpyXRFkAAAAAwBiUbKC7atWqqKuriyeffDIef/zxeOSRR2LZsmXFLgsAoGz0HBiMltb2aOvojL6BoWKXAwAAAABMQLrYBYwmnU7HhRdemF///d//fRGrAQAoPy2t7bFx8w5hLgAAAACUsZINdCMirr766mhoaIhcLhc33XRTfOc73yl2SQAAZaG3fzDaOjqLXQYAAAAAMEklHeguXLgwNm7cGIsWLYqBgYE477zz4mMf+1g8++yzxS4NAKCkdXX3JX4zN5tJR211NtEzAQAAAIBDK9kZuhER9913X0REfP7zn4/LLrssOjs749prr40bbrghzj777Hjta18by5Yti5qampg9e/a4zj755JOnomQAgIrV3FQfVbNnFbsMAAAAAJhRSjrQfcMb3hCpVCq/TqVSkcvloru7O9avXx/r16+f0LmpVCoGBgaSKhMAoKJlM+lobqqPdWtWFLsUAAAAAJhxSjrQHZbL5fLB7vMD3lwuV6ySAABKRm//YHR19xXs7dzbO+rzG9auioaaqjGfX1uddTMXAAAAAIqk5APd4dBWeAsAUKjnwGC0tLZHW0fnuOblNtRUxdKF86awMgAAAAAgKSUd6F599dXFLgEAoGS1tLbHxs07il0GAAAAADCFSjrQvfbaa4tdAgBASertH4y2js5ilwEAAAAATLGSDnQBAHjOyDm523f1jKvN8rBsJh211dkkSwMAAAAAppBAFwCghE10Tu5ompvqo2r2rAQqAwAAAACmg0AXAKCEJTUnN5tJR3NTfaxbsyKBqgAAAACA6SLQBQAoUROdk7v+kpWxZMHcgr3a6qybuQAAAABQhso20N28eXNs2bIlnnnmmdizZ08MDQ3FRRddFI2NjcUuDQAgEV3dfeNus5zNpOPExiOEtwAAAABQIcoq0H3ooYfic5/7XNx2222xZ8+eF/x+5cqVBw10P/vZz8b//u//RkREY2Nj/O3f/u2U1woAUAxm5AIAAABAZSmLQLe/vz8uv/zyuPHGGyMiIpfLveCZVCo16vuLFi2KK664IlKpVKRSqXjXu97lJi8AUFHMyAUAAACAylTygW5PT080NzfHT37yk8jlci8IblOp1EED3ue78MIL44orroinnnoqIiL+/d//Pa666qopqxkAYKTe/sHo6u4b1zs79/aO+rsNa1dFQ01Vfm1GLgAAAABUppIPdC+88MK477778kFuKpWK1atXx1lnnRVLly6Nc88990XPmD17dpx77rlx8803R0TED37wA4EuADAteg4MRktre7R1dI57Hu6hNNRUxdKF8xI7DwAAAAAoTSUd6H73u9+N2267LR/mvuxlL4vW1tZYsaKwleCh2i0Pe9vb3hY333xz5HK5uP/++6Onpyfmzp07JXUDAAxraW2PjZt3FLsMAAAAAKBMpYtdwKFce+21EfHczNy6urq46667XhDmjtVrXvOa/OeBgYHYsmVLIjUCAIymt38w2jo6i10GAAAAAFDGSjbQ7ezsjAceeCBSqVSkUqn4+Mc/HkcdddSEz6uvr4/a2tr8+uGHH06iTACAUXV19yXaZnlYNpOO2ups4ucCAAAAAKWnZAPde++9N3K5XORyuchkMnHBBRdM+sxFixblPz/11FOTPg8AoBiam+qjavasYpcBAAAAAEyDkp2h29n5XHvCVCoVxx57bBx22GGTPrOmpib/ed++fZM+DwBgOmUz6Whuqo91ayY2ggIAAAAAKD8lG+ju3r07//n5QexkPPvss/nPVVVViZwJADARG9auioaa8f3/kdrqrJu5AAAAADDDlGygu2DBgvznvXv3JnLmjh078p+f334ZACAJvf2D0dXdl1/v3Ns76rMNNVWxdOG86SgLAAAAAChjJRvo1tXVRURELpeL3/3ud9Hf3x+zZ8+e8Hlbt24tmJu7dOnSSdcIABAR0XNgMFpa26OtozP6BoaKXQ4AAAAAUEHSxS5gNK9+9avznw8cOBB33HHHpM77+te/nv88Z86cWLly5aTOAwAY1tLaHhs37xDmAgAAAACJK9kbuo2NjfEHf/AH8etf/zoiIj7zmc/Em9/85gmd1dnZGV/4whcilUpFRMTrX/96M3QBgIMa2Tb5xfQNDMXGzTte/EEAAAAAgAko2UA3IuK9731vXHbZZRERcdddd8WnP/3puPLKK8d1xr59++K8886LZ555JiIiUqlUfOhDH0q8VgCgvE1n2+RsJh211dkp/Q4AAAAAoDKUbMvliIi/+Iu/iMbGxkilUpHL5eKqq66KD33oQ7Fv374xvf/jH/84Vq5cGffee2+kUqlIpVJx0kknxdlnnz3FlQMA5WY62yY3N9VH1exZU/49AAAAAED5K+kbunPmzIn169fHmWeeGX19fZHL5eLGG2+Mr371q3HOOefESSedFBERuVwuUqlU/OAHP4jNmzfH1q1b44477oiHH344/7tcLhcLFiyI9evXF/mvAgBKTW//YLR1dE7592Qz6Whuqo91a1ZM+XcBAAAAAJWhpAPdiIhVq1bF17/+9bjggguir++5eXbd3d1x6623xq233pp/LpfLxfXXX1+wjoh8mFtdXR0bNmyIl73sZdP7BwAAJa+ru29KbuZuuvS0yGb+ryFKbXXWzVwAAAAAYFxKuuXysHPPPTfuv//+OO644/I3bocNt1IeDm6fH+QO7x1//PFx//33xxlnnFGsPwEAmGFWL18cx9bNj6UL5+V/hLkAAAAAwHiVRaAbEfHKV74yNm/eHLfccku86lWvyoe3z/8ZNrw+7rjj4stf/nL88pe/jOOPP76I1QMAM0U2k47VyxdrqwwAAAAAJKLkWy4/XyaTiYsuuiguuuii6OrqinvuuSe2bNkSTz/9dOzevTvmzZsXixYtimXLlsXpp58ejY2NxS4ZAChzG9auioaaqjE/r60yAAAAAJCksgp0n6+2tjb++I//uNhlAABlprd/MLq6+wr2du7tHfX5hpqqWLpw3lSXBQAAAABwUGUb6AIAjEfPgcFoaW2Pto7O6BsYKnY5AAAAAABjItAFAGaEltb22Lh5R7HLAAAAAAAYl5ILdDs6OuJHP/pR/PKXv4ynnnoqBgYG4iUveUksW7YszjjjjHjDG94Qs2aZSwcAHNzBWir3DQwJcwEAAACAslQyge5DDz0Ul112WWzatGnUZz7xiU/EsmXL4rrrrovzzz9/GqsDAErdVLRUzmbSUVudTeQsAAAAAICJSBe7gIiIH/zgB3HyySfHpk2bIpfL5X+GPX/vd7/7XVxwwQVxxRVXFLFiAKDUDLdUTnI+bnNTfVTN1hkEAAAAACieoge6W7dujTVr1sS+ffsil8tFKpWKVCoVEVEQ7A7vp1KpyOVycf3118e//Mu/FLN0AKBE9PYPRltHZ2LnZTPpWL18caxbsyKxMwEAAAAAJqLoLZff9773xbPPPlsQ4qbT6TjhhBPimGOOidmzZ8cTTzwRDzzwQPT09BSEupdffnmsWbMmFi5cWOS/AgCYTiPn5G7f1TPhm7mbLj0tspnCf+NWW511MxcAAAAAKAlFDXS3bNkSP/7xj/MBbUTEhRdeGJ/61KfiqKOOKni2p6cnvvCFL8RHPvKRGBgYiIiI/fv3x9e+9rX467/+62mvHQCYfknPyV29fHEcWzc/gcoAAAAAAKZGUVsub9iwIf85lUrFX/3VX8W//du/vSDMjYiYO3duXHnlldHa2pp/PiLiW9/61vQUCwAUXVJzcrVUBgAAAADKRVFv6D7wwAMR8Vyb5SVLlsRnPvOZF33n7LPPjvPPPz++8Y1vRETEz3/+8xgaGop0uujjgAGAKTTRObnrL1kZSxbMLdjTUhkAAAAAKBdFb7kc8dxt23e+852RyYytnHe/+935QLe3tze2bdsWxxxzzJTVCQBMr5EzciMmNic3m0nHiY1HCG8BAAAAgLJV1EB3165d+c+vetWrxvzeSSedVLDevXt3YjUBAMWT9Izc5qZ6YS4AAAAAUNaKGuju2bMnPwv3JS95yZjfW7BgQUT83xzd7u7u5IsDAKbd8Izcycpm0tHcVG9GLgAAAABQ9ooa6A4NDeVD2Vmzxn57ZuS83MHBwUTrAgCm3si2yn0DQxMOc0fOyTUjFwAAAACoFEUNdAGAmSfptsrm5AIAAAAAlUygCwBMq6TaKg8zJxcAAAAAqGQCXQBg2vT2D0ZbR2ciZ5mTCwAAAADMBCUT6La3t0cmM7FyJvLuqaeeOqHvAgAmrqu7b0JtljddelpkM+mCPXNyAQAAAICZoCQC3VwuF5dffvmE3ouIcb+bSqViYGBg3N8HAEy/1csXx7F184tdBgAAAABAUZREoJtKpfLh7HjeGTbedwGA0qelMgAAAABAiQS6EYUB7VS+K/wFgNK0Ye2qaKipyq+1VAYAAAAAKHKg29jYOKkgFwAoXb39g9HV3Vewt3Nv76jPN9RUxdKF86a6LAAAAACAslLUQHfbtm3F/HoAYAr0HBiMltb2aOvojL6BoWKXAwAAAABQ1kqm5TIAUBlaWttj4+YdxS4DAAAAAKAiCHQBgAkb2Va5b2BImAsAAAAAkCCBLgAwbkm3Vc5m0lFbnU2gMgAAAACAyiLQBQDGLem2ys1N9VE1e1Zi5wEAAAAAVAqBLgAwLr39g9HW0ZnIWdlMOpqb6mPdmhWJnAcAAAAAUGkEugDAqEbOyI2I2L6rZ0JtljddelpkM+mCvdrqrJu5AAAAAACHINAFAF4g6Rm5q5cvjmPr5idQGQAAAADAzCLQBQBeIKkZuVoqAwAAAABMjkAXACgwmRm56y9ZGUsWzM2vtVQGAAAAAJgcgS4AUKCru29CbZazmXSc2HiEABcAAAAAIEHpYhcAAFSG5qZ6YS4AAAAAQMLc0AUAJsWcXAAAAACAqSPQBYAZrLd/MLq6+wr2du7tHfX5DWtXRUNNVcGeObkAAAAAAFNHoAsAM1DPgcFoaW2Pto7Occ3LbaipiqUL501hZQAAAAAAPJ9AFwBmoJbW9ti4eUexywAAAAAA4EWki10AADC9evsHo62js9hlAAAAAAAwBm7oAkCFGzknd/uunnG1WR6WzaSjtjqbZGkAAAAAALwIgS4AVKiJzskdTXNTfVTNnpVAZQAAAAAAjJVAFwAqVFJzcrOZdDQ31ce6NSsSqAoAAAAAgPEQ6AJABZronNz1l6yMJQvmFuzVVmfdzAUAAAAAKBKBLgCUuZEzciMmNic3m0nHiY1HCG8BAAAAAEqIQBcAypQZuQAAAAAAlU+gCwBlyoxcAAAAAIDKJ9AFgDIwsq1y38DQhMPckXNyzcgFAAAAAChdAt0Zpre3N+6777749a9/Hbt27Yo5c+bEkiVL4nWve10cc8wxxS4PgBGSbqtsTi4AAAAAQHkR6BbZ448/Hj/96U/j/vvvj5/+9Kfx4IMPRnd3d/73Rx99dGzbtm3S39PV1RXXXHNNfPWrX439+/cf9JmTTjopPvzhD8c555wz6e8DIBlJtVUeZk4uAAAAAEB5EegWwb333hvXX3993H///fHEE09M+ffdddddcd5558VTTz11yOf+53/+J84999x417veFV/60pdizpw5U14bAKPr7R+Mto7ORM4yJxcAAAAAoDwJdIvggQceiP/8z/+clu/6r//6r3jrW98aPT09BftHHHFELFu2LHbt2hW///3vY3BwMP+7W265Jfbt2xetra2RSqWmpU4AXqiru29CbZY3XXpaZDPpgj1zcgEAAAAAylP6xR9hOs2fPz+xs3bt2hXnn39+QZh79NFHx2233RbPPPNM/OxnP4tHHnkktm3bFn/+539e8O63v/3tuOGGGxKrBYDpsXr54ji2bn4sXTiv4EeYCwAAAABQngS6RVRdXR1vfOMbo6WlJTZs2BDbtm2L73znO4mdv27duoKWzsuWLYv77rsvzjnnnIKbt0uWLIkvfvGLcd111xW8//GPfzx27dqVWD0ATJ1sJh2rly/WUhkAAAAAoMJouVwEZ599dpx11llx/PHHRzpdmKk/8sgjiXxHV1dX/MM//EPB3pe+9KU48sgjR33nb/7mb+KHP/xh3H333RERsWfPnvjsZz/7gqAXgOLbsHZVNNRU5ddaKgMAAAAAVCY3dIvgZS97WTQ1Nb0gzE3SN77xjdi3b19+feqpp8aZZ555yHdSqVR89KMfLdj7yle+ErlcbkpqBOD/9PYPxu+febbgZ+fe3lGfb6ip0lIZAAAAAGAGcEO3Qt1+++0F6/e85z1jeu/000+PZcuW5W8K79y5M/77v/87Vq1alXiNAET0HBiMltb2aOvojL6BoWKXAwAAAABAiXFDtwLt27cv3zZ52FlnnTWmd1OpVLzpTW8q2Nu4cWNitQFQqKW1PTZu3iHMBQAAAADgoAS6FehXv/pV9Pf359fLli2LhoaGMb//+te/vmD9i1/8IrHaAGaqg7VU3vrkvti4eUexSwMAAAAAoIRpuVyBtmzZUrBuamoa1/sjnx95HgBjNxUtlbOZdNRWZxM5CwAAAACA0uaGbgV6+OGHC9ZLly4d1/sjn3/00Uejt7d30nUBzERT0VK5uak+qmbPSuw8AAAAAABKlxu6FejJJ58sWC9ZsmRc79fX10cmk4mBgYGIiBgaGoqnn346jjrqqERq6+rqGtc7W7dunfT3AhRDb/9gtHV0JnZeNpOO5qb6WLdmRWJnAgAAAABQ2gS6FWjfvn0F68MOO2xc76dSqZg7d250d3ePeuZE3XTTTXHNNdckchZAqentH4yu7r78evuungnfzN106WmRzRQ20qitzrqZCwAAAAAwwwh0K9DI8LWqqmrcZ0xVoAtQiZKek7t6+eI4tm5+ApUBAAAAAFDuBLoVaOS82zlz5oz7jGw2W7Du6emZVE0AlWx4Tu5kaakMAAAAAMBIAt0KNPJG7oEDB8Z9Rl9fX8F6Ird8D+b9739/nHfeeeN6Z+vWrXHuuecm8v0ASZvonNz1l6yMJQvmFuxpqQwAAAAAwEgC3Qo0f35hm86RN3bHYuSN3JFnTlRdXV3U1dUlchZAKejq7ht3m+VsJh0nNh4hvAUAAAAA4EWli10AyRsZvu7fv39c7+dyuSkLdAGIaG6qF+YCAAAAADAmbuhWoJE3YLdv3z6u9zs7O2NgYCC/TqfTsWjRokRqA5jJzMgFAAAAAGC8BLoV6LjjjitYP/bYY+N6f+TzRx99dGIzdAFmkg1rV0VDzf/999OMXAAAAAAAxkugW4GOP/74gnVHR8e43t+yZcshzwOYqXr7B6Oru69gb+fe0eeUN9RUxdKF86a6LAAAAAAAKphAtwL94R/+YcyePTv6+/sjImLbtm2xY8eOWLx48Zjev/feewvWJ5xwQuI1ApSTngOD0dLaHm0dndE3MFTscgAAAAAAmEHSxS6A5FVXV8epp55asNfW1jamd3O5XGzatKlg7+yzz06sNoBy1NLaHhs37xDmAgAAAAAw7QS6Feptb3tbwfrLX/7ymN67884745FHHsmv6+vr43Wve12itQGUst7+wfj9M8/mf7Y+uS82bt5R7LIAAAAAAJihtFyuUO985zvjqquuiv3790dExN133x133HFHnHHGGaO+k8vl4pprrinY+7M/+7NIp+X+QOVLuq1yNpOO2upsApUBAAAAADCTSeoqVF1dXXzgAx8o2Hvve98bTzzxxKjvfPKTn4y77747vz788MOjpaVlymoEKCVJt1VubqqPqtmzEjkLAAAAAICZyw3dIrn33nujp6fnBfvt7e0F697e3hfMtB125JFHRlNT06jfccUVV8TXvva12LlzZ0REPPLII3HyySfHF77whTj77LMjlUpFRMT27dvjE5/4RPzzP/9zwftXX311LFy4cFx/F0A56u0fjLaOzkTOymbS0dxUH+vWrEjkPAAAAAAAZjaBbpFceOGF8eijj77oc52dndHc3HzQ31188cXx1a9+ddR3Fy5cGP/xH/8Rb37zm6O3tzciIh599NE455xz4ogjjohly5bF7t2747HHHovBwcGCd88555y4/PLLx/4HAZSJ3v7B6OruK9jbvqtnQjdzN116WmQzhc0uaquzbuYCAAAAAJAYgW6FO/XUU+O73/1unHfeefHMM8/k93fv3h0///nPD/rOBRdcEF/5ylfyN3gBKkHSM3JXL18cx9bNT6AyAAAAAAAYnRm6M8AZZ5wRHR0d8b73vS/mzZs36nMnnnhifOtb34pbb701stnsNFYIMPWSmpGbzaRj9fLFWioDAAAAADAt3NAtkm3btk3r99XX18dNN90U119/fdx3332xZcuW2L17d8yZMyeOOuqoeN3rXhfHHnvstNYEMF0mMyN3/SUrY8mCufm1lsoAAAAAAEwnge4MM3fu3DjzzDPjzDPPLHYpAFMiyRm52Uw6Tmw8QoALAAAAAEDRCHQBqAhJz8iNiGhuqhfmAgAAAABQVAJdACrC8IzcJGQz6WhuqjcnFwAAAACAohPoAlD2kpyRG2FOLgAAAAAApUOgC0DZ6+ruMyMXAAAAAICKlC52AQBQLGbkAgAAAABQ6tzQBWDGMSMXAAAAAIByIdAFoOz09g9GV3dffr1zb++oz25YuyoaaqoK9szIBQAAAACgXAh0ASgbPQcGo6W1Pdo6Osc8M7ehpiqWLpw3xZUBAAAAAMDUEOgCUDZaWttj4+YdxS4DAAAAAACmTbrYBQDAWPT2D0ZbR2exywAAAAAAgGnlhi4AJWfkjNyIiO27esbcZnlYNpOO2upskqUBAAAAAMC0EugCUDImMiP3UJqb6qNq9qwEKgMAAAAAgOIQ6AJQMpKakZvNpKO5qT7WrVmRQFUAAAAAAFA8Al0AimJkW+W+gaEJh7nrL1kZSxbMza9rq7Nu5gIAAAAAUBEEugBMq6TbKmcz6Tix8QgBLgAAAAAAFUmgC8C0Sqqt8jBzcgEAAAAAqGQCXQCmTW//YLR1dCZyljm5AAAAAADMBAJdAKbEyBm5ERHbd/VMqM3ypktPi2wmXbBnTi4AAAAAADOBQBeARCU9I3f18sVxbN38BCoDAAAAAIDyI9AFIFFJzcjVUhkAAAAAAAS6ACRoMjNy11+yMpYsmJtfa6kMAAAAAAACXQAS1NXdN6E2y9lMOk5sPEKACwAAAAAAI6SLXQAANDfVC3MBAAAAAOAg3NAFoGjMyQUAAAAAgEMT6AIwqt7+wejq7hvz8zv39o76uw1rV0VDTVXBnjm5AAAAAABwaAJdAF6g58BgtLS2R1tH54Rm4h5MQ01VLF04L5GzAAAAAABgphDoAvACLa3tsXHzjmKXAQAAAAAAM1662AUAUFp6+wejraOz2GUAAAAAAADhhi7AjHawGbnbd/Uk1mZ5WDaTjtrqbKJnAgAAAADATCDQBZiBpmJG7qE0N9VH1exZU/49AAAAAABQaQS6ADPQdM3IzWbS0dxUH+vWrJjy7wIAAAAAgEok0AWYYSYzI3f9JStjyYK5Y36+tjrrZi4AAAAAAEyCQBdghunq7ptQm+VsJh0nNh4hoAUAAAAAgGmULnYBAJQHc3ABAAAAAGD6uaELwCGZgwsAAAAAAMUj0AWocL39g9HV3Zdf79zbO+qzG9auioaaqoI9c3ABAAAAAKB4BLoAFarnwGC0tLZHW0fnmGfmNtRUxdKF86a4MgAAAAAAYKwEugAVqqW1PTZu3lHsMgAAAAAAgElIF7sAAJLX2z8YbR2dxS4DAAAAAACYJDd0AcrcyBm5ERHbd/WMuc3ysGwmHbXV2SRLAwAAAAAAJkmgC1CmJjIj91Cam+qjavasBCoDAAAAAACSItAFKFNJzcjNZtLR3FQf69asSKAqAAAAAAAgSQJdgDI0mRm56y9ZGUsWzM2va6uzbuYCAAAAAECJEugClLikZuRGPHcb98TGIwS4AAAAAABQJgS6ACUq6Rm5EebkAgAAAABAuRHoApSopGbkRpiTCwAAAAAA5UqgC1ACRrZV7hsYmnCYO3JGboQ5uQAAAAAAUK4EugBFlHRbZTNyAQAAAACgsgh0AYooybbKEWbkAgAAAABApRHoAhRJb/9gtHV0JnKWGbkAAAAAAFCZBLoA02DkjNyIiO27eibUZnnTpadFNpMu2DMjFwAAAAAAKpNAF2AKJT0jd/XyxXFs3fwEKgMAAAAAAMqBQBdgCiU1I1dLZQAAAAAAmJkEugBTZDIzctdfsjKWLJibX2upDAAAAAAAM5NAFyAhI+fkTnRGbjaTjhMbjxDgAgAAAAAAAl2AyUp6Tm5zU70wFwAAAAAAiAiBLsCkmZMLAAAAAABMFYEuwBiNbKkcEdE3MDShMHfkjNwIc3IBAAAAAIAXEugCvIikWyqbkQsAAAAAAIyVQBfgRSTVUnmYGbkAAAAAAMBYCXQBDqG3fzDaOjoTOcuMXAAAAAAAYLwEugD/38Fm5G7f1TPhNsubLj0tspl0fm1GLgAAAAAAMF4CXWDGS3pGbkTE6uWL49i6+YmcBQAAAAAAzFwCXWDGS3JGrrbKAAAAAABAkgS6wIw2mRm56y9ZGUsWzC3Y01YZAAAAAABIkkAXmNG6uvsm1GY5m0nHiY1HCG8BAAAAAIAplS52AQDlqLmpXpgLAAAAAABMOTd0AcbBjFwAAAAAAGA6CXQBRrFh7VVI/xgAACAASURBVKpoqKkq2DMjFwAAAAAAmE4CXWBG6e0fjK7uvvx6597eUZ9tqKmKpQvnTUdZAAAAAAAAByXQBWaEngOD0dLaHm0dndE3MFTscgAAAAAAAMZEoAvMCC2t7bFx845ilwEAAAAAADAuAl2gooxsqRwR0TcwJMwFAAAAAADKkkAXqAhJt1TOZtJRW51NoDIAAAAAAICJE+gCFSHplsrNTfVRNXtWYucBAAAAAABMhEAXKHu9/YPR1tGZyFnZTDqam+pj3ZoViZwHAAAAAAAwGQJdoOx1dfdNuM3ypktPi2wmnV/XVmfdzAUAAAAAAEqGQBeYsVYvXxzH1s0vdhkAAAAAAACjEugCM462ygAAAAAAQLkQ6AIVbcPaVdFQU1Wwp60yAAAAAABQLgS6QNnp7R+Mru6+/Hrn3t5Rn22oqYqlC+dNR1kAAAAAAACJE+gCZaPnwGC0tLZHW0dn9A0MFbscAAAAAACAKSfQBcpGS2t7bNy8o9hlAAAAAAAATJt0sQsAGIve/sFo6+gsdhkAAAAAAADTSqALlIWu7r5xt1nOZtJRW52doooAAAAAAACmnkAXqFjNTfVRNXtWscsAAAAAAACYMDN0gYqTzaSjuak+1q1ZUexSAAAAAAAAJkWgC5Sc3v7B6OruK9jbubd31Oc3rF0VDTVV+XVtddbNXAAAAAAAoCIIdIGS0XNgMFpa26Oto3Nc83Ibaqpi6cJ5U1gZAAAAAABAcQh0gZLR0toeGzfvKHYZAAAAAAAAJSNd7AIAIp5rs9zW0VnsMgAAAAAAAEqKG7pAUYyck7t9V8+42iwPy2bSUVudTbI0AAAAAACAkiHQBabVROfkjqa5qT6qZs9KoDIAAAAAAIDSI9AFplVSc3KzmXQ0N9XHujUrEqgKAAAAAACgNAl0gSkxsqVyRETfwNCEwtz1l6yMJQvmFuzVVmfdzAUAAAAAACqeQBdIVNItlbOZdJzYeITwFgAAAAAAmJEEukCikmqpPMyMXAAAAAAAYCYT6AKJ6e0fjLaOzkTOMiMXAAAAAABAoAtM0MFm5G7f1TPhNsubLj0tspl0fm1GLgAAAAAAgEAXGKekZ+RGRKxevjiOrZufyFkAAAAAAACVRKALjEuSM3K1VQYAAAAAADg0gS4wZpOZkbv+kpWxZMHcgj1tlQEAAAAAAA5NoAuMauSc3InOyM1m0nFi4xHCWwAAAAAAgHES6AIvkPSc3OamemEuAAAAAADABAh0gRdIak6uGbkAAAAAAACTI9CFGWxkS+WIiL6BoQmFuWbkAgAAAAAAJE+gCzNQ0i2VzcgFAAAAAACYGgJdmIGSaqk8zIxcAAAAAACAqSHQhRmmt38w2jo6EznLjFwAAAAAAICpJdCFGaaru2/CbZY3XXpaZDPp/NqMXAAAAAAAgKkl0AXGZPXyxXFs3fxilwEAAAAAADCjCHSBQ9JWGQAAAAAAoHgEukDehrWroqGmqmBPW2UAAAAAAIDiEehChevtH4yu7r78eufe3lGfbaipiqUL501HWQAAAAAAAIyBQBcqVM+BwWhpbY+2js7oGxgqdjkAAAAAAABMgEAXKlRLa3ts3Lyj2GUAAAAAAAAwCQJdKHMjWypHRPQNDAlzAQAAAAAAKoBAF8pU0i2Vs5l01FZnE6gMAAAAAACApAh0oUwl3VK5uak+qmbPSuw8AAAAAAAAJk+gC2Wot38w2jo6Ezkrm0lHc1N9rFuzIpHzAAAAAAAASI5AF8pQV3ffhNssb7r0tMhm0vl1bXXWzVwAAAAAAIASJdCFGWT18sVxbN38YpcBAAAAAADAGAl0YQbQVhkAAAAAAKA8CXShwmxYuyoaaqoK9rRVBgAAAAAAKE8C3Rnqt7/9bfz0pz+N7du3x4EDB2LBggVx/PHHx8knnxxVVVUvfgBTamBwKHbs6R319zv3jv67hpqqWLpw3lSUBQAAAAAAwDQT6M4wt912W1x77bXxs5/97KC/nz9/frz73e+Oj370o7Fo0aJpro5hO/b0ximfubPYZQAAAAAAAFBk6WIXwPTo6+uLiy66KN7+9rePGuZGROzbty9uvPHGaGpqirvvvnsaKwQAAAAAAABGEujOAENDQ3H++efHrbfeWrA/a9asWLZsWZxwwglx+OGHF/yuq6sr/uiP/ih+8pOfTGepAAAAAAAAwPMIdGeAdevWxe23316wt3bt2njsscfid7/7Xfz85z+PZ555Jr797W9HY2Nj/plnn3023vGOd8SePXumu2QmKJtJR211tthlAAAAAAAAkBCBboV7+umn47rrrivY++QnPxn/9E//FEceeWR+L51Ox9vf/va477774qUvfWl+f/v27fG5z31uusplkpqb6qNq9qxilwEAAAAAAEBCBLoV7jOf+Ux0d3fn16eeempceeWVoz5/1FFHxc0331ywd8MNN8TTTz89ZTUyedlMOlYvXxzr1qwodikAAAAAAAAkKFPsApg6Q0ND8a//+q8Fex/72McilUod8r0zzzwzTjnllLjnnnsiIqK7uzu++c1vxvve974pq5VCiw+vinuuOH3Mz9dWZ93MBQAAAAAAqEAC3Qp23333RVdXV359zDHHxBvf+MYxvfue97wnH+hGRNx2220C3WmUmZWOpQvnFbsMAAAAAAAAikzL5Qr23e9+t2Dd3Nz8ordzn//s8911112xf//+xGoDAAAAAAAAXpxAt4L94he/KFiffPLJY373yCOPjJe+9KX59YEDB6KjoyOp0gAAAAAAAIAx0HK5gm3ZsqVg3dTUNK73m5qaYtu2bQXnveY1r0miNF7M4EDE3seLXQUAAGOx94liVwAAAABUMIFuherp6YnHHnusYG/p0qXjOmPk8w8//PCk62KM9j4e8ffLi10FAAAAAAAARSbQrVBPPfVU5HK5/Hr27NlRV1c3rjOOOuqogvWTTz456bqefPLJ6OrqGtc7W7dunfT3AgAAAAAAQDkS6Faoffv2FaznzZsXqVRqXGccdthhhzxzIm666aa45pprJn0OAAAAAAAAzATpYhfA1BgZvlZVVY37jLlz5x7yTAAA4BAyVRHz64tdBQAAAFDmBLoVqre3t2A9Z86ccZ+RzWYL1j09PZOqCQAAZpTj3hoxe/z/sBIAAADg+bRcrlAjb+QeOHBg3Gf09fUd8syJeP/73x/nnXfeuN7ZunVrnHvuuZP+bgAAmBaZqufC3HP+sdiVAAAAABVAoFuh5s+fX7AeeWN3LEbeyB155kTU1dVFXV3dpM+peDVHRXxoc7GrAABgIubXu5kLAAAAJEagW6FGhq/PPvts5HK5SKVSYz5j//79hzyTKTQrE7Hg6GJXAQAAAAAAQJGZoVuhFi1aVBDe9vf3x5NPPjmuMx5//PGCtZu1AAAAAAAAML0EuhVq7ty50djYWLD32GOPjeuMkc8ff/zxk64LAAAAAAAAGDuBbgUbGcB2dHSM6/0tW7Yc8jwAAAD4f+zdeVxU1f8/8BcgiCICKoKKoIkbaqIiKmq44b6lpmApam5ZZmWa+anM7JO5pKV91LISl3LJXMp9w93ccsdQ3ABFAUFlk/X8/vDnfDkzA3NnmBkGeT0fj3k8PJdz7jl3vPfOufd97rlERERERERkWgzovsB8fX2l9PHjxxWXjYuLw+3bt1VpW1tb+Pj4GKtpRERERERERERERERERKQAA7ovsN69e0vpffv2QQihqOyePXukdMeOHVGhQgWjtY2IiIiIiIiIiIiIiIiIdGNA9wUWEBCAKlWqqNI3b97EwYMHFZX9+eefpXS/fv2M2TQiIiIiIiIiIiIiIiIiUoAB3ReYtbU1RowYIS2bOXOmzqd09+/fjyNHjqjSjo6OGDx4sCmaSERERERERERERERERESFYED3BffRRx9JUyUfOnQIc+bMKTD/3bt3MXr0aGnZpEmTpCd9iYiIiIiIiIiIiIiIiMg8GNB9wVWpUgXTp0+Xln388ceYMGEC7t27p1qWl5eHLVu2ICAgALdv31Ytr169OiZPnmyu5hIRERERERERERERERFRPgzolgIfffQRevfuLS1bunQpPD09UadOHTRv3hyVK1fGq6++iujoaFWecuXKYcOGDXB2djZ3k4mIiIiIiIiIiIiIiIgIDOiWCtbW1vj9998RHBwsLc/NzcXNmzdx7tw5PHr0SPpb5cqVsWPHDrRt29acTSUiIiIiIiIiIiIiIiKifBjQLSXs7e2xdu1abNy4Eb6+vgXmc3BwwIQJExAREYEOHTqYr4FEREREREREREREREREpKFMcTeAzGvgwIEYOHAgoqKicPLkSdy9exdZWVlwdnZGw4YN0bZtW9jb2xd3M4mIiIiIiIiIiIiIiIgIDOiWWt7e3vD29i7uZhARERERERERERERERFRITjlMhERERERERERERERERGRhWJAl4iIiIiIiIiIiIiIiIjIQjGgS0RERERERERERERERERkoRjQJSIiIiIiIiIiIiIiIiKyUAzoEhERERERERERERERERFZKAZ0iYiIiIiIiIiIiIiIiIgsFAO6REREREREREREREREREQWigFdIiIiIiIiIiIiIiIiIiILxYAuEREREREREREREREREZGFYkCXiIiIiIiIiIiIiIiIiMhCMaBLRERERERERERERERERGShGNAlIiIiIiIiIiIiIiIiIrJQDOgSEREREREREREREREREVkoBnSJiIiIiIiIiIiIiIiIiCwUA7pERERERERERERERERERBaKAV0iIiIiIiIiIiIiIiIiIgvFgC4RERERERERERERERERkYViQJeIiIiIiIiIiIiIiIiIyEKVKe4GEOmSmZkppaOiooqpJURERERERERERERUEPV7t+r3domIyDAM6JLFi4mJkdL9+/cvppYQERERERERERERkVIxMTFo3rx5cTeDiKjE45TLREREREREREREREREREQWigFdIiIiIiIiIiIiIiIiIiILZSWEEMXdCKLCPHr0CIcOHVKla9asibJlyxZji8wnKipKmmJ6y5Yt8Pb2LsYWEZke93sqjbjfU2nE/Z5KI+73VBpxv6fShvs8lUbq+/2iRYvg6ekJAAgMDISzs3NxNY2I6IXBd+iSxXN2dka/fv2KuxkWwdvbG40aNSruZhCZFfd7Ko2431NpxP2eSiPu91Qacb+n0ob7PJVGnTp14n5PRGRknHKZiIiIiIiIiIiIiIiIiMhCMaBLRERERERERERERERERGShGNAlIiIiIiIiIiIiIiIiIrJQDOgSEREREREREREREREREVkoBnSJiIiIiIiIiIiIiIiIiCwUA7pERERERERERERERERERBaKAV0iIiIiIiIiIiIiIiIiIgvFgC4RERERERERERERERERkYViQJeIiIiIiIiIiIiIiIiIyEIxoEtEREREREREREREREREZKEY0CUiIiIiIiIiIiIiIiIislBlirsBRFQwV1dXzJgxQ0oTvei431NpxP2eSiPu91Qacb+n0oj7PZU23OepNOJ+T0RkelZCCFHcjSAiIiIiIiIiIiIiIiIiIk2ccpmIiIiIiIiIiIiIiIiIyEIxoEtEREREREREREREREREZKEY0CUiIiIiIiIiIiIiIiIislAM6BIRERERERERERERERERWSgGdImIiIiIiIiIiIiIiIiILBQDukREREREREREREREREREFooBXSIiIiIiIiIiIiIiIiIiC8WALhERERERERERERERERGRhWJAl4iIiIiIiIiIiIiIiIjIQjGgS0RERERERERERERERERkoRjQJSIiIiIiIiIiIiIiIiKyUAzoEhERERERERERERERERFZKAZ0iYiIiIiIiIiIiIiIiIgsFAO6REREREREREREREREREQWqkxxN4BIqRs3buDUqVOIjY1FVlYWXFxc0KBBAwQEBMDe3t5o9Vy+fBkXLlxAQkIC0tLS4OzsrKqnXLlyRquHyBhMfVzExcXh2rVriI6ORmJiItLT02FnZwcnJyfUqlULfn5+qFSpkhG2hKhwQgjcvn0bly5dQmxsLB49eoSyZcvCxcUFdevWRcuWLY36WwA8O77Onj2L+Ph4PH78GPb29nBxcUHDhg3RrFkzo9dHRCVTcHAw1q9fr0rHxcXB3d29GFtE6ti/p9KKfXkqLua6fxMTE4MzZ84gLi4Ojx49gq2tLZydnVG3bl20aNECjo6ORquLiIiIqLgxoEsWb8uWLZg1axb++ecfrX+vUKECRowYgRkzZqBKlSoG1ZGamorvvvsOS5Yswb1797TmKVeuHIKDg/H555/D09PToHr00aFDBxw6dKjQPHZ2dqqAhpubG+rUqQMfHx8EBATwBtULzlTHxZ07d/Drr7/iyJEjOHPmDBITE3WW8ff3x9ixYxEaGooyZUz7s/L5559j5syZqnRoaCjCwsJMWicVn+TkZGzZsgW7du3CgQMHCt0fbW1t0atXL7z33nsIDAw0uM5Hjx5h8eLFWL58OWJiYgrMZ2dnh1dffRXvv/8+WrVqZXB9SowYMQIrV65UpWfMmIHPP//cpHWSeZlzwMKjR49w6dIlXLt2DcnJycjOzoaLiwvc3d3RqlUrVKtWzSj1EBXk7t27OHXqFE6ePIlTp07hzJkzSElJUf3dy8sLt2/fLnI9Jal/P23aNMyePdugdR48eBAdO3bU+jchhEHrJNMy5TFg6X35wuTm5sLT01M6Xq2srHDz5k3UqlWr2NpF+jHH/ZunT5/ihx9+wLJly/Dvv/8WmM/a2hrdu3fHpEmT0LVrV4PqUkr9OvW51q1b48SJEwatMzU1Fe7u7khLS9P4W3h4ODp06GDQeomIiKgEE0QW6unTp+L1118XABR9XF1dxaFDh/Su59SpU6J69eqK63FwcBDr1683wRbLAgMDFbdJ26d8+fJi8ODBBn0nZLlMfVwsX77c4H3O19dXXLp0yYRbL8SMGTOkOkNDQ01aHxWfCRMmCDs7O4P2xeHDh4vHjx/rXee+ffv0+j0AIKytrcV7770ncnJyTPAtPBMaGirVOWPGDJPVReaTlJQkfvnlFzF48GBRpUqVQvczW1tb0b9/f3Hw4EG968nNzRX79+8X7733nmjcuLHOfdrHx0f873//E2lpaSbYak1eXl5F6u8AEJMmTTJLWwsyZMgQqT1xcXHF2h5LdPToUfHqq68qOsd6eXkVub6S1r+vWbOmyM3NNWidI0aMKHC7yHKY6xiw9L58YXbu3Km1XTNnziy2NpFy5rp/c+7cOdGgQQO99++QkBCT9m3Ur1Pzf65du2bQOsPCwgpcZ3h4uHE3gIiIiEoEvkOXLFJeXh6GDBmCX3/9VVpuY2OD2rVrw9fXF05OTtLfEhIS0KNHD71GP4aHh+OVV17RGLVftmxZ+Pj4oEWLFnBzc5P+lpaWhpCQEKxdu1bPrTKv9PR0bNiwAYGBgejUqVOhI1epZDDXcaFNtWrV0KRJE7Ru3RqNGzdGhQoVNPKcP38egYGBOH/+fJHqIgKAkydPIisrS2O5jY0NPDw80KJFC7z88ssa+zwArFq1CkFBQUhNTVVc3/79+9GrVy+N3wMrKyt4e3vD398fTZo00Zj5IC8vD99++y1GjBihuC6it99+G+7u7hg1ahQ2bNig8wmq7OxsbNmyBR06dEBoaCiePHmiqJ7du3fDw8MDnTt3xrfffovLly/rLBMREYG3334bvr6+OH36tKJ6iHQ5ffo0Nm/eXOCTssZUEvv3MTExCA8P17tcWloaNm7caIIWkbGZ8xjQpiT05fPPRpLfqlWr+LS5hTPXdeqlS5cKvLfh5eUFf39/NG3aFBUrVtT4+9q1a9GnTx+t1xemtmrVKoPKFXRMEBERUenFgC5ZpHnz5mHr1q3SsvHjxyM6Oho3b97EuXPnkJSUhE2bNknTo6Wnp2Pw4MF4/PixzjpiY2MxZMgQPH36VLWsUqVKWLZsGRITE3HlyhWcOXMG9+/fx+nTp9G5c2dVvry8PLz55puIiIgwwtYqM2XKFOzdu1f67Ny5E2vXrsXSpUvxySefoEuXLlovXsLDw9GiRQvp/W5U8pjjuACeXXh37NgRX375JQ4fPozHjx/j3r17uHjxIk6cOIFLly7h8ePHOHXqFN544w2pbFJSEoYMGYLMzMyibzDR/+fs7IwJEyZg+/btSE5OVr0r68KFC3j48CHCw8PRvn17qcypU6cUB1lTUlIwbNgwab+1t7fHV199hYSEBFy/fh0nT57ExYsX8eTJE2zduhX16tWT1rFmzRqNm1hEBTHXgIXr168jLi5O698qVaoEHx8ftGzZUutUs9evX0dgYCAOHz6sYIuIDKctsGSokta/t7b+v8txQ274b9q0SToX5F8flRzGPAaAktmXf/z4MbZs2aL1bzdu3MDRo0fN2h7SjzmuU3NzczFs2DAkJyerltnY2ODDDz9EbGwsbt++jZMnT+L8+fNITk7GgQMH4O/vL63jwIEDmDdvXhG3Vpn85+M1a9boPSjhzp07OHjwoNb1ERERUSlW3I8IE6lLTEwUjo6O0nQys2fPLjB/bGysqFWrlpT/s88+01nP8OHDpTJVq1YVV69eLTB/bm6uxrSXvXr1MmgblVCfkm3FihWKymVnZ4u1a9cKf39/jWl5rK2txdq1a03WZjIdcx0XMTExIjExUa+2aZsKasmSJXqtQylOuVx6tGjRQtSqVUv89NNPIj09XWf+nJwcMXbsWI198cCBAzrLzp8/XypjZ2cnDh8+XGiZJ0+eCF9fX6lcvXr1FG+fPjjl8ounRYsWqv9PZ2dnMWHCBLF9+3bx5MkTKV9OTo4IDw8X7du319i3Bw4cqLOexYsXq/JbWVmJoKAg8fPPP4sbN25o5L1z546YPHmysLGxkeqpWLGiuHv3rtG2XZ36lMvz588Xe/fu1esTGRlpsvYpwSmXdVu4cKEAIBwdHUWHDh3ElClTxO+//y5u374twsPDjTbdbEnr33fu3Fn17woVKojU1FS91pe/vJ+fn3BycpLWT5bDXMeApfflC7Js2TKp/nbt2knpUaNGmbU9pJy5rlM3btyosZ+uW7eu0DJZWVmiW7duUhlHR0fx9OlTvbdTF/Xr1PznZwB6vzZj1qxZ0rWJel+QUy4TERGVTrzKI4szdepUqaP6yiuviLy8vELL7Nu3T6OTXtiFbHR0tChTpoxUZvPmzTrblpGRIerVqyeVO3r0qN7bqIShAd385s6dq7Gd5cqVK9Z3I5FhzHFcFEVwcLBUV6dOnUxSDwO6pce2bdtEZmamXmVycnKEn5+ftI8MHTpUZzn1GyQTJkxQVN+JEyc0biyZIrDEgO6Lx1wDFhYvXizs7OzExIkTxa1btxS1bd++faJs2bJSPcOHD1dU1hDqAd2SeIOSAV3doqKixJUrV7S+J9ZYwayS2L9fuXKlRlqp6OhoYW1trSq7aNEiBnQtmDmOgaIwV1++IG3atJHq//fff4Wbm5t0HWOud7uTfsx1nTps2DCpTM+ePRW1T9tvw+7duxVvn1Lq16nz5s0TVatWVaVHjhyp1/rq1q2rKjtgwADRr1+/Et9fIiIioqLjnB1kUfLy8rBixQpp2eeffw4rK6tCy3Xu3FmabjMlJQUbNmwoMP/27duRk5OjSjdq1Aj9+/fX2T57e3t8+OGH0rIff/xRZ7niMmXKFI1pljMyMvDWW28VU4vIEOY6LopCfbq2q1evmqQeKj169eoFOzs7vcrY2Nhg6tSp0rLdu3frLBcZGSmlBwwYoKi+1q1bo3r16tKyqKgoRWWpdJs5cyYiIyPx5ptvaryXWRsbGxssWbIEfn5+0vKffvqp0HIBAQG4du0aFi1ahFq1ailqW+fOnTF37lxp2fr16/V6JzWRujp16sDHx8ekU0aWxP79yy+/DF9fX1Van2mXV69ejby8PACAra0tQkJCjN4+Mh5zHANFUZx9+WvXrknvUW3dujXq16+P4OBg1bKUlBRs2rTJbG0iZcx5nWpof71mzZoaUy+bo79epkwZDB06VJXeuHEjMjIyFJU9fvw4rl+/rkqHhoYavX1ERERUMpUp7gYQ5Xf8+HEkJCSo0i+99BI6dOigqOybb76JI0eOqNJbtmwpMHB56NAhKd2nTx/FbVTP+9dffyEnJwdlyljm4TRgwAC8//77WLhwoWrZ0aNHsWfPHnTt2lXv9cXHx+Pvv//G/fv38fDhQ1SoUAFVq1aFv78/ateubbR2R0ZG4uLFi0hMTERSUhLs7e3h6uqKhg0bomnTpnoHekoycx0XRVGnTh0pnZiYaPQ6jCE7OxuRkZGIiIjA/fv3kZKSAgcHB1SqVAkNGjRA8+bNTXIsR0dH4/jx44iOjoYQAq6urvD19UWzZs103vAg/ai/S/fhw4dIT09H+fLlCyyTlJQkpWvWrKm4Pk9PT9y7d0+VfvTokeKy5vL06VNERETg6tWrSEhIQFpaGhwdHVG5cmU0adIEjRs3NskN5sjISJw8eRL37t2DjY2N6reiYcOGRq+rpOnVq5feZZ4PWBg8eLBqma4BC82bN9e7HgB466238Nlnn6neaZeZmYmDBw+id+/eBq2PyBxKav8+NDQU58+fBwCEh4cjNjYWHh4eOsutXLlS9e9evXqhSpUqRW5LbGwsrly5glu3bqmO/0qVKqFGjRpo06YNXFxcilyHuszMTBw7dgyxsbGIi4uDjY0NWrZsicDAQKPXRQUrzr58/n0Z+L/g8htvvIHvvvtOyqceeC6qp0+f4tixY7h69SoeP36MSpUqwcvLCx06dCi072iIu3fv4uzZs7h37x4ePnwIZ2dnvPrqqxqDA0sSc16nFrW/fvz4cVXaXP310NBQfPvttwCeBa03b94sBXkLkv+YcHV1RY8ePfDLL78UqS2PHj3C5cuXERkZieTkZGRlZcHZ2RlVq1ZF1FROdgAAIABJREFUy5Yt4eXlVaT1ExERkXlYZgSKSq3t27dL6aCgIMXBjqCgICl98OBBpKWlwcHBQSNvdHS0lG7atKniNrq7u6Nq1aqIj48HACQnJ+PIkSPo2LGj4nWY28yZM/Hzzz/jyZMnqmXLli1THNDNy8vDmjVrsHjxYpw9exZCCK35GjZsiKlTp2L48OEGBQcSExMxb948rF27FjExMQXmc3BwQFBQEMaMGYMePXq88AExcx0XRfH06VMp7ezsbNT1F0ViYiI2bNiAbdu24ciRI4U+Zebg4IDg4GBMmzYN3t7eiuvI//8RGBiIgwcPAgBOnz6NadOm4cCBA1rL1axZE1988QVGjBihuC4qnLabzY8fPy70ppyTkxMePnyoSisdPa8trzFuqBtDbGws1q1bh+3bt+PEiRPIzMwsMK+LiwtGjhyJyZMnK76pePv2bWkQT2hoKMLCwgAAe/bswX/+8x+cOXNGa9mGDRtizpw5egVb6BlDBiwYwtbWFq1bt5YCxup9p5Lu6tWruHTpEuLj45GSkoJKlSqhevXqaN++vdF/wxISEnD06FHcunULmZmZcHd3R4MGDdC6desXvg9jTiW1fz906FBMmTIFOTk5qj73tGnTCi3z999/49q1a6r08OHDDao7JycH+/btw8aNG7Fv3z7cuXOnwLxWVlZo3bo1pk6din79+ined0eMGCEFJ27duoVatWohNjYWs2bNwoYNGzSCK/369WNA18yKqy+fl5eH1atXq9K2trYYMmQIAMDPzw8NGjTAv//+CwA4cOAAYmJi9ArkhYWFYeTIkar0ihUrMGLECKSlpeGLL77A0qVLkZKSolGuQoUKeOONNzB79mzF30VB1wPbt2/HggULcPDgQdVT9c/VqFFD0UwClsqc16lOTk5SuiT01319fdGkSRNcunQJwLNZGHQFdJ8+fSo9rRwSEgJbW1uD6j937hzWrVuHPXv24MKFCwXexwGeBeMnTZqEMWPG6Jw9pnv37lIf8dixYwgICNCrbdnZ2fDw8FD97trb2+PevXsmGThERET0IrHM+X6o1Ho+Ov05fTqF1atXl6YTzMrKQkREhNa8+W/cA89GnuujcuXKUvrcuXN6lTc3R0dH6UIWePZUj/qFuzbXr19H8+bNERoaijNnzhR6EXD16lWMHDkSbdu2lUbqKvHDDz+gdu3amDt3bqHBXABIS0vDli1b0KtXr0JvPL0ozHVcFMXJkyeldIsWLYxehyGSk5NRrVo1vP3229i5c6fOKUPT0tLw888/o3HjxqrglKEWLVqENm3aFBjMBYCYmBiMHDkSY8eO1bjBQ4a5e/euxjL1c7a6/NNdAs8C8UqkpKRIUxJaW1trTIlbHC5evAhPT09MmTIFBw8eLDSYCzw7ThYsWAAfHx/s3LmzSHVPnToV3bp1KzCYCzz7rejbty9mzZpVpLpKo4IGLJijLlPVY05PnjzBp59+ilq1asHHxwdDhgzBxIkTMX36dIwfPx59+/ZFlSpVEBQUJD3JY6ioqCgMGDAA7u7uGDBgACZPnozp06dj1KhRCAgIgKenJxYtWsTzv5GU1P591apV0b17d1VaybTL+QOklStXNuipfwAIDg5Gjx498PPPP+vsUwshcOLECbz66qsYNGgQ0tLSDKoTAPbt24fGjRvjxx9/tMiZLUqj4urL79+/X7r269atmxRse/3111X/Vg/+GiomJgZ+fn6YO3eu1mAuAKSmpmLZsmXw8fHB2bNnDapHCIGJEyeid+/eOHDgwAt5rjfndaqh/XUhhEZe9SmYTSn/dMn79u1DXFxcofm3bt0qnRcNnW75+++/R/PmzTF37lycP3++0Ps4AHDz5k1MmjQJfn5+OqekHjdunJTW9QoQbf78809VMBcABg0axGAuERGRAgzokkVRf1ePj4+PXuXV8xf07h/1p0dzc3P1qic7O1tRPZZE/R0z6enpGhfu6k6ePImAgABcuHBBWm5jYwNvb2/4+/vDx8cH9vb20t///vtvtGnTRnFQ97333sP48eM1gm02NjaoXbs2WrZsiSZNmsDV1VXR+l405jouDJWRkYEFCxZIyyzlPT+5ubnS+/SA/9uvfH190apVKzRo0ABly5aV8mRmZmLkyJF6vcsuv2XLlmHSpEmqc0u5cuXQsGFDtGzZUusTkMuXL1dNx0VFk3/qNgDw8vLSOUX78ydBnvvuu+80zvPaLFy4EFlZWap0//799Q4gmEJWVpbGTRs7OzvUqVMHzZo1g7+/P+rWrasxlejjx4/Ru3dvhIeHG1TvtGnTMG/ePFXa0dERjRo1gp+fn9bz92effcb34enJkAELxqrLVPWYy+bNm1GnTh18+eWXhQaucnNzsW/fPrRt2xYTJ040+Ab87t274evri82bNxe4jtjYWEyaNAmBgYEvRMC8uJXk/n3+J2yvXr1aaKAiMzMT69evV6WDg4MNfhWJtsGdrq6u8PHxQatWrdC0aVOtT7Jt2rQJ/fr1M+j4OHfuHPr16yft815eXvDz80OdOnUMfhKNDFecfXn16ZbzB3C1pdXz6ys9PR09e/ZUPfULAG5ubmjRogXq1aunsf/FxcWhW7duuHz5st51TZ8+Hd9//70qXa5cOTRo0AAtWrSAu7u74RthQcx5nareX1++fLmiASGrV6+WXo/SvHlzjeCwKb3++uuwsbEB8Ox3ac2aNYXmz7+PN2rUyODXZ2g7vzs6OqJ+/frw9/dH8+bNtT7tHhERgfbt20vBVnV9+vSRrmk3bNggzQanxPLly6X0mDFj9CpPRERUagkiC5Geni6srKwEANXn/v37eq1j3LhxUvnp06drzde2bVspX1hYmF71ODk5SeXbtm2rV3klAgMDpTpWrFhRpPWlpqYKGxsbaZ0LFy4sMH9cXJyoWrWqlP/ll18Wa9euFSkpKVLejIwMsX79elGnTh0pf8+ePUVeXl6h7fr222+lMgDESy+9JMLCwkRSUpJG/ujoaLF8+XLRqVMnAUDcunXLoO+jpDDncWGI2NhY0bFjR2n9HTp00Pn/bqgZM2ZIdYWGhhaaPyEhQQAQfn5+4quvvhJnz54VT58+1ciXnZ0t9u3bJ7p16yatv0KFCiI6Olpnu/KXqVGjhrCzsxMARMOGDcUff/whMjIypPxnz54Vbdq0kcqVL19eJCYm6vV9kKZXXnlF+l7feustnWUyMzNF48aNpXIDBgwQT548KbDMDz/8IJ1TK1asKG7evGnMTVEJDQ2V2jZjxoxC858+fVoAEIGBgWLhwoXi8uXLIjs7WyNfRkaG2LJli/D395fWX716dY3zvLpbt25JZWrXrq36d6tWrcSePXukOvPy8kR4eLho0KCBxvGirW2kXVhYmPT9eXl5maSe1NRU4eDgINUVHh5ukrq8vLxMXs+iRYuEtbW1Rn/DwcFB+Pj4CH9/f+Ht7a3xewtADBkyROf6hwwZIpXZtWuXKF++vCptZWUlXnrpJeHn5ydq1qypUQcA0aZNG5GWlmb0bS8JwsPDjbJfl8T+/blz54QQQjx9+lS4uLiolr/zzjsFrmPDhg3SOk6dOlXgNujSq1cvUaVKFTFhwgSxfft2kZCQoDXf9evXxccffyzs7e2l9S9YsEBnHeq/YW5ubgKAsLe3F5988omIjY2V8icnJ4tDhw7pXO+LxFjHgCHM3ZfP7/Hjx9K50tHRUaSnp2vkCwgIkNp3/PhxxXWsWLFC47t9/u8uXbqIM2fOSPkfPnwovv76a419vUmTJiIrK6vQuvLnd3V1Vf3u1K1bV/z+++8a1wOXLl0SN27cULwtlqY4rlO7du0q5W/Xrl2hdW7dulXax2xtbcWJEyf0aqNS6tep+e+19OjRQ9qXChIXFyddX8ydO1f1t379+unVX5o3b54oW7asGDx4sFi1apW4c+eO1nyJiYli6dKlonr16tL6+/btW+j6P/30Uyn/0qVLC82f3+3bt6V+Wf369RWXJSIiKu0Y0CWLER0dLXUIbW1t9b6Q/OKLL6R1jB49Wmu+YcOGSfnefvttxXVcu3ZN4yact7e3Xu1UwtgBXSGEaNSokbTOiRMnFpi3e/fuUt6xY8fqvIhNTk7WuODetGlTgfkvXbokbG1tpfyDBg3SGnDT5syZM+LRo0eK8pZU5jwutMnOzhZ79+6VPps3bxaLFy8WQ4YMEeXKlZPW3bp1a62BeGPRN6Cbnp6u90W7+vc1depUnWW03Zzv1q1boTfn09LSRNOmTaUy3377rV5tJdn27ds1/h9OnjypqGxUVJTw8PCQylapUkW8++67Ys2aNWLnzp1i06ZN4r///a9o1qyZRr5jx46ZbLv0Deg+ePBAXL58WfH6c3NzxejRo6U6lixZUmgZ9YDu88+IESNETk5OgeXi4+M1bhht2bJFcVtLO0MGLBjil19+keqpWLGizj6AoUwd0N2+fbvGDedXX31VHD58WGMwQUJCgvjvf/+rEczWdW5WD+g+3yZra2vxwQcfiJiYGCl/ZGSkeOONNzSOn/fee8+o215SGCuYVRL7988DukIIMX78eOl3paBjrlevXqp8DRs2lP6mb0D3+PHjGkGmwpw7d05UqlRJtX4lg3LUf8OAZwPmjhw5orjeF50pA7qW1pfP76efflLUr1+yZInGdalS6gHd558xY8YUek11/PhxKRAIyME1bbTV0759e52D5Eqq4rhOTUhI0BiE6ejoKMaMGSPCwsLEjh07xJYtW8T8+fM1+kzly5cv9N5EURUW0F23bp30t3/++UfrOubNm6fKY2NjI+7du6f6m74B3cuXL4sHDx4obn9SUpJo0aKFVMeVK1cKzB8dHS0Fn5s3b664rs8++0yqZ968eYrLEhERlXYM6JLFiIiIkDp1Tk5Oeq/jm2++kdYRHBysNd+PP/4o5XN3d1d8o3LmzJkaF2ru7u56t1UXUwR01dc5aNAgrflOnDgh5evRo4fii7O4uDjh6OioKlvY0w0hISFSPe3atRO5ubkGbduLypzHhTbJyclab06of9zc3MTcuXNNdsP/OX0DuoZq3769qo6qVavqzK/+fXh6eioabLBz506pXLdu3YzR/FLp4cOHGgHZ/v3767WO+Ph48frrr2t9kk/bp3z58mLcuHHSzRZT0Dega4jMzExploWWLVsWml9bQNfPz0/ROWDp0qVSuXHjxhlrM15oRRmwoI+0tDRRq1YtqR5TBY6F0Azozp8/XyP4UNinsMBDQkKCqFKlinRzdM2aNTrbdP78eelpyXLlyhU6g4J6QBd4FszdsGFDofV8/fXXGmXyB/hKC2MFs0pi/z7///fx48elv23evFmj/P3790WZMmVUeWbPni39Xd+AriHUg3Dbt28vNL+2gO6yZctM0raSypQBXUvry+fXrl07qQ179+7Vmi8xMVEaBOzs7Kx4IIK2gG7Tpk0LHXz23LJly6RyNWvWLLScej0uLi4iLi5OUTtLouK6Tk1NTRUTJ05UzYik62NrayuGDBkirl27ZshmKlZYQDcjI0M6P0+aNEnrOvIHq9WvC/UN6Bri2rVr0nXQlClTCs3fu3dvqU1nz57VWUdOTo50zWZnZyfi4+ONtQlEREQvPL5DlyyG+vtT1d/LqkS5cuUKXedzPXv2lN6Pc//+fXz33Xc613///n0sWrRIY3lB9VgaZ2dnKV1Qu9Xf5blw4UJYWVkpqsPd3R2jR49WpY8dO4YHDx5o5IuLi8OGDRtUaWtra/zyyy8a7z8r7cx5XBjKzc0N//nPfzBmzJgX5r1n+d/XFR8fj6ioKL3KT5s2DU5OTjrzBQUFwcXFRZX+559/9KqHnsnLy8Mbb7yB2NhY1TInJyet5+vCuLq6Ys2aNdiyZQs8PDwKzVumTBm8+eabePfdd1GtWjWD2m1J7Ozs8Nprr6nS586dQ0ZGhl7r+OKLLxSdAwYPHiylud/rlpSUhHHjxknL+vfvD39/f6PX9eGHH+L27duqtIODAz755BOj11NY/UFBQYo/Fy5cKHBd33//PRITE1Xp+fPna7yPUZumTZvip59+UqUzMjKwdOlSvbbjgw8+kI4pbT766CP0799flc7Ly9P7vEX/p6T379u0aYN69eqp0qtWrdLI8+uvvyInJwfAs77zG2+8Ybb2PRccHKx6HyQAHD9+XK/ynp6efFeihSmOvvyNGzdw9OhRVbp69ero1KmT1ryVK1dGjx49VOlHjx5hy5YtBtf91VdfSftwQcaMGYO6deuq0jExMdi7d6/iet5+++0X5l252hTXdaqDgwMWLVqE8PBwRe/sDQ4Oxvvvvy/9X5qbvb291P9du3at6lz+3D///CO9q9lc77HOr27dulLfUtf5ffz48VJa/b242uzatUu6ZuvXrx9cXV31bCkREVHpxcgJWYynT59KaTs7O73XUbZsWSld0M3oGjVqIDg4WFr2n//8p9ALw+TkZPTv3x8PHz7U+Ju+N72LS4UKFaR0VlaWRp68vDzs2rVLlfb390f9+vX1qqdr165S+siRIxp59u/fj9zcXFW6R48exXqRZanMeVwY6sGDB3j33Xfh6emJb775BkIIo66/ONSuXVtKnzt3TnFZKysrjYBVQWxsbNCkSRNVOiEhAZmZmYrromemTJmCnTt3Sst++OEH1KxZU6/1nD9/Hh06dEDfvn2lGw3a5OTkYPHixWjcuDGGDx+Ox48f691uS5N/v8/JyZFuKuni5OSEbt26KcpbqVIleHp6qtIxMTHKG1kKGWvAghJr167VCFzOnj0b1atXN3pdppaVlYUlS5ao0t7e3pg4caLi8gMGDJBuFP/xxx+Ky1aoUAGffvqporxz5syR0uvXr0daWpriuuj/vAj9++HDh6v+vX37diQlJUl/X7lyperfnTt31jn4yBQcHBxQtWpVVVqfPhIADBkyhAM4LUxx9OXz78sAEBISUuh+oT54Qb28Um5ubor7K9oGTRw8eFBxXSEhIfo0rcQpruvUW7duoX///mjXrh0iIiJ05l+9ejVat26NXr164d69e3q30VjyB2jj4+Oley6AvE9XrFhRGvBlTvmvB3Sd33v06CH16X/77Tekp6cXWib/gDkAHOBDRESkJ15JkcVQH9GpLdioi3ogpLBRorNnz5ZGAmZlZWHAgAEIDQ3F4cOH8ejRI2RmZuLGjRtYtGgRGjVqhJMnTwLQfNJVPVBqqVJSUqS0+gUUAFy6dEkKTPj5+eldT/5OPQBcvXpVI496kLdnz55611MamPu4UOfs7AzxbHp+CCGQm5uLpKQk/PPPP1i0aJEUjExJScGHH36I0NBQ5OXl6d1OU8vOzsZff/2FiRMn4pVXXoGHhwcqVqwIa2trWFlZSR/1Gz35n/DSpVatWqhcubLi/PlvigJ4IQKD5rRo0SIsWLBAWjZ16lQMGTJEr/WsXbsWrVq1wqFDhwA8C8wPHDgQf/31F+Li4pCVlYXk5GScPHkSn376qerJaiEEVq9ejYCAACQkJBhno4woPT0d69atw7hx49C6dWtUr14djo6OWvd79SdA9dnvmzdvrtcN+vz7Pff5whlrwIIup06dwptvvikt69mzJ9555x2j1mMuZ86ckY7JoUOHKnoiK7+goCDVvy9evIgnT54oKtevXz9UrFhRUd569eqhTZs2qnR6ejpOnz6tVzvp/5T0/v2wYcNUs+JkZWVh3bp1qr+dP38eFy9eVKXzB3+N4cqVK5g5cyb69euHunXrokqVKrCzs9P4rbCyskJcXJyqnD6/FQBMMrMAFcwS+/JCCI0n0HXNntCnTx/pvLp3716DgnPt2rXT67egQ4cOUvrUqVOKyjk6OqJhw4b6NK3EKY7r1PDwcPj6+mLr1q2qgQedO3fGhg0bEB0djczMTDx+/Bjnz5/HnDlzUKNGDVXZHTt2wM/PD9evX9e7ncbQtm1b1KlTR5XOfwxkZ2fjt99+U6Vfe+01jaeXi+LBgwdYvHgxXn/9dTRp0gRubm4oV66c1vP72rVrVeXS09MLDbJbW1tLAdknT55g/fr1Bea/f/8+tm3bpkrXrl0bXbp0KeLWERERlS4M6JLFUL9poj7iUwn1zmZhN2Jq1KiB9evXw8HBQbXs+cVlYGAgXFxcYG9vD29vb0yaNEl146JGjRqYO3eutC71G0CWSv2mubbvRz34umTJEq0d/cI+jRo1ktah/nQB8GyarfwMCRyXBuY+LnSxtraGi4sLmjVrhokTJ+LChQuYP3++NCX36tWr8c033xhch7EJIfDzzz/Dw8MDffv2xffff48jR47g7t27SElJUfQUwqNHjxTXpx6g1SX/OQgoOU/8W4LffvsN7733nrRsxIgR+Prrr/Vaz8GDBzFs2DDVjahy5crhr7/+wsaNG9G7d2+4u7vD1tYWzs7O8Pf3xxdffIHLly9L562IiAgMHjzYYp5Qz87Oxpw5c+Du7o6QkBD8+OOPOHnyJOLi4pCammpR+z33+YIZa8CCLlFRUejTp4/0f9GgQQOsXr1a8SsXjCU8PFwKPuj6qN9sf0594FhRB6jl5eUhMjJSUbmC2qQ0v9KAAWkq6f17T09PaX/I/8RW/n87OjpiwIABRqnz0qVLCAwMROPGjfH555/jzz//RFRUFB4+fIjs7Gyd5fX5rQA0Z0Eh87KEvnx4eDju3LmjSvv4+KBZs2aFlrG3t8fAgQNV6dzcXKxZs0bvuhs3blyk/Ldu3VJUzsvLy+y/n+Zm7uvUyMhI9OnTRzW4ytraGsuXL8e+ffvw2muvoWbNmrCzs0PFihXRtGlTTJ06FREREejevbtqHXFxcejTp49BbTWG/ANx/vzzT9X5c8eOHdLgGGNNt5yYmIhRo0ahRo0aePfdd/Hbb7/h8uXLiI+PV/wd6DrHv/nmmyhTpowqXdi0yytWrJCmmn7zzTdf+OOEiIjI2BjQJYuh3nlPT0/X+8a4+hR1ugJXHTt2xJEjR6SRkoVp1qwZDhw4AEdHR2l5SQnoxsfHS2ltUyhqm3KuqLQ9faUe5NU3GFBaFMdxoQ8rKytMnjwZs2fPlpbPnDkTycnJRqvHUHl5eRg+fDhGjx6tsf/rQ59pkA15f1R+lhIQtHTbtm1DaGio9H0NGDAAP/30k143BnJzczF69GhpCvilS5eiV69ehZarXr06tm3bhipVqqiWHTx4EL///rseW2EaGRkZ6N69O6ZNm6YxM4M+zLnfkyZjDVjQ5d69e+jatat0jqxZsyb27NmDSpUqGbUuc1IfoNa3b1+9B6hNnjxZWoe2AWramCtgQNqV9P59/hv+p06dQmRkJHJycqSntwYOHIjy5csXua5t27bBz88Phw8fNngd+r4qQunT62QexdGXV58uWem7oI0x7bI+s+gAgIuLizQDidIBDKVhPzf3der48eOl/J999hlGjx5d6PorVqyIP/74Q3qFVGRkZLG9rz7/LAyZmZmqp1nz78u1a9dGu3btilzXjRs30KxZM6xYsUK6ztGXrnN8tWrV0LdvX1X6xIkTWqfCfj7I+jkbGxuMHDnS4HYRERGVVmV0ZyEyjypVqsDKykp1EZCdnY34+Hi4ubkpXsfdu3eltJIgYbNmzXD16lWsWLECq1evxt9//y2NGgSApk2bYtSoURg/fjzs7Oywd+9e6e/e3t6K21hc0tLScO3aNWmZthtd+o6yV0LblF3qQYaSMm21uRXXcaGvyZMn48cff8TNmzcBPNvfNm7cWOzvxJk1a5bG6P2KFSuiQ4cOaNGiBWrWrAlnZ2fY29vD1tZWlefChQv48MMPzd1cUig8PByvvfaadK4OCgrC2rVr9Z5Sdfv27dKMAQ0aNFA8jaWbmxvee+89fPLJJ6ply5cvV/wOZVOZMGECDhw4IC1zdXVFhw4d0LRpU9SsWRMVK1ZEuXLlpO9rz549mDdvnrmbS1oYa8CCLklJSejatasUQHR1dcXevXuNPqWzuZlrgJo2+gYM1POboi9W2pTk/v2gQYPwzjvvqAIXq1atQuvWraVBF8Z4euvatWsYNGiQNE2qlZUV/P39ERAQgJdeegnu7u6wt7fXGLTzxhtv4MGDBwbVm7+/RZbDXH351NRUjXeSu7m5Yd++fTrL5uXloUKFCkhNTQXwbHaU06dPo2XLlorr13cghJWVFcqVK6c6Hp/XrUtp2M/NeZ168eJF6f3FLi4umDJliqI6ypcvj08//VQaELB8+XJMnTpVcTuNpXbt2mjfvr1qEM2qVaswaNAgbN++XZVn+PDhRe7rZWVloWfPnoiNjZWW161bF4GBgahfvz5q1KgBBwcH1dTLz82bNw979uzRq77x48dj06ZNqvTy5cuxcOFCKU94eLh0zdWrVy+tDxgQERFR4RjQJYtRrlw5eHp6StMvRUdH63VBEB0dLaUbNGigqJytrS3Gjh2LsWPHIi0tDTExMUhMTISDgwNq1qwpPYEFQGPEYUmYLvjMmTMaIzO1TW2lfpEbEhKCUaNGFalubR119acgUlNTNb5nKt7jQh9lypRB37598e2336qWHT9+vFgDug8ePMCcOXOkZR9//DGmT5+ucwBBUUYxk2mdPHkSffv2laYJCwgIwObNm2FnZ6f3+vbv3y+le/XqpddNlD59+kgB3WPHjiE3N1fvwLKxnD9/Xhrlb2tri7lz52LChAk6vx/1qfCpeBhzwEJhUlJS0L17d1y5ckW1zMnJCbt375aeZCmpzDVATRt9AwbqU+8rDRhQ4Upq/75ChQoYMGAAVq9eDQBYs2aN9MS5l5cXAgMDi1zPtGnTpCev/P39sXLlSkX9RE6R+eIxV19+48aNGk9lqr+/XR9hYWF6BXTT09P1Wr8QQpoWmIOQ/485r1PV++udOnXS67f2ef/+efA5KioKcXFxqFatmuJ1GMvzd7oDz46xWbNmqQbWWFlZGeX96MuWLZMG87u5uSEsLEyafrog+Z+iVapl4ahkAAAgAElEQVRLly6oU6eO6lpi9erV+Prrr1G2bFlVHvWpmIt74DcREVFJxYAuWZQGDRpIFwQRERF6XaCpT69nSODKwcFBZ7lLly5J6ZIQ0N24caOUrlChgtbvVv3mlrOzM7p06WL09qhP4xgfH49atWoZvZ4XgSUcF0qoP/F9//59k9Sj1NatW6UbMGPHjsVXX32lqKzSaTXJvC5evIgePXpIwY5mzZphx44dGgERpdSnNtX33X7q+TMyMpCcnFxsA1Q2bNggPdU5c+ZMjWl7C8L9vvgZe8BCQTIyMtC7d2+cPn1atax8+fLYvn27zvcYlhTqN3oXLFiAJk2aFGmdSsvrGzAw5asR6JmS1r8fPny4KqAbHR0tBT3yT9lpqNTUVOmJMDc3N+zatQsuLi6KylvCazXI+MzRlw8LCzPq+tatW4eFCxcq/o3M/55SJZKTk6XBPCXlVUvmYq7r1KL2152dneHi4iL1de/evVssAd3XXnsN77zzjuo69bvvvlP9rW3btnjppZeKXMe6deuk9ObNm9GmTRtFZQ25HrCyssLYsWPx0UcfAXg2S8qmTZsQEhKiSm/evFmV38PDAz169NC7HiIiIuI7dMnC+Pr6Sunjx48rLhsXF4fbt2+r0ra2tvDx8TFW01SSkpLw999/q9JOTk4ICAgwej3GlJKSovGOoR49ekgjJp9TvziKiooySZvq1q0rpc+cOWOSel4EJeG40Ka4pxrLf5wCz6ahVSr/E2tkGSIjIxEUFCTdRG7YsCF2794NJycng9er/l6oMmX0G+umbT8vzie88+/31tbWGD9+vOKy3O+LlykGLGiTlZWFgQMHSu/MLFu2LLZs2YK2bdsarZ7ipj6ook6dOujSpUuRPkqfOtI3YKA+PTQDBuZnaf37Tp06wcPDQ+vfjPH01j///CNNtRwSEqI4mBsVFaX3e3OpZDJ2X/7WrVtFel+zNklJSfjzzz8V5798+bJe61cf6KFvIPFFZ67r1KL215+vP7/i6q87Ojri1Vdf1fo3Y0ynn5eXJw3Y8/X1VRzMBQy/Hhg5cqQ0sCL/E7mrV6+W/g9HjRpVbLMZERERlXQM6JJF6d27t5Tet2+f9KRRYdTf89GxY0eTPOHwxx9/IDs7W5UOCQnRe2o9c5sxY4bGO2sLusnv7+8vbc/x48elJ4WMpX379lJ6x44dRq/jRVESjgsA0uhsAHpNt2UK6u9202cKUfX3j1LxunPnDrp06SK9P7B27drYu3cvXF1di7Ru9XdX3rt3T6/y6u/+srKy0vv9mcaUf793dXVVfIM+Ly8Phw4dMlWzSAdTDVhQl5ubi6FDh2Lnzp2qZWXKlMG6desQFBRktHosgbkGqGnDgEHJY2n9e2tra+l9j8+1adNGY1CkIdhHIm1M3ZdftWqVdA0zYsQICCH0/jx/ev059YHLhTl69KhegTz1vpG/v7/isqWBua5Ti9pfz8zM1Bg8VdRriKLQNjDH3t4er732WpHX/fDhQ+m1Hfqc369du6ZxbaOUq6srBgwYoEofPHhQ1ff66aefVMutra2L/EovIiKi0owBXbIoAQEB0hMVN2/exMGDBxWVVX/XR79+/YzZNADA06dP8d///ldaZunv/ti0aRMWLlwoLevYsSM6deqkNb+dnZ30t7S0NKxYscLo7ercubM0snbnzp24fv260et5EVj6cQE8e7/Utm3bpGUvv/yySepSSv1mQv4nUQpz/vx5nDhxwhRNIgPExcWhc+fOiI2NVS2rUaMG9u/fjxo1ahR5/epTvet7o1r9nV5eXl4GPTVgLPn3e6X7PAD8+eef0ndM5mPKAQv5CSEwatQo/PHHH6pl1tbWWLFiBfr372+0eixFx44dpbQ5g1D6Do5gwKB4WWr/XtuTWsZ4egswvI8khMDSpUuN0gayLKbuywshsGrVKmlZcHCwQevq168fypUrp0rv2rVLY5BCQeLj47F7925FefPy8rBmzRppmTHeX/0iMdd1qnp//eDBg4oDx8Cz39n8Qc6yZcsa5TrCUF26dEH16tWlZf379zfKID5Dz+8AsGTJkiLVPW7cOKkdP/30E06cOCE99du1a1d4eXkVqR4iIqLSjAFdsijW1tYYMWKEtGzmzJk6O+v79+/HkSNHVGlHR0cMHjzY6O2bNm2aNHJ56NChaN68udHrMZb58+djyJAh0jIHBwedHfUpU6ZI6RkzZkjv7jIGNzc36SI+Ly8Pb775pvSOInrG0o8LAFixYgX+/fdfaVnfvn1NUpdS7u7uUvro0aM6y+Tm5uo1NTOZVlJSEoKCgnDjxg3VMldXV+zdu9doT7B17txZSh89elRjuu6CZGVlYcGCBYWuz9zy7/fJycmIiIjQWSY1NRWTJ082ZbOoAKYesJDfO++8o3EzfcmSJVqfAnwRtG3bFo6Ojqr0rl27zPaU7tatW/HkyRNFea9duyYNIipfvrxe7x+korPU/n2DBg2QmpqKlJQU1cdYgWZD+kgAsHTpUpw/f94obSDLYuq+/JEjR3Dz5k1V2tXV1eA+k6OjI3r16qVK5+Tk4Ndff1Vcfvr06Yqe0l2+fLk04NjDwwNdu3bVr7EvOHNdp6rvK9HR0diwYYOiNgoh8PXXX0vL2rVrp/X1U+ZiY2ODGzduSOd39T6aoSpXriwNLv3777+lYHZBzp8/X+SAbocOHaT3IIeFhWms0xIGTBEREZVkDOiSxfnoo4+kqXYOHTqEOXPmFJj/7t27GD16tLRs0qRJGu9O00b9orUgubm5mD59Or777jvVMhcXF40nXy1BTk4O1q9fj1atWmHKlClS593GxgYrV66UOtnavPLKK+jWrZsqnZCQgK5duyr+voBnAdotW7bgo48+KjDPxx9/LF1IHTlyBMHBwYrfy3XmzBk8fvxYcZtKMnMcF4cOHcLcuXORnp6uV9t+//13vPXWW9Ky1157rdhH3qq/++7TTz9FRkZGgflzc3MxatQoPp1rIVJSUtC9e3dpRLezszP27NmDhg0bGq2e9u3bw9PTU1oWEhKicxBLdnY2Ro0ahcjISGm5Md5tWBTq+/3UqVMLHSiTnp6OAQMGSDdZyTzMMWDhuY8//ljjhtr8+fOlJyleNPb29njnnXdU6dzcXIwbN07RTc2iSk1NxaxZsxTlVe8nDR482KjvTC6NXqT+vYODAypUqKD6WFsb5/K9RYsW0rsON23apPPdl9u2bcMHH3xglPrJNCy5Lx8WFialBw0aVKQZTUJCQqS0PtMuX7hwQecAzr///ltjf3/nnXf43k8tzHGdWqdOHbRu3Vpa9tZbb+HixYuFtk0IgY8//hjh4eHScmPNdlAU9vb20vndWO+strGxQatWrVTpuLg4fPPNN4WWiYqKQr9+/aRXDxgqf9/ywYMH0lPubm5u6NOnT5HrICIiKtUEkQX66quvBADp89Zbb4m7d++q8uTm5orNmzcLT09PKV/16tVFcnKyonqqVKkiAgMDxbJly8SdO3c0/p6SkiLWr18vmjVrJtVhbW0tNm3aZLTt1SYwMFCqc8qUKWLv3r3SZ9euXWLdunVi2bJl4pNPPhFBQUGiYsWKGt8dAFGhQgW92vzgwQNRs2ZNaR3ly5cXkyZNEufPnxd5eXkaZZKSksTevXvFe++9pyobGBhYaD2LFy/WaGudOnVEWFiYSEpK0sgfExMjli9fLjp06CAAiFu3bineppLO1MfF5s2bBQDh7OwsRo0aJf766y9x//59rXmfPHkitm7dKnr27KnRpkqVKono6GijbvtzM2bMkOoKDQ0tMG9iYqJwdHSU8rdq1Ur8/fffUr7s7Gyxa9cu0aJFC1W+hg0bSuVmzJhRaLvy59W1z6sLDQ2Vypemfbowz4/x/J8vvvhC4zyo5KPtXJLfypUrNeqqXLmyWLRokUbZrKwssXPnTuHv769RplevXib5LtT3kcL2x6tXrwpra2spf8+ePcWVK1ekfBkZGeL3338X3t7eBe73K1asKLCeW7duKT4WtVH/jSttnjx5Ilq2bCl9B87OzuLcuXNGr+vrr7/W2Fd1ndPMycvLS2pbeHi40dadmJgoKleuLK1/4MCBIiUlRfE6UlJSxIIFC8SqVasKzDNkyBCN79ja2lr8/vvvha57zpw5GmX++ecfxW0raY4ePar1HD1//nzpe3BzcyvwfK5+LtOmJPXvjX3MOzk5KT63hoSESHkrVqwofvjhB5GRkSHlu3btmnjrrbdUvy1Vq1aVjisvL69C62E/5/+Y+hiw1L58WlqaRp/88OHDRVpnRkaGxnWvtvPnihUrpDz5f3OCgoLE2bNnpfxJSUlizpw5wt7eXirXuHFjkZWVVWibinI9UNKZ4/7NwYMHhZWVlVS2fPny4osvvhBxcXFS3tzcXHH06FHRrVs3jXY1adJE5ObmGv07UL9OXbhwoVHX369fP8X9pR9++EHKa2VlJSZPniwePHgg5UtISBDz589X/XZYWVmJ+vXrF+mcnZSUpHH8PP989NFHBmw5ERER5Vf67qBRiZCbmyt69+6t0QG0sbERL730kmjWrJlwdnbW+Hu5cuXE0aNHFdejfpOvUqVK4uWXXxb+/v6iVq1aws7OTmsbfvnlFxNu/TPqN3yK8unatau4du2a3m24ePGiRlD3+cfJyUn4+PiIVq1aiUaNGolq1appzafkYvb999/XWvb5/3fLli3Fyy+/LFxdXTXylKabQqY+Lp7fBFL/uLq6ioYNG4pWrVqJZs2aCS8vL42L6ecfZ2dnjRsjxqRPQFcIIebOnau1nW5ubqJly5aiSZMmGjeDGjRoILZu3SotY0DX/Ix1/tN1w+O58ePHay1rbW0tvL29hb+/v2jcuLFwcHDQmq9evXoiMTHRJN+FPgFdIYSYMGGC1jbWrFlT+Pv7Cx8fH1G+fHnpb6+88opYvny5tIwBXdMx14CFsLAwjXratWtnUD1KAmmGMGVAVwgh9u3bJ2xsbDSOhW+//VbExMRoLXPnzh2xfv16ERISogpCzJ49u8A61AO6z7fJ2tpafPDBByI2NlbKf+3aNTFs2DCN/5t3333XqNtuadT/rw35KDnXlKT+fXEGdKOiorQOBLW3txcvv/yyaNmypfDw8ND4nnbs2CH9XzKgq5ypjwFL7cuvWrVKqsPDw0Pr4GB9DR8+XOc5VD2g+7///U80adJEWubu7i78/PxE/fr1ha2trcZ34uLiIi5cuKCzPfnLlLaArrnu32gbpPb8U6tWLeHv7y+aNm2qcS7MfyzcuHHDJN+BJQV0s7KyhK+vr8b2W1tbi/r164tWrVoJb29vjf7R9OnTjXLOVj82gWfB4uvXrxv+BRAREZEQggFdsmAZGRkiODhY8cVt5cqV9b4JqH7DR9fHw8ND7N+/3zQbrKaoAV0HBwcREhIijh07VqR2xMfHax3ZqvQzbNgwRfX873//0wgwKPmUtptCpjwuCroJpPQTFBQkbt68adLt/+yzz6Q6R48erbPMuHHjFG9DkyZNRExMjAgPD5eWM6BrfkXZF9U/So6B3Nxc8fnnn4syZcrovf6uXbuKe/fumey7UL8p8uWXXxaaPzMzU+tNtYI+HTt2FMnJyRo3PRnQNR1z7d/q55eifPT9P1bK1AFdIZ49ha8tiAc8ezKoadOmwt/fX9SvX1/rDWdAv4Durl27pD6NtbW1qFOnjmjZsmWBAR1/f3+Rmppq9G23JMUV0NX1Kc7+fXEGdIUQYvfu3aJChQqKvid7e3uxbt06IYRgQNdAxRXQVfoxVV++U6dOUj2TJ082ynp37NghrbdKlSoaT9Fq69vExMRozEpS0MfNzU2cOnVKUXvylyttAV0hzHP/Rgghli1bZtB9gxYtWojIyEjjb/j/Z0kBXSGeDU6rW7eu4u/ngw8+EHl5eUY5Zx87dkxj/R07djRsw4mIiEjCd+iSxbK3t8fatWuxceNG+Pr6FpjPwcEBEyZMQEREBDp06KBXHdOnT0ebNm10vr/H29sbc+fORWRkJDp16qRXHaZka2uLChUqwNPTEy1btkRwcDC+/PJL7N+/HwkJCfjtt9803qeoL1dXV+zatQuHDx9Gnz59dL7XzcrKCs2aNcO0adNw8eJFrFq1SlE9EyZMwI0bN/Duu+/Czc2t0LzOzs4ICQnB/v37UatWLaWb8kIw5XHRtWtXbNq0CWPGjEH9+vVhZWWls0zFihUxdOhQ7N+/H3v27DH6ex/Vqb8D19HRUWeZZcuWYdWqVXjppZcKzFO1alXMmjULp0+fhoeHR5HbSSWPtbU1ZsyYgQsXLmDcuHGoWLFiofltbGzQqVMnbNq0Cbt27UK1atVM1jZ993s7Ozts3boVCxcuhLu7e4H5atWqhe+//x779u2Ds7OzUdpKZImGDx+OQ4cOaf0duHfvHi5cuIBTp04hMjISjx490shTpkwZvY7xpk2bYvPmzao+U15eHm7cuIHTp0/jzp07GvkDAgKwe/duvjvXSEp6/96cunbtitOnTxf6TsMyZcpg0KBBuHDhAoYMGWLG1pG+LLEvHx0drfH+0uDgYKOsOygoSHrvamJiIrZv366znIeHB06fPo0pU6ZI737Nz8HBAWPHjkVERARatmxplPa+6Mxx/wZ49o7WiIgIfPjhh3B1dS00r5WVFfz9/bFixQqcOHEC9erV07u+ksrT0xOnT5/GO++8A3t7+wLztW7dGrt378Y333yj6JyhREBAAOrXry8tGzNmjFHWTUREVNpZCSFEcTeCSImoqCicPHkSd+/eRVZWFpydndGwYUO0bdu20A6qEunp6Th37hyioqIQHx+Pp0+fonz58vDw8EDz5s1Rt25dI21FyZednY1Tp07h1q1bSExMRFpaGhwcHODi4oJ69erBx8cHTk5ORapDCIHz58/j6tWrSEhIQEpKChwcHODu7g4fHx80btwYNjY2Rtqiks2Ux8WjR48QERGBW7duIT4+HmlpabCzs4OTkxMqV66MJk2aoF69eka78FNi/Pjx+OGHH1Tpzz77DDNnzlRU9vl+dfbsWSQmJkIIgapVq6Jx48bw8/PjPkWSvLw8XLlyBRcvXkRSUhKePHkCe3t7ODs7o06dOvDz8yvwJqCxde/eHbt371alf/nlF4wcOVJR2ZycHJw+fRoXL17Ew4cPYWNjA3d3d/j6+qJp06amajLpYMzzZnh4eIE3REeMGIGVK1capZ7Q0FCEhYUZZV351apVSwpyFrY9RZWTk4PVq1dj2bJlOHv2LHJzcwvMa29vj3bt2qFXr14YOnQoqlatWmDe4OBgrF+/XpWOi4uDu7s7oqKiMGXKFPz555/Iy8vTKFejRg18+OGHePfdd2FtzXG2xsb+vX7i4uJw5MgRxMbGIj09HRUrVoS3tzcCAgI46KeEssS+vLmFhYVJfaYVK1ZgxIgRqvTTp09x9OhRXL16FU+ePPl/7d17bNXl/QfwT4HSAspawFJwKygg1wnIVhTGBkpcwBiRWxgzZtsfEBLnuGy6LNnAbSabIuyu4mReFjWhXhhsMw6VCYpOBHXhMkSgGdANSmmhyLWc3x+L58ehLbTQco74ev3F5/k+z/f5nIR/Dm+e50R+fn5069YtRo0aFW3btk1DxxeP5vye+rFEIhEffPBBrF+/PsrLy6Oqqiqys7MjLy8vioqKori4OPLz85tkr0+y6urqWLVqVWzdujWqqqqiTZs28bnPfS6uvfbaKCoqavL9Dh48GF26dIlDhw5FRETHjh1j165dkZOT0+R7AcCnjUAXgE+Mr371q/HSSy8l69P/UQYuRr17944tW7Yk6+YMvODTorKyMtasWRNlZWVRXl4eJ06ciEsvvTQ6d+4cffr0id69ezfZPzzu2bMnVq9eHdu2bYtjx44l9xg2bNhFHaQApNvZAl2g6S1atCimT5+erGfOnBkLFy5MY0cAcPE48z1UAJAhTp48GWvXrk0ZGzBgQJq6gQujoqIitm7dmjLm7z2cv7y8vBgzZswF2augoCDGjx9/QfYCAEinU2/UioiYNm1amjoBgIuPu70A+ER48cUXo6KiIlnn5+fH1VdfncaOoPk988wzKVe19uvXL+X34gAAADLBihUrYt26dcn6+uuvj759+6axIwC4uAh0Ach4u3fvjjvvvDNlbMKECdG6des0dQTNb8OGDTF37tyUsalTp6apGwAAgLodOnQoZs6cmTI2e/bsNHUDABcnVy4DkHHeeeed2LdvX1RUVMRbb70Vf/jDH6Kqqir5PDc3N+6+++40dghN7/XXX4/q6urYu3dvvPbaa/HEE0/E0aNHk88vu+yymDFjRho7BAAA+N93l8OHD8fRo0djy5Yt8dvf/jY+/PDD5POhQ4fGTTfdlMYOAeDiI9AFIOPMmTMn/v73v9f7/P7774+ePXtewI6g+X3961+P0tLSOp+1atUqFi1aFB06dLjAXQEAAKQ603eX7OzseOihhy5wRwBw8XPlMgCfGPn5+bF48eK444470t0KXDBdu3aNpUuXxrhx49LdCgAAQL2ys7Nj8eLFMWjQoHS3AgAXHSd0AchYl1xySXTs2DEGDBgQo0ePjm984xuRl5eX7ragWbVv3z46deoU11xzTdx4441x2223RZs2bdLdFgAAQC2tW7eOrl27xqhRo2LWrFnx+c9/Pt0tAcBFKSuRSCTS3QQAAAAAAAAAtblyGQAAAAAAACBDCXQBAAAAAAAAMpRAFwAAAAAAACBDCXQBAAAAAAAAMpRAFwAAAAAAACBDCXQBAAAAAAAAMpRAFwAAAAAAACBDCXQBAAAAAAAAMpRAFwAAAAAAACBDCXQBAAAAAAAAMpRAFwAAAAAAACBDCXQBAAAAAAAAMpRAFwAAAAAAACBDCXQBAAAAAAAAMpRAFwAAAAAAACBDCXQBAAAAAAAAMpRAFwAAAAAAACBDCXQBAAAAAAAAMlSrdDcAAADQFLp37x6lpaVnnJOTkxM5OTnRsWPHKCwsjF69ekX//v1j+PDhUVxcHNnZ2ReoWwAAAICGyUokEol0NwEAAHC+GhLonkleXl6MHz8+vv3tb8egQYOasLOmMW/evLjnnnuS9auvvhojR45MX0MAAADABeHKZQAAgIiorKyMxYsXx+DBg2PSpEmxa9eudLcEAAAA4MplAADg4jR//vwYOHBgytjx48dj//79UVlZGaWlpbFmzZpYu3ZtHD58OGVeSUlJrFy5MpYsWeIULAAAAJBWAl0AAOCiNGTIkAaFsYcPH44nn3wyfvGLX8SmTZuS4+Xl5TF27Nj461//Gl/5yleasVMAAACA+rlyGQAA+FRr06ZNTJs2Ld5///2YNWtWyrPDhw/HpEmToqysLE3dAQAAAJ92Al0AAICIaNWqVSxYsCAWLFiQMr5379743ve+l6auAAAAgE87Vy4DAACcYtasWbFq1ap4/vnnk2NPPfVU/PCHP4zevXs36B07d+6MDRs2xPbt26OqqioiIjp06BCXX355XHfddZGfn98svZ+rf/3rX/Hee+/F3r17o6qqKjp06BBdu3aNL33pS9GhQ4d0twcAAACfagJdAACA08yfPz+WLl0aJ0+ejIiIRCIRDz/8cK3Tux87ceJErFixIkpKSmLFihVRWlpa77uzsrLi2muvjbvuuituueWWyMrKqnfuypUrY9SoUXU+q2/8Y4lE4ozPq6ur44EHHojHH388tm/fXuecli1bxogRI+LHP/5xjBgx4ozvAwAAAJqHK5cBAABOc+WVV8bNN9+cMvbCCy/UO3/KlCkxZsyYePTRR88Y5kb8L2hds2ZN3HrrrTFx4sQ4dOhQk/TcGMuXL48ePXrEvHnz6g1zIyJqampi5cqV8eUvfzmmT58eJ06cuIBdAgAAABECXQAAgDqNHz8+pd6+fXu9Ye2RI0dqjV122WXRr1+/GDp0aAwcODA6depUa85zzz0Xt9xyS/Ik8IWwaNGiGDduXOzZsydlvG3bttG3b98oLi6Onj17RosWLWqtmzhx4llP/gIAAABNy5XLAAAAdRg6dGitsfXr10e3bt3qnN+pU6eYPHly3HTTTVFcXFxngLt169ZYvHhxLFy4MBkCv/zyy/HLX/4yZs2aVWv+wIED429/+1tERDzxxBPx5JNPJp/Nnz8/Bg4c2KjP9PLLL8eMGTNSAuSbb7455syZE8OHD49Wrf7/K2JFRUX8/ve/j5/+9Kdx8ODBiIhYunRp3HfffXH33Xc3al8AAADg3GUl/PdqAADgItC9e/eUE7SvvvpqjBw58pzfl0gkon379lFdXZ0ce+CBB2L27Nm15q5ZsyYGDx4cubm5DXr3u+++GzfccENUVFRERMTll18eO3bsSAlUTzdv3ry45557knVjP19lZWX07ds3/vOf/0RERIsWLeKRRx6Jb33rW2dct3Hjxhg5cmTs3bs3IiJat24dpaWlUVhY2OC9AQAAgHPnymUAAIA6ZGVlRceOHVPGysrK6px73XXXNTjMjYgYNGhQ3Hfffcl6165d8dJLL51bow300EMPJcPciIh77733rGFuRES/fv3iscceS9bHjh2L3/zmN83RIgAAAFAHgS4AAEA98vLyUupTT+uerylTpkTLli2T9RtvvNFk7z5dTU1N/PrXv07WRUVFMWfOnAavHzt2bAwePDhZP/vss03aHwAAAFA/gS4AAEA9LrnkkpT62LFjTfbudu3aRUFBQbJev359k737dO+9917s3r07WU+ZMiWys7Mb9Y4bb7wx+efNmzdHeXl5k/UHAAAA1K/+H2gCAAD4lDt48GBKnZOTc9Y1GzZsiJKSkli3bl1s3Lgx9u/fHwcOHIjjx4+fcV1zBqSrVq1Kqb/whS80+h1FRUUp9aZNm2LEiBHn1RcAAABwdgJdAACAelRVVaXUp5/YPdU///nPuOOOO+K11147p70qKyvPaV1DbNq0KaWePHnyeb+zoqdJtegAAAc4SURBVKLivN8BAAAAnJ1AFwAAoA6JRKLWqdmuXbvWOXf58uUxYcKE87qS+ejRo+e89mz27dvX5O88PewGAAAAmodAFwAAoA6bN2+OQ4cOpYz16NGj1rwtW7bExIkTU8LcrKysKC4ujmHDhsWVV14ZhYWFkZubG7m5uSlrb7vttvjvf//bPB/gFM1x+vfkyZNN/k4AAACgNoEuAABAHf7xj3/UGhs8eHCtse9///spp2uLi4vj8ccfjz59+px1j6ysrPNrsoHatm2bUv/sZz+LIUOGnNc7+/fvf17rAQAAgIYR6AIAANShpKQkpe7Zs2d89rOfTRmrrq6OP//5z8m6c+fO8eKLL0Z+fn6D9ti/f//5N9oAnTp1SqmvuOKKGD169AXZGwAAADg/LdLdAAAAQKbZtm1b/OUvf0kZu/XWW2vNW7duXcpVy1/72tcaHOZu3bq1WX8391RXXHFFrb0BAACATwaBLgAAwGm++93vpvxGbIsWLWLatGm15p3++7e9e/du8B6vvPJKo3pq0SL161sikWjw2lGjRp3X3gAAAED6CHQBAABOsXDhwnj++edTxm6//fbo2bNnrbmnh6qnntY9k0QiEQ8++GCj+mrXrl1K/dFHHzV4bXFxccrJ4VdeeSU2btzYqP0BAACA9BDoAgAARMSJEydizpw5MXv27JTxwsLC+PnPf17nmsLCwpR69erVDdrrwQcfjHfffbdR/XXo0CGl3r59e4PXZmdnx8yZM5N1IpGI6dOnx/HjxxvVAwAAAHDhCXQBAIBPtSNHjsQjjzwSV199dSxYsCDlWdu2baOkpCQKCgrqXDtkyJBo3bp1sn7uuefijTfeOON+y5cvrxUaN0T//v1T6meffbZR67/zne9E586dk/Xq1atj4sSJUVVV1eB3HDp0KH71q1/Fo48+2qi9AQAAgHPXKt0NAAAANId33nknTpw4kTJ2/PjxqKysjMrKytixY0e8+eabsXbt2jqvL+7cuXOUlJTE8OHD692jXbt2MWHChHj66acjIqKmpibGjBkT999/f9x+++2Rm5ubnPvBBx/EwoUL4+GHH46TJ09GQUFB1NTUxL59+xr0eQYPHhydOnWK8vLyiIhYuXJlXH/99TF58uQoKipKCZYjIkaPHp1Sf+Yzn4klS5bEDTfckDyZ+6c//Sn69+8fs2bNikmTJkVRUVGtff/973/HW2+9FS+88EIsW7YsDhw4EHPnzm1QzwAAAMD5y0qc/qNPAAAAn0Ddu3eP0tLSJnnXlClTYuHChbWuVK7Lhx9+GNdcc00cOHAgZTw3NzeuuuqqyMnJibKysti5c2fyWcuWLWPZsmUxY8aMZM/dunWLHTt2nHGvn/zkJ/GjH/2oQZ+hvq96zzzzTHzzm9+MI0eO1HrWpUuXKCgoiJycnKiqqoo9e/bE/v37a82bO3duzJs3r0F9AAAAAOfHCV0AAID432/UTpgwIe68884YMGBAg9f16NEjlixZEhMmTIjq6urk+JEjR+L999+vNT83Nzcee+yxGDNmTKN7/MEPfhBbtmyJP/7xj41e+7EpU6ZEr169YurUqbFly5aUZ2VlZVFWVnbG9S1btoyuXbue8/4AAABA4zihCwAAXBQackK3devWkZubGx07dozCwsLo1atXDBgwIIYPHx5f/OIXIzs7+5z337x5c9x1112xbNmyOp+3atUqxo0bF/fee29cddVVtXpuyAndj73++uvx9NNPx9tvvx3btm2LgwcPxtGjR1PmnO2rXk1NTTz11FPxu9/9Lt5+++2oqampd25OTk4MHz48xo4dG1OnTo0uXbo0qE8AAADg/Al0AQAAmlBZWVmsWrUqdu7cGR999FG0b98+evbsGcOGDYu8vLx0t1enqqqqePPNN2P37t1RXl4ex48fj0svvTQKCgqiT58+0bt375TfAwYAAAAuHIEuAAAAAAAAQIZqke4GAAAAAAAAAKibQBcAAAAAAAAgQwl0AQAAAAAAADKUQBcAAAAAAAAgQwl0AQAAAAAAADKUQBcAAAAAAAAgQwl0AQAAAAAAADKUQBcAAAAAAAAgQwl0AQAAAAAAADKUQBcAAAAAAAAgQwl0AQAAAAAAADKUQBcAAAAAAAAgQwl0AQAAAAAAADKUQBcAAAAAAAAgQwl0AQAAAAAAADKUQBcAAAAAAAAgQwl0AQAAAAAAADKUQBcAAAAAAAAgQwl0AQAAAAAAADKUQBcAAAAAAAAgQwl0AQAAAAAAADKUQBcAAAAAAAAgQwl0AQAAAAAAADKUQBcAAAAAAAAgQwl0AQAAAAAAADKUQBcAAAAAAAAgQwl0AQAAAAAAADKUQBcAAAAAAAAgQwl0AQAAAAAAADKUQBcAAAAAAAAgQwl0AQAAAAAAADKUQBcAAAAAAAAgQwl0AQAAAAAAADKUQBcAAAAAAAAgQwl0AQAAAAAAADKUQBcAAAAAAAAgQ/0frpSy7DErWZ8AAAAASUVORK5CYII=\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -1828,7 +1835,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -1888,7 +1895,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAB1AAAARHCAYAAABNtvEeAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAuIwAALiMBeKU/dgAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nOzdd3iUVdrH8d+kk0aRFEpIKCqGpgKiiBQRXCwEV0BwEWTVXZRVdBdYy6tSdFeFXdfdtUu14CoqKqAIihQRFDEgVUroIQlISEIyKZPn/WPCmCeZJDPJTCYJ38915bpynpxyT+aZE5h7zjkWwzAMAQAAAAAAAAAAAADk5+sAAAAAAAAAAAAAAKCuIIEKAAAAAAAAAAAAACVIoAIAAAAAAAAAAABACRKoAAAAAAAAAAAAAFCCBCoAAAAAAAAAAAAAlCCBCgAAAAAAAAAAAAAlSKACAAAAAAAAAAAAQAkSqAAAAAAAAAAAAABQggQqAAAAAAAAAAAAAJQggQoAAAAAAAAAAAAAJUigAgAAAAAAAAAAAEAJEqgAAAAAAAAAAAAAUIIEKgAAAAAAAAAAAACUIIEKAAAAAAAAAAAAACVIoAIAAAAAAAAAAABACRKoAAAAAAAAAAAAAFCCBCoAAAAAAAAAAAAAlCCBCgAAAAAAAAAAAAAlSKACAAAAAAAAAAAAQAkSqAAAAAAAAAAAAABQggQqAAAAAAAAAAAAAJQggQoAAAAAAAAAAAAAJUigAgAAAAAAAAAAAEAJEqgAAAAAAAAAAAAAUIIEKgAAAAAAAAAAAACUIIEKAAAAAAAAAAAAACUCfB0AUJXMzEytWbPGUY6Li1NwcLAPIwIAAAAAAAAAlJWfn68jR444yv369VOTJk18GBEAVA8JVNR5a9as0bBhw3wdBgAAAAAAAADADUuWLFFSUpKvwwAAt7GFLwAAAAAAAAAAAACUIIEKAAAAAAAAAAAAACXYwhd1XlxcnKm8ZMkSdejQwUfRAAAAAAAAAACc2bdvn+k4trLv7QJAfUECFXVecHCwqdyhQwd16tTJR9EAAAAAAAAAAFxR9r1dAKgv2MIXAAAAAAAAAAAAAEqQQAUAAAAAAAAAAACAEiRQAQAAAAAAAAAAAKAECVQAAAAAAAAAAAAAKEECFQAAAAAAAAAAAABKkEAFAAAAAAAAAAAAgBIkUAEAAAAAAAAAAACgBAlUAAAAAAAAAAAAAChBAhUAAAAAAAAAAAAASpBABQAAAAAAAAAAAIASJFABAAAAAAAAAAAAoAQJVAAAAAAAAAAAAAAoQQIVAAAAAAAAAAAAAEqQQAUAAAAAAAAAAACAEgG+DgAAAAAAAAAAAACeYxiGiouLZRiGr0MBKmWxWOTn5yeLxeLrUExIoAIAAAAAAAAAANRjhmHIarUqOztb2dnZKigo8HVIgFv8/f0VFhamiIgIhYWFyd/f36fxkEAFAAAAAAAAAACop3Jzc3X8+HEVFhb6OhSg2mw2m7KyspSVlSVJioiIUIsWLXyWSOUMVAAAAAAAAAAAgHooNzdXhw8fJnmKBic7O1uHDh3y2b1NAhUAAAAAAAAAAKCeOZc85ZxTNFT5+fk6ePCg8vPza31stvAFAAAAAAAAAACoRwzD0PHjx8slTwMDAxUZGanw8HAFBgbKYrH4KELANYZhyGazKS8vT9nZ2crNzTXd10VFRUpLS1ObNm1qNS4SqAAAAAAAAAAAAPWI1Wott7VpRESEWrVqRdIU9U5gYKBCQkLUtGlTFRQU6MiRIyooKHD8/OzZsyosLFRgYGCtxcQWvgAAAAAAAAAAAPVIdna2qRwYGEjyFA1CUFCQ4uPj5ednTmGeOXOmVuMggQoAAAAAAAAAAFCPlE2gRkZGkjxFgxEQEKDIyEjTNRKoAAAAAAAAAAAAcMowDNP2ppIUHh7uo2gA7yibQC0sLCx35q83kUAFAAAAAAAAAACoJ4qLi8tdq82zIYHaUPaeNgyDBCoAAAAAAAAAAADKc5ZEYvteNDRlz0CVnH94wGvj19pIAAAAAAAAAAAAAFDHkUAFAAAAAAAAAAAAgBIkUAEAAAAAAAAAAACgBAlUAAAAAAAAAAAAAChBAhUAAAAAAAAAAAAASpBABQAAAAAAAAAAAIASJFABAAAAAAAAAAAAoAQJVAAAAAAAAAAAAAAoQQIVAAAAAAAAAAAAAEqQQAUAAAAAAAAAAACAEiRQAQAAAAAAAAAAAKAECVQAAAAAAAAAAACgAUpISJDFYqnR14MPPujrh1HrSKACAAAAAAAAAAAAQAkSqAAAAAAAAAAAAABQIsDXAQAAAAAAAAAAAADwvtmzZ6tbt25utWnTpo2Xoqm7SKAC9czBgwfVtm1bR3ncuHGaP3++7wIC4FHTpk3T9OnTHeXVq1erf//+Fda3WCyO7/v166evv/7ai9HVP8yZAAAAAAAAwK+6d+9e6fuNsGMLXwAAAAAAAAAAAAAoQQIVAAAAAAAAAAAAAEqQQAVQYwcPHpTFYnF83Xnnnb4OqVbNnz/f9PjZHhRAXXa+z9muSEhIcPx+EhISfB0OAAAAAAAAahkJVAAAAAAAAAAAAAAoQQIVAAAAAAAAAAAAAEqQQAUAAAAAAAAAAACAEgG+DgAAAAAAAAAAAADeV2QrVuoZq6/DOC+0aByiAH/WMdZXJFABAAAAAAAAAADOA6lnrLrmudW+DuO8sG7qAMU1C/V1GOX88MMPKioqcrl+9+7d1bRpUy9GVDeRQAXOMzk5OdqxY4d2796tU6dOKS8vT40bN1bz5s11+eWX66KLLvJ1iCaZmZnasGGDUlNTlZGRoZCQEEVFRemyyy5TYmJijfrOzs7Wjz/+qD179igzM1P5+fkKDQ1V06ZNlZCQoMTERMXExHjokdSO4uJifffdd9q7d6/S09Nls9kUHR2ttm3bqnfv3goMDPR1iC7z5nPvzPbt27Vr1y6lpqYqJydHMTExGjt2bKW/s6NHj2rHjh1KSUnRmTNnJEnNmjVTq1atdNVVVzX4f1js2bNH27Zt08mTJ/XLL784nqNLLrlE3bp1U1BQULX6PXz4sL777julpaXpzJkzatasmWJjY3X11VcrKirKw4/C/jg2bdqk48ePy9/fX9HR0briiit0ySWXeKT/5ORk7dy5U+np6bJarYqOjlZcXJz69OmjRo0aeWSM0jZv3qx9+/YpNTVVVqtV8fHxuv322z0+jqfl5+frm2++0dGjR5Wamip/f3/17NlT/fr1q7BNYWGh9uzZo507d+rEiRPKzs5WWFiYmjVrpo4dO+ryyy9XQEDd+eduQUGBNm7cqIMHDyojI0PFxcWKiorShRdeqCuvvFL+/v6+DhEAAAAAADRwkydPdqv+6tWr1b9/f+8EU4fVnXeUAHjNzz//rEWLFunzzz/X5s2bK/10SWxsrO69917df//9VSZ/EhISdOjQoXLXFyxYoAULFlTYbt68ebrzzjsr7fvTTz/V7NmztWHDhgrjbdOmjR588EHdd999Cg4OrrS/0rZs2aKnnnpKy5YtU0FBQaV127ZtqxtvvFH33nuvKWl38OBBtW3b1mmb8ePHa/z48RX2mZKSooSEBJfjdUV6erpmzJihd999V6dOnXJaJyIiQrfccotmzJih+Pj4Svvr3LmzduzY4Sjv27dP7du3dyums2fPKjY2Vjk5OZLsicXU1NQqk2reeO6//vprDRgwwFF+8sknNW3aNBUVFenll1/Wq6++anq859x6661q0qSJo1xUVKRVq1Zp8eLFWrVqldP7/xyLxaIrr7xSU6dOVVJSkiwWS5Vx1gcnT57UrFmztGjRIh05cqTCemFhYRo0aJDuueceDRkypMrHX1xcrPnz5+v555/X9u3bndbx8/PTFVdcoUcffVQ333xzjR6HJH3xxRd67LHHtHnzZqc/v+SSS/Tss89Wa6zs7Gw9++yzmjdvno4fP+60TkhIiH7zm99o5syZ6ty5s0v9zp8/3zS/nJtP8/LyNHv2bM2bN08pKSmmNo0bN9btt9/u1TnbFXfeeadpnHNz4dGjRzVz5ky99957yszMNLVJSkoql0A9efKk3nvvPS1dulTr1q1zzDHOhIWFadSoUXr44YfVoUMHt+I759ChQ5Xev+PGjdP8+fMr7Xv79u2aMWOGPvvsswrjbdKkicaMGaPHH39c0dHRlfYHAAAAAAAA72LzZaCBW7p0qS6++GJNmzZNGzdurHJp/okTJ/Tkk0+qS5cu+v7772spyl+lp6drwIABGjp0qNauXVtpvIcPH9af//xnde3aVfv373ep/2eeeUY9e/bURx99VGXyVLK/wf/f//5X77zzjsuPoba999576tChg1588cUKk6eSPaGzcOFCXXzxxXrxxRcr7XPcuHGm8sKFC92O64MPPjAlCkaNGlVp8tTbz31Zp0+f1oABA/TAAw84TZ46M2rUKA0ZMkRz5sypNHkqSYZh6Ntvv9Utt9yi4cOH6+zZs9WKsy559dVX1bZtWz333HOVJk8lewJ9yZIluvHGG6v8XR07dkw9e/bUXXfdVWHyVLInWTdu3KihQ4fqhhtuUHZ2drUehyRNnTpV119/fYXJU0natWuXhg4dqpkzZ7rV95o1a9ShQwc9/fTTFSZPJclqtWrJkiW69NJL9dhjj7k1RmmHDh1Sjx499MQTT5RLntZ1q1atUufOnfXaa6+VS546c/r0abVo0UITJ06sNBl5ztmzZzVnzhx17ty5yiSnNxQVFen+++9Xt27d9P7771cab2Zmpv773/+qQ4cOWrZsWS1GCQAAAAAAgLJYgQo0cFZr+QPBGzVqpLi4OEVERMhisejUqVM6dOiQiouLHXWOHTum/v37a/PmzR7bxrIqe/fu1fXXX18uAWCxWBQfH6/mzZsrPz9fKSkppjehf/75Z1111VVav359pVsQz5kzR4888ki56xEREUpISFBYWJjy8vL0yy+/6OjRozIMw3MPzktef/11TZgwwfTcSVJ4eLji4+MVGBiogwcPmhIT+fn5+tOf/qRTp07piSeecNrvmDFj9Mgjj8hms0mS3nrrLU2bNs2tVZRlV3KVTcqW5u3nvqyioiINHTpU69evd1xr2rSp4uLiJNkTUue25C3N2espKipKUVFRioiIkNVq1bFjx3Ty5ElTnQ8//FBnzpzRF198IT+/+vnZpQcffFAvvPBCuev+/v5q06aNmjdvLqvVqhMnTigjI8PlflNSUtS/f38dPnzYdN3Pz08JCQlq1qyZMjIyyiVhP/vsMw0YMEArV650e6vkhx9+WLNmzXKUIyIi1KZNGzVq1EiHDh0qF/8TTzyhTp066be//W2VfS9btkzDhw8vd6+EhIQoISFBoaGhOnLkiGkMm82mv/3tbzpx4oTmzJnj1mPJysrS4MGD9fPPPzuuRUdHq1WrVsrPz68yee1LP/74o8aMGaPc3FzHtfj4eEVFRen06dPl7gnJ/rsq++GKc/dg48aNFRwcrDNnziglJUX5+fmOOvn5+Ro/frz8/Pw0duxY7z2oUnJzc/Xb3/5WK1asKPez2NhYxcbGys/PT0ePHlV6errjZ9nZ2UpKStKiRYs0YsSIWokVAAAAAACcP87XLXndRQIVOA/4+/vrN7/5jYYOHaprr71W7dq1K5fEyc7O1ieffKIZM2Y43ojPzc3V7bffri1btjhNnL399tvKy8tTWlqaxowZ47g+ePBgTZkypcJ4OnXqVO5abm6ukpKSTAm0tm3b6uGHH9aIESNMCZJz26g+9thj2rJliyQpIyNDt912mzZu3Oh0S9f8/HxNnTrVdO3WW2/VI488ossvv7zc48vOztb333+v5cuX66233irXX2xsrFauXCnJvg1o6WTMlClTNHjw4Aoff2xsbIU/c8eWLVs0ceJEU/K0TZs2mj17toYOHer4PdhsNq1atUp/+ctfTCstn3zySfXs2VNDhgwp13eLFi00aNAgff7555KkAwcOaP369brmmmtciu3IkSP6+uuvHeWOHTvqiiuucFrX28+9M2+88YbS0tIkSdddd52mT5+uK6+80vG6MAxDX375pdPzKZs3b66RI0fqxhtv1BVXXKHmzZuXq7Nv3z7NnTtXzz//vCOR9uWXX+qFF17QQw895FKMdckLL7xQLnnarl07PfHEExo6dGi5BOaRI0e0YsUKLVq0SF999VWF/RYVFWn06NGmRFlAQIAmT56s+++/Xy1btnRc379/v5555hm98cYbjms//PCD7r33Xr377rsuP5a1a9c67rVevXpp5syZGjBggOOcTMMwtGbNGt17773avXu3o90DDzygoUOHVnqe5pEjRzRmzBhT8vSCCy7QM888o1GjRik8PNxx/dtvv9XUqVNNSfy5c+eqZ8+emjBhgsuP529/+5vjXr7tttv06KOPqmvXro6fFxYWatWqVZI8O2d7wr333qvc3FyFhIRo8uTJmjBhglq1auX4eWZmprZt2+a0bY8ePfTb3/5W119/vTp16lTutV9UVKQ1a9Zo1qxZpgTmxIkTNWDAAMeHJUqbOnWq4/cyZswYx+81JibG6d+Bc0rfp2UfX+mxw8PD9dBDD2n8+PHltoDfunWrnnrqKS1evFiSfd6+6667dNlll1W59TAAAAAAAAC8wADquO3btxuSHF/bt2/3dUg+lZKSYvp9jBs3rtL6Bw4cMA4ePOhy/3l5ecYNN9xgGmP58uUejcmZCRMmmPq4+eabjezs7ErbWK1W45ZbbjG1++c//+m07rJly0z1xo4d63Js+fn5xv79+yv8+bx580x9z5s3z+W+q6u4uNjo0qWLadxu3boZp0+frrCN1Wo1rr32WlObFi1aGLm5uU7rL1q0yFT3rrvucjm+p59+2tT273//e4V1vf3cG4ZhrF692lT33NeDDz7o8mMyDMPYsGGDkZeX53L9H3/80WjWrJljvFatWhmFhYWVtnnyySdNMa5evbrS+qXr9uvXz+XYXPXTTz8ZgYGBpnGGDx9uWK1Wl9pv3rzZyMzMdPqz2bNnm/oNCgoyPvvss0r7e+2118o9jx999FGF9cvOT+e+7rzzTqOoqKjCdunp6UbLli1NbZYsWVJpbDfddJOpflxcXKXzr81mM+644w5Tm9DQUOPYsWMVtik735z7+te//lVpbKV5Ys6ujnHjxpWLOzw83Fi3bp3LfeTm5hrffvutW+POmDHDNObUqVOrbBMfH++oHx8f79Z4hmEY7777rmnM9u3bG/v27auy3XPPPWdqN3ToULfHBgAAAABf4r3c2lFYWGjs3LnT9FXVe06OtkU24/Cps3zVwldhkc3Ld4JrSr/P4cr7jXVFTe5zTyCBijqPP7pmtfHG96lTp4zGjRs7xhgxYoRXYzp8+LAREBDgaN+1a1eXkzNnz541EhISTG90O0uKPP/886YYN27c6FaMlfFFAnXFihXlki6HDh2qsl1mZqYRGxtravvGG284rZuXl2e6Dxo3buxy8vDiiy92tPPz8zOOHDnitF5tPPeG4TyB2rt3b6O4uNilsWrijTfeMI27bNmySuvXtQTq6NGjTWP06dPHsNlq/o+/oqIiIy4uztT37NmzXWpbNunep0+fCus6S6D26NHDKCgoqHKcl19+2dTuj3/8Y4V1d+/ebVgsFtN9v2nTpirHKCwsLPdhiP/7v/+rsL6zBOqoUaOqHKe0upRAfeWVV2pl7GuuucYxZnR0dJX1a5JALS4uNjp27Gian11Jnp4zYsQIR1uLxWLs2bPHrfEBAAAAwJd4L7d2+DqxhPqFBGr11M+D2AB4VbNmzUzbum7YsMGr47344oumM+1mzZrl8lasoaGhpi1RDx06pM2bN5erl5eXZyoHBgZWM9q6ofQ2ppL00EMPqU2bNlW2a9y4saZNm2a69tprrzmtGxISopEjRzrKZ86c0ZIlS6ocY9OmTdqzZ4+jPHDgQLVu3dpp3dp47isyY8YMt850ra5Ro0bJ39/fUfb268mTUlNT9d577znKfn5+mjt3rkfOcV2xYoWOHDniKMfHx2vSpEkutX366acVGhrqKK9fv167du1yeewZM2a4NAeUvv8lObaNdmbOnDmmc5NHjx5d4bbVpQUEBJi2AJfsZxsbbpzBPHPmTJfr1iVt2rTRPffcUytj/e53v3N8n56ern379nltrBUrVpi2f540aZLat2/vcvv/+7//c3xvGIY++ugjj8YHAAAAAACAqpFABeBU6fPZjh07poyMDK+NtXz5csf3sbGxuu6669xqX/a80XXr1pWrU/aMusrOs6sP1q5dayqPHz/e5bajR482ne35ww8/KDc312ndcePGmcoLFiyosv+FCxdW2kdptfHcOxMTE6Nrr73WrbGqKywsTNHR0Y7yjz/+WCvjesKXX34pm83mKA8ZMkQXXnihR/pes2aNqTx27NhKzxctrVmzZho2bJjpWtnXREUaN26s66+/3uVxSn8woXTCt6yyj+f3v/+9S2NI0qBBg0wfMkhLS3OcRV2Vnj171tszMm+77TaPJONdUfbMUW++DkvPa5J0xx13uNW+a9euprOyXZ3XAAAAAAAA4DkkUIHzSGZmpubMmaPx48fr8ssvV4sWLRQWFiaLxVLu6+9//7up7cmTJ70S0+nTp7V9+3ZH+fLLL3f7DfWyKy+drUS79tprTasAn3/+ed133306cOCAmxH73sGDB5WWluYox8fHu7W6KTIyUj169HCUbTabvv/+e6d1r776alPCbOXKlTpx4kSFfRcUFOjdd991lCMiInTLLbc4rVtbz70zPXr0qPHq0x07dmj69OlKSkrShRdeqObNmysoKMjp6yk1NdXRzluvJW8om7i54YYbPNb3pk2bTGV3E9oDBw40lTdu3OhSO3fvs9LJ7zNnzjitk5+fr+TkZEc5MDBQffr0cXkMPz8/DRgwwHTN1cfjyirXuqqmsRcWFurTTz/V/fffr759+6p169aKjIyUn59fuddg2aS5N1+HpV83YWFh6tixo9t9xMXFOb53Z3U1AAAAAAAAPMO1pR4A6rWzZ89q+vTp+ve//638/Pxq9ZGZmenhqOz27Nlj2qpy+fLlNU5s/fLLL+WuxcXF6fe//71ef/11x7WXX35ZL7/8srp3767rrrtOffv21ZVXXqlmzZrVaHxvO3TokKnctWtXt/vo1q2b6U3+w4cPV1h37NixevzxxyXZk61vv/22/vKXvzitu3TpUtPvf8SIEaatVkurrefembKr0dzx008/6U9/+pPLKx7L8tZryRv2799vKpdOvNdUTe/jbt26mcqV3cOllU6IuiIsLMzxfdmtwM85ceKECgoKHOWOHTsqKCjIrXG6deumN99801F29fHU5F72terGbhiG5s6dq0cffVTp6enV6sObr8PSCc+zZ8/WeJWtq/MaAAAAAAAAPIcVqEADd/LkSV111VWaNWtWtZOnkmrUtjKnTp3yeJ8VrRL797//rZtvvrnc9R9++EHPPvusbrzxRjVv3lyXXXaZHn30Ue3YscPjsXnC6dOnTeXmzZu73UfZNmX7LO2OO+4wJTbLbtFbWtktfivbvrc2n/uyIiMjq9X/0qVL1aNHj2onTyXvvZa8oWzixt3kY2VK33N+fn5uf3DBnXu4tJCQELfGcUVtvyZLq+69XBdUJ/bi4mKNHTtWd999d7WTp5L3Xodnz571eN+uzmsAAAAAAADwHFagAg3ciBEj9NNPP5muxcXFacCAAUpMTFTr1q0VHh6uRo0amVbJLFy40LQaylu8sQqouLjY6fWQkBB9/PHHevfdd/Xcc8+Zttw8xzAMJScnKzk5WX//+99144036l//+ledOmMwJyfHVC69Qs5VZdtkZ2dXWDc+Pl79+/fX6tWrJUnbtm1TcnKyLr30UlO9kydP6rPPPnOU27Ztq2uuuabCfmvzuS8rMDDQ7b5//vlnDR8+3LTS0GKx6IorrlDv3r3Vrl07xcbGKiQkpFySbsyYMaZtl+uLsvdFeHi4x/oufR9XtEq5Mu7cw95W26/J0qpzL9cV1Yl95syZ5c6wjoyMVP/+/dW9e3fFxcWpSZMmCgkJMfW/detWTZ48ucYxV8Ub81rplfoAAAAAAACoHSRQgQbsk08+0ddff+0oR0RE6OWXX9bo0aOr3FLwyy+/9HJ0dmUTJwMGDNCjjz5aoz6bNm1a4c8sFotGjx6t0aNHa+fOnVq5cqW+/vprrV+/3umZeMuWLdPatWu1bNmySpOBtalsEuvs2bNu91G2TURERKX1x40b50igSvYEe9kE6jvvvKPCwkJHeezYsZVuyVvbz31NPfzww6aVZVdccYUWLFjg0vmGNd2a2FfK3hc5OTnVWl3pTHh4uGNlXW5urtvt3b2HvckXr8nzUVpamp599lnTtUceeUSPPvpolcl9m83mzdAcys5rzZo10//+979aGRsAAAAAAACeQwIVaMDeffddU/nVV1/V6NGjXWpbW2eulU3GhISE6LrrrquVsRMTE5WYmKhJkybJMAzt3r1bX3zxhRYvXqz169c76mVnZ2v48OHav3+/R1fgVVfZJGF1tsItmyyuKvF46623auLEiY4kzzvvvKPnnntOAQG//hkpvbWvxWLR2LFjK+3Tl8+9u3JycrRs2TJHOSYmRp9//rnLCVtXt2Ota8puq5uenq6EhASP9N20aVNHArW4uFinT592KwHu7j3sTb54TZ6PPv74Y9M5tH/4wx/0t7/9zaW2tfU3rUmTJgoICFBRUZEk+7m5dXVeAwAAAAAAQMU4AxVowDZu3Oj4/oILLtDIkSNdbltb53+2bdvWVN63b1+tjFuWxWLRJZdcokmTJmndunVau3atKcGXnp5eK1sauyI+Pt5U3rp1q9t9lG1Tts+ywsPDdeuttzrKaWlpWrFihaO8Y8cO/fDDD45ynz591K5du0r7rCvPvSu2bNli2rp39OjRLie49u3bV6/OPS3twgsvNJU3b97ssb5reh+7ew97U4sWLRQUFOQo796923S/uKIuPZ66qvTfNEm67777XG5bW3/TLBaL6bnLy8vT8ePHa2VsAAAAAAAAeA4JVKABK33mYocOHeTv7+9Su6ysLFMyrEabt28AACAASURBVCpltwN257y21q1bm84X3bt3r44cOeJye2+55ppr9Mwzz5iulV6VWlpNHn91JCQkKCYmxlE+dOiQDhw44HL77OxsUyIsICBAPXr0qLLduHHjTOXSK05Lf++srjN19bl3puz5pRdffLHLbb/66itPh1Nrym5bvXz5co/1feWVV5rK7v6eytYv219tCgoK0mWXXeYoFxQUVDhfOGMYhmm7dcm7j6e25yxPqc3XYenfkbu/nwEDBtRobAAAAAAAAPgeCVSgASv9pq87q6Hmzp0rq9Xqcv2wsDBT2d3zDH/zm9+Yyv/973/dau8tV199tans7IxUqeaPvzr69etnKs+fP9/ltosWLTJtg9mjR49y5/Y5M2DAANPKqk8++USZmZkqLi7WW2+95bjeqFEjjRgxwqVY6upzX1bZBIqrryfDMPTyyy97I6RaMXDgQNM2zZ999pn27t3rkb7L3sNvvfWWY9vTqpw+fVofffSR6Vrfvn09Eld11eQ1uXLlStOHB1q0aKGLLrrIU6GV44s5yxOq+zpMTk7Wt99+69ZYpX9HDeVvGgAAAAAAAFxHAhVowGJjYx3f79ixQ5mZmVW2OXbsmKZPn+7WOJGRkabVrSkpKW61f+ihh0xJmv/85z/asmWLW314g6tnEpY9J9Ldx18dd999t6n8z3/+U0ePHq2yXVZWlqZNm2a6ds8997g0psVi0R133OEoW61Wvffee1q1apVpi8pbbrlFkZGRLvVZV5/7skq/lqSKVyOX9fLLLys5OdkbIdWKmJgYjRo1ylEuLi7WXXfdpeLi4hr3PXjwYLVp08ZRTklJcTnR9Pjjj5uSWtdcc406duxY45hq4q677pLFYnGU3377bZdW8ttsNk2dOtV0rezr29NqOmf7SnVehzabza2tfs8pPa+fOnVK2dnZLrcdNmyYaXX9pk2b6vUHKQAAAAAAQP128OBBGYbh+Orfv7+vQ6oXSKACDVjv3r0d3xcUFOiRRx6ptH5GRoZuuukmlxKtpQUGBppWSyUnJ2v//v0ut2/Xrp3uuusuRzkvL0833XST2yuGvvrqK/3hD39w+rPHH3/crRVuhmHoH//4h+la9+7dndbt1KmTqfzJJ5+osLDQpXGq67rrrlPXrl0d5bNnzyopKUlnzpypsE1BQYFGjBih1NRUx7UWLVro9ttvd3ncsWPHmsoLFy7UggULTNdc2b73nNp47j2he/fupjMuP/zwQ23YsKHSNkuXLtWf//xnr8VUWx555BEFBwc7yuvWrdOoUaNcPtd18+bNTu9Lf39/TZo0yXTt4Ycf1pdffllpf3PnztVLL71kuvaXv/zFpVi86aKLLtJNN93kKBcXF+vWW2+t9IMNhmHo7rvvNp1/GhYWpgkTJng11prO2b5S+m+aZJ/XS6+mL8tms+n3v/+92/OJZJ7XDcPQBx984HJbf39/zZw503Rt0qRJev31192K4eeff9Yf/vAHHTt2zK12AAAAAAAAqDkSqEADVjbZ9corr2jcuHE6dOiQ6Xp2drbmzJmjrl27OlbLXXLJJW6NNXjwYMf3NptNffv21fTp0/XRRx9p5cqVWrVqleOrdALvnOeff950hmBqaqr69u2r8ePHa+PGjU4Tnzk5OVq/fr0ee+wxdezYUQMHDtQXX3zhNL6ffvpJd9xxh1q1aqV7771Xn3/+uU6dOlWuXnFxsdavX6/BgwdryZIljuuhoaEVJhqjo6PVrVs3R3nv3r266qqr9MILL2jp0qWmx75q1Sq3tkeuiMVi0bx58xQYGOi4tmXLFl166aX64IMPTFtbFhcXa+XKlerRo0e538/cuXMVEhLi8rgXXnihKYnxzTffmBILrVq10nXXXefWY/H2c+8JYWFhuvXWWx1lm82mIUOG6LXXXiv3fO7du1f33XefkpKSlJ+fr+joaF1wwQVei83bEhMTNXv2bNO1999/X506ddKCBQt0+vTpcm2OHj2qN954QwMGDFDPnj2d1pHsSaVevXo5yvn5+RoyZIgee+yxcvPEgQMH9Mc//lF33323aSvX2267TUlJSTV5iB7z0ksvqUmTJo7yoUOHdNlll2nu3Lk6e/asqe7GjRvVv3//clv9zp49Wy1btvR6rDWds33hlltuUUREhKO8ZcsWDRgwQJs2bTLVKyoq0ooVK9SrVy/H+cw1+ZsmSffee6/uv/9+LVq0SCtWrDD9fnbu3Fmu/ahRo/THP/7RUS4sLNQf/vAHDRw4UEuXLi13P5yrs3XrVv3rX/9yrKp+/fXXvf6BHAAAAAAAADhhAHXc9u3bDUmOr+3bt/s6JJ9KSUkx/T7GjRtXaf0bbrjBVP/cV7t27YxevXoZF198sREUFGT62e233248+eSTpmurV6+udJw9e/YYISEhTscq+zVv3jynfRw5csTo0qWL0zZhYWFGx44djV69ehldunQxWrdubVgslnL14uPjnfadlJTktN8WLVoYXbp0Ma688kqjS5cuRnh4uNN6L7/8cqWPf+HChS49dklGSkpKpX2547XXXjP8/PzKjREREWF06dLFuPTSS42mTZs6jWP69OnVGvPVV1+t8LH99a9/rVaf3nzuDcMwVq9ebar75JNPuh3jvn37jMjIyHLjhoSEGF27djV69uxptG7d2vQzf39/Y/ny5UZ8fLxLcRqG4fZrr3Tdfv36uf24XPXQQw85fX78/f2Ndu3aGT179jS6du1qREVFuXXP79+/32jTpk25Nn5+fkb79u2Nnj17GgkJCU7Hvvzyy41ffvml0rjdnTPL6tevn6l9VZYuXWoEBweXi7VRo0ZGYmKi0b17dyM6Otrp4/n9739fZf/z5s1zaT6tiifmbHeNGzeuxnPhc8895zTGmJgYo2fPnkaXLl3KvU47duxofPzxx27NAYWFhcbFF1/s0u+nonuqoKDAGDlypNM2AQEBjvv7sssuM9q2bVvub7E3/mYAAAAA8K7CIptx+NRZp1+FRTZfh1creC+3dhQWFho7d+40fRUWFvo6LMCjfH2f/3rwHIAG6e2339b111+v7777znT9wIEDOnDgQLn6o0aN0rx58/S3v/3NrXEuuugivfnmmxo/frxycnKqFWvr1q317bffasKECXr77bdNq8zOnj2r3bt3V9lH6TMVXZGamlrp6qpGjRrp+eefN60kcuaOO+7Q9u3bNWvWLFPc3nbPPfeocePGuvvuu01n9GVnZ+unn35y2iY4OFj/+Mc/NHHixGqNOXLkSE2aNMnpSlp3tu8tzRfPvbvat2+v999/X7feeqvpHrdardq2bVu5+iEhIZo/f76GDBni1bhqyz//+U916NBBU6ZMMZ0/arPZKpxPXNGuXTt98803SkpKMp1/W1xcrP3791e4teyQIUP0v//9z7QisS648cYbtWLFCo0cOVLp6emO63l5eU5XKkr2LV+nTp3q9rxbE56Ys31hypQp2r9/v1599VXT9bS0NKWlpZWr36VLFy1fvlz79u1za5yAgAB98MEHSkpKqvb2xoGBgfrf//6n7t27a9q0aabthouKiiq9v89p3ry5GjVqVK3xAQAAANS+1DNWXfPcaqc/Wzd1gOKahdZyRACA6mILX6CBa9KkidauXavHH39cjRs3rrBep06d9M4772jRokWmsx7dMXz4cP3888965plndP311ysuLk7h4eGyWCwu9xEWFqY333xTycnJGj16tGk7zIp07NhRkyZN0oYNG7R27VqndV5//XXNnTtXt956q2JiYqrss1mzZpowYYJ27dpVZfL0nGeffVbJycmaPHmy+vTpo+joaLe2x62ukSNHat++fZo4caKaNWtWYb2IiAiNHTtWu3fvrnbyVLLfU862TO3Ro4fb22SW5q3n3pMGDx6s77//XjfffHOFdQICAjR8+HBt3bpVt912m9djqk333Xef9u/frwceeKDK11GTJk00evRoffnll0pISKi0buvWrfX999/rjTfeKHemcGkWi0W9evXSxx9/rOXLl9e55Ok5/fr10759+/Too49Wuh1vSEiIhg0bph9//LFWk6fneGLO9oVXXnlFCxcuVLt27SqsEx0drZkzZ+r7779X69atqzVOp06dtG3bNs2bN0/Dhw/XRRddpMaNG8vf39+tfqZOnaqUlBRNnjzZpQ96xMbGasyYMfrwww91/Phxl/5mAQAAAAAAwLMsRm0ulQKqYceOHercubOjvH379krfYEfFrFarvv32W+3atUunT59WUFCQWrZsqZ49e+qiiy7ydXhOFRcXa8uWLfr555918uRJZWVlKTQ0VE2aNFH79u2VmJioqKgot/tNSUnRnj17dOjQIZ05c0YFBQUKDw9XVFSUunTposTERAUE1L9F+jabTd9995327t2r9PR0FRcXKyoqSu3atVPv3r1NZ6bWdd567j0lNTVV69at09GjR5Wbm6vIyEh16NBBvXv3din5W98ZhqHk5GTt2rVLGRkZys7OVlhYmGJjY5WYmKjOnTu7nWg65/Dhw9q0aZPS0tKUlZWlpk2bqkWLFurdu7eio6M9/Ei8Lzk5WTt27FB6erry8/MVFRWluLg49enTR6GhfPq4us7dgz/88INOnjwpwzAUHR2tzp07q0ePHtW+/7xt3759Sk5OVkZGhk6fPq2AgAA1btxYbdq00SWXXFLlBw4AAAAA1F1Hfsk971eg8l5u7SgqKtLevXtN1y688MJ6+X4mUBFf3+ckUFHn8UcXAAAAAAAAQF1HApX3cmuLrxNLQG3w9X3OFr4AAAAAAAAAAAAAUIKPIwAAAAAAAAAAznvWQpsysvOr3f5EltWD0QAAfIkEKgAAAAAAAADgvJVXYNOUxVu1cmea8ouKfR0OAKAOIIEKAAAAAAAAADhvTVm8VUu3pfo6DABAHcIZqAAAAAAAAACA85K10KaVO9N8HQYAoI4hgQoAAAAAAAAAOC9lZOd7fdve4AA/RUUEe3UMAIBnkUAFAAAAAAAAAMBLBiXGKCTQ39dhAADcwBmoAAAAAAAAAIAGy1poU0Z2vtOfnciyem3c4AA/DUqM0azh3bw2BgDAO0ignmesVqs2bNig3bt36/Tp0woKClLr1q3Vq1cvtWvXztfhuSQrK0uZmZke7TMyMlJ+flUvyM7KylJxsXe29AgPD1dAQNUvyZycHBUVFXklhtDQUAUFBVVZLzc3VwUFBV6JISQkRCEhIVXWs1qtslq98w/coKAghYaGVlmvoKBAubm5XokhICBA4eHhVdYrKipSTk6OV2Lw8/NTZGRklfWKi4uVlZXllRgkqUmTJi7V8/S8UBpzhB1zhB1zhB1zxK+YI+yYI+yYI+yYI37FHGHHHGHHHGHHHPEr5gg75gg75gg7T84ReQU2PfHxdq3ek64CN7fp9QsJ1/sTrlJsZOX3xZkzFc8RzcODFRLor/zcbOVX4ymrj3OEN+dtAKhNJFB9YNq0aZo+fXq1248bN07z5893q01GRoamT5+u+fPn6+zZs07rdO/eXY8//riSkpKqHVttePPNNxUdHe3RPh988EGX/uM0d+5cr/3H6c4771RCQkKV9RYvXqyDBw96JYZhw4bp0ksvrbLeF198oeTkZK/E0L9/f/Xv37/Kehs3btTXX3/tlRguvfRSDRs2rMp6O3fu1JIlS7wSQ0JCgu68884q6x09etTt+cBVTZo00YMPPlhlvaysLP3rX//ySgySfc50hTdjYI6wY46wY46wY474FXOEHXOEHXOEHXPEr5gj7Jgj7Jgj7JgjfsUcYcccYcccYefJOWL5T6n6OS27enH0+Z1iI0MU16zypPacfz9Xrf5dUR/niPT0dK/EAQC1jTNQzwNff/21EhMT9eKLL1aYPJWkH374QcOGDdO4ceO89mk+AAAAAAAAAPC2Ilux9md4Z5UsAKDhYwVqA7d+/XrdcMMNysvLM11v0qSJ2rZtq9OnT+vIkSOy2WyOny1cuFA5OTlavHixLBZLbYcMAAAAAAAAADVytsAmW7FR7fbBAX6Kigj2YEQAgPqEBGodMHv2bHXr5vpB4i1btnSp3unTp3XbbbeZkqfx8fF64YUXNHToUEdy9OjRo3rqqaf06quvOup9+OGHev755/XnP//Z5bgAAAAAAAAAoCEYlBijkEB/X4cBAPAREqh1QPfu3V06Y8Fds2bN0vHjxx3ltm3bav369eUSsK1bt9Yrr7yiNm3a6LHHHnNcnzFjhsaPH6+mTZt6PDYAAAAAAAAAqKkiW7HOFtjKXc/JL6pWf/5+FrWPCtes4a4veAEANDwkUBuojIwM/ec//zFde/311ytdvfrII49oxYoVWrt2rSTpzJkzmj17tp5++mmvxgoAAAAAAAAA7sgrsGn5T6nan5Hj9la9I3rEKTzY+VvjYUH+CvD3U6MgVp8CwPnMYhhG9TeCR7VMmzZN06dPd5RXr17t8RWo//nPf/TAAw84yn379tWaNWuqbPfVV19p4MCBjnJsbKyOHz/u07NQd+zYoc6dOzvKGzZs0CWXXOLRMSIjI+Xn51dlvaysLBUXF3t07HPCw8MVEFD1ZxpycnJUVFS9T9BVJTQ0VEFBQVXWy83NVUFBgVdiCAkJUUhISJX1rFarrFarV2IICgpSaGholfUKCgqUm5vrlRgCAgIUHh5eZb2ioiLl5OR4JQY/Pz9FRkZWWa+4uFhZWVleiUGyn9nsiszMTK/FwBxhxxxhxxxhxxzxK+YIO+YIO+YIO+aIXzFH2DFH2DFH2DFH/Io5wo45wo45ws7VOWLiW5v16eb91Rpj+aRr1Lpp5b9r5gg7d+eIXbt2qXfv3o7r27dvV6dOnbwS2/msqKhIe/fuNV278MILXXqugPrC1/c5r6YG6uOPPzaV77rrLpfaDRgwQG3btlVKSook6cSJE9q4caOuuuoqj8dYXZGRkS7/A8YbY/uaK/+I9bbQ0FCX/kHvTa7+x8abgoKCXPoPnjcFBAT47PVwjp+fn89jkFz/j403MUfYMUfYMUfYMUf8ijnCjjnCjjnCjjniV8wRdswRdswRdswRv2KOsGOOsGOOkKyFNq3anSG/kOrdl40bN1GTJp65l5gj7M7NEXUhFgDwhKo/voJ6Jycnx7EN7zmDBw92qa3FYtF1111nurZ06VKPxQYAAAAAAAAANZGRna/8ouqtuAwO8FNURLCHIwIANDQkUBugHTt2qLCw0FFu27atYmNjXW5/9dVXm8rJyckeiw0AAAAAAAAAfGVQYoxCAjnfFABQObbwrSPy8/N14MABnTp1SoGBgbrgggvUsmXLam1LsmvXLlM5MTHRrfZl65ftDwAAAAAAAAC8yVpoU0Z2vtOfnchy/xza4AA/DUqM0azh3WoaGgDgPEACtQ6YOHGiDhw4UO4A+oCAAHXv3l1DhgzRfffdp6ioKJf627Nnj6kcFxfnVjxl6x86dEhWq9Xn5zsAAAAAAAAAaNjyCmyasnirVu5Mq9Y2ve9PuEqxkeXfx4yKCGblKQDAZSRQ64CdO3c6vV5UVKRNmzZp06ZNevbZZzV58mQ9+eST8vev/A99enq6qdy6dWu34omJiVFAQICKiookScXFxTp16pRatWrlVj8VxZaRkeFWm3379tV4XAAAAAAAAAB135TFW7V0W2q128dGhiiumfu7+gEAUBoJ1HoiLy9PM2fO1Lp16/Tpp58qPDy8wro5OTmmclhYmFtjWSwWNWrUSNnZ2RX2WV0vvfSSpk+f7pG+AAAAAAAAADQc1kKbVu5M83UY1WcrkrKOOf9ZZCvJn7fjAaC+8PN1AOcri8Wi3r176+mnn9bKlSt19OhR5ebmymq16tixY/r000/1xz/+sdy2uV9//bVGjRolm81WYd9lk53V2Xq3UaNGlfYJAAAAAAAAAJ6UkZ1frW17zwkO8FNURLAHI3JT1jHpha7OvypKrAKAlyUkJMhisZT7evXVV6vd5/z58532mZCQ4LnAfYwEqg8MHjxYu3fv1jfffKNHH31U1113nVq1aqVGjRopODhYLVu21E033aRXXnlFe/fu1dVXX21qv2zZMr300ksV9l/2LNWgoCC3YwwONv9DIy8vz+0+AAAAAAAAAKC2DEqM4ZxTAHDRwoULq912wYIFHoykbmLPAB/o3bu3y3Vbt26tVatW6dprr9W3337ruP7UU0/prrvuUmho+f38y644LSgocDvG/Pz8Svusrvvuu08jRoxwq82+ffs0bNgwj4wPAAAAAAAAoPZYC23KyM6vuqKkE1nWqis5ERzgp0GJMZo1vFu12gPA+WjDhg3av3+/2rdv71a7Q4cOac2aNV6Kqu4ggVoPhISEaOHChbrkkktUVFQkSUpPT9cXX3zhNLFY9nzUsitSXVF2xWllZ666Izo6WtHR0R7pCwAAAAAAAEDdlFdg05TFW7VyZ1qNtuU95/0JVyk20vkij6iIYFaeAoCL/Pz8VFxsn5cXLlyo6dOnu9V+4cKFMgyjXF8NDVv41hMdOnTQ0KFDTde++OILp3XLJjvPnj3r1liGYXgtgQoAAAAAAACg4ZuyeKuWbkv1SPJUkmIjQxTXLNTpF8lTAHDdgAEDHN+/+eabjmSoq0pv/Xvttdd6LK66hgRqPTJw4EBTec+ePU7rlV3hefToUbfGSUtLc6x0leyfIGjevLlbfQAAAAAAAAA4P1kLbVq5M83XYQAAnBg7dqzj+5SUFK1bt87ltt9884327dvntK+Ghi1865G4uDhTOSMjw2m9iy++2FQ+fPiwW+OUrR8fH++xM1ABAAAAAAAANGwZ2fkeW3kq2c84jYoI9lh/FSq0Sjk1SPxmHfdcLADgJUOGDFFUVJQjx7Rw4UL17dvXpbYLFixwfB8dHa0hQ4Z4Jca6gARqPRIYGGgqFxYWOq3XsWNHU3nnzp1ujbNr165K+wMAAAAAAACA2jIoMca72/QW5EofT5T2LJeKrN4bBwDqgMDAQN1+++164YUXJEmLFy/Wf//73yoX0lmtVr333nuO8u23366AgIabZmQL33rkxIkTpnJUVJTTep06dTIlWw8ePKjU1FSXx/nmm29M5UsvvdSNKAEAAAAAAACcD6yFNh35Jbfc14kszyQhgwP8dFPXFpo1vJtH+qvQxxOlHR+SPAVw3ii99e6ZM2e0ZMmSKtssWbJEZ86ccdpHQ9RwU8MN0Pr1603lslv6nhMREaG+ffvqyy+/dFxbuXKlSzezYRhatWqV6drNN99cjWgBAAAAAAAANER5BTZNWbxVK3emub1V7/sTrlJspGvHhUVFBHt35alk37Z3z3LvjgEAdczll1+uzp07a/v27ZLsW/OOGjWq0jalt+/t0qWLLrvsMmVmZno1Tl9iBWo9kZmZqQ8++MB0beDAgRXWHzp0qKk8Z84cl8ZZvXq1UlJSHOWYmBj16tXLjUgBAAAAAAAANGRTFm/V0m2p1TrnNDYyRHHNQl368nryVLKfeertlacBIVJ4jHfHAAA3lV50t3LlynK7oJaWmpqqlStXOm3bUJFArScmT55syuQHBQVVejjvqFGjFBYW5iivXbtWX331VaVjGIah6dOnm66NHz9efn7cJgAAAAAAAADs2/au3Jnm6zDql4tvkAJdW3ULALVlzJgx8ve3f1DFZrPp7bffrrDuW2+9JZvNJkny9/fX7373u1qJ0ZfYwreWPfPMMxo0aJC6d+/uUv2ioiL99a9/LbeCdMKECWrRokWF7aKjo/WnP/1Jzz77rOPa3XffrfXr16tly5ZO2/z973/X2rVrHeXGjRtrypQpLsUJAAAAAAAAoOHLyM6v1spTyX6maVREsIcjKqPQal9V6qqs496LJSDEnjxNetF7YwDushVJWcd8HcX5IbKV5F9303AtWrTQoEGD9Pnnn0uSFi5cqL/85S9O65bevnfw4MGV5qcairr7zDVQn3/+uR555BH17t1bI0eO1MCBA9WxY0cFBJifijNnzmj58uV67rnnlJycbPpZ+/bt9cQTT1Q51tSpU7VgwQLHsuuUlBT17t1b//73v3XzzTfLYrFIko4ePaqnnnpKr776qqn9Y489pmbNmtXk4QIAAAAAAACAJGlQYoz3tuUtyJU+nmg/z9RTW/KO/1yKdL4YxSXhMaw8Rd2TdUx6oauvozg/TNomNY33dRSVGjt2rCOBum3bNiUnJ+vSSy811fnhhx+0Y8cOU5vzAQlUH9mwYYM2bNggSQoODlbr1q3VuHFj+fv769SpUzp48KCKi8t/kis2NlafffaZLrjggirHaNasmf73v//p+uuvl9Vq/0fDoUOHlJSUpCZNmqht27bKzMzU4cOHHUuvz0lKStLkyZM98EgBAAAAAAAA1FXWQpsysvNdrn8iy/3kZHCAnwYlxmjW8G5ut3XZxxOlHR96ts/IlnU++QEANTFs2DBFRkYqKytLkn0VatkEaunVp40bN9awYcNqNUZfIYFaB+Tn52v//v1V1rvhhhs0b948RUdHu9x33759tWzZMo0YMUK//PKL43pmZqZ+/PFHp21uv/12zZ0717FCFQAAAAAAAEDDkldg05TFW7VyZ1q1t+Qt6/0JVyk2svyKy6iIYO+tPJXs2/buWe69/gGggWrUqJFGjhypN954Q5L0zjvvaNasWY6zUQsLC7Vo0SJH/ZEjRyok5PxYWe/n6wDON4899pgmTJigTp06OW7AyoSHh2vEiBFas2aNli1b5lby9Jxrr71WO3fu1L333qvQ0NAK61122WX64IMP9Pbbbys42MtnEQAAAAAAAADwmSmLt2rptlSPJU8lKTYyRHHNQst9eTV5KtnPPPXUtr3nBITYt+AFgAau9Ja8aWlpWrFihaO8bNkynTx50mndho4VqLVs0KBBGjRokCQpNzdXO3fu1MGDB5WamqqcnBwVFxerSZMmatq0qRITE9WlSxeXEq1ViYmJ0UsvvaR//OMf2rBhg3btbGcpnAAAIABJREFU2qXMzEwFBQWpVatW6tWrlzp06FDjcQAAAAAAAADUbdZCm1buTPN1GHXbxTdwfimA80KfPn3Url07HThwQJJ9y94bbrjB8f057du3V58+fXwSoy+QQPWh0NBQ9ejRQz169Ki1MRs1aqSBAwdq4MCBtTYmAAAAAAAAgLojIzvfoytPJfs5p1ERDWBXu4AQe/I06UVfRwIAtcJiseiOO+7Q9OnTJUmffPKJzpw5o8LCQi1btsxR74477vBViD5BAhUAAAAAAAAAUCODEmM8u1VvodW+Na8rso5X/LPxn0uRLV0fNzyGlado2CJbSZO2+TqK80NkK19H4LKxY8dqxowZMgxDVqtV7733nqxWqwoLCyXZk6zn0/a9EglUAAAAAAAAAKhXrIU2ZWTnV7v9iSzPnRcaHOCnQYkxmjW8m2c6LMiVPp4o7VnumXNNI1tKTeNr3g/QUPgH8JpAOe3atVOfPn20bt06SdLChQuVl5fn+Pk111yjtm3b+io8nyCBCgAAAAAAAAD1QF6BTVMWb9XKnWke34L3nPcnXKXYSNdXYEZFBHt25enHE6UdH3quPwCAS8aOHetIoK5fv77cz843JFABAAAAAAAAoB6Ysnirlm5L9eoYsZEhimsW6tUxKlRota88BQDUupEjR+qBBx4wrTyVpEaNGmnEiBE+isp3/HwdAAAAAAAAAACgctZCm1budPFM0PoqJ80z2/aeExBiP9MUAFClyMhIJSUllbs+bNgwRUZG+iAi3yKBCgAAAAAAAAB1XEZ2vte27T0nOMBPURHBXh2jVl18gxTo+nbEAHC+GzdunEvXzgds4QsAAAAAAAAA0KDEGM+eZ1qRQqt9tWlZWcc9039AiD15mvSiZ/oDgPPE9ddfr+zsbNO1sLAwH0XjWyRQAfw/e/ceHHdd73/89d1uuts02TaB7Yb0EotgSso59Y5VKdfAzyCkahU8p1Ail6lGR1HXC+Jx4KCg0UFwUqcyXqCoeBqrOYQaJsiBgj09aoGNdqEgtKWYZN1es2myl27398eapWk2ye7mu/nuJs/HTGb2e/t830FmpH3t+/0BAAAAAACABcKxuIKhSEb39vWbONr2FA67TfV1HrWsWZG3d0iSooNSe3Nyn9NsR/U2dUqu6szuLfPQeQoAOTAMQ2VlZVaXURAIUAEAAAAAAABgCg1F4/K2+dTlD5gylnfz+pWqcuUeGLrLHVPTedreLO3aktuzrmqposbcegAAGAMBKgAAAAAAAABMIW+bTx3dvaatV+VyanFlqWnr5UUsnOw8BQCgCNisLgAAAAAAAAAAZopwLK4uf5r9P6e7gUD2Y3uH2Z3JsbwAAEwRAlQAAAAAAAAAmCLBUMSUsb3DHHab3OUO09YrSLUN7GkKAJhSjPAFAAAAAAAAgCJVX+eZmv1L04mFk52lmejvyX59uzMZnja2Zv8sAECStHfv3rytPX/+fCUSibytbyUCVAAAAAAAAAAoMg67TfV1HrWsWTH1L48OSu3NyT1Ncx3Le7KmTslVPfp8mYfOUwCAJQhQAQAAAAAAAMBk4VhcwVBk1Pm+/rEDx83rV6rKlVlg6C53WNd52t4s7dpi3nquaqmixrz1AACYJAJUAAAAAAAAADDJUDQub5tPXf5A1nudVrmcWlxZmqfKTBILJztPAQCYxghQAQAAAAAAAMAk3jafOrp7rS4jfwYC5oztHWZ3Jkf1AgBQQGxWFwAAAAAAAAAA00E4FleXP2B1GcWltoF9TgEABYcOVAAAAAAAAAAwQTAUyXps7zCH3SZ3ucPkigqY3ZkMTxtbra4EAIBRCFABAAAAAAAAwGL1dR45S2ZZXUZSLJwc1ZtOf8/YzzV1Sq7qzN5R5qHzFABQsAhQAQAAAAAAAGAM4VhcwVAko3v7+rPfG9Rht6m+zqOWNSuyftZ00UGpvVnavTW3fU5d1VJFjfl1AQAwxQhQAQAAAAAAAOAUQ9G4vG0+dfkDOY/lPdnm9StV5RrdcekudxRO52l7s7Rri9VVAABgOQJUAAAAAAAAADiFt82nju5e09arcjm1uLLUtPVMFwsnO08BAIBsVhcAAAAAAAAAAIUkHIuryz/GHqDT1UAgt7G9w+zO5L6mAABMAwSoAAAAAAAAAHCSYChiytjeYQ67Te5yh2nrFaTaBqlk9IhiAACKESN8AQAAAAAAACCP6us81uxzGgsnO0sz0d+T2zvszmR42tia2/MAABQgAlQAAAAAAAAAM044FlcwFEl7ra9/EqNsT+Kw21Rf51HLmhWmrJex6KDU3pzc03QyY3mHNXVKrur018o8dJ4CAKYdAlQAAAAAAAAAM8ZQNC5vm09d/kBOY3o3r1+pKldmgaG73GFN52l7s7Rri3nruaqlihrz1gMAoMARoAIAAAAAAACYMbxtPnV09+b8fJXLqcWVpSZWZLJYONl5CgAAcmazugAAAAAAAAAAmArhWFxd/gz3BC1WAwFzxvYOszuTY3oBFAzDMEadSyQSFlQC5M+JE6OnRNhsUxdrEqACAAAAAAAAmBGCoUhOY3uHOew2ucsdJlZUBGob2OMUKDDpQqRYLGZBJUD+nPrvtGEYab88kC8EqAAAAAAAAACQgfo6jzV7mlrB7pSWf1hqbLW6EgCnMAxDs2fPHnFuYGDAomqA/Ojv7x9xXFJSMqUBKnugAgAAAAAAAJjWwrG4gqGI+vpzG23rsNtUX+dRy5oVJleWoVg4OZo3E/09Y19r6pRc1ZmtU+ah8xQoYOXl5Tp48GDquL+/X263e0oDJiBfjh8/PipAnTdv3pTWQIAKAAAAAAAAYFoaisblbfOpyx+YcHTv5vUrVeVKHxi6yx3WdJ5GB6X2Zmn3VnP2NXVVSxU1k18HgOVODVBjsZj+/ve/a+HChYSoKGrRaFT79+8ftQcqASoAAAAAAAAAmMDb5lNHd29G91a5nFpcWZrnirLU3izt2mJ1FQAKkNPpVElJyYh9IkOhkF555RW5XC6VlZXJbren3S8VKCSJRELxeFyDg4MaGBjQ4OCgEonEiHvmzp2rkpKSKa2LABUAAAAAAADAtBOOxdXlz3DsbSGKhZOdpwCQhmEYqq6u1muvvTYibIrFYjp48OCI7lSgmJWUlMjj8Uz5e/nqAQAAAAAAAIBpJxiKTDi2d5jDbpO73JHnirI0EDBnbO8wuzO5rymAaaO0tFRLlixhZC+mLYfDoZqaGjkcU///0QSoAAAAAAAAAGa0+jqPNXucTqXaBqkk/R6vAIrXcIg61eNNgXwrLy9XTU2NZf9uM8IXAAAAAAAAwLQSjsX1+uGhCe9z2G2qr/OoZc2KKahKybG8AxmOFe7vMeeddmcyPG1sNWc9AAWntLRUb37zmxWJRNTf369QKKRoNGp1WUBWZs2apbKyMpWVlWnu3LmaNcvaLzYRoAIAAAAAAACYFoaicXnbfOryB8Yd37t5/UpVuZxylzumpvM0Oii1Nyf3NDVjLG9Tp+SqzuzeMg+dp8AMYBiGnE6nnE6nFixYoEQioRMnTozYHxUoRIZhyGazFdwoagJUAAAAAAAAANOCt82nju7eCe+rcjm1uLJ0Cir6p/ZmadcW89ZzVUsVNeatB2DaMQzD8g4+oJixByoAAAAAAACAoheOxdXlz3A87lSKhZOdpwAAoGgQoAIAAAAAAAAoesFQZNyxvcMcdpvc5Y4pqOifBgLmjO0dZncmx/ICAIC8IUAFAAAAAAAAMGPU13mmZt/TfKltYE9TAADyjD1QAQAAAAAAABSFcCyuYCiS9lpf//hdng67TfV1HrWsWZGP0kaLhZPdp/095qxndybD08ZWc9YDAABjIkAFAAAAAAAAUNCGonF523zq8gcyGtN7ql/e9B69bcn8qek8jQ5K7c3JfU8nGt3b1Cm5qjNbt8xD5ykAAFOEABUAAAAAAABAQfO2+dTR3Zvz84sq5kzd2N72ZmnXlszudVVLFTX5rQcAAGSNPVABAAAAAAAAFKxwLK4uf8DqMjITCyc7TwEAQFEjQAUAAAAAAABQsIKhSE5je4c57Da5yx0mVjSOgcDEY3uH2Z3JsbwAAKDgEKACAAAAAAAAmLbq6zxTN743G7UN7GkKAECBYg9UAAAAAAAAAJYLx+IKhiKjzvf1Z9jReQqH3ab6Oo9a1qyYbGnmsjuT4Wljq9WVAACAMRCgAgAAAAAAALDMUDQub5tPXf5A1qN6N69fqSpX+i5Od7kjP52nsXByVG86/T1jP9fUKbmqk2N76TwFAKCgEaACAAAAAAAAsIy3zaeO7t6cnq1yObW4stTkisYQHZTam6XdWzPf5/Rkrmqposb8ugAAgOkIUAEAAAAAAABYIhyLq8s/RjdnoWlvlnZtsboKAAAwBWxWFwAAAAAAAABgZgqGIlmP7R3msNvkLneYXNEYYuFk5ykAAJgRCFABAAAAAAAAFJ36Ok9+9jhNZyCQ29jeYXZncu9TAABQFBjhCwAAAAAAACBvwrG4gqFI2mt9/dmHkg67TfV1HrWsWTHZ0qZObYNU4rS6CgAAkCECVAAAAAAAAACmG4rG5W3zqcsfyGlM7+b1K1XlGh06ussd5nSexsLJztJM9Pfk9g67MxmeNrbm9jwAALAEASoAAAAAAAAA03nbfOro7s35+SqXU4srS02s6J+ig1J7c3JP08mM5R3W1Cm5qtNfK/PQeQoAQBEiQAUAAAAAAABgqnAsri5/ht2dU629Wdq1xbz1XNVSRY156wEAAMvZrC4AAAAAAAAAwPQSDEVyGts7zGG3yV3uMLGif4qFk52nAAAA4yBABQAAAAAAAFBQ6us85uxzeqqBgDlje4fZnckxvQAAYFphhC8AAAAAAACAnIRjcQVDkVHn+/pzCykddpvq6zxqWbNisqVNjdoG9jgFAGAaIkAFAAAAAAAAkJWhaFzeNp+6/IGsR/VuXr9SVa70oaO73GFO52ksnOw2PVV/z+TXlpKdp7UNUmOrOesBAICCQoAKAAAAAAAAICveNp86untzerbK5dTiylKTK/qn6KDU3pzc5zTbUb1NnZKrOrN7yzx0ngIAMI0RoAIAAAAAAADIWDgWV5c/TXdnIWhvlnZtye1ZV7VUUWNuPQAAoCjZrC4AAAAAAAAAQPEIhiJZj+0d5rDb5C53mFzRP8XCyc5TAACASSJABQAAAAAAADAl6us85uxxms5AIPuxvcPszuRYXgAAADHCFwAAAAAAAEAGwrG4gqGI+vqzDykddpvq6zxqWbMiD5WZoLaBPU0BAEAKASoAAAAAAACAMQ1F4/K2+dTlD0w4unfz+pWqco0OIt3ljvx1nk6G3ZkMTxtbra4EAAAUEAJUAAAAAAAAAGPytvnU0d2b0b1VLqcWV5bmuaJTxMLJ8b39PWPf09QpuapHny/z0HkKAABGIUAFAAAAAAAAkFY4FleXP2B1GelFB6X2Zmn31on3PnVVSxU1U1MXAAAoegSoAAAAAAAAANIKhiITju0d5rDb5C535Lmik7Q3S7u2TN37AADAjGGzugAAAAAAAAAAxa++zjN1+5zGwsnOUwAAgDygAxUAAAAAAACYQcKxuIKhSEb39vVPMBpXyc7T+jqPWtasmGxpmRsITDy2d5jdmdzrFAAAIEMEqAAAAAAAAMAMMBSNy9vmU5c/kPFY3vFsXr9SVS6n3OWOqes8zUVtg1TitLoKAABQRAhQAQAAAAAAgBnA2+ZTR3evaetVuZxaXFlq2nqKhZOdpZno75n4HrszGZ42tk6uLgAAMOMQoAIAAAAAAADTXDgWV5c/w3ByqkUHpfbm5J6mmY7lHU9Tp+SqTo7tpfMUAADkgAAVAAAAAAAAmOaCoYgpY3uHOew2ucsd5izW3izt2mLOWlIyPK2oMW89AAAw49isLgAAAAAAAABAcamv85iz72ksnOw8BQAAKCB0oAIAAAAAAADTQDgWVzAUSXutr9+E0bhKdp7W13nUsmaFKetpIGDO2N5hdmdydC8AAMAkEKACAAAAAAAARWwoGpe3zacufyCnMb2b169UlSuzvULd5Q5zOk/zpbaBfU8BAMCkEaACAAAAAAAARczb5lNHd2/Oz1e5nFpcWWpiRRawO5PhaWOr1ZUAAIBpgAAVAAAAAAAAKFLhWFxd/oDVZYwvFk6O6k2nv2fs55o6JVd1Zu8o89B5CgAATEOACgAAAAAAABSpYCiS09jeYQ67Te5yh4kVnSQ6KLU3S7u35rbPqataqqgxvy4AAIAJEKACAAAAAAAAM1R9nSd/e5q2N0u7tuRnbQAAgDwiQAUAAAAAAAAKXDgWVzAUGXW+rz+Hzk4lO0/r6zxqWbNisqWlFwsnO08BAACKEAEqAAAAAAAAUKCGonF523zq8geyHtW7ef1KVbnS7wvqLnfkr/NUSu55msvY3mF2Z3JfUwAAAAsQoAIAAAAAAAAFytvmU0d3b07PVrmcWlxZanJFU6S2QSpJH/4CAADkGwEqAAAAAAAAUIDCsbi6/AGry3hDLJzsLM1Ef09u77A7k+FpY2tuzwMAAJiAABUAAAAAAAAoQMFQJOuxvcMcdpvc5Q5zCokOSu3NyT1NJzOWd1hTp+SqTn+tzEPnKQAAsBwBKgAAAAAAADDN1Nd5zNvjtL1Z2rXFnLWkZHhaUWPeegAAACYjQAUAAAAAAAAKSDgWVzAUUV9/9t2eDrtN9XUetaxZYU4xsXCy8xQAAGAGIUAFAAAAAAAACsBQNC5vm09d/sCEo3s3r1+pKtfoUbfucod5nadScs9TM8b2DrM7k2N6AQAAChgBKgAAAAAAAFAAvG0+dXT3ZnRvlcupxZWlea4oD2ob2OMUAAAUPAJUAAAAAAAAwGLhWFxd/sDUvCwWTnaWZqK/x5x32p3J8LSx1Zz1AAAA8ogAFQAAAAAAALBYMBSZcGzvMIfdJne5I/uXRAel9ubknqZmjOVt6pRc1ZndW+ah8xQAABQNAlQAAAAAAACgiNTXeXLb57S9Wdq1xbxCXNVSRY156wEAABQIAlQAAAAAAABgioRjcQVDkVHn+/on7gh12G2qr/OoZc2K7F8cCyc7TwEAADAhAlQAAAAAAAAgz4aicXnbfOryBzIe1Tts8/qVqnI55S535NZ5KiX3PDVjbO8wuzM5lhcAAGAaIkAFAAAAAAAA8szb5lNHd29Oz1a5nFpcWWpyRZNU28CepgAAYNoiQAUAAAAAAADyKByLq8sfsLoMc9idyfC0sdXqSgAAAPKGABUAAAAAAADIo2AokvXY3mEOu03uckfuL4+Fk+N7+3vGvqepU3JVZ7ZemYfOUwAAMO0RoAIAAAAAAAAFqr7Ok9u+p9FBqb1Z2r114r1PXdVSRU1uBQIAAExDBKgAAAAAAADAJIVjcQVDkbTX+vonCDDTcNhtqq/zqGXNitwKam+Wdm3J7VkAAIAZjgAVAAAAAAAAyNFQNC5vm09d/kBOY3o3r1+pKtfokbjuckdunadScmzv7q25PQsAAAACVAAAAAAAACBX3jafOrp7c36+yuXU4spSEytScs/Ticb2DrM7k/uaAgAAIMVmdQEAAAAAAABAMQrH4uryB6wuY3JqG6SS0R2wAAAAMxkdqAAAAAAAAEAOgqFITmN7hznsNrnLHaMvxMLJLtJc9fdMfI/dmQxPG1tzfw8AAMA0RYAKAAAAAAAAWKC+zjNyn9PooNTenNy/NNMRvNlq6pRc1cmxvXSeAgAApEWACgAAAAAAAEwhh92m+jqPWtasGHmhvVnatSW/L3dVSxU1+X0HAABAkSNABQAAAAAAAP4pHIsrGIpkdG9f/9hdopvXr1SVK32Hp7vcMbLzVEqO7d29NeM6AQAAkD8EqAAAAAAAAJjxhqJxedt86vIHJrWv6bAql1OLK0szf2AgkL+xvcPszuToXgAAAIyLABUAAAAAAAAznrfNp47uXqvLyK/aBvY9BQAAyAABKgAAAAAAAGa0cCyuLn/A6jLyx+5MhqeNrVZXAgAAUBQIUAEAAAAAADCjBUMRU8b2DnPYbXKXO5L7mg5kGMz294x9ralTclXnXlCZh85TAACALBCgAgAAAAAAACZqWDZPzt/eKO3eas6+pq5qqaJm8usAAAAgIwSoAAAAAAAAmHbCsbiCoUhG9/b1mxByKtl5Wl/nUcus+6RdvzFlTQAAAEy9oglQjx8/rhdeeEF79+7V/v37dfToUR07dkySNHfuXM2bN09LlizRm970Ji1btkx2e9H8agAAAAAAADDJUDQub5tPXf6AKWN5N69fqSpXZuNv3eUOORWTvv27Sb8XAAAA1inYlDEajWrbtm3q7OzUtm3b9Je//EXRaDSjZ2fPnq1/+Zd/0apVq3T55Zfrggsu0OzZs/NccXEIh8Pavn27XnzxRR0+fFizZ8/WokWLdN555+nMM8+0ujwAAAAAAIBJ8bb51NHda9p6VS6nFleWZv7A4dfNGds7zO5M7mEKAACAKVNwAeoTTzyhhx56SFu2bFEoFJIkJRKJtPcahpH2eiQS0Z///Gft3LlT99xzj8rKyvShD31Ia9eu1aWXXprfX8BEH//4x/Xwww+POFdTU6O9e/dmvVYwGNTtt9+un/3sZ6nO3VO94x3v0Ne//nU1NjbmUi4AAAAAAIClwrG4uvwBq8swV22DVJJZBywAAADMYbO6AEkaGhrShg0bdM4556i+vl4PPPCA+vv7U8GoYRipsPRkiUQibbh68v2JREKhUEibNm3S5ZdfrmXLlmnDhg0aHBzM7y81SY888sio8DRXTz75pOrq6tTa2jpmeCpJO3fu1OrVq7Vu3bqMu30BAAAAAAAKRTAUMWVs7zCH3SZ3uSP9xVhYOrxv9E9/jzkvtzul5R+WGlvNWQ8AAAAZs7QDNRwOa8OGDfrOd76jYDA4IjAdlkgkZLPZdNZZZ2nZsmWqrq7WGWecobKyMpWWliqRSGhoaEgDAwPq6elRT0+PXnzxRb3yyis6cWLkfzAnEgm99NJL+sxnPqPbb79dX/7yl/WpT31KTmdhfYvv6NGj+uQnP2nKWs8884waGho0NDQ04vz8+fO1dOlSHT58WPv371c8Hk9de/DBBzUwMKC2tra0wTUAAAAAAMBMUF/nkbNk1siT0UGpvVnavTX7Ub1NnZKrOrN7yzx0ngIAAFjEsgD1oYce0le+8hX19vYqkUiMCOpKSkp04YUX6qKLLtIFF1ygt771rVmHnOFwWM8995yeeuopPfnkk3ryySdHdFUGg0F5vV5973vf07e//W2tXbvWtN9tsrxer/7+979LkubOnTtu1+h4Dh8+rKuvvnpEeFpTU6N7771XV111Veqf+euvv64777xTGzduTN23ZcsW3XPPPfr85z8/id8EAAAAAADAXOFYXMFQJO21vn5z9h512G2qr/OoZc2K0Rfbm6VdW3Jb2FUtVdRMrjgAAADknZEYa4PRPHrve9+r//u//5P0xv6lNptNl112ma677jpdccUVKi8vN/WdoVBIjz76qDZt2qTHHntsRHeqYRg677zztH37dlPfmYsnn3xSF198carz9u6779aXvvSl1PVs9kC99dZbddddd6WOly5dqmeeeUbV1em/6fitb31LX/va11LH8+bN0549e1RRUZHbL2OSXbt26dxzz00d//Wvf9Xy5cstrAgAAAAAAEy1oWhc3jafuvyBnMb0bl6/UlWuzL6g7y53jO48lZJje79dk33n6bDPdhOgApjW+LtcANOFJXug7tixQ1IyPK2srNRtt92mvXv3auvWrbrmmmtMD08lqby8XNdcc40effRR7du3T7fddptOO+20VB3Dga6VhoaGdOONN6ZC5c985jN617veldNawWBQP/jBD0acu//++8cMTyXpq1/9qlatWpU6Pnr0qL773e/m9H4AAAAAAAAzedt86ujuzXmP0yqXU4srSzP6SRueStJAIPfw1O5MjuUFAABAwbMkQJUkt9ute+65R6+99pruuOMOLVq0aMrevXDhQt1xxx167bXXdM8992jBggVT9u7xfP3rX9crr7wiSVqyZInuvPPOnNd6+OGHNTAwkDpetWqVLrnkknGfMQxD3/jGN0ac+8lPfiILmpQBAAAAAABSwrG4uvwBq8uYnNoG9jQFAAAoEpbsgfqf//mf+tznPqe5c+da8fqUOXPm6LOf/axuuukm3XPPPZbW8qc//Unf//73U8etra0qKyvLeb329vYRxzfccENGz1100UVaunSp9uzZI0nq6+vTjh07tHLlypxrAQAAAAAAmIxgKJJz56mU3NPUXe4YfSEWTnaVZqq/J/uX253J8LSxNftnAQAAYAlLAtST99ksBKWlpZbWFIvFdMMNNygej0uSPvrRj+qDH/xgzusNDAxo27ZtI85ddtllGT1rGIYuvfRS3X///alzHR0dBKgAAAAAAKBo1dd5Ro7ljQ5K7c3S7q25j+Q9VVOn5EqzdVKZh85TAACAImPZCF+84a677tJf/vIXSdL8+fN13333TWq9Xbt2KRaLpY6XLl2qqqqqjJ9/3/veN+L4+eefn1Q9AAAAAAAAuQrH4nr98FBOzzrsNn3wX89Qy5oVIy+0N0u7tpgXnkrJ8LSiZvQP4SkAAEDRsaQDFW/w+/365je/mTr+9re/nVXYmc4LL7ww4riuri6r50+9/9T1AAAAAAAA8m0oGpe3zacuf2Dc8b2b169UlSt9SOkud4zsPJWSY3t3bzWzVAAAAEwzBKgWOnHihG644QZFo1FJ0vnnn6+bbrpp0uvu3r17xPHixYuzev7U+/ft26dwOCynk29MAgAAAACAqeFt86mju3fC+6pcTi2uLM184YGAuZ2nUnKf0zKPuWsCAADAMgSoFrrvvvu0Y8cOSdLs2bP1ox/9SIZhTHrdf/zjHyOOFy1alNXzHo9Hdrtdx48fl5QMeg8ePKiFCxeaUlswGMzqmb/97W/KGOLUAAAgAElEQVSTfi8AAAAAACge4VhcXf6A1WVkrraBUb0AAADTSFEGqIcOHdIzzzyjF154QYcOHdLRo0d14sQJfeELX1Btba3V5WVkz549uu2221LHX/3qV7Vs2TJT1h4YGBhxPHfu3KyeNwxDc+bMUSgUGnPNXG3YsEG33367KWsBAAAAAIDpKRiKjDu2d5jDbpO73DEFFY3B7kyGp42t1tUAAAAA0xVVgProo4/qe9/7nrZt26ZEIjHq+jXXXJM2QL311lv15z//WZJUU1Oj+++/P++1TuTmm2/WsWPHJEnLli3Trbfeatrap4aduYzezVeACgAAAAAAYJb6Ok9yj9NYODmaNxP9PWNfa+qUXNWZF1DmofMUAABgGiqKAPXw4cNqamrSI488Ikmp8NQwjBGfx/LOd75Td999d+q+W265RXV1dXmuemw//vGP9fjjj6fq+dGPfqTZs2ebtn44PHIfj1zWdjhGfntzaGhoUjUBAAAAAABMJByLKxiKqK9//D1KHXab6us8amk8W9rcJO3eas6+pq5qqaJm8usAAACgqBV8gHrw4EG9733v08svv6xEIjEiKB0+TteNerIPfehDWrRokV5//XVJ0i9+8Qvdeeedea17LL29vfriF7+YOr7xxht1/vnnm/qOUztOo9Fo1mtEIpFx18zVpz71KX30ox/N6pm//e1vWr16tSnvBwAAAAAAhWcoGpe3zacuf2DC0b2/vOk9etuS+cnO081N0q4tU1QlAAAAZoqCDlATiYQaGxv10ksvpYLT0tJSfeITn9Bll12mxYsX661vfeuE6xiGoY985CO69957JUmPPfaYZQFqc3Ozjhw5IkmqqqrSd77zHdPfUVZWNuL41I7UTJzacXrqmrlasGCBFixYYMpaAAAAAABgevC2+dTR3ZvRvYsq5rwxtnf31jxXBgAAgJmooAPUn//859q+fXsqPD3vvPO0ZcsWnXHGGSPuG29877ArrrhC9957rxKJhJ577jmFQiGVl5fnpe6xbN68Wb/5zW9Sx/fee6/mz59v+ntODTuH91rNVCKRyFuACgAAAAAAcLJwLK4uf4b7l55sIGDO2N5hdmdyT1MAAADMeDarCxjP8L6liURCZ555pjo7O0eFp5l6xzvekfqcSCTk9/tNqTEbXq839fmKK67Qxz72sby859QOz+HRxZkKBAI6fvx46thms+n00083pTYAAAAAAICTBUORCcf2DnPYbXKXO/JTSG2DVGLOFkYAAAAobgUboO7bt09+v1+GYcgwDH3zm9/UvHnzcl6voqJiRPj60ksvmVFmVoZH90rSo48+mvrdxvu56KKLRqyxb9++Ufc8//zzI+6pra0dcfzaa69lVeep99fU1Ji2ByoAAAAAAEA2HIpqkRHUIiOoq89OyDnwunR4n9TfY84L7E5p+YelxlZz1gMAAEDRK9gRvn/84x8lJbtF58yZo9WrV096zcrKSvX2JvfTOHz48KTXK1TLli0bcZxtt+0LL7ww7noAAAAAAADjCcfiCoYiGd3b159+DK9TEbWUbFS9baecRix5co+kezNYtKlTclVnVmyZh85TAAAAjFCwAWogkNz7wjAMnXnmmZo9e/ak1zx5H89s9wUtJsuXL1dJSYliseQfLvbu3ave3t6Mxx//4Q9/GHH81re+1fQaAQAAAADA9DMUjcvb5lOXP5DxWN6xtJRs1JWzduT2sKtaqqiZ1PsBAAAwcxVsgDowMJD6fHLwORmhUCj1ee7cuaasmY329vZUqJkpn8+nL37xi6ljj8ejhx56aMQ9Z5111ojj8vJyrVq1Sr///e9T57q6unTddddN+L5EIqHHH398xLkrr7wyq5oBAAAAAMDM5G3zqaO7d9LrOBRVvW2nCRUBAAAA2SvYAPW0005LfTZr3G5Pzxt7Y5y8/lS54IILsn7Gbh/5P5HT6dSll1464XNXXXXViAD1xz/+cUYB6v/8z/9oz549qWOPx6Pzzjsvi4oBAAAAAMBMFI7F1eUPmLKW2zj6xtjebNmdybG8AAAAQI5sVhcwFo8n+R+6iURCr776qgYHBye13l//+lcdOXIkdbx06dJJrVforrnmmhFdttu2bdMTTzwx7jOJREK33377iHNNTU2y2Qr2XxMAAAAAAFAggqHIpMf2mqK2gT1NAQAAMCkFm4y95z3vkWEYMgxD8Xhcv/vd7ya13k9/+tPU59LSUr373e+ebIkFbcGCBfr0pz894tyNN944ogv3VHfddZe2bduWOp43b568Xm/eagQAAAAAADCN3Skt/7DU2Gp1JQAAAChyBTvCd8GCBXrb296mZ599VoZh6Fvf+pZWr16tWbNmZb3Wyy+/rB/96EcyDEOSdPHFF48ajTsdfelLX9IDDzygvr4+SdKePXv03ve+V/fdd5+uvPLK1D+P119/XXfeeac2btw44vmvfe1rqqysnPK6AQAAAABAYQrH4gqGImmv9fWHs1rLoajcxtFR52fPMvTBpYa0f4wHmzolV/Xo82UeOk8BAABgioJOET/96U/rE5/4hCTp+eef1+c+9zn94Ac/yGqNnp4erV69WseOHZMkGYahL37xi6bXWogqKyv1q1/9SpdffrnC4eQfYvbt26fGxkbNnz9fS5cu1ZEjR/Taa68pHo+PeLaxsXHG/HMCAAAAAADjG4rG5W3zqcsfyGlM7+b1K1XlSoabRmxQlY9/Xs5XH5MtPkboOlZ4KiXD04qarGsAAAAAMlWwI3wlad26dTr33HMlJffn3LBhg1avXq1XX311wmePHz+uH//4x3rnO9+pF198MTUOuL6+Xueff36+Sy8Yq1at0qOPPjqqk/TIkSN67rnntGfPnlHh6b/927/pV7/6VapDFQAAAAAAzGzeNp86untz3uO0yuXU4spSLa4s1aJtXpW+3D52eAoAAABYrKADVMMwtHnzZlVUVMgwDCUSCT3yyCN6y1veovPPP1+33HKLpGS4KkkPPPCAPve5z+mDH/ygTj/9dN18882p8bWJREKLFi3Spk2bLPt9rHLxxRfL7/frk5/8pEpLS8e8721ve5t+/etf6+c//7kcDscUVggAAAAAAApVOBZXlz9gzmKxsLR7qzlrAQAAAHlS0CN8Jam2tlaPPPKIVq9erWAwKEk6ceKEtm/fru3bt6fuSyQSeuihh0YcS0oFrwsXLtQjjzwit9s9tb/AJF144YWp32UyPB6PNmzYoO9973vavn27XnjhBR05ckSzZ8/WwoULdd555+mss84yoWIAAAAAADCdBEORnDtPJclht8ld/s8vag8EpOOT6Dy1O5N7nQIAAAB5VPABqiStXLlSzz//vK677jr9/ve/H3FtrDGzw8FpIpHQJZdcop///OdasGDBVJRb0ObMmaNLLrlEl1xyidWlAAAAAACAGaC+ziNnySxzFqttkEqc5qwFAAAAjKEoAlRJOuOMM9TV1aVnnnlG3//+99XV1aVQKDTm/U6nUxdeeKG8Xq8uuuiiKawUAAAAAACg+IRjcQVDkVHn+/rH7xh1KCq3cXTU+dmzDL3/bLduvbRCOrwvebK/J7fi7M5keNrYmtvzAAAAQBaKJkAd9v73v1/vf//7deLECT3//PN64YUXdPDgQR05ckSlpaU6/fTTtXTpUr3nPe9hH08AAAAAAIAJDEXj8rb51OUPZDWq16mI/rDs16rY/7hs8TFC1j2SNmS4YFOn5KpOf63MQ+cpAAAApkzRBajDbDab3v72t+vtb3+71aUAAAAAAAAULW+bTx3dvVk/11KyUaft3WFeIa5qqaLGvPUAAACAHNmsLgAAAAAAAADWCMfi6vIHsn7OoajqbTvzUBEAAABgPQJUAAAAAACAGSoYimQ1tneY2zgqpxEzrxC7MzmmFwAAACgABR2gvv3tb9d9992nAwcOWF0KAAAAAAAA8qW2gT1OAQAAUDAKOkB9/vnndcstt2jhwoVqbGzUli1bFIuZ+O1GAAAAAACAaS4ci2v/ocG0P3394XGfdSiqRUZwxM+Z9gP68FmGOcXZndLyD0uNreasBwAAAJjAbnUBmYjFYuro6FBHR4cqKir08Y9/XNddd53e9a53WV0aAAAAAABAQRqKxuVt86nLH8h6TK9TEf1h2a9Vsf9x2eJpQtb94zzc1Cm5qjN7UZmHzlMAAAAUnIIPUBOJhAzDSH0+dOiQNmzYoA0bNqi2tlbXX3+91q5dq+rqDP/DHAAAAAAAYAbwtvnU0d2b07MtJRt12t4dub3YVS1V1OT2LAAAAFAACnqE78svv6zbbrtNNTU1SiQSkjQiTH3xxRf11a9+VTU1Nbr88sv1y1/+UuHw+KNnAAAAAAAAprtwLK4ufyCnZx2Kqt620+SKAAAAgOJR0AHqm9/8Zt1xxx169dVX9eSTT+r6669XWVnZiDA1kUgoHo/r8ccf19q1a1VVVaWbbrpJTz/9tMXVAwAAAAAAWCMYimQ9tneY2zgqpxHL7cV2Z3IsLwAAAFDECjpAPdmqVav0k5/8RH19fdq0aZMuu+yyVDfqyV2p/f39+slPfqILL7wwFcDu2bPHytIBAAAAAABmhtoG9jQFAABA0SuaAHXYnDlz9O///u/q7OzU/v37dffdd6uuri7tiN89e/bo9ttv11lnnaULLrhAP/3pTzUwMGBl+QAAAAAAAHkVjsX1+uGhnJ512G26eNmC7B+0O6XlH5YaW3N6LwAAAFBIjMRw8ljknn32Wf3sZz/Tww8/rAMHDkgaGaYOf54zZ45Wr16thx56yLJakZ1du3bp3HPPTR3/9a9/1fLlyy2sCAAAAACAwjMUjcvb5lOXPzDu+N7N61eqqlSaNRgcde20ubPlGOyTfvr/0j/c1Cm5qkefL/PQeQoA4O9yAUwb0yZAHXb8+HFt3bpVDz74oDo6OhSNRkfdYxiG4vG4BdUhF/yfLgAAAAAAE/v0L55VR3fvuPc4FdGz//Jble55TDoezv4ln+2WKmpyrBAAMN3xd7kApouiG+E7EbvdrquuukptbW3q7e1Va2ur3v3ud0t6oyMVAAAAAABgOgnH4uryBya8r6Vko0pfbs8tPAUAAABmiGkXoJ6soqJC55xzjs455xw5HA6rywEAAAAAAMiLYCgy7theSXIoqnrbzimqCAAAAChedqsLyIeXX35ZDz74oB566CG99tprVpcDAAAAAABgObdxVE4jlvsCdmdyr1MAAABgmps2AeqRI0f08MMP64EHHtAf//hHSdLw9q7Do3uHj9/xjndYUyQAAAAAAICJwrG4gqGI+vrHH8nrsNt08dkLpD2TeFltg1TinMQCAAAAQHEo6gA1Ho9r69ateuCBB/Too48qGo1KSgalhmHIMAwlEgklEgmdccYZWrt2rdatW6e6ujqLKwcAAAAAAMjdUDQub5tPT/n3a178sCRpkZH+3vuueZuWV7vkGOzLLUC1O5PhaWNr7gUDAAAARaQoA9Rnn31WDzzwgB5++GEdOHBAUvpuU6fTqdWrV2vdunWqr6+XzTatt3wFAAAAAAAzxK3/9X+6fPft+u6snXLaJxjL+5sMFmzqlFzV6a+Veeg8BQAAwIxSNAFqb2+vNm3apE2bNsnv90saGZqe3G363ve+V+vWrdPVV18tl8tlZdkAAAAAAACmCsfiuvSlO3TFrB3mLeqqlipqzFsPAAAAKGIFHaAODQ1py5YtevDBB/XEE0/oxIkTY4amNTU1uvbaa3XdddfprLPOsrhyAAAAAACA/AgePqpLjD9bXQYAAAAwbRV0gOrxeHTs2DFJI7tNh0PTsrIyfeQjH9G6det04YUXWlgpAAAAAADA1Jg1GJTTmGBsbzbszuSYXgAAAACSCjxAHRgYSO1pOhycStJFF12kdevWac2aNSotLbWyRAAAAAAAANOFY3EFQ5G01w6FIhpjt9Lc1DawxykAAABwkoIOUKU3Ok/PPvtsXXfddbr22mu1ZMkSi6sCAAAAAAAw31A0Lm+bT13+gCLHT4y45lBUbuOoqnRQbQ4TXmZ3JsPTxlYTFgMAAACmj4IOUOfNm6err75a69at08qVK60uBwAAAAAAIK+8bT51dPeOOOdURC0lG1Vv2znh6N7Amt/Ks/DMzF5W5qHzFAAAAEijoAPUvr4+ORxmfKUSAAAAAACgsIVjcXX5A6POt5Rs1JWzdmS0RrysWqqoMbs0AAAAYEaxWV3AeAhPAQAAAADATBEMRdKO7a237cx4jdPmzja7LAAAAGDGKegAFQAAAAAAYCZzG0cnHNs7LGrMlmP+GXmuCAAAAJj+CnqELwAAAAAAwHQTjsUVDEVGne/rD09qXduyK9jTFAAAADABASoAAAAAAMAUGIrG5W3zqcsfGDWqdzISdqeM2gbZG1tNWxMAAACYySwJUC+77LIRx4Zh6LHHHpvwPrOM9T4AAAAAAIB88bb51NHdm/aaQ1G5jaOjzlfp4NgLNnVKrmoZZR46TwEAAAATWRKgPv744zIMQ5KUSCRSn8e7zyzjvQ8AAAAAACAfwrG4uvyBUeediqilZKPqbTsz3us0xVUtVdSYVCEAAACAYYzwBQAAAAAAyLNgKJJ2bG9LyUZdOWuHBRUBAAAAGItlAWoikTD1PgAAAAAAgGLiUFT1tp1WlwEAAADgFJYEqLFYZiNpMr0PAAAAAACgEIRjcQVDkVHn+/rDo865jaPZj+0dZndKZZ7cngUAAAAwLksC1FmzZpl6HwAAAAAAgJWGonF523zq8gfSjuo1XW2DVOLM/3sAAACAGYg9UAEAAAAAACbJ2+ZTR3evHIpqkXE0o2eqdDD7F9mdyfC0sTX7ZwEAAABkhAAVAAAAAABgEsKxuJ72v6YflPxQ9baduY/lPVlTp+SqHn2+zEPnKQAAAJBnBR2g9vT0pD673W6VlJTkvFYsFlMwGEwdV1en+UMIAAAAAABAloKhiO40fqgrZ+0wb1FXtVRRY956AAAAADJms7qA8SxatEiLFy/W4sWL9fTTT09qrW3btqXWWrJkiUkVAgAAAACAGe94WPW2nVZXAQAAAMAkBd2BKkmJREKGYZi2FgAAAAAAQLbCsbiCoUjaa4cCr2uxGWN7h9mdyVG9AAAAACxR8AGqWeEpAAAAAABAtoaicXnbfOryBxQ5fiLtPYuMoJ5xmPjS2gb2OQUAAAAsVPABKgAAAAAAgFW8bT51dPdOzcvszmR42tg6Ne8DAAAAkNaMCVDD4XDqs9PJtzgBAAAAAMD4wrG4uvyBMa87FJXbOKoqHRzznsCa38qz8MzMXljmofMUAAAAKAAzJkB99dVXU59dLpeFlQAAAAAAgGIQDEXSju11KqKWko2qt+2Uc4K9T+d73iRV1OSpQgAAAAD5MCMC1BMnTmjTpk2Sknuqnn322RZXBAAAAAAAilVLyUZdOWtHRvc67LY8VwMAAADAbJYHqL/4xS8yuu/3v/+9+vr6Ml43kUhocHBQe/bsUXt7u1588cXUtfPOOy/rOgEAAAAAwMwQjsUVDEXU1x8edc2hqOptOy2oCgAAAMBUsTxAXbt2rQzDGPN6IpGQJN199905vyORSKTeYRiGrr322pzXAgAAAAAA09NQNC5vm09d/kDa0b2S5DaOTji2N8XuTO5rCgAAAKCoWB6gDhsOSnO9PhbDMGQYRur5z3/+8/rXf/3XnNYCAAAAAADTl7fNp47uXvMWrG2QSpzmrQcAAABgShREgJprOJrN2suXL9cXvvAFXX/99Xl7FwAAAAAAKHCxsDQQGHU6cvyE/P6/aJEx/t9RVOngxO+wO5PhaWNrrlUCAAAAsJDlAer999+f9nwikdDNN9+cGr17yy236Jxzzsl4XZvNprlz56qyslLLly/XGWecYUq9AAAAAACgCEUHpfZmafdW6Xi6vU2lJ+ya3N+UNHVKrurk2F46TwEAAICiZXmAesMNN4x57eabb059bmho0MUXXzwVJQEAAAAAgOmmvVnatSW/73BVSxU1+X0HAAAAgLyzPECdSD7H+wIAAAAAgOkrHIsrGIpIx8Na+OJW2awuCAAAAEBRKOgA9eWXX059XrhwoYWVAAAAAACAYjEUjcvb5lOXP6DI8RNaZAT1jGP02F5T2Z3J0b0AAAAAil5BB6hvfvObrS4BAAAAAAAUGW+bTx3dvVP70toG9j0FAAAApomCDlABAAAAAACyEY7F1eUPSJIcisptHFWVDubvhXZnMjxtbM3fOwAAAABMKQJUAAAAAAAwbQRDERnHh/SDko2qt+2U04iNe/+ayH+oT6eNeX32LEO/++wqOexj7KBa5qHzFAAAAJhmCFABAAAAAMC00lKyUVfO2pHRvX06Ta8n3GNe/2DdGXK4l5pVGgAAAIAiUFQBan9/v/7rv/5L27dv13PPPacDBw7oyJEjikQiWa1jGEbWzwAAAAAAgCJwPKx6285JL+Ow21Rf51HLmhUmFAUAAACgmBRFgBqNRvW1r31NGzdu1LFjx1LnE4lETusZhmFWaQAAAAAAIM/CsbiCocy+CH0o8LoWTzC2d9iJWU798parkvuYnsJd7pCzZFZWdQIAAACYHgo+QD148KAuvfRSdXd3pwJTwzCUSCRGBKGnHp8q17AVAAAAAABYYygal7fNpy5/QJHjJzJ6ZpER1DOOzNa3LWvQ4gWVk6gQAAAAwHRU0AFqPB7XmjVr5PP5JL0RnLrdbtXU1OhPf/pT6vy5554rp9OpQ4cOad++fYrH46lrklRTU6NFixZZ84sAAAAAAICsedt86ujuNX9hu1OqbZAaW81fGwAAAEDRK+gA9Ze//KWeeuqpVAi6ZMkSbdy4UZdddpkkyWazpa59//vf18UXXyxJGhwc1FNPPaXW1lZt3bpVhmHowIED+sY3vqHrr7/ekt8FAAAAAABkLhyLq8sfGPO6Q1G5jaOjzlfp4JjPBNb8Vp6FZ0plHqlk9NheAAAAAJAKPED97ne/Kyk5fnf+/Pl68sknVVNTM+FzpaWl+sAHPqAPfOAD+u///m+tW7dO/f39uuGGG3Ts2DE1Nzfnu3QAAAAAADAJwVAk7dhepyJqKdmoettOOTPc63TYfM+bpIqJ/14BAAAAwMxms7qAsfzjH/9Qd3e3DMOQYRj68pe/nFF4eqqrrrpKW7du1ezZs5VIJHTLLbfoueeey0PFAAAAAAAg31pKNurKWTuyDk8lyWEv2L8GAQAAAFBACvZPDjt27JCU7D6VpGuvvXbc+4fvS2flypW65ZZbJCX3Vb3ttttMqhIAAAAAAGQqHItr/6HBjH76+sOjnncoqnrbTgsqBwAAADCTFOwI376+vtTnqqoqVVdXj3t/ODz6D1Yn+9SnPqW7775biURCjz32mA4cOKDTTz/dlFoBAAAAAMDYhqJxedt86vIH0o7lzZTbOJpT56kkye5M7n0KAAAAABMo2A7UQ4cOSZIMw1BVVVXae2bPnp36PDQ0NO56ixYt0pve9CZJyW7V//3f/zWnUAAAAAAAMC5vm08d3b2TCk8nrbZBKnFa934AAAAARaNgO1BnzZqV+uxwONLe43K5dODAARmGoZ6engnXXLBggfbu3StJevXVV02pEwAAAAAAjC0ci6vLH8j4foeichtH016r0sHsC7A7k+FpY2v2zwIAAACYkQo2QJ0/f37qc39/f9p7Tj/9dB04cECS9Morr0y45rFjx9J+BgAAAAAA+REMRTLqPHUqopaSjaq37cxtTG9Tp+RKs/1PmYfOUwAAAABZKdgA9ayzzpKUHLcbCKT/puq5556rF198UZL09NNPj7vewMCAXnrpJRmGIUkqKyszsVoAAAAAADAZLSUbdeWsHbkv4KqWKmrMKwgAAADAjFWwe6Cee+65qc+HDh3SP/7xj1H3vPOd75SUDFl9Pp+ee+65Mdf74Q9/qFgspkQiIUmp/VABAAAAAMDkhGNx7T80mPanrz884fMORVVv2zkFlQIAAADAxAq2A9Xtdustb3mLXnrpJUnS9u3btXr16hH3fOxjH9NXvvIVGYahRCKhtWvX6rHHHtOiRYtG3Peb3/xG//Ef/5G6b9asWVq1atWU/S74/+zdfXSU5Z3/8c89mWFuMQwEOiQMhKBII0SpRW3Fgrpq1EYxbdeHg8VVtGup9tSHbtz6q8cKSosbWygV3ehW3S2Le8xo1Y0WjVhFbUE3rYkYQakgIMk48pAMknnI5P79Mc1gICEzk0lmkrxf5+Sc3PdcD9+0/aPhk+t7AQAAAACGorZwVBXeetU2+hJq03u46kWzVeAyldO6U+bjKbTt7WQ3Y616AQAAACANsjZAlaTS0tJ4gPrCCy8cEaBOmTJFl1xyiWpqamQYht5//31Nnz5dZWVlKi4uVjgc1htvvKE///nP8ZOnhmHoyiuv7HLHKgAAAAAASF6Ft141DU0pzy9wmSocO1Iy+nhHaXEZ95wCAAAASJusDlCvuOIKrVq1SpZlqbq6WsuXL9exxx7bZczKlSu1fv16BQIBGYahzz//XF6vt8sYy7Lip0/dbrfuu+++gfwxAAAAAAAYcoKRqGobfZktwm7GwtPyVZmtAwAAAMCQktUB6ty5c3XzzTcrGIzdl/LBBx/oq1/9apcxU6ZM0dq1a3XxxRdr3759MgzjiHU6w1OPx6PnnntOHo9nQOoHAAAAAGCo8gdCSbftdSost9EiSRqRY2h81Cfts0mtu3uetHCt5Orh9/jcfE6eAgAAAEi7rA5QJWn58uW9jjnjjDO0ZcsWLVmyRNXV1fL5uv4FbEFBga6++mrdfvvtGjduXH+VCgAAAAAAumEqpEpHlUptdTKNL9x1msjBUZdHyivqt9oAAAAA4HBZH6Am6ktf+pJWrlyplStXatu2bfL5fLIsSwUFBTruuOMyXR4AAAAAAENGMBLVrn1tCY+vdFRpXs6GfqwIAAAAANJnyASoX3TccccRmgIAAAAAkGZt4XV3xc4AACAASURBVKgqvPWqbfQdtX1v9aLZKnD9vbVue1ATq66TogNUJAAAAAD00ZAMUAEAAAAAQPpVeOtV09DU67gCl6nCsSNjD/v8UjSY2oZ2M3bPKQAAAAAMIFumCwAAAAAAANkvGImqttE3sJsWl0kOc2D3BAAAADDscQIVAAAAAAD0yh8IHbVtbyen3Sb3KKcUCUoHfFLr7uQ3s5ux8LR8VQqVAgAAAEDfEKACAAAAAIC0KTtxtMxnvidteUFq76V178K1kstz5PvcfE6eAgAAAMiYjASoa9asycS2XVx11VWZLgEAAAAAgIwJRqLyB0IJj29uPXoY6rTbVDojX5U5K6X3fp/Yoi6PlFeUcA0AAAAAMBAyEqAuWLBAhmFkYus4AlQAAAAAwHDUFo6qwluv2kZfQi15E/HEP5+hr04eI1MR6b4/pGVNAAAAAMiUjLbwtSxrQPczDEOWZWU8vAUAAAAAIFMqvPWqaWhK65qT8o6R6ciR9u3qvW1vJ7sZa9ULAAAAAFnGlqmNBzo8zdSeAAAAAABki2AkqtpGX6bLiCku455TAAAAAFkpIydQH3nkkUxsCwAAAADAsOYPhNLSttepsNxGiyRpRI6h8VGftM8mte7ufbLdjIWn5av6XAcAAAAA9IeMBKjXX399JrYFAAAAAAB9YCqkSkeVSm11Mo3IoQ8SyUIXrpVcnljbXk6eAgAAAMhiGb0DFQAAAAAADIxgJKpd+9r6tEalo0rzcjakNtnlkfKK+rQ/AAAAAAwEAlQAAAAAAIawtnBUFd561Tb6jtq+t3rRbBW4jnIytD2oiVXXSdF+KBIAAAAAsggBKgAAAAAAQ1iFt141DU29jitwmSocO7LnAfv8UjSYWhF2M9a6FwAAAAAGAVumCwAAAAAAAP0jGImqttGX6TKk4jLuPQUAAAAwaHACFQAAAACAIcofCB21bW8np90m9yhn+guwm7HwtHxV+tcGAAAAgH5CgAoAAAAAwDBXOiNfpiNHigSlAz2cWG3d3fMCC9dKLs+R73PzOXkKAAAAYNDJ6gB1xIgR/bKuYRgKhUL9sjYAAAAAAP0lGInKH0j899nm1qPfWeq021Q6I1+V5dOk6oXSlhek9hTuOXV5pLyi5OcBAAAAQBbK6gC1vb29X9Y1DKNf1gUAAAAAoD+0haOq8NarttGXUEveRDzxz2foq5PHxE6eVi+U3ns6LesCAAAAwGCX1QGqFAs7LctKanx3klkDAAAAAIBsUuGtV01DU1rXnJR3zKG2vVteSOvaAAAAADCYZXWAeuaZZyZ9WvTgwYPy+/3atWuXpEOB6sSJEzVlypR0lwgAAAAAQL8KRqKqbezhXtJ0OOBLrW1vJ7sZu+sUAAAAAIaIrA5Q33jjjZTn+nw+/c///I/uv/9+ffLJJ9qzZ4+WLFmihQsXprFCAAAAAAD6lz8QSlvb3k5Ou03uUc70LFZcJjnM9KwFAAAAAFnAlukC+kt+fr5uvvlmvfvuuzrvvPMUDAb1ve99Tw899FCmSwMAAAAAoF85FdYkw9/j15XTLJkHdkn7PpZad6e2id2USr4jla9Kb/EAAAAAkGFZfQI1HcaMGaNnnnlGp512mrZs2aKbb75ZX//61zVr1qxMlwYAAAAAQFwwEpU/EDrifXNr4u11TYVU6ahSqa1OphHpeeA2Sb9OYMGFayWXp/vPcvM5eQoAAABgSBryAaokHXvssbrnnnt0xRVXKBqNqqKiQuvWrct0WQAAAAAAqC0cVYW3XrWNvqRb9VYvmq0C16EQc9wfFmnkhxvSV5zLI+UVpW89AAAAABgEhmwL38PNmzdPpmnKsiy9+uqr2rFjR6ZLAgAAAABAFd561TQ0pXTPaYHLVOHYkbGvUTaN3PZiP1QIAAAAAMPLsAlQnU6njj/++Pjzm2++mcFqAAAAAACIte2tbfSlZ7EDPqk98Xa/vbKbsTa9AAAAADDMDJsAVZJyc3Pj3+/cuTODlQAAAAAAIPkDoZROnkqS026Te5QzzRV9QXEZd5wCAAAAGJaGxR2onXbv3p3pEgAAAAAASIvSGfkyHTnpX9huxsLT8lXpXxsAAAAABoFhE6DW19dr165dMgxDkuR2uzNcEQAAAABgKApGovIHQgmNbW491HLXqbDcRkuvc0bkGJozza3/d36etO/jQx+0HuWPhheulVyehGpSbj4nTwEAAAAMa8MiQA2FQvrhD38oSbIsS4Zh6JRTTslwVQAAAACAoaQtHFWFt161jb6k2vKaCqnSUaVSW51MI5LYpG2SHkyiOJdHyitKYgIAAAAADF9D/g7UP/7xj5ozZ47+9Kc/xU+fFhYW6qtf/WqGKwMAAAAADCUV3nrVNDQlfadppaNK83I2JB6eAgAAAAD6VVafQL3hhhtSmtfW1iafz6f6+np99tln8fedp08XL16crhIBAAAAAFAwElVtoy/peU6FVWqr64eKAAAAAACpyuoA9T/+4z/ip0ZTYVmWJHVZY+HChbrmmmv6XBsAAAAAAJ38gVDSJ08lyW209P/JU7sZu9cUAAAAAJCQId3CtzM4tSxLTqdTy5Yt0yOPPJLhqgAAAAAAGEDFZZLDzHQVAAAAADBoZPUJVOnQKdJU5OXladasWSorK9OCBQvkdrvTWBkAAAAAYLgLRqLyB0Jqbg3G3zkVlttoSWh+gfb0V2mxk6fFZVL5qv7bAwAAAACGoKwOUD/88MOk5xiGIdM05XK5lJub2w9VAQAAAACGu7ZwVBXeetU2+uKte02FVOmoUqmtLj1teReulVye1Ofn5nPyFAAAAABSkNUB6tSpUzNdAgAAAAAAR6jw1qumoanLu0pHleblbEjfJi6PlFeUvvUAAAAAAAnJ6gB1OAiHw9q8ebO2b9+uTz75RIFAQJFIRC6XS+PGjdPMmTM1ffp05eTkpGW/9vZ2bdy4UZs2bdKePXuUk5OjCRMm6NRTT1VJSUla9gAAAACAoSwYiaq20dflnVNhldrqMlQRAAAAACCdCFAzwOv16uWXX9abb76pzZs3q729/ajjR48erfnz5+vmm2/WiSeemNKeBw4c0LJly/TQQw9p79693Y4pLi7Wv/7rv+raa6+VYRgp7QMAAAAAQ50/EIq37e3kNlrS07a3k92MteAFAAAAAAw4W6YLGI5uueUWVVVVadOmTb2Gp5LU0tKif//3f9fMmTN19913y7KspPZ79913NXPmTC1durTH8FSStmzZouuuu07f/OY31dLSktQeAAAAAIA0Ki7j/lIAAAAAyBBOoGYJ0zQ1efJkjR49Wh0dHfrss8+0Y8eOLmFpJBLR4sWLtXPnTv32t79NaN0tW7bo3HPP1WeffdblfW5uro4//ni1tbVp+/btikQO/aX0iy++qG9+85t65ZVXZJr8wg4AAABgeApGovIHQke8b24Nxr93Kiy30aIC7UnPpnYzFp6Wr0rPegAAAACApBGgZojH49HFF1+ss846S7Nnz9Zxxx0nm63rgeB9+/bJ6/VqyZIl2rVrV/z9o48+qjlz5mjhwoVH3aO9vV2XX355l/B07NixWr58uebPny+HwyFJ2rt3r371q1/pF7/4hTo6Ym2o/vznP+v222/XypUr0/UjAwAAAMCg0BaOqsJbr9pG3xGtejuZCqnSUaVSW13vrXsXrpVcnsQ2z83n5CkAAAAAZJhhJdsPNoPef/99vfDCC/rrX/+qHTt2qLW1VW1tbUm3tDUMQ1u2bOmnKnvX0NCgk08+OeF7Rvft26fzzz9ff/nLX+LvJkyYoF27dh0Run7Rww8/rO9///vx57y8PL3xxhuaMWNGt+PXrFmj7373u/Fnu92uxsZGTZs2LaE6+8t7772nk046Kf68adMmlZSUZLAiAAAAAEPZD9f8RTUNTUcd8xvHSs3L2ZDYgjc3SHlFaagMAAAgu/FvuQCGikFxAnXjxo265ZZb9NZbb3V5n2r2m2hw2V9mzpyZ1Pi8vDytXr1aJSUl8Z+5qalJb775pubOndvtnHA4rHvvvbfLu/vvv7/H8FSSrrrqKv3hD3/Q6tWrJcVOsN5999367//+76TqBQAAAIDBKhiJqrbRd9QxToVVaqsboIoAAAAAAAOt5+OLWeLBBx/UN77xDb311luyLKtLaGoYRtJfg9X06dN16qmndnn3/vvv9zj+xRdf1M6dO+PPU6ZM6bXlryTdfffdXf5zqq6uVktLSwoVAwAAAMDg4w+Eemzb28lttPTetreT3Yy15QUAAAAADBpZfQL1+eef1w9/+ENJh8LSzhA1JydHLpdLI0eOzHCVA2fq1Kn6v//7v/jzF+82Pdyzzz7b5XnhwoUJBchTp07V2WefrVdffVWSFIlE9MILL2j+/PmpFQ0AAAAAw1lxGXeaAgAAAMAgk9UB6o9+9CNJigenY8eO1S233KLy8nJNnz5ddntWl592wWCwy/OYMWN6HPv88893eb7gggsS3qe0tDQeoEpSTU0NASoAAACAIS0YicofCKm5Ndj74ETYzVh4Wr4qPesBAAAAAAZM1iaQb7/9trZt2xYPT0tKSrRu3TqNHz8+06VlhGVZevvtt7u8O7ylbyefz6fm5ub4s9Pp1KxZsxLe6xvf+EaX53feeSeJSgEAAABg8GgLR1XhrVdto6/X1r3e782Sx96qnAMjJW8PgxaulVyeWNteTp4CAAAAwKCUtQFqfX29pFhwaBiGHn300WEbnkrSo48+qt27d8efTzzxRH3ta1/rduzhd6OecMIJGjFiRMJ7zZgxo8vz1q1b1d7ePuxO/AIAAAAY+iq89appaDrqGFMhVTqqNOuJd2SL9nJC1eWR8orSWCEAAAAAYKDZMl1AT/x+f/z7iRMn6vTTT89gNZn1n//5n7rxxhvjzzabTQ888ECPd5pu2bKly3NhYWFS+7ndbpnmob+UDofD2rZtW1JrAAAAAEC2C0aiqm309Tqu0lGleTkbeg9PAQAAAABDQtYeKRw5cqSk2P2nHo8nw9X0rw8++EA7duyIP0ciEe3bt0+bNm3Ss88+q8bGxvhnI0aM0MMPP6zzzjuvx/U+/fTTLs+TJk1KuiaPx6OPPvqoy5rTpk1Leh0AAAAAyFb+QKjXtr1OhVVqqxugigAAAAAA2SBrA9QvhnUtLS0ZrKT/Pfjgg/r1r3991DGGYeiiiy7SL37xC33lK1856tgDBw50eT722GOTrunwOYevmapPP/20y+niRGzdujUtewMAAABAstxGi0wjkthguxm7+xQAAAAAMKhlbYA6Z84cOZ1OhUIhffTRR2ptbZXL5cp0WRlz+eWX60c/+lGv4al0ZNj5xXa8iTrmmGOOumaqHnzwQS1evDgtawEAAABAb4KRqPyBULefNbf23pJ3RE73V6d0q7hMciT/+xcAAAAAILtkbYDqcrn03e9+V48++qja29v1u9/9TjfddFOmy8qYJ598Uk8++aTmzp2rRx99VCeccEKPY4PBrv8IMGLEiKT3czqdXZ7b2tqSXgMAAAAAMqUtHFWFt161jb4j2vQ6FZbbiHU6mtRDPrrqqllyj3JqXMcY6b962cxuxsLT8lVpqBwAAAAAkGlZG6BK0tKlS1VTUyO/36+f/exnuvDCC48aHA5WK1as0IoVK+LPbW1t2rNnj+rr6/X73/9ea9asiQeYr7/+uk4//XTV1tbqtNNO63a9w0+chsPhpGsKhbr+hXYqp1gBAAAAIFMqvPWqaWjq8s5USJWOKpXa6npvy/tUApssXCu5PLG2vZw8BQAAAIAhI6sD1Pz8fD3zzDO66KKLtHfvXv3DP/yDVq9erbPPPjvTpfWrY445RpMmTdKkSZN08cUX6yc/+Ykuv/xyvfPOO5Kk/fv361vf+pY2bdqkMWPGHDE/Nze3y/PhJ1ITcfiJ08PXTNWNN96oyy+/PKk5W7du1be+9a207A8AAABg6AtGoqpt9B3xvtJRpXk5G9K3kcsj5RWlbz0AAAAAQFbI6gBVks444wz96U9/0mWXXabNmzfr3HPP1TnnnKPLLrtMs2bNktvtTul0pMfj6Ydq+8cJJ5yg2tpazZo1Szt37pQkffLJJ6qsrNTSpUuPGH942Pn5558nvefhc9IVoI4fP17jx49Py1oAAAAA0B1/INRt295SW12GKgIAAAAADCZZH6BK0owZM/TKK6/ovPPO0/vvv69XX31Vr776asrrGYah9vb29BU4AL70pS9p8eLFuu666+LvHn/88W4D1MMDyl27diW93+7du4+6JgAAAAAMJm6jpfe2vcmwm7HWvQAAAACAIWdQBKj333+/lixZos8//1yGYciyrEyXlBHf/va3df3118d//t27d+vjjz9WUVHXllHFxcVdnnfs2JHUPp9++mmXtr8jRozQ8ccfn2LVAAAAANB3wUhU/kAoobHNrclfY5K04jLuPQUAAACAISrrA9QFCxboiSeeiIeGhmEM2xB1zJgxGjt2rPbs2RN/19zcfESAeuKJJ3Z5/tvf/qZwOKwRI0YktM/777/f5Xnq1Kmy27P+fyoAAAAAhqC2cFQV3nrVNvqOaMvbHafCchstmmR0fV+gPd1PSJbdjIWn5avSsx4AAAAAIOtkdSr2q1/9SmvWrJGkeGhqWZbGjRunkpISjRs3TiNHjsxwlZnlcDiOeFdQUKCCggI1NzdLkkKhkOrq6jR79uyE1nzzzTe7PJ9yyil9LxQAAAAAUlDhrVdNQ1Ov40yFVOmoUqmtLvlWvQvXSi5PYmNz8zl5CgAAAABDXNYGqKFQSEuXLu0SnJ5zzjm69957deaZZ2a6vIwIBALau3dvl3f5+d3fuXPxxRfrt7/9bfy5trY24QC1tra2y/O8efOSrBQAAAAA+i4Yiaq20ZfQ2EpHleblbEhtI5dHyivqfRwAAAAAYFiwZbqAnrz66qvat2+fpNjp029/+9t6+eWXh214KknPP/98l9bFbrdbEyZM6HbspZde2uX5scceS6jt8d/+9je99tpr8WeHw6GysrIUKwYAAACA1PkDoYTb9pba6gagIgAAAADAcJC1AWrnPZyWZckwDK1cuVI2W9aW2+/a2tr0s5/9rMu7Sy65pMf/TC688EJNmjQp/rx9+3Y99thjve5z9913dwla//Ef/1GjR49OsWoAAAAA6H9uoyX5tr2d7GasLS8AAAAAAH+XtYlkKBSSFDt9esIJJ2jixIkZrig9br/9dr399ttJzdm7d68uvfRSffDBB/F3OTk5uvXWW3uc43Q69dOf/rTLu3/5l39RY2Njj3PWrFmj1atXd9lj8eLFSdUKAAAAAMkKRqLauffgEV/NrcH+37y4jDtNAQAAAABdZO0dqB6PJ/79mDFjMlhJer300kuqrKzU1772NV155ZU699xzVVJSIofD0WWcZVnasmWLqqurtXLlSn322WddPr/11lt18sknH3Wv66+/Xg888IDee+89SdK+ffs0d+5cLV++XFdddZXs9th//Xv37tXy5cv185//vMv873//+/ryl7/c1x8ZAAAAALrVFo6qwluv2kZfQq16v6h60WwVuGLBZ07rTunxJDe3m7HwtHxVkhMBAAAAAENd1gaoxx13XPx7v9+fwUr6x1tvvaW33npLkjRixAhNnDhRY8aM0YgRIxQIBLRz504FAoFu515zzTW67777et3D4XCourpac+bM0d69eyXFwtJrrrlGN910k6ZOnaq2tjZt27ZNkUjXdldf+9rXdP/99/fxpwQAAACAnlV461XT0JTQWKfCchst8eeJ8stj/P3kqLG354kL10ouz5Hvc/M5eQoAAAAA6FbWBqhnnnmmPB6Pdu/ere3bt2vXrl1d7vQcSsLhsLZt29brOJfLpWXLlmnRokUyDCOhtadPn65XXnlF5eXl+vjjj+PvDxw4oPr6+m7nnH/++aqurtYxxxyT2A8AAAAAAEkKRqKqbfT1Os5USJWOKpXa6rrec/p4ghu5PFJeUUo1AgAAAACGp6y9A9Vms+n666+PP//qV7/KYDXp88QTT+i+++7T+eefL5fL1et4wzA0c+ZMVVZWauvWrfrBD36QcHja6Stf+Yreffdd3XHHHcrLy+tx3LRp0/TII4/opZdeGlJtkwEAAABkH38glFDb3kpHleblbOgangIAAAAA0I8My7KsTBfRk2AwqDPOOEMNDQ2y2+2qrq5WeXl5pstKm46ODn344YfaunWrduzYodbWVkUiEY0aNUqjR4/WlClTNGvWrISC1kRFIhFt3LhRmzZt0p49e5STk6MJEyZo1qxZvd6pminvvfeeTjrppPjzpk2bVFJSksGKAAAAAPTVzr0HNfff/njUMU6FVe/8576Fpzc3cAIVAABggPBvuQCGiqxt4StJpmlq7dq1Kisr0zvvvKPLL79cd9xxhyoqKpSbm5vp8vrMZrOpuLhYxcXFA7anw+HQnDlzNGfOnAHbEwAAAMDwEIxE5Q+EEhrb3BrsdYzbaOlbeGo3Y3edAgAAAACQhKwOUNesWSNJuvHGG/Xzn/9c27dv17333qsVK1bowgsv1Kmnniq32y3TNJNe+6qrrkp3uQAAAAAwLLWFo6rw1qu20ZdQW97eVC+arQKXqZzWnYnfddqd4jLJkfzviwAAAACA4S2rA9QFCxZ0ue/TMAxZlqVAIKCnnnpKTz31VMprE6ACAAAAQHpUeOtV09CUtvUKRkqFhl8y9qa2gN2Mhaflq9JWEwAAAABg+MjqALWTZVnxIPWLgWrnZ4nqDGAPXwMAAAAAkJpgJKraRl9a1jIVUqWjShOrrpOivbT4XbhWcnm6/yw3n5OnAAAAAICUZX2A2hmQJhOU9rYWAAAAACA9/IFQWtr2SlKlo0rzcjZI0QQGuzxSXlFa9gUAAAAA4IuyOkB95JFHMl0CAAAAAGAAOBVWqa0u02UAAAAAAJDdAer111+f6RIAAAAAAANgor1VphFJbLDdjLXpBQAAAACgH2R1gAoAAAAAyE7BSFT+QEjNrT3fVVq9aLYKXIndRTo+6pNWJbh5cRl3nAIAAAAA+g0BKgAAAAAgYW3hqCq89apt9PV692mBy1Th2JGJLbzP1vsYuxkLT8sTTVoBAAAAAEgeASoAAAAAIGEV3nrVNDQlNrg9KO3zJza2dXfPny1cK7k8sba9nDwFAAAAAPQzAlQAAAAAQEKCkahqG329jjMVUqWjShOrrpOiPbf4TZjLI+UV9X0dAAAAAAASQIAKAAAAAEiIPxDqtW2vJFU6qjQvZ4MUHYCiAAAAAABIs6wOUHfvPkoLpz7yeDz9tjYAAAAADFdOhVVqq8t0GQAAAAAApCyrA9RJkybJMIy0r2sYhtrb29O+LgAAAAAMdxPtrTKNSPoWtJuxu08BAAAAABggWR2gdrIsK9MlAAAAAACOonrRbBW4TI2P+qRVaVy4uExymGlcEAAAAACAoxsUAWoqDj+5SggLAAAAAOnjVFhuoyX+PFF+eQxTOticng3sZiw8LU9nGgsAAAAAQO+yOkC96qqrkm7he/DgQfn9fv31r3/V559/LikWph5//PGaPXt2f5QJAAAAAMOGqZAqHVUqtdV1bdX7eAKTF66VXJ7ENsrN5+QpAAAAACAjsjpAXb16dcpzOzo69L//+79avHix3nnnHW3fvl3f/e53tXjx4jRWCAAAAADDS6WjSvNyNqQ22eWR8orSWxAAAAAAAGlmy3QB/cVms6m8vFwbN27UggUL1NHRoXvvvVc//elPM10aAAAAAAxO7UGV2uoyXQUAAAAAAP1qyAaonRwOhx577DGdfvrpsixLy5Yt07p16zJdFgAAAABkpWAkqp17D3b7tde3q2vb3mTYzVhbXgAAAAAAslxWt/BNl5ycHN1zzz266KKLJEk/+clP9Pbbb2e4KgAAAADIHm3hqCq89apt9CnU3tHtmEmGX284U9yguIw7TQEAAAAAg8KwCFAl6bzzztOoUaMUCAT0l7/8RVu2bFFxcXGmywIAAACArFDhrVdNQ5OcCmuS0dLtmALtSX5huxkLT8tX9bFCAAAAAAAGxrAJUHNyclRUVKRNmzZJkjZu3EiACgAAAACKte19vXGHfuN4SKW2upTa9Poue0b5E48/8oPcfE6eAgAAAAAGlWEToEqSaR76pb2pqSmDlQAAAABA9vAHQrrXeEjzcjakvMaY/ClSXlH6igIAAAAAIENsmS5gIO3YsSP+vd0+rLJjAAAAAOhZe1Cltro+LeG0D6tfLwEAAAAAQ9iwSRFff/11ffrpp/Hn8ePHZ7AaAAAAAOhfwUhU/kAoobF7fbtUmELb3k6W3ZSRm5/yfAAAAAAAssmwCFD37dunG2+8UYZhyLIsSdLpp5+e4aoAAAAAIP3awlFVeOtV2+hTqL0joTmTDL/ecKa+p1Fcxj2nAAAAAIAhY0j3WAoEAnrsscd0yimnqLGxUZJkGIamT5+uE088McPVAQAAAED6VXjrVdPQlHB42id2Uyr5jlS+qv/3AgAAAABggGT1CdQLLrggpXltbW3y+Xzatm2bOjo6ZFlW/PSpYRhatmxZmisFAAAAgMwLRqKqbfQlNcepsCYZ/h4/9132jPInHt/9h7n5nDwFAAAAAAw5WR2gvvzyyzIMI6W5na16JXVp3XvXXXfpkksuSUt9AAAAAJBN/IFQwidPTYVU6ahSqa1O5lHuPx2TP0XKK0pThQAAAAAAZL+sDlD7ojN4tSxLlmWpoKBAK1as0BVXXJHhygAAAAAg8yodVZqXs6HXcU77kL75BQAAAACAI2R9gPrFk6SJcjgcGjVqlIqKijRr1iyVlZVp3rx5stuz/scFAAAAgKQFI1H5AyE1twYTGu9UWKW2un6uCgAAAACAwSmrE8VIpOc2Uj0xDEM2G38hDQAAAGDoawtHVeGtV22jr9fWvdWLZqvAFbuvNKd1p8zHE/h9y27G7jkFAAAAAGAYyeoANScnJ9MlPEfdegAAIABJREFUAAAAAEDWqvDWq6ahKaGxBS5ThWNHxh4MM7ENisskR4JjAQAAAAAYIrI6QAUAAAAAdC8Yiaq20Scp1pLXbbQcdXxO685DwWnr7qMvbjdj4Wn5qnSUCgAAAADAoEKACgAAAACDkD8QktHept84qlRqq5Np9NKS9/EEF76mRpp0OidPAQAAAADDFgEqAAAAAAxSlY4qzcvZkN5Fx0wmPAUAAAAADGu2TBcAAAAAAEhOMBLVJ5/tV6mtLtOlAAAAAAAw5GR1gLpp0yZ9+ctfjn+tX78+pXVee+21+BrFxcX68MMP01wpAAAAAPS/tnBUP1zzF31l8Uv6l8de6r1tb7LsppSbn941AQAAAAAYZLI6QH3ooYe0detWbd26VXa7XWeddVZK65x11lmy2WzxtR5++OE0VwoAAAAA/a/CW6+ahiaF2jv6Z4PiMtr3AgAAAACGvawOUJ955hlJkmEYuvrqq1NexzAM/dM//ZMkybIsPf3002mpDwAAAAAGSjASVW2jr38Wt5tSyXek8lX9sz4AAAAAAIOIPdMF9GTz5s1qamqKP1966aV9Wq+8vFx33nmnJGn79u3avn27pkyZ0qc1AQAAAKDfRYLSAZ/2tgTljvokI/a6QHt6nBL6pxfkzJuU+B65+Zw8BQAAAADg77I2QH3vvffi3+fm5qqkpKRP682YMUO5ubk6cOCAJOndd98lQAUAAACQvcIHpWdvkra8ILUH5ZH0hjOxqc68SVJeUb+WBwAAAADAUJW1LXw/+eQTSbH2u4WFhX1ezzAMTZ48Of68Y8eOPq8JAAAAAOkUjES1c+9B7dx7UAerF0nvPS21BzNdFgAAAAAAw0rWnkDtPCkqSaNGjUrLml9cJxAIpGVNAAAAAOirtnBUFd561Tb6FGrvkFNh1TtfiLfrBQAAAAAAAydrA9Tc3Nz49/v370/Lmi0tLfHvR4wYkZY1AQAAAKCvKrz1qmloij+7jRaZRiS1xexm7E5TAAAAAACQkqxt4et2uyVJlmVp165dam9v79N6kUikS9vezvUBAAAAIJOCkahqG33pW7C4THKY6VsPAAAAAIBhJmtPoE6dOjX+/cGDB7V+/Xqde+65Ka+3fv16HTx4MP5cVFTUp/oAAAAAoE8iQemAT3tbgnJHfV3a9RZoT/Lr2c1YeFq+Kn01AgAAAAAwDGVtgHraaadp9OjRam1tlSQtW7asTwHqsmXL4t+PHDlSs2fP7nONAAAAAJC08EHp2ZukLS9I7UF5JL3hTHz6ZaG71Kxx8edzTxyvJZeWxNr2cvIUAAAAAIA+y9oWvjabTRdddJEsy5JlWVq3bp1WrlyZ0lorV67UunXrZBiGDMPQhRdeKIfDkeaKAQAAAKBnwUhUO/ce1MHqRdJ7T0vtwZTWadY47bLc8ufk65STZ+qO+RdKeUWEpwAAAAAApEnWnkCVpDvvvFNPPvmkpNhdqLfddpv279+vO++8UzZb79lvR0eH7rnnHt1zzz0yDEOWZclms+nOO+/s79IBAAAAQJLUFo6qwlsfu+e0Pah65wtd2vUm68nvz1bUVSj3KKdMR076CgUAAAAAAJKy+ASqJJWUlOh73/ueLMuSYRjq6OjQ4sWLNWPGDP3mN7/R1q1bu523detWrVy5UjNmzNCSJUvU0dEhSTIMQ9dee61OOeWUgfwxAAAAAAxjFd561TQ0KdTeIbfRItOIpL6Y3ZRnYpEKx44kPAUAAAAAoJ9k9QlUSXrggQf03nvv6U9/+lP8FOkHH3ygW265RbfccotcLpfcbrdyc3N14MAB+f3++L2plmVJUnze3Llz9dBDD2XyxwEAAAAwjAQj0djJ03QpLqNVLwAAAAAA/SzrA1SHw6Hnn39eV199tWpqamQYsV5XneFoS0uLWlpaup37xbHf+ta39Pjjj3P3KQAAAIAB4w+EFGqPdcRxKqxJhj+1hexmLDwtX5XG6gAAAAAAQHeyPkCVpNGjR+u5557TqlWrtGzZMn3yySeSDgWk3bEsS5ZlqbCwUD/96U91ww03DFS5AAAAABBnKqRKR5VKbXVHbd97WeguNWtc/PncE8dryaUlsYfcfE6eAgAAAAAwQAZFgNrppptu0g033CCv16uXXnpJr7/+urZv3x6/41SSbDabjj/+eM2dO1cXXXSRvvOd7ygnh7uBAAAAACQvGInKHwilPL+5NahKR5Xm5WzofazGaZflltNuU+mMfN1x2VekEfwuAwAAAADAQBtUAaoUa+k7f/58zZ8/X1LspOn+/fsVCAQ0atQojRkz5qgnUwEAAACgN23hqCq89apt9MVb8KbCqbDqnXUJjX3y+7MVdRXKPcop00FwCgAAAABApgy6APVwhmEoLy9PeXl5mS4FAAAAwBBR4a1XTUNTn9dxGy1HbdsbZzflmVhEm14AAAAAALKALdMFAAAAAEA2CUaiqm30DeymxWWEpwAAAAAAZIlBfwIVAAAAANLJHwj1qW1vUuxmLDwtXzUw+wEAAAAAgF4RoAIAAABAEpwKy220JDS2QHt6/vCaGmnS6Zw8BQAAAAAgy2QkQN2zZ4/GjRuXia17lI01AQAAAOgfwUhU/kCo28+aW4PdvjcVUqWjSqW2usTuNe3NmMmEpwAAAAAAZKGMBKhTp05VRUWFbr31Vo0cOTITJcQdPHhQv/zlL/XLX/5S+/fvz2gtAAAAAPpXWziqCm+9aht9SbfprXRUaV7Ohn6qDAAAAAAAZAtbJjZtbW3VXXfdpaKiIi1evFh79hylrVU/2bNnj+6++24VFRXp7rvvViAQGPAaAAAAAAysCm+9ahqakg5PnQqr1FbXT1UBAAAAAIBskpEAtdOePXu0ZMkSTZ48Wddee63eeOONft/z9ddf1zXXXKPJkyfrnnvu0d69e2VZVr/vCwAAACCzgpGoaht9Kc11Gy3padvbyW5KufnpWw8AAAAAAKRNRgLUP/7xjyopKZEkWZaltrY2/e53v9PZZ5+t448/Xj/+8Y+1fv16RSJ9/weKSCSi9evX67bbbtNxxx2nc845R6tXr1ZbW5ssy5JlWTr55JP1yiuv9HkvAAAAANnLHwglffK03xSXcf8pAAAAAABZKiN3oJ599tl65513VFVVpaVLl2r37t2SYmHq9u3btWLFCq1YsUKmaerrX/+6TjvtNJ100kkqLi7WpEmTVFBQoJycnC5rRqNRNTU1adeuXdqyZYveffdd1dXV6a233lIwGIyv/0Uej0d33nmnbrjhBtlsGT2MCwAAACDDnArLbbR0+1mB0nTtiN2Mhaflq9KzHgAAAAAASLuMBKiSZLPZ9IMf/EDXXXedHnzwQS1fvly7du2Kf955MvW1117Ta6+9dsR8p9OpY445RpZlKRgMKhQKdbtPZ2hqGEb83aRJk/TjH/9YixYtktPpTPNPBgAAAGCgBCNR+QPd/y5wuObWYLfvTYVU6ahSqa0utTa9C9dKLk9iY3PzOXkKAAAAAECWy1iA2snpdOrWW2/Vj370I3m9Xj300EN6/fXXjxh3+OnRYDAYP1nanS8Gpp3OOuss/eAHP9Bll112xAlWAAAAAINHWziqCm+9aht9fW7LW+mo0rycDakv4PJIeUV9qgEAAAAAAGSPjAeonXJycnTllVfqyiuv1M6dO/XEE0+opqZGGzZsUHt7e5ex3YWjUteQ1bIs2e12nXHGGbr44os1f/58TZ48uV9/BgAAAAADo8Jbr5qGpj6v41RYpba6NFQEAAAAAACGiqwJUL+osLBQt99+u26//XYFAgH9+c9/Vl1dnRoaGrRt2zbt3LlTLS0tamtrkyQdc8wxGjNmjAoLCzVlyhTNnDlTp556qmbPnq1Ro0Zl+KcBAAAAkE7BSFS1jb60rOU2WlJr29vJbsba8gIAAAAAgCEjKwPULxo1apQuuOACXXDBBZkuBQAAAEAW8AdCfW7bmzbFZdxpCgAAAADAEJP1ASoAAAAAZB27GQtPy1dluhIAAAAAAJBmBKgAAAAAslIwEpU/EDrifXNrMOm1nArLbbR0eTcix9AlxxnSzh4mLVwruTzdf5abz8lTAAAAAACGKAJUAAAAAFmlLRxVhbdetY2+pFv1Vi+arQLXoWDTiBzU2Jdvk/nRi7JFuwleewpPpVh4mleU1P4AAAAAAGDwI0AFAAAAkFUqvPWqaWhKaW6By1Th2JGHXlTfJH34bJoqAwAAAAAAw4Et0wUAAAAAQKdgJKraRl96FosEpS0vpGctAAAAAAAwbBCgAgAAAMga/kAo6ba9nZx2m9yjnIdeHPBJ7cnflypJspuxe04BAAAAAMCwQ4AKAAAAYEgonZEv05GTnsWKyySH2fs4AAAAAAAw5HAHKgAAAIABFYxE5Q+Euv2suTW5E6NOhTXR3qo509z6f+fnSfs+PvRh6+7ki7ObsfC0fFXycwEAAAAAwJBAgAoAAABgQLSFo6rw1qu20ZdSm97qRbNV4IqdCjUiBzX25dtkfvSibNGgtE3Sg0kstnCt5PIc+T43n5OnAAAAAAAMcwSoAAAAAAZEhbdeNQ1NKc8vcJkqHDsy9lB9k/Ths6kX4/JIeUWpzwcAAAAAAEMWd6ACAAAA6HfBSFS1jb70LBYJSlteSM9aAAAAAAAAhyFABQAAANDv/IFQSm17OzntNrlHOWMPB3xSe3J3pXZhN2OtegEAAAAAALpBgAoAAAAg65XOyJfpyEnPYsVl3HMKAAAAAAB6xB2oAAAAANImGInKHwgd8b659egnRp0Ky220HPF+RI6hOdPc+n/n50n7Po69bN2dWnF2Mxaelq9KbT4AAAAAABgWCFABAAAA9FlbOKoKb71qG31Jteo1FdKbJz6lvJ0vyxbtIWTdJunBBBdcuFZyebr/LDefk6cAAAAAAKBXBKgAAAAA+qzCW6+ahqak51U6qjRu+4b0FeLySHlF6VsPAAAAAAAMO1kdoO7efag1l9vtlsPhSHmtSCQiv98ff/Z4evirdAAAAABJCUaiqm30JT3PqbBKbXX9UBEAAAAAAEDqbJku4GgmTZqkwsJCFRYW6vXXX+/TWuvXr4+vNXny5DRVCAAAAMAfCCXVtreT22iRaUTSV4jdjLXpBQAAAAAA6IOsPoEqSZZlyTCMtK0FAAAAYIgqLuOOUwAAAAAA0GdZH6CmKzwFAAAAkLpgJCp/INTtZ82twaTXc9ptOnfaeGlbXytT7ORpcZlUvioNiwEAAAAAgOEu6wNUAAAAAJnTFo6qwluv2kZfSm16vd+bJY+99Yj3444dIefB5p4D1IVrJZcnsU1y8zl5CgAAAAAA0mbYBKjB4KG/ijdN/nEFAAAASESFt141DU1JzzMVUqWjSrOeeEe2aPInVOXySHlFyc8DAAAAAADoo2EToH700Ufx710uVwYrAQAAAAaHYCSq2kZfSnMrHVWal7NBiqa5KAAAAAAAgH5my3QBA6Gjo0O/+93vJMXuVJ02bVqGKwIAAACynz8QSqltr1Nhldrq+qEiAAAAAACA/pfxE6hr1qxJaNy6devU3Nyc8LqWZengwYPatm2bnn32WW3evDn+2de//vWk6wQAAACQGLfRItOIpL6A3YzdawoAAAAAAJABGQ9QFyxYIMMwevzcsixJ0rJly1Lew7Ks+B6GYejqq69OeS0AAABgqAlGovIHQke8b25N4e5SSSNyev7/9wkpLpMcZt/WAAAAAAAASFHGA9ROnUFpqp/3xDAMGYYRn3/bbbdp5syZKa0FAAAADCVt4agqvPWqbfQl3aq3etFsFbi6CTnbg8pvfVdanUJBdjMWnpavSmEyAAAAAABAemRFgJpqOJrM2iUlJfrxj3+sa6+9tt/2AgAAAAaTCm+9ahqaUppb4DJVOHbkoRfhg9KzN0lbXpDaj3JydeFayeXp/rPcfE6eAgAAAACAjMt4gPrII490+96yLN1www3x1ru33nqrpk+fnvC6NptNxx57rMaOHauSkhJNmDAhLfUCAAAAQ0EwElVtoy99Cz57k/Te072Pc3mkvKL07QsAAAAAAJBmGQ9Qr7/++h4/u+GGG+Lfl5WV6dxzzx2IkgAAAIAhzx8IJd22t5PTbpN7lPPQi0gwdvIUAAAAAABgCMh4gNqb/mzvCwAAACB5pTPyZTpyDr044Dt6295OdjPWphcAAAAAACCLZXWA+uGHH8a/nzhxYgYrAQAAAIaGYCQqfyCk5tYEAs/DOO02lc7IV+VlX0lt8+Iy7jgFAAAAAABZL6sD1KlTp2a6BAAAAGBIaAtHVeGtV22jr9fWvdWLZqvAdWTQ6R7l7HryNFF2Mxaelq9Kfi4AAAAAAMAAy+oAFQAAAEB6VHjrVdPQlNDYApepwlG2WGveLzrQw4TW3T0vdk2NNOl0Tp4CAAAAAIBBgwAVAAAAGOKCkahqG329D5RkKqRxf1gkbXsxsXtNezNmMuEpAAAAAAAYVAZlgBoKhbR79261tLSora1NlmUlvcaZZ57ZD5UBAAAA2ccfCPXatrfTL0c8rJEf/rmfKwIAAAAAAMhegyZA/eCDD/Tb3/5Wf/jDH7R582ZFo9GU1zIMQ+3t7WmsDgAAABj8nAqrNKdOSv7vEwEAAAAAAIaMrA9QI5GI7rjjDv36179WR0dHSqdNAQAAAByd027TldOcGrEtnL5F7aaUm5++9QAAAAAAAAZAVgeo0WhUV1xxhZ577rl4cGoYhiQRpAIAAGBYC0ai8gdCCY1tbu35LtPqRbNV4DLlHuWUeWCX9Ot0VSipuIz7TwEAAAAAwKCT1QHqAw88oGeffVaGYcgwDFmWJcuyNGPGDJ1yyikaP368jj322EyXCQAAAAyYtnBUFd561Tb6Er7X9IucCstttMSfJ8ovj2FKByS17k5PkXYzFp6Wr0rPegAAAAAAAAMoawPUjo4OLV26NB6cStL555+v5cuXq6SkJMPVAQAAAJlR4a1XTUNT0vNMhVTpqFKprU6mETn0weMJLrBwreTyJDY2N5+TpwAAAAAAYNDK2gB148aN+uyzz+KnT7/5zW/queeek81my3RpAAAAQEYEI1HVNvpSmlvpqNK8nA2pb+7ySHlFqc8HAAAAAAAYJLI2jWxsbJR06K7TFStWEJ4CAABgWPMHQim37S211fVDRQAAAAAAAENP1iaSfr8//v2UKVN0wgknZLAaAAAAYPByGy1d2/Ymy27G2vICAAAAAAAMA1nbwtfhcEiSDMPQ+PHjM1wNAAAAMDCCkaj8gVC3nzW3Bge4mr8rLuNOUwAAAAAAMGxkbYA6ZcqU+Pf79+/PXCEAAADAAGgLR1XhrVdtoy+lNr3Vi2arYKSUc9B/xGc5B0ZK3hSKspux8LR8VQqTAQAAAAAABqesDVDnzp0rm82mjo4Obd++XQcPHtTIkSMzXRYAAADQLyq89appaEpprqmQSt68RSO3vSi1J3lKdeFayeXp/rPcfE6eAgAAAACAYSdr70AdP368LrnkEklSOBzW008/neGKAAAAgP4RjERV2+hLeX6lo0ojP3w2+fBUioWneUXdfxGeAgAAAACAYShrT6BK0r/927/ppZdeUigU0p133qmysjKNHTs202WllWVZ2r59u959913t2rVL+/fvl9PpVF5enqZNm6bTTz9dppnef7gKBAJ688039cEHH6i1tVXHHHOMioqKdOaZZ8rj6eH0AQAAAPqNPxBKqW2vJDkVVqmtLs0VAQAAAAAADF9ZHaB++ctf1mOPPaYFCxZo586dKisr0+9//3tNmDAh06X1yb59+/TMM89o7dq1euWVV/TZZ5/1ONbhcOjiiy/WLbfcorPPPrtP+27btk133XWXnnzySYXD4SM+NwxDZ599thYvXqyzzjqrT3sBAABgYLiNFplGJLXJdjPWphcAAAAAAABxWdvCt9OVV16pp556SqNHj9bbb7+tk046SXfddZc2bdqU6dJSctNNN6mgoEDXXXednnzyyaOGp5IUiUT0zDPP6JxzztE111yj1tbWlPZ98sknddJJJ2n16tXdhqdS7DTsq6++qnPOOUc/+clPZFlWSnsBAACge8FIVDv3Hjziq7k1hda7kpx2m849cXzqBRWX0aYXAAAAAADgMFl/ArWTzWaTZVnat2+fli5dqqVLl8o0TY0bNy7pFreGYWjLli3pLjchGzdu7DbAzMnJ0YQJE5Sfn69IJKKPP/5YLS0tXcb813/9lzZv3qx169YpNzc34T2rq6s1f/58dXR0bQvndrtVWFioTz/9VJ988kk8MP3/7N19eNP1vf/x1zdNmwAlUiS0lpsOb64iuqMb3gwdXEPt5umG9XhEHXJE5nbGkd24o2E/dXNj6o6uc3iHZ503R928O0Qmxw5xQfESdSh2WzoJYzIBRdoYuWlT2tw05PdH1kh6m6Rpk6bPx3X1Wr6ffD6f77vOP7x48Xl/otGo7rzzTgWDQa1atSqN3xIAAABH6whF5HC65fJ4U27Vu2bZHJXZev/vXft4i6xte6V7UizIbI2FpzWrU1wIAAAAAACQ/3I6QN25c6cMw1A0GpVhGDIMQ5LiQV9HR4f27t2b8r5d+2TbhAkTtGjRIn35y1/W3LlzNX78+Ph3kUhEmzdv1i233KLNmzfHx9966y1dffXVcjqdSb3j73//u5YuXZoQnp522mlatWqV5s+fHx/bsWOHbrrpJq1duzY+dvfdd2vu3Lm65JJLBvNrAgAAjHoOp1v1jU1prS2zWTVtvElq8/b8sk1S676+Fy/dINl6ueO+uJSTpwAAAAAAAH3I6QC1S/fAczABaC60pf3Upz6lH/zgB1q0aJHGjBnT65yCggJ94Qtf0KZNm3TttdfqV7/6Vfy7Z599Vps2bUoIQPvywx/+UIcPH44/n3nmmdq4caNsNlvCvMrKSjmdTi1btizhXStWrNBFF10ks3lE/KsCAACQcwLhiFyeXsLPJFgV1LEvLJN2vSh1ptHm11YulVSk9W4AAAAAAIDRKqdTsfLy8pw5LZopK1euVFVVlYqKipKaX1BQoAceeEB//OMf9fbbb8fHH3rooQED1G3btumZZ56JPxcVFemxxx7rEZ52MQxD99xzjzZt2qR3331XUuwE6//8z//oG9/4RlL1AgAAIJHPH0y5bW+Xu4p+pbHv/iHDFQEAAAAAAKA/OR2gptOeN9d9+ctfTnlNQUGBVqxYocsuuyw+9uKLLw647pFHHklo3XvFFVfo5JNP7neN1WrV//t//0/XXHNNfOyhhx4iQAUAABhmFoVUVdAgZb+BCgAAAAAAwKhiynYBSM7cuXMTnvfv36/29vZ+1/zf//1fwvPRoWh/Lr/8co0bNy7+vHXrVu3b18/dWgAAAKNcIBzRBwfae/1pbk299a7FbNLlJ1tUFA2lX5TZGrvrFAAAAAAAACnJ6ROo+ERJSUmPsZaWFo0dO7bX+Tt27NDOnTvjz+PGjdM555yT1Lu65rpcLkmxe2N/97vfcQoVAACgm45QRA6nWy6PN602vWuWzVGZzdpj3D7eImvbXumeQRRXWS0V9twbAAAAAAAA/SNAHSE+/PDDHmPHHntsn/P//Oc/JzyfddZZMpuT/7/73HPPjQeove0HAAAAyeF0q76xKe31ZTarpk3s9hfiwgGpba/UmmYHELM1Fp7WrE67LgAAAAAAgNGMAHWE2Lx5c8JzRUWFioqK+py/ffv2hOdZs2al9L7u87vvBwAAMNoFwhG5PN7MbRhql9Ytl3aslzoHaPu7dINkK+/9u+JSTp4CAAAAAAAMwogPUDs6OtTS0qIjR47IbrersLAw2yUNiUceeSThubq6ut/5O3bsSHieNm1aSu/rPr/7fgAAAKOdzx9Mq21vF4vZJPt4yycD65ZL29Ymt9hWLpVUpP1uAAAAAAAA9G3EBaivvvqqnn32WW3evFl//etfFQwG49+5XC6dd955Pdb8+c9/Vnt7uyRpwoQJKZ/GzLb169fr1VdfTRi7+uqr+13z0UcfJTxPnTo1pXdOmTIl4dnn86W0vi8fffRRynsdfZcrAABAvqiaVSprYUHsIRyInTwFAAAAAABA1o2YAHXr1q269tpr9cc//jE+Fo1G458Nw+hz7W9+8xutWrVKknTMMceoqalJFoulz/m55MCBA/rmN7+ZMHbxxRfrrLPO6nddW1tbwvO4ceNSem/3+eFwWMFgcND/3B544AGtXLlyUHsAAABkWyAc0d6DHWmttZhNqppVqtpLT/tksM07cNveLmZrrE0vAAAAAAAAhsSICFDvv/9+XX/99ers7FQ0GpVhGPHw9OjPffnud7+re++9V52dnWppadHatWv11a9+dThKH5QjR45o8eLF2rt3b3zsmGOO0b333jvg2u4BqtWa2j1YY8aM6XXPkRI8AwAADIWOUEQOp1suj7ff9r1rls1Rma33//6yj7d8cvI0HZXV3HEKAAAAAAAwhEzZLmAgjz32mL7zne8oHA7Hx0wmk2bPnq1/+Zd/GTA8lWL3ec6fPz/+vG7duiGpNdMcDodeeOGFhLG6urqk7jMNBBJPMBQVFaX07t6C0o6O9E5ZAAAA5AuH0636xqYB7z4ts1k1bbxJ0wxfjx9r217p4J7En9Z9A7/cbJVOuUSqWZ2h3wYAAAAAAAC9yekTqO+//76WLVuW0J73e9/7nm688UZNmjRJUixM7a99b5d//dd/lcvlUjQa1UsvvTRkNWfKvffeq1/84hcJYytWrNDll1+e1PruJ05DoVBK7z/6btm+9kzHtddeq4ULF6a0ZufOnbr44osH/W4AAIDBCIQjcnm8A86zKqhjX1gm7Xox+ba8/Vm6QbKVx9r2cvIUAAAAAABgyOV0gHrLLbfEgzzDMPTrX/9aixYtSmuvuXPnxj8fOHBA7733no4//viM1JlpTz75pK677rqEsauvvlp33HFH0nsUFxcnPHc/kTqQ3k6bdt8zHZMnT9bkyZMGdeadAAAgAElEQVQHvQ8AAMBw8/mDA548laS7in6lse/+IXMvtpVLJRWZ2w8AAAAAAAD9ytkWvqFQSM8++6wMw5BhGPrGN76RdngqSZWVlQn3em7fvj0TZWZcfX29lixZktCa+JJLLtFDDz2U1EnbLt3DzsOHD6dUR/f5ZrM5IydQAQAA8plFIVUVNGS7DAAAAAAAAAxCzp5AfeONN+IhnmEYcjgcg9rPZDKpvLxcf//73yVJe/fuHXSNmbZp0yYtXLhQnZ2d8bGqqio99dRTKigoSGmv7qc8U/19P/zww4Rnu92e0noAAICRKBCOyOfveZWBJDW39t/Rw2I26fKTLCraldrVCf0yW2OtewEAAAAAADBscjZA3bVrV/zzlClTdMIJJwx6zwkTJsQ/t7a2Dnq/THrzzTd10UUXJbTaPeecc/Tb3/5WRUVFKe9XWVmZ8Pz++++ntL77/JkzZ6ZcAwAAwEjREYrI4XTL5fEm1aa3u6e+8Tl9ZvoEWdv2SvdksLDKau49BQAAAAAAGGY5G6D6fD5JsdOnxx13XMb3P3Ik9T8YGyqNjY3653/+Z7W1tcXHPvOZz2j9+vUaN25cWnt2Dzw9Hk9K67u3OCZABQAA+czhdKu+sSnt9VNLxshamFrHkH6ZrbHwtGZ15vYEAAAAAABAUnI2QD361GUolJk2aAcOHIh/PvbYYzOy52Dt2LFDVVVVOnjwYHzs5JNP1osvvqhjjjkm7X1PP/30hOetW7eqs7NTZnNy/5e//vrr/e4HAACQLwLhiFweb5/fWxSS3Wjpd4+C1g8kwyq17ut70tINkq08uaKKSzl5CgAAAAAAkCU5G6B23eEZjUZ73MeZjpaWFu3Zs0eGYUjKjTs99+zZowsuuEAfffRRfGzGjBlyuVyDrm/mzJk64YQT4ne+Hj58WG+88YbmzZs34NrDhw/rD3/4Q/zZMAx95StfGVQ9AAAAucrnD/batteqoGoL61RlapDVCPe/yaNJvMhWLpVUpFUjAAAAAAAAho8p2wX05eg7T/fv368dO3YMar8XX3xRR44cUTQalSSdeeaZg9pvsJqamnT++edr79698bEpU6bopZde0pQpUzLyjosuuijh+eGHH05q3TPPPJPQTviMM85QeXmSpyUAAADyRG1hnRYUbBk4PAUAAAAAAEBeydkA9cwzz1RJSUn8xOiDDz44qP3uuuuu+OeTTjopq4HggQMHVFVVFT8dKsVOxLpcLs2YMSNj7/na174W/+cnSU8//XSPu027CwQCuuOOOxLGrrnmmozVBAAAkC2BcEQfHGjv8dPcGugx16KQqkwNWagSAAAAAAAA2ZazLXxNJpNqamr06KOPSpJWr16tq666Sv/0T/+U8l4//elPtXXrVkmxdrSLFy/OZKkp8fv9uvDCC7Vt27b42IQJE/T73/9eJ598ckbfdeqpp+qyyy7TM888Iyl2l+ySJUu0ceNG2Wy2HvOj0aiuu+46vfvuu/Gx448/Xl/72tcyWhcAAMBw6ghF5HC65fJ4e23V2xu70ZLZk6dma+xeUwAAAAAAAOS8nA1QJemWW27Rk08+qXA4rGAwqC996Ut6/vnndcYZZyS1/siRI/rRj36kn/70pzIMQ9FoVMccc4y+853vDHHlfbvoooviYW6X//zP/9THH3+sjRs3prTX7NmzVVJS0u+c2267Tc8//7za29slSVu3btW8efN099136wtf+EJ83t/+9jfdeOONWrt2bcL6O+64Q4WFhSnVBQAAkEscTrfqG5uyW0RltVRozW4NAAAAAAAASEpOB6if+tSndNNNN+nHP/6xDMOQ1+vVnDlztHjxYv3bv/2bZs+eLSl2crIrID106JB27typl19+Wb/85S+1Z8+e+L2nhmFo1apVvZ6+HC6vvPJKj7Fbbrklrb02bdqUEIL25sQTT9TDDz+sRYsWxf85uN1uzZ8/X3a7XdOnT9dHH32kvXv3xr/v8u1vf1sLFy5MqzYAAIBcEAhH5PJ4+/zeopDsRkuP8TLtz0wBZmssPK1ZnZn9AAAAAAAAMORyOkCVYuHiu+++qyeeeEKGYSgSiejxxx/X448/njAvGo3qi1/8Yo8xSfFw9dvf/raWLFkybLXniiuuuELRaFTXXHONOjo64uM+n08+n6/XNTfccIN+9rOfDVeJAAAAQ8LnD/batteqoGoL61Rlaki9Ve/SDZKtPLm5xaWcPAUAAAAAABhhTNkuIBmPPfaYbrzxRhmGIcMwJMXC0a6Tp10/XWNHfyfFAtRbb71Vd999dzZ/jaz66le/qnfeeUeLFi3qtyXvvHnz9Morr6i2tjb+zw8AACDf1BbWaUHBlvTuObWVSyUVyf0QngIAAAAAAIw4OX8CVZJMJpNuv/12XXjhhVq5cqVefvnlXucdHa52/e/cuXN12223ae7cucNWb3+6t8kdTscff7yeeOIJ/fd//7dee+01vfvuu/L7/bJarZo+fbrOPfdcTZkyJWv1AQAAJCMQjsjnDyY1t7k10GPMopCqTA2ZLgsAAAAAAAB5YkQEqF3mzp2rjRs36p133tELL7ygzZs3a/v27dq/f79aWlo0ZswYTZo0STNmzND8+fN14YUX6qyzzsp22TnHZrOpuro622UAAACkpCMUkcPplsvj7bUtb7LsRkt6J0+l2J2mxaVpvxsAAAAAAAC5b0QFqF1OPfVUnXrqqXI4HNkuBQAAAMPE4XSrvrEpu0VUVtOWFwAAAAAAIM+NyAAVAAAAo0sgHJHL481eAWZrLDytWZ29GgAAAAAAADAsCFABAACQ83z+YJ9tey0KyW60JL1Xmfb3/eXSDZKtvOd4cSknTwEAAAAAAEYJAlQAAACMSFYFVVtYpypTQ/p3mnZnK5dKKjKzFwAAAAAAAEaknA9Q9+3bF/98zDHHaNy4cSnvcfjwYbW0fHIqoby8l1MFAAAAyDmBcEQ+f1DNrYEe39UW1mlBwZYsVAUAAAAAAIB8ltMB6osvvqjq6ur481tvvaXZs2envM/27dt19tlnx583bdqkefPmZaRGAAAAZF5HKCKH0y2Xx9tr616LQqoyNWShMgAAAAAAAOQ7U7YL6M+DDz6oaDSqaDSqL3zhC2mFp5J0xhlnaO7cufG9HnrooQxXCgAAgExyON2qb2zq895Tu9GSuba9XczW2F2nAAAAAAAAGNVyNkANh8P6/e9/L8MwZBiGvvrVrw5qv8WLF8c/r1+/XtFodLAlAgAAYAgEwhG5PN7hf3FltVRoHf73AgAAAAAAIKfkbIDqdrvV1tYWDzovvPDCQe139PqDBw9q27Ztg9oPAAAAQ8PnD/Z58lSKte+davgy90KzVTrlEqlmdeb2BAAAAAAAwIiVs3eg/vWvf41/njRpkqZOnTqo/aZOnSq73S6fL/aHbR6PR6eeeuqg9gQAAMDwsSqo2sI6VZka+m/fu3SDZCtPfuPiUk6eAgAAAAAAIC5nA9SuoNMwDB133HEZ2fO4446L79vc3JyRPQEAAJC6QDginz/Y63fNrYFex2sL67SgYMvAm9vKpZKKwZQHAAAAAACAUSxnA9SOjo74Z6s1MycCjt7n8OHDGdkTAAAAyesIReRwuuXyePtt09udRSFVmRqGsDIAAAAAAAAgJmcD1JKSkvjnjz/+OCN7Hr1PcXFxRvYEAABA8hxOt+obm1JeZzda+m/b28VsjbXkBQAAAAAAANJkynYBfbHb7ZKkaDSq999/X62trYPar6WlRXv27JFhGAn7AwAAYHgEwhG5PN6hfUllNfeZAgAAAAAAYFBy9gTqpz/9aUmxO1AjkYjq6+u1aNGitPd7/vnnFYlE4nvOnDkzI3UCAAAgCeGADny4R/aIVzJSX16m/f1PMFtj4WnN6vTqAwAAAAAAAP4hZwPUyspKTZ06VR9++KGi0ahWrlypyy67TGZz6iWHw2HdeuutMgxD0WhUkydP1umnnz4EVQMAACBBqF1at1zasV7lnQG9ZhmCdyypl6aeyclTAAAAAAAAZETOtvCVpMsvv1zRaFSGYWjnzp1asmRJWvssWbJE7777bnyvyy67LMOVAgAAjE6BcEQfHGjv86d9zTJp21qpMzB0RUyYTngKAAAAAACAjMnZE6iS9P3vf1+//OUv1d7ermg0qqefflper1cPP/ywKioqBly/e/duXXPNNXrllVfip0/HjBmjm266aRiqBwAAyF8doYgcTrdcHq+CnUd6nWNRSG7L+rRa9gIAAAAAAADZktMB6qRJk3TnnXfqW9/6VjwAffnll3XSSSfpK1/5iqqrq3XGGWdo8uTJKi4uVltbmz766CO9/fbbWr9+verr6xWJRBSNRiXF7j694447VFpamuXfDAAAYGRzON2qb2zqd47daJHVCA9tIWarVMx/2wEAAAAAACBzcjpAlaRrr71WHo9HDzzwgAwjdnyhs7NT69at07p16/pd29Wytyt8/fa3v61vfetbw1E2AABA3gqEI3J5vNkuI6aymva9AAAAAAAAyKicvgO1y/3336/a2loVFBTEQ1EpFpD29SMpHpyazWatWrVKd999dzZ/DQAAgLzg8wf7bNs7bMxW6ZRLpJrV2a0DAAAAAAAAeSfnT6B2uf7663XBBRfo9ttv19q1a3XkyCd/aNcVqEqKh6fRaFQFBQVauHChbrrpJp166qnDXjMAAEC+sygku9HS63dl2t/nukuDt6hZx0qSzps5WT+56JTUXlxcyslTAAAAAAAADIkRE6BK0mmnnab//d//1YcffqiNGzdq8+bN+vvf/64DBw7I7/dr/Pjxmjhxok466STNnTtXF1xwgY477rhslw0AADAiBcIR+fzBHuPNrQFZFVRtYZ2qTA1p3XParGPlKyhV1axS3XjpaVJRQSZKBgAAAAAAAAZtRAWoXaZMmaIlS5ZoyZIl2S4FAAAg73SEInI43XJ5vH226r2vsE4LCrak/Y7//eYcTZxyoqyFBKcAAAAAAADILSMyQAUAAMDQcTjdqm9s6vN7i0KqMjUM6h3lx1glwlMAAAAAAADkIFO2C+jLCy+8oLPOOiv+s2nTpmyXBAAAkPcC4YhcHm+/c+xGS1pte+PM1tgdpgAAAAAAAEAOytkTqO+8847efvttSdKYMWM0Z86cLFcEAACQ/3z+YJ9tezOmsloqtA7tOwAAAAAAAIA05WyAahhG/H+nT58uq5U/ZAMAABhOFoVkN1p6jJdpf3obmq2x8LRm9SArAwAAAAAAAIZOzgao5eXl8c/jx4/PYiUAAAD5JRCOyOcP9vpdc2tAVgVVW1inKlND6q16l26QbOW9f1dcyslTAAAAAAAA5LycDVArKirin5ubm7NYCQAAQH7oCEXkcLrl8nj7bdN7X2GdFhRsSe8ltnKppGLgeQAAAAAAAECOMmW7gL7MmTNHkydPVjQa1Ycffqhdu3ZluyQAAIARzeF0q76xqd/w1KKQqkwNw1gVAAAAAAAAkFtyNkA1mUy68sor48/33HNPFqsBAAAY2QLhiFwe74Dz7EZL6m17u5itsTa9AAAAAAAAwAiWswGqJN18880qKytTNBrVAw88oOeffz7bJQEAAIxIPn+w35OnGVFZzR2nAAAAAAAAGPFyOkCdOHGi6uvrNWnSJHV2dmrhwoX68Y9/rPb29myXBgAAgC5mq3TKJVLN6mxXAgAAAAAAAAyaOdsF9OeNN96QJN199926/vrr5fV6deutt2rVqlVasGCBzjrrLM2YMUM2m02FhYUp7X3OOecMRckAAABZFQhH5PMHe4w3twb6XWdRSHajRWXa3/ekpRskW3nP8eJSTp4CAAAAAAAgb+R0gPr5z39ehmHEnw3DUDQald/v11NPPaWnnnoqrX0Nw1BnZ2emygQAAMi6jlBEDqdbLo83pVa9VgX1+sxnVfLBRpki/YesspVLJRWDrBQAAAAAAADIbTkdoHaJRqPxIPXoQDUajWarJAAAgJzicLpV39iU8rrawjodu3vLEFQEAAAAAAAAjEw5H6B2haSEpQAAAL0LhCNyebwpr7MopCpTwxBUBAAAAAAAAIxcOR2g3nzzzdkuAQAAIOf5/MGU2vZ2sRstshrh5CabrbG7TgEAAAAAAIA8l9MB6q233prtEgAAACBJldVSoTXbVQAAAAAAAABDLqcDVAAAAMQEwhH5/MFev2tuDfS71qKQ7EZLwlhRgaGvzDCkDwZ4sdkaC09rVqdSLgAAAAAAADBiEaACAADksI5QRA6nWy6PN+U2vVYF9frMZ1XywUaZIr2ErP2Fp0s3SLbyWNteTp4CAAAAAABgFCFABQAAyGEOp1v1jU1pra0trNOxu7ek92JbuVRSkd5aAAAAAAAAYAQzZbsAAAAA9C4Qjsjl8aa11qKQqkwNGa4IAAAAAAAAyH8j9gRqY2Ojtm/frgMHDqilpUVHjhzR4sWLNX369GyXBgAAkBE+fzDltr1d7EaLrEY4vRebrbHWvQAAAAAAAMAoNKIC1HfeeUe/+MUv9Nxzz6mlpaXH95/73Od6DVB//vOf629/+5skafr06frBD34w5LUCAACMWJXV3HsKAAAAAACAUWtEBKjhcFg33HCD7r//fklSNBrtMccwjD7XT5o0SStWrJBhGDIMQ1dddRUnVQEAQM4IhCPy+YM9xptbA/HPFoVkN3r+BbLeFBUY+soMQ/ogxULM1lh4WrM6xYUAAAAAAABA/sj5ALWjo0NVVVX6wx/+oGg02iMoNQyj10D1aFdeeaVWrFihjz/+WJL0m9/8RjfddNOQ1QwAAJCMjlBEDqdbLo+3z1a9VgVVW1inKlNDai15+wtPl26QbOU9x4tLOXkKAAAAAACAUc+U7QIGcuWVV+qNN96IPxuGoQULFui+++7Tc889N2B4KkmFhYW6+OKL488bNmwYkloBAABS4XC6Vd/Y1O89p7WFdVpQsCX9+0x7YyuXSip6/hCeAgAAAAAAALl9AvV3v/udnnvuufip0xNOOEFOp1OnnXZawrz+2vd2ueiii/TQQw8pGo3qzTffVEdHh8aMGTMkdQMAAAwkEI7I5fH2O8eikKpMDcNUEQAAAAAAAAApx0+g3nrrrZJid55OnjxZr7zySo/wNFlnnnlm/HNnZ6e2b9+ekRoBAADS4fMH+z15Kkl2oyWzJ0+l2D2nxaWZ3RMAAAAAAADIIzkboHq9Xm3dulWGYcgwDP3kJz/RlClT0t6vtLRUdrs9/rxjx45MlAkAADCyVFbTqhcAAAAAAADoR8628H399dfj95sWFhZq0aJFg95z0qRJ8vl8kqSPP/540PsBAAD0JxCOyOcP9vpdc2tgeIsxW2Phac3q4X0vAAAAAAAAMMLkbIDq9cbuBDMMQyeeeKLGjRs36D1tNlv8c1tb26D3AwAA6E1HKCKH0y2Xxztgm14pdtep3WiJP69e9FnZx1tU0DZWcvaxaOkGyVaefFHFpZw8BQAAAAAAAJKQswHqoUOH4p+PDj4Ho729Pf7ZauUPEAEAwNBwON2qb2wacJ5VQdUW1qnK1JB41+mzSbzEVi6VVKRfJAAAAAAAAIBe5WyAWlJSEv/c2tqakT2bmj75g8xJkyZlZE8AAICjBcIRuTzepObWFtZpQcGWIa4IAAAAAAAAQCpM2S6gL5MnT5YkRaNRvffeewqHwwOs6N/OnTsT7j2dNm3aoPYDAADojc8fTLptb5WpYRgqAgAAAAAAAJCKnA1QzzjjjPjnUCikl19+eVD7Pfnkk/HPRUVF+tznPjeo/QAAAAbDbrQktu1Nhdkau9MUAAAAAAAAQMblbIA6ffp0nXzyyTIMQ5L0s5/9LO29vF6v7r33XhmGIcMwdO6553IHKgAAGLkqq6VC/lsGAAAAAAAAGAo5eweqJH3961/X9ddfL0l65ZVXdOedd+r73/9+Snu0tbVp4cKFOnDggCTJMAx997vfzXitAAAgfwTCEfn8wbTWNrcG+vxuzbI5KhsrFbT7VNA2VnKmuLnZGgtPa1anVRsAAAAAAACAgeV0gLp8+XLdc889+uCDDxSNRnXTTTdp3759uv3221VcXDzg+pdeeknf/e53tX379vhJ1tmzZ2vBggVDXToAABiBOkIROZxuuTzepO4xTYVVQZ3y+nUau+tFqbPvkFWStHSDZCvvOV5cyslTAAAAAAAAYIjldIBaVFSkp556Sueff76CwaCi0ajuv/9+Pfroo6qpqdHs2bMlSdFoVIZhaMOGDWpsbNTOnTv18ssva8eOHfHvotGoSkpK9NRTT2X5twIAALnK4XSrvrFpSPauLazT2He3JDfZVi6VVAxJHQAAAAAAAAD6l9MBqiTNmTNHTz75pBYtWqRgMNZKz+/364knntATTzwRnxeNRnXXXXclPEuKh6fjx4/XmjVrdMIJJwzvLwAAAEaEQDgil8c7JHtbFFKVqWFI9gYAAAAAAACQWaZsF5CMiy++WG+++aYqKyvjJ0q7GIYR/4lGownBadfYzJkz9eabb+q8887L1q8AAABynM8fzHjb3i52o0VWI5zcZLM11qoXAAAAAAAAQFaMiABVkj796U+rsbFRjz/+uD772c/Gw9Kjf7p0PVdWVurhhx/WX/7yF82cOTOL1QMAACSpspp7TgEAAAAAAIAsyvkWvkczm81avHixFi9eLJ/Pp82bN2v79u3av3+/Dh06pLFjx2rSpEmaMWOG5s+fr+nTp2e7ZAAAkOMC4Yh8/qCaWwNDsr/FbNJ5J02Wdg0w0WyNhac1q4ekDgAAAAAAAADJGVEB6tHsdrsuueSSbJcBAABGqI5QRA6nWy6Pd8DWvWuWzVGZrdup0M6ACtp9A77n2HFFsrQ39x2gLt0g2cpjbXs5eQoAAAAAAABk3YgNUAEAAAbD4XSrvrEpqbllNqumTRwbewi1S+uWSzvWS50ZOLVqK5dKKga/DwAAAAAAAICMIEAFAACjTiAckcvjTW/xuuXStrWZLQgAAAAAAABAzsi5ANXj8ej3v/+9/vKXv+jjjz9WZ2enjj32WM2YMUPnnXeePv/5z6ugoCDbZQIAgBHM5w8O2La3i8Vskn28JfYQDsROngIAAAAAAADIWzkToL7zzju6/vrrtXHjxj7n3HbbbZoxY4Zuv/12XX755cNYHQAAGK2qZpXKWviPv7zV5s1M294uZmvs7lMAAAAAAAAAOcOU7QIkacOGDTrnnHO0ceNGRaPR+E+Xo8fee+89LVq0SCtWrMhixQAAYCQKhCP64EC7mlsHDkEtZpO+8k/HqfbS04auoMpqqdA6dPsDAAAAAAAASFnWT6Du3LlTl156qdrb2yVJhmFIUo8QtWu867u77rpLJ554ov793/99eAsGAAAjTkcoIofTLZfHO2Dr3jXL5qhsrDTZaJHFbJIO75UO/+PL1n2ZKchsjYWnNaszsx8AAAAAAACAjMl6gPof//Efam9vTwhOTSaTTj/9dB1//PEqLCzUvn37tHXrVnV0dMgwDBmGoWg0qhtuuEGXXnqpJk6cmOXfAgAA5DKH0636xqYB51kV1CmvX6exu15MvVXv0g2SrTy5ucWlnDwFAAAAAAAAclRWA9Tt27frpZdeigeiknTllVfqjjvu0JQpUxLmdnR06N5779Utt9yizs5OSdLhw4f12GOP6Xvf+96w1w4AAEaGQDgil8eb1NzawjqNfXdLei+ylUslFemtBQAAAAAAAJAzsnoH6po1a+KfDcPQddddp1//+tc9wlNJGjNmjL7//e/L6XTG50vSs88+OzzFAgCAEcnnDw7YtleSLAqpytQwDBUBAAAAAAAAyGVZDVC3bt0qKda2d8qUKfrZz3424JoFCxbo8ssvj9+R+qc//UlHjgz8h6IAAAD9sRstshrh9BabrbG2vAAAAAAAAABGvKy38JVip0mvuOIKmc3JlXP11Vfr6aefliQFAgHt3r1bxx9//JDVCQAAcksgHJHPH0xqbnPrwHeZWswmnXfSZGlXmgVVVnOnKQAAAAAAAJAnshqgHjx4MP75s5/9bNLrZs+enfB86NChjNUEAAByV0coIofTLZfHm1Rb3u4sCslutMSfVy/6rOzjLTp2XJEs7c2pB6hmayw8rVmdci0AAAAAAAAAclNWA9SWlpb4XabHHnts0utKSkokfXIPqt/vz3xxAAAg5zicbtU3NqW8zqqgagvrVGVqSGzTm+xV6ks3SLbynuPFpZw8BQAAAAAAAPJMVgPUI0eOxEPQgoKCpNeZTIlXt0YikYzWBQAAck8gHJHL401rbW1hnRYUbEn/5bZyqaQi/fUAAAAAAAAARgzTwFMAAACyz+cPpt22t8rUMAQVAQAAAAAAAMhHBKgAACCv2Y2WxLa9qTJbY616AQAAAAAAAIwKWW3hCwAARrdAOCKfP5jU3ObWwBBX04fKau45BQAAAAAAAEaRnAlQ3W63zOb0ykln7bx589J6FwAAGLyOUEQOp1sujzettrzdrVk2R2W23kPOgtYPpEfT2NRsjYWnNasHVRsAAAAAAACAkSUnAtRoNKobbrghrXWSUl5rGIY6OztTfh8AAMgMh9Ot+samjO1XZrNq2sSxiYPhgNTmlYwDfS9cukGylff+XXEpJ08BAAAAAACAUSgnAlTDMOJhaCpruqS6FgAAZE8gHJHL4x26F4TapXXLpR3rpc4B2v7ayqWSiqGrBQAAAAAAAMCIkxMBqpQYiA7lWsJWAACyy+cPZqRtbxeL2ST7eMsnA+uWS9vWZmx/AAAAAAAAAKNLVgPU6dOnDyo4BQAAqJpVKmthQewhHIidPAUAAAAAAACANGU1QN29e3c2Xw8AANIQCEfk8wfTXt/cOkBb3SRZzCZVzSpV7aWnfTLY5h24bW8XszV2zykAAAAAAAAAHCVnWvgCAIDc1hGKyOF0y+XxZrQF79HWLJujMps1qbn28ZZPTp6mo7JaKkzuXQAAAAAAAABGDwJUAACQFPfyvywAACAASURBVIfTrfrGpiF9R5nNqmkTxyYOhgOxk6XdtfWyQeu+gV9itsbC05rVadUIAAAAAAAAIL8RoAIAgAEFwhG5PL2EmEMp1C6tWx670zTZtrz9WbpBspXH2vZy8hQAAAAAAABAHwhQAQDAgHz+4JC17e1iMZtkH2/5ZGDdcmnb2sy9wFYulVRkbj8AAAAAAAAAecmU7QIAAAAkqWpW6Sd3moYDsZOnAAAAAAAAADDMOIEKAAAkxdr0+vzBXr9rbs1AC90+WMwmVc0qVe2lp30y2ObNTNveLmZrrHUvAAAAAAAAAAyAABUAgFGuIxSRw+mWy+NNq03vmmVzVGZL/05R+3jLJydPh0plNfeeAgAAAAAAAEgKASoAAKOcw+lWfWNT2uvLbFZNmzg2vcXhgNS2t+d4676060lgtsbC05rVmdkPAAAAAAAAQN4jQAUAYBQLhCNyebzD/+JQu7Rueeye01Rb9S7dINnKk5tbXMrJUwAAAAAAAAApIUAFAGAU8/mDabXt7WIxm2Qfb0l94brl0ra16b3UVi6VVKS3FgAAAAAAAAAGYMp2AQAAYOSqmlWa+v2l4UDs5CkAAAAAAAAA5CBOoAIAMEoFwhHtPdiR1lqL2aSqWaWqvfS01Be3eVNv29vFbI215QUAAAAAAACAIUKACgDAKNMRisjhdMvl8fbbvnfNsjkqs/V+f6h9vCX1k6eZUFnNnaYAAAAAAAAAhhQBKgAAo4zD6VZ9Y9OA88psVk2bOHYYKkqC2RoLT2tWZ7sSAAAAAAAAAHmOABUAgFEkEI7I5fFmdtNwINaWN1mt+/r+bukGyVbec7y4lJOnAAAAAAAAAIYFASoAAKOIzx/st21vF4vZJPt4S/+TQu3SuuXSjvXp32nana1cKqnIzF4AAAAAAAAAkAYCVAAA0EPVrNKB7zhdt1zatnZ4CgIAAAAAAACAYUKACgDAKBAIR+TzB9Xc2v9JUYvZpKpZpaq99LT+NwwHYidPAQAAAAAAACDPEKACAJDHOkIROZxuuTzeAVv3PvWNz+kz0ycMfPJUit15mqm2vV3M1thdpwAAAAAAAACQRQSoAADkMYfTrfrGpqTmTi0Zk1x4OlQqq6VCa/beDwAAAAAAAAAiQAUAIG8FwhG5PN7MbxwOSIfez9x+ZmssPK1Znbk9AQAAAAAAACBNBKgAAOQpnz84YNveLhazSfbxlv4nhdqldctjd5/217536QbJVp58ocWlnDwFAAAAAAAAkDMIUAEAgKpmlQ7cvnfdcmnb2oE3s5VLJRWZKQwAAAAAAAAAhhkBKgAAI1ggHJHPH+z1u+bWfk6J/oPFbFLVrFLVXnpa/xPDgdjJUwAAAAAAAADIcwSoAACMQB2hiBxOt1web9Jteo+2Ztkcldmsso+3DHzyVJLavP237e1itsZa8gIAAAAAAADACEWACgDACORwulXf2JT2+jKbVdMmjs1gRf9QWc19pgAAAAAAAABGNAJUAABGmEA4IpfHm+0yEpmtsfC0ZnW2KwEAAAAAAACAQSFABQBghPH5g2m17e1iMZtkH2/p+UU4EGvV25vWfX1vuKRemnomJ08BAAAAAAAA5AUCVAAARpmqWaWJ956G2qV1y6Ud65O757S7CdMJTwEAAAAAAADkDQLUUSYQCOiNN97QX//6Vx08eFBFRUWaOnWqzj77bB1//PHZLg8AcJRAOCKfP9hjvLk1jZBTsZOnVbNKVXvpaYlfrFsubVub1p4AAAAAAAAAkG8IULPsww8/1FtvvaU333xTb731lt5++235/f749xUVFdq9e/eg3+Pz+bRy5Uo9+uijOnz4cK9zZs+erR/+8IeqqakZ9PsAAOnrCEXkcLrl8nhTbtW7Ztkcldl6Pw1qH29JPHkqxdr27lifbqkAAAAAAAAAkHcIULPg9ddf11133aU333xT+/b1c6dchrzyyitauHChPv74437nNTQ06OKLL9ZVV12lBx98UEVFRUNeGwCgJ4fTrfrGprTWltmsmjZxbPIL2rzpte3tYrZKxaXprwcAAAAAAACAHEOAmgVbt27Vb3/722F512uvvabq6mp1dHQkjE+YMEEzZszQwYMH9cEHHygSicS/e/zxx9XW1ian0ynDMIalTgBATCAckcvjzXYZyaus5v5TAAAAAAAAAHnFlO0CkKi4uDhjex08eFCXX355QnhaUVGh5557TgcOHNAf//hH7dq1S7t379Y3v/nNhLVr167VqlWrMlYLACA5Pn8w5ba9XSxmk+zjLbG2vAf3JPfTmmYnBLNVOuUSqWZ1eusBAAAAAAAAIEdxAjWLxo8fr9mzZ+vMM8/UWWedpTPPPFO7du3S/PnzM7J/bW1tQovgGTNm6LXXXlN5eXnCvKlTp+qXv/ylpk+frptvvjk+/pOf/ERLly5VSUlJRuoBAAyt6pnHyPrc12N3mg6mLW+XpRskW3nv3xWXcvIUAAAAAAAAQF4iQM2CBQsW6Itf/KJmzpwpkynxEPCuXbsy8g6fz6f77rsvYezBBx/sEZ4e7cYbb9SLL76oV199VZLU0tKin//857r99tszUhMAoG+BcEQ+f1DNrakHnxazSVWzSlVbcK+0LYMt4m3lUklF5vYDAAAAAAAAgBGAADULTjjhhCF/x9NPP622trb487x583T++ef3u8YwDP3oRz9KmPfII4/otttu4y5UABgiHaGIHE63XB7vgK171yybozJbz1Of9vEWWRWW7nxhqMoEAAAAAAAAgFGDO1Dz1Lp16xKer7nmmqTWzZ8/XzNmzIg/Nzc3a8uWLRmtDQDwCYfTrfrGpqTuPS2zWTVt4tgeP9bCAqnNm5m2vV3M1libXgAAAAAAAAAYZQhQ81BbW1u8DW+XL37xi0mtNQxDF1xwQcJYfX19xmoDAHwiEI7I5fFmu4zeVVZzxykAAAAAAACAUYkWvnlo27ZtCofD8ecZM2aorKws6fXnnnuuHnzwwfjzn//854zWBwCI8fmD/Z48tSgku9EiSSoqMDQ54pUO9vF3n1r3ZaYoszUWntaszsx+AAAAAAAAADDCEKDmoe3btyc8z5o1K6X13ed33w8AMLSsCqq2sE5VpgZZjU/+QozSzTSXbpBs5cnNLS7l5CkAAAAAAACAUY0ANQ/t2LEj4XnatGkpre8+f8+ePQoEArJa+QN1AEhHIByRzx/sMd7c2vudpbWFdVpQkMH7p23lUklF5vYDAAAAAAAAgDxGgJqHPvroo4TnqVOnprS+tLRUZrNZnZ2dkqQjR45o//79mjJlSkZq8/l8Ka3ZuXPnoN8LANnQEYrI4XTL5fH226r3aBaFVGVqGOLKAAAAAAAAAAB9IUDNQ21tbQnP48aNS2m9YRgaM2aM/H5/n3um64EHHtDKlSszshcA5DqH0636xqaU1tiNlsS2vYNltsba8gIAAAAAAAAAkmLKdgHIvO5hZzqtd8eMGdPvngCA/gXCEbk83myXIVVWc6cpAAAAAAAAAKSAE6h5KBBIvFOvqKgo5T0sFkvCc0dHx6BqAoDRxucPJt22d0iYrbHwtGZ19moAAAAAAAAAgBGIADUPdT9xGgqFUt4jGAz2u2e6rr32Wi1cuDClNTt37tTFF1+ckfcDQDZYFJLdaElqbpn29/3l0g2SrTy5lxaXcvIUAAAAAAAAANJAgJqHiouLE567n0hNRvcTp933TNfkyZM1efLkjOwFALkoEI7I5w+quTUgq4KqLaxTlakhM/ea2sqlkorB7wMAAAAAAAAA6BMBah7qHnYePnw4pfXRaHTIAlQAyFcdoYgcTrdcHm+8de99hXVaULAly5UBAAAAAAAAAFJBgJqHup/w3Lt3b0rrvV6vOjs7488mk0mTJk3KSG0AkK8cTrfqG5vizxaFVGVqyGJFAAAAAAAAAIB0mLJdADKvsrIy4fn9999PaX33+RUVFRm7AxUA8lEgHJHL400YsxstmWnb28Vsjd1rCgAAAAAAAAAYUgSoeWjmzJkJzx6PJ6X127dv73c/AEAinz8Yb9s7ZCqrpUL+MgsAAAAAAAAADDUC1Dx0yimnqLCwMP68e/duNTU19bMi0euvv57wfPrpp2esNgDIdxaFNNXwqUz7M7Oh2SqdcolUszoz+wEAAAAAAAAA+sUdqHlo/Pjxmjdvnl566aX4mMvl0lVXXTXg2mg0qo0bNyaMLViwIOM1AsBIFAhH5PMHe4w3twZkVVC1hXWqMjUM3Lp36QbJVp7cS4tLOXkKAAAAAAAAAMOIADVPXXTRRQkB6sMPP5xUgLpp0ybt2rUr/lxaWqqzzz57SGoEgJGiIxSRw+mWy+Pts1XvfYV1WlCwJbkNbeVSSUUGKwQAAAAAAAAAZAotfPPUFVdcoXHjxsWfX331Vb388sv9rolGo1q5cmXC2NKlS2Uy8a8JgNHN4XSrvrGpz/DUopCqTA3DXBUAAAAAAAAAYCiQjOWpyZMn61vf+lbC2Ne//nXt27evzzX/9V//pVdffTX+fMwxx8jhcAxZjQAwEgTCEbk83n7n2I2Wgdv2djFbY215AQAAAAAAAAA5iRa+WfL666+ro6Ojx7jb7U54DgQCPe4k7VJeXq5Zs2b1+Y4VK1boscceU3NzsyRp165dOuecc3TvvfdqwYIFMgxDkrR3717ddtttqqurS1h/8803a+LEiSn9XgCQb3z+YJ8nT9NSWc2dpgAAAAAAAACQwwhQs+TKK6/Unj17Bpzn9XpVVVXV63dLlizRo48+2ufaiRMn6plnntGXvvQlBQIBSdKePXtUU1OjCRMmaMaMGTp06JDef/99RSKRhLU1NTW64YYbkv+FAAD9M1tj4WnN6mxXAgAAAAAAAADoBwFqnps3b55+97vfaeHChTpw4EB8/NChQ/rTn/7U65pFixbpkUceiZ9QBYB8EghH5PMHk57f3BqIf7YoJLvR0mNOmfb3vcHSDZKtPNa2l5OnAAAAAAAAAJDzCFBHgfPOO08ej0crV67UY489pvb29l7nfeYzn9EPfvADXXLJJcNcIQAMvY5QRA6nWy6PN+WWvFYFVVtYpypTQ/J3nXaxlUslFamtAQAAAAAAAABkDQFqluzevXtY31daWqoHHnhAd911l9544w1t375dhw4dUlFRkaZMmaKzzz5bJ5544rDWBADDyeF0q76xKa21tYV1WlCwJcMVAQAAAAAAAAByEQHqKDNmzBidf/75Ov/887NdCgAMm0A4IpfHm9Zai0KqMjVkuCIAAAAAAAAAQK4yZbsAAACGms8fTLltbxe70ZJ6294uZmvs7lMAAAAAAAAAwIhBgAoAwFCprJYKrdmuAgAAAAAAAACQAlr4AgBGFYtCshstSc8v0/7UX2K2xsLTmtWprwUAAAAAAAAAZBUBKgAgbwTCEfn8wR7jza0BWRVUbWGdqkwN6bfk7W7pBslW3nO8uJSTpwAAAAAAAAAwQhGgAgBGvI5QRA6nWy6Pt8+7Tu8rrNOCgi2ZfbGtXCqpyOyeAAAAAAAAAICsIkAFAIx4Dqdb9Y1NfX5vUUhVpoZhrAgAAAAAAAAAMFKZsl0AAACDEQhH5PJ4+51jN1oy17a3i9kaa9ULAAAAAAAAAMgrBKgAgBHN5w/22bZ3SFVWc88pAAAAAAAAAOQhWvgCAPKGRSHZjZYe42Xan7mXmK2x8LRmdeb2BAAAAAAAAADkDAJUAEBWBcIR+fzBtNc3twZkVVC1hXWqMjWk3qp36QbJVp78/OJSTp4CAAAAAAAAQB4jQAUAZEVHKCKH0y2XxzvoFrz3FdZpQcGW9BbbyqWSikG9HwAAAAAAAACQPwhQAQBZ4XC6Vd/YNOh9LAqpytSQgYoAAAAAAAAAAJBM2S4AADD6BMIRuTzejOxlN1pSb9vbxWyNteQFAAAAAAAAAOAfCFABAMPO5w8Oum1vRlRWc58pAAAAAAAAACABLXwBAKOP2RoLT2tWZ7sSAAAAAAAAAECOIUAFAAybQDginz+o5tZASussCslutPT6XZn2971w6QbJVt5zvLiUk6cAAAAAAAAAgF4RoAIAhlxHKCKH0y2Xxztg6941y+aozBYLN41wuyZu/E9Z33tRpkhqoaukWHhaUpFOyQAAAAAAAACAUYoAFQAw5BxOt+obm5KaW2azatrEsbGHNculd9cNYWUAAAAAAAAAACQyZbsAAEB+C4Qjcnm8qS8MB6Qd6zNfEAAAAAAAAAAA/SBABQAMKZ8/OGDb3i4Ws0n28ZbYQ5tX6kyjbW8XszV21ykAAAAAAAAAACkgQAUA5IyqWaWyFhZkZrPKaqnQmpm9AAAAAAAAAACjBnegAgAyIhCOyOcP9hhvbv3kFKlFIdmNlh5zigoMff4ku266oEQ6uCc22LovvULM1lh4WrM6vfUAAAAAAAAAgFGNABUAMCgdoYgcTrdcHm+frXqtCqq2sE5VpgZZjXDvG+2S9ECSL126QbKV9/5dcSknTwEAAAAAAAAAaSNABQAMisPpVn1jU79zagvrtKBgS+ZeaiuXSioytx8AAAAAAAAAAP/AHagAgLQFwhG5PN5+51gUUpWpYZgqAgAAAAAAAABgcAhQAQBp8/mDfbbt7WI3Wvpu25sOszXWphcAAAAAAAAAgCFAgAoAGFkqq7njFACA/8/encdHVd57HP9mH5YEIgRoICwKoiCCbCouYBUVEIOogIoCYpVye9UuQb1tteKtVmOL2lKLWHFHMLIoKBoVxC1BEMISGkFkCZCFLQmBzITk3D+SzM2ZmSQzk8ksyef9euVVnzPnOc9vKIdzcn7n+T0AAAAAAKDJsAYqAKBeZeUVKiyxuvwsr7jMf4FEWqqSp8nz/TcmAAAAAAAAAKDFIYEKAHDptK1CKWlZSs/Ob7BMr1S11mlCWJG9Pf/2wUqIjVHEydZSWh2dZqyR4hLdC6htZ2aeAgAAAAAAAACaHAlUAIBLKWlZWrX1cIP7WWRVatQCjQ7fZF7r9D03BolLlOJ7eB8kAAAAAAAAAAA+RgIVAOCkrLxC6dn5bu2bGrVA4yMymjgiAAAAAAAAAAD8IzzQAQAAgk9hidXtsr2jwzf5ISIAAAAAAAAAAPyDBCoAwGsJYUXmsr2eiLRUrWsKAAAAAAAAAEAQoYQvALQQZeUVKiyxurVvXnFZE0cjqe9YKcrS9OMAAAAAAAAAAOABEqgA0MydtlUoJS1L6dn5bpflTQgrUrcw15/Pv32wEmJjJEkRJ1tLaR4GFGmpSp4mz/ewIwAAAAAAAAAATY8EKgA0cylpWVq19XCD+1lkVWrUAo0O31R/Wd733Bx4xhopLtF5e9vOzDwFAAAAAAAAAAQtEqgA0IyVlVcoPTvfrX1ToxZofESG7waPS5Tie/jueAAAAAAAAAAA+EF4oAMAADSdwhKr22V7R4dv8kNEAAAAAAAAAAAENxKoAAAlhBXVX7bXU5GWqlK9AAAAAAAAAACEGEr4AkAzUFZeocISq9P2vOKyAEQjqe9Y1jkFAAAAAAAAAIQkEqgAEMJO2yqUkpal9Ox8U6neGNmUEFYkSeoW5rrv/NsHKyE2RpIUcbK1lOaDgCItVcnT5Pk+OBgAAAAAAAAAAP5HAhUAQlhKWpZWbT1sb1tkVWrUAo0O39RwSd733BxkxhopLtG9fdt2ZuYpAAAAAAAAACCkkUAFgBBVVl6h9Ox807bUqAUaH5Hh24HiEqX4Hr49JgAAAAAAAAAAQSo80AEAALxTWGJ1Kts7OnxTACMCAAAAAAAAACD0kUAFgGYiIayo4bK9noq0VJXlBQAAAAAAAACghaCELwAEsbLyChWWWF1+lldc1vQB9B3LmqYAAAAAAAAAgBaFBCoABKHTtgqlpGUpPTvfVKbXbyItVcnT5Pn+HxsAAAAAAAAAgAAigQoAQSglLUurth52+VmMbEoIK3La3kVH6z7gjDVSXKL7AbTtzMxTAAAAAAAAAECLRAIVAIJMWXmF0rPznbZbZFVq1AKNDt/k+VqncYlSfA8fRQgAAAAAAAAAQPNFAhUAgkxhidVl2d7UqAUaH5ERgIgAAAAAAAAAAGg5wgMdAACgYTGyaXT4pkCHAQAAAAAAAABAs8cMVAAIkLLyChWWWJ225xWXOW1LCCvyvGxvjUhL1ZqmAAAAAAAAAACgQSRQAcDPTtsqlJKWpfTsfJelen2u71gpytL04wAAAAAAAAAA0AyQQAUAP0tJy9KqrYedtsfIpoSwIpd9uuio5wNFWqqSp8nzPe8LAAAAAAAAAEALRQIVAPyorLxC6dn5pm0WWZUatUCjwzd5V6Z3xhopLtF5e9vOzDwFAAAAAAAAAMBDJFABwI8KS6xOZXtToxZofESG9weNS5TiezQyMgAAAAAAAAAAIEnhgQ4AAFqyGNk0OnxToMMAAAAAAAAAAADVmIEKAD5WVl6hwhKry8/yistM7YSwIu/K9taItFSV6gUAAAAAAAAAAD5BAhUAfOS0rUIpaVlKz853KtPbZPqOZZ1TAAAAAAAAAAB8iAQqAPhISlqWVm097PKzGNmUEFbktL2Ljno3WKSlKnmaPN+7/gAAAAAAAAAAwCUSqADgA2XlFUrPznfabpFVqVELNDp8k+elemeskeISXX/WtjMzTwEAAAAAAAAAaAIkUAHABwpLrC7L9qZGLdD4iAzvDhqXKMX3aGRkAAAAAAAAAADAE+GBDgAAmqsY2TQ6fFOgwwAAAAAAAAAAAB5gBioAeKCsvEKFJVan7XnFZU7bEsKKPC/bWyPSUlWmFwAAAAAAAAAA+BUJVABww2lbhVLSspSene+yVK/P9R3LGqcAAAAAAAAAAAQACVQAcENKWpZWbT3c9ANFWqqSp8nzm34sAAAAAAAAAADghAQqADSgrLxC6dn5Lj+LkU0JYUUuP+uio3UfdMYaKS7ReXvbzsw8BQAAAAAAAAAggEigAkADCkusTmV7LbIqNWqBRodv8m6d07hEKb6HjyIEAAAAAAAAAAC+QgIVALyQGrVA4yMyAh0GAAAAAAAAAADwMRKoAKCqMr2FJVaXn+UVl5naMbJpdPgmf4QFAAAAAAAAAAD8jAQqgBbttK1CKWlZSs/OdyrTW5eEsCLvyvbWiLRUrXUKAAAAAAAAAACCDglUAC1aSlqWVm097N9B+46Voiz+HRMAAAAAAAAAALiFBCqAFqusvELp2fl1fh4jmxLCipy2d9FR7waMtFQlT5Pne9cfAAAAAAAAAAA0ORKoAFqswhKry7K9FlmVGrVAo8M3eV6qd8YaKS7R9WdtOzPzFAAAAAAAAACAIEcCFQAcpEYt0PiIDO86xyVK8T18GxAAAAAAAAAAAPAbEqgAmr2y8goVllidtucVlzlti5FNo8M3+SMsAAAAAAAAAAAQhEigAmi2TtsqlJKWpfTsfJelel1JCCvyvGxvjUhLVZleAAAAAAAAAAAQskigAmi2UtKytGrrYf8N2Hcsa5wCAAAAAAAAABDiSKACaJbKyiuUnp3vn8EiLVXJ0+T5/hkPAAAAAAAAAAA0GRKoAJqlwhKr22V7paq1TxPCitRFR+veacYaKS7ReXvbzsw8BQAAAAAAAACgmSCBCqBFs8iq1KgFGh2+qeG1T+MSpfge/gkMAAAAAAAAAAAEBAlUACGrrLxChSVWl5/lFZe5dYzUqAUaH5Hhy7AAAAAAAAAAAEAII4EKIOSctlUoJS1L6dn5HpXprfHurEvVJc4inSlT1wV3SxVNECQAAAAAAAAAAAhJJFABhJyUtCyt2nrY6/5d4ixKOqu1dLxQqnBvpqoiLVVrnQIAAAAAAAAAgGYtPNABAIAnysorlJ6d7/+B+46Voiz+HxcAAAAAAAAAAPgVM1ABhJTCEqtXZXtrxESGKyE2Riovk07sb7hDpKUqeZo83+sxAQAAAAAAAABA6CCBCqBFGXteO1lW3CPlfCidqad874w1UlxiVdleZp4CAAAAAAAAANBikEAFEJTKyitUWGJ12p5X7OaapQ5iIsM1ul9npUa8IO1Y3nCHuEQpvodXYwEAAAAAAAAAgNBFAhVAUDltq1BKWpbSs/M9LtX77qxL1SXO9WzRhNgYWVQuPf2RL8IEAAAAAAAAAADNFAlUAEElJS1Lq7Ye9qpvlziLks5qXfcOx3PrL9tbI9JSVboXAAAAAAAAAAC0OOGBDgAAapSVVyg9Oz/QYUh9x7LuKQAAAAAAAAAALRQzUAEEjcISq0dle2NkU0JYkSQpOiJMnSrypeP1vBdSfKj+A0ZaqpKnyfPdjgEAAAAAAAAAADQvJFABhByLrEqNWqDR4ZtkCSv//w8ak/ectkrqNoyZpwAAAAAAAAAAtHAkUAE0qbLyChWWWN3aN6/YjfVJJaVGLdD4iIzGhOWsfXeSpwAAAAAAAAAAgAQqgKZx2lahlLQspWfne1SWty7vzrpUXeIs0pkydV1wt1ThgyABAAAAAAAAAAAckEAF0CRS0rK0authnx2vS5xFSWe1lo4XShXuzVR1W6RFatvZt8cEAAAAAAAAAAAhKTzQAQBofsrKK5SenR/oMNzXdyzlewEAAAAAAAAAgCRmoAJoAoUlVp+U7a0RExmuhNgYnx3PLtJSlTxNnu/7YwMAAAAAAAAAgJBEAhVAUIqRTQlhRZKkn/fpJMvJ3KoPig/V3WnGGiku0f1B2nZm5ikAAAAAAAAAADAhgQrAK2XlFSossbr8LK/Y+zVKLbIqNWqBRodvkiWsvGrjT5Ked6NzXKIU38PrsQEAAAAAAAAAAEigAvDIaVuFUtKylJ6d71WZ3ndnXaoucXXP+uzw0Sy13pXRmBABAAAAAAAAAAC8RgIVgEdS0rK0authr/t3ibMo6azWrj8sL5N++tjrYwMAAAAAAAAAADRWeKADABA6ysorlJ6d33QDnMyXznhZ/jfSUrWmKQAAAAAAAAAAQCOQQAXgtsISq1dle2vERIYrITbGhxHV0nesFFV3F+P/7AAAIABJREFUaWAAAAAAAAAAAAB3UMIXgN+M7tdZFpVLx3Nd71B8yPODRlqqkqfJ8xsXHAAAAAAAAAAAgEigAvCDmMhwjT2vnVIjXpCe/si7Mr0z1khxic7b23Zm5ikAAAAAAAAAAPAZEqgAfOLdWZeqS5zrRGZCbIwsK+6Rdiz3foC4RCm+h/f9AQAAAAAAAAAA3EACFYBPdImzKOms1q4/LC+Tcj70b0AAAAAAAAAAAABeCA90AABagJP53pXtrRFpqSrVCwAAAAAAAAAA0MRIoAIIfn3Hss4pAAAAAAAAAADwC0r4AghekZaq5Gny/EBHAgAAAAAAAAAAWggSqAB8p7ysqlyvo+JDdfeZsUaKS3T9WdvOzDwFAAAAAAAAAAB+RQIVaOHKyitUWGJ1a9+8YtfrmFpkVYePZkk/fez5WqdxiVJ8D8/6AAAAAAAAAAAANBESqEALddpWoZS0LKVn58t6prJRx0qNWqDWuzJ8FBkAAAAAAAAAAEDgkEAFWqiUtCyt2nq40ceJkU2jwzf5ICIAAAAAAAAAAIDACw90AAD8r6y8QunZLtYq9UJCWJEsYeXedY60VK1zCgAAAAAAAAAAECRIoAItUGGJtdFle32i71gpyhLoKAAAAAAAAAAAAOwo4QvASYxsSggrcmvfLjrq+QCRlqrkafJ8z/sCAAAAAAAAAAA0IRKoQDNWVl6hwhKr0/a84jKX+1tkVWrUAo0O3+R9Wd7aZqyR4hKdt7ftzMxTAAAAAAAAAAAQlEigtlA//vijNmzYoNzcXNlsNsXHx+u8887TiBEjZLGQ2Ap1p20VSknLUnp2vkelelOjFmh8RIbvAolLlOJ7+O54AAAAAAAAAAAATYwEaguzYsUKPfHEE/r+++9dft62bVtNnz5djz32mDp27Ojn6OArKWlZWrX1sEd9YmTT6PBNTRQRAAAAAAAAAABAaAgPdADwD6vVqqlTp+qmm26qM3kqSSdPntQ//vEP9evXT+vXr/djhPCVsvIKpWfne9wvIazIN2V7a0Raqkr1AgAAAAAAAAAAhBASqC1AZWWlJk+erLfeesu0PSIiQr169dKgQYPUrl0702eFhYUaM2aMvv32W3+GCh8oLLF6VLa3yfQdyzqnAAAAAAAAAAAg5JBAbQFSU1O1cuVK07ZZs2Zp//792rNnjzZv3qxjx45p2bJl6t69u32fU6dOadKkSSoqKvJ3yGgiMbKpW1ihy58uOuqbQSItUv+JUvJ83xwPAAAAAAAAAADAj1gDtZk7evSo/vznP5u2PfXUU3r44YdN28LDw3XTTTdp+PDhuvzyy7V3715JUm5urv72t7/p8ccf91fI8FJZeYUKS6zKKy5z+swiq1KjFmh0+CbvyvTOWCPFJbq3b9vOzDwFAAAAAAAAAAAhiwRqM/fMM8+opKTE3r7yyiv10EMP1bl/165d9fLLL+uaa66xb5s3b57uv/9+dejQoUljhXdO2yqUkpal9Oz8Okv3pkYt0PiIDO8HiUuU4nt43x8AAAAAAAAAACBEUMK3GausrNSiRYtM2/70pz8pLCys3n5XX321rrjiCnu7pKRES5cubZIY0XgpaVlatfVwncnTGNk0OnyTn6MCAAAAAAAAAAAITSRQm7FvvvlGhYWF9vbZZ5+tUaNGudV35syZpvaKFSt8GRp8pKy8QunZ+fXukxBW5F3Z3hqRlqqyvAAAAAAAAAAAAC0ACdRmbPXq1ab26NGjG5x9Wnvf2tatW6fS0lKfxQbfKCyx1jnz1Gf6jmVNUwAAAAAAAAAA0GKQQG3GtmzZYmqPGDHC7b6JiYnq2bOnvW2z2ZSdne2r0BAKIi1S/4lS8vxARwIAAAAAAAAAAOA3kYEOAE1n586dpna/fv086t+vXz/t3bvXdLxhw4b5IjQ04Ey5TQUHf2pwv2MlVnULK6x3n+4Rx+v+cMYaKS7R9WdtOzPzFAAAAAAAAAAAtDgkUJup06dPa//+/aZtSUlJHh3Dcf+cnJxGxwX3FBz8SYmvDm9wv0RJX8U0YqC4RCm+RyMOAAAAAAAAAAAA0LyQQG2mjhw5IsMw7O2oqCh16tTJo2N07drV1C4oKGh0XAUFBSosrH/GpKPdu3c3elwAAAAAAAAAAADAHSRQm6mTJ0+a2q1bt1ZYWJhHx2jTpk29x/TGP//5Tz3++OONPg4AAAAAAAAAAADQFMIDHQCahmOy02LxfC3LVq1a1XtMhLhIS9U6pwAAAAAAAAAAALAjgdpMlZWVmdrR0dEeHyMmxry45unTpxsVE4JM37FSlOeJdQAAAAAAAAAAgOaMEr7NlOOMU5vN5vExrFZrvcf0xuzZs3Xrrbd61Gf37t2aMGFCo8dGtUhLVfI0eX6gIwEAAAAAAAAAAAg6JFCbqbZt25rajjNS3eE449TxmN7o1KmTOnXq1OjjNHeduvbSoekbPO7XoU20YiIbmFjetjMzTwEAAAAAAAAAAOpAArWZckx2njp1SoZhKCwszO1jlJaW1ntMNJ3IqGgl9uwb6DAAAAAAAAAAAABaHNZAbaY6duxoSpaWl5eroKDAo2McPHjQ1GbmKAAAAAAAAAAAAJo7EqjNVKtWrdS9e3fTtv3793t0DMf9zzvvvEbHBQAAAAAAAAAAAAQzEqjNmGPCMzs726P+O3furPd4AAAAAAAAAAAAQHNDArUZGzRokKn9zTffuN338OHD2rt3r70dFRWlfv36+So0AAAAAAAAAAAAICiRQG3GbrjhBlP7008/lWEYbvX95JNPTO2rrrpKbdu29VlsAAAAAAAAAAAAQDAigdqMjRgxQh07drS39+zZo3Xr1rnV99///repnZyc7MvQAAAAAAAAAAAAgKBEArUZCw8P1/Tp003bHn/88QZnoX722Wf68ssv7e3Y2FhNmjSpKUIEAAAAAAAAAAAAggoJ1GbuoYceMpXe/eKLL/T000/Xuf/Bgwd1zz33mLY98MADppmsAAAAAAAAAAAAQHNFArWZ69ixo/7nf/7HtO2RRx7R7NmzdejQIfu2yspKrVixQiNGjNDevXvt2xMTE/Xb3/7WX+ECAAAAAAAAAAAAAUUCtQV46KGHdMMNN5i2vfjii+revbvOOeccDR48WB06dNBNN92k/fv32/dp1aqVli5dqvbt2/s7ZAAAAAAAAAAAACAgSKC2AOHh4Xr33Xc1ZcoU0/aKigrt2bNHmzdv1okTJ0yfdejQQR9++KEuu+wyf4YKAAAAAAAAAAAABBQJ1BbCYrFo8eLFSktL06BBg+rcr02bNpo9e7ays7M1atQo/wUIAAAAAAAAAAAABIHIQAcA/7r55pt18803a/fu3crMzNTBgwdls9nUvn17nX/++brssstksVgCHSYAAAAAAAAAAAAQECRQW6jevXurd+/egQ4DAAAAAAAAAAAACCqU8AUAAAAAAAAAAACAaiRQAQAAAAAAAAAAAKAaCVQAAAAAAAAAAAAAqEYCFQAAAAAAAAAAAACqkUAFAAAAAAAAAAAAgGokUAEAAAAAAAAAAACgGglUAAAAAAAAAAAAAKhGAhUAAAAAAAAAAAAAqpFABQAAAAAAAAAAAIBqJFABAAAAAAAAAAAAoBoJVAAAAAAAAAAAAACoRgIVAAAAAAAAAAAAAKqRQAUAAAAAAAAAAACAaiRQAQAAAAAAAAAAAKAaCVQAAAAAAAAAAAAAqEYCFQAAAAAAAAAAAACqkUAFAAAAAAAAAAAAgGokUAEAAAAAAAAAAACgWmSgAwAaYrVaTe3du3cHKBIAAAAAAAAAQF0cn906PtsFgFBBAhVB78CBA6b2hAkTAhQJAAAAAAAAAMBdBw4c0ODBgwMdBgB4jBK+AAAAAAAAAAAAAFCNBCoAAAAAAAAAAAAAVAszDMMIdBBAfU6cOKEvvvjC3k5KSlJMTEwAI/Kf3bt3m0oWr1ixQr179w5gRADqwzkLhBbOWSB0cL4CoYVzFggdnK/wNavValqSbeTIkWrfvn0AIwIA77AGKoJe+/btlZycHOgwgkLv3r3Vv3//QIcBwE2cs0Bo4ZwFQgfnKxBaOGeB0MH5Cl9gzVMAzQElfAEAAAAAAAAAAACgGglUAAAAAAAAAAAAAKhGAhUAAAAAAAAAAAAAqpFABQAAAAAAAAAAAIBqJFABAAAAAAAAAAAAoBoJVAAAAAAAAAAAAACoRgIVAAAAAAAAAAAAAKqRQAUAAAAAAAAAAACAaiRQAQAAAAAAAAAAAKAaCVQAAAAAAAAAAAAAqEYCFQAAAAAAAAAAAACqRQY6AAB1S0hI0GOPPWZqAwhenLNAaOGcBUIH5ysQWjhngdDB+QoAgGthhmEYgQ4CAAAAAAAAAAAAAIIBJXwBAAAAAAAAAAAAoBoJVAAAAAAAAAAAAACoRgIVAAAAAAAAAAAAAKqRQAUAAAAAAAAAAACAaiRQAQAAAAAAAAAAAKAaCVQAAAAAAAAAAAAAqEYCFQAAAAAAAAAAAACqkUAFAAAAAAAAAAAAgGokUAEAAAAAAAAAAACgGglUAAAAAAAAAAAAAKhGAhUAAAAAAAAAAAAAqpFABQAAAAAAAAAAAIBqJFABAAAAAAAAAAAAoBoJVAAAAAAAAAAAAACoFhnoAAB3/fjjj9qwYYNyc3Nls9kUHx+v8847TyNGjJDFYvHZONu3b1dWVpYKCwtVWlqq9u3b28dp1aqVz8YBWiLDMLR3715t27ZNubm5OnHihGJiYhQfH68+ffpo2LBhPj2fpap/OzZt2qSCggIVFRXJYrEoPj5e559/vi666CKfjwegflxnAe/46174wIED2rhxow4fPqwTJ04oKipK7du3V58+fTRkyBDFxsb6bCygpQrEPTGA4FRaWqrMzEz98MMPOn78uCSpXbt26tWrly644AIlJSUFOEIAAFowAwhyy5cvNwYPHmxIcvnTtm1b41e/+pVRWFjo9RglJSXG//7v/xqJiYl1jtOqVStjxowZxr59+3z47eo2cuTIOmOp+YmOjjZiY2ON7t27G8OGDTOmTJlizJ071/j000+NU6dO+SVOoCHHjh0zXnnlFWPSpElGx44d6/07HRUVZUyYMMFYt25do8Y8fvy4MXfuXCMpKanBc2jy5MlGRkaGj75t3aZNm2Ya+7HHHmvyMYGG5ObmGsuWLTMeeugh46qrrjJiY2NNf0979Ojhk3FC6Tr78MMPe33MtWvX1vn9AG/541749OnTxnPPPWecd9559V43w8PDjbFjxxoff/yxD7+ha4899pjLGC655BKvj1lSUmK0adPG5XHXrl3ru+ABF/xxT1zfdcibn6Y4L3r06MG5h6Djr3vi2tavX29MmDDBiI6Orvc87Nq1q3H33XcbO3bs8HkMDTl+/LhhsVic7jtOnjzp91gAAAgEnuYgaJWVlRl33HGH27/cJSQkGF988YXH42zYsKHeB7qOP23atDGWLFnSBN/YzJ0Ean0/rVu3NiZNmuTVnwngK7Nnz27wF8K6fu666y6jqKjI4zE//fRTj87pmgfCDz74oHHmzJkm+FOoQgIVweKrr74ybrrpJrfOE188LAq162xSUpJRUVHh1TGnT59e5/cCPOWve+HNmzc3mDh19XPbbbcZpaWlTfDNq9SVQJVk/PDDD14d89VXX63zmCRx0JT8dU/s6wTq119/7fM/CxKoCBb+vieuceLECeP222/3+Hx88cUXfRaDu1588UWXsbz22mt+jwUAgEBgDVQEpcrKSk2ePFlvvfWWaXtERIR69eqlQYMGqV27dqbPCgsLNWbMGH377bduj7N27VpdeeWVOnTokGl7TEyM+vXrpyFDhqhz586mz0pLS3Xbbbdp8eLFHn4r/zp16pSWLl2qkSNH6uc//7n+85//BDoktECZmZmy2WxO2yMiItStWzcNGTJEF154odP5LEmvv/66Ro8erZMnT7o93meffaZx48Y5ndNhYWHq3bu3hg8frgEDBjiVCa2srNRzzz2n6dOnuz0WEKq+++47LV++3Ok8aQqheJ09cOCA1q5d63G/0tJSpaWlNUFEaIn8dS+8bdu2Ou8Te/TooeHDh2vgwIGKi4tz+nzx4sUaP368y+t8U3v99de96vfaa6/5OBLAPf6+J/aFTp06afjw4X4dE/Anf94T1zh48KBGjBiht99+2+mzzp0768ILL9SwYcPUu3dvRUYGftW1uq6br776qn8DAQAgQEigIiilpqZq5cqVpm2zZs3S/v37tWfPHm3evFnHjh3TsmXL1L17d/s+p06d0qRJk1RUVNTgGLm5uZo8ebLKysrs28466yz961//0pEjR7Rjxw5t3LhReXl5+u6773T11Vfb96usrNTMmTOVnZ3tg2/rnpSUFKWnp5t+PvroIy1evFgvvvii/vCHP+iaa65x+YBr7dq1GjJkiJYsWeK3eAFH7du31+zZs7V69WodP37cvsZaVlaWjh49qrVr1+qKK64w9dmwYYPbSc2SkhLdeeedslqt9m0Wi0VPPvmkCgsLtWvXLmVmZmrr1q0qLi7WypUrde6555qO8eabbzo9rAZakrZt2/rsWKF2nQ0P///bYm+SM8uWLTM93K59PMBT/rgXrqio0J133mlfb02qSub87ne/U25urvbu3avMzExt2bJFx48f1+eff+6UTPn888+VmprayG/rntrn1JtvvinDMDzqv2/fPq1bt87l8QB/asp74oEDBzr9zujuT8+ePU3HuuOOO4IigQMEgi/viWsUFxfr+uuvN93fxsfH6+mnn9aePXuUl5enrKwsbdiwQbt27VJpaakyMjL06KOP6pxzzvF5PA3JyclRRkaGy8/WrVunffv2+TkiAAACINBTYAFHR44ccVpv4qmnnqpz/9zcXKNnz56m/R999NEGx7nrrrtMfTp16mTs3Lmzzv0rKiqcSnCOGzfOq+/oDsfSgosWLXKrX3l5ubF48WJj+PDhTmVWwsPDjcWLFzdZzICjIUOGGD179jRefvllt9blPXPmjHHvvfc6/d39/PPPG+z77LPPmvpER0cb69evr7dPcXGxMWjQIFO/c8891+3v5wlK+CJYzJs3z5BkxMbGGqNGjTJSUlKMd99919i7d69T6b/GlCsLtevs1Vdfbf9vb9Z2qt1/6NChRrt27UzHB9zlr3vhtLQ0p+vtO++8U28fm81mXHfddaY+sbGxRllZmcffsyGOJXxrn2OSPF4b8oknnjDdI1xxxRWUEYXf+POe2Bs5OTlOY2VlZTXJWJTwRbDw1z1xjZkzZ5qOOXLkSOPIkSNu9a2srDSOHz/e6Bg88fDDD5vivfzyy03tuXPn+jUeAAACgac5CDpz5swx3ZRdeeWVRmVlZb19Pv30U6cHOfXdiO7fv9+IjIw09Vm+fHmDsZ0+fdo499xzTf2++uorj7+jO7xNoNb2zDPPOH3PVq1aGdu2bfN9wIALq1atMqxWq0d9zpw5YwwdOtT09/b2229vsJ/jg9DZs2e7Nd63337r9MAoJyfHo5jdQQIVwWL37t3Gjh07XK7z6auHRaF4nX3ttdec2u7av3+/ER4ebu/7wgsvkECF1/xxL2wYhnHnnXea+owdO9at+Fyd3x9//LHb389djgnU1NRUo1OnTvb2jBkzPDpenz597H0nTpxoJCcnk8SB3/jzntgbjzzyiGmciy66qEnGMQwSqAge/rgnrn28sLAw+/GGDRvWpOuIN1ZFRYXRrVs303OkvXv3mtZy7t27d6DDBACgyVG3CEGlsrJSixYtMm3705/+pLCwsHr7XX311aYyRyUlJVq6dGmd+69evVpnzpyxt/v3768JEyY0GJ/FYtHvfvc707aXXnqpwX6BkpKS4lS29/Tp0/rlL38ZoIjQ0owbN07R0dEe9YmIiNCcOXNM2z7++OMG++Xk5JjaEydOdGu8Sy65RImJiaZtu3fvdqsvEIrOOecc9evXr0nLV4bidfbCCy/UoEGD7G1Pyvi+8cYbqqyslCRFRUXptttu83l8aBn8dS8seX/dTEpKcirl64/rZmRkpG6//XZ7Oy0tTadPn3ar7zfffKNdu3bZ29OmTfN5fEB9/HlP7KnKykq98cYbpm3uLqEBhDJ/3BPX+M1vfmMvPR8ZGamXX35ZrVu3bvJxvfXpp58qNzfX3k5OTlaPHj00ZswY+7bdu3frq6++CkR4AAD4DQtaIKh88803KiwstLfPPvtsjRo1yq2+M2fO1Jdffmlvr1ixos5E4RdffGFqjx8/3u0YHff94IMPdObMmaBdH2bixIn69a9/rXnz5tm3ffXVV/rkk0907bXXeny8goICZWRkKC8vT0ePHlXbtm3VqVMnDR8+XL169fJZ3Dk5Odq6dauOHDmiY8eOyWKxKCEhQeeff74GDhzo8QMIhBbHdZ+OHj2qU6dO1ftL5rFjx0ztpKQkt8fr3r27Dh06ZG+fOHHC7b7+UlZWpuzsbO3cuVOFhYUqLS1VbGysOnTooAEDBuiCCy5okl/+c3JylJmZqUOHDikiIsJ+vp9//vk+HwvNR6heZ6dNm6YtW7ZIqlo/PDc3V926dWuw32uvvWb/73Hjxqljx46NjiU3N1c7duzQTz/9ZF/P8qyzzlLXrl116aWXKj4+vtFjOLJarfr666+Vm5urw4cPKyIiQsOGDdPIkSN9PhZc89e9sNT46+Y333xjb/vrujlt2jQ999xzkqqSxMuXLzclVetS+xxNSEjQmDFj9MorrzQqlhMnTmj79u3KycnR8ePHZbPZ1L59e3Xq1EnDhg1Tjx49GnV8QPLunthTn332mSlREhUV5dZ51dKUl5frm2++0fbt23XixAnFxcUpKSlJI0eObJJrMpqP7777Tps3b7a3J0yYoAsvvDCAETWs9nVTkqZOnWr/39prtL/22mu6/PLL/RpbYxiGoQ0bNmjnzp3Ky8tTZGSkevToocsuu8zppWoAACRRTwzBxXGNhfvuu8/tvgcPHjT1jY6OrnP9shEjRpj29XRd0Nrlw9REa9H4ooRvjeLiYiMuLs50vJtuusnt/hUVFcZrr71mDB061FR2xvHn/PPPNxYtWuSyBI47CgsLjTlz5hhJSUl1jiHJaNOmjTFhwgRj9erVDZa0Q2gqKytz+v/90KFD9fbp0KGDaf8tW7a4Pd7AgQObvBShNyV8Dxw4YKSmphqjRo0yYmJi6j0v4uPjjd/85jfGwYMH3Y7pp59+Mh1j2rRp9s8+/vhjp7Jxjuf7+++/78WfBIKZr8qVheJ1dvPmzUZ+fr6pNGl9607WcCwDvmzZMsMwDI9L+JaXlxsfffSRMXPmTKfyho4/YWFhxqWXXmosX77co+ug479DP/30k2EYVf/W3HvvvUb79u2dxkpOTnb7+Gg8f90LG0bVmoy191+xYoXbYzmWv12wYIHbfd3lWMJ33rx5hmEYxoABA+zbrrvuugaPc/r0adPf7fvvv9/ld3CnjOj3339vzJkzxxg0aFC998SSjLPPPtt4/vnn3Vrv0nFd2a+//rrBPo5sNpvp306LxWIcO3bM4+MguHhzT+yp22+/3evfE73hSQnf+u5V3eF4ra+P4785NXGVlZUZc+fONc466yyX53pERIQxefJkY+/evR7FhuDmyxK+9913n9fX20AoKioyWrVqZY83ISHBKC8vNwyj6nyofY8bFxfn1nWuNk/OS0eLFi0y9XX3OVlFRYXx/PPPm8oSO95bX3/99cbWrVvtfWp/PnLkSI/iBAA0H5TwRVCpmfVRY8SIEW73TUxMVM+ePe1tm82m7Oxsl/sePXrU1D7rrLPcD1JShw4dTO3abxMGo9jYWM2YMcO07eOPP1ZZWVmDfXft2qXBgwdr2rRp2rhxo73sjCs7d+7UjBkzdNlll5lmT7hjwYIF6tWrl5555hkdOHCg3n1LS0u1YsUKjRs3Tvv27fNoHISGgwcPOm1zPO8c1S69KVW96euOkpIS7dy5094ODw/X0KFD3erblLZu3aru3bsrJSVF69atk9VqrXf/48eP629/+5v69eunjz76qFFjz5kzR9ddd502btxY5z47d+7UjTfeqCeeeKJRY6F5CtXrbKdOnXT99dfb2+6U8a39hn6HDh00btw4r8aeMmWKxowZo3//+98NXtsMw9C3336rm266SbfccotKS0u9GlOqKtF2wQUX6KWXXgrK2fctjb/uhSXvr5uGYTjt61jStynVLr/76aef6vDhw/Xuv3LlStPfbW/L9/7jH//Q4MGD9cwzz2jLli313hNL0p49e/TAAw9o6NChDZY4vu+++0ztl19+2eP43n//fRUUFNjbt9xyC7PimgFv7ok9UVxcrOXLl5u2Ub73/x08eFCXXHKJHn30UadZ+zUqKiq0ZMkSDR06NOifCyAwVq9ebWq7W1kiUJYsWWIqkT958mR7JZiYmBjdcsst9s9c/RsSbE6cOKErrrhCDzzwgGm2fW2GYWjNmjUaOnSo0zJYAICWjQQqgkrtJIYk9evXz6P+jvs7Hq+GY5nLiooKj8YpLy93a5xg4riu1alTp5SZmVlvn8zMTI0YMUJZWVmm7REREerdu7eGDx+ufv36yWKxmD7PyMjQpZde6nYS9cEHH9SsWbN08uRJp3F69eqlYcOGacCAAUpISHDreAh9tUsQSlKPHj0aLNs8efJkU/v55593OlddmTdvnmw2m709YcIEj5M9TcFmszk9nI2OjtY555yjiy66SMOHD1efPn2cypoWFRXphhtu0Nq1a70a9+GHH1Zqaqq9HRsbq/79+2vo0KEuz8FHH31Uy5Yt82osNF+hfJ296667TOPWl1SyWq2mhyxTpkzxusS8q5eaEhIS1K9fP1188cUaOHCgy9LAy5YtU3Jysn0NVk9s3rxZycnJ9hLBUtW/t0OHDtU555yjqKgoj4+JxvHXvbDkfN1cuHChW0n0N954w1T2fvDgwU7J2KZ0xx13KCLfgTzkAAAgAElEQVQiQlLVvy1vvvlmvfvXfsmhf//+Gjx4sFfjujpHY2Nj1bdvXw0fPlyDBw92WQY5OztbV1xxhSm56Wj8+PGm0oFLly5VcXGxR/EtXLjQ1P7FL37hUX8EJ2/uiT2xdOlSU6KkU6dOGjt2rM+OH8pOnDiha665xvRiS9euXTV06FBdcMEFiomJMe1/5MgR3XjjjR6fu2je8vLyTEm7nj17ql27dpKkkydPatGiRbr22mvVs2dPxcTEKCEhQQMGDNCsWbO0evXqBl/WaQqO5XvvuOOOetuvvvpqU4fktdLSUl177bWmZQdqdO/eXcOGDVPv3r3tv1PbbDZNnTrVaTkSAEDLRQIVQeP06dPav3+/aZsnazG52j8nJ8flfo7JkfoeaLjimBgMhQTqkCFD7A+batT3hmxeXp5uvPFGHTlyxL7twgsv1OLFi3XixAnt2rVLmZmZ2rFjh44fP64lS5bonHPOse/7448/avr06Q3e8D///PN6/vnnTdvOPvtsvfrqqyosLNSePXu0YcMGbd26VQUFBdq/f78WLlyon//85558fYQYx3XJ3HmQM23aNF1wwQX29vbt2zVlyhSVlJTU2eell17S3Llz7e24uDg9++yzXkTcdEaOHKl58+Zp+/btKi0t1e7du/X9998rMzNTP/zwg0pKSrRixQrT7J/KykpNnTrV6aWEhqxfv15PP/20JOniiy/WJ598omPHjmn79u367rvvlJ+fr7Vr1+q8884z9bv//vt15syZxn9ZNBuhfJ298cYbTbO26puF+v777+v48eP2trcz22p07NhRs2fP1urVq1VYWKiCggLt2LFDGRkZ2rJliwoLC7Vr1y498sgjppeXPvvsM6drqTt++ctf6tSpU7JYLPrDH/6g3Nxc7d27V9999512796tgoIC/eY3v2nUd4L7/HkvLEmjR4/Wtddea28XFBRo/Pjxys/Pr7PP+++/b1pXNSoqSvPnz/coxsbq0qWLKe433nijzn3z8vL0ySef2NuNPUdjYmI0adIkvf7669q3b5+Ki4v1n//8R5mZmdq0aZP279+vI0eO6MUXXzQlRPPy8upNaEZGRmrmzJn2dmlpqd5++22349q3b5/S09Pt7b59++rKK6/08NshGHlzT+wJx8TH1KlT/bLmeCj47W9/q//85z+KjIzUr371K+3evVu5ubn67rvvtG3bNh09elTPPvus6WWj3Nxc/fnPfw5g1Ag2ji/inX322ZKqKij07dtXd999t9LT07Vv3z7ZbDYdOXJE27dv14IFC3TDDTdo2LBh2rBhg9/i3b17t77++mt7u3fv3rrkkktM+4waNUrdunWztz/77DOXs+WDwSOPPGL6/yAsLEz33HOPdu/erX379mnDhg3atWuX8vLy9Je//EWtW7fWmTNnnCq4AQBaLhKoCBpHjhwxJduioqLUqVMnj47RtWtXU7uuB7Y1N6013C1ZJlWVtK09U0NSvQ+agkWbNm2ckh579uypc/8ZM2aY/vzuvfdebdy4UVOmTFHbtm1N+1osFk2aNEkbN240lZr78MMPtWLFijrH2L59u1JSUkzbbrnlFmVnZ2vatGkuy44lJSXpnnvu0WeffaaNGzdSmqwZ+vDDD7V+/XrTNndKiUVHR2vFihWmX+aWLVums88+Ww888IDeeustrVmzRsuXL9eTTz6pwYMH67777rPPjOvYsaM++ugj9erVy6ffx1vdu3fX9u3btW7dOj344IPq37+/ywdaFotFycnJ+vbbb3XPPffYtx86dKjeh8qu/PTTT5Kq/ry//vprjR492jRmWFiYRo0apfXr15seDB88eNCpNBVatlC+zsbExJhm5r3zzjt1zmav/Yb++eefr2HDhnk97u9//3sdOHBA8+fP19ixY13ONpWqHmQ9+eST+vbbb02J6r/+9a8ev8iQn5+vtm3bKj09XU888YTTfVT79u1JwviRP++Fa7z11luml4+++uor9enTR/fee69ee+01ffTRR1q5cqX++te/auTIkUpOTtapU6ckSa1bt9aSJUucHqz6Q+1E6LZt2+p8KfDNN9+0X+cjIiI0depUr8ccM2aM9u/fryVLlujOO+9U9+7dXe7XoUMHzZo1S9u3b9eQIUPs299///16Syr/4he/ML3s6DijtD6vvPKKaRZ67fsBhC5v74nd5Zgo8fXxQ92ePXsUExOjlStX6u9//7vpZWGp6vfr3/72t1q0aJFp+6uvvupWFRy0DI4l3OPi4vTmm2/q2muvNVVzqMumTZs0cuRIv5XJbWj2qVT1O+Htt99ub1dWVrq17IW/ZWVlOb3k9a9//UsLFy50Op87dOighx56SGvXrlVsbKz992IAAEigImg4zpRq3bq1wsLCPDpGmzZt6j1mjSuuuMLUfu+999z+JWfx4sVO2zyd5RUojg9j61ozKiMjQ2vWrLG3x4wZo3/9618NlvJr37693nvvPcXGxtq3/fWvf61z/yeffNL053755ZdryZIlTuWQ6jJkyBB7+Rs0D8eOHXNaB2zChAlur612zjnn6Pvvv9cdd9xhLyF65MgRvfDCC5o6darGjBmjiRMn6ve//739YWvr1q113333aevWrR6tNdfUOnXqpP79+7u9f3h4uObPn2/6ZdDxgY47hg4dqpdeeslpxnptCQkJ+uMf/2ja1th1V9G8hPp1tnYZ3yNHjrh8QSA/P18ff/yxyz7euPTSS51K4tdn0KBBeuaZZ+ztgwcPmmbauevZZ5/V5Zdf7nE/+J4/74VrdOzYURkZGfrv//5ve1nQkpISLVy4UNOnT9fYsWM1YcIE/e53v7MncqKiojR58mRt2bJFN910k0fx+UpycrLpHtDxga+r7ddcc41+9rOfeT1m//79PUpox8fHa/HixaaS5vWVOUxKStKYMWPs7e+//17ff/99g+NUVFSYZilGR0c3eqYtAq+x98TucDxvBg8erAEDBvjs+M3BX/7ylwZn/d5xxx26+OKL7e2CggJt2rSpqUNDiHAsjb9r1y7dc8899hemunXrpocffljvvPOOPvjgA7344osaN26cqU9ZWZmmTJnS5H+vDMNwSoTW9eKR4/a6rsOB9I9//MP0ctH06dN177331ttn+PDhmjdvXlOHBgAIISRQETQcH/B48hCxRqtWreo9Zo2xY8eakoF5eXlulb7Ly8vTCy+84LQ9VBKo7du3N7Xrivu5554ztefNm+f2A7wuXbqY3nr/+uuvXc4cOnz4sJYuXWpvh4eH65VXXnFaNw8tR03Z2dprxLRr187lOVefhIQEvfnmm06zUV2pKZl3//33N+qharCIjo7Wrbfeam9v3rzZtK6VO+bOnevWuoeTJk0ytd15yIuWI9Svs5deeqnOPfdce9vVW/VvvfWWfcZneHh4o2a2eWvKlCmmlx1cre9Un+7du7NOYhDx571wbW3atNELL7ygtWvXurXm6pQpU/TrX/9affr08Tg+X6mpflJj8eLFTjOwv//+e23fvt3eDkRSsU+fPqaEV0Pn6KxZs0xtd2ahrlmzxnTvlJyc7HLNcoQOX90T18dVooTZp2Zdu3bVf/3Xf7m1r+Oa0twXo4ZjAnXHjh2yWq2Sqs65nJwcPfXUU5o8ebJuuOEGzZo1S6tWrdLnn39uen5js9l02223NemyKZ9//rlpKYGLL75YvXv3drnvgAEDdOGFF9rbOTk5ysjIaLLYPGWz2fTOO+/Y2xEREW6X17777rtNvwcAAFo2MhUIGmVlZaZ2zVvwnnCcuVhX4qBr166aMmWKadvvf//7esvNHj9+XBMmTNDRo0edPvM0QREojqV3bTab0z6VlZWm2afDhw9X3759PRqn9rpUkvTll1867fPZZ5/ZS6pJVbNcA/kgDoGXkpLiNItxwYIFHq//tmXLFo0aNUo33nij6cGTK2fOnNHf//53XXDBBbrrrrucyoaGotoliM+cOWN6eNyQdu3a6brrrnNr37POOstUvvDAgQPuB4lmrzlcZ2vPKF29erWOHTtm+rz2m/ZXX311gy9sNIU2bdqYZsTVt7a5K5MnT+bFpSDiz3vh2n766SdNmDBBl19+eb0lZmu88cYbuuSSSzRu3Di3yg82ldoJ0YKCAtP9q2Q+R+Pi4jRhwgS/xVZb7etyQ+fomDFjTNfWt99+214yuS4vv/yyqc1LEaHPV/fE9Vm7dq0pURIdHW0qyQlp4sSJbr1UKFVVhaiN+2LUqOtFpvHjx+uVV15R69atXX5+1VVXaeXKlab7tF27dpleQvc1x1mkDb0cGMyzULOyskx/9qNGjTItQVOfsLAwl6WLAQAtE09MEDQc37J3ldxrSM2bfHUds7annnrK9Ha2zWbTxIkTNW3aNK1fv14nTpyQ1WrVjz/+qBdeeEH9+/dXZmamJOeZnI6JyWBVUlJiarsqlbtt2zZTEmno0KEej+O4JtTOnTud9nFMqjZUGgnN2wsvvKC//e1vpm1z5sxxepu7IYsXL9bFF1+sL774QlLVLz8333yzPvjgAx0+fFg2m03Hjx9XZmam/vjHP9rX0DUMQ2+88YZGjBihwsJC33wpHzp16pTeeecd3XfffbrkkkuUmJio2NhYhYeHKywszPTjWO7tyJEjbo8zePBgj5IptRM3zSH5DN8K9evsnXfeaa++4PgW+5YtW7R161Z7u7Hlex3t2LFDjz/+uJKTk9WnTx917NhR0dHRTud7WFiYqRy/J+e7JJ+WgkTj+fteWKpKogwaNEgrV660lxO8+uqrtXTpUu3fv19Wq1VFRUXasmWLnn76adMaqx9++KGGDh2qXbt2eRynL1x22WWmsvW1Z9OVl5fr7bfftrdvvfVWp9m5jZGfn6+///3vuuOOOzRgwAB17txZrVq1cnmO1i5LfurUqXqT2uHh4aYEaHFxsZYsWVLn/nl5eVq1apW93atXL11zzTWN/HYIJF/dEzfEsZz0DTfcoA4dOvh0jFDnye/BjuW9uS9GDVfX4cjISM2fP7/BKl9XXnml0z3mSy+95NP4apw8eVLLli0zxdjQvzu33Xab6XfHd955x+k+JFA2btxoanu6VE8wLe0DAAgsEqgIGo4PRx3fwneH4wOJ+h64du3aVUuWLDGtFVVTymjkyJGKj4+XxWJR79699cADD9gfUHbt2tW05pjk/KA3WDn+Iufqz8cx2fnPf/7T5cOg+n4c1210nLUjST/++KOp7U2iFs3D22+/rQcffNC0bfr06frLX/7i0XHWrVunO++80/7AuVWrVvrggw+UlpamG264QV26dFFUVJTat2+v4cOHa+7cudq+fbvp7152drYmTZpkf4gcaOXl5Xr66afVpUsX3XbbbXrppZeUmZmpw4cP6+TJk27F6Vg2qj6erO0mmdfaC5WZ+PCfUL/Odu/eXaNGjbK3a79VX/u/Y2NjNXHiRJ+MuW3bNo0cOVIXXHCB/vSnP+n999/X7t27dfToUbfWkPXkfJfMM+MQeP6+F87JydH48eNVXFwsqSp5t3DhQn366ae69dZblZSUpOjoaMXFxWngwIGaM2eOsrOzdf3119uPcfjwYY0fP96rWH2h9oPl999/334OfPjhh6YXCnxVvvfIkSO6++671bVrV91///16++23tX37dhUUFLj9Z9DQeTpz5kxFRkba2/WV8V20aJGpnOPMmTM9XjcXwcNX98QNcUyU1IwDM0/uix3Xn+a+GDVcXYevv/56t2eUO67ZmZmZ6dULVg1ZunSpSktL7e1rr722wXLw3bp108iRI+3tEydOaOXKlT6PzRsHDx40tc8//3yP+nu6PwCg+SKBiqDheGN56tQpj5MYtW/4XB3T0VVXXaUvv/zS9PZ6fS666CJ9/vnnio2NNW0PlQRqQUGBqe2qhImr0omN5eoNXMekqqeJGzQPq1at0rRp00zn+sSJE/Xyyy979ACwoqJC99xzj6ks9Isvvqhx48bV2y8xMVGrVq1Sx44d7dvWrVund99914Nv0TROnz6t66+/Xg8//LDT7HFPePIWsDfr7QH1CfXrbO3kzIYNG5STk6MzZ86YZrbdfPPNdZZf88SqVas0dOhQrV+/3utjePrWf1xcnNdjwff8fS88a9Ys0/6PPvqoaR17V+Li4vTee++ZlnfIycnx6dqMnqg9U9xqtdpna9Z+yaFXr166/PLLGz3Wjz/+qIsuukiLFi0y3W94qqHz9Gc/+5luvPFGe/vbb791WVrZMAz9+9//trcjIiI0Y8YMr+NCYPnqntgd7777runc79y5s8aMGePTMZqDxtwXB8vLmAg8V9fh2knHhgwbNsxUQaGsrEzbtm3zSWy1eVq+t679HGe3B4rjy0rt2rXzqH+oPOMDADS9yIZ3AfyjY8eOCgsLs/+yUV5eroKCAnXu3NntYzi+ZeZOUu6iiy7Szp07tWjRIr3xxhvKyMgwvcktSQMHDtTdd9+tWbNmKTo6Wunp6abPe/fu7XaMgVJaWqoffvjBtM3VA21PZ6+4o7Ky0mmbY0IoVMogw3fWrl2rW2+91XS+jR49WosXL1ZERIRHx1q9erVpVvN5553ndknNzp0768EHH9Qf/vAH+7aFCxdq0qRJHsXga7Nnz9bnn39u2paQkKBRo0Zp4MCBSkpKUlxcnFq1amX68/rkk0+Umprq73CBOoXydfaWW27Rr371K/uD5tdff12XXHKJ6YUkX8xs++GHH3TLLbeYZhSEhYVp+PDhGjFihM4++2x16dJFFovF6YHu1KlTlZ+f79W47q7tBv/w573w1q1btW7dOns7Pj5eKSkpbo3RunVr/fGPfzQ9NF24cKHmzJnjdpy+0qtXL11xxRX2Fw9ef/113XLLLVq9erV9n7vuuqvRCSibzaaxY8f+X3t3Hl7jtf///5VEIsQQQwYxS0yhiCGIGoI6VUWNFe1Hj55TrX56TksHw3XOl1Z7fbRU9PPRU0XV0NJDzKpqOKaYFUkrphBzWgkREmJI9u8PsX/uvXdi72Rn4vm4rlyXtfZa91p7y8697vt9r7Ws9lavX7++OnfurIYNG6p69ery8vIyL+X7wJQpU7RhwwaH2nvjjTcMMwRnz56tyMhIQ5ktW7YYxj69evWye383FC/OHBPbwzLA8dJLLxlmPQNwHlvn8AYNGthdv1SpUgoMDNRvv/1mzrN8MD6/Tp8+bdhiyc3NTV5eXtq0adMj63p7exvGLhs2bNDvv/8uf39/p/bRUZYPKzm6r7yt7a4AAE8mRskoNsqUKaNatWrp7Nmz5rxz5845dNPo3LlzhnSjRo3squfu7q4RI0ZoxIgRSk9P1/nz55WcnCwvLy/VrFnTMDtNktVT4CVh+dkDBw5YPS0fEhJiVc5yFk1ERIReffXVfLVt62aO5eyitLQ0q88Zj6+9e/eqT58+huXuwsLCtGLFCocvbiRp8+bNhnSvXr0culnau3dvQwB1586dyszMLJCbVvY4fPiw4Slgd3d3ffbZZ3rzzTcf+flYLo8NFAcl9Txbrlw59e/fXwsXLpQkfffdd4al7mvXru3QLIKcjB071nCjJzQ0VPPnz7drHMNynY+PwhwLW543u3bt6tBM6gfn2Qc3TOPj45WYmKhq1arZfQxnebCvsiTt2rVLkyZNMj+M4OLi4pQ9imfOnGl4ENHPz0/z5s0zLGeck4dnidqre/fuCgwMNJ/TFy5cqMmTJxtu6Fou7fvw3qkoOZw9Jn6UhIQEQ6BEYvleoCDZWgrW0RVALMunpKTkq0+WFixYYJg1nZmZqb59++bpWJmZmVq4cKHdD2UVFMsZp2lpaQ7Vf7C9AQAABFBRrDRq1Mhw0yguLk5t2rSxu77l/p32BlAf5uXl9ch6lkumlIQAalRUlCFdrlw5m5+t5U1sb29vde/e3en9qVy5siF9+fJl1alTx+ntoPiJjY1Vz549DRcxISEhWrdundX+QfZKSEgwpB3d18+y/K1bt5SSklJkQf0lS5YYLmI//PBDqz2xcmJrz2GgOClp59lhw4aZA6jnzp0zBKgeXj40r9LS0gyz5fz8/LR+/XpVqlTJrvrOvomGolVYY+H8nje9vb1VqVIlwznn4sWLRRJAHTRokN566y3znoNffPGF+bUOHTqoXr16+W7jhx9+MKRXrFih9u3b21U3L+dlFxcXjRgxQmPGjJF0f4uN5cuXKyIiwpxesWKFuXyNGjVYgrUEKogx8aPMnz/fMMZs1aqVnnrqqQJpyxnye469efOmk3oC5E1wcLBVnqNbLljuse2MrSMeMJlMWrBggdOOJ93/O5NbADU/32t7v9OW95suXbrkUDuOlgcAPL7YAxXFSosWLQzpXbt22V03MTFRZ86cMafd3d1tDlbz6+rVq9qzZ485XbFiRYWFhTm9HWe6ceOG1Z4WPXv2tLksieUNtPj4+ALpU/369Q3pAwcOFEg7KF6OHz+uZ555xnDDv3Hjxvr5558d3pfkYZYXoY4uQ2ZrGcv87G+WXw//jXF1ddUbb7xhd90jR44URJeAQlPczrNdu3ZVjRo1bL7mjJltBw8eNCzdGxERYXfwND4+3uGbcCjeCmssnN/z5oPjP6yozpvly5dXv379bL7mjCW2s7KytH//fnO6RYsWdgdPpbyfl4cPH26YgfjwjNOFCxca/g9fffXVIls1A3lTUGPi3NgKlBT32aeWy9Y/eFDCXklJSc7sDuCwKlWqqFatWoY8R7desFyyt0qVKvnu1wPbtm2zeqgqv44cOZLr/Z38fK/t/U5bjn8OHTpkdxvS/RWhAACQCKCimHn++ecN6U2bNhmekM2N5d5C4eHhBbKv5rJly3T37l1zOiIiwqlPABaECRMmWO05mlNAJjQ01PB+du3aZfXEozN07NjRkF63bp3T20DxcvbsWXXv3t1wAVi3bl1t3LhRPj4++Tq25UWko0+MWu4Z5+Li4tQLU0c9fFHt4+NjdzAlKytL27ZtK6huAYWiuJ1nXV1dDXs9PtC+fXurh4HywvImWsOGDe2ua7lPMkq+whoL5/e8efv2bV25csWQl99zeX7YepjB09NTgwYNyvexr1y5Ytib0pHv6IkTJ6zGGPby8fFR//79zemtW7eaH2ycM2eOOd/V1TXf222gcBXkmDg327dvNwRKPDw8NHTo0AJrzxksly51JPCUnJxseKgEKCp9+vQxpH/55Re76/7xxx9W+287sofqo1g+aD9x4kSZTCaHfyZNmpTrcR+Wn+/1ww805SY0NNSQXrdunbKysuxuZ/Xq1XaXBQA83gigolgJCwszLJl5+vRpbd261a66lvsL5XXPhtxkZGTok08+MeQV9/2Gli9frsjISENeeHi4unbtarO8h4eH4bX09HR9++23Tu9Xt27dDLMdfvrpJ508edLp7aB4SExMVLdu3QwXf9WrV9fmzZtVvXr1fB/fcvlnR4MKlnvB1a5dO0+zcZzl4ZvlD89Me5TVq1dbXWADJUlxPc/amsXmjJltkqyCY/Z+500mk7766iun9AHFR2GNhS3Pm1u3brU7UCvdn7HycFCxdOnSTjmf51X37t0VEBBgyHvhhRecMpMvr99RSfrXv/6Vr7Zff/11Qz/mzJmj3bt3G2a19ujRQ7Vr185XOyg8BT0mzs28efMM6d69e1stc1nclClTxhBUjo2NtTsI8u9//7ugugU4xHKVhJUrV9r9e2y5FVPjxo0d2hs9N+np6VbHHzJkSJ6OZVlv8eLFOZ4vLc9Z9s4OTU5Otvs6PyAgQK1atTKnL126pJUrV9pV99y5c1qzZo1dZQEAjz8CqChWXF1drZYR+vDDDx95Q2fz5s3asWOHOV2+fHkNHjzY6f0bO3asYV+qoUOHqmXLlk5vx1mmTp2qF1980ZDn5eX1yJs5lvtVTJgwwbDnmzP4+fkZBtlZWVn6y1/+4tBTgSgZrl69qmeeeUanTp0y5/n4+Gjjxo0O77mWk27duhnS0dHRhiVAc3Pnzh1NmzYt1+MVNn9/f/O/U1JSFBcX98g6aWlpevfddwuyW0CBK67n2UaNGiktLU03btww/zgrsPvw9126//fLHl999RXLiz2GCmssbHmeO3funJYsWWJXH00mkyZPnmzIe/rpp21uDVFY3NzcdOrUKcN31Fl7ulWpUsXwUNWePXsMweOcHD58ON8B1C5duhj2sZ03b57VMYvDQyawT2GMiXNiK1BS3JfvfeDhcUBKSoo2btz4yDqpqan69NNPC7JbgN06d+5sWL3g3Llzuc7QfODmzZv6/PPPDXnOvM+1bNkyqz2YHVll4WFBQUFq3bq1OX3lyhWtXbvWZlnLsb2944+PPvrIoeV+Lc+Po0ePtlo9w1JWVpZGjhxZIKuwAQBKJgKoKHbGjBljWG5s27ZtuV78XLx4UX/9618NeW+//bbh6f2cHDt2zK4+ZWZmavz48friiy/MeZUqVbKa2Vkc3Lt3T//+97/Vtm1bvf/++4YbPG5ubpo/f77hRowtnTp10p/+9CdzOikpST169LD785LuDzxXrlypMWPG5Fhm3LhxhpttO3bs0JAhQ+zez+3AgQNKTU21u08ofDdu3NCzzz5rmCnh7e2tDRs2qHHjxk5rp2PHjlZ7y0RERDwy8H/37l29+uqrOn78uCHfGfsa5oflfo8ffPBBrg8X3Lx5U/3799fp06cLumuAQx6n86yXl5fKlStn/nF1dc4wulWrVoZ9DpcvX/7IfS/Xrl2r0aNHO6V9FD+FMRYODAxUu3btDHkjR45UbGxsrn0zmUwaN26ctmzZYsh31ozs/PD09DR8R23tb54Xbm5uatu2rTmdmJhodUPbUnx8vPr27WtYjjyvHp6F+scff+i7774zp/38/NS7d+98t4GCV1hj4pxYBkr8/f317LPPFni7zvDcc88Z0mPGjNHNmzdzLJ+enq4XX3xR58+fL+iuAXZxc3PTxx9/bMgbNVCNyZsAAB5xSURBVGqUDh48mGOdzMxM/eUvfzEsu+3l5aW//e1vTuuX5az0vM4+fSAiIiLX4z/QvXt3wzl6yZIlj3yAcM6cOZoxY4ZD/XnllVcM222cPXtWzzzzTI7XzNevX9d//dd/ad26dXJxcXGoLQDA46vo1icEclC1alWNHz9e48ePN+eNGzdO586d0z/+8Q/z8lxZWVlavXq13n77bUOQJCAgwO5ZWB07dlSTJk0UERGhnj17WgVg0tLStG7dOk2ePNmwrIirq6u++eYb+fr65uetOiQuLk6bNm0y5GVmZuratWu6du2aLly4oL1792rv3r26fv26Vf1y5cppwYIFVsvH5GTBggVq3bq1+cLz+PHjatWqlV577TUNHz5czZo1sxpUpqSk6JdfftGPP/6oZcuW6fz58+rcuXOObQQHB2vq1KmGi4ClS5fq4MGD+uc//6k+ffpY7f144cIFrV+/Xt9//722bt2qhIQEpyzPhoLRp08fq31KRo8ereTkZKvf50dp1apVjnuBenh4aNKkSYYbuGfOnFHLli01YcIEvfzyy4a6d+/e1ebNmzVhwgTt27fPcKxevXqpU6dODvXN2V5++WX9z//8jzlo+uOPP6p3796aMmWKgoODzeUyMjK0du1ajRs3zrwvWuPGjXX06NEi6TdKjp07d9p8gjsmJsaQzsjIyPG7GhAQYPh9tKUknWeLipeXlwYMGKDFixdLun9u79mzp6ZMmaJhw4bJ09PTXPbkyZOKjIzU119/raysLPn6+iozM/ORT9OjZCmssfDkyZMVHh5unt2akpKi9u3ba+zYsXrttdcMs6OzsrK0e/duTZo0ST///LPhOE899ZReeumlfL3n4m7YsGHauXOnOT1u3DglJSXpgw8+MPydSk5O1vz58zVp0iSlpqbKxcVFDRo0sHpQyxGvvPKKxo0bZ3M2zJ///GenBYpRsAprTJwTy0DGSy+9VKTbVTjipZde0rhx48xB05iYGHXv3l1ffvmlQkJCzOUyMjK0bt06/eMf/9DRo0fl4eEhX19ftrdArgprTDxw4EB17txZ27Ztk3R/lnR4eLg++ugjDR8+3LAv6IEDB/T+++9bLeE/bdo0qz3M8+rs2bOG47u4uOQ7gPriiy/qvffeM48rfvrpJ12+fNlqPF+1alX169fPPPM0KytLzz//vKZPn66hQ4caHiz89ddf9emnn+r777+XdP8BsIdn8efG09NTs2fPVteuXc3X1YcOHVLTpk01aNAghYeHy9fXV6mpqTpw4IAWLVqk33//XdL9h5dmzpyZr88DAPCYMAHFUGZmpun55583STL8uLm5merVq2cKCQkxeXt7W71epkwZU3R0tN3tVKlSxVC/cuXKpmbNmplCQ0NNderUMXl4eNjsw9y5cwvw3d/XuXNnq7bz+tOjRw/TiRMnHO5DbGysqWbNmjaPWbFiRVNwcLCpbdu2piZNmpiqVatms1znzp0f2c6oUaNs1n3w/92mTRtTs2bNTD4+PlZlEhISHP9wUWic9TssybRly5ZHtvfGG2/YrOvq6moKCgoyhYaGmpo2bWry8vKyWa5Bgwam5OTkAvksXnnlFUNbEyZMyLX8m2++abOPNWvWNIWGhpqCg4NNZcuWNbzWqVMn0+zZsw153377bY5tJCQkGMq+8sorDr0ny79TKDlq166d7++kPb8vJek8e+jQIacev2LFinZ/P+Lj400VKlSw+iw8PT1NzZo1M7Vp08ZUo0YNq89p3bp1hv/L2rVr59qO5d8hzqHFV2GNhSdPnpzjd7xOnTqm0NBQU/Pmza1+nx/8+Pj4mE6dOlUgn8GECRMMbUVGRjr1+H379rV7nHHnzh1TixYtbI4vGjZsaGrbtq0pKCjI5ObmZnh9/PjxTvneDRs2zKptFxcX08mTJ/P+AaBQOWs8/KjfVVvOnDljcnFxMRzj119/LZg3agfLMYg972fq1Kk2P4vq1aub2rRpYwoODjaVKVPG8NrMmTMdGqta/s1x5HPO75gaRaewxsQmk8l06dIlU926da3qe3h4mBo3bmxq3bq1yd/f32Ybr732mlPf90cffWQ4flhYmFOO26lTJ8Nxp02bZrPcmTNnTOXKlbN6n+XKlTM1b97c1LJlS5Ovr6/htU6dOplmzZplyMvtWveB+fPnm1xdXe3+/2zbtq3p5s2bhrxu3bo55fMBAJQ8LOGLYsnV1VVLly61egIuMzNTp0+f1qFDh3Tt2jXDa1WqVNG6devUoUOHPLd79epVxcbGat++fTpz5ozVpvc1atTQhg0bNHz48Dy3UVi8vLwUERGhnTt36ueffzYsXWKvp556Sr/88othOd8HUlNTFRcXp7179+rIkSNKTEy0eQzL2Ua2TJs2TV9++aXKli1ryH/w/71//37FxsYqKSnJ4feAJ8uXX36piRMnWj1Rn5WVpfj4eO3bt0+//fab0tPTrer26NFDW7duddpTvZZMFvvXPWrGSGRkpJ5//nmr/PPnz2vfvn2Ki4szLF8WHh6uVatWlZjZBHgyPU7nWWcKDAzU0qVLDcu2SvdnO8TGxmr//v2GGTSenp76/vvv1bNnz8LuKgpJYY2Fx4wZo5kzZ1qNwaT7Kzns27dPMTExNrdMaNWqlaKjo1WvXj272yup3N3dtWrVKqvxdFZWlo4fP669e/cqPj5emZmZ5tdGjx5ttWRjXj28jO8DXbp0UVBQkFOOj8fbggULDOPQVq1aqWnTpkXWH0fHxNL95U5t7fd78eJF7d+/X3FxceZZhK6urpo+fbrN7w1QlKpVq6bt27cb9gqVpDt37ujo0aM6cOCAeQbkA66urpo4caJmzZrl1L5Y7sFqufxuXlmOW3La67V27dqKioqyGn+kpaUpJiZGBw8e1OXLl835Xbt21erVq/O06sKwYcO0evVq1ahR45FlBw0apI0bNxrO55JY9QwAnmAEUFFseXp6avHixYqKilKLFi1yLOfl5aU333xTcXFx6tKli0NtjB8/Xu3bt39kwCEoKEifffaZjh8/rq5duzrURkFyd3dXuXLlVKtWLbVp00ZDhgzRxx9/rM2bNyspKUmLFi2y2kvRUT4+Plq/fr22b9+u3r17y8vLK9fyLi4uCgkJ0dixYxUbG6sFCxbY1c6bb76pU6dO6e9//7v8/PxyLevt7a2IiAht3rxZderUsfet4Ang6uqqCRMmKCYmRq+//rphKSRb3Nzc1LVrVy1fvlzr169XtWrVCqxvlktDlS9fPtfyHh4eWrVqlSIjIw3LKFqqU6eOZsyYoU2bNsnb29spfQWcpaSfZwtTjx49tH///lz3MyxVqpQGDhyomJgYvfjii4XYOxSFwhgLS/eDc3FxcXrvvffk4+OTa1kXFxeFhobq22+/1e7du9WgQQOH2yupatWqpf379+utt94yLK1tqV27dvr555/1+eefO20PtbCwMDVs2NCQZyuYBNhieT325z//uWg6ks3RMbF0f4w/a9YszZs3L9cHdDt27Khdu3bp7bffznc/gYJQo0YN7d69WzNmzFBgYGCO5UqXLq1+/fopJiZGEyZMcGofoqOjDcvgurm5adCgQU459qBBgwzj/piYGB0+fNhm2T/96U/at2+fnn322RzPl/7+/po+fbo2bNiQryBmr169dPToUc2aNUs9evRQzZo15eHhobJly6pRo0b661//qujoaC1ZskTly5fX1atXDfUJoALAk8vFZPn4H1BMxcfHa+/evbp48aLu3Lkjb29vNW7cWB06dMj1JoY9bt68qUOHDik+Pl6XL19WRkaGypYtqxo1aqhly5Z5mr35uLp796727dunhIQEJScnKz09XV5eXqpUqZIaNGig4ODgfA8uTSaTDh8+rKNHjyopKUk3btyQl5eX/P39FRwcrKZNm8rNzc1J7wiPs6ysLB05ckSxsbG6evWqrl+/Lk9PT3l7eyswMFCtW7e2mvFVUJ599lnDvnFz5861e5bdvXv3zDOxr1y5Ijc3N/n7+6tFixZq3rx5QXUZcBrOs45JTEzUjh07dOHCBd28eVMVKlRQUFCQwsLCeFDiCVaQY+EHTCaTTp48qUOHDik5OVmpqalyd3eXt7e3atWqpdDQUIf3XnwcpaWlaceOHYqPj1dqaqrKlCmjmjVrql27dnatvuKoGzduqFq1auYVNKpUqaKLFy+qdOnSTm8LKEgmk0lly5Y17Ol7+vRp1a1b16FjHDp0yPx3ymQyqWbNmgoLC3PoOEBx8Ntvv+nQoUO6dOmSsrKyVLVqVdWuXVtPP/20zdUhHld//PGHtm3bpkuXLik9PV2VK1dWs2bN1K5duyK597N27VrDQ40TJ050eiAbAFAyEEAFAKAQNGzYUCdOnDCnt2zZkqeZQgAA4Mkya9Ysw3Kk77zzjiIjI4uwR0DeJCYmKiAgwJx2d3dXenp6npblBICCMmrUKE2fPt2cXrt2rXr16lWEPQIAFBWW8AUAoIBdvXpV8fHxhryi3HsKAACUHF9//bUhPWLEiCLqCZA/e/fuNaQbNGhA8BRAsXL9+nXD3q2lSpVS27Zti7BHAICiRAAVAIAC9sMPPygrK8ucDg4OVtWqVYuwRwAAoCTYtGmTDh48aE537dpVjRs3LsIeAXm3aNEiQ7pz585F1BMATwpHFl40mUwaOXKkUlJSzHm9e/fm2h0AnmAEUAEAKEBHjhyx2i9l6NChRdQbAABQUqSnp+udd94x5I0ePbqIegPkzw8//KCoqChDHmNiAAXtmWee0Zw5c8z7iOfk999/1+DBgw0Peri4uFidhwEATxb2QAUAwIl27typtLQ0JSUlafv27VqwYIFu375tft3Hx0fHjh1T5cqVi7CXAACguNm5c6du3bql27dv68SJE/ryyy916tQp8+tt27bVnj17irCHgH0yMjIUHR2tO3fu6MKFC1q9erV+/PFHQ5lu3bpp06ZNRdRDAE+KOnXq6OzZsypbtqx69Oih0NBQ1atXTxUrVlR6erouXbqkHTt2aM2aNcrIyDDU/e///m/NmDGjiHoOACgOCKACAOBEDy7QbClVqpSWLl2qF154oZB7BQAAirvcxhDu7u7at2+fWrRoUci9Ahx35swZ1a1bN8fX/fz8tHPnTgUGBhZirwA8iXI7t+Zm4MCBWrhwoTw9PQugVwCAkoIlfAEAKAQBAQFatWoVwVMAAOAQd3d3zZ07l+ApHgutW7dWdHQ0wVMAhaJGjRoOla9SpYqmTJmiJUuWEDwFAKhUUXcAAIDHUYUKFVS1alW1bNlSPXr00Msvv6wyZcoUdbcAAEAJ4OHhoYCAAIWHh2vUqFF66qmnirpLgMNcXV1VqVIl+fn5KSwsTH369FHv3r2LulsAniDR0dE6fPiwNm3apL179+rkyZO6cOGC0tLSlJWVpUqVKqlq1apq3bq1wsPDNXDgQJUrV66ouw0AKCZYwhcAAAAAAAAAAAAAsrGELwAAAAAAAAAAAABkI4AKAAAAAAAAAAAAANkIoAIAAAAAAAAAAABANgKoAAAAAAAAAAAAAJCNACoAAAAAAAAAAAAAZCOACgAAAAAAAAAAAADZCKACAAAAAAAAAAAAQDYCqAAAAAAAAAAAAACQjQAqAAAAAAAAAAAAAGQjgAoAAAAAAAAAAAAA2QigAgAAAAAAAAAAAEA2AqgAAAAAAAAAAAAAkI0AKgAAAAAAAAAAAABkI4AKAAAAAAAAAAAAANkIoAIAAAAAAAAAAABANgKoAAAAAAAAAAAAAJCNACoAAAAAAAAAAAAAZCOACgAAAAAAAAAAAADZShV1BwAAAADAGerUqaOzZ8/mWqZ06dIqXbq0qlSpIn9/f9WvX19NmjRRhw4dFBoaKnd390LqLQAAAAAAKK5cTCaTqag7AQAAAAD5ZU8ANTfe3t7q37+//va3v6lFixZO7JlzTJw4UR9++KE5vWXLFnXp0qXoOgQAAAAAwGOKJXwBAAAAQNK1a9c0d+5chYSEaNCgQbp48WJRdwkAAAAAABQBlvAFAAAA8FiaOnWqmjdvbsi7e/euUlJSdO3aNZ09e1a7d+/WgQMHdOvWLUO5qKgobd26VUuXLmWWJwAAAAAATxgCqAAAAAAeS61atbIr+Hnr1i0tXLhQ06dP19GjR835ycnJeu655/TTTz+pc+fOBdhTAAAAAABQnLCELwAAAIAnWpkyZTRixAjFxsZq1KhRhtdu3bqlQYMGKTExsYh6BwAAAAAAChsBVAAAAACQVKpUKU2bNk3Tpk0z5CclJen9998vol4BAAAAAIDCxhK+AAAAAPCQUaNGaceOHVqxYoU5b9GiRfrnP/+phg0b2nWMCxcu6MiRI0pISFBqaqokqXLlyqpevbrat2+vSpUqFUjf8+r48eOKiYlRUlKSUlNTVblyZQUEBOjpp59W5cqVi7p7AAAAAAAUKgKoAAAAAGBh6tSpWrVqlbKysiRJJpNJX3/9tdXs1Afu3bunTZs2KSoqSps2bdLZs2dzPLaLi4vatWunDz74QH379pWLi0uOZbdu3arw8HCbr+WU/4DJZMr19bS0NH3++eeaP3++EhISbJZxc3NTx44d9dFHH6ljx465Hg8AAAAAgMcFS/gCAAAAgIV69eqpd+/ehryVK1fmWH7IkCHq2bOnvvnmm1yDp9L9wObu3bvVr18/DRw4UOnp6U7psyPWrl2rwMBATZw4McfgqSRlZmZq69at6tSpk15//XXdu3evEHsJAAAAAEDRIIAKAAAAADb079/fkE5ISMgxOJqRkWGV5+Pjo+DgYLVt21bNmzdX1apVrcosX75cffv2Nc90LQyzZs3SCy+8oMuXLxvyy5Ytq8aNGys0NFRBQUFydXW1qjdw4MBHzmwFAAAAAKCkYwlfAAAAALChbdu2VnmHDh1S7dq1bZavWrWqBg8erF69eik0NNRmwDQ+Pl5z585VZGSkOei6efNmffHFFxo1apRV+ebNm2vjxo2SpAULFmjhwoXm16ZOnarmzZs79J42b96skSNHGgK2vXv31rvvvqsOHTqoVKn//xLx6tWrmjNnjj7++GPduHFDkrRq1Sp99tlnGjNmjEPtAgAAAABQkriYeHwYAAAAwGOgTp06hhmiW7ZsUZcuXfJ8PJPJpAoVKigtLc2c9/nnn2v06NFWZXfv3q2QkBB5enradezDhw+rW7duunr1qiSpevXqOnPmjCGAaWnixIn68MMPzWlH39+1a9fUuHFj/f7775IkV1dXzZ49W6+++mqu9eLi4tSlSxclJSVJkjw8PHT27Fn5+/vb3TYAAAAAACUJS/gCAAAAgA0uLi6qUqWKIS8xMdFm2fbt29sdPJWkFi1a6LPPPjOnL168qA0bNuSto3aaOXOmOXgqSZ988skjg6eSFBwcrHnz5pnTd+7c0YwZMwqiiwAAAAAAFAsEUAEAAAAgB97e3ob0w7NR82vIkCFyc3Mzp3ft2uW0Y1vKzMzU//3f/5nTtWrV0rvvvmt3/eeee04hISHm9LJly5zaPwAAAAAAihMCqAAAAACQg3LlyhnSd+7ccdqxvby85Ovra04fOnTIace2FBMTo0uXLpnTQ4YMkbu7u0PH6NGjh/nfx44dU3JystP6BwAAAABAcZLzBjsAAAAA8IS7ceOGIV26dOlH1jly5IiioqJ08OBBxcXFKSUlRdevX9fdu3dzrVeQAckdO3YY0q1bt3b4GLVq1TKkjx49qo4dO+arXwAAAAAAFEcEUAEAAAAgB6mpqYa05YzUh/3666966623tH379jy1de3atTzVs8fRo0cN6cGDB+f7mFevXs33MQAAAAAAKI4IoAIAAACADSaTyWpWaEBAgM2ya9eu1YABA/K1xO/t27fzXPdRrly54vRjWgaXAQAAAAB4XBBABQAAAAAbjh07pvT0dENeYGCgVbkTJ05o4MCBhuCpi4uLQkNDFRYWpnr16snf31+enp7y9PQ01H355Zf1xx9/FMwbeEhBzG7Nyspy+jEBAAAAACgOCKACAAAAgA379u2zygsJCbHKGzt2rGH2aGhoqObPn69GjRo9sg0XF5f8ddJOZcuWNaQnT56sVq1a5euYTZo0yVd9AAAAAACKKwKoAAAAAGBDVFSUIR0UFKQaNWoY8tLS0vTjjz+a035+flq/fr0qVapkVxspKSn576gdqlatakjXrVtX3bt3L5S2AQAAAAAoaVyLugMAAAAAUNycPn1a69atM+T169fPqtzBgwcNS/dGRETYHTyNj48v0H1PH1a3bl2rtgEAAAAAgG0EUAEAAADAwnvvvWfY49PV1VUjRoywKme5f2nDhg3tbuM///mPQ31ydTVevplMJrvrhoeH56ttAAAAAACeJARQAQAAAOAhkZGRWrFihSFv2LBhCgoKsiprGcR8eDZqbkwmk7766iuH+uXl5WVI37x50+66oaGhhpmx//nPfxQXF+dQ+wAAAAAAPCkIoAIAAACApHv37undd9/V6NGjDfn+/v769NNPbdbx9/c3pKOjo+1q66uvvtLhw4cd6l/lypUN6YSEBLvruru765133jGnTSaTXn/9dd29e9ehPgAAAAAA8CQggAoAAADgiZaRkaHZs2erWbNmmjZtmuG1smXLKioqSr6+vjbrtmrVSh4eHub08uXLtWvXrlzbW7t2rVWQ1h5NmjQxpJctW+ZQ/bffflt+fn7mdHR0tAYOHKjU1FS7j5Genq7//d//1TfffONQ2wAAAAAAlCSliroDAAAAAFAQfvnlF927d8+Qd/fuXV27dk3Xrl3TmTNntGfPHh04cMDmcrh+fn6KiopShw4dcmzDy8tLAwYM0OLFiyVJmZmZ6tmzp6ZMmaJhw4bJ09PTXPbkyZOKjIzU119/raysLPn6+iozM1NXrlyx6/2EhISoatWqSk5OliRt3bpVXbt21eDBg1WrVi1DIFeSunfvbkhXrFhRS5cuVbdu3cwzT1evXq0mTZpo1KhRGjRokGrVqmXV7vnz57V3716tXLlSa9as0fXr1zVhwgS7+gwAAAAAQEnkYrLctAcAAAAASqA6dero7NmzTjnWkCFDFBkZabVEry2nTp1Sy5Ytdf36dUO+p6enGjRooNKlSysxMVEXLlwwv+bm5qY1a9Zo5MiR5j7Xrl1bZ86cybWtSZMm6f/9v/9n13vI6VLvhx9+0PDhw5WRkWH1WrVq1eTr66vSpUsrNTVVly9fVkpKilW5CRMmaOLEiXb1AwAAAACAkoYZqAAAAACg+3uMDhgwQH//+9/VtGlTu+sFBgZq6dKlGjBggNLS0sz5GRkZio2NtSrv6empefPmqWfPng73cfz48Tpx4oS+++47h+s+MGTIENWvX19Dhw7ViRMnDK8lJiYqMTEx1/pubm4KCAjIc/sAAAAAABR3zEAFAAAA8FiwZwaqh4eHPD09VaVKFfn7+6t+/fpq2rSpOnTooDZt2sjd3T3P7R87dkwffPCB1qxZY/P1UqVK6YUXXtAnn3yiBg0aWPXZnhmoD+zcuVOLFy/W/v37dfr0ad24cUO3b982lHnUpV5mZqYWLVqkf/3rX9q/f78yMzNzLFu6dGl16NBBzz33nIYOHapq1arZ1U8AAAAAAEoiAqgAAAAA4ESJiYnasWOHLly4oJs3b6pChQoKCgpSWFiYvL29i7p7NqWmpmrPnj26dOmSkpOTdffuXZUvX16+vr5q1KiRGjZsaNjPFQAAAACAxxkBVAAAAAAAAAAAAADI5lrUHQAAAAAAAAAAAACA4oIAKgAAAAAAAAAAAABkI4AKAAAAAAAAAAAAANkIoAIAAAAAAAAAAABANgKoAAAAAAAAAAAAAJCNACoAAAAAAAAAAAAAZCOACgAAAAAAAAAAAADZCKACAAAAAAAAAAAAQDYCqAAAAAAAAAAAAACQjQAqAAAAAAAAAAAAAGQjgAoAAAAAAAAAAAAA2QigAgAAAAAAAAAAAEA2AqgAAAAAAAAAAAAAkI0AKgAAAAAAAAAAAABkI4AKAAAAAAAAAAAAANkIoAIAAAAAAAAAAABANgKoAAAAAAAAAAAAAJCNACoAAAAAAAAAAAAAZCOACgAAAAAAAAAAAADZCKACAAAAAAAAAAAAQDYCqAAAAAAAAAAAAACQjQAqAAAAAAAAAAAAAGQjgAoAAAAAAAAAAAAA2QigAgAAAAAAAAAAAEA2AqgAAAAAAAAAAAAAkI0AKgAAAAAAAAAAAABkI4AKAAAAAAAAAAAAANkIoAIAAAAAAAAAAABANgKoAAAAAAAAAAAAAJCNACoAAAAAAAAAAAAAZCOACgAAAAAAAAAAAADZCKACAAAAAAAAAAAAQDYCqAAAAAAAAAAAAACQjQAqAAAAAAAAAAAAAGQjgAoAAAAAAAAAAAAA2QigAgAAAAAAAAAAAEC2/w9tYCUryeWrlgAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] @@ -1911,7 +1918,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -1934,7 +1941,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -1957,7 +1964,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -1980,7 +1987,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -2003,7 +2010,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -2061,7 +2068,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -2084,7 +2091,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -2107,7 +2114,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "" ] @@ -2173,8 +2180,8 @@ " \n", " \n", " \n", - " Vaccinated at 25 May (n)\n", - " Vaccinated at 25 May (%)\n", + " Vaccinated at 03 Sep (n)\n", + " Vaccinated at 03 Sep (%)\n", " Total eligible\n", " Previous week's vaccination coverage (%)\n", " Vaccinated over last 7d (%)\n", @@ -2193,355 +2200,371 @@ " \n", " overall\n", " overall\n", - " 1065\n", - " 50.4\n", - " 2114\n", - " 48.6\n", - " 1.8\n", + " 1029\n", + " 50.2\n", + " 2051\n", + " 48.7\n", + " 1.5\n", " \n", " \n", " Sex\n", " F\n", " 518\n", - " 47.7\n", - " 1085\n", - " 46.5\n", - " 1.2\n", + " 48.4\n", + " 1071\n", + " 47.1\n", + " 1.3\n", " \n", " \n", " M\n", - " 546\n", - " 53.1\n", - " 1029\n", - " 51.0\n", - " 2.1\n", + " 511\n", + " 52.1\n", + " 980\n", + " 50.7\n", + " 1.4\n", " \n", " \n", - " Age band\n", + " Age band\n", " 0\n", - " 63\n", - " 52.9\n", - " 119\n", - " 52.9\n", + " 14\n", + " 66.7\n", + " 21\n", + " 66.7\n", " 0.0\n", " \n", " \n", " 0-15\n", - " 70\n", - " 50.0\n", - " 140\n", + " 63\n", " 50.0\n", - " 0.0\n", + " 126\n", + " 44.4\n", + " 5.6\n", " \n", " \n", - " 16-29\n", - " 56\n", - " 40.0\n", - " 140\n", - " 40.0\n", + " 16-17\n", + " 84\n", + " 54.5\n", + " 154\n", + " 54.5\n", " 0.0\n", " \n", " \n", + " 18-29\n", + " 70\n", + " 47.6\n", + " 147\n", + " 42.9\n", + " 4.7\n", + " \n", + " \n", " 30-34\n", - " 77\n", - " 55.0\n", - " 140\n", - " 55.0\n", + " 56\n", + " 50.0\n", + " 112\n", + " 50.0\n", " 0.0\n", " \n", " \n", " 35-39\n", " 56\n", - " 47.1\n", - " 119\n", - " 47.1\n", - " 0.0\n", + " 44.4\n", + " 126\n", + " 38.9\n", + " 5.5\n", " \n", " \n", " 40-44\n", - " 63\n", - " 47.4\n", - " 133\n", - " 42.1\n", - " 5.3\n", + " 70\n", + " 55.6\n", + " 126\n", + " 55.6\n", + " 0.0\n", " \n", " \n", " 45-49\n", - " 56\n", - " 42.1\n", - " 133\n", - " 42.1\n", + " 70\n", + " 50.0\n", + " 140\n", + " 50.0\n", " 0.0\n", " \n", " \n", " 50-54\n", - " 84\n", - " 57.1\n", - " 147\n", - " 52.4\n", - " 4.7\n", + " 63\n", + " 50.0\n", + " 126\n", + " 50.0\n", + " 0.0\n", " \n", " \n", " 55-59\n", - " 70\n", - " 52.6\n", - " 133\n", - " 47.4\n", - " 5.2\n", + " 56\n", + " 44.4\n", + " 126\n", + " 44.4\n", + " 0.0\n", " \n", " \n", " 60-64\n", " 63\n", - " 47.4\n", - " 133\n", - " 47.4\n", - " 0.0\n", + " 52.9\n", + " 119\n", + " 47.1\n", + " 5.8\n", " \n", " \n", " 65-69\n", - " 63\n", - " 47.4\n", - " 133\n", - " 47.4\n", + " 84\n", + " 54.5\n", + " 154\n", + " 54.5\n", " 0.0\n", " \n", " \n", " 70-74\n", " 70\n", - " 55.6\n", - " 126\n", " 50.0\n", - " 5.6\n", + " 140\n", + " 50.0\n", + " 0.0\n", " \n", " \n", " 75-79\n", - " 56\n", - " 47.1\n", - " 119\n", - " 47.1\n", - " 0.0\n", + " 63\n", + " 50.0\n", + " 126\n", + " 44.4\n", + " 5.6\n", " \n", " \n", " 80-84\n", - " 70\n", - " 50.0\n", + " 63\n", + " 45.0\n", " 140\n", " 45.0\n", - " 5.0\n", + " 0.0\n", " \n", " \n", " 85-89\n", - " 77\n", - " 55.0\n", + " 70\n", + " 50.0\n", " 140\n", - " 55.0\n", + " 50.0\n", " 0.0\n", " \n", " \n", " 90+\n", - " 70\n", - " 55.6\n", - " 126\n", - " 55.6\n", + " 14\n", + " 50.0\n", + " 28\n", + " 50.0\n", " 0.0\n", " \n", " \n", " Ethnicity (broad categories)\n", " Black\n", - " 189\n", - " 50.0\n", - " 378\n", - " 48.1\n", - " 1.9\n", + " 168\n", + " 48.0\n", + " 350\n", + " 46.0\n", + " 2.0\n", " \n", " \n", " Mixed\n", - " 168\n", - " 49.0\n", - " 343\n", - " 46.9\n", - " 2.1\n", + " 175\n", + " 50.0\n", + " 350\n", + " 48.0\n", + " 2.0\n", " \n", " \n", " Other\n", - " 175\n", - " 49.0\n", - " 357\n", - " 47.1\n", + " 203\n", + " 54.7\n", + " 371\n", + " 52.8\n", " 1.9\n", " \n", " \n", " South Asian\n", - " 182\n", - " 51.0\n", - " 357\n", - " 51.0\n", - " 0.0\n", + " 175\n", + " 52.1\n", + " 336\n", + " 50.0\n", + " 2.1\n", " \n", " \n", " Unknown\n", - " 154\n", - " 51.2\n", - " 301\n", - " 48.8\n", - " 2.4\n", + " 147\n", + " 46.7\n", + " 315\n", + " 44.4\n", + " 2.3\n", " \n", " \n", " White\n", - " 196\n", - " 52.8\n", - " 371\n", - " 52.8\n", - " 0.0\n", + " 168\n", + " 51.1\n", + " 329\n", + " 48.9\n", + " 2.2\n", " \n", " \n", " ethnicity 16 groups\n", " African\n", - " 56\n", - " 47.1\n", + " 63\n", + " 52.9\n", " 119\n", - " 47.1\n", + " 52.9\n", " 0.0\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", - " 42\n", - " 37.5\n", + " 56\n", + " 50.0\n", " 112\n", - " 37.5\n", + " 50.0\n", " 0.0\n", " \n", " \n", " Caribbean\n", - " 63\n", - " 52.9\n", - " 119\n", - " 52.9\n", - " 0.0\n", + " 56\n", + " 44.4\n", + " 126\n", + " 38.9\n", + " 5.5\n", " \n", " \n", " Chinese\n", - " 63\n", - " 52.9\n", - " 119\n", - " 52.9\n", + " 56\n", + " 50.0\n", + " 112\n", + " 50.0\n", " 0.0\n", " \n", " \n", " Other\n", - " 63\n", - " 56.2\n", + " 56\n", + " 50.0\n", " 112\n", - " 56.2\n", + " 50.0\n", " 0.0\n", " \n", " \n", " Other Asian\n", - " 49\n", - " 46.7\n", + " 56\n", + " 53.3\n", " 105\n", - " 46.7\n", + " 53.3\n", " 0.0\n", " \n", " \n", " British or Mixed British\n", " 49\n", - " 50.0\n", - " 98\n", - " 42.9\n", - " 7.1\n", + " 53.8\n", + " 91\n", + " 53.8\n", + " 0.0\n", " \n", " \n", " Indian or British Indian\n", - " 56\n", - " 50.0\n", - " 112\n", - " 50.0\n", + " 63\n", + " 52.9\n", + " 119\n", + " 52.9\n", " 0.0\n", " \n", " \n", " Irish\n", - " 63\n", - " 50.0\n", - " 126\n", + " 49\n", " 50.0\n", - " 0.0\n", + " 98\n", + " 42.9\n", + " 7.1\n", " \n", " \n", " Other Black\n", - " 56\n", - " 50.0\n", + " 63\n", + " 56.2\n", " 112\n", " 50.0\n", - " 0.0\n", + " 6.2\n", " \n", " \n", " Other White\n", - " 49\n", - " 50.0\n", - " 98\n", - " 50.0\n", + " 63\n", + " 52.9\n", + " 119\n", + " 52.9\n", " 0.0\n", " \n", " \n", " Other mixed\n", - " 56\n", - " 47.1\n", - " 119\n", - " 47.1\n", + " 49\n", + " 43.8\n", + " 112\n", + " 43.8\n", " 0.0\n", " \n", " \n", " Pakistani or British Pakistani\n", - " 56\n", - " 53.3\n", - " 105\n", - " 53.3\n", + " 49\n", + " 50.0\n", + " 98\n", + " 50.0\n", " 0.0\n", " \n", " \n", " Unknown\n", - " 154\n", - " 52.4\n", - " 294\n", - " 50.0\n", - " 2.4\n", + " 147\n", + " 48.8\n", + " 301\n", + " 46.5\n", + " 2.3\n", " \n", " \n", " White + Asian\n", - " 49\n", - " 43.8\n", - " 112\n", - " 43.8\n", + " 63\n", + " 60.0\n", + " 105\n", + " 60.0\n", " 0.0\n", " \n", " \n", " White + Black African\n", - " 63\n", - " 56.2\n", + " 56\n", + " 50.0\n", " 112\n", - " 56.2\n", + " 50.0\n", " 0.0\n", " \n", " \n", " White + Black Caribbean\n", - " 63\n", - " 45.0\n", - " 140\n", - " 45.0\n", + " 42\n", + " 42.9\n", + " 98\n", + " 42.9\n", " 0.0\n", " \n", " \n", " Index of Multiple Deprivation (quintiles)\n", " 1 Most deprived\n", - " 203\n", - " 50.0\n", - " 406\n", - " 48.3\n", + " 210\n", + " 52.6\n", + " 399\n", + " 50.9\n", " 1.7\n", " \n", " \n", " 2\n", + " 175\n", + " 44.6\n", + " 392\n", + " 42.9\n", + " 1.7\n", + " \n", + " \n", + " 3\n", " 203\n", " 54.7\n", " 371\n", @@ -2549,14 +2572,6 @@ " 1.9\n", " \n", " \n", - " 3\n", - " 196\n", - " 46.7\n", - " 420\n", - " 45.0\n", - " 1.7\n", - " \n", - " \n", " 4\n", " 210\n", " 50.8\n", @@ -2566,96 +2581,96 @@ " \n", " \n", " 5 Least deprived\n", - " 203\n", - " 49.2\n", - " 413\n", - " 47.5\n", - " 1.7\n", + " 189\n", + " 50.0\n", + " 378\n", + " 48.1\n", + " 1.9\n", " \n", " \n", " Unknown\n", - " 49\n", - " 50.0\n", - " 98\n", - " 50.0\n", + " 42\n", + " 46.2\n", + " 91\n", + " 46.2\n", " 0.0\n", " \n", " \n", " BMI\n", " 30+\n", - " 343\n", - " 51.0\n", - " 672\n", - " 49.0\n", - " 2.0\n", + " 301\n", + " 51.2\n", + " 588\n", + " 48.8\n", + " 2.4\n", " \n", " \n", " under 30\n", " 728\n", - " 50.5\n", - " 1442\n", - " 48.5\n", - " 2.0\n", + " 49.8\n", + " 1463\n", + " 48.8\n", + " 1.0\n", " \n", " \n", " Chronic cardiac disease\n", " no\n", - " 1050\n", - " 50.3\n", - " 2086\n", - " 48.7\n", - " 1.6\n", + " 1015\n", + " 50.0\n", + " 2030\n", + " 48.6\n", + " 1.4\n", " \n", " \n", " yes\n", " 14\n", - " 50.0\n", - " 28\n", - " 50.0\n", + " 66.7\n", + " 21\n", + " 66.7\n", " 0.0\n", " \n", " \n", " Current COPD\n", " no\n", - " 1057\n", - " 50.3\n", - " 2100\n", - " 48.7\n", - " 1.6\n", + " 1015\n", + " 50.0\n", + " 2030\n", + " 48.6\n", + " 1.4\n", " \n", " \n", " yes\n", - " 7\n", - " 50.0\n", " 14\n", - " 50.0\n", + " 66.7\n", + " 21\n", + " 66.7\n", " 0.0\n", " \n", " \n", " Dialysis\n", " no\n", - " 1050\n", + " 1022\n", " 50.2\n", - " 2093\n", - " 48.5\n", - " 1.7\n", + " 2037\n", + " 48.8\n", + " 1.4\n", " \n", " \n", " yes\n", + " 0\n", + " 0.0\n", " 14\n", - " 66.7\n", - " 21\n", - " 66.7\n", + " 0.0\n", " 0.0\n", " \n", " \n", " DMARDs\n", " no\n", - " 1050\n", - " 50.2\n", - " 2093\n", - " 48.5\n", - " 1.7\n", + " 1015\n", + " 50.0\n", + " 2030\n", + " 48.6\n", + " 1.4\n", " \n", " \n", " yes\n", @@ -2668,137 +2683,137 @@ " \n", " Dementia\n", " no\n", - " 1050\n", - " 50.2\n", - " 2093\n", - " 48.2\n", - " 2.0\n", + " 1022\n", + " 50.3\n", + " 2030\n", + " 48.6\n", + " 1.7\n", " \n", " \n", " yes\n", - " 14\n", - " 66.7\n", + " 7\n", + " 33.3\n", " 21\n", - " 66.7\n", + " 33.3\n", " 0.0\n", " \n", " \n", " Psychosis, schizophrenia, or bipolar\n", " no\n", - " 1057\n", - " 50.5\n", - " 2093\n", - " 48.8\n", + " 1022\n", + " 50.2\n", + " 2037\n", + " 48.5\n", " 1.7\n", " \n", " \n", " yes\n", " 7\n", - " 33.3\n", - " 21\n", - " 33.3\n", + " 50.0\n", + " 14\n", + " 50.0\n", " 0.0\n", " \n", " \n", " Learning disability\n", " no\n", - " 1043\n", - " 50.5\n", - " 2065\n", - " 48.8\n", - " 1.7\n", + " 1001\n", + " 50.0\n", + " 2002\n", + " 48.6\n", + " 1.4\n", " \n", " \n", " yes\n", " 28\n", " 57.1\n", " 49\n", - " 42.9\n", - " 14.2\n", + " 57.1\n", + " 0.0\n", " \n", " \n", " SSRI (last 12 months)\n", " no\n", - " 1057\n", - " 50.5\n", - " 2093\n", - " 48.8\n", + " 1022\n", + " 50.2\n", + " 2037\n", + " 48.5\n", " 1.7\n", " \n", " \n", " yes\n", " 7\n", - " 33.3\n", - " 21\n", - " 33.3\n", + " 50.0\n", + " 14\n", + " 50.0\n", " 0.0\n", " \n", " \n", " Chemo or radiotherapy\n", " no\n", - " 1057\n", - " 50.5\n", - " 2093\n", + " 1015\n", + " 50.2\n", + " 2023\n", " 48.8\n", - " 1.7\n", + " 1.4\n", " \n", " \n", " yes\n", - " 7\n", - " 33.3\n", - " 21\n", - " 33.3\n", + " 14\n", + " 50.0\n", + " 28\n", + " 50.0\n", " 0.0\n", " \n", " \n", " Cancer (lung)\n", " no\n", - " 1057\n", - " 50.3\n", - " 2100\n", - " 48.7\n", - " 1.6\n", + " 1015\n", + " 50.0\n", + " 2030\n", + " 48.6\n", + " 1.4\n", " \n", " \n", " yes\n", - " 7\n", - " 50.0\n", " 14\n", - " 50.0\n", + " 66.7\n", + " 21\n", + " 66.7\n", " 0.0\n", " \n", " \n", " Cancer (excluding lung/haem)\n", " no\n", - " 1057\n", - " 50.5\n", - " 2093\n", + " 1022\n", + " 50.2\n", + " 2037\n", " 48.8\n", - " 1.7\n", + " 1.4\n", " \n", " \n", " yes\n", " 0\n", " 0.0\n", - " 21\n", + " 14\n", " 0.0\n", " 0.0\n", " \n", " \n", " Cancer (haematological)\n", " no\n", - " 1057\n", - " 50.3\n", - " 2100\n", - " 48.7\n", - " 1.6\n", + " 1022\n", + " 50.2\n", + " 2037\n", + " 48.8\n", + " 1.4\n", " \n", " \n", " yes\n", - " 7\n", - " 50.0\n", + " 0\n", + " 0.0\n", " 14\n", - " 50.0\n", + " 0.0\n", " 0.0\n", " \n", " \n", @@ -2806,389 +2821,394 @@ "" ], "text/plain": [ - " Vaccinated at 25 May (n) \\\n", + " Vaccinated at 03 Sep (n) \\\n", "Category Group \n", - "overall overall 1065 \n", + "overall overall 1029 \n", "Sex F 518 \n", - " M 546 \n", - "Age band 0 63 \n", - " 0-15 70 \n", - " 16-29 56 \n", - " 30-34 77 \n", + " M 511 \n", + "Age band 0 14 \n", + " 0-15 63 \n", + " 16-17 84 \n", + " 18-29 70 \n", + " 30-34 56 \n", " 35-39 56 \n", - " 40-44 63 \n", - " 45-49 56 \n", - " 50-54 84 \n", - " 55-59 70 \n", + " 40-44 70 \n", + " 45-49 70 \n", + " 50-54 63 \n", + " 55-59 56 \n", " 60-64 63 \n", - " 65-69 63 \n", + " 65-69 84 \n", " 70-74 70 \n", - " 75-79 56 \n", - " 80-84 70 \n", - " 85-89 77 \n", - " 90+ 70 \n", - "Ethnicity (broad categories) Black 189 \n", - " Mixed 168 \n", - " Other 175 \n", - " South Asian 182 \n", - " Unknown 154 \n", - " White 196 \n", - "ethnicity 16 groups African 56 \n", - " Bangladeshi or British Bangladeshi 42 \n", - " Caribbean 63 \n", - " Chinese 63 \n", - " Other 63 \n", - " Other Asian 49 \n", + " 75-79 63 \n", + " 80-84 63 \n", + " 85-89 70 \n", + " 90+ 14 \n", + "Ethnicity (broad categories) Black 168 \n", + " Mixed 175 \n", + " Other 203 \n", + " South Asian 175 \n", + " Unknown 147 \n", + " White 168 \n", + "ethnicity 16 groups African 63 \n", + " Bangladeshi or British Bangladeshi 56 \n", + " Caribbean 56 \n", + " Chinese 56 \n", + " Other 56 \n", + " Other Asian 56 \n", " British or Mixed British 49 \n", - " Indian or British Indian 56 \n", - " Irish 63 \n", - " Other Black 56 \n", - " Other White 49 \n", - " Other mixed 56 \n", - " Pakistani or British Pakistani 56 \n", - " Unknown 154 \n", - " White + Asian 49 \n", - " White + Black African 63 \n", - " White + Black Caribbean 63 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 203 \n", - " 2 203 \n", - " 3 196 \n", + " Indian or British Indian 63 \n", + " Irish 49 \n", + " Other Black 63 \n", + " Other White 63 \n", + " Other mixed 49 \n", + " Pakistani or British Pakistani 49 \n", + " Unknown 147 \n", + " White + Asian 63 \n", + " White + Black African 56 \n", + " White + Black Caribbean 42 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 210 \n", + " 2 175 \n", + " 3 203 \n", " 4 210 \n", - " 5 Least deprived 203 \n", - " Unknown 49 \n", - "BMI 30+ 343 \n", + " 5 Least deprived 189 \n", + " Unknown 42 \n", + "BMI 30+ 301 \n", " under 30 728 \n", - "Chronic cardiac disease no 1050 \n", - " yes 14 \n", - "Current COPD no 1057 \n", - " yes 7 \n", - "Dialysis no 1050 \n", + "Chronic cardiac disease no 1015 \n", " yes 14 \n", - "DMARDs no 1050 \n", + "Current COPD no 1015 \n", " yes 14 \n", - "Dementia no 1050 \n", + "Dialysis no 1022 \n", + " yes 0 \n", + "DMARDs no 1015 \n", " yes 14 \n", - "Psychosis, schizophrenia, or bipolar no 1057 \n", - " yes 7 \n", - "Learning disability no 1043 \n", - " yes 28 \n", - "SSRI (last 12 months) no 1057 \n", + "Dementia no 1022 \n", " yes 7 \n", - "Chemo or radiotherapy no 1057 \n", + "Psychosis, schizophrenia, or bipolar no 1022 \n", " yes 7 \n", - "Cancer (lung) no 1057 \n", + "Learning disability no 1001 \n", + " yes 28 \n", + "SSRI (last 12 months) no 1022 \n", " yes 7 \n", - "Cancer (excluding lung/haem) no 1057 \n", + "Chemo or radiotherapy no 1015 \n", + " yes 14 \n", + "Cancer (lung) no 1015 \n", + " yes 14 \n", + "Cancer (excluding lung/haem) no 1022 \n", + " yes 0 \n", + "Cancer (haematological) no 1022 \n", " yes 0 \n", - "Cancer (haematological) no 1057 \n", - " yes 7 \n", "\n", - " Vaccinated at 25 May (%) \\\n", + " Vaccinated at 03 Sep (%) \\\n", "Category Group \n", - "overall overall 50.4 \n", - "Sex F 47.7 \n", - " M 53.1 \n", - "Age band 0 52.9 \n", + "overall overall 50.2 \n", + "Sex F 48.4 \n", + " M 52.1 \n", + "Age band 0 66.7 \n", " 0-15 50.0 \n", - " 16-29 40.0 \n", - " 30-34 55.0 \n", - " 35-39 47.1 \n", - " 40-44 47.4 \n", - " 45-49 42.1 \n", - " 50-54 57.1 \n", - " 55-59 52.6 \n", - " 60-64 47.4 \n", - " 65-69 47.4 \n", - " 70-74 55.6 \n", - " 75-79 47.1 \n", - " 80-84 50.0 \n", - " 85-89 55.0 \n", - " 90+ 55.6 \n", - "Ethnicity (broad categories) Black 50.0 \n", - " Mixed 49.0 \n", - " Other 49.0 \n", - " South Asian 51.0 \n", - " Unknown 51.2 \n", - " White 52.8 \n", - "ethnicity 16 groups African 47.1 \n", - " Bangladeshi or British Bangladeshi 37.5 \n", - " Caribbean 52.9 \n", - " Chinese 52.9 \n", - " Other 56.2 \n", - " Other Asian 46.7 \n", - " British or Mixed British 50.0 \n", - " Indian or British Indian 50.0 \n", + " 16-17 54.5 \n", + " 18-29 47.6 \n", + " 30-34 50.0 \n", + " 35-39 44.4 \n", + " 40-44 55.6 \n", + " 45-49 50.0 \n", + " 50-54 50.0 \n", + " 55-59 44.4 \n", + " 60-64 52.9 \n", + " 65-69 54.5 \n", + " 70-74 50.0 \n", + " 75-79 50.0 \n", + " 80-84 45.0 \n", + " 85-89 50.0 \n", + " 90+ 50.0 \n", + "Ethnicity (broad categories) Black 48.0 \n", + " Mixed 50.0 \n", + " Other 54.7 \n", + " South Asian 52.1 \n", + " Unknown 46.7 \n", + " White 51.1 \n", + "ethnicity 16 groups African 52.9 \n", + " Bangladeshi or British Bangladeshi 50.0 \n", + " Caribbean 44.4 \n", + " Chinese 50.0 \n", + " Other 50.0 \n", + " Other Asian 53.3 \n", + " British or Mixed British 53.8 \n", + " Indian or British Indian 52.9 \n", " Irish 50.0 \n", - " Other Black 50.0 \n", - " Other White 50.0 \n", - " Other mixed 47.1 \n", - " Pakistani or British Pakistani 53.3 \n", - " Unknown 52.4 \n", - " White + Asian 43.8 \n", - " White + Black African 56.2 \n", - " White + Black Caribbean 45.0 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 50.0 \n", - " 2 54.7 \n", - " 3 46.7 \n", + " Other Black 56.2 \n", + " Other White 52.9 \n", + " Other mixed 43.8 \n", + " Pakistani or British Pakistani 50.0 \n", + " Unknown 48.8 \n", + " White + Asian 60.0 \n", + " White + Black African 50.0 \n", + " White + Black Caribbean 42.9 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 52.6 \n", + " 2 44.6 \n", + " 3 54.7 \n", " 4 50.8 \n", - " 5 Least deprived 49.2 \n", - " Unknown 50.0 \n", - "BMI 30+ 51.0 \n", - " under 30 50.5 \n", - "Chronic cardiac disease no 50.3 \n", - " yes 50.0 \n", - "Current COPD no 50.3 \n", - " yes 50.0 \n", - "Dialysis no 50.2 \n", + " 5 Least deprived 50.0 \n", + " Unknown 46.2 \n", + "BMI 30+ 51.2 \n", + " under 30 49.8 \n", + "Chronic cardiac disease no 50.0 \n", " yes 66.7 \n", - "DMARDs no 50.2 \n", + "Current COPD no 50.0 \n", " yes 66.7 \n", - "Dementia no 50.2 \n", + "Dialysis no 50.2 \n", + " yes 0.0 \n", + "DMARDs no 50.0 \n", " yes 66.7 \n", - "Psychosis, schizophrenia, or bipolar no 50.5 \n", + "Dementia no 50.3 \n", " yes 33.3 \n", - "Learning disability no 50.5 \n", + "Psychosis, schizophrenia, or bipolar no 50.2 \n", + " yes 50.0 \n", + "Learning disability no 50.0 \n", " yes 57.1 \n", - "SSRI (last 12 months) no 50.5 \n", - " yes 33.3 \n", - "Chemo or radiotherapy no 50.5 \n", - " yes 33.3 \n", - "Cancer (lung) no 50.3 \n", + "SSRI (last 12 months) no 50.2 \n", " yes 50.0 \n", - "Cancer (excluding lung/haem) no 50.5 \n", - " yes 0.0 \n", - "Cancer (haematological) no 50.3 \n", + "Chemo or radiotherapy no 50.2 \n", " yes 50.0 \n", + "Cancer (lung) no 50.0 \n", + " yes 66.7 \n", + "Cancer (excluding lung/haem) no 50.2 \n", + " yes 0.0 \n", + "Cancer (haematological) no 50.2 \n", + " yes 0.0 \n", "\n", " Total eligible \\\n", "Category Group \n", - "overall overall 2114 \n", - "Sex F 1085 \n", - " M 1029 \n", - "Age band 0 119 \n", - " 0-15 140 \n", - " 16-29 140 \n", - " 30-34 140 \n", - " 35-39 119 \n", - " 40-44 133 \n", - " 45-49 133 \n", - " 50-54 147 \n", - " 55-59 133 \n", - " 60-64 133 \n", - " 65-69 133 \n", - " 70-74 126 \n", - " 75-79 119 \n", + "overall overall 2051 \n", + "Sex F 1071 \n", + " M 980 \n", + "Age band 0 21 \n", + " 0-15 126 \n", + " 16-17 154 \n", + " 18-29 147 \n", + " 30-34 112 \n", + " 35-39 126 \n", + " 40-44 126 \n", + " 45-49 140 \n", + " 50-54 126 \n", + " 55-59 126 \n", + " 60-64 119 \n", + " 65-69 154 \n", + " 70-74 140 \n", + " 75-79 126 \n", " 80-84 140 \n", " 85-89 140 \n", - " 90+ 126 \n", - "Ethnicity (broad categories) Black 378 \n", - " Mixed 343 \n", - " Other 357 \n", - " South Asian 357 \n", - " Unknown 301 \n", - " White 371 \n", + " 90+ 28 \n", + "Ethnicity (broad categories) Black 350 \n", + " Mixed 350 \n", + " Other 371 \n", + " South Asian 336 \n", + " Unknown 315 \n", + " White 329 \n", "ethnicity 16 groups African 119 \n", " Bangladeshi or British Bangladeshi 112 \n", - " Caribbean 119 \n", - " Chinese 119 \n", + " Caribbean 126 \n", + " Chinese 112 \n", " Other 112 \n", " Other Asian 105 \n", - " British or Mixed British 98 \n", - " Indian or British Indian 112 \n", - " Irish 126 \n", + " British or Mixed British 91 \n", + " Indian or British Indian 119 \n", + " Irish 98 \n", " Other Black 112 \n", - " Other White 98 \n", - " Other mixed 119 \n", - " Pakistani or British Pakistani 105 \n", - " Unknown 294 \n", - " White + Asian 112 \n", + " Other White 119 \n", + " Other mixed 112 \n", + " Pakistani or British Pakistani 98 \n", + " Unknown 301 \n", + " White + Asian 105 \n", " White + Black African 112 \n", - " White + Black Caribbean 140 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 406 \n", - " 2 371 \n", - " 3 420 \n", + " White + Black Caribbean 98 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 399 \n", + " 2 392 \n", + " 3 371 \n", " 4 413 \n", - " 5 Least deprived 413 \n", - " Unknown 98 \n", - "BMI 30+ 672 \n", - " under 30 1442 \n", - "Chronic cardiac disease no 2086 \n", - " yes 28 \n", - "Current COPD no 2100 \n", - " yes 14 \n", - "Dialysis no 2093 \n", + " 5 Least deprived 378 \n", + " Unknown 91 \n", + "BMI 30+ 588 \n", + " under 30 1463 \n", + "Chronic cardiac disease no 2030 \n", " yes 21 \n", - "DMARDs no 2093 \n", + "Current COPD no 2030 \n", " yes 21 \n", - "Dementia no 2093 \n", + "Dialysis no 2037 \n", + " yes 14 \n", + "DMARDs no 2030 \n", " yes 21 \n", - "Psychosis, schizophrenia, or bipolar no 2093 \n", + "Dementia no 2030 \n", " yes 21 \n", - "Learning disability no 2065 \n", + "Psychosis, schizophrenia, or bipolar no 2037 \n", + " yes 14 \n", + "Learning disability no 2002 \n", " yes 49 \n", - "SSRI (last 12 months) no 2093 \n", - " yes 21 \n", - "Chemo or radiotherapy no 2093 \n", - " yes 21 \n", - "Cancer (lung) no 2100 \n", + "SSRI (last 12 months) no 2037 \n", " yes 14 \n", - "Cancer (excluding lung/haem) no 2093 \n", + "Chemo or radiotherapy no 2023 \n", + " yes 28 \n", + "Cancer (lung) no 2030 \n", " yes 21 \n", - "Cancer (haematological) no 2100 \n", + "Cancer (excluding lung/haem) no 2037 \n", + " yes 14 \n", + "Cancer (haematological) no 2037 \n", " yes 14 \n", "\n", " Previous week's vaccination coverage (%) \\\n", "Category Group \n", - "overall overall 48.6 \n", - "Sex F 46.5 \n", - " M 51.0 \n", - "Age band 0 52.9 \n", - " 0-15 50.0 \n", - " 16-29 40.0 \n", - " 30-34 55.0 \n", - " 35-39 47.1 \n", - " 40-44 42.1 \n", - " 45-49 42.1 \n", - " 50-54 52.4 \n", - " 55-59 47.4 \n", - " 60-64 47.4 \n", - " 65-69 47.4 \n", + "overall overall 48.7 \n", + "Sex F 47.1 \n", + " M 50.7 \n", + "Age band 0 66.7 \n", + " 0-15 44.4 \n", + " 16-17 54.5 \n", + " 18-29 42.9 \n", + " 30-34 50.0 \n", + " 35-39 38.9 \n", + " 40-44 55.6 \n", + " 45-49 50.0 \n", + " 50-54 50.0 \n", + " 55-59 44.4 \n", + " 60-64 47.1 \n", + " 65-69 54.5 \n", " 70-74 50.0 \n", - " 75-79 47.1 \n", + " 75-79 44.4 \n", " 80-84 45.0 \n", - " 85-89 55.0 \n", - " 90+ 55.6 \n", - "Ethnicity (broad categories) Black 48.1 \n", - " Mixed 46.9 \n", - " Other 47.1 \n", - " South Asian 51.0 \n", - " Unknown 48.8 \n", - " White 52.8 \n", - "ethnicity 16 groups African 47.1 \n", - " Bangladeshi or British Bangladeshi 37.5 \n", - " Caribbean 52.9 \n", - " Chinese 52.9 \n", - " Other 56.2 \n", - " Other Asian 46.7 \n", - " British or Mixed British 42.9 \n", - " Indian or British Indian 50.0 \n", - " Irish 50.0 \n", + " 85-89 50.0 \n", + " 90+ 50.0 \n", + "Ethnicity (broad categories) Black 46.0 \n", + " Mixed 48.0 \n", + " Other 52.8 \n", + " South Asian 50.0 \n", + " Unknown 44.4 \n", + " White 48.9 \n", + "ethnicity 16 groups African 52.9 \n", + " Bangladeshi or British Bangladeshi 50.0 \n", + " Caribbean 38.9 \n", + " Chinese 50.0 \n", + " Other 50.0 \n", + " Other Asian 53.3 \n", + " British or Mixed British 53.8 \n", + " Indian or British Indian 52.9 \n", + " Irish 42.9 \n", " Other Black 50.0 \n", - " Other White 50.0 \n", - " Other mixed 47.1 \n", - " Pakistani or British Pakistani 53.3 \n", - " Unknown 50.0 \n", - " White + Asian 43.8 \n", - " White + Black African 56.2 \n", - " White + Black Caribbean 45.0 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 48.3 \n", - " 2 52.8 \n", - " 3 45.0 \n", + " Other White 52.9 \n", + " Other mixed 43.8 \n", + " Pakistani or British Pakistani 50.0 \n", + " Unknown 46.5 \n", + " White + Asian 60.0 \n", + " White + Black African 50.0 \n", + " White + Black Caribbean 42.9 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 50.9 \n", + " 2 42.9 \n", + " 3 52.8 \n", " 4 49.2 \n", - " 5 Least deprived 47.5 \n", - " Unknown 50.0 \n", - "BMI 30+ 49.0 \n", - " under 30 48.5 \n", - "Chronic cardiac disease no 48.7 \n", - " yes 50.0 \n", - "Current COPD no 48.7 \n", - " yes 50.0 \n", - "Dialysis no 48.5 \n", + " 5 Least deprived 48.1 \n", + " Unknown 46.2 \n", + "BMI 30+ 48.8 \n", + " under 30 48.8 \n", + "Chronic cardiac disease no 48.6 \n", " yes 66.7 \n", - "DMARDs no 48.5 \n", + "Current COPD no 48.6 \n", " yes 66.7 \n", - "Dementia no 48.2 \n", + "Dialysis no 48.8 \n", + " yes 0.0 \n", + "DMARDs no 48.6 \n", " yes 66.7 \n", - "Psychosis, schizophrenia, or bipolar no 48.8 \n", - " yes 33.3 \n", - "Learning disability no 48.8 \n", - " yes 42.9 \n", - "SSRI (last 12 months) no 48.8 \n", + "Dementia no 48.6 \n", " yes 33.3 \n", + "Psychosis, schizophrenia, or bipolar no 48.5 \n", + " yes 50.0 \n", + "Learning disability no 48.6 \n", + " yes 57.1 \n", + "SSRI (last 12 months) no 48.5 \n", + " yes 50.0 \n", "Chemo or radiotherapy no 48.8 \n", - " yes 33.3 \n", - "Cancer (lung) no 48.7 \n", " yes 50.0 \n", + "Cancer (lung) no 48.6 \n", + " yes 66.7 \n", "Cancer (excluding lung/haem) no 48.8 \n", " yes 0.0 \n", - "Cancer (haematological) no 48.7 \n", - " yes 50.0 \n", + "Cancer (haematological) no 48.8 \n", + " yes 0.0 \n", "\n", " Vaccinated over last 7d (%) \n", "Category Group \n", - "overall overall 1.8 \n", - "Sex F 1.2 \n", - " M 2.1 \n", + "overall overall 1.5 \n", + "Sex F 1.3 \n", + " M 1.4 \n", "Age band 0 0.0 \n", - " 0-15 0.0 \n", - " 16-29 0.0 \n", + " 0-15 5.6 \n", + " 16-17 0.0 \n", + " 18-29 4.7 \n", " 30-34 0.0 \n", - " 35-39 0.0 \n", - " 40-44 5.3 \n", + " 35-39 5.5 \n", + " 40-44 0.0 \n", " 45-49 0.0 \n", - " 50-54 4.7 \n", - " 55-59 5.2 \n", - " 60-64 0.0 \n", + " 50-54 0.0 \n", + " 55-59 0.0 \n", + " 60-64 5.8 \n", " 65-69 0.0 \n", - " 70-74 5.6 \n", - " 75-79 0.0 \n", - " 80-84 5.0 \n", + " 70-74 0.0 \n", + " 75-79 5.6 \n", + " 80-84 0.0 \n", " 85-89 0.0 \n", " 90+ 0.0 \n", - "Ethnicity (broad categories) Black 1.9 \n", - " Mixed 2.1 \n", + "Ethnicity (broad categories) Black 2.0 \n", + " Mixed 2.0 \n", " Other 1.9 \n", - " South Asian 0.0 \n", - " Unknown 2.4 \n", - " White 0.0 \n", + " South Asian 2.1 \n", + " Unknown 2.3 \n", + " White 2.2 \n", "ethnicity 16 groups African 0.0 \n", " Bangladeshi or British Bangladeshi 0.0 \n", - " Caribbean 0.0 \n", + " Caribbean 5.5 \n", " Chinese 0.0 \n", " Other 0.0 \n", " Other Asian 0.0 \n", - " British or Mixed British 7.1 \n", + " British or Mixed British 0.0 \n", " Indian or British Indian 0.0 \n", - " Irish 0.0 \n", - " Other Black 0.0 \n", + " Irish 7.1 \n", + " Other Black 6.2 \n", " Other White 0.0 \n", " Other mixed 0.0 \n", " Pakistani or British Pakistani 0.0 \n", - " Unknown 2.4 \n", + " Unknown 2.3 \n", " White + Asian 0.0 \n", " White + Black African 0.0 \n", " White + Black Caribbean 0.0 \n", "Index of Multiple Deprivation (quintiles) 1 Most deprived 1.7 \n", - " 2 1.9 \n", - " 3 1.7 \n", + " 2 1.7 \n", + " 3 1.9 \n", " 4 1.6 \n", - " 5 Least deprived 1.7 \n", + " 5 Least deprived 1.9 \n", " Unknown 0.0 \n", - "BMI 30+ 2.0 \n", - " under 30 2.0 \n", - "Chronic cardiac disease no 1.6 \n", + "BMI 30+ 2.4 \n", + " under 30 1.0 \n", + "Chronic cardiac disease no 1.4 \n", " yes 0.0 \n", - "Current COPD no 1.6 \n", + "Current COPD no 1.4 \n", " yes 0.0 \n", - "Dialysis no 1.7 \n", + "Dialysis no 1.4 \n", " yes 0.0 \n", - "DMARDs no 1.7 \n", + "DMARDs no 1.4 \n", " yes 0.0 \n", - "Dementia no 2.0 \n", + "Dementia no 1.7 \n", " yes 0.0 \n", "Psychosis, schizophrenia, or bipolar no 1.7 \n", " yes 0.0 \n", - "Learning disability no 1.7 \n", - " yes 14.2 \n", + "Learning disability no 1.4 \n", + " yes 0.0 \n", "SSRI (last 12 months) no 1.7 \n", " yes 0.0 \n", - "Chemo or radiotherapy no 1.7 \n", + "Chemo or radiotherapy no 1.4 \n", " yes 0.0 \n", - "Cancer (lung) no 1.6 \n", + "Cancer (lung) no 1.4 \n", " yes 0.0 \n", - "Cancer (excluding lung/haem) no 1.7 \n", + "Cancer (excluding lung/haem) no 1.4 \n", " yes 0.0 \n", - "Cancer (haematological) no 1.6 \n", + "Cancer (haematological) no 1.4 \n", " yes 0.0 " ] }, @@ -3268,8 +3288,8 @@ " \n", " \n", " \n", - " Vaccinated at 25 May (n)\n", - " Vaccinated at 25 May (%)\n", + " Vaccinated at 03 Sep (n)\n", + " Vaccinated at 03 Sep (%)\n", " Total eligible\n", " Previous week's vaccination coverage (%)\n", " Vaccinated over last 7d (%)\n", @@ -3288,327 +3308,335 @@ " \n", " overall\n", " overall\n", - " 1728\n", - " 49.6\n", - " 3486\n", - " 47.6\n", - " 2.0\n", + " 1804\n", + " 49.7\n", + " 3633\n", + " 48.1\n", + " 1.6\n", " \n", " \n", " Sex\n", " F\n", - " 889\n", - " 50.0\n", - " 1778\n", - " 48.4\n", - " 1.6\n", + " 910\n", + " 49.8\n", + " 1827\n", + " 48.3\n", + " 1.5\n", " \n", " \n", " M\n", - " 833\n", - " 48.8\n", - " 1708\n", - " 46.7\n", - " 2.1\n", + " 896\n", + " 49.6\n", + " 1806\n", + " 48.1\n", + " 1.5\n", " \n", " \n", - " Age band\n", + " Age band\n", " 0\n", - " 98\n", - " 48.3\n", - " 203\n", - " 44.8\n", - " 3.5\n", + " 28\n", + " 57.1\n", + " 49\n", + " 57.1\n", + " 0.0\n", " \n", " \n", " 0-15\n", " 119\n", - " 53.1\n", - " 224\n", " 50.0\n", - " 3.1\n", + " 238\n", + " 50.0\n", + " 0.0\n", " \n", " \n", - " 16-29\n", - " 98\n", + " 16-17\n", + " 140\n", + " 52.6\n", + " 266\n", " 50.0\n", - " 196\n", - " 46.4\n", - " 3.6\n", + " 2.6\n", + " \n", + " \n", + " 18-29\n", + " 105\n", + " 51.7\n", + " 203\n", + " 48.3\n", + " 3.4\n", " \n", " \n", " 30-34\n", - " 98\n", - " 50.0\n", - " 196\n", - " 46.4\n", - " 3.6\n", + " 119\n", + " 45.9\n", + " 259\n", + " 43.2\n", + " 2.7\n", " \n", " \n", " 35-39\n", - " 91\n", - " 44.8\n", - " 203\n", - " 44.8\n", + " 112\n", + " 45.7\n", + " 245\n", + " 45.7\n", " 0.0\n", " \n", " \n", " 40-44\n", - " 126\n", - " 52.9\n", + " 112\n", + " 47.1\n", " 238\n", - " 50.0\n", - " 2.9\n", + " 47.1\n", + " 0.0\n", " \n", " \n", " 45-49\n", - " 126\n", - " 50.0\n", - " 252\n", - " 47.2\n", - " 2.8\n", + " 133\n", + " 55.9\n", + " 238\n", + " 52.9\n", + " 3.0\n", " \n", " \n", " 50-54\n", - " 112\n", - " 48.5\n", - " 231\n", - " 45.5\n", - " 3.0\n", + " 105\n", + " 44.1\n", + " 238\n", + " 41.2\n", + " 2.9\n", " \n", " \n", " 55-59\n", - " 112\n", - " 50.0\n", - " 224\n", - " 50.0\n", - " 0.0\n", + " 119\n", + " 48.6\n", + " 245\n", + " 45.7\n", + " 2.9\n", " \n", " \n", " 60-64\n", " 105\n", - " 48.4\n", - " 217\n", - " 48.4\n", - " 0.0\n", + " 46.9\n", + " 224\n", + " 43.8\n", + " 3.1\n", " \n", " \n", " 65-69\n", - " 98\n", - " 43.8\n", - " 224\n", - " 40.6\n", + " 119\n", + " 54.8\n", + " 217\n", + " 51.6\n", " 3.2\n", " \n", " \n", " 70-74\n", " 126\n", - " 56.2\n", - " 224\n", - " 56.2\n", - " 0.0\n", + " 60.0\n", + " 210\n", + " 56.7\n", + " 3.3\n", " \n", " \n", " 75-79\n", " 112\n", - " 51.6\n", - " 217\n", - " 48.4\n", - " 3.2\n", + " 50.0\n", + " 224\n", + " 50.0\n", + " 0.0\n", " \n", " \n", " 80-84\n", - " 91\n", - " 43.3\n", - " 210\n", - " 43.3\n", + " 112\n", + " 50.0\n", + " 224\n", + " 50.0\n", " 0.0\n", " \n", " \n", " 85-89\n", - " 105\n", - " 48.4\n", - " 217\n", - " 45.2\n", - " 3.2\n", + " 119\n", + " 45.9\n", + " 259\n", + " 45.9\n", + " 0.0\n", " \n", " \n", " 90+\n", - " 112\n", - " 53.3\n", - " 210\n", - " 50.0\n", - " 3.3\n", + " 21\n", + " 37.5\n", + " 56\n", + " 37.5\n", + " 0.0\n", " \n", " \n", " Ethnicity (broad categories)\n", " Black\n", - " 280\n", - " 45.5\n", + " 308\n", + " 50.0\n", " 616\n", - " 43.2\n", + " 47.7\n", " 2.3\n", " \n", " \n", " Mixed\n", - " 287\n", - " 48.2\n", - " 595\n", + " 301\n", + " 49.4\n", + " 609\n", " 47.1\n", - " 1.1\n", + " 2.3\n", " \n", " \n", " Other\n", - " 287\n", - " 47.1\n", - " 609\n", - " 44.8\n", + " 301\n", + " 48.9\n", + " 616\n", + " 46.6\n", " 2.3\n", " \n", " \n", " South Asian\n", - " 301\n", - " 55.8\n", - " 539\n", - " 53.2\n", - " 2.6\n", + " 308\n", + " 50.0\n", + " 616\n", + " 48.9\n", + " 1.1\n", " \n", " \n", " Unknown\n", " 273\n", - " 49.4\n", - " 553\n", - " 48.1\n", - " 1.3\n", + " 50.0\n", + " 546\n", + " 47.4\n", + " 2.6\n", " \n", " \n", " White\n", - " 294\n", - " 51.2\n", - " 574\n", - " 50.0\n", + " 315\n", + " 50.6\n", + " 623\n", + " 49.4\n", " 1.2\n", " \n", " \n", " ethnicity 16 groups\n", " African\n", - " 84\n", - " 48.0\n", - " 175\n", - " 48.0\n", - " 0.0\n", + " 98\n", + " 50.0\n", + " 196\n", + " 46.4\n", + " 3.6\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", - " 77\n", - " 50.0\n", - " 154\n", - " 50.0\n", - " 0.0\n", + " 105\n", + " 51.7\n", + " 203\n", + " 48.3\n", + " 3.4\n", " \n", " \n", " Caribbean\n", - " 98\n", - " 51.9\n", - " 189\n", - " 48.1\n", - " 3.8\n", + " 91\n", + " 52.0\n", + " 175\n", + " 48.0\n", + " 4.0\n", " \n", " \n", " Chinese\n", - " 98\n", - " 51.9\n", - " 189\n", - " 48.1\n", - " 3.8\n", + " 126\n", + " 56.2\n", + " 224\n", + " 53.1\n", + " 3.1\n", " \n", " \n", " Other\n", - " 77\n", - " 45.8\n", - " 168\n", - " 45.8\n", + " 84\n", + " 52.2\n", + " 161\n", + " 52.2\n", " 0.0\n", " \n", " \n", " Other Asian\n", - " 84\n", - " 46.2\n", - " 182\n", - " 46.2\n", + " 70\n", + " 41.7\n", + " 168\n", + " 41.7\n", " 0.0\n", " \n", " \n", " British or Mixed British\n", - " 84\n", - " 48.0\n", - " 175\n", - " 48.0\n", + " 105\n", + " 51.7\n", + " 203\n", + " 51.7\n", " 0.0\n", " \n", " \n", " Indian or British Indian\n", - " 91\n", - " 48.1\n", - " 189\n", - " 48.1\n", + " 84\n", + " 42.9\n", + " 196\n", + " 42.9\n", " 0.0\n", " \n", " \n", " Irish\n", - " 91\n", - " 48.1\n", - " 189\n", - " 44.4\n", - " 3.7\n", + " 105\n", + " 48.4\n", + " 217\n", + " 48.4\n", + " 0.0\n", " \n", " \n", " Other Black\n", - " 105\n", - " 57.7\n", - " 182\n", + " 98\n", " 53.8\n", - " 3.9\n", + " 182\n", + " 50.0\n", + " 3.8\n", " \n", " \n", " Other White\n", - " 98\n", - " 51.9\n", - " 189\n", - " 48.1\n", - " 3.8\n", + " 84\n", + " 46.2\n", + " 182\n", + " 46.2\n", + " 0.0\n", " \n", " \n", " Other mixed\n", - " 119\n", - " 54.8\n", - " 217\n", - " 54.8\n", + " 91\n", + " 50.0\n", + " 182\n", + " 50.0\n", " 0.0\n", " \n", " \n", " Pakistani or British Pakistani\n", - " 91\n", - " 52.0\n", - " 175\n", - " 48.0\n", - " 4.0\n", + " 105\n", + " 53.6\n", + " 196\n", + " 53.6\n", + " 0.0\n", " \n", " \n", " Unknown\n", - " 273\n", - " 50.0\n", - " 546\n", + " 259\n", + " 48.7\n", + " 532\n", " 47.4\n", - " 2.6\n", + " 1.3\n", " \n", " \n", " White + Asian\n", - " 77\n", - " 40.7\n", - " 189\n", - " 37.0\n", - " 3.7\n", + " 112\n", + " 48.5\n", + " 231\n", + " 45.5\n", + " 3.0\n", " \n", " \n", " White + Black African\n", @@ -3620,103 +3648,103 @@ " \n", " \n", " White + Black Caribbean\n", - " 98\n", - " 48.3\n", - " 203\n", - " 48.3\n", - " 0.0\n", - " \n", + " 105\n", + " 50.0\n", + " 210\n", + " 46.7\n", + " 3.3\n", + " \n", " \n", " Index of Multiple Deprivation (quintiles)\n", " 1 Most deprived\n", - " 350\n", + " 371\n", + " 53.0\n", + " 700\n", " 51.0\n", - " 686\n", - " 49.0\n", " 2.0\n", " \n", " \n", " 2\n", - " 301\n", - " 48.3\n", - " 623\n", - " 46.1\n", - " 2.2\n", + " 343\n", + " 49.5\n", + " 693\n", + " 48.5\n", + " 1.0\n", " \n", " \n", " 3\n", - " 343\n", - " 50.5\n", - " 679\n", - " 47.4\n", - " 3.1\n", + " 308\n", + " 44.9\n", + " 686\n", + " 42.9\n", + " 2.0\n", " \n", " \n", " 4\n", - " 336\n", - " 50.5\n", + " 343\n", + " 51.6\n", " 665\n", - " 48.4\n", + " 49.5\n", " 2.1\n", " \n", " \n", " 5 Least deprived\n", - " 322\n", - " 47.9\n", - " 672\n", - " 46.9\n", + " 343\n", + " 49.5\n", + " 693\n", + " 48.5\n", " 1.0\n", " \n", " \n", " Unknown\n", - " 77\n", + " 98\n", " 50.0\n", - " 154\n", - " 45.5\n", - " 4.5\n", + " 196\n", + " 50.0\n", + " 0.0\n", " \n", " \n", " BMI\n", " 30+\n", - " 497\n", - " 49.3\n", - " 1008\n", - " 47.2\n", - " 2.1\n", + " 539\n", + " 49.7\n", + " 1085\n", + " 47.7\n", + " 2.0\n", " \n", " \n", " under 30\n", - " 1232\n", + " 1267\n", " 49.7\n", - " 2478\n", - " 47.7\n", - " 2.0\n", + " 2548\n", + " 48.1\n", + " 1.6\n", " \n", " \n", " Chronic cardiac disease\n", " no\n", - " 1715\n", + " 1785\n", " 49.6\n", - " 3458\n", - " 47.6\n", - " 2.0\n", + " 3598\n", + " 48.1\n", + " 1.5\n", " \n", " \n", " yes\n", " 14\n", - " 50.0\n", - " 28\n", - " 50.0\n", + " 40.0\n", + " 35\n", + " 40.0\n", " 0.0\n", " \n", " \n", " Current COPD\n", " no\n", - " 1708\n", - " 49.6\n", - " 3444\n", - " 47.6\n", - " 2.0\n", + " 1778\n", + " 49.5\n", + " 3591\n", + " 48.0\n", + " 1.5\n", " \n", " \n", " yes\n", @@ -3729,28 +3757,28 @@ " \n", " Dialysis\n", " no\n", - " 1715\n", - " 49.7\n", - " 3451\n", - " 47.9\n", - " 1.8\n", + " 1785\n", + " 49.6\n", + " 3598\n", + " 48.1\n", + " 1.5\n", " \n", " \n", " yes\n", - " 14\n", - " 40.0\n", + " 21\n", + " 60.0\n", " 35\n", - " 40.0\n", + " 60.0\n", " 0.0\n", " \n", " \n", " DMARDs\n", " no\n", - " 1715\n", - " 49.7\n", - " 3451\n", - " 47.7\n", - " 2.0\n", + " 1792\n", + " 49.8\n", + " 3598\n", + " 48.2\n", + " 1.6\n", " \n", " \n", " yes\n", @@ -3763,45 +3791,45 @@ " \n", " Dementia\n", " no\n", - " 1708\n", - " 49.5\n", - " 3451\n", - " 47.5\n", - " 2.0\n", + " 1792\n", + " 49.8\n", + " 3598\n", + " 48.2\n", + " 1.6\n", " \n", " \n", " yes\n", - " 21\n", - " 60.0\n", + " 14\n", + " 40.0\n", " 35\n", - " 60.0\n", + " 40.0\n", " 0.0\n", " \n", " \n", " Psychosis, schizophrenia, or bipolar\n", " no\n", - " 1708\n", - " 49.6\n", - " 3444\n", - " 47.6\n", - " 2.0\n", + " 1792\n", + " 49.9\n", + " 3591\n", + " 48.3\n", + " 1.6\n", " \n", " \n", " yes\n", - " 21\n", - " 50.0\n", + " 14\n", + " 33.3\n", " 42\n", - " 50.0\n", + " 33.3\n", " 0.0\n", " \n", " \n", " Learning disability\n", " no\n", - " 1687\n", - " 49.5\n", - " 3409\n", - " 47.6\n", - " 1.9\n", + " 1764\n", + " 49.6\n", + " 3556\n", + " 48.0\n", + " 1.6\n", " \n", " \n", " yes\n", @@ -3814,86 +3842,86 @@ " \n", " SSRI (last 12 months)\n", " no\n", - " 1715\n", + " 1785\n", " 49.6\n", - " 3458\n", - " 47.8\n", - " 1.8\n", + " 3598\n", + " 48.1\n", + " 1.5\n", " \n", " \n", " yes\n", - " 14\n", - " 50.0\n", - " 28\n", - " 25.0\n", - " 25.0\n", + " 21\n", + " 60.0\n", + " 35\n", + " 60.0\n", + " 0.0\n", " \n", " \n", " Chemo or radiotherapy\n", " no\n", - " 1708\n", - " 49.5\n", - " 3451\n", - " 47.5\n", - " 2.0\n", + " 1792\n", + " 49.8\n", + " 3598\n", + " 48.2\n", + " 1.6\n", " \n", " \n", " yes\n", - " 21\n", - " 60.0\n", + " 14\n", + " 40.0\n", " 35\n", - " 60.0\n", + " 40.0\n", " 0.0\n", " \n", " \n", " Cancer (lung)\n", " no\n", - " 1715\n", + " 1778\n", " 49.6\n", - " 3458\n", - " 47.6\n", - " 2.0\n", + " 3584\n", + " 48.0\n", + " 1.6\n", " \n", " \n", " yes\n", - " 14\n", - " 50.0\n", " 28\n", - " 50.0\n", + " 57.1\n", + " 49\n", + " 57.1\n", " 0.0\n", " \n", " \n", " Cancer (excluding lung/haem)\n", " no\n", - " 1708\n", + " 1785\n", " 49.6\n", - " 3444\n", - " 47.6\n", - " 2.0\n", + " 3598\n", + " 48.1\n", + " 1.5\n", " \n", " \n", " yes\n", - " 21\n", - " 50.0\n", - " 42\n", - " 50.0\n", + " 14\n", + " 40.0\n", + " 35\n", + " 40.0\n", " 0.0\n", " \n", " \n", " Cancer (haematological)\n", " no\n", - " 1715\n", - " 49.7\n", - " 3451\n", - " 47.7\n", - " 2.0\n", + " 1785\n", + " 49.8\n", + " 3584\n", + " 48.2\n", + " 1.6\n", " \n", " \n", " yes\n", - " 14\n", - " 40.0\n", - " 35\n", - " 40.0\n", + " 21\n", + " 42.9\n", + " 49\n", + " 42.9\n", " 0.0\n", " \n", " \n", @@ -3901,389 +3929,394 @@ "" ], "text/plain": [ - " Vaccinated at 25 May (n) \\\n", + " Vaccinated at 03 Sep (n) \\\n", "Category Group \n", - "overall overall 1728 \n", - "Sex F 889 \n", - " M 833 \n", - "Age band 0 98 \n", + "overall overall 1804 \n", + "Sex F 910 \n", + " M 896 \n", + "Age band 0 28 \n", " 0-15 119 \n", - " 16-29 98 \n", - " 30-34 98 \n", - " 35-39 91 \n", - " 40-44 126 \n", - " 45-49 126 \n", - " 50-54 112 \n", - " 55-59 112 \n", + " 16-17 140 \n", + " 18-29 105 \n", + " 30-34 119 \n", + " 35-39 112 \n", + " 40-44 112 \n", + " 45-49 133 \n", + " 50-54 105 \n", + " 55-59 119 \n", " 60-64 105 \n", - " 65-69 98 \n", + " 65-69 119 \n", " 70-74 126 \n", " 75-79 112 \n", - " 80-84 91 \n", - " 85-89 105 \n", - " 90+ 112 \n", - "Ethnicity (broad categories) Black 280 \n", - " Mixed 287 \n", - " Other 287 \n", - " South Asian 301 \n", - " Unknown 273 \n", - " White 294 \n", - "ethnicity 16 groups African 84 \n", - " Bangladeshi or British Bangladeshi 77 \n", - " Caribbean 98 \n", - " Chinese 98 \n", - " Other 77 \n", - " Other Asian 84 \n", - " British or Mixed British 84 \n", - " Indian or British Indian 91 \n", - " Irish 91 \n", - " Other Black 105 \n", - " Other White 98 \n", - " Other mixed 119 \n", - " Pakistani or British Pakistani 91 \n", + " 80-84 112 \n", + " 85-89 119 \n", + " 90+ 21 \n", + "Ethnicity (broad categories) Black 308 \n", + " Mixed 301 \n", + " Other 301 \n", + " South Asian 308 \n", " Unknown 273 \n", - " White + Asian 77 \n", + " White 315 \n", + "ethnicity 16 groups African 98 \n", + " Bangladeshi or British Bangladeshi 105 \n", + " Caribbean 91 \n", + " Chinese 126 \n", + " Other 84 \n", + " Other Asian 70 \n", + " British or Mixed British 105 \n", + " Indian or British Indian 84 \n", + " Irish 105 \n", + " Other Black 98 \n", + " Other White 84 \n", + " Other mixed 91 \n", + " Pakistani or British Pakistani 105 \n", + " Unknown 259 \n", + " White + Asian 112 \n", " White + Black African 84 \n", - " White + Black Caribbean 98 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 350 \n", - " 2 301 \n", - " 3 343 \n", - " 4 336 \n", - " 5 Least deprived 322 \n", - " Unknown 77 \n", - "BMI 30+ 497 \n", - " under 30 1232 \n", - "Chronic cardiac disease no 1715 \n", + " White + Black Caribbean 105 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 371 \n", + " 2 343 \n", + " 3 308 \n", + " 4 343 \n", + " 5 Least deprived 343 \n", + " Unknown 98 \n", + "BMI 30+ 539 \n", + " under 30 1267 \n", + "Chronic cardiac disease no 1785 \n", " yes 14 \n", - "Current COPD no 1708 \n", + "Current COPD no 1778 \n", + " yes 21 \n", + "Dialysis no 1785 \n", " yes 21 \n", - "Dialysis no 1715 \n", + "DMARDs no 1792 \n", " yes 14 \n", - "DMARDs no 1715 \n", + "Dementia no 1792 \n", " yes 14 \n", - "Dementia no 1708 \n", - " yes 21 \n", - "Psychosis, schizophrenia, or bipolar no 1708 \n", - " yes 21 \n", - "Learning disability no 1687 \n", - " yes 42 \n", - "SSRI (last 12 months) no 1715 \n", + "Psychosis, schizophrenia, or bipolar no 1792 \n", " yes 14 \n", - "Chemo or radiotherapy no 1708 \n", + "Learning disability no 1764 \n", + " yes 42 \n", + "SSRI (last 12 months) no 1785 \n", " yes 21 \n", - "Cancer (lung) no 1715 \n", + "Chemo or radiotherapy no 1792 \n", " yes 14 \n", - "Cancer (excluding lung/haem) no 1708 \n", - " yes 21 \n", - "Cancer (haematological) no 1715 \n", + "Cancer (lung) no 1778 \n", + " yes 28 \n", + "Cancer (excluding lung/haem) no 1785 \n", " yes 14 \n", + "Cancer (haematological) no 1785 \n", + " yes 21 \n", "\n", - " Vaccinated at 25 May (%) \\\n", + " Vaccinated at 03 Sep (%) \\\n", "Category Group \n", - "overall overall 49.6 \n", - "Sex F 50.0 \n", - " M 48.8 \n", - "Age band 0 48.3 \n", - " 0-15 53.1 \n", - " 16-29 50.0 \n", - " 30-34 50.0 \n", - " 35-39 44.8 \n", - " 40-44 52.9 \n", - " 45-49 50.0 \n", - " 50-54 48.5 \n", - " 55-59 50.0 \n", - " 60-64 48.4 \n", - " 65-69 43.8 \n", - " 70-74 56.2 \n", - " 75-79 51.6 \n", - " 80-84 43.3 \n", - " 85-89 48.4 \n", - " 90+ 53.3 \n", - "Ethnicity (broad categories) Black 45.5 \n", - " Mixed 48.2 \n", - " Other 47.1 \n", - " South Asian 55.8 \n", - " Unknown 49.4 \n", - " White 51.2 \n", - "ethnicity 16 groups African 48.0 \n", - " Bangladeshi or British Bangladeshi 50.0 \n", - " Caribbean 51.9 \n", - " Chinese 51.9 \n", - " Other 45.8 \n", - " Other Asian 46.2 \n", - " British or Mixed British 48.0 \n", - " Indian or British Indian 48.1 \n", - " Irish 48.1 \n", - " Other Black 57.7 \n", - " Other White 51.9 \n", - " Other mixed 54.8 \n", - " Pakistani or British Pakistani 52.0 \n", + "overall overall 49.7 \n", + "Sex F 49.8 \n", + " M 49.6 \n", + "Age band 0 57.1 \n", + " 0-15 50.0 \n", + " 16-17 52.6 \n", + " 18-29 51.7 \n", + " 30-34 45.9 \n", + " 35-39 45.7 \n", + " 40-44 47.1 \n", + " 45-49 55.9 \n", + " 50-54 44.1 \n", + " 55-59 48.6 \n", + " 60-64 46.9 \n", + " 65-69 54.8 \n", + " 70-74 60.0 \n", + " 75-79 50.0 \n", + " 80-84 50.0 \n", + " 85-89 45.9 \n", + " 90+ 37.5 \n", + "Ethnicity (broad categories) Black 50.0 \n", + " Mixed 49.4 \n", + " Other 48.9 \n", + " South Asian 50.0 \n", " Unknown 50.0 \n", - " White + Asian 40.7 \n", + " White 50.6 \n", + "ethnicity 16 groups African 50.0 \n", + " Bangladeshi or British Bangladeshi 51.7 \n", + " Caribbean 52.0 \n", + " Chinese 56.2 \n", + " Other 52.2 \n", + " Other Asian 41.7 \n", + " British or Mixed British 51.7 \n", + " Indian or British Indian 42.9 \n", + " Irish 48.4 \n", + " Other Black 53.8 \n", + " Other White 46.2 \n", + " Other mixed 50.0 \n", + " Pakistani or British Pakistani 53.6 \n", + " Unknown 48.7 \n", + " White + Asian 48.5 \n", " White + Black African 46.2 \n", - " White + Black Caribbean 48.3 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 51.0 \n", - " 2 48.3 \n", - " 3 50.5 \n", - " 4 50.5 \n", - " 5 Least deprived 47.9 \n", + " White + Black Caribbean 50.0 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 53.0 \n", + " 2 49.5 \n", + " 3 44.9 \n", + " 4 51.6 \n", + " 5 Least deprived 49.5 \n", " Unknown 50.0 \n", - "BMI 30+ 49.3 \n", + "BMI 30+ 49.7 \n", " under 30 49.7 \n", "Chronic cardiac disease no 49.6 \n", + " yes 40.0 \n", + "Current COPD no 49.5 \n", " yes 50.0 \n", - "Current COPD no 49.6 \n", - " yes 50.0 \n", - "Dialysis no 49.7 \n", + "Dialysis no 49.6 \n", + " yes 60.0 \n", + "DMARDs no 49.8 \n", " yes 40.0 \n", - "DMARDs no 49.7 \n", + "Dementia no 49.8 \n", " yes 40.0 \n", - "Dementia no 49.5 \n", - " yes 60.0 \n", - "Psychosis, schizophrenia, or bipolar no 49.6 \n", - " yes 50.0 \n", - "Learning disability no 49.5 \n", + "Psychosis, schizophrenia, or bipolar no 49.9 \n", + " yes 33.3 \n", + "Learning disability no 49.6 \n", " yes 54.5 \n", "SSRI (last 12 months) no 49.6 \n", - " yes 50.0 \n", - "Chemo or radiotherapy no 49.5 \n", " yes 60.0 \n", + "Chemo or radiotherapy no 49.8 \n", + " yes 40.0 \n", "Cancer (lung) no 49.6 \n", - " yes 50.0 \n", + " yes 57.1 \n", "Cancer (excluding lung/haem) no 49.6 \n", - " yes 50.0 \n", - "Cancer (haematological) no 49.7 \n", " yes 40.0 \n", + "Cancer (haematological) no 49.8 \n", + " yes 42.9 \n", "\n", " Total eligible \\\n", "Category Group \n", - "overall overall 3486 \n", - "Sex F 1778 \n", - " M 1708 \n", - "Age band 0 203 \n", - " 0-15 224 \n", - " 16-29 196 \n", - " 30-34 196 \n", - " 35-39 203 \n", + "overall overall 3633 \n", + "Sex F 1827 \n", + " M 1806 \n", + "Age band 0 49 \n", + " 0-15 238 \n", + " 16-17 266 \n", + " 18-29 203 \n", + " 30-34 259 \n", + " 35-39 245 \n", " 40-44 238 \n", - " 45-49 252 \n", - " 50-54 231 \n", - " 55-59 224 \n", - " 60-64 217 \n", - " 65-69 224 \n", - " 70-74 224 \n", - " 75-79 217 \n", - " 80-84 210 \n", - " 85-89 217 \n", - " 90+ 210 \n", + " 45-49 238 \n", + " 50-54 238 \n", + " 55-59 245 \n", + " 60-64 224 \n", + " 65-69 217 \n", + " 70-74 210 \n", + " 75-79 224 \n", + " 80-84 224 \n", + " 85-89 259 \n", + " 90+ 56 \n", "Ethnicity (broad categories) Black 616 \n", - " Mixed 595 \n", - " Other 609 \n", - " South Asian 539 \n", - " Unknown 553 \n", - " White 574 \n", - "ethnicity 16 groups African 175 \n", - " Bangladeshi or British Bangladeshi 154 \n", - " Caribbean 189 \n", - " Chinese 189 \n", - " Other 168 \n", - " Other Asian 182 \n", - " British or Mixed British 175 \n", - " Indian or British Indian 189 \n", - " Irish 189 \n", - " Other Black 182 \n", - " Other White 189 \n", - " Other mixed 217 \n", - " Pakistani or British Pakistani 175 \n", + " Mixed 609 \n", + " Other 616 \n", + " South Asian 616 \n", " Unknown 546 \n", - " White + Asian 189 \n", + " White 623 \n", + "ethnicity 16 groups African 196 \n", + " Bangladeshi or British Bangladeshi 203 \n", + " Caribbean 175 \n", + " Chinese 224 \n", + " Other 161 \n", + " Other Asian 168 \n", + " British or Mixed British 203 \n", + " Indian or British Indian 196 \n", + " Irish 217 \n", + " Other Black 182 \n", + " Other White 182 \n", + " Other mixed 182 \n", + " Pakistani or British Pakistani 196 \n", + " Unknown 532 \n", + " White + Asian 231 \n", " White + Black African 182 \n", - " White + Black Caribbean 203 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 686 \n", - " 2 623 \n", - " 3 679 \n", + " White + Black Caribbean 210 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 700 \n", + " 2 693 \n", + " 3 686 \n", " 4 665 \n", - " 5 Least deprived 672 \n", - " Unknown 154 \n", - "BMI 30+ 1008 \n", - " under 30 2478 \n", - "Chronic cardiac disease no 3458 \n", - " yes 28 \n", - "Current COPD no 3444 \n", + " 5 Least deprived 693 \n", + " Unknown 196 \n", + "BMI 30+ 1085 \n", + " under 30 2548 \n", + "Chronic cardiac disease no 3598 \n", + " yes 35 \n", + "Current COPD no 3591 \n", " yes 42 \n", - "Dialysis no 3451 \n", + "Dialysis no 3598 \n", " yes 35 \n", - "DMARDs no 3451 \n", + "DMARDs no 3598 \n", " yes 35 \n", - "Dementia no 3451 \n", + "Dementia no 3598 \n", " yes 35 \n", - "Psychosis, schizophrenia, or bipolar no 3444 \n", + "Psychosis, schizophrenia, or bipolar no 3591 \n", " yes 42 \n", - "Learning disability no 3409 \n", + "Learning disability no 3556 \n", " yes 77 \n", - "SSRI (last 12 months) no 3458 \n", - " yes 28 \n", - "Chemo or radiotherapy no 3451 \n", + "SSRI (last 12 months) no 3598 \n", " yes 35 \n", - "Cancer (lung) no 3458 \n", - " yes 28 \n", - "Cancer (excluding lung/haem) no 3444 \n", - " yes 42 \n", - "Cancer (haematological) no 3451 \n", + "Chemo or radiotherapy no 3598 \n", " yes 35 \n", + "Cancer (lung) no 3584 \n", + " yes 49 \n", + "Cancer (excluding lung/haem) no 3598 \n", + " yes 35 \n", + "Cancer (haematological) no 3584 \n", + " yes 49 \n", "\n", " Previous week's vaccination coverage (%) \\\n", "Category Group \n", - "overall overall 47.6 \n", - "Sex F 48.4 \n", - " M 46.7 \n", - "Age band 0 44.8 \n", + "overall overall 48.1 \n", + "Sex F 48.3 \n", + " M 48.1 \n", + "Age band 0 57.1 \n", " 0-15 50.0 \n", - " 16-29 46.4 \n", - " 30-34 46.4 \n", - " 35-39 44.8 \n", - " 40-44 50.0 \n", - " 45-49 47.2 \n", - " 50-54 45.5 \n", - " 55-59 50.0 \n", - " 60-64 48.4 \n", - " 65-69 40.6 \n", - " 70-74 56.2 \n", - " 75-79 48.4 \n", - " 80-84 43.3 \n", - " 85-89 45.2 \n", - " 90+ 50.0 \n", - "Ethnicity (broad categories) Black 43.2 \n", + " 16-17 50.0 \n", + " 18-29 48.3 \n", + " 30-34 43.2 \n", + " 35-39 45.7 \n", + " 40-44 47.1 \n", + " 45-49 52.9 \n", + " 50-54 41.2 \n", + " 55-59 45.7 \n", + " 60-64 43.8 \n", + " 65-69 51.6 \n", + " 70-74 56.7 \n", + " 75-79 50.0 \n", + " 80-84 50.0 \n", + " 85-89 45.9 \n", + " 90+ 37.5 \n", + "Ethnicity (broad categories) Black 47.7 \n", " Mixed 47.1 \n", - " Other 44.8 \n", - " South Asian 53.2 \n", - " Unknown 48.1 \n", - " White 50.0 \n", - "ethnicity 16 groups African 48.0 \n", - " Bangladeshi or British Bangladeshi 50.0 \n", - " Caribbean 48.1 \n", - " Chinese 48.1 \n", - " Other 45.8 \n", - " Other Asian 46.2 \n", - " British or Mixed British 48.0 \n", - " Indian or British Indian 48.1 \n", - " Irish 44.4 \n", - " Other Black 53.8 \n", - " Other White 48.1 \n", - " Other mixed 54.8 \n", - " Pakistani or British Pakistani 48.0 \n", + " Other 46.6 \n", + " South Asian 48.9 \n", + " Unknown 47.4 \n", + " White 49.4 \n", + "ethnicity 16 groups African 46.4 \n", + " Bangladeshi or British Bangladeshi 48.3 \n", + " Caribbean 48.0 \n", + " Chinese 53.1 \n", + " Other 52.2 \n", + " Other Asian 41.7 \n", + " British or Mixed British 51.7 \n", + " Indian or British Indian 42.9 \n", + " Irish 48.4 \n", + " Other Black 50.0 \n", + " Other White 46.2 \n", + " Other mixed 50.0 \n", + " Pakistani or British Pakistani 53.6 \n", " Unknown 47.4 \n", - " White + Asian 37.0 \n", + " White + Asian 45.5 \n", " White + Black African 46.2 \n", - " White + Black Caribbean 48.3 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 49.0 \n", - " 2 46.1 \n", - " 3 47.4 \n", - " 4 48.4 \n", - " 5 Least deprived 46.9 \n", - " Unknown 45.5 \n", - "BMI 30+ 47.2 \n", - " under 30 47.7 \n", - "Chronic cardiac disease no 47.6 \n", - " yes 50.0 \n", - "Current COPD no 47.6 \n", + " White + Black Caribbean 46.7 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 51.0 \n", + " 2 48.5 \n", + " 3 42.9 \n", + " 4 49.5 \n", + " 5 Least deprived 48.5 \n", + " Unknown 50.0 \n", + "BMI 30+ 47.7 \n", + " under 30 48.1 \n", + "Chronic cardiac disease no 48.1 \n", + " yes 40.0 \n", + "Current COPD no 48.0 \n", " yes 50.0 \n", - "Dialysis no 47.9 \n", + "Dialysis no 48.1 \n", + " yes 60.0 \n", + "DMARDs no 48.2 \n", " yes 40.0 \n", - "DMARDs no 47.7 \n", + "Dementia no 48.2 \n", " yes 40.0 \n", - "Dementia no 47.5 \n", - " yes 60.0 \n", - "Psychosis, schizophrenia, or bipolar no 47.6 \n", - " yes 50.0 \n", - "Learning disability no 47.6 \n", + "Psychosis, schizophrenia, or bipolar no 48.3 \n", + " yes 33.3 \n", + "Learning disability no 48.0 \n", " yes 54.5 \n", - "SSRI (last 12 months) no 47.8 \n", - " yes 25.0 \n", - "Chemo or radiotherapy no 47.5 \n", + "SSRI (last 12 months) no 48.1 \n", " yes 60.0 \n", - "Cancer (lung) no 47.6 \n", - " yes 50.0 \n", - "Cancer (excluding lung/haem) no 47.6 \n", - " yes 50.0 \n", - "Cancer (haematological) no 47.7 \n", + "Chemo or radiotherapy no 48.2 \n", + " yes 40.0 \n", + "Cancer (lung) no 48.0 \n", + " yes 57.1 \n", + "Cancer (excluding lung/haem) no 48.1 \n", " yes 40.0 \n", + "Cancer (haematological) no 48.2 \n", + " yes 42.9 \n", "\n", " Vaccinated over last 7d (%) \n", "Category Group \n", - "overall overall 2.0 \n", - "Sex F 1.6 \n", - " M 2.1 \n", - "Age band 0 3.5 \n", - " 0-15 3.1 \n", - " 16-29 3.6 \n", - " 30-34 3.6 \n", + "overall overall 1.6 \n", + "Sex F 1.5 \n", + " M 1.5 \n", + "Age band 0 0.0 \n", + " 0-15 0.0 \n", + " 16-17 2.6 \n", + " 18-29 3.4 \n", + " 30-34 2.7 \n", " 35-39 0.0 \n", - " 40-44 2.9 \n", - " 45-49 2.8 \n", - " 50-54 3.0 \n", - " 55-59 0.0 \n", - " 60-64 0.0 \n", + " 40-44 0.0 \n", + " 45-49 3.0 \n", + " 50-54 2.9 \n", + " 55-59 2.9 \n", + " 60-64 3.1 \n", " 65-69 3.2 \n", - " 70-74 0.0 \n", - " 75-79 3.2 \n", + " 70-74 3.3 \n", + " 75-79 0.0 \n", " 80-84 0.0 \n", - " 85-89 3.2 \n", - " 90+ 3.3 \n", + " 85-89 0.0 \n", + " 90+ 0.0 \n", "Ethnicity (broad categories) Black 2.3 \n", - " Mixed 1.1 \n", + " Mixed 2.3 \n", " Other 2.3 \n", - " South Asian 2.6 \n", - " Unknown 1.3 \n", + " South Asian 1.1 \n", + " Unknown 2.6 \n", " White 1.2 \n", - "ethnicity 16 groups African 0.0 \n", - " Bangladeshi or British Bangladeshi 0.0 \n", - " Caribbean 3.8 \n", - " Chinese 3.8 \n", + "ethnicity 16 groups African 3.6 \n", + " Bangladeshi or British Bangladeshi 3.4 \n", + " Caribbean 4.0 \n", + " Chinese 3.1 \n", " Other 0.0 \n", " Other Asian 0.0 \n", " British or Mixed British 0.0 \n", " Indian or British Indian 0.0 \n", - " Irish 3.7 \n", - " Other Black 3.9 \n", - " Other White 3.8 \n", + " Irish 0.0 \n", + " Other Black 3.8 \n", + " Other White 0.0 \n", " Other mixed 0.0 \n", - " Pakistani or British Pakistani 4.0 \n", - " Unknown 2.6 \n", - " White + Asian 3.7 \n", + " Pakistani or British Pakistani 0.0 \n", + " Unknown 1.3 \n", + " White + Asian 3.0 \n", " White + Black African 0.0 \n", - " White + Black Caribbean 0.0 \n", + " White + Black Caribbean 3.3 \n", "Index of Multiple Deprivation (quintiles) 1 Most deprived 2.0 \n", - " 2 2.2 \n", - " 3 3.1 \n", + " 2 1.0 \n", + " 3 2.0 \n", " 4 2.1 \n", " 5 Least deprived 1.0 \n", - " Unknown 4.5 \n", - "BMI 30+ 2.1 \n", - " under 30 2.0 \n", - "Chronic cardiac disease no 2.0 \n", + " Unknown 0.0 \n", + "BMI 30+ 2.0 \n", + " under 30 1.6 \n", + "Chronic cardiac disease no 1.5 \n", + " yes 0.0 \n", + "Current COPD no 1.5 \n", " yes 0.0 \n", - "Current COPD no 2.0 \n", + "Dialysis no 1.5 \n", " yes 0.0 \n", - "Dialysis no 1.8 \n", + "DMARDs no 1.6 \n", " yes 0.0 \n", - "DMARDs no 2.0 \n", + "Dementia no 1.6 \n", " yes 0.0 \n", - "Dementia no 2.0 \n", + "Psychosis, schizophrenia, or bipolar no 1.6 \n", " yes 0.0 \n", - "Psychosis, schizophrenia, or bipolar no 2.0 \n", + "Learning disability no 1.6 \n", " yes 0.0 \n", - "Learning disability no 1.9 \n", + "SSRI (last 12 months) no 1.5 \n", " yes 0.0 \n", - "SSRI (last 12 months) no 1.8 \n", - " yes 25.0 \n", - "Chemo or radiotherapy no 2.0 \n", + "Chemo or radiotherapy no 1.6 \n", " yes 0.0 \n", - "Cancer (lung) no 2.0 \n", + "Cancer (lung) no 1.6 \n", " yes 0.0 \n", - "Cancer (excluding lung/haem) no 2.0 \n", + "Cancer (excluding lung/haem) no 1.5 \n", " yes 0.0 \n", - "Cancer (haematological) no 2.0 \n", + "Cancer (haematological) no 1.6 \n", " yes 0.0 " ] }, @@ -4363,8 +4396,8 @@ " \n", " \n", " \n", - " Vaccinated at 25 May (n)\n", - " Vaccinated at 25 May (%)\n", + " Vaccinated at 03 Sep (n)\n", + " Vaccinated at 03 Sep (%)\n", " Total eligible\n", " Previous week's vaccination coverage (%)\n", " Vaccinated over last 7d (%)\n", @@ -4383,48 +4416,40 @@ " \n", " overall\n", " overall\n", - " 693\n", - " 51.3\n", - " 1351\n", - " 48.8\n", - " 2.5\n", + " 653\n", + " 47.8\n", + " 1365\n", + " 46.7\n", + " 1.1\n", " \n", " \n", " Sex\n", " F\n", - " 364\n", - " 53.1\n", - " 686\n", - " 50.0\n", - " 3.1\n", + " 336\n", + " 46.6\n", + " 721\n", + " 45.6\n", + " 1.0\n", " \n", " \n", " M\n", - " 329\n", - " 49.0\n", - " 672\n", - " 46.9\n", - " 2.1\n", + " 322\n", + " 50.0\n", + " 644\n", + " 47.8\n", + " 2.2\n", " \n", " \n", - " Age band\n", + " Age band\n", " 0\n", - " 42\n", + " 14\n", " 50.0\n", - " 84\n", + " 28\n", " 50.0\n", " 0.0\n", " \n", " \n", " 0-15\n", - " 42\n", - " 42.9\n", - " 98\n", - " 42.9\n", - " 0.0\n", - " \n", - " \n", - " 16-29\n", " 35\n", " 45.5\n", " 77\n", @@ -4432,47 +4457,55 @@ " 0.0\n", " \n", " \n", - " 30-34\n", + " 16-17\n", " 49\n", - " 58.3\n", + " 50.0\n", + " 98\n", + " 42.9\n", + " 7.1\n", + " \n", + " \n", + " 18-29\n", + " 42\n", + " 50.0\n", " 84\n", - " 58.3\n", + " 50.0\n", " 0.0\n", " \n", " \n", - " 35-39\n", + " 30-34\n", " 42\n", - " 60.0\n", - " 70\n", - " 60.0\n", + " 54.5\n", + " 77\n", + " 54.5\n", " 0.0\n", " \n", " \n", - " 40-44\n", + " 35-39\n", " 42\n", " 50.0\n", " 84\n", - " 41.7\n", - " 8.3\n", + " 50.0\n", + " 0.0\n", " \n", " \n", - " 45-49\n", - " 35\n", - " 50.0\n", - " 70\n", - " 50.0\n", + " 40-44\n", + " 56\n", + " 47.1\n", + " 119\n", + " 47.1\n", " 0.0\n", " \n", " \n", - " 50-54\n", - " 42\n", - " 46.2\n", - " 91\n", - " 46.2\n", + " 45-49\n", + " 28\n", + " 36.4\n", + " 77\n", + " 36.4\n", " 0.0\n", " \n", " \n", - " 55-59\n", + " 50-54\n", " 35\n", " 50.0\n", " 70\n", @@ -4480,47 +4513,47 @@ " 0.0\n", " \n", " \n", - " 60-64\n", - " 42\n", - " 54.5\n", + " 55-59\n", + " 35\n", + " 45.5\n", " 77\n", - " 54.5\n", + " 45.5\n", " 0.0\n", " \n", " \n", - " 65-69\n", + " 60-64\n", " 42\n", - " 54.5\n", - " 77\n", - " 54.5\n", + " 46.2\n", + " 91\n", + " 46.2\n", " 0.0\n", " \n", " \n", - " 70-74\n", + " 65-69\n", " 42\n", " 46.2\n", " 91\n", - " 38.5\n", - " 7.7\n", + " 46.2\n", + " 0.0\n", " \n", " \n", - " 75-79\n", + " 70-74\n", " 49\n", - " 53.8\n", - " 91\n", - " 53.8\n", - " 0.0\n", + " 46.7\n", + " 105\n", + " 40.0\n", + " 6.7\n", " \n", " \n", - " 80-84\n", - " 56\n", - " 57.1\n", - " 98\n", + " 75-79\n", + " 42\n", " 50.0\n", - " 7.1\n", + " 84\n", + " 50.0\n", + " 0.0\n", " \n", " \n", - " 85-89\n", + " 80-84\n", " 49\n", " 50.0\n", " 98\n", @@ -4528,29 +4561,37 @@ " 0.0\n", " \n", " \n", + " 85-89\n", + " 42\n", + " 46.2\n", + " 91\n", + " 46.2\n", + " 0.0\n", + " \n", + " \n", " 90+\n", - " 49\n", - " 50.0\n", - " 98\n", - " 50.0\n", + " 14\n", + " 66.7\n", + " 21\n", + " 66.7\n", " 0.0\n", " \n", " \n", " Ethnicity (broad categories)\n", " Black\n", - " 98\n", - " 48.3\n", - " 203\n", - " 44.8\n", - " 3.5\n", + " 119\n", + " 50.0\n", + " 238\n", + " 47.1\n", + " 2.9\n", " \n", " \n", " Mixed\n", - " 119\n", - " 48.6\n", - " 245\n", - " 48.6\n", - " 0.0\n", + " 112\n", + " 48.5\n", + " 231\n", + " 45.5\n", + " 3.0\n", " \n", " \n", " Other\n", @@ -4562,36 +4603,36 @@ " \n", " \n", " South Asian\n", - " 112\n", - " 53.3\n", - " 210\n", - " 53.3\n", + " 91\n", + " 41.9\n", + " 217\n", + " 41.9\n", " 0.0\n", " \n", " \n", " Unknown\n", - " 126\n", - " 54.5\n", - " 231\n", - " 54.5\n", + " 105\n", + " 51.7\n", + " 203\n", + " 51.7\n", " 0.0\n", " \n", " \n", " White\n", - " 112\n", - " 50.0\n", - " 224\n", - " 46.9\n", - " 3.1\n", + " 119\n", + " 48.6\n", + " 245\n", + " 45.7\n", + " 2.9\n", " \n", " \n", " Dementia\n", " no\n", - " 686\n", - " 51.0\n", - " 1344\n", - " 49.0\n", - " 2.0\n", + " 651\n", + " 48.2\n", + " 1351\n", + " 46.6\n", + " 1.6\n", " \n", " \n", " yes\n", @@ -4606,154 +4647,159 @@ "" ], "text/plain": [ - " Vaccinated at 25 May (n) \\\n", + " Vaccinated at 03 Sep (n) \\\n", "Category Group \n", - "overall overall 693 \n", - "Sex F 364 \n", - " M 329 \n", - "Age band 0 42 \n", - " 0-15 42 \n", - " 16-29 35 \n", - " 30-34 49 \n", + "overall overall 653 \n", + "Sex F 336 \n", + " M 322 \n", + "Age band 0 14 \n", + " 0-15 35 \n", + " 16-17 49 \n", + " 18-29 42 \n", + " 30-34 42 \n", " 35-39 42 \n", - " 40-44 42 \n", - " 45-49 35 \n", - " 50-54 42 \n", + " 40-44 56 \n", + " 45-49 28 \n", + " 50-54 35 \n", " 55-59 35 \n", " 60-64 42 \n", " 65-69 42 \n", - " 70-74 42 \n", - " 75-79 49 \n", - " 80-84 56 \n", - " 85-89 49 \n", - " 90+ 49 \n", - "Ethnicity (broad categories) Black 98 \n", - " Mixed 119 \n", + " 70-74 49 \n", + " 75-79 42 \n", + " 80-84 49 \n", + " 85-89 42 \n", + " 90+ 14 \n", + "Ethnicity (broad categories) Black 119 \n", + " Mixed 112 \n", " Other 119 \n", - " South Asian 112 \n", - " Unknown 126 \n", - " White 112 \n", - "Dementia no 686 \n", + " South Asian 91 \n", + " Unknown 105 \n", + " White 119 \n", + "Dementia no 651 \n", " yes 0 \n", "\n", - " Vaccinated at 25 May (%) \\\n", + " Vaccinated at 03 Sep (%) \\\n", "Category Group \n", - "overall overall 51.3 \n", - "Sex F 53.1 \n", - " M 49.0 \n", + "overall overall 47.8 \n", + "Sex F 46.6 \n", + " M 50.0 \n", "Age band 0 50.0 \n", - " 0-15 42.9 \n", - " 16-29 45.5 \n", - " 30-34 58.3 \n", - " 35-39 60.0 \n", - " 40-44 50.0 \n", - " 45-49 50.0 \n", - " 50-54 46.2 \n", - " 55-59 50.0 \n", - " 60-64 54.5 \n", - " 65-69 54.5 \n", - " 70-74 46.2 \n", - " 75-79 53.8 \n", - " 80-84 57.1 \n", - " 85-89 50.0 \n", - " 90+ 50.0 \n", - "Ethnicity (broad categories) Black 48.3 \n", - " Mixed 48.6 \n", + " 0-15 45.5 \n", + " 16-17 50.0 \n", + " 18-29 50.0 \n", + " 30-34 54.5 \n", + " 35-39 50.0 \n", + " 40-44 47.1 \n", + " 45-49 36.4 \n", + " 50-54 50.0 \n", + " 55-59 45.5 \n", + " 60-64 46.2 \n", + " 65-69 46.2 \n", + " 70-74 46.7 \n", + " 75-79 50.0 \n", + " 80-84 50.0 \n", + " 85-89 46.2 \n", + " 90+ 66.7 \n", + "Ethnicity (broad categories) Black 50.0 \n", + " Mixed 48.5 \n", " Other 51.5 \n", - " South Asian 53.3 \n", - " Unknown 54.5 \n", - " White 50.0 \n", - "Dementia no 51.0 \n", + " South Asian 41.9 \n", + " Unknown 51.7 \n", + " White 48.6 \n", + "Dementia no 48.2 \n", " yes 0.0 \n", "\n", " Total eligible \\\n", "Category Group \n", - "overall overall 1351 \n", - "Sex F 686 \n", - " M 672 \n", - "Age band 0 84 \n", - " 0-15 98 \n", - " 16-29 77 \n", - " 30-34 84 \n", - " 35-39 70 \n", - " 40-44 84 \n", - " 45-49 70 \n", - " 50-54 91 \n", - " 55-59 70 \n", - " 60-64 77 \n", - " 65-69 77 \n", - " 70-74 91 \n", - " 75-79 91 \n", + "overall overall 1365 \n", + "Sex F 721 \n", + " M 644 \n", + "Age band 0 28 \n", + " 0-15 77 \n", + " 16-17 98 \n", + " 18-29 84 \n", + " 30-34 77 \n", + " 35-39 84 \n", + " 40-44 119 \n", + " 45-49 77 \n", + " 50-54 70 \n", + " 55-59 77 \n", + " 60-64 91 \n", + " 65-69 91 \n", + " 70-74 105 \n", + " 75-79 84 \n", " 80-84 98 \n", - " 85-89 98 \n", - " 90+ 98 \n", - "Ethnicity (broad categories) Black 203 \n", - " Mixed 245 \n", + " 85-89 91 \n", + " 90+ 21 \n", + "Ethnicity (broad categories) Black 238 \n", + " Mixed 231 \n", " Other 231 \n", - " South Asian 210 \n", - " Unknown 231 \n", - " White 224 \n", - "Dementia no 1344 \n", + " South Asian 217 \n", + " Unknown 203 \n", + " White 245 \n", + "Dementia no 1351 \n", " yes 14 \n", "\n", " Previous week's vaccination coverage (%) \\\n", "Category Group \n", - "overall overall 48.8 \n", - "Sex F 50.0 \n", - " M 46.9 \n", + "overall overall 46.7 \n", + "Sex F 45.6 \n", + " M 47.8 \n", "Age band 0 50.0 \n", - " 0-15 42.9 \n", - " 16-29 45.5 \n", - " 30-34 58.3 \n", - " 35-39 60.0 \n", - " 40-44 41.7 \n", - " 45-49 50.0 \n", - " 50-54 46.2 \n", - " 55-59 50.0 \n", - " 60-64 54.5 \n", - " 65-69 54.5 \n", - " 70-74 38.5 \n", - " 75-79 53.8 \n", + " 0-15 45.5 \n", + " 16-17 42.9 \n", + " 18-29 50.0 \n", + " 30-34 54.5 \n", + " 35-39 50.0 \n", + " 40-44 47.1 \n", + " 45-49 36.4 \n", + " 50-54 50.0 \n", + " 55-59 45.5 \n", + " 60-64 46.2 \n", + " 65-69 46.2 \n", + " 70-74 40.0 \n", + " 75-79 50.0 \n", " 80-84 50.0 \n", - " 85-89 50.0 \n", - " 90+ 50.0 \n", - "Ethnicity (broad categories) Black 44.8 \n", - " Mixed 48.6 \n", + " 85-89 46.2 \n", + " 90+ 66.7 \n", + "Ethnicity (broad categories) Black 47.1 \n", + " Mixed 45.5 \n", " Other 48.5 \n", - " South Asian 53.3 \n", - " Unknown 54.5 \n", - " White 46.9 \n", - "Dementia no 49.0 \n", + " South Asian 41.9 \n", + " Unknown 51.7 \n", + " White 45.7 \n", + "Dementia no 46.6 \n", " yes 0.0 \n", "\n", " Vaccinated over last 7d (%) \n", "Category Group \n", - "overall overall 2.5 \n", - "Sex F 3.1 \n", - " M 2.1 \n", + "overall overall 1.1 \n", + "Sex F 1.0 \n", + " M 2.2 \n", "Age band 0 0.0 \n", " 0-15 0.0 \n", - " 16-29 0.0 \n", + " 16-17 7.1 \n", + " 18-29 0.0 \n", " 30-34 0.0 \n", " 35-39 0.0 \n", - " 40-44 8.3 \n", + " 40-44 0.0 \n", " 45-49 0.0 \n", " 50-54 0.0 \n", " 55-59 0.0 \n", " 60-64 0.0 \n", " 65-69 0.0 \n", - " 70-74 7.7 \n", + " 70-74 6.7 \n", " 75-79 0.0 \n", - " 80-84 7.1 \n", + " 80-84 0.0 \n", " 85-89 0.0 \n", " 90+ 0.0 \n", - "Ethnicity (broad categories) Black 3.5 \n", - " Mixed 0.0 \n", + "Ethnicity (broad categories) Black 2.9 \n", + " Mixed 3.0 \n", " Other 3.0 \n", " South Asian 0.0 \n", " Unknown 0.0 \n", - " White 3.1 \n", - "Dementia no 2.0 \n", + " White 2.9 \n", + "Dementia no 1.6 \n", " yes 0.0 " ] }, @@ -4821,8 +4867,8 @@ " \n", " \n", " \n", - " Vaccinated at 25 May (n)\n", - " Vaccinated at 25 May (%)\n", + " Vaccinated at 03 Sep (n)\n", + " Vaccinated at 03 Sep (%)\n", " Total eligible\n", " Previous week's vaccination coverage (%)\n", " Vaccinated over last 7d (%)\n", @@ -4841,20 +4887,20 @@ " \n", " overall\n", " overall\n", - " 210\n", - " 48.4\n", - " 434\n", - " 45.9\n", - " 2.5\n", + " 226\n", + " 52.9\n", + " 427\n", + " 50.8\n", + " 2.1\n", " \n", " \n", " newly shielded since feb 15\n", " no\n", - " 210\n", - " 49.2\n", - " 427\n", - " 45.9\n", - " 3.3\n", + " 224\n", + " 53.3\n", + " 420\n", + " 51.7\n", + " 1.6\n", " \n", " \n", " yes\n", @@ -4867,19 +4913,19 @@ " \n", " Sex\n", " F\n", - " 98\n", - " 48.3\n", - " 203\n", - " 44.8\n", - " 3.5\n", + " 112\n", + " 51.6\n", + " 217\n", + " 51.6\n", + " 0.0\n", " \n", " \n", " M\n", " 112\n", + " 53.3\n", + " 210\n", " 50.0\n", - " 224\n", - " 46.9\n", - " 3.1\n", + " 3.3\n", " \n", " \n", " Age band\n", @@ -4887,8 +4933,8 @@ " 21\n", " 42.9\n", " 49\n", - " 28.6\n", - " 14.3\n", + " 42.9\n", + " 0.0\n", " \n", " \n", " 30-39\n", @@ -4901,41 +4947,41 @@ " \n", " 40-49\n", " 28\n", - " 50.0\n", - " 56\n", - " 37.5\n", - " 12.5\n", + " 57.1\n", + " 49\n", + " 42.9\n", + " 14.2\n", " \n", " \n", " 50-59\n", - " 21\n", - " 37.5\n", - " 56\n", - " 37.5\n", - " 0.0\n", + " 28\n", + " 57.1\n", + " 49\n", + " 42.9\n", + " 14.2\n", " \n", " \n", " 60-69\n", - " 28\n", - " 50.0\n", + " 35\n", + " 62.5\n", " 56\n", - " 50.0\n", + " 62.5\n", " 0.0\n", " \n", " \n", " 70-79\n", - " 56\n", - " 53.3\n", - " 105\n", - " 46.7\n", - " 6.6\n", + " 70\n", + " 58.8\n", + " 119\n", + " 52.9\n", + " 5.9\n", " \n", " \n", " 80+\n", - " 35\n", - " 62.5\n", - " 56\n", - " 62.5\n", + " 21\n", + " 50.0\n", + " 42\n", + " 50.0\n", " 0.0\n", " \n", " \n", @@ -4949,14 +4995,6 @@ " \n", " \n", " Mixed\n", - " 28\n", - " 36.4\n", - " 77\n", - " 36.4\n", - " 0.0\n", - " \n", - " \n", - " Other\n", " 42\n", " 60.0\n", " 70\n", @@ -4964,19 +5002,27 @@ " 0.0\n", " \n", " \n", - " South Asian\n", + " Other\n", " 42\n", " 54.5\n", " 77\n", - " 45.5\n", - " 9.0\n", + " 54.5\n", + " 0.0\n", + " \n", + " \n", + " South Asian\n", + " 35\n", + " 50.0\n", + " 70\n", + " 40.0\n", + " 10.0\n", " \n", " \n", " Unknown\n", - " 28\n", - " 44.4\n", + " 35\n", + " 55.6\n", " 63\n", - " 44.4\n", + " 55.6\n", " 0.0\n", " \n", " \n", @@ -4990,67 +5036,67 @@ " \n", " Index of Multiple Deprivation (quintiles)\n", " 1 Most deprived\n", - " 42\n", - " 42.9\n", - " 98\n", - " 42.9\n", + " 35\n", + " 45.5\n", + " 77\n", + " 45.5\n", " 0.0\n", " \n", " \n", " 2\n", - " 42\n", - " 42.9\n", - " 98\n", - " 42.9\n", + " 35\n", + " 45.5\n", + " 77\n", + " 45.5\n", " 0.0\n", " \n", " \n", " 3\n", - " 35\n", - " 45.5\n", - " 77\n", - " 36.4\n", - " 9.1\n", + " 49\n", + " 58.3\n", + " 84\n", + " 58.3\n", + " 0.0\n", " \n", " \n", " 4\n", - " 35\n", + " 42\n", " 50.0\n", - " 70\n", + " 84\n", " 50.0\n", " 0.0\n", " \n", " \n", " 5 Least deprived\n", - " 42\n", - " 60.0\n", - " 70\n", - " 60.0\n", - " 0.0\n", + " 49\n", + " 58.3\n", + " 84\n", + " 50.0\n", + " 8.3\n", " \n", " \n", " Unknown\n", - " 7\n", - " 33.3\n", + " 14\n", + " 66.7\n", " 21\n", + " 66.7\n", " 0.0\n", - " 33.3\n", " \n", " \n", " Learning disability\n", " no\n", - " 210\n", - " 49.2\n", + " 224\n", + " 52.5\n", " 427\n", - " 45.9\n", - " 3.3\n", + " 50.8\n", + " 1.7\n", " \n", " \n", " yes\n", " 0\n", " 0.0\n", - " 7\n", - " 0.0\n", + " 0\n", + " NaN\n", " 0.0\n", " \n", " \n", @@ -5058,149 +5104,149 @@ "" ], "text/plain": [ - " Vaccinated at 25 May (n) \\\n", + " Vaccinated at 03 Sep (n) \\\n", "Category Group \n", - "overall overall 210 \n", - "newly shielded since feb 15 no 210 \n", + "overall overall 226 \n", + "newly shielded since feb 15 no 224 \n", " yes 0 \n", - "Sex F 98 \n", + "Sex F 112 \n", " M 112 \n", "Age band 16-29 21 \n", " 30-39 28 \n", " 40-49 28 \n", - " 50-59 21 \n", - " 60-69 28 \n", - " 70-79 56 \n", - " 80+ 35 \n", + " 50-59 28 \n", + " 60-69 35 \n", + " 70-79 70 \n", + " 80+ 21 \n", "Ethnicity (broad categories) Black 28 \n", - " Mixed 28 \n", + " Mixed 42 \n", " Other 42 \n", - " South Asian 42 \n", - " Unknown 28 \n", + " South Asian 35 \n", + " Unknown 35 \n", " White 42 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 42 \n", - " 2 42 \n", - " 3 35 \n", - " 4 35 \n", - " 5 Least deprived 42 \n", - " Unknown 7 \n", - "Learning disability no 210 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 35 \n", + " 2 35 \n", + " 3 49 \n", + " 4 42 \n", + " 5 Least deprived 49 \n", + " Unknown 14 \n", + "Learning disability no 224 \n", " yes 0 \n", "\n", - " Vaccinated at 25 May (%) \\\n", + " Vaccinated at 03 Sep (%) \\\n", "Category Group \n", - "overall overall 48.4 \n", - "newly shielded since feb 15 no 49.2 \n", + "overall overall 52.9 \n", + "newly shielded since feb 15 no 53.3 \n", " yes 0.0 \n", - "Sex F 48.3 \n", - " M 50.0 \n", + "Sex F 51.6 \n", + " M 53.3 \n", "Age band 16-29 42.9 \n", " 30-39 50.0 \n", - " 40-49 50.0 \n", - " 50-59 37.5 \n", - " 60-69 50.0 \n", - " 70-79 53.3 \n", - " 80+ 62.5 \n", + " 40-49 57.1 \n", + " 50-59 57.1 \n", + " 60-69 62.5 \n", + " 70-79 58.8 \n", + " 80+ 50.0 \n", "Ethnicity (broad categories) Black 36.4 \n", - " Mixed 36.4 \n", - " Other 60.0 \n", - " South Asian 54.5 \n", - " Unknown 44.4 \n", + " Mixed 60.0 \n", + " Other 54.5 \n", + " South Asian 50.0 \n", + " Unknown 55.6 \n", " White 54.5 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 42.9 \n", - " 2 42.9 \n", - " 3 45.5 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 45.5 \n", + " 2 45.5 \n", + " 3 58.3 \n", " 4 50.0 \n", - " 5 Least deprived 60.0 \n", - " Unknown 33.3 \n", - "Learning disability no 49.2 \n", + " 5 Least deprived 58.3 \n", + " Unknown 66.7 \n", + "Learning disability no 52.5 \n", " yes 0.0 \n", "\n", " Total eligible \\\n", "Category Group \n", - "overall overall 434 \n", - "newly shielded since feb 15 no 427 \n", + "overall overall 427 \n", + "newly shielded since feb 15 no 420 \n", " yes 0 \n", - "Sex F 203 \n", - " M 224 \n", + "Sex F 217 \n", + " M 210 \n", "Age band 16-29 49 \n", " 30-39 56 \n", - " 40-49 56 \n", - " 50-59 56 \n", + " 40-49 49 \n", + " 50-59 49 \n", " 60-69 56 \n", - " 70-79 105 \n", - " 80+ 56 \n", + " 70-79 119 \n", + " 80+ 42 \n", "Ethnicity (broad categories) Black 77 \n", - " Mixed 77 \n", - " Other 70 \n", - " South Asian 77 \n", + " Mixed 70 \n", + " Other 77 \n", + " South Asian 70 \n", " Unknown 63 \n", " White 77 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 98 \n", - " 2 98 \n", - " 3 77 \n", - " 4 70 \n", - " 5 Least deprived 70 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 77 \n", + " 2 77 \n", + " 3 84 \n", + " 4 84 \n", + " 5 Least deprived 84 \n", " Unknown 21 \n", "Learning disability no 427 \n", - " yes 7 \n", + " yes 0 \n", "\n", " Previous week's vaccination coverage (%) \\\n", "Category Group \n", - "overall overall 45.9 \n", - "newly shielded since feb 15 no 45.9 \n", + "overall overall 50.8 \n", + "newly shielded since feb 15 no 51.7 \n", " yes NaN \n", - "Sex F 44.8 \n", - " M 46.9 \n", - "Age band 16-29 28.6 \n", + "Sex F 51.6 \n", + " M 50.0 \n", + "Age band 16-29 42.9 \n", " 30-39 50.0 \n", - " 40-49 37.5 \n", - " 50-59 37.5 \n", - " 60-69 50.0 \n", - " 70-79 46.7 \n", - " 80+ 62.5 \n", + " 40-49 42.9 \n", + " 50-59 42.9 \n", + " 60-69 62.5 \n", + " 70-79 52.9 \n", + " 80+ 50.0 \n", "Ethnicity (broad categories) Black 36.4 \n", - " Mixed 36.4 \n", - " Other 60.0 \n", - " South Asian 45.5 \n", - " Unknown 44.4 \n", + " Mixed 60.0 \n", + " Other 54.5 \n", + " South Asian 40.0 \n", + " Unknown 55.6 \n", " White 45.5 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 42.9 \n", - " 2 42.9 \n", - " 3 36.4 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 45.5 \n", + " 2 45.5 \n", + " 3 58.3 \n", " 4 50.0 \n", - " 5 Least deprived 60.0 \n", - " Unknown 0.0 \n", - "Learning disability no 45.9 \n", - " yes 0.0 \n", + " 5 Least deprived 50.0 \n", + " Unknown 66.7 \n", + "Learning disability no 50.8 \n", + " yes NaN \n", "\n", " Vaccinated over last 7d (%) \n", "Category Group \n", - "overall overall 2.5 \n", - "newly shielded since feb 15 no 3.3 \n", + "overall overall 2.1 \n", + "newly shielded since feb 15 no 1.6 \n", " yes 0.0 \n", - "Sex F 3.5 \n", - " M 3.1 \n", - "Age band 16-29 14.3 \n", + "Sex F 0.0 \n", + " M 3.3 \n", + "Age band 16-29 0.0 \n", " 30-39 0.0 \n", - " 40-49 12.5 \n", - " 50-59 0.0 \n", + " 40-49 14.2 \n", + " 50-59 14.2 \n", " 60-69 0.0 \n", - " 70-79 6.6 \n", + " 70-79 5.9 \n", " 80+ 0.0 \n", "Ethnicity (broad categories) Black 0.0 \n", " Mixed 0.0 \n", " Other 0.0 \n", - " South Asian 9.0 \n", + " South Asian 10.0 \n", " Unknown 0.0 \n", " White 9.0 \n", "Index of Multiple Deprivation (quintiles) 1 Most deprived 0.0 \n", " 2 0.0 \n", - " 3 9.1 \n", + " 3 0.0 \n", " 4 0.0 \n", - " 5 Least deprived 0.0 \n", - " Unknown 33.3 \n", - "Learning disability no 3.3 \n", + " 5 Least deprived 8.3 \n", + " Unknown 0.0 \n", + "Learning disability no 1.7 \n", " yes 0.0 " ] }, @@ -5268,8 +5314,8 @@ " \n", " \n", " \n", - " Vaccinated at 25 May (n)\n", - " Vaccinated at 25 May (%)\n", + " Vaccinated at 03 Sep (n)\n", + " Vaccinated at 03 Sep (%)\n", " Total eligible\n", " Previous week's vaccination coverage (%)\n", " Vaccinated over last 7d (%)\n", @@ -5288,125 +5334,125 @@ " \n", " overall\n", " overall\n", - " 1170\n", - " 51.4\n", - " 2275\n", - " 49.4\n", - " 2.0\n", + " 1094\n", + " 50.3\n", + " 2177\n", + " 48.7\n", + " 1.6\n", " \n", " \n", " Sex\n", " F\n", - " 595\n", - " 51.2\n", - " 1162\n", - " 48.8\n", - " 2.4\n", + " 581\n", + " 50.9\n", + " 1141\n", + " 49.1\n", + " 1.8\n", " \n", " \n", " M\n", - " 574\n", - " 51.6\n", - " 1113\n", - " 49.7\n", - " 1.9\n", + " 511\n", + " 49.0\n", + " 1043\n", + " 47.7\n", + " 1.3\n", " \n", " \n", " Ethnicity (broad categories)\n", " Black\n", - " 203\n", - " 53.7\n", - " 378\n", - " 51.9\n", - " 1.8\n", + " 182\n", + " 53.1\n", + " 343\n", + " 51.0\n", + " 2.1\n", " \n", " \n", " Mixed\n", - " 217\n", - " 53.4\n", - " 406\n", - " 51.7\n", - " 1.7\n", + " 182\n", + " 47.3\n", + " 385\n", + " 47.3\n", + " 0.0\n", " \n", " \n", " Other\n", " 203\n", - " 51.8\n", - " 392\n", - " 50.0\n", + " 52.7\n", + " 385\n", + " 50.9\n", " 1.8\n", " \n", " \n", " South Asian\n", - " 203\n", - " 52.7\n", - " 385\n", + " 182\n", " 49.1\n", - " 3.6\n", + " 371\n", + " 47.2\n", + " 1.9\n", " \n", " \n", " Unknown\n", - " 154\n", - " 46.8\n", - " 329\n", - " 46.8\n", + " 175\n", + " 50.0\n", + " 350\n", + " 50.0\n", " 0.0\n", " \n", " \n", " White\n", - " 189\n", - " 48.2\n", - " 392\n", - " 46.4\n", - " 1.8\n", + " 168\n", + " 48.0\n", + " 350\n", + " 46.0\n", + " 2.0\n", " \n", " \n", " ethnicity 16 groups\n", " African\n", - " 56\n", - " 44.4\n", + " 63\n", + " 50.0\n", " 126\n", - " 44.4\n", + " 50.0\n", " 0.0\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", - " 63\n", - " 56.2\n", + " 49\n", + " 43.8\n", " 112\n", - " 50.0\n", - " 6.2\n", + " 43.8\n", + " 0.0\n", " \n", " \n", " Caribbean\n", - " 56\n", - " 47.1\n", - " 119\n", - " 47.1\n", - " 0.0\n", + " 63\n", + " 56.2\n", + " 112\n", + " 50.0\n", + " 6.2\n", " \n", " \n", " Chinese\n", - " 70\n", - " 55.6\n", - " 126\n", + " 56\n", " 50.0\n", - " 5.6\n", + " 112\n", + " 50.0\n", + " 0.0\n", " \n", " \n", " Other\n", - " 49\n", - " 58.3\n", - " 84\n", - " 58.3\n", + " 56\n", + " 47.1\n", + " 119\n", + " 47.1\n", " 0.0\n", " \n", " \n", " Other Asian\n", - " 56\n", - " 47.1\n", + " 63\n", + " 52.9\n", " 119\n", - " 47.1\n", + " 52.9\n", " 0.0\n", " \n", " \n", @@ -5420,327 +5466,327 @@ " \n", " Indian or British Indian\n", " 70\n", - " 50.0\n", - " 140\n", - " 50.0\n", - " 0.0\n", + " 52.6\n", + " 133\n", + " 47.4\n", + " 5.2\n", " \n", " \n", " Irish\n", " 63\n", - " 52.9\n", - " 119\n", - " 47.1\n", - " 5.8\n", + " 47.4\n", + " 133\n", + " 47.4\n", + " 0.0\n", " \n", " \n", " Other Black\n", - " 77\n", - " 57.9\n", - " 133\n", - " 57.9\n", + " 49\n", + " 43.8\n", + " 112\n", + " 43.8\n", " 0.0\n", " \n", " \n", " Other White\n", - " 63\n", - " 50.0\n", - " 126\n", - " 50.0\n", + " 49\n", + " 53.8\n", + " 91\n", + " 53.8\n", " 0.0\n", " \n", " \n", " Other mixed\n", - " 63\n", - " 56.2\n", - " 112\n", - " 56.2\n", + " 77\n", + " 57.9\n", + " 133\n", + " 57.9\n", " 0.0\n", " \n", " \n", " Pakistani or British Pakistani\n", " 63\n", - " 47.4\n", - " 133\n", - " 47.4\n", + " 56.2\n", + " 112\n", + " 56.2\n", " 0.0\n", " \n", " \n", " Unknown\n", - " 182\n", - " 51.0\n", - " 357\n", - " 49.0\n", - " 2.0\n", + " 175\n", + " 52.1\n", + " 336\n", + " 50.0\n", + " 2.1\n", " \n", " \n", " White + Asian\n", - " 70\n", - " 55.6\n", - " 126\n", - " 50.0\n", - " 5.6\n", + " 49\n", + " 43.8\n", + " 112\n", + " 43.8\n", + " 0.0\n", " \n", " \n", " White + Black African\n", - " 63\n", - " 52.9\n", - " 119\n", - " 47.1\n", - " 5.8\n", + " 56\n", + " 61.5\n", + " 91\n", + " 53.8\n", + " 7.7\n", " \n", " \n", " White + Black Caribbean\n", - " 56\n", - " 50.0\n", - " 112\n", - " 50.0\n", + " 35\n", + " 33.3\n", + " 105\n", + " 33.3\n", " 0.0\n", " \n", " \n", " Index of Multiple Deprivation (quintiles)\n", " 1 Most deprived\n", - " 210\n", - " 51.7\n", - " 406\n", - " 50.0\n", - " 1.7\n", + " 203\n", + " 50.9\n", + " 399\n", + " 50.9\n", + " 0.0\n", " \n", " \n", " 2\n", - " 231\n", + " 224\n", " 51.6\n", - " 448\n", + " 434\n", " 50.0\n", " 1.6\n", " \n", " \n", " 3\n", - " 210\n", - " 50.0\n", - " 420\n", - " 48.3\n", - " 1.7\n", + " 189\n", + " 47.4\n", + " 399\n", + " 45.6\n", + " 1.8\n", " \n", " \n", " 4\n", - " 238\n", - " 52.3\n", - " 455\n", + " 210\n", + " 50.8\n", + " 413\n", " 49.2\n", - " 3.1\n", + " 1.6\n", " \n", " \n", " 5 Least deprived\n", - " 217\n", - " 50.8\n", + " 203\n", + " 47.5\n", " 427\n", - " 49.2\n", + " 45.9\n", " 1.6\n", " \n", " \n", " Unknown\n", " 56\n", - " 50.0\n", - " 112\n", - " 50.0\n", - " 0.0\n", + " 53.3\n", + " 105\n", + " 46.7\n", + " 6.6\n", " \n", " \n", " BMI\n", " 30+\n", - " 329\n", - " 49.5\n", - " 665\n", - " 47.4\n", - " 2.1\n", + " 343\n", + " 52.7\n", + " 651\n", + " 50.5\n", + " 2.2\n", " \n", " \n", " under 30\n", - " 840\n", - " 52.2\n", - " 1610\n", - " 50.4\n", - " 1.8\n", + " 749\n", + " 49.1\n", + " 1526\n", + " 47.7\n", + " 1.4\n", " \n", " \n", " Chronic cardiac disease\n", " no\n", - " 1155\n", - " 51.2\n", - " 2254\n", - " 49.1\n", - " 2.1\n", + " 1085\n", + " 50.3\n", + " 2156\n", + " 48.7\n", + " 1.6\n", " \n", " \n", " yes\n", " 14\n", - " 66.7\n", - " 21\n", - " 66.7\n", + " 50.0\n", + " 28\n", + " 50.0\n", " 0.0\n", " \n", " \n", " Current COPD\n", " no\n", - " 1155\n", - " 51.2\n", - " 2254\n", - " 49.4\n", - " 1.8\n", + " 1085\n", + " 50.3\n", + " 2156\n", + " 48.7\n", + " 1.6\n", " \n", " \n", " yes\n", - " 14\n", - " 66.7\n", - " 21\n", - " 66.7\n", + " 7\n", + " 25.0\n", + " 28\n", + " 25.0\n", " 0.0\n", " \n", " \n", " DMARDs\n", " no\n", - " 1162\n", - " 51.7\n", - " 2247\n", - " 49.5\n", - " 2.2\n", + " 1085\n", + " 50.3\n", + " 2156\n", + " 48.7\n", + " 1.6\n", " \n", " \n", " yes\n", " 7\n", - " 25.0\n", - " 28\n", - " 25.0\n", + " 33.3\n", + " 21\n", + " 33.3\n", " 0.0\n", " \n", " \n", " Dementia\n", " no\n", - " 1155\n", - " 51.2\n", - " 2254\n", - " 49.4\n", - " 1.8\n", + " 1085\n", + " 50.2\n", + " 2163\n", + " 48.9\n", + " 1.3\n", " \n", " \n", " yes\n", - " 14\n", + " 7\n", " 50.0\n", - " 28\n", + " 14\n", " 50.0\n", " 0.0\n", " \n", " \n", " Psychosis, schizophrenia, or bipolar\n", " no\n", - " 1162\n", - " 51.6\n", - " 2254\n", - " 49.4\n", - " 2.2\n", + " 1085\n", + " 50.3\n", + " 2156\n", + " 48.7\n", + " 1.6\n", " \n", " \n", " yes\n", - " 7\n", - " 33.3\n", - " 21\n", - " 33.3\n", + " 14\n", + " 50.0\n", + " 28\n", + " 50.0\n", " 0.0\n", " \n", " \n", " Learning disability\n", " no\n", - " 1155\n", - " 51.6\n", - " 2240\n", - " 49.4\n", - " 2.2\n", + " 1078\n", + " 50.3\n", + " 2142\n", + " 49.0\n", + " 1.3\n", " \n", " \n", " yes\n", " 14\n", - " 33.3\n", - " 42\n", - " 33.3\n", - " 0.0\n", + " 40.0\n", + " 35\n", + " 40.0\n", + " 0.0\n", " \n", " \n", " SSRI (last 12 months)\n", " no\n", - " 1155\n", - " 51.2\n", - " 2254\n", - " 49.4\n", - " 1.8\n", + " 1085\n", + " 50.3\n", + " 2156\n", + " 48.7\n", + " 1.6\n", " \n", " \n", " yes\n", - " 14\n", - " 66.7\n", + " 7\n", + " 33.3\n", " 21\n", - " 66.7\n", + " 33.3\n", " 0.0\n", " \n", " \n", " Chemo or radiotherapy\n", " no\n", - " 1162\n", - " 51.4\n", - " 2261\n", - " 49.2\n", - " 2.2\n", + " 1085\n", + " 50.3\n", + " 2156\n", + " 48.7\n", + " 1.6\n", " \n", " \n", " yes\n", " 14\n", - " 100.0\n", - " 14\n", " 50.0\n", + " 28\n", " 50.0\n", + " 0.0\n", " \n", " \n", " Cancer (lung)\n", " no\n", - " 1155\n", - " 51.6\n", - " 2240\n", - " 49.7\n", - " 1.9\n", + " 1085\n", + " 50.3\n", + " 2156\n", + " 48.7\n", + " 1.6\n", " \n", " \n", " yes\n", " 14\n", - " 40.0\n", - " 35\n", - " 40.0\n", + " 66.7\n", + " 21\n", + " 66.7\n", " 0.0\n", " \n", " \n", " Cancer (excluding lung/haem)\n", " no\n", - " 1162\n", - " 51.4\n", - " 2261\n", - " 49.2\n", - " 2.2\n", + " 1078\n", + " 49.8\n", + " 2163\n", + " 48.5\n", + " 1.3\n", " \n", " \n", " yes\n", - " 7\n", - " 33.3\n", + " 14\n", + " 66.7\n", " 21\n", - " 33.3\n", + " 66.7\n", " 0.0\n", " \n", " \n", " Cancer (haematological)\n", " no\n", - " 1155\n", - " 51.2\n", - " 2254\n", - " 49.4\n", - " 1.8\n", + " 1078\n", + " 50.0\n", + " 2156\n", + " 48.4\n", + " 1.6\n", " \n", " \n", " yes\n", @@ -5755,299 +5801,299 @@ "" ], "text/plain": [ - " Vaccinated at 25 May (n) \\\n", + " Vaccinated at 03 Sep (n) \\\n", "Category Group \n", - "overall overall 1170 \n", - "Sex F 595 \n", - " M 574 \n", - "Ethnicity (broad categories) Black 203 \n", - " Mixed 217 \n", + "overall overall 1094 \n", + "Sex F 581 \n", + " M 511 \n", + "Ethnicity (broad categories) Black 182 \n", + " Mixed 182 \n", " Other 203 \n", - " South Asian 203 \n", - " Unknown 154 \n", - " White 189 \n", - "ethnicity 16 groups African 56 \n", - " Bangladeshi or British Bangladeshi 63 \n", - " Caribbean 56 \n", - " Chinese 70 \n", - " Other 49 \n", - " Other Asian 56 \n", + " South Asian 182 \n", + " Unknown 175 \n", + " White 168 \n", + "ethnicity 16 groups African 63 \n", + " Bangladeshi or British Bangladeshi 49 \n", + " Caribbean 63 \n", + " Chinese 56 \n", + " Other 56 \n", + " Other Asian 63 \n", " British or Mixed British 56 \n", " Indian or British Indian 70 \n", " Irish 63 \n", - " Other Black 77 \n", - " Other White 63 \n", - " Other mixed 63 \n", + " Other Black 49 \n", + " Other White 49 \n", + " Other mixed 77 \n", " Pakistani or British Pakistani 63 \n", - " Unknown 182 \n", - " White + Asian 70 \n", - " White + Black African 63 \n", - " White + Black Caribbean 56 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 210 \n", - " 2 231 \n", - " 3 210 \n", - " 4 238 \n", - " 5 Least deprived 217 \n", + " Unknown 175 \n", + " White + Asian 49 \n", + " White + Black African 56 \n", + " White + Black Caribbean 35 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 203 \n", + " 2 224 \n", + " 3 189 \n", + " 4 210 \n", + " 5 Least deprived 203 \n", " Unknown 56 \n", - "BMI 30+ 329 \n", - " under 30 840 \n", - "Chronic cardiac disease no 1155 \n", - " yes 14 \n", - "Current COPD no 1155 \n", + "BMI 30+ 343 \n", + " under 30 749 \n", + "Chronic cardiac disease no 1085 \n", " yes 14 \n", - "DMARDs no 1162 \n", + "Current COPD no 1085 \n", " yes 7 \n", - "Dementia no 1155 \n", - " yes 14 \n", - "Psychosis, schizophrenia, or bipolar no 1162 \n", + "DMARDs no 1085 \n", + " yes 7 \n", + "Dementia no 1085 \n", " yes 7 \n", - "Learning disability no 1155 \n", + "Psychosis, schizophrenia, or bipolar no 1085 \n", " yes 14 \n", - "SSRI (last 12 months) no 1155 \n", + "Learning disability no 1078 \n", " yes 14 \n", - "Chemo or radiotherapy no 1162 \n", + "SSRI (last 12 months) no 1085 \n", + " yes 7 \n", + "Chemo or radiotherapy no 1085 \n", " yes 14 \n", - "Cancer (lung) no 1155 \n", + "Cancer (lung) no 1085 \n", " yes 14 \n", - "Cancer (excluding lung/haem) no 1162 \n", - " yes 7 \n", - "Cancer (haematological) no 1155 \n", + "Cancer (excluding lung/haem) no 1078 \n", + " yes 14 \n", + "Cancer (haematological) no 1078 \n", " yes 14 \n", "\n", - " Vaccinated at 25 May (%) \\\n", + " Vaccinated at 03 Sep (%) \\\n", "Category Group \n", - "overall overall 51.4 \n", - "Sex F 51.2 \n", - " M 51.6 \n", - "Ethnicity (broad categories) Black 53.7 \n", - " Mixed 53.4 \n", - " Other 51.8 \n", - " South Asian 52.7 \n", - " Unknown 46.8 \n", - " White 48.2 \n", - "ethnicity 16 groups African 44.4 \n", - " Bangladeshi or British Bangladeshi 56.2 \n", - " Caribbean 47.1 \n", - " Chinese 55.6 \n", - " Other 58.3 \n", - " Other Asian 47.1 \n", + "overall overall 50.3 \n", + "Sex F 50.9 \n", + " M 49.0 \n", + "Ethnicity (broad categories) Black 53.1 \n", + " Mixed 47.3 \n", + " Other 52.7 \n", + " South Asian 49.1 \n", + " Unknown 50.0 \n", + " White 48.0 \n", + "ethnicity 16 groups African 50.0 \n", + " Bangladeshi or British Bangladeshi 43.8 \n", + " Caribbean 56.2 \n", + " Chinese 50.0 \n", + " Other 47.1 \n", + " Other Asian 52.9 \n", " British or Mixed British 50.0 \n", - " Indian or British Indian 50.0 \n", - " Irish 52.9 \n", - " Other Black 57.9 \n", - " Other White 50.0 \n", - " Other mixed 56.2 \n", - " Pakistani or British Pakistani 47.4 \n", - " Unknown 51.0 \n", - " White + Asian 55.6 \n", - " White + Black African 52.9 \n", - " White + Black Caribbean 50.0 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 51.7 \n", + " Indian or British Indian 52.6 \n", + " Irish 47.4 \n", + " Other Black 43.8 \n", + " Other White 53.8 \n", + " Other mixed 57.9 \n", + " Pakistani or British Pakistani 56.2 \n", + " Unknown 52.1 \n", + " White + Asian 43.8 \n", + " White + Black African 61.5 \n", + " White + Black Caribbean 33.3 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 50.9 \n", " 2 51.6 \n", - " 3 50.0 \n", - " 4 52.3 \n", - " 5 Least deprived 50.8 \n", - " Unknown 50.0 \n", - "BMI 30+ 49.5 \n", - " under 30 52.2 \n", - "Chronic cardiac disease no 51.2 \n", - " yes 66.7 \n", - "Current COPD no 51.2 \n", - " yes 66.7 \n", - "DMARDs no 51.7 \n", - " yes 25.0 \n", - "Dementia no 51.2 \n", + " 3 47.4 \n", + " 4 50.8 \n", + " 5 Least deprived 47.5 \n", + " Unknown 53.3 \n", + "BMI 30+ 52.7 \n", + " under 30 49.1 \n", + "Chronic cardiac disease no 50.3 \n", " yes 50.0 \n", - "Psychosis, schizophrenia, or bipolar no 51.6 \n", - " yes 33.3 \n", - "Learning disability no 51.6 \n", + "Current COPD no 50.3 \n", + " yes 25.0 \n", + "DMARDs no 50.3 \n", " yes 33.3 \n", - "SSRI (last 12 months) no 51.2 \n", - " yes 66.7 \n", - "Chemo or radiotherapy no 51.4 \n", - " yes 100.0 \n", - "Cancer (lung) no 51.6 \n", + "Dementia no 50.2 \n", + " yes 50.0 \n", + "Psychosis, schizophrenia, or bipolar no 50.3 \n", + " yes 50.0 \n", + "Learning disability no 50.3 \n", " yes 40.0 \n", - "Cancer (excluding lung/haem) no 51.4 \n", + "SSRI (last 12 months) no 50.3 \n", " yes 33.3 \n", - "Cancer (haematological) no 51.2 \n", + "Chemo or radiotherapy no 50.3 \n", + " yes 50.0 \n", + "Cancer (lung) no 50.3 \n", + " yes 66.7 \n", + "Cancer (excluding lung/haem) no 49.8 \n", + " yes 66.7 \n", + "Cancer (haematological) no 50.0 \n", " yes 66.7 \n", "\n", " Total eligible \\\n", "Category Group \n", - "overall overall 2275 \n", - "Sex F 1162 \n", - " M 1113 \n", - "Ethnicity (broad categories) Black 378 \n", - " Mixed 406 \n", - " Other 392 \n", - " South Asian 385 \n", - " Unknown 329 \n", - " White 392 \n", + "overall overall 2177 \n", + "Sex F 1141 \n", + " M 1043 \n", + "Ethnicity (broad categories) Black 343 \n", + " Mixed 385 \n", + " Other 385 \n", + " South Asian 371 \n", + " Unknown 350 \n", + " White 350 \n", "ethnicity 16 groups African 126 \n", " Bangladeshi or British Bangladeshi 112 \n", - " Caribbean 119 \n", - " Chinese 126 \n", - " Other 84 \n", + " Caribbean 112 \n", + " Chinese 112 \n", + " Other 119 \n", " Other Asian 119 \n", " British or Mixed British 112 \n", - " Indian or British Indian 140 \n", - " Irish 119 \n", - " Other Black 133 \n", - " Other White 126 \n", - " Other mixed 112 \n", - " Pakistani or British Pakistani 133 \n", - " Unknown 357 \n", - " White + Asian 126 \n", - " White + Black African 119 \n", - " White + Black Caribbean 112 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 406 \n", - " 2 448 \n", - " 3 420 \n", - " 4 455 \n", + " Indian or British Indian 133 \n", + " Irish 133 \n", + " Other Black 112 \n", + " Other White 91 \n", + " Other mixed 133 \n", + " Pakistani or British Pakistani 112 \n", + " Unknown 336 \n", + " White + Asian 112 \n", + " White + Black African 91 \n", + " White + Black Caribbean 105 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 399 \n", + " 2 434 \n", + " 3 399 \n", + " 4 413 \n", " 5 Least deprived 427 \n", - " Unknown 112 \n", - "BMI 30+ 665 \n", - " under 30 1610 \n", - "Chronic cardiac disease no 2254 \n", - " yes 21 \n", - "Current COPD no 2254 \n", - " yes 21 \n", - "DMARDs no 2247 \n", + " Unknown 105 \n", + "BMI 30+ 651 \n", + " under 30 1526 \n", + "Chronic cardiac disease no 2156 \n", " yes 28 \n", - "Dementia no 2254 \n", + "Current COPD no 2156 \n", " yes 28 \n", - "Psychosis, schizophrenia, or bipolar no 2254 \n", - " yes 21 \n", - "Learning disability no 2240 \n", - " yes 42 \n", - "SSRI (last 12 months) no 2254 \n", + "DMARDs no 2156 \n", " yes 21 \n", - "Chemo or radiotherapy no 2261 \n", + "Dementia no 2163 \n", " yes 14 \n", - "Cancer (lung) no 2240 \n", + "Psychosis, schizophrenia, or bipolar no 2156 \n", + " yes 28 \n", + "Learning disability no 2142 \n", " yes 35 \n", - "Cancer (excluding lung/haem) no 2261 \n", + "SSRI (last 12 months) no 2156 \n", " yes 21 \n", - "Cancer (haematological) no 2254 \n", + "Chemo or radiotherapy no 2156 \n", + " yes 28 \n", + "Cancer (lung) no 2156 \n", + " yes 21 \n", + "Cancer (excluding lung/haem) no 2163 \n", + " yes 21 \n", + "Cancer (haematological) no 2156 \n", " yes 21 \n", "\n", " Previous week's vaccination coverage (%) \\\n", "Category Group \n", - "overall overall 49.4 \n", - "Sex F 48.8 \n", - " M 49.7 \n", - "Ethnicity (broad categories) Black 51.9 \n", - " Mixed 51.7 \n", - " Other 50.0 \n", - " South Asian 49.1 \n", - " Unknown 46.8 \n", - " White 46.4 \n", - "ethnicity 16 groups African 44.4 \n", - " Bangladeshi or British Bangladeshi 50.0 \n", - " Caribbean 47.1 \n", + "overall overall 48.7 \n", + "Sex F 49.1 \n", + " M 47.7 \n", + "Ethnicity (broad categories) Black 51.0 \n", + " Mixed 47.3 \n", + " Other 50.9 \n", + " South Asian 47.2 \n", + " Unknown 50.0 \n", + " White 46.0 \n", + "ethnicity 16 groups African 50.0 \n", + " Bangladeshi or British Bangladeshi 43.8 \n", + " Caribbean 50.0 \n", " Chinese 50.0 \n", - " Other 58.3 \n", - " Other Asian 47.1 \n", + " Other 47.1 \n", + " Other Asian 52.9 \n", " British or Mixed British 43.8 \n", - " Indian or British Indian 50.0 \n", - " Irish 47.1 \n", - " Other Black 57.9 \n", - " Other White 50.0 \n", - " Other mixed 56.2 \n", - " Pakistani or British Pakistani 47.4 \n", - " Unknown 49.0 \n", - " White + Asian 50.0 \n", - " White + Black African 47.1 \n", - " White + Black Caribbean 50.0 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 50.0 \n", + " Indian or British Indian 47.4 \n", + " Irish 47.4 \n", + " Other Black 43.8 \n", + " Other White 53.8 \n", + " Other mixed 57.9 \n", + " Pakistani or British Pakistani 56.2 \n", + " Unknown 50.0 \n", + " White + Asian 43.8 \n", + " White + Black African 53.8 \n", + " White + Black Caribbean 33.3 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 50.9 \n", " 2 50.0 \n", - " 3 48.3 \n", + " 3 45.6 \n", " 4 49.2 \n", - " 5 Least deprived 49.2 \n", - " Unknown 50.0 \n", - "BMI 30+ 47.4 \n", - " under 30 50.4 \n", - "Chronic cardiac disease no 49.1 \n", - " yes 66.7 \n", - "Current COPD no 49.4 \n", - " yes 66.7 \n", - "DMARDs no 49.5 \n", - " yes 25.0 \n", - "Dementia no 49.4 \n", + " 5 Least deprived 45.9 \n", + " Unknown 46.7 \n", + "BMI 30+ 50.5 \n", + " under 30 47.7 \n", + "Chronic cardiac disease no 48.7 \n", " yes 50.0 \n", - "Psychosis, schizophrenia, or bipolar no 49.4 \n", - " yes 33.3 \n", - "Learning disability no 49.4 \n", + "Current COPD no 48.7 \n", + " yes 25.0 \n", + "DMARDs no 48.7 \n", " yes 33.3 \n", - "SSRI (last 12 months) no 49.4 \n", - " yes 66.7 \n", - "Chemo or radiotherapy no 49.2 \n", + "Dementia no 48.9 \n", " yes 50.0 \n", - "Cancer (lung) no 49.7 \n", + "Psychosis, schizophrenia, or bipolar no 48.7 \n", + " yes 50.0 \n", + "Learning disability no 49.0 \n", " yes 40.0 \n", - "Cancer (excluding lung/haem) no 49.2 \n", + "SSRI (last 12 months) no 48.7 \n", " yes 33.3 \n", - "Cancer (haematological) no 49.4 \n", + "Chemo or radiotherapy no 48.7 \n", + " yes 50.0 \n", + "Cancer (lung) no 48.7 \n", + " yes 66.7 \n", + "Cancer (excluding lung/haem) no 48.5 \n", + " yes 66.7 \n", + "Cancer (haematological) no 48.4 \n", " yes 66.7 \n", "\n", " Vaccinated over last 7d (%) \n", "Category Group \n", - "overall overall 2.0 \n", - "Sex F 2.4 \n", - " M 1.9 \n", - "Ethnicity (broad categories) Black 1.8 \n", - " Mixed 1.7 \n", + "overall overall 1.6 \n", + "Sex F 1.8 \n", + " M 1.3 \n", + "Ethnicity (broad categories) Black 2.1 \n", + " Mixed 0.0 \n", " Other 1.8 \n", - " South Asian 3.6 \n", + " South Asian 1.9 \n", " Unknown 0.0 \n", - " White 1.8 \n", + " White 2.0 \n", "ethnicity 16 groups African 0.0 \n", - " Bangladeshi or British Bangladeshi 6.2 \n", - " Caribbean 0.0 \n", - " Chinese 5.6 \n", + " Bangladeshi or British Bangladeshi 0.0 \n", + " Caribbean 6.2 \n", + " Chinese 0.0 \n", " Other 0.0 \n", " Other Asian 0.0 \n", " British or Mixed British 6.2 \n", - " Indian or British Indian 0.0 \n", - " Irish 5.8 \n", + " Indian or British Indian 5.2 \n", + " Irish 0.0 \n", " Other Black 0.0 \n", " Other White 0.0 \n", " Other mixed 0.0 \n", " Pakistani or British Pakistani 0.0 \n", - " Unknown 2.0 \n", - " White + Asian 5.6 \n", - " White + Black African 5.8 \n", + " Unknown 2.1 \n", + " White + Asian 0.0 \n", + " White + Black African 7.7 \n", " White + Black Caribbean 0.0 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 1.7 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 0.0 \n", " 2 1.6 \n", - " 3 1.7 \n", - " 4 3.1 \n", + " 3 1.8 \n", + " 4 1.6 \n", " 5 Least deprived 1.6 \n", - " Unknown 0.0 \n", - "BMI 30+ 2.1 \n", - " under 30 1.8 \n", - "Chronic cardiac disease no 2.1 \n", + " Unknown 6.6 \n", + "BMI 30+ 2.2 \n", + " under 30 1.4 \n", + "Chronic cardiac disease no 1.6 \n", + " yes 0.0 \n", + "Current COPD no 1.6 \n", " yes 0.0 \n", - "Current COPD no 1.8 \n", + "DMARDs no 1.6 \n", " yes 0.0 \n", - "DMARDs no 2.2 \n", + "Dementia no 1.3 \n", " yes 0.0 \n", - "Dementia no 1.8 \n", + "Psychosis, schizophrenia, or bipolar no 1.6 \n", " yes 0.0 \n", - "Psychosis, schizophrenia, or bipolar no 2.2 \n", + "Learning disability no 1.3 \n", " yes 0.0 \n", - "Learning disability no 2.2 \n", + "SSRI (last 12 months) no 1.6 \n", " yes 0.0 \n", - "SSRI (last 12 months) no 1.8 \n", + "Chemo or radiotherapy no 1.6 \n", " yes 0.0 \n", - "Chemo or radiotherapy no 2.2 \n", - " yes 50.0 \n", - "Cancer (lung) no 1.9 \n", + "Cancer (lung) no 1.6 \n", " yes 0.0 \n", - "Cancer (excluding lung/haem) no 2.2 \n", + "Cancer (excluding lung/haem) no 1.3 \n", " yes 0.0 \n", - "Cancer (haematological) no 1.8 \n", + "Cancer (haematological) no 1.6 \n", " yes 0.0 " ] }, @@ -6139,8 +6185,8 @@ " \n", " \n", " \n", - " Vaccinated at 25 May (n)\n", - " Vaccinated at 25 May (%)\n", + " Vaccinated at 03 Sep (n)\n", + " Vaccinated at 03 Sep (%)\n", " Total eligible\n", " Previous week's vaccination coverage (%)\n", " Vaccinated over last 7d (%)\n", @@ -6159,64 +6205,48 @@ " \n", " overall\n", " overall\n", - " 390\n", - " 49.3\n", - " 791\n", - " 47.4\n", - " 1.9\n", + " 403\n", + " 49.6\n", + " 812\n", + " 49.0\n", + " 0.6\n", " \n", " \n", " Sex\n", " F\n", - " 203\n", + " 210\n", " 49.2\n", - " 413\n", + " 427\n", " 47.5\n", " 1.7\n", " \n", " \n", " M\n", - " 189\n", + " 196\n", " 50.0\n", - " 378\n", - " 48.1\n", - " 1.9\n", + " 392\n", + " 48.2\n", + " 1.8\n", " \n", " \n", - " Age band\n", + " Age band\n", " 0\n", - " 21\n", - " 42.9\n", - " 49\n", - " 42.9\n", + " 0\n", + " 0.0\n", + " 7\n", " 0.0\n", - " \n", - " \n", - " 0-15\n", - " 21\n", - " 42.9\n", - " 49\n", - " 42.9\n", " 0.0\n", " \n", " \n", - " 16-29\n", - " 21\n", + " 0-15\n", + " 28\n", " 50.0\n", - " 42\n", + " 56\n", " 50.0\n", " 0.0\n", " \n", " \n", - " 30-34\n", - " 21\n", - " 42.9\n", - " 49\n", - " 42.9\n", - " 0.0\n", - " \n", - " \n", - " 35-39\n", + " 16-17\n", " 28\n", " 57.1\n", " 49\n", @@ -6224,15 +6254,15 @@ " 0.0\n", " \n", " \n", - " 40-44\n", - " 21\n", - " 60.0\n", + " 18-29\n", " 35\n", - " 40.0\n", - " 20.0\n", + " 62.5\n", + " 56\n", + " 62.5\n", + " 0.0\n", " \n", " \n", - " 45-49\n", + " 30-34\n", " 28\n", " 57.1\n", " 49\n", @@ -6240,23 +6270,15 @@ " 0.0\n", " \n", " \n", - " 50-54\n", - " 28\n", - " 50.0\n", - " 56\n", - " 50.0\n", - " 0.0\n", - " \n", - " \n", - " 55-59\n", + " 35-39\n", " 21\n", - " 50.0\n", - " 42\n", - " 50.0\n", + " 42.9\n", + " 49\n", + " 42.9\n", " 0.0\n", " \n", " \n", - " 60-64\n", + " 40-44\n", " 21\n", " 42.9\n", " 49\n", @@ -6264,39 +6286,63 @@ " 0.0\n", " \n", " \n", - " 65-69\n", - " 28\n", - " 44.4\n", - " 63\n", - " 44.4\n", + " 45-49\n", + " 35\n", + " 62.5\n", + " 56\n", + " 62.5\n", " 0.0\n", " \n", " \n", - " 70-74\n", + " 50-54\n", " 28\n", " 44.4\n", " 63\n", - " 33.3\n", - " 11.1\n", + " 44.4\n", + " 0.0\n", " \n", " \n", - " 75-79\n", + " 55-59\n", + " 28\n", + " 57.1\n", + " 49\n", + " 57.1\n", + " 0.0\n", + " \n", + " \n", + " 60-64\n", + " 21\n", + " 42.9\n", + " 49\n", + " 42.9\n", + " 0.0\n", + " \n", + " \n", + " 65-69\n", " 35\n", " 62.5\n", " 56\n", - " 50.0\n", - " 12.5\n", + " 62.5\n", + " 0.0\n", " \n", " \n", - " 80-84\n", + " 70-74\n", " 21\n", - " 50.0\n", - " 42\n", - " 50.0\n", + " 42.9\n", + " 49\n", + " 42.9\n", " 0.0\n", " \n", " \n", - " 85-89\n", + " 75-79\n", + " 21\n", + " 33.3\n", + " 63\n", + " 33.3\n", + " 0.0\n", + " \n", + " \n", + " 80-84\n", " 28\n", " 57.1\n", " 49\n", @@ -6304,206 +6350,219 @@ " 0.0\n", " \n", " \n", + " 85-89\n", + " 35\n", + " 50.0\n", + " 70\n", + " 50.0\n", + " 0.0\n", + " \n", + " \n", " 90+\n", - " 21\n", - " 42.9\n", - " 49\n", - " 42.9\n", + " 0\n", + " 0.0\n", + " 0\n", + " NaN\n", " 0.0\n", " \n", " \n", " Ethnicity (broad categories)\n", " Black\n", - " 49\n", - " 41.2\n", - " 119\n", - " 41.2\n", + " 70\n", + " 55.6\n", + " 126\n", + " 55.6\n", " 0.0\n", " \n", " \n", " Mixed\n", " 70\n", - " 50.0\n", - " 140\n", - " 50.0\n", + " 47.6\n", + " 147\n", + " 47.6\n", " 0.0\n", " \n", " \n", " Other\n", - " 77\n", - " 55.0\n", + " 56\n", + " 40.0\n", " 140\n", - " 50.0\n", - " 5.0\n", + " 40.0\n", + " 0.0\n", " \n", " \n", " South Asian\n", - " 56\n", - " 42.1\n", - " 133\n", - " 36.8\n", - " 5.3\n", + " 77\n", + " 55.0\n", + " 140\n", + " 55.0\n", + " 0.0\n", " \n", " \n", " Unknown\n", - " 63\n", - " 52.9\n", - " 119\n", - " 52.9\n", + " 84\n", + " 57.1\n", + " 147\n", + " 57.1\n", " 0.0\n", " \n", " \n", " White\n", - " 77\n", - " 52.4\n", - " 147\n", - " 47.6\n", - " 4.8\n", + " 49\n", + " 43.8\n", + " 112\n", + " 43.8\n", + " 0.0\n", " \n", " \n", "\n", "" ], "text/plain": [ - " Vaccinated at 25 May (n) \\\n", + " Vaccinated at 03 Sep (n) \\\n", "Category Group \n", - "overall overall 390 \n", - "Sex F 203 \n", - " M 189 \n", - "Age band 0 21 \n", - " 0-15 21 \n", - " 16-29 21 \n", - " 30-34 21 \n", - " 35-39 28 \n", + "overall overall 403 \n", + "Sex F 210 \n", + " M 196 \n", + "Age band 0 0 \n", + " 0-15 28 \n", + " 16-17 28 \n", + " 18-29 35 \n", + " 30-34 28 \n", + " 35-39 21 \n", " 40-44 21 \n", - " 45-49 28 \n", + " 45-49 35 \n", " 50-54 28 \n", - " 55-59 21 \n", + " 55-59 28 \n", " 60-64 21 \n", - " 65-69 28 \n", - " 70-74 28 \n", - " 75-79 35 \n", - " 80-84 21 \n", - " 85-89 28 \n", - " 90+ 21 \n", - "Ethnicity (broad categories) Black 49 \n", + " 65-69 35 \n", + " 70-74 21 \n", + " 75-79 21 \n", + " 80-84 28 \n", + " 85-89 35 \n", + " 90+ 0 \n", + "Ethnicity (broad categories) Black 70 \n", " Mixed 70 \n", - " Other 77 \n", - " South Asian 56 \n", - " Unknown 63 \n", - " White 77 \n", + " Other 56 \n", + " South Asian 77 \n", + " Unknown 84 \n", + " White 49 \n", "\n", - " Vaccinated at 25 May (%) \\\n", + " Vaccinated at 03 Sep (%) \\\n", "Category Group \n", - "overall overall 49.3 \n", + "overall overall 49.6 \n", "Sex F 49.2 \n", " M 50.0 \n", - "Age band 0 42.9 \n", - " 0-15 42.9 \n", - " 16-29 50.0 \n", - " 30-34 42.9 \n", - " 35-39 57.1 \n", - " 40-44 60.0 \n", - " 45-49 57.1 \n", - " 50-54 50.0 \n", - " 55-59 50.0 \n", + "Age band 0 0.0 \n", + " 0-15 50.0 \n", + " 16-17 57.1 \n", + " 18-29 62.5 \n", + " 30-34 57.1 \n", + " 35-39 42.9 \n", + " 40-44 42.9 \n", + " 45-49 62.5 \n", + " 50-54 44.4 \n", + " 55-59 57.1 \n", " 60-64 42.9 \n", - " 65-69 44.4 \n", - " 70-74 44.4 \n", - " 75-79 62.5 \n", - " 80-84 50.0 \n", - " 85-89 57.1 \n", - " 90+ 42.9 \n", - "Ethnicity (broad categories) Black 41.2 \n", - " Mixed 50.0 \n", - " Other 55.0 \n", - " South Asian 42.1 \n", - " Unknown 52.9 \n", - " White 52.4 \n", + " 65-69 62.5 \n", + " 70-74 42.9 \n", + " 75-79 33.3 \n", + " 80-84 57.1 \n", + " 85-89 50.0 \n", + " 90+ 0.0 \n", + "Ethnicity (broad categories) Black 55.6 \n", + " Mixed 47.6 \n", + " Other 40.0 \n", + " South Asian 55.0 \n", + " Unknown 57.1 \n", + " White 43.8 \n", "\n", " Total eligible \\\n", "Category Group \n", - "overall overall 791 \n", - "Sex F 413 \n", - " M 378 \n", - "Age band 0 49 \n", - " 0-15 49 \n", - " 16-29 42 \n", + "overall overall 812 \n", + "Sex F 427 \n", + " M 392 \n", + "Age band 0 7 \n", + " 0-15 56 \n", + " 16-17 49 \n", + " 18-29 56 \n", " 30-34 49 \n", " 35-39 49 \n", - " 40-44 35 \n", - " 45-49 49 \n", - " 50-54 56 \n", - " 55-59 42 \n", + " 40-44 49 \n", + " 45-49 56 \n", + " 50-54 63 \n", + " 55-59 49 \n", " 60-64 49 \n", - " 65-69 63 \n", - " 70-74 63 \n", - " 75-79 56 \n", - " 80-84 42 \n", - " 85-89 49 \n", - " 90+ 49 \n", - "Ethnicity (broad categories) Black 119 \n", - " Mixed 140 \n", + " 65-69 56 \n", + " 70-74 49 \n", + " 75-79 63 \n", + " 80-84 49 \n", + " 85-89 70 \n", + " 90+ 0 \n", + "Ethnicity (broad categories) Black 126 \n", + " Mixed 147 \n", " Other 140 \n", - " South Asian 133 \n", - " Unknown 119 \n", - " White 147 \n", + " South Asian 140 \n", + " Unknown 147 \n", + " White 112 \n", "\n", " Previous week's vaccination coverage (%) \\\n", "Category Group \n", - "overall overall 47.4 \n", + "overall overall 49.0 \n", "Sex F 47.5 \n", - " M 48.1 \n", - "Age band 0 42.9 \n", - " 0-15 42.9 \n", - " 16-29 50.0 \n", - " 30-34 42.9 \n", - " 35-39 57.1 \n", - " 40-44 40.0 \n", - " 45-49 57.1 \n", - " 50-54 50.0 \n", - " 55-59 50.0 \n", + " M 48.2 \n", + "Age band 0 0.0 \n", + " 0-15 50.0 \n", + " 16-17 57.1 \n", + " 18-29 62.5 \n", + " 30-34 57.1 \n", + " 35-39 42.9 \n", + " 40-44 42.9 \n", + " 45-49 62.5 \n", + " 50-54 44.4 \n", + " 55-59 57.1 \n", " 60-64 42.9 \n", - " 65-69 44.4 \n", - " 70-74 33.3 \n", - " 75-79 50.0 \n", - " 80-84 50.0 \n", - " 85-89 57.1 \n", - " 90+ 42.9 \n", - "Ethnicity (broad categories) Black 41.2 \n", - " Mixed 50.0 \n", - " Other 50.0 \n", - " South Asian 36.8 \n", - " Unknown 52.9 \n", - " White 47.6 \n", + " 65-69 62.5 \n", + " 70-74 42.9 \n", + " 75-79 33.3 \n", + " 80-84 57.1 \n", + " 85-89 50.0 \n", + " 90+ NaN \n", + "Ethnicity (broad categories) Black 55.6 \n", + " Mixed 47.6 \n", + " Other 40.0 \n", + " South Asian 55.0 \n", + " Unknown 57.1 \n", + " White 43.8 \n", "\n", " Vaccinated over last 7d (%) \n", "Category Group \n", - "overall overall 1.9 \n", + "overall overall 0.6 \n", "Sex F 1.7 \n", - " M 1.9 \n", + " M 1.8 \n", "Age band 0 0.0 \n", " 0-15 0.0 \n", - " 16-29 0.0 \n", + " 16-17 0.0 \n", + " 18-29 0.0 \n", " 30-34 0.0 \n", " 35-39 0.0 \n", - " 40-44 20.0 \n", + " 40-44 0.0 \n", " 45-49 0.0 \n", " 50-54 0.0 \n", " 55-59 0.0 \n", " 60-64 0.0 \n", " 65-69 0.0 \n", - " 70-74 11.1 \n", - " 75-79 12.5 \n", + " 70-74 0.0 \n", + " 75-79 0.0 \n", " 80-84 0.0 \n", " 85-89 0.0 \n", " 90+ 0.0 \n", "Ethnicity (broad categories) Black 0.0 \n", " Mixed 0.0 \n", - " Other 5.0 \n", - " South Asian 5.3 \n", + " Other 0.0 \n", + " South Asian 0.0 \n", " Unknown 0.0 \n", - " White 4.8 " + " White 0.0 " ] }, "metadata": {}, @@ -6570,8 +6629,8 @@ " \n", " \n", " \n", - " Vaccinated at 25 May (n)\n", - " Vaccinated at 25 May (%)\n", + " Vaccinated at 03 Sep (n)\n", + " Vaccinated at 03 Sep (%)\n", " Total eligible\n", " Previous week's vaccination coverage (%)\n", " Vaccinated over last 7d (%)\n", @@ -6590,28 +6649,28 @@ " \n", " overall\n", " overall\n", - " 1307\n", - " 48.9\n", - " 2674\n", - " 47.0\n", - " 1.9\n", + " 1309\n", + " 48.4\n", + " 2702\n", + " 47.2\n", + " 1.2\n", " \n", " \n", " Sex\n", " F\n", - " 658\n", - " 48.2\n", - " 1365\n", - " 46.7\n", - " 1.5\n", + " 665\n", + " 48.5\n", + " 1372\n", + " 47.4\n", + " 1.1\n", " \n", " \n", " M\n", " 644\n", - " 49.2\n", - " 1309\n", - " 47.1\n", - " 2.1\n", + " 48.2\n", + " 1337\n", + " 46.6\n", + " 1.6\n", " \n", " \n", " Ethnicity (broad categories)\n", @@ -6619,294 +6678,294 @@ " 203\n", " 46.0\n", " 441\n", - " 44.4\n", - " 1.6\n", + " 46.0\n", + " 0.0\n", " \n", " \n", " Mixed\n", - " 210\n", - " 48.4\n", - " 434\n", - " 46.8\n", - " 1.6\n", + " 238\n", + " 48.6\n", + " 490\n", + " 45.7\n", + " 2.9\n", " \n", " \n", " Other\n", - " 245\n", - " 51.5\n", - " 476\n", - " 48.5\n", - " 3.0\n", + " 217\n", + " 47.0\n", + " 462\n", + " 47.0\n", + " 0.0\n", " \n", " \n", " South Asian\n", - " 210\n", - " 46.9\n", + " 238\n", + " 53.1\n", " 448\n", - " 45.3\n", - " 1.6\n", + " 51.6\n", + " 1.5\n", " \n", " \n", " Unknown\n", - " 217\n", - " 51.7\n", - " 420\n", - " 50.0\n", - " 1.7\n", + " 196\n", + " 47.5\n", + " 413\n", + " 47.5\n", + " 0.0\n", " \n", " \n", " White\n", - " 224\n", - " 50.0\n", - " 448\n", + " 217\n", " 48.4\n", - " 1.6\n", + " 448\n", + " 46.9\n", + " 1.5\n", " \n", " \n", " ethnicity 16 groups\n", " African\n", - " 63\n", - " 45.0\n", - " 140\n", - " 45.0\n", + " 70\n", + " 43.5\n", + " 161\n", + " 43.5\n", " 0.0\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", " 77\n", - " 50.0\n", - " 154\n", - " 50.0\n", + " 55.0\n", + " 140\n", + " 55.0\n", " 0.0\n", " \n", " \n", " Caribbean\n", " 63\n", - " 47.4\n", - " 133\n", - " 47.4\n", + " 52.9\n", + " 119\n", + " 52.9\n", " 0.0\n", " \n", " \n", " Chinese\n", - " 56\n", - " 47.1\n", - " 119\n", - " 41.2\n", - " 5.9\n", + " 63\n", + " 42.9\n", + " 147\n", + " 42.9\n", + " 0.0\n", " \n", " \n", " Other\n", - " 56\n", + " 70\n", " 50.0\n", - " 112\n", - " 43.8\n", - " 6.2\n", + " 140\n", + " 45.0\n", + " 5.0\n", " \n", " \n", " Other Asian\n", " 84\n", - " 50.0\n", - " 168\n", - " 50.0\n", + " 52.2\n", + " 161\n", + " 52.2\n", " 0.0\n", " \n", " \n", " British or Mixed British\n", - " 70\n", - " 50.0\n", - " 140\n", - " 45.0\n", - " 5.0\n", + " 56\n", + " 44.4\n", + " 126\n", + " 44.4\n", + " 0.0\n", " \n", " \n", " Indian or British Indian\n", " 63\n", - " 47.4\n", - " 133\n", - " 47.4\n", - " 0.0\n", + " 45.0\n", + " 140\n", + " 45.0\n", + " 0.0\n", " \n", " \n", " Irish\n", - " 77\n", - " 57.9\n", - " 133\n", - " 52.6\n", - " 5.3\n", + " 70\n", + " 50.0\n", + " 140\n", + " 50.0\n", + " 0.0\n", " \n", " \n", " Other Black\n", - " 63\n", - " 42.9\n", + " 70\n", + " 47.6\n", " 147\n", - " 42.9\n", + " 47.6\n", " 0.0\n", " \n", " \n", " Other White\n", - " 70\n", - " 47.6\n", - " 147\n", - " 42.9\n", - " 4.7\n", + " 56\n", + " 42.1\n", + " 133\n", + " 42.1\n", + " 0.0\n", " \n", " \n", " Other mixed\n", - " 56\n", - " 50.0\n", - " 112\n", - " 50.0\n", - " 0.0\n", + " 63\n", + " 47.4\n", + " 133\n", + " 42.1\n", + " 5.3\n", " \n", " \n", " Pakistani or British Pakistani\n", " 77\n", - " 55.0\n", - " 140\n", - " 55.0\n", + " 50.0\n", + " 154\n", + " 50.0\n", " 0.0\n", " \n", " \n", " Unknown\n", - " 217\n", - " 53.4\n", - " 406\n", - " 50.0\n", - " 3.4\n", + " 210\n", + " 50.8\n", + " 413\n", + " 49.2\n", + " 1.6\n", " \n", " \n", " White + Asian\n", " 70\n", - " 47.6\n", - " 147\n", - " 47.6\n", + " 43.5\n", + " 161\n", + " 43.5\n", " 0.0\n", " \n", " \n", " White + Black African\n", - " 84\n", - " 48.0\n", - " 175\n", - " 44.0\n", - " 4.0\n", + " 70\n", + " 45.5\n", + " 154\n", + " 40.9\n", + " 4.6\n", " \n", " \n", " White + Black Caribbean\n", - " 70\n", - " 41.7\n", - " 168\n", - " 41.7\n", + " 77\n", + " 57.9\n", + " 133\n", + " 57.9\n", " 0.0\n", " \n", " \n", " Index of Multiple Deprivation (quintiles)\n", " 1 Most deprived\n", - " 259\n", - " 49.3\n", - " 525\n", - " 48.0\n", - " 1.3\n", + " 245\n", + " 50.0\n", + " 490\n", + " 50.0\n", + " 0.0\n", " \n", " \n", " 2\n", - " 245\n", - " 47.9\n", - " 511\n", - " 46.6\n", - " 1.3\n", + " 252\n", + " 47.4\n", + " 532\n", + " 47.4\n", + " 0.0\n", " \n", " \n", " 3\n", - " 252\n", - " 48.0\n", - " 525\n", - " 45.3\n", + " 231\n", + " 44.6\n", + " 518\n", + " 41.9\n", " 2.7\n", " \n", " \n", " 4\n", - " 238\n", - " 50.0\n", - " 476\n", - " 48.5\n", - " 1.5\n", + " 259\n", + " 48.1\n", + " 539\n", + " 48.1\n", + " 0.0\n", " \n", " \n", " 5 Least deprived\n", " 259\n", " 50.7\n", " 511\n", - " 47.9\n", - " 2.8\n", + " 49.3\n", + " 1.4\n", " \n", " \n", " Unknown\n", " 63\n", " 56.2\n", " 112\n", - " 50.0\n", - " 6.2\n", + " 56.2\n", + " 0.0\n", " \n", " \n", " BMI\n", " 30+\n", - " 392\n", - " 49.1\n", - " 798\n", - " 46.5\n", - " 2.6\n", + " 371\n", + " 46.9\n", + " 791\n", + " 45.1\n", + " 1.8\n", " \n", " \n", " under 30\n", - " 917\n", - " 48.9\n", - " 1876\n", - " 47.0\n", - " 1.9\n", + " 938\n", + " 49.1\n", + " 1911\n", + " 48.4\n", + " 0.7\n", " \n", " \n", " Chronic cardiac disease\n", " no\n", " 1295\n", - " 48.8\n", - " 2653\n", - " 47.0\n", - " 1.8\n", + " 48.4\n", + " 2674\n", + " 47.1\n", + " 1.3\n", " \n", " \n", " yes\n", - " 7\n", - " 33.3\n", - " 21\n", - " 33.3\n", + " 14\n", + " 50.0\n", + " 28\n", + " 50.0\n", " 0.0\n", " \n", " \n", " Current COPD\n", " no\n", - " 1295\n", - " 48.9\n", - " 2646\n", - " 47.1\n", - " 1.8\n", + " 1302\n", + " 48.6\n", + " 2681\n", + " 47.3\n", + " 1.3\n", " \n", " \n", " yes\n", - " 14\n", - " 50.0\n", - " 28\n", - " 50.0\n", + " 7\n", + " 33.3\n", + " 21\n", + " 33.3\n", " 0.0\n", " \n", " \n", " DMARDs\n", " no\n", - " 1288\n", - " 48.8\n", - " 2639\n", - " 46.9\n", - " 1.9\n", + " 1295\n", + " 48.4\n", + " 2674\n", + " 47.1\n", + " 1.3\n", " \n", " \n", " yes\n", @@ -6920,27 +6979,10 @@ " Dementia\n", " no\n", " 1295\n", - " 48.8\n", - " 2653\n", + " 48.3\n", + " 2681\n", " 47.0\n", - " 1.8\n", - " \n", - " \n", - " yes\n", - " 7\n", - " 33.3\n", - " 21\n", - " 33.3\n", - " 0.0\n", - " \n", - " \n", - " Psychosis, schizophrenia, or bipolar\n", - " no\n", - " 1295\n", - " 48.9\n", - " 2646\n", - " 47.1\n", - " 1.8\n", + " 1.3\n", " \n", " \n", " yes\n", @@ -6951,64 +6993,64 @@ " 0.0\n", " \n", " \n", - " SSRI (last 12 months)\n", + " Psychosis, schizophrenia, or bipolar\n", " no\n", " 1295\n", - " 49.1\n", - " 2639\n", - " 46.9\n", - " 2.2\n", + " 48.3\n", + " 2681\n", + " 47.0\n", + " 1.3\n", " \n", " \n", " yes\n", " 14\n", - " 50.0\n", - " 28\n", - " 50.0\n", + " 66.7\n", + " 21\n", + " 66.7\n", " 0.0\n", " \n", " \n", - " Chemo or radiotherapy\n", + " SSRI (last 12 months)\n", " no\n", - " 1288\n", - " 48.8\n", - " 2639\n", - " 46.9\n", - " 1.9\n", + " 1295\n", + " 48.6\n", + " 2667\n", + " 47.2\n", + " 1.4\n", " \n", " \n", " yes\n", - " 21\n", - " 60.0\n", + " 14\n", + " 40.0\n", " 35\n", " 40.0\n", - " 20.0\n", + " 0.0\n", " \n", " \n", - " Cancer (lung)\n", + " Chemo or radiotherapy\n", " no\n", - " 1302\n", - " 48.9\n", - " 2660\n", - " 47.1\n", - " 1.8\n", + " 1295\n", + " 48.3\n", + " 2681\n", + " 47.3\n", + " 1.0\n", " \n", " \n", " yes\n", - " 0\n", - " 0.0\n", " 14\n", - " 0.0\n", + " 50.0\n", + " 28\n", + " 50.0\n", " 0.0\n", " \n", " \n", - " Cancer (excluding lung/haem)\n", + " Cancer (lung)\n", " no\n", " 1302\n", - " 49.2\n", - " 2646\n", - " 47.1\n", - " 2.1\n", + " 48.6\n", + " 2681\n", + " 47.3\n", + " 1.3\n", " \n", " \n", " yes\n", @@ -7019,20 +7061,37 @@ " 0.0\n", " \n", " \n", - " Cancer (haematological)\n", + " Cancer (excluding lung/haem)\n", + " no\n", + " 1281\n", + " 48.2\n", + " 2660\n", + " 47.1\n", + " 1.1\n", + " \n", + " \n", + " yes\n", + " 28\n", + " 66.7\n", + " 42\n", + " 50.0\n", + " 16.7\n", + " \n", + " \n", + " Cancer (haematological)\n", " no\n", " 1295\n", - " 49.1\n", - " 2639\n", - " 46.9\n", - " 2.2\n", + " 48.3\n", + " 2681\n", + " 47.3\n", + " 1.0\n", " \n", " \n", " yes\n", " 14\n", - " 40.0\n", - " 35\n", - " 40.0\n", + " 66.7\n", + " 21\n", + " 66.7\n", " 0.0\n", " \n", " \n", @@ -7040,289 +7099,289 @@ "" ], "text/plain": [ - " Vaccinated at 25 May (n) \\\n", + " Vaccinated at 03 Sep (n) \\\n", "Category Group \n", - "overall overall 1307 \n", - "Sex F 658 \n", + "overall overall 1309 \n", + "Sex F 665 \n", " M 644 \n", "Ethnicity (broad categories) Black 203 \n", - " Mixed 210 \n", - " Other 245 \n", - " South Asian 210 \n", - " Unknown 217 \n", - " White 224 \n", - "ethnicity 16 groups African 63 \n", + " Mixed 238 \n", + " Other 217 \n", + " South Asian 238 \n", + " Unknown 196 \n", + " White 217 \n", + "ethnicity 16 groups African 70 \n", " Bangladeshi or British Bangladeshi 77 \n", " Caribbean 63 \n", - " Chinese 56 \n", - " Other 56 \n", + " Chinese 63 \n", + " Other 70 \n", " Other Asian 84 \n", - " British or Mixed British 70 \n", + " British or Mixed British 56 \n", " Indian or British Indian 63 \n", - " Irish 77 \n", - " Other Black 63 \n", - " Other White 70 \n", - " Other mixed 56 \n", + " Irish 70 \n", + " Other Black 70 \n", + " Other White 56 \n", + " Other mixed 63 \n", " Pakistani or British Pakistani 77 \n", - " Unknown 217 \n", + " Unknown 210 \n", " White + Asian 70 \n", - " White + Black African 84 \n", - " White + Black Caribbean 70 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 259 \n", - " 2 245 \n", - " 3 252 \n", - " 4 238 \n", + " White + Black African 70 \n", + " White + Black Caribbean 77 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 245 \n", + " 2 252 \n", + " 3 231 \n", + " 4 259 \n", " 5 Least deprived 259 \n", " Unknown 63 \n", - "BMI 30+ 392 \n", - " under 30 917 \n", + "BMI 30+ 371 \n", + " under 30 938 \n", "Chronic cardiac disease no 1295 \n", - " yes 7 \n", - "Current COPD no 1295 \n", " yes 14 \n", - "DMARDs no 1288 \n", + "Current COPD no 1302 \n", + " yes 7 \n", + "DMARDs no 1295 \n", " yes 14 \n", "Dementia no 1295 \n", - " yes 7 \n", + " yes 14 \n", "Psychosis, schizophrenia, or bipolar no 1295 \n", " yes 14 \n", "SSRI (last 12 months) no 1295 \n", " yes 14 \n", - "Chemo or radiotherapy no 1288 \n", - " yes 21 \n", + "Chemo or radiotherapy no 1295 \n", + " yes 14 \n", "Cancer (lung) no 1302 \n", - " yes 0 \n", - "Cancer (excluding lung/haem) no 1302 \n", " yes 7 \n", + "Cancer (excluding lung/haem) no 1281 \n", + " yes 28 \n", "Cancer (haematological) no 1295 \n", " yes 14 \n", "\n", - " Vaccinated at 25 May (%) \\\n", + " Vaccinated at 03 Sep (%) \\\n", "Category Group \n", - "overall overall 48.9 \n", - "Sex F 48.2 \n", - " M 49.2 \n", + "overall overall 48.4 \n", + "Sex F 48.5 \n", + " M 48.2 \n", "Ethnicity (broad categories) Black 46.0 \n", - " Mixed 48.4 \n", - " Other 51.5 \n", - " South Asian 46.9 \n", - " Unknown 51.7 \n", - " White 50.0 \n", - "ethnicity 16 groups African 45.0 \n", - " Bangladeshi or British Bangladeshi 50.0 \n", - " Caribbean 47.4 \n", - " Chinese 47.1 \n", + " Mixed 48.6 \n", + " Other 47.0 \n", + " South Asian 53.1 \n", + " Unknown 47.5 \n", + " White 48.4 \n", + "ethnicity 16 groups African 43.5 \n", + " Bangladeshi or British Bangladeshi 55.0 \n", + " Caribbean 52.9 \n", + " Chinese 42.9 \n", " Other 50.0 \n", - " Other Asian 50.0 \n", - " British or Mixed British 50.0 \n", - " Indian or British Indian 47.4 \n", - " Irish 57.9 \n", - " Other Black 42.9 \n", - " Other White 47.6 \n", - " Other mixed 50.0 \n", - " Pakistani or British Pakistani 55.0 \n", - " Unknown 53.4 \n", - " White + Asian 47.6 \n", - " White + Black African 48.0 \n", - " White + Black Caribbean 41.7 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 49.3 \n", - " 2 47.9 \n", - " 3 48.0 \n", - " 4 50.0 \n", + " Other Asian 52.2 \n", + " British or Mixed British 44.4 \n", + " Indian or British Indian 45.0 \n", + " Irish 50.0 \n", + " Other Black 47.6 \n", + " Other White 42.1 \n", + " Other mixed 47.4 \n", + " Pakistani or British Pakistani 50.0 \n", + " Unknown 50.8 \n", + " White + Asian 43.5 \n", + " White + Black African 45.5 \n", + " White + Black Caribbean 57.9 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 50.0 \n", + " 2 47.4 \n", + " 3 44.6 \n", + " 4 48.1 \n", " 5 Least deprived 50.7 \n", " Unknown 56.2 \n", - "BMI 30+ 49.1 \n", - " under 30 48.9 \n", - "Chronic cardiac disease no 48.8 \n", - " yes 33.3 \n", - "Current COPD no 48.9 \n", + "BMI 30+ 46.9 \n", + " under 30 49.1 \n", + "Chronic cardiac disease no 48.4 \n", " yes 50.0 \n", - "DMARDs no 48.8 \n", - " yes 40.0 \n", - "Dementia no 48.8 \n", + "Current COPD no 48.6 \n", " yes 33.3 \n", - "Psychosis, schizophrenia, or bipolar no 48.9 \n", + "DMARDs no 48.4 \n", + " yes 40.0 \n", + "Dementia no 48.3 \n", " yes 50.0 \n", - "SSRI (last 12 months) no 49.1 \n", + "Psychosis, schizophrenia, or bipolar no 48.3 \n", + " yes 66.7 \n", + "SSRI (last 12 months) no 48.6 \n", + " yes 40.0 \n", + "Chemo or radiotherapy no 48.3 \n", " yes 50.0 \n", - "Chemo or radiotherapy no 48.8 \n", - " yes 60.0 \n", - "Cancer (lung) no 48.9 \n", - " yes 0.0 \n", - "Cancer (excluding lung/haem) no 49.2 \n", + "Cancer (lung) no 48.6 \n", " yes 33.3 \n", - "Cancer (haematological) no 49.1 \n", - " yes 40.0 \n", + "Cancer (excluding lung/haem) no 48.2 \n", + " yes 66.7 \n", + "Cancer (haematological) no 48.3 \n", + " yes 66.7 \n", "\n", " Total eligible \\\n", "Category Group \n", - "overall overall 2674 \n", - "Sex F 1365 \n", - " M 1309 \n", + "overall overall 2702 \n", + "Sex F 1372 \n", + " M 1337 \n", "Ethnicity (broad categories) Black 441 \n", - " Mixed 434 \n", - " Other 476 \n", + " Mixed 490 \n", + " Other 462 \n", " South Asian 448 \n", - " Unknown 420 \n", + " Unknown 413 \n", " White 448 \n", - "ethnicity 16 groups African 140 \n", - " Bangladeshi or British Bangladeshi 154 \n", - " Caribbean 133 \n", - " Chinese 119 \n", - " Other 112 \n", - " Other Asian 168 \n", - " British or Mixed British 140 \n", - " Indian or British Indian 133 \n", - " Irish 133 \n", + "ethnicity 16 groups African 161 \n", + " Bangladeshi or British Bangladeshi 140 \n", + " Caribbean 119 \n", + " Chinese 147 \n", + " Other 140 \n", + " Other Asian 161 \n", + " British or Mixed British 126 \n", + " Indian or British Indian 140 \n", + " Irish 140 \n", " Other Black 147 \n", - " Other White 147 \n", - " Other mixed 112 \n", - " Pakistani or British Pakistani 140 \n", - " Unknown 406 \n", - " White + Asian 147 \n", - " White + Black African 175 \n", - " White + Black Caribbean 168 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 525 \n", - " 2 511 \n", - " 3 525 \n", - " 4 476 \n", + " Other White 133 \n", + " Other mixed 133 \n", + " Pakistani or British Pakistani 154 \n", + " Unknown 413 \n", + " White + Asian 161 \n", + " White + Black African 154 \n", + " White + Black Caribbean 133 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 490 \n", + " 2 532 \n", + " 3 518 \n", + " 4 539 \n", " 5 Least deprived 511 \n", " Unknown 112 \n", - "BMI 30+ 798 \n", - " under 30 1876 \n", - "Chronic cardiac disease no 2653 \n", - " yes 21 \n", - "Current COPD no 2646 \n", + "BMI 30+ 791 \n", + " under 30 1911 \n", + "Chronic cardiac disease no 2674 \n", " yes 28 \n", - "DMARDs no 2639 \n", - " yes 35 \n", - "Dementia no 2653 \n", + "Current COPD no 2681 \n", " yes 21 \n", - "Psychosis, schizophrenia, or bipolar no 2646 \n", - " yes 28 \n", - "SSRI (last 12 months) no 2639 \n", - " yes 28 \n", - "Chemo or radiotherapy no 2639 \n", + "DMARDs no 2674 \n", " yes 35 \n", - "Cancer (lung) no 2660 \n", - " yes 14 \n", - "Cancer (excluding lung/haem) no 2646 \n", + "Dementia no 2681 \n", + " yes 28 \n", + "Psychosis, schizophrenia, or bipolar no 2681 \n", " yes 21 \n", - "Cancer (haematological) no 2639 \n", + "SSRI (last 12 months) no 2667 \n", " yes 35 \n", + "Chemo or radiotherapy no 2681 \n", + " yes 28 \n", + "Cancer (lung) no 2681 \n", + " yes 21 \n", + "Cancer (excluding lung/haem) no 2660 \n", + " yes 42 \n", + "Cancer (haematological) no 2681 \n", + " yes 21 \n", "\n", " Previous week's vaccination coverage (%) \\\n", "Category Group \n", - "overall overall 47.0 \n", - "Sex F 46.7 \n", - " M 47.1 \n", - "Ethnicity (broad categories) Black 44.4 \n", - " Mixed 46.8 \n", - " Other 48.5 \n", - " South Asian 45.3 \n", - " Unknown 50.0 \n", - " White 48.4 \n", - "ethnicity 16 groups African 45.0 \n", - " Bangladeshi or British Bangladeshi 50.0 \n", - " Caribbean 47.4 \n", - " Chinese 41.2 \n", - " Other 43.8 \n", - " Other Asian 50.0 \n", - " British or Mixed British 45.0 \n", - " Indian or British Indian 47.4 \n", - " Irish 52.6 \n", - " Other Black 42.9 \n", - " Other White 42.9 \n", - " Other mixed 50.0 \n", - " Pakistani or British Pakistani 55.0 \n", - " Unknown 50.0 \n", - " White + Asian 47.6 \n", - " White + Black African 44.0 \n", - " White + Black Caribbean 41.7 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 48.0 \n", - " 2 46.6 \n", - " 3 45.3 \n", - " 4 48.5 \n", - " 5 Least deprived 47.9 \n", - " Unknown 50.0 \n", - "BMI 30+ 46.5 \n", - " under 30 47.0 \n", - "Chronic cardiac disease no 47.0 \n", - " yes 33.3 \n", - "Current COPD no 47.1 \n", + "overall overall 47.2 \n", + "Sex F 47.4 \n", + " M 46.6 \n", + "Ethnicity (broad categories) Black 46.0 \n", + " Mixed 45.7 \n", + " Other 47.0 \n", + " South Asian 51.6 \n", + " Unknown 47.5 \n", + " White 46.9 \n", + "ethnicity 16 groups African 43.5 \n", + " Bangladeshi or British Bangladeshi 55.0 \n", + " Caribbean 52.9 \n", + " Chinese 42.9 \n", + " Other 45.0 \n", + " Other Asian 52.2 \n", + " British or Mixed British 44.4 \n", + " Indian or British Indian 45.0 \n", + " Irish 50.0 \n", + " Other Black 47.6 \n", + " Other White 42.1 \n", + " Other mixed 42.1 \n", + " Pakistani or British Pakistani 50.0 \n", + " Unknown 49.2 \n", + " White + Asian 43.5 \n", + " White + Black African 40.9 \n", + " White + Black Caribbean 57.9 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 50.0 \n", + " 2 47.4 \n", + " 3 41.9 \n", + " 4 48.1 \n", + " 5 Least deprived 49.3 \n", + " Unknown 56.2 \n", + "BMI 30+ 45.1 \n", + " under 30 48.4 \n", + "Chronic cardiac disease no 47.1 \n", " yes 50.0 \n", - "DMARDs no 46.9 \n", + "Current COPD no 47.3 \n", + " yes 33.3 \n", + "DMARDs no 47.1 \n", " yes 40.0 \n", "Dementia no 47.0 \n", - " yes 33.3 \n", - "Psychosis, schizophrenia, or bipolar no 47.1 \n", - " yes 50.0 \n", - "SSRI (last 12 months) no 46.9 \n", " yes 50.0 \n", - "Chemo or radiotherapy no 46.9 \n", + "Psychosis, schizophrenia, or bipolar no 47.0 \n", + " yes 66.7 \n", + "SSRI (last 12 months) no 47.2 \n", " yes 40.0 \n", - "Cancer (lung) no 47.1 \n", - " yes 0.0 \n", - "Cancer (excluding lung/haem) no 47.1 \n", + "Chemo or radiotherapy no 47.3 \n", + " yes 50.0 \n", + "Cancer (lung) no 47.3 \n", " yes 33.3 \n", - "Cancer (haematological) no 46.9 \n", - " yes 40.0 \n", + "Cancer (excluding lung/haem) no 47.1 \n", + " yes 50.0 \n", + "Cancer (haematological) no 47.3 \n", + " yes 66.7 \n", "\n", " Vaccinated over last 7d (%) \n", "Category Group \n", - "overall overall 1.9 \n", - "Sex F 1.5 \n", - " M 2.1 \n", - "Ethnicity (broad categories) Black 1.6 \n", - " Mixed 1.6 \n", - " Other 3.0 \n", - " South Asian 1.6 \n", - " Unknown 1.7 \n", - " White 1.6 \n", + "overall overall 1.2 \n", + "Sex F 1.1 \n", + " M 1.6 \n", + "Ethnicity (broad categories) Black 0.0 \n", + " Mixed 2.9 \n", + " Other 0.0 \n", + " South Asian 1.5 \n", + " Unknown 0.0 \n", + " White 1.5 \n", "ethnicity 16 groups African 0.0 \n", " Bangladeshi or British Bangladeshi 0.0 \n", " Caribbean 0.0 \n", - " Chinese 5.9 \n", - " Other 6.2 \n", + " Chinese 0.0 \n", + " Other 5.0 \n", " Other Asian 0.0 \n", - " British or Mixed British 5.0 \n", + " British or Mixed British 0.0 \n", " Indian or British Indian 0.0 \n", - " Irish 5.3 \n", + " Irish 0.0 \n", " Other Black 0.0 \n", - " Other White 4.7 \n", - " Other mixed 0.0 \n", + " Other White 0.0 \n", + " Other mixed 5.3 \n", " Pakistani or British Pakistani 0.0 \n", - " Unknown 3.4 \n", + " Unknown 1.6 \n", " White + Asian 0.0 \n", - " White + Black African 4.0 \n", + " White + Black African 4.6 \n", " White + Black Caribbean 0.0 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 1.3 \n", - " 2 1.3 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 0.0 \n", + " 2 0.0 \n", " 3 2.7 \n", - " 4 1.5 \n", - " 5 Least deprived 2.8 \n", - " Unknown 6.2 \n", - "BMI 30+ 2.6 \n", - " under 30 1.9 \n", - "Chronic cardiac disease no 1.8 \n", + " 4 0.0 \n", + " 5 Least deprived 1.4 \n", + " Unknown 0.0 \n", + "BMI 30+ 1.8 \n", + " under 30 0.7 \n", + "Chronic cardiac disease no 1.3 \n", " yes 0.0 \n", - "Current COPD no 1.8 \n", + "Current COPD no 1.3 \n", " yes 0.0 \n", - "DMARDs no 1.9 \n", + "DMARDs no 1.3 \n", " yes 0.0 \n", - "Dementia no 1.8 \n", + "Dementia no 1.3 \n", " yes 0.0 \n", - "Psychosis, schizophrenia, or bipolar no 1.8 \n", + "Psychosis, schizophrenia, or bipolar no 1.3 \n", " yes 0.0 \n", - "SSRI (last 12 months) no 2.2 \n", + "SSRI (last 12 months) no 1.4 \n", " yes 0.0 \n", - "Chemo or radiotherapy no 1.9 \n", - " yes 20.0 \n", - "Cancer (lung) no 1.8 \n", + "Chemo or radiotherapy no 1.0 \n", " yes 0.0 \n", - "Cancer (excluding lung/haem) no 2.1 \n", + "Cancer (lung) no 1.3 \n", " yes 0.0 \n", - "Cancer (haematological) no 2.2 \n", + "Cancer (excluding lung/haem) no 1.1 \n", + " yes 16.7 \n", + "Cancer (haematological) no 1.0 \n", " yes 0.0 " ] }, @@ -7402,8 +7461,8 @@ " \n", " \n", " \n", - " Vaccinated at 25 May (n)\n", - " Vaccinated at 25 May (%)\n", + " Vaccinated at 03 Sep (n)\n", + " Vaccinated at 03 Sep (%)\n", " Total eligible\n", " Previous week's vaccination coverage (%)\n", " Vaccinated over last 7d (%)\n", @@ -7422,605 +7481,605 @@ " \n", " overall\n", " overall\n", - " 1481\n", - " 49.0\n", - " 3024\n", - " 46.7\n", - " 2.3\n", + " 1531\n", + " 51.3\n", + " 2982\n", + " 50.1\n", + " 1.2\n", " \n", " \n", " Sex\n", " F\n", - " 763\n", - " 49.1\n", + " 812\n", + " 52.3\n", " 1554\n", - " 46.8\n", - " 2.3\n", + " 51.4\n", + " 0.9\n", " \n", " \n", " M\n", " 721\n", + " 50.5\n", + " 1428\n", " 49.0\n", - " 1470\n", - " 46.2\n", - " 2.8\n", + " 1.5\n", " \n", " \n", " Ethnicity (broad categories)\n", " Black\n", - " 259\n", - " 54.4\n", - " 476\n", + " 252\n", + " 51.4\n", + " 490\n", " 50.0\n", - " 4.4\n", + " 1.4\n", " \n", " \n", " Mixed\n", - " 287\n", - " 51.2\n", - " 560\n", - " 48.8\n", - " 2.4\n", + " 273\n", + " 54.2\n", + " 504\n", + " 52.8\n", + " 1.4\n", " \n", " \n", " Other\n", - " 252\n", - " 46.8\n", + " 266\n", + " 49.4\n", " 539\n", - " 44.2\n", - " 2.6\n", + " 48.1\n", + " 1.3\n", " \n", " \n", " South Asian\n", - " 231\n", - " 45.8\n", - " 504\n", - " 43.1\n", - " 2.7\n", + " 266\n", + " 51.4\n", + " 518\n", + " 51.4\n", + " 0.0\n", " \n", " \n", " Unknown\n", - " 217\n", - " 47.7\n", - " 455\n", - " 47.7\n", - " 0.0\n", + " 231\n", + " 52.4\n", + " 441\n", + " 50.8\n", + " 1.6\n", " \n", " \n", " White\n", - " 231\n", - " 47.8\n", - " 483\n", - " 46.4\n", - " 1.4\n", + " 245\n", + " 50.0\n", + " 490\n", + " 47.1\n", + " 2.9\n", " \n", " \n", " ethnicity 16 groups\n", " African\n", - " 84\n", - " 52.2\n", - " 161\n", - " 47.8\n", - " 4.4\n", + " 98\n", + " 53.8\n", + " 182\n", + " 53.8\n", + " 0.0\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", - " 70\n", - " 55.6\n", - " 126\n", - " 50.0\n", - " 5.6\n", + " 77\n", + " 47.8\n", + " 161\n", + " 47.8\n", + " 0.0\n", " \n", " \n", " Caribbean\n", - " 63\n", - " 42.9\n", - " 147\n", - " 42.9\n", + " 70\n", + " 52.6\n", + " 133\n", + " 52.6\n", " 0.0\n", " \n", " \n", " Chinese\n", - " 91\n", - " 54.2\n", - " 168\n", - " 54.2\n", - " 0.0\n", - " \n", - " \n", - " Other\n", - " 84\n", - " 50.0\n", - " 168\n", - " 45.8\n", - " 4.2\n", - " \n", - " \n", - " Other Asian\n", " 84\n", " 52.2\n", " 161\n", - " 47.8\n", - " 4.4\n", + " 52.2\n", + " 0.0\n", " \n", " \n", - " British or Mixed British\n", + " Other\n", " 91\n", " 56.5\n", " 161\n", - " 47.8\n", - " 8.7\n", - " \n", - " \n", - " Indian or British Indian\n", - " 84\n", - " 48.0\n", - " 175\n", - " 48.0\n", + " 56.5\n", " 0.0\n", " \n", " \n", - " Irish\n", + " Other Asian\n", " 70\n", " 41.7\n", " 168\n", - " 41.7\n", - " 0.0\n", + " 37.5\n", + " 4.2\n", " \n", " \n", - " Other Black\n", + " British or Mixed British\n", " 91\n", + " 54.2\n", + " 168\n", + " 54.2\n", + " 0.0\n", + " \n", + " \n", + " Indian or British Indian\n", + " 98\n", + " 58.3\n", + " 168\n", + " 58.3\n", + " 0.0\n", + " \n", + " \n", + " Irish\n", + " 70\n", " 50.0\n", - " 182\n", - " 46.2\n", - " 3.8\n", + " 140\n", + " 50.0\n", + " 0.0\n", + " \n", + " \n", + " Other Black\n", + " 63\n", + " 47.4\n", + " 133\n", + " 47.4\n", + " 0.0\n", " \n", " \n", " Other White\n", - " 84\n", - " 52.2\n", - " 161\n", - " 47.8\n", - " 4.4\n", + " 91\n", + " 54.2\n", + " 168\n", + " 54.2\n", + " 0.0\n", " \n", " \n", " Other mixed\n", - " 77\n", - " 47.8\n", - " 161\n", - " 43.5\n", - " 4.3\n", + " 63\n", + " 42.9\n", + " 147\n", + " 42.9\n", + " 0.0\n", " \n", " \n", " Pakistani or British Pakistani\n", - " 84\n", - " 44.4\n", - " 189\n", - " 44.4\n", + " 77\n", + " 45.8\n", + " 168\n", + " 45.8\n", " 0.0\n", " \n", " \n", " Unknown\n", - " 210\n", - " 48.4\n", - " 434\n", - " 46.8\n", - " 1.6\n", + " 217\n", + " 50.8\n", + " 427\n", + " 50.8\n", + " 0.0\n", " \n", " \n", " White + Asian\n", - " 70\n", - " 47.6\n", - " 147\n", - " 47.6\n", + " 77\n", + " 50.0\n", + " 154\n", + " 50.0\n", " 0.0\n", " \n", " \n", " White + Black African\n", - " 77\n", - " 47.8\n", - " 161\n", - " 47.8\n", + " 84\n", + " 50.0\n", + " 168\n", + " 50.0\n", " 0.0\n", " \n", " \n", " White + Black Caribbean\n", - " 77\n", - " 47.8\n", - " 161\n", - " 43.5\n", - " 4.3\n", + " 91\n", + " 54.2\n", + " 168\n", + " 54.2\n", + " 0.0\n", " \n", " \n", " Index of Multiple Deprivation (quintiles)\n", " 1 Most deprived\n", - " 259\n", - " 46.8\n", - " 553\n", - " 44.3\n", - " 2.5\n", + " 287\n", + " 50.0\n", + " 574\n", + " 48.8\n", + " 1.2\n", " \n", " \n", " 2\n", - " 315\n", - " 53.6\n", - " 588\n", + " 294\n", " 51.2\n", - " 2.4\n", + " 574\n", + " 50.0\n", + " 1.2\n", " \n", " \n", " 3\n", - " 287\n", - " 50.6\n", - " 567\n", - " 48.1\n", - " 2.5\n", + " 294\n", + " 53.8\n", + " 546\n", + " 52.6\n", + " 1.2\n", " \n", " \n", " 4\n", - " 294\n", - " 47.2\n", - " 623\n", - " 44.9\n", - " 2.3\n", + " 287\n", + " 50.0\n", + " 574\n", + " 47.6\n", + " 2.4\n", " \n", " \n", " 5 Least deprived\n", - " 252\n", - " 46.2\n", - " 546\n", - " 44.9\n", + " 294\n", + " 51.9\n", + " 567\n", + " 50.6\n", " 1.3\n", " \n", " \n", " Unknown\n", - " 70\n", - " 50.0\n", - " 140\n", - " 45.0\n", - " 5.0\n", + " 77\n", + " 52.4\n", + " 147\n", + " 52.4\n", + " 0.0\n", " \n", " \n", " BMI\n", " 30+\n", - " 476\n", - " 49.6\n", - " 959\n", - " 46.7\n", - " 2.9\n", + " 434\n", + " 49.2\n", + " 882\n", + " 48.4\n", + " 0.8\n", " \n", " \n", " under 30\n", - " 1008\n", - " 48.8\n", - " 2065\n", - " 46.8\n", - " 2.0\n", + " 1092\n", + " 52.0\n", + " 2100\n", + " 50.7\n", + " 1.3\n", " \n", " \n", " Chronic cardiac disease\n", " no\n", - " 1463\n", - " 49.1\n", - " 2982\n", - " 46.7\n", - " 2.4\n", + " 1512\n", + " 51.2\n", + " 2954\n", + " 50.0\n", + " 1.2\n", " \n", " \n", " yes\n", - " 21\n", + " 14\n", " 50.0\n", - " 42\n", + " 28\n", " 50.0\n", " 0.0\n", " \n", " \n", " Current COPD\n", " no\n", - " 1470\n", - " 49.1\n", - " 2996\n", - " 46.7\n", - " 2.4\n", + " 1519\n", + " 51.3\n", + " 2961\n", + " 50.1\n", + " 1.2\n", " \n", " \n", " yes\n", - " 14\n", - " 66.7\n", + " 7\n", + " 33.3\n", " 21\n", - " 66.7\n", + " 33.3\n", " 0.0\n", " \n", " \n", " DMARDs\n", " no\n", - " 1470\n", - " 49.2\n", - " 2989\n", - " 46.8\n", - " 2.4\n", + " 1519\n", + " 51.3\n", + " 2961\n", + " 50.1\n", + " 1.2\n", " \n", " \n", " yes\n", " 14\n", - " 40.0\n", - " 35\n", - " 40.0\n", - " 0.0\n", + " 66.7\n", + " 21\n", + " 33.3\n", + " 33.4\n", " \n", " \n", " Psychosis, schizophrenia, or bipolar\n", " no\n", - " 1470\n", - " 49.1\n", - " 2996\n", - " 46.7\n", - " 2.4\n", + " 1505\n", + " 51.2\n", + " 2940\n", + " 50.2\n", + " 1.0\n", " \n", " \n", " yes\n", - " 14\n", + " 21\n", " 50.0\n", - " 28\n", + " 42\n", " 50.0\n", " 0.0\n", " \n", " \n", " SSRI (last 12 months)\n", " no\n", - " 1463\n", - " 48.9\n", - " 2989\n", - " 46.6\n", - " 2.3\n", + " 1512\n", + " 51.2\n", + " 2954\n", + " 50.0\n", + " 1.2\n", " \n", " \n", " yes\n", - " 21\n", - " 60.0\n", - " 35\n", - " 40.0\n", - " 20.0\n", + " 14\n", + " 50.0\n", + " 28\n", + " 50.0\n", + " 0.0\n", " \n", " \n", "\n", "" ], "text/plain": [ - " Vaccinated at 25 May (n) \\\n", + " Vaccinated at 03 Sep (n) \\\n", "Category Group \n", - "overall overall 1481 \n", - "Sex F 763 \n", + "overall overall 1531 \n", + "Sex F 812 \n", " M 721 \n", - "Ethnicity (broad categories) Black 259 \n", - " Mixed 287 \n", - " Other 252 \n", - " South Asian 231 \n", - " Unknown 217 \n", - " White 231 \n", - "ethnicity 16 groups African 84 \n", - " Bangladeshi or British Bangladeshi 70 \n", - " Caribbean 63 \n", - " Chinese 91 \n", - " Other 84 \n", - " Other Asian 84 \n", + "Ethnicity (broad categories) Black 252 \n", + " Mixed 273 \n", + " Other 266 \n", + " South Asian 266 \n", + " Unknown 231 \n", + " White 245 \n", + "ethnicity 16 groups African 98 \n", + " Bangladeshi or British Bangladeshi 77 \n", + " Caribbean 70 \n", + " Chinese 84 \n", + " Other 91 \n", + " Other Asian 70 \n", " British or Mixed British 91 \n", - " Indian or British Indian 84 \n", + " Indian or British Indian 98 \n", " Irish 70 \n", - " Other Black 91 \n", - " Other White 84 \n", - " Other mixed 77 \n", - " Pakistani or British Pakistani 84 \n", - " Unknown 210 \n", - " White + Asian 70 \n", - " White + Black African 77 \n", - " White + Black Caribbean 77 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 259 \n", - " 2 315 \n", - " 3 287 \n", - " 4 294 \n", - " 5 Least deprived 252 \n", - " Unknown 70 \n", - "BMI 30+ 476 \n", - " under 30 1008 \n", - "Chronic cardiac disease no 1463 \n", - " yes 21 \n", - "Current COPD no 1470 \n", - " yes 14 \n", - "DMARDs no 1470 \n", + " Other Black 63 \n", + " Other White 91 \n", + " Other mixed 63 \n", + " Pakistani or British Pakistani 77 \n", + " Unknown 217 \n", + " White + Asian 77 \n", + " White + Black African 84 \n", + " White + Black Caribbean 91 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 287 \n", + " 2 294 \n", + " 3 294 \n", + " 4 287 \n", + " 5 Least deprived 294 \n", + " Unknown 77 \n", + "BMI 30+ 434 \n", + " under 30 1092 \n", + "Chronic cardiac disease no 1512 \n", " yes 14 \n", - "Psychosis, schizophrenia, or bipolar no 1470 \n", + "Current COPD no 1519 \n", + " yes 7 \n", + "DMARDs no 1519 \n", " yes 14 \n", - "SSRI (last 12 months) no 1463 \n", + "Psychosis, schizophrenia, or bipolar no 1505 \n", " yes 21 \n", + "SSRI (last 12 months) no 1512 \n", + " yes 14 \n", "\n", - " Vaccinated at 25 May (%) \\\n", + " Vaccinated at 03 Sep (%) \\\n", "Category Group \n", - "overall overall 49.0 \n", - "Sex F 49.1 \n", - " M 49.0 \n", - "Ethnicity (broad categories) Black 54.4 \n", - " Mixed 51.2 \n", - " Other 46.8 \n", - " South Asian 45.8 \n", - " Unknown 47.7 \n", - " White 47.8 \n", - "ethnicity 16 groups African 52.2 \n", - " Bangladeshi or British Bangladeshi 55.6 \n", - " Caribbean 42.9 \n", - " Chinese 54.2 \n", - " Other 50.0 \n", - " Other Asian 52.2 \n", - " British or Mixed British 56.5 \n", - " Indian or British Indian 48.0 \n", - " Irish 41.7 \n", - " Other Black 50.0 \n", - " Other White 52.2 \n", - " Other mixed 47.8 \n", - " Pakistani or British Pakistani 44.4 \n", - " Unknown 48.4 \n", - " White + Asian 47.6 \n", - " White + Black African 47.8 \n", - " White + Black Caribbean 47.8 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 46.8 \n", - " 2 53.6 \n", - " 3 50.6 \n", - " 4 47.2 \n", - " 5 Least deprived 46.2 \n", - " Unknown 50.0 \n", - "BMI 30+ 49.6 \n", - " under 30 48.8 \n", - "Chronic cardiac disease no 49.1 \n", + "overall overall 51.3 \n", + "Sex F 52.3 \n", + " M 50.5 \n", + "Ethnicity (broad categories) Black 51.4 \n", + " Mixed 54.2 \n", + " Other 49.4 \n", + " South Asian 51.4 \n", + " Unknown 52.4 \n", + " White 50.0 \n", + "ethnicity 16 groups African 53.8 \n", + " Bangladeshi or British Bangladeshi 47.8 \n", + " Caribbean 52.6 \n", + " Chinese 52.2 \n", + " Other 56.5 \n", + " Other Asian 41.7 \n", + " British or Mixed British 54.2 \n", + " Indian or British Indian 58.3 \n", + " Irish 50.0 \n", + " Other Black 47.4 \n", + " Other White 54.2 \n", + " Other mixed 42.9 \n", + " Pakistani or British Pakistani 45.8 \n", + " Unknown 50.8 \n", + " White + Asian 50.0 \n", + " White + Black African 50.0 \n", + " White + Black Caribbean 54.2 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 50.0 \n", + " 2 51.2 \n", + " 3 53.8 \n", + " 4 50.0 \n", + " 5 Least deprived 51.9 \n", + " Unknown 52.4 \n", + "BMI 30+ 49.2 \n", + " under 30 52.0 \n", + "Chronic cardiac disease no 51.2 \n", " yes 50.0 \n", - "Current COPD no 49.1 \n", + "Current COPD no 51.3 \n", + " yes 33.3 \n", + "DMARDs no 51.3 \n", " yes 66.7 \n", - "DMARDs no 49.2 \n", - " yes 40.0 \n", - "Psychosis, schizophrenia, or bipolar no 49.1 \n", + "Psychosis, schizophrenia, or bipolar no 51.2 \n", + " yes 50.0 \n", + "SSRI (last 12 months) no 51.2 \n", " yes 50.0 \n", - "SSRI (last 12 months) no 48.9 \n", - " yes 60.0 \n", "\n", " Total eligible \\\n", "Category Group \n", - "overall overall 3024 \n", + "overall overall 2982 \n", "Sex F 1554 \n", - " M 1470 \n", - "Ethnicity (broad categories) Black 476 \n", - " Mixed 560 \n", + " M 1428 \n", + "Ethnicity (broad categories) Black 490 \n", + " Mixed 504 \n", " Other 539 \n", - " South Asian 504 \n", - " Unknown 455 \n", - " White 483 \n", - "ethnicity 16 groups African 161 \n", - " Bangladeshi or British Bangladeshi 126 \n", - " Caribbean 147 \n", - " Chinese 168 \n", - " Other 168 \n", - " Other Asian 161 \n", - " British or Mixed British 161 \n", - " Indian or British Indian 175 \n", - " Irish 168 \n", - " Other Black 182 \n", - " Other White 161 \n", - " Other mixed 161 \n", - " Pakistani or British Pakistani 189 \n", - " Unknown 434 \n", - " White + Asian 147 \n", - " White + Black African 161 \n", - " White + Black Caribbean 161 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 553 \n", - " 2 588 \n", - " 3 567 \n", - " 4 623 \n", - " 5 Least deprived 546 \n", - " Unknown 140 \n", - "BMI 30+ 959 \n", - " under 30 2065 \n", - "Chronic cardiac disease no 2982 \n", - " yes 42 \n", - "Current COPD no 2996 \n", + " South Asian 518 \n", + " Unknown 441 \n", + " White 490 \n", + "ethnicity 16 groups African 182 \n", + " Bangladeshi or British Bangladeshi 161 \n", + " Caribbean 133 \n", + " Chinese 161 \n", + " Other 161 \n", + " Other Asian 168 \n", + " British or Mixed British 168 \n", + " Indian or British Indian 168 \n", + " Irish 140 \n", + " Other Black 133 \n", + " Other White 168 \n", + " Other mixed 147 \n", + " Pakistani or British Pakistani 168 \n", + " Unknown 427 \n", + " White + Asian 154 \n", + " White + Black African 168 \n", + " White + Black Caribbean 168 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 574 \n", + " 2 574 \n", + " 3 546 \n", + " 4 574 \n", + " 5 Least deprived 567 \n", + " Unknown 147 \n", + "BMI 30+ 882 \n", + " under 30 2100 \n", + "Chronic cardiac disease no 2954 \n", + " yes 28 \n", + "Current COPD no 2961 \n", " yes 21 \n", - "DMARDs no 2989 \n", - " yes 35 \n", - "Psychosis, schizophrenia, or bipolar no 2996 \n", + "DMARDs no 2961 \n", + " yes 21 \n", + "Psychosis, schizophrenia, or bipolar no 2940 \n", + " yes 42 \n", + "SSRI (last 12 months) no 2954 \n", " yes 28 \n", - "SSRI (last 12 months) no 2989 \n", - " yes 35 \n", "\n", " Previous week's vaccination coverage (%) \\\n", "Category Group \n", - "overall overall 46.7 \n", - "Sex F 46.8 \n", - " M 46.2 \n", + "overall overall 50.1 \n", + "Sex F 51.4 \n", + " M 49.0 \n", "Ethnicity (broad categories) Black 50.0 \n", - " Mixed 48.8 \n", - " Other 44.2 \n", - " South Asian 43.1 \n", - " Unknown 47.7 \n", - " White 46.4 \n", - "ethnicity 16 groups African 47.8 \n", - " Bangladeshi or British Bangladeshi 50.0 \n", - " Caribbean 42.9 \n", - " Chinese 54.2 \n", - " Other 45.8 \n", - " Other Asian 47.8 \n", - " British or Mixed British 47.8 \n", - " Indian or British Indian 48.0 \n", - " Irish 41.7 \n", - " Other Black 46.2 \n", - " Other White 47.8 \n", - " Other mixed 43.5 \n", - " Pakistani or British Pakistani 44.4 \n", - " Unknown 46.8 \n", - " White + Asian 47.6 \n", - " White + Black African 47.8 \n", - " White + Black Caribbean 43.5 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 44.3 \n", - " 2 51.2 \n", - " 3 48.1 \n", - " 4 44.9 \n", - " 5 Least deprived 44.9 \n", - " Unknown 45.0 \n", - "BMI 30+ 46.7 \n", - " under 30 46.8 \n", - "Chronic cardiac disease no 46.7 \n", + " Mixed 52.8 \n", + " Other 48.1 \n", + " South Asian 51.4 \n", + " Unknown 50.8 \n", + " White 47.1 \n", + "ethnicity 16 groups African 53.8 \n", + " Bangladeshi or British Bangladeshi 47.8 \n", + " Caribbean 52.6 \n", + " Chinese 52.2 \n", + " Other 56.5 \n", + " Other Asian 37.5 \n", + " British or Mixed British 54.2 \n", + " Indian or British Indian 58.3 \n", + " Irish 50.0 \n", + " Other Black 47.4 \n", + " Other White 54.2 \n", + " Other mixed 42.9 \n", + " Pakistani or British Pakistani 45.8 \n", + " Unknown 50.8 \n", + " White + Asian 50.0 \n", + " White + Black African 50.0 \n", + " White + Black Caribbean 54.2 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 48.8 \n", + " 2 50.0 \n", + " 3 52.6 \n", + " 4 47.6 \n", + " 5 Least deprived 50.6 \n", + " Unknown 52.4 \n", + "BMI 30+ 48.4 \n", + " under 30 50.7 \n", + "Chronic cardiac disease no 50.0 \n", " yes 50.0 \n", - "Current COPD no 46.7 \n", - " yes 66.7 \n", - "DMARDs no 46.8 \n", - " yes 40.0 \n", - "Psychosis, schizophrenia, or bipolar no 46.7 \n", + "Current COPD no 50.1 \n", + " yes 33.3 \n", + "DMARDs no 50.1 \n", + " yes 33.3 \n", + "Psychosis, schizophrenia, or bipolar no 50.2 \n", + " yes 50.0 \n", + "SSRI (last 12 months) no 50.0 \n", " yes 50.0 \n", - "SSRI (last 12 months) no 46.6 \n", - " yes 40.0 \n", "\n", " Vaccinated over last 7d (%) \n", "Category Group \n", - "overall overall 2.3 \n", - "Sex F 2.3 \n", - " M 2.8 \n", - "Ethnicity (broad categories) Black 4.4 \n", - " Mixed 2.4 \n", - " Other 2.6 \n", - " South Asian 2.7 \n", - " Unknown 0.0 \n", - " White 1.4 \n", - "ethnicity 16 groups African 4.4 \n", - " Bangladeshi or British Bangladeshi 5.6 \n", + "overall overall 1.2 \n", + "Sex F 0.9 \n", + " M 1.5 \n", + "Ethnicity (broad categories) Black 1.4 \n", + " Mixed 1.4 \n", + " Other 1.3 \n", + " South Asian 0.0 \n", + " Unknown 1.6 \n", + " White 2.9 \n", + "ethnicity 16 groups African 0.0 \n", + " Bangladeshi or British Bangladeshi 0.0 \n", " Caribbean 0.0 \n", " Chinese 0.0 \n", - " Other 4.2 \n", - " Other Asian 4.4 \n", - " British or Mixed British 8.7 \n", + " Other 0.0 \n", + " Other Asian 4.2 \n", + " British or Mixed British 0.0 \n", " Indian or British Indian 0.0 \n", " Irish 0.0 \n", - " Other Black 3.8 \n", - " Other White 4.4 \n", - " Other mixed 4.3 \n", + " Other Black 0.0 \n", + " Other White 0.0 \n", + " Other mixed 0.0 \n", " Pakistani or British Pakistani 0.0 \n", - " Unknown 1.6 \n", + " Unknown 0.0 \n", " White + Asian 0.0 \n", " White + Black African 0.0 \n", - " White + Black Caribbean 4.3 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 2.5 \n", - " 2 2.4 \n", - " 3 2.5 \n", - " 4 2.3 \n", + " White + Black Caribbean 0.0 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 1.2 \n", + " 2 1.2 \n", + " 3 1.2 \n", + " 4 2.4 \n", " 5 Least deprived 1.3 \n", - " Unknown 5.0 \n", - "BMI 30+ 2.9 \n", - " under 30 2.0 \n", - "Chronic cardiac disease no 2.4 \n", - " yes 0.0 \n", - "Current COPD no 2.4 \n", + " Unknown 0.0 \n", + "BMI 30+ 0.8 \n", + " under 30 1.3 \n", + "Chronic cardiac disease no 1.2 \n", " yes 0.0 \n", - "DMARDs no 2.4 \n", + "Current COPD no 1.2 \n", " yes 0.0 \n", - "Psychosis, schizophrenia, or bipolar no 2.4 \n", + "DMARDs no 1.2 \n", + " yes 33.4 \n", + "Psychosis, schizophrenia, or bipolar no 1.0 \n", " yes 0.0 \n", - "SSRI (last 12 months) no 2.3 \n", - " yes 20.0 " + "SSRI (last 12 months) no 1.2 \n", + " yes 0.0 " ] }, "metadata": {}, @@ -8099,8 +8158,8 @@ " \n", " \n", " \n", - " Vaccinated at 25 May (n)\n", - " Vaccinated at 25 May (%)\n", + " Vaccinated at 03 Sep (n)\n", + " Vaccinated at 03 Sep (%)\n", " Total eligible\n", " Previous week's vaccination coverage (%)\n", " Vaccinated over last 7d (%)\n", @@ -8119,209 +8178,201 @@ " \n", " overall\n", " overall\n", - " 1665\n", - " 50.0\n", - " 3332\n", - " 47.7\n", - " 2.3\n", + " 1742\n", + " 50.7\n", + " 3437\n", + " 49.6\n", + " 1.1\n", " \n", " \n", " Sex\n", " F\n", - " 847\n", - " 48.4\n", - " 1750\n", - " 46.0\n", - " 2.4\n", + " 910\n", + " 51.6\n", + " 1764\n", + " 50.4\n", + " 1.2\n", " \n", " \n", " M\n", - " 812\n", - " 51.3\n", - " 1582\n", - " 49.6\n", - " 1.7\n", + " 833\n", + " 49.8\n", + " 1673\n", + " 49.0\n", + " 0.8\n", " \n", " \n", " Ethnicity (broad categories)\n", " Black\n", - " 301\n", - " 51.8\n", - " 581\n", + " 273\n", " 49.4\n", - " 2.4\n", + " 553\n", + " 48.1\n", + " 1.3\n", " \n", " \n", " Mixed\n", - " 301\n", - " 51.8\n", - " 581\n", + " 280\n", " 49.4\n", - " 2.4\n", + " 567\n", + " 48.1\n", + " 1.3\n", " \n", " \n", " Other\n", - " 266\n", - " 45.8\n", + " 301\n", + " 51.8\n", " 581\n", - " 43.4\n", - " 2.4\n", + " 50.6\n", + " 1.2\n", " \n", " \n", " South Asian\n", - " 252\n", - " 46.2\n", - " 546\n", - " 43.6\n", - " 2.6\n", + " 294\n", + " 50.0\n", + " 588\n", + " 47.6\n", + " 2.4\n", " \n", " \n", " Unknown\n", - " 266\n", - " 53.5\n", - " 497\n", - " 52.1\n", - " 1.4\n", + " 280\n", + " 53.3\n", + " 525\n", + " 53.3\n", + " 0.0\n", " \n", " \n", " White\n", - " 280\n", - " 50.6\n", - " 553\n", - " 48.1\n", - " 2.5\n", + " 315\n", + " 51.1\n", + " 616\n", + " 51.1\n", + " 0.0\n", " \n", " \n", " ethnicity 16 groups\n", " African\n", - " 91\n", - " 52.0\n", + " 77\n", + " 44.0\n", " 175\n", - " 48.0\n", - " 4.0\n", + " 44.0\n", + " 0.0\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", - " 91\n", - " 46.4\n", - " 196\n", - " 42.9\n", - " 3.5\n", + " 119\n", + " 56.7\n", + " 210\n", + " 53.3\n", + " 3.4\n", " \n", " \n", " Caribbean\n", - " 91\n", - " 52.0\n", - " 175\n", - " 44.0\n", - " 8.0\n", + " 98\n", + " 50.0\n", + " 196\n", + " 46.4\n", + " 3.6\n", " \n", " \n", " Chinese\n", - " 77\n", - " 47.8\n", - " 161\n", - " 47.8\n", + " 105\n", + " 57.7\n", + " 182\n", + " 57.7\n", " 0.0\n", " \n", " \n", " Other\n", " 98\n", - " 51.9\n", - " 189\n", - " 48.1\n", - " 3.8\n", + " 53.8\n", + " 182\n", + " 53.8\n", + " 0.0\n", " \n", " \n", " Other Asian\n", - " 84\n", - " 50.0\n", - " 168\n", - " 45.8\n", - " 4.2\n", + " 91\n", + " 46.4\n", + " 196\n", + " 46.4\n", + " 0.0\n", " \n", " \n", " British or Mixed British\n", - " 105\n", - " 55.6\n", - " 189\n", - " 51.9\n", - " 3.7\n", + " 84\n", + " 46.2\n", + " 182\n", + " 46.2\n", + " 0.0\n", " \n", " \n", " Indian or British Indian\n", - " 105\n", - " 55.6\n", - " 189\n", - " 51.9\n", - " 3.7\n", + " 91\n", + " 54.2\n", + " 168\n", + " 54.2\n", + " 0.0\n", " \n", " \n", " Irish\n", - " 77\n", - " 42.3\n", - " 182\n", - " 42.3\n", + " 56\n", + " 40.0\n", + " 140\n", + " 40.0\n", " 0.0\n", " \n", " \n", " Other Black\n", " 91\n", - " 52.0\n", - " 175\n", - " 48.0\n", - " 4.0\n", + " 43.3\n", + " 210\n", + " 43.3\n", + " 0.0\n", " \n", " \n", " Other White\n", - " 77\n", + " 91\n", " 50.0\n", - " 154\n", + " 182\n", " 50.0\n", " 0.0\n", " \n", " \n", " Other mixed\n", " 84\n", - " 52.2\n", - " 161\n", - " 52.2\n", + " 50.0\n", + " 168\n", + " 50.0\n", " 0.0\n", " \n", " \n", " Pakistani or British Pakistani\n", - " 84\n", - " 52.2\n", - " 161\n", - " 52.2\n", + " 112\n", + " 55.2\n", + " 203\n", + " 55.2\n", " 0.0\n", " \n", " \n", " Unknown\n", " 245\n", - " 46.1\n", - " 532\n", - " 43.4\n", - " 2.7\n", + " 52.2\n", + " 469\n", + " 50.7\n", + " 1.5\n", " \n", " \n", " White + Asian\n", - " 91\n", - " 50.0\n", - " 182\n", - " 50.0\n", + " 105\n", + " 51.7\n", + " 203\n", + " 51.7\n", " 0.0\n", " \n", " \n", " White + Black African\n", - " 70\n", - " 45.5\n", - " 154\n", - " 45.5\n", - " 0.0\n", - " \n", - " \n", - " White + Black Caribbean\n", " 98\n", " 53.8\n", " 182\n", @@ -8329,154 +8380,162 @@ " 0.0\n", " \n", " \n", + " White + Black Caribbean\n", + " 98\n", + " 51.9\n", + " 189\n", + " 48.1\n", + " 3.8\n", + " \n", + " \n", " Index of Multiple Deprivation (quintiles)\n", " 1 Most deprived\n", - " 294\n", - " 45.7\n", - " 644\n", - " 44.6\n", + " 308\n", + " 49.4\n", + " 623\n", + " 48.3\n", " 1.1\n", " \n", " \n", " 2\n", - " 294\n", - " 48.3\n", - " 609\n", - " 46.0\n", - " 2.3\n", + " 343\n", + " 52.1\n", + " 658\n", + " 52.1\n", + " 0.0\n", " \n", " \n", " 3\n", - " 308\n", - " 50.6\n", - " 609\n", - " 48.3\n", - " 2.3\n", + " 336\n", + " 50.5\n", + " 665\n", + " 48.4\n", + " 2.1\n", " \n", " \n", " 4\n", - " 322\n", - " 51.7\n", - " 623\n", - " 49.4\n", - " 2.3\n", + " 329\n", + " 49.0\n", + " 672\n", + " 49.0\n", + " 0.0\n", " \n", " \n", " 5 Least deprived\n", - " 336\n", - " 51.1\n", - " 658\n", - " 47.9\n", - " 3.2\n", + " 329\n", + " 50.5\n", + " 651\n", + " 49.5\n", + " 1.0\n", " \n", " \n", " Unknown\n", - " 105\n", - " 53.6\n", - " 196\n", - " 53.6\n", - " 0.0\n", + " 98\n", + " 56.0\n", + " 175\n", + " 52.0\n", + " 4.0\n", " \n", " \n", " BMI\n", " 30+\n", - " 518\n", - " 50.3\n", - " 1029\n", - " 47.6\n", - " 2.7\n", + " 504\n", + " 50.7\n", + " 994\n", + " 50.0\n", + " 0.7\n", " \n", " \n", " under 30\n", - " 1148\n", - " 49.8\n", - " 2303\n", - " 47.4\n", - " 2.4\n", + " 1239\n", + " 50.7\n", + " 2443\n", + " 49.6\n", + " 1.1\n", " \n", " \n", " Chronic cardiac disease\n", " no\n", - " 1652\n", - " 49.9\n", - " 3311\n", - " 47.8\n", - " 2.1\n", + " 1722\n", + " 50.7\n", + " 3395\n", + " 49.7\n", + " 1.0\n", " \n", " \n", " yes\n", - " 7\n", - " 25.0\n", - " 28\n", - " 25.0\n", - " 0.0\n", + " 21\n", + " 50.0\n", + " 42\n", + " 33.3\n", + " 16.7\n", " \n", " \n", " Current COPD\n", " no\n", - " 1652\n", - " 50.0\n", - " 3304\n", - " 47.7\n", - " 2.3\n", + " 1722\n", + " 50.7\n", + " 3395\n", + " 49.7\n", + " 1.0\n", " \n", " \n", " yes\n", - " 14\n", - " 40.0\n", - " 35\n", - " 40.0\n", + " 21\n", + " 50.0\n", + " 42\n", + " 50.0\n", " 0.0\n", " \n", " \n", " DMARDs\n", " no\n", - " 1652\n", - " 50.0\n", - " 3304\n", - " 47.7\n", - " 2.3\n", + " 1729\n", + " 50.8\n", + " 3402\n", + " 49.8\n", + " 1.0\n", " \n", " \n", " yes\n", " 14\n", - " 50.0\n", - " 28\n", - " 50.0\n", + " 40.0\n", + " 35\n", + " 40.0\n", " 0.0\n", " \n", " \n", " Psychosis, schizophrenia, or bipolar\n", " no\n", - " 1638\n", - " 49.9\n", - " 3283\n", - " 47.5\n", - " 2.4\n", + " 1722\n", + " 50.7\n", + " 3395\n", + " 49.7\n", + " 1.0\n", " \n", " \n", " yes\n", - " 28\n", - " 57.1\n", - " 49\n", - " 57.1\n", + " 21\n", + " 60.0\n", + " 35\n", + " 60.0\n", " 0.0\n", " \n", " \n", " SSRI (last 12 months)\n", " no\n", - " 1645\n", - " 49.9\n", - " 3297\n", - " 47.6\n", - " 2.3\n", + " 1722\n", + " 50.7\n", + " 3395\n", + " 49.7\n", + " 1.0\n", " \n", " \n", " yes\n", " 21\n", - " 60.0\n", - " 35\n", - " 60.0\n", + " 50.0\n", + " 42\n", + " 50.0\n", " 0.0\n", " \n", " \n", @@ -8484,240 +8543,775 @@ "" ], "text/plain": [ - " Vaccinated at 25 May (n) \\\n", + " Vaccinated at 03 Sep (n) \\\n", "Category Group \n", - "overall overall 1665 \n", - "Sex F 847 \n", - " M 812 \n", - "Ethnicity (broad categories) Black 301 \n", - " Mixed 301 \n", - " Other 266 \n", - " South Asian 252 \n", - " Unknown 266 \n", - " White 280 \n", - "ethnicity 16 groups African 91 \n", - " Bangladeshi or British Bangladeshi 91 \n", - " Caribbean 91 \n", - " Chinese 77 \n", + "overall overall 1742 \n", + "Sex F 910 \n", + " M 833 \n", + "Ethnicity (broad categories) Black 273 \n", + " Mixed 280 \n", + " Other 301 \n", + " South Asian 294 \n", + " Unknown 280 \n", + " White 315 \n", + "ethnicity 16 groups African 77 \n", + " Bangladeshi or British Bangladeshi 119 \n", + " Caribbean 98 \n", + " Chinese 105 \n", " Other 98 \n", - " Other Asian 84 \n", - " British or Mixed British 105 \n", - " Indian or British Indian 105 \n", - " Irish 77 \n", + " Other Asian 91 \n", + " British or Mixed British 84 \n", + " Indian or British Indian 91 \n", + " Irish 56 \n", " Other Black 91 \n", - " Other White 77 \n", + " Other White 91 \n", " Other mixed 84 \n", - " Pakistani or British Pakistani 84 \n", + " Pakistani or British Pakistani 112 \n", " Unknown 245 \n", - " White + Asian 91 \n", - " White + Black African 70 \n", + " White + Asian 105 \n", + " White + Black African 98 \n", " White + Black Caribbean 98 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 294 \n", - " 2 294 \n", - " 3 308 \n", - " 4 322 \n", - " 5 Least deprived 336 \n", - " Unknown 105 \n", - "BMI 30+ 518 \n", - " under 30 1148 \n", - "Chronic cardiac disease no 1652 \n", - " yes 7 \n", - "Current COPD no 1652 \n", - " yes 14 \n", - "DMARDs no 1652 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 308 \n", + " 2 343 \n", + " 3 336 \n", + " 4 329 \n", + " 5 Least deprived 329 \n", + " Unknown 98 \n", + "BMI 30+ 504 \n", + " under 30 1239 \n", + "Chronic cardiac disease no 1722 \n", + " yes 21 \n", + "Current COPD no 1722 \n", + " yes 21 \n", + "DMARDs no 1729 \n", " yes 14 \n", - "Psychosis, schizophrenia, or bipolar no 1638 \n", - " yes 28 \n", - "SSRI (last 12 months) no 1645 \n", + "Psychosis, schizophrenia, or bipolar no 1722 \n", + " yes 21 \n", + "SSRI (last 12 months) no 1722 \n", " yes 21 \n", "\n", - " Vaccinated at 25 May (%) \\\n", + " Vaccinated at 03 Sep (%) \\\n", "Category Group \n", - "overall overall 50.0 \n", - "Sex F 48.4 \n", - " M 51.3 \n", - "Ethnicity (broad categories) Black 51.8 \n", - " Mixed 51.8 \n", - " Other 45.8 \n", - " South Asian 46.2 \n", - " Unknown 53.5 \n", - " White 50.6 \n", - "ethnicity 16 groups African 52.0 \n", - " Bangladeshi or British Bangladeshi 46.4 \n", - " Caribbean 52.0 \n", - " Chinese 47.8 \n", - " Other 51.9 \n", - " Other Asian 50.0 \n", - " British or Mixed British 55.6 \n", - " Indian or British Indian 55.6 \n", - " Irish 42.3 \n", - " Other Black 52.0 \n", + "overall overall 50.7 \n", + "Sex F 51.6 \n", + " M 49.8 \n", + "Ethnicity (broad categories) Black 49.4 \n", + " Mixed 49.4 \n", + " Other 51.8 \n", + " South Asian 50.0 \n", + " Unknown 53.3 \n", + " White 51.1 \n", + "ethnicity 16 groups African 44.0 \n", + " Bangladeshi or British Bangladeshi 56.7 \n", + " Caribbean 50.0 \n", + " Chinese 57.7 \n", + " Other 53.8 \n", + " Other Asian 46.4 \n", + " British or Mixed British 46.2 \n", + " Indian or British Indian 54.2 \n", + " Irish 40.0 \n", + " Other Black 43.3 \n", " Other White 50.0 \n", - " Other mixed 52.2 \n", - " Pakistani or British Pakistani 52.2 \n", - " Unknown 46.1 \n", - " White + Asian 50.0 \n", - " White + Black African 45.5 \n", - " White + Black Caribbean 53.8 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 45.7 \n", - " 2 48.3 \n", - " 3 50.6 \n", - " 4 51.7 \n", - " 5 Least deprived 51.1 \n", - " Unknown 53.6 \n", - "BMI 30+ 50.3 \n", - " under 30 49.8 \n", - "Chronic cardiac disease no 49.9 \n", - " yes 25.0 \n", - "Current COPD no 50.0 \n", - " yes 40.0 \n", - "DMARDs no 50.0 \n", + " Other mixed 50.0 \n", + " Pakistani or British Pakistani 55.2 \n", + " Unknown 52.2 \n", + " White + Asian 51.7 \n", + " White + Black African 53.8 \n", + " White + Black Caribbean 51.9 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 49.4 \n", + " 2 52.1 \n", + " 3 50.5 \n", + " 4 49.0 \n", + " 5 Least deprived 50.5 \n", + " Unknown 56.0 \n", + "BMI 30+ 50.7 \n", + " under 30 50.7 \n", + "Chronic cardiac disease no 50.7 \n", " yes 50.0 \n", - "Psychosis, schizophrenia, or bipolar no 49.9 \n", - " yes 57.1 \n", - "SSRI (last 12 months) no 49.9 \n", + "Current COPD no 50.7 \n", + " yes 50.0 \n", + "DMARDs no 50.8 \n", + " yes 40.0 \n", + "Psychosis, schizophrenia, or bipolar no 50.7 \n", " yes 60.0 \n", + "SSRI (last 12 months) no 50.7 \n", + " yes 50.0 \n", + "\n", + " Total eligible \\\n", + "Category Group \n", + "overall overall 3437 \n", + "Sex F 1764 \n", + " M 1673 \n", + "Ethnicity (broad categories) Black 553 \n", + " Mixed 567 \n", + " Other 581 \n", + " South Asian 588 \n", + " Unknown 525 \n", + " White 616 \n", + "ethnicity 16 groups African 175 \n", + " Bangladeshi or British Bangladeshi 210 \n", + " Caribbean 196 \n", + " Chinese 182 \n", + " Other 182 \n", + " Other Asian 196 \n", + " British or Mixed British 182 \n", + " Indian or British Indian 168 \n", + " Irish 140 \n", + " Other Black 210 \n", + " Other White 182 \n", + " Other mixed 168 \n", + " Pakistani or British Pakistani 203 \n", + " Unknown 469 \n", + " White + Asian 203 \n", + " White + Black African 182 \n", + " White + Black Caribbean 189 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 623 \n", + " 2 658 \n", + " 3 665 \n", + " 4 672 \n", + " 5 Least deprived 651 \n", + " Unknown 175 \n", + "BMI 30+ 994 \n", + " under 30 2443 \n", + "Chronic cardiac disease no 3395 \n", + " yes 42 \n", + "Current COPD no 3395 \n", + " yes 42 \n", + "DMARDs no 3402 \n", + " yes 35 \n", + "Psychosis, schizophrenia, or bipolar no 3395 \n", + " yes 35 \n", + "SSRI (last 12 months) no 3395 \n", + " yes 42 \n", + "\n", + " Previous week's vaccination coverage (%) \\\n", + "Category Group \n", + "overall overall 49.6 \n", + "Sex F 50.4 \n", + " M 49.0 \n", + "Ethnicity (broad categories) Black 48.1 \n", + " Mixed 48.1 \n", + " Other 50.6 \n", + " South Asian 47.6 \n", + " Unknown 53.3 \n", + " White 51.1 \n", + "ethnicity 16 groups African 44.0 \n", + " Bangladeshi or British Bangladeshi 53.3 \n", + " Caribbean 46.4 \n", + " Chinese 57.7 \n", + " Other 53.8 \n", + " Other Asian 46.4 \n", + " British or Mixed British 46.2 \n", + " Indian or British Indian 54.2 \n", + " Irish 40.0 \n", + " Other Black 43.3 \n", + " Other White 50.0 \n", + " Other mixed 50.0 \n", + " Pakistani or British Pakistani 55.2 \n", + " Unknown 50.7 \n", + " White + Asian 51.7 \n", + " White + Black African 53.8 \n", + " White + Black Caribbean 48.1 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 48.3 \n", + " 2 52.1 \n", + " 3 48.4 \n", + " 4 49.0 \n", + " 5 Least deprived 49.5 \n", + " Unknown 52.0 \n", + "BMI 30+ 50.0 \n", + " under 30 49.6 \n", + "Chronic cardiac disease no 49.7 \n", + " yes 33.3 \n", + "Current COPD no 49.7 \n", + " yes 50.0 \n", + "DMARDs no 49.8 \n", + " yes 40.0 \n", + "Psychosis, schizophrenia, or bipolar no 49.7 \n", + " yes 60.0 \n", + "SSRI (last 12 months) no 49.7 \n", + " yes 50.0 \n", + "\n", + " Vaccinated over last 7d (%) \n", + "Category Group \n", + "overall overall 1.1 \n", + "Sex F 1.2 \n", + " M 0.8 \n", + "Ethnicity (broad categories) Black 1.3 \n", + " Mixed 1.3 \n", + " Other 1.2 \n", + " South Asian 2.4 \n", + " Unknown 0.0 \n", + " White 0.0 \n", + "ethnicity 16 groups African 0.0 \n", + " Bangladeshi or British Bangladeshi 3.4 \n", + " Caribbean 3.6 \n", + " Chinese 0.0 \n", + " Other 0.0 \n", + " Other Asian 0.0 \n", + " British or Mixed British 0.0 \n", + " Indian or British Indian 0.0 \n", + " Irish 0.0 \n", + " Other Black 0.0 \n", + " Other White 0.0 \n", + " Other mixed 0.0 \n", + " Pakistani or British Pakistani 0.0 \n", + " Unknown 1.5 \n", + " White + Asian 0.0 \n", + " White + Black African 0.0 \n", + " White + Black Caribbean 3.8 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 1.1 \n", + " 2 0.0 \n", + " 3 2.1 \n", + " 4 0.0 \n", + " 5 Least deprived 1.0 \n", + " Unknown 4.0 \n", + "BMI 30+ 0.7 \n", + " under 30 1.1 \n", + "Chronic cardiac disease no 1.0 \n", + " yes 16.7 \n", + "Current COPD no 1.0 \n", + " yes 0.0 \n", + "DMARDs no 1.0 \n", + " yes 0.0 \n", + "Psychosis, schizophrenia, or bipolar no 1.0 \n", + " yes 0.0 \n", + "SSRI (last 12 months) no 1.0 \n", + " yes 0.0 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "**Footnotes:**\n", + "- Patient counts rounded to the nearest 7" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "- Population excludes those who are shielding." + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "- SSRIs group excludes individuals with Psychosis/ schizophrenia/bipolar, LD, or Dementia." + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "## \n", + " ## Cumulative vaccination figures among 40-49 population \n", + " Please refer to footnotes below table for information." + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Vaccinated at 03 Sep (n)Vaccinated at 03 Sep (%)Total eligiblePrevious week's vaccination coverage (%)Vaccinated over last 7d (%)
CategoryGroup
overalloverall310850.5616049.11.4
SexF161050.2320648.71.5
M149850.7295449.51.2
Ethnicity (broad categories)Black53251.4103649.32.1
Mixed52551.4102250.01.4
Other52549.7105748.31.4
South Asian53949.4109248.70.7
Unknown46248.994546.72.2
White53252.8100851.41.4
ethnicity 16 groupsAfrican18254.233652.12.1
Bangladeshi or British Bangladeshi16151.131548.92.2
Caribbean16146.934346.90.0
Chinese16150.032247.82.2
Other17548.136446.21.9
Other Asian14750.029450.00.0
British or Mixed British16850.033647.92.1
Indian or British Indian16150.032250.00.0
Irish16851.132948.92.2
Other Black18252.035050.02.0
Other White14747.730845.52.2
Other mixed16153.530151.22.3
Pakistani or British Pakistani18256.532256.50.0
Unknown46951.191749.61.5
White + Asian16147.933647.90.0
White + Black African16148.932946.82.1
White + Black Caribbean16850.033647.92.1
Index of Multiple Deprivation (quintiles)1 Most deprived60950.3121148.61.7
260251.8116250.61.2
358850.6116249.41.2
459550.9116949.11.8
5 Least deprived55349.4112048.11.3
Unknown16148.932948.90.0
\n", + "
" + ], + "text/plain": [ + " Vaccinated at 03 Sep (n) \\\n", + "Category Group \n", + "overall overall 3108 \n", + "Sex F 1610 \n", + " M 1498 \n", + "Ethnicity (broad categories) Black 532 \n", + " Mixed 525 \n", + " Other 525 \n", + " South Asian 539 \n", + " Unknown 462 \n", + " White 532 \n", + "ethnicity 16 groups African 182 \n", + " Bangladeshi or British Bangladeshi 161 \n", + " Caribbean 161 \n", + " Chinese 161 \n", + " Other 175 \n", + " Other Asian 147 \n", + " British or Mixed British 168 \n", + " Indian or British Indian 161 \n", + " Irish 168 \n", + " Other Black 182 \n", + " Other White 147 \n", + " Other mixed 161 \n", + " Pakistani or British Pakistani 182 \n", + " Unknown 469 \n", + " White + Asian 161 \n", + " White + Black African 161 \n", + " White + Black Caribbean 168 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 609 \n", + " 2 602 \n", + " 3 588 \n", + " 4 595 \n", + " 5 Least deprived 553 \n", + " Unknown 161 \n", + "\n", + " Vaccinated at 03 Sep (%) \\\n", + "Category Group \n", + "overall overall 50.5 \n", + "Sex F 50.2 \n", + " M 50.7 \n", + "Ethnicity (broad categories) Black 51.4 \n", + " Mixed 51.4 \n", + " Other 49.7 \n", + " South Asian 49.4 \n", + " Unknown 48.9 \n", + " White 52.8 \n", + "ethnicity 16 groups African 54.2 \n", + " Bangladeshi or British Bangladeshi 51.1 \n", + " Caribbean 46.9 \n", + " Chinese 50.0 \n", + " Other 48.1 \n", + " Other Asian 50.0 \n", + " British or Mixed British 50.0 \n", + " Indian or British Indian 50.0 \n", + " Irish 51.1 \n", + " Other Black 52.0 \n", + " Other White 47.7 \n", + " Other mixed 53.5 \n", + " Pakistani or British Pakistani 56.5 \n", + " Unknown 51.1 \n", + " White + Asian 47.9 \n", + " White + Black African 48.9 \n", + " White + Black Caribbean 50.0 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 50.3 \n", + " 2 51.8 \n", + " 3 50.6 \n", + " 4 50.9 \n", + " 5 Least deprived 49.4 \n", + " Unknown 48.9 \n", "\n", " Total eligible \\\n", "Category Group \n", - "overall overall 3332 \n", - "Sex F 1750 \n", - " M 1582 \n", - "Ethnicity (broad categories) Black 581 \n", - " Mixed 581 \n", - " Other 581 \n", - " South Asian 546 \n", - " Unknown 497 \n", - " White 553 \n", - "ethnicity 16 groups African 175 \n", - " Bangladeshi or British Bangladeshi 196 \n", - " Caribbean 175 \n", - " Chinese 161 \n", - " Other 189 \n", - " Other Asian 168 \n", - " British or Mixed British 189 \n", - " Indian or British Indian 189 \n", - " Irish 182 \n", - " Other Black 175 \n", - " Other White 154 \n", - " Other mixed 161 \n", - " Pakistani or British Pakistani 161 \n", - " Unknown 532 \n", - " White + Asian 182 \n", - " White + Black African 154 \n", - " White + Black Caribbean 182 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 644 \n", - " 2 609 \n", - " 3 609 \n", - " 4 623 \n", - " 5 Least deprived 658 \n", - " Unknown 196 \n", - "BMI 30+ 1029 \n", - " under 30 2303 \n", - "Chronic cardiac disease no 3311 \n", - " yes 28 \n", - "Current COPD no 3304 \n", - " yes 35 \n", - "DMARDs no 3304 \n", - " yes 28 \n", - "Psychosis, schizophrenia, or bipolar no 3283 \n", - " yes 49 \n", - "SSRI (last 12 months) no 3297 \n", - " yes 35 \n", + "overall overall 6160 \n", + "Sex F 3206 \n", + " M 2954 \n", + "Ethnicity (broad categories) Black 1036 \n", + " Mixed 1022 \n", + " Other 1057 \n", + " South Asian 1092 \n", + " Unknown 945 \n", + " White 1008 \n", + "ethnicity 16 groups African 336 \n", + " Bangladeshi or British Bangladeshi 315 \n", + " Caribbean 343 \n", + " Chinese 322 \n", + " Other 364 \n", + " Other Asian 294 \n", + " British or Mixed British 336 \n", + " Indian or British Indian 322 \n", + " Irish 329 \n", + " Other Black 350 \n", + " Other White 308 \n", + " Other mixed 301 \n", + " Pakistani or British Pakistani 322 \n", + " Unknown 917 \n", + " White + Asian 336 \n", + " White + Black African 329 \n", + " White + Black Caribbean 336 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 1211 \n", + " 2 1162 \n", + " 3 1162 \n", + " 4 1169 \n", + " 5 Least deprived 1120 \n", + " Unknown 329 \n", "\n", " Previous week's vaccination coverage (%) \\\n", "Category Group \n", - "overall overall 47.7 \n", - "Sex F 46.0 \n", - " M 49.6 \n", - "Ethnicity (broad categories) Black 49.4 \n", - " Mixed 49.4 \n", - " Other 43.4 \n", - " South Asian 43.6 \n", - " Unknown 52.1 \n", - " White 48.1 \n", - "ethnicity 16 groups African 48.0 \n", - " Bangladeshi or British Bangladeshi 42.9 \n", - " Caribbean 44.0 \n", + "overall overall 49.1 \n", + "Sex F 48.7 \n", + " M 49.5 \n", + "Ethnicity (broad categories) Black 49.3 \n", + " Mixed 50.0 \n", + " Other 48.3 \n", + " South Asian 48.7 \n", + " Unknown 46.7 \n", + " White 51.4 \n", + "ethnicity 16 groups African 52.1 \n", + " Bangladeshi or British Bangladeshi 48.9 \n", + " Caribbean 46.9 \n", " Chinese 47.8 \n", - " Other 48.1 \n", - " Other Asian 45.8 \n", - " British or Mixed British 51.9 \n", - " Indian or British Indian 51.9 \n", - " Irish 42.3 \n", - " Other Black 48.0 \n", - " Other White 50.0 \n", - " Other mixed 52.2 \n", - " Pakistani or British Pakistani 52.2 \n", - " Unknown 43.4 \n", - " White + Asian 50.0 \n", - " White + Black African 45.5 \n", - " White + Black Caribbean 53.8 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 44.6 \n", - " 2 46.0 \n", - " 3 48.3 \n", - " 4 49.4 \n", - " 5 Least deprived 47.9 \n", - " Unknown 53.6 \n", - "BMI 30+ 47.6 \n", - " under 30 47.4 \n", - "Chronic cardiac disease no 47.8 \n", - " yes 25.0 \n", - "Current COPD no 47.7 \n", - " yes 40.0 \n", - "DMARDs no 47.7 \n", - " yes 50.0 \n", - "Psychosis, schizophrenia, or bipolar no 47.5 \n", - " yes 57.1 \n", - "SSRI (last 12 months) no 47.6 \n", - " yes 60.0 \n", + " Other 46.2 \n", + " Other Asian 50.0 \n", + " British or Mixed British 47.9 \n", + " Indian or British Indian 50.0 \n", + " Irish 48.9 \n", + " Other Black 50.0 \n", + " Other White 45.5 \n", + " Other mixed 51.2 \n", + " Pakistani or British Pakistani 56.5 \n", + " Unknown 49.6 \n", + " White + Asian 47.9 \n", + " White + Black African 46.8 \n", + " White + Black Caribbean 47.9 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 48.6 \n", + " 2 50.6 \n", + " 3 49.4 \n", + " 4 49.1 \n", + " 5 Least deprived 48.1 \n", + " Unknown 48.9 \n", "\n", " Vaccinated over last 7d (%) \n", "Category Group \n", - "overall overall 2.3 \n", - "Sex F 2.4 \n", - " M 1.7 \n", - "Ethnicity (broad categories) Black 2.4 \n", - " Mixed 2.4 \n", - " Other 2.4 \n", - " South Asian 2.6 \n", - " Unknown 1.4 \n", - " White 2.5 \n", - "ethnicity 16 groups African 4.0 \n", - " Bangladeshi or British Bangladeshi 3.5 \n", - " Caribbean 8.0 \n", - " Chinese 0.0 \n", - " Other 3.8 \n", - " Other Asian 4.2 \n", - " British or Mixed British 3.7 \n", - " Indian or British Indian 3.7 \n", - " Irish 0.0 \n", - " Other Black 4.0 \n", - " Other White 0.0 \n", - " Other mixed 0.0 \n", + "overall overall 1.4 \n", + "Sex F 1.5 \n", + " M 1.2 \n", + "Ethnicity (broad categories) Black 2.1 \n", + " Mixed 1.4 \n", + " Other 1.4 \n", + " South Asian 0.7 \n", + " Unknown 2.2 \n", + " White 1.4 \n", + "ethnicity 16 groups African 2.1 \n", + " Bangladeshi or British Bangladeshi 2.2 \n", + " Caribbean 0.0 \n", + " Chinese 2.2 \n", + " Other 1.9 \n", + " Other Asian 0.0 \n", + " British or Mixed British 2.1 \n", + " Indian or British Indian 0.0 \n", + " Irish 2.2 \n", + " Other Black 2.0 \n", + " Other White 2.2 \n", + " Other mixed 2.3 \n", " Pakistani or British Pakistani 0.0 \n", - " Unknown 2.7 \n", + " Unknown 1.5 \n", " White + Asian 0.0 \n", - " White + Black African 0.0 \n", - " White + Black Caribbean 0.0 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 1.1 \n", - " 2 2.3 \n", - " 3 2.3 \n", - " 4 2.3 \n", - " 5 Least deprived 3.2 \n", - " Unknown 0.0 \n", - "BMI 30+ 2.7 \n", - " under 30 2.4 \n", - "Chronic cardiac disease no 2.1 \n", - " yes 0.0 \n", - "Current COPD no 2.3 \n", - " yes 0.0 \n", - "DMARDs no 2.3 \n", - " yes 0.0 \n", - "Psychosis, schizophrenia, or bipolar no 2.4 \n", - " yes 0.0 \n", - "SSRI (last 12 months) no 2.3 \n", - " yes 0.0 " + " White + Black African 2.1 \n", + " White + Black Caribbean 2.1 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 1.7 \n", + " 2 1.2 \n", + " 3 1.2 \n", + " 4 1.8 \n", + " 5 Least deprived 1.3 \n", + " Unknown 0.0 " ] }, "metadata": {}, @@ -8736,35 +9330,11 @@ "metadata": {}, "output_type": "display_data" }, - { - "data": { - "text/markdown": [ - "- Population excludes those who are shielding." - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/markdown": [ - "- SSRIs group excludes individuals with Psychosis/ schizophrenia/bipolar, LD, or Dementia." - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "data": { "text/markdown": [ "## \n", - " ## Cumulative vaccination figures among 40-49 population \n", + " ## Cumulative vaccination figures among 30-39 population \n", " Please refer to footnotes below table for information." ], "text/plain": [ @@ -8796,8 +9366,8 @@ " \n", " \n", " \n", - " Vaccinated at 25 May (n)\n", - " Vaccinated at 25 May (%)\n", + " Vaccinated at 03 Sep (n)\n", + " Vaccinated at 03 Sep (%)\n", " Total eligible\n", " Previous week's vaccination coverage (%)\n", " Vaccinated over last 7d (%)\n", @@ -8816,153 +9386,161 @@ " \n", " overall\n", " overall\n", - " 3064\n", - " 49.8\n", - " 6153\n", - " 47.6\n", - " 2.2\n", + " 3170\n", + " 49.7\n", + " 6377\n", + " 48.3\n", + " 1.4\n", " \n", " \n", " Sex\n", " F\n", " 1589\n", - " 50.1\n", - " 3171\n", - " 48.1\n", - " 2.0\n", + " 49.3\n", + " 3220\n", + " 47.8\n", + " 1.5\n", " \n", " \n", " M\n", - " 1470\n", - " 49.2\n", - " 2989\n", - " 46.8\n", - " 2.4\n", + " 1582\n", + " 50.1\n", + " 3157\n", + " 48.8\n", + " 1.3\n", " \n", " \n", " Ethnicity (broad categories)\n", " Black\n", " 518\n", - " 49.7\n", - " 1043\n", - " 47.0\n", - " 2.7\n", + " 48.1\n", + " 1078\n", + " 46.8\n", + " 1.3\n", " \n", " \n", " Mixed\n", - " 532\n", - " 50.0\n", + " 539\n", + " 50.7\n", " 1064\n", - " 47.4\n", - " 2.6\n", + " 48.7\n", + " 2.0\n", " \n", " \n", " Other\n", - " 525\n", + " 532\n", " 48.7\n", - " 1078\n", - " 46.1\n", - " 2.6\n", + " 1092\n", + " 47.4\n", + " 1.3\n", " \n", " \n", " South Asian\n", - " 525\n", - " 49.7\n", - " 1057\n", - " 47.7\n", - " 2.0\n", + " 532\n", + " 48.7\n", + " 1092\n", + " 48.1\n", + " 0.6\n", " \n", " \n", " Unknown\n", - " 476\n", - " 52.7\n", - " 903\n", - " 50.4\n", - " 2.3\n", + " 497\n", + " 51.1\n", + " 973\n", + " 49.6\n", + " 1.5\n", " \n", " \n", " White\n", - " 490\n", - " 48.6\n", - " 1008\n", - " 46.5\n", - " 2.1\n", + " 553\n", + " 51.3\n", + " 1078\n", + " 50.0\n", + " 1.3\n", " \n", " \n", " ethnicity 16 groups\n", " African\n", - " 168\n", - " 51.1\n", - " 329\n", - " 48.9\n", + " 161\n", + " 50.0\n", + " 322\n", + " 47.8\n", " 2.2\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", - " 168\n", - " 53.3\n", - " 315\n", - " 51.1\n", - " 2.2\n", + " 161\n", + " 48.9\n", + " 329\n", + " 46.8\n", + " 2.1\n", " \n", " \n", " Caribbean\n", - " 182\n", - " 53.1\n", - " 343\n", - " 49.0\n", - " 4.1\n", + " 161\n", + " 47.9\n", + " 336\n", + " 45.8\n", + " 2.1\n", " \n", " \n", " Chinese\n", " 168\n", + " 52.2\n", + " 322\n", " 50.0\n", - " 336\n", - " 47.9\n", - " 2.1\n", + " 2.2\n", " \n", " \n", " Other\n", - " 161\n", - " 50.0\n", - " 322\n", - " 47.8\n", - " 2.2\n", + " 189\n", + " 51.9\n", + " 364\n", + " 51.9\n", + " 0.0\n", " \n", " \n", " Other Asian\n", - " 175\n", - " 53.2\n", - " 329\n", - " 51.1\n", - " 2.1\n", + " 182\n", + " 49.1\n", + " 371\n", + " 49.1\n", + " 0.0\n", " \n", " \n", " British or Mixed British\n", - " 175\n", + " 168\n", " 49.0\n", - " 357\n", - " 45.1\n", - " 3.9\n", + " 343\n", + " 49.0\n", + " 0.0\n", " \n", " \n", " Indian or British Indian\n", - " 168\n", - " 53.3\n", - " 315\n", - " 51.1\n", - " 2.2\n", + " 154\n", + " 50.0\n", + " 308\n", + " 50.0\n", + " 0.0\n", " \n", " \n", " Irish\n", - " 175\n", - " 50.0\n", + " 182\n", + " 52.0\n", " 350\n", - " 48.0\n", + " 50.0\n", " 2.0\n", " \n", " \n", " Other Black\n", + " 182\n", + " 50.0\n", + " 364\n", + " 48.1\n", + " 1.9\n", + " \n", + " \n", + " Other White\n", " 154\n", " 48.9\n", " 315\n", @@ -8970,289 +9548,281 @@ " 2.2\n", " \n", " \n", - " Other White\n", - " 140\n", - " 43.5\n", - " 322\n", - " 41.3\n", - " 2.2\n", - " \n", - " \n", " Other mixed\n", - " 147\n", - " 43.8\n", - " 336\n", - " 41.7\n", - " 2.1\n", + " 182\n", + " 51.0\n", + " 357\n", + " 49.0\n", + " 2.0\n", " \n", " \n", " Pakistani or British Pakistani\n", " 154\n", - " 48.9\n", - " 315\n", - " 46.7\n", - " 2.2\n", + " 47.8\n", + " 322\n", + " 47.8\n", + " 0.0\n", " \n", " \n", " Unknown\n", " 441\n", - " 48.5\n", - " 910\n", - " 46.9\n", - " 1.6\n", + " 47.0\n", + " 938\n", + " 46.3\n", + " 0.7\n", " \n", " \n", " White + Asian\n", - " 168\n", - " 49.0\n", + " 175\n", + " 51.0\n", " 343\n", - " 46.9\n", - " 2.1\n", + " 49.0\n", + " 2.0\n", " \n", " \n", " White + Black African\n", - " 168\n", - " 54.5\n", - " 308\n", - " 52.3\n", - " 2.2\n", + " 175\n", + " 47.2\n", + " 371\n", + " 47.2\n", + " 0.0\n", " \n", " \n", " White + Black Caribbean\n", - " 154\n", - " 48.9\n", - " 315\n", - " 46.7\n", + " 182\n", + " 56.5\n", + " 322\n", + " 54.3\n", " 2.2\n", " \n", " \n", " Index of Multiple Deprivation (quintiles)\n", " 1 Most deprived\n", - " 581\n", - " 49.7\n", - " 1169\n", - " 47.3\n", - " 2.4\n", + " 658\n", + " 50.0\n", + " 1316\n", + " 48.4\n", + " 1.6\n", " \n", " \n", " 2\n", " 602\n", " 50.3\n", " 1197\n", - " 48.0\n", - " 2.3\n", + " 48.5\n", + " 1.8\n", " \n", " \n", " 3\n", - " 574\n", - " 47.7\n", - " 1204\n", - " 45.9\n", + " 609\n", + " 51.2\n", + " 1190\n", + " 49.4\n", " 1.8\n", " \n", " \n", " 4\n", - " 560\n", - " 48.8\n", - " 1148\n", - " 45.7\n", - " 3.1\n", + " 609\n", + " 52.1\n", + " 1169\n", + " 50.3\n", + " 1.8\n", " \n", " \n", " 5 Least deprived\n", - " 588\n", - " 52.5\n", - " 1120\n", - " 50.6\n", - " 1.9\n", + " 567\n", + " 46.0\n", + " 1232\n", + " 44.9\n", + " 1.1\n", " \n", " \n", " Unknown\n", - " 161\n", - " 51.1\n", - " 315\n", - " 48.9\n", - " 2.2\n", + " 126\n", + " 46.2\n", + " 273\n", + " 46.2\n", + " 0.0\n", " \n", " \n", "\n", "" ], "text/plain": [ - " Vaccinated at 25 May (n) \\\n", + " Vaccinated at 03 Sep (n) \\\n", "Category Group \n", - "overall overall 3064 \n", + "overall overall 3170 \n", "Sex F 1589 \n", - " M 1470 \n", + " M 1582 \n", "Ethnicity (broad categories) Black 518 \n", - " Mixed 532 \n", - " Other 525 \n", - " South Asian 525 \n", - " Unknown 476 \n", - " White 490 \n", - "ethnicity 16 groups African 168 \n", - " Bangladeshi or British Bangladeshi 168 \n", - " Caribbean 182 \n", + " Mixed 539 \n", + " Other 532 \n", + " South Asian 532 \n", + " Unknown 497 \n", + " White 553 \n", + "ethnicity 16 groups African 161 \n", + " Bangladeshi or British Bangladeshi 161 \n", + " Caribbean 161 \n", " Chinese 168 \n", - " Other 161 \n", - " Other Asian 175 \n", - " British or Mixed British 175 \n", - " Indian or British Indian 168 \n", - " Irish 175 \n", - " Other Black 154 \n", - " Other White 140 \n", - " Other mixed 147 \n", + " Other 189 \n", + " Other Asian 182 \n", + " British or Mixed British 168 \n", + " Indian or British Indian 154 \n", + " Irish 182 \n", + " Other Black 182 \n", + " Other White 154 \n", + " Other mixed 182 \n", " Pakistani or British Pakistani 154 \n", " Unknown 441 \n", - " White + Asian 168 \n", - " White + Black African 168 \n", - " White + Black Caribbean 154 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 581 \n", + " White + Asian 175 \n", + " White + Black African 175 \n", + " White + Black Caribbean 182 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 658 \n", " 2 602 \n", - " 3 574 \n", - " 4 560 \n", - " 5 Least deprived 588 \n", - " Unknown 161 \n", + " 3 609 \n", + " 4 609 \n", + " 5 Least deprived 567 \n", + " Unknown 126 \n", "\n", - " Vaccinated at 25 May (%) \\\n", + " Vaccinated at 03 Sep (%) \\\n", "Category Group \n", - "overall overall 49.8 \n", - "Sex F 50.1 \n", - " M 49.2 \n", - "Ethnicity (broad categories) Black 49.7 \n", - " Mixed 50.0 \n", + "overall overall 49.7 \n", + "Sex F 49.3 \n", + " M 50.1 \n", + "Ethnicity (broad categories) Black 48.1 \n", + " Mixed 50.7 \n", " Other 48.7 \n", - " South Asian 49.7 \n", - " Unknown 52.7 \n", - " White 48.6 \n", - "ethnicity 16 groups African 51.1 \n", - " Bangladeshi or British Bangladeshi 53.3 \n", - " Caribbean 53.1 \n", - " Chinese 50.0 \n", - " Other 50.0 \n", - " Other Asian 53.2 \n", + " South Asian 48.7 \n", + " Unknown 51.1 \n", + " White 51.3 \n", + "ethnicity 16 groups African 50.0 \n", + " Bangladeshi or British Bangladeshi 48.9 \n", + " Caribbean 47.9 \n", + " Chinese 52.2 \n", + " Other 51.9 \n", + " Other Asian 49.1 \n", " British or Mixed British 49.0 \n", - " Indian or British Indian 53.3 \n", - " Irish 50.0 \n", - " Other Black 48.9 \n", - " Other White 43.5 \n", - " Other mixed 43.8 \n", - " Pakistani or British Pakistani 48.9 \n", - " Unknown 48.5 \n", - " White + Asian 49.0 \n", - " White + Black African 54.5 \n", - " White + Black Caribbean 48.9 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 49.7 \n", + " Indian or British Indian 50.0 \n", + " Irish 52.0 \n", + " Other Black 50.0 \n", + " Other White 48.9 \n", + " Other mixed 51.0 \n", + " Pakistani or British Pakistani 47.8 \n", + " Unknown 47.0 \n", + " White + Asian 51.0 \n", + " White + Black African 47.2 \n", + " White + Black Caribbean 56.5 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 50.0 \n", " 2 50.3 \n", - " 3 47.7 \n", - " 4 48.8 \n", - " 5 Least deprived 52.5 \n", - " Unknown 51.1 \n", + " 3 51.2 \n", + " 4 52.1 \n", + " 5 Least deprived 46.0 \n", + " Unknown 46.2 \n", "\n", " Total eligible \\\n", "Category Group \n", - "overall overall 6153 \n", - "Sex F 3171 \n", - " M 2989 \n", - "Ethnicity (broad categories) Black 1043 \n", + "overall overall 6377 \n", + "Sex F 3220 \n", + " M 3157 \n", + "Ethnicity (broad categories) Black 1078 \n", " Mixed 1064 \n", - " Other 1078 \n", - " South Asian 1057 \n", - " Unknown 903 \n", - " White 1008 \n", - "ethnicity 16 groups African 329 \n", - " Bangladeshi or British Bangladeshi 315 \n", - " Caribbean 343 \n", - " Chinese 336 \n", - " Other 322 \n", - " Other Asian 329 \n", - " British or Mixed British 357 \n", - " Indian or British Indian 315 \n", + " Other 1092 \n", + " South Asian 1092 \n", + " Unknown 973 \n", + " White 1078 \n", + "ethnicity 16 groups African 322 \n", + " Bangladeshi or British Bangladeshi 329 \n", + " Caribbean 336 \n", + " Chinese 322 \n", + " Other 364 \n", + " Other Asian 371 \n", + " British or Mixed British 343 \n", + " Indian or British Indian 308 \n", " Irish 350 \n", - " Other Black 315 \n", - " Other White 322 \n", - " Other mixed 336 \n", - " Pakistani or British Pakistani 315 \n", - " Unknown 910 \n", + " Other Black 364 \n", + " Other White 315 \n", + " Other mixed 357 \n", + " Pakistani or British Pakistani 322 \n", + " Unknown 938 \n", " White + Asian 343 \n", - " White + Black African 308 \n", - " White + Black Caribbean 315 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 1169 \n", + " White + Black African 371 \n", + " White + Black Caribbean 322 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 1316 \n", " 2 1197 \n", - " 3 1204 \n", - " 4 1148 \n", - " 5 Least deprived 1120 \n", - " Unknown 315 \n", + " 3 1190 \n", + " 4 1169 \n", + " 5 Least deprived 1232 \n", + " Unknown 273 \n", "\n", " Previous week's vaccination coverage (%) \\\n", "Category Group \n", - "overall overall 47.6 \n", - "Sex F 48.1 \n", - " M 46.8 \n", - "Ethnicity (broad categories) Black 47.0 \n", - " Mixed 47.4 \n", - " Other 46.1 \n", - " South Asian 47.7 \n", - " Unknown 50.4 \n", - " White 46.5 \n", - "ethnicity 16 groups African 48.9 \n", - " Bangladeshi or British Bangladeshi 51.1 \n", - " Caribbean 49.0 \n", - " Chinese 47.9 \n", - " Other 47.8 \n", - " Other Asian 51.1 \n", - " British or Mixed British 45.1 \n", - " Indian or British Indian 51.1 \n", - " Irish 48.0 \n", - " Other Black 46.7 \n", - " Other White 41.3 \n", - " Other mixed 41.7 \n", - " Pakistani or British Pakistani 46.7 \n", - " Unknown 46.9 \n", - " White + Asian 46.9 \n", - " White + Black African 52.3 \n", - " White + Black Caribbean 46.7 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 47.3 \n", - " 2 48.0 \n", - " 3 45.9 \n", - " 4 45.7 \n", - " 5 Least deprived 50.6 \n", - " Unknown 48.9 \n", + "overall overall 48.3 \n", + "Sex F 47.8 \n", + " M 48.8 \n", + "Ethnicity (broad categories) Black 46.8 \n", + " Mixed 48.7 \n", + " Other 47.4 \n", + " South Asian 48.1 \n", + " Unknown 49.6 \n", + " White 50.0 \n", + "ethnicity 16 groups African 47.8 \n", + " Bangladeshi or British Bangladeshi 46.8 \n", + " Caribbean 45.8 \n", + " Chinese 50.0 \n", + " Other 51.9 \n", + " Other Asian 49.1 \n", + " British or Mixed British 49.0 \n", + " Indian or British Indian 50.0 \n", + " Irish 50.0 \n", + " Other Black 48.1 \n", + " Other White 46.7 \n", + " Other mixed 49.0 \n", + " Pakistani or British Pakistani 47.8 \n", + " Unknown 46.3 \n", + " White + Asian 49.0 \n", + " White + Black African 47.2 \n", + " White + Black Caribbean 54.3 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 48.4 \n", + " 2 48.5 \n", + " 3 49.4 \n", + " 4 50.3 \n", + " 5 Least deprived 44.9 \n", + " Unknown 46.2 \n", "\n", " Vaccinated over last 7d (%) \n", "Category Group \n", - "overall overall 2.2 \n", - "Sex F 2.0 \n", - " M 2.4 \n", - "Ethnicity (broad categories) Black 2.7 \n", - " Mixed 2.6 \n", - " Other 2.6 \n", - " South Asian 2.0 \n", - " Unknown 2.3 \n", - " White 2.1 \n", + "overall overall 1.4 \n", + "Sex F 1.5 \n", + " M 1.3 \n", + "Ethnicity (broad categories) Black 1.3 \n", + " Mixed 2.0 \n", + " Other 1.3 \n", + " South Asian 0.6 \n", + " Unknown 1.5 \n", + " White 1.3 \n", "ethnicity 16 groups African 2.2 \n", - " Bangladeshi or British Bangladeshi 2.2 \n", - " Caribbean 4.1 \n", - " Chinese 2.1 \n", - " Other 2.2 \n", - " Other Asian 2.1 \n", - " British or Mixed British 3.9 \n", - " Indian or British Indian 2.2 \n", + " Bangladeshi or British Bangladeshi 2.1 \n", + " Caribbean 2.1 \n", + " Chinese 2.2 \n", + " Other 0.0 \n", + " Other Asian 0.0 \n", + " British or Mixed British 0.0 \n", + " Indian or British Indian 0.0 \n", " Irish 2.0 \n", - " Other Black 2.2 \n", + " Other Black 1.9 \n", " Other White 2.2 \n", - " Other mixed 2.1 \n", - " Pakistani or British Pakistani 2.2 \n", - " Unknown 1.6 \n", - " White + Asian 2.1 \n", - " White + Black African 2.2 \n", + " Other mixed 2.0 \n", + " Pakistani or British Pakistani 0.0 \n", + " Unknown 0.7 \n", + " White + Asian 2.0 \n", + " White + Black African 0.0 \n", " White + Black Caribbean 2.2 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 2.4 \n", - " 2 2.3 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 1.6 \n", + " 2 1.8 \n", " 3 1.8 \n", - " 4 3.1 \n", - " 5 Least deprived 1.9 \n", - " Unknown 2.2 " + " 4 1.8 \n", + " 5 Least deprived 1.1 \n", + " Unknown 0.0 " ] }, "metadata": {}, @@ -9275,7 +9845,7 @@ "data": { "text/markdown": [ "## \n", - " ## Cumulative vaccination figures among 30-39 population \n", + " ## Cumulative vaccination figures among 18-29 population \n", " Please refer to footnotes below table for information." ], "text/plain": [ @@ -9307,8 +9877,8 @@ " \n", " \n", " \n", - " Vaccinated at 25 May (n)\n", - " Vaccinated at 25 May (%)\n", + " Vaccinated at 03 Sep (n)\n", + " Vaccinated at 03 Sep (%)\n", " Total eligible\n", " Previous week's vaccination coverage (%)\n", " Vaccinated over last 7d (%)\n", @@ -9327,443 +9897,443 @@ " \n", " overall\n", " overall\n", - " 3236\n", - " 50.1\n", - " 6461\n", - " 48.0\n", - " 2.1\n", + " 3753\n", + " 50.3\n", + " 7455\n", + " 49.1\n", + " 1.2\n", " \n", " \n", " Sex\n", " F\n", - " 1596\n", - " 48.7\n", - " 3276\n", - " 46.6\n", - " 2.1\n", + " 1911\n", + " 50.4\n", + " 3794\n", + " 48.9\n", + " 1.5\n", " \n", " \n", " M\n", - " 1638\n", - " 51.4\n", - " 3185\n", - " 49.5\n", - " 1.9\n", + " 1848\n", + " 50.5\n", + " 3661\n", + " 49.1\n", + " 1.4\n", " \n", " \n", " Ethnicity (broad categories)\n", " Black\n", - " 546\n", - " 51.3\n", - " 1064\n", - " 48.7\n", - " 2.6\n", + " 602\n", + " 48.9\n", + " 1232\n", + " 47.2\n", + " 1.7\n", " \n", " \n", " Mixed\n", - " 560\n", - " 49.4\n", - " 1134\n", - " 47.5\n", - " 1.9\n", + " 693\n", + " 53.8\n", + " 1288\n", + " 52.7\n", + " 1.1\n", " \n", " \n", " Other\n", - " 539\n", - " 49.4\n", - " 1092\n", - " 47.4\n", - " 2.0\n", + " 644\n", + " 50.8\n", + " 1267\n", + " 49.7\n", + " 1.1\n", " \n", " \n", " South Asian\n", - " 532\n", - " 49.4\n", - " 1078\n", - " 46.1\n", - " 3.3\n", + " 616\n", + " 49.2\n", + " 1253\n", + " 48.0\n", + " 1.2\n", " \n", " \n", " Unknown\n", - " 476\n", - " 49.6\n", - " 959\n", - " 47.4\n", - " 2.2\n", + " 546\n", + " 48.4\n", + " 1127\n", + " 47.2\n", + " 1.2\n", " \n", " \n", " White\n", - " 581\n", - " 50.9\n", - " 1141\n", - " 49.7\n", - " 1.2\n", + " 651\n", + " 50.5\n", + " 1288\n", + " 49.5\n", + " 1.0\n", " \n", " \n", " ethnicity 16 groups\n", " African\n", - " 175\n", - " 49.0\n", - " 357\n", - " 47.1\n", - " 1.9\n", + " 210\n", + " 49.2\n", + " 427\n", + " 49.2\n", + " 0.0\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", - " 154\n", - " 45.8\n", - " 336\n", - " 45.8\n", - " 0.0\n", + " 210\n", + " 48.4\n", + " 434\n", + " 46.8\n", + " 1.6\n", " \n", " \n", " Caribbean\n", - " 189\n", - " 52.9\n", - " 357\n", - " 51.0\n", - " 1.9\n", + " 175\n", + " 47.2\n", + " 371\n", + " 47.2\n", + " 0.0\n", " \n", " \n", " Chinese\n", " 196\n", - " 52.8\n", - " 371\n", - " 50.9\n", - " 1.9\n", - " \n", - " \n", - " Other\n", - " 182\n", - " 54.2\n", - " 336\n", - " 52.1\n", - " 2.1\n", + " 47.5\n", + " 413\n", + " 45.8\n", + " 1.7\n", + " \n", + " \n", + " Other\n", + " 203\n", + " 50.0\n", + " 406\n", + " 50.0\n", + " 0.0\n", " \n", " \n", " Other Asian\n", - " 161\n", - " 48.9\n", - " 329\n", - " 48.9\n", + " 196\n", + " 52.8\n", + " 371\n", + " 52.8\n", " 0.0\n", " \n", " \n", " British or Mixed British\n", - " 189\n", - " 54.0\n", - " 350\n", - " 52.0\n", - " 2.0\n", + " 196\n", + " 49.1\n", + " 399\n", + " 47.4\n", + " 1.7\n", " \n", " \n", " Indian or British Indian\n", - " 175\n", - " 52.1\n", - " 336\n", - " 50.0\n", - " 2.1\n", + " 210\n", + " 55.6\n", + " 378\n", + " 53.7\n", + " 1.9\n", " \n", " \n", " Irish\n", - " 168\n", - " 49.0\n", - " 343\n", - " 46.9\n", - " 2.1\n", + " 189\n", + " 43.5\n", + " 434\n", + " 43.5\n", + " 0.0\n", " \n", " \n", " Other Black\n", - " 147\n", - " 47.7\n", - " 308\n", - " 43.2\n", - " 4.5\n", + " 210\n", + " 51.7\n", + " 406\n", + " 50.0\n", + " 1.7\n", " \n", " \n", " Other White\n", - " 161\n", - " 50.0\n", - " 322\n", - " 47.8\n", - " 2.2\n", + " 182\n", + " 48.1\n", + " 378\n", + " 48.1\n", + " 0.0\n", " \n", " \n", " Other mixed\n", - " 175\n", - " 48.1\n", - " 364\n", - " 46.2\n", - " 1.9\n", + " 182\n", + " 51.0\n", + " 357\n", + " 49.0\n", + " 2.0\n", " \n", " \n", " Pakistani or British Pakistani\n", - " 175\n", - " 49.0\n", - " 357\n", - " 47.1\n", - " 1.9\n", + " 210\n", + " 52.6\n", + " 399\n", + " 50.9\n", + " 1.7\n", " \n", " \n", " Unknown\n", - " 483\n", - " 50.0\n", - " 966\n", - " 47.1\n", - " 2.9\n", + " 595\n", + " 52.8\n", + " 1127\n", + " 51.6\n", + " 1.2\n", " \n", " \n", " White + Asian\n", - " 182\n", - " 51.0\n", - " 357\n", - " 49.0\n", - " 2.0\n", + " 203\n", + " 51.8\n", + " 392\n", + " 51.8\n", + " 0.0\n", " \n", " \n", " White + Black African\n", - " 161\n", - " 46.0\n", - " 350\n", - " 44.0\n", - " 2.0\n", + " 210\n", + " 50.0\n", + " 420\n", + " 48.3\n", + " 1.7\n", " \n", " \n", " White + Black Caribbean\n", - " 168\n", - " 51.1\n", - " 329\n", - " 48.9\n", - " 2.2\n", + " 175\n", + " 49.0\n", + " 357\n", + " 47.1\n", + " 1.9\n", " \n", " \n", " Index of Multiple Deprivation (quintiles)\n", " 1 Most deprived\n", - " 581\n", - " 48.3\n", - " 1204\n", - " 46.5\n", - " 1.8\n", + " 749\n", + " 51.2\n", + " 1463\n", + " 50.2\n", + " 1.0\n", " \n", " \n", " 2\n", - " 651\n", - " 50.8\n", - " 1281\n", - " 48.1\n", - " 2.7\n", + " 735\n", + " 49.8\n", + " 1477\n", + " 48.3\n", + " 1.5\n", " \n", " \n", " 3\n", - " 595\n", - " 49.4\n", - " 1204\n", - " 47.7\n", - " 1.7\n", + " 693\n", + " 50.3\n", + " 1379\n", + " 48.7\n", + " 1.6\n", " \n", " \n", " 4\n", - " 637\n", - " 52.0\n", - " 1225\n", - " 50.3\n", - " 1.7\n", + " 707\n", + " 51.5\n", + " 1372\n", + " 50.0\n", + " 1.5\n", " \n", " \n", " 5 Least deprived\n", - " 602\n", - " 50.0\n", - " 1204\n", - " 47.7\n", - " 2.3\n", + " 679\n", + " 49.2\n", + " 1379\n", + " 48.2\n", + " 1.0\n", " \n", " \n", " Unknown\n", - " 175\n", - " 51.0\n", - " 343\n", - " 46.9\n", - " 4.1\n", + " 189\n", + " 50.0\n", + " 378\n", + " 48.1\n", + " 1.9\n", " \n", " \n", "\n", "" ], "text/plain": [ - " Vaccinated at 25 May (n) \\\n", + " Vaccinated at 03 Sep (n) \\\n", "Category Group \n", - "overall overall 3236 \n", - "Sex F 1596 \n", - " M 1638 \n", - "Ethnicity (broad categories) Black 546 \n", - " Mixed 560 \n", - " Other 539 \n", - " South Asian 532 \n", - " Unknown 476 \n", - " White 581 \n", - "ethnicity 16 groups African 175 \n", - " Bangladeshi or British Bangladeshi 154 \n", - " Caribbean 189 \n", + "overall overall 3753 \n", + "Sex F 1911 \n", + " M 1848 \n", + "Ethnicity (broad categories) Black 602 \n", + " Mixed 693 \n", + " Other 644 \n", + " South Asian 616 \n", + " Unknown 546 \n", + " White 651 \n", + "ethnicity 16 groups African 210 \n", + " Bangladeshi or British Bangladeshi 210 \n", + " Caribbean 175 \n", " Chinese 196 \n", - " Other 182 \n", - " Other Asian 161 \n", - " British or Mixed British 189 \n", - " Indian or British Indian 175 \n", - " Irish 168 \n", - " Other Black 147 \n", - " Other White 161 \n", - " Other mixed 175 \n", - " Pakistani or British Pakistani 175 \n", - " Unknown 483 \n", - " White + Asian 182 \n", - " White + Black African 161 \n", - " White + Black Caribbean 168 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 581 \n", - " 2 651 \n", - " 3 595 \n", - " 4 637 \n", - " 5 Least deprived 602 \n", - " Unknown 175 \n", + " Other 203 \n", + " Other Asian 196 \n", + " British or Mixed British 196 \n", + " Indian or British Indian 210 \n", + " Irish 189 \n", + " Other Black 210 \n", + " Other White 182 \n", + " Other mixed 182 \n", + " Pakistani or British Pakistani 210 \n", + " Unknown 595 \n", + " White + Asian 203 \n", + " White + Black African 210 \n", + " White + Black Caribbean 175 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 749 \n", + " 2 735 \n", + " 3 693 \n", + " 4 707 \n", + " 5 Least deprived 679 \n", + " Unknown 189 \n", "\n", - " Vaccinated at 25 May (%) \\\n", + " Vaccinated at 03 Sep (%) \\\n", "Category Group \n", - "overall overall 50.1 \n", - "Sex F 48.7 \n", - " M 51.4 \n", - "Ethnicity (broad categories) Black 51.3 \n", - " Mixed 49.4 \n", - " Other 49.4 \n", - " South Asian 49.4 \n", - " Unknown 49.6 \n", - " White 50.9 \n", - "ethnicity 16 groups African 49.0 \n", - " Bangladeshi or British Bangladeshi 45.8 \n", - " Caribbean 52.9 \n", - " Chinese 52.8 \n", - " Other 54.2 \n", - " Other Asian 48.9 \n", - " British or Mixed British 54.0 \n", - " Indian or British Indian 52.1 \n", - " Irish 49.0 \n", - " Other Black 47.7 \n", - " Other White 50.0 \n", - " Other mixed 48.1 \n", - " Pakistani or British Pakistani 49.0 \n", + "overall overall 50.3 \n", + "Sex F 50.4 \n", + " M 50.5 \n", + "Ethnicity (broad categories) Black 48.9 \n", + " Mixed 53.8 \n", + " Other 50.8 \n", + " South Asian 49.2 \n", + " Unknown 48.4 \n", + " White 50.5 \n", + "ethnicity 16 groups African 49.2 \n", + " Bangladeshi or British Bangladeshi 48.4 \n", + " Caribbean 47.2 \n", + " Chinese 47.5 \n", + " Other 50.0 \n", + " Other Asian 52.8 \n", + " British or Mixed British 49.1 \n", + " Indian or British Indian 55.6 \n", + " Irish 43.5 \n", + " Other Black 51.7 \n", + " Other White 48.1 \n", + " Other mixed 51.0 \n", + " Pakistani or British Pakistani 52.6 \n", + " Unknown 52.8 \n", + " White + Asian 51.8 \n", + " White + Black African 50.0 \n", + " White + Black Caribbean 49.0 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 51.2 \n", + " 2 49.8 \n", + " 3 50.3 \n", + " 4 51.5 \n", + " 5 Least deprived 49.2 \n", " Unknown 50.0 \n", - " White + Asian 51.0 \n", - " White + Black African 46.0 \n", - " White + Black Caribbean 51.1 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 48.3 \n", - " 2 50.8 \n", - " 3 49.4 \n", - " 4 52.0 \n", - " 5 Least deprived 50.0 \n", - " Unknown 51.0 \n", "\n", " Total eligible \\\n", "Category Group \n", - "overall overall 6461 \n", - "Sex F 3276 \n", - " M 3185 \n", - "Ethnicity (broad categories) Black 1064 \n", - " Mixed 1134 \n", - " Other 1092 \n", - " South Asian 1078 \n", - " Unknown 959 \n", - " White 1141 \n", - "ethnicity 16 groups African 357 \n", - " Bangladeshi or British Bangladeshi 336 \n", - " Caribbean 357 \n", - " Chinese 371 \n", - " Other 336 \n", - " Other Asian 329 \n", - " British or Mixed British 350 \n", - " Indian or British Indian 336 \n", - " Irish 343 \n", - " Other Black 308 \n", - " Other White 322 \n", - " Other mixed 364 \n", - " Pakistani or British Pakistani 357 \n", - " Unknown 966 \n", - " White + Asian 357 \n", - " White + Black African 350 \n", - " White + Black Caribbean 329 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 1204 \n", - " 2 1281 \n", - " 3 1204 \n", - " 4 1225 \n", - " 5 Least deprived 1204 \n", - " Unknown 343 \n", + "overall overall 7455 \n", + "Sex F 3794 \n", + " M 3661 \n", + "Ethnicity (broad categories) Black 1232 \n", + " Mixed 1288 \n", + " Other 1267 \n", + " South Asian 1253 \n", + " Unknown 1127 \n", + " White 1288 \n", + "ethnicity 16 groups African 427 \n", + " Bangladeshi or British Bangladeshi 434 \n", + " Caribbean 371 \n", + " Chinese 413 \n", + " Other 406 \n", + " Other Asian 371 \n", + " British or Mixed British 399 \n", + " Indian or British Indian 378 \n", + " Irish 434 \n", + " Other Black 406 \n", + " Other White 378 \n", + " Other mixed 357 \n", + " Pakistani or British Pakistani 399 \n", + " Unknown 1127 \n", + " White + Asian 392 \n", + " White + Black African 420 \n", + " White + Black Caribbean 357 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 1463 \n", + " 2 1477 \n", + " 3 1379 \n", + " 4 1372 \n", + " 5 Least deprived 1379 \n", + " Unknown 378 \n", "\n", " Previous week's vaccination coverage (%) \\\n", "Category Group \n", - "overall overall 48.0 \n", - "Sex F 46.6 \n", - " M 49.5 \n", - "Ethnicity (broad categories) Black 48.7 \n", - " Mixed 47.5 \n", - " Other 47.4 \n", - " South Asian 46.1 \n", - " Unknown 47.4 \n", - " White 49.7 \n", - "ethnicity 16 groups African 47.1 \n", - " Bangladeshi or British Bangladeshi 45.8 \n", - " Caribbean 51.0 \n", - " Chinese 50.9 \n", - " Other 52.1 \n", - " Other Asian 48.9 \n", - " British or Mixed British 52.0 \n", - " Indian or British Indian 50.0 \n", - " Irish 46.9 \n", - " Other Black 43.2 \n", - " Other White 47.8 \n", - " Other mixed 46.2 \n", - " Pakistani or British Pakistani 47.1 \n", - " Unknown 47.1 \n", - " White + Asian 49.0 \n", - " White + Black African 44.0 \n", - " White + Black Caribbean 48.9 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 46.5 \n", - " 2 48.1 \n", - " 3 47.7 \n", - " 4 50.3 \n", - " 5 Least deprived 47.7 \n", - " Unknown 46.9 \n", + "overall overall 49.1 \n", + "Sex F 48.9 \n", + " M 49.1 \n", + "Ethnicity (broad categories) Black 47.2 \n", + " Mixed 52.7 \n", + " Other 49.7 \n", + " South Asian 48.0 \n", + " Unknown 47.2 \n", + " White 49.5 \n", + "ethnicity 16 groups African 49.2 \n", + " Bangladeshi or British Bangladeshi 46.8 \n", + " Caribbean 47.2 \n", + " Chinese 45.8 \n", + " Other 50.0 \n", + " Other Asian 52.8 \n", + " British or Mixed British 47.4 \n", + " Indian or British Indian 53.7 \n", + " Irish 43.5 \n", + " Other Black 50.0 \n", + " Other White 48.1 \n", + " Other mixed 49.0 \n", + " Pakistani or British Pakistani 50.9 \n", + " Unknown 51.6 \n", + " White + Asian 51.8 \n", + " White + Black African 48.3 \n", + " White + Black Caribbean 47.1 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 50.2 \n", + " 2 48.3 \n", + " 3 48.7 \n", + " 4 50.0 \n", + " 5 Least deprived 48.2 \n", + " Unknown 48.1 \n", "\n", " Vaccinated over last 7d (%) \n", "Category Group \n", - "overall overall 2.1 \n", - "Sex F 2.1 \n", - " M 1.9 \n", - "Ethnicity (broad categories) Black 2.6 \n", - " Mixed 1.9 \n", - " Other 2.0 \n", - " South Asian 3.3 \n", - " Unknown 2.2 \n", - " White 1.2 \n", - "ethnicity 16 groups African 1.9 \n", - " Bangladeshi or British Bangladeshi 0.0 \n", - " Caribbean 1.9 \n", - " Chinese 1.9 \n", - " Other 2.1 \n", + "overall overall 1.2 \n", + "Sex F 1.5 \n", + " M 1.4 \n", + "Ethnicity (broad categories) Black 1.7 \n", + " Mixed 1.1 \n", + " Other 1.1 \n", + " South Asian 1.2 \n", + " Unknown 1.2 \n", + " White 1.0 \n", + "ethnicity 16 groups African 0.0 \n", + " Bangladeshi or British Bangladeshi 1.6 \n", + " Caribbean 0.0 \n", + " Chinese 1.7 \n", + " Other 0.0 \n", " Other Asian 0.0 \n", - " British or Mixed British 2.0 \n", - " Indian or British Indian 2.1 \n", - " Irish 2.1 \n", - " Other Black 4.5 \n", - " Other White 2.2 \n", - " Other mixed 1.9 \n", - " Pakistani or British Pakistani 1.9 \n", - " Unknown 2.9 \n", - " White + Asian 2.0 \n", - " White + Black African 2.0 \n", - " White + Black Caribbean 2.2 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 1.8 \n", - " 2 2.7 \n", - " 3 1.7 \n", - " 4 1.7 \n", - " 5 Least deprived 2.3 \n", - " Unknown 4.1 " + " British or Mixed British 1.7 \n", + " Indian or British Indian 1.9 \n", + " Irish 0.0 \n", + " Other Black 1.7 \n", + " Other White 0.0 \n", + " Other mixed 2.0 \n", + " Pakistani or British Pakistani 1.7 \n", + " Unknown 1.2 \n", + " White + Asian 0.0 \n", + " White + Black African 1.7 \n", + " White + Black Caribbean 1.9 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 1.0 \n", + " 2 1.5 \n", + " 3 1.6 \n", + " 4 1.5 \n", + " 5 Least deprived 1.0 \n", + " Unknown 1.9 " ] }, "metadata": {}, @@ -9786,7 +10356,7 @@ "data": { "text/markdown": [ "## \n", - " ## Cumulative vaccination figures among 18-29 population \n", + " ## Cumulative vaccination figures among 16-17 population \n", " Please refer to footnotes below table for information." ], "text/plain": [ @@ -9818,8 +10388,8 @@ " \n", " \n", " \n", - " Vaccinated at 25 May (n)\n", - " Vaccinated at 25 May (%)\n", + " Vaccinated at 03 Sep (n)\n", + " Vaccinated at 03 Sep (%)\n", " Total eligible\n", " Previous week's vaccination coverage (%)\n", " Vaccinated over last 7d (%)\n", @@ -9838,443 +10408,443 @@ " \n", " overall\n", " overall\n", - " 8991\n", - " 50.2\n", - " 17906\n", - " 48.1\n", - " 2.1\n", + " 5178\n", + " 49.7\n", + " 10416\n", + " 48.6\n", + " 1.1\n", " \n", " \n", " Sex\n", " F\n", - " 4641\n", - " 50.7\n", - " 9156\n", - " 48.8\n", - " 1.9\n", + " 2639\n", + " 49.9\n", + " 5292\n", + " 48.9\n", + " 1.0\n", " \n", " \n", " M\n", - " 4354\n", - " 49.8\n", - " 8743\n", - " 47.5\n", - " 2.3\n", + " 2534\n", + " 49.4\n", + " 5131\n", + " 48.2\n", + " 1.2\n", " \n", " \n", " Ethnicity (broad categories)\n", " Black\n", - " 1589\n", - " 49.7\n", - " 3199\n", - " 47.7\n", - " 2.0\n", + " 910\n", + " 50.4\n", + " 1806\n", + " 49.2\n", + " 1.2\n", " \n", " \n", " Mixed\n", - " 1575\n", - " 51.1\n", - " 3080\n", - " 48.6\n", - " 2.5\n", + " 896\n", + " 50.0\n", + " 1792\n", + " 48.4\n", + " 1.6\n", " \n", " \n", " Other\n", - " 1484\n", - " 50.0\n", - " 2968\n", - " 48.1\n", - " 1.9\n", + " 861\n", + " 49.0\n", + " 1757\n", + " 47.8\n", + " 1.2\n", " \n", " \n", " South Asian\n", - " 1470\n", + " 882\n", " 48.8\n", - " 3010\n", - " 46.3\n", - " 2.5\n", + " 1806\n", + " 48.4\n", + " 0.4\n", " \n", " \n", - " Unknown\n", - " 1386\n", - " 51.4\n", - " 2695\n", - " 49.6\n", - " 1.8\n", + " Unknown\n", + " 749\n", + " 50.7\n", + " 1477\n", + " 49.8\n", + " 0.9\n", " \n", " \n", " White\n", - " 1491\n", - " 50.5\n", - " 2954\n", - " 48.6\n", - " 1.9\n", + " 882\n", + " 49.4\n", + " 1785\n", + " 47.8\n", + " 1.6\n", " \n", " \n", " ethnicity 16 groups\n", " African\n", - " 497\n", - " 50.4\n", - " 987\n", - " 47.5\n", - " 2.9\n", + " 287\n", + " 51.2\n", + " 560\n", + " 50.0\n", + " 1.2\n", " \n", " \n", " Bangladeshi or British Bangladeshi\n", - " 476\n", + " 280\n", + " 51.3\n", + " 546\n", " 50.0\n", - " 952\n", - " 48.5\n", - " 1.5\n", + " 1.3\n", " \n", " \n", " Caribbean\n", - " 490\n", - " 50.7\n", - " 966\n", - " 49.3\n", - " 1.4\n", + " 266\n", + " 48.7\n", + " 546\n", + " 47.4\n", + " 1.3\n", " \n", " \n", " Chinese\n", - " 441\n", - " 48.1\n", - " 917\n", - " 46.6\n", - " 1.5\n", + " 252\n", + " 48.0\n", + " 525\n", + " 46.7\n", + " 1.3\n", " \n", " \n", " Other\n", - " 462\n", - " 48.9\n", - " 945\n", - " 46.7\n", - " 2.2\n", + " 287\n", + " 50.0\n", + " 574\n", + " 48.8\n", + " 1.2\n", " \n", " \n", " Other Asian\n", - " 483\n", - " 52.7\n", - " 917\n", - " 51.1\n", - " 1.6\n", + " 252\n", + " 48.6\n", + " 518\n", + " 48.6\n", + " 0.0\n", " \n", " \n", " British or Mixed British\n", - " 441\n", - " 47.7\n", - " 924\n", - " 45.5\n", - " 2.2\n", + " 266\n", + " 46.3\n", + " 574\n", + " 45.1\n", + " 1.2\n", " \n", " \n", " Indian or British Indian\n", - " 511\n", - " 52.9\n", - " 966\n", - " 50.7\n", - " 2.2\n", + " 273\n", + " 47.6\n", + " 574\n", + " 46.3\n", + " 1.3\n", " \n", " \n", " Irish\n", - " 469\n", - " 48.6\n", - " 966\n", - " 47.1\n", - " 1.5\n", + " 280\n", + " 50.0\n", + " 560\n", + " 48.8\n", + " 1.2\n", " \n", " \n", " Other Black\n", - " 469\n", - " 48.9\n", - " 959\n", - " 46.0\n", - " 2.9\n", + " 287\n", + " 50.0\n", + " 574\n", + " 48.8\n", + " 1.2\n", " \n", " \n", " Other White\n", - " 476\n", - " 51.1\n", - " 931\n", - " 48.9\n", - " 2.2\n", + " 273\n", + " 50.6\n", + " 539\n", + " 50.6\n", + " 0.0\n", " \n", " \n", " Other mixed\n", - " 483\n", - " 48.6\n", - " 994\n", - " 46.5\n", - " 2.1\n", + " 280\n", + " 50.6\n", + " 553\n", + " 50.6\n", + " 0.0\n", " \n", " \n", " Pakistani or British Pakistani\n", - " 490\n", - " 51.1\n", - " 959\n", - " 50.4\n", - " 0.7\n", + " 259\n", + " 48.7\n", + " 532\n", + " 46.1\n", + " 2.6\n", " \n", " \n", " Unknown\n", - " 1358\n", - " 50.0\n", - " 2716\n", - " 47.9\n", - " 2.1\n", + " 798\n", + " 50.2\n", + " 1589\n", + " 49.3\n", + " 0.9\n", " \n", " \n", " White + Asian\n", - " 476\n", - " 48.2\n", - " 987\n", - " 46.1\n", - " 2.1\n", + " 259\n", + " 47.4\n", + " 546\n", + " 46.2\n", + " 1.2\n", " \n", " \n", " White + Black African\n", - " 490\n", - " 54.7\n", - " 896\n", - " 53.1\n", - " 1.6\n", + " 308\n", + " 53.7\n", + " 574\n", + " 53.7\n", + " 0.0\n", " \n", " \n", " White + Black Caribbean\n", - " 469\n", - " 51.5\n", - " 910\n", - " 49.2\n", - " 2.3\n", + " 259\n", + " 48.7\n", + " 532\n", + " 47.4\n", + " 1.3\n", " \n", " \n", " Index of Multiple Deprivation (quintiles)\n", " 1 Most deprived\n", - " 1694\n", - " 49.6\n", - " 3416\n", - " 47.5\n", - " 2.1\n", + " 945\n", + " 48.7\n", + " 1939\n", + " 47.7\n", + " 1.0\n", " \n", " \n", " 2\n", - " 1680\n", - " 49.7\n", - " 3381\n", - " 47.4\n", - " 2.3\n", + " 945\n", + " 48.6\n", + " 1946\n", + " 47.5\n", + " 1.1\n", " \n", " \n", " 3\n", - " 1750\n", - " 51.5\n", - " 3395\n", - " 49.3\n", - " 2.2\n", + " 1001\n", + " 50.4\n", + " 1988\n", + " 48.9\n", + " 1.5\n", " \n", " \n", " 4\n", - " 1736\n", - " 51.5\n", - " 3374\n", - " 49.6\n", - " 1.9\n", + " 1022\n", + " 51.0\n", + " 2002\n", + " 50.0\n", + " 1.0\n", " \n", " \n", " 5 Least deprived\n", - " 1708\n", - " 49.5\n", - " 3451\n", - " 47.5\n", - " 2.0\n", + " 1015\n", + " 49.7\n", + " 2044\n", + " 48.6\n", + " 1.1\n", " \n", " \n", " Unknown\n", - " 427\n", - " 48.0\n", - " 889\n", - " 46.5\n", - " 1.5\n", + " 252\n", + " 50.7\n", + " 497\n", + " 47.9\n", + " 2.8\n", " \n", " \n", "\n", "" ], "text/plain": [ - " Vaccinated at 25 May (n) \\\n", + " Vaccinated at 03 Sep (n) \\\n", "Category Group \n", - "overall overall 8991 \n", - "Sex F 4641 \n", - " M 4354 \n", - "Ethnicity (broad categories) Black 1589 \n", - " Mixed 1575 \n", - " Other 1484 \n", - " South Asian 1470 \n", - " Unknown 1386 \n", - " White 1491 \n", - "ethnicity 16 groups African 497 \n", - " Bangladeshi or British Bangladeshi 476 \n", - " Caribbean 490 \n", - " Chinese 441 \n", - " Other 462 \n", - " Other Asian 483 \n", - " British or Mixed British 441 \n", - " Indian or British Indian 511 \n", - " Irish 469 \n", - " Other Black 469 \n", - " Other White 476 \n", - " Other mixed 483 \n", - " Pakistani or British Pakistani 490 \n", - " Unknown 1358 \n", - " White + Asian 476 \n", - " White + Black African 490 \n", - " White + Black Caribbean 469 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 1694 \n", - " 2 1680 \n", - " 3 1750 \n", - " 4 1736 \n", - " 5 Least deprived 1708 \n", - " Unknown 427 \n", + "overall overall 5178 \n", + "Sex F 2639 \n", + " M 2534 \n", + "Ethnicity (broad categories) Black 910 \n", + " Mixed 896 \n", + " Other 861 \n", + " South Asian 882 \n", + " Unknown 749 \n", + " White 882 \n", + "ethnicity 16 groups African 287 \n", + " Bangladeshi or British Bangladeshi 280 \n", + " Caribbean 266 \n", + " Chinese 252 \n", + " Other 287 \n", + " Other Asian 252 \n", + " British or Mixed British 266 \n", + " Indian or British Indian 273 \n", + " Irish 280 \n", + " Other Black 287 \n", + " Other White 273 \n", + " Other mixed 280 \n", + " Pakistani or British Pakistani 259 \n", + " Unknown 798 \n", + " White + Asian 259 \n", + " White + Black African 308 \n", + " White + Black Caribbean 259 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 945 \n", + " 2 945 \n", + " 3 1001 \n", + " 4 1022 \n", + " 5 Least deprived 1015 \n", + " Unknown 252 \n", "\n", - " Vaccinated at 25 May (%) \\\n", + " Vaccinated at 03 Sep (%) \\\n", "Category Group \n", - "overall overall 50.2 \n", - "Sex F 50.7 \n", - " M 49.8 \n", - "Ethnicity (broad categories) Black 49.7 \n", - " Mixed 51.1 \n", - " Other 50.0 \n", + "overall overall 49.7 \n", + "Sex F 49.9 \n", + " M 49.4 \n", + "Ethnicity (broad categories) Black 50.4 \n", + " Mixed 50.0 \n", + " Other 49.0 \n", " South Asian 48.8 \n", - " Unknown 51.4 \n", - " White 50.5 \n", - "ethnicity 16 groups African 50.4 \n", - " Bangladeshi or British Bangladeshi 50.0 \n", - " Caribbean 50.7 \n", - " Chinese 48.1 \n", - " Other 48.9 \n", - " Other Asian 52.7 \n", - " British or Mixed British 47.7 \n", - " Indian or British Indian 52.9 \n", - " Irish 48.6 \n", - " Other Black 48.9 \n", - " Other White 51.1 \n", - " Other mixed 48.6 \n", - " Pakistani or British Pakistani 51.1 \n", - " Unknown 50.0 \n", - " White + Asian 48.2 \n", - " White + Black African 54.7 \n", - " White + Black Caribbean 51.5 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 49.6 \n", - " 2 49.7 \n", - " 3 51.5 \n", - " 4 51.5 \n", - " 5 Least deprived 49.5 \n", - " Unknown 48.0 \n", + " Unknown 50.7 \n", + " White 49.4 \n", + "ethnicity 16 groups African 51.2 \n", + " Bangladeshi or British Bangladeshi 51.3 \n", + " Caribbean 48.7 \n", + " Chinese 48.0 \n", + " Other 50.0 \n", + " Other Asian 48.6 \n", + " British or Mixed British 46.3 \n", + " Indian or British Indian 47.6 \n", + " Irish 50.0 \n", + " Other Black 50.0 \n", + " Other White 50.6 \n", + " Other mixed 50.6 \n", + " Pakistani or British Pakistani 48.7 \n", + " Unknown 50.2 \n", + " White + Asian 47.4 \n", + " White + Black African 53.7 \n", + " White + Black Caribbean 48.7 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 48.7 \n", + " 2 48.6 \n", + " 3 50.4 \n", + " 4 51.0 \n", + " 5 Least deprived 49.7 \n", + " Unknown 50.7 \n", "\n", " Total eligible \\\n", "Category Group \n", - "overall overall 17906 \n", - "Sex F 9156 \n", - " M 8743 \n", - "Ethnicity (broad categories) Black 3199 \n", - " Mixed 3080 \n", - " Other 2968 \n", - " South Asian 3010 \n", - " Unknown 2695 \n", - " White 2954 \n", - "ethnicity 16 groups African 987 \n", - " Bangladeshi or British Bangladeshi 952 \n", - " Caribbean 966 \n", - " Chinese 917 \n", - " Other 945 \n", - " Other Asian 917 \n", - " British or Mixed British 924 \n", - " Indian or British Indian 966 \n", - " Irish 966 \n", - " Other Black 959 \n", - " Other White 931 \n", - " Other mixed 994 \n", - " Pakistani or British Pakistani 959 \n", - " Unknown 2716 \n", - " White + Asian 987 \n", - " White + Black African 896 \n", - " White + Black Caribbean 910 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 3416 \n", - " 2 3381 \n", - " 3 3395 \n", - " 4 3374 \n", - " 5 Least deprived 3451 \n", - " Unknown 889 \n", + "overall overall 10416 \n", + "Sex F 5292 \n", + " M 5131 \n", + "Ethnicity (broad categories) Black 1806 \n", + " Mixed 1792 \n", + " Other 1757 \n", + " South Asian 1806 \n", + " Unknown 1477 \n", + " White 1785 \n", + "ethnicity 16 groups African 560 \n", + " Bangladeshi or British Bangladeshi 546 \n", + " Caribbean 546 \n", + " Chinese 525 \n", + " Other 574 \n", + " Other Asian 518 \n", + " British or Mixed British 574 \n", + " Indian or British Indian 574 \n", + " Irish 560 \n", + " Other Black 574 \n", + " Other White 539 \n", + " Other mixed 553 \n", + " Pakistani or British Pakistani 532 \n", + " Unknown 1589 \n", + " White + Asian 546 \n", + " White + Black African 574 \n", + " White + Black Caribbean 532 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 1939 \n", + " 2 1946 \n", + " 3 1988 \n", + " 4 2002 \n", + " 5 Least deprived 2044 \n", + " Unknown 497 \n", "\n", " Previous week's vaccination coverage (%) \\\n", "Category Group \n", - "overall overall 48.1 \n", - "Sex F 48.8 \n", - " M 47.5 \n", - "Ethnicity (broad categories) Black 47.7 \n", - " Mixed 48.6 \n", - " Other 48.1 \n", - " South Asian 46.3 \n", - " Unknown 49.6 \n", - " White 48.6 \n", - "ethnicity 16 groups African 47.5 \n", - " Bangladeshi or British Bangladeshi 48.5 \n", - " Caribbean 49.3 \n", - " Chinese 46.6 \n", - " Other 46.7 \n", - " Other Asian 51.1 \n", - " British or Mixed British 45.5 \n", - " Indian or British Indian 50.7 \n", - " Irish 47.1 \n", - " Other Black 46.0 \n", - " Other White 48.9 \n", - " Other mixed 46.5 \n", - " Pakistani or British Pakistani 50.4 \n", + "overall overall 48.6 \n", + "Sex F 48.9 \n", + " M 48.2 \n", + "Ethnicity (broad categories) Black 49.2 \n", + " Mixed 48.4 \n", + " Other 47.8 \n", + " South Asian 48.4 \n", + " Unknown 49.8 \n", + " White 47.8 \n", + "ethnicity 16 groups African 50.0 \n", + " Bangladeshi or British Bangladeshi 50.0 \n", + " Caribbean 47.4 \n", + " Chinese 46.7 \n", + " Other 48.8 \n", + " Other Asian 48.6 \n", + " British or Mixed British 45.1 \n", + " Indian or British Indian 46.3 \n", + " Irish 48.8 \n", + " Other Black 48.8 \n", + " Other White 50.6 \n", + " Other mixed 50.6 \n", + " Pakistani or British Pakistani 46.1 \n", + " Unknown 49.3 \n", + " White + Asian 46.2 \n", + " White + Black African 53.7 \n", + " White + Black Caribbean 47.4 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 47.7 \n", + " 2 47.5 \n", + " 3 48.9 \n", + " 4 50.0 \n", + " 5 Least deprived 48.6 \n", " Unknown 47.9 \n", - " White + Asian 46.1 \n", - " White + Black African 53.1 \n", - " White + Black Caribbean 49.2 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 47.5 \n", - " 2 47.4 \n", - " 3 49.3 \n", - " 4 49.6 \n", - " 5 Least deprived 47.5 \n", - " Unknown 46.5 \n", "\n", " Vaccinated over last 7d (%) \n", "Category Group \n", - "overall overall 2.1 \n", - "Sex F 1.9 \n", - " M 2.3 \n", - "Ethnicity (broad categories) Black 2.0 \n", - " Mixed 2.5 \n", - " Other 1.9 \n", - " South Asian 2.5 \n", - " Unknown 1.8 \n", - " White 1.9 \n", - "ethnicity 16 groups African 2.9 \n", - " Bangladeshi or British Bangladeshi 1.5 \n", - " Caribbean 1.4 \n", - " Chinese 1.5 \n", - " Other 2.2 \n", - " Other Asian 1.6 \n", - " British or Mixed British 2.2 \n", - " Indian or British Indian 2.2 \n", - " Irish 1.5 \n", - " Other Black 2.9 \n", - " Other White 2.2 \n", - " Other mixed 2.1 \n", - " Pakistani or British Pakistani 0.7 \n", - " Unknown 2.1 \n", - " White + Asian 2.1 \n", - " White + Black African 1.6 \n", - " White + Black Caribbean 2.3 \n", - "Index of Multiple Deprivation (quintiles) 1 Most deprived 2.1 \n", - " 2 2.3 \n", - " 3 2.2 \n", - " 4 1.9 \n", - " 5 Least deprived 2.0 \n", - " Unknown 1.5 " + "overall overall 1.1 \n", + "Sex F 1.0 \n", + " M 1.2 \n", + "Ethnicity (broad categories) Black 1.2 \n", + " Mixed 1.6 \n", + " Other 1.2 \n", + " South Asian 0.4 \n", + " Unknown 0.9 \n", + " White 1.6 \n", + "ethnicity 16 groups African 1.2 \n", + " Bangladeshi or British Bangladeshi 1.3 \n", + " Caribbean 1.3 \n", + " Chinese 1.3 \n", + " Other 1.2 \n", + " Other Asian 0.0 \n", + " British or Mixed British 1.2 \n", + " Indian or British Indian 1.3 \n", + " Irish 1.2 \n", + " Other Black 1.2 \n", + " Other White 0.0 \n", + " Other mixed 0.0 \n", + " Pakistani or British Pakistani 2.6 \n", + " Unknown 0.9 \n", + " White + Asian 1.2 \n", + " White + Black African 0.0 \n", + " White + Black Caribbean 1.3 \n", + "Index of Multiple Deprivation (quintiles) 1 Most deprived 1.0 \n", + " 2 1.1 \n", + " 3 1.5 \n", + " 4 1.0 \n", + " 5 Least deprived 1.1 \n", + " Unknown 2.8 " ] }, "metadata": {}, @@ -10368,64 +10938,69 @@ " \n", " \n", " 80+\n", - " 2114\n", - " 85.8\n", + " 2051\n", + " 84.6\n", " \n", " \n", " 70-79\n", - " 3486\n", - " 84.1\n", + " 3633\n", + " 85.0\n", " \n", " \n", " care home\n", - " 1351\n", - " 82.9\n", + " 1365\n", + " 85.1\n", " \n", " \n", " shielding (aged 16-69)\n", - " 434\n", - " 85.5\n", + " 427\n", + " 86.9\n", " \n", " \n", " 65-69\n", - " 2275\n", - " 85.5\n", + " 2177\n", + " 84.2\n", " \n", " \n", " LD (aged 16-64)\n", - " 791\n", - " 85.0\n", + " 812\n", + " 81.9\n", " \n", " \n", " 60-64\n", - " 2674\n", - " 84.0\n", + " 2702\n", + " 84.7\n", " \n", " \n", " 55-59\n", - " 3024\n", - " 84.7\n", + " 2982\n", + " 85.2\n", " \n", " \n", " 50-54\n", - " 3332\n", - " 85.3\n", + " 3437\n", + " 84.5\n", " \n", " \n", " 40-49\n", - " 6153\n", - " 85.3\n", + " 6160\n", + " 84.7\n", " \n", " \n", " 30-39\n", - " 6461\n", - " 85.2\n", + " 6377\n", + " 84.7\n", " \n", " \n", " 18-29\n", - " 17906\n", + " 7455\n", " 84.9\n", " \n", + " \n", + " 16-17\n", + " 10416\n", + " 85.8\n", + " \n", " \n", "\n", "" @@ -10433,18 +11008,19 @@ "text/plain": [ " total population (n) ethnicity coverage (%)\n", "group \n", - "80+ 2114 85.8\n", - "70-79 3486 84.1\n", - "care home 1351 82.9\n", - "shielding (aged 16-69) 434 85.5\n", - "65-69 2275 85.5\n", - "LD (aged 16-64) 791 85.0\n", - "60-64 2674 84.0\n", - "55-59 3024 84.7\n", - "50-54 3332 85.3\n", - "40-49 6153 85.3\n", - "30-39 6461 85.2\n", - "18-29 17906 84.9" + "80+ 2051 84.6\n", + "70-79 3633 85.0\n", + "care home 1365 85.1\n", + "shielding (aged 16-69) 427 86.9\n", + "65-69 2177 84.2\n", + "LD (aged 16-64) 812 81.9\n", + "60-64 2702 84.7\n", + "55-59 2982 85.2\n", + "50-54 3437 84.5\n", + "40-49 6160 84.7\n", + "30-39 6377 84.7\n", + "18-29 7455 84.9\n", + "16-17 10416 85.8" ] }, "execution_count": 13, From c63b5225252a7aa3f7c4e874b74a48e363d2b772 Mon Sep 17 00:00:00 2001 From: HelenCEBM Date: Tue, 7 Sep 2021 13:23:43 +0100 Subject: [PATCH 6/6] Updated reports and csvs --- ...ty group among each eligible group_tpp.csv | 537 +- ...y status among each eligible group_tpp.csv | 529 +- ...9 population by ethnicity 6 groups_tpp.csv | 530 +- ...18-29 population by imd categories_tpp.csv | 530 +- ...9 population by ethnicity 6 groups_tpp.csv | 533 +- ...30-39 population by imd categories_tpp.csv | 533 +- ...9 population by ethnicity 6 groups_tpp.csv | 533 +- ...40-49 population by imd categories_tpp.csv | 533 +- ...4 population by ethnicity 6 groups_tpp.csv | 529 +- ...50-54 population by imd categories_tpp.csv | 529 +- ...ulation by psychosis schiz bipolar_tpp.csv | 529 +- ...9 population by ethnicity 6 groups_tpp.csv | 533 +- ...55-59 population by imd categories_tpp.csv | 533 +- ...ulation by psychosis schiz bipolar_tpp.csv | 533 +- ...4 population by ethnicity 6 groups_tpp.csv | 531 +- ...60-64 population by imd categories_tpp.csv | 531 +- ...ulation by psychosis schiz bipolar_tpp.csv | 531 +- ...rcent among 65-69 population by LD_tpp.csv | 528 +- ...9 population by ethnicity 6 groups_tpp.csv | 528 +- ...65-69 population by imd categories_tpp.csv | 528 +- ...ulation by psychosis schiz bipolar_tpp.csv | 528 +- ...rcent among 70-79 population by LD_tpp.csv | 532 +- ...9 population by ethnicity 6 groups_tpp.csv | 532 +- ...70-79 population by imd categories_tpp.csv | 532 +- ...ulation by psychosis schiz bipolar_tpp.csv | 532 +- ...percent among 80+ population by LD_tpp.csv | 525 +- ...+ population by ethnicity 6 groups_tpp.csv | 525 +- ...g 80+ population by imd categories_tpp.csv | 525 +- ...ulation by psychosis schiz bipolar_tpp.csv | 525 +- ...ding (aged 16-69) population by LD_tpp.csv | 527 +- ...) population by ethnicity 6 groups_tpp.csv | 527 +- ...6-69) population by imd categories_tpp.csv | 527 +- ...ion figures among 18-29 population_tpp.csv | 74 +- ...ion figures among 30-39 population_tpp.csv | 74 +- ...ion figures among 40-49 population_tpp.csv | 74 +- ...ion figures among 50-54 population_tpp.csv | 98 +- ...ion figures among 55-59 population_tpp.csv | 98 +- ...ion figures among 60-64 population_tpp.csv | 118 +- ...ion figures among 65-69 population_tpp.csv | 122 +- ...ion figures among 70-79 population_tpp.csv | 126 +- ...ation figures among 80+ population_tpp.csv | 124 +- ...s among LD (aged 16-64) population_tpp.csv | 43 +- ...figures among care home population_tpp.csv | 40 +- ... shielding (aged 16-69) population_tpp.csv | 58 +- ...ion figures among 16-17 population_tpp.csv | 16 + ...ion figures among 18-29 population_tpp.csv | 66 +- ...ion figures among 30-39 population_tpp.csv | 66 +- ...ion figures among 40-49 population_tpp.csv | 66 +- ...ion figures among 50-54 population_tpp.csv | 90 +- ...ion figures among 55-59 population_tpp.csv | 90 +- ...ion figures among 60-64 population_tpp.csv | 104 +- ...ion figures among 65-69 population_tpp.csv | 112 +- ...ion figures among 70-79 population_tpp.csv | 114 +- ...ation figures among 80+ population_tpp.csv | 118 +- ...s among LD (aged 16-64) population_tpp.csv | 33 +- ...figures among care home population_tpp.csv | 34 +- ... shielding (aged 16-69) population_tpp.csv | 50 +- ...nsafely_vaccine_report_overall_simple.html | 3752 +++++++------- released-outputs/second_doses.html | 4528 +++++++++-------- 59 files changed, 13953 insertions(+), 13293 deletions(-) create mode 100644 released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 16-17 population_tpp.csv diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination figures by priority group among each eligible group_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination figures by priority group among each eligible group_tpp.csv index f67520c..ae1cee1 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination figures by priority group among each eligible group_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination figures by priority group among each eligible group_tpp.csv @@ -1,262 +1,275 @@ -covid_vacc_date,total,40-49,30-39,18-29,70-79,50-54,55-59,60-64,80+,65-69,shielding (aged 16-69),care home,LD (aged 16-64) -2020 01 Dec,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -2020 02 Dec,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -2020 03 Dec,7.0,0.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -2020 04 Dec,35.0,7.0,7.0,7.0,7.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -2020 06 Dec,42.0,7.0,7.0,7.0,7.0,7.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0 -2020 07 Dec,49.0,14.0,7.0,7.0,7.0,7.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0 -2020 08 Dec,2289.0,364.0,245.0,147.0,42.0,259.0,273.0,161.0,525.0,63.0,210.0,0.0,0.0 -2020 09 Dec,6790.0,938.0,707.0,448.0,112.0,686.0,728.0,539.0,1960.0,182.0,469.0,21.0,0.0 -2020 10 Dec,11711.0,1533.0,1204.0,777.0,182.0,1050.0,1113.0,889.0,3836.0,294.0,784.0,42.0,7.0 -2020 11 Dec,16660.0,2170.0,1729.0,1113.0,252.0,1477.0,1512.0,1225.0,5607.0,420.0,1092.0,56.0,7.0 -2020 12 Dec,21189.0,2905.0,2310.0,1456.0,315.0,1897.0,1932.0,1498.0,6881.0,518.0,1407.0,63.0,7.0 -2020 13 Dec,24710.0,3416.0,2716.0,1750.0,350.0,2219.0,2233.0,1736.0,8022.0,602.0,1582.0,70.0,14.0 -2020 14 Dec,29834.0,4074.0,3318.0,2093.0,434.0,2618.0,2688.0,2037.0,9919.0,714.0,1841.0,84.0,14.0 -2020 15 Dec,56070.0,5229.0,4186.0,2632.0,644.0,3283.0,3409.0,2534.0,30709.0,931.0,2296.0,203.0,14.0 -2020 16 Dec,97279.0,6559.0,5215.0,3374.0,917.0,4193.0,4368.0,3171.0,65142.0,1162.0,2723.0,434.0,21.0 -2020 17 Dec,136437.0,8190.0,6440.0,4186.0,1547.0,5257.0,5530.0,4032.0,95837.0,1463.0,3262.0,665.0,28.0 -2020 18 Dec,164584.0,9814.0,7637.0,4942.0,2114.0,6321.0,6608.0,4823.0,115801.0,1792.0,3822.0,868.0,42.0 -2020 19 Dec,195853.0,11151.0,8659.0,5614.0,2779.0,7140.0,7504.0,5544.0,140070.0,2100.0,4249.0,994.0,49.0 -2020 20 Dec,226289.0,13034.0,10010.0,6447.0,3339.0,8274.0,8799.0,6468.0,161511.0,2450.0,4753.0,1141.0,63.0 -2020 21 Dec,250334.0,15365.0,11697.0,7518.0,3997.0,9821.0,10458.0,7595.0,174223.0,2863.0,5467.0,1260.0,70.0 -2020 22 Dec,284592.0,17388.0,13335.0,8526.0,4606.0,11207.0,11851.0,8582.0,198128.0,3269.0,6195.0,1428.0,77.0 -2020 23 Dec,315000.0,20111.0,15365.0,9975.0,5334.0,12859.0,13622.0,9884.0,215180.0,3773.0,7063.0,1743.0,91.0 -2020 24 Dec,325542.0,21455.0,16464.0,10640.0,5656.0,13685.0,14441.0,10528.0,218904.0,4018.0,7476.0,2177.0,98.0 -2020 25 Dec,325605.0,21462.0,16485.0,10654.0,5656.0,13692.0,14448.0,10528.0,218904.0,4025.0,7476.0,2177.0,98.0 -2020 26 Dec,325941.0,21532.0,16555.0,10717.0,5663.0,13727.0,14483.0,10549.0,218911.0,4032.0,7497.0,2177.0,98.0 -2020 27 Dec,328013.0,21980.0,16933.0,10934.0,5691.0,13951.0,14749.0,10724.0,219093.0,4095.0,7588.0,2177.0,98.0 -2020 28 Dec,331723.0,22687.0,17591.0,11333.0,5782.0,14364.0,15099.0,11053.0,219555.0,4207.0,7770.0,2184.0,98.0 -2020 29 Dec,348901.0,24563.0,19201.0,12341.0,6216.0,15498.0,16184.0,11837.0,227283.0,4536.0,8260.0,2877.0,105.0 -2020 30 Dec,393225.0,28833.0,22638.0,14595.0,8267.0,18109.0,18879.0,13825.0,246596.0,5341.0,9667.0,6286.0,189.0 -2020 31 Dec,430633.0,33019.0,25935.0,16870.0,10409.0,20671.0,21518.0,15659.0,260428.0,6160.0,10976.0,8715.0,273.0 -2021 01 Jan,439138.0,34097.0,26915.0,17472.0,10969.0,21378.0,22141.0,16149.0,262969.0,6342.0,11291.0,9114.0,301.0 -2021 02 Jan,448343.0,35483.0,28154.0,18263.0,11711.0,22169.0,22883.0,16653.0,265279.0,6524.0,11613.0,9296.0,315.0 -2021 03 Jan,455028.0,36687.0,29190.0,18984.0,11858.0,22799.0,23464.0,17080.0,266763.0,6657.0,11837.0,9387.0,322.0 -2021 04 Jan,465759.0,38752.0,30940.0,20286.0,12068.0,23982.0,24598.0,17885.0,268135.0,6944.0,12334.0,9506.0,329.0 -2021 05 Jan,486514.0,42504.0,34181.0,22491.0,12530.0,26362.0,26866.0,19446.0,271187.0,7476.0,13258.0,9849.0,364.0 -2021 06 Jan,520583.0,47558.0,38647.0,25529.0,15183.0,29442.0,29939.0,21756.0,278607.0,8323.0,14476.0,10710.0,413.0 -2021 07 Jan,601153.0,54936.0,44842.0,29876.0,24738.0,33992.0,34692.0,25284.0,312634.0,9716.0,16387.0,13566.0,490.0 -2021 08 Jan,695142.0,62762.0,51436.0,34748.0,37366.0,38955.0,39711.0,28910.0,353248.0,11291.0,18648.0,17437.0,630.0 -2021 09 Jan,777679.0,69720.0,57358.0,39025.0,47915.0,43281.0,44219.0,32067.0,389830.0,12740.0,20790.0,20041.0,693.0 -2021 10 Jan,819588.0,74151.0,61362.0,41972.0,52409.0,45976.0,46823.0,33768.0,406420.0,13447.0,21798.0,20741.0,721.0 -2021 11 Jan,863100.0,80493.0,67032.0,46389.0,55951.0,49910.0,50659.0,36309.0,414498.0,14322.0,23583.0,23156.0,798.0 -2021 12 Jan,935662.0,88529.0,73948.0,51779.0,63238.0,54922.0,55622.0,39480.0,438900.0,15547.0,25690.0,27041.0,966.0 -2021 13 Jan,1033886.0,97167.0,81564.0,57827.0,79373.0,60389.0,61040.0,43127.0,476560.0,17115.0,27923.0,30632.0,1169.0 -2021 14 Jan,1139740.0,106596.0,89740.0,64407.0,97902.0,66325.0,66997.0,47285.0,514878.0,18984.0,30548.0,34678.0,1400.0 -2021 15 Jan,1267588.0,117285.0,98819.0,71792.0,120057.0,73080.0,73626.0,52066.0,563402.0,21140.0,34202.0,40397.0,1722.0 -2021 16 Jan,1391467.0,126532.0,106904.0,78218.0,138187.0,78827.0,79394.0,56133.0,621082.0,22988.0,37142.0,44142.0,1918.0 -2021 17 Jan,1455573.0,133070.0,112735.0,82824.0,145782.0,82747.0,83251.0,58856.0,645729.0,24150.0,38878.0,45556.0,1995.0 -2021 18 Jan,1515773.0,140518.0,119455.0,88648.0,154014.0,87339.0,87675.0,61999.0,659316.0,25431.0,40908.0,48258.0,2212.0 -2021 19 Jan,1635851.0,149016.0,126931.0,94990.0,188965.0,92449.0,92764.0,65800.0,700091.0,27272.0,44184.0,50904.0,2485.0 -2021 20 Jan,1775326.0,158354.0,135247.0,102291.0,235109.0,97923.0,98469.0,69930.0,743694.0,29533.0,48622.0,53382.0,2772.0 -2021 21 Jan,1919701.0,167839.0,143717.0,109697.0,287791.0,103866.0,104286.0,74249.0,781487.0,32221.0,54481.0,56875.0,3192.0 -2021 22 Jan,2118893.0,178325.0,153062.0,118139.0,371441.0,110733.0,110915.0,79492.0,831131.0,36043.0,62783.0,62972.0,3857.0 -2021 23 Jan,2317203.0,186760.0,160867.0,125027.0,476833.0,116067.0,116277.0,83748.0,871927.0,39291.0,71428.0,64743.0,4235.0 -2021 24 Jan,2396107.0,191884.0,165641.0,129010.0,514080.0,119336.0,119553.0,86450.0,883547.0,41202.0,75621.0,65422.0,4361.0 -2021 25 Jan,2472806.0,198170.0,171164.0,133952.0,545622.0,123207.0,123431.0,89201.0,895062.0,43064.0,79443.0,65975.0,4515.0 -2021 26 Jan,2571338.0,205492.0,177534.0,139622.0,589708.0,127589.0,127750.0,92519.0,909076.0,45360.0,85218.0,66682.0,4788.0 -2021 27 Jan,2667700.0,212170.0,183449.0,145082.0,634830.0,131866.0,131859.0,95718.0,920395.0,48083.0,91833.0,67305.0,5110.0 -2021 28 Jan,2807021.0,219128.0,189623.0,150577.0,712502.0,136234.0,136129.0,99120.0,934815.0,51814.0,103642.0,67977.0,5460.0 -2021 29 Jan,2993900.0,226555.0,196343.0,156338.0,831768.0,140840.0,141001.0,103215.0,949732.0,56364.0,117173.0,68768.0,5803.0 -2021 30 Jan,3182690.0,232575.0,201761.0,160986.0,961051.0,144683.0,144977.0,106463.0,960442.0,60039.0,134526.0,69188.0,5999.0 -2021 31 Jan,3295950.0,237258.0,205835.0,164542.0,1035412.0,147504.0,147784.0,108892.0,964768.0,63840.0,144690.0,69342.0,6083.0 -2021 01 Feb,3398696.0,241724.0,209594.0,167804.0,1096739.0,150115.0,150472.0,111188.0,970116.0,69706.0,155274.0,69692.0,6272.0 -2021 02 Feb,3517598.0,246379.0,213661.0,171311.0,1168125.0,153146.0,153496.0,113946.0,975597.0,75992.0,169309.0,70105.0,6531.0 -2021 03 Feb,3668399.0,251405.0,218183.0,175203.0,1259972.0,156317.0,156919.0,117124.0,981225.0,84168.0,190302.0,70686.0,6895.0 -2021 04 Feb,3831394.0,257138.0,223027.0,179319.0,1355074.0,159992.0,160608.0,120736.0,986790.0,94458.0,215586.0,71281.0,7385.0 -2021 05 Feb,3989356.0,262724.0,227696.0,183281.0,1443799.0,163457.0,164346.0,124355.0,992138.0,105875.0,241885.0,71946.0,7854.0 -2021 06 Feb,4191054.0,267638.0,231784.0,186879.0,1559740.0,166782.0,167951.0,127960.0,995862.0,122150.0,283689.0,72282.0,8337.0 -2021 07 Feb,4292708.0,270578.0,234276.0,188937.0,1617525.0,168742.0,170100.0,130158.0,997591.0,131481.0,302428.0,72415.0,8477.0 -2021 08 Feb,4388783.0,273546.0,236859.0,191254.0,1665986.0,170688.0,172144.0,132181.0,1000622.0,143227.0,320719.0,72730.0,8827.0 -2021 09 Feb,4521181.0,277431.0,240051.0,194068.0,1725073.0,173194.0,174916.0,135289.0,1004185.0,170534.0,343931.0,73192.0,9317.0 -2021 10 Feb,4663337.0,281785.0,243649.0,197274.0,1770209.0,176057.0,178444.0,140329.0,1008448.0,215082.0,368137.0,73899.0,10024.0 -2021 11 Feb,4831967.0,287224.0,247947.0,200998.0,1812860.0,179858.0,183295.0,147945.0,1012354.0,279006.0,395031.0,74613.0,10836.0 -2021 12 Feb,5008115.0,294000.0,252994.0,205156.0,1848441.0,184898.0,189700.0,158760.0,1016092.0,352464.0,418488.0,75376.0,11746.0 -2021 13 Feb,5190325.0,301007.0,258496.0,210007.0,1879437.0,189889.0,195951.0,171038.0,1018465.0,437927.0,439754.0,75726.0,12628.0 -2021 14 Feb,5267710.0,305130.0,261653.0,212520.0,1888551.0,193032.0,200256.0,176631.0,1019361.0,475020.0,446866.0,75810.0,12880.0 -2021 15 Feb,5349407.0,309911.0,265293.0,215649.0,1896034.0,196399.0,204484.0,182623.0,1020719.0,515578.0,453215.0,76195.0,13307.0 -2021 16 Feb,5479292.0,318787.0,271075.0,220129.0,1902446.0,204211.0,215362.0,201754.0,1022000.0,569352.0,463246.0,76524.0,14406.0 -2021 17 Feb,5657162.0,332465.0,279958.0,226702.0,1908137.0,218064.0,235921.0,234066.0,1023386.0,628845.0,476385.0,76846.0,16387.0 -2021 18 Feb,5816699.0,346850.0,289072.0,233429.0,1912617.0,231462.0,255794.0,262948.0,1024646.0,675234.0,489027.0,77189.0,18431.0 -2021 19 Feb,5946283.0,359618.0,297472.0,239603.0,1915984.0,242333.0,271208.0,285278.0,1025752.0,711207.0,500136.0,77567.0,20125.0 -2021 20 Feb,6071422.0,372589.0,305900.0,246085.0,1918994.0,253743.0,286825.0,308238.0,1026403.0,742322.0,511049.0,77658.0,21616.0 -2021 21 Feb,6119589.0,378252.0,309708.0,248794.0,1919897.0,258132.0,292327.0,316267.0,1026627.0,754250.0,515564.0,77686.0,22085.0 -2021 22 Feb,6180286.0,384615.0,314202.0,252126.0,1921332.0,263522.0,298970.0,325234.0,1027117.0,770882.0,521647.0,77777.0,22862.0 -2021 23 Feb,6297627.0,398727.0,323071.0,258748.0,1923509.0,276206.0,315798.0,347123.0,1028041.0,789880.0,534058.0,77959.0,24507.0 -2021 24 Feb,6459159.0,417354.0,335293.0,267435.0,1926428.0,292754.0,337883.0,381752.0,1029021.0,815150.0,550760.0,78197.0,27132.0 -2021 25 Feb,6635559.0,437514.0,348894.0,277375.0,1929683.0,310492.0,361452.0,421925.0,1030120.0,838684.0,570703.0,78414.0,30303.0 -2021 26 Feb,6821073.0,458794.0,363468.0,287504.0,1932700.0,328664.0,386897.0,467432.0,1031149.0,861756.0,590723.0,78603.0,33383.0 -2021 27 Feb,6966778.0,476259.0,375914.0,296772.0,1934695.0,342937.0,406665.0,503552.0,1031681.0,877716.0,606102.0,78673.0,35812.0 -2021 28 Feb,7032683.0,483868.0,381493.0,300580.0,1935472.0,348404.0,413322.0,524286.0,1031842.0,886116.0,612080.0,78708.0,36512.0 -2021 01 Mar,7089236.0,490280.0,386323.0,303870.0,1936284.0,352632.0,418509.0,544971.0,1032192.0,891373.0,616735.0,78813.0,37254.0 -2021 02 Mar,7155148.0,497147.0,391419.0,307195.0,1937264.0,357973.0,425047.0,570850.0,1032710.0,896973.0,621558.0,78939.0,38073.0 -2021 03 Mar,7255353.0,510202.0,400232.0,313159.0,1938545.0,367297.0,436919.0,604604.0,1033375.0,903525.0,628845.0,79072.0,39578.0 -2021 04 Mar,7390124.0,525560.0,411712.0,320810.0,1940316.0,380723.0,452844.0,651581.0,1034124.0,912884.0,638323.0,79247.0,42000.0 -2021 05 Mar,7534667.0,543158.0,424291.0,329938.0,1942388.0,395150.0,472864.0,697872.0,1034887.0,922523.0,647374.0,79450.0,44772.0 -2021 06 Mar,7687715.0,563346.0,438256.0,339402.0,1943949.0,411383.0,494977.0,746291.0,1035391.0,931259.0,656789.0,79499.0,47173.0 -2021 07 Mar,7740047.0,568729.0,442295.0,342279.0,1944313.0,415590.0,502124.0,769314.0,1035496.0,933331.0,659519.0,79506.0,47551.0 -2021 08 Mar,7802417.0,574021.0,446761.0,345275.0,1944992.0,419720.0,511525.0,797321.0,1035762.0,936705.0,662529.0,79590.0,48216.0 -2021 09 Mar,7871332.0,580923.0,451731.0,348901.0,1945755.0,425201.0,525826.0,822248.0,1036245.0,939855.0,665924.0,79688.0,49035.0 -2021 10 Mar,7950537.0,589813.0,458346.0,353556.0,1946581.0,432124.0,544383.0,847378.0,1036714.0,942809.0,669193.0,79793.0,49847.0 -2021 11 Mar,8029385.0,596855.0,463820.0,357917.0,1947379.0,439558.0,567112.0,871675.0,1037120.0,945574.0,671853.0,79863.0,50659.0 -2021 12 Mar,8160537.0,610974.0,474663.0,366128.0,1948478.0,457051.0,603470.0,904288.0,1037596.0,949858.0,676032.0,80003.0,51996.0 -2021 13 Mar,8361752.0,632023.0,489454.0,377664.0,1949619.0,495103.0,663789.0,945784.0,1037953.0,955269.0,681212.0,80031.0,53851.0 -2021 14 Mar,8456665.0,641403.0,496216.0,382816.0,1950053.0,509299.0,695604.0,967281.0,1038079.0,958041.0,683424.0,80038.0,54411.0 -2021 15 Mar,8591065.0,653723.0,505057.0,389340.0,1950676.0,527611.0,752199.0,990738.0,1038345.0,961548.0,686490.0,80080.0,55258.0 -2021 16 Mar,8748033.0,669242.0,515585.0,397285.0,1951355.0,558936.0,816088.0,1010828.0,1038674.0,964502.0,689164.0,80178.0,56196.0 -2021 17 Mar,8914213.0,686693.0,526792.0,405713.0,1952027.0,605745.0,874622.0,1027516.0,1038989.0,966868.0,691936.0,80262.0,57050.0 -2021 18 Mar,9112348.0,706629.0,538776.0,414715.0,1952790.0,680785.0,932512.0,1044526.0,1039381.0,969465.0,694519.0,80381.0,57869.0 -2021 19 Mar,9327892.0,731241.0,552314.0,424452.0,1953511.0,760067.0,995708.0,1062670.0,1039738.0,971747.0,697277.0,80472.0,58695.0 -2021 20 Mar,9626400.0,767333.0,569646.0,438228.0,1954218.0,889707.0,1069054.0,1082543.0,1040011.0,974771.0,700700.0,80507.0,59682.0 -2021 21 Mar,9752253.0,784707.0,578165.0,445256.0,1954505.0,937174.0,1103473.0,1090761.0,1040109.0,975660.0,701967.0,80514.0,59962.0 -2021 22 Mar,9864421.0,799645.0,586607.0,451850.0,1954911.0,979517.0,1132677.0,1097789.0,1040298.0,976745.0,703514.0,80549.0,60319.0 -2021 23 Mar,9977569.0,817593.0,596057.0,459214.0,1955401.0,1021888.0,1158556.0,1103837.0,1040550.0,977872.0,705229.0,80633.0,60739.0 -2021 24 Mar,10089268.0,839118.0,606116.0,467481.0,1955975.0,1060808.0,1180683.0,1110025.0,1040851.0,979048.0,707259.0,80717.0,61187.0 -2021 25 Mar,10207043.0,866348.0,617841.0,476728.0,1956591.0,1099805.0,1200843.0,1115695.0,1041201.0,980245.0,709233.0,80829.0,61684.0 -2021 26 Mar,10339994.0,901397.0,631414.0,487144.0,1957270.0,1140930.0,1222508.0,1121701.0,1041537.0,981407.0,711522.0,80948.0,62216.0 -2021 27 Mar,10519985.0,958349.0,649978.0,501669.0,1958019.0,1193416.0,1247015.0,1128757.0,1041859.0,982877.0,714028.0,81011.0,63007.0 -2021 28 Mar,10614366.0,989226.0,660534.0,509607.0,1958334.0,1218497.0,1260952.0,1132089.0,1041985.0,983556.0,715218.0,81032.0,63336.0 -2021 29 Mar,10688027.0,1011339.0,669284.0,516817.0,1958733.0,1237600.0,1271431.0,1135078.0,1042195.0,984270.0,716478.0,81109.0,63693.0 -2021 30 Mar,10760652.0,1035300.0,678762.0,524615.0,1959209.0,1254239.0,1280237.0,1137766.0,1042580.0,985075.0,717675.0,81186.0,64008.0 -2021 31 Mar,10834999.0,1059051.0,689276.0,533295.0,1959783.0,1271137.0,1288686.0,1140160.0,1042881.0,985880.0,719159.0,81284.0,64407.0 -2021 01 Apr,10884776.0,1077937.0,696633.0,539231.0,1960252.0,1278662.0,1294461.0,1141651.0,1043217.0,986412.0,720251.0,81354.0,64715.0 -2021 02 Apr,10915450.0,1087233.0,702681.0,543165.0,1960560.0,1283170.0,1299053.0,1142547.0,1043406.0,986657.0,720720.0,81382.0,64876.0 -2021 03 Apr,10946334.0,1095990.0,708106.0,547407.0,1960784.0,1288301.0,1304072.0,1143597.0,1043574.0,986909.0,721196.0,81410.0,64988.0 -2021 04 Apr,10961174.0,1100246.0,710829.0,549612.0,1960875.0,1290450.0,1306599.0,1144066.0,1043616.0,987021.0,721406.0,81417.0,65037.0 -2021 05 Apr,10968188.0,1102535.0,711928.0,550585.0,1960924.0,1291367.0,1307698.0,1144339.0,1043644.0,987091.0,721574.0,81424.0,65079.0 -2021 06 Apr,10987011.0,1111103.0,714616.0,552657.0,1961225.0,1293341.0,1309385.0,1144913.0,1043798.0,987336.0,722008.0,81473.0,65156.0 -2021 07 Apr,11011084.0,1120910.0,718753.0,555177.0,1961638.0,1296120.0,1311331.0,1145830.0,1044134.0,987665.0,722694.0,81529.0,65303.0 -2021 08 Apr,11031790.0,1129086.0,722470.0,556906.0,1962121.0,1298710.0,1313032.0,1146782.0,1044386.0,988008.0,723254.0,81606.0,65429.0 -2021 09 Apr,11057424.0,1139593.0,727076.0,558376.0,1962583.0,1302357.0,1315300.0,1147825.0,1044652.0,988400.0,723968.0,81697.0,65597.0 -2021 10 Apr,11087608.0,1154090.0,732228.0,560063.0,1963038.0,1306284.0,1317498.0,1148665.0,1044862.0,988785.0,724633.0,81725.0,65737.0 -2021 11 Apr,11102042.0,1161538.0,734818.0,560917.0,1963241.0,1307936.0,1318261.0,1149029.0,1044939.0,988925.0,724906.0,81739.0,65793.0 -2021 12 Apr,11110967.0,1164849.0,736631.0,561596.0,1963500.0,1309077.0,1318954.0,1149379.0,1045058.0,989114.0,725193.0,81781.0,65835.0 -2021 13 Apr,11127095.0,1174600.0,738990.0,562226.0,1963829.0,1310225.0,1319703.0,1149771.0,1045198.0,989331.0,725508.0,81830.0,65884.0 -2021 14 Apr,11156894.0,1196629.0,741734.0,563752.0,1964200.0,1311394.0,1320438.0,1150135.0,1045366.0,989548.0,725851.0,81893.0,65954.0 -2021 15 Apr,11195618.0,1228395.0,743925.0,564858.0,1964585.0,1312605.0,1321194.0,1150513.0,1045548.0,989772.0,726243.0,81942.0,66038.0 -2021 16 Apr,11236435.0,1261197.0,746403.0,566489.0,1965110.0,1313823.0,1321985.0,1150905.0,1045772.0,990003.0,726635.0,81998.0,66115.0 -2021 17 Apr,11283132.0,1299683.0,749238.0,567980.0,1965502.0,1315181.0,1322818.0,1151325.0,1045961.0,990241.0,726999.0,82005.0,66199.0 -2021 18 Apr,11313771.0,1323231.0,753319.0,569079.0,1965705.0,1315853.0,1323224.0,1151507.0,1046045.0,990346.0,727209.0,82012.0,66241.0 -2021 19 Apr,11342940.0,1348494.0,754572.0,569723.0,1965950.0,1316476.0,1323637.0,1151738.0,1046150.0,990465.0,727412.0,82040.0,66283.0 -2021 20 Apr,11371171.0,1371930.0,756406.0,570437.0,1966209.0,1317155.0,1324057.0,1151983.0,1046269.0,990640.0,727685.0,82068.0,66332.0 -2021 21 Apr,11405079.0,1399328.0,759234.0,571368.0,1966545.0,1317995.0,1324575.0,1152277.0,1046416.0,990822.0,728014.0,82103.0,66402.0 -2021 22 Apr,11442984.0,1429351.0,762363.0,573216.0,1966972.0,1318870.0,1325163.0,1152564.0,1046549.0,991004.0,728336.0,82124.0,66472.0 -2021 23 Apr,11483402.0,1458499.0,769055.0,574693.0,1967385.0,1319885.0,1325737.0,1152886.0,1046654.0,991235.0,728686.0,82145.0,66542.0 -2021 24 Apr,11535349.0,1498581.0,775810.0,576408.0,1967812.0,1321026.0,1326430.0,1153229.0,1046738.0,991459.0,729085.0,82159.0,66612.0 -2021 25 Apr,11560374.0,1517929.0,778652.0,577409.0,1968134.0,1321593.0,1326780.0,1153432.0,1046780.0,991571.0,729281.0,82159.0,66654.0 -2021 26 Apr,11582949.0,1535457.0,781025.0,578144.0,1968358.0,1322160.0,1327186.0,1153635.0,1046871.0,991711.0,729533.0,82180.0,66689.0 -2021 27 Apr,11617011.0,1563086.0,784063.0,579138.0,1968645.0,1322867.0,1327704.0,1153894.0,1046962.0,991879.0,729841.0,82194.0,66738.0 -2021 28 Apr,11654097.0,1592703.0,787815.0,580384.0,1968953.0,1323546.0,1328180.0,1154139.0,1047039.0,992124.0,730191.0,82222.0,66801.0 -2021 29 Apr,11696762.0,1624756.0,794178.0,581819.0,1969296.0,1324295.0,1328705.0,1154440.0,1047165.0,992390.0,730583.0,82257.0,66878.0 -2021 30 Apr,11738888.0,1657306.0,799617.0,583282.0,1969576.0,1325135.0,1329237.0,1154720.0,1047249.0,992614.0,730940.0,82278.0,66934.0 -2021 01 May,11783289.0,1694406.0,803845.0,584164.0,1969807.0,1325828.0,1329664.0,1154944.0,1047298.0,992817.0,731227.0,82285.0,67004.0 -2021 02 May,11810512.0,1717380.0,806421.0,584668.0,1969898.0,1326241.0,1329902.0,1155070.0,1047319.0,992922.0,731381.0,82285.0,67025.0 -2021 03 May,11832541.0,1736833.0,808066.0,584885.0,1969968.0,1326493.0,1330035.0,1155140.0,1047340.0,992999.0,731458.0,82285.0,67039.0 -2021 04 May,11868486.0,1768088.0,810887.0,585319.0,1970122.0,1326927.0,1330308.0,1155301.0,1047389.0,993146.0,731647.0,82299.0,67053.0 -2021 05 May,11908974.0,1799840.0,816557.0,586327.0,1970311.0,1327515.0,1330714.0,1155539.0,1047473.0,993363.0,731920.0,82313.0,67102.0 -2021 06 May,11946998.0,1828456.0,821562.0,588161.0,1970535.0,1328194.0,1331211.0,1155854.0,1047564.0,993664.0,732277.0,82334.0,67186.0 -2021 07 May,11991007.0,1861524.0,827869.0,590373.0,1970724.0,1328950.0,1331680.0,1156155.0,1047634.0,993902.0,732599.0,82362.0,67235.0 -2021 08 May,12043948.0,1904693.0,833672.0,591864.0,1970878.0,1329804.0,1332205.0,1156463.0,1047690.0,994119.0,732886.0,82369.0,67305.0 -2021 09 May,12072179.0,1927639.0,837095.0,592501.0,1970948.0,1330252.0,1332485.0,1156603.0,1047711.0,994224.0,733033.0,82369.0,67319.0 -2021 10 May,12099899.0,1949472.0,840364.0,593558.0,1971039.0,1330749.0,1332807.0,1156785.0,1047760.0,994392.0,733236.0,82383.0,67354.0 -2021 11 May,12135263.0,1971137.0,848582.0,596757.0,1971179.0,1331421.0,1333297.0,1157058.0,1047816.0,994595.0,733593.0,82411.0,67417.0 -2021 12 May,12195155.0,1993446.0,876344.0,603498.0,1971389.0,1332282.0,1333927.0,1157450.0,1047914.0,994840.0,734111.0,82432.0,67522.0 -2021 13 May,12263545.0,2018450.0,907788.0,612129.0,1971599.0,1333248.0,1334627.0,1157898.0,1047991.0,995085.0,734643.0,82453.0,67634.0 -2021 14 May,12334924.0,2045659.0,941388.0,619500.0,1971781.0,1334270.0,1335243.0,1158332.0,1048054.0,995316.0,735168.0,82481.0,67732.0 -2021 15 May,12416236.0,2077348.0,980140.0,626976.0,1971970.0,1335383.0,1335964.0,1158780.0,1048110.0,995533.0,735707.0,82481.0,67844.0 -2021 16 May,12457326.0,2092790.0,999670.0,631351.0,1972061.0,1335985.0,1336335.0,1159004.0,1048145.0,995645.0,735966.0,82488.0,67886.0 -2021 17 May,12486425.0,2104333.0,1012991.0,633962.0,1972152.0,1336482.0,1336636.0,1159270.0,1048187.0,995757.0,736232.0,82502.0,67921.0 -2021 18 May,12543244.0,2117612.0,1046101.0,641942.0,1972292.0,1337210.0,1337140.0,1159592.0,1048250.0,995946.0,736652.0,82516.0,67991.0 -2021 19 May,12637072.0,2134797.0,1106238.0,654997.0,1972495.0,1338281.0,1337854.0,1160047.0,1048334.0,996198.0,737205.0,82530.0,68096.0 -2021 20 May,12725041.0,2149721.0,1163736.0,667198.0,1972691.0,1339282.0,1338540.0,1160544.0,1048432.0,996422.0,737758.0,82544.0,68173.0 -2021 21 May,12793270.0,2162832.0,1208718.0,674499.0,1972852.0,1340150.0,1339086.0,1160999.0,1048509.0,996583.0,738227.0,82572.0,68243.0 -2021 22 May,12858720.0,2178281.0,1250396.0,679945.0,1973006.0,1341144.0,1339737.0,1161440.0,1048558.0,996772.0,738577.0,82572.0,68292.0 -2021 23 May,12897346.0,2185288.0,1277822.0,682668.0,1973076.0,1341662.0,1340066.0,1161664.0,1048586.0,996856.0,738773.0,82572.0,68313.0 -2021 24 May,12933543.0,2191308.0,1304604.0,684432.0,1973167.0,1342194.0,1340409.0,1161937.0,1048621.0,996961.0,738983.0,82579.0,68348.0 -2021 25 May,12993470.0,2198448.0,1347381.0,692160.0,1973293.0,1342859.0,1340941.0,1162259.0,1048677.0,997122.0,739326.0,82586.0,68418.0 -2021 26 May,13075881.0,2205980.0,1405866.0,705740.0,1973475.0,1343657.0,1341592.0,1162623.0,1048747.0,997297.0,739816.0,82593.0,68495.0 -2021 27 May,13159783.0,2213652.0,1467501.0,717409.0,1973629.0,1344504.0,1342278.0,1163001.0,1048845.0,997486.0,740299.0,82607.0,68572.0 -2021 28 May,13225121.0,2220449.0,1516354.0,724584.0,1973783.0,1345253.0,1342817.0,1163351.0,1048901.0,997661.0,740726.0,82614.0,68628.0 -2021 29 May,13281394.0,2227050.0,1556933.0,731262.0,1973916.0,1346016.0,1343412.0,1163680.0,1048943.0,997801.0,741090.0,82621.0,68670.0 -2021 30 May,13320979.0,2230578.0,1587418.0,735518.0,1973972.0,1346415.0,1343748.0,1163883.0,1048957.0,997885.0,741300.0,82621.0,68684.0 -2021 31 May,13349224.0,2232650.0,1606381.0,741804.0,1974007.0,1346723.0,1343986.0,1164016.0,1048971.0,997934.0,741433.0,82621.0,68698.0 -2021 01 Jun,13379072.0,2235422.0,1627332.0,746641.0,1974077.0,1347108.0,1344329.0,1164205.0,1048999.0,998018.0,741594.0,82628.0,68719.0 -2021 02 Jun,13429696.0,2238929.0,1661793.0,757561.0,1974182.0,1347647.0,1344742.0,1164401.0,1049041.0,998116.0,741881.0,82635.0,68768.0 -2021 03 Jun,13484786.0,2242324.0,1698074.0,770980.0,1974301.0,1348263.0,1345204.0,1164667.0,1049097.0,998242.0,742182.0,82642.0,68810.0 -2021 04 Jun,13539169.0,2245586.0,1733095.0,785253.0,1974392.0,1348837.0,1345687.0,1164898.0,1049132.0,998361.0,742434.0,82649.0,68845.0 -2021 05 Jun,13606411.0,2250094.0,1773331.0,805455.0,1974497.0,1349600.0,1346275.0,1165157.0,1049174.0,998487.0,742791.0,82649.0,68901.0 -2021 06 Jun,13644281.0,2252677.0,1797642.0,815178.0,1974553.0,1349992.0,1346604.0,1165304.0,1049202.0,998550.0,743001.0,82656.0,68922.0 -2021 07 Jun,13679036.0,2255071.0,1820658.0,823249.0,1974623.0,1350405.0,1346905.0,1165444.0,1049223.0,998634.0,743211.0,82656.0,68957.0 -2021 08 Jun,13718229.0,2257472.0,1843317.0,835989.0,1974721.0,1350825.0,1347220.0,1165598.0,1049265.0,998732.0,743442.0,82663.0,68985.0 -2021 09 Jun,13777743.0,2260573.0,1868069.0,865837.0,1974812.0,1351385.0,1347598.0,1165836.0,1049307.0,998844.0,743778.0,82670.0,69034.0 -2021 10 Jun,13840043.0,2263548.0,1893591.0,897883.0,1974938.0,1351903.0,1347941.0,1166046.0,1049363.0,998956.0,744079.0,82684.0,69111.0 -2021 11 Jun,13903323.0,2266831.0,1920219.0,929481.0,1975050.0,1352463.0,1348333.0,1166214.0,1049412.0,999082.0,744387.0,82691.0,69160.0 -2021 12 Jun,13988338.0,2270646.0,1948177.0,980665.0,1975155.0,1353079.0,1348809.0,1166445.0,1049461.0,999173.0,744786.0,82698.0,69244.0 -2021 13 Jun,14036750.0,2272704.0,1963871.0,1010282.0,1975211.0,1353422.0,1349054.0,1166564.0,1049482.0,999222.0,744968.0,82698.0,69272.0 -2021 14 Jun,14077161.0,2274531.0,1976534.0,1035132.0,1975288.0,1353744.0,1349320.0,1166676.0,1049510.0,999285.0,745122.0,82705.0,69314.0 -2021 15 Jun,14130935.0,2276813.0,1991017.0,1070762.0,1975379.0,1354192.0,1349607.0,1166823.0,1049559.0,999369.0,745346.0,82705.0,69363.0 -2021 16 Jun,14196189.0,2279361.0,2005220.0,1117725.0,1975498.0,1354640.0,1349915.0,1167012.0,1049601.0,999453.0,745633.0,82712.0,69419.0 -2021 17 Jun,14274673.0,2281993.0,2021138.0,1176021.0,1975589.0,1355123.0,1350230.0,1167194.0,1049643.0,999565.0,745969.0,82719.0,69489.0 -2021 18 Jun,14349167.0,2284737.0,2035628.0,1231741.0,1975680.0,1355536.0,1350580.0,1167362.0,1049699.0,999642.0,746291.0,82726.0,69545.0 -2021 19 Jun,14443947.0,2288412.0,2052015.0,1304373.0,1975771.0,1356187.0,1351035.0,1167607.0,1049734.0,999754.0,746697.0,82733.0,69629.0 -2021 20 Jun,14499142.0,2289910.0,2059813.0,1349446.0,1975813.0,1356446.0,1351210.0,1167705.0,1049762.0,999782.0,746858.0,82733.0,69664.0 -2021 21 Jun,14545552.0,2291471.0,2066484.0,1386784.0,1975855.0,1356719.0,1351364.0,1167796.0,1049776.0,999831.0,747026.0,82740.0,69706.0 -2021 22 Jun,14604429.0,2293410.0,2074429.0,1434496.0,1975925.0,1357090.0,1351630.0,1167922.0,1049804.0,999908.0,747299.0,82747.0,69769.0 -2021 23 Jun,14670740.0,2295412.0,2083389.0,1488508.0,1976002.0,1357468.0,1351896.0,1168076.0,1049839.0,999992.0,747565.0,82754.0,69839.0 -2021 24 Jun,14738962.0,2297589.0,2092265.0,1544249.0,1976107.0,1357853.0,1352162.0,1168237.0,1049881.0,1000083.0,747866.0,82761.0,69909.0 -2021 25 Jun,14801633.0,2299948.0,2101092.0,1594208.0,1976184.0,1358336.0,1352470.0,1168391.0,1049916.0,1000174.0,748174.0,82775.0,69965.0 -2021 26 Jun,14878913.0,2303518.0,2112348.0,1654282.0,1976303.0,1359113.0,1352967.0,1168671.0,1049965.0,1000321.0,748580.0,82782.0,70063.0 -2021 27 Jun,14924518.0,2305450.0,2118424.0,1690696.0,1976359.0,1359519.0,1353212.0,1168797.0,1049986.0,1000398.0,748783.0,82782.0,70112.0 -2021 28 Jun,14958104.0,2306759.0,2122666.0,1717842.0,1976415.0,1359764.0,1353401.0,1168902.0,1050014.0,1000447.0,748972.0,82782.0,70140.0 -2021 29 Jun,14997444.0,2308292.0,2128084.0,1749146.0,1976471.0,1360072.0,1353604.0,1169021.0,1050042.0,1000517.0,749203.0,82789.0,70203.0 -2021 30 Jun,15039864.0,2310133.0,2134538.0,1781941.0,1976555.0,1360457.0,1353863.0,1169175.0,1050070.0,1000587.0,749490.0,82796.0,70259.0 -2021 01 Jul,15084202.0,2311932.0,2140873.0,1816794.0,1976653.0,1360800.0,1354157.0,1169322.0,1050105.0,1000678.0,749770.0,82803.0,70315.0 -2021 02 Jul,15119160.0,2313668.0,2146333.0,1843401.0,1976723.0,1361136.0,1354388.0,1169441.0,1050133.0,1000762.0,749994.0,82810.0,70371.0 -2021 03 Jul,15163344.0,2315901.0,2153018.0,1877218.0,1976800.0,1361619.0,1354668.0,1169595.0,1050154.0,1000853.0,750267.0,82810.0,70441.0 -2021 04 Jul,15186276.0,2316951.0,2156392.0,1895033.0,1976842.0,1361857.0,1354808.0,1169672.0,1050168.0,1000888.0,750386.0,82810.0,70469.0 -2021 05 Jul,15206618.0,2318043.0,2159500.0,1910398.0,1976877.0,1362123.0,1354948.0,1169756.0,1050182.0,1000930.0,750540.0,82817.0,70504.0 -2021 06 Jul,15231811.0,2319387.0,2163511.0,1929305.0,1976933.0,1362396.0,1355123.0,1169868.0,1050203.0,1000986.0,750736.0,82817.0,70546.0 -2021 07 Jul,15258656.0,2321018.0,2168390.0,1948464.0,1977010.0,1362725.0,1355354.0,1170029.0,1050238.0,1001035.0,750960.0,82824.0,70609.0 -2021 08 Jul,15287069.0,2322705.0,2173325.0,1969072.0,1977087.0,1363061.0,1355599.0,1170162.0,1050259.0,1001119.0,751205.0,82831.0,70644.0 -2021 09 Jul,15313298.0,2324490.0,2178414.0,1987153.0,1977192.0,1363453.0,1355830.0,1170288.0,1050294.0,1001189.0,751471.0,82838.0,70686.0 -2021 10 Jul,15342117.0,2326744.0,2184245.0,2006431.0,1977276.0,1363936.0,1356117.0,1170442.0,1050322.0,1001273.0,751744.0,82838.0,70749.0 -2021 11 Jul,15355130.0,2327738.0,2186947.0,2015069.0,1977304.0,1364160.0,1356271.0,1170519.0,1050329.0,1001322.0,751870.0,82838.0,70763.0 -2021 12 Jul,15367569.0,2328690.0,2189509.0,2023357.0,1977339.0,1364370.0,1356397.0,1170582.0,1050350.0,1001357.0,751996.0,82845.0,70777.0 -2021 13 Jul,15382612.0,2329754.0,2192673.0,2033381.0,1977402.0,1364601.0,1356537.0,1170673.0,1050378.0,1001406.0,752164.0,82845.0,70798.0 -2021 14 Jul,15400784.0,2331063.0,2196572.0,2045330.0,1977479.0,1364902.0,1356719.0,1170799.0,1050399.0,1001469.0,752367.0,82845.0,70840.0 -2021 15 Jul,15419215.0,2332505.0,2200807.0,2056908.0,1977549.0,1365203.0,1356957.0,1170932.0,1050434.0,1001553.0,752619.0,82852.0,70896.0 -2021 16 Jul,15436778.0,2334045.0,2205378.0,2067226.0,1977619.0,1365546.0,1357167.0,1171065.0,1050462.0,1001630.0,752836.0,82852.0,70952.0 -2021 17 Jul,15459339.0,2336033.0,2210663.0,2081044.0,1977703.0,1365994.0,1357503.0,1171240.0,1050497.0,1001707.0,753095.0,82852.0,71008.0 -2021 18 Jul,15469797.0,2336957.0,2213281.0,2087358.0,1977738.0,1366204.0,1357629.0,1171296.0,1050504.0,1001756.0,753193.0,82852.0,71029.0 -2021 19 Jul,15480157.0,2337888.0,2215857.0,2093637.0,1977773.0,1366400.0,1357748.0,1171352.0,1050511.0,1001791.0,753291.0,82866.0,71043.0 -2021 20 Jul,15491161.0,2338805.0,2218538.0,2100371.0,1977829.0,1366596.0,1357881.0,1171443.0,1050532.0,1001840.0,753403.0,82866.0,71057.0 -2021 21 Jul,15504356.0,2339974.0,2221646.0,2108428.0,1977885.0,1366834.0,1358056.0,1171548.0,1050567.0,1001896.0,753550.0,82873.0,71099.0 -2021 22 Jul,15517054.0,2341094.0,2224740.0,2116023.0,1977948.0,1367114.0,1358217.0,1171660.0,1050588.0,1001945.0,753725.0,82873.0,71127.0 -2021 23 Jul,15529045.0,2342242.0,2227820.0,2122974.0,1978011.0,1367345.0,1358385.0,1171758.0,1050602.0,1001994.0,753879.0,82880.0,71155.0 -2021 24 Jul,15542954.0,2343628.0,2231404.0,2130982.0,1978060.0,1367639.0,1358595.0,1171870.0,1050609.0,1002050.0,754047.0,82880.0,71190.0 -2021 25 Jul,15550934.0,2344370.0,2233420.0,2135735.0,1978074.0,1367800.0,1358700.0,1171926.0,1050616.0,1002078.0,754131.0,82880.0,71204.0 -2021 26 Jul,15558970.0,2345063.0,2235401.0,2140558.0,1978109.0,1367975.0,1358798.0,1171975.0,1050630.0,1002106.0,754243.0,82880.0,71232.0 -2021 27 Jul,15567811.0,2345854.0,2237683.0,2145689.0,1978144.0,1368150.0,1358924.0,1172052.0,1050651.0,1002155.0,754369.0,82887.0,71253.0 -2021 28 Jul,15578192.0,2346792.0,2240329.0,2151786.0,1978186.0,1368374.0,1359057.0,1172122.0,1050672.0,1002190.0,754509.0,82894.0,71281.0 -2021 29 Jul,15588503.0,2347709.0,2242807.0,2157911.0,1978256.0,1368598.0,1359204.0,1172206.0,1050686.0,1002246.0,754670.0,82894.0,71316.0 -2021 30 Jul,15597757.0,2348591.0,2245250.0,2163140.0,1978291.0,1368801.0,1359344.0,1172290.0,1050707.0,1002295.0,754796.0,82894.0,71358.0 -2021 31 Jul,15609307.0,2349725.0,2248337.0,2169643.0,1978340.0,1369067.0,1359505.0,1172367.0,1050728.0,1002344.0,754957.0,82894.0,71400.0 -2021 01 Aug,15615957.0,2350264.0,2250094.0,2173612.0,1978361.0,1369193.0,1359589.0,1172409.0,1050728.0,1002358.0,755041.0,82894.0,71414.0 -2021 02 Aug,15622845.0,2350950.0,2251851.0,2177588.0,1978382.0,1369333.0,1359673.0,1172479.0,1050742.0,1002393.0,755132.0,82901.0,71421.0 -2021 03 Aug,15630671.0,2351636.0,2253846.0,2182103.0,1978424.0,1369501.0,1359799.0,1172528.0,1050763.0,1002435.0,755279.0,82901.0,71456.0 -2021 04 Aug,15639512.0,2352399.0,2256135.0,2187199.0,1978473.0,1369690.0,1359918.0,1172612.0,1050798.0,1002477.0,755426.0,82901.0,71484.0 -2021 05 Aug,15648304.0,2353169.0,2258340.0,2192337.0,1978515.0,1369886.0,1360051.0,1172696.0,1050812.0,1002519.0,755552.0,82908.0,71519.0 -2021 06 Aug,15656739.0,2354023.0,2260615.0,2196936.0,1978550.0,1370082.0,1360212.0,1172780.0,1050840.0,1002561.0,755685.0,82908.0,71547.0 -2021 07 Aug,15667204.0,2355017.0,2263436.0,2202746.0,1978599.0,1370341.0,1360373.0,1172885.0,1050854.0,1002610.0,755860.0,82908.0,71575.0 -2021 08 Aug,15672706.0,2355500.0,2264899.0,2205910.0,1978613.0,1370481.0,1360464.0,1172920.0,1050861.0,1002638.0,755923.0,82908.0,71589.0 -2021 09 Aug,15679069.0,2356074.0,2266593.0,2209550.0,1978641.0,1370621.0,1360569.0,1172976.0,1050875.0,1002652.0,756014.0,82908.0,71596.0 -2021 10 Aug,15685894.0,2356739.0,2268469.0,2213267.0,1978690.0,1370775.0,1360681.0,1173053.0,1050889.0,1002680.0,756126.0,82908.0,71617.0 -2021 11 Aug,15693839.0,2357544.0,2270541.0,2217691.0,1978725.0,1370964.0,1360807.0,1173130.0,1050903.0,1002722.0,756259.0,82915.0,71638.0 -2021 12 Aug,15701798.0,2358349.0,2272655.0,2222031.0,1978781.0,1371160.0,1360926.0,1173235.0,1050924.0,1002771.0,756392.0,82915.0,71659.0 -2021 13 Aug,15708644.0,2358979.0,2274559.0,2225776.0,1978809.0,1371321.0,1361024.0,1173305.0,1050938.0,1002820.0,756511.0,82915.0,71687.0 -2021 14 Aug,15716442.0,2359756.0,2276736.0,2229976.0,1978844.0,1371503.0,1361157.0,1173375.0,1050952.0,1002855.0,756644.0,82922.0,71722.0 -2021 15 Aug,15721027.0,2360176.0,2277919.0,2232671.0,1978851.0,1371601.0,1361213.0,1173417.0,1050952.0,1002869.0,756700.0,82922.0,71736.0 -2021 16 Aug,15726354.0,2360687.0,2279263.0,2235709.0,1978879.0,1371727.0,1361283.0,1173473.0,1050966.0,1002904.0,756791.0,82922.0,71750.0 -2021 17 Aug,15732045.0,2361226.0,2280726.0,2238964.0,1978907.0,1371853.0,1361367.0,1173529.0,1050973.0,1002925.0,756889.0,82922.0,71764.0 -2021 18 Aug,15738352.0,2361807.0,2282364.0,2242520.0,1978935.0,1372014.0,1361465.0,1173571.0,1050980.0,1002967.0,757015.0,82922.0,71792.0 -2021 19 Aug,15738786.0,2361842.0,2282497.0,2242751.0,1978942.0,1372028.0,1361472.0,1173578.0,1050980.0,1002967.0,757015.0,82922.0,71792.0 +covid_vacc_date,total,40-49,30-39,18-29,70-79,50-54,55-59,60-64,80+,65-69,shielding (aged 16-69),16-17,care home,LD (aged 16-64) +2020 01 Dec,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +2020 02 Dec,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +2020 03 Dec,21.0,7.0,7.0,0.0,7.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +2020 04 Dec,42.0,7.0,7.0,7.0,7.0,7.0,0.0,0.0,0.0,7.0,0.0,0.0,0.0,0.0 +2020 06 Dec,49.0,7.0,7.0,7.0,7.0,7.0,7.0,0.0,0.0,7.0,0.0,0.0,0.0,0.0 +2020 07 Dec,63.0,14.0,7.0,7.0,7.0,7.0,7.0,7.0,0.0,7.0,0.0,0.0,0.0,0.0 +2020 08 Dec,2282.0,364.0,245.0,140.0,42.0,259.0,273.0,168.0,518.0,63.0,210.0,0.0,0.0,0.0 +2020 09 Dec,6783.0,938.0,707.0,448.0,112.0,686.0,728.0,539.0,1953.0,182.0,469.0,0.0,21.0,0.0 +2020 10 Dec,11711.0,1533.0,1211.0,770.0,189.0,1050.0,1113.0,889.0,3822.0,294.0,791.0,0.0,42.0,7.0 +2020 11 Dec,16660.0,2177.0,1729.0,1106.0,252.0,1477.0,1512.0,1232.0,5586.0,427.0,1099.0,0.0,56.0,7.0 +2020 12 Dec,21189.0,2905.0,2310.0,1449.0,315.0,1904.0,1932.0,1505.0,6853.0,525.0,1421.0,0.0,63.0,7.0 +2020 13 Dec,24717.0,3416.0,2716.0,1743.0,357.0,2219.0,2233.0,1743.0,8001.0,602.0,1596.0,7.0,70.0,14.0 +2020 14 Dec,29834.0,4074.0,3318.0,2086.0,434.0,2618.0,2688.0,2044.0,9891.0,721.0,1848.0,14.0,84.0,14.0 +2020 15 Dec,56014.0,5229.0,4179.0,2625.0,644.0,3290.0,3409.0,2534.0,30625.0,931.0,2303.0,14.0,217.0,14.0 +2020 16 Dec,97167.0,6559.0,5215.0,3374.0,917.0,4193.0,4368.0,3178.0,64967.0,1162.0,2737.0,21.0,455.0,21.0 +2020 17 Dec,136255.0,8190.0,6440.0,4179.0,1547.0,5257.0,5530.0,4032.0,95585.0,1463.0,3276.0,35.0,693.0,28.0 +2020 18 Dec,164367.0,9814.0,7630.0,4942.0,2107.0,6321.0,6608.0,4823.0,115500.0,1792.0,3836.0,42.0,910.0,42.0 +2020 19 Dec,195608.0,11151.0,8652.0,5614.0,2772.0,7147.0,7504.0,5551.0,139699.0,2107.0,4263.0,56.0,1043.0,49.0 +2020 20 Dec,225974.0,13034.0,9996.0,6440.0,3332.0,8281.0,8792.0,6475.0,161077.0,2450.0,4767.0,70.0,1197.0,63.0 +2020 21 Dec,250026.0,15372.0,11683.0,7511.0,3990.0,9821.0,10458.0,7609.0,173761.0,2870.0,5481.0,84.0,1316.0,70.0 +2020 22 Dec,284242.0,17395.0,13321.0,8512.0,4599.0,11207.0,11851.0,8596.0,197617.0,3269.0,6209.0,98.0,1491.0,77.0 +2020 23 Dec,314664.0,20118.0,15351.0,9954.0,5327.0,12866.0,13615.0,9891.0,214676.0,3780.0,7077.0,112.0,1806.0,91.0 +2020 24 Dec,325213.0,21462.0,16450.0,10626.0,5649.0,13692.0,14441.0,10535.0,218379.0,4025.0,7497.0,119.0,2240.0,98.0 +2020 25 Dec,325269.0,21469.0,16464.0,10633.0,5649.0,13699.0,14448.0,10542.0,218386.0,4025.0,7497.0,119.0,2240.0,98.0 +2020 26 Dec,325577.0,21539.0,16534.0,10696.0,5649.0,13727.0,14483.0,10556.0,218386.0,4032.0,7518.0,119.0,2240.0,98.0 +2020 27 Dec,327677.0,21987.0,16919.0,10920.0,5677.0,13958.0,14749.0,10731.0,218575.0,4102.0,7602.0,119.0,2240.0,98.0 +2020 28 Dec,331394.0,22694.0,17577.0,11319.0,5775.0,14371.0,15099.0,11060.0,219037.0,4207.0,7791.0,126.0,2240.0,98.0 +2020 29 Dec,348551.0,24570.0,19187.0,12327.0,6202.0,15505.0,16184.0,11851.0,226730.0,4543.0,8274.0,133.0,2940.0,105.0 +2020 30 Dec,392798.0,28833.0,22624.0,14581.0,8253.0,18116.0,18872.0,13832.0,245973.0,5348.0,9688.0,154.0,6335.0,189.0 +2020 31 Dec,430164.0,33019.0,25914.0,16856.0,10388.0,20678.0,21511.0,15666.0,259756.0,6160.0,10997.0,182.0,8764.0,273.0 +2021 01 Jan,438662.0,34097.0,26901.0,17458.0,10941.0,21385.0,22134.0,16156.0,262283.0,6349.0,11312.0,189.0,9156.0,301.0 +2021 02 Jan,447874.0,35476.0,28140.0,18242.0,11683.0,22176.0,22883.0,16660.0,264579.0,6531.0,11634.0,196.0,9352.0,322.0 +2021 03 Jan,454552.0,36694.0,29176.0,18963.0,11830.0,22806.0,23457.0,17087.0,266056.0,6664.0,11851.0,203.0,9443.0,322.0 +2021 04 Jan,465290.0,38752.0,30926.0,20258.0,12040.0,23989.0,24591.0,17899.0,267428.0,6951.0,12355.0,217.0,9555.0,329.0 +2021 05 Jan,486073.0,42511.0,34174.0,22463.0,12502.0,26376.0,26866.0,19453.0,270466.0,7483.0,13279.0,238.0,9898.0,364.0 +2021 06 Jan,520121.0,47565.0,38633.0,25501.0,15148.0,29456.0,29932.0,21770.0,277851.0,8323.0,14504.0,259.0,10766.0,413.0 +2021 07 Jan,600789.0,54950.0,44835.0,29841.0,24703.0,34013.0,34692.0,25291.0,311906.0,9716.0,16422.0,308.0,13615.0,497.0 +2021 08 Jan,694694.0,62783.0,51436.0,34706.0,37324.0,38976.0,39718.0,28924.0,352408.0,11298.0,18683.0,357.0,17451.0,630.0 +2021 09 Jan,777245.0,69741.0,57358.0,38983.0,47859.0,43302.0,44226.0,32074.0,388934.0,12747.0,20825.0,427.0,20069.0,700.0 +2021 10 Jan,819140.0,74172.0,61369.0,41930.0,52353.0,45997.0,46823.0,33768.0,405496.0,13454.0,21833.0,455.0,20769.0,721.0 +2021 11 Jan,862624.0,80521.0,67039.0,46347.0,55888.0,49931.0,50659.0,36316.0,413546.0,14322.0,23618.0,483.0,23156.0,798.0 +2021 12 Jan,935221.0,88557.0,73955.0,51730.0,63238.0,54950.0,55629.0,39480.0,437878.0,15554.0,25732.0,518.0,27034.0,966.0 +2021 13 Jan,1033501.0,97209.0,81578.0,57771.0,79450.0,60417.0,61054.0,43127.0,475447.0,17115.0,27979.0,567.0,30618.0,1169.0 +2021 14 Jan,1139271.0,106638.0,89740.0,64344.0,97993.0,66346.0,67004.0,47292.0,513646.0,18984.0,30618.0,637.0,34629.0,1400.0 +2021 15 Jan,1267014.0,117341.0,98819.0,71715.0,120113.0,73101.0,73640.0,52080.0,561974.0,21140.0,34286.0,721.0,40355.0,1729.0 +2021 16 Jan,1390802.0,126588.0,106911.0,78134.0,138229.0,78848.0,79408.0,56147.0,619507.0,22988.0,37226.0,798.0,44093.0,1925.0 +2021 17 Jan,1454887.0,133126.0,112742.0,82733.0,145817.0,82775.0,83258.0,58863.0,644077.0,24157.0,38969.0,861.0,45514.0,1995.0 +2021 18 Jan,1515066.0,140581.0,119455.0,88564.0,154028.0,87367.0,87696.0,61999.0,657601.0,25431.0,41013.0,917.0,48209.0,2205.0 +2021 19 Jan,1635046.0,149079.0,126924.0,94892.0,188951.0,92477.0,92785.0,65800.0,698257.0,27272.0,44289.0,987.0,50855.0,2478.0 +2021 20 Jan,1774458.0,158410.0,135254.0,102172.0,235046.0,97958.0,98497.0,69944.0,741741.0,29533.0,48720.0,1071.0,53340.0,2772.0 +2021 21 Jan,1918791.0,167902.0,143724.0,109585.0,287700.0,103908.0,104307.0,74256.0,779415.0,32221.0,54586.0,1155.0,56840.0,3192.0 +2021 22 Jan,2117864.0,178395.0,153069.0,118006.0,371343.0,110775.0,110929.0,79506.0,828877.0,36043.0,62895.0,1246.0,62923.0,3857.0 +2021 23 Jan,2316104.0,186830.0,160881.0,124894.0,476679.0,116109.0,116298.0,83755.0,869589.0,39291.0,71526.0,1323.0,64694.0,4235.0 +2021 24 Jan,2395022.0,191954.0,165662.0,128870.0,513898.0,119378.0,119574.0,86457.0,881174.0,41202.0,75726.0,1386.0,65380.0,4361.0 +2021 25 Jan,2471756.0,198240.0,171185.0,133812.0,545433.0,123256.0,123459.0,89215.0,892654.0,43057.0,79548.0,1442.0,65940.0,4515.0 +2021 26 Jan,2570225.0,205555.0,177555.0,139482.0,589470.0,127631.0,127778.0,92526.0,906612.0,45353.0,85309.0,1498.0,66668.0,4788.0 +2021 27 Jan,2666552.0,212240.0,183470.0,144928.0,634529.0,131908.0,131887.0,95732.0,917889.0,48069.0,91924.0,1568.0,67298.0,5110.0 +2021 28 Jan,2805957.0,219191.0,189637.0,150423.0,712320.0,136283.0,136157.0,99127.0,932225.0,51800.0,103719.0,1638.0,67984.0,5453.0 +2021 29 Jan,2992850.0,226632.0,196350.0,156191.0,831565.0,140889.0,141029.0,103222.0,947079.0,56350.0,117236.0,1708.0,68796.0,5803.0 +2021 30 Jan,3181668.0,232659.0,201768.0,160839.0,960792.0,144732.0,145012.0,106470.0,957754.0,60018.0,134610.0,1785.0,69237.0,5992.0 +2021 31 Jan,3295012.0,237342.0,205849.0,164381.0,1035132.0,147553.0,147819.0,108899.0,962059.0,63826.0,144830.0,1841.0,69398.0,6083.0 +2021 01 Feb,3397737.0,241815.0,209615.0,167643.0,1096424.0,150164.0,150500.0,111202.0,967372.0,69692.0,155407.0,1883.0,69755.0,6265.0 +2021 02 Feb,3516611.0,246470.0,213682.0,171150.0,1167775.0,153202.0,153524.0,113960.0,972811.0,75978.0,169435.0,1925.0,70175.0,6524.0 +2021 03 Feb,3667377.0,251496.0,218211.0,175042.0,1259552.0,156373.0,156947.0,117138.0,978404.0,84140.0,190435.0,1981.0,70763.0,6895.0 +2021 04 Feb,3830309.0,257236.0,223062.0,179158.0,1354570.0,160048.0,160643.0,120743.0,983920.0,94423.0,215705.0,2058.0,71365.0,7378.0 +2021 05 Feb,3988166.0,262822.0,227724.0,183120.0,1443225.0,163506.0,164374.0,124362.0,989233.0,105826.0,241983.0,2114.0,72037.0,7840.0 +2021 06 Feb,4189801.0,267722.0,231819.0,186718.0,1559068.0,166845.0,167986.0,127974.0,992936.0,122101.0,283752.0,2184.0,72373.0,8323.0 +2021 07 Feb,4291525.0,270669.0,234311.0,188769.0,1616832.0,168791.0,170135.0,130165.0,994644.0,131530.0,302484.0,2212.0,72513.0,8470.0 +2021 08 Feb,4387558.0,273637.0,236887.0,191086.0,1665258.0,170751.0,172172.0,132188.0,997654.0,143262.0,320761.0,2254.0,72828.0,8820.0 +2021 09 Feb,4519914.0,277529.0,240079.0,193886.0,1724317.0,173250.0,174944.0,135289.0,1001182.0,170555.0,343973.0,2303.0,73304.0,9303.0 +2021 10 Feb,4661993.0,281876.0,243670.0,197092.0,1769411.0,176113.0,178458.0,140329.0,1005410.0,215068.0,368193.0,2345.0,74018.0,10010.0 +2021 11 Feb,4830686.0,287322.0,247968.0,200809.0,1812034.0,179914.0,183302.0,147931.0,1009281.0,279027.0,395094.0,2450.0,74739.0,10815.0 +2021 12 Feb,5006869.0,294091.0,253008.0,204946.0,1847580.0,184954.0,189707.0,158746.0,1012991.0,352450.0,418579.0,2583.0,75502.0,11732.0 +2021 13 Feb,5189114.0,301098.0,258517.0,209811.0,1878541.0,189945.0,195951.0,171010.0,1015343.0,437843.0,439880.0,2709.0,75859.0,12607.0 +2021 14 Feb,5266513.0,305221.0,261681.0,212317.0,1887648.0,193081.0,200249.0,176589.0,1016232.0,474901.0,447027.0,2765.0,75943.0,12859.0 +2021 15 Feb,5348245.0,309995.0,265328.0,215439.0,1895131.0,196448.0,204477.0,182581.0,1017576.0,515438.0,453383.0,2828.0,76328.0,13293.0 +2021 16 Feb,5478284.0,318871.0,271103.0,219905.0,1901536.0,204253.0,215348.0,201684.0,1018850.0,569163.0,463470.0,3052.0,76664.0,14385.0 +2021 17 Feb,5656455.0,332528.0,279972.0,226464.0,1907213.0,218092.0,235879.0,233961.0,1020222.0,628607.0,476665.0,3500.0,76986.0,16366.0 +2021 18 Feb,5816356.0,346899.0,289086.0,233177.0,1911693.0,231476.0,255738.0,262808.0,1021482.0,674961.0,489370.0,3927.0,77329.0,18410.0 +2021 19 Feb,5946290.0,359653.0,297479.0,239351.0,1915046.0,242340.0,271138.0,285110.0,1022581.0,710913.0,500514.0,4354.0,77707.0,20104.0 +2021 20 Feb,6071660.0,372617.0,305893.0,245819.0,1918063.0,253736.0,286720.0,308049.0,1023225.0,742007.0,511469.0,4676.0,77798.0,21588.0 +2021 21 Feb,6119911.0,378273.0,309701.0,248528.0,1918966.0,258125.0,292215.0,316078.0,1023449.0,753928.0,515998.0,4767.0,77826.0,22057.0 +2021 22 Feb,6180678.0,384629.0,314195.0,251860.0,1920401.0,263508.0,298851.0,325031.0,1023932.0,770546.0,522116.0,4858.0,77917.0,22834.0 +2021 23 Feb,6298453.0,398734.0,323050.0,258468.0,1922564.0,276185.0,315665.0,346899.0,1024849.0,789537.0,534562.0,5355.0,78106.0,24479.0 +2021 24 Feb,6460657.0,417347.0,335265.0,267141.0,1925483.0,292712.0,337750.0,381493.0,1025829.0,814793.0,551292.0,6104.0,78337.0,27111.0 +2021 25 Feb,6637743.0,437493.0,348866.0,277060.0,1928724.0,310436.0,361298.0,421631.0,1026914.0,838306.0,571277.0,6888.0,78568.0,30282.0 +2021 26 Feb,6824272.0,458766.0,363433.0,287196.0,1931741.0,328594.0,386708.0,467103.0,1027936.0,861371.0,591346.0,7966.0,78757.0,33355.0 +2021 27 Feb,6970831.0,476224.0,375914.0,296513.0,1933729.0,342860.0,406455.0,503223.0,1028461.0,877317.0,606774.0,8743.0,78827.0,35791.0 +2021 28 Feb,7036862.0,483826.0,381486.0,300321.0,1934506.0,348320.0,413112.0,523943.0,1028622.0,885717.0,612759.0,8904.0,78862.0,36484.0 +2021 01 Mar,7093478.0,490245.0,386330.0,303618.0,1935311.0,352548.0,418306.0,544628.0,1028965.0,890967.0,617421.0,8939.0,78967.0,37233.0 +2021 02 Mar,7159460.0,497112.0,391433.0,306929.0,1936298.0,357882.0,424844.0,570486.0,1029483.0,896567.0,622244.0,9037.0,79093.0,38052.0 +2021 03 Mar,7259777.0,510160.0,400232.0,312886.0,1937579.0,367206.0,436695.0,604233.0,1030148.0,903119.0,629566.0,9177.0,79219.0,39557.0 +2021 04 Mar,7394821.0,525560.0,411733.0,320537.0,1939343.0,380618.0,452606.0,651189.0,1030890.0,912464.0,639079.0,9429.0,79394.0,41979.0 +2021 05 Mar,7539609.0,543151.0,424305.0,329644.0,1941401.0,395038.0,472605.0,697459.0,1031639.0,922096.0,648165.0,9744.0,79611.0,44751.0 +2021 06 Mar,7692944.0,563332.0,438270.0,339101.0,1942962.0,411264.0,494711.0,745871.0,1032143.0,930832.0,657629.0,10017.0,79653.0,47159.0 +2021 07 Mar,7745353.0,568729.0,442309.0,341978.0,1943326.0,415464.0,501872.0,768894.0,1032255.0,932904.0,660366.0,10066.0,79660.0,47530.0 +2021 08 Mar,7807744.0,574021.0,446782.0,344974.0,1944005.0,419601.0,511266.0,796894.0,1032507.0,936271.0,663383.0,10094.0,79751.0,48195.0 +2021 09 Mar,7876743.0,580923.0,451745.0,348586.0,1944768.0,425082.0,525560.0,821821.0,1032990.0,939421.0,666792.0,10192.0,79849.0,49014.0 +2021 10 Mar,7956074.0,589806.0,458360.0,353227.0,1945594.0,431991.0,544117.0,846958.0,1033452.0,942368.0,670075.0,10353.0,79947.0,49826.0 +2021 11 Mar,8035216.0,596855.0,463841.0,357588.0,1946392.0,439418.0,566832.0,871255.0,1033858.0,945126.0,672742.0,10654.0,80024.0,50631.0 +2021 12 Mar,8166697.0,610967.0,474677.0,365792.0,1947491.0,456911.0,603183.0,903854.0,1034327.0,949410.0,676942.0,11004.0,80164.0,51975.0 +2021 13 Mar,8368535.0,632023.0,489461.0,377314.0,1948632.0,494977.0,663509.0,945343.0,1034684.0,954821.0,682164.0,11592.0,80192.0,53823.0 +2021 14 Mar,8463672.0,641431.0,496216.0,382473.0,1949066.0,509208.0,695338.0,966847.0,1034810.0,957593.0,684390.0,11711.0,80199.0,54390.0 +2021 15 Mar,8598177.0,653765.0,505057.0,388997.0,1949689.0,527534.0,751926.0,990318.0,1035076.0,961100.0,687477.0,11753.0,80241.0,55244.0 +2021 16 Mar,8755327.0,669298.0,515578.0,396928.0,1950368.0,558887.0,815843.0,1010401.0,1035398.0,964061.0,690165.0,11879.0,80339.0,56182.0 +2021 17 Mar,8921759.0,686749.0,526785.0,405356.0,1951047.0,605668.0,874356.0,1027103.0,1035706.0,966434.0,692951.0,12145.0,80423.0,57036.0 +2021 18 Mar,9120230.0,706685.0,538762.0,414351.0,1951803.0,680680.0,932225.0,1044127.0,1036098.0,969017.0,695555.0,12523.0,80542.0,57862.0 +2021 19 Mar,9336040.0,731290.0,552300.0,424074.0,1952524.0,759941.0,995449.0,1062306.0,1036448.0,971299.0,698334.0,12747.0,80640.0,58688.0 +2021 20 Mar,9634807.0,767375.0,569611.0,437843.0,1953224.0,889553.0,1068788.0,1082193.0,1036721.0,974323.0,701792.0,13041.0,80668.0,59675.0 +2021 21 Mar,9760870.0,784749.0,578130.0,444850.0,1953518.0,937125.0,1103228.0,1090425.0,1036826.0,975212.0,703073.0,13097.0,80682.0,59955.0 +2021 22 Mar,9873115.0,799687.0,586565.0,451444.0,1953917.0,979482.0,1132425.0,1097460.0,1037008.0,976290.0,704634.0,13174.0,80717.0,60312.0 +2021 23 Mar,9986557.0,817635.0,596008.0,458808.0,1954407.0,1021846.0,1158311.0,1103529.0,1037260.0,977417.0,706363.0,13440.0,80801.0,60732.0 +2021 24 Mar,10098844.0,839153.0,606060.0,467061.0,1954974.0,1060759.0,1180438.0,1109717.0,1037554.0,978593.0,708400.0,14070.0,80885.0,61180.0 +2021 25 Mar,10217382.0,866390.0,617771.0,476315.0,1955597.0,1099735.0,1200612.0,1115394.0,1037904.0,979790.0,710388.0,14812.0,80997.0,61677.0 +2021 26 Mar,10350928.0,901432.0,631358.0,486738.0,1956269.0,1140860.0,1222284.0,1121400.0,1038233.0,980952.0,712691.0,15386.0,81116.0,62209.0 +2021 27 Mar,10531507.0,958356.0,649915.0,501242.0,1957018.0,1193353.0,1246798.0,1128463.0,1038548.0,982422.0,715218.0,15995.0,81179.0,63000.0 +2021 28 Mar,10626238.0,989387.0,660471.0,509159.0,1957326.0,1218462.0,1260742.0,1131795.0,1038681.0,983101.0,716415.0,16163.0,81200.0,63336.0 +2021 29 Mar,10700123.0,1011675.0,669214.0,516362.0,1957725.0,1237579.0,1271228.0,1134784.0,1038877.0,983815.0,717682.0,16219.0,81277.0,63686.0 +2021 30 Mar,10772972.0,1035650.0,678685.0,524160.0,1958201.0,1254211.0,1280048.0,1137472.0,1039262.0,984620.0,718879.0,16429.0,81354.0,64001.0 +2021 31 Mar,10847914.0,1059464.0,689192.0,532833.0,1958775.0,1271116.0,1288518.0,1139859.0,1039556.0,985418.0,720384.0,16947.0,81445.0,64407.0 +2021 01 Apr,10898279.0,1078350.0,696563.0,538769.0,1959244.0,1278641.0,1294300.0,1141357.0,1039892.0,985950.0,721476.0,17507.0,81522.0,64708.0 +2021 02 Apr,10929282.0,1087646.0,702618.0,542710.0,1959552.0,1283142.0,1298892.0,1142253.0,1040081.0,986195.0,721952.0,17822.0,81550.0,64869.0 +2021 03 Apr,10960425.0,1096410.0,708043.0,546952.0,1959776.0,1288280.0,1303925.0,1143310.0,1040242.0,986447.0,722428.0,18046.0,81585.0,64981.0 +2021 04 Apr,10975314.0,1100666.0,710773.0,549164.0,1959867.0,1290429.0,1306473.0,1143779.0,1040284.0,986559.0,722638.0,18067.0,81585.0,65030.0 +2021 05 Apr,10982426.0,1102962.0,711872.0,550137.0,1959923.0,1291353.0,1307565.0,1144052.0,1040312.0,986629.0,722806.0,18151.0,81592.0,65072.0 +2021 06 Apr,11001326.0,1111565.0,714574.0,552209.0,1960217.0,1293327.0,1309266.0,1144626.0,1040466.0,986874.0,723240.0,18172.0,81641.0,65149.0 +2021 07 Apr,11025630.0,1121379.0,718704.0,554736.0,1960623.0,1296113.0,1311219.0,1145543.0,1040802.0,987203.0,723933.0,18382.0,81697.0,65296.0 +2021 08 Apr,11046546.0,1129548.0,722428.0,556458.0,1961106.0,1298696.0,1312913.0,1146495.0,1041054.0,987546.0,724493.0,18606.0,81774.0,65429.0 +2021 09 Apr,11072593.0,1140055.0,727027.0,557928.0,1961575.0,1302350.0,1315188.0,1147538.0,1041320.0,987938.0,725214.0,18991.0,81872.0,65597.0 +2021 10 Apr,11103113.0,1154566.0,732179.0,559615.0,1962030.0,1306277.0,1317379.0,1148378.0,1041523.0,988323.0,725879.0,19334.0,81893.0,65737.0 +2021 11 Apr,11117715.0,1162007.0,734776.0,560476.0,1962226.0,1307929.0,1318142.0,1148742.0,1041607.0,988463.0,726152.0,19495.0,81907.0,65793.0 +2021 12 Apr,11126696.0,1165318.0,736589.0,561155.0,1962492.0,1309070.0,1318835.0,1149092.0,1041726.0,988652.0,726439.0,19544.0,81956.0,65828.0 +2021 13 Apr,11142873.0,1175069.0,738948.0,561778.0,1962821.0,1310218.0,1319584.0,1149484.0,1041859.0,988869.0,726754.0,19600.0,82005.0,65884.0 +2021 14 Apr,11172812.0,1197091.0,741720.0,563325.0,1963185.0,1311380.0,1320326.0,1149848.0,1042027.0,989086.0,727104.0,19698.0,82068.0,65954.0 +2021 15 Apr,11211732.0,1228864.0,743925.0,564452.0,1963570.0,1312598.0,1321075.0,1150226.0,1042209.0,989317.0,727496.0,19845.0,82117.0,66038.0 +2021 16 Apr,11252759.0,1261652.0,746403.0,566083.0,1964088.0,1313816.0,1321866.0,1150618.0,1042426.0,989548.0,727888.0,20083.0,82173.0,66115.0 +2021 17 Apr,11299736.0,1300131.0,749238.0,567574.0,1964480.0,1315174.0,1322699.0,1151038.0,1042622.0,989779.0,728259.0,20363.0,82180.0,66199.0 +2021 18 Apr,11330501.0,1323658.0,753319.0,568673.0,1964683.0,1315846.0,1323105.0,1151220.0,1042706.0,989884.0,728462.0,20517.0,82187.0,66241.0 +2021 19 Apr,11359705.0,1348921.0,754579.0,569331.0,1964921.0,1316469.0,1323518.0,1151451.0,1042804.0,990003.0,728665.0,20545.0,82215.0,66283.0 +2021 20 Apr,11387978.0,1372343.0,756406.0,570045.0,1965180.0,1317148.0,1323938.0,1151696.0,1042923.0,990185.0,728945.0,20594.0,82243.0,66332.0 +2021 21 Apr,11422005.0,1399734.0,759227.0,570990.0,1965523.0,1317988.0,1324456.0,1151990.0,1043063.0,990367.0,729274.0,20713.0,82278.0,66402.0 +2021 22 Apr,11459994.0,1429750.0,762349.0,572831.0,1965943.0,1318870.0,1325044.0,1152277.0,1043196.0,990549.0,729596.0,20825.0,82299.0,66465.0 +2021 23 Apr,11500594.0,1458905.0,769048.0,574308.0,1966356.0,1319885.0,1325618.0,1152606.0,1043301.0,990780.0,729953.0,20965.0,82327.0,66542.0 +2021 24 Apr,11552751.0,1498980.0,775796.0,576023.0,1966783.0,1321019.0,1326311.0,1152942.0,1043385.0,991004.0,730352.0,21210.0,82334.0,66612.0 +2021 25 Apr,11577895.0,1518321.0,778638.0,577024.0,1967105.0,1321593.0,1326661.0,1153145.0,1043427.0,991116.0,730548.0,21322.0,82341.0,66654.0 +2021 26 Apr,11600491.0,1535835.0,781011.0,577759.0,1967322.0,1322160.0,1327067.0,1153348.0,1043518.0,991256.0,730807.0,21364.0,82355.0,66689.0 +2021 27 Apr,11634623.0,1563464.0,784063.0,578753.0,1967609.0,1322867.0,1327592.0,1153600.0,1043609.0,991431.0,731115.0,21420.0,82369.0,66731.0 +2021 28 Apr,11671870.0,1593067.0,787822.0,580020.0,1967917.0,1323553.0,1328061.0,1153852.0,1043686.0,991669.0,731472.0,21560.0,82397.0,66794.0 +2021 29 Apr,11714710.0,1625120.0,794199.0,581455.0,1968260.0,1324302.0,1328593.0,1154153.0,1043812.0,991935.0,731864.0,21707.0,82439.0,66871.0 +2021 30 Apr,11756934.0,1657663.0,799645.0,582918.0,1968533.0,1325142.0,1329118.0,1154433.0,1043889.0,992159.0,732228.0,21819.0,82453.0,66934.0 +2021 01 May,11801426.0,1694735.0,803866.0,583800.0,1968764.0,1325835.0,1329552.0,1154657.0,1043938.0,992362.0,732522.0,21938.0,82460.0,66997.0 +2021 02 May,11828754.0,1717709.0,806442.0,584311.0,1968848.0,1326241.0,1329783.0,1154776.0,1043959.0,992467.0,732676.0,22057.0,82467.0,67018.0 +2021 03 May,11850804.0,1737155.0,808094.0,584528.0,1968925.0,1326493.0,1329916.0,1154853.0,1043980.0,992544.0,732760.0,22057.0,82467.0,67032.0 +2021 04 May,11886749.0,1768382.0,810908.0,584962.0,1969079.0,1326934.0,1330196.0,1155014.0,1044036.0,992691.0,732942.0,22078.0,82474.0,67053.0 +2021 05 May,11927321.0,1800113.0,816585.0,585970.0,1969268.0,1327522.0,1330602.0,1155252.0,1044120.0,992901.0,733208.0,22183.0,82495.0,67102.0 +2021 06 May,11965674.0,1828715.0,821716.0,587818.0,1969492.0,1328194.0,1331099.0,1155567.0,1044211.0,993202.0,733572.0,22393.0,82516.0,67179.0 +2021 07 May,12009851.0,1861762.0,828023.0,590023.0,1969681.0,1328957.0,1331568.0,1155875.0,1044281.0,993440.0,733901.0,22575.0,82537.0,67228.0 +2021 08 May,12062876.0,1904903.0,833826.0,591514.0,1969835.0,1329811.0,1332093.0,1156183.0,1044337.0,993657.0,734188.0,22687.0,82544.0,67298.0 +2021 09 May,12091170.0,1927863.0,837249.0,592158.0,1969905.0,1330259.0,1332373.0,1156323.0,1044358.0,993769.0,734328.0,22729.0,82544.0,67312.0 +2021 10 May,12118960.0,1949682.0,840518.0,593215.0,1969996.0,1330749.0,1332702.0,1156505.0,1044407.0,993930.0,734531.0,22813.0,82565.0,67347.0 +2021 11 May,12154513.0,1971333.0,848736.0,596421.0,1970136.0,1331421.0,1333185.0,1156778.0,1044463.0,994133.0,734888.0,23023.0,82586.0,67410.0 +2021 12 May,12215042.0,1993635.0,876666.0,603169.0,1970346.0,1332289.0,1333815.0,1157170.0,1044561.0,994378.0,735413.0,23471.0,82607.0,67522.0 +2021 13 May,12284006.0,2018639.0,908096.0,611793.0,1970563.0,1333255.0,1334515.0,1157611.0,1044631.0,994623.0,735952.0,24066.0,82628.0,67634.0 +2021 14 May,12355784.0,2045848.0,941675.0,619150.0,1970738.0,1334270.0,1335131.0,1158045.0,1044694.0,994854.0,736484.0,24507.0,82656.0,67732.0 +2021 15 May,12437593.0,2077523.0,980441.0,626626.0,1970927.0,1335390.0,1335859.0,1158486.0,1044750.0,995064.0,737023.0,24997.0,82663.0,67844.0 +2021 16 May,12478998.0,2092965.0,999999.0,631008.0,1971018.0,1335992.0,1336223.0,1158710.0,1044778.0,995176.0,737289.0,25284.0,82670.0,67886.0 +2021 17 May,12508230.0,2104501.0,1013306.0,633612.0,1971109.0,1336489.0,1336531.0,1158983.0,1044827.0,995288.0,737548.0,25431.0,82677.0,67928.0 +2021 18 May,12565259.0,2117773.0,1046381.0,641585.0,1971256.0,1337210.0,1337028.0,1159305.0,1044883.0,995477.0,737975.0,25697.0,82698.0,67991.0 +2021 19 May,12659654.0,2134965.0,1106539.0,654682.0,1971452.0,1338281.0,1337749.0,1159760.0,1044967.0,995736.0,738535.0,26187.0,82705.0,68096.0 +2021 20 May,12747980.0,2149882.0,1163995.0,666876.0,1971648.0,1339289.0,1338435.0,1160257.0,1045065.0,995960.0,739088.0,26586.0,82726.0,68173.0 +2021 21 May,12816426.0,2162986.0,1208949.0,674177.0,1971809.0,1340150.0,1338981.0,1160712.0,1045142.0,996121.0,739550.0,26859.0,82747.0,68243.0 +2021 22 May,12882093.0,2178428.0,1250620.0,679637.0,1971963.0,1341144.0,1339625.0,1161153.0,1045191.0,996310.0,739914.0,27062.0,82754.0,68292.0 +2021 23 May,12920761.0,2185428.0,1278011.0,682367.0,1972040.0,1341662.0,1339954.0,1161377.0,1045212.0,996394.0,740103.0,27139.0,82754.0,68320.0 +2021 24 May,12957007.0,2191448.0,1304779.0,684124.0,1972131.0,1342187.0,1340290.0,1161650.0,1045247.0,996506.0,740320.0,27209.0,82761.0,68355.0 +2021 25 May,13017081.0,2198581.0,1347528.0,691852.0,1972257.0,1342852.0,1340829.0,1161972.0,1045303.0,996660.0,740670.0,27384.0,82768.0,68425.0 +2021 26 May,13099835.0,2206106.0,1405992.0,705418.0,1972439.0,1343657.0,1341480.0,1162336.0,1045380.0,996835.0,741160.0,27755.0,82775.0,68502.0 +2021 27 May,13183947.0,2213778.0,1467592.0,717087.0,1972593.0,1344497.0,1342159.0,1162707.0,1045471.0,997024.0,741650.0,28021.0,82789.0,68579.0 +2021 28 May,13249411.0,2220575.0,1516389.0,724262.0,1972754.0,1345246.0,1342698.0,1163057.0,1045534.0,997199.0,742077.0,28189.0,82796.0,68635.0 +2021 29 May,13305803.0,2227183.0,1556947.0,730933.0,1972873.0,1346009.0,1343293.0,1163393.0,1045569.0,997339.0,742441.0,28343.0,82803.0,68677.0 +2021 30 May,13345472.0,2230711.0,1587404.0,735182.0,1972929.0,1346408.0,1343629.0,1163589.0,1045583.0,997423.0,742658.0,28462.0,82803.0,68691.0 +2021 31 May,13373864.0,2232783.0,1606353.0,741468.0,1972971.0,1346709.0,1343867.0,1163722.0,1045597.0,997479.0,742791.0,28616.0,82803.0,68705.0 +2021 01 Jun,13403789.0,2235562.0,1627297.0,746305.0,1973041.0,1347101.0,1344210.0,1163904.0,1045625.0,997556.0,742952.0,28707.0,82810.0,68719.0 +2021 02 Jun,13454630.0,2239069.0,1661730.0,757232.0,1973146.0,1347640.0,1344623.0,1164107.0,1045667.0,997661.0,743239.0,28931.0,82817.0,68768.0 +2021 03 Jun,13510084.0,2242464.0,1697990.0,770714.0,1973258.0,1348249.0,1345085.0,1164373.0,1045730.0,997787.0,743547.0,29253.0,82824.0,68810.0 +2021 04 Jun,13564726.0,2245726.0,1733004.0,784980.0,1973349.0,1348823.0,1345561.0,1164604.0,1045758.0,997899.0,743799.0,29540.0,82831.0,68852.0 +2021 05 Jun,13632479.0,2250234.0,1773226.0,805203.0,1973461.0,1349586.0,1346156.0,1164863.0,1045807.0,998032.0,744156.0,30016.0,82831.0,68908.0 +2021 06 Jun,13670587.0,2252817.0,1797530.0,814926.0,1973517.0,1349978.0,1346478.0,1165003.0,1045828.0,998095.0,744373.0,30282.0,82831.0,68929.0 +2021 07 Jun,13705531.0,2255204.0,1820539.0,822983.0,1973587.0,1350398.0,1346786.0,1165150.0,1045856.0,998179.0,744583.0,30464.0,82838.0,68964.0 +2021 08 Jun,13744955.0,2257605.0,1843184.0,835723.0,1973685.0,1350811.0,1347101.0,1165304.0,1045891.0,998277.0,744814.0,30730.0,82838.0,68992.0 +2021 09 Jun,13804805.0,2260713.0,1867943.0,865543.0,1973783.0,1351371.0,1347486.0,1165535.0,1045940.0,998389.0,745150.0,31059.0,82852.0,69041.0 +2021 10 Jun,13867322.0,2263688.0,1893451.0,897533.0,1973902.0,1351889.0,1347829.0,1165745.0,1045996.0,998508.0,745458.0,31339.0,82866.0,69118.0 +2021 11 Jun,13930938.0,2266971.0,1920065.0,929096.0,1974021.0,1352449.0,1348221.0,1165913.0,1046038.0,998634.0,745773.0,31717.0,82873.0,69167.0 +2021 12 Jun,14016793.0,2270786.0,1948023.0,980294.0,1974119.0,1353072.0,1348690.0,1166151.0,1046087.0,998725.0,746172.0,32543.0,82880.0,69251.0 +2021 13 Jun,14065667.0,2272851.0,1963696.0,1009869.0,1974182.0,1353408.0,1348942.0,1166270.0,1046108.0,998774.0,746354.0,33054.0,82880.0,69279.0 +2021 14 Jun,14106316.0,2274678.0,1976352.0,1034719.0,1974252.0,1353737.0,1349201.0,1166375.0,1046143.0,998837.0,746515.0,33299.0,82887.0,69321.0 +2021 15 Jun,14160580.0,2276967.0,1990821.0,1070300.0,1974343.0,1354185.0,1349488.0,1166529.0,1046185.0,998914.0,746739.0,33852.0,82887.0,69370.0 +2021 16 Jun,14226373.0,2279515.0,2005017.0,1117228.0,1974462.0,1354633.0,1349796.0,1166711.0,1046227.0,998998.0,747026.0,34440.0,82894.0,69426.0 +2021 17 Jun,14305543.0,2282154.0,2020942.0,1175426.0,1974553.0,1355116.0,1350111.0,1166893.0,1046269.0,999110.0,747369.0,35203.0,82901.0,69496.0 +2021 18 Jun,14380730.0,2284905.0,2035432.0,1231062.0,1974644.0,1355529.0,1350454.0,1167068.0,1046325.0,999194.0,747698.0,35959.0,82908.0,69552.0 +2021 19 Jun,14477463.0,2288587.0,2051847.0,1303722.0,1974735.0,1356180.0,1350916.0,1167306.0,1046360.0,999299.0,748104.0,37856.0,82915.0,69636.0 +2021 20 Jun,14533582.0,2290085.0,2059638.0,1348753.0,1974784.0,1356439.0,1351091.0,1167404.0,1046388.0,999327.0,748265.0,38822.0,82915.0,69671.0 +2021 21 Jun,14580972.0,2291653.0,2066316.0,1386077.0,1974819.0,1356719.0,1351245.0,1167502.0,1046402.0,999376.0,748433.0,39795.0,82922.0,69713.0 +2021 22 Jun,14641249.0,2293592.0,2074254.0,1433698.0,1974896.0,1357083.0,1351518.0,1167621.0,1046430.0,999453.0,748713.0,41286.0,82929.0,69776.0 +2021 23 Jun,14709205.0,2295594.0,2083221.0,1487619.0,1974966.0,1357461.0,1351777.0,1167775.0,1046465.0,999530.0,748972.0,43043.0,82936.0,69846.0 +2021 24 Jun,14779338.0,2297778.0,2092104.0,1543318.0,1975071.0,1357853.0,1352050.0,1167936.0,1046507.0,999628.0,749273.0,44954.0,82950.0,69916.0 +2021 25 Jun,14843738.0,2300137.0,2100931.0,1593235.0,1975148.0,1358329.0,1352358.0,1168090.0,1046542.0,999719.0,749595.0,46718.0,82957.0,69979.0 +2021 26 Jun,14923349.0,2303714.0,2112194.0,1653246.0,1975267.0,1359106.0,1352855.0,1168370.0,1046591.0,999866.0,750001.0,49105.0,82964.0,70070.0 +2021 27 Jun,14970585.0,2305646.0,2118284.0,1689653.0,1975323.0,1359512.0,1353100.0,1168496.0,1046612.0,999943.0,750211.0,50722.0,82964.0,70119.0 +2021 28 Jun,15005235.0,2306962.0,2122526.0,1716764.0,1975379.0,1359757.0,1353289.0,1168601.0,1046640.0,999985.0,750393.0,51814.0,82971.0,70154.0 +2021 29 Jun,15045933.0,2308495.0,2127944.0,1748026.0,1975435.0,1360065.0,1353499.0,1168720.0,1046668.0,1000055.0,750631.0,53200.0,82978.0,70217.0 +2021 30 Jun,15089963.0,2310336.0,2134405.0,1780765.0,1975519.0,1360457.0,1353758.0,1168881.0,1046696.0,1000125.0,750918.0,54852.0,82978.0,70273.0 +2021 01 Jul,15135946.0,2312142.0,2140740.0,1815576.0,1975617.0,1360800.0,1354052.0,1169021.0,1046731.0,1000223.0,751205.0,56525.0,82985.0,70329.0 +2021 02 Jul,15172073.0,2313878.0,2146207.0,1842134.0,1975687.0,1361136.0,1354276.0,1169147.0,1046759.0,1000307.0,751422.0,57743.0,82992.0,70385.0 +2021 03 Jul,15217846.0,2316118.0,2152892.0,1875916.0,1975764.0,1361619.0,1354563.0,1169301.0,1046780.0,1000391.0,751695.0,59353.0,82999.0,70455.0 +2021 04 Jul,15241632.0,2317168.0,2156266.0,1893703.0,1975806.0,1361864.0,1354703.0,1169378.0,1046787.0,1000426.0,751814.0,60228.0,82999.0,70490.0 +2021 05 Jul,15262898.0,2318274.0,2159402.0,1909061.0,1975841.0,1362130.0,1354850.0,1169462.0,1046808.0,1000475.0,751975.0,61096.0,82999.0,70525.0 +2021 06 Jul,15289239.0,2319618.0,2163413.0,1927947.0,1975897.0,1362403.0,1355025.0,1169574.0,1046829.0,1000524.0,752171.0,62272.0,82999.0,70567.0 +2021 07 Jul,15317288.0,2321242.0,2168285.0,1947085.0,1975974.0,1362732.0,1355256.0,1169735.0,1046864.0,1000580.0,752395.0,63497.0,83013.0,70630.0 +2021 08 Jul,15347143.0,2322936.0,2173227.0,1967679.0,1976058.0,1363075.0,1355501.0,1169868.0,1046885.0,1000664.0,752647.0,64932.0,83013.0,70658.0 +2021 09 Jul,15374506.0,2324721.0,2178323.0,1985732.0,1976156.0,1363460.0,1355739.0,1170001.0,1046920.0,1000734.0,752913.0,66087.0,83020.0,70700.0 +2021 10 Jul,15404613.0,2326975.0,2184147.0,2004996.0,1976240.0,1363950.0,1356026.0,1170148.0,1046948.0,1000818.0,753186.0,67389.0,83020.0,70770.0 +2021 11 Jul,15418235.0,2327969.0,2186849.0,2013634.0,1976268.0,1364167.0,1356173.0,1170232.0,1046955.0,1000867.0,753312.0,68005.0,83020.0,70784.0 +2021 12 Jul,15431297.0,2328928.0,2189418.0,2021922.0,1976303.0,1364384.0,1356306.0,1170288.0,1046976.0,1000902.0,753438.0,68607.0,83027.0,70798.0 +2021 13 Jul,15447103.0,2329992.0,2192582.0,2031946.0,1976366.0,1364615.0,1356446.0,1170386.0,1046997.0,1000958.0,753606.0,69363.0,83027.0,70819.0 +2021 14 Jul,15466297.0,2331301.0,2196481.0,2043888.0,1976450.0,1364923.0,1356628.0,1170512.0,1047025.0,1001021.0,753816.0,70364.0,83027.0,70861.0 +2021 15 Jul,15485624.0,2332750.0,2200716.0,2055459.0,1976513.0,1365224.0,1356866.0,1170638.0,1047053.0,1001105.0,754068.0,71281.0,83034.0,70917.0 +2021 16 Jul,15504020.0,2334297.0,2205280.0,2065770.0,1976583.0,1365567.0,1357076.0,1170778.0,1047081.0,1001182.0,754292.0,72100.0,83041.0,70973.0 +2021 17 Jul,15527848.0,2336285.0,2210579.0,2079581.0,1976667.0,1366015.0,1357419.0,1170946.0,1047116.0,1001252.0,754551.0,73367.0,83041.0,71029.0 +2021 18 Jul,15538978.0,2337209.0,2213204.0,2085895.0,1976702.0,1366218.0,1357545.0,1171009.0,1047123.0,1001301.0,754642.0,74039.0,83041.0,71050.0 +2021 19 Jul,15549884.0,2338140.0,2215787.0,2092188.0,1976737.0,1366421.0,1357664.0,1171065.0,1047137.0,1001336.0,754740.0,74550.0,83048.0,71071.0 +2021 20 Jul,15561595.0,2339057.0,2218482.0,2098915.0,1976793.0,1366617.0,1357797.0,1171156.0,1047158.0,1001392.0,754859.0,75243.0,83048.0,71078.0 +2021 21 Jul,15575595.0,2340233.0,2221583.0,2106972.0,1976849.0,1366855.0,1357972.0,1171254.0,1047186.0,1001441.0,755006.0,76069.0,83055.0,71120.0 +2021 22 Jul,15589133.0,2341346.0,2224670.0,2114560.0,1976912.0,1367128.0,1358133.0,1171373.0,1047207.0,1001490.0,755181.0,76930.0,83055.0,71148.0 +2021 23 Jul,15602034.0,2342508.0,2227757.0,2121511.0,1976975.0,1367366.0,1358301.0,1171471.0,1047221.0,1001539.0,755335.0,77805.0,83062.0,71183.0 +2021 24 Jul,15617063.0,2343894.0,2231341.0,2129526.0,1977024.0,1367660.0,1358511.0,1171583.0,1047228.0,1001602.0,755503.0,78918.0,83062.0,71211.0 +2021 25 Jul,15625631.0,2344636.0,2233364.0,2134279.0,1977038.0,1367821.0,1358616.0,1171639.0,1047235.0,1001623.0,755587.0,79499.0,83062.0,71232.0 +2021 26 Jul,15634360.0,2345329.0,2235338.0,2139095.0,1977073.0,1367996.0,1358714.0,1171695.0,1047249.0,1001658.0,755699.0,80192.0,83069.0,71253.0 +2021 27 Jul,15644027.0,2346120.0,2237620.0,2144233.0,1977108.0,1368171.0,1358847.0,1171765.0,1047263.0,1001700.0,755825.0,81032.0,83069.0,71274.0 +2021 28 Jul,15655465.0,2347058.0,2240266.0,2150323.0,1977150.0,1368395.0,1358973.0,1171835.0,1047291.0,1001742.0,755965.0,82089.0,83076.0,71302.0 +2021 29 Jul,15666868.0,2347975.0,2242751.0,2156448.0,1977220.0,1368626.0,1359120.0,1171919.0,1047298.0,1001791.0,756126.0,83174.0,83076.0,71344.0 +2021 30 Jul,15677130.0,2348857.0,2245194.0,2161670.0,1977255.0,1368822.0,1359267.0,1172003.0,1047319.0,1001840.0,756252.0,84189.0,83076.0,71386.0 +2021 31 Jul,15690248.0,2349991.0,2248288.0,2168166.0,1977304.0,1369095.0,1359428.0,1172080.0,1047340.0,1001896.0,756420.0,85736.0,83083.0,71421.0 +2021 01 Aug,15697521.0,2350537.0,2250045.0,2172121.0,1977325.0,1369214.0,1359505.0,1172122.0,1047347.0,1001903.0,756504.0,86380.0,83083.0,71435.0 +2021 02 Aug,15705067.0,2351230.0,2251809.0,2176104.0,1977346.0,1369361.0,1359596.0,1172185.0,1047361.0,1001945.0,756595.0,87003.0,83083.0,71449.0 +2021 03 Aug,15713733.0,2351916.0,2253804.0,2180633.0,1977395.0,1369529.0,1359722.0,1172241.0,1047382.0,1001987.0,756742.0,87815.0,83083.0,71484.0 +2021 04 Aug,15723708.0,2352679.0,2256100.0,2185729.0,1977437.0,1369718.0,1359841.0,1172325.0,1047410.0,1002029.0,756889.0,88949.0,83090.0,71512.0 +2021 05 Aug,15733557.0,2353449.0,2258305.0,2190867.0,1977479.0,1369914.0,1359974.0,1172409.0,1047431.0,1002071.0,757015.0,90006.0,83090.0,71547.0 +2021 06 Aug,15743063.0,2354303.0,2260601.0,2195473.0,1977514.0,1370117.0,1360135.0,1172493.0,1047459.0,1002120.0,757148.0,91042.0,83090.0,71568.0 +2021 07 Aug,15756748.0,2355297.0,2263422.0,2201276.0,1977570.0,1370376.0,1360296.0,1172598.0,1047473.0,1002162.0,757323.0,94262.0,83090.0,71603.0 +2021 08 Aug,15764329.0,2355780.0,2264885.0,2204447.0,1977584.0,1370516.0,1360387.0,1172633.0,1047473.0,1002190.0,757393.0,96341.0,83090.0,71610.0 +2021 09 Aug,15771665.0,2356361.0,2266586.0,2208094.0,1977612.0,1370656.0,1360492.0,1172689.0,1047487.0,1002204.0,757477.0,97293.0,83090.0,71624.0 +2021 10 Aug,15781024.0,2357026.0,2268462.0,2211811.0,1977661.0,1370817.0,1360611.0,1172759.0,1047508.0,1002239.0,757596.0,99792.0,83097.0,71645.0 +2021 11 Aug,15793001.0,2357838.0,2270548.0,2216242.0,1977696.0,1371006.0,1360737.0,1172843.0,1047522.0,1002281.0,757729.0,103796.0,83097.0,71666.0 +2021 12 Aug,15805482.0,2358636.0,2272655.0,2220582.0,1977745.0,1371202.0,1360863.0,1172948.0,1047543.0,1002330.0,757862.0,108332.0,83097.0,71687.0 +2021 13 Aug,15816115.0,2359273.0,2274566.0,2224348.0,1977787.0,1371363.0,1360954.0,1173025.0,1047557.0,1002372.0,757988.0,112077.0,83097.0,71708.0 +2021 14 Aug,15830367.0,2360064.0,2276750.0,2228562.0,1977822.0,1371545.0,1361080.0,1173095.0,1047571.0,1002414.0,758114.0,118496.0,83104.0,71750.0 +2021 15 Aug,15839768.0,2360491.0,2277933.0,2231257.0,1977829.0,1371643.0,1361136.0,1173130.0,1047578.0,1002428.0,758177.0,123305.0,83104.0,71757.0 +2021 16 Aug,15849190.0,2360995.0,2279284.0,2234337.0,1977857.0,1371776.0,1361213.0,1173193.0,1047585.0,1002456.0,758275.0,127337.0,83104.0,71778.0 +2021 17 Aug,15860691.0,2361555.0,2280782.0,2237655.0,1977885.0,1371909.0,1361304.0,1173249.0,1047592.0,1002484.0,758373.0,133000.0,83104.0,71799.0 +2021 18 Aug,15874936.0,2362157.0,2282469.0,2241351.0,1977913.0,1372070.0,1361409.0,1173305.0,1047606.0,1002526.0,758499.0,140700.0,83111.0,71820.0 +2021 19 Aug,15889671.0,2362766.0,2284135.0,2244977.0,1977955.0,1372217.0,1361514.0,1173368.0,1047620.0,1002568.0,758625.0,148974.0,83111.0,71841.0 +2021 20 Aug,15907087.0,2363368.0,2285969.0,2248589.0,1978004.0,1372357.0,1361619.0,1173431.0,1047641.0,1002610.0,758758.0,159768.0,83111.0,71862.0 +2021 21 Aug,15927982.0,2364159.0,2287929.0,2252894.0,1978039.0,1372546.0,1361745.0,1173515.0,1047655.0,1002652.0,758877.0,172963.0,83118.0,71890.0 +2021 22 Aug,15938818.0,2364502.0,2288972.0,2255295.0,1978053.0,1372644.0,1361794.0,1173550.0,1047662.0,1002666.0,758926.0,179725.0,83118.0,71911.0 +2021 23 Aug,15950816.0,2364929.0,2290148.0,2258060.0,1978067.0,1372749.0,1361892.0,1173592.0,1047676.0,1002694.0,759003.0,186963.0,83118.0,71925.0 +2021 24 Aug,15966972.0,2365496.0,2291730.0,2261567.0,1978109.0,1372889.0,1361983.0,1173648.0,1047690.0,1002729.0,759122.0,196938.0,83118.0,71953.0 +2021 25 Aug,15984094.0,2366098.0,2293319.0,2265018.0,1978137.0,1373043.0,1362081.0,1173718.0,1047711.0,1002757.0,759262.0,207851.0,83118.0,71981.0 +2021 26 Aug,15998584.0,2366742.0,2294915.0,2268469.0,1978172.0,1373204.0,1362193.0,1173788.0,1047718.0,1002799.0,759381.0,216083.0,83118.0,72002.0 +2021 27 Aug,16010666.0,2367330.0,2296476.0,2271542.0,1978207.0,1373351.0,1362284.0,1173837.0,1047739.0,1002834.0,759514.0,222397.0,83125.0,72030.0 +2021 28 Aug,16022937.0,2367911.0,2298086.0,2274748.0,1978228.0,1373477.0,1362368.0,1173879.0,1047746.0,1002862.0,759591.0,228872.0,83125.0,72044.0 +2021 29 Aug,16029615.0,2368233.0,2298940.0,2276540.0,1978235.0,1373547.0,1362417.0,1173907.0,1047746.0,1002876.0,759647.0,232344.0,83125.0,72058.0 +2021 30 Aug,16034739.0,2368478.0,2299619.0,2278017.0,1978242.0,1373603.0,1362452.0,1173928.0,1047753.0,1002883.0,759689.0,234885.0,83125.0,72065.0 +2021 31 Aug,16045365.0,2368940.0,2300837.0,2280649.0,1978277.0,1373708.0,1362522.0,1173984.0,1047760.0,1002904.0,759773.0,240807.0,83125.0,72079.0 +2021 01 Sep,16055396.0,2369374.0,2302062.0,2283477.0,1978305.0,1373827.0,1362613.0,1174026.0,1047767.0,1002932.0,759843.0,245938.0,83125.0,72107.0 diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination figures by priority status among each eligible group_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination figures by priority status among each eligible group_tpp.csv index 76a227b..ec9808c 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination figures by priority status among each eligible group_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination figures by priority status among each eligible group_tpp.csv @@ -1,262 +1,275 @@ covid_vacc_date,total,Priority groups,Others 2020 01 Dec,21.0,14.0,7.0 -2020 02 Dec,35.0,21.0,14.0 -2020 03 Dec,42.0,28.0,14.0 -2020 04 Dec,49.0,28.0,21.0 -2020 06 Dec,56.0,35.0,21.0 +2020 02 Dec,42.0,28.0,14.0 +2020 03 Dec,49.0,28.0,21.0 +2020 04 Dec,56.0,35.0,21.0 +2020 06 Dec,63.0,35.0,28.0 2020 07 Dec,70.0,42.0,28.0 2020 08 Dec,2296.0,1547.0,749.0 -2020 09 Dec,6783.0,4690.0,2093.0 -2020 10 Dec,11704.0,8190.0,3514.0 -2020 11 Dec,16660.0,11648.0,5012.0 -2020 12 Dec,21182.0,14518.0,6664.0 -2020 13 Dec,24710.0,16835.0,7875.0 -2020 14 Dec,29834.0,20349.0,9485.0 -2020 15 Dec,56056.0,44016.0,12040.0 -2020 16 Dec,97279.0,82131.0,15148.0 -2020 17 Dec,136430.0,117614.0,18816.0 -2020 18 Dec,164563.0,142177.0,22386.0 -2020 19 Dec,195860.0,170436.0,25424.0 -2020 20 Dec,226282.0,196791.0,29491.0 -2020 21 Dec,250348.0,215761.0,34587.0 -2020 22 Dec,284599.0,245343.0,39256.0 -2020 23 Dec,314993.0,269549.0,45444.0 -2020 24 Dec,325549.0,276983.0,48566.0 -2020 25 Dec,325605.0,277011.0,48594.0 -2020 26 Dec,325920.0,277123.0,48797.0 -2020 27 Dec,328013.0,278166.0,49847.0 -2020 28 Dec,331730.0,280112.0,51618.0 -2020 29 Dec,348908.0,292796.0,56112.0 -2020 30 Dec,393232.0,327159.0,66073.0 -2020 31 Dec,430626.0,354802.0,75824.0 -2021 01 Jan,439138.0,360654.0,78484.0 -2021 02 Jan,448343.0,366443.0,81900.0 -2021 03 Jan,455028.0,370167.0,84861.0 -2021 04 Jan,465759.0,375781.0,89978.0 -2021 05 Jan,486521.0,387338.0,99183.0 -2021 06 Jan,520583.0,408842.0,111741.0 -2021 07 Jan,601153.0,471499.0,129654.0 -2021 08 Jan,695149.0,546203.0,148946.0 -2021 09 Jan,777686.0,611583.0,166103.0 -2021 10 Jan,819581.0,642096.0,177485.0 -2021 11 Jan,863093.0,669179.0,193914.0 -2021 12 Jan,935655.0,721399.0,214256.0 -2021 13 Jan,1033886.0,797328.0,236558.0 -2021 14 Jan,1139733.0,878990.0,260743.0 -2021 15 Jan,1267588.0,979699.0,287889.0 -2021 16 Jan,1391460.0,1079806.0,311654.0 -2021 17 Jan,1455573.0,1126944.0,328629.0 -2021 18 Jan,1515766.0,1167145.0,348621.0 -2021 19 Jan,1635844.0,1264907.0,370937.0 -2021 20 Jan,1775319.0,1379434.0,395885.0 -2021 21 Jan,1919708.0,1498455.0,421253.0 -2021 22 Jan,2118886.0,1669360.0,449526.0 -2021 23 Jan,2317196.0,1844549.0,472647.0 -2021 24 Jan,2396107.0,1909572.0,486535.0 -2021 25 Jan,2472820.0,1969527.0,503293.0 -2021 26 Jan,2571338.0,2048690.0,522648.0 -2021 27 Jan,2667693.0,2126992.0,540701.0 -2021 28 Jan,2807014.0,2247686.0,559328.0 -2021 29 Jan,2993900.0,2414671.0,579229.0 -2021 30 Jan,3182683.0,2587361.0,595322.0 -2021 31 Jan,3295950.0,2688315.0,607635.0 -2021 01 Feb,3398682.0,2779567.0,619115.0 -2021 02 Feb,3517591.0,2886240.0,631351.0 -2021 03 Feb,3668413.0,3023622.0,644791.0 -2021 04 Feb,3831401.0,3171917.0,659484.0 -2021 05 Feb,3989349.0,3315648.0,673701.0 -2021 06 Feb,4191047.0,3504753.0,686294.0 -2021 07 Feb,4292701.0,3598910.0,693791.0 -2021 08 Feb,4388790.0,3687131.0,701659.0 -2021 09 Feb,4521174.0,3809631.0,711543.0 -2021 10 Feb,4663337.0,3940636.0,722701.0 -2021 11 Feb,4831974.0,4095798.0,736176.0 -2021 12 Feb,5008115.0,4255972.0,752143.0 -2021 13 Feb,5190332.0,4420822.0,769510.0 -2021 14 Feb,5267710.0,4488400.0,779310.0 -2021 15 Feb,5349414.0,4558554.0,790860.0 -2021 16 Feb,5479306.0,4669315.0,809991.0 -2021 17 Feb,5657162.0,4818037.0,839125.0 -2021 18 Feb,5816699.0,4947348.0,869351.0 -2021 19 Feb,5946283.0,5049590.0,896693.0 -2021 20 Feb,6071429.0,5146855.0,924574.0 -2021 21 Feb,6119603.0,5182849.0,936754.0 -2021 22 Feb,6180293.0,5229343.0,950950.0 -2021 23 Feb,6297634.0,5317088.0,980546.0 -2021 24 Feb,6459166.0,5439084.0,1020082.0 -2021 25 Feb,6635559.0,5571776.0,1063783.0 -2021 26 Feb,6821080.0,5711314.0,1109766.0 -2021 27 Feb,6966778.0,5817833.0,1148945.0 -2021 28 Feb,7032669.0,5866735.0,1165934.0 -2021 01 Mar,7089236.0,5908763.0,1180473.0 -2021 02 Mar,7155141.0,5959380.0,1195761.0 -2021 03 Mar,7255346.0,6031760.0,1223586.0 -2021 04 Mar,7390131.0,6132042.0,1258089.0 -2021 05 Mar,7534667.0,6237273.0,1297394.0 -2021 06 Mar,7687722.0,6346711.0,1341011.0 -2021 07 Mar,7740047.0,6386751.0,1353296.0 -2021 08 Mar,7802417.0,6436360.0,1366057.0 -2021 09 Mar,7871332.0,6489784.0,1381548.0 -2021 10 Mar,7950523.0,6548815.0,1401708.0 -2021 11 Mar,8029371.0,6610779.0,1418592.0 -2021 12 Mar,8160530.0,6708765.0,1451765.0 -2021 13 Mar,8361738.0,6862597.0,1499141.0 -2021 14 Mar,8456665.0,6936230.0,1520435.0 -2021 15 Mar,8591058.0,7042938.0,1548120.0 -2021 16 Mar,8748047.0,7165928.0,1582119.0 -2021 17 Mar,8914220.0,7295022.0,1619198.0 -2021 18 Mar,9112348.0,7452228.0,1660120.0 -2021 19 Mar,9327885.0,7619878.0,1708007.0 -2021 20 Mar,9626400.0,7851193.0,1775207.0 -2021 21 Mar,9752267.0,7944139.0,1808128.0 -2021 22 Mar,9864414.0,8026312.0,1838102.0 -2021 23 Mar,9977576.0,8104712.0,1872864.0 -2021 24 Mar,10089268.0,8176553.0,1912715.0 -2021 25 Mar,10207043.0,8246126.0,1960917.0 -2021 26 Mar,10340001.0,8320046.0,2019955.0 -2021 27 Mar,10519992.0,8409996.0,2109996.0 -2021 28 Mar,10614373.0,8455006.0,2159367.0 -2021 29 Mar,10688020.0,8490580.0,2197440.0 -2021 30 Mar,10760645.0,8521975.0,2238670.0 -2021 31 Mar,10834999.0,8553377.0,2281622.0 -2021 01 Apr,10884783.0,8570982.0,2313801.0 -2021 02 Apr,10915443.0,8582364.0,2333079.0 -2021 03 Apr,10946320.0,8594824.0,2351496.0 -2021 04 Apr,10961174.0,8600487.0,2360687.0 -2021 05 Apr,10968174.0,8603126.0,2365048.0 -2021 06 Apr,10987004.0,8608628.0,2378376.0 -2021 07 Apr,11011077.0,8616237.0,2394840.0 -2021 08 Apr,11031797.0,8623328.0,2408469.0 -2021 09 Apr,11057424.0,8632386.0,2425038.0 -2021 10 Apr,11087608.0,8641227.0,2446381.0 -2021 11 Apr,11102049.0,8644769.0,2457280.0 -2021 12 Apr,11110960.0,8647884.0,2463076.0 -2021 13 Apr,11127095.0,8651279.0,2475816.0 -2021 14 Apr,11156887.0,8654772.0,2502115.0 -2021 15 Apr,11195618.0,8658440.0,2537178.0 -2021 16 Apr,11236435.0,8662346.0,2574089.0 -2021 17 Apr,11283146.0,8666238.0,2616908.0 -2021 18 Apr,11313771.0,8668142.0,2645629.0 -2021 19 Apr,11342947.0,8670151.0,2672796.0 -2021 20 Apr,11371178.0,8672405.0,2698773.0 -2021 21 Apr,11405079.0,8675149.0,2729930.0 -2021 22 Apr,11442991.0,8678061.0,2764930.0 -2021 23 Apr,11483416.0,8681169.0,2802247.0 -2021 24 Apr,11535342.0,8684543.0,2850799.0 -2021 25 Apr,11560381.0,8686391.0,2873990.0 -2021 26 Apr,11582949.0,8688323.0,2894626.0 -2021 27 Apr,11616997.0,8690717.0,2926280.0 -2021 28 Apr,11654090.0,8693195.0,2960895.0 -2021 29 Apr,11696769.0,8696016.0,3000753.0 -2021 30 Apr,11738881.0,8698676.0,3040205.0 -2021 01 May,11783296.0,8700881.0,3082415.0 -2021 02 May,11810498.0,8702029.0,3108469.0 -2021 03 May,11832541.0,8702757.0,3129784.0 -2021 04 May,11868500.0,8704199.0,3164301.0 -2021 05 May,11908967.0,8706250.0,3202717.0 -2021 06 May,11946998.0,8708819.0,3238179.0 -2021 07 May,11991000.0,8711241.0,3279759.0 -2021 08 May,12043941.0,8713719.0,3330222.0 -2021 09 May,12072186.0,8714944.0,3357242.0 -2021 10 May,12099906.0,8716512.0,3383394.0 -2021 11 May,12135249.0,8718773.0,3416476.0 -2021 12 May,12195162.0,8721874.0,3473288.0 -2021 13 May,12263552.0,8725178.0,3538374.0 -2021 14 May,12334924.0,8728377.0,3606547.0 -2021 15 May,12416236.0,8731779.0,3684457.0 -2021 16 May,12457305.0,8733501.0,3723804.0 -2021 17 May,12486425.0,8735139.0,3751286.0 -2021 18 May,12543237.0,8737582.0,3805655.0 -2021 19 May,12637065.0,8741033.0,3896032.0 -2021 20 May,12725041.0,8744386.0,3980655.0 -2021 21 May,12793277.0,8747228.0,4046049.0 -2021 22 May,12858720.0,8750098.0,4108622.0 -2021 23 May,12897346.0,8751568.0,4145778.0 -2021 24 May,12933536.0,8753199.0,4180337.0 -2021 25 May,12993477.0,8755488.0,4237989.0 -2021 26 May,13075881.0,8758295.0,4317586.0 -2021 27 May,13159783.0,8761214.0,4398569.0 -2021 28 May,13225121.0,8763741.0,4461380.0 -2021 29 May,13281387.0,8766142.0,4515245.0 -2021 30 May,13320979.0,8767465.0,4553514.0 -2021 31 May,13349231.0,8768396.0,4580835.0 -2021 01 Jun,13379072.0,8769677.0,4609395.0 -2021 02 Jun,13429682.0,8771406.0,4658276.0 -2021 03 Jun,13484793.0,8773415.0,4711378.0 -2021 04 Jun,13539162.0,8775228.0,4763934.0 -2021 05 Jun,13606411.0,8777531.0,4828880.0 -2021 06 Jun,13644274.0,8778777.0,4865497.0 -2021 07 Jun,13679029.0,8780058.0,4898971.0 -2021 08 Jun,13718222.0,8781444.0,4936778.0 -2021 09 Jun,13777743.0,8783264.0,4994479.0 -2021 10 Jun,13840043.0,8785028.0,5055015.0 -2021 11 Jun,13903337.0,8786806.0,5116531.0 -2021 12 Jun,13988331.0,8788850.0,5199481.0 -2021 13 Jun,14036764.0,8789907.0,5246857.0 -2021 14 Jun,14077161.0,8790971.0,5286190.0 -2021 15 Jun,14130935.0,8792343.0,5338592.0 -2021 16 Jun,14196196.0,8793883.0,5402313.0 -2021 17 Jun,14274673.0,8795521.0,5479152.0 -2021 18 Jun,14349167.0,8797061.0,5552106.0 -2021 19 Jun,14443954.0,8799147.0,5644807.0 -2021 20 Jun,14499149.0,8799980.0,5699169.0 -2021 21 Jun,14545552.0,8800813.0,5744739.0 -2021 22 Jun,14604429.0,8802094.0,5802335.0 -2021 23 Jun,14670733.0,8803424.0,5867309.0 -2021 24 Jun,14738962.0,8804859.0,5934103.0 -2021 25 Jun,14801647.0,8806399.0,5995248.0 -2021 26 Jun,14878906.0,8808765.0,6070141.0 -2021 27 Jun,14924518.0,8809955.0,6114563.0 -2021 28 Jun,14958104.0,8810837.0,6147267.0 -2021 29 Jun,14997444.0,8811922.0,6185522.0 -2021 30 Jun,15039871.0,8813259.0,6226612.0 -2021 01 Jul,15084202.0,8814603.0,6269599.0 -2021 02 Jul,15119160.0,8815758.0,6303402.0 -2021 03 Jul,15163344.0,8817207.0,6346137.0 -2021 04 Jul,15186269.0,8817900.0,6368369.0 -2021 05 Jul,15206618.0,8818670.0,6387948.0 -2021 06 Jul,15231818.0,8819608.0,6412210.0 -2021 07 Jul,15258649.0,8820784.0,6437865.0 -2021 08 Jul,15287069.0,8821967.0,6465102.0 -2021 09 Jul,15313298.0,8823241.0,6490057.0 -2021 10 Jul,15342124.0,8824704.0,6517420.0 -2021 11 Jul,15355130.0,8825376.0,6529754.0 -2021 12 Jul,15367576.0,8826013.0,6541563.0 -2021 13 Jul,15382612.0,8826804.0,6555808.0 -2021 14 Jul,15400798.0,8827833.0,6572965.0 -2021 15 Jul,15419208.0,8828995.0,6590213.0 -2021 16 Jul,15436785.0,8830136.0,6606649.0 -2021 17 Jul,15459339.0,8831599.0,6627740.0 -2021 18 Jul,15469783.0,8832187.0,6637596.0 -2021 19 Jul,15480157.0,8832775.0,6647382.0 -2021 20 Jul,15491182.0,8833461.0,6657721.0 -2021 21 Jul,15504356.0,8834301.0,6670055.0 -2021 22 Jul,15517047.0,8835197.0,6681850.0 -2021 23 Jul,15529052.0,8836016.0,6693036.0 -2021 24 Jul,15542954.0,8836940.0,6706014.0 -2021 25 Jul,15550934.0,8837409.0,6713525.0 -2021 26 Jul,15558963.0,8837948.0,6721015.0 -2021 27 Jul,15567797.0,8838571.0,6729226.0 -2021 28 Jul,15578192.0,8839285.0,6738907.0 -2021 29 Jul,15588503.0,8840076.0,6748427.0 -2021 30 Jul,15597750.0,8840776.0,6756974.0 -2021 31 Jul,15609321.0,8841616.0,6767705.0 -2021 01 Aug,15615957.0,8841987.0,6773970.0 -2021 02 Aug,15622852.0,8842456.0,6780396.0 -2021 03 Aug,15630678.0,8843093.0,6787585.0 -2021 04 Aug,15639512.0,8843779.0,6795733.0 -2021 05 Aug,15648297.0,8844458.0,6803839.0 -2021 06 Aug,15656746.0,8845165.0,6811581.0 -2021 07 Aug,15667211.0,8846005.0,6821206.0 -2021 08 Aug,15672699.0,8846390.0,6826309.0 -2021 09 Aug,15679062.0,8846845.0,6832217.0 -2021 10 Aug,15685894.0,8847426.0,6838468.0 -2021 11 Aug,15693853.0,8848070.0,6845783.0 -2021 12 Aug,15701798.0,8848763.0,6853035.0 -2021 13 Aug,15708637.0,8849330.0,6859307.0 -2021 14 Aug,15716435.0,8849967.0,6866468.0 -2021 15 Aug,15721027.0,8850261.0,6870766.0 -2021 16 Aug,15726347.0,8850695.0,6875652.0 -2021 17 Aug,15732052.0,8851136.0,6880916.0 -2021 18 Aug,15738352.0,8851661.0,6886691.0 -2021 19 Aug,15738793.0,8851703.0,6887090.0 +2020 09 Dec,6790.0,4697.0,2093.0 +2020 10 Dec,11711.0,8197.0,3514.0 +2020 11 Dec,16674.0,11655.0,5019.0 +2020 12 Dec,21189.0,14525.0,6664.0 +2020 13 Dec,24717.0,16835.0,7882.0 +2020 14 Dec,29841.0,20349.0,9492.0 +2020 15 Dec,56021.0,43967.0,12054.0 +2020 16 Dec,97174.0,82005.0,15169.0 +2020 17 Dec,136262.0,117418.0,18844.0 +2020 18 Dec,164374.0,141939.0,22435.0 +2020 19 Dec,195615.0,170142.0,25473.0 +2020 20 Dec,225988.0,196434.0,29554.0 +2020 21 Dec,250026.0,215369.0,34657.0 +2020 22 Dec,284249.0,244923.0,39326.0 +2020 23 Dec,314657.0,269129.0,45528.0 +2020 24 Dec,325206.0,276549.0,48657.0 +2020 25 Dec,325255.0,276570.0,48685.0 +2020 26 Dec,325584.0,276689.0,48895.0 +2020 27 Dec,327677.0,277732.0,49945.0 +2020 28 Dec,331394.0,279678.0,51716.0 +2020 29 Dec,348537.0,292327.0,56210.0 +2020 30 Dec,392805.0,326606.0,66199.0 +2020 31 Dec,430171.0,354193.0,75978.0 +2021 01 Jan,438662.0,360017.0,78645.0 +2021 02 Jan,447867.0,365806.0,82061.0 +2021 03 Jan,454559.0,369523.0,85036.0 +2021 04 Jan,465283.0,375130.0,90153.0 +2021 05 Jan,486066.0,386680.0,99386.0 +2021 06 Jan,520121.0,408163.0,111958.0 +2021 07 Jan,600782.0,470848.0,129934.0 +2021 08 Jan,694694.0,545405.0,149289.0 +2021 09 Jan,777245.0,610736.0,166509.0 +2021 10 Jan,819140.0,641221.0,177919.0 +2021 11 Jan,862631.0,668241.0,194390.0 +2021 12 Jan,935214.0,720454.0,214760.0 +2021 13 Jan,1033501.0,796383.0,237118.0 +2021 14 Jan,1139278.0,877912.0,261366.0 +2021 15 Jan,1267007.0,978418.0,288589.0 +2021 16 Jan,1390802.0,1078364.0,312438.0 +2021 17 Jan,1454901.0,1125432.0,329469.0 +2021 18 Jan,1515059.0,1165549.0,349510.0 +2021 19 Jan,1635053.0,1263171.0,371882.0 +2021 20 Jan,1774451.0,1377551.0,396900.0 +2021 21 Jan,1918798.0,1496432.0,422366.0 +2021 22 Jan,2117864.0,1667141.0,450723.0 +2021 23 Jan,2316104.0,1842176.0,473928.0 +2021 24 Jan,2395036.0,1907157.0,487879.0 +2021 25 Jan,2471742.0,1967063.0,504679.0 +2021 26 Jan,2570232.0,2046135.0,524097.0 +2021 27 Jan,2666552.0,2124346.0,542206.0 +2021 28 Jan,2805964.0,2245068.0,560896.0 +2021 29 Jan,2992850.0,2411969.0,580881.0 +2021 30 Jan,3181668.0,2584617.0,597051.0 +2021 31 Jan,3295019.0,2685599.0,609420.0 +2021 01 Feb,3397751.0,2776788.0,620963.0 +2021 02 Feb,3516611.0,2883384.0,633227.0 +2021 03 Feb,3667377.0,3020640.0,646737.0 +2021 04 Feb,3830302.0,3168788.0,661514.0 +2021 05 Feb,3988166.0,3312386.0,675780.0 +2021 06 Feb,4189787.0,3501351.0,688436.0 +2021 07 Feb,4291518.0,3595557.0,695961.0 +2021 08 Feb,4387565.0,3683701.0,703864.0 +2021 09 Feb,4519907.0,3806110.0,713797.0 +2021 10 Feb,4661993.0,3937010.0,724983.0 +2021 11 Feb,4830693.0,4092144.0,738549.0 +2021 12 Feb,5006869.0,4252241.0,754628.0 +2021 13 Feb,5189121.0,4416986.0,772135.0 +2021 14 Feb,5266527.0,4484543.0,781984.0 +2021 15 Feb,5348231.0,4554648.0,793583.0 +2021 16 Feb,5478277.0,4665353.0,812924.0 +2021 17 Feb,5656462.0,4813991.0,842471.0 +2021 18 Feb,5816356.0,4943260.0,873096.0 +2021 19 Feb,5946276.0,5045439.0,900837.0 +2021 20 Feb,6071667.0,5142662.0,929005.0 +2021 21 Feb,6119918.0,5178642.0,941276.0 +2021 22 Feb,6180678.0,5225143.0,955535.0 +2021 23 Feb,6298453.0,5312846.0,985607.0 +2021 24 Feb,6460671.0,5434807.0,1025864.0 +2021 25 Feb,6637743.0,5567429.0,1070314.0 +2021 26 Feb,6824265.0,5706911.0,1117354.0 +2021 27 Feb,6970831.0,5813437.0,1157394.0 +2021 28 Feb,7036876.0,5862332.0,1174544.0 +2021 01 Mar,7093485.0,5904353.0,1189132.0 +2021 02 Mar,7159460.0,5954949.0,1204511.0 +2021 03 Mar,7259777.0,6027315.0,1232462.0 +2021 04 Mar,7394835.0,6127576.0,1267259.0 +2021 05 Mar,7539623.0,6232772.0,1306851.0 +2021 06 Mar,7692937.0,6342217.0,1350720.0 +2021 07 Mar,7745353.0,6382271.0,1363082.0 +2021 08 Mar,7807744.0,6431873.0,1375871.0 +2021 09 Mar,7876750.0,6485304.0,1391446.0 +2021 10 Mar,7956081.0,6544328.0,1411753.0 +2021 11 Mar,8035209.0,6606278.0,1428931.0 +2021 12 Mar,8166690.0,6704257.0,1462433.0 +2021 13 Mar,8368535.0,6858145.0,1510390.0 +2021 14 Mar,8463679.0,6931848.0,1531831.0 +2021 15 Mar,8598177.0,7038605.0,1559572.0 +2021 16 Mar,8755334.0,7161644.0,1593690.0 +2021 17 Mar,8921766.0,7290731.0,1631035.0 +2021 18 Mar,9120223.0,7447909.0,1672314.0 +2021 19 Mar,9336033.0,7615622.0,1720411.0 +2021 20 Mar,9634814.0,7846944.0,1787870.0 +2021 21 Mar,9760863.0,7940030.0,1820833.0 +2021 22 Mar,9873115.0,8022245.0,1850870.0 +2021 23 Mar,9986557.0,8100666.0,1885891.0 +2021 24 Mar,10098858.0,8172507.0,1926351.0 +2021 25 Mar,10217368.0,8242087.0,1975281.0 +2021 26 Mar,10350928.0,8316014.0,2034914.0 +2021 27 Mar,10531514.0,8406006.0,2125508.0 +2021 28 Mar,10626245.0,8451058.0,2175187.0 +2021 29 Mar,10700116.0,8486653.0,2213463.0 +2021 30 Mar,10772965.0,8518048.0,2254917.0 +2021 31 Mar,10847914.0,8549478.0,2298436.0 +2021 01 Apr,10898293.0,8567104.0,2331189.0 +2021 02 Apr,10929289.0,8578493.0,2350796.0 +2021 03 Apr,10960418.0,8590967.0,2369451.0 +2021 04 Apr,10975314.0,8596644.0,2378670.0 +2021 05 Apr,10982426.0,8599304.0,2383122.0 +2021 06 Apr,11001333.0,8604813.0,2396520.0 +2021 07 Apr,11025616.0,8612422.0,2413194.0 +2021 08 Apr,11046553.0,8619513.0,2427040.0 +2021 09 Apr,11072586.0,8628578.0,2444008.0 +2021 10 Apr,11103113.0,8637419.0,2465694.0 +2021 11 Apr,11117722.0,8640961.0,2476761.0 +2021 12 Apr,11126689.0,8644083.0,2482606.0 +2021 13 Apr,11142866.0,8647478.0,2495388.0 +2021 14 Apr,11172805.0,8650971.0,2521834.0 +2021 15 Apr,11211725.0,8654646.0,2557079.0 +2021 16 Apr,11252759.0,8658545.0,2594214.0 +2021 17 Apr,11299736.0,8662430.0,2637306.0 +2021 18 Apr,11330508.0,8664334.0,2666174.0 +2021 19 Apr,11359705.0,8666336.0,2693369.0 +2021 20 Apr,11387978.0,8668590.0,2719388.0 +2021 21 Apr,11422005.0,8671341.0,2750664.0 +2021 22 Apr,11460008.0,8674253.0,2785755.0 +2021 23 Apr,11500580.0,8677361.0,2823219.0 +2021 24 Apr,11552744.0,8680735.0,2872009.0 +2021 25 Apr,11577895.0,8682590.0,2895305.0 +2021 26 Apr,11600491.0,8684522.0,2915969.0 +2021 27 Apr,11634616.0,8686916.0,2947700.0 +2021 28 Apr,11671870.0,8689401.0,2982469.0 +2021 29 Apr,11714717.0,8692229.0,3022488.0 +2021 30 Apr,11756927.0,8694889.0,3062038.0 +2021 01 May,11801426.0,8697094.0,3104332.0 +2021 02 May,11828761.0,8698242.0,3130519.0 +2021 03 May,11850804.0,8698970.0,3151834.0 +2021 04 May,11886742.0,8700412.0,3186330.0 +2021 05 May,11927314.0,8702463.0,3224851.0 +2021 06 May,11965674.0,8705032.0,3260642.0 +2021 07 May,12009837.0,8707461.0,3302376.0 +2021 08 May,12062869.0,8709946.0,3352923.0 +2021 09 May,12091163.0,8711164.0,3379999.0 +2021 10 May,12118974.0,8712739.0,3406235.0 +2021 11 May,12154527.0,8715007.0,3439520.0 +2021 12 May,12215035.0,8718101.0,3496934.0 +2021 13 May,12284006.0,8721412.0,3562594.0 +2021 14 May,12355784.0,8724604.0,3631180.0 +2021 15 May,12437593.0,8728006.0,3709587.0 +2021 16 May,12478984.0,8729735.0,3749249.0 +2021 17 May,12508237.0,8731380.0,3776857.0 +2021 18 May,12565266.0,8733830.0,3831436.0 +2021 19 May,12659647.0,8737281.0,3922366.0 +2021 20 May,12747973.0,8740634.0,4007339.0 +2021 21 May,12816440.0,8743469.0,4072971.0 +2021 22 May,12882093.0,8746346.0,4135747.0 +2021 23 May,12920761.0,8747816.0,4172945.0 +2021 24 May,12957007.0,8749447.0,4207560.0 +2021 25 May,13017088.0,8751743.0,4265345.0 +2021 26 May,13099835.0,8754557.0,4345278.0 +2021 27 May,13183947.0,8757476.0,4426471.0 +2021 28 May,13249418.0,8760003.0,4489415.0 +2021 29 May,13305803.0,8762397.0,4543406.0 +2021 30 May,13345472.0,8763713.0,4581759.0 +2021 31 May,13373864.0,8764644.0,4609220.0 +2021 01 Jun,13403803.0,8765932.0,4637871.0 +2021 02 Jun,13454623.0,8767661.0,4686962.0 +2021 03 Jun,13510084.0,8769663.0,4740421.0 +2021 04 Jun,13564733.0,8771483.0,4793250.0 +2021 05 Jun,13632465.0,8773786.0,4858679.0 +2021 06 Jun,13670594.0,8775039.0,4895555.0 +2021 07 Jun,13705524.0,8776327.0,4929197.0 +2021 08 Jun,13744955.0,8777713.0,4967242.0 +2021 09 Jun,13804791.0,8779540.0,5025251.0 +2021 10 Jun,13867308.0,8781304.0,5086004.0 +2021 11 Jun,13930938.0,8783082.0,5147856.0 +2021 12 Jun,14016779.0,8785133.0,5231646.0 +2021 13 Jun,14065667.0,8786190.0,5279477.0 +2021 14 Jun,14106309.0,8787261.0,5319048.0 +2021 15 Jun,14160580.0,8788640.0,5371940.0 +2021 16 Jun,14226387.0,8790187.0,5436200.0 +2021 17 Jun,14305550.0,8791825.0,5513725.0 +2021 18 Jun,14380730.0,8793365.0,5587365.0 +2021 19 Jun,14477463.0,8795458.0,5682005.0 +2021 20 Jun,14533582.0,8796291.0,5737291.0 +2021 21 Jun,14580965.0,8797124.0,5783841.0 +2021 22 Jun,14641242.0,8798412.0,5842830.0 +2021 23 Jun,14709212.0,8799735.0,5909477.0 +2021 24 Jun,14779338.0,8801177.0,5978161.0 +2021 25 Jun,14843738.0,8802717.0,6041021.0 +2021 26 Jun,14923349.0,8805090.0,6118259.0 +2021 27 Jun,14970585.0,8806280.0,6164305.0 +2021 28 Jun,15005235.0,8807169.0,6198066.0 +2021 29 Jun,15045919.0,8808261.0,6237658.0 +2021 30 Jun,15089963.0,8809605.0,6280358.0 +2021 01 Jul,15135939.0,8810956.0,6324983.0 +2021 02 Jul,15172080.0,8812118.0,6359962.0 +2021 03 Jul,15217846.0,8813567.0,6404279.0 +2021 04 Jul,15241625.0,8814267.0,6427358.0 +2021 05 Jul,15262891.0,8815058.0,6447833.0 +2021 06 Jul,15289253.0,8816003.0,6473250.0 +2021 07 Jul,15317295.0,8817179.0,6500116.0 +2021 08 Jul,15347143.0,8818369.0,6528774.0 +2021 09 Jul,15374499.0,8819643.0,6554856.0 +2021 10 Jul,15404620.0,8821113.0,6583507.0 +2021 11 Jul,15418242.0,8821785.0,6596457.0 +2021 12 Jul,15431297.0,8822422.0,6608875.0 +2021 13 Jul,15447096.0,8823220.0,6623876.0 +2021 14 Jul,15466297.0,8824256.0,6642041.0 +2021 15 Jul,15485624.0,8825418.0,6660206.0 +2021 16 Jul,15504013.0,8826566.0,6677447.0 +2021 17 Jul,15527841.0,8828036.0,6699805.0 +2021 18 Jul,15538985.0,8828631.0,6710354.0 +2021 19 Jul,15549877.0,8829212.0,6720665.0 +2021 20 Jul,15561595.0,8829898.0,6731697.0 +2021 21 Jul,15575595.0,8830738.0,6744857.0 +2021 22 Jul,15589147.0,8831641.0,6757506.0 +2021 23 Jul,15602034.0,8832453.0,6769581.0 +2021 24 Jul,15617063.0,8833384.0,6783679.0 +2021 25 Jul,15625631.0,8833853.0,6791778.0 +2021 26 Jul,15634346.0,8834392.0,6799954.0 +2021 27 Jul,15644034.0,8835022.0,6809012.0 +2021 28 Jul,15655465.0,8835729.0,6819736.0 +2021 29 Jul,15666868.0,8836527.0,6830341.0 +2021 30 Jul,15677137.0,8837227.0,6839910.0 +2021 31 Jul,15690255.0,8838074.0,6852181.0 +2021 01 Aug,15697528.0,8838445.0,6859083.0 +2021 02 Aug,15705067.0,8838921.0,6866146.0 +2021 03 Aug,15713733.0,8839565.0,6874168.0 +2021 04 Aug,15723701.0,8840251.0,6883450.0 +2021 05 Aug,15733564.0,8840937.0,6892627.0 +2021 06 Aug,15743063.0,8841644.0,6901419.0 +2021 07 Aug,15756741.0,8842484.0,6914257.0 +2021 08 Aug,15764336.0,8842876.0,6921460.0 +2021 09 Aug,15771672.0,8843338.0,6928334.0 +2021 10 Aug,15781031.0,8843933.0,6937098.0 +2021 11 Aug,15793001.0,8844577.0,6948424.0 +2021 12 Aug,15805489.0,8845277.0,6960212.0 +2021 13 Aug,15816115.0,8845851.0,6970264.0 +2021 14 Aug,15830367.0,8846495.0,6983872.0 +2021 15 Aug,15839775.0,8846789.0,6992986.0 +2021 16 Aug,15849197.0,8847237.0,7001960.0 +2021 17 Aug,15860691.0,8847699.0,7012992.0 +2021 18 Aug,15874943.0,8848259.0,7026684.0 +2021 19 Aug,15889678.0,8848826.0,7040852.0 +2021 20 Aug,15907087.0,8849393.0,7057694.0 +2021 21 Aug,15927982.0,8850037.0,7077945.0 +2021 22 Aug,15938804.0,8850317.0,7088487.0 +2021 23 Aug,15950802.0,8850709.0,7100093.0 +2021 24 Aug,15966979.0,8851241.0,7115738.0 +2021 25 Aug,15984101.0,8851808.0,7132293.0 +2021 26 Aug,15998591.0,8852382.0,7146209.0 +2021 27 Aug,16010659.0,8852921.0,7157738.0 +2021 28 Aug,16022944.0,8853327.0,7169617.0 +2021 29 Aug,16029615.0,8853558.0,7176057.0 +2021 30 Aug,16034739.0,8853740.0,7180999.0 +2021 31 Aug,16045372.0,8854139.0,7191233.0 +2021 01 Sep,16055403.0,8854545.0,7200858.0 diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 18-29 population by ethnicity 6 groups_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 18-29 population by ethnicity 6 groups_tpp.csv index 08fe291..6085e78 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 18-29 population by ethnicity 6 groups_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 18-29 population by ethnicity 6 groups_tpp.csv @@ -1,260 +1,272 @@ covid_vacc_date,Black,Mixed,Other,South Asian,Unknown,White,Black_total,Mixed_total,Other_total,South Asian_total,Unknown_total,White_total -2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,99792,74893,137956,291459,560245,2321662 -2020-12-02,0.0,0.0,0.0,0.0,0.0,0.0,99792,74893,137956,291459,560245,2321662 -2020-12-04,0.0,0.0,0.0,0.0,0.0,0.0,99792,74893,137956,291459,560245,2321662 -2020-12-06,0.0,0.0,0.0,0.0,0.0,0.0,99792,74893,137956,291459,560245,2321662 -2020-12-08,0.0,0.0,0.0,14.0,14.0,112.0,99792,74893,137956,291459,560245,2321662 -2020-12-09,7.0,21.0,7.0,35.0,35.0,343.0,99792,74893,137956,291459,560245,2321662 -2020-12-10,7.0,21.0,21.0,56.0,63.0,602.0,99792,74893,137956,291459,560245,2321662 -2020-12-11,14.0,28.0,28.0,77.0,105.0,861.0,99792,74893,137956,291459,560245,2321662 -2020-12-12,21.0,35.0,28.0,98.0,140.0,1127.0,99792,74893,137956,291459,560245,2321662 -2020-12-13,21.0,35.0,35.0,119.0,168.0,1365.0,99792,74893,137956,291459,560245,2321662 -2020-12-14,28.0,42.0,42.0,154.0,210.0,1617.0,99792,74893,137956,291459,560245,2321662 -2020-12-15,28.0,56.0,56.0,196.0,259.0,2030.0,99792,74893,137956,291459,560245,2321662 -2020-12-16,35.0,77.0,70.0,252.0,343.0,2597.0,99792,74893,137956,291459,560245,2321662 -2020-12-17,35.0,91.0,91.0,322.0,427.0,3227.0,99792,74893,137956,291459,560245,2321662 -2020-12-18,42.0,105.0,112.0,378.0,518.0,3794.0,99792,74893,137956,291459,560245,2321662 -2020-12-19,49.0,119.0,119.0,434.0,581.0,4312.0,99792,74893,137956,291459,560245,2321662 -2020-12-20,49.0,126.0,140.0,511.0,686.0,4935.0,99792,74893,137956,291459,560245,2321662 -2020-12-21,63.0,140.0,168.0,595.0,791.0,5761.0,99792,74893,137956,291459,560245,2321662 -2020-12-22,77.0,161.0,196.0,693.0,889.0,6510.0,99792,74893,137956,291459,560245,2321662 -2020-12-23,91.0,189.0,231.0,847.0,1022.0,7588.0,99792,74893,137956,291459,560245,2321662 -2020-12-24,98.0,203.0,259.0,917.0,1092.0,8064.0,99792,74893,137956,291459,560245,2321662 -2020-12-25,98.0,203.0,266.0,924.0,1092.0,8064.0,99792,74893,137956,291459,560245,2321662 -2020-12-26,105.0,203.0,266.0,938.0,1099.0,8106.0,99792,74893,137956,291459,560245,2321662 -2020-12-27,105.0,203.0,273.0,959.0,1120.0,8274.0,99792,74893,137956,291459,560245,2321662 -2020-12-28,112.0,210.0,287.0,1001.0,1169.0,8561.0,99792,74893,137956,291459,560245,2321662 -2020-12-29,119.0,224.0,329.0,1099.0,1267.0,9303.0,99792,74893,137956,291459,560245,2321662 -2020-12-30,140.0,252.0,392.0,1323.0,1512.0,10969.0,99792,74893,137956,291459,560245,2321662 -2020-12-31,168.0,301.0,462.0,1540.0,1743.0,12656.0,99792,74893,137956,291459,560245,2321662 -2021-01-01,175.0,308.0,483.0,1617.0,1813.0,13069.0,99792,74893,137956,291459,560245,2321662 -2021-01-02,189.0,329.0,504.0,1708.0,1890.0,13650.0,99792,74893,137956,291459,560245,2321662 -2021-01-03,196.0,336.0,525.0,1778.0,1967.0,14182.0,99792,74893,137956,291459,560245,2321662 -2021-01-04,210.0,357.0,581.0,1911.0,2079.0,15155.0,99792,74893,137956,291459,560245,2321662 -2021-01-05,238.0,392.0,672.0,2149.0,2282.0,16765.0,99792,74893,137956,291459,560245,2321662 -2021-01-06,273.0,427.0,777.0,2450.0,2604.0,18998.0,99792,74893,137956,291459,560245,2321662 -2021-01-07,322.0,490.0,896.0,2800.0,3080.0,22288.0,99792,74893,137956,291459,560245,2321662 -2021-01-08,378.0,574.0,1029.0,3220.0,3514.0,26033.0,99792,74893,137956,291459,560245,2321662 -2021-01-09,434.0,644.0,1113.0,3535.0,3941.0,29358.0,99792,74893,137956,291459,560245,2321662 -2021-01-10,462.0,700.0,1183.0,3787.0,4263.0,31570.0,99792,74893,137956,291459,560245,2321662 -2021-01-11,525.0,763.0,1281.0,4130.0,4739.0,34944.0,99792,74893,137956,291459,560245,2321662 -2021-01-12,602.0,840.0,1414.0,4501.0,5306.0,39116.0,99792,74893,137956,291459,560245,2321662 -2021-01-13,679.0,931.0,1568.0,4970.0,5922.0,43750.0,99792,74893,137956,291459,560245,2321662 -2021-01-14,777.0,1043.0,1708.0,5474.0,6622.0,48783.0,99792,74893,137956,291459,560245,2321662 -2021-01-15,889.0,1169.0,1876.0,6048.0,7406.0,54397.0,99792,74893,137956,291459,560245,2321662 -2021-01-16,973.0,1253.0,2016.0,6559.0,8141.0,59276.0,99792,74893,137956,291459,560245,2321662 -2021-01-17,1043.0,1316.0,2128.0,6895.0,8673.0,62762.0,99792,74893,137956,291459,560245,2321662 -2021-01-18,1134.0,1442.0,2275.0,7343.0,9303.0,67151.0,99792,74893,137956,291459,560245,2321662 -2021-01-19,1211.0,1547.0,2429.0,7854.0,9968.0,71981.0,99792,74893,137956,291459,560245,2321662 -2021-01-20,1323.0,1680.0,2604.0,8470.0,10787.0,77427.0,99792,74893,137956,291459,560245,2321662 -2021-01-21,1428.0,1813.0,2758.0,9044.0,11648.0,82999.0,99792,74893,137956,291459,560245,2321662 -2021-01-22,1554.0,1925.0,2919.0,9632.0,12635.0,89467.0,99792,74893,137956,291459,560245,2321662 -2021-01-23,1645.0,2030.0,3038.0,10094.0,13440.0,94787.0,99792,74893,137956,291459,560245,2321662 -2021-01-24,1708.0,2093.0,3101.0,10367.0,13923.0,97804.0,99792,74893,137956,291459,560245,2321662 -2021-01-25,1792.0,2184.0,3185.0,10738.0,14518.0,101521.0,99792,74893,137956,291459,560245,2321662 -2021-01-26,1890.0,2275.0,3297.0,11172.0,15162.0,105812.0,99792,74893,137956,291459,560245,2321662 -2021-01-27,1988.0,2387.0,3395.0,11599.0,15764.0,109935.0,99792,74893,137956,291459,560245,2321662 -2021-01-28,2086.0,2485.0,3507.0,11984.0,16415.0,114093.0,99792,74893,137956,291459,560245,2321662 -2021-01-29,2184.0,2597.0,3626.0,12404.0,17087.0,118433.0,99792,74893,137956,291459,560245,2321662 -2021-01-30,2261.0,2674.0,3703.0,12782.0,17640.0,121933.0,99792,74893,137956,291459,560245,2321662 -2021-01-31,2303.0,2737.0,3773.0,13076.0,18081.0,124572.0,99792,74893,137956,291459,560245,2321662 -2021-02-01,2366.0,2793.0,3850.0,13321.0,18424.0,127043.0,99792,74893,137956,291459,560245,2321662 -2021-02-02,2436.0,2849.0,3934.0,13601.0,18851.0,129633.0,99792,74893,137956,291459,560245,2321662 -2021-02-03,2520.0,2919.0,4025.0,13902.0,19306.0,132524.0,99792,74893,137956,291459,560245,2321662 -2021-02-04,2604.0,2989.0,4116.0,14238.0,19810.0,135555.0,99792,74893,137956,291459,560245,2321662 -2021-02-05,2695.0,3045.0,4214.0,14560.0,20279.0,138474.0,99792,74893,137956,291459,560245,2321662 -2021-02-06,2758.0,3108.0,4291.0,14875.0,20706.0,141134.0,99792,74893,137956,291459,560245,2321662 -2021-02-07,2800.0,3136.0,4326.0,15043.0,20937.0,142688.0,99792,74893,137956,291459,560245,2321662 -2021-02-08,2863.0,3178.0,4382.0,15239.0,21231.0,144361.0,99792,74893,137956,291459,560245,2321662 -2021-02-09,2933.0,3227.0,4438.0,15498.0,21567.0,146391.0,99792,74893,137956,291459,560245,2321662 -2021-02-10,3024.0,3304.0,4529.0,15799.0,21931.0,148680.0,99792,74893,137956,291459,560245,2321662 -2021-02-11,3129.0,3374.0,4627.0,16100.0,22372.0,151382.0,99792,74893,137956,291459,560245,2321662 -2021-02-12,3220.0,3458.0,4704.0,16415.0,22806.0,154539.0,99792,74893,137956,291459,560245,2321662 -2021-02-13,3332.0,3535.0,4781.0,16758.0,23352.0,158242.0,99792,74893,137956,291459,560245,2321662 -2021-02-14,3367.0,3577.0,4823.0,16961.0,23681.0,160104.0,99792,74893,137956,291459,560245,2321662 -2021-02-15,3423.0,3626.0,4879.0,17227.0,24038.0,162442.0,99792,74893,137956,291459,560245,2321662 -2021-02-16,3507.0,3696.0,4991.0,17633.0,24465.0,165816.0,99792,74893,137956,291459,560245,2321662 -2021-02-17,3626.0,3815.0,5096.0,18067.0,25095.0,170982.0,99792,74893,137956,291459,560245,2321662 -2021-02-18,3731.0,3934.0,5208.0,18543.0,25823.0,176176.0,99792,74893,137956,291459,560245,2321662 -2021-02-19,3822.0,4053.0,5327.0,19026.0,26453.0,180915.0,99792,74893,137956,291459,560245,2321662 -2021-02-20,3899.0,4130.0,5439.0,19418.0,27167.0,186018.0,99792,74893,137956,291459,560245,2321662 -2021-02-21,3955.0,4172.0,5481.0,19656.0,27468.0,188048.0,99792,74893,137956,291459,560245,2321662 -2021-02-22,4039.0,4249.0,5544.0,19978.0,27811.0,190491.0,99792,74893,137956,291459,560245,2321662 -2021-02-23,4144.0,4354.0,5656.0,20412.0,28462.0,195706.0,99792,74893,137956,291459,560245,2321662 -2021-02-24,4270.0,4480.0,5796.0,20993.0,29211.0,202664.0,99792,74893,137956,291459,560245,2321662 -2021-02-25,4417.0,4648.0,5950.0,21728.0,30114.0,210504.0,99792,74893,137956,291459,560245,2321662 -2021-02-26,4578.0,4823.0,6097.0,22372.0,31031.0,218589.0,99792,74893,137956,291459,560245,2321662 -2021-02-27,4725.0,4963.0,6223.0,23009.0,31920.0,225904.0,99792,74893,137956,291459,560245,2321662 -2021-02-28,4795.0,5026.0,6293.0,23282.0,32382.0,228767.0,99792,74893,137956,291459,560245,2321662 -2021-03-01,4865.0,5089.0,6349.0,23541.0,32711.0,231294.0,99792,74893,137956,291459,560245,2321662 -2021-03-02,4928.0,5145.0,6426.0,23814.0,33047.0,233814.0,99792,74893,137956,291459,560245,2321662 -2021-03-03,5054.0,5257.0,6531.0,24290.0,33558.0,238448.0,99792,74893,137956,291459,560245,2321662 -2021-03-04,5159.0,5376.0,6629.0,24773.0,34300.0,244552.0,99792,74893,137956,291459,560245,2321662 -2021-03-05,5271.0,5502.0,6755.0,25389.0,35168.0,251832.0,99792,74893,137956,291459,560245,2321662 -2021-03-06,5397.0,5649.0,6874.0,25956.0,36050.0,259455.0,99792,74893,137956,291459,560245,2321662 -2021-03-07,5453.0,5698.0,6909.0,26208.0,36337.0,261646.0,99792,74893,137956,291459,560245,2321662 -2021-03-08,5516.0,5754.0,6979.0,26446.0,36638.0,263914.0,99792,74893,137956,291459,560245,2321662 -2021-03-09,5593.0,5817.0,7049.0,26761.0,36981.0,266658.0,99792,74893,137956,291459,560245,2321662 -2021-03-10,5684.0,5915.0,7140.0,27111.0,37443.0,270228.0,99792,74893,137956,291459,560245,2321662 -2021-03-11,5768.0,5999.0,7245.0,27461.0,37905.0,273511.0,99792,74893,137956,291459,560245,2321662 -2021-03-12,5873.0,6146.0,7371.0,27986.0,38731.0,279979.0,99792,74893,137956,291459,560245,2321662 -2021-03-13,5999.0,6335.0,7525.0,28644.0,39879.0,289247.0,99792,74893,137956,291459,560245,2321662 -2021-03-14,6069.0,6419.0,7602.0,28987.0,40439.0,293272.0,99792,74893,137956,291459,560245,2321662 -2021-03-15,6160.0,6531.0,7700.0,29400.0,41083.0,298431.0,99792,74893,137956,291459,560245,2321662 -2021-03-16,6279.0,6657.0,7826.0,29897.0,41888.0,304703.0,99792,74893,137956,291459,560245,2321662 -2021-03-17,6419.0,6804.0,7987.0,30667.0,42756.0,311031.0,99792,74893,137956,291459,560245,2321662 -2021-03-18,6573.0,6993.0,8162.0,31353.0,43666.0,317926.0,99792,74893,137956,291459,560245,2321662 -2021-03-19,6727.0,7175.0,8365.0,32165.0,44688.0,325297.0,99792,74893,137956,291459,560245,2321662 -2021-03-20,6909.0,7392.0,8561.0,33089.0,46186.0,336042.0,99792,74893,137956,291459,560245,2321662 -2021-03-21,7021.0,7518.0,8659.0,33670.0,47054.0,341299.0,99792,74893,137956,291459,560245,2321662 -2021-03-22,7133.0,7630.0,8771.0,34167.0,47873.0,346234.0,99792,74893,137956,291459,560245,2321662 -2021-03-23,7273.0,7756.0,8911.0,34769.0,48748.0,351715.0,99792,74893,137956,291459,560245,2321662 -2021-03-24,7441.0,7917.0,9072.0,35490.0,49700.0,357812.0,99792,74893,137956,291459,560245,2321662 -2021-03-25,7630.0,8085.0,9254.0,36295.0,50778.0,364637.0,99792,74893,137956,291459,560245,2321662 -2021-03-26,7819.0,8260.0,9485.0,37331.0,52136.0,372064.0,99792,74893,137956,291459,560245,2321662 -2021-03-27,8043.0,8505.0,9730.0,38521.0,53949.0,382865.0,99792,74893,137956,291459,560245,2321662 -2021-03-28,8162.0,8645.0,9877.0,39417.0,55020.0,388430.0,99792,74893,137956,291459,560245,2321662 -2021-03-29,8281.0,8778.0,10017.0,40110.0,55979.0,393596.0,99792,74893,137956,291459,560245,2321662 -2021-03-30,8414.0,8897.0,10157.0,40929.0,57008.0,399147.0,99792,74893,137956,291459,560245,2321662 -2021-03-31,8582.0,9058.0,10353.0,41790.0,58121.0,405342.0,99792,74893,137956,291459,560245,2321662 -2021-04-01,8694.0,9156.0,10472.0,42378.0,58891.0,409577.0,99792,74893,137956,291459,560245,2321662 -2021-04-02,8764.0,9247.0,10542.0,42672.0,59395.0,412496.0,99792,74893,137956,291459,560245,2321662 -2021-04-03,8834.0,9303.0,10612.0,43029.0,60025.0,415541.0,99792,74893,137956,291459,560245,2321662 -2021-04-04,8855.0,9345.0,10654.0,43211.0,60312.0,417179.0,99792,74893,137956,291459,560245,2321662 -2021-04-05,8876.0,9359.0,10682.0,43302.0,60424.0,417886.0,99792,74893,137956,291459,560245,2321662 -2021-04-06,8932.0,9401.0,10745.0,43540.0,60697.0,419279.0,99792,74893,137956,291459,560245,2321662 -2021-04-07,8995.0,9457.0,10829.0,43890.0,61005.0,420945.0,99792,74893,137956,291459,560245,2321662 -2021-04-08,9030.0,9485.0,10864.0,44079.0,61236.0,422149.0,99792,74893,137956,291459,560245,2321662 -2021-04-09,9065.0,9506.0,10899.0,44282.0,61474.0,423087.0,99792,74893,137956,291459,560245,2321662 -2021-04-10,9086.0,9534.0,10927.0,44401.0,61698.0,424361.0,99792,74893,137956,291459,560245,2321662 -2021-04-11,9093.0,9541.0,10941.0,44443.0,61838.0,425005.0,99792,74893,137956,291459,560245,2321662 -2021-04-12,9107.0,9555.0,10955.0,44492.0,61922.0,425509.0,99792,74893,137956,291459,560245,2321662 -2021-04-13,9128.0,9562.0,10969.0,44541.0,61999.0,425964.0,99792,74893,137956,291459,560245,2321662 -2021-04-14,9156.0,9590.0,10990.0,44625.0,62195.0,427140.0,99792,74893,137956,291459,560245,2321662 -2021-04-15,9177.0,9611.0,11018.0,44709.0,62349.0,427945.0,99792,74893,137956,291459,560245,2321662 -2021-04-16,9205.0,9639.0,11053.0,44814.0,62573.0,429149.0,99792,74893,137956,291459,560245,2321662 -2021-04-17,9226.0,9667.0,11088.0,44912.0,62818.0,430206.0,99792,74893,137956,291459,560245,2321662 -2021-04-18,9240.0,9688.0,11116.0,44982.0,63000.0,430997.0,99792,74893,137956,291459,560245,2321662 -2021-04-19,9254.0,9709.0,11144.0,45038.0,63084.0,431438.0,99792,74893,137956,291459,560245,2321662 -2021-04-20,9275.0,9723.0,11172.0,45129.0,63175.0,431914.0,99792,74893,137956,291459,560245,2321662 -2021-04-21,9303.0,9744.0,11200.0,45220.0,63294.0,432544.0,99792,74893,137956,291459,560245,2321662 -2021-04-22,9345.0,9772.0,11256.0,45311.0,63546.0,433930.0,99792,74893,137956,291459,560245,2321662 -2021-04-23,9380.0,9793.0,11298.0,45409.0,63763.0,434994.0,99792,74893,137956,291459,560245,2321662 -2021-04-24,9401.0,9821.0,11340.0,45521.0,64029.0,436240.0,99792,74893,137956,291459,560245,2321662 -2021-04-25,9415.0,9835.0,11361.0,45577.0,64204.0,436961.0,99792,74893,137956,291459,560245,2321662 -2021-04-26,9436.0,9863.0,11403.0,45668.0,64295.0,437423.0,99792,74893,137956,291459,560245,2321662 -2021-04-27,9457.0,9884.0,11438.0,45780.0,64414.0,438102.0,99792,74893,137956,291459,560245,2321662 -2021-04-28,9478.0,9905.0,11480.0,45892.0,64561.0,439012.0,99792,74893,137956,291459,560245,2321662 -2021-04-29,9506.0,9919.0,11515.0,46011.0,64764.0,440041.0,99792,74893,137956,291459,560245,2321662 -2021-04-30,9527.0,9940.0,11557.0,46095.0,64953.0,441154.0,99792,74893,137956,291459,560245,2321662 -2021-05-01,9541.0,9961.0,11578.0,46186.0,65086.0,441742.0,99792,74893,137956,291459,560245,2321662 -2021-05-02,9548.0,9975.0,11592.0,46235.0,65149.0,442113.0,99792,74893,137956,291459,560245,2321662 -2021-05-03,9555.0,9975.0,11606.0,46263.0,65177.0,442253.0,99792,74893,137956,291459,560245,2321662 -2021-05-04,9569.0,9989.0,11620.0,46298.0,65240.0,442547.0,99792,74893,137956,291459,560245,2321662 -2021-05-05,9597.0,10003.0,11648.0,46529.0,65352.0,443128.0,99792,74893,137956,291459,560245,2321662 -2021-05-06,9639.0,10031.0,11697.0,46830.0,65597.0,444297.0,99792,74893,137956,291459,560245,2321662 -2021-05-07,9674.0,10059.0,11760.0,47005.0,65940.0,445872.0,99792,74893,137956,291459,560245,2321662 -2021-05-08,9695.0,10080.0,11809.0,47124.0,66157.0,446943.0,99792,74893,137956,291459,560245,2321662 -2021-05-09,9709.0,10094.0,11823.0,47180.0,66241.0,447405.0,99792,74893,137956,291459,560245,2321662 -2021-05-10,9730.0,10108.0,11851.0,47481.0,66360.0,447965.0,99792,74893,137956,291459,560245,2321662 -2021-05-11,9786.0,10157.0,11928.0,48020.0,66731.0,450079.0,99792,74893,137956,291459,560245,2321662 -2021-05-12,9849.0,10255.0,12089.0,48475.0,67858.0,454909.0,99792,74893,137956,291459,560245,2321662 -2021-05-13,9933.0,10388.0,12271.0,49021.0,69076.0,461377.0,99792,74893,137956,291459,560245,2321662 -2021-05-14,10031.0,10514.0,12572.0,49623.0,70112.0,466585.0,99792,74893,137956,291459,560245,2321662 -2021-05-15,10136.0,10640.0,12747.0,50281.0,71204.0,471912.0,99792,74893,137956,291459,560245,2321662 -2021-05-16,10192.0,10717.0,12866.0,50610.0,71918.0,474992.0,99792,74893,137956,291459,560245,2321662 -2021-05-17,10220.0,10759.0,12943.0,50862.0,72275.0,476840.0,99792,74893,137956,291459,560245,2321662 -2021-05-18,10332.0,10892.0,13230.0,51695.0,73325.0,482405.0,99792,74893,137956,291459,560245,2321662 -2021-05-19,10451.0,11074.0,13496.0,52731.0,75306.0,491876.0,99792,74893,137956,291459,560245,2321662 -2021-05-20,10605.0,11249.0,13783.0,53697.0,77049.0,500759.0,99792,74893,137956,291459,560245,2321662 -2021-05-21,10689.0,11368.0,13958.0,54243.0,78134.0,506037.0,99792,74893,137956,291459,560245,2321662 -2021-05-22,10773.0,11452.0,14147.0,54719.0,78904.0,509894.0,99792,74893,137956,291459,560245,2321662 -2021-05-23,10829.0,11508.0,14294.0,55097.0,79282.0,511595.0,99792,74893,137956,291459,560245,2321662 -2021-05-24,10850.0,11543.0,14357.0,55328.0,79597.0,512680.0,99792,74893,137956,291459,560245,2321662 -2021-05-25,10934.0,11648.0,14504.0,55986.0,80787.0,518238.0,99792,74893,137956,291459,560245,2321662 -2021-05-26,11081.0,11837.0,14784.0,57022.0,82656.0,528304.0,99792,74893,137956,291459,560245,2321662 -2021-05-27,11228.0,11998.0,15127.0,58296.0,84343.0,536361.0,99792,74893,137956,291459,560245,2321662 -2021-05-28,11382.0,12138.0,15407.0,59234.0,85281.0,541072.0,99792,74893,137956,291459,560245,2321662 -2021-05-29,11473.0,12257.0,15645.0,60186.0,86240.0,545398.0,99792,74893,137956,291459,560245,2321662 -2021-05-30,11550.0,12355.0,15785.0,60893.0,86870.0,547995.0,99792,74893,137956,291459,560245,2321662 -2021-05-31,11634.0,12516.0,16093.0,62027.0,87878.0,551586.0,99792,74893,137956,291459,560245,2321662 -2021-06-01,11711.0,12600.0,16268.0,62664.0,88550.0,554778.0,99792,74893,137956,291459,560245,2321662 -2021-06-02,11865.0,12761.0,16527.0,63784.0,90258.0,562289.0,99792,74893,137956,291459,560245,2321662 -2021-06-03,12019.0,12992.0,17003.0,65261.0,92071.0,571564.0,99792,74893,137956,291459,560245,2321662 -2021-06-04,12208.0,13258.0,17423.0,66612.0,94157.0,581532.0,99792,74893,137956,291459,560245,2321662 -2021-06-05,12432.0,13552.0,18046.0,68768.0,96971.0,595609.0,99792,74893,137956,291459,560245,2321662 -2021-06-06,12565.0,13720.0,18340.0,70280.0,98483.0,601720.0,99792,74893,137956,291459,560245,2321662 -2021-06-07,12663.0,13874.0,18529.0,71001.0,99820.0,607285.0,99792,74893,137956,291459,560245,2321662 -2021-06-08,12796.0,14112.0,18991.0,71911.0,101710.0,616392.0,99792,74893,137956,291459,560245,2321662 -2021-06-09,13097.0,14567.0,19768.0,73780.0,106176.0,638372.0,99792,74893,137956,291459,560245,2321662 -2021-06-10,13412.0,15099.0,20734.0,75845.0,111041.0,661668.0,99792,74893,137956,291459,560245,2321662 -2021-06-11,13748.0,15568.0,21532.0,77714.0,116046.0,684796.0,99792,74893,137956,291459,560245,2321662 -2021-06-12,14280.0,16310.0,22673.0,80689.0,124138.0,722505.0,99792,74893,137956,291459,560245,2321662 -2021-06-13,14595.0,16751.0,23436.0,82530.0,128835.0,744044.0,99792,74893,137956,291459,560245,2321662 -2021-06-14,14882.0,17129.0,24045.0,84056.0,132524.0,762412.0,99792,74893,137956,291459,560245,2321662 -2021-06-15,15260.0,17647.0,24885.0,86023.0,138397.0,788452.0,99792,74893,137956,291459,560245,2321662 -2021-06-16,15785.0,18424.0,26047.0,88669.0,146125.0,822591.0,99792,74893,137956,291459,560245,2321662 -2021-06-17,16422.0,19383.0,27335.0,91882.0,156121.0,864787.0,99792,74893,137956,291459,560245,2321662 -2021-06-18,17136.0,20293.0,28966.0,95606.0,165529.0,904113.0,99792,74893,137956,291459,560245,2321662 -2021-06-19,18039.0,21406.0,30779.0,100408.0,178899.0,954744.0,99792,74893,137956,291459,560245,2321662 -2021-06-20,18515.0,22113.0,31871.0,103215.0,187404.0,986230.0,99792,74893,137956,291459,560245,2321662 -2021-06-21,18921.0,22652.0,32662.0,105287.0,194390.0,1012767.0,99792,74893,137956,291459,560245,2321662 -2021-06-22,19586.0,23450.0,33831.0,108276.0,203406.0,1045835.0,99792,74893,137956,291459,560245,2321662 -2021-06-23,20342.0,24304.0,35147.0,111552.0,213689.0,1083355.0,99792,74893,137956,291459,560245,2321662 -2021-06-24,21259.0,25200.0,36533.0,114989.0,224231.0,1121925.0,99792,74893,137956,291459,560245,2321662 -2021-06-25,22050.0,26047.0,37793.0,118146.0,234052.0,1155994.0,99792,74893,137956,291459,560245,2321662 -2021-06-26,22967.0,26985.0,39179.0,122199.0,245973.0,1196846.0,99792,74893,137956,291459,560245,2321662 -2021-06-27,23534.0,27601.0,40068.0,124719.0,253260.0,1221388.0,99792,74893,137956,291459,560245,2321662 -2021-06-28,23961.0,28091.0,40810.0,126763.0,258636.0,1239455.0,99792,74893,137956,291459,560245,2321662 -2021-06-29,24500.0,28637.0,41622.0,128919.0,264922.0,1260420.0,99792,74893,137956,291459,560245,2321662 -2021-06-30,25095.0,29190.0,42413.0,131096.0,271670.0,1282344.0,99792,74893,137956,291459,560245,2321662 -2021-07-01,25683.0,29771.0,43246.0,133315.0,278726.0,1305920.0,99792,74893,137956,291459,560245,2321662 -2021-07-02,26229.0,30240.0,43960.0,135247.0,283927.0,1323651.0,99792,74893,137956,291459,560245,2321662 -2021-07-03,26880.0,30765.0,44765.0,137753.0,290969.0,1345932.0,99792,74893,137956,291459,560245,2321662 -2021-07-04,27195.0,31045.0,45283.0,138971.0,294658.0,1357734.0,99792,74893,137956,291459,560245,2321662 -2021-07-05,27496.0,31332.0,45738.0,140091.0,297647.0,1367947.0,99792,74893,137956,291459,560245,2321662 -2021-07-06,27860.0,31717.0,46221.0,141624.0,301532.0,1380197.0,99792,74893,137956,291459,560245,2321662 -2021-07-07,28336.0,32095.0,46788.0,143164.0,305410.0,1392517.0,99792,74893,137956,291459,560245,2321662 -2021-07-08,28784.0,32487.0,47327.0,144830.0,309470.0,1406027.0,99792,74893,137956,291459,560245,2321662 -2021-07-09,29316.0,32816.0,47810.0,146321.0,313152.0,1417591.0,99792,74893,137956,291459,560245,2321662 -2021-07-10,29806.0,33152.0,48335.0,148022.0,317135.0,1429834.0,99792,74893,137956,291459,560245,2321662 -2021-07-11,30030.0,33327.0,48573.0,148855.0,318836.0,1435301.0,99792,74893,137956,291459,560245,2321662 -2021-07-12,30282.0,33509.0,48846.0,149779.0,320404.0,1440383.0,99792,74893,137956,291459,560245,2321662 -2021-07-13,30597.0,33719.0,49140.0,150675.0,322406.0,1446690.0,99792,74893,137956,291459,560245,2321662 -2021-07-14,30898.0,33999.0,49497.0,151711.0,324674.0,1454404.0,99792,74893,137956,291459,560245,2321662 -2021-07-15,31199.0,34244.0,49812.0,152726.0,326914.0,1461852.0,99792,74893,137956,291459,560245,2321662 -2021-07-16,31521.0,34447.0,50106.0,153559.0,328825.0,1468621.0,99792,74893,137956,291459,560245,2321662 -2021-07-17,31878.0,34650.0,50456.0,154770.0,331569.0,1477567.0,99792,74893,137956,291459,560245,2321662 -2021-07-18,32011.0,34748.0,50624.0,155316.0,332808.0,1481690.0,99792,74893,137956,291459,560245,2321662 -2021-07-19,32200.0,34881.0,50806.0,155855.0,333963.0,1485778.0,99792,74893,137956,291459,560245,2321662 -2021-07-20,32389.0,35021.0,50953.0,156261.0,335237.0,1490349.0,99792,74893,137956,291459,560245,2321662 -2021-07-21,32606.0,35203.0,51156.0,156779.0,336770.0,1495746.0,99792,74893,137956,291459,560245,2321662 -2021-07-22,32837.0,35378.0,51338.0,157346.0,338135.0,1500828.0,99792,74893,137956,291459,560245,2321662 -2021-07-23,33068.0,35511.0,51548.0,157934.0,339367.0,1505378.0,99792,74893,137956,291459,560245,2321662 -2021-07-24,33278.0,35679.0,51737.0,158676.0,340851.0,1510586.0,99792,74893,137956,291459,560245,2321662 -2021-07-25,33425.0,35791.0,51877.0,159110.0,341698.0,1513673.0,99792,74893,137956,291459,560245,2321662 -2021-07-26,33572.0,35889.0,52017.0,159586.0,342594.0,1516739.0,99792,74893,137956,291459,560245,2321662 -2021-07-27,33754.0,36015.0,52185.0,160132.0,343539.0,1519910.0,99792,74893,137956,291459,560245,2321662 -2021-07-28,33978.0,36141.0,52339.0,160706.0,344582.0,1523872.0,99792,74893,137956,291459,560245,2321662 -2021-07-29,34167.0,36267.0,52507.0,161301.0,345695.0,1527813.0,99792,74893,137956,291459,560245,2321662 -2021-07-30,34384.0,36365.0,52682.0,161847.0,346556.0,1531145.0,99792,74893,137956,291459,560245,2321662 -2021-07-31,34601.0,36505.0,52871.0,162575.0,347676.0,1535254.0,99792,74893,137956,291459,560245,2321662 -2021-08-01,34692.0,36603.0,52969.0,162981.0,348383.0,1537816.0,99792,74893,137956,291459,560245,2321662 -2021-08-02,34867.0,36708.0,53102.0,163415.0,349048.0,1540266.0,99792,74893,137956,291459,560245,2321662 -2021-08-03,35042.0,36813.0,53249.0,164031.0,349797.0,1543003.0,99792,74893,137956,291459,560245,2321662 -2021-08-04,35280.0,36932.0,53431.0,164619.0,350616.0,1546160.0,99792,74893,137956,291459,560245,2321662 -2021-08-05,35504.0,37072.0,53571.0,165165.0,351477.0,1549380.0,99792,74893,137956,291459,560245,2321662 -2021-08-06,35714.0,37177.0,53718.0,165739.0,352212.0,1552208.0,99792,74893,137956,291459,560245,2321662 -2021-08-07,35917.0,37289.0,53893.0,166453.0,353185.0,1555841.0,99792,74893,137956,291459,560245,2321662 -2021-08-08,36022.0,37359.0,53998.0,166768.0,353724.0,1557864.0,99792,74893,137956,291459,560245,2321662 -2021-08-09,36176.0,37422.0,54131.0,167279.0,354340.0,1560027.0,99792,74893,137956,291459,560245,2321662 -2021-08-10,36337.0,37534.0,54264.0,167797.0,354935.0,1562225.0,99792,74893,137956,291459,560245,2321662 -2021-08-11,36519.0,37639.0,54411.0,168315.0,355642.0,1564983.0,99792,74893,137956,291459,560245,2321662 -2021-08-12,36687.0,37744.0,54544.0,168854.0,356300.0,1567741.0,99792,74893,137956,291459,560245,2321662 -2021-08-13,36848.0,37835.0,54670.0,169323.0,356895.0,1570044.0,99792,74893,137956,291459,560245,2321662 -2021-08-14,37009.0,37926.0,54782.0,169883.0,357553.0,1572655.0,99792,74893,137956,291459,560245,2321662 -2021-08-15,37086.0,37982.0,54866.0,170198.0,357994.0,1574377.0,99792,74893,137956,291459,560245,2321662 -2021-08-16,37212.0,38059.0,54971.0,170562.0,358463.0,1576274.0,99792,74893,137956,291459,560245,2321662 -2021-08-17,37359.0,38150.0,55069.0,170919.0,358988.0,1578311.0,99792,74893,137956,291459,560245,2321662 -2021-08-18,37506.0,38255.0,55181.0,171318.0,359527.0,1580558.0,99792,74893,137956,291459,560245,2321662 -2021-08-19,37513.0,38262.0,55188.0,171339.0,359569.0,1580712.0,99792,74893,137956,291459,560245,2321662 +2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,99967,74998,138061,292264,560497,2323776 +2020-12-02,0.0,0.0,0.0,0.0,0.0,0.0,99967,74998,138061,292264,560497,2323776 +2020-12-04,0.0,0.0,0.0,0.0,0.0,0.0,99967,74998,138061,292264,560497,2323776 +2020-12-08,0.0,0.0,0.0,14.0,14.0,112.0,99967,74998,138061,292264,560497,2323776 +2020-12-09,7.0,21.0,7.0,35.0,35.0,343.0,99967,74998,138061,292264,560497,2323776 +2020-12-10,7.0,21.0,14.0,56.0,70.0,602.0,99967,74998,138061,292264,560497,2323776 +2020-12-11,14.0,28.0,21.0,77.0,105.0,854.0,99967,74998,138061,292264,560497,2323776 +2020-12-12,21.0,35.0,28.0,98.0,140.0,1127.0,99967,74998,138061,292264,560497,2323776 +2020-12-13,21.0,35.0,35.0,119.0,168.0,1358.0,99967,74998,138061,292264,560497,2323776 +2020-12-14,28.0,42.0,42.0,154.0,210.0,1610.0,99967,74998,138061,292264,560497,2323776 +2020-12-15,28.0,56.0,56.0,196.0,259.0,2023.0,99967,74998,138061,292264,560497,2323776 +2020-12-16,35.0,77.0,70.0,252.0,343.0,2597.0,99967,74998,138061,292264,560497,2323776 +2020-12-17,35.0,91.0,91.0,315.0,427.0,3227.0,99967,74998,138061,292264,560497,2323776 +2020-12-18,42.0,105.0,112.0,371.0,511.0,3794.0,99967,74998,138061,292264,560497,2323776 +2020-12-19,49.0,112.0,126.0,434.0,581.0,4319.0,99967,74998,138061,292264,560497,2323776 +2020-12-20,49.0,126.0,140.0,504.0,686.0,4935.0,99967,74998,138061,292264,560497,2323776 +2020-12-21,63.0,140.0,168.0,588.0,791.0,5761.0,99967,74998,138061,292264,560497,2323776 +2020-12-22,77.0,161.0,196.0,686.0,882.0,6510.0,99967,74998,138061,292264,560497,2323776 +2020-12-23,91.0,182.0,238.0,840.0,1015.0,7581.0,99967,74998,138061,292264,560497,2323776 +2020-12-24,98.0,196.0,266.0,910.0,1092.0,8057.0,99967,74998,138061,292264,560497,2323776 +2020-12-25,98.0,196.0,266.0,917.0,1092.0,8064.0,99967,74998,138061,292264,560497,2323776 +2020-12-26,105.0,196.0,273.0,931.0,1092.0,8099.0,99967,74998,138061,292264,560497,2323776 +2020-12-27,105.0,203.0,280.0,952.0,1113.0,8267.0,99967,74998,138061,292264,560497,2323776 +2020-12-28,112.0,210.0,294.0,994.0,1162.0,8554.0,99967,74998,138061,292264,560497,2323776 +2020-12-29,119.0,224.0,329.0,1099.0,1267.0,9296.0,99967,74998,138061,292264,560497,2323776 +2020-12-30,140.0,252.0,392.0,1323.0,1505.0,10969.0,99967,74998,138061,292264,560497,2323776 +2020-12-31,168.0,294.0,462.0,1540.0,1743.0,12649.0,99967,74998,138061,292264,560497,2323776 +2021-01-01,175.0,308.0,483.0,1617.0,1806.0,13062.0,99967,74998,138061,292264,560497,2323776 +2021-01-02,189.0,329.0,504.0,1701.0,1883.0,13643.0,99967,74998,138061,292264,560497,2323776 +2021-01-03,196.0,336.0,532.0,1771.0,1960.0,14168.0,99967,74998,138061,292264,560497,2323776 +2021-01-04,210.0,357.0,581.0,1904.0,2072.0,15134.0,99967,74998,138061,292264,560497,2323776 +2021-01-05,238.0,392.0,672.0,2142.0,2275.0,16744.0,99967,74998,138061,292264,560497,2323776 +2021-01-06,273.0,427.0,777.0,2450.0,2597.0,18977.0,99967,74998,138061,292264,560497,2323776 +2021-01-07,322.0,490.0,896.0,2793.0,3073.0,22267.0,99967,74998,138061,292264,560497,2323776 +2021-01-08,378.0,574.0,1029.0,3213.0,3507.0,26012.0,99967,74998,138061,292264,560497,2323776 +2021-01-09,434.0,644.0,1113.0,3528.0,3934.0,29330.0,99967,74998,138061,292264,560497,2323776 +2021-01-10,462.0,700.0,1183.0,3787.0,4256.0,31549.0,99967,74998,138061,292264,560497,2323776 +2021-01-11,525.0,756.0,1288.0,4123.0,4725.0,34923.0,99967,74998,138061,292264,560497,2323776 +2021-01-12,595.0,833.0,1414.0,4501.0,5292.0,39095.0,99967,74998,138061,292264,560497,2323776 +2021-01-13,672.0,924.0,1568.0,4970.0,5908.0,43722.0,99967,74998,138061,292264,560497,2323776 +2021-01-14,777.0,1043.0,1708.0,5474.0,6608.0,48741.0,99967,74998,138061,292264,560497,2323776 +2021-01-15,889.0,1162.0,1876.0,6041.0,7392.0,54355.0,99967,74998,138061,292264,560497,2323776 +2021-01-16,966.0,1246.0,2016.0,6545.0,8120.0,59234.0,99967,74998,138061,292264,560497,2323776 +2021-01-17,1036.0,1309.0,2121.0,6888.0,8645.0,62727.0,99967,74998,138061,292264,560497,2323776 +2021-01-18,1127.0,1435.0,2275.0,7336.0,9268.0,67116.0,99967,74998,138061,292264,560497,2323776 +2021-01-19,1204.0,1540.0,2429.0,7847.0,9940.0,71925.0,99967,74998,138061,292264,560497,2323776 +2021-01-20,1316.0,1673.0,2597.0,8463.0,10759.0,77364.0,99967,74998,138061,292264,560497,2323776 +2021-01-21,1428.0,1806.0,2758.0,9037.0,11620.0,82936.0,99967,74998,138061,292264,560497,2323776 +2021-01-22,1547.0,1918.0,2912.0,9625.0,12600.0,89404.0,99967,74998,138061,292264,560497,2323776 +2021-01-23,1638.0,2016.0,3024.0,10087.0,13398.0,94717.0,99967,74998,138061,292264,560497,2323776 +2021-01-24,1708.0,2086.0,3094.0,10367.0,13881.0,97727.0,99967,74998,138061,292264,560497,2323776 +2021-01-25,1792.0,2177.0,3178.0,10738.0,14476.0,101444.0,99967,74998,138061,292264,560497,2323776 +2021-01-26,1890.0,2268.0,3290.0,11172.0,15120.0,105735.0,99967,74998,138061,292264,560497,2323776 +2021-01-27,1988.0,2373.0,3388.0,11592.0,15729.0,109851.0,99967,74998,138061,292264,560497,2323776 +2021-01-28,2079.0,2471.0,3507.0,11984.0,16380.0,114002.0,99967,74998,138061,292264,560497,2323776 +2021-01-29,2177.0,2583.0,3619.0,12404.0,17045.0,118349.0,99967,74998,138061,292264,560497,2323776 +2021-01-30,2254.0,2660.0,3696.0,12782.0,17598.0,121842.0,99967,74998,138061,292264,560497,2323776 +2021-01-31,2296.0,2723.0,3766.0,13069.0,18039.0,124481.0,99967,74998,138061,292264,560497,2323776 +2021-02-01,2366.0,2786.0,3843.0,13314.0,18382.0,126952.0,99967,74998,138061,292264,560497,2323776 +2021-02-02,2429.0,2835.0,3927.0,13594.0,18809.0,129542.0,99967,74998,138061,292264,560497,2323776 +2021-02-03,2513.0,2912.0,4018.0,13895.0,19264.0,132433.0,99967,74998,138061,292264,560497,2323776 +2021-02-04,2597.0,2975.0,4109.0,14231.0,19768.0,135464.0,99967,74998,138061,292264,560497,2323776 +2021-02-05,2681.0,3038.0,4207.0,14553.0,20244.0,138383.0,99967,74998,138061,292264,560497,2323776 +2021-02-06,2751.0,3094.0,4284.0,14868.0,20664.0,141050.0,99967,74998,138061,292264,560497,2323776 +2021-02-07,2793.0,3122.0,4319.0,15029.0,20895.0,142597.0,99967,74998,138061,292264,560497,2323776 +2021-02-08,2849.0,3171.0,4375.0,15225.0,21189.0,144270.0,99967,74998,138061,292264,560497,2323776 +2021-02-09,2926.0,3220.0,4431.0,15484.0,21518.0,146300.0,99967,74998,138061,292264,560497,2323776 +2021-02-10,3017.0,3290.0,4522.0,15785.0,21889.0,148582.0,99967,74998,138061,292264,560497,2323776 +2021-02-11,3115.0,3367.0,4620.0,16086.0,22330.0,151284.0,99967,74998,138061,292264,560497,2323776 +2021-02-12,3213.0,3444.0,4697.0,16401.0,22764.0,154420.0,99967,74998,138061,292264,560497,2323776 +2021-02-13,3318.0,3521.0,4774.0,16751.0,23310.0,158130.0,99967,74998,138061,292264,560497,2323776 +2021-02-14,3353.0,3570.0,4809.0,16947.0,23632.0,159992.0,99967,74998,138061,292264,560497,2323776 +2021-02-15,3409.0,3612.0,4872.0,17206.0,23989.0,162323.0,99967,74998,138061,292264,560497,2323776 +2021-02-16,3500.0,3689.0,4984.0,17619.0,24416.0,165690.0,99967,74998,138061,292264,560497,2323776 +2021-02-17,3612.0,3801.0,5089.0,18053.0,25046.0,170842.0,99967,74998,138061,292264,560497,2323776 +2021-02-18,3717.0,3920.0,5201.0,18522.0,25774.0,176022.0,99967,74998,138061,292264,560497,2323776 +2021-02-19,3808.0,4039.0,5313.0,19005.0,26404.0,180768.0,99967,74998,138061,292264,560497,2323776 +2021-02-20,3885.0,4116.0,5425.0,19404.0,27111.0,185864.0,99967,74998,138061,292264,560497,2323776 +2021-02-21,3941.0,4158.0,5474.0,19635.0,27405.0,187894.0,99967,74998,138061,292264,560497,2323776 +2021-02-22,4025.0,4235.0,5537.0,19957.0,27748.0,190344.0,99967,74998,138061,292264,560497,2323776 +2021-02-23,4123.0,4340.0,5649.0,20391.0,28406.0,195545.0,99967,74998,138061,292264,560497,2323776 +2021-02-24,4249.0,4466.0,5789.0,20986.0,29155.0,202482.0,99967,74998,138061,292264,560497,2323776 +2021-02-25,4403.0,4627.0,5943.0,21714.0,30051.0,210294.0,99967,74998,138061,292264,560497,2323776 +2021-02-26,4564.0,4802.0,6090.0,22358.0,30968.0,218386.0,99967,74998,138061,292264,560497,2323776 +2021-02-27,4704.0,4949.0,6216.0,23009.0,31871.0,225743.0,99967,74998,138061,292264,560497,2323776 +2021-02-28,4781.0,5012.0,6286.0,23282.0,32333.0,228606.0,99967,74998,138061,292264,560497,2323776 +2021-03-01,4844.0,5068.0,6342.0,23541.0,32662.0,231133.0,99967,74998,138061,292264,560497,2323776 +2021-03-02,4907.0,5131.0,6419.0,23814.0,32991.0,233646.0,99967,74998,138061,292264,560497,2323776 +2021-03-03,5033.0,5243.0,6524.0,24283.0,33502.0,238273.0,99967,74998,138061,292264,560497,2323776 +2021-03-04,5138.0,5362.0,6622.0,24773.0,34244.0,244370.0,99967,74998,138061,292264,560497,2323776 +2021-03-05,5250.0,5488.0,6748.0,25382.0,35105.0,251636.0,99967,74998,138061,292264,560497,2323776 +2021-03-06,5376.0,5635.0,6867.0,25949.0,35987.0,259245.0,99967,74998,138061,292264,560497,2323776 +2021-03-07,5432.0,5684.0,6902.0,26208.0,36281.0,261443.0,99967,74998,138061,292264,560497,2323776 +2021-03-08,5502.0,5740.0,6972.0,26446.0,36575.0,263711.0,99967,74998,138061,292264,560497,2323776 +2021-03-09,5579.0,5810.0,7042.0,26761.0,36925.0,266448.0,99967,74998,138061,292264,560497,2323776 +2021-03-10,5670.0,5901.0,7133.0,27111.0,37380.0,270011.0,99967,74998,138061,292264,560497,2323776 +2021-03-11,5747.0,5985.0,7238.0,27461.0,37842.0,273287.0,99967,74998,138061,292264,560497,2323776 +2021-03-12,5859.0,6132.0,7371.0,27986.0,38661.0,279748.0,99967,74998,138061,292264,560497,2323776 +2021-03-13,5978.0,6321.0,7518.0,28637.0,39816.0,289002.0,99967,74998,138061,292264,560497,2323776 +2021-03-14,6048.0,6405.0,7595.0,28980.0,40376.0,293027.0,99967,74998,138061,292264,560497,2323776 +2021-03-15,6139.0,6517.0,7700.0,29400.0,41027.0,298186.0,99967,74998,138061,292264,560497,2323776 +2021-03-16,6258.0,6643.0,7826.0,29897.0,41818.0,304458.0,99967,74998,138061,292264,560497,2323776 +2021-03-17,6405.0,6797.0,7987.0,30667.0,42679.0,310793.0,99967,74998,138061,292264,560497,2323776 +2021-03-18,6559.0,6979.0,8162.0,31353.0,43582.0,317674.0,99967,74998,138061,292264,560497,2323776 +2021-03-19,6713.0,7168.0,8365.0,32158.0,44604.0,325038.0,99967,74998,138061,292264,560497,2323776 +2021-03-20,6895.0,7378.0,8561.0,33082.0,46102.0,335783.0,99967,74998,138061,292264,560497,2323776 +2021-03-21,7007.0,7504.0,8652.0,33663.0,46963.0,341026.0,99967,74998,138061,292264,560497,2323776 +2021-03-22,7112.0,7616.0,8771.0,34160.0,47782.0,345954.0,99967,74998,138061,292264,560497,2323776 +2021-03-23,7252.0,7749.0,8904.0,34762.0,48657.0,351435.0,99967,74998,138061,292264,560497,2323776 +2021-03-24,7420.0,7903.0,9065.0,35483.0,49616.0,357525.0,99967,74998,138061,292264,560497,2323776 +2021-03-25,7616.0,8078.0,9247.0,36295.0,50680.0,364343.0,99967,74998,138061,292264,560497,2323776 +2021-03-26,7805.0,8246.0,9471.0,37338.0,52038.0,371784.0,99967,74998,138061,292264,560497,2323776 +2021-03-27,8022.0,8491.0,9723.0,38528.0,53858.0,382571.0,99967,74998,138061,292264,560497,2323776 +2021-03-28,8148.0,8631.0,9863.0,39417.0,54929.0,388115.0,99967,74998,138061,292264,560497,2323776 +2021-03-29,8267.0,8764.0,10003.0,40110.0,55888.0,393281.0,99967,74998,138061,292264,560497,2323776 +2021-03-30,8400.0,8883.0,10143.0,40936.0,56910.0,398832.0,99967,74998,138061,292264,560497,2323776 +2021-03-31,8561.0,9044.0,10339.0,41790.0,58023.0,405020.0,99967,74998,138061,292264,560497,2323776 +2021-04-01,8673.0,9142.0,10458.0,42385.0,58793.0,409255.0,99967,74998,138061,292264,560497,2323776 +2021-04-02,8743.0,9233.0,10528.0,42679.0,59297.0,412167.0,99967,74998,138061,292264,560497,2323776 +2021-04-03,8820.0,9289.0,10598.0,43036.0,59927.0,415219.0,99967,74998,138061,292264,560497,2323776 +2021-04-04,8841.0,9331.0,10640.0,43218.0,60214.0,416857.0,99967,74998,138061,292264,560497,2323776 +2021-04-05,8862.0,9345.0,10668.0,43309.0,60333.0,417564.0,99967,74998,138061,292264,560497,2323776 +2021-04-06,8918.0,9387.0,10738.0,43547.0,60599.0,418964.0,99967,74998,138061,292264,560497,2323776 +2021-04-07,8981.0,9443.0,10822.0,43897.0,60907.0,420630.0,99967,74998,138061,292264,560497,2323776 +2021-04-08,9016.0,9471.0,10857.0,44093.0,61138.0,421834.0,99967,74998,138061,292264,560497,2323776 +2021-04-09,9044.0,9492.0,10885.0,44289.0,61383.0,422779.0,99967,74998,138061,292264,560497,2323776 +2021-04-10,9065.0,9520.0,10920.0,44408.0,61607.0,424039.0,99967,74998,138061,292264,560497,2323776 +2021-04-11,9072.0,9527.0,10927.0,44457.0,61747.0,424683.0,99967,74998,138061,292264,560497,2323776 +2021-04-12,9093.0,9541.0,10941.0,44506.0,61831.0,425180.0,99967,74998,138061,292264,560497,2323776 +2021-04-13,9107.0,9555.0,10955.0,44555.0,61908.0,425642.0,99967,74998,138061,292264,560497,2323776 +2021-04-14,9135.0,9583.0,10976.0,44653.0,62104.0,426818.0,99967,74998,138061,292264,560497,2323776 +2021-04-15,9156.0,9597.0,11011.0,44737.0,62258.0,427630.0,99967,74998,138061,292264,560497,2323776 +2021-04-16,9184.0,9632.0,11046.0,44835.0,62489.0,428841.0,99967,74998,138061,292264,560497,2323776 +2021-04-17,9205.0,9660.0,11081.0,44940.0,62727.0,429898.0,99967,74998,138061,292264,560497,2323776 +2021-04-18,9226.0,9681.0,11109.0,45010.0,62909.0,430689.0,99967,74998,138061,292264,560497,2323776 +2021-04-19,9240.0,9702.0,11137.0,45066.0,62993.0,431137.0,99967,74998,138061,292264,560497,2323776 +2021-04-20,9254.0,9709.0,11165.0,45157.0,63084.0,431613.0,99967,74998,138061,292264,560497,2323776 +2021-04-21,9289.0,9737.0,11193.0,45248.0,63210.0,432257.0,99967,74998,138061,292264,560497,2323776 +2021-04-22,9331.0,9758.0,11249.0,45332.0,63455.0,433643.0,99967,74998,138061,292264,560497,2323776 +2021-04-23,9366.0,9779.0,11291.0,45437.0,63672.0,434700.0,99967,74998,138061,292264,560497,2323776 +2021-04-24,9387.0,9814.0,11333.0,45549.0,63938.0,435946.0,99967,74998,138061,292264,560497,2323776 +2021-04-25,9401.0,9821.0,11354.0,45605.0,64113.0,436667.0,99967,74998,138061,292264,560497,2323776 +2021-04-26,9422.0,9856.0,11396.0,45696.0,64211.0,437122.0,99967,74998,138061,292264,560497,2323776 +2021-04-27,9443.0,9877.0,11431.0,45815.0,64330.0,437801.0,99967,74998,138061,292264,560497,2323776 +2021-04-28,9464.0,9898.0,11473.0,45934.0,64484.0,438711.0,99967,74998,138061,292264,560497,2323776 +2021-04-29,9492.0,9912.0,11508.0,46060.0,64680.0,439740.0,99967,74998,138061,292264,560497,2323776 +2021-04-30,9513.0,9933.0,11550.0,46144.0,64876.0,440846.0,99967,74998,138061,292264,560497,2323776 +2021-05-01,9527.0,9954.0,11571.0,46235.0,65009.0,441441.0,99967,74998,138061,292264,560497,2323776 +2021-05-02,9534.0,9968.0,11585.0,46284.0,65072.0,441812.0,99967,74998,138061,292264,560497,2323776 +2021-05-03,9541.0,9968.0,11592.0,46312.0,65093.0,441959.0,99967,74998,138061,292264,560497,2323776 +2021-05-04,9555.0,9975.0,11613.0,46347.0,65163.0,442246.0,99967,74998,138061,292264,560497,2323776 +2021-05-05,9583.0,9996.0,11641.0,46578.0,65275.0,442834.0,99967,74998,138061,292264,560497,2323776 +2021-05-06,9625.0,10024.0,11690.0,46879.0,65527.0,444010.0,99967,74998,138061,292264,560497,2323776 +2021-05-07,9660.0,10052.0,11753.0,47054.0,65863.0,445578.0,99967,74998,138061,292264,560497,2323776 +2021-05-08,9674.0,10073.0,11802.0,47180.0,66080.0,446649.0,99967,74998,138061,292264,560497,2323776 +2021-05-09,9695.0,10087.0,11816.0,47229.0,66164.0,447111.0,99967,74998,138061,292264,560497,2323776 +2021-05-10,9716.0,10101.0,11844.0,47530.0,66283.0,447678.0,99967,74998,138061,292264,560497,2323776 +2021-05-11,9765.0,10150.0,11921.0,48076.0,66654.0,449792.0,99967,74998,138061,292264,560497,2323776 +2021-05-12,9835.0,10248.0,12082.0,48538.0,67774.0,454636.0,99967,74998,138061,292264,560497,2323776 +2021-05-13,9919.0,10381.0,12264.0,49084.0,68985.0,461104.0,99967,74998,138061,292264,560497,2323776 +2021-05-14,10017.0,10514.0,12565.0,49679.0,70014.0,466298.0,99967,74998,138061,292264,560497,2323776 +2021-05-15,10122.0,10633.0,12740.0,50337.0,71099.0,471632.0,99967,74998,138061,292264,560497,2323776 +2021-05-16,10185.0,10710.0,12852.0,50666.0,71820.0,474712.0,99967,74998,138061,292264,560497,2323776 +2021-05-17,10213.0,10752.0,12929.0,50925.0,72177.0,476560.0,99967,74998,138061,292264,560497,2323776 +2021-05-18,10318.0,10892.0,13223.0,51751.0,73220.0,482118.0,99967,74998,138061,292264,560497,2323776 +2021-05-19,10437.0,11074.0,13489.0,52787.0,75208.0,491624.0,99967,74998,138061,292264,560497,2323776 +2021-05-20,10591.0,11249.0,13769.0,53760.0,76951.0,500493.0,99967,74998,138061,292264,560497,2323776 +2021-05-21,10682.0,11368.0,13937.0,54306.0,78036.0,505778.0,99967,74998,138061,292264,560497,2323776 +2021-05-22,10759.0,11452.0,14126.0,54782.0,78806.0,509642.0,99967,74998,138061,292264,560497,2323776 +2021-05-23,10815.0,11515.0,14280.0,55160.0,79170.0,511357.0,99967,74998,138061,292264,560497,2323776 +2021-05-24,10843.0,11543.0,14343.0,55398.0,79492.0,512442.0,99967,74998,138061,292264,560497,2323776 +2021-05-25,10920.0,11648.0,14490.0,56056.0,80675.0,518000.0,99967,74998,138061,292264,560497,2323776 +2021-05-26,11067.0,11837.0,14770.0,57085.0,82537.0,528052.0,99967,74998,138061,292264,560497,2323776 +2021-05-27,11214.0,12005.0,15106.0,58366.0,84224.0,536109.0,99967,74998,138061,292264,560497,2323776 +2021-05-28,11368.0,12145.0,15386.0,59311.0,85155.0,540827.0,99967,74998,138061,292264,560497,2323776 +2021-05-29,11459.0,12264.0,15617.0,60263.0,86107.0,545153.0,99967,74998,138061,292264,560497,2323776 +2021-05-30,11536.0,12362.0,15757.0,60977.0,86737.0,547743.0,99967,74998,138061,292264,560497,2323776 +2021-05-31,11620.0,12516.0,16072.0,62118.0,87745.0,551327.0,99967,74998,138061,292264,560497,2323776 +2021-06-01,11697.0,12607.0,16247.0,62755.0,88403.0,554526.0,99967,74998,138061,292264,560497,2323776 +2021-06-02,11858.0,12775.0,16506.0,63882.0,90111.0,562044.0,99967,74998,138061,292264,560497,2323776 +2021-06-03,12005.0,13006.0,16982.0,65359.0,91931.0,571361.0,99967,74998,138061,292264,560497,2323776 +2021-06-04,12194.0,13265.0,17395.0,66710.0,94017.0,581329.0,99967,74998,138061,292264,560497,2323776 +2021-06-05,12418.0,13559.0,18025.0,68880.0,96824.0,595420.0,99967,74998,138061,292264,560497,2323776 +2021-06-06,12551.0,13727.0,18326.0,70385.0,98343.0,601524.0,99967,74998,138061,292264,560497,2323776 +2021-06-07,12656.0,13881.0,18508.0,71113.0,99673.0,607089.0,99967,74998,138061,292264,560497,2323776 +2021-06-08,12782.0,14119.0,18963.0,72030.0,101556.0,616196.0,99967,74998,138061,292264,560497,2323776 +2021-06-09,13090.0,14567.0,19747.0,73899.0,106015.0,638148.0,99967,74998,138061,292264,560497,2323776 +2021-06-10,13398.0,15099.0,20713.0,75957.0,110866.0,661416.0,99967,74998,138061,292264,560497,2323776 +2021-06-11,13734.0,15575.0,21511.0,77826.0,115843.0,684530.0,99967,74998,138061,292264,560497,2323776 +2021-06-12,14266.0,16310.0,22652.0,80794.0,123928.0,722260.0,99967,74998,138061,292264,560497,2323776 +2021-06-13,14581.0,16751.0,23415.0,82649.0,128604.0,743785.0,99967,74998,138061,292264,560497,2323776 +2021-06-14,14868.0,17129.0,24024.0,84175.0,132300.0,762139.0,99967,74998,138061,292264,560497,2323776 +2021-06-15,15253.0,17654.0,24850.0,86149.0,138159.0,788151.0,99967,74998,138061,292264,560497,2323776 +2021-06-16,15778.0,18431.0,26005.0,88774.0,145873.0,822276.0,99967,74998,138061,292264,560497,2323776 +2021-06-17,16415.0,19383.0,27293.0,91987.0,155834.0,864423.0,99967,74998,138061,292264,560497,2323776 +2021-06-18,17122.0,20293.0,28917.0,95711.0,165242.0,903686.0,99967,74998,138061,292264,560497,2323776 +2021-06-19,18025.0,21406.0,30723.0,100506.0,178598.0,954352.0,99967,74998,138061,292264,560497,2323776 +2021-06-20,18501.0,22113.0,31815.0,103320.0,187096.0,985803.0,99967,74998,138061,292264,560497,2323776 +2021-06-21,18907.0,22652.0,32606.0,105399.0,194068.0,1012333.0,99967,74998,138061,292264,560497,2323776 +2021-06-22,19572.0,23450.0,33768.0,108381.0,203063.0,1045359.0,99967,74998,138061,292264,560497,2323776 +2021-06-23,20321.0,24297.0,35077.0,111657.0,213332.0,1082823.0,99967,74998,138061,292264,560497,2323776 +2021-06-24,21231.0,25186.0,36456.0,115087.0,223881.0,1121365.0,99967,74998,138061,292264,560497,2323776 +2021-06-25,22022.0,26033.0,37716.0,118251.0,233681.0,1155406.0,99967,74998,138061,292264,560497,2323776 +2021-06-26,22946.0,26964.0,39109.0,122297.0,245574.0,1196230.0,99967,74998,138061,292264,560497,2323776 +2021-06-27,23506.0,27580.0,39998.0,124810.0,252882.0,1220751.0,99967,74998,138061,292264,560497,2323776 +2021-06-28,23933.0,28077.0,40733.0,126854.0,258244.0,1238790.0,99967,74998,138061,292264,560497,2323776 +2021-06-29,24472.0,28616.0,41538.0,129010.0,264537.0,1259727.0,99967,74998,138061,292264,560497,2323776 +2021-06-30,25060.0,29162.0,42329.0,131194.0,271271.0,1281616.0,99967,74998,138061,292264,560497,2323776 +2021-07-01,25648.0,29743.0,43162.0,133413.0,278306.0,1305164.0,99967,74998,138061,292264,560497,2323776 +2021-07-02,26201.0,30212.0,43890.0,135345.0,283500.0,1322853.0,99967,74998,138061,292264,560497,2323776 +2021-07-03,26845.0,30737.0,44695.0,137851.0,290542.0,1345099.0,99967,74998,138061,292264,560497,2323776 +2021-07-04,27160.0,31010.0,45206.0,139069.0,294217.0,1356887.0,99967,74998,138061,292264,560497,2323776 +2021-07-05,27468.0,31297.0,45661.0,140196.0,297206.0,1367093.0,99967,74998,138061,292264,560497,2323776 +2021-07-06,27832.0,31682.0,46144.0,141729.0,301077.0,1379336.0,99967,74998,138061,292264,560497,2323776 +2021-07-07,28308.0,32060.0,46711.0,143262.0,304955.0,1391642.0,99967,74998,138061,292264,560497,2323776 +2021-07-08,28756.0,32445.0,47250.0,144928.0,309015.0,1405131.0,99967,74998,138061,292264,560497,2323776 +2021-07-09,29288.0,32774.0,47733.0,146419.0,312690.0,1416674.0,99967,74998,138061,292264,560497,2323776 +2021-07-10,29771.0,33110.0,48258.0,148120.0,316666.0,1428910.0,99967,74998,138061,292264,560497,2323776 +2021-07-11,30002.0,33285.0,48489.0,148953.0,318367.0,1434391.0,99967,74998,138061,292264,560497,2323776 +2021-07-12,30254.0,33467.0,48762.0,149877.0,319935.0,1439473.0,99967,74998,138061,292264,560497,2323776 +2021-07-13,30562.0,33677.0,49063.0,150773.0,321944.0,1445766.0,99967,74998,138061,292264,560497,2323776 +2021-07-14,30870.0,33957.0,49413.0,151802.0,324212.0,1453480.0,99967,74998,138061,292264,560497,2323776 +2021-07-15,31171.0,34202.0,49735.0,152824.0,326452.0,1460914.0,99967,74998,138061,292264,560497,2323776 +2021-07-16,31486.0,34405.0,50029.0,153650.0,328370.0,1467676.0,99967,74998,138061,292264,560497,2323776 +2021-07-17,31843.0,34608.0,50379.0,154861.0,331114.0,1476622.0,99967,74998,138061,292264,560497,2323776 +2021-07-18,31976.0,34706.0,50554.0,155407.0,332346.0,1480738.0,99967,74998,138061,292264,560497,2323776 +2021-07-19,32165.0,34839.0,50736.0,155953.0,333515.0,1484819.0,99967,74998,138061,292264,560497,2323776 +2021-07-20,32354.0,34986.0,50883.0,156359.0,334782.0,1489390.0,99967,74998,138061,292264,560497,2323776 +2021-07-21,32578.0,35161.0,51093.0,156870.0,336322.0,1494787.0,99967,74998,138061,292264,560497,2323776 +2021-07-22,32809.0,35329.0,51275.0,157437.0,337687.0,1499862.0,99967,74998,138061,292264,560497,2323776 +2021-07-23,33033.0,35469.0,51492.0,158039.0,338912.0,1504412.0,99967,74998,138061,292264,560497,2323776 +2021-07-24,33250.0,35637.0,51681.0,158774.0,340396.0,1509627.0,99967,74998,138061,292264,560497,2323776 +2021-07-25,33390.0,35749.0,51814.0,159215.0,341243.0,1512707.0,99967,74998,138061,292264,560497,2323776 +2021-07-26,33537.0,35847.0,51954.0,159684.0,342139.0,1515780.0,99967,74998,138061,292264,560497,2323776 +2021-07-27,33719.0,35973.0,52122.0,160230.0,343077.0,1518951.0,99967,74998,138061,292264,560497,2323776 +2021-07-28,33943.0,36099.0,52283.0,160804.0,344120.0,1522906.0,99967,74998,138061,292264,560497,2323776 +2021-07-29,34132.0,36218.0,52451.0,161399.0,345233.0,1526854.0,99967,74998,138061,292264,560497,2323776 +2021-07-30,34349.0,36316.0,52619.0,161945.0,346094.0,1530172.0,99967,74998,138061,292264,560497,2323776 +2021-07-31,34566.0,36456.0,52815.0,162673.0,347207.0,1534288.0,99967,74998,138061,292264,560497,2323776 +2021-08-01,34657.0,36554.0,52913.0,163079.0,347914.0,1536843.0,99967,74998,138061,292264,560497,2323776 +2021-08-02,34839.0,36666.0,53039.0,163513.0,348579.0,1539300.0,99967,74998,138061,292264,560497,2323776 +2021-08-03,35014.0,36764.0,53186.0,164129.0,349328.0,1542044.0,99967,74998,138061,292264,560497,2323776 +2021-08-04,35252.0,36890.0,53368.0,164717.0,350140.0,1545194.0,99967,74998,138061,292264,560497,2323776 +2021-08-05,35476.0,37023.0,53515.0,165256.0,351015.0,1548414.0,99967,74998,138061,292264,560497,2323776 +2021-08-06,35686.0,37128.0,53669.0,165837.0,351750.0,1551235.0,99967,74998,138061,292264,560497,2323776 +2021-08-07,35889.0,37247.0,53844.0,166544.0,352723.0,1554861.0,99967,74998,138061,292264,560497,2323776 +2021-08-08,35994.0,37310.0,53956.0,166873.0,353269.0,1556884.0,99967,74998,138061,292264,560497,2323776 +2021-08-09,36155.0,37380.0,54089.0,167384.0,353871.0,1559054.0,99967,74998,138061,292264,560497,2323776 +2021-08-10,36316.0,37485.0,54222.0,167895.0,354473.0,1561259.0,99967,74998,138061,292264,560497,2323776 +2021-08-11,36505.0,37590.0,54369.0,168420.0,355180.0,1564017.0,99967,74998,138061,292264,560497,2323776 +2021-08-12,36673.0,37695.0,54495.0,168952.0,355831.0,1566768.0,99967,74998,138061,292264,560497,2323776 +2021-08-13,36834.0,37793.0,54621.0,169428.0,356433.0,1569078.0,99967,74998,138061,292264,560497,2323776 +2021-08-14,36995.0,37877.0,54733.0,169995.0,357091.0,1571696.0,99967,74998,138061,292264,560497,2323776 +2021-08-15,37072.0,37940.0,54817.0,170310.0,357532.0,1573425.0,99967,74998,138061,292264,560497,2323776 +2021-08-16,37198.0,38010.0,54929.0,170688.0,358008.0,1575336.0,99967,74998,138061,292264,560497,2323776 +2021-08-17,37345.0,38101.0,55034.0,171052.0,358540.0,1577415.0,99967,74998,138061,292264,560497,2323776 +2021-08-18,37506.0,38213.0,55146.0,171472.0,359093.0,1579746.0,99967,74998,138061,292264,560497,2323776 +2021-08-19,37674.0,38311.0,55258.0,171878.0,359646.0,1582035.0,99967,74998,138061,292264,560497,2323776 +2021-08-20,37856.0,38381.0,55398.0,172284.0,360185.0,1584310.0,99967,74998,138061,292264,560497,2323776 +2021-08-21,38010.0,38486.0,55531.0,172753.0,360878.0,1587068.0,99967,74998,138061,292264,560497,2323776 +2021-08-22,38115.0,38542.0,55601.0,173012.0,361277.0,1588580.0,99967,74998,138061,292264,560497,2323776 +2021-08-23,38255.0,38591.0,55699.0,173355.0,361704.0,1590281.0,99967,74998,138061,292264,560497,2323776 +2021-08-24,38416.0,38675.0,55818.0,173775.0,362250.0,1592458.0,99967,74998,138061,292264,560497,2323776 +2021-08-25,38577.0,38759.0,55937.0,174188.0,362768.0,1594614.0,99967,74998,138061,292264,560497,2323776 +2021-08-26,38766.0,38829.0,56056.0,174580.0,363370.0,1596707.0,99967,74998,138061,292264,560497,2323776 +2021-08-27,38927.0,38906.0,56168.0,174944.0,363832.0,1598597.0,99967,74998,138061,292264,560497,2323776 +2021-08-28,39046.0,38976.0,56280.0,175385.0,364322.0,1600571.0,99967,74998,138061,292264,560497,2323776 +2021-08-29,39109.0,39025.0,56336.0,175644.0,364588.0,1601670.0,99967,74998,138061,292264,560497,2323776 +2021-08-30,39186.0,39060.0,56385.0,175840.0,364833.0,1602545.0,99967,74998,138061,292264,560497,2323776 +2021-08-31,39326.0,39130.0,56483.0,176155.0,365253.0,1604120.0,99967,74998,138061,292264,560497,2323776 +2021-09-01,39466.0,39200.0,56574.0,176484.0,365687.0,1605891.0,99967,74998,138061,292264,560497,2323776 diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 18-29 population by imd categories_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 18-29 population by imd categories_tpp.csv index 1804494..8faae2c 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 18-29 population by imd categories_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 18-29 population by imd categories_tpp.csv @@ -1,260 +1,272 @@ covid_vacc_date,1 Most deprived,2,3,4,5 Least deprived,Unknown,1 Most deprived_total,2_total,3_total,4_total,5 Least deprived_total,Unknown_total -2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,789516,745444,707035,612976,518714,112322 -2020-12-02,0.0,0.0,0.0,0.0,0.0,0.0,789516,745444,707035,612976,518714,112322 -2020-12-04,0.0,0.0,0.0,0.0,0.0,0.0,789516,745444,707035,612976,518714,112322 -2020-12-06,0.0,0.0,0.0,0.0,0.0,0.0,789516,745444,707035,612976,518714,112322 -2020-12-08,21.0,35.0,21.0,35.0,28.0,0.0,789516,745444,707035,612976,518714,112322 -2020-12-09,91.0,91.0,91.0,84.0,70.0,21.0,789516,745444,707035,612976,518714,112322 -2020-12-10,147.0,175.0,154.0,147.0,126.0,35.0,789516,745444,707035,612976,518714,112322 -2020-12-11,217.0,245.0,224.0,210.0,175.0,42.0,789516,745444,707035,612976,518714,112322 -2020-12-12,252.0,315.0,301.0,294.0,231.0,56.0,789516,745444,707035,612976,518714,112322 -2020-12-13,315.0,371.0,357.0,357.0,273.0,77.0,789516,745444,707035,612976,518714,112322 -2020-12-14,378.0,455.0,434.0,413.0,315.0,91.0,789516,745444,707035,612976,518714,112322 -2020-12-15,490.0,553.0,567.0,511.0,399.0,119.0,789516,745444,707035,612976,518714,112322 -2020-12-16,644.0,686.0,721.0,651.0,532.0,140.0,789516,745444,707035,612976,518714,112322 -2020-12-17,805.0,861.0,889.0,819.0,651.0,161.0,789516,745444,707035,612976,518714,112322 -2020-12-18,945.0,1015.0,1050.0,973.0,770.0,196.0,789516,745444,707035,612976,518714,112322 -2020-12-19,1043.0,1148.0,1190.0,1099.0,903.0,224.0,789516,745444,707035,612976,518714,112322 -2020-12-20,1190.0,1309.0,1358.0,1260.0,1064.0,266.0,789516,745444,707035,612976,518714,112322 -2020-12-21,1442.0,1519.0,1554.0,1449.0,1232.0,315.0,789516,745444,707035,612976,518714,112322 -2020-12-22,1603.0,1701.0,1785.0,1673.0,1400.0,371.0,789516,745444,707035,612976,518714,112322 -2020-12-23,1834.0,2002.0,2093.0,1960.0,1652.0,427.0,789516,745444,707035,612976,518714,112322 -2020-12-24,1925.0,2128.0,2219.0,2114.0,1792.0,462.0,789516,745444,707035,612976,518714,112322 -2020-12-25,1925.0,2128.0,2226.0,2114.0,1799.0,462.0,789516,745444,707035,612976,518714,112322 -2020-12-26,1932.0,2149.0,2240.0,2128.0,1806.0,469.0,789516,745444,707035,612976,518714,112322 -2020-12-27,1974.0,2184.0,2282.0,2177.0,1834.0,483.0,789516,745444,707035,612976,518714,112322 -2020-12-28,2044.0,2261.0,2373.0,2254.0,1911.0,497.0,789516,745444,707035,612976,518714,112322 -2020-12-29,2226.0,2485.0,2576.0,2436.0,2051.0,560.0,789516,745444,707035,612976,518714,112322 -2020-12-30,2639.0,2954.0,3038.0,2905.0,2401.0,658.0,789516,745444,707035,612976,518714,112322 -2020-12-31,3045.0,3458.0,3500.0,3367.0,2744.0,749.0,789516,745444,707035,612976,518714,112322 -2021-01-01,3136.0,3577.0,3640.0,3507.0,2835.0,770.0,789516,745444,707035,612976,518714,112322 -2021-01-02,3276.0,3724.0,3836.0,3654.0,2954.0,819.0,789516,745444,707035,612976,518714,112322 -2021-01-03,3409.0,3878.0,3997.0,3787.0,3066.0,847.0,789516,745444,707035,612976,518714,112322 -2021-01-04,3605.0,4151.0,4284.0,4060.0,3290.0,896.0,789516,745444,707035,612976,518714,112322 -2021-01-05,3941.0,4578.0,4781.0,4501.0,3696.0,994.0,789516,745444,707035,612976,518714,112322 -2021-01-06,4389.0,5194.0,5439.0,5110.0,4249.0,1148.0,789516,745444,707035,612976,518714,112322 -2021-01-07,5068.0,6083.0,6419.0,5985.0,4998.0,1323.0,789516,745444,707035,612976,518714,112322 -2021-01-08,5922.0,7098.0,7448.0,6958.0,5782.0,1533.0,789516,745444,707035,612976,518714,112322 -2021-01-09,6643.0,7917.0,8407.0,7847.0,6503.0,1715.0,789516,745444,707035,612976,518714,112322 -2021-01-10,7077.0,8470.0,9086.0,8484.0,7021.0,1834.0,789516,745444,707035,612976,518714,112322 -2021-01-11,7749.0,9338.0,10038.0,9366.0,7854.0,2044.0,789516,745444,707035,612976,518714,112322 -2021-01-12,8638.0,10444.0,11186.0,10437.0,8792.0,2289.0,789516,745444,707035,612976,518714,112322 -2021-01-13,9688.0,11662.0,12502.0,11634.0,9786.0,2555.0,789516,745444,707035,612976,518714,112322 -2021-01-14,10801.0,12992.0,13951.0,12929.0,10878.0,2856.0,789516,745444,707035,612976,518714,112322 -2021-01-15,12089.0,14455.0,15610.0,14350.0,12117.0,3164.0,789516,745444,707035,612976,518714,112322 -2021-01-16,13195.0,15757.0,16989.0,15603.0,13230.0,3430.0,789516,745444,707035,612976,518714,112322 -2021-01-17,14000.0,16646.0,17990.0,16492.0,14042.0,3647.0,789516,745444,707035,612976,518714,112322 -2021-01-18,14980.0,17850.0,19222.0,17654.0,15064.0,3885.0,789516,745444,707035,612976,518714,112322 -2021-01-19,16065.0,19033.0,20699.0,18893.0,16156.0,4144.0,789516,745444,707035,612976,518714,112322 -2021-01-20,17304.0,20510.0,22330.0,20349.0,17367.0,4431.0,789516,745444,707035,612976,518714,112322 -2021-01-21,18704.0,21980.0,23898.0,21763.0,18613.0,4732.0,789516,745444,707035,612976,518714,112322 -2021-01-22,20307.0,23639.0,25662.0,23422.0,20055.0,5047.0,789516,745444,707035,612976,518714,112322 -2021-01-23,21490.0,24983.0,27160.0,24829.0,21224.0,5327.0,789516,745444,707035,612976,518714,112322 -2021-01-24,22211.0,25823.0,28014.0,25571.0,21910.0,5467.0,789516,745444,707035,612976,518714,112322 -2021-01-25,23093.0,26824.0,29085.0,26579.0,22708.0,5663.0,789516,745444,707035,612976,518714,112322 -2021-01-26,24192.0,27993.0,30296.0,27615.0,23583.0,5936.0,789516,745444,707035,612976,518714,112322 -2021-01-27,25235.0,29120.0,31437.0,28700.0,24437.0,6139.0,789516,745444,707035,612976,518714,112322 -2021-01-28,26271.0,30261.0,32606.0,29729.0,25354.0,6349.0,789516,745444,707035,612976,518714,112322 -2021-01-29,27363.0,31493.0,33845.0,30835.0,26236.0,6559.0,789516,745444,707035,612976,518714,112322 -2021-01-30,28287.0,32445.0,34776.0,31703.0,27020.0,6748.0,789516,745444,707035,612976,518714,112322 -2021-01-31,28924.0,33166.0,35518.0,32417.0,27622.0,6888.0,789516,745444,707035,612976,518714,112322 -2021-02-01,29554.0,33817.0,36211.0,33075.0,28133.0,7000.0,789516,745444,707035,612976,518714,112322 -2021-02-02,30191.0,34559.0,36953.0,33754.0,28721.0,7126.0,789516,745444,707035,612976,518714,112322 -2021-02-03,30919.0,35371.0,37779.0,34510.0,29344.0,7252.0,789516,745444,707035,612976,518714,112322 -2021-02-04,31738.0,36204.0,38633.0,35301.0,30037.0,7392.0,789516,745444,707035,612976,518714,112322 -2021-02-05,32536.0,37044.0,39473.0,36015.0,30660.0,7546.0,789516,745444,707035,612976,518714,112322 -2021-02-06,33208.0,37814.0,40215.0,36687.0,31262.0,7679.0,789516,745444,707035,612976,518714,112322 -2021-02-07,33579.0,38220.0,40684.0,37072.0,31626.0,7756.0,789516,745444,707035,612976,518714,112322 -2021-02-08,34055.0,38710.0,41146.0,37506.0,31990.0,7847.0,789516,745444,707035,612976,518714,112322 -2021-02-09,34587.0,39263.0,41748.0,38052.0,32466.0,7945.0,789516,745444,707035,612976,518714,112322 -2021-02-10,35161.0,39921.0,42413.0,38668.0,33012.0,8078.0,789516,745444,707035,612976,518714,112322 -2021-02-11,35875.0,40754.0,43232.0,39375.0,33544.0,8211.0,789516,745444,707035,612976,518714,112322 -2021-02-12,36715.0,41622.0,44093.0,40152.0,34188.0,8379.0,789516,745444,707035,612976,518714,112322 -2021-02-13,37660.0,42644.0,45129.0,41020.0,34979.0,8561.0,789516,745444,707035,612976,518714,112322 -2021-02-14,38122.0,43099.0,45654.0,41517.0,35441.0,8673.0,789516,745444,707035,612976,518714,112322 -2021-02-15,38759.0,43764.0,46326.0,42098.0,35910.0,8778.0,789516,745444,707035,612976,518714,112322 -2021-02-16,39683.0,44688.0,47299.0,42910.0,36631.0,8904.0,789516,745444,707035,612976,518714,112322 -2021-02-17,41111.0,46067.0,48713.0,44065.0,37590.0,9142.0,789516,745444,707035,612976,518714,112322 -2021-02-18,42532.0,47495.0,50078.0,45304.0,38598.0,9408.0,789516,745444,707035,612976,518714,112322 -2021-02-19,43855.0,48755.0,51394.0,46403.0,39550.0,9639.0,789516,745444,707035,612976,518714,112322 -2021-02-20,45122.0,50029.0,52703.0,47600.0,40761.0,9849.0,789516,745444,707035,612976,518714,112322 -2021-02-21,45675.0,50568.0,53298.0,48076.0,41209.0,9954.0,789516,745444,707035,612976,518714,112322 -2021-02-22,46459.0,51205.0,54054.0,48650.0,41685.0,10059.0,789516,745444,707035,612976,518714,112322 -2021-02-23,47845.0,52549.0,55398.0,49840.0,42777.0,10318.0,789516,745444,707035,612976,518714,112322 -2021-02-24,49707.0,54313.0,57281.0,51457.0,44065.0,10598.0,789516,745444,707035,612976,518714,112322 -2021-02-25,51814.0,56259.0,59339.0,53333.0,45675.0,10934.0,789516,745444,707035,612976,518714,112322 -2021-02-26,53970.0,58289.0,61411.0,55279.0,47236.0,11298.0,789516,745444,707035,612976,518714,112322 -2021-02-27,56021.0,60158.0,63182.0,57001.0,48748.0,11634.0,789516,745444,707035,612976,518714,112322 -2021-02-28,56952.0,61005.0,63931.0,57582.0,49315.0,11774.0,789516,745444,707035,612976,518714,112322 -2021-03-01,57771.0,61754.0,64575.0,58065.0,49798.0,11893.0,789516,745444,707035,612976,518714,112322 -2021-03-02,58541.0,62524.0,65275.0,58597.0,50239.0,11991.0,789516,745444,707035,612976,518714,112322 -2021-03-03,59752.0,63833.0,66479.0,59668.0,51177.0,12222.0,789516,745444,707035,612976,518714,112322 -2021-03-04,61292.0,65275.0,68019.0,61159.0,52570.0,12474.0,789516,745444,707035,612976,518714,112322 -2021-03-05,63182.0,67039.0,69944.0,62951.0,53998.0,12803.0,789516,745444,707035,612976,518714,112322 -2021-03-06,65191.0,68810.0,71911.0,64715.0,55601.0,13153.0,789516,745444,707035,612976,518714,112322 -2021-03-07,65940.0,69370.0,72450.0,65198.0,56049.0,13244.0,789516,745444,707035,612976,518714,112322 -2021-03-08,66780.0,70007.0,73038.0,65674.0,56406.0,13342.0,789516,745444,707035,612976,518714,112322 -2021-03-09,67683.0,70770.0,73801.0,66220.0,56896.0,13496.0,789516,745444,707035,612976,518714,112322 -2021-03-10,68649.0,71750.0,74809.0,66976.0,57687.0,13657.0,789516,745444,707035,612976,518714,112322 -2021-03-11,69657.0,72632.0,75572.0,67893.0,58310.0,13818.0,789516,745444,707035,612976,518714,112322 -2021-03-12,71533.0,74298.0,77189.0,69314.0,59668.0,14098.0,789516,745444,707035,612976,518714,112322 -2021-03-13,73941.0,76587.0,79527.0,71463.0,61600.0,14518.0,789516,745444,707035,612976,518714,112322 -2021-03-14,75033.0,77693.0,80563.0,72380.0,62391.0,14714.0,789516,745444,707035,612976,518714,112322 -2021-03-15,76468.0,79030.0,81823.0,73528.0,63483.0,14973.0,789516,745444,707035,612976,518714,112322 -2021-03-16,78190.0,80801.0,83307.0,74956.0,64729.0,15260.0,789516,745444,707035,612976,518714,112322 -2021-03-17,80164.0,82642.0,84903.0,76461.0,65982.0,15526.0,789516,745444,707035,612976,518714,112322 -2021-03-18,82152.0,84602.0,86723.0,78057.0,67305.0,15827.0,789516,745444,707035,612976,518714,112322 -2021-03-19,84210.0,86646.0,88669.0,79870.0,68831.0,16177.0,789516,745444,707035,612976,518714,112322 -2021-03-20,86996.0,89348.0,91644.0,82411.0,71148.0,16653.0,789516,745444,707035,612976,518714,112322 -2021-03-21,88256.0,90762.0,93142.0,83748.0,72401.0,16905.0,789516,745444,707035,612976,518714,112322 -2021-03-22,89649.0,92218.0,94507.0,84945.0,73388.0,17101.0,789516,745444,707035,612976,518714,112322 -2021-03-23,91084.0,93758.0,95991.0,86338.0,74634.0,17374.0,789516,745444,707035,612976,518714,112322 -2021-03-24,92771.0,95536.0,97685.0,87822.0,75929.0,17689.0,789516,745444,707035,612976,518714,112322 -2021-03-25,94808.0,97426.0,99547.0,89530.0,77343.0,18025.0,789516,745444,707035,612976,518714,112322 -2021-03-26,96985.0,99715.0,101598.0,91448.0,78974.0,18375.0,789516,745444,707035,612976,518714,112322 -2021-03-27,99820.0,102683.0,104608.0,94206.0,81410.0,18886.0,789516,745444,707035,612976,518714,112322 -2021-03-28,101563.0,104363.0,106162.0,95641.0,82656.0,19166.0,789516,745444,707035,612976,518714,112322 -2021-03-29,103054.0,105840.0,107618.0,96985.0,83839.0,19425.0,789516,745444,707035,612976,518714,112322 -2021-03-30,104636.0,107499.0,109186.0,98434.0,85134.0,19677.0,789516,745444,707035,612976,518714,112322 -2021-03-31,106491.0,109326.0,110964.0,99995.0,86499.0,19971.0,789516,745444,707035,612976,518714,112322 -2021-04-01,107793.0,110551.0,112112.0,101073.0,87472.0,20174.0,789516,745444,707035,612976,518714,112322 -2021-04-02,108577.0,111363.0,112840.0,101822.0,88186.0,20321.0,789516,745444,707035,612976,518714,112322 -2021-04-03,109431.0,112203.0,113638.0,102522.0,89075.0,20482.0,789516,745444,707035,612976,518714,112322 -2021-04-04,109907.0,112595.0,113995.0,102942.0,89530.0,20587.0,789516,745444,707035,612976,518714,112322 -2021-04-05,110131.0,112791.0,114212.0,103103.0,89670.0,20622.0,789516,745444,707035,612976,518714,112322 -2021-04-06,110565.0,113232.0,114597.0,103516.0,89985.0,20692.0,789516,745444,707035,612976,518714,112322 -2021-04-07,111188.0,113771.0,115094.0,103943.0,90328.0,20790.0,789516,745444,707035,612976,518714,112322 -2021-04-08,111587.0,114086.0,115395.0,104272.0,90636.0,20867.0,789516,745444,707035,612976,518714,112322 -2021-04-09,111888.0,114387.0,115682.0,104552.0,90895.0,20916.0,789516,745444,707035,612976,518714,112322 -2021-04-10,112203.0,114681.0,116032.0,104916.0,91203.0,20965.0,789516,745444,707035,612976,518714,112322 -2021-04-11,112315.0,114821.0,116235.0,105084.0,91420.0,20986.0,789516,745444,707035,612976,518714,112322 -2021-04-12,112455.0,114982.0,116347.0,105210.0,91532.0,21014.0,789516,745444,707035,612976,518714,112322 -2021-04-13,112567.0,115136.0,116473.0,105329.0,91623.0,21042.0,789516,745444,707035,612976,518714,112322 -2021-04-14,112826.0,115521.0,116774.0,105567.0,91896.0,21105.0,789516,745444,707035,612976,518714,112322 -2021-04-15,113036.0,115752.0,116991.0,105777.0,92106.0,21140.0,789516,745444,707035,612976,518714,112322 -2021-04-16,113435.0,116074.0,117299.0,106071.0,92365.0,21196.0,789516,745444,707035,612976,518714,112322 -2021-04-17,113666.0,116333.0,117593.0,106421.0,92673.0,21231.0,789516,745444,707035,612976,518714,112322 -2021-04-18,113806.0,116515.0,117838.0,106659.0,92939.0,21266.0,789516,745444,707035,612976,518714,112322 -2021-04-19,113918.0,116620.0,117943.0,106764.0,93135.0,21280.0,789516,745444,707035,612976,518714,112322 -2021-04-20,114065.0,116767.0,118111.0,106876.0,93247.0,21315.0,789516,745444,707035,612976,518714,112322 -2021-04-21,114233.0,116977.0,118279.0,107051.0,93415.0,21343.0,789516,745444,707035,612976,518714,112322 -2021-04-22,114576.0,117355.0,118657.0,107401.0,93772.0,21406.0,789516,745444,707035,612976,518714,112322 -2021-04-23,114821.0,117649.0,118958.0,107702.0,94038.0,21462.0,789516,745444,707035,612976,518714,112322 -2021-04-24,115115.0,117957.0,119322.0,108031.0,94430.0,21497.0,789516,745444,707035,612976,518714,112322 -2021-04-25,115276.0,118146.0,119525.0,108255.0,94605.0,21539.0,789516,745444,707035,612976,518714,112322 -2021-04-26,115437.0,118300.0,119665.0,108388.0,94724.0,21574.0,789516,745444,707035,612976,518714,112322 -2021-04-27,115654.0,118496.0,119875.0,108563.0,94878.0,21616.0,789516,745444,707035,612976,518714,112322 -2021-04-28,115885.0,118762.0,120141.0,108787.0,95088.0,21658.0,789516,745444,707035,612976,518714,112322 -2021-04-29,116158.0,119035.0,120421.0,109081.0,95354.0,21700.0,789516,745444,707035,612976,518714,112322 -2021-04-30,116438.0,119357.0,120694.0,109333.0,95620.0,21770.0,789516,745444,707035,612976,518714,112322 -2021-05-01,116627.0,119511.0,120869.0,109494.0,95802.0,21798.0,789516,745444,707035,612976,518714,112322 -2021-05-02,116718.0,119609.0,120967.0,109564.0,95928.0,21812.0,789516,745444,707035,612976,518714,112322 -2021-05-03,116760.0,119665.0,121016.0,109606.0,95963.0,21819.0,789516,745444,707035,612976,518714,112322 -2021-05-04,116830.0,119770.0,121093.0,109683.0,96040.0,21840.0,789516,745444,707035,612976,518714,112322 -2021-05-05,117005.0,119994.0,121296.0,109879.0,96215.0,21875.0,789516,745444,707035,612976,518714,112322 -2021-05-06,117348.0,120386.0,121674.0,110222.0,96530.0,21945.0,789516,745444,707035,612976,518714,112322 -2021-05-07,117705.0,120869.0,122150.0,110642.0,96929.0,22022.0,789516,745444,707035,612976,518714,112322 -2021-05-08,117992.0,121191.0,122437.0,110915.0,97188.0,22085.0,789516,745444,707035,612976,518714,112322 -2021-05-09,118132.0,121303.0,122563.0,111041.0,97300.0,22113.0,789516,745444,707035,612976,518714,112322 -2021-05-10,118398.0,121597.0,122738.0,111202.0,97405.0,22162.0,789516,745444,707035,612976,518714,112322 -2021-05-11,119168.0,122269.0,123298.0,111783.0,97881.0,22302.0,789516,745444,707035,612976,518714,112322 -2021-05-12,120232.0,123438.0,124957.0,113092.0,99148.0,22568.0,789516,745444,707035,612976,518714,112322 -2021-05-13,121856.0,125076.0,126847.0,114667.0,100611.0,23016.0,789516,745444,707035,612976,518714,112322 -2021-05-14,123284.0,126420.0,128191.0,116109.0,102074.0,23352.0,789516,745444,707035,612976,518714,112322 -2021-05-15,124852.0,127897.0,129577.0,117446.0,103474.0,23674.0,789516,745444,707035,612976,518714,112322 -2021-05-16,125664.0,128744.0,130403.0,118293.0,104307.0,23870.0,789516,745444,707035,612976,518714,112322 -2021-05-17,126259.0,129213.0,130879.0,118790.0,104762.0,24003.0,789516,745444,707035,612976,518714,112322 -2021-05-18,127939.0,130844.0,132363.0,120197.0,106197.0,24339.0,789516,745444,707035,612976,518714,112322 -2021-05-19,130375.0,133364.0,134995.0,122710.0,108647.0,24836.0,789516,745444,707035,612976,518714,112322 -2021-05-20,132832.0,135716.0,137312.0,124943.0,111027.0,25305.0,789516,745444,707035,612976,518714,112322 -2021-05-21,134197.0,137067.0,138628.0,126266.0,112651.0,25634.0,789516,745444,707035,612976,518714,112322 -2021-05-22,135338.0,138180.0,139657.0,127197.0,113652.0,25851.0,789516,745444,707035,612976,518714,112322 -2021-05-23,135870.0,138831.0,140315.0,127652.0,113960.0,25977.0,789516,745444,707035,612976,518714,112322 -2021-05-24,136164.0,139202.0,140609.0,127995.0,114331.0,26061.0,789516,745444,707035,612976,518714,112322 -2021-05-25,137368.0,140609.0,142002.0,129563.0,116221.0,26334.0,789516,745444,707035,612976,518714,112322 -2021-05-26,139370.0,143248.0,144578.0,132230.0,119357.0,26894.0,789516,745444,707035,612976,518714,112322 -2021-05-27,141372.0,145614.0,147070.0,134407.0,121597.0,27286.0,789516,745444,707035,612976,518714,112322 -2021-05-28,142667.0,147140.0,148680.0,135821.0,122661.0,27545.0,789516,745444,707035,612976,518714,112322 -2021-05-29,143997.0,148491.0,150066.0,137060.0,123816.0,27769.0,789516,745444,707035,612976,518714,112322 -2021-05-30,144802.0,149422.0,150899.0,137949.0,124467.0,27916.0,789516,745444,707035,612976,518714,112322 -2021-05-31,145481.0,150913.0,152488.0,139370.0,125391.0,28098.0,789516,745444,707035,612976,518714,112322 -2021-06-01,146083.0,151830.0,153545.0,140427.0,126399.0,28287.0,789516,745444,707035,612976,518714,112322 -2021-06-02,147924.0,153923.0,155575.0,142751.0,128597.0,28721.0,789516,745444,707035,612976,518714,112322 -2021-06-03,150311.0,156793.0,158256.0,145495.0,130809.0,29246.0,789516,745444,707035,612976,518714,112322 -2021-06-04,152782.0,159810.0,161140.0,148498.0,133098.0,29848.0,789516,745444,707035,612976,518714,112322 -2021-06-05,156464.0,163926.0,165459.0,152649.0,136178.0,30702.0,789516,745444,707035,612976,518714,112322 -2021-06-06,158004.0,166138.0,167426.0,154532.0,137928.0,31080.0,789516,745444,707035,612976,518714,112322 -2021-06-07,159495.0,167720.0,169071.0,156177.0,139286.0,31416.0,789516,745444,707035,612976,518714,112322 -2021-06-08,161441.0,170226.0,171752.0,159012.0,141533.0,31955.0,789516,745444,707035,612976,518714,112322 -2021-06-09,166411.0,175966.0,177961.0,164787.0,147350.0,33292.0,789516,745444,707035,612976,518714,112322 -2021-06-10,171143.0,182126.0,185017.0,171437.0,153405.0,34678.0,789516,745444,707035,612976,518714,112322 -2021-06-11,176113.0,188153.0,191856.0,178269.0,158928.0,36085.0,789516,745444,707035,612976,518714,112322 -2021-06-12,184800.0,198268.0,203210.0,188384.0,167790.0,38122.0,789516,745444,707035,612976,518714,112322 -2021-06-13,189966.0,204470.0,209482.0,193977.0,172963.0,39340.0,789516,745444,707035,612976,518714,112322 -2021-06-14,194285.0,209412.0,214634.0,198933.0,177352.0,40425.0,789516,745444,707035,612976,518714,112322 -2021-06-15,200263.0,216174.0,222040.0,206206.0,184058.0,41937.0,789516,745444,707035,612976,518714,112322 -2021-06-16,207991.0,225351.0,231952.0,216153.0,192458.0,43729.0,789516,745444,707035,612976,518714,112322 -2021-06-17,218071.0,237062.0,244503.0,227780.0,202650.0,45864.0,789516,745444,707035,612976,518714,112322 -2021-06-18,226961.0,248269.0,256221.0,239295.0,213150.0,47754.0,789516,745444,707035,612976,518714,112322 -2021-06-19,239050.0,262689.0,272167.0,254345.0,225834.0,50190.0,789516,745444,707035,612976,518714,112322 -2021-06-20,246463.0,271922.0,281505.0,263508.0,234290.0,51653.0,789516,745444,707035,612976,518714,112322 -2021-06-21,252336.0,279055.0,289660.0,271383.0,241346.0,52899.0,789516,745444,707035,612976,518714,112322 -2021-06-22,259917.0,288533.0,300020.0,280952.0,250551.0,54418.0,789516,745444,707035,612976,518714,112322 -2021-06-23,268366.0,299012.0,312046.0,291935.0,261002.0,56028.0,789516,745444,707035,612976,518714,112322 -2021-06-24,278047.0,310156.0,324317.0,302974.0,270977.0,57659.0,789516,745444,707035,612976,518714,112322 -2021-06-25,286258.0,319690.0,334894.0,313096.0,280945.0,59199.0,789516,745444,707035,612976,518714,112322 -2021-06-26,297073.0,331520.0,347872.0,325024.0,291613.0,61047.0,789516,745444,707035,612976,518714,112322 -2021-06-27,303730.0,338744.0,355579.0,332059.0,298284.0,62174.0,789516,745444,707035,612976,518714,112322 -2021-06-28,308588.0,344043.0,361221.0,337365.0,303492.0,63000.0,789516,745444,707035,612976,518714,112322 -2021-06-29,314083.0,350154.0,368032.0,343651.0,309246.0,63854.0,789516,745444,707035,612976,518714,112322 -2021-06-30,319830.0,356601.0,375067.0,350147.0,315413.0,64750.0,789516,745444,707035,612976,518714,112322 -2021-07-01,326193.0,363510.0,382396.0,357007.0,321916.0,65625.0,789516,745444,707035,612976,518714,112322 -2021-07-02,331142.0,368711.0,388199.0,362054.0,326795.0,66360.0,789516,745444,707035,612976,518714,112322 -2021-07-03,337211.0,375543.0,395486.0,368494.0,332892.0,67445.0,789516,745444,707035,612976,518714,112322 -2021-07-04,340466.0,379029.0,399252.0,372071.0,336175.0,67893.0,789516,745444,707035,612976,518714,112322 -2021-07-05,343231.0,382186.0,402556.0,375039.0,338919.0,68320.0,789516,745444,707035,612976,518714,112322 -2021-07-06,346283.0,385812.0,406658.0,378959.0,342608.0,68831.0,789516,745444,707035,612976,518714,112322 -2021-07-07,349769.0,389592.0,410879.0,382606.0,346094.0,69370.0,789516,745444,707035,612976,518714,112322 -2021-07-08,353703.0,393897.0,415275.0,386456.0,349692.0,69902.0,789516,745444,707035,612976,518714,112322 -2021-07-09,357266.0,397537.0,418978.0,389893.0,352905.0,70420.0,789516,745444,707035,612976,518714,112322 -2021-07-10,361207.0,401562.0,423122.0,393561.0,355852.0,70973.0,789516,745444,707035,612976,518714,112322 -2021-07-11,363006.0,403361.0,424921.0,395150.0,357245.0,71232.0,789516,745444,707035,612976,518714,112322 -2021-07-12,364763.0,405174.0,426650.0,396662.0,358505.0,71449.0,789516,745444,707035,612976,518714,112322 -2021-07-13,366737.0,407225.0,428729.0,398594.0,360164.0,71764.0,789516,745444,707035,612976,518714,112322 -2021-07-14,369096.0,409640.0,431312.0,400862.0,362145.0,72121.0,789516,745444,707035,612976,518714,112322 -2021-07-15,371588.0,412055.0,433713.0,403039.0,363909.0,72443.0,789516,745444,707035,612976,518714,112322 -2021-07-16,373814.0,414239.0,435883.0,404894.0,365477.0,72758.0,789516,745444,707035,612976,518714,112322 -2021-07-17,376831.0,417095.0,438620.0,407449.0,367794.0,73108.0,789516,745444,707035,612976,518714,112322 -2021-07-18,378126.0,418306.0,439894.0,408611.0,368956.0,73311.0,789516,745444,707035,612976,518714,112322 -2021-07-19,379365.0,419664.0,441224.0,409724.0,370027.0,73472.0,789516,745444,707035,612976,518714,112322 -2021-07-20,380653.0,421127.0,442596.0,411012.0,371147.0,73675.0,789516,745444,707035,612976,518714,112322 -2021-07-21,382396.0,422779.0,444353.0,412461.0,372386.0,73899.0,789516,745444,707035,612976,518714,112322 -2021-07-22,384181.0,424333.0,445942.0,413791.0,373485.0,74137.0,789516,745444,707035,612976,518714,112322 -2021-07-23,385854.0,425887.0,447321.0,414967.0,374430.0,74354.0,789516,745444,707035,612976,518714,112322 -2021-07-24,387765.0,427546.0,449015.0,416346.0,375564.0,74585.0,789516,745444,707035,612976,518714,112322 -2021-07-25,388913.0,428589.0,449939.0,417144.0,376271.0,74718.0,789516,745444,707035,612976,518714,112322 -2021-07-26,389914.0,429632.0,451010.0,417942.0,377034.0,74858.0,789516,745444,707035,612976,518714,112322 -2021-07-27,391090.0,430766.0,452018.0,418824.0,377832.0,74998.0,789516,745444,707035,612976,518714,112322 -2021-07-28,392399.0,432110.0,453292.0,419853.0,378791.0,75173.0,789516,745444,707035,612976,518714,112322 -2021-07-29,393918.0,433433.0,454454.0,420875.0,379680.0,75383.0,789516,745444,707035,612976,518714,112322 -2021-07-30,395129.0,434532.0,455553.0,421778.0,380443.0,75537.0,789516,745444,707035,612976,518714,112322 -2021-07-31,396725.0,435967.0,456820.0,422821.0,381381.0,75768.0,789516,745444,707035,612976,518714,112322 -2021-08-01,397607.0,436814.0,457632.0,423486.0,382025.0,75894.0,789516,745444,707035,612976,518714,112322 -2021-08-02,398636.0,437640.0,458395.0,424151.0,382599.0,76006.0,789516,745444,707035,612976,518714,112322 -2021-08-03,399714.0,438711.0,459256.0,424893.0,383208.0,76153.0,789516,745444,707035,612976,518714,112322 -2021-08-04,401030.0,439810.0,460236.0,425754.0,383887.0,76321.0,789516,745444,707035,612976,518714,112322 -2021-08-05,402276.0,440916.0,461237.0,426657.0,384587.0,76496.0,789516,745444,707035,612976,518714,112322 -2021-08-06,403459.0,441959.0,462161.0,427385.0,385182.0,76629.0,789516,745444,707035,612976,518714,112322 -2021-08-07,404957.0,443184.0,463365.0,428337.0,385917.0,76818.0,789516,745444,707035,612976,518714,112322 -2021-08-08,405741.0,443870.0,463904.0,428855.0,386414.0,76951.0,789516,745444,707035,612976,518714,112322 -2021-08-09,406616.0,444752.0,464625.0,429415.0,386918.0,77056.0,789516,745444,707035,612976,518714,112322 -2021-08-10,407505.0,445543.0,465360.0,430017.0,387443.0,77217.0,789516,745444,707035,612976,518714,112322 -2021-08-11,408583.0,446523.0,466200.0,430766.0,388094.0,77357.0,789516,745444,707035,612976,518714,112322 -2021-08-12,409640.0,447475.0,467061.0,431487.0,388703.0,77490.0,789516,745444,707035,612976,518714,112322 -2021-08-13,410529.0,448329.0,467838.0,432103.0,389200.0,77609.0,789516,745444,707035,612976,518714,112322 -2021-08-14,411600.0,449218.0,468776.0,432733.0,389725.0,77749.0,789516,745444,707035,612976,518714,112322 -2021-08-15,412223.0,449827.0,469294.0,433202.0,390103.0,77847.0,789516,745444,707035,612976,518714,112322 -2021-08-16,412867.0,450527.0,469959.0,433713.0,390523.0,77945.0,789516,745444,707035,612976,518714,112322 -2021-08-17,413658.0,451234.0,470617.0,434252.0,390978.0,78057.0,789516,745444,707035,612976,518714,112322 -2021-08-18,414428.0,451990.0,471366.0,434882.0,391496.0,78190.0,789516,745444,707035,612976,518714,112322 -2021-08-19,414477.0,452032.0,471408.0,434924.0,391531.0,78204.0,789516,745444,707035,612976,518714,112322 +2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,790118,746249,707714,613725,518553,113204 +2020-12-02,0.0,0.0,0.0,0.0,0.0,0.0,790118,746249,707714,613725,518553,113204 +2020-12-04,0.0,0.0,0.0,0.0,0.0,0.0,790118,746249,707714,613725,518553,113204 +2020-12-08,21.0,35.0,21.0,35.0,28.0,0.0,790118,746249,707714,613725,518553,113204 +2020-12-09,91.0,91.0,91.0,84.0,70.0,21.0,790118,746249,707714,613725,518553,113204 +2020-12-10,147.0,168.0,154.0,147.0,126.0,35.0,790118,746249,707714,613725,518553,113204 +2020-12-11,217.0,245.0,224.0,203.0,175.0,42.0,790118,746249,707714,613725,518553,113204 +2020-12-12,252.0,315.0,294.0,294.0,231.0,63.0,790118,746249,707714,613725,518553,113204 +2020-12-13,308.0,371.0,350.0,357.0,273.0,77.0,790118,746249,707714,613725,518553,113204 +2020-12-14,378.0,455.0,434.0,406.0,315.0,98.0,790118,746249,707714,613725,518553,113204 +2020-12-15,490.0,553.0,560.0,511.0,399.0,119.0,790118,746249,707714,613725,518553,113204 +2020-12-16,637.0,686.0,714.0,651.0,539.0,147.0,790118,746249,707714,613725,518553,113204 +2020-12-17,798.0,861.0,882.0,812.0,658.0,168.0,790118,746249,707714,613725,518553,113204 +2020-12-18,938.0,1015.0,1043.0,966.0,777.0,196.0,790118,746249,707714,613725,518553,113204 +2020-12-19,1043.0,1148.0,1190.0,1099.0,903.0,231.0,790118,746249,707714,613725,518553,113204 +2020-12-20,1183.0,1316.0,1358.0,1253.0,1064.0,266.0,790118,746249,707714,613725,518553,113204 +2020-12-21,1435.0,1526.0,1554.0,1442.0,1239.0,322.0,790118,746249,707714,613725,518553,113204 +2020-12-22,1589.0,1701.0,1778.0,1666.0,1400.0,378.0,790118,746249,707714,613725,518553,113204 +2020-12-23,1827.0,2002.0,2086.0,1946.0,1652.0,434.0,790118,746249,707714,613725,518553,113204 +2020-12-24,1918.0,2128.0,2219.0,2100.0,1792.0,469.0,790118,746249,707714,613725,518553,113204 +2020-12-25,1918.0,2135.0,2219.0,2100.0,1799.0,469.0,790118,746249,707714,613725,518553,113204 +2020-12-26,1925.0,2149.0,2233.0,2114.0,1806.0,469.0,790118,746249,707714,613725,518553,113204 +2020-12-27,1967.0,2184.0,2282.0,2163.0,1834.0,490.0,790118,746249,707714,613725,518553,113204 +2020-12-28,2037.0,2268.0,2373.0,2240.0,1911.0,497.0,790118,746249,707714,613725,518553,113204 +2020-12-29,2219.0,2485.0,2576.0,2422.0,2051.0,567.0,790118,746249,707714,613725,518553,113204 +2020-12-30,2632.0,2961.0,3038.0,2891.0,2408.0,665.0,790118,746249,707714,613725,518553,113204 +2020-12-31,3038.0,3465.0,3493.0,3353.0,2751.0,756.0,790118,746249,707714,613725,518553,113204 +2021-01-01,3136.0,3577.0,3640.0,3493.0,2835.0,777.0,790118,746249,707714,613725,518553,113204 +2021-01-02,3269.0,3724.0,3829.0,3640.0,2961.0,826.0,790118,746249,707714,613725,518553,113204 +2021-01-03,3402.0,3878.0,3990.0,3766.0,3073.0,854.0,790118,746249,707714,613725,518553,113204 +2021-01-04,3598.0,4151.0,4277.0,4039.0,3297.0,903.0,790118,746249,707714,613725,518553,113204 +2021-01-05,3934.0,4585.0,4767.0,4473.0,3696.0,1008.0,790118,746249,707714,613725,518553,113204 +2021-01-06,4382.0,5201.0,5425.0,5082.0,4249.0,1155.0,790118,746249,707714,613725,518553,113204 +2021-01-07,5054.0,6083.0,6405.0,5957.0,4998.0,1330.0,790118,746249,707714,613725,518553,113204 +2021-01-08,5908.0,7098.0,7434.0,6937.0,5789.0,1547.0,790118,746249,707714,613725,518553,113204 +2021-01-09,6629.0,7917.0,8379.0,7826.0,6503.0,1729.0,790118,746249,707714,613725,518553,113204 +2021-01-10,7063.0,8470.0,9058.0,8463.0,7028.0,1848.0,790118,746249,707714,613725,518553,113204 +2021-01-11,7735.0,9338.0,10010.0,9345.0,7854.0,2065.0,790118,746249,707714,613725,518553,113204 +2021-01-12,8624.0,10451.0,11144.0,10416.0,8792.0,2310.0,790118,746249,707714,613725,518553,113204 +2021-01-13,9660.0,11662.0,12467.0,11620.0,9786.0,2583.0,790118,746249,707714,613725,518553,113204 +2021-01-14,10780.0,12985.0,13916.0,12915.0,10871.0,2884.0,790118,746249,707714,613725,518553,113204 +2021-01-15,12054.0,14441.0,15575.0,14336.0,12103.0,3199.0,790118,746249,707714,613725,518553,113204 +2021-01-16,13160.0,15743.0,16954.0,15589.0,13216.0,3472.0,790118,746249,707714,613725,518553,113204 +2021-01-17,13958.0,16632.0,17962.0,16471.0,14028.0,3689.0,790118,746249,707714,613725,518553,113204 +2021-01-18,14938.0,17829.0,19187.0,17640.0,15036.0,3927.0,790118,746249,707714,613725,518553,113204 +2021-01-19,16023.0,19005.0,20664.0,18886.0,16128.0,4186.0,790118,746249,707714,613725,518553,113204 +2021-01-20,17248.0,20482.0,22288.0,20335.0,17339.0,4480.0,790118,746249,707714,613725,518553,113204 +2021-01-21,18655.0,21952.0,23849.0,21763.0,18585.0,4781.0,790118,746249,707714,613725,518553,113204 +2021-01-22,20251.0,23611.0,25613.0,23415.0,20020.0,5096.0,790118,746249,707714,613725,518553,113204 +2021-01-23,21434.0,24955.0,27111.0,24829.0,21168.0,5390.0,790118,746249,707714,613725,518553,113204 +2021-01-24,22162.0,25788.0,27958.0,25571.0,21861.0,5530.0,790118,746249,707714,613725,518553,113204 +2021-01-25,23037.0,26789.0,29029.0,26572.0,22659.0,5726.0,790118,746249,707714,613725,518553,113204 +2021-01-26,24129.0,27965.0,30240.0,27608.0,23534.0,5999.0,790118,746249,707714,613725,518553,113204 +2021-01-27,25172.0,29099.0,31381.0,28693.0,24374.0,6209.0,790118,746249,707714,613725,518553,113204 +2021-01-28,26208.0,30233.0,32536.0,29729.0,25298.0,6419.0,790118,746249,707714,613725,518553,113204 +2021-01-29,27300.0,31465.0,33775.0,30835.0,26173.0,6629.0,790118,746249,707714,613725,518553,113204 +2021-01-30,28224.0,32424.0,34706.0,31703.0,26957.0,6818.0,790118,746249,707714,613725,518553,113204 +2021-01-31,28861.0,33131.0,35448.0,32424.0,27559.0,6958.0,790118,746249,707714,613725,518553,113204 +2021-02-01,29491.0,33789.0,36141.0,33082.0,28063.0,7063.0,790118,746249,707714,613725,518553,113204 +2021-02-02,30128.0,34524.0,36876.0,33761.0,28651.0,7196.0,790118,746249,707714,613725,518553,113204 +2021-02-03,30863.0,35336.0,37702.0,34524.0,29281.0,7329.0,790118,746249,707714,613725,518553,113204 +2021-02-04,31689.0,36169.0,38556.0,35315.0,29967.0,7462.0,790118,746249,707714,613725,518553,113204 +2021-02-05,32487.0,37002.0,39396.0,36022.0,30590.0,7616.0,790118,746249,707714,613725,518553,113204 +2021-02-06,33152.0,37772.0,40145.0,36687.0,31199.0,7749.0,790118,746249,707714,613725,518553,113204 +2021-02-07,33516.0,38171.0,40607.0,37072.0,31556.0,7826.0,790118,746249,707714,613725,518553,113204 +2021-02-08,33999.0,38668.0,41069.0,37506.0,31920.0,7910.0,790118,746249,707714,613725,518553,113204 +2021-02-09,34524.0,39221.0,41671.0,38052.0,32396.0,8015.0,790118,746249,707714,613725,518553,113204 +2021-02-10,35105.0,39886.0,42336.0,38668.0,32949.0,8148.0,790118,746249,707714,613725,518553,113204 +2021-02-11,35812.0,40712.0,43155.0,39375.0,33467.0,8281.0,790118,746249,707714,613725,518553,113204 +2021-02-12,36652.0,41573.0,44009.0,40145.0,34111.0,8449.0,790118,746249,707714,613725,518553,113204 +2021-02-13,37597.0,42595.0,45052.0,41013.0,34902.0,8638.0,790118,746249,707714,613725,518553,113204 +2021-02-14,38059.0,43050.0,45570.0,41517.0,35364.0,8743.0,790118,746249,707714,613725,518553,113204 +2021-02-15,38689.0,43708.0,46242.0,42105.0,35840.0,8848.0,790118,746249,707714,613725,518553,113204 +2021-02-16,39613.0,44625.0,47208.0,42910.0,36554.0,8981.0,790118,746249,707714,613725,518553,113204 +2021-02-17,41041.0,46004.0,48622.0,44058.0,37506.0,9219.0,790118,746249,707714,613725,518553,113204 +2021-02-18,42455.0,47432.0,49987.0,45297.0,38514.0,9478.0,790118,746249,707714,613725,518553,113204 +2021-02-19,43778.0,48692.0,51303.0,46396.0,39459.0,9709.0,790118,746249,707714,613725,518553,113204 +2021-02-20,45045.0,49966.0,52612.0,47586.0,40670.0,9919.0,790118,746249,707714,613725,518553,113204 +2021-02-21,45591.0,50505.0,53207.0,48069.0,41111.0,10024.0,790118,746249,707714,613725,518553,113204 +2021-02-22,46375.0,51149.0,53963.0,48643.0,41587.0,10129.0,790118,746249,707714,613725,518553,113204 +2021-02-23,47761.0,52486.0,55307.0,49840.0,42672.0,10395.0,790118,746249,707714,613725,518553,113204 +2021-02-24,49616.0,54243.0,57183.0,51443.0,43967.0,10668.0,790118,746249,707714,613725,518553,113204 +2021-02-25,51716.0,56189.0,59241.0,53319.0,45570.0,11011.0,790118,746249,707714,613725,518553,113204 +2021-02-26,53879.0,58212.0,61313.0,55265.0,47131.0,11382.0,790118,746249,707714,613725,518553,113204 +2021-02-27,55937.0,60095.0,63105.0,56994.0,48636.0,11718.0,790118,746249,707714,613725,518553,113204 +2021-02-28,56861.0,60942.0,63854.0,57575.0,49210.0,11858.0,790118,746249,707714,613725,518553,113204 +2021-03-01,57680.0,61691.0,64491.0,58065.0,49686.0,11977.0,790118,746249,707714,613725,518553,113204 +2021-03-02,58450.0,62461.0,65198.0,58590.0,50134.0,12075.0,790118,746249,707714,613725,518553,113204 +2021-03-03,59661.0,63770.0,66388.0,59661.0,51065.0,12306.0,790118,746249,707714,613725,518553,113204 +2021-03-04,61201.0,65219.0,67921.0,61159.0,52451.0,12558.0,790118,746249,707714,613725,518553,113204 +2021-03-05,63070.0,66976.0,69853.0,62944.0,53879.0,12894.0,790118,746249,707714,613725,518553,113204 +2021-03-06,65079.0,68747.0,71806.0,64715.0,55482.0,13244.0,790118,746249,707714,613725,518553,113204 +2021-03-07,65835.0,69307.0,72345.0,65191.0,55930.0,13335.0,790118,746249,707714,613725,518553,113204 +2021-03-08,66675.0,69937.0,72933.0,65667.0,56294.0,13440.0,790118,746249,707714,613725,518553,113204 +2021-03-09,67578.0,70707.0,73696.0,66206.0,56784.0,13594.0,790118,746249,707714,613725,518553,113204 +2021-03-10,68537.0,71680.0,74697.0,66969.0,57568.0,13755.0,790118,746249,707714,613725,518553,113204 +2021-03-11,69545.0,72555.0,75467.0,67879.0,58191.0,13916.0,790118,746249,707714,613725,518553,113204 +2021-03-12,71421.0,74221.0,77077.0,69307.0,59535.0,14203.0,790118,746249,707714,613725,518553,113204 +2021-03-13,73822.0,76503.0,79415.0,71449.0,61460.0,14630.0,790118,746249,707714,613725,518553,113204 +2021-03-14,74914.0,77609.0,80458.0,72366.0,62251.0,14833.0,790118,746249,707714,613725,518553,113204 +2021-03-15,76356.0,78939.0,81718.0,73514.0,63350.0,15085.0,790118,746249,707714,613725,518553,113204 +2021-03-16,78078.0,80703.0,83209.0,74935.0,64589.0,15379.0,790118,746249,707714,613725,518553,113204 +2021-03-17,80052.0,82537.0,84798.0,76440.0,65842.0,15645.0,790118,746249,707714,613725,518553,113204 +2021-03-18,82047.0,84490.0,86611.0,78036.0,67172.0,15946.0,790118,746249,707714,613725,518553,113204 +2021-03-19,84105.0,86534.0,88550.0,79849.0,68698.0,16303.0,790118,746249,707714,613725,518553,113204 +2021-03-20,86884.0,89243.0,91518.0,82376.0,70994.0,16779.0,790118,746249,707714,613725,518553,113204 +2021-03-21,88151.0,90657.0,93009.0,83713.0,72247.0,17038.0,790118,746249,707714,613725,518553,113204 +2021-03-22,89537.0,92106.0,94367.0,84924.0,73227.0,17241.0,790118,746249,707714,613725,518553,113204 +2021-03-23,90972.0,93646.0,95851.0,86310.0,74480.0,17507.0,790118,746249,707714,613725,518553,113204 +2021-03-24,92645.0,95424.0,97552.0,87794.0,75768.0,17829.0,790118,746249,707714,613725,518553,113204 +2021-03-25,94689.0,97314.0,99400.0,89502.0,77182.0,18172.0,790118,746249,707714,613725,518553,113204 +2021-03-26,96859.0,99610.0,101451.0,91420.0,78813.0,18529.0,790118,746249,707714,613725,518553,113204 +2021-03-27,99694.0,102578.0,104454.0,94178.0,81242.0,19040.0,790118,746249,707714,613725,518553,113204 +2021-03-28,101430.0,104251.0,106001.0,95606.0,82481.0,19327.0,790118,746249,707714,613725,518553,113204 +2021-03-29,102921.0,105728.0,107457.0,96950.0,83664.0,19586.0,790118,746249,707714,613725,518553,113204 +2021-03-30,104503.0,107387.0,109032.0,98399.0,84952.0,19831.0,790118,746249,707714,613725,518553,113204 +2021-03-31,106344.0,109207.0,110803.0,99967.0,86324.0,20132.0,790118,746249,707714,613725,518553,113204 +2021-04-01,107653.0,110432.0,111944.0,101045.0,87297.0,20335.0,790118,746249,707714,613725,518553,113204 +2021-04-02,108444.0,111258.0,112672.0,101801.0,88004.0,20482.0,790118,746249,707714,613725,518553,113204 +2021-04-03,109291.0,112098.0,113470.0,102501.0,88886.0,20643.0,790118,746249,707714,613725,518553,113204 +2021-04-04,109767.0,112490.0,113834.0,102921.0,89341.0,20755.0,790118,746249,707714,613725,518553,113204 +2021-04-05,109991.0,112686.0,114051.0,103082.0,89481.0,20783.0,790118,746249,707714,613725,518553,113204 +2021-04-06,110425.0,113127.0,114436.0,103502.0,89796.0,20860.0,790118,746249,707714,613725,518553,113204 +2021-04-07,111048.0,113666.0,114940.0,103922.0,90139.0,20958.0,790118,746249,707714,613725,518553,113204 +2021-04-08,111440.0,113981.0,115241.0,104258.0,90447.0,21035.0,790118,746249,707714,613725,518553,113204 +2021-04-09,111748.0,114282.0,115528.0,104531.0,90706.0,21084.0,790118,746249,707714,613725,518553,113204 +2021-04-10,112063.0,114576.0,115871.0,104902.0,91014.0,21133.0,790118,746249,707714,613725,518553,113204 +2021-04-11,112175.0,114716.0,116074.0,105070.0,91224.0,21154.0,790118,746249,707714,613725,518553,113204 +2021-04-12,112315.0,114877.0,116193.0,105196.0,91343.0,21182.0,790118,746249,707714,613725,518553,113204 +2021-04-13,112420.0,115031.0,116319.0,105322.0,91427.0,21203.0,790118,746249,707714,613725,518553,113204 +2021-04-14,112686.0,115423.0,116627.0,105560.0,91707.0,21266.0,790118,746249,707714,613725,518553,113204 +2021-04-15,112903.0,115654.0,116844.0,105770.0,91917.0,21308.0,790118,746249,707714,613725,518553,113204 +2021-04-16,113302.0,115983.0,117152.0,106057.0,92169.0,21357.0,790118,746249,707714,613725,518553,113204 +2021-04-17,113540.0,116242.0,117446.0,106414.0,92484.0,21399.0,790118,746249,707714,613725,518553,113204 +2021-04-18,113673.0,116431.0,117691.0,106652.0,92750.0,21427.0,790118,746249,707714,613725,518553,113204 +2021-04-19,113792.0,116529.0,117803.0,106764.0,92939.0,21448.0,790118,746249,707714,613725,518553,113204 +2021-04-20,113932.0,116676.0,117971.0,106869.0,93051.0,21483.0,790118,746249,707714,613725,518553,113204 +2021-04-21,114107.0,116893.0,118139.0,107044.0,93226.0,21511.0,790118,746249,707714,613725,518553,113204 +2021-04-22,114450.0,117271.0,118510.0,107394.0,93576.0,21567.0,790118,746249,707714,613725,518553,113204 +2021-04-23,114695.0,117565.0,118811.0,107702.0,93849.0,21630.0,790118,746249,707714,613725,518553,113204 +2021-04-24,114989.0,117880.0,119175.0,108024.0,94234.0,21665.0,790118,746249,707714,613725,518553,113204 +2021-04-25,115150.0,118069.0,119385.0,108255.0,94416.0,21700.0,790118,746249,707714,613725,518553,113204 +2021-04-26,115311.0,118216.0,119518.0,108388.0,94528.0,21735.0,790118,746249,707714,613725,518553,113204 +2021-04-27,115528.0,118412.0,119728.0,108563.0,94682.0,21777.0,790118,746249,707714,613725,518553,113204 +2021-04-28,115773.0,118692.0,120001.0,108780.0,94892.0,21826.0,790118,746249,707714,613725,518553,113204 +2021-04-29,116046.0,118965.0,120281.0,109081.0,95158.0,21868.0,790118,746249,707714,613725,518553,113204 +2021-04-30,116326.0,119287.0,120554.0,109333.0,95424.0,21938.0,790118,746249,707714,613725,518553,113204 +2021-05-01,116515.0,119434.0,120729.0,109487.0,95606.0,21966.0,790118,746249,707714,613725,518553,113204 +2021-05-02,116606.0,119532.0,120827.0,109564.0,95732.0,21987.0,790118,746249,707714,613725,518553,113204 +2021-05-03,116641.0,119588.0,120869.0,109606.0,95767.0,21987.0,790118,746249,707714,613725,518553,113204 +2021-05-04,116718.0,119693.0,120953.0,109683.0,95851.0,22008.0,790118,746249,707714,613725,518553,113204 +2021-05-05,116893.0,119924.0,121156.0,109872.0,96019.0,22043.0,790118,746249,707714,613725,518553,113204 +2021-05-06,117229.0,120316.0,121534.0,110222.0,96341.0,22120.0,790118,746249,707714,613725,518553,113204 +2021-05-07,117593.0,120799.0,122010.0,110635.0,96733.0,22190.0,790118,746249,707714,613725,518553,113204 +2021-05-08,117880.0,121121.0,122304.0,110901.0,96999.0,22253.0,790118,746249,707714,613725,518553,113204 +2021-05-09,118013.0,121233.0,122430.0,111034.0,97111.0,22281.0,790118,746249,707714,613725,518553,113204 +2021-05-10,118286.0,121527.0,122605.0,111195.0,97216.0,22330.0,790118,746249,707714,613725,518553,113204 +2021-05-11,119056.0,122199.0,123165.0,111776.0,97692.0,22470.0,790118,746249,707714,613725,518553,113204 +2021-05-12,120127.0,123361.0,124824.0,113085.0,98966.0,22743.0,790118,746249,707714,613725,518553,113204 +2021-05-13,121751.0,124992.0,126714.0,114667.0,100415.0,23191.0,790118,746249,707714,613725,518553,113204 +2021-05-14,123172.0,126336.0,128058.0,116123.0,101878.0,23527.0,790118,746249,707714,613725,518553,113204 +2021-05-15,124733.0,127806.0,129444.0,117460.0,103278.0,23842.0,790118,746249,707714,613725,518553,113204 +2021-05-16,125545.0,128660.0,130270.0,118307.0,104111.0,24045.0,790118,746249,707714,613725,518553,113204 +2021-05-17,126140.0,129122.0,130739.0,118811.0,104566.0,24178.0,790118,746249,707714,613725,518553,113204 +2021-05-18,127820.0,130753.0,132223.0,120211.0,106001.0,24521.0,790118,746249,707714,613725,518553,113204 +2021-05-19,130256.0,133301.0,134876.0,122724.0,108444.0,25018.0,790118,746249,707714,613725,518553,113204 +2021-05-20,132706.0,135653.0,137186.0,124950.0,110824.0,25494.0,790118,746249,707714,613725,518553,113204 +2021-05-21,134064.0,137004.0,138502.0,126273.0,112448.0,25823.0,790118,746249,707714,613725,518553,113204 +2021-05-22,135205.0,138117.0,139538.0,127211.0,113456.0,26040.0,790118,746249,707714,613725,518553,113204 +2021-05-23,135744.0,138768.0,140196.0,127673.0,113764.0,26166.0,790118,746249,707714,613725,518553,113204 +2021-05-24,136038.0,139139.0,140490.0,128009.0,114135.0,26250.0,790118,746249,707714,613725,518553,113204 +2021-05-25,137242.0,140539.0,141897.0,129570.0,116018.0,26523.0,790118,746249,707714,613725,518553,113204 +2021-05-26,139230.0,143171.0,144473.0,132244.0,119147.0,27090.0,790118,746249,707714,613725,518553,113204 +2021-05-27,141239.0,145530.0,146972.0,134428.0,121373.0,27482.0,790118,746249,707714,613725,518553,113204 +2021-05-28,142527.0,147063.0,148582.0,135842.0,122437.0,27741.0,790118,746249,707714,613725,518553,113204 +2021-05-29,143857.0,148407.0,149968.0,137074.0,123585.0,27965.0,790118,746249,707714,613725,518553,113204 +2021-05-30,144662.0,149338.0,150801.0,137963.0,124236.0,28112.0,790118,746249,707714,613725,518553,113204 +2021-05-31,145341.0,150829.0,152390.0,139384.0,125160.0,28301.0,790118,746249,707714,613725,518553,113204 +2021-06-01,145936.0,151753.0,153454.0,140441.0,126168.0,28490.0,790118,746249,707714,613725,518553,113204 +2021-06-02,147784.0,153846.0,155491.0,142765.0,128359.0,28924.0,790118,746249,707714,613725,518553,113204 +2021-06-03,150178.0,156737.0,158179.0,145509.0,130578.0,29456.0,790118,746249,707714,613725,518553,113204 +2021-06-04,152663.0,159768.0,161070.0,148498.0,132860.0,30058.0,790118,746249,707714,613725,518553,113204 +2021-06-05,156338.0,163898.0,165396.0,152649.0,135933.0,30919.0,790118,746249,707714,613725,518553,113204 +2021-06-06,157871.0,166124.0,167356.0,154525.0,137683.0,31290.0,790118,746249,707714,613725,518553,113204 +2021-06-07,159362.0,167699.0,169001.0,156170.0,139048.0,31633.0,790118,746249,707714,613725,518553,113204 +2021-06-08,161308.0,170205.0,171675.0,158998.0,141295.0,32165.0,790118,746249,707714,613725,518553,113204 +2021-06-09,166278.0,175931.0,177884.0,164773.0,147098.0,33509.0,790118,746249,707714,613725,518553,113204 +2021-06-10,171003.0,182077.0,184933.0,171409.0,153132.0,34902.0,790118,746249,707714,613725,518553,113204 +2021-06-11,175973.0,188090.0,191758.0,178213.0,158655.0,36330.0,790118,746249,707714,613725,518553,113204 +2021-06-12,184674.0,198205.0,203119.0,188335.0,167503.0,38381.0,790118,746249,707714,613725,518553,113204 +2021-06-13,189826.0,204414.0,209377.0,193928.0,172648.0,39599.0,790118,746249,707714,613725,518553,113204 +2021-06-14,194145.0,209335.0,214529.0,198877.0,177051.0,40698.0,790118,746249,707714,613725,518553,113204 +2021-06-15,200109.0,216083.0,221928.0,206129.0,183757.0,42217.0,790118,746249,707714,613725,518553,113204 +2021-06-16,207823.0,225232.0,231833.0,216083.0,192143.0,44023.0,790118,746249,707714,613725,518553,113204 +2021-06-17,217896.0,236915.0,244370.0,227675.0,202307.0,46172.0,790118,746249,707714,613725,518553,113204 +2021-06-18,226779.0,248101.0,256067.0,239162.0,212793.0,48069.0,790118,746249,707714,613725,518553,113204 +2021-06-19,238875.0,262549.0,271999.0,254219.0,225463.0,50512.0,790118,746249,707714,613725,518553,113204 +2021-06-20,246274.0,271796.0,281323.0,263347.0,233905.0,51989.0,790118,746249,707714,613725,518553,113204 +2021-06-21,252147.0,278929.0,289471.0,271215.0,240968.0,53242.0,790118,746249,707714,613725,518553,113204 +2021-06-22,259721.0,288393.0,299803.0,280770.0,250138.0,54761.0,790118,746249,707714,613725,518553,113204 +2021-06-23,268156.0,298865.0,311794.0,291732.0,260575.0,56385.0,790118,746249,707714,613725,518553,113204 +2021-06-24,277837.0,310009.0,324030.0,302757.0,270543.0,58023.0,790118,746249,707714,613725,518553,113204 +2021-06-25,286041.0,319543.0,334593.0,312858.0,280504.0,59570.0,790118,746249,707714,613725,518553,113204 +2021-06-26,296842.0,331359.0,347571.0,324765.0,291158.0,61425.0,790118,746249,707714,613725,518553,113204 +2021-06-27,303499.0,338569.0,355271.0,331800.0,297836.0,62552.0,790118,746249,707714,613725,518553,113204 +2021-06-28,308350.0,343861.0,360906.0,337106.0,303037.0,63378.0,790118,746249,707714,613725,518553,113204 +2021-06-29,313852.0,349958.0,367689.0,343385.0,308770.0,64246.0,790118,746249,707714,613725,518553,113204 +2021-06-30,319599.0,356391.0,374710.0,349860.0,314923.0,65142.0,790118,746249,707714,613725,518553,113204 +2021-07-01,325969.0,363293.0,382032.0,356720.0,321398.0,66024.0,790118,746249,707714,613725,518553,113204 +2021-07-02,330897.0,368480.0,387828.0,361753.0,326284.0,66752.0,790118,746249,707714,613725,518553,113204 +2021-07-03,336959.0,375291.0,395115.0,368193.0,332374.0,67837.0,790118,746249,707714,613725,518553,113204 +2021-07-04,340214.0,378770.0,398867.0,371763.0,335643.0,68292.0,790118,746249,707714,613725,518553,113204 +2021-07-05,342979.0,381913.0,402185.0,374731.0,338380.0,68726.0,790118,746249,707714,613725,518553,113204 +2021-07-06,346031.0,385539.0,406280.0,378658.0,342062.0,69230.0,790118,746249,707714,613725,518553,113204 +2021-07-07,349510.0,389312.0,410501.0,382305.0,345548.0,69769.0,790118,746249,707714,613725,518553,113204 +2021-07-08,353437.0,393610.0,414904.0,386134.0,349139.0,70301.0,790118,746249,707714,613725,518553,113204 +2021-07-09,357000.0,397236.0,418600.0,389578.0,352338.0,70826.0,790118,746249,707714,613725,518553,113204 +2021-07-10,360934.0,401254.0,422744.0,393239.0,355285.0,71379.0,790118,746249,707714,613725,518553,113204 +2021-07-11,362733.0,403053.0,424543.0,394835.0,356678.0,71638.0,790118,746249,707714,613725,518553,113204 +2021-07-12,364483.0,404866.0,426272.0,396347.0,357938.0,71855.0,790118,746249,707714,613725,518553,113204 +2021-07-13,366457.0,406924.0,428344.0,398286.0,359597.0,72177.0,790118,746249,707714,613725,518553,113204 +2021-07-14,368816.0,409339.0,430913.0,400561.0,361571.0,72534.0,790118,746249,707714,613725,518553,113204 +2021-07-15,371301.0,411754.0,433321.0,402738.0,363335.0,72856.0,790118,746249,707714,613725,518553,113204 +2021-07-16,373527.0,413931.0,435491.0,404593.0,364896.0,73171.0,790118,746249,707714,613725,518553,113204 +2021-07-17,376544.0,416780.0,438221.0,407141.0,367206.0,73528.0,790118,746249,707714,613725,518553,113204 +2021-07-18,377839.0,417998.0,439495.0,408303.0,368375.0,73731.0,790118,746249,707714,613725,518553,113204 +2021-07-19,379085.0,419349.0,440832.0,409423.0,369446.0,73892.0,790118,746249,707714,613725,518553,113204 +2021-07-20,380373.0,420812.0,442204.0,410711.0,370559.0,74095.0,790118,746249,707714,613725,518553,113204 +2021-07-21,382109.0,422464.0,443954.0,412167.0,371798.0,74319.0,790118,746249,707714,613725,518553,113204 +2021-07-22,383894.0,424011.0,445543.0,413497.0,372890.0,74564.0,790118,746249,707714,613725,518553,113204 +2021-07-23,385560.0,425579.0,446922.0,414680.0,373828.0,74781.0,790118,746249,707714,613725,518553,113204 +2021-07-24,387478.0,427238.0,448616.0,416066.0,374955.0,75012.0,790118,746249,707714,613725,518553,113204 +2021-07-25,388626.0,428288.0,449540.0,416864.0,375662.0,75145.0,790118,746249,707714,613725,518553,113204 +2021-07-26,389627.0,429324.0,450611.0,417662.0,376425.0,75285.0,790118,746249,707714,613725,518553,113204 +2021-07-27,390803.0,430465.0,451612.0,418558.0,377216.0,75425.0,790118,746249,707714,613725,518553,113204 +2021-07-28,392112.0,431795.0,452893.0,419587.0,378168.0,75607.0,790118,746249,707714,613725,518553,113204 +2021-07-29,393631.0,433118.0,454048.0,420609.0,379057.0,75817.0,790118,746249,707714,613725,518553,113204 +2021-07-30,394842.0,434203.0,455147.0,421526.0,379820.0,75971.0,790118,746249,707714,613725,518553,113204 +2021-07-31,396445.0,435638.0,456407.0,422569.0,380758.0,76195.0,790118,746249,707714,613725,518553,113204 +2021-08-01,397320.0,436478.0,457212.0,423227.0,381395.0,76328.0,790118,746249,707714,613725,518553,113204 +2021-08-02,398356.0,437311.0,457982.0,423892.0,381969.0,76440.0,790118,746249,707714,613725,518553,113204 +2021-08-03,399441.0,438382.0,458843.0,424634.0,382578.0,76587.0,790118,746249,707714,613725,518553,113204 +2021-08-04,400750.0,439481.0,459816.0,425502.0,383257.0,76755.0,790118,746249,707714,613725,518553,113204 +2021-08-05,402003.0,440587.0,460817.0,426405.0,383957.0,76937.0,790118,746249,707714,613725,518553,113204 +2021-08-06,403193.0,441630.0,461734.0,427133.0,384552.0,77070.0,790118,746249,707714,613725,518553,113204 +2021-08-07,404684.0,442862.0,462938.0,428078.0,385287.0,77259.0,790118,746249,707714,613725,518553,113204 +2021-08-08,405468.0,443548.0,463484.0,428610.0,385777.0,77392.0,790118,746249,707714,613725,518553,113204 +2021-08-09,406343.0,444437.0,464198.0,429170.0,386281.0,77504.0,790118,746249,707714,613725,518553,113204 +2021-08-10,407239.0,445228.0,464947.0,429772.0,386806.0,77658.0,790118,746249,707714,613725,518553,113204 +2021-08-11,408310.0,446208.0,465780.0,430514.0,387457.0,77798.0,790118,746249,707714,613725,518553,113204 +2021-08-12,409374.0,447160.0,466641.0,431235.0,388073.0,77931.0,790118,746249,707714,613725,518553,113204 +2021-08-13,410270.0,448014.0,467425.0,431844.0,388570.0,78057.0,790118,746249,707714,613725,518553,113204 +2021-08-14,411348.0,448910.0,468363.0,432481.0,389095.0,78197.0,790118,746249,707714,613725,518553,113204 +2021-08-15,411978.0,449512.0,468867.0,432957.0,389480.0,78295.0,790118,746249,707714,613725,518553,113204 +2021-08-16,412636.0,450219.0,469539.0,433482.0,389893.0,78393.0,790118,746249,707714,613725,518553,113204 +2021-08-17,413441.0,450933.0,470204.0,434035.0,390362.0,78512.0,790118,746249,707714,613725,518553,113204 +2021-08-18,414267.0,451724.0,470974.0,434672.0,390894.0,78645.0,790118,746249,707714,613725,518553,113204 +2021-08-19,415086.0,452529.0,471765.0,435253.0,391391.0,78778.0,790118,746249,707714,613725,518553,113204 +2021-08-20,415968.0,453334.0,472486.0,435841.0,391881.0,78904.0,790118,746249,707714,613725,518553,113204 +2021-08-21,416983.0,454279.0,473382.0,436562.0,392448.0,79065.0,790118,746249,707714,613725,518553,113204 +2021-08-22,417578.0,454804.0,473830.0,436989.0,392784.0,79142.0,790118,746249,707714,613725,518553,113204 +2021-08-23,418257.0,455413.0,474411.0,437458.0,393127.0,79226.0,790118,746249,707714,613725,518553,113204 +2021-08-24,419055.0,456183.0,475125.0,438046.0,393652.0,79331.0,790118,746249,707714,613725,518553,113204 +2021-08-25,419930.0,456890.0,475860.0,438606.0,394114.0,79450.0,790118,746249,707714,613725,518553,113204 +2021-08-26,420798.0,457632.0,476602.0,439173.0,394499.0,79597.0,790118,746249,707714,613725,518553,113204 +2021-08-27,421575.0,458325.0,477232.0,439663.0,394863.0,79709.0,790118,746249,707714,613725,518553,113204 +2021-08-28,422380.0,459053.0,477918.0,440139.0,395283.0,79807.0,790118,746249,707714,613725,518553,113204 +2021-08-29,422807.0,459487.0,478268.0,440426.0,395500.0,79884.0,790118,746249,707714,613725,518553,113204 +2021-08-30,423143.0,459858.0,478597.0,440664.0,395661.0,79933.0,790118,746249,707714,613725,518553,113204 +2021-08-31,423724.0,460425.0,479192.0,441077.0,396046.0,80017.0,790118,746249,707714,613725,518553,113204 +2021-09-01,424445.0,461076.0,479766.0,441518.0,396368.0,80115.0,790118,746249,707714,613725,518553,113204 diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 30-39 population by ethnicity 6 groups_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 30-39 population by ethnicity 6 groups_tpp.csv index 6d11abd..bd250aa 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 30-39 population by ethnicity 6 groups_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 30-39 population by ethnicity 6 groups_tpp.csv @@ -1,261 +1,274 @@ covid_vacc_date,Black,Mixed,Other,South Asian,Unknown,White,Black_total,Mixed_total,Other_total,South Asian_total,Unknown_total,White_total -2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,94332,60907,119805,336945,341922,2382345 -2020-12-02,0.0,0.0,0.0,0.0,0.0,0.0,94332,60907,119805,336945,341922,2382345 -2020-12-03,0.0,0.0,0.0,0.0,0.0,0.0,94332,60907,119805,336945,341922,2382345 -2020-12-06,0.0,0.0,0.0,0.0,0.0,7.0,94332,60907,119805,336945,341922,2382345 -2020-12-07,0.0,0.0,0.0,0.0,0.0,7.0,94332,60907,119805,336945,341922,2382345 -2020-12-08,0.0,7.0,14.0,28.0,14.0,175.0,94332,60907,119805,336945,341922,2382345 -2020-12-09,7.0,14.0,21.0,91.0,42.0,532.0,94332,60907,119805,336945,341922,2382345 -2020-12-10,14.0,21.0,35.0,140.0,77.0,917.0,94332,60907,119805,336945,341922,2382345 -2020-12-11,28.0,35.0,56.0,189.0,112.0,1316.0,94332,60907,119805,336945,341922,2382345 -2020-12-12,35.0,49.0,77.0,238.0,154.0,1750.0,94332,60907,119805,336945,341922,2382345 -2020-12-13,42.0,56.0,84.0,280.0,182.0,2072.0,94332,60907,119805,336945,341922,2382345 -2020-12-14,56.0,70.0,105.0,357.0,203.0,2527.0,94332,60907,119805,336945,341922,2382345 -2020-12-15,70.0,84.0,140.0,448.0,259.0,3178.0,94332,60907,119805,336945,341922,2382345 -2020-12-16,84.0,105.0,168.0,553.0,322.0,3983.0,94332,60907,119805,336945,341922,2382345 -2020-12-17,112.0,119.0,203.0,686.0,399.0,4928.0,94332,60907,119805,336945,341922,2382345 -2020-12-18,133.0,147.0,238.0,826.0,476.0,5810.0,94332,60907,119805,336945,341922,2382345 -2020-12-19,147.0,161.0,273.0,959.0,539.0,6580.0,94332,60907,119805,336945,341922,2382345 -2020-12-20,168.0,182.0,308.0,1155.0,595.0,7602.0,94332,60907,119805,336945,341922,2382345 -2020-12-21,196.0,210.0,343.0,1365.0,686.0,8883.0,94332,60907,119805,336945,341922,2382345 -2020-12-22,245.0,238.0,406.0,1582.0,784.0,10087.0,94332,60907,119805,336945,341922,2382345 -2020-12-23,280.0,280.0,497.0,1855.0,903.0,11550.0,94332,60907,119805,336945,341922,2382345 -2020-12-24,294.0,294.0,532.0,2009.0,973.0,12362.0,94332,60907,119805,336945,341922,2382345 -2020-12-25,294.0,294.0,539.0,2023.0,973.0,12362.0,94332,60907,119805,336945,341922,2382345 -2020-12-26,294.0,294.0,539.0,2037.0,980.0,12404.0,94332,60907,119805,336945,341922,2382345 -2020-12-27,301.0,301.0,567.0,2079.0,1008.0,12684.0,94332,60907,119805,336945,341922,2382345 -2020-12-28,322.0,315.0,595.0,2156.0,1050.0,13160.0,94332,60907,119805,336945,341922,2382345 -2020-12-29,357.0,343.0,658.0,2359.0,1141.0,14343.0,94332,60907,119805,336945,341922,2382345 -2020-12-30,427.0,399.0,784.0,2807.0,1337.0,16884.0,94332,60907,119805,336945,341922,2382345 -2020-12-31,497.0,469.0,910.0,3220.0,1547.0,19285.0,94332,60907,119805,336945,341922,2382345 -2021-01-01,518.0,483.0,952.0,3360.0,1603.0,19992.0,94332,60907,119805,336945,341922,2382345 -2021-01-02,532.0,511.0,1001.0,3542.0,1666.0,20902.0,94332,60907,119805,336945,341922,2382345 -2021-01-03,553.0,518.0,1036.0,3682.0,1736.0,21665.0,94332,60907,119805,336945,341922,2382345 -2021-01-04,602.0,553.0,1106.0,3906.0,1848.0,22932.0,94332,60907,119805,336945,341922,2382345 -2021-01-05,672.0,623.0,1218.0,4347.0,2030.0,25284.0,94332,60907,119805,336945,341922,2382345 -2021-01-06,749.0,707.0,1386.0,4900.0,2282.0,28623.0,94332,60907,119805,336945,341922,2382345 -2021-01-07,882.0,798.0,1561.0,5565.0,2611.0,33425.0,94332,60907,119805,336945,341922,2382345 -2021-01-08,1015.0,889.0,1757.0,6265.0,3010.0,38500.0,94332,60907,119805,336945,341922,2382345 -2021-01-09,1148.0,994.0,1911.0,6881.0,3332.0,43092.0,94332,60907,119805,336945,341922,2382345 -2021-01-10,1232.0,1064.0,2023.0,7322.0,3535.0,46186.0,94332,60907,119805,336945,341922,2382345 -2021-01-11,1351.0,1148.0,2156.0,7854.0,3871.0,50645.0,94332,60907,119805,336945,341922,2382345 -2021-01-12,1498.0,1246.0,2345.0,8428.0,4263.0,56154.0,94332,60907,119805,336945,341922,2382345 -2021-01-13,1673.0,1365.0,2541.0,9121.0,4746.0,62111.0,94332,60907,119805,336945,341922,2382345 -2021-01-14,1862.0,1470.0,2758.0,9891.0,5243.0,68502.0,94332,60907,119805,336945,341922,2382345 -2021-01-15,2086.0,1610.0,2961.0,10703.0,5803.0,75649.0,94332,60907,119805,336945,341922,2382345 -2021-01-16,2275.0,1729.0,3136.0,11396.0,6265.0,82096.0,94332,60907,119805,336945,341922,2382345 -2021-01-17,2408.0,1806.0,3248.0,11914.0,6636.0,86716.0,94332,60907,119805,336945,341922,2382345 -2021-01-18,2611.0,1897.0,3395.0,12516.0,7042.0,91987.0,94332,60907,119805,336945,341922,2382345 -2021-01-19,2821.0,2016.0,3605.0,13118.0,7490.0,97874.0,94332,60907,119805,336945,341922,2382345 -2021-01-20,3045.0,2149.0,3773.0,13797.0,8008.0,104461.0,94332,60907,119805,336945,341922,2382345 -2021-01-21,3297.0,2282.0,3969.0,14476.0,8547.0,111139.0,94332,60907,119805,336945,341922,2382345 -2021-01-22,3549.0,2422.0,4151.0,15183.0,9156.0,118601.0,94332,60907,119805,336945,341922,2382345 -2021-01-23,3752.0,2548.0,4277.0,15764.0,9667.0,124859.0,94332,60907,119805,336945,341922,2382345 -2021-01-24,3871.0,2625.0,4368.0,16142.0,9982.0,128660.0,94332,60907,119805,336945,341922,2382345 -2021-01-25,4032.0,2716.0,4487.0,16548.0,10360.0,133021.0,94332,60907,119805,336945,341922,2382345 -2021-01-26,4235.0,2821.0,4620.0,16989.0,10801.0,138068.0,94332,60907,119805,336945,341922,2382345 -2021-01-27,4410.0,2905.0,4725.0,17458.0,11249.0,142695.0,94332,60907,119805,336945,341922,2382345 -2021-01-28,4599.0,2996.0,4844.0,17969.0,11655.0,147560.0,94332,60907,119805,336945,341922,2382345 -2021-01-29,4837.0,3101.0,4991.0,18494.0,12082.0,152845.0,94332,60907,119805,336945,341922,2382345 -2021-01-30,4984.0,3178.0,5068.0,18928.0,12439.0,157164.0,94332,60907,119805,336945,341922,2382345 -2021-01-31,5082.0,3220.0,5145.0,19229.0,12677.0,160468.0,94332,60907,119805,336945,341922,2382345 -2021-02-01,5215.0,3297.0,5229.0,19544.0,12922.0,163380.0,94332,60907,119805,336945,341922,2382345 -2021-02-02,5341.0,3346.0,5320.0,19887.0,13188.0,166572.0,94332,60907,119805,336945,341922,2382345 -2021-02-03,5495.0,3430.0,5411.0,20279.0,13517.0,170051.0,94332,60907,119805,336945,341922,2382345 -2021-02-04,5663.0,3500.0,5516.0,20727.0,13818.0,173796.0,94332,60907,119805,336945,341922,2382345 -2021-02-05,5845.0,3612.0,5607.0,21203.0,14112.0,177317.0,94332,60907,119805,336945,341922,2382345 -2021-02-06,5950.0,3675.0,5677.0,21574.0,14343.0,180565.0,94332,60907,119805,336945,341922,2382345 -2021-02-07,6013.0,3724.0,5712.0,21798.0,14518.0,182504.0,94332,60907,119805,336945,341922,2382345 -2021-02-08,6132.0,3773.0,5768.0,22050.0,14728.0,184408.0,94332,60907,119805,336945,341922,2382345 -2021-02-09,6265.0,3829.0,5831.0,22358.0,14938.0,186823.0,94332,60907,119805,336945,341922,2382345 -2021-02-10,6405.0,3892.0,5901.0,22743.0,15169.0,189539.0,94332,60907,119805,336945,341922,2382345 -2021-02-11,6580.0,3969.0,5985.0,23226.0,15463.0,192717.0,94332,60907,119805,336945,341922,2382345 -2021-02-12,6776.0,4060.0,6090.0,23695.0,15785.0,196581.0,94332,60907,119805,336945,341922,2382345 -2021-02-13,6909.0,4144.0,6174.0,24171.0,16121.0,200970.0,94332,60907,119805,336945,341922,2382345 -2021-02-14,6972.0,4186.0,6223.0,24444.0,16303.0,203518.0,94332,60907,119805,336945,341922,2382345 -2021-02-15,7084.0,4228.0,6300.0,24787.0,16527.0,206353.0,94332,60907,119805,336945,341922,2382345 -2021-02-16,7231.0,4312.0,6426.0,25312.0,16807.0,210980.0,94332,60907,119805,336945,341922,2382345 -2021-02-17,7406.0,4452.0,6580.0,25984.0,17318.0,218211.0,94332,60907,119805,336945,341922,2382345 -2021-02-18,7616.0,4578.0,6748.0,26761.0,17808.0,225554.0,94332,60907,119805,336945,341922,2382345 -2021-02-19,7791.0,4690.0,6888.0,27475.0,18263.0,232351.0,94332,60907,119805,336945,341922,2382345 -2021-02-20,7924.0,4809.0,7028.0,28098.0,18718.0,239323.0,94332,60907,119805,336945,341922,2382345 -2021-02-21,8001.0,4851.0,7105.0,28490.0,18949.0,242305.0,94332,60907,119805,336945,341922,2382345 -2021-02-22,8134.0,4907.0,7175.0,28959.0,19250.0,245770.0,94332,60907,119805,336945,341922,2382345 -2021-02-23,8302.0,5040.0,7350.0,29603.0,19740.0,253022.0,94332,60907,119805,336945,341922,2382345 -2021-02-24,8512.0,5250.0,7588.0,30527.0,20356.0,263053.0,94332,60907,119805,336945,341922,2382345 -2021-02-25,8757.0,5432.0,7833.0,31570.0,21119.0,274176.0,94332,60907,119805,336945,341922,2382345 -2021-02-26,9030.0,5635.0,8099.0,32585.0,21861.0,286251.0,94332,60907,119805,336945,341922,2382345 -2021-02-27,9261.0,5817.0,8309.0,33614.0,22519.0,296380.0,94332,60907,119805,336945,341922,2382345 -2021-02-28,9373.0,5922.0,8407.0,34111.0,22855.0,300804.0,94332,60907,119805,336945,341922,2382345 -2021-03-01,9492.0,5992.0,8519.0,34538.0,23149.0,304619.0,94332,60907,119805,336945,341922,2382345 -2021-03-02,9625.0,6083.0,8652.0,34986.0,23408.0,308658.0,94332,60907,119805,336945,341922,2382345 -2021-03-03,9800.0,6202.0,8813.0,35714.0,23912.0,315777.0,94332,60907,119805,336945,341922,2382345 -2021-03-04,10003.0,6356.0,9009.0,36568.0,24500.0,325269.0,94332,60907,119805,336945,341922,2382345 -2021-03-05,10199.0,6531.0,9205.0,37569.0,25172.0,335601.0,94332,60907,119805,336945,341922,2382345 -2021-03-06,10423.0,6720.0,9422.0,38563.0,25935.0,347179.0,94332,60907,119805,336945,341922,2382345 -2021-03-07,10500.0,6783.0,9506.0,38983.0,26152.0,350350.0,94332,60907,119805,336945,341922,2382345 -2021-03-08,10605.0,6853.0,9604.0,39333.0,26425.0,353934.0,94332,60907,119805,336945,341922,2382345 -2021-03-09,10710.0,6937.0,9737.0,39886.0,26712.0,357728.0,94332,60907,119805,336945,341922,2382345 -2021-03-10,10850.0,7042.0,9912.0,40425.0,27069.0,363027.0,94332,60907,119805,336945,341922,2382345 -2021-03-11,10990.0,7147.0,10045.0,40908.0,27412.0,367311.0,94332,60907,119805,336945,341922,2382345 -2021-03-12,11193.0,7280.0,10248.0,41755.0,28063.0,376110.0,94332,60907,119805,336945,341922,2382345 -2021-03-13,11445.0,7441.0,10458.0,42868.0,28917.0,388311.0,94332,60907,119805,336945,341922,2382345 -2021-03-14,11550.0,7532.0,10584.0,43428.0,29309.0,393785.0,94332,60907,119805,336945,341922,2382345 -2021-03-15,11697.0,7665.0,10773.0,44128.0,29785.0,400995.0,94332,60907,119805,336945,341922,2382345 -2021-03-16,11879.0,7805.0,11025.0,44954.0,30429.0,409486.0,94332,60907,119805,336945,341922,2382345 -2021-03-17,12068.0,7966.0,11291.0,46095.0,31101.0,418257.0,94332,60907,119805,336945,341922,2382345 -2021-03-18,12292.0,8162.0,11571.0,47180.0,31829.0,427728.0,94332,60907,119805,336945,341922,2382345 -2021-03-19,12530.0,8379.0,11886.0,48510.0,32697.0,438298.0,94332,60907,119805,336945,341922,2382345 -2021-03-20,12810.0,8589.0,12201.0,49924.0,33852.0,452249.0,94332,60907,119805,336945,341922,2382345 -2021-03-21,12943.0,8708.0,12404.0,50813.0,34440.0,458836.0,94332,60907,119805,336945,341922,2382345 -2021-03-22,13083.0,8834.0,12600.0,51597.0,35035.0,465437.0,94332,60907,119805,336945,341922,2382345 -2021-03-23,13244.0,8967.0,12817.0,52556.0,35665.0,472787.0,94332,60907,119805,336945,341922,2382345 -2021-03-24,13419.0,9135.0,13069.0,53655.0,36386.0,480431.0,94332,60907,119805,336945,341922,2382345 -2021-03-25,13678.0,9296.0,13335.0,54936.0,37198.0,489370.0,94332,60907,119805,336945,341922,2382345 -2021-03-26,13965.0,9520.0,13643.0,56567.0,38318.0,499373.0,94332,60907,119805,336945,341922,2382345 -2021-03-27,14287.0,9779.0,14042.0,58408.0,39746.0,513688.0,94332,60907,119805,336945,341922,2382345 -2021-03-28,14462.0,9926.0,14294.0,59745.0,40670.0,521409.0,94332,60907,119805,336945,341922,2382345 -2021-03-29,14637.0,10045.0,14504.0,60823.0,41363.0,527891.0,94332,60907,119805,336945,341922,2382345 -2021-03-30,14819.0,10178.0,14735.0,61929.0,42112.0,534947.0,94332,60907,119805,336945,341922,2382345 -2021-03-31,15064.0,10332.0,14994.0,63147.0,42959.0,542752.0,94332,60907,119805,336945,341922,2382345 -2021-04-01,15239.0,10444.0,15169.0,63994.0,43533.0,548219.0,94332,60907,119805,336945,341922,2382345 -2021-04-02,15358.0,10521.0,15302.0,64603.0,44023.0,552846.0,94332,60907,119805,336945,341922,2382345 -2021-04-03,15449.0,10591.0,15428.0,65114.0,44471.0,557025.0,94332,60907,119805,336945,341922,2382345 -2021-04-04,15491.0,10626.0,15484.0,65422.0,44709.0,559069.0,94332,60907,119805,336945,341922,2382345 -2021-04-05,15533.0,10647.0,15519.0,65534.0,44793.0,559874.0,94332,60907,119805,336945,341922,2382345 -2021-04-06,15610.0,10675.0,15631.0,65919.0,45017.0,561743.0,94332,60907,119805,336945,341922,2382345 -2021-04-07,15694.0,10731.0,15750.0,66507.0,45402.0,564641.0,94332,60907,119805,336945,341922,2382345 -2021-04-08,15764.0,10780.0,15862.0,66997.0,45661.0,567385.0,94332,60907,119805,336945,341922,2382345 -2021-04-09,15876.0,10850.0,15988.0,67536.0,46039.0,570752.0,94332,60907,119805,336945,341922,2382345 -2021-04-10,15967.0,10920.0,16121.0,68145.0,46403.0,574630.0,94332,60907,119805,336945,341922,2382345 -2021-04-11,16016.0,10962.0,16198.0,68474.0,46634.0,576506.0,94332,60907,119805,336945,341922,2382345 -2021-04-12,16065.0,10997.0,16261.0,68684.0,46788.0,577801.0,94332,60907,119805,336945,341922,2382345 -2021-04-13,16121.0,11032.0,16317.0,68936.0,46970.0,579593.0,94332,60907,119805,336945,341922,2382345 -2021-04-14,16170.0,11088.0,16408.0,69202.0,47187.0,581651.0,94332,60907,119805,336945,341922,2382345 -2021-04-15,16240.0,11137.0,16471.0,69433.0,47390.0,583219.0,94332,60907,119805,336945,341922,2382345 -2021-04-16,16310.0,11172.0,16534.0,69685.0,47593.0,585081.0,94332,60907,119805,336945,341922,2382345 -2021-04-17,16359.0,11214.0,16625.0,69965.0,47831.0,587216.0,94332,60907,119805,336945,341922,2382345 -2021-04-18,16422.0,11270.0,16751.0,70364.0,48202.0,590289.0,94332,60907,119805,336945,341922,2382345 -2021-04-19,16450.0,11291.0,16786.0,70469.0,48307.0,591234.0,94332,60907,119805,336945,341922,2382345 -2021-04-20,16492.0,11326.0,16849.0,70637.0,48426.0,592641.0,94332,60907,119805,336945,341922,2382345 -2021-04-21,16555.0,11375.0,16954.0,70959.0,48636.0,594727.0,94332,60907,119805,336945,341922,2382345 -2021-04-22,16632.0,11424.0,17066.0,71246.0,48937.0,597030.0,94332,60907,119805,336945,341922,2382345 -2021-04-23,16730.0,11515.0,17241.0,71820.0,49560.0,602161.0,94332,60907,119805,336945,341922,2382345 -2021-04-24,16842.0,11613.0,17472.0,72436.0,50113.0,607320.0,94332,60907,119805,336945,341922,2382345 -2021-04-25,16905.0,11655.0,17563.0,72758.0,50302.0,609434.0,94332,60907,119805,336945,341922,2382345 -2021-04-26,16968.0,11676.0,17633.0,72968.0,50505.0,611240.0,94332,60907,119805,336945,341922,2382345 -2021-04-27,17031.0,11739.0,17724.0,73325.0,50736.0,613480.0,94332,60907,119805,336945,341922,2382345 -2021-04-28,17122.0,11795.0,17857.0,73654.0,51044.0,616301.0,94332,60907,119805,336945,341922,2382345 -2021-04-29,17220.0,11893.0,18039.0,74340.0,51569.0,621082.0,94332,60907,119805,336945,341922,2382345 -2021-04-30,17339.0,11963.0,18221.0,74914.0,52052.0,625100.0,94332,60907,119805,336945,341922,2382345 -2021-05-01,17402.0,12033.0,18326.0,75383.0,52423.0,628243.0,94332,60907,119805,336945,341922,2382345 -2021-05-02,17444.0,12075.0,18410.0,75719.0,52668.0,630084.0,94332,60907,119805,336945,341922,2382345 -2021-05-03,17472.0,12096.0,18452.0,75873.0,52822.0,631323.0,94332,60907,119805,336945,341922,2382345 -2021-05-04,17521.0,12138.0,18529.0,76146.0,53095.0,633430.0,94332,60907,119805,336945,341922,2382345 -2021-05-05,17640.0,12215.0,18662.0,76601.0,53669.0,637735.0,94332,60907,119805,336945,341922,2382345 -2021-05-06,17731.0,12278.0,18830.0,77189.0,54089.0,641410.0,94332,60907,119805,336945,341922,2382345 -2021-05-07,17808.0,12369.0,19061.0,77854.0,54628.0,646114.0,94332,60907,119805,336945,341922,2382345 -2021-05-08,17885.0,12432.0,19208.0,78288.0,55118.0,650706.0,94332,60907,119805,336945,341922,2382345 -2021-05-09,17934.0,12481.0,19285.0,78554.0,55454.0,653352.0,94332,60907,119805,336945,341922,2382345 -2021-05-10,17983.0,12516.0,19376.0,78939.0,55748.0,655767.0,94332,60907,119805,336945,341922,2382345 -2021-05-11,18102.0,12642.0,19586.0,79772.0,56434.0,662011.0,94332,60907,119805,336945,341922,2382345 -2021-05-12,18389.0,12985.0,20328.0,81508.0,58968.0,684138.0,94332,60907,119805,336945,341922,2382345 -2021-05-13,18802.0,13412.0,21014.0,83524.0,61866.0,709135.0,94332,60907,119805,336945,341922,2382345 -2021-05-14,19257.0,13846.0,22001.0,86219.0,64890.0,735140.0,94332,60907,119805,336945,341922,2382345 -2021-05-15,19740.0,14273.0,22995.0,89075.0,68607.0,765408.0,94332,60907,119805,336945,341922,2382345 -2021-05-16,19992.0,14525.0,23562.0,90461.0,70525.0,780563.0,94332,60907,119805,336945,341922,2382345 -2021-05-17,20174.0,14721.0,24024.0,91595.0,71778.0,790664.0,94332,60907,119805,336945,341922,2382345 -2021-05-18,20517.0,15113.0,24913.0,94045.0,74935.0,816536.0,94332,60907,119805,336945,341922,2382345 -2021-05-19,21238.0,15841.0,26502.0,98784.0,80927.0,862911.0,94332,60907,119805,336945,341922,2382345 -2021-05-20,21938.0,16590.0,27993.0,103299.0,86380.0,907487.0,94332,60907,119805,336945,341922,2382345 -2021-05-21,22631.0,17192.0,29246.0,107156.0,90811.0,941647.0,94332,60907,119805,336945,341922,2382345 -2021-05-22,23212.0,17759.0,30527.0,110607.0,95151.0,973091.0,94332,60907,119805,336945,341922,2382345 -2021-05-23,23520.0,18130.0,31395.0,113155.0,98042.0,993538.0,94332,60907,119805,336945,341922,2382345 -2021-05-24,23849.0,18508.0,32200.0,115248.0,100842.0,1013908.0,94332,60907,119805,336945,341922,2382345 -2021-05-25,24388.0,19033.0,33341.0,118685.0,105049.0,1046836.0,94332,60907,119805,336945,341922,2382345 -2021-05-26,25151.0,19796.0,34895.0,123375.0,110999.0,1091608.0,94332,60907,119805,336945,341922,2382345 -2021-05-27,26033.0,20629.0,36645.0,128352.0,117257.0,1138543.0,94332,60907,119805,336945,341922,2382345 -2021-05-28,26803.0,21301.0,38073.0,132615.0,122696.0,1174810.0,94332,60907,119805,336945,341922,2382345 -2021-05-29,27468.0,21875.0,39354.0,137543.0,126973.0,1203664.0,94332,60907,119805,336945,341922,2382345 -2021-05-30,27958.0,22316.0,40411.0,141029.0,130382.0,1225266.0,94332,60907,119805,336945,341922,2382345 -2021-05-31,28259.0,22645.0,41209.0,143213.0,132482.0,1238517.0,94332,60907,119805,336945,341922,2382345 -2021-06-01,28588.0,22953.0,41902.0,145166.0,134883.0,1253777.0,94332,60907,119805,336945,341922,2382345 -2021-06-02,29092.0,23464.0,42973.0,148267.0,138775.0,1279166.0,94332,60907,119805,336945,341922,2382345 -2021-06-03,29673.0,24003.0,44051.0,151613.0,142793.0,1305885.0,94332,60907,119805,336945,341922,2382345 -2021-06-04,30240.0,24507.0,45073.0,154805.0,146741.0,1331673.0,94332,60907,119805,336945,341922,2382345 -2021-06-05,30863.0,25074.0,46277.0,159103.0,151277.0,1360674.0,94332,60907,119805,336945,341922,2382345 -2021-06-06,31283.0,25480.0,47068.0,161644.0,154056.0,1378055.0,94332,60907,119805,336945,341922,2382345 -2021-06-07,31724.0,25809.0,47908.0,164045.0,156702.0,1394407.0,94332,60907,119805,336945,341922,2382345 -2021-06-08,32207.0,26166.0,48636.0,166355.0,159285.0,1410619.0,94332,60907,119805,336945,341922,2382345 -2021-06-09,32781.0,26593.0,49427.0,169078.0,162211.0,1427923.0,94332,60907,119805,336945,341922,2382345 -2021-06-10,33292.0,27027.0,50169.0,171731.0,165298.0,1446018.0,94332,60907,119805,336945,341922,2382345 -2021-06-11,33908.0,27412.0,50890.0,174216.0,168553.0,1465177.0,94332,60907,119805,336945,341922,2382345 -2021-06-12,34503.0,27804.0,51723.0,176911.0,172193.0,1484987.0,94332,60907,119805,336945,341922,2382345 -2021-06-13,34825.0,28091.0,52304.0,178689.0,174181.0,1495725.0,94332,60907,119805,336945,341922,2382345 -2021-06-14,35056.0,28273.0,52745.0,180054.0,175798.0,1504552.0,94332,60907,119805,336945,341922,2382345 -2021-06-15,35399.0,28490.0,53221.0,181664.0,177499.0,1514688.0,94332,60907,119805,336945,341922,2382345 -2021-06-16,35735.0,28735.0,53683.0,183183.0,179235.0,1524593.0,94332,60907,119805,336945,341922,2382345 -2021-06-17,36141.0,28994.0,54159.0,184947.0,181223.0,1535618.0,94332,60907,119805,336945,341922,2382345 -2021-06-18,36547.0,29218.0,54649.0,186690.0,182945.0,1545523.0,94332,60907,119805,336945,341922,2382345 -2021-06-19,36946.0,29456.0,55167.0,188797.0,184863.0,1556730.0,94332,60907,119805,336945,341922,2382345 -2021-06-20,37156.0,29589.0,55433.0,189756.0,185822.0,1562001.0,94332,60907,119805,336945,341922,2382345 -2021-06-21,37310.0,29687.0,55650.0,190477.0,186627.0,1566670.0,94332,60907,119805,336945,341922,2382345 -2021-06-22,37576.0,29813.0,55895.0,191394.0,187502.0,1572193.0,94332,60907,119805,336945,341922,2382345 -2021-06-23,37828.0,29974.0,56189.0,192402.0,188496.0,1578451.0,94332,60907,119805,336945,341922,2382345 -2021-06-24,38122.0,30114.0,56483.0,193466.0,189504.0,1584520.0,94332,60907,119805,336945,341922,2382345 -2021-06-25,38402.0,30268.0,56749.0,194467.0,190554.0,1590596.0,94332,60907,119805,336945,341922,2382345 -2021-06-26,38822.0,30443.0,57106.0,195769.0,191933.0,1598219.0,94332,60907,119805,336945,341922,2382345 -2021-06-27,39025.0,30562.0,57337.0,196497.0,192773.0,1602181.0,94332,60907,119805,336945,341922,2382345 -2021-06-28,39186.0,30639.0,57526.0,197036.0,193242.0,1604974.0,94332,60907,119805,336945,341922,2382345 -2021-06-29,39396.0,30758.0,57750.0,197736.0,193865.0,1608516.0,94332,60907,119805,336945,341922,2382345 -2021-06-30,39592.0,30870.0,57974.0,198506.0,194600.0,1612940.0,94332,60907,119805,336945,341922,2382345 -2021-07-01,39816.0,31003.0,58219.0,199213.0,195293.0,1617273.0,94332,60907,119805,336945,341922,2382345 -2021-07-02,40026.0,31122.0,58408.0,199871.0,195881.0,1620962.0,94332,60907,119805,336945,341922,2382345 -2021-07-03,40278.0,31255.0,58653.0,200662.0,196679.0,1625435.0,94332,60907,119805,336945,341922,2382345 -2021-07-04,40432.0,31311.0,58800.0,201117.0,197085.0,1627584.0,94332,60907,119805,336945,341922,2382345 -2021-07-05,40586.0,31381.0,58933.0,201537.0,197435.0,1629572.0,94332,60907,119805,336945,341922,2382345 -2021-07-06,40705.0,31458.0,59108.0,202027.0,197876.0,1632281.0,94332,60907,119805,336945,341922,2382345 -2021-07-07,40894.0,31556.0,59283.0,202594.0,198387.0,1635620.0,94332,60907,119805,336945,341922,2382345 -2021-07-08,41090.0,31654.0,59458.0,203175.0,198926.0,1638952.0,94332,60907,119805,336945,341922,2382345 -2021-07-09,41321.0,31752.0,59654.0,203812.0,199465.0,1642347.0,94332,60907,119805,336945,341922,2382345 -2021-07-10,41552.0,31850.0,59885.0,204533.0,200102.0,1646267.0,94332,60907,119805,336945,341922,2382345 -2021-07-11,41650.0,31906.0,59990.0,204890.0,200382.0,1648073.0,94332,60907,119805,336945,341922,2382345 -2021-07-12,41755.0,31955.0,60109.0,205247.0,200676.0,1649704.0,94332,60907,119805,336945,341922,2382345 -2021-07-13,41867.0,32032.0,60235.0,205625.0,201012.0,1651839.0,94332,60907,119805,336945,341922,2382345 -2021-07-14,42014.0,32130.0,60382.0,206115.0,201397.0,1654464.0,94332,60907,119805,336945,341922,2382345 -2021-07-15,42161.0,32235.0,60557.0,206598.0,201845.0,1657348.0,94332,60907,119805,336945,341922,2382345 -2021-07-16,42343.0,32340.0,60725.0,207123.0,202328.0,1660463.0,94332,60907,119805,336945,341922,2382345 -2021-07-17,42525.0,32424.0,60900.0,207760.0,202909.0,1664075.0,94332,60907,119805,336945,341922,2382345 -2021-07-18,42616.0,32480.0,60998.0,208075.0,203182.0,1665867.0,94332,60907,119805,336945,341922,2382345 -2021-07-19,42700.0,32557.0,61110.0,208320.0,203448.0,1667666.0,94332,60907,119805,336945,341922,2382345 -2021-07-20,42791.0,32599.0,61187.0,208530.0,203791.0,1669570.0,94332,60907,119805,336945,341922,2382345 -2021-07-21,42917.0,32669.0,61299.0,208796.0,204120.0,1671782.0,94332,60907,119805,336945,341922,2382345 -2021-07-22,43043.0,32725.0,61404.0,209174.0,204470.0,1673861.0,94332,60907,119805,336945,341922,2382345 -2021-07-23,43155.0,32788.0,61530.0,209503.0,204806.0,1675975.0,94332,60907,119805,336945,341922,2382345 -2021-07-24,43281.0,32844.0,61670.0,209902.0,205205.0,1678439.0,94332,60907,119805,336945,341922,2382345 -2021-07-25,43358.0,32886.0,61754.0,210161.0,205415.0,1679790.0,94332,60907,119805,336945,341922,2382345 -2021-07-26,43442.0,32928.0,61824.0,210448.0,205618.0,1681078.0,94332,60907,119805,336945,341922,2382345 -2021-07-27,43554.0,32977.0,61922.0,210749.0,205863.0,1682548.0,94332,60907,119805,336945,341922,2382345 -2021-07-28,43659.0,33040.0,62020.0,211050.0,206136.0,1684361.0,94332,60907,119805,336945,341922,2382345 -2021-07-29,43771.0,33103.0,62111.0,211351.0,206395.0,1686013.0,94332,60907,119805,336945,341922,2382345 -2021-07-30,43876.0,33159.0,62230.0,211659.0,206619.0,1687644.0,94332,60907,119805,336945,341922,2382345 -2021-07-31,43995.0,33215.0,62356.0,212058.0,206927.0,1689723.0,94332,60907,119805,336945,341922,2382345 -2021-08-01,44058.0,33257.0,62426.0,212268.0,207109.0,1690913.0,94332,60907,119805,336945,341922,2382345 -2021-08-02,44142.0,33292.0,62510.0,212513.0,207277.0,1692061.0,94332,60907,119805,336945,341922,2382345 -2021-08-03,44226.0,33334.0,62608.0,212793.0,207508.0,1693307.0,94332,60907,119805,336945,341922,2382345 -2021-08-04,44331.0,33376.0,62720.0,213059.0,207704.0,1694882.0,94332,60907,119805,336945,341922,2382345 -2021-08-05,44436.0,33425.0,62797.0,213353.0,207928.0,1696331.0,94332,60907,119805,336945,341922,2382345 -2021-08-06,44562.0,33474.0,62888.0,213668.0,208138.0,1697822.0,94332,60907,119805,336945,341922,2382345 -2021-08-07,44674.0,33530.0,62986.0,214074.0,208418.0,1699691.0,94332,60907,119805,336945,341922,2382345 -2021-08-08,44737.0,33558.0,63035.0,214270.0,208558.0,1700678.0,94332,60907,119805,336945,341922,2382345 -2021-08-09,44835.0,33600.0,63098.0,214529.0,208719.0,1701756.0,94332,60907,119805,336945,341922,2382345 -2021-08-10,44926.0,33642.0,63175.0,214816.0,208887.0,1702967.0,94332,60907,119805,336945,341922,2382345 -2021-08-11,45031.0,33677.0,63245.0,215117.0,209076.0,1704339.0,94332,60907,119805,336945,341922,2382345 -2021-08-12,45143.0,33726.0,63329.0,215404.0,209258.0,1705725.0,94332,60907,119805,336945,341922,2382345 -2021-08-13,45255.0,33768.0,63413.0,215691.0,209447.0,1706915.0,94332,60907,119805,336945,341922,2382345 -2021-08-14,45381.0,33824.0,63497.0,215978.0,209678.0,1708308.0,94332,60907,119805,336945,341922,2382345 -2021-08-15,45437.0,33845.0,63539.0,216153.0,209797.0,1709085.0,94332,60907,119805,336945,341922,2382345 -2021-08-16,45514.0,33880.0,63616.0,216342.0,209923.0,1709918.0,94332,60907,119805,336945,341922,2382345 -2021-08-17,45591.0,33915.0,63679.0,216538.0,210091.0,1710856.0,94332,60907,119805,336945,341922,2382345 -2021-08-18,45703.0,33957.0,63749.0,216769.0,210224.0,1711899.0,94332,60907,119805,336945,341922,2382345 -2021-08-19,45717.0,33964.0,63749.0,216783.0,210238.0,1711983.0,94332,60907,119805,336945,341922,2382345 +2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,94500,60970,120085,337358,341915,2383787 +2020-12-02,0.0,0.0,0.0,0.0,0.0,0.0,94500,60970,120085,337358,341915,2383787 +2020-12-03,0.0,0.0,0.0,0.0,0.0,0.0,94500,60970,120085,337358,341915,2383787 +2020-12-06,0.0,0.0,0.0,0.0,0.0,7.0,94500,60970,120085,337358,341915,2383787 +2020-12-07,0.0,0.0,0.0,0.0,0.0,7.0,94500,60970,120085,337358,341915,2383787 +2020-12-08,0.0,7.0,14.0,28.0,14.0,175.0,94500,60970,120085,337358,341915,2383787 +2020-12-09,7.0,14.0,21.0,91.0,49.0,532.0,94500,60970,120085,337358,341915,2383787 +2020-12-10,14.0,21.0,35.0,140.0,77.0,917.0,94500,60970,120085,337358,341915,2383787 +2020-12-11,28.0,35.0,56.0,189.0,112.0,1316.0,94500,60970,120085,337358,341915,2383787 +2020-12-12,35.0,49.0,77.0,238.0,154.0,1750.0,94500,60970,120085,337358,341915,2383787 +2020-12-13,42.0,56.0,84.0,280.0,182.0,2072.0,94500,60970,120085,337358,341915,2383787 +2020-12-14,56.0,70.0,105.0,357.0,210.0,2527.0,94500,60970,120085,337358,341915,2383787 +2020-12-15,70.0,84.0,140.0,448.0,259.0,3178.0,94500,60970,120085,337358,341915,2383787 +2020-12-16,91.0,98.0,168.0,553.0,322.0,3983.0,94500,60970,120085,337358,341915,2383787 +2020-12-17,112.0,119.0,203.0,679.0,399.0,4928.0,94500,60970,120085,337358,341915,2383787 +2020-12-18,133.0,140.0,238.0,826.0,476.0,5817.0,94500,60970,120085,337358,341915,2383787 +2020-12-19,147.0,161.0,273.0,959.0,532.0,6580.0,94500,60970,120085,337358,341915,2383787 +2020-12-20,168.0,182.0,308.0,1148.0,595.0,7595.0,94500,60970,120085,337358,341915,2383787 +2020-12-21,203.0,210.0,343.0,1358.0,686.0,8883.0,94500,60970,120085,337358,341915,2383787 +2020-12-22,245.0,238.0,406.0,1568.0,784.0,10087.0,94500,60970,120085,337358,341915,2383787 +2020-12-23,280.0,280.0,497.0,1848.0,903.0,11550.0,94500,60970,120085,337358,341915,2383787 +2020-12-24,294.0,294.0,532.0,2002.0,973.0,12355.0,94500,60970,120085,337358,341915,2383787 +2020-12-25,294.0,294.0,539.0,2016.0,973.0,12355.0,94500,60970,120085,337358,341915,2383787 +2020-12-26,294.0,294.0,539.0,2030.0,973.0,12397.0,94500,60970,120085,337358,341915,2383787 +2020-12-27,301.0,301.0,567.0,2072.0,1008.0,12677.0,94500,60970,120085,337358,341915,2383787 +2020-12-28,322.0,315.0,595.0,2149.0,1043.0,13153.0,94500,60970,120085,337358,341915,2383787 +2020-12-29,357.0,343.0,658.0,2352.0,1141.0,14336.0,94500,60970,120085,337358,341915,2383787 +2020-12-30,427.0,399.0,784.0,2800.0,1330.0,16877.0,94500,60970,120085,337358,341915,2383787 +2020-12-31,504.0,469.0,910.0,3213.0,1540.0,19278.0,94500,60970,120085,337358,341915,2383787 +2021-01-01,518.0,483.0,952.0,3360.0,1603.0,19992.0,94500,60970,120085,337358,341915,2383787 +2021-01-02,532.0,511.0,994.0,3535.0,1659.0,20902.0,94500,60970,120085,337358,341915,2383787 +2021-01-03,553.0,518.0,1036.0,3675.0,1729.0,21665.0,94500,60970,120085,337358,341915,2383787 +2021-01-04,602.0,553.0,1106.0,3899.0,1841.0,22932.0,94500,60970,120085,337358,341915,2383787 +2021-01-05,679.0,623.0,1218.0,4340.0,2023.0,25291.0,94500,60970,120085,337358,341915,2383787 +2021-01-06,749.0,700.0,1386.0,4893.0,2282.0,28630.0,94500,60970,120085,337358,341915,2383787 +2021-01-07,882.0,798.0,1561.0,5565.0,2604.0,33432.0,94500,60970,120085,337358,341915,2383787 +2021-01-08,1015.0,889.0,1757.0,6265.0,3003.0,38500.0,94500,60970,120085,337358,341915,2383787 +2021-01-09,1148.0,994.0,1911.0,6881.0,3325.0,43092.0,94500,60970,120085,337358,341915,2383787 +2021-01-10,1232.0,1064.0,2016.0,7322.0,3535.0,46193.0,94500,60970,120085,337358,341915,2383787 +2021-01-11,1351.0,1148.0,2156.0,7854.0,3871.0,50659.0,94500,60970,120085,337358,341915,2383787 +2021-01-12,1498.0,1246.0,2345.0,8435.0,4263.0,56161.0,94500,60970,120085,337358,341915,2383787 +2021-01-13,1666.0,1365.0,2541.0,9128.0,4746.0,62125.0,94500,60970,120085,337358,341915,2383787 +2021-01-14,1862.0,1463.0,2758.0,9898.0,5243.0,68502.0,94500,60970,120085,337358,341915,2383787 +2021-01-15,2079.0,1610.0,2968.0,10710.0,5803.0,75649.0,94500,60970,120085,337358,341915,2383787 +2021-01-16,2268.0,1729.0,3143.0,11403.0,6265.0,82103.0,94500,60970,120085,337358,341915,2383787 +2021-01-17,2401.0,1806.0,3255.0,11921.0,6629.0,86723.0,94500,60970,120085,337358,341915,2383787 +2021-01-18,2604.0,1897.0,3402.0,12523.0,7042.0,91987.0,94500,60970,120085,337358,341915,2383787 +2021-01-19,2814.0,2016.0,3612.0,13118.0,7490.0,97874.0,94500,60970,120085,337358,341915,2383787 +2021-01-20,3038.0,2149.0,3780.0,13797.0,8001.0,104475.0,94500,60970,120085,337358,341915,2383787 +2021-01-21,3290.0,2282.0,3976.0,14476.0,8547.0,111153.0,94500,60970,120085,337358,341915,2383787 +2021-01-22,3542.0,2422.0,4158.0,15176.0,9149.0,118622.0,94500,60970,120085,337358,341915,2383787 +2021-01-23,3745.0,2548.0,4277.0,15757.0,9660.0,124887.0,94500,60970,120085,337358,341915,2383787 +2021-01-24,3864.0,2625.0,4368.0,16142.0,9975.0,128688.0,94500,60970,120085,337358,341915,2383787 +2021-01-25,4025.0,2716.0,4487.0,16548.0,10353.0,133042.0,94500,60970,120085,337358,341915,2383787 +2021-01-26,4228.0,2821.0,4627.0,16982.0,10794.0,138096.0,94500,60970,120085,337358,341915,2383787 +2021-01-27,4403.0,2905.0,4732.0,17458.0,11242.0,142723.0,94500,60970,120085,337358,341915,2383787 +2021-01-28,4592.0,2996.0,4851.0,17955.0,11641.0,147588.0,94500,60970,120085,337358,341915,2383787 +2021-01-29,4830.0,3094.0,4998.0,18487.0,12075.0,152866.0,94500,60970,120085,337358,341915,2383787 +2021-01-30,4977.0,3178.0,5075.0,18921.0,12425.0,157185.0,94500,60970,120085,337358,341915,2383787 +2021-01-31,5075.0,3220.0,5152.0,19229.0,12670.0,160496.0,94500,60970,120085,337358,341915,2383787 +2021-02-01,5208.0,3297.0,5243.0,19544.0,12915.0,163408.0,94500,60970,120085,337358,341915,2383787 +2021-02-02,5334.0,3346.0,5327.0,19887.0,13174.0,166600.0,94500,60970,120085,337358,341915,2383787 +2021-02-03,5488.0,3430.0,5418.0,20279.0,13503.0,170086.0,94500,60970,120085,337358,341915,2383787 +2021-02-04,5656.0,3507.0,5523.0,20727.0,13804.0,173838.0,94500,60970,120085,337358,341915,2383787 +2021-02-05,5838.0,3612.0,5621.0,21196.0,14098.0,177352.0,94500,60970,120085,337358,341915,2383787 +2021-02-06,5943.0,3675.0,5684.0,21574.0,14329.0,180600.0,94500,60970,120085,337358,341915,2383787 +2021-02-07,6006.0,3724.0,5726.0,21798.0,14504.0,182539.0,94500,60970,120085,337358,341915,2383787 +2021-02-08,6125.0,3773.0,5782.0,22050.0,14714.0,184443.0,94500,60970,120085,337358,341915,2383787 +2021-02-09,6258.0,3829.0,5845.0,22358.0,14924.0,186858.0,94500,60970,120085,337358,341915,2383787 +2021-02-10,6398.0,3892.0,5908.0,22743.0,15148.0,189574.0,94500,60970,120085,337358,341915,2383787 +2021-02-11,6573.0,3976.0,5999.0,23219.0,15442.0,192752.0,94500,60970,120085,337358,341915,2383787 +2021-02-12,6769.0,4060.0,6104.0,23695.0,15764.0,196609.0,94500,60970,120085,337358,341915,2383787 +2021-02-13,6902.0,4144.0,6188.0,24171.0,16100.0,200998.0,94500,60970,120085,337358,341915,2383787 +2021-02-14,6965.0,4186.0,6237.0,24444.0,16296.0,203546.0,94500,60970,120085,337358,341915,2383787 +2021-02-15,7077.0,4235.0,6314.0,24787.0,16520.0,206381.0,94500,60970,120085,337358,341915,2383787 +2021-02-16,7224.0,4319.0,6440.0,25312.0,16793.0,211001.0,94500,60970,120085,337358,341915,2383787 +2021-02-17,7399.0,4452.0,6594.0,25984.0,17311.0,218232.0,94500,60970,120085,337358,341915,2383787 +2021-02-18,7609.0,4578.0,6762.0,26761.0,17787.0,225575.0,94500,60970,120085,337358,341915,2383787 +2021-02-19,7784.0,4697.0,6902.0,27475.0,18249.0,232365.0,94500,60970,120085,337358,341915,2383787 +2021-02-20,7917.0,4809.0,7035.0,28098.0,18704.0,239330.0,94500,60970,120085,337358,341915,2383787 +2021-02-21,7987.0,4851.0,7119.0,28490.0,18935.0,242312.0,94500,60970,120085,337358,341915,2383787 +2021-02-22,8120.0,4914.0,7189.0,28959.0,19236.0,245770.0,94500,60970,120085,337358,341915,2383787 +2021-02-23,8288.0,5040.0,7371.0,29603.0,19726.0,253015.0,94500,60970,120085,337358,341915,2383787 +2021-02-24,8498.0,5250.0,7602.0,30534.0,20328.0,263039.0,94500,60970,120085,337358,341915,2383787 +2021-02-25,8743.0,5439.0,7847.0,31577.0,21091.0,274155.0,94500,60970,120085,337358,341915,2383787 +2021-02-26,9016.0,5635.0,8113.0,32592.0,21840.0,286223.0,94500,60970,120085,337358,341915,2383787 +2021-02-27,9247.0,5824.0,8330.0,33621.0,22498.0,296387.0,94500,60970,120085,337358,341915,2383787 +2021-02-28,9359.0,5922.0,8421.0,34118.0,22834.0,300818.0,94500,60970,120085,337358,341915,2383787 +2021-03-01,9478.0,5992.0,8533.0,34545.0,23128.0,304640.0,94500,60970,120085,337358,341915,2383787 +2021-03-02,9604.0,6083.0,8666.0,34993.0,23387.0,308679.0,94500,60970,120085,337358,341915,2383787 +2021-03-03,9779.0,6202.0,8834.0,35721.0,23891.0,315791.0,94500,60970,120085,337358,341915,2383787 +2021-03-04,9982.0,6356.0,9023.0,36575.0,24472.0,325304.0,94500,60970,120085,337358,341915,2383787 +2021-03-05,10178.0,6531.0,9226.0,37576.0,25144.0,335636.0,94500,60970,120085,337358,341915,2383787 +2021-03-06,10402.0,6720.0,9443.0,38570.0,25907.0,347214.0,94500,60970,120085,337358,341915,2383787 +2021-03-07,10486.0,6790.0,9520.0,38990.0,26124.0,350385.0,94500,60970,120085,337358,341915,2383787 +2021-03-08,10584.0,6853.0,9618.0,39340.0,26397.0,353969.0,94500,60970,120085,337358,341915,2383787 +2021-03-09,10689.0,6937.0,9758.0,39893.0,26684.0,357763.0,94500,60970,120085,337358,341915,2383787 +2021-03-10,10829.0,7049.0,9933.0,40432.0,27048.0,363062.0,94500,60970,120085,337358,341915,2383787 +2021-03-11,10969.0,7154.0,10066.0,40908.0,27384.0,367346.0,94500,60970,120085,337358,341915,2383787 +2021-03-12,11165.0,7287.0,10262.0,41755.0,28035.0,376145.0,94500,60970,120085,337358,341915,2383787 +2021-03-13,11417.0,7448.0,10479.0,42861.0,28889.0,388346.0,94500,60970,120085,337358,341915,2383787 +2021-03-14,11529.0,7539.0,10605.0,43428.0,29281.0,393820.0,94500,60970,120085,337358,341915,2383787 +2021-03-15,11676.0,7665.0,10794.0,44121.0,29764.0,401023.0,94500,60970,120085,337358,341915,2383787 +2021-03-16,11851.0,7812.0,11046.0,44947.0,30401.0,409500.0,94500,60970,120085,337358,341915,2383787 +2021-03-17,12047.0,7966.0,11312.0,46095.0,31073.0,418271.0,94500,60970,120085,337358,341915,2383787 +2021-03-18,12264.0,8169.0,11592.0,47180.0,31794.0,427742.0,94500,60970,120085,337358,341915,2383787 +2021-03-19,12509.0,8379.0,11907.0,48510.0,32662.0,438312.0,94500,60970,120085,337358,341915,2383787 +2021-03-20,12782.0,8596.0,12222.0,49924.0,33817.0,452249.0,94500,60970,120085,337358,341915,2383787 +2021-03-21,12922.0,8708.0,12432.0,50806.0,34405.0,458836.0,94500,60970,120085,337358,341915,2383787 +2021-03-22,13055.0,8834.0,12628.0,51597.0,35000.0,465430.0,94500,60970,120085,337358,341915,2383787 +2021-03-23,13216.0,8974.0,12838.0,52556.0,35623.0,472773.0,94500,60970,120085,337358,341915,2383787 +2021-03-24,13391.0,9135.0,13090.0,53648.0,36351.0,480417.0,94500,60970,120085,337358,341915,2383787 +2021-03-25,13650.0,9296.0,13363.0,54936.0,37156.0,489342.0,94500,60970,120085,337358,341915,2383787 +2021-03-26,13937.0,9527.0,13671.0,56567.0,38283.0,499352.0,94500,60970,120085,337358,341915,2383787 +2021-03-27,14266.0,9786.0,14070.0,58401.0,39704.0,513667.0,94500,60970,120085,337358,341915,2383787 +2021-03-28,14441.0,9933.0,14322.0,59738.0,40614.0,521388.0,94500,60970,120085,337358,341915,2383787 +2021-03-29,14609.0,10052.0,14539.0,60816.0,41307.0,527870.0,94500,60970,120085,337358,341915,2383787 +2021-03-30,14798.0,10185.0,14770.0,61922.0,42056.0,534926.0,94500,60970,120085,337358,341915,2383787 +2021-03-31,15036.0,10339.0,15022.0,63140.0,42903.0,542724.0,94500,60970,120085,337358,341915,2383787 +2021-04-01,15218.0,10451.0,15197.0,63994.0,43477.0,548198.0,94500,60970,120085,337358,341915,2383787 +2021-04-02,15330.0,10528.0,15330.0,64603.0,43967.0,552832.0,94500,60970,120085,337358,341915,2383787 +2021-04-03,15428.0,10598.0,15456.0,65121.0,44415.0,557004.0,94500,60970,120085,337358,341915,2383787 +2021-04-04,15463.0,10633.0,15512.0,65429.0,44646.0,559055.0,94500,60970,120085,337358,341915,2383787 +2021-04-05,15505.0,10654.0,15547.0,65541.0,44730.0,559867.0,94500,60970,120085,337358,341915,2383787 +2021-04-06,15582.0,10682.0,15652.0,65926.0,44961.0,561743.0,94500,60970,120085,337358,341915,2383787 +2021-04-07,15666.0,10738.0,15778.0,66514.0,45339.0,564641.0,94500,60970,120085,337358,341915,2383787 +2021-04-08,15736.0,10787.0,15890.0,67004.0,45598.0,567385.0,94500,60970,120085,337358,341915,2383787 +2021-04-09,15848.0,10857.0,16016.0,67550.0,45976.0,570759.0,94500,60970,120085,337358,341915,2383787 +2021-04-10,15939.0,10927.0,16149.0,68159.0,46340.0,574637.0,94500,60970,120085,337358,341915,2383787 +2021-04-11,15988.0,10969.0,16226.0,68481.0,46564.0,576513.0,94500,60970,120085,337358,341915,2383787 +2021-04-12,16037.0,11004.0,16289.0,68691.0,46725.0,577815.0,94500,60970,120085,337358,341915,2383787 +2021-04-13,16093.0,11039.0,16338.0,68943.0,46900.0,579600.0,94500,60970,120085,337358,341915,2383787 +2021-04-14,16149.0,11095.0,16436.0,69216.0,47124.0,581672.0,94500,60970,120085,337358,341915,2383787 +2021-04-15,16212.0,11144.0,16499.0,69461.0,47327.0,583254.0,94500,60970,120085,337358,341915,2383787 +2021-04-16,16282.0,11179.0,16562.0,69706.0,47530.0,585109.0,94500,60970,120085,337358,341915,2383787 +2021-04-17,16331.0,11221.0,16653.0,69993.0,47768.0,587244.0,94500,60970,120085,337358,341915,2383787 +2021-04-18,16394.0,11277.0,16772.0,70392.0,48139.0,590310.0,94500,60970,120085,337358,341915,2383787 +2021-04-19,16429.0,11298.0,16814.0,70497.0,48244.0,591262.0,94500,60970,120085,337358,341915,2383787 +2021-04-20,16471.0,11333.0,16877.0,70665.0,48370.0,592669.0,94500,60970,120085,337358,341915,2383787 +2021-04-21,16527.0,11382.0,16975.0,70987.0,48580.0,594755.0,94500,60970,120085,337358,341915,2383787 +2021-04-22,16604.0,11431.0,17087.0,71274.0,48881.0,597044.0,94500,60970,120085,337358,341915,2383787 +2021-04-23,16702.0,11522.0,17269.0,71848.0,49504.0,602175.0,94500,60970,120085,337358,341915,2383787 +2021-04-24,16814.0,11620.0,17500.0,72457.0,50057.0,607327.0,94500,60970,120085,337358,341915,2383787 +2021-04-25,16877.0,11662.0,17591.0,72786.0,50246.0,609448.0,94500,60970,120085,337358,341915,2383787 +2021-04-26,16940.0,11683.0,17661.0,72989.0,50449.0,611261.0,94500,60970,120085,337358,341915,2383787 +2021-04-27,17003.0,11746.0,17752.0,73346.0,50680.0,613501.0,94500,60970,120085,337358,341915,2383787 +2021-04-28,17094.0,11802.0,17892.0,73689.0,50995.0,616322.0,94500,60970,120085,337358,341915,2383787 +2021-04-29,17192.0,11900.0,18074.0,74375.0,51513.0,621117.0,94500,60970,120085,337358,341915,2383787 +2021-04-30,17311.0,11970.0,18249.0,74942.0,52003.0,625128.0,94500,60970,120085,337358,341915,2383787 +2021-05-01,17381.0,12040.0,18361.0,75411.0,52367.0,628271.0,94500,60970,120085,337358,341915,2383787 +2021-05-02,17423.0,12082.0,18438.0,75747.0,52605.0,630119.0,94500,60970,120085,337358,341915,2383787 +2021-05-03,17451.0,12096.0,18480.0,75901.0,52766.0,631365.0,94500,60970,120085,337358,341915,2383787 +2021-05-04,17500.0,12145.0,18557.0,76174.0,53032.0,633465.0,94500,60970,120085,337358,341915,2383787 +2021-05-05,17612.0,12222.0,18690.0,76629.0,53606.0,637791.0,94500,60970,120085,337358,341915,2383787 +2021-05-06,17703.0,12285.0,18865.0,77224.0,54033.0,641571.0,94500,60970,120085,337358,341915,2383787 +2021-05-07,17787.0,12376.0,19089.0,77889.0,54572.0,646275.0,94500,60970,120085,337358,341915,2383787 +2021-05-08,17857.0,12439.0,19243.0,78323.0,55069.0,650860.0,94500,60970,120085,337358,341915,2383787 +2021-05-09,17913.0,12488.0,19320.0,78596.0,55398.0,653506.0,94500,60970,120085,337358,341915,2383787 +2021-05-10,17955.0,12523.0,19411.0,78981.0,55692.0,655928.0,94500,60970,120085,337358,341915,2383787 +2021-05-11,18081.0,12649.0,19621.0,79814.0,56378.0,662165.0,94500,60970,120085,337358,341915,2383787 +2021-05-12,18361.0,12999.0,20363.0,81557.0,58905.0,684446.0,94500,60970,120085,337358,341915,2383787 +2021-05-13,18774.0,13419.0,21049.0,83566.0,61803.0,709443.0,94500,60970,120085,337358,341915,2383787 +2021-05-14,19229.0,13846.0,22036.0,86268.0,64806.0,735448.0,94500,60970,120085,337358,341915,2383787 +2021-05-15,19712.0,14280.0,23030.0,89124.0,68516.0,765744.0,94500,60970,120085,337358,341915,2383787 +2021-05-16,19964.0,14532.0,23597.0,90510.0,70427.0,780920.0,94500,60970,120085,337358,341915,2383787 +2021-05-17,20146.0,14728.0,24059.0,91644.0,71687.0,791014.0,94500,60970,120085,337358,341915,2383787 +2021-05-18,20489.0,15113.0,24948.0,94087.0,74837.0,816865.0,94500,60970,120085,337358,341915,2383787 +2021-05-19,21203.0,15841.0,26537.0,98840.0,80822.0,863261.0,94500,60970,120085,337358,341915,2383787 +2021-05-20,21903.0,16590.0,28028.0,103348.0,86254.0,907823.0,94500,60970,120085,337358,341915,2383787 +2021-05-21,22596.0,17192.0,29274.0,107205.0,90671.0,941969.0,94500,60970,120085,337358,341915,2383787 +2021-05-22,23177.0,17759.0,30562.0,110663.0,95011.0,973413.0,94500,60970,120085,337358,341915,2383787 +2021-05-23,23485.0,18130.0,31430.0,113204.0,97895.0,993832.0,94500,60970,120085,337358,341915,2383787 +2021-05-24,23814.0,18508.0,32235.0,115297.0,100695.0,1014188.0,94500,60970,120085,337358,341915,2383787 +2021-05-25,24353.0,19026.0,33383.0,118734.0,104888.0,1047102.0,94500,60970,120085,337358,341915,2383787 +2021-05-26,25116.0,19789.0,34937.0,123424.0,110810.0,1091874.0,94500,60970,120085,337358,341915,2383787 +2021-05-27,25998.0,20629.0,36680.0,128394.0,117047.0,1138788.0,94500,60970,120085,337358,341915,2383787 +2021-05-28,26768.0,21301.0,38108.0,132657.0,122486.0,1175020.0,94500,60970,120085,337358,341915,2383787 +2021-05-29,27426.0,21875.0,39389.0,137578.0,126749.0,1203874.0,94500,60970,120085,337358,341915,2383787 +2021-05-30,27923.0,22316.0,40446.0,141064.0,130144.0,1225462.0,94500,60970,120085,337358,341915,2383787 +2021-05-31,28217.0,22638.0,41244.0,143262.0,132230.0,1238706.0,94500,60970,120085,337358,341915,2383787 +2021-06-01,28553.0,22960.0,41930.0,145215.0,134631.0,1253952.0,94500,60970,120085,337358,341915,2383787 +2021-06-02,29057.0,23471.0,43008.0,148309.0,138516.0,1279320.0,94500,60970,120085,337358,341915,2383787 +2021-06-03,29638.0,24010.0,44086.0,151662.0,142520.0,1306032.0,94500,60970,120085,337358,341915,2383787 +2021-06-04,30205.0,24507.0,45108.0,154854.0,146461.0,1331813.0,94500,60970,120085,337358,341915,2383787 +2021-06-05,30828.0,25081.0,46319.0,159152.0,150976.0,1360814.0,94500,60970,120085,337358,341915,2383787 +2021-06-06,31248.0,25480.0,47103.0,161693.0,153755.0,1378188.0,94500,60970,120085,337358,341915,2383787 +2021-06-07,31689.0,25809.0,47950.0,164101.0,156401.0,1394526.0,94500,60970,120085,337358,341915,2383787 +2021-06-08,32172.0,26159.0,48678.0,166404.0,158984.0,1410724.0,94500,60970,120085,337358,341915,2383787 +2021-06-09,32753.0,26593.0,49469.0,169127.0,161896.0,1428042.0,94500,60970,120085,337358,341915,2383787 +2021-06-10,33257.0,27027.0,50211.0,171787.0,164983.0,1446130.0,94500,60970,120085,337358,341915,2383787 +2021-06-11,33873.0,27419.0,50925.0,174265.0,168231.0,1465296.0,94500,60970,120085,337358,341915,2383787 +2021-06-12,34468.0,27804.0,51758.0,176967.0,171864.0,1485106.0,94500,60970,120085,337358,341915,2383787 +2021-06-13,34790.0,28091.0,52339.0,178745.0,173845.0,1495830.0,94500,60970,120085,337358,341915,2383787 +2021-06-14,35021.0,28273.0,52773.0,180110.0,175462.0,1504650.0,94500,60970,120085,337358,341915,2383787 +2021-06-15,35364.0,28497.0,53242.0,181720.0,177163.0,1514779.0,94500,60970,120085,337358,341915,2383787 +2021-06-16,35700.0,28735.0,53711.0,183239.0,178892.0,1524684.0,94500,60970,120085,337358,341915,2383787 +2021-06-17,36106.0,28994.0,54187.0,184996.0,180873.0,1535723.0,94500,60970,120085,337358,341915,2383787 +2021-06-18,36519.0,29218.0,54670.0,186746.0,182602.0,1545628.0,94500,60970,120085,337358,341915,2383787 +2021-06-19,36911.0,29463.0,55188.0,188860.0,184513.0,1556849.0,94500,60970,120085,337358,341915,2383787 +2021-06-20,37121.0,29589.0,55454.0,189819.0,185479.0,1562120.0,94500,60970,120085,337358,341915,2383787 +2021-06-21,37275.0,29694.0,55671.0,190533.0,186284.0,1566796.0,94500,60970,120085,337358,341915,2383787 +2021-06-22,37541.0,29820.0,55923.0,191450.0,187159.0,1572312.0,94500,60970,120085,337358,341915,2383787 +2021-06-23,37793.0,29981.0,56210.0,192458.0,188153.0,1578570.0,94500,60970,120085,337358,341915,2383787 +2021-06-24,38087.0,30121.0,56504.0,193522.0,189161.0,1584653.0,94500,60970,120085,337358,341915,2383787 +2021-06-25,38374.0,30275.0,56770.0,194523.0,190218.0,1590722.0,94500,60970,120085,337358,341915,2383787 +2021-06-26,38787.0,30443.0,57127.0,195832.0,191597.0,1598352.0,94500,60970,120085,337358,341915,2383787 +2021-06-27,38990.0,30569.0,57358.0,196567.0,192430.0,1602314.0,94500,60970,120085,337358,341915,2383787 +2021-06-28,39151.0,30639.0,57554.0,197106.0,192906.0,1605107.0,94500,60970,120085,337358,341915,2383787 +2021-06-29,39361.0,30765.0,57778.0,197806.0,193522.0,1608649.0,94500,60970,120085,337358,341915,2383787 +2021-06-30,39557.0,30877.0,58002.0,198576.0,194257.0,1613080.0,94500,60970,120085,337358,341915,2383787 +2021-07-01,39781.0,31010.0,58240.0,199276.0,194950.0,1617420.0,94500,60970,120085,337358,341915,2383787 +2021-07-02,39991.0,31129.0,58436.0,199941.0,195538.0,1621109.0,94500,60970,120085,337358,341915,2383787 +2021-07-03,40243.0,31262.0,58681.0,200739.0,196329.0,1625582.0,94500,60970,120085,337358,341915,2383787 +2021-07-04,40397.0,31318.0,58828.0,201187.0,196742.0,1627731.0,94500,60970,120085,337358,341915,2383787 +2021-07-05,40558.0,31388.0,58968.0,201600.0,197099.0,1629726.0,94500,60970,120085,337358,341915,2383787 +2021-07-06,40677.0,31472.0,59136.0,202097.0,197540.0,1632435.0,94500,60970,120085,337358,341915,2383787 +2021-07-07,40866.0,31570.0,59311.0,202664.0,198051.0,1635767.0,94500,60970,120085,337358,341915,2383787 +2021-07-08,41055.0,31668.0,59493.0,203245.0,198590.0,1639113.0,94500,60970,120085,337358,341915,2383787 +2021-07-09,41293.0,31766.0,59689.0,203882.0,199129.0,1642508.0,94500,60970,120085,337358,341915,2383787 +2021-07-10,41517.0,31857.0,59920.0,204603.0,199766.0,1646421.0,94500,60970,120085,337358,341915,2383787 +2021-07-11,41615.0,31913.0,60025.0,204967.0,200046.0,1648220.0,94500,60970,120085,337358,341915,2383787 +2021-07-12,41727.0,31969.0,60144.0,205324.0,200340.0,1649858.0,94500,60970,120085,337358,341915,2383787 +2021-07-13,41839.0,32046.0,60270.0,205688.0,200676.0,1651993.0,94500,60970,120085,337358,341915,2383787 +2021-07-14,41986.0,32137.0,60424.0,206192.0,201061.0,1654625.0,94500,60970,120085,337358,341915,2383787 +2021-07-15,42133.0,32242.0,60599.0,206668.0,201509.0,1657502.0,94500,60970,120085,337358,341915,2383787 +2021-07-16,42308.0,32347.0,60760.0,207193.0,201992.0,1660610.0,94500,60970,120085,337358,341915,2383787 +2021-07-17,42497.0,32431.0,60942.0,207830.0,202580.0,1664229.0,94500,60970,120085,337358,341915,2383787 +2021-07-18,42588.0,32487.0,61047.0,208152.0,202853.0,1666021.0,94500,60970,120085,337358,341915,2383787 +2021-07-19,42672.0,32564.0,61152.0,208397.0,203119.0,1667820.0,94500,60970,120085,337358,341915,2383787 +2021-07-20,42763.0,32613.0,61236.0,208607.0,203462.0,1669731.0,94500,60970,120085,337358,341915,2383787 +2021-07-21,42889.0,32676.0,61348.0,208880.0,203784.0,1671943.0,94500,60970,120085,337358,341915,2383787 +2021-07-22,43008.0,32739.0,61453.0,209251.0,204134.0,1674015.0,94500,60970,120085,337358,341915,2383787 +2021-07-23,43127.0,32795.0,61579.0,209587.0,204470.0,1676129.0,94500,60970,120085,337358,341915,2383787 +2021-07-24,43253.0,32851.0,61719.0,209979.0,204869.0,1678600.0,94500,60970,120085,337358,341915,2383787 +2021-07-25,43337.0,32893.0,61803.0,210238.0,205079.0,1679951.0,94500,60970,120085,337358,341915,2383787 +2021-07-26,43414.0,32935.0,61873.0,210532.0,205275.0,1681239.0,94500,60970,120085,337358,341915,2383787 +2021-07-27,43533.0,32991.0,61971.0,210833.0,205520.0,1682709.0,94500,60970,120085,337358,341915,2383787 +2021-07-28,43638.0,33047.0,62069.0,211134.0,205793.0,1684522.0,94500,60970,120085,337358,341915,2383787 +2021-07-29,43750.0,33117.0,62160.0,211428.0,206059.0,1686174.0,94500,60970,120085,337358,341915,2383787 +2021-07-30,43855.0,33173.0,62279.0,211736.0,206290.0,1687805.0,94500,60970,120085,337358,341915,2383787 +2021-07-31,43974.0,33229.0,62405.0,212142.0,206598.0,1689884.0,94500,60970,120085,337358,341915,2383787 +2021-08-01,44030.0,33264.0,62475.0,212359.0,206773.0,1691074.0,94500,60970,120085,337358,341915,2383787 +2021-08-02,44114.0,33306.0,62559.0,212597.0,206948.0,1692229.0,94500,60970,120085,337358,341915,2383787 +2021-08-03,44205.0,33348.0,62664.0,212877.0,207179.0,1693475.0,94500,60970,120085,337358,341915,2383787 +2021-08-04,44303.0,33383.0,62769.0,213150.0,207368.0,1695050.0,94500,60970,120085,337358,341915,2383787 +2021-08-05,44415.0,33439.0,62846.0,213437.0,207599.0,1696499.0,94500,60970,120085,337358,341915,2383787 +2021-08-06,44541.0,33488.0,62944.0,213759.0,207809.0,1697997.0,94500,60970,120085,337358,341915,2383787 +2021-08-07,44653.0,33544.0,63042.0,214165.0,208089.0,1699866.0,94500,60970,120085,337358,341915,2383787 +2021-08-08,44716.0,33572.0,63091.0,214368.0,208229.0,1700846.0,94500,60970,120085,337358,341915,2383787 +2021-08-09,44814.0,33614.0,63154.0,214620.0,208383.0,1701924.0,94500,60970,120085,337358,341915,2383787 +2021-08-10,44905.0,33656.0,63231.0,214907.0,208558.0,1703142.0,94500,60970,120085,337358,341915,2383787 +2021-08-11,45010.0,33698.0,63301.0,215215.0,208747.0,1704514.0,94500,60970,120085,337358,341915,2383787 +2021-08-12,45122.0,33740.0,63392.0,215502.0,208922.0,1705907.0,94500,60970,120085,337358,341915,2383787 +2021-08-13,45234.0,33782.0,63476.0,215796.0,209118.0,1707090.0,94500,60970,120085,337358,341915,2383787 +2021-08-14,45360.0,33838.0,63560.0,216090.0,209349.0,1708490.0,94500,60970,120085,337358,341915,2383787 +2021-08-15,45416.0,33859.0,63602.0,216265.0,209461.0,1709267.0,94500,60970,120085,337358,341915,2383787 +2021-08-16,45493.0,33887.0,63679.0,216461.0,209594.0,1710100.0,94500,60970,120085,337358,341915,2383787 +2021-08-17,45577.0,33922.0,63742.0,216664.0,209762.0,1711052.0,94500,60970,120085,337358,341915,2383787 +2021-08-18,45696.0,33978.0,63812.0,216895.0,209902.0,1712123.0,94500,60970,120085,337358,341915,2383787 +2021-08-19,45794.0,34006.0,63882.0,217133.0,210049.0,1713201.0,94500,60970,120085,337358,341915,2383787 +2021-08-20,45927.0,34048.0,63966.0,217392.0,210217.0,1714356.0,94500,60970,120085,337358,341915,2383787 +2021-08-21,46018.0,34097.0,64043.0,217686.0,210406.0,1715616.0,94500,60970,120085,337358,341915,2383787 +2021-08-22,46067.0,34118.0,64092.0,217833.0,210497.0,1716295.0,94500,60970,120085,337358,341915,2383787 +2021-08-23,46130.0,34153.0,64134.0,218022.0,210609.0,1717023.0,94500,60970,120085,337358,341915,2383787 +2021-08-24,46235.0,34188.0,64197.0,218253.0,210749.0,1718052.0,94500,60970,120085,337358,341915,2383787 +2021-08-25,46340.0,34216.0,64260.0,218477.0,210889.0,1719074.0,94500,60970,120085,337358,341915,2383787 +2021-08-26,46424.0,34251.0,64337.0,218708.0,211029.0,1720103.0,94500,60970,120085,337358,341915,2383787 +2021-08-27,46515.0,34279.0,64393.0,218939.0,211176.0,1721104.0,94500,60970,120085,337358,341915,2383787 +2021-08-28,46599.0,34328.0,64442.0,219184.0,211337.0,1722119.0,94500,60970,120085,337358,341915,2383787 +2021-08-29,46634.0,34349.0,64484.0,219303.0,211442.0,1722658.0,94500,60970,120085,337358,341915,2383787 +2021-08-30,46676.0,34370.0,64519.0,219408.0,211491.0,1723092.0,94500,60970,120085,337358,341915,2383787 +2021-08-31,46760.0,34405.0,64589.0,219583.0,211603.0,1723841.0,94500,60970,120085,337358,341915,2383787 +2021-09-01,46823.0,34433.0,64631.0,219779.0,211729.0,1724597.0,94500,60970,120085,337358,341915,2383787 diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 30-39 population by imd categories_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 30-39 population by imd categories_tpp.csv index ad66318..1734929 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 30-39 population by imd categories_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 30-39 population by imd categories_tpp.csv @@ -1,261 +1,274 @@ covid_vacc_date,1 Most deprived,2,3,4,5 Least deprived,Unknown,1 Most deprived_total,2_total,3_total,4_total,5 Least deprived_total,Unknown_total -2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,748237,716968,682010,589750,479780,119511 -2020-12-02,0.0,0.0,0.0,0.0,0.0,0.0,748237,716968,682010,589750,479780,119511 -2020-12-03,0.0,0.0,0.0,0.0,0.0,0.0,748237,716968,682010,589750,479780,119511 -2020-12-06,0.0,0.0,0.0,0.0,0.0,0.0,748237,716968,682010,589750,479780,119511 -2020-12-07,0.0,0.0,0.0,0.0,0.0,0.0,748237,716968,682010,589750,479780,119511 -2020-12-08,49.0,49.0,35.0,49.0,49.0,21.0,748237,716968,682010,589750,479780,119511 -2020-12-09,126.0,147.0,126.0,126.0,147.0,35.0,748237,716968,682010,589750,479780,119511 -2020-12-10,210.0,238.0,238.0,224.0,252.0,49.0,748237,716968,682010,589750,479780,119511 -2020-12-11,294.0,357.0,343.0,336.0,336.0,63.0,748237,716968,682010,589750,479780,119511 -2020-12-12,364.0,455.0,469.0,469.0,462.0,98.0,748237,716968,682010,589750,479780,119511 -2020-12-13,427.0,518.0,546.0,553.0,539.0,126.0,748237,716968,682010,589750,479780,119511 -2020-12-14,532.0,644.0,672.0,665.0,644.0,161.0,748237,716968,682010,589750,479780,119511 -2020-12-15,665.0,819.0,868.0,833.0,798.0,196.0,748237,716968,682010,589750,479780,119511 -2020-12-16,868.0,1001.0,1057.0,1057.0,994.0,238.0,748237,716968,682010,589750,479780,119511 -2020-12-17,1078.0,1225.0,1288.0,1330.0,1239.0,280.0,748237,716968,682010,589750,479780,119511 -2020-12-18,1288.0,1463.0,1526.0,1575.0,1456.0,336.0,748237,716968,682010,589750,479780,119511 -2020-12-19,1421.0,1666.0,1729.0,1778.0,1673.0,385.0,748237,716968,682010,589750,479780,119511 -2020-12-20,1666.0,1918.0,1988.0,2030.0,1960.0,448.0,748237,716968,682010,589750,479780,119511 -2020-12-21,1967.0,2219.0,2345.0,2373.0,2289.0,511.0,748237,716968,682010,589750,479780,119511 -2020-12-22,2198.0,2548.0,2653.0,2730.0,2625.0,588.0,748237,716968,682010,589750,479780,119511 -2020-12-23,2527.0,2940.0,3045.0,3157.0,3031.0,672.0,748237,716968,682010,589750,479780,119511 -2020-12-24,2660.0,3129.0,3255.0,3409.0,3290.0,721.0,748237,716968,682010,589750,479780,119511 -2020-12-25,2660.0,3136.0,3262.0,3409.0,3290.0,728.0,748237,716968,682010,589750,479780,119511 -2020-12-26,2674.0,3157.0,3269.0,3423.0,3297.0,728.0,748237,716968,682010,589750,479780,119511 -2020-12-27,2737.0,3220.0,3353.0,3507.0,3374.0,742.0,748237,716968,682010,589750,479780,119511 -2020-12-28,2842.0,3353.0,3500.0,3626.0,3500.0,777.0,748237,716968,682010,589750,479780,119511 -2020-12-29,3094.0,3689.0,3829.0,3962.0,3780.0,854.0,748237,716968,682010,589750,479780,119511 -2020-12-30,3689.0,4403.0,4501.0,4683.0,4354.0,994.0,748237,716968,682010,589750,479780,119511 -2020-12-31,4305.0,5054.0,5152.0,5355.0,4914.0,1148.0,748237,716968,682010,589750,479780,119511 -2021-01-01,4452.0,5243.0,5369.0,5579.0,5075.0,1190.0,748237,716968,682010,589750,479780,119511 -2021-01-02,4662.0,5474.0,5635.0,5831.0,5320.0,1239.0,748237,716968,682010,589750,479780,119511 -2021-01-03,4830.0,5684.0,5838.0,6041.0,5516.0,1288.0,748237,716968,682010,589750,479780,119511 -2021-01-04,5124.0,6041.0,6202.0,6377.0,5838.0,1358.0,748237,716968,682010,589750,479780,119511 -2021-01-05,5600.0,6657.0,6923.0,7063.0,6433.0,1505.0,748237,716968,682010,589750,479780,119511 -2021-01-06,6230.0,7546.0,7924.0,8001.0,7224.0,1715.0,748237,716968,682010,589750,479780,119511 -2021-01-07,7161.0,8722.0,9282.0,9261.0,8386.0,2016.0,748237,716968,682010,589750,479780,119511 -2021-01-08,8197.0,10052.0,10647.0,10661.0,9569.0,2310.0,748237,716968,682010,589750,479780,119511 -2021-01-09,9114.0,11179.0,11900.0,11844.0,10752.0,2562.0,748237,716968,682010,589750,479780,119511 -2021-01-10,9667.0,11921.0,12726.0,12719.0,11578.0,2744.0,748237,716968,682010,589750,479780,119511 -2021-01-11,10521.0,13069.0,13909.0,13839.0,12691.0,2996.0,748237,716968,682010,589750,479780,119511 -2021-01-12,11634.0,14434.0,15344.0,15260.0,13965.0,3304.0,748237,716968,682010,589750,479780,119511 -2021-01-13,12908.0,15953.0,17024.0,16800.0,15246.0,3626.0,748237,716968,682010,589750,479780,119511 -2021-01-14,14322.0,17591.0,18725.0,18410.0,16716.0,3969.0,748237,716968,682010,589750,479780,119511 -2021-01-15,15841.0,19334.0,20664.0,20272.0,18347.0,4354.0,748237,716968,682010,589750,479780,119511 -2021-01-16,17178.0,20832.0,22372.0,21924.0,19859.0,4732.0,748237,716968,682010,589750,479780,119511 -2021-01-17,18102.0,21868.0,23632.0,23142.0,21007.0,4984.0,748237,716968,682010,589750,479780,119511 -2021-01-18,19334.0,23128.0,25039.0,24549.0,22148.0,5250.0,748237,716968,682010,589750,479780,119511 -2021-01-19,20699.0,24584.0,26544.0,26075.0,23457.0,5565.0,748237,716968,682010,589750,479780,119511 -2021-01-20,22176.0,26278.0,28343.0,27685.0,24885.0,5873.0,748237,716968,682010,589750,479780,119511 -2021-01-21,23828.0,27916.0,30107.0,29323.0,26292.0,6244.0,748237,716968,682010,589750,479780,119511 -2021-01-22,25655.0,29778.0,32060.0,31157.0,27776.0,6636.0,748237,716968,682010,589750,479780,119511 -2021-01-23,27048.0,31206.0,33754.0,32753.0,29155.0,6944.0,748237,716968,682010,589750,479780,119511 -2021-01-24,27916.0,32172.0,34797.0,33670.0,29960.0,7112.0,748237,716968,682010,589750,479780,119511 -2021-01-25,28882.0,33348.0,35973.0,34748.0,30835.0,7371.0,748237,716968,682010,589750,479780,119511 -2021-01-26,30065.0,34664.0,37296.0,35987.0,31878.0,7644.0,748237,716968,682010,589750,479780,119511 -2021-01-27,31164.0,35861.0,38577.0,37128.0,32816.0,7903.0,748237,716968,682010,589750,479780,119511 -2021-01-28,32333.0,37205.0,39844.0,38360.0,33733.0,8148.0,748237,716968,682010,589750,479780,119511 -2021-01-29,33572.0,38577.0,41335.0,39620.0,34790.0,8435.0,748237,716968,682010,589750,479780,119511 -2021-01-30,34615.0,39683.0,42504.0,40593.0,35686.0,8666.0,748237,716968,682010,589750,479780,119511 -2021-01-31,35371.0,40502.0,43330.0,41412.0,36372.0,8848.0,748237,716968,682010,589750,479780,119511 -2021-02-01,36127.0,41209.0,44163.0,42140.0,36946.0,8995.0,748237,716968,682010,589750,479780,119511 -2021-02-02,36918.0,42049.0,45024.0,42931.0,37597.0,9142.0,748237,716968,682010,589750,479780,119511 -2021-02-03,37751.0,42973.0,45990.0,43806.0,38346.0,9317.0,748237,716968,682010,589750,479780,119511 -2021-02-04,38696.0,43988.0,47012.0,44730.0,39109.0,9499.0,748237,716968,682010,589750,479780,119511 -2021-02-05,39620.0,44961.0,47985.0,45591.0,39865.0,9667.0,748237,716968,682010,589750,479780,119511 -2021-02-06,40383.0,45780.0,48846.0,46368.0,40565.0,9835.0,748237,716968,682010,589750,479780,119511 -2021-02-07,40831.0,46319.0,49357.0,46851.0,40971.0,9940.0,748237,716968,682010,589750,479780,119511 -2021-02-08,41349.0,46858.0,49854.0,47362.0,41398.0,10031.0,748237,716968,682010,589750,479780,119511 -2021-02-09,41972.0,47537.0,50491.0,47971.0,41888.0,10185.0,748237,716968,682010,589750,479780,119511 -2021-02-10,42644.0,48328.0,51240.0,48650.0,42455.0,10325.0,748237,716968,682010,589750,479780,119511 -2021-02-11,43540.0,49210.0,52171.0,49413.0,43127.0,10472.0,748237,716968,682010,589750,479780,119511 -2021-02-12,44506.0,50176.0,53242.0,50484.0,43904.0,10668.0,748237,716968,682010,589750,479780,119511 -2021-02-13,45514.0,51261.0,54439.0,51583.0,44807.0,10885.0,748237,716968,682010,589750,479780,119511 -2021-02-14,46102.0,51898.0,55118.0,52178.0,45332.0,11011.0,748237,716968,682010,589750,479780,119511 -2021-02-15,46837.0,52626.0,55881.0,52878.0,45906.0,11158.0,748237,716968,682010,589750,479780,119511 -2021-02-16,48062.0,53872.0,57120.0,53886.0,46732.0,11389.0,748237,716968,682010,589750,479780,119511 -2021-02-17,50127.0,55769.0,58982.0,55391.0,47943.0,11732.0,748237,716968,682010,589750,479780,119511 -2021-02-18,52199.0,57652.0,60830.0,57127.0,49161.0,12096.0,748237,716968,682010,589750,479780,119511 -2021-02-19,53984.0,59395.0,62608.0,58723.0,50365.0,12390.0,748237,716968,682010,589750,479780,119511 -2021-02-20,55699.0,60998.0,64365.0,60298.0,51828.0,12705.0,748237,716968,682010,589750,479780,119511 -2021-02-21,56497.0,61719.0,65226.0,60984.0,52444.0,12824.0,748237,716968,682010,589750,479780,119511 -2021-02-22,57638.0,62573.0,66122.0,61747.0,53109.0,13006.0,748237,716968,682010,589750,479780,119511 -2021-02-23,59654.0,64442.0,67907.0,63252.0,54453.0,13349.0,748237,716968,682010,589750,479780,119511 -2021-02-24,62531.0,67025.0,70350.0,65415.0,56196.0,13776.0,748237,716968,682010,589750,479780,119511 -2021-02-25,65457.0,69671.0,73136.0,68075.0,58261.0,14287.0,748237,716968,682010,589750,479780,119511 -2021-02-26,68614.0,72618.0,76076.0,70868.0,60445.0,14833.0,748237,716968,682010,589750,479780,119511 -2021-02-27,71575.0,75166.0,78505.0,72996.0,62356.0,15309.0,748237,716968,682010,589750,479780,119511 -2021-02-28,72919.0,76503.0,79625.0,73850.0,63084.0,15491.0,748237,716968,682010,589750,479780,119511 -2021-03-01,74312.0,77574.0,80563.0,74557.0,63644.0,15659.0,748237,716968,682010,589750,479780,119511 -2021-03-02,75656.0,78708.0,81564.0,75355.0,64309.0,15813.0,748237,716968,682010,589750,479780,119511 -2021-03-03,77777.0,80626.0,83398.0,76853.0,65387.0,16184.0,748237,716968,682010,589750,479780,119511 -2021-03-04,80297.0,82824.0,85750.0,78883.0,67214.0,16730.0,748237,716968,682010,589750,479780,119511 -2021-03-05,83132.0,85358.0,88368.0,81207.0,69020.0,17185.0,748237,716968,682010,589750,479780,119511 -2021-03-06,86310.0,87983.0,91238.0,83727.0,71330.0,17661.0,748237,716968,682010,589750,479780,119511 -2021-03-07,87381.0,88816.0,92043.0,84371.0,71876.0,17801.0,748237,716968,682010,589750,479780,119511 -2021-03-08,88669.0,89712.0,92890.0,85113.0,72429.0,17934.0,748237,716968,682010,589750,479780,119511 -2021-03-09,89992.0,90748.0,93856.0,85890.0,73101.0,18130.0,748237,716968,682010,589750,479780,119511 -2021-03-10,91511.0,92064.0,95158.0,87045.0,74179.0,18375.0,748237,716968,682010,589750,479780,119511 -2021-03-11,92827.0,93254.0,96201.0,88039.0,74921.0,18564.0,748237,716968,682010,589750,479780,119511 -2021-03-12,95333.0,95410.0,98427.0,89922.0,76517.0,19033.0,748237,716968,682010,589750,479780,119511 -2021-03-13,98420.0,98504.0,101605.0,92554.0,78764.0,19600.0,748237,716968,682010,589750,479780,119511 -2021-03-14,99995.0,99967.0,102858.0,93674.0,79842.0,19866.0,748237,716968,682010,589750,479780,119511 -2021-03-15,102032.0,101934.0,104580.0,95144.0,81165.0,20188.0,748237,716968,682010,589750,479780,119511 -2021-03-16,104510.0,104230.0,106617.0,96957.0,82691.0,20566.0,748237,716968,682010,589750,479780,119511 -2021-03-17,107163.0,106575.0,108787.0,98994.0,84315.0,20944.0,748237,716968,682010,589750,479780,119511 -2021-03-18,109851.0,109172.0,111104.0,101164.0,86058.0,21413.0,748237,716968,682010,589750,479780,119511 -2021-03-19,112875.0,112021.0,113827.0,103607.0,88039.0,21931.0,748237,716968,682010,589750,479780,119511 -2021-03-20,116403.0,115472.0,117425.0,106848.0,90867.0,22610.0,748237,716968,682010,589750,479780,119511 -2021-03-21,117999.0,117187.0,119231.0,108493.0,92295.0,22932.0,748237,716968,682010,589750,479780,119511 -2021-03-22,119847.0,118993.0,120911.0,110033.0,93555.0,23240.0,748237,716968,682010,589750,479780,119511 -2021-03-23,121772.0,121016.0,122836.0,111797.0,95004.0,23604.0,748237,716968,682010,589750,479780,119511 -2021-03-24,123816.0,123123.0,124971.0,113701.0,96495.0,23982.0,748237,716968,682010,589750,479780,119511 -2021-03-25,126406.0,125503.0,127281.0,115899.0,98280.0,24451.0,748237,716968,682010,589750,479780,119511 -2021-03-26,129332.0,128331.0,129934.0,118482.0,100373.0,24941.0,748237,716968,682010,589750,479780,119511 -2021-03-27,133154.0,132335.0,133560.0,121947.0,103369.0,25585.0,748237,716968,682010,589750,479780,119511 -2021-03-28,135520.0,134561.0,135646.0,123767.0,105077.0,25942.0,748237,716968,682010,589750,479780,119511 -2021-03-29,137389.0,136479.0,137354.0,125335.0,106428.0,26278.0,748237,716968,682010,589750,479780,119511 -2021-03-30,139412.0,138572.0,139209.0,127001.0,107905.0,26621.0,748237,716968,682010,589750,479780,119511 -2021-03-31,141568.0,140840.0,141379.0,128912.0,109522.0,27020.0,748237,716968,682010,589750,479780,119511 -2021-04-01,143080.0,142380.0,142821.0,130361.0,110663.0,27300.0,748237,716968,682010,589750,479780,119511 -2021-04-02,144298.0,143458.0,143934.0,131460.0,111916.0,27580.0,748237,716968,682010,589750,479780,119511 -2021-04-03,145390.0,144438.0,144956.0,132370.0,113099.0,27825.0,748237,716968,682010,589750,479780,119511 -2021-04-04,146090.0,144900.0,145404.0,132825.0,113589.0,27986.0,748237,716968,682010,589750,479780,119511 -2021-04-05,146349.0,145131.0,145586.0,133049.0,113743.0,28042.0,748237,716968,682010,589750,479780,119511 -2021-04-06,147070.0,145754.0,146055.0,133511.0,114065.0,28133.0,748237,716968,682010,589750,479780,119511 -2021-04-07,147973.0,146685.0,147014.0,134246.0,114534.0,28273.0,748237,716968,682010,589750,479780,119511 -2021-04-08,148771.0,147455.0,147693.0,134897.0,115206.0,28427.0,748237,716968,682010,589750,479780,119511 -2021-04-09,149926.0,148386.0,148533.0,135653.0,115969.0,28581.0,748237,716968,682010,589750,479780,119511 -2021-04-10,151046.0,149359.0,149506.0,136598.0,116907.0,28784.0,748237,716968,682010,589750,479780,119511 -2021-04-11,151683.0,149842.0,149982.0,137032.0,117362.0,28889.0,748237,716968,682010,589750,479780,119511 -2021-04-12,152159.0,150262.0,150297.0,137333.0,117607.0,28952.0,748237,716968,682010,589750,479780,119511 -2021-04-13,152754.0,150780.0,150717.0,137739.0,117922.0,29050.0,748237,716968,682010,589750,479780,119511 -2021-04-14,153342.0,151361.0,151263.0,138229.0,118349.0,29169.0,748237,716968,682010,589750,479780,119511 -2021-04-15,153881.0,151774.0,151669.0,138628.0,118678.0,29267.0,748237,716968,682010,589750,479780,119511 -2021-04-16,154413.0,152257.0,152124.0,139111.0,119105.0,29365.0,748237,716968,682010,589750,479780,119511 -2021-04-17,154924.0,152789.0,152705.0,139699.0,119644.0,29456.0,748237,716968,682010,589750,479780,119511 -2021-04-18,155883.0,153475.0,153503.0,140315.0,120498.0,29617.0,748237,716968,682010,589750,479780,119511 -2021-04-19,156135.0,153741.0,153748.0,140539.0,120722.0,29666.0,748237,716968,682010,589750,479780,119511 -2021-04-20,156520.0,154133.0,154126.0,140875.0,121002.0,29722.0,748237,716968,682010,589750,479780,119511 -2021-04-21,157234.0,154791.0,154567.0,141365.0,121415.0,29834.0,748237,716968,682010,589750,479780,119511 -2021-04-22,157808.0,155358.0,155204.0,141974.0,122017.0,29974.0,748237,716968,682010,589750,479780,119511 -2021-04-23,159530.0,156772.0,156317.0,142926.0,123242.0,30240.0,748237,716968,682010,589750,479780,119511 -2021-04-24,161077.0,157990.0,157507.0,143962.0,124754.0,30485.0,748237,716968,682010,589750,479780,119511 -2021-04-25,161756.0,158508.0,158088.0,144480.0,125209.0,30590.0,748237,716968,682010,589750,479780,119511 -2021-04-26,162169.0,158991.0,158704.0,144956.0,125489.0,30688.0,748237,716968,682010,589750,479780,119511 -2021-04-27,162785.0,159509.0,159215.0,145495.0,126224.0,30807.0,748237,716968,682010,589750,479780,119511 -2021-04-28,163639.0,160188.0,159901.0,146125.0,127001.0,30926.0,748237,716968,682010,589750,479780,119511 -2021-04-29,165473.0,161476.0,160895.0,147126.0,128009.0,31171.0,748237,716968,682010,589750,479780,119511 -2021-04-30,166509.0,162414.0,162064.0,148134.0,129038.0,31423.0,748237,716968,682010,589750,479780,119511 -2021-05-01,167433.0,163233.0,162918.0,149002.0,129647.0,31584.0,748237,716968,682010,589750,479780,119511 -2021-05-02,168084.0,163772.0,163401.0,149415.0,130046.0,31675.0,748237,716968,682010,589750,479780,119511 -2021-05-03,168364.0,164080.0,163716.0,149751.0,130382.0,31745.0,748237,716968,682010,589750,479780,119511 -2021-05-04,168875.0,164647.0,164269.0,150360.0,130851.0,31850.0,748237,716968,682010,589750,479780,119511 -2021-05-05,170093.0,165634.0,165487.0,151508.0,131789.0,32011.0,748237,716968,682010,589750,479780,119511 -2021-05-06,171094.0,166607.0,166418.0,152537.0,132657.0,32214.0,748237,716968,682010,589750,479780,119511 -2021-05-07,172074.0,167657.0,167629.0,153804.0,134120.0,32557.0,748237,716968,682010,589750,479780,119511 -2021-05-08,173033.0,168812.0,168882.0,155050.0,135086.0,32767.0,748237,716968,682010,589750,479780,119511 -2021-05-09,173838.0,169477.0,169498.0,155701.0,135639.0,32907.0,748237,716968,682010,589750,479780,119511 -2021-05-10,174426.0,170037.0,170086.0,156429.0,136332.0,33019.0,748237,716968,682010,589750,479780,119511 -2021-05-11,175945.0,171710.0,171675.0,158263.0,137620.0,33348.0,748237,716968,682010,589750,479780,119511 -2021-05-12,180432.0,176750.0,177443.0,164073.0,143066.0,34552.0,748237,716968,682010,589750,479780,119511 -2021-05-13,185766.0,182826.0,183946.0,170107.0,149240.0,35861.0,748237,716968,682010,589750,479780,119511 -2021-05-14,192066.0,189378.0,190344.0,177037.0,155302.0,37226.0,748237,716968,682010,589750,479780,119511 -2021-05-15,198646.0,196728.0,197533.0,184919.0,163527.0,38745.0,748237,716968,682010,589750,479780,119511 -2021-05-16,201663.0,200382.0,201558.0,188650.0,167881.0,39501.0,748237,716968,682010,589750,479780,119511 -2021-05-17,203903.0,202790.0,204169.0,191534.0,170541.0,40012.0,748237,716968,682010,589750,479780,119511 -2021-05-18,208572.0,208810.0,211155.0,198912.0,177254.0,41356.0,748237,716968,682010,589750,479780,119511 -2021-05-19,217840.0,219842.0,223902.0,211610.0,189266.0,43750.0,748237,716968,682010,589750,479780,119511 -2021-05-20,227178.0,230538.0,236068.0,223706.0,200263.0,45941.0,748237,716968,682010,589750,479780,119511 -2021-05-21,234094.0,238616.0,245931.0,232981.0,209223.0,47831.0,748237,716968,682010,589750,479780,119511 -2021-05-22,240856.0,247212.0,255325.0,241276.0,216097.0,49588.0,748237,716968,682010,589750,479780,119511 -2021-05-23,245763.0,253008.0,261212.0,246372.0,220717.0,50708.0,748237,716968,682010,589750,479780,119511 -2021-05-24,249809.0,258055.0,266980.0,252035.0,225988.0,51688.0,748237,716968,682010,589750,479780,119511 -2021-05-25,256011.0,265825.0,276164.0,261387.0,234360.0,53592.0,748237,716968,682010,589750,479780,119511 -2021-05-26,265153.0,277550.0,288386.0,273308.0,245315.0,56105.0,748237,716968,682010,589750,479780,119511 -2021-05-27,275464.0,289597.0,301567.0,285964.0,256207.0,58653.0,748237,716968,682010,589750,479780,119511 -2021-05-28,283885.0,299082.0,312053.0,295631.0,264943.0,60711.0,748237,716968,682010,589750,479780,119511 -2021-05-29,291396.0,307496.0,320474.0,303478.0,271551.0,62496.0,748237,716968,682010,589750,479780,119511 -2021-05-30,296863.0,314167.0,326816.0,309344.0,276402.0,63791.0,748237,716968,682010,589750,479780,119511 -2021-05-31,300006.0,318255.0,331051.0,313019.0,279363.0,64631.0,748237,716968,682010,589750,479780,119511 -2021-06-01,302988.0,322497.0,335678.0,317247.0,283185.0,65688.0,748237,716968,682010,589750,479780,119511 -2021-06-02,308168.0,329308.0,343364.0,324128.0,289429.0,67333.0,748237,716968,682010,589750,479780,119511 -2021-06-03,314335.0,336497.0,351330.0,331394.0,295505.0,68957.0,748237,716968,682010,589750,479780,119511 -2021-06-04,320481.0,343287.0,359086.0,337981.0,301602.0,70595.0,748237,716968,682010,589750,479780,119511 -2021-06-05,328426.0,351274.0,367864.0,345555.0,307699.0,72450.0,748237,716968,682010,589750,479780,119511 -2021-06-06,332913.0,356615.0,372918.0,350182.0,311458.0,73493.0,748237,716968,682010,589750,479780,119511 -2021-06-07,337400.0,361277.0,377727.0,354788.0,314881.0,74529.0,748237,716968,682010,589750,479780,119511 -2021-06-08,341572.0,365771.0,382487.0,359317.0,318591.0,75516.0,748237,716968,682010,589750,479780,119511 -2021-06-09,346185.0,370741.0,387716.0,364133.0,322651.0,76580.0,748237,716968,682010,589750,479780,119511 -2021-06-10,350945.0,376068.0,392973.0,369159.0,326753.0,77630.0,748237,716968,682010,589750,479780,119511 -2021-06-11,355649.0,381500.0,398762.0,374395.0,331079.0,78778.0,748237,716968,682010,589750,479780,119511 -2021-06-12,360899.0,387408.0,405027.0,379575.0,335342.0,79863.0,748237,716968,682010,589750,479780,119511 -2021-06-13,364105.0,390894.0,408310.0,382375.0,337666.0,80465.0,748237,716968,682010,589750,479780,119511 -2021-06-14,366562.0,393603.0,411068.0,384720.0,339514.0,81011.0,748237,716968,682010,589750,479780,119511 -2021-06-15,369404.0,396648.0,414099.0,387653.0,341579.0,81571.0,748237,716968,682010,589750,479780,119511 -2021-06-16,372232.0,399700.0,417060.0,390432.0,343623.0,82117.0,748237,716968,682010,589750,479780,119511 -2021-06-17,375704.0,402934.0,420357.0,393316.0,345954.0,82810.0,748237,716968,682010,589750,479780,119511 -2021-06-18,378770.0,406154.0,423500.0,395801.0,348019.0,83328.0,748237,716968,682010,589750,479780,119511 -2021-06-19,382256.0,409766.0,426986.0,398790.0,350203.0,83951.0,748237,716968,682010,589750,479780,119511 -2021-06-20,384090.0,411509.0,428617.0,400099.0,351218.0,84217.0,748237,716968,682010,589750,479780,119511 -2021-06-21,385455.0,412916.0,430080.0,401345.0,352170.0,84462.0,748237,716968,682010,589750,479780,119511 -2021-06-22,387282.0,414526.0,431795.0,402682.0,353311.0,84777.0,748237,716968,682010,589750,479780,119511 -2021-06-23,389333.0,416486.0,433615.0,404257.0,354515.0,85120.0,748237,716968,682010,589750,479780,119511 -2021-06-24,391426.0,418418.0,435512.0,405748.0,355656.0,85449.0,748237,716968,682010,589750,479780,119511 -2021-06-25,393442.0,420364.0,437346.0,407260.0,356839.0,85785.0,748237,716968,682010,589750,479780,119511 -2021-06-26,396186.0,422772.0,439726.0,409199.0,358218.0,86191.0,748237,716968,682010,589750,479780,119511 -2021-06-27,397551.0,424179.0,440965.0,410249.0,358995.0,86422.0,748237,716968,682010,589750,479780,119511 -2021-06-28,398608.0,425152.0,441847.0,410949.0,359499.0,86555.0,748237,716968,682010,589750,479780,119511 -2021-06-29,399966.0,426300.0,443051.0,411859.0,360129.0,86723.0,748237,716968,682010,589750,479780,119511 -2021-06-30,401569.0,427693.0,444367.0,412958.0,360962.0,86940.0,748237,716968,682010,589750,479780,119511 -2021-07-01,403123.0,429121.0,445655.0,414001.0,361746.0,87164.0,748237,716968,682010,589750,479780,119511 -2021-07-02,404418.0,430367.0,446775.0,414904.0,362446.0,87353.0,748237,716968,682010,589750,479780,119511 -2021-07-03,405923.0,431970.0,448203.0,415961.0,363286.0,87619.0,748237,716968,682010,589750,479780,119511 -2021-07-04,406721.0,432761.0,448875.0,416528.0,363692.0,87745.0,748237,716968,682010,589750,479780,119511 -2021-07-05,407484.0,433454.0,449505.0,417067.0,364063.0,87864.0,748237,716968,682010,589750,479780,119511 -2021-07-06,408310.0,434371.0,450380.0,417781.0,364609.0,87997.0,748237,716968,682010,589750,479780,119511 -2021-07-07,409465.0,435456.0,451325.0,418649.0,365253.0,88179.0,748237,716968,682010,589750,479780,119511 -2021-07-08,410613.0,436569.0,452361.0,419496.0,365862.0,88354.0,748237,716968,682010,589750,479780,119511 -2021-07-09,411824.0,437675.0,453439.0,420371.0,366485.0,88564.0,748237,716968,682010,589750,479780,119511 -2021-07-10,413175.0,438970.0,454678.0,421372.0,367206.0,88781.0,748237,716968,682010,589750,479780,119511 -2021-07-11,413868.0,439607.0,455203.0,421806.0,367535.0,88865.0,748237,716968,682010,589750,479780,119511 -2021-07-12,414519.0,440188.0,455721.0,422219.0,367843.0,88956.0,748237,716968,682010,589750,479780,119511 -2021-07-13,415261.0,440923.0,456344.0,422807.0,368207.0,89075.0,748237,716968,682010,589750,479780,119511 -2021-07-14,416178.0,441756.0,457135.0,423500.0,368732.0,89208.0,748237,716968,682010,589750,479780,119511 -2021-07-15,417235.0,442701.0,457989.0,424200.0,369257.0,89362.0,748237,716968,682010,589750,479780,119511 -2021-07-16,418341.0,443730.0,458969.0,424893.0,369817.0,89551.0,748237,716968,682010,589750,479780,119511 -2021-07-17,419587.0,444850.0,460047.0,425803.0,370545.0,89761.0,748237,716968,682010,589750,479780,119511 -2021-07-18,420224.0,445389.0,460544.0,426265.0,370916.0,89880.0,748237,716968,682010,589750,479780,119511 -2021-07-19,420777.0,445949.0,461097.0,426734.0,371273.0,89971.0,748237,716968,682010,589750,479780,119511 -2021-07-20,421379.0,446530.0,461636.0,427224.0,371637.0,90062.0,748237,716968,682010,589750,479780,119511 -2021-07-21,422107.0,447216.0,462259.0,427756.0,372057.0,90188.0,748237,716968,682010,589750,479780,119511 -2021-07-22,422877.0,447853.0,462896.0,428288.0,372442.0,90321.0,748237,716968,682010,589750,479780,119511 -2021-07-23,423591.0,448574.0,463512.0,428771.0,372848.0,90468.0,748237,716968,682010,589750,479780,119511 -2021-07-24,424480.0,449365.0,464261.0,429345.0,373261.0,90629.0,748237,716968,682010,589750,479780,119511 -2021-07-25,424984.0,449869.0,464618.0,429667.0,373520.0,90706.0,748237,716968,682010,589750,479780,119511 -2021-07-26,425418.0,450296.0,465031.0,430003.0,373786.0,90797.0,748237,716968,682010,589750,479780,119511 -2021-07-27,425999.0,450793.0,465507.0,430381.0,374066.0,90874.0,748237,716968,682010,589750,479780,119511 -2021-07-28,426608.0,451381.0,466095.0,430836.0,374374.0,90965.0,748237,716968,682010,589750,479780,119511 -2021-07-29,427259.0,451976.0,466564.0,431214.0,374675.0,91056.0,748237,716968,682010,589750,479780,119511 -2021-07-30,427854.0,452515.0,467040.0,431641.0,374983.0,91154.0,748237,716968,682010,589750,479780,119511 -2021-07-31,428631.0,453194.0,467677.0,432159.0,375368.0,91245.0,748237,716968,682010,589750,479780,119511 -2021-08-01,429030.0,453586.0,468013.0,432439.0,375634.0,91329.0,748237,716968,682010,589750,479780,119511 -2021-08-02,429464.0,453992.0,468335.0,432733.0,375872.0,91399.0,748237,716968,682010,589750,479780,119511 -2021-08-03,429933.0,454440.0,468734.0,433062.0,376124.0,91490.0,748237,716968,682010,589750,479780,119511 -2021-08-04,430514.0,454937.0,469147.0,433468.0,376432.0,91560.0,748237,716968,682010,589750,479780,119511 -2021-08-05,431032.0,455406.0,469616.0,433860.0,376719.0,91644.0,748237,716968,682010,589750,479780,119511 -2021-08-06,431578.0,455903.0,470057.0,434252.0,377013.0,91749.0,748237,716968,682010,589750,479780,119511 -2021-08-07,432257.0,456519.0,470631.0,434721.0,377377.0,91875.0,748237,716968,682010,589750,479780,119511 -2021-08-08,432579.0,456862.0,470946.0,434938.0,377580.0,91931.0,748237,716968,682010,589750,479780,119511 -2021-08-09,433006.0,457240.0,471275.0,435204.0,377776.0,92022.0,748237,716968,682010,589750,479780,119511 -2021-08-10,433454.0,457674.0,471639.0,435512.0,378014.0,92106.0,748237,716968,682010,589750,479780,119511 -2021-08-11,433986.0,458150.0,472017.0,435869.0,378273.0,92183.0,748237,716968,682010,589750,479780,119511 -2021-08-12,434483.0,458654.0,472437.0,436219.0,378532.0,92267.0,748237,716968,682010,589750,479780,119511 -2021-08-13,434959.0,459109.0,472808.0,436513.0,378749.0,92351.0,748237,716968,682010,589750,479780,119511 -2021-08-14,435533.0,459571.0,473256.0,436863.0,378994.0,92449.0,748237,716968,682010,589750,479780,119511 -2021-08-15,435813.0,459830.0,473487.0,437066.0,379176.0,92491.0,748237,716968,682010,589750,479780,119511 -2021-08-16,436149.0,460145.0,473739.0,437290.0,379323.0,92547.0,748237,716968,682010,589750,479780,119511 -2021-08-17,436485.0,460523.0,474047.0,437507.0,379505.0,92596.0,748237,716968,682010,589750,479780,119511 -2021-08-18,436905.0,460873.0,474369.0,437759.0,379736.0,92659.0,748237,716968,682010,589750,479780,119511 -2021-08-19,436933.0,460908.0,474404.0,437780.0,379750.0,92666.0,748237,716968,682010,589750,479780,119511 +2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,748272,717276,682479,590149,480095,120337 +2020-12-02,0.0,0.0,0.0,0.0,0.0,0.0,748272,717276,682479,590149,480095,120337 +2020-12-03,0.0,0.0,0.0,0.0,0.0,0.0,748272,717276,682479,590149,480095,120337 +2020-12-06,0.0,0.0,0.0,0.0,0.0,0.0,748272,717276,682479,590149,480095,120337 +2020-12-07,0.0,0.0,0.0,0.0,0.0,0.0,748272,717276,682479,590149,480095,120337 +2020-12-08,49.0,49.0,35.0,49.0,49.0,21.0,748272,717276,682479,590149,480095,120337 +2020-12-09,126.0,147.0,126.0,126.0,147.0,35.0,748272,717276,682479,590149,480095,120337 +2020-12-10,210.0,238.0,238.0,224.0,245.0,49.0,748272,717276,682479,590149,480095,120337 +2020-12-11,294.0,357.0,343.0,336.0,336.0,63.0,748272,717276,682479,590149,480095,120337 +2020-12-12,371.0,455.0,469.0,462.0,455.0,98.0,748272,717276,682479,590149,480095,120337 +2020-12-13,427.0,518.0,546.0,553.0,539.0,126.0,748272,717276,682479,590149,480095,120337 +2020-12-14,539.0,644.0,672.0,665.0,644.0,161.0,748272,717276,682479,590149,480095,120337 +2020-12-15,672.0,812.0,861.0,833.0,798.0,203.0,748272,717276,682479,590149,480095,120337 +2020-12-16,875.0,994.0,1057.0,1064.0,987.0,245.0,748272,717276,682479,590149,480095,120337 +2020-12-17,1078.0,1218.0,1288.0,1330.0,1232.0,287.0,748272,717276,682479,590149,480095,120337 +2020-12-18,1281.0,1456.0,1526.0,1575.0,1456.0,343.0,748272,717276,682479,590149,480095,120337 +2020-12-19,1421.0,1659.0,1729.0,1778.0,1673.0,392.0,748272,717276,682479,590149,480095,120337 +2020-12-20,1666.0,1911.0,1988.0,2023.0,1960.0,455.0,748272,717276,682479,590149,480095,120337 +2020-12-21,1960.0,2212.0,2338.0,2366.0,2289.0,518.0,748272,717276,682479,590149,480095,120337 +2020-12-22,2191.0,2541.0,2653.0,2723.0,2618.0,595.0,748272,717276,682479,590149,480095,120337 +2020-12-23,2520.0,2926.0,3038.0,3150.0,3031.0,679.0,748272,717276,682479,590149,480095,120337 +2020-12-24,2653.0,3122.0,3255.0,3402.0,3283.0,735.0,748272,717276,682479,590149,480095,120337 +2020-12-25,2660.0,3122.0,3255.0,3402.0,3283.0,735.0,748272,717276,682479,590149,480095,120337 +2020-12-26,2667.0,3150.0,3269.0,3416.0,3297.0,742.0,748272,717276,682479,590149,480095,120337 +2020-12-27,2730.0,3213.0,3353.0,3500.0,3374.0,749.0,748272,717276,682479,590149,480095,120337 +2020-12-28,2835.0,3339.0,3493.0,3619.0,3500.0,784.0,748272,717276,682479,590149,480095,120337 +2020-12-29,3094.0,3682.0,3829.0,3955.0,3773.0,861.0,748272,717276,682479,590149,480095,120337 +2020-12-30,3689.0,4389.0,4501.0,4676.0,4354.0,1008.0,748272,717276,682479,590149,480095,120337 +2020-12-31,4305.0,5040.0,5152.0,5348.0,4914.0,1162.0,748272,717276,682479,590149,480095,120337 +2021-01-01,4459.0,5229.0,5369.0,5572.0,5068.0,1204.0,748272,717276,682479,590149,480095,120337 +2021-01-02,4662.0,5453.0,5628.0,5831.0,5313.0,1253.0,748272,717276,682479,590149,480095,120337 +2021-01-03,4830.0,5663.0,5831.0,6034.0,5516.0,1295.0,748272,717276,682479,590149,480095,120337 +2021-01-04,5124.0,6020.0,6195.0,6370.0,5838.0,1372.0,748272,717276,682479,590149,480095,120337 +2021-01-05,5600.0,6643.0,6923.0,7063.0,6426.0,1519.0,748272,717276,682479,590149,480095,120337 +2021-01-06,6230.0,7525.0,7917.0,8001.0,7224.0,1736.0,748272,717276,682479,590149,480095,120337 +2021-01-07,7161.0,8694.0,9282.0,9268.0,8379.0,2037.0,748272,717276,682479,590149,480095,120337 +2021-01-08,8204.0,10017.0,10654.0,10661.0,9562.0,2338.0,748272,717276,682479,590149,480095,120337 +2021-01-09,9121.0,11151.0,11907.0,11851.0,10738.0,2590.0,748272,717276,682479,590149,480095,120337 +2021-01-10,9674.0,11893.0,12740.0,12719.0,11564.0,2772.0,748272,717276,682479,590149,480095,120337 +2021-01-11,10521.0,13041.0,13916.0,13839.0,12684.0,3031.0,748272,717276,682479,590149,480095,120337 +2021-01-12,11641.0,14406.0,15344.0,15267.0,13951.0,3339.0,748272,717276,682479,590149,480095,120337 +2021-01-13,12915.0,15932.0,17017.0,16800.0,15246.0,3661.0,748272,717276,682479,590149,480095,120337 +2021-01-14,14322.0,17570.0,18718.0,18403.0,16716.0,4011.0,748272,717276,682479,590149,480095,120337 +2021-01-15,15841.0,19299.0,20657.0,20265.0,18347.0,4403.0,748272,717276,682479,590149,480095,120337 +2021-01-16,17178.0,20797.0,22358.0,21917.0,19866.0,4788.0,748272,717276,682479,590149,480095,120337 +2021-01-17,18102.0,21833.0,23618.0,23142.0,21007.0,5033.0,748272,717276,682479,590149,480095,120337 +2021-01-18,19327.0,23093.0,25018.0,24549.0,22155.0,5313.0,748272,717276,682479,590149,480095,120337 +2021-01-19,20699.0,24535.0,26523.0,26068.0,23464.0,5628.0,748272,717276,682479,590149,480095,120337 +2021-01-20,22183.0,26236.0,28329.0,27678.0,24892.0,5936.0,748272,717276,682479,590149,480095,120337 +2021-01-21,23828.0,27874.0,30086.0,29323.0,26299.0,6314.0,748272,717276,682479,590149,480095,120337 +2021-01-22,25655.0,29736.0,32032.0,31157.0,27783.0,6706.0,748272,717276,682479,590149,480095,120337 +2021-01-23,27048.0,31164.0,33726.0,32753.0,29169.0,7014.0,748272,717276,682479,590149,480095,120337 +2021-01-24,27916.0,32130.0,34776.0,33677.0,29981.0,7182.0,748272,717276,682479,590149,480095,120337 +2021-01-25,28882.0,33299.0,35952.0,34748.0,30849.0,7448.0,748272,717276,682479,590149,480095,120337 +2021-01-26,30058.0,34622.0,37275.0,35980.0,31885.0,7728.0,748272,717276,682479,590149,480095,120337 +2021-01-27,31164.0,35812.0,38563.0,37121.0,32830.0,7987.0,748272,717276,682479,590149,480095,120337 +2021-01-28,32326.0,37149.0,39830.0,38353.0,33740.0,8232.0,748272,717276,682479,590149,480095,120337 +2021-01-29,33572.0,38521.0,41321.0,39613.0,34797.0,8526.0,748272,717276,682479,590149,480095,120337 +2021-01-30,34615.0,39627.0,42490.0,40586.0,35693.0,8750.0,748272,717276,682479,590149,480095,120337 +2021-01-31,35371.0,40446.0,43323.0,41405.0,36372.0,8932.0,748272,717276,682479,590149,480095,120337 +2021-02-01,36134.0,41153.0,44156.0,42133.0,36946.0,9086.0,748272,717276,682479,590149,480095,120337 +2021-02-02,36925.0,41993.0,45010.0,42924.0,37597.0,9226.0,748272,717276,682479,590149,480095,120337 +2021-02-03,37758.0,42917.0,45976.0,43799.0,38353.0,9408.0,748272,717276,682479,590149,480095,120337 +2021-02-04,38696.0,43932.0,46998.0,44723.0,39109.0,9590.0,748272,717276,682479,590149,480095,120337 +2021-02-05,39620.0,44912.0,47978.0,45584.0,39872.0,9758.0,748272,717276,682479,590149,480095,120337 +2021-02-06,40376.0,45724.0,48846.0,46368.0,40565.0,9926.0,748272,717276,682479,590149,480095,120337 +2021-02-07,40824.0,46263.0,49350.0,46851.0,40971.0,10038.0,748272,717276,682479,590149,480095,120337 +2021-02-08,41335.0,46809.0,49847.0,47362.0,41398.0,10129.0,748272,717276,682479,590149,480095,120337 +2021-02-09,41958.0,47481.0,50484.0,47971.0,41895.0,10283.0,748272,717276,682479,590149,480095,120337 +2021-02-10,42630.0,48272.0,51226.0,48657.0,42455.0,10423.0,748272,717276,682479,590149,480095,120337 +2021-02-11,43526.0,49147.0,52164.0,49420.0,43134.0,10577.0,748272,717276,682479,590149,480095,120337 +2021-02-12,44492.0,50113.0,53228.0,50491.0,43911.0,10766.0,748272,717276,682479,590149,480095,120337 +2021-02-13,45500.0,51198.0,54425.0,51590.0,44814.0,10983.0,748272,717276,682479,590149,480095,120337 +2021-02-14,46081.0,51842.0,55104.0,52192.0,45346.0,11116.0,748272,717276,682479,590149,480095,120337 +2021-02-15,46823.0,52570.0,55867.0,52885.0,45913.0,11263.0,748272,717276,682479,590149,480095,120337 +2021-02-16,48041.0,53816.0,57099.0,53893.0,46746.0,11494.0,748272,717276,682479,590149,480095,120337 +2021-02-17,50113.0,55699.0,58968.0,55405.0,47950.0,11837.0,748272,717276,682479,590149,480095,120337 +2021-02-18,52178.0,57582.0,60816.0,57134.0,49168.0,12201.0,748272,717276,682479,590149,480095,120337 +2021-02-19,53956.0,59325.0,62594.0,58723.0,50372.0,12495.0,748272,717276,682479,590149,480095,120337 +2021-02-20,55671.0,60921.0,64344.0,60298.0,51828.0,12817.0,748272,717276,682479,590149,480095,120337 +2021-02-21,56476.0,61649.0,65205.0,60984.0,52444.0,12929.0,748272,717276,682479,590149,480095,120337 +2021-02-22,57610.0,62489.0,66108.0,61754.0,53109.0,13111.0,748272,717276,682479,590149,480095,120337 +2021-02-23,59619.0,64358.0,67893.0,63266.0,54446.0,13454.0,748272,717276,682479,590149,480095,120337 +2021-02-24,62496.0,66934.0,70336.0,65422.0,56189.0,13881.0,748272,717276,682479,590149,480095,120337 +2021-02-25,65415.0,69580.0,73122.0,68082.0,58254.0,14399.0,748272,717276,682479,590149,480095,120337 +2021-02-26,68579.0,72534.0,76055.0,70875.0,60438.0,14945.0,748272,717276,682479,590149,480095,120337 +2021-02-27,71533.0,75103.0,78491.0,73003.0,62349.0,15421.0,748272,717276,682479,590149,480095,120337 +2021-02-28,72877.0,76433.0,79611.0,73871.0,63077.0,15610.0,748272,717276,682479,590149,480095,120337 +2021-03-01,74263.0,77518.0,80556.0,74578.0,63637.0,15778.0,748272,717276,682479,590149,480095,120337 +2021-03-02,75607.0,78652.0,81557.0,75369.0,64295.0,15932.0,748272,717276,682479,590149,480095,120337 +2021-03-03,77728.0,80563.0,83384.0,76860.0,65373.0,16303.0,748272,717276,682479,590149,480095,120337 +2021-03-04,80255.0,82775.0,85750.0,78890.0,67207.0,16849.0,748272,717276,682479,590149,480095,120337 +2021-03-05,83097.0,85302.0,88361.0,81207.0,69013.0,17311.0,748272,717276,682479,590149,480095,120337 +2021-03-06,86268.0,87920.0,91224.0,83720.0,71323.0,17794.0,748272,717276,682479,590149,480095,120337 +2021-03-07,87346.0,88760.0,92029.0,84371.0,71862.0,17927.0,748272,717276,682479,590149,480095,120337 +2021-03-08,88627.0,89663.0,92883.0,85113.0,72415.0,18067.0,748272,717276,682479,590149,480095,120337 +2021-03-09,89943.0,90699.0,93842.0,85890.0,73087.0,18263.0,748272,717276,682479,590149,480095,120337 +2021-03-10,91462.0,92015.0,95144.0,87052.0,74172.0,18508.0,748272,717276,682479,590149,480095,120337 +2021-03-11,92785.0,93198.0,96187.0,88046.0,74914.0,18697.0,748272,717276,682479,590149,480095,120337 +2021-03-12,95291.0,95354.0,98413.0,89929.0,76503.0,19173.0,748272,717276,682479,590149,480095,120337 +2021-03-13,98371.0,98434.0,101584.0,92561.0,78750.0,19747.0,748272,717276,682479,590149,480095,120337 +2021-03-14,99946.0,99897.0,102837.0,93681.0,79828.0,20013.0,748272,717276,682479,590149,480095,120337 +2021-03-15,101983.0,101864.0,104559.0,95144.0,81151.0,20335.0,748272,717276,682479,590149,480095,120337 +2021-03-16,104461.0,104153.0,106596.0,96964.0,82677.0,20713.0,748272,717276,682479,590149,480095,120337 +2021-03-17,107114.0,106498.0,108773.0,98987.0,84301.0,21091.0,748272,717276,682479,590149,480095,120337 +2021-03-18,109788.0,109088.0,111097.0,101164.0,86044.0,21560.0,748272,717276,682479,590149,480095,120337 +2021-03-19,112805.0,111944.0,113820.0,103600.0,88032.0,22085.0,748272,717276,682479,590149,480095,120337 +2021-03-20,116326.0,115388.0,117404.0,106841.0,90867.0,22764.0,748272,717276,682479,590149,480095,120337 +2021-03-21,117922.0,117096.0,119210.0,108493.0,92295.0,23086.0,748272,717276,682479,590149,480095,120337 +2021-03-22,119763.0,118895.0,120897.0,110040.0,93555.0,23401.0,748272,717276,682479,590149,480095,120337 +2021-03-23,121688.0,120911.0,122822.0,111804.0,94997.0,23765.0,748272,717276,682479,590149,480095,120337 +2021-03-24,123725.0,123011.0,124950.0,113715.0,96488.0,24143.0,748272,717276,682479,590149,480095,120337 +2021-03-25,126301.0,125398.0,127253.0,115913.0,98273.0,24612.0,748272,717276,682479,590149,480095,120337 +2021-03-26,129227.0,128226.0,129906.0,118496.0,100366.0,25109.0,748272,717276,682479,590149,480095,120337 +2021-03-27,133035.0,132237.0,133532.0,121961.0,103362.0,25760.0,748272,717276,682479,590149,480095,120337 +2021-03-28,135401.0,134456.0,135618.0,123781.0,105070.0,26117.0,748272,717276,682479,590149,480095,120337 +2021-03-29,137263.0,136374.0,137326.0,125349.0,106421.0,26446.0,748272,717276,682479,590149,480095,120337 +2021-03-30,139279.0,138474.0,139181.0,127022.0,107905.0,26796.0,748272,717276,682479,590149,480095,120337 +2021-03-31,141435.0,140742.0,141358.0,128919.0,109508.0,27195.0,748272,717276,682479,590149,480095,120337 +2021-04-01,142954.0,142282.0,142800.0,130375.0,110649.0,27475.0,748272,717276,682479,590149,480095,120337 +2021-04-02,144179.0,143360.0,143913.0,131467.0,111902.0,27762.0,748272,717276,682479,590149,480095,120337 +2021-04-03,145271.0,144333.0,144935.0,132384.0,113085.0,28014.0,748272,717276,682479,590149,480095,120337 +2021-04-04,145971.0,144802.0,145383.0,132839.0,113575.0,28175.0,748272,717276,682479,590149,480095,120337 +2021-04-05,146230.0,145033.0,145572.0,133056.0,113722.0,28224.0,748272,717276,682479,590149,480095,120337 +2021-04-06,146951.0,145663.0,146041.0,133525.0,114051.0,28315.0,748272,717276,682479,590149,480095,120337 +2021-04-07,147861.0,146587.0,147000.0,134253.0,114527.0,28455.0,748272,717276,682479,590149,480095,120337 +2021-04-08,148652.0,147350.0,147679.0,134904.0,115199.0,28609.0,748272,717276,682479,590149,480095,120337 +2021-04-09,149800.0,148281.0,148519.0,135667.0,115962.0,28770.0,748272,717276,682479,590149,480095,120337 +2021-04-10,150927.0,149247.0,149492.0,136605.0,116907.0,28973.0,748272,717276,682479,590149,480095,120337 +2021-04-11,151564.0,149737.0,149968.0,137039.0,117362.0,29078.0,748272,717276,682479,590149,480095,120337 +2021-04-12,152033.0,150157.0,150283.0,137340.0,117607.0,29141.0,748272,717276,682479,590149,480095,120337 +2021-04-13,152635.0,150675.0,150696.0,137746.0,117929.0,29239.0,748272,717276,682479,590149,480095,120337 +2021-04-14,153230.0,151256.0,151242.0,138236.0,118356.0,29365.0,748272,717276,682479,590149,480095,120337 +2021-04-15,153776.0,151676.0,151655.0,138642.0,118685.0,29463.0,748272,717276,682479,590149,480095,120337 +2021-04-16,154301.0,152152.0,152117.0,139125.0,119105.0,29561.0,748272,717276,682479,590149,480095,120337 +2021-04-17,154812.0,152684.0,152698.0,139713.0,119644.0,29652.0,748272,717276,682479,590149,480095,120337 +2021-04-18,155771.0,153377.0,153489.0,140329.0,120505.0,29813.0,748272,717276,682479,590149,480095,120337 +2021-04-19,156023.0,153643.0,153741.0,140553.0,120722.0,29862.0,748272,717276,682479,590149,480095,120337 +2021-04-20,156408.0,154035.0,154119.0,140889.0,121009.0,29918.0,748272,717276,682479,590149,480095,120337 +2021-04-21,157122.0,154686.0,154567.0,141379.0,121415.0,30030.0,748272,717276,682479,590149,480095,120337 +2021-04-22,157696.0,155253.0,155197.0,141988.0,122017.0,30170.0,748272,717276,682479,590149,480095,120337 +2021-04-23,159425.0,156674.0,156310.0,142933.0,123242.0,30436.0,748272,717276,682479,590149,480095,120337 +2021-04-24,160972.0,157885.0,157500.0,143969.0,124754.0,30688.0,748272,717276,682479,590149,480095,120337 +2021-04-25,161651.0,158396.0,158081.0,144487.0,125209.0,30786.0,748272,717276,682479,590149,480095,120337 +2021-04-26,162071.0,158886.0,158697.0,144956.0,125489.0,30884.0,748272,717276,682479,590149,480095,120337 +2021-04-27,162680.0,159404.0,159208.0,145495.0,126231.0,31010.0,748272,717276,682479,590149,480095,120337 +2021-04-28,163548.0,160083.0,159901.0,146132.0,127008.0,31122.0,748272,717276,682479,590149,480095,120337 +2021-04-29,165382.0,161385.0,160895.0,147126.0,128016.0,31367.0,748272,717276,682479,590149,480095,120337 +2021-04-30,166425.0,162323.0,162064.0,148134.0,129045.0,31626.0,748272,717276,682479,590149,480095,120337 +2021-05-01,167349.0,163142.0,162911.0,148995.0,129654.0,31787.0,748272,717276,682479,590149,480095,120337 +2021-05-02,167993.0,163681.0,163401.0,149408.0,130060.0,31878.0,748272,717276,682479,590149,480095,120337 +2021-05-03,168273.0,163989.0,163709.0,149744.0,130389.0,31948.0,748272,717276,682479,590149,480095,120337 +2021-05-04,168784.0,164549.0,164262.0,150353.0,130865.0,32060.0,748272,717276,682479,590149,480095,120337 +2021-05-05,170002.0,165550.0,165487.0,151501.0,131803.0,32214.0,748272,717276,682479,590149,480095,120337 +2021-05-06,171017.0,166565.0,166446.0,152558.0,132678.0,32417.0,748272,717276,682479,590149,480095,120337 +2021-05-07,171990.0,167615.0,167657.0,153832.0,134134.0,32760.0,748272,717276,682479,590149,480095,120337 +2021-05-08,172956.0,168770.0,168910.0,155078.0,135100.0,32977.0,748272,717276,682479,590149,480095,120337 +2021-05-09,173761.0,169435.0,169519.0,155729.0,135653.0,33117.0,748272,717276,682479,590149,480095,120337 +2021-05-10,174349.0,169995.0,170107.0,156450.0,136346.0,33236.0,748272,717276,682479,590149,480095,120337 +2021-05-11,175861.0,171668.0,171689.0,158284.0,137634.0,33565.0,748272,717276,682479,590149,480095,120337 +2021-05-12,180369.0,176771.0,177506.0,164115.0,143094.0,34776.0,748272,717276,682479,590149,480095,120337 +2021-05-13,185710.0,182840.0,184009.0,170142.0,149268.0,36092.0,748272,717276,682479,590149,480095,120337 +2021-05-14,191996.0,189385.0,190400.0,177065.0,155330.0,37464.0,748272,717276,682479,590149,480095,120337 +2021-05-15,198576.0,196728.0,197603.0,184947.0,163562.0,38990.0,748272,717276,682479,590149,480095,120337 +2021-05-16,201586.0,200403.0,201635.0,188678.0,167909.0,39746.0,748272,717276,682479,590149,480095,120337 +2021-05-17,203833.0,202797.0,204239.0,191576.0,170569.0,40264.0,748272,717276,682479,590149,480095,120337 +2021-05-18,208495.0,208803.0,211225.0,198947.0,177275.0,41608.0,748272,717276,682479,590149,480095,120337 +2021-05-19,217763.0,219835.0,223965.0,211659.0,189266.0,44009.0,748272,717276,682479,590149,480095,120337 +2021-05-20,227094.0,230524.0,236131.0,223741.0,200256.0,46214.0,748272,717276,682479,590149,480095,120337 +2021-05-21,234003.0,238602.0,245980.0,233002.0,209223.0,48104.0,748272,717276,682479,590149,480095,120337 +2021-05-22,240758.0,247205.0,255360.0,241283.0,216097.0,49875.0,748272,717276,682479,590149,480095,120337 +2021-05-23,245665.0,253001.0,261226.0,246358.0,220710.0,51002.0,748272,717276,682479,590149,480095,120337 +2021-05-24,249704.0,258034.0,266994.0,252021.0,225988.0,51989.0,748272,717276,682479,590149,480095,120337 +2021-05-25,255906.0,265776.0,276171.0,261373.0,234360.0,53893.0,748272,717276,682479,590149,480095,120337 +2021-05-26,265048.0,277487.0,288400.0,273273.0,245315.0,56427.0,748272,717276,682479,590149,480095,120337 +2021-05-27,275352.0,289513.0,301553.0,285929.0,256207.0,58982.0,748272,717276,682479,590149,480095,120337 +2021-05-28,283773.0,298984.0,312018.0,295575.0,264936.0,61047.0,748272,717276,682479,590149,480095,120337 +2021-05-29,291263.0,307405.0,320432.0,303422.0,271537.0,62839.0,748272,717276,682479,590149,480095,120337 +2021-05-30,296723.0,314069.0,326760.0,309274.0,276388.0,64141.0,748272,717276,682479,590149,480095,120337 +2021-05-31,299873.0,318150.0,330988.0,312949.0,279356.0,64981.0,748272,717276,682479,590149,480095,120337 +2021-06-01,302848.0,322385.0,335622.0,317163.0,283178.0,66045.0,748272,717276,682479,590149,480095,120337 +2021-06-02,308028.0,329196.0,343294.0,324051.0,289415.0,67697.0,748272,717276,682479,590149,480095,120337 +2021-06-03,314174.0,336371.0,351253.0,331317.0,295484.0,69335.0,748272,717276,682479,590149,480095,120337 +2021-06-04,320320.0,343161.0,359002.0,337911.0,301574.0,70980.0,748272,717276,682479,590149,480095,120337 +2021-06-05,328258.0,351134.0,367773.0,345478.0,307671.0,72856.0,748272,717276,682479,590149,480095,120337 +2021-06-06,332738.0,356475.0,372820.0,350112.0,311416.0,73906.0,748272,717276,682479,590149,480095,120337 +2021-06-07,337218.0,361130.0,377622.0,354711.0,314853.0,74949.0,748272,717276,682479,590149,480095,120337 +2021-06-08,341390.0,365610.0,382375.0,359233.0,318570.0,75943.0,748272,717276,682479,590149,480095,120337 +2021-06-09,346003.0,370580.0,387604.0,364049.0,322630.0,77007.0,748272,717276,682479,590149,480095,120337 +2021-06-10,350763.0,375900.0,392854.0,369068.0,326732.0,78064.0,748272,717276,682479,590149,480095,120337 +2021-06-11,355460.0,381318.0,398650.0,374304.0,331044.0,79219.0,748272,717276,682479,590149,480095,120337 +2021-06-12,360717.0,387219.0,404908.0,379477.0,335321.0,80311.0,748272,717276,682479,590149,480095,120337 +2021-06-13,363923.0,390691.0,408184.0,382284.0,337645.0,80913.0,748272,717276,682479,590149,480095,120337 +2021-06-14,366366.0,393400.0,410942.0,384629.0,339493.0,81466.0,748272,717276,682479,590149,480095,120337 +2021-06-15,369208.0,396445.0,413973.0,387562.0,341558.0,82019.0,748272,717276,682479,590149,480095,120337 +2021-06-16,372029.0,399490.0,416941.0,390334.0,343602.0,82565.0,748272,717276,682479,590149,480095,120337 +2021-06-17,375508.0,402724.0,420231.0,393225.0,345926.0,83265.0,748272,717276,682479,590149,480095,120337 +2021-06-18,378567.0,405944.0,423374.0,395710.0,347998.0,83783.0,748272,717276,682479,590149,480095,120337 +2021-06-19,382060.0,409563.0,426867.0,398699.0,350182.0,84420.0,748272,717276,682479,590149,480095,120337 +2021-06-20,383894.0,411299.0,428498.0,400008.0,351190.0,84686.0,748272,717276,682479,590149,480095,120337 +2021-06-21,385266.0,412699.0,429975.0,401247.0,352142.0,84931.0,748272,717276,682479,590149,480095,120337 +2021-06-22,387086.0,414316.0,431683.0,402584.0,353290.0,85246.0,748272,717276,682479,590149,480095,120337 +2021-06-23,389137.0,416276.0,433510.0,404159.0,354494.0,85589.0,748272,717276,682479,590149,480095,120337 +2021-06-24,391223.0,418201.0,435407.0,405650.0,355642.0,85925.0,748272,717276,682479,590149,480095,120337 +2021-06-25,393232.0,420147.0,437241.0,407169.0,356818.0,86268.0,748272,717276,682479,590149,480095,120337 +2021-06-26,395976.0,422548.0,439628.0,409115.0,358197.0,86674.0,748272,717276,682479,590149,480095,120337 +2021-06-27,397355.0,423948.0,440867.0,410165.0,358974.0,86912.0,748272,717276,682479,590149,480095,120337 +2021-06-28,398405.0,424921.0,441749.0,410865.0,359478.0,87045.0,748272,717276,682479,590149,480095,120337 +2021-06-29,399756.0,426069.0,442960.0,411768.0,360108.0,87220.0,748272,717276,682479,590149,480095,120337 +2021-06-30,401359.0,427462.0,444269.0,412874.0,360941.0,87437.0,748272,717276,682479,590149,480095,120337 +2021-07-01,402913.0,428890.0,445557.0,413924.0,361725.0,87661.0,748272,717276,682479,590149,480095,120337 +2021-07-02,404215.0,430136.0,446677.0,414827.0,362432.0,87850.0,748272,717276,682479,590149,480095,120337 +2021-07-03,405713.0,431746.0,448098.0,415884.0,363265.0,88116.0,748272,717276,682479,590149,480095,120337 +2021-07-04,406511.0,432537.0,448777.0,416451.0,363678.0,88242.0,748272,717276,682479,590149,480095,120337 +2021-07-05,407274.0,433230.0,449421.0,416997.0,364056.0,88361.0,748272,717276,682479,590149,480095,120337 +2021-07-06,408100.0,434154.0,450296.0,417704.0,364595.0,88501.0,748272,717276,682479,590149,480095,120337 +2021-07-07,409255.0,435232.0,451234.0,418579.0,365239.0,88683.0,748272,717276,682479,590149,480095,120337 +2021-07-08,410410.0,436352.0,452270.0,419426.0,365855.0,88858.0,748272,717276,682479,590149,480095,120337 +2021-07-09,411614.0,437465.0,453348.0,420301.0,366471.0,89068.0,748272,717276,682479,590149,480095,120337 +2021-07-10,412958.0,438760.0,454587.0,421295.0,367199.0,89285.0,748272,717276,682479,590149,480095,120337 +2021-07-11,413658.0,439397.0,455112.0,421722.0,367521.0,89376.0,748272,717276,682479,590149,480095,120337 +2021-07-12,414309.0,439985.0,455630.0,422142.0,367829.0,89460.0,748272,717276,682479,590149,480095,120337 +2021-07-13,415051.0,440713.0,456253.0,422723.0,368193.0,89586.0,748272,717276,682479,590149,480095,120337 +2021-07-14,415975.0,441539.0,457051.0,423423.0,368718.0,89712.0,748272,717276,682479,590149,480095,120337 +2021-07-15,417032.0,442484.0,457898.0,424123.0,369250.0,89873.0,748272,717276,682479,590149,480095,120337 +2021-07-16,418138.0,443506.0,458878.0,424823.0,369810.0,90062.0,748272,717276,682479,590149,480095,120337 +2021-07-17,419384.0,444633.0,459963.0,425726.0,370538.0,90272.0,748272,717276,682479,590149,480095,120337 +2021-07-18,420028.0,445172.0,460453.0,426188.0,370909.0,90391.0,748272,717276,682479,590149,480095,120337 +2021-07-19,420581.0,445739.0,460999.0,426664.0,371259.0,90482.0,748272,717276,682479,590149,480095,120337 +2021-07-20,421190.0,446320.0,461545.0,427154.0,371630.0,90573.0,748272,717276,682479,590149,480095,120337 +2021-07-21,421918.0,447006.0,462168.0,427686.0,372050.0,90699.0,748272,717276,682479,590149,480095,120337 +2021-07-22,422681.0,447636.0,462805.0,428211.0,372435.0,90839.0,748272,717276,682479,590149,480095,120337 +2021-07-23,423395.0,448357.0,463414.0,428701.0,372841.0,90986.0,748272,717276,682479,590149,480095,120337 +2021-07-24,424284.0,449148.0,464170.0,429275.0,373254.0,91147.0,748272,717276,682479,590149,480095,120337 +2021-07-25,424788.0,449652.0,464527.0,429597.0,373513.0,91224.0,748272,717276,682479,590149,480095,120337 +2021-07-26,425215.0,450086.0,464947.0,429926.0,373779.0,91315.0,748272,717276,682479,590149,480095,120337 +2021-07-27,425796.0,450583.0,465416.0,430311.0,374059.0,91392.0,748272,717276,682479,590149,480095,120337 +2021-07-28,426405.0,451171.0,466011.0,430759.0,374367.0,91483.0,748272,717276,682479,590149,480095,120337 +2021-07-29,427056.0,451766.0,466480.0,431144.0,374668.0,91574.0,748272,717276,682479,590149,480095,120337 +2021-07-30,427651.0,452305.0,466963.0,431564.0,374976.0,91665.0,748272,717276,682479,590149,480095,120337 +2021-07-31,428421.0,452984.0,467600.0,432082.0,375361.0,91763.0,748272,717276,682479,590149,480095,120337 +2021-08-01,428827.0,453376.0,467943.0,432369.0,375627.0,91847.0,748272,717276,682479,590149,480095,120337 +2021-08-02,429261.0,453775.0,468258.0,432663.0,375872.0,91917.0,748272,717276,682479,590149,480095,120337 +2021-08-03,429737.0,454223.0,468657.0,432992.0,376117.0,92008.0,748272,717276,682479,590149,480095,120337 +2021-08-04,430325.0,454720.0,469077.0,433398.0,376432.0,92085.0,748272,717276,682479,590149,480095,120337 +2021-08-05,430836.0,455189.0,469532.0,433797.0,376719.0,92169.0,748272,717276,682479,590149,480095,120337 +2021-08-06,431389.0,455693.0,469980.0,434189.0,377013.0,92274.0,748272,717276,682479,590149,480095,120337 +2021-08-07,432068.0,456295.0,470554.0,434665.0,377377.0,92400.0,748272,717276,682479,590149,480095,120337 +2021-08-08,432390.0,456645.0,470869.0,434882.0,377580.0,92456.0,748272,717276,682479,590149,480095,120337 +2021-08-09,432817.0,457030.0,471198.0,435148.0,377776.0,92547.0,748272,717276,682479,590149,480095,120337 +2021-08-10,433272.0,457471.0,471562.0,435456.0,378007.0,92631.0,748272,717276,682479,590149,480095,120337 +2021-08-11,433797.0,457947.0,471940.0,435813.0,378273.0,92708.0,748272,717276,682479,590149,480095,120337 +2021-08-12,434294.0,458451.0,472353.0,436156.0,378532.0,92799.0,748272,717276,682479,590149,480095,120337 +2021-08-13,434770.0,458913.0,472731.0,436450.0,378756.0,92883.0,748272,717276,682479,590149,480095,120337 +2021-08-14,435351.0,459382.0,473172.0,436793.0,379001.0,92981.0,748272,717276,682479,590149,480095,120337 +2021-08-15,435631.0,459634.0,473396.0,437003.0,379176.0,93030.0,748272,717276,682479,590149,480095,120337 +2021-08-16,435967.0,459963.0,473662.0,437227.0,379323.0,93079.0,748272,717276,682479,590149,480095,120337 +2021-08-17,436324.0,460341.0,473970.0,437451.0,379505.0,93135.0,748272,717276,682479,590149,480095,120337 +2021-08-18,436765.0,460698.0,474292.0,437710.0,379743.0,93198.0,748272,717276,682479,590149,480095,120337 +2021-08-19,437171.0,461069.0,474649.0,437990.0,379918.0,93268.0,748272,717276,682479,590149,480095,120337 +2021-08-20,437668.0,461482.0,474999.0,438277.0,380135.0,93338.0,748272,717276,682479,590149,480095,120337 +2021-08-21,438144.0,461930.0,475391.0,438592.0,380394.0,93415.0,748272,717276,682479,590149,480095,120337 +2021-08-22,438396.0,462175.0,475559.0,438774.0,380541.0,93457.0,748272,717276,682479,590149,480095,120337 +2021-08-23,438725.0,462441.0,475797.0,438949.0,380667.0,93506.0,748272,717276,682479,590149,480095,120337 +2021-08-24,439103.0,462791.0,476119.0,439208.0,380870.0,93576.0,748272,717276,682479,590149,480095,120337 +2021-08-25,439516.0,463183.0,476413.0,439453.0,381059.0,93639.0,748272,717276,682479,590149,480095,120337 +2021-08-26,439929.0,463519.0,476749.0,439705.0,381241.0,93709.0,748272,717276,682479,590149,480095,120337 +2021-08-27,440314.0,463841.0,477036.0,439964.0,381465.0,93779.0,748272,717276,682479,590149,480095,120337 +2021-08-28,440713.0,464149.0,477365.0,440244.0,381675.0,93863.0,748272,717276,682479,590149,480095,120337 +2021-08-29,440923.0,464352.0,477526.0,440377.0,381780.0,93912.0,748272,717276,682479,590149,480095,120337 +2021-08-30,441084.0,464513.0,477659.0,440489.0,381864.0,93940.0,748272,717276,682479,590149,480095,120337 +2021-08-31,441399.0,464765.0,477925.0,440678.0,382025.0,93989.0,748272,717276,682479,590149,480095,120337 +2021-09-01,441707.0,465045.0,478198.0,440860.0,382151.0,94031.0,748272,717276,682479,590149,480095,120337 diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 40-49 population by ethnicity 6 groups_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 40-49 population by ethnicity 6 groups_tpp.csv index f11f8a8..a7ca6b0 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 40-49 population by ethnicity 6 groups_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 40-49 population by ethnicity 6 groups_tpp.csv @@ -1,261 +1,274 @@ covid_vacc_date,Black,Mixed,Other,South Asian,Unknown,White,Black_total,Mixed_total,Other_total,South Asian_total,Unknown_total,White_total -2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,89754,41986,88725,265216,321951,2155447 -2020-12-02,0.0,0.0,0.0,0.0,0.0,0.0,89754,41986,88725,265216,321951,2155447 -2020-12-03,0.0,0.0,0.0,0.0,0.0,0.0,89754,41986,88725,265216,321951,2155447 -2020-12-04,0.0,0.0,0.0,0.0,0.0,7.0,89754,41986,88725,265216,321951,2155447 -2020-12-07,0.0,0.0,0.0,0.0,0.0,14.0,89754,41986,88725,265216,321951,2155447 -2020-12-08,7.0,0.0,7.0,49.0,21.0,266.0,89754,41986,88725,265216,321951,2155447 -2020-12-09,28.0,21.0,35.0,140.0,56.0,658.0,89754,41986,88725,265216,321951,2155447 -2020-12-10,42.0,28.0,56.0,217.0,98.0,1092.0,89754,41986,88725,265216,321951,2155447 -2020-12-11,56.0,42.0,70.0,322.0,133.0,1547.0,89754,41986,88725,265216,321951,2155447 -2020-12-12,77.0,49.0,98.0,420.0,189.0,2072.0,89754,41986,88725,265216,321951,2155447 -2020-12-13,91.0,56.0,112.0,490.0,238.0,2429.0,89754,41986,88725,265216,321951,2155447 -2020-12-14,98.0,70.0,140.0,595.0,287.0,2877.0,89754,41986,88725,265216,321951,2155447 -2020-12-15,119.0,77.0,175.0,784.0,385.0,3682.0,89754,41986,88725,265216,321951,2155447 -2020-12-16,147.0,98.0,217.0,973.0,476.0,4641.0,89754,41986,88725,265216,321951,2155447 -2020-12-17,189.0,126.0,266.0,1204.0,609.0,5796.0,89754,41986,88725,265216,321951,2155447 -2020-12-18,217.0,147.0,301.0,1470.0,742.0,6930.0,89754,41986,88725,265216,321951,2155447 -2020-12-19,245.0,161.0,329.0,1715.0,826.0,7875.0,89754,41986,88725,265216,321951,2155447 -2020-12-20,280.0,182.0,378.0,2016.0,959.0,9219.0,89754,41986,88725,265216,321951,2155447 -2020-12-21,322.0,210.0,441.0,2338.0,1120.0,10934.0,89754,41986,88725,265216,321951,2155447 -2020-12-22,364.0,238.0,504.0,2660.0,1260.0,12369.0,89754,41986,88725,265216,321951,2155447 -2020-12-23,413.0,287.0,602.0,3094.0,1449.0,14259.0,89754,41986,88725,265216,321951,2155447 -2020-12-24,427.0,301.0,651.0,3332.0,1533.0,15204.0,89754,41986,88725,265216,321951,2155447 -2020-12-25,427.0,301.0,651.0,3332.0,1533.0,15204.0,89754,41986,88725,265216,321951,2155447 -2020-12-26,434.0,308.0,658.0,3353.0,1540.0,15239.0,89754,41986,88725,265216,321951,2155447 -2020-12-27,441.0,322.0,665.0,3402.0,1575.0,15568.0,89754,41986,88725,265216,321951,2155447 -2020-12-28,455.0,336.0,693.0,3528.0,1624.0,16065.0,89754,41986,88725,265216,321951,2155447 -2020-12-29,490.0,364.0,756.0,3822.0,1757.0,17374.0,89754,41986,88725,265216,321951,2155447 -2020-12-30,588.0,434.0,910.0,4466.0,2051.0,20391.0,89754,41986,88725,265216,321951,2155447 -2020-12-31,679.0,504.0,1043.0,5040.0,2352.0,23408.0,89754,41986,88725,265216,321951,2155447 -2021-01-01,707.0,518.0,1071.0,5201.0,2429.0,24171.0,89754,41986,88725,265216,321951,2155447 -2021-01-02,742.0,539.0,1120.0,5397.0,2534.0,25144.0,89754,41986,88725,265216,321951,2155447 -2021-01-03,763.0,560.0,1176.0,5544.0,2618.0,26019.0,89754,41986,88725,265216,321951,2155447 -2021-01-04,819.0,588.0,1260.0,5845.0,2737.0,27503.0,89754,41986,88725,265216,321951,2155447 -2021-01-05,903.0,658.0,1365.0,6391.0,2989.0,30191.0,89754,41986,88725,265216,321951,2155447 -2021-01-06,1043.0,735.0,1533.0,6986.0,3339.0,33922.0,89754,41986,88725,265216,321951,2155447 -2021-01-07,1218.0,819.0,1722.0,7840.0,3829.0,39508.0,89754,41986,88725,265216,321951,2155447 -2021-01-08,1414.0,938.0,1911.0,8694.0,4417.0,45388.0,89754,41986,88725,265216,321951,2155447 -2021-01-09,1596.0,1029.0,2058.0,9373.0,4893.0,50764.0,89754,41986,88725,265216,321951,2155447 -2021-01-10,1701.0,1085.0,2177.0,9891.0,5173.0,54124.0,89754,41986,88725,265216,321951,2155447 -2021-01-11,1855.0,1169.0,2317.0,10451.0,5572.0,59129.0,89754,41986,88725,265216,321951,2155447 -2021-01-12,2086.0,1302.0,2499.0,11179.0,6181.0,65282.0,89754,41986,88725,265216,321951,2155447 -2021-01-13,2345.0,1442.0,2660.0,11928.0,6811.0,71981.0,89754,41986,88725,265216,321951,2155447 -2021-01-14,2660.0,1561.0,2884.0,12768.0,7539.0,79177.0,89754,41986,88725,265216,321951,2155447 -2021-01-15,2989.0,1708.0,3101.0,13622.0,8337.0,87528.0,89754,41986,88725,265216,321951,2155447 -2021-01-16,3276.0,1841.0,3290.0,14364.0,9009.0,94745.0,89754,41986,88725,265216,321951,2155447 -2021-01-17,3479.0,1932.0,3430.0,14903.0,9513.0,99813.0,89754,41986,88725,265216,321951,2155447 -2021-01-18,3780.0,2037.0,3577.0,15512.0,10073.0,105532.0,89754,41986,88725,265216,321951,2155447 -2021-01-19,4088.0,2156.0,3752.0,16233.0,10724.0,112063.0,89754,41986,88725,265216,321951,2155447 -2021-01-20,4466.0,2261.0,3934.0,16982.0,11396.0,119308.0,89754,41986,88725,265216,321951,2155447 -2021-01-21,4865.0,2401.0,4109.0,17724.0,12103.0,126637.0,89754,41986,88725,265216,321951,2155447 -2021-01-22,5264.0,2555.0,4277.0,18494.0,12901.0,134827.0,89754,41986,88725,265216,321951,2155447 -2021-01-23,5558.0,2667.0,4445.0,19138.0,13496.0,141449.0,89754,41986,88725,265216,321951,2155447 -2021-01-24,5726.0,2744.0,4543.0,19523.0,13888.0,145446.0,89754,41986,88725,265216,321951,2155447 -2021-01-25,5999.0,2828.0,4641.0,19957.0,14357.0,150388.0,89754,41986,88725,265216,321951,2155447 -2021-01-26,6300.0,2933.0,4767.0,20447.0,14903.0,156142.0,89754,41986,88725,265216,321951,2155447 -2021-01-27,6601.0,3038.0,4872.0,20944.0,15393.0,161315.0,89754,41986,88725,265216,321951,2155447 -2021-01-28,6895.0,3136.0,4998.0,21413.0,15897.0,166789.0,89754,41986,88725,265216,321951,2155447 -2021-01-29,7189.0,3241.0,5110.0,22001.0,16429.0,172585.0,89754,41986,88725,265216,321951,2155447 -2021-01-30,7392.0,3318.0,5201.0,22477.0,16891.0,177296.0,89754,41986,88725,265216,321951,2155447 -2021-01-31,7574.0,3395.0,5278.0,22883.0,17255.0,180873.0,89754,41986,88725,265216,321951,2155447 -2021-02-01,7819.0,3458.0,5355.0,23198.0,17570.0,184324.0,89754,41986,88725,265216,321951,2155447 -2021-02-02,8043.0,3528.0,5425.0,23590.0,17934.0,187859.0,89754,41986,88725,265216,321951,2155447 -2021-02-03,8274.0,3612.0,5516.0,24024.0,18277.0,191702.0,89754,41986,88725,265216,321951,2155447 -2021-02-04,8561.0,3696.0,5621.0,24556.0,18676.0,196028.0,89754,41986,88725,265216,321951,2155447 -2021-02-05,8841.0,3787.0,5726.0,25095.0,19047.0,200228.0,89754,41986,88725,265216,321951,2155447 -2021-02-06,9009.0,3857.0,5810.0,25522.0,19369.0,204071.0,89754,41986,88725,265216,321951,2155447 -2021-02-07,9135.0,3899.0,5859.0,25767.0,19593.0,206325.0,89754,41986,88725,265216,321951,2155447 -2021-02-08,9331.0,3941.0,5901.0,26040.0,19817.0,208516.0,89754,41986,88725,265216,321951,2155447 -2021-02-09,9534.0,4004.0,5978.0,26439.0,20104.0,211365.0,89754,41986,88725,265216,321951,2155447 -2021-02-10,9765.0,4067.0,6083.0,26873.0,20419.0,214571.0,89754,41986,88725,265216,321951,2155447 -2021-02-11,10045.0,4151.0,6188.0,27433.0,20769.0,218638.0,89754,41986,88725,265216,321951,2155447 -2021-02-12,10360.0,4263.0,6328.0,28070.0,21217.0,223762.0,89754,41986,88725,265216,321951,2155447 -2021-02-13,10605.0,4347.0,6461.0,28693.0,21693.0,229208.0,89754,41986,88725,265216,321951,2155447 -2021-02-14,10745.0,4389.0,6538.0,29113.0,21973.0,232379.0,89754,41986,88725,265216,321951,2155447 -2021-02-15,10920.0,4445.0,6608.0,29589.0,22274.0,236075.0,89754,41986,88725,265216,321951,2155447 -2021-02-16,11179.0,4564.0,6790.0,30443.0,22715.0,243089.0,89754,41986,88725,265216,321951,2155447 -2021-02-17,11452.0,4725.0,7021.0,31486.0,23457.0,254324.0,89754,41986,88725,265216,321951,2155447 -2021-02-18,11760.0,4886.0,7231.0,32767.0,24248.0,265951.0,89754,41986,88725,265216,321951,2155447 -2021-02-19,12033.0,5019.0,7448.0,33845.0,24962.0,276304.0,89754,41986,88725,265216,321951,2155447 -2021-02-20,12271.0,5159.0,7623.0,34867.0,25641.0,287028.0,89754,41986,88725,265216,321951,2155447 -2021-02-21,12418.0,5222.0,7742.0,35497.0,26026.0,291340.0,89754,41986,88725,265216,321951,2155447 -2021-02-22,12614.0,5306.0,7861.0,36204.0,26390.0,296240.0,89754,41986,88725,265216,321951,2155447 -2021-02-23,12915.0,5467.0,8092.0,37205.0,27111.0,307937.0,89754,41986,88725,265216,321951,2155447 -2021-02-24,13272.0,5670.0,8421.0,38591.0,28203.0,323197.0,89754,41986,88725,265216,321951,2155447 -2021-02-25,13685.0,5908.0,8750.0,40306.0,29288.0,339570.0,89754,41986,88725,265216,321951,2155447 -2021-02-26,14098.0,6160.0,9100.0,41853.0,30450.0,357140.0,89754,41986,88725,265216,321951,2155447 -2021-02-27,14448.0,6335.0,9366.0,43274.0,31549.0,371287.0,89754,41986,88725,265216,321951,2155447 -2021-02-28,14637.0,6419.0,9513.0,44037.0,32018.0,377230.0,89754,41986,88725,265216,321951,2155447 -2021-03-01,14798.0,6503.0,9632.0,44562.0,32452.0,382333.0,89754,41986,88725,265216,321951,2155447 -2021-03-02,14980.0,6594.0,9765.0,45143.0,32851.0,387814.0,89754,41986,88725,265216,321951,2155447 -2021-03-03,15274.0,6706.0,9982.0,46193.0,33635.0,398398.0,89754,41986,88725,265216,321951,2155447 -2021-03-04,15589.0,6860.0,10234.0,47453.0,34517.0,410907.0,89754,41986,88725,265216,321951,2155447 -2021-03-05,15946.0,7049.0,10528.0,48902.0,35560.0,425173.0,89754,41986,88725,265216,321951,2155447 -2021-03-06,16317.0,7224.0,10857.0,50309.0,36687.0,441938.0,89754,41986,88725,265216,321951,2155447 -2021-03-07,16464.0,7301.0,10962.0,50876.0,36974.0,446152.0,89754,41986,88725,265216,321951,2155447 -2021-03-08,16597.0,7364.0,11046.0,51373.0,37261.0,450380.0,89754,41986,88725,265216,321951,2155447 -2021-03-09,16786.0,7455.0,11207.0,52073.0,37646.0,455749.0,89754,41986,88725,265216,321951,2155447 -2021-03-10,17003.0,7567.0,11389.0,52857.0,38164.0,462826.0,89754,41986,88725,265216,321951,2155447 -2021-03-11,17227.0,7679.0,11543.0,53522.0,38619.0,468265.0,89754,41986,88725,265216,321951,2155447 -2021-03-12,17570.0,7840.0,11816.0,54642.0,39501.0,479598.0,89754,41986,88725,265216,321951,2155447 -2021-03-13,17948.0,8071.0,12173.0,56287.0,40768.0,496769.0,89754,41986,88725,265216,321951,2155447 -2021-03-14,18116.0,8162.0,12362.0,57148.0,41335.0,504273.0,89754,41986,88725,265216,321951,2155447 -2021-03-15,18347.0,8281.0,12600.0,58198.0,42133.0,514157.0,89754,41986,88725,265216,321951,2155447 -2021-03-16,18620.0,8449.0,12922.0,59381.0,43302.0,526561.0,89754,41986,88725,265216,321951,2155447 -2021-03-17,18984.0,8645.0,13300.0,61285.0,44611.0,539854.0,89754,41986,88725,265216,321951,2155447 -2021-03-18,19348.0,8855.0,13664.0,62811.0,46186.0,555758.0,89754,41986,88725,265216,321951,2155447 -2021-03-19,19817.0,9149.0,14189.0,64869.0,48202.0,575008.0,89754,41986,88725,265216,321951,2155447 -2021-03-20,20419.0,9527.0,14805.0,67165.0,51380.0,604023.0,89754,41986,88725,265216,321951,2155447 -2021-03-21,20685.0,9737.0,15162.0,68495.0,52948.0,617666.0,89754,41986,88725,265216,321951,2155447 -2021-03-22,20916.0,9912.0,15449.0,69874.0,54138.0,629349.0,89754,41986,88725,265216,321951,2155447 -2021-03-23,21287.0,10080.0,15820.0,71428.0,55671.0,643293.0,89754,41986,88725,265216,321951,2155447 -2021-03-24,21602.0,10318.0,16219.0,73234.0,57470.0,660261.0,89754,41986,88725,265216,321951,2155447 -2021-03-25,22113.0,10598.0,16723.0,75516.0,59962.0,681436.0,89754,41986,88725,265216,321951,2155447 -2021-03-26,22659.0,10941.0,17332.0,78456.0,63343.0,708666.0,89754,41986,88725,265216,321951,2155447 -2021-03-27,23541.0,11508.0,18368.0,82138.0,69055.0,753739.0,89754,41986,88725,265216,321951,2155447 -2021-03-28,23975.0,11767.0,18942.0,84434.0,72114.0,777994.0,89754,41986,88725,265216,321951,2155447 -2021-03-29,24360.0,11970.0,19369.0,86135.0,74305.0,795193.0,89754,41986,88725,265216,321951,2155447 -2021-03-30,24745.0,12201.0,19866.0,87808.0,76734.0,813939.0,89754,41986,88725,265216,321951,2155447 -2021-03-31,25277.0,12474.0,20433.0,89880.0,78995.0,831985.0,89754,41986,88725,265216,321951,2155447 -2021-04-01,25648.0,12670.0,20839.0,91392.0,80850.0,846531.0,89754,41986,88725,265216,321951,2155447 -2021-04-02,25816.0,12761.0,21063.0,92092.0,81788.0,853706.0,89754,41986,88725,265216,321951,2155447 -2021-04-03,25970.0,12838.0,21196.0,92694.0,82649.0,860636.0,89754,41986,88725,265216,321951,2155447 -2021-04-04,26040.0,12894.0,21273.0,93058.0,83069.0,863905.0,89754,41986,88725,265216,321951,2155447 -2021-04-05,26082.0,12922.0,21329.0,93219.0,83251.0,865725.0,89754,41986,88725,265216,321951,2155447 -2021-04-06,26236.0,13013.0,21525.0,93961.0,84168.0,872186.0,89754,41986,88725,265216,321951,2155447 -2021-04-07,26411.0,13111.0,21763.0,94836.0,85169.0,879606.0,89754,41986,88725,265216,321951,2155447 -2021-04-08,26551.0,13195.0,21910.0,95571.0,85939.0,885913.0,89754,41986,88725,265216,321951,2155447 -2021-04-09,26754.0,13300.0,22106.0,96488.0,86982.0,893949.0,89754,41986,88725,265216,321951,2155447 -2021-04-10,26964.0,13454.0,22337.0,97335.0,88368.0,905625.0,89754,41986,88725,265216,321951,2155447 -2021-04-11,27083.0,13545.0,22491.0,97846.0,89145.0,911428.0,89754,41986,88725,265216,321951,2155447 -2021-04-12,27181.0,13587.0,22582.0,98245.0,89390.0,913850.0,89754,41986,88725,265216,321951,2155447 -2021-04-13,27307.0,13678.0,22757.0,98924.0,90475.0,921445.0,89754,41986,88725,265216,321951,2155447 -2021-04-14,27643.0,13895.0,23310.0,100016.0,92743.0,939008.0,89754,41986,88725,265216,321951,2155447 -2021-04-15,28021.0,14196.0,24010.0,101633.0,96439.0,964103.0,89754,41986,88725,265216,321951,2155447 -2021-04-16,28441.0,14490.0,24668.0,102991.0,100058.0,990535.0,89754,41986,88725,265216,321951,2155447 -2021-04-17,28980.0,14847.0,25550.0,105322.0,104342.0,1020628.0,89754,41986,88725,265216,321951,2155447 -2021-04-18,29295.0,15064.0,26061.0,106680.0,107002.0,1039122.0,89754,41986,88725,265216,321951,2155447 -2021-04-19,29589.0,15337.0,26628.0,107821.0,109781.0,1059317.0,89754,41986,88725,265216,321951,2155447 -2021-04-20,29967.0,15554.0,27188.0,109130.0,112385.0,1077692.0,89754,41986,88725,265216,321951,2155447 -2021-04-21,30415.0,15841.0,27867.0,110733.0,115318.0,1099147.0,89754,41986,88725,265216,321951,2155447 -2021-04-22,30821.0,16156.0,28539.0,112105.0,118860.0,1122849.0,89754,41986,88725,265216,321951,2155447 -2021-04-23,31304.0,16422.0,29162.0,113785.0,122178.0,1145634.0,89754,41986,88725,265216,321951,2155447 -2021-04-24,32088.0,16786.0,30009.0,116319.0,126609.0,1176749.0,89754,41986,88725,265216,321951,2155447 -2021-04-25,32368.0,16989.0,30499.0,117390.0,128898.0,1191764.0,89754,41986,88725,265216,321951,2155447 -2021-04-26,32718.0,17206.0,31038.0,118433.0,130767.0,1205295.0,89754,41986,88725,265216,321951,2155447 -2021-04-27,33194.0,17521.0,31738.0,120141.0,133490.0,1226988.0,89754,41986,88725,265216,321951,2155447 -2021-04-28,33635.0,17843.0,32578.0,121926.0,136598.0,1250102.0,89754,41986,88725,265216,321951,2155447 -2021-04-29,34195.0,18221.0,33432.0,123830.0,140084.0,1274987.0,89754,41986,88725,265216,321951,2155447 -2021-04-30,34846.0,18585.0,34237.0,126154.0,143780.0,1299683.0,89754,41986,88725,265216,321951,2155447 -2021-05-01,35511.0,18984.0,35168.0,128968.0,147924.0,1327837.0,89754,41986,88725,265216,321951,2155447 -2021-05-02,35889.0,19257.0,35854.0,130886.0,150479.0,1344994.0,89754,41986,88725,265216,321951,2155447 -2021-05-03,36169.0,19467.0,36365.0,132272.0,152572.0,1359974.0,89754,41986,88725,265216,321951,2155447 -2021-05-04,36610.0,19817.0,37191.0,134099.0,155904.0,1384453.0,89754,41986,88725,265216,321951,2155447 -2021-05-05,37100.0,20153.0,38066.0,136080.0,159390.0,1409030.0,89754,41986,88725,265216,321951,2155447 -2021-05-06,37590.0,20496.0,38927.0,138411.0,162393.0,1430625.0,89754,41986,88725,265216,321951,2155447 -2021-05-07,38241.0,20853.0,39802.0,140686.0,166033.0,1455888.0,89754,41986,88725,265216,321951,2155447 -2021-05-08,38983.0,21336.0,40915.0,143430.0,170982.0,1489019.0,89754,41986,88725,265216,321951,2155447 -2021-05-09,39417.0,21609.0,41594.0,145026.0,173572.0,1506393.0,89754,41986,88725,265216,321951,2155447 -2021-05-10,39781.0,21896.0,42266.0,146594.0,175980.0,1522934.0,89754,41986,88725,265216,321951,2155447 -2021-05-11,40222.0,22148.0,42931.0,148309.0,178388.0,1539118.0,89754,41986,88725,265216,321951,2155447 -2021-05-12,40719.0,22414.0,43582.0,150052.0,180887.0,1555771.0,89754,41986,88725,265216,321951,2155447 -2021-05-13,41293.0,22715.0,44331.0,152033.0,183701.0,1574356.0,89754,41986,88725,265216,321951,2155447 -2021-05-14,42042.0,23079.0,45122.0,154700.0,186585.0,1594110.0,89754,41986,88725,265216,321951,2155447 -2021-05-15,42917.0,23499.0,46046.0,158340.0,190267.0,1616244.0,89754,41986,88725,265216,321951,2155447 -2021-05-16,43351.0,23695.0,46543.0,160188.0,192073.0,1626905.0,89754,41986,88725,265216,321951,2155447 -2021-05-17,43715.0,23898.0,47068.0,161903.0,193375.0,1634353.0,89754,41986,88725,265216,321951,2155447 -2021-05-18,44093.0,24087.0,47572.0,163863.0,194845.0,1643131.0,89754,41986,88725,265216,321951,2155447 -2021-05-19,44576.0,24339.0,48146.0,166502.0,196763.0,1654443.0,89754,41986,88725,265216,321951,2155447 -2021-05-20,45087.0,24570.0,48664.0,168623.0,198492.0,1664250.0,89754,41986,88725,265216,321951,2155447 -2021-05-21,45563.0,24766.0,49070.0,170373.0,200067.0,1672965.0,89754,41986,88725,265216,321951,2155447 -2021-05-22,46053.0,24948.0,49574.0,172431.0,201964.0,1683283.0,89754,41986,88725,265216,321951,2155447 -2021-05-23,46333.0,25046.0,49896.0,173481.0,202790.0,1687714.0,89754,41986,88725,265216,321951,2155447 -2021-05-24,46550.0,25137.0,50148.0,174426.0,203490.0,1691529.0,89754,41986,88725,265216,321951,2155447 -2021-05-25,46767.0,25235.0,50428.0,175616.0,204309.0,1696065.0,89754,41986,88725,265216,321951,2155447 -2021-05-26,47082.0,25361.0,50736.0,176848.0,205219.0,1700706.0,89754,41986,88725,265216,321951,2155447 -2021-05-27,47425.0,25487.0,51009.0,178227.0,206066.0,1705403.0,89754,41986,88725,265216,321951,2155447 -2021-05-28,47789.0,25606.0,51282.0,179529.0,206843.0,1709365.0,89754,41986,88725,265216,321951,2155447 -2021-05-29,48118.0,25718.0,51555.0,180929.0,207543.0,1713159.0,89754,41986,88725,265216,321951,2155447 -2021-05-30,48300.0,25774.0,51737.0,181699.0,207970.0,1715070.0,89754,41986,88725,265216,321951,2155447 -2021-05-31,48405.0,25816.0,51856.0,182175.0,208194.0,1716169.0,89754,41986,88725,265216,321951,2155447 -2021-06-01,48524.0,25879.0,51989.0,182721.0,208502.0,1717786.0,89754,41986,88725,265216,321951,2155447 -2021-06-02,48713.0,25949.0,52143.0,183386.0,208873.0,1719830.0,89754,41986,88725,265216,321951,2155447 -2021-06-03,48867.0,26005.0,52304.0,184079.0,209237.0,1721797.0,89754,41986,88725,265216,321951,2155447 -2021-06-04,49035.0,26061.0,52451.0,184625.0,209594.0,1723792.0,89754,41986,88725,265216,321951,2155447 -2021-06-05,49245.0,26138.0,52605.0,185465.0,210112.0,1726494.0,89754,41986,88725,265216,321951,2155447 -2021-06-06,49371.0,26180.0,52731.0,186039.0,210371.0,1727950.0,89754,41986,88725,265216,321951,2155447 -2021-06-07,49504.0,26222.0,52864.0,186508.0,210623.0,1729322.0,89754,41986,88725,265216,321951,2155447 -2021-06-08,49637.0,26264.0,53004.0,186949.0,210903.0,1730680.0,89754,41986,88725,265216,321951,2155447 -2021-06-09,49826.0,26334.0,53158.0,187509.0,211232.0,1732493.0,89754,41986,88725,265216,321951,2155447 -2021-06-10,50015.0,26383.0,53298.0,188048.0,211533.0,1734243.0,89754,41986,88725,265216,321951,2155447 -2021-06-11,50218.0,26453.0,53452.0,188552.0,211890.0,1736238.0,89754,41986,88725,265216,321951,2155447 -2021-06-12,50435.0,26523.0,53613.0,189154.0,212331.0,1738555.0,89754,41986,88725,265216,321951,2155447 -2021-06-13,50540.0,26558.0,53704.0,189476.0,212569.0,1739829.0,89754,41986,88725,265216,321951,2155447 -2021-06-14,50631.0,26600.0,53809.0,189777.0,212758.0,1740921.0,89754,41986,88725,265216,321951,2155447 -2021-06-15,50750.0,26649.0,53935.0,190141.0,213017.0,1742300.0,89754,41986,88725,265216,321951,2155447 -2021-06-16,50883.0,26691.0,54054.0,190568.0,213283.0,1743854.0,89754,41986,88725,265216,321951,2155447 -2021-06-17,51002.0,26740.0,54159.0,190995.0,213563.0,1745506.0,89754,41986,88725,265216,321951,2155447 -2021-06-18,51170.0,26796.0,54292.0,191422.0,213857.0,1747179.0,89754,41986,88725,265216,321951,2155447 -2021-06-19,51373.0,26859.0,54453.0,192017.0,214263.0,1749419.0,89754,41986,88725,265216,321951,2155447 -2021-06-20,51464.0,26901.0,54509.0,192276.0,214445.0,1750294.0,89754,41986,88725,265216,321951,2155447 -2021-06-21,51555.0,26936.0,54600.0,192500.0,214592.0,1751260.0,89754,41986,88725,265216,321951,2155447 -2021-06-22,51681.0,26971.0,54705.0,192801.0,214795.0,1752429.0,89754,41986,88725,265216,321951,2155447 -2021-06-23,51821.0,27006.0,54796.0,193088.0,214998.0,1753675.0,89754,41986,88725,265216,321951,2155447 -2021-06-24,51975.0,27048.0,54901.0,193375.0,215222.0,1755040.0,89754,41986,88725,265216,321951,2155447 -2021-06-25,52115.0,27111.0,54992.0,193669.0,215495.0,1756538.0,89754,41986,88725,265216,321951,2155447 -2021-06-26,52332.0,27195.0,55153.0,194152.0,215922.0,1758743.0,89754,41986,88725,265216,321951,2155447 -2021-06-27,52465.0,27237.0,55265.0,194411.0,216132.0,1759919.0,89754,41986,88725,265216,321951,2155447 -2021-06-28,52549.0,27272.0,55342.0,194607.0,216272.0,1760696.0,89754,41986,88725,265216,321951,2155447 -2021-06-29,52640.0,27300.0,55412.0,194824.0,216419.0,1761669.0,89754,41986,88725,265216,321951,2155447 -2021-06-30,52745.0,27335.0,55489.0,195097.0,216622.0,1762810.0,89754,41986,88725,265216,321951,2155447 -2021-07-01,52850.0,27370.0,55580.0,195321.0,216825.0,1763958.0,89754,41986,88725,265216,321951,2155447 -2021-07-02,52969.0,27412.0,55650.0,195552.0,217007.0,1765043.0,89754,41986,88725,265216,321951,2155447 -2021-07-03,53123.0,27454.0,55755.0,195839.0,217266.0,1766436.0,89754,41986,88725,265216,321951,2155447 -2021-07-04,53193.0,27475.0,55811.0,195979.0,217392.0,1767066.0,89754,41986,88725,265216,321951,2155447 -2021-07-05,53256.0,27496.0,55881.0,196147.0,217504.0,1767731.0,89754,41986,88725,265216,321951,2155447 -2021-07-06,53340.0,27524.0,55951.0,196336.0,217651.0,1768564.0,89754,41986,88725,265216,321951,2155447 -2021-07-07,53438.0,27559.0,56035.0,196581.0,217826.0,1769551.0,89754,41986,88725,265216,321951,2155447 -2021-07-08,53543.0,27594.0,56112.0,196805.0,218001.0,1770622.0,89754,41986,88725,265216,321951,2155447 -2021-07-09,53655.0,27643.0,56203.0,197071.0,218190.0,1771700.0,89754,41986,88725,265216,321951,2155447 -2021-07-10,53802.0,27678.0,56308.0,197372.0,218449.0,1773100.0,89754,41986,88725,265216,321951,2155447 -2021-07-11,53865.0,27699.0,56364.0,197512.0,218547.0,1773716.0,89754,41986,88725,265216,321951,2155447 -2021-07-12,53921.0,27720.0,56434.0,197652.0,218659.0,1774276.0,89754,41986,88725,265216,321951,2155447 -2021-07-13,53984.0,27755.0,56490.0,197799.0,218771.0,1774927.0,89754,41986,88725,265216,321951,2155447 -2021-07-14,54068.0,27776.0,56574.0,197974.0,218925.0,1775711.0,89754,41986,88725,265216,321951,2155447 -2021-07-15,54159.0,27811.0,56644.0,198156.0,219093.0,1776614.0,89754,41986,88725,265216,321951,2155447 -2021-07-16,54271.0,27846.0,56721.0,198331.0,219247.0,1777608.0,89754,41986,88725,265216,321951,2155447 -2021-07-17,54390.0,27874.0,56812.0,198527.0,219478.0,1778917.0,89754,41986,88725,265216,321951,2155447 -2021-07-18,54439.0,27895.0,56868.0,198639.0,219569.0,1779512.0,89754,41986,88725,265216,321951,2155447 -2021-07-19,54509.0,27916.0,56917.0,198730.0,219688.0,1780100.0,89754,41986,88725,265216,321951,2155447 -2021-07-20,54572.0,27930.0,56945.0,198807.0,219779.0,1780744.0,89754,41986,88725,265216,321951,2155447 -2021-07-21,54642.0,27965.0,57008.0,198905.0,219940.0,1781493.0,89754,41986,88725,265216,321951,2155447 -2021-07-22,54712.0,27986.0,57057.0,199031.0,220045.0,1782228.0,89754,41986,88725,265216,321951,2155447 -2021-07-23,54782.0,28014.0,57120.0,199164.0,220199.0,1782935.0,89754,41986,88725,265216,321951,2155447 -2021-07-24,54859.0,28049.0,57176.0,199332.0,220360.0,1783831.0,89754,41986,88725,265216,321951,2155447 -2021-07-25,54894.0,28063.0,57232.0,199437.0,220451.0,1784265.0,89754,41986,88725,265216,321951,2155447 -2021-07-26,54950.0,28077.0,57267.0,199528.0,220528.0,1784678.0,89754,41986,88725,265216,321951,2155447 -2021-07-27,55006.0,28098.0,57309.0,199633.0,220619.0,1785154.0,89754,41986,88725,265216,321951,2155447 -2021-07-28,55069.0,28112.0,57365.0,199759.0,220717.0,1785742.0,89754,41986,88725,265216,321951,2155447 -2021-07-29,55160.0,28140.0,57407.0,199885.0,220801.0,1786281.0,89754,41986,88725,265216,321951,2155447 -2021-07-30,55230.0,28154.0,57449.0,200025.0,220885.0,1786813.0,89754,41986,88725,265216,321951,2155447 -2021-07-31,55314.0,28175.0,57498.0,200172.0,220997.0,1787527.0,89754,41986,88725,265216,321951,2155447 -2021-08-01,55356.0,28189.0,57512.0,200256.0,221060.0,1787856.0,89754,41986,88725,265216,321951,2155447 -2021-08-02,55433.0,28210.0,57554.0,200368.0,221130.0,1788220.0,89754,41986,88725,265216,321951,2155447 -2021-08-03,55482.0,28231.0,57610.0,200487.0,221207.0,1788598.0,89754,41986,88725,265216,321951,2155447 -2021-08-04,55545.0,28245.0,57645.0,200606.0,221291.0,1789032.0,89754,41986,88725,265216,321951,2155447 -2021-08-05,55594.0,28266.0,57694.0,200732.0,221368.0,1789480.0,89754,41986,88725,265216,321951,2155447 -2021-08-06,55671.0,28287.0,57750.0,200865.0,221445.0,1789970.0,89754,41986,88725,265216,321951,2155447 -2021-08-07,55734.0,28308.0,57785.0,201019.0,221550.0,1790586.0,89754,41986,88725,265216,321951,2155447 -2021-08-08,55769.0,28322.0,57806.0,201089.0,221613.0,1790866.0,89754,41986,88725,265216,321951,2155447 -2021-08-09,55804.0,28336.0,57841.0,201215.0,221669.0,1791188.0,89754,41986,88725,265216,321951,2155447 -2021-08-10,55860.0,28357.0,57869.0,201306.0,221732.0,1791587.0,89754,41986,88725,265216,321951,2155447 -2021-08-11,55930.0,28371.0,57911.0,201439.0,221816.0,1792056.0,89754,41986,88725,265216,321951,2155447 -2021-08-12,55993.0,28392.0,57939.0,201565.0,221900.0,1792525.0,89754,41986,88725,265216,321951,2155447 -2021-08-13,56042.0,28406.0,57967.0,201656.0,221963.0,1792910.0,89754,41986,88725,265216,321951,2155447 -2021-08-14,56091.0,28420.0,58009.0,201761.0,222040.0,1793400.0,89754,41986,88725,265216,321951,2155447 -2021-08-15,56119.0,28427.0,58037.0,201817.0,222089.0,1793659.0,89754,41986,88725,265216,321951,2155447 -2021-08-16,56168.0,28441.0,58072.0,201901.0,222138.0,1793932.0,89754,41986,88725,265216,321951,2155447 -2021-08-17,56217.0,28448.0,58100.0,201978.0,222194.0,1794254.0,89754,41986,88725,265216,321951,2155447 -2021-08-18,56280.0,28462.0,58135.0,202062.0,222257.0,1794576.0,89754,41986,88725,265216,321951,2155447 -2021-08-19,56287.0,28462.0,58142.0,202069.0,222264.0,1794590.0,89754,41986,88725,265216,321951,2155447 +2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,89859,42007,88963,265475,321832,2156504 +2020-12-02,0.0,0.0,0.0,0.0,0.0,0.0,89859,42007,88963,265475,321832,2156504 +2020-12-03,0.0,0.0,0.0,0.0,0.0,7.0,89859,42007,88963,265475,321832,2156504 +2020-12-04,0.0,0.0,0.0,0.0,0.0,7.0,89859,42007,88963,265475,321832,2156504 +2020-12-07,0.0,0.0,0.0,0.0,0.0,14.0,89859,42007,88963,265475,321832,2156504 +2020-12-08,7.0,0.0,7.0,49.0,21.0,266.0,89859,42007,88963,265475,321832,2156504 +2020-12-09,28.0,21.0,28.0,140.0,56.0,658.0,89859,42007,88963,265475,321832,2156504 +2020-12-10,42.0,28.0,56.0,217.0,91.0,1099.0,89859,42007,88963,265475,321832,2156504 +2020-12-11,56.0,42.0,70.0,322.0,133.0,1554.0,89859,42007,88963,265475,321832,2156504 +2020-12-12,77.0,49.0,91.0,427.0,189.0,2079.0,89859,42007,88963,265475,321832,2156504 +2020-12-13,91.0,56.0,105.0,490.0,231.0,2436.0,89859,42007,88963,265475,321832,2156504 +2020-12-14,98.0,70.0,133.0,595.0,287.0,2884.0,89859,42007,88963,265475,321832,2156504 +2020-12-15,119.0,77.0,175.0,784.0,385.0,3689.0,89859,42007,88963,265475,321832,2156504 +2020-12-16,147.0,98.0,210.0,973.0,476.0,4648.0,89859,42007,88963,265475,321832,2156504 +2020-12-17,189.0,126.0,266.0,1204.0,609.0,5796.0,89859,42007,88963,265475,321832,2156504 +2020-12-18,217.0,147.0,301.0,1470.0,742.0,6944.0,89859,42007,88963,265475,321832,2156504 +2020-12-19,238.0,161.0,329.0,1715.0,826.0,7882.0,89859,42007,88963,265475,321832,2156504 +2020-12-20,273.0,189.0,371.0,2016.0,959.0,9226.0,89859,42007,88963,265475,321832,2156504 +2020-12-21,315.0,217.0,434.0,2345.0,1120.0,10941.0,89859,42007,88963,265475,321832,2156504 +2020-12-22,357.0,245.0,497.0,2660.0,1260.0,12376.0,89859,42007,88963,265475,321832,2156504 +2020-12-23,413.0,287.0,602.0,3101.0,1449.0,14266.0,89859,42007,88963,265475,321832,2156504 +2020-12-24,427.0,308.0,651.0,3332.0,1533.0,15211.0,89859,42007,88963,265475,321832,2156504 +2020-12-25,427.0,308.0,651.0,3339.0,1533.0,15211.0,89859,42007,88963,265475,321832,2156504 +2020-12-26,427.0,308.0,651.0,3360.0,1540.0,15246.0,89859,42007,88963,265475,321832,2156504 +2020-12-27,441.0,329.0,665.0,3409.0,1575.0,15575.0,89859,42007,88963,265475,321832,2156504 +2020-12-28,448.0,336.0,686.0,3528.0,1617.0,16072.0,89859,42007,88963,265475,321832,2156504 +2020-12-29,490.0,371.0,756.0,3822.0,1750.0,17381.0,89859,42007,88963,265475,321832,2156504 +2020-12-30,581.0,434.0,910.0,4466.0,2044.0,20398.0,89859,42007,88963,265475,321832,2156504 +2020-12-31,672.0,504.0,1043.0,5047.0,2352.0,23408.0,89859,42007,88963,265475,321832,2156504 +2021-01-01,707.0,518.0,1071.0,5208.0,2422.0,24171.0,89859,42007,88963,265475,321832,2156504 +2021-01-02,735.0,546.0,1120.0,5404.0,2534.0,25144.0,89859,42007,88963,265475,321832,2156504 +2021-01-03,763.0,560.0,1176.0,5551.0,2618.0,26026.0,89859,42007,88963,265475,321832,2156504 +2021-01-04,819.0,595.0,1253.0,5845.0,2737.0,27503.0,89859,42007,88963,265475,321832,2156504 +2021-01-05,903.0,658.0,1365.0,6398.0,2996.0,30191.0,89859,42007,88963,265475,321832,2156504 +2021-01-06,1043.0,735.0,1526.0,6993.0,3339.0,33922.0,89859,42007,88963,265475,321832,2156504 +2021-01-07,1211.0,826.0,1722.0,7847.0,3836.0,39515.0,89859,42007,88963,265475,321832,2156504 +2021-01-08,1414.0,945.0,1911.0,8701.0,4417.0,45395.0,89859,42007,88963,265475,321832,2156504 +2021-01-09,1596.0,1036.0,2058.0,9380.0,4893.0,50778.0,89859,42007,88963,265475,321832,2156504 +2021-01-10,1694.0,1092.0,2170.0,9898.0,5173.0,54138.0,89859,42007,88963,265475,321832,2156504 +2021-01-11,1855.0,1176.0,2317.0,10458.0,5572.0,59143.0,89859,42007,88963,265475,321832,2156504 +2021-01-12,2086.0,1309.0,2499.0,11186.0,6181.0,65303.0,89859,42007,88963,265475,321832,2156504 +2021-01-13,2345.0,1449.0,2660.0,11935.0,6811.0,72009.0,89859,42007,88963,265475,321832,2156504 +2021-01-14,2660.0,1568.0,2884.0,12782.0,7532.0,79212.0,89859,42007,88963,265475,321832,2156504 +2021-01-15,2989.0,1715.0,3094.0,13636.0,8330.0,87570.0,89859,42007,88963,265475,321832,2156504 +2021-01-16,3276.0,1848.0,3290.0,14385.0,8995.0,94794.0,89859,42007,88963,265475,321832,2156504 +2021-01-17,3479.0,1932.0,3423.0,14924.0,9499.0,99862.0,89859,42007,88963,265475,321832,2156504 +2021-01-18,3780.0,2044.0,3577.0,15533.0,10059.0,105588.0,89859,42007,88963,265475,321832,2156504 +2021-01-19,4088.0,2163.0,3745.0,16254.0,10710.0,112126.0,89859,42007,88963,265475,321832,2156504 +2021-01-20,4466.0,2261.0,3934.0,16996.0,11389.0,119357.0,89859,42007,88963,265475,321832,2156504 +2021-01-21,4858.0,2401.0,4102.0,17745.0,12089.0,126700.0,89859,42007,88963,265475,321832,2156504 +2021-01-22,5264.0,2562.0,4270.0,18522.0,12887.0,134890.0,89859,42007,88963,265475,321832,2156504 +2021-01-23,5558.0,2674.0,4445.0,19159.0,13482.0,141505.0,89859,42007,88963,265475,321832,2156504 +2021-01-24,5726.0,2751.0,4536.0,19544.0,13881.0,145509.0,89859,42007,88963,265475,321832,2156504 +2021-01-25,5999.0,2835.0,4634.0,19978.0,14343.0,150444.0,89859,42007,88963,265475,321832,2156504 +2021-01-26,6293.0,2940.0,4760.0,20475.0,14882.0,156205.0,89859,42007,88963,265475,321832,2156504 +2021-01-27,6601.0,3052.0,4865.0,20965.0,15372.0,161378.0,89859,42007,88963,265475,321832,2156504 +2021-01-28,6895.0,3143.0,4991.0,21434.0,15883.0,166852.0,89859,42007,88963,265475,321832,2156504 +2021-01-29,7189.0,3248.0,5110.0,22022.0,16408.0,172655.0,89859,42007,88963,265475,321832,2156504 +2021-01-30,7392.0,3325.0,5201.0,22498.0,16870.0,177366.0,89859,42007,88963,265475,321832,2156504 +2021-01-31,7574.0,3402.0,5271.0,22904.0,17241.0,180943.0,89859,42007,88963,265475,321832,2156504 +2021-02-01,7819.0,3465.0,5348.0,23226.0,17556.0,184401.0,89859,42007,88963,265475,321832,2156504 +2021-02-02,8043.0,3542.0,5418.0,23611.0,17913.0,187936.0,89859,42007,88963,265475,321832,2156504 +2021-02-03,8274.0,3619.0,5509.0,24045.0,18256.0,191786.0,89859,42007,88963,265475,321832,2156504 +2021-02-04,8561.0,3703.0,5614.0,24584.0,18655.0,196112.0,89859,42007,88963,265475,321832,2156504 +2021-02-05,8841.0,3801.0,5719.0,25123.0,19019.0,200319.0,89859,42007,88963,265475,321832,2156504 +2021-02-06,9009.0,3864.0,5810.0,25550.0,19341.0,204148.0,89859,42007,88963,265475,321832,2156504 +2021-02-07,9135.0,3906.0,5852.0,25795.0,19565.0,206409.0,89859,42007,88963,265475,321832,2156504 +2021-02-08,9331.0,3948.0,5901.0,26068.0,19789.0,208600.0,89859,42007,88963,265475,321832,2156504 +2021-02-09,9534.0,4018.0,5978.0,26467.0,20076.0,211456.0,89859,42007,88963,265475,321832,2156504 +2021-02-10,9765.0,4081.0,6083.0,26901.0,20384.0,214655.0,89859,42007,88963,265475,321832,2156504 +2021-02-11,10045.0,4158.0,6188.0,27461.0,20741.0,218722.0,89859,42007,88963,265475,321832,2156504 +2021-02-12,10360.0,4277.0,6328.0,28098.0,21189.0,223846.0,89859,42007,88963,265475,321832,2156504 +2021-02-13,10605.0,4354.0,6461.0,28721.0,21658.0,229285.0,89859,42007,88963,265475,321832,2156504 +2021-02-14,10745.0,4403.0,6538.0,29141.0,21938.0,232456.0,89859,42007,88963,265475,321832,2156504 +2021-02-15,10927.0,4452.0,6608.0,29617.0,22246.0,236152.0,89859,42007,88963,265475,321832,2156504 +2021-02-16,11179.0,4571.0,6790.0,30471.0,22687.0,243166.0,89859,42007,88963,265475,321832,2156504 +2021-02-17,11452.0,4739.0,7021.0,31514.0,23422.0,254380.0,89859,42007,88963,265475,321832,2156504 +2021-02-18,11760.0,4893.0,7238.0,32795.0,24220.0,266000.0,89859,42007,88963,265475,321832,2156504 +2021-02-19,12033.0,5033.0,7455.0,33873.0,24927.0,276332.0,89859,42007,88963,265475,321832,2156504 +2021-02-20,12271.0,5173.0,7630.0,34895.0,25606.0,287049.0,89859,42007,88963,265475,321832,2156504 +2021-02-21,12418.0,5236.0,7749.0,35532.0,25984.0,291354.0,89859,42007,88963,265475,321832,2156504 +2021-02-22,12614.0,5320.0,7861.0,36232.0,26348.0,296247.0,89859,42007,88963,265475,321832,2156504 +2021-02-23,12915.0,5481.0,8092.0,37226.0,27076.0,307937.0,89859,42007,88963,265475,321832,2156504 +2021-02-24,13272.0,5677.0,8421.0,38619.0,28168.0,323183.0,89859,42007,88963,265475,321832,2156504 +2021-02-25,13692.0,5922.0,8750.0,40334.0,29253.0,339542.0,89859,42007,88963,265475,321832,2156504 +2021-02-26,14098.0,6167.0,9100.0,41874.0,30415.0,357105.0,89859,42007,88963,265475,321832,2156504 +2021-02-27,14448.0,6342.0,9373.0,43302.0,31507.0,371259.0,89859,42007,88963,265475,321832,2156504 +2021-02-28,14644.0,6426.0,9513.0,44058.0,31983.0,377202.0,89859,42007,88963,265475,321832,2156504 +2021-03-01,14798.0,6510.0,9632.0,44583.0,32410.0,382312.0,89859,42007,88963,265475,321832,2156504 +2021-03-02,14987.0,6601.0,9765.0,45164.0,32816.0,387779.0,89859,42007,88963,265475,321832,2156504 +2021-03-03,15281.0,6713.0,9982.0,46221.0,33600.0,398363.0,89859,42007,88963,265475,321832,2156504 +2021-03-04,15589.0,6867.0,10234.0,47481.0,34482.0,410907.0,89859,42007,88963,265475,321832,2156504 +2021-03-05,15946.0,7056.0,10535.0,48923.0,35518.0,425173.0,89859,42007,88963,265475,321832,2156504 +2021-03-06,16317.0,7238.0,10864.0,50337.0,36652.0,441924.0,89859,42007,88963,265475,321832,2156504 +2021-03-07,16464.0,7315.0,10962.0,50897.0,36932.0,446152.0,89859,42007,88963,265475,321832,2156504 +2021-03-08,16604.0,7371.0,11046.0,51401.0,37219.0,450373.0,89859,42007,88963,265475,321832,2156504 +2021-03-09,16793.0,7462.0,11214.0,52094.0,37611.0,455742.0,89859,42007,88963,265475,321832,2156504 +2021-03-10,17010.0,7574.0,11389.0,52885.0,38122.0,462812.0,89859,42007,88963,265475,321832,2156504 +2021-03-11,17241.0,7686.0,11543.0,53550.0,38570.0,468258.0,89859,42007,88963,265475,321832,2156504 +2021-03-12,17584.0,7847.0,11816.0,54670.0,39459.0,479591.0,89859,42007,88963,265475,321832,2156504 +2021-03-13,17955.0,8078.0,12180.0,56315.0,40726.0,496762.0,89859,42007,88963,265475,321832,2156504 +2021-03-14,18123.0,8169.0,12362.0,57176.0,41293.0,504294.0,89859,42007,88963,265475,321832,2156504 +2021-03-15,18361.0,8288.0,12600.0,58233.0,42091.0,514185.0,89859,42007,88963,265475,321832,2156504 +2021-03-16,18634.0,8456.0,12922.0,59416.0,43267.0,526603.0,89859,42007,88963,265475,321832,2156504 +2021-03-17,18998.0,8652.0,13307.0,61320.0,44569.0,539896.0,89859,42007,88963,265475,321832,2156504 +2021-03-18,19362.0,8862.0,13671.0,62846.0,46144.0,555800.0,89859,42007,88963,265475,321832,2156504 +2021-03-19,19831.0,9156.0,14189.0,64897.0,48160.0,575043.0,89859,42007,88963,265475,321832,2156504 +2021-03-20,20433.0,9534.0,14805.0,67207.0,51331.0,604058.0,89859,42007,88963,265475,321832,2156504 +2021-03-21,20692.0,9744.0,15169.0,68530.0,52899.0,617708.0,89859,42007,88963,265475,321832,2156504 +2021-03-22,20923.0,9912.0,15456.0,69909.0,54089.0,629384.0,89859,42007,88963,265475,321832,2156504 +2021-03-23,21294.0,10087.0,15827.0,71470.0,55622.0,643328.0,89859,42007,88963,265475,321832,2156504 +2021-03-24,21609.0,10325.0,16226.0,73269.0,57421.0,660296.0,89859,42007,88963,265475,321832,2156504 +2021-03-25,22120.0,10605.0,16723.0,75558.0,59906.0,681464.0,89859,42007,88963,265475,321832,2156504 +2021-03-26,22666.0,10941.0,17339.0,78498.0,63280.0,708701.0,89859,42007,88963,265475,321832,2156504 +2021-03-27,23541.0,11508.0,18375.0,82180.0,68978.0,753767.0,89859,42007,88963,265475,321832,2156504 +2021-03-28,23982.0,11760.0,18949.0,84483.0,72058.0,778148.0,89859,42007,88963,265475,321832,2156504 +2021-03-29,24367.0,11970.0,19376.0,86191.0,74256.0,795494.0,89859,42007,88963,265475,321832,2156504 +2021-03-30,24759.0,12194.0,19873.0,87864.0,76685.0,814254.0,89859,42007,88963,265475,321832,2156504 +2021-03-31,25291.0,12467.0,20433.0,89943.0,78960.0,832356.0,89859,42007,88963,265475,321832,2156504 +2021-04-01,25655.0,12670.0,20839.0,91455.0,80815.0,846902.0,89859,42007,88963,265475,321832,2156504 +2021-04-02,25830.0,12761.0,21070.0,92155.0,81746.0,854077.0,89859,42007,88963,265475,321832,2156504 +2021-04-03,25977.0,12831.0,21196.0,92757.0,82614.0,861021.0,89859,42007,88963,265475,321832,2156504 +2021-04-04,26047.0,12880.0,21273.0,93128.0,83034.0,864290.0,89859,42007,88963,265475,321832,2156504 +2021-04-05,26089.0,12915.0,21329.0,93282.0,83216.0,866110.0,89859,42007,88963,265475,321832,2156504 +2021-04-06,26243.0,13006.0,21532.0,94031.0,84140.0,872606.0,89859,42007,88963,265475,321832,2156504 +2021-04-07,26425.0,13104.0,21770.0,94906.0,85141.0,880026.0,89859,42007,88963,265475,321832,2156504 +2021-04-08,26558.0,13188.0,21917.0,95641.0,85918.0,886319.0,89859,42007,88963,265475,321832,2156504 +2021-04-09,26768.0,13293.0,22113.0,96551.0,86961.0,894362.0,89859,42007,88963,265475,321832,2156504 +2021-04-10,26978.0,13447.0,22337.0,97398.0,88347.0,906045.0,89859,42007,88963,265475,321832,2156504 +2021-04-11,27097.0,13538.0,22498.0,97909.0,89124.0,911841.0,89859,42007,88963,265475,321832,2156504 +2021-04-12,27188.0,13580.0,22589.0,98308.0,89369.0,914263.0,89859,42007,88963,265475,321832,2156504 +2021-04-13,27314.0,13671.0,22771.0,98987.0,90447.0,921858.0,89859,42007,88963,265475,321832,2156504 +2021-04-14,27650.0,13895.0,23317.0,100086.0,92715.0,939414.0,89859,42007,88963,265475,321832,2156504 +2021-04-15,28028.0,14189.0,24017.0,101703.0,96404.0,964509.0,89859,42007,88963,265475,321832,2156504 +2021-04-16,28448.0,14483.0,24675.0,103068.0,100023.0,990948.0,89859,42007,88963,265475,321832,2156504 +2021-04-17,28994.0,14847.0,25557.0,105392.0,104300.0,1021020.0,89859,42007,88963,265475,321832,2156504 +2021-04-18,29302.0,15057.0,26068.0,106743.0,106960.0,1039514.0,89859,42007,88963,265475,321832,2156504 +2021-04-19,29603.0,15330.0,26635.0,107891.0,109739.0,1059709.0,89859,42007,88963,265475,321832,2156504 +2021-04-20,29974.0,15547.0,27188.0,109200.0,112336.0,1078084.0,89859,42007,88963,265475,321832,2156504 +2021-04-21,30429.0,15834.0,27874.0,110796.0,115262.0,1099532.0,89859,42007,88963,265475,321832,2156504 +2021-04-22,30835.0,16149.0,28539.0,112168.0,118804.0,1123234.0,89859,42007,88963,265475,321832,2156504 +2021-04-23,31311.0,16415.0,29169.0,113848.0,122122.0,1146019.0,89859,42007,88963,265475,321832,2156504 +2021-04-24,32095.0,16786.0,30009.0,116382.0,126539.0,1177148.0,89859,42007,88963,265475,321832,2156504 +2021-04-25,32382.0,16982.0,30499.0,117453.0,128828.0,1192156.0,89859,42007,88963,265475,321832,2156504 +2021-04-26,32725.0,17199.0,31038.0,118496.0,130683.0,1205680.0,89859,42007,88963,265475,321832,2156504 +2021-04-27,33201.0,17514.0,31738.0,120204.0,133406.0,1227387.0,89859,42007,88963,265475,321832,2156504 +2021-04-28,33642.0,17843.0,32571.0,121989.0,136507.0,1250501.0,89859,42007,88963,265475,321832,2156504 +2021-04-29,34202.0,18221.0,33432.0,123893.0,139986.0,1275379.0,89859,42007,88963,265475,321832,2156504 +2021-04-30,34853.0,18585.0,34237.0,126217.0,143675.0,1300082.0,89859,42007,88963,265475,321832,2156504 +2021-05-01,35511.0,18977.0,35161.0,129038.0,147819.0,1328215.0,89859,42007,88963,265475,321832,2156504 +2021-05-02,35889.0,19250.0,35847.0,130956.0,150374.0,1345379.0,89859,42007,88963,265475,321832,2156504 +2021-05-03,36169.0,19460.0,36358.0,132335.0,152467.0,1360345.0,89859,42007,88963,265475,321832,2156504 +2021-05-04,36610.0,19817.0,37177.0,134162.0,155792.0,1384810.0,89859,42007,88963,265475,321832,2156504 +2021-05-05,37100.0,20153.0,38052.0,136143.0,159257.0,1409394.0,89859,42007,88963,265475,321832,2156504 +2021-05-06,37590.0,20496.0,38913.0,138467.0,162253.0,1430975.0,89859,42007,88963,265475,321832,2156504 +2021-05-07,38241.0,20846.0,39795.0,140749.0,165879.0,1456231.0,89859,42007,88963,265475,321832,2156504 +2021-05-08,38983.0,21329.0,40908.0,143493.0,170821.0,1489348.0,89859,42007,88963,265475,321832,2156504 +2021-05-09,39417.0,21609.0,41587.0,145089.0,173404.0,1506736.0,89859,42007,88963,265475,321832,2156504 +2021-05-10,39781.0,21896.0,42252.0,146650.0,175812.0,1523263.0,89859,42007,88963,265475,321832,2156504 +2021-05-11,40222.0,22141.0,42924.0,148365.0,178206.0,1539447.0,89859,42007,88963,265475,321832,2156504 +2021-05-12,40719.0,22407.0,43575.0,150108.0,180712.0,1556093.0,89859,42007,88963,265475,321832,2156504 +2021-05-13,41293.0,22708.0,44324.0,152089.0,183512.0,1574685.0,89859,42007,88963,265475,321832,2156504 +2021-05-14,42042.0,23072.0,45108.0,154756.0,186389.0,1594453.0,89859,42007,88963,265475,321832,2156504 +2021-05-15,42910.0,23485.0,46032.0,158396.0,190064.0,1616594.0,89859,42007,88963,265475,321832,2156504 +2021-05-16,43351.0,23688.0,46529.0,160244.0,191870.0,1627255.0,89859,42007,88963,265475,321832,2156504 +2021-05-17,43715.0,23891.0,47054.0,161959.0,193165.0,1634703.0,89859,42007,88963,265475,321832,2156504 +2021-05-18,44093.0,24080.0,47558.0,163919.0,194635.0,1643467.0,89859,42007,88963,265475,321832,2156504 +2021-05-19,44569.0,24332.0,48132.0,166551.0,196553.0,1654793.0,89859,42007,88963,265475,321832,2156504 +2021-05-20,45080.0,24563.0,48650.0,168679.0,198275.0,1664600.0,89859,42007,88963,265475,321832,2156504 +2021-05-21,45563.0,24752.0,49056.0,170422.0,199850.0,1673308.0,89859,42007,88963,265475,321832,2156504 +2021-05-22,46053.0,24941.0,49553.0,172487.0,201747.0,1683626.0,89859,42007,88963,265475,321832,2156504 +2021-05-23,46333.0,25039.0,49875.0,173537.0,202559.0,1688057.0,89859,42007,88963,265475,321832,2156504 +2021-05-24,46550.0,25130.0,50127.0,174482.0,203259.0,1691872.0,89859,42007,88963,265475,321832,2156504 +2021-05-25,46767.0,25228.0,50414.0,175665.0,204078.0,1696408.0,89859,42007,88963,265475,321832,2156504 +2021-05-26,47075.0,25354.0,50722.0,176904.0,204981.0,1701049.0,89859,42007,88963,265475,321832,2156504 +2021-05-27,47418.0,25480.0,50995.0,178276.0,205828.0,1705746.0,89859,42007,88963,265475,321832,2156504 +2021-05-28,47789.0,25599.0,51275.0,179578.0,206605.0,1709708.0,89859,42007,88963,265475,321832,2156504 +2021-05-29,48118.0,25704.0,51548.0,180978.0,207298.0,1713509.0,89859,42007,88963,265475,321832,2156504 +2021-05-30,48300.0,25760.0,51730.0,181748.0,207725.0,1715420.0,89859,42007,88963,265475,321832,2156504 +2021-05-31,48405.0,25802.0,51849.0,182231.0,207949.0,1716519.0,89859,42007,88963,265475,321832,2156504 +2021-06-01,48524.0,25865.0,51975.0,182770.0,208250.0,1718143.0,89859,42007,88963,265475,321832,2156504 +2021-06-02,48713.0,25942.0,52136.0,183442.0,208621.0,1720187.0,89859,42007,88963,265475,321832,2156504 +2021-06-03,48874.0,25991.0,52290.0,184142.0,208985.0,1722154.0,89859,42007,88963,265475,321832,2156504 +2021-06-04,49035.0,26047.0,52444.0,184681.0,209335.0,1724149.0,89859,42007,88963,265475,321832,2156504 +2021-06-05,49245.0,26124.0,52598.0,185528.0,209853.0,1726858.0,89859,42007,88963,265475,321832,2156504 +2021-06-06,49378.0,26166.0,52724.0,186102.0,210119.0,1728307.0,89859,42007,88963,265475,321832,2156504 +2021-06-07,49504.0,26208.0,52857.0,186571.0,210371.0,1729672.0,89859,42007,88963,265475,321832,2156504 +2021-06-08,49637.0,26250.0,52997.0,187012.0,210651.0,1731030.0,89859,42007,88963,265475,321832,2156504 +2021-06-09,49833.0,26320.0,53151.0,187572.0,210980.0,1732836.0,89859,42007,88963,265475,321832,2156504 +2021-06-10,50015.0,26369.0,53284.0,188118.0,211274.0,1734593.0,89859,42007,88963,265475,321832,2156504 +2021-06-11,50225.0,26432.0,53438.0,188622.0,211631.0,1736595.0,89859,42007,88963,265475,321832,2156504 +2021-06-12,50442.0,26502.0,53606.0,189224.0,212072.0,1738912.0,89859,42007,88963,265475,321832,2156504 +2021-06-13,50540.0,26544.0,53697.0,189546.0,212303.0,1740179.0,89859,42007,88963,265475,321832,2156504 +2021-06-14,50638.0,26586.0,53795.0,189847.0,212499.0,1741278.0,89859,42007,88963,265475,321832,2156504 +2021-06-15,50757.0,26628.0,53921.0,190211.0,212758.0,1742657.0,89859,42007,88963,265475,321832,2156504 +2021-06-16,50890.0,26670.0,54054.0,190631.0,213024.0,1744211.0,89859,42007,88963,265475,321832,2156504 +2021-06-17,51009.0,26726.0,54159.0,191058.0,213297.0,1745877.0,89859,42007,88963,265475,321832,2156504 +2021-06-18,51177.0,26775.0,54285.0,191492.0,213591.0,1747550.0,89859,42007,88963,265475,321832,2156504 +2021-06-19,51380.0,26845.0,54453.0,192087.0,213997.0,1749790.0,89859,42007,88963,265475,321832,2156504 +2021-06-20,51471.0,26880.0,54509.0,192339.0,214179.0,1750672.0,89859,42007,88963,265475,321832,2156504 +2021-06-21,51562.0,26915.0,54600.0,192563.0,214333.0,1751638.0,89859,42007,88963,265475,321832,2156504 +2021-06-22,51688.0,26957.0,54705.0,192864.0,214536.0,1752807.0,89859,42007,88963,265475,321832,2156504 +2021-06-23,51828.0,26992.0,54796.0,193158.0,214739.0,1754053.0,89859,42007,88963,265475,321832,2156504 +2021-06-24,51982.0,27034.0,54901.0,193445.0,214963.0,1755418.0,89859,42007,88963,265475,321832,2156504 +2021-06-25,52122.0,27090.0,54992.0,193746.0,215236.0,1756916.0,89859,42007,88963,265475,321832,2156504 +2021-06-26,52339.0,27181.0,55153.0,194222.0,215663.0,1759121.0,89859,42007,88963,265475,321832,2156504 +2021-06-27,52472.0,27216.0,55265.0,194481.0,215873.0,1760304.0,89859,42007,88963,265475,321832,2156504 +2021-06-28,52549.0,27251.0,55342.0,194684.0,216020.0,1761081.0,89859,42007,88963,265475,321832,2156504 +2021-06-29,52647.0,27279.0,55412.0,194901.0,216167.0,1762054.0,89859,42007,88963,265475,321832,2156504 +2021-06-30,52752.0,27321.0,55489.0,195174.0,216370.0,1763202.0,89859,42007,88963,265475,321832,2156504 +2021-07-01,52857.0,27349.0,55580.0,195398.0,216566.0,1764357.0,89859,42007,88963,265475,321832,2156504 +2021-07-02,52976.0,27391.0,55657.0,195629.0,216755.0,1765442.0,89859,42007,88963,265475,321832,2156504 +2021-07-03,53130.0,27433.0,55762.0,195923.0,217014.0,1766835.0,89859,42007,88963,265475,321832,2156504 +2021-07-04,53193.0,27454.0,55818.0,196063.0,217140.0,1767472.0,89859,42007,88963,265475,321832,2156504 +2021-07-05,53270.0,27482.0,55881.0,196231.0,217245.0,1768137.0,89859,42007,88963,265475,321832,2156504 +2021-07-06,53347.0,27510.0,55951.0,196420.0,217392.0,1768970.0,89859,42007,88963,265475,321832,2156504 +2021-07-07,53452.0,27545.0,56035.0,196665.0,217560.0,1769957.0,89859,42007,88963,265475,321832,2156504 +2021-07-08,53557.0,27580.0,56112.0,196882.0,217742.0,1771035.0,89859,42007,88963,265475,321832,2156504 +2021-07-09,53669.0,27622.0,56210.0,197148.0,217931.0,1772106.0,89859,42007,88963,265475,321832,2156504 +2021-07-10,53816.0,27664.0,56315.0,197449.0,218190.0,1773513.0,89859,42007,88963,265475,321832,2156504 +2021-07-11,53879.0,27685.0,56371.0,197596.0,218281.0,1774122.0,89859,42007,88963,265475,321832,2156504 +2021-07-12,53935.0,27699.0,56434.0,197736.0,218400.0,1774689.0,89859,42007,88963,265475,321832,2156504 +2021-07-13,53998.0,27734.0,56497.0,197883.0,218512.0,1775340.0,89859,42007,88963,265475,321832,2156504 +2021-07-14,54082.0,27762.0,56581.0,198051.0,218659.0,1776131.0,89859,42007,88963,265475,321832,2156504 +2021-07-15,54173.0,27790.0,56651.0,198233.0,218827.0,1777041.0,89859,42007,88963,265475,321832,2156504 +2021-07-16,54278.0,27825.0,56728.0,198408.0,218988.0,1778028.0,89859,42007,88963,265475,321832,2156504 +2021-07-17,54404.0,27860.0,56826.0,198604.0,219219.0,1779344.0,89859,42007,88963,265475,321832,2156504 +2021-07-18,54453.0,27881.0,56875.0,198716.0,219310.0,1779946.0,89859,42007,88963,265475,321832,2156504 +2021-07-19,54523.0,27895.0,56924.0,198807.0,219422.0,1780527.0,89859,42007,88963,265475,321832,2156504 +2021-07-20,54586.0,27916.0,56959.0,198884.0,219520.0,1781171.0,89859,42007,88963,265475,321832,2156504 +2021-07-21,54656.0,27944.0,57022.0,198982.0,219681.0,1781927.0,89859,42007,88963,265475,321832,2156504 +2021-07-22,54726.0,27972.0,57071.0,199108.0,219786.0,1782662.0,89859,42007,88963,265475,321832,2156504 +2021-07-23,54796.0,27993.0,57134.0,199248.0,219940.0,1783369.0,89859,42007,88963,265475,321832,2156504 +2021-07-24,54873.0,28028.0,57183.0,199409.0,220101.0,1784265.0,89859,42007,88963,265475,321832,2156504 +2021-07-25,54908.0,28042.0,57239.0,199521.0,220185.0,1784706.0,89859,42007,88963,265475,321832,2156504 +2021-07-26,54971.0,28063.0,57274.0,199612.0,220269.0,1785112.0,89859,42007,88963,265475,321832,2156504 +2021-07-27,55020.0,28084.0,57316.0,199710.0,220360.0,1785595.0,89859,42007,88963,265475,321832,2156504 +2021-07-28,55083.0,28091.0,57379.0,199836.0,220458.0,1786176.0,89859,42007,88963,265475,321832,2156504 +2021-07-29,55181.0,28119.0,57414.0,199969.0,220542.0,1786722.0,89859,42007,88963,265475,321832,2156504 +2021-07-30,55251.0,28140.0,57456.0,200102.0,220626.0,1787247.0,89859,42007,88963,265475,321832,2156504 +2021-07-31,55335.0,28161.0,57512.0,200249.0,220731.0,1787968.0,89859,42007,88963,265475,321832,2156504 +2021-08-01,55370.0,28175.0,57526.0,200333.0,220801.0,1788297.0,89859,42007,88963,265475,321832,2156504 +2021-08-02,55454.0,28189.0,57568.0,200445.0,220878.0,1788661.0,89859,42007,88963,265475,321832,2156504 +2021-08-03,55496.0,28210.0,57624.0,200564.0,220948.0,1789039.0,89859,42007,88963,265475,321832,2156504 +2021-08-04,55559.0,28231.0,57659.0,200683.0,221032.0,1789473.0,89859,42007,88963,265475,321832,2156504 +2021-08-05,55615.0,28252.0,57708.0,200809.0,221109.0,1789921.0,89859,42007,88963,265475,321832,2156504 +2021-08-06,55692.0,28273.0,57764.0,200949.0,221186.0,1790411.0,89859,42007,88963,265475,321832,2156504 +2021-08-07,55755.0,28287.0,57799.0,201103.0,221291.0,1791027.0,89859,42007,88963,265475,321832,2156504 +2021-08-08,55790.0,28301.0,57820.0,201166.0,221361.0,1791307.0,89859,42007,88963,265475,321832,2156504 +2021-08-09,55825.0,28322.0,57855.0,201299.0,221410.0,1791629.0,89859,42007,88963,265475,321832,2156504 +2021-08-10,55881.0,28336.0,57883.0,201390.0,221473.0,1792028.0,89859,42007,88963,265475,321832,2156504 +2021-08-11,55951.0,28350.0,57918.0,201523.0,221557.0,1792504.0,89859,42007,88963,265475,321832,2156504 +2021-08-12,56014.0,28378.0,57953.0,201649.0,221641.0,1792966.0,89859,42007,88963,265475,321832,2156504 +2021-08-13,56063.0,28385.0,57981.0,201747.0,221704.0,1793365.0,89859,42007,88963,265475,321832,2156504 +2021-08-14,56112.0,28406.0,58023.0,201852.0,221788.0,1793848.0,89859,42007,88963,265475,321832,2156504 +2021-08-15,56140.0,28413.0,58044.0,201915.0,221837.0,1794107.0,89859,42007,88963,265475,321832,2156504 +2021-08-16,56189.0,28420.0,58079.0,202006.0,221886.0,1794380.0,89859,42007,88963,265475,321832,2156504 +2021-08-17,56238.0,28434.0,58114.0,202083.0,221942.0,1794709.0,89859,42007,88963,265475,321832,2156504 +2021-08-18,56315.0,28448.0,58149.0,202174.0,222005.0,1795038.0,89859,42007,88963,265475,321832,2156504 +2021-08-19,56371.0,28462.0,58184.0,202258.0,222082.0,1795381.0,89859,42007,88963,265475,321832,2156504 +2021-08-20,56434.0,28476.0,58212.0,202349.0,222138.0,1795724.0,89859,42007,88963,265475,321832,2156504 +2021-08-21,56490.0,28497.0,58261.0,202454.0,222222.0,1796207.0,89859,42007,88963,265475,321832,2156504 +2021-08-22,56518.0,28504.0,58275.0,202503.0,222271.0,1796396.0,89859,42007,88963,265475,321832,2156504 +2021-08-23,56567.0,28518.0,58310.0,202573.0,222306.0,1796613.0,89859,42007,88963,265475,321832,2156504 +2021-08-24,56616.0,28539.0,58345.0,202650.0,222369.0,1796942.0,89859,42007,88963,265475,321832,2156504 +2021-08-25,56672.0,28560.0,58373.0,202734.0,222432.0,1797299.0,89859,42007,88963,265475,321832,2156504 +2021-08-26,56728.0,28574.0,58401.0,202846.0,222495.0,1797663.0,89859,42007,88963,265475,321832,2156504 +2021-08-27,56777.0,28588.0,58436.0,202951.0,222551.0,1797992.0,89859,42007,88963,265475,321832,2156504 +2021-08-28,56819.0,28602.0,58471.0,203049.0,222607.0,1798321.0,89859,42007,88963,265475,321832,2156504 +2021-08-29,56854.0,28609.0,58492.0,203098.0,222635.0,1798503.0,89859,42007,88963,265475,321832,2156504 +2021-08-30,56882.0,28616.0,58513.0,203133.0,222663.0,1798629.0,89859,42007,88963,265475,321832,2156504 +2021-08-31,56924.0,28630.0,58541.0,203217.0,222712.0,1798888.0,89859,42007,88963,265475,321832,2156504 +2021-09-01,56959.0,28637.0,58569.0,203280.0,222754.0,1799140.0,89859,42007,88963,265475,321832,2156504 diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 40-49 population by imd categories_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 40-49 population by imd categories_tpp.csv index 1b61417..6c4a439 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 40-49 population by imd categories_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 40-49 population by imd categories_tpp.csv @@ -1,261 +1,274 @@ covid_vacc_date,1 Most deprived,2,3,4,5 Least deprived,Unknown,1 Most deprived_total,2_total,3_total,4_total,5 Least deprived_total,Unknown_total -2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,572516,578011,608923,582575,546994,74067 -2020-12-02,0.0,0.0,0.0,0.0,0.0,0.0,572516,578011,608923,582575,546994,74067 -2020-12-03,0.0,0.0,0.0,0.0,0.0,0.0,572516,578011,608923,582575,546994,74067 -2020-12-04,0.0,0.0,0.0,0.0,0.0,0.0,572516,578011,608923,582575,546994,74067 -2020-12-07,0.0,0.0,0.0,0.0,0.0,0.0,572516,578011,608923,582575,546994,74067 -2020-12-08,49.0,63.0,56.0,77.0,91.0,14.0,572516,578011,608923,582575,546994,74067 -2020-12-09,147.0,147.0,182.0,196.0,231.0,35.0,572516,578011,608923,582575,546994,74067 -2020-12-10,238.0,245.0,280.0,336.0,385.0,49.0,572516,578011,608923,582575,546994,74067 -2020-12-11,329.0,364.0,399.0,476.0,553.0,56.0,572516,578011,608923,582575,546994,74067 -2020-12-12,413.0,469.0,567.0,637.0,735.0,84.0,572516,578011,608923,582575,546994,74067 -2020-12-13,483.0,560.0,651.0,735.0,875.0,98.0,572516,578011,608923,582575,546994,74067 -2020-12-14,567.0,665.0,784.0,896.0,1050.0,112.0,572516,578011,608923,582575,546994,74067 -2020-12-15,707.0,861.0,1022.0,1162.0,1330.0,147.0,572516,578011,608923,582575,546994,74067 -2020-12-16,910.0,1078.0,1281.0,1442.0,1659.0,189.0,572516,578011,608923,582575,546994,74067 -2020-12-17,1127.0,1365.0,1596.0,1799.0,2065.0,238.0,572516,578011,608923,582575,546994,74067 -2020-12-18,1309.0,1638.0,1939.0,2163.0,2478.0,287.0,572516,578011,608923,582575,546994,74067 -2020-12-19,1484.0,1855.0,2198.0,2471.0,2821.0,315.0,572516,578011,608923,582575,546994,74067 -2020-12-20,1729.0,2184.0,2562.0,2842.0,3332.0,378.0,572516,578011,608923,582575,546994,74067 -2020-12-21,2044.0,2562.0,3052.0,3339.0,3920.0,462.0,572516,578011,608923,582575,546994,74067 -2020-12-22,2324.0,2870.0,3444.0,3808.0,4424.0,518.0,572516,578011,608923,582575,546994,74067 -2020-12-23,2716.0,3318.0,3983.0,4410.0,5096.0,588.0,572516,578011,608923,582575,546994,74067 -2020-12-24,2863.0,3521.0,4249.0,4718.0,5474.0,630.0,572516,578011,608923,582575,546994,74067 -2020-12-25,2863.0,3521.0,4256.0,4718.0,5481.0,630.0,572516,578011,608923,582575,546994,74067 -2020-12-26,2870.0,3542.0,4270.0,4739.0,5488.0,630.0,572516,578011,608923,582575,546994,74067 -2020-12-27,2926.0,3612.0,4375.0,4844.0,5579.0,637.0,572516,578011,608923,582575,546994,74067 -2020-12-28,3024.0,3724.0,4515.0,5012.0,5761.0,651.0,572516,578011,608923,582575,546994,74067 -2020-12-29,3283.0,4067.0,4879.0,5453.0,6167.0,714.0,572516,578011,608923,582575,546994,74067 -2020-12-30,3934.0,4893.0,5761.0,6314.0,7098.0,826.0,572516,578011,608923,582575,546994,74067 -2020-12-31,4578.0,5670.0,6636.0,7238.0,7938.0,959.0,572516,578011,608923,582575,546994,74067 -2021-01-01,4753.0,5859.0,6860.0,7490.0,8162.0,980.0,572516,578011,608923,582575,546994,74067 -2021-01-02,4928.0,6125.0,7161.0,7763.0,8484.0,1022.0,572516,578011,608923,582575,546994,74067 -2021-01-03,5124.0,6342.0,7406.0,8022.0,8743.0,1057.0,572516,578011,608923,582575,546994,74067 -2021-01-04,5397.0,6734.0,7840.0,8442.0,9219.0,1120.0,572516,578011,608923,582575,546994,74067 -2021-01-05,5880.0,7385.0,8652.0,9282.0,10059.0,1253.0,572516,578011,608923,582575,546994,74067 -2021-01-06,6524.0,8260.0,9751.0,10388.0,11256.0,1379.0,572516,578011,608923,582575,546994,74067 -2021-01-07,7469.0,9590.0,11312.0,12019.0,12964.0,1582.0,572516,578011,608923,582575,546994,74067 -2021-01-08,8568.0,11039.0,12894.0,13720.0,14735.0,1806.0,572516,578011,608923,582575,546994,74067 -2021-01-09,9506.0,12166.0,14364.0,15274.0,16387.0,2016.0,572516,578011,608923,582575,546994,74067 -2021-01-10,10087.0,12901.0,15267.0,16261.0,17493.0,2142.0,572516,578011,608923,582575,546994,74067 -2021-01-11,10913.0,14063.0,16597.0,17717.0,18879.0,2331.0,572516,578011,608923,582575,546994,74067 -2021-01-12,12117.0,15582.0,18200.0,19460.0,20608.0,2555.0,572516,578011,608923,582575,546994,74067 -2021-01-13,13531.0,17241.0,19971.0,21280.0,22351.0,2800.0,572516,578011,608923,582575,546994,74067 -2021-01-14,15057.0,18984.0,21959.0,23247.0,24269.0,3080.0,572516,578011,608923,582575,546994,74067 -2021-01-15,16632.0,20965.0,24290.0,25543.0,26502.0,3353.0,572516,578011,608923,582575,546994,74067 -2021-01-16,18088.0,22582.0,26187.0,27489.0,28588.0,3591.0,572516,578011,608923,582575,546994,74067 -2021-01-17,18991.0,23737.0,27601.0,28910.0,30072.0,3759.0,572516,578011,608923,582575,546994,74067 -2021-01-18,20174.0,25067.0,29183.0,30457.0,31668.0,3969.0,572516,578011,608923,582575,546994,74067 -2021-01-19,21476.0,26684.0,31031.0,32249.0,33348.0,4228.0,572516,578011,608923,582575,546994,74067 -2021-01-20,22974.0,28413.0,33012.0,34209.0,35245.0,4494.0,572516,578011,608923,582575,546994,74067 -2021-01-21,24696.0,30170.0,35014.0,36078.0,37121.0,4753.0,572516,578011,608923,582575,546994,74067 -2021-01-22,26418.0,32144.0,37289.0,38248.0,39179.0,5040.0,572516,578011,608923,582575,546994,74067 -2021-01-23,27769.0,33663.0,39074.0,40019.0,40971.0,5271.0,572516,578011,608923,582575,546994,74067 -2021-01-24,28609.0,34622.0,40131.0,41167.0,41951.0,5397.0,572516,578011,608923,582575,546994,74067 -2021-01-25,29673.0,35826.0,41503.0,42385.0,43204.0,5579.0,572516,578011,608923,582575,546994,74067 -2021-01-26,30891.0,37296.0,43071.0,43855.0,44604.0,5768.0,572516,578011,608923,582575,546994,74067 -2021-01-27,32018.0,38619.0,44548.0,45185.0,45843.0,5957.0,572516,578011,608923,582575,546994,74067 -2021-01-28,33236.0,39970.0,45983.0,46620.0,47187.0,6125.0,572516,578011,608923,582575,546994,74067 -2021-01-29,34489.0,41377.0,47502.0,48251.0,48636.0,6307.0,572516,578011,608923,582575,546994,74067 -2021-01-30,35455.0,42497.0,48783.0,49518.0,49854.0,6468.0,572516,578011,608923,582575,546994,74067 -2021-01-31,36197.0,43372.0,49784.0,50477.0,50820.0,6608.0,572516,578011,608923,582575,546994,74067 -2021-02-01,37002.0,44254.0,50736.0,51359.0,51653.0,6713.0,572516,578011,608923,582575,546994,74067 -2021-02-02,37821.0,45129.0,51723.0,52332.0,52528.0,6839.0,572516,578011,608923,582575,546994,74067 -2021-02-03,38745.0,46088.0,52787.0,53361.0,53452.0,6979.0,572516,578011,608923,582575,546994,74067 -2021-02-04,39774.0,47173.0,53977.0,54551.0,54530.0,7140.0,572516,578011,608923,582575,546994,74067 -2021-02-05,40789.0,48265.0,55132.0,55720.0,55538.0,7273.0,572516,578011,608923,582575,546994,74067 -2021-02-06,41601.0,49154.0,56196.0,56749.0,56532.0,7399.0,572516,578011,608923,582575,546994,74067 -2021-02-07,42077.0,49742.0,56805.0,57351.0,57134.0,7469.0,572516,578011,608923,582575,546994,74067 -2021-02-08,42644.0,50302.0,57421.0,57939.0,57701.0,7539.0,572516,578011,608923,582575,546994,74067 -2021-02-09,43351.0,51072.0,58212.0,58723.0,58422.0,7651.0,572516,578011,608923,582575,546994,74067 -2021-02-10,44170.0,51912.0,59129.0,59591.0,59206.0,7770.0,572516,578011,608923,582575,546994,74067 -2021-02-11,45255.0,52955.0,60284.0,60697.0,60116.0,7924.0,572516,578011,608923,582575,546994,74067 -2021-02-12,46417.0,54264.0,61726.0,62118.0,61383.0,8092.0,572516,578011,608923,582575,546994,74067 -2021-02-13,47593.0,55608.0,63266.0,63595.0,62678.0,8260.0,572516,578011,608923,582575,546994,74067 -2021-02-14,48251.0,56385.0,64162.0,64484.0,63483.0,8365.0,572516,578011,608923,582575,546994,74067 -2021-02-15,49196.0,57309.0,65184.0,65380.0,64351.0,8491.0,572516,578011,608923,582575,546994,74067 -2021-02-16,50869.0,59094.0,67088.0,67074.0,65947.0,8708.0,572516,578011,608923,582575,546994,74067 -2021-02-17,53620.0,61922.0,70049.0,69559.0,68243.0,9065.0,572516,578011,608923,582575,546994,74067 -2021-02-18,56392.0,64757.0,72968.0,72457.0,70840.0,9436.0,572516,578011,608923,582575,546994,74067 -2021-02-19,58940.0,67305.0,75635.0,74865.0,73115.0,9751.0,572516,578011,608923,582575,546994,74067 -2021-02-20,61488.0,69447.0,78197.0,77497.0,75901.0,10059.0,572516,578011,608923,582575,546994,74067 -2021-02-21,62685.0,70462.0,79450.0,78477.0,76972.0,10199.0,572516,578011,608923,582575,546994,74067 -2021-02-22,64183.0,71617.0,80738.0,79660.0,78057.0,10360.0,572516,578011,608923,582575,546994,74067 -2021-02-23,66864.0,74326.0,83552.0,82537.0,80752.0,10696.0,572516,578011,608923,582575,546994,74067 -2021-02-24,70931.0,77952.0,87206.0,86156.0,83951.0,11151.0,572516,578011,608923,582575,546994,74067 -2021-02-25,74704.0,81725.0,91560.0,90272.0,87605.0,11641.0,572516,578011,608923,582575,546994,74067 -2021-02-26,78883.0,85785.0,95935.0,94598.0,91413.0,12180.0,572516,578011,608923,582575,546994,74067 -2021-02-27,82341.0,89061.0,99449.0,97993.0,94822.0,12586.0,572516,578011,608923,582575,546994,74067 -2021-02-28,83825.0,90790.0,101087.0,99204.0,96159.0,12789.0,572516,578011,608923,582575,546994,74067 -2021-03-01,85358.0,92134.0,102438.0,100205.0,97153.0,12978.0,572516,578011,608923,582575,546994,74067 -2021-03-02,86863.0,93555.0,103887.0,101402.0,98315.0,13118.0,572516,578011,608923,582575,546994,74067 -2021-03-03,89488.0,96131.0,106701.0,103929.0,100478.0,13475.0,572516,578011,608923,582575,546994,74067 -2021-03-04,92547.0,98987.0,109907.0,106925.0,103320.0,13867.0,572516,578011,608923,582575,546994,74067 -2021-03-05,96145.0,102347.0,113498.0,110369.0,106512.0,14287.0,572516,578011,608923,582575,546994,74067 -2021-03-06,100051.0,106050.0,117719.0,114289.0,110474.0,14763.0,572516,578011,608923,582575,546994,74067 -2021-03-07,101339.0,107044.0,118804.0,115192.0,111426.0,14910.0,572516,578011,608923,582575,546994,74067 -2021-03-08,102725.0,108073.0,119861.0,116074.0,112224.0,15057.0,572516,578011,608923,582575,546994,74067 -2021-03-09,104363.0,109508.0,121233.0,117327.0,113232.0,15253.0,572516,578011,608923,582575,546994,74067 -2021-03-10,105980.0,111118.0,123102.0,118993.0,115143.0,15477.0,572516,578011,608923,582575,546994,74067 -2021-03-11,107401.0,112539.0,124446.0,120442.0,116375.0,15645.0,572516,578011,608923,582575,546994,74067 -2021-03-12,110299.0,115185.0,127393.0,123151.0,118958.0,15988.0,572516,578011,608923,582575,546994,74067 -2021-03-13,114212.0,119315.0,131922.0,127288.0,122773.0,16513.0,572516,578011,608923,582575,546994,74067 -2021-03-14,116172.0,121394.0,133602.0,128870.0,124579.0,16772.0,572516,578011,608923,582575,546994,74067 -2021-03-15,118643.0,123830.0,136010.0,131180.0,126952.0,17101.0,572516,578011,608923,582575,546994,74067 -2021-03-16,121849.0,126882.0,138866.0,134232.0,129934.0,17479.0,572516,578011,608923,582575,546994,74067 -2021-03-17,125426.0,130235.0,142226.0,137718.0,133196.0,17892.0,572516,578011,608923,582575,546994,74067 -2021-03-18,129199.0,134183.0,146083.0,141631.0,137172.0,18354.0,572516,578011,608923,582575,546994,74067 -2021-03-19,133490.0,138887.0,151207.0,146587.0,142149.0,18914.0,572516,578011,608923,582575,546994,74067 -2021-03-20,139300.0,145096.0,159110.0,154483.0,149548.0,19782.0,572516,578011,608923,582575,546994,74067 -2021-03-21,141883.0,148176.0,162834.0,158228.0,153370.0,20209.0,572516,578011,608923,582575,546994,74067 -2021-03-22,144319.0,151060.0,165935.0,161378.0,156380.0,20573.0,572516,578011,608923,582575,546994,74067 -2021-03-23,147168.0,154154.0,169645.0,165179.0,160412.0,21028.0,572516,578011,608923,582575,546994,74067 -2021-03-24,150332.0,157836.0,174174.0,170100.0,165088.0,21581.0,572516,578011,608923,582575,546994,74067 -2021-03-25,155288.0,162827.0,179340.0,175728.0,170968.0,22190.0,572516,578011,608923,582575,546994,74067 -2021-03-26,161203.0,168854.0,186123.0,183708.0,178507.0,22988.0,572516,578011,608923,582575,546994,74067 -2021-03-27,170639.0,178829.0,197764.0,196098.0,190750.0,24262.0,572516,578011,608923,582575,546994,74067 -2021-03-28,176449.0,184569.0,203518.0,202118.0,197498.0,25067.0,572516,578011,608923,582575,546994,74067 -2021-03-29,180376.0,188741.0,207606.0,206633.0,202370.0,25592.0,572516,578011,608923,582575,546994,74067 -2021-03-30,184338.0,193144.0,212135.0,211512.0,208005.0,26159.0,572516,578011,608923,582575,546994,74067 -2021-03-31,188825.0,197799.0,216944.0,216398.0,212352.0,26733.0,572516,578011,608923,582575,546994,74067 -2021-04-01,192108.0,201075.0,220598.0,220430.0,216559.0,27160.0,572516,578011,608923,582575,546994,74067 -2021-04-02,193655.0,203000.0,222355.0,222215.0,218617.0,27391.0,572516,578011,608923,582575,546994,74067 -2021-04-03,195083.0,204715.0,223972.0,224021.0,220479.0,27713.0,572516,578011,608923,582575,546994,74067 -2021-04-04,195734.0,205597.0,224931.0,224812.0,221326.0,27832.0,572516,578011,608923,582575,546994,74067 -2021-04-05,196126.0,206094.0,225351.0,225295.0,221760.0,27895.0,572516,578011,608923,582575,546994,74067 -2021-04-06,197694.0,207487.0,226856.0,227255.0,223636.0,28161.0,572516,578011,608923,582575,546994,74067 -2021-04-07,199612.0,209090.0,228795.0,229362.0,225624.0,28420.0,572516,578011,608923,582575,546994,74067 -2021-04-08,201152.0,210812.0,230342.0,230930.0,227199.0,28644.0,572516,578011,608923,582575,546994,74067 -2021-04-09,203098.0,212660.0,232211.0,233191.0,229460.0,28959.0,572516,578011,608923,582575,546994,74067 -2021-04-10,205688.0,214928.0,235060.0,236460.0,232624.0,29330.0,572516,578011,608923,582575,546994,74067 -2021-04-11,207102.0,216160.0,236593.0,237846.0,234318.0,29505.0,572516,578011,608923,582575,546994,74067 -2021-04-12,208068.0,216825.0,237118.0,238392.0,234822.0,29603.0,572516,578011,608923,582575,546994,74067 -2021-04-13,209342.0,218260.0,238917.0,240968.0,237237.0,29876.0,572516,578011,608923,582575,546994,74067 -2021-04-14,211645.0,221816.0,243579.0,246463.0,242683.0,30429.0,572516,578011,608923,582575,546994,74067 -2021-04-15,215285.0,226660.0,250054.0,254100.0,251048.0,31248.0,572516,578011,608923,582575,546994,74067 -2021-04-16,219191.0,231952.0,256851.0,261345.0,259693.0,32151.0,572516,578011,608923,582575,546994,74067 -2021-04-17,224819.0,238392.0,264754.0,269997.0,268639.0,33082.0,572516,578011,608923,582575,546994,74067 -2021-04-18,227703.0,242494.0,269696.0,275359.0,274260.0,33705.0,572516,578011,608923,582575,546994,74067 -2021-04-19,230377.0,246785.0,275268.0,281274.0,280497.0,34286.0,572516,578011,608923,582575,546994,74067 -2021-04-20,233100.0,250901.0,280175.0,286608.0,286209.0,34916.0,572516,578011,608923,582575,546994,74067 -2021-04-21,236887.0,255486.0,286167.0,292747.0,292439.0,35588.0,572516,578011,608923,582575,546994,74067 -2021-04-22,240884.0,260554.0,292397.0,299691.0,299432.0,36379.0,572516,578011,608923,582575,546994,74067 -2021-04-23,245091.0,265461.0,298599.0,306278.0,305984.0,37072.0,572516,578011,608923,582575,546994,74067 -2021-04-24,251321.0,272958.0,306698.0,314692.0,314713.0,38178.0,572516,578011,608923,582575,546994,74067 -2021-04-25,254058.0,276213.0,311066.0,318843.0,319046.0,38675.0,572516,578011,608923,582575,546994,74067 -2021-04-26,256718.0,279370.0,314972.0,322735.0,322539.0,39109.0,572516,578011,608923,582575,546994,74067 -2021-04-27,260127.0,284004.0,321041.0,329105.0,329007.0,39788.0,572516,578011,608923,582575,546994,74067 -2021-04-28,263942.0,288862.0,327586.0,335951.0,335755.0,40593.0,572516,578011,608923,582575,546994,74067 -2021-04-29,268317.0,294483.0,334187.0,343035.0,343231.0,41489.0,572516,578011,608923,582575,546994,74067 -2021-04-30,273119.0,300580.0,341376.0,349930.0,349958.0,42336.0,572516,578011,608923,582575,546994,74067 -2021-05-01,278208.0,307104.0,349230.0,358064.0,358372.0,43414.0,572516,578011,608923,582575,546994,74067 -2021-05-02,281085.0,311094.0,354074.0,363048.0,363986.0,44079.0,572516,578011,608923,582575,546994,74067 -2021-05-03,283829.0,314384.0,358204.0,367213.0,368543.0,44646.0,572516,578011,608923,582575,546994,74067 -2021-05-04,287875.0,319557.0,364658.0,373751.0,376705.0,45521.0,572516,578011,608923,582575,546994,74067 -2021-05-05,291837.0,324814.0,371658.0,380835.0,384251.0,46431.0,572516,578011,608923,582575,546994,74067 -2021-05-06,295799.0,329770.0,377559.0,387107.0,390936.0,47257.0,572516,578011,608923,582575,546994,74067 -2021-05-07,300608.0,336049.0,384349.0,394240.0,398048.0,48209.0,572516,578011,608923,582575,546994,74067 -2021-05-08,307153.0,343812.0,393757.0,403312.0,407204.0,49427.0,572516,578011,608923,582575,546994,74067 -2021-05-09,310499.0,348068.0,398433.0,408212.0,412314.0,50092.0,572516,578011,608923,582575,546994,74067 -2021-05-10,313796.0,352044.0,403158.0,412657.0,417088.0,50708.0,572516,578011,608923,582575,546994,74067 -2021-05-11,317296.0,356097.0,407624.0,417270.0,421428.0,51394.0,572516,578011,608923,582575,546994,74067 -2021-05-12,320971.0,360003.0,412545.0,421841.0,426020.0,52038.0,572516,578011,608923,582575,546994,74067 -2021-05-13,324856.0,364532.0,418110.0,427112.0,431039.0,52780.0,572516,578011,608923,582575,546994,74067 -2021-05-14,329616.0,369705.0,424081.0,432782.0,435953.0,53487.0,572516,578011,608923,582575,546994,74067 -2021-05-15,335734.0,375956.0,430661.0,438942.0,441672.0,54362.0,572516,578011,608923,582575,546994,74067 -2021-05-16,338667.0,379134.0,433979.0,441854.0,444325.0,54803.0,572516,578011,608923,582575,546994,74067 -2021-05-17,341208.0,381388.0,436289.0,444213.0,446110.0,55090.0,572516,578011,608923,582575,546994,74067 -2021-05-18,343826.0,383894.0,438963.0,446992.0,448455.0,55461.0,572516,578011,608923,582575,546994,74067 -2021-05-19,347179.0,387478.0,442512.0,450387.0,451339.0,55881.0,572516,578011,608923,582575,546994,74067 -2021-05-20,350189.0,390537.0,445543.0,453222.0,453929.0,56280.0,572516,578011,608923,582575,546994,74067 -2021-05-21,353080.0,393344.0,448287.0,455644.0,455868.0,56581.0,572516,578011,608923,582575,546994,74067 -2021-05-22,356349.0,396522.0,451731.0,458528.0,458108.0,57015.0,572516,578011,608923,582575,546994,74067 -2021-05-23,357840.0,398006.0,453194.0,459809.0,459193.0,57218.0,572516,578011,608923,582575,546994,74067 -2021-05-24,359135.0,399287.0,454433.0,460936.0,460110.0,57379.0,572516,578011,608923,582575,546994,74067 -2021-05-25,360696.0,400764.0,455917.0,462301.0,461195.0,57554.0,572516,578011,608923,582575,546994,74067 -2021-05-26,362432.0,402430.0,457359.0,463659.0,462329.0,57743.0,572516,578011,608923,582575,546994,74067 -2021-05-27,364203.0,404033.0,459053.0,465017.0,463386.0,57932.0,572516,578011,608923,582575,546994,74067 -2021-05-28,365883.0,405552.0,460530.0,466046.0,464310.0,58100.0,572516,578011,608923,582575,546994,74067 -2021-05-29,367528.0,407141.0,461916.0,467096.0,465094.0,58247.0,572516,578011,608923,582575,546994,74067 -2021-05-30,368375.0,408016.0,462651.0,467670.0,465507.0,58338.0,572516,578011,608923,582575,546994,74067 -2021-05-31,368865.0,408541.0,463120.0,467985.0,465717.0,58394.0,572516,578011,608923,582575,546994,74067 -2021-06-01,369530.0,409192.0,463673.0,468447.0,466088.0,58464.0,572516,578011,608923,582575,546994,74067 -2021-06-02,370426.0,410011.0,464324.0,469049.0,466543.0,58555.0,572516,578011,608923,582575,546994,74067 -2021-06-03,371357.0,410823.0,465017.0,469553.0,466900.0,58646.0,572516,578011,608923,582575,546994,74067 -2021-06-04,372232.0,411551.0,465675.0,470078.0,467299.0,58716.0,572516,578011,608923,582575,546994,74067 -2021-06-05,373471.0,412622.0,466501.0,470806.0,467838.0,58821.0,572516,578011,608923,582575,546994,74067 -2021-06-06,374136.0,413308.0,466977.0,471184.0,468153.0,58891.0,572516,578011,608923,582575,546994,74067 -2021-06-07,374801.0,413847.0,467446.0,471597.0,468412.0,58947.0,572516,578011,608923,582575,546994,74067 -2021-06-08,375480.0,414372.0,467866.0,471996.0,468720.0,59010.0,572516,578011,608923,582575,546994,74067 -2021-06-09,376397.0,414974.0,468489.0,472493.0,469105.0,59087.0,572516,578011,608923,582575,546994,74067 -2021-06-10,377174.0,415625.0,469084.0,472976.0,469490.0,59164.0,572516,578011,608923,582575,546994,74067 -2021-06-11,378035.0,416325.0,469749.0,473494.0,469945.0,59255.0,572516,578011,608923,582575,546994,74067 -2021-06-12,379099.0,417172.0,470526.0,474054.0,470407.0,59360.0,572516,578011,608923,582575,546994,74067 -2021-06-13,379687.0,417613.0,470904.0,474390.0,470645.0,59430.0,572516,578011,608923,582575,546994,74067 -2021-06-14,380156.0,418047.0,471268.0,474698.0,470862.0,59472.0,572516,578011,608923,582575,546994,74067 -2021-06-15,380779.0,418502.0,471737.0,475097.0,471135.0,59535.0,572516,578011,608923,582575,546994,74067 -2021-06-16,381479.0,419097.0,472213.0,475468.0,471464.0,59605.0,572516,578011,608923,582575,546994,74067 -2021-06-17,382200.0,419692.0,472731.0,475902.0,471765.0,59682.0,572516,578011,608923,582575,546994,74067 -2021-06-18,382900.0,420371.0,473228.0,476364.0,472115.0,59745.0,572516,578011,608923,582575,546994,74067 -2021-06-19,383845.0,421239.0,473970.0,476959.0,472542.0,59829.0,572516,578011,608923,582575,546994,74067 -2021-06-20,384279.0,421589.0,474243.0,477190.0,472724.0,59864.0,572516,578011,608923,582575,546994,74067 -2021-06-21,384741.0,421911.0,474537.0,477435.0,472913.0,59906.0,572516,578011,608923,582575,546994,74067 -2021-06-22,385245.0,422352.0,474950.0,477743.0,473144.0,59948.0,572516,578011,608923,582575,546994,74067 -2021-06-23,385763.0,422800.0,475342.0,478072.0,473396.0,60011.0,572516,578011,608923,582575,546994,74067 -2021-06-24,386358.0,423304.0,475741.0,478450.0,473648.0,60060.0,572516,578011,608923,582575,546994,74067 -2021-06-25,386974.0,423885.0,476203.0,478793.0,473949.0,60116.0,572516,578011,608923,582575,546994,74067 -2021-06-26,388017.0,424676.0,476903.0,479325.0,474348.0,60221.0,572516,578011,608923,582575,546994,74067 -2021-06-27,388535.0,425145.0,477295.0,479619.0,474558.0,60277.0,572516,578011,608923,582575,546994,74067 -2021-06-28,388899.0,425460.0,477568.0,479815.0,474698.0,60298.0,572516,578011,608923,582575,546994,74067 -2021-06-29,389312.0,425789.0,477890.0,480067.0,474873.0,60340.0,572516,578011,608923,582575,546994,74067 -2021-06-30,389802.0,426195.0,478247.0,480326.0,475125.0,60403.0,572516,578011,608923,582575,546994,74067 -2021-07-01,390285.0,426573.0,478590.0,480634.0,475356.0,60466.0,572516,578011,608923,582575,546994,74067 -2021-07-02,390747.0,426993.0,478898.0,480900.0,475573.0,60529.0,572516,578011,608923,582575,546994,74067 -2021-07-03,391258.0,427532.0,479381.0,481257.0,475846.0,60606.0,572516,578011,608923,582575,546994,74067 -2021-07-04,391496.0,427819.0,479577.0,481425.0,475965.0,60641.0,572516,578011,608923,582575,546994,74067 -2021-07-05,391804.0,428071.0,479780.0,481600.0,476091.0,60669.0,572516,578011,608923,582575,546994,74067 -2021-07-06,392112.0,428393.0,480067.0,481824.0,476252.0,60704.0,572516,578011,608923,582575,546994,74067 -2021-07-07,392511.0,428743.0,480403.0,482111.0,476476.0,60732.0,572516,578011,608923,582575,546994,74067 -2021-07-08,392938.0,429114.0,480767.0,482391.0,476679.0,60788.0,572516,578011,608923,582575,546994,74067 -2021-07-09,393428.0,429492.0,481131.0,482685.0,476903.0,60830.0,572516,578011,608923,582575,546994,74067 -2021-07-10,393981.0,430017.0,481593.0,483077.0,477162.0,60886.0,572516,578011,608923,582575,546994,74067 -2021-07-11,394240.0,430241.0,481810.0,483245.0,477260.0,60914.0,572516,578011,608923,582575,546994,74067 -2021-07-12,394478.0,430472.0,482020.0,483378.0,477372.0,60935.0,572516,578011,608923,582575,546994,74067 -2021-07-13,394709.0,430745.0,482244.0,483560.0,477505.0,60956.0,572516,578011,608923,582575,546994,74067 -2021-07-14,395066.0,431025.0,482496.0,483791.0,477666.0,60984.0,572516,578011,608923,582575,546994,74067 -2021-07-15,395437.0,431347.0,482797.0,484029.0,477841.0,61019.0,572516,578011,608923,582575,546994,74067 -2021-07-16,395864.0,431690.0,483091.0,484281.0,478037.0,61061.0,572516,578011,608923,582575,546994,74067 -2021-07-17,396354.0,432082.0,483532.0,484596.0,478310.0,61131.0,572516,578011,608923,582575,546994,74067 -2021-07-18,396578.0,432271.0,483728.0,484750.0,478443.0,61159.0,572516,578011,608923,582575,546994,74067 -2021-07-19,396788.0,432481.0,483931.0,484918.0,478541.0,61187.0,572516,578011,608923,582575,546994,74067 -2021-07-20,397012.0,432705.0,484141.0,485065.0,478646.0,61208.0,572516,578011,608923,582575,546994,74067 -2021-07-21,397313.0,432985.0,484386.0,485254.0,478779.0,61236.0,572516,578011,608923,582575,546994,74067 -2021-07-22,397656.0,433209.0,484582.0,485436.0,478919.0,61264.0,572516,578011,608923,582575,546994,74067 -2021-07-23,397978.0,433468.0,484806.0,485611.0,479052.0,61292.0,572516,578011,608923,582575,546994,74067 -2021-07-24,398370.0,433797.0,485079.0,485814.0,479206.0,61334.0,572516,578011,608923,582575,546994,74067 -2021-07-25,398594.0,433951.0,485219.0,485933.0,479283.0,61355.0,572516,578011,608923,582575,546994,74067 -2021-07-26,398762.0,434126.0,485366.0,486038.0,479360.0,61383.0,572516,578011,608923,582575,546994,74067 -2021-07-27,398972.0,434315.0,485527.0,486171.0,479437.0,61397.0,572516,578011,608923,582575,546994,74067 -2021-07-28,399238.0,434518.0,485730.0,486318.0,479542.0,61418.0,572516,578011,608923,582575,546994,74067 -2021-07-29,399511.0,434714.0,485912.0,486458.0,479640.0,61439.0,572516,578011,608923,582575,546994,74067 -2021-07-30,399770.0,434896.0,486087.0,486598.0,479745.0,61467.0,572516,578011,608923,582575,546994,74067 -2021-07-31,400092.0,435148.0,486339.0,486759.0,479864.0,61495.0,572516,578011,608923,582575,546994,74067 -2021-08-01,400232.0,435267.0,486458.0,486836.0,479927.0,61509.0,572516,578011,608923,582575,546994,74067 -2021-08-02,400421.0,435449.0,486584.0,486934.0,480011.0,61530.0,572516,578011,608923,582575,546994,74067 -2021-08-03,400652.0,435624.0,486689.0,487018.0,480081.0,61544.0,572516,578011,608923,582575,546994,74067 -2021-08-04,400890.0,435792.0,486815.0,487137.0,480165.0,61565.0,572516,578011,608923,582575,546994,74067 -2021-08-05,401142.0,435967.0,486948.0,487256.0,480235.0,61586.0,572516,578011,608923,582575,546994,74067 -2021-08-06,401394.0,436184.0,487081.0,487389.0,480333.0,61607.0,572516,578011,608923,582575,546994,74067 -2021-08-07,401646.0,436394.0,487291.0,487550.0,480466.0,61635.0,572516,578011,608923,582575,546994,74067 -2021-08-08,401786.0,436513.0,487382.0,487606.0,480522.0,61656.0,572516,578011,608923,582575,546994,74067 -2021-08-09,401947.0,436646.0,487508.0,487690.0,480592.0,61670.0,572516,578011,608923,582575,546994,74067 -2021-08-10,402115.0,436800.0,487634.0,487781.0,480676.0,61691.0,572516,578011,608923,582575,546994,74067 -2021-08-11,402318.0,437024.0,487795.0,487886.0,480767.0,61719.0,572516,578011,608923,582575,546994,74067 -2021-08-12,402563.0,437206.0,487949.0,488005.0,480851.0,61747.0,572516,578011,608923,582575,546994,74067 -2021-08-13,402738.0,437339.0,488096.0,488096.0,480914.0,61761.0,572516,578011,608923,582575,546994,74067 -2021-08-14,402948.0,437514.0,488243.0,488222.0,481019.0,61775.0,572516,578011,608923,582575,546994,74067 -2021-08-15,403067.0,437612.0,488327.0,488285.0,481061.0,61796.0,572516,578011,608923,582575,546994,74067 -2021-08-16,403179.0,437738.0,488439.0,488348.0,481138.0,61810.0,572516,578011,608923,582575,546994,74067 -2021-08-17,403333.0,437857.0,488544.0,488432.0,481201.0,61817.0,572516,578011,608923,582575,546994,74067 -2021-08-18,403494.0,437976.0,488670.0,488516.0,481278.0,61838.0,572516,578011,608923,582575,546994,74067 -2021-08-19,403501.0,437983.0,488684.0,488516.0,481278.0,61838.0,572516,578011,608923,582575,546994,74067 +2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,572551,578242,609343,582932,547134,74438 +2020-12-02,0.0,0.0,0.0,0.0,0.0,0.0,572551,578242,609343,582932,547134,74438 +2020-12-03,0.0,0.0,0.0,0.0,0.0,0.0,572551,578242,609343,582932,547134,74438 +2020-12-04,0.0,0.0,0.0,0.0,0.0,0.0,572551,578242,609343,582932,547134,74438 +2020-12-07,0.0,0.0,0.0,0.0,0.0,0.0,572551,578242,609343,582932,547134,74438 +2020-12-08,49.0,63.0,56.0,77.0,98.0,14.0,572551,578242,609343,582932,547134,74438 +2020-12-09,147.0,147.0,182.0,196.0,231.0,35.0,572551,578242,609343,582932,547134,74438 +2020-12-10,238.0,245.0,280.0,336.0,385.0,49.0,572551,578242,609343,582932,547134,74438 +2020-12-11,329.0,364.0,406.0,476.0,553.0,56.0,572551,578242,609343,582932,547134,74438 +2020-12-12,413.0,476.0,567.0,637.0,742.0,84.0,572551,578242,609343,582932,547134,74438 +2020-12-13,490.0,560.0,651.0,735.0,882.0,98.0,572551,578242,609343,582932,547134,74438 +2020-12-14,567.0,665.0,784.0,896.0,1057.0,119.0,572551,578242,609343,582932,547134,74438 +2020-12-15,707.0,861.0,1022.0,1155.0,1337.0,154.0,572551,578242,609343,582932,547134,74438 +2020-12-16,910.0,1078.0,1281.0,1442.0,1666.0,189.0,572551,578242,609343,582932,547134,74438 +2020-12-17,1127.0,1365.0,1596.0,1792.0,2072.0,238.0,572551,578242,609343,582932,547134,74438 +2020-12-18,1309.0,1638.0,1939.0,2156.0,2485.0,287.0,572551,578242,609343,582932,547134,74438 +2020-12-19,1484.0,1855.0,2198.0,2464.0,2828.0,315.0,572551,578242,609343,582932,547134,74438 +2020-12-20,1736.0,2184.0,2562.0,2835.0,3339.0,385.0,572551,578242,609343,582932,547134,74438 +2020-12-21,2044.0,2562.0,3052.0,3332.0,3920.0,462.0,572551,578242,609343,582932,547134,74438 +2020-12-22,2324.0,2870.0,3444.0,3801.0,4431.0,525.0,572551,578242,609343,582932,547134,74438 +2020-12-23,2723.0,3318.0,3983.0,4403.0,5096.0,595.0,572551,578242,609343,582932,547134,74438 +2020-12-24,2870.0,3521.0,4249.0,4704.0,5481.0,637.0,572551,578242,609343,582932,547134,74438 +2020-12-25,2870.0,3521.0,4249.0,4704.0,5481.0,637.0,572551,578242,609343,582932,547134,74438 +2020-12-26,2877.0,3542.0,4263.0,4732.0,5495.0,637.0,572551,578242,609343,582932,547134,74438 +2020-12-27,2933.0,3619.0,4375.0,4837.0,5586.0,644.0,572551,578242,609343,582932,547134,74438 +2020-12-28,3031.0,3724.0,4515.0,5005.0,5761.0,658.0,572551,578242,609343,582932,547134,74438 +2020-12-29,3290.0,4067.0,4872.0,5446.0,6174.0,721.0,572551,578242,609343,582932,547134,74438 +2020-12-30,3941.0,4900.0,5754.0,6307.0,7105.0,833.0,572551,578242,609343,582932,547134,74438 +2020-12-31,4585.0,5670.0,6629.0,7224.0,7945.0,966.0,572551,578242,609343,582932,547134,74438 +2021-01-01,4753.0,5859.0,6853.0,7483.0,8169.0,987.0,572551,578242,609343,582932,547134,74438 +2021-01-02,4928.0,6125.0,7154.0,7756.0,8484.0,1029.0,572551,578242,609343,582932,547134,74438 +2021-01-03,5124.0,6342.0,7392.0,8015.0,8743.0,1071.0,572551,578242,609343,582932,547134,74438 +2021-01-04,5404.0,6734.0,7833.0,8435.0,9219.0,1134.0,572551,578242,609343,582932,547134,74438 +2021-01-05,5880.0,7385.0,8652.0,9275.0,10059.0,1260.0,572551,578242,609343,582932,547134,74438 +2021-01-06,6524.0,8260.0,9751.0,10381.0,11256.0,1393.0,572551,578242,609343,582932,547134,74438 +2021-01-07,7469.0,9597.0,11312.0,12012.0,12964.0,1596.0,572551,578242,609343,582932,547134,74438 +2021-01-08,8568.0,11039.0,12894.0,13720.0,14735.0,1820.0,572551,578242,609343,582932,547134,74438 +2021-01-09,9506.0,12166.0,14371.0,15267.0,16387.0,2037.0,572551,578242,609343,582932,547134,74438 +2021-01-10,10080.0,12908.0,15267.0,16254.0,17486.0,2163.0,572551,578242,609343,582932,547134,74438 +2021-01-11,10906.0,14070.0,16597.0,17710.0,18879.0,2352.0,572551,578242,609343,582932,547134,74438 +2021-01-12,12117.0,15589.0,18207.0,19460.0,20608.0,2576.0,572551,578242,609343,582932,547134,74438 +2021-01-13,13524.0,17255.0,19978.0,21280.0,22344.0,2821.0,572551,578242,609343,582932,547134,74438 +2021-01-14,15050.0,19005.0,21966.0,23247.0,24262.0,3101.0,572551,578242,609343,582932,547134,74438 +2021-01-15,16632.0,20986.0,24297.0,25550.0,26502.0,3374.0,572551,578242,609343,582932,547134,74438 +2021-01-16,18095.0,22596.0,26194.0,27503.0,28581.0,3619.0,572551,578242,609343,582932,547134,74438 +2021-01-17,18991.0,23758.0,27608.0,28917.0,30065.0,3787.0,572551,578242,609343,582932,547134,74438 +2021-01-18,20181.0,25088.0,29190.0,30464.0,31661.0,3997.0,572551,578242,609343,582932,547134,74438 +2021-01-19,21483.0,26705.0,31038.0,32256.0,33341.0,4256.0,572551,578242,609343,582932,547134,74438 +2021-01-20,22974.0,28427.0,33026.0,34223.0,35238.0,4515.0,572551,578242,609343,582932,547134,74438 +2021-01-21,24703.0,30191.0,35035.0,36085.0,37114.0,4774.0,572551,578242,609343,582932,547134,74438 +2021-01-22,26418.0,32165.0,37317.0,38255.0,39165.0,5068.0,572551,578242,609343,582932,547134,74438 +2021-01-23,27776.0,33677.0,39102.0,40026.0,40950.0,5299.0,572551,578242,609343,582932,547134,74438 +2021-01-24,28616.0,34636.0,40159.0,41181.0,41930.0,5432.0,572551,578242,609343,582932,547134,74438 +2021-01-25,29680.0,35847.0,41531.0,42392.0,43183.0,5614.0,572551,578242,609343,582932,547134,74438 +2021-01-26,30898.0,37310.0,43099.0,43862.0,44583.0,5803.0,572551,578242,609343,582932,547134,74438 +2021-01-27,32025.0,38640.0,44569.0,45199.0,45822.0,5992.0,572551,578242,609343,582932,547134,74438 +2021-01-28,33243.0,39991.0,46004.0,46634.0,47159.0,6160.0,572551,578242,609343,582932,547134,74438 +2021-01-29,34496.0,41398.0,47523.0,48265.0,48608.0,6342.0,572551,578242,609343,582932,547134,74438 +2021-01-30,35462.0,42518.0,48804.0,49532.0,49833.0,6503.0,572551,578242,609343,582932,547134,74438 +2021-01-31,36211.0,43393.0,49805.0,50491.0,50799.0,6643.0,572551,578242,609343,582932,547134,74438 +2021-02-01,37009.0,44282.0,50757.0,51380.0,51632.0,6748.0,572551,578242,609343,582932,547134,74438 +2021-02-02,37835.0,45150.0,51751.0,52346.0,52514.0,6881.0,572551,578242,609343,582932,547134,74438 +2021-02-03,38752.0,46109.0,52808.0,53375.0,53431.0,7021.0,572551,578242,609343,582932,547134,74438 +2021-02-04,39774.0,47201.0,54005.0,54565.0,54509.0,7175.0,572551,578242,609343,582932,547134,74438 +2021-02-05,40796.0,48300.0,55160.0,55734.0,55517.0,7315.0,572551,578242,609343,582932,547134,74438 +2021-02-06,41608.0,49182.0,56224.0,56756.0,56518.0,7434.0,572551,578242,609343,582932,547134,74438 +2021-02-07,42084.0,49770.0,56840.0,57358.0,57113.0,7511.0,572551,578242,609343,582932,547134,74438 +2021-02-08,42651.0,50330.0,57456.0,57953.0,57680.0,7574.0,572551,578242,609343,582932,547134,74438 +2021-02-09,43358.0,51093.0,58247.0,58737.0,58401.0,7693.0,572551,578242,609343,582932,547134,74438 +2021-02-10,44177.0,51933.0,59164.0,59605.0,59185.0,7812.0,572551,578242,609343,582932,547134,74438 +2021-02-11,45262.0,52976.0,60319.0,60704.0,60095.0,7966.0,572551,578242,609343,582932,547134,74438 +2021-02-12,46417.0,54278.0,61768.0,62132.0,61362.0,8134.0,572551,578242,609343,582932,547134,74438 +2021-02-13,47593.0,55629.0,63294.0,63609.0,62664.0,8309.0,572551,578242,609343,582932,547134,74438 +2021-02-14,48251.0,56399.0,64204.0,64498.0,63462.0,8407.0,572551,578242,609343,582932,547134,74438 +2021-02-15,49196.0,57323.0,65219.0,65387.0,64337.0,8533.0,572551,578242,609343,582932,547134,74438 +2021-02-16,50869.0,59108.0,67123.0,67088.0,65926.0,8757.0,572551,578242,609343,582932,547134,74438 +2021-02-17,53613.0,61922.0,70084.0,69573.0,68222.0,9114.0,572551,578242,609343,582932,547134,74438 +2021-02-18,56378.0,64757.0,72996.0,72464.0,70819.0,9492.0,572551,578242,609343,582932,547134,74438 +2021-02-19,58919.0,67305.0,75663.0,74872.0,73087.0,9807.0,572551,578242,609343,582932,547134,74438 +2021-02-20,61460.0,69454.0,78218.0,77497.0,75859.0,10115.0,572551,578242,609343,582932,547134,74438 +2021-02-21,62657.0,70469.0,79478.0,78484.0,76937.0,10255.0,572551,578242,609343,582932,547134,74438 +2021-02-22,64148.0,71624.0,80759.0,79660.0,78015.0,10416.0,572551,578242,609343,582932,547134,74438 +2021-02-23,66829.0,74333.0,83566.0,82537.0,80710.0,10752.0,572551,578242,609343,582932,547134,74438 +2021-02-24,70882.0,77959.0,87220.0,86156.0,83916.0,11207.0,572551,578242,609343,582932,547134,74438 +2021-02-25,74648.0,81732.0,91574.0,90265.0,87570.0,11704.0,572551,578242,609343,582932,547134,74438 +2021-02-26,78820.0,85792.0,95949.0,94591.0,91371.0,12236.0,572551,578242,609343,582932,547134,74438 +2021-02-27,82278.0,89061.0,99463.0,97986.0,94787.0,12649.0,572551,578242,609343,582932,547134,74438 +2021-02-28,83762.0,90797.0,101094.0,99197.0,96124.0,12852.0,572551,578242,609343,582932,547134,74438 +2021-03-01,85295.0,92141.0,102452.0,100198.0,97118.0,13041.0,572551,578242,609343,582932,547134,74438 +2021-03-02,86793.0,93555.0,103901.0,101402.0,98273.0,13181.0,572551,578242,609343,582932,547134,74438 +2021-03-03,89418.0,96124.0,106715.0,103922.0,100436.0,13545.0,572551,578242,609343,582932,547134,74438 +2021-03-04,92491.0,99001.0,109935.0,106925.0,103285.0,13930.0,572551,578242,609343,582932,547134,74438 +2021-03-05,96082.0,102354.0,113519.0,110369.0,106477.0,14350.0,572551,578242,609343,582932,547134,74438 +2021-03-06,99981.0,106057.0,117733.0,114289.0,110439.0,14826.0,572551,578242,609343,582932,547134,74438 +2021-03-07,101276.0,107051.0,118818.0,115192.0,111398.0,14980.0,572551,578242,609343,582932,547134,74438 +2021-03-08,102655.0,108080.0,119875.0,116074.0,112203.0,15127.0,572551,578242,609343,582932,547134,74438 +2021-03-09,104286.0,109515.0,121247.0,117334.0,113211.0,15323.0,572551,578242,609343,582932,547134,74438 +2021-03-10,105903.0,111125.0,123116.0,118993.0,115115.0,15554.0,572551,578242,609343,582932,547134,74438 +2021-03-11,107324.0,112546.0,124460.0,120442.0,116354.0,15722.0,572551,578242,609343,582932,547134,74438 +2021-03-12,110229.0,115185.0,127407.0,123144.0,118930.0,16065.0,572551,578242,609343,582932,547134,74438 +2021-03-13,114142.0,119315.0,131943.0,127281.0,122745.0,16590.0,572551,578242,609343,582932,547134,74438 +2021-03-14,116109.0,121408.0,133637.0,128870.0,124551.0,16856.0,572551,578242,609343,582932,547134,74438 +2021-03-15,118580.0,123844.0,136052.0,131180.0,126924.0,17185.0,572551,578242,609343,582932,547134,74438 +2021-03-16,121786.0,126896.0,138908.0,134232.0,129906.0,17563.0,572551,578242,609343,582932,547134,74438 +2021-03-17,125356.0,130249.0,142275.0,137725.0,133168.0,17976.0,572551,578242,609343,582932,547134,74438 +2021-03-18,129115.0,134197.0,146132.0,141631.0,137158.0,18438.0,572551,578242,609343,582932,547134,74438 +2021-03-19,133406.0,138901.0,151256.0,146594.0,142121.0,19005.0,572551,578242,609343,582932,547134,74438 +2021-03-20,139216.0,145117.0,159159.0,154483.0,149520.0,19873.0,572551,578242,609343,582932,547134,74438 +2021-03-21,141792.0,148197.0,162876.0,158235.0,153342.0,20300.0,572551,578242,609343,582932,547134,74438 +2021-03-22,144221.0,151081.0,165970.0,161392.0,156352.0,20657.0,572551,578242,609343,582932,547134,74438 +2021-03-23,147077.0,154175.0,169687.0,165193.0,160384.0,21112.0,572551,578242,609343,582932,547134,74438 +2021-03-24,150227.0,157871.0,174209.0,170114.0,165060.0,21665.0,572551,578242,609343,582932,547134,74438 +2021-03-25,155183.0,162862.0,179389.0,175735.0,170933.0,22274.0,572551,578242,609343,582932,547134,74438 +2021-03-26,161098.0,168889.0,186172.0,183715.0,178472.0,23079.0,572551,578242,609343,582932,547134,74438 +2021-03-27,170527.0,178857.0,197820.0,196084.0,190701.0,24353.0,572551,578242,609343,582932,547134,74438 +2021-03-28,176337.0,184653.0,203630.0,202139.0,197456.0,25158.0,572551,578242,609343,582932,547134,74438 +2021-03-29,180285.0,188881.0,207781.0,206682.0,202342.0,25697.0,572551,578242,609343,582932,547134,74438 +2021-03-30,184240.0,193277.0,212310.0,211568.0,207977.0,26271.0,572551,578242,609343,582932,547134,74438 +2021-03-31,188741.0,197953.0,217140.0,216461.0,212317.0,26838.0,572551,578242,609343,582932,547134,74438 +2021-04-01,192017.0,201222.0,220794.0,220493.0,216531.0,27272.0,572551,578242,609343,582932,547134,74438 +2021-04-02,193571.0,203147.0,222551.0,222285.0,218582.0,27503.0,572551,578242,609343,582932,547134,74438 +2021-04-03,194992.0,204869.0,224175.0,224091.0,220451.0,27825.0,572551,578242,609343,582932,547134,74438 +2021-04-04,195643.0,205751.0,225134.0,224882.0,221298.0,27944.0,572551,578242,609343,582932,547134,74438 +2021-04-05,196042.0,206248.0,225554.0,225365.0,221732.0,28007.0,572551,578242,609343,582932,547134,74438 +2021-04-06,197617.0,207655.0,227073.0,227332.0,223608.0,28273.0,572551,578242,609343,582932,547134,74438 +2021-04-07,199535.0,209258.0,229005.0,229439.0,225596.0,28532.0,572551,578242,609343,582932,547134,74438 +2021-04-08,201068.0,210980.0,230545.0,231007.0,227171.0,28763.0,572551,578242,609343,582932,547134,74438 +2021-04-09,203021.0,212821.0,232414.0,233275.0,229446.0,29071.0,572551,578242,609343,582932,547134,74438 +2021-04-10,205611.0,215082.0,235256.0,236551.0,232610.0,29449.0,572551,578242,609343,582932,547134,74438 +2021-04-11,207018.0,216321.0,236789.0,237937.0,234304.0,29624.0,572551,578242,609343,582932,547134,74438 +2021-04-12,207991.0,216986.0,237314.0,238483.0,234808.0,29722.0,572551,578242,609343,582932,547134,74438 +2021-04-13,209265.0,218414.0,239106.0,241052.0,237223.0,29995.0,572551,578242,609343,582932,547134,74438 +2021-04-14,211568.0,221963.0,243775.0,246540.0,242676.0,30548.0,572551,578242,609343,582932,547134,74438 +2021-04-15,215215.0,226807.0,250243.0,254177.0,251041.0,31367.0,572551,578242,609343,582932,547134,74438 +2021-04-16,219114.0,232099.0,257040.0,261429.0,259686.0,32277.0,572551,578242,609343,582932,547134,74438 +2021-04-17,224742.0,238525.0,264929.0,270081.0,268632.0,33208.0,572551,578242,609343,582932,547134,74438 +2021-04-18,227626.0,242627.0,269864.0,275443.0,274253.0,33831.0,572551,578242,609343,582932,547134,74438 +2021-04-19,230300.0,246918.0,275429.0,281351.0,280490.0,34419.0,572551,578242,609343,582932,547134,74438 +2021-04-20,233023.0,251027.0,280343.0,286685.0,286195.0,35049.0,572551,578242,609343,582932,547134,74438 +2021-04-21,236796.0,255619.0,286328.0,292824.0,292425.0,35721.0,572551,578242,609343,582932,547134,74438 +2021-04-22,240793.0,260687.0,292565.0,299754.0,299411.0,36526.0,572551,578242,609343,582932,547134,74438 +2021-04-23,245007.0,265594.0,298767.0,306341.0,305956.0,37219.0,572551,578242,609343,582932,547134,74438 +2021-04-24,251223.0,273091.0,306859.0,314762.0,314685.0,38332.0,572551,578242,609343,582932,547134,74438 +2021-04-25,253953.0,276339.0,311241.0,318906.0,319025.0,38836.0,572551,578242,609343,582932,547134,74438 +2021-04-26,256613.0,279489.0,315140.0,322798.0,322518.0,39263.0,572551,578242,609343,582932,547134,74438 +2021-04-27,260022.0,284116.0,321216.0,329168.0,328986.0,39942.0,572551,578242,609343,582932,547134,74438 +2021-04-28,263837.0,288974.0,327754.0,335993.0,335734.0,40754.0,572551,578242,609343,582932,547134,74438 +2021-04-29,268219.0,294588.0,334355.0,343084.0,343196.0,41650.0,572551,578242,609343,582932,547134,74438 +2021-04-30,273007.0,300678.0,341551.0,349979.0,349923.0,42504.0,572551,578242,609343,582932,547134,74438 +2021-05-01,278096.0,307195.0,349398.0,358099.0,358344.0,43582.0,572551,578242,609343,582932,547134,74438 +2021-05-02,280973.0,311178.0,354256.0,363083.0,363951.0,44247.0,572551,578242,609343,582932,547134,74438 +2021-05-03,283717.0,314461.0,358379.0,367248.0,368508.0,44821.0,572551,578242,609343,582932,547134,74438 +2021-05-04,287756.0,319641.0,364819.0,373779.0,376677.0,45696.0,572551,578242,609343,582932,547134,74438 +2021-05-05,291718.0,324898.0,371805.0,380856.0,384216.0,46599.0,572551,578242,609343,582932,547134,74438 +2021-05-06,295673.0,329868.0,377713.0,387121.0,390894.0,47425.0,572551,578242,609343,582932,547134,74438 +2021-05-07,300475.0,336140.0,384503.0,394247.0,397992.0,48384.0,572551,578242,609343,582932,547134,74438 +2021-05-08,307013.0,343903.0,393918.0,403298.0,407141.0,49609.0,572551,578242,609343,582932,547134,74438 +2021-05-09,310366.0,348159.0,398587.0,408205.0,412251.0,50281.0,572551,578242,609343,582932,547134,74438 +2021-05-10,313656.0,352121.0,403312.0,412643.0,417025.0,50904.0,572551,578242,609343,582932,547134,74438 +2021-05-11,317156.0,356167.0,407778.0,417263.0,421365.0,51583.0,572551,578242,609343,582932,547134,74438 +2021-05-12,320824.0,360073.0,412692.0,421827.0,425957.0,52234.0,572551,578242,609343,582932,547134,74438 +2021-05-13,324709.0,364595.0,418257.0,427105.0,430969.0,52976.0,572551,578242,609343,582932,547134,74438 +2021-05-14,329476.0,369761.0,424228.0,432789.0,435883.0,53683.0,572551,578242,609343,582932,547134,74438 +2021-05-15,335594.0,376012.0,430808.0,438935.0,441595.0,54551.0,572551,578242,609343,582932,547134,74438 +2021-05-16,338527.0,379183.0,434126.0,441847.0,444248.0,54992.0,572551,578242,609343,582932,547134,74438 +2021-05-17,341075.0,381437.0,436443.0,444206.0,446026.0,55286.0,572551,578242,609343,582932,547134,74438 +2021-05-18,343693.0,383936.0,439110.0,446985.0,448364.0,55657.0,572551,578242,609343,582932,547134,74438 +2021-05-19,347053.0,387513.0,442652.0,450387.0,451248.0,56084.0,572551,578242,609343,582932,547134,74438 +2021-05-20,350056.0,390572.0,445683.0,453229.0,453838.0,56483.0,572551,578242,609343,582932,547134,74438 +2021-05-21,352947.0,393372.0,448427.0,455651.0,455777.0,56784.0,572551,578242,609343,582932,547134,74438 +2021-05-22,356216.0,396557.0,451857.0,458535.0,458010.0,57225.0,572551,578242,609343,582932,547134,74438 +2021-05-23,357707.0,398034.0,453320.0,459816.0,459095.0,57428.0,572551,578242,609343,582932,547134,74438 +2021-05-24,358995.0,399315.0,454559.0,460943.0,460012.0,57589.0,572551,578242,609343,582932,547134,74438 +2021-05-25,360556.0,400785.0,456036.0,462308.0,461097.0,57764.0,572551,578242,609343,582932,547134,74438 +2021-05-26,362292.0,402451.0,457471.0,463666.0,462238.0,57953.0,572551,578242,609343,582932,547134,74438 +2021-05-27,364070.0,404054.0,459165.0,465024.0,463295.0,58149.0,572551,578242,609343,582932,547134,74438 +2021-05-28,365743.0,405573.0,460642.0,466060.0,464212.0,58310.0,572551,578242,609343,582932,547134,74438 +2021-05-29,367402.0,407162.0,462028.0,467103.0,464996.0,58464.0,572551,578242,609343,582932,547134,74438 +2021-05-30,368242.0,408037.0,462763.0,467677.0,465402.0,58555.0,572551,578242,609343,582932,547134,74438 +2021-05-31,368732.0,408562.0,463232.0,467999.0,465619.0,58604.0,572551,578242,609343,582932,547134,74438 +2021-06-01,369397.0,409213.0,463785.0,468461.0,465990.0,58681.0,572551,578242,609343,582932,547134,74438 +2021-06-02,370300.0,410032.0,464436.0,469056.0,466445.0,58772.0,572551,578242,609343,582932,547134,74438 +2021-06-03,371231.0,410851.0,465136.0,469560.0,466795.0,58863.0,572551,578242,609343,582932,547134,74438 +2021-06-04,372106.0,411579.0,465794.0,470092.0,467194.0,58933.0,572551,578242,609343,582932,547134,74438 +2021-06-05,373345.0,412650.0,466627.0,470820.0,467733.0,59038.0,572551,578242,609343,582932,547134,74438 +2021-06-06,374010.0,413329.0,467096.0,471198.0,468048.0,59108.0,572551,578242,609343,582932,547134,74438 +2021-06-07,374668.0,413875.0,467558.0,471604.0,468307.0,59164.0,572551,578242,609343,582932,547134,74438 +2021-06-08,375347.0,414400.0,467978.0,472003.0,468615.0,59227.0,572551,578242,609343,582932,547134,74438 +2021-06-09,376264.0,414995.0,468608.0,472500.0,469000.0,59304.0,572551,578242,609343,582932,547134,74438 +2021-06-10,377055.0,415646.0,469203.0,472990.0,469385.0,59381.0,572551,578242,609343,582932,547134,74438 +2021-06-11,377909.0,416346.0,469868.0,473508.0,469840.0,59479.0,572551,578242,609343,582932,547134,74438 +2021-06-12,378973.0,417193.0,470645.0,474075.0,470295.0,59584.0,572551,578242,609343,582932,547134,74438 +2021-06-13,379561.0,417634.0,471030.0,474411.0,470540.0,59647.0,572551,578242,609343,582932,547134,74438 +2021-06-14,380023.0,418068.0,471387.0,474719.0,470757.0,59696.0,572551,578242,609343,582932,547134,74438 +2021-06-15,380646.0,418523.0,471856.0,475118.0,471030.0,59759.0,572551,578242,609343,582932,547134,74438 +2021-06-16,381353.0,419118.0,472332.0,475489.0,471359.0,59829.0,572551,578242,609343,582932,547134,74438 +2021-06-17,382074.0,419706.0,472850.0,475930.0,471660.0,59906.0,572551,578242,609343,582932,547134,74438 +2021-06-18,382774.0,420385.0,473354.0,476385.0,472003.0,59969.0,572551,578242,609343,582932,547134,74438 +2021-06-19,383719.0,421260.0,474096.0,476987.0,472437.0,60053.0,572551,578242,609343,582932,547134,74438 +2021-06-20,384153.0,421610.0,474369.0,477218.0,472612.0,60088.0,572551,578242,609343,582932,547134,74438 +2021-06-21,384608.0,421939.0,474670.0,477463.0,472808.0,60130.0,572551,578242,609343,582932,547134,74438 +2021-06-22,385119.0,422380.0,475083.0,477771.0,473039.0,60172.0,572551,578242,609343,582932,547134,74438 +2021-06-23,385637.0,422828.0,475475.0,478100.0,473284.0,60235.0,572551,578242,609343,582932,547134,74438 +2021-06-24,386232.0,423325.0,475874.0,478478.0,473543.0,60284.0,572551,578242,609343,582932,547134,74438 +2021-06-25,386855.0,423913.0,476336.0,478828.0,473844.0,60340.0,572551,578242,609343,582932,547134,74438 +2021-06-26,387898.0,424697.0,477043.0,479360.0,474243.0,60445.0,572551,578242,609343,582932,547134,74438 +2021-06-27,388409.0,425166.0,477435.0,479647.0,474453.0,60501.0,572551,578242,609343,582932,547134,74438 +2021-06-28,388773.0,425481.0,477708.0,479843.0,474593.0,60522.0,572551,578242,609343,582932,547134,74438 +2021-06-29,389186.0,425817.0,478023.0,480102.0,474768.0,60564.0,572551,578242,609343,582932,547134,74438 +2021-06-30,389683.0,426223.0,478387.0,480361.0,475020.0,60627.0,572551,578242,609343,582932,547134,74438 +2021-07-01,390166.0,426608.0,478730.0,480669.0,475251.0,60690.0,572551,578242,609343,582932,547134,74438 +2021-07-02,390628.0,427028.0,479031.0,480942.0,475468.0,60753.0,572551,578242,609343,582932,547134,74438 +2021-07-03,391139.0,427567.0,479514.0,481299.0,475741.0,60830.0,572551,578242,609343,582932,547134,74438 +2021-07-04,391377.0,427854.0,479717.0,481467.0,475860.0,60865.0,572551,578242,609343,582932,547134,74438 +2021-07-05,391692.0,428106.0,479920.0,481642.0,475986.0,60893.0,572551,578242,609343,582932,547134,74438 +2021-07-06,392000.0,428428.0,480214.0,481873.0,476147.0,60935.0,572551,578242,609343,582932,547134,74438 +2021-07-07,392399.0,428778.0,480550.0,482153.0,476371.0,60963.0,572551,578242,609343,582932,547134,74438 +2021-07-08,392826.0,429142.0,480914.0,482426.0,476581.0,61012.0,572551,578242,609343,582932,547134,74438 +2021-07-09,393309.0,429520.0,481271.0,482727.0,476798.0,61054.0,572551,578242,609343,582932,547134,74438 +2021-07-10,393869.0,430052.0,481740.0,483119.0,477057.0,61117.0,572551,578242,609343,582932,547134,74438 +2021-07-11,394128.0,430276.0,481950.0,483287.0,477155.0,61138.0,572551,578242,609343,582932,547134,74438 +2021-07-12,394366.0,430507.0,482167.0,483427.0,477267.0,61166.0,572551,578242,609343,582932,547134,74438 +2021-07-13,394597.0,430780.0,482391.0,483602.0,477407.0,61180.0,572551,578242,609343,582932,547134,74438 +2021-07-14,394954.0,431067.0,482636.0,483840.0,477561.0,61215.0,572551,578242,609343,582932,547134,74438 +2021-07-15,395332.0,431382.0,482937.0,484078.0,477736.0,61243.0,572551,578242,609343,582932,547134,74438 +2021-07-16,395752.0,431725.0,483231.0,484330.0,477932.0,61285.0,572551,578242,609343,582932,547134,74438 +2021-07-17,396249.0,432117.0,483679.0,484645.0,478205.0,61355.0,572551,578242,609343,582932,547134,74438 +2021-07-18,396466.0,432313.0,483868.0,484799.0,478345.0,61383.0,572551,578242,609343,582932,547134,74438 +2021-07-19,396676.0,432523.0,484078.0,484967.0,478443.0,61418.0,572551,578242,609343,582932,547134,74438 +2021-07-20,396907.0,432740.0,484288.0,485107.0,478548.0,61439.0,572551,578242,609343,582932,547134,74438 +2021-07-21,397201.0,433020.0,484533.0,485303.0,478681.0,61467.0,572551,578242,609343,582932,547134,74438 +2021-07-22,397544.0,433251.0,484729.0,485485.0,478814.0,61488.0,572551,578242,609343,582932,547134,74438 +2021-07-23,397873.0,433510.0,484953.0,485660.0,478954.0,61523.0,572551,578242,609343,582932,547134,74438 +2021-07-24,398265.0,433839.0,485226.0,485870.0,479101.0,61565.0,572551,578242,609343,582932,547134,74438 +2021-07-25,398489.0,433986.0,485366.0,485989.0,479185.0,61586.0,572551,578242,609343,582932,547134,74438 +2021-07-26,398657.0,434161.0,485520.0,486094.0,479255.0,61614.0,572551,578242,609343,582932,547134,74438 +2021-07-27,398867.0,434357.0,485681.0,486227.0,479332.0,61628.0,572551,578242,609343,582932,547134,74438 +2021-07-28,399133.0,434553.0,485884.0,486374.0,479437.0,61649.0,572551,578242,609343,582932,547134,74438 +2021-07-29,399406.0,434749.0,486066.0,486521.0,479535.0,61670.0,572551,578242,609343,582932,547134,74438 +2021-07-30,399658.0,434931.0,486234.0,486654.0,479640.0,61698.0,572551,578242,609343,582932,547134,74438 +2021-07-31,399980.0,435183.0,486486.0,486815.0,479766.0,61726.0,572551,578242,609343,582932,547134,74438 +2021-08-01,400127.0,435302.0,486612.0,486892.0,479822.0,61740.0,572551,578242,609343,582932,547134,74438 +2021-08-02,400316.0,435484.0,486738.0,486997.0,479906.0,61761.0,572551,578242,609343,582932,547134,74438 +2021-08-03,400547.0,435666.0,486843.0,487074.0,479976.0,61782.0,572551,578242,609343,582932,547134,74438 +2021-08-04,400792.0,435827.0,486969.0,487193.0,480060.0,61803.0,572551,578242,609343,582932,547134,74438 +2021-08-05,401037.0,436009.0,487102.0,487312.0,480130.0,61824.0,572551,578242,609343,582932,547134,74438 +2021-08-06,401289.0,436226.0,487235.0,487445.0,480228.0,61838.0,572551,578242,609343,582932,547134,74438 +2021-08-07,401541.0,436443.0,487452.0,487599.0,480361.0,61873.0,572551,578242,609343,582932,547134,74438 +2021-08-08,401681.0,436562.0,487543.0,487662.0,480417.0,61887.0,572551,578242,609343,582932,547134,74438 +2021-08-09,401842.0,436688.0,487662.0,487739.0,480487.0,61901.0,572551,578242,609343,582932,547134,74438 +2021-08-10,402017.0,436849.0,487795.0,487837.0,480571.0,61929.0,572551,578242,609343,582932,547134,74438 +2021-08-11,402220.0,437066.0,487956.0,487942.0,480662.0,61957.0,572551,578242,609343,582932,547134,74438 +2021-08-12,402465.0,437255.0,488103.0,488061.0,480739.0,61985.0,572551,578242,609343,582932,547134,74438 +2021-08-13,402633.0,437388.0,488257.0,488152.0,480809.0,61999.0,572551,578242,609343,582932,547134,74438 +2021-08-14,402850.0,437563.0,488411.0,488278.0,480914.0,62013.0,572551,578242,609343,582932,547134,74438 +2021-08-15,402976.0,437661.0,488488.0,488341.0,480956.0,62034.0,572551,578242,609343,582932,547134,74438 +2021-08-16,403088.0,437787.0,488600.0,488404.0,481033.0,62048.0,572551,578242,609343,582932,547134,74438 +2021-08-17,403256.0,437913.0,488712.0,488488.0,481096.0,62055.0,572551,578242,609343,582932,547134,74438 +2021-08-18,403424.0,438039.0,488838.0,488572.0,481173.0,62076.0,572551,578242,609343,582932,547134,74438 +2021-08-19,403592.0,438179.0,488964.0,488670.0,481236.0,62090.0,572551,578242,609343,582932,547134,74438 +2021-08-20,403788.0,438305.0,489083.0,488754.0,481299.0,62104.0,572551,578242,609343,582932,547134,74438 +2021-08-21,403991.0,438501.0,489230.0,488873.0,481397.0,62132.0,572551,578242,609343,582932,547134,74438 +2021-08-22,404075.0,438571.0,489314.0,488929.0,481439.0,62139.0,572551,578242,609343,582932,547134,74438 +2021-08-23,404215.0,438676.0,489384.0,488985.0,481481.0,62153.0,572551,578242,609343,582932,547134,74438 +2021-08-24,404369.0,438809.0,489482.0,489090.0,481551.0,62174.0,572551,578242,609343,582932,547134,74438 +2021-08-25,404530.0,438949.0,489608.0,489167.0,481621.0,62188.0,572551,578242,609343,582932,547134,74438 +2021-08-26,404719.0,439089.0,489755.0,489265.0,481677.0,62202.0,572551,578242,609343,582932,547134,74438 +2021-08-27,404880.0,439229.0,489867.0,489356.0,481733.0,62223.0,572551,578242,609343,582932,547134,74438 +2021-08-28,405034.0,439369.0,489972.0,489447.0,481803.0,62244.0,572551,578242,609343,582932,547134,74438 +2021-08-29,405132.0,439453.0,490021.0,489496.0,481838.0,62258.0,572551,578242,609343,582932,547134,74438 +2021-08-30,405202.0,439509.0,490070.0,489531.0,481866.0,62265.0,572551,578242,609343,582932,547134,74438 +2021-08-31,405335.0,439628.0,490154.0,489608.0,481915.0,62279.0,572551,578242,609343,582932,547134,74438 +2021-09-01,405447.0,439740.0,490245.0,489657.0,481964.0,62286.0,572551,578242,609343,582932,547134,74438 diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 50-54 population by ethnicity 6 groups_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 50-54 population by ethnicity 6 groups_tpp.csv index 4fb831e..63dd397 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 50-54 population by ethnicity 6 groups_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 50-54 population by ethnicity 6 groups_tpp.csv @@ -1,259 +1,272 @@ covid_vacc_date,Black,Mixed,Other,South Asian,Unknown,White,Black_total,Mixed_total,Other_total,South Asian_total,Unknown_total,White_total -2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,37933,15491,29190,86135,178535,1220520 -2020-12-04,0.0,0.0,0.0,0.0,0.0,0.0,37933,15491,29190,86135,178535,1220520 -2020-12-07,0.0,0.0,0.0,0.0,0.0,7.0,37933,15491,29190,86135,178535,1220520 -2020-12-08,0.0,0.0,7.0,21.0,28.0,189.0,37933,15491,29190,86135,178535,1220520 -2020-12-09,14.0,7.0,14.0,56.0,63.0,539.0,37933,15491,29190,86135,178535,1220520 -2020-12-10,14.0,14.0,21.0,84.0,84.0,826.0,37933,15491,29190,86135,178535,1220520 -2020-12-11,28.0,14.0,28.0,119.0,126.0,1155.0,37933,15491,29190,86135,178535,1220520 -2020-12-12,35.0,21.0,42.0,154.0,161.0,1491.0,37933,15491,29190,86135,178535,1220520 -2020-12-13,42.0,28.0,49.0,189.0,182.0,1729.0,37933,15491,29190,86135,178535,1220520 -2020-12-14,42.0,28.0,56.0,231.0,238.0,2016.0,37933,15491,29190,86135,178535,1220520 -2020-12-15,63.0,35.0,70.0,287.0,287.0,2541.0,37933,15491,29190,86135,178535,1220520 -2020-12-16,77.0,49.0,84.0,364.0,371.0,3255.0,37933,15491,29190,86135,178535,1220520 -2020-12-17,91.0,63.0,105.0,448.0,462.0,4081.0,37933,15491,29190,86135,178535,1220520 -2020-12-18,119.0,70.0,126.0,567.0,553.0,4879.0,37933,15491,29190,86135,178535,1220520 -2020-12-19,140.0,77.0,147.0,637.0,623.0,5516.0,37933,15491,29190,86135,178535,1220520 -2020-12-20,154.0,91.0,161.0,742.0,735.0,6391.0,37933,15491,29190,86135,178535,1220520 -2020-12-21,175.0,98.0,189.0,882.0,882.0,7588.0,37933,15491,29190,86135,178535,1220520 -2020-12-22,196.0,112.0,224.0,1015.0,1001.0,8659.0,37933,15491,29190,86135,178535,1220520 -2020-12-23,217.0,133.0,273.0,1197.0,1155.0,9884.0,37933,15491,29190,86135,178535,1220520 -2020-12-24,231.0,147.0,287.0,1302.0,1232.0,10486.0,37933,15491,29190,86135,178535,1220520 -2020-12-25,231.0,147.0,287.0,1302.0,1232.0,10493.0,37933,15491,29190,86135,178535,1220520 -2020-12-26,231.0,147.0,287.0,1309.0,1232.0,10507.0,37933,15491,29190,86135,178535,1220520 -2020-12-27,238.0,154.0,301.0,1330.0,1260.0,10682.0,37933,15491,29190,86135,178535,1220520 -2020-12-28,245.0,154.0,308.0,1365.0,1295.0,10997.0,37933,15491,29190,86135,178535,1220520 -2020-12-29,266.0,175.0,343.0,1491.0,1393.0,11837.0,37933,15491,29190,86135,178535,1220520 -2020-12-30,294.0,203.0,406.0,1708.0,1582.0,13916.0,37933,15491,29190,86135,178535,1220520 -2020-12-31,336.0,231.0,455.0,1904.0,1792.0,15939.0,37933,15491,29190,86135,178535,1220520 -2021-01-01,350.0,238.0,483.0,1960.0,1855.0,16499.0,37933,15491,29190,86135,178535,1220520 -2021-01-02,364.0,238.0,497.0,2009.0,1918.0,17143.0,37933,15491,29190,86135,178535,1220520 -2021-01-03,371.0,252.0,497.0,2051.0,1974.0,17654.0,37933,15491,29190,86135,178535,1220520 -2021-01-04,392.0,259.0,518.0,2156.0,2051.0,18599.0,37933,15491,29190,86135,178535,1220520 -2021-01-05,441.0,287.0,588.0,2359.0,2233.0,20454.0,37933,15491,29190,86135,178535,1220520 -2021-01-06,518.0,322.0,637.0,2562.0,2506.0,22897.0,37933,15491,29190,86135,178535,1220520 -2021-01-07,588.0,357.0,728.0,2870.0,2905.0,26537.0,37933,15491,29190,86135,178535,1220520 -2021-01-08,672.0,399.0,826.0,3206.0,3332.0,30520.0,37933,15491,29190,86135,178535,1220520 -2021-01-09,728.0,441.0,903.0,3486.0,3703.0,34027.0,37933,15491,29190,86135,178535,1220520 -2021-01-10,777.0,462.0,945.0,3640.0,3920.0,36225.0,37933,15491,29190,86135,178535,1220520 -2021-01-11,854.0,497.0,1029.0,3864.0,4270.0,39403.0,37933,15491,29190,86135,178535,1220520 -2021-01-12,952.0,532.0,1099.0,4123.0,4725.0,43491.0,37933,15491,29190,86135,178535,1220520 -2021-01-13,1078.0,588.0,1197.0,4375.0,5201.0,47957.0,37933,15491,29190,86135,178535,1220520 -2021-01-14,1197.0,651.0,1295.0,4683.0,5684.0,52808.0,37933,15491,29190,86135,178535,1220520 -2021-01-15,1351.0,707.0,1372.0,4998.0,6223.0,58436.0,37933,15491,29190,86135,178535,1220520 -2021-01-16,1449.0,756.0,1449.0,5306.0,6706.0,63161.0,37933,15491,29190,86135,178535,1220520 -2021-01-17,1540.0,798.0,1491.0,5495.0,7042.0,66381.0,37933,15491,29190,86135,178535,1220520 -2021-01-18,1645.0,847.0,1540.0,5705.0,7434.0,70161.0,37933,15491,29190,86135,178535,1220520 -2021-01-19,1778.0,903.0,1624.0,5908.0,7861.0,74375.0,37933,15491,29190,86135,178535,1220520 -2021-01-20,1918.0,952.0,1708.0,6188.0,8267.0,78890.0,37933,15491,29190,86135,178535,1220520 -2021-01-21,2093.0,1036.0,1771.0,6489.0,8750.0,83734.0,37933,15491,29190,86135,178535,1220520 -2021-01-22,2282.0,1106.0,1855.0,6804.0,9338.0,89348.0,37933,15491,29190,86135,178535,1220520 -2021-01-23,2415.0,1155.0,1918.0,7035.0,9758.0,93779.0,37933,15491,29190,86135,178535,1220520 -2021-01-24,2492.0,1190.0,1953.0,7182.0,10010.0,96516.0,37933,15491,29190,86135,178535,1220520 -2021-01-25,2611.0,1225.0,2002.0,7357.0,10339.0,99673.0,37933,15491,29190,86135,178535,1220520 -2021-01-26,2744.0,1274.0,2051.0,7553.0,10724.0,103243.0,37933,15491,29190,86135,178535,1220520 -2021-01-27,2891.0,1323.0,2107.0,7749.0,11074.0,106715.0,37933,15491,29190,86135,178535,1220520 -2021-01-28,3038.0,1379.0,2163.0,7959.0,11431.0,110271.0,37933,15491,29190,86135,178535,1220520 -2021-01-29,3178.0,1421.0,2219.0,8176.0,11837.0,114016.0,37933,15491,29190,86135,178535,1220520 -2021-01-30,3269.0,1456.0,2261.0,8358.0,12152.0,117187.0,37933,15491,29190,86135,178535,1220520 -2021-01-31,3353.0,1484.0,2289.0,8505.0,12376.0,119490.0,37933,15491,29190,86135,178535,1220520 -2021-02-01,3416.0,1512.0,2331.0,8652.0,12586.0,121625.0,37933,15491,29190,86135,178535,1220520 -2021-02-02,3500.0,1540.0,2373.0,8834.0,12852.0,124054.0,37933,15491,29190,86135,178535,1220520 -2021-02-03,3605.0,1568.0,2422.0,9044.0,13062.0,126616.0,37933,15491,29190,86135,178535,1220520 -2021-02-04,3731.0,1617.0,2464.0,9282.0,13335.0,129556.0,37933,15491,29190,86135,178535,1220520 -2021-02-05,3843.0,1659.0,2520.0,9492.0,13629.0,132314.0,37933,15491,29190,86135,178535,1220520 -2021-02-06,3927.0,1694.0,2548.0,9716.0,13895.0,135009.0,37933,15491,29190,86135,178535,1220520 -2021-02-07,3976.0,1715.0,2576.0,9863.0,14021.0,136584.0,37933,15491,29190,86135,178535,1220520 -2021-02-08,4067.0,1736.0,2597.0,10024.0,14175.0,138089.0,37933,15491,29190,86135,178535,1220520 -2021-02-09,4172.0,1771.0,2625.0,10192.0,14378.0,140056.0,37933,15491,29190,86135,178535,1220520 -2021-02-10,4270.0,1806.0,2667.0,10437.0,14602.0,142275.0,37933,15491,29190,86135,178535,1220520 -2021-02-11,4389.0,1862.0,2723.0,10752.0,14840.0,145292.0,37933,15491,29190,86135,178535,1220520 -2021-02-12,4571.0,1925.0,2814.0,11116.0,15148.0,149331.0,37933,15491,29190,86135,178535,1220520 -2021-02-13,4676.0,1967.0,2877.0,11501.0,15456.0,153412.0,37933,15491,29190,86135,178535,1220520 -2021-02-14,4739.0,2002.0,2919.0,11774.0,15666.0,155939.0,37933,15491,29190,86135,178535,1220520 -2021-02-15,4830.0,2037.0,2968.0,12096.0,15883.0,158592.0,37933,15491,29190,86135,178535,1220520 -2021-02-16,4991.0,2121.0,3059.0,12684.0,16352.0,165004.0,37933,15491,29190,86135,178535,1220520 -2021-02-17,5215.0,2205.0,3206.0,13489.0,17087.0,176862.0,37933,15491,29190,86135,178535,1220520 -2021-02-18,5439.0,2324.0,3346.0,14287.0,17822.0,188244.0,37933,15491,29190,86135,178535,1220520 -2021-02-19,5614.0,2408.0,3458.0,15008.0,18431.0,197414.0,37933,15491,29190,86135,178535,1220520 -2021-02-20,5747.0,2492.0,3577.0,15610.0,19152.0,207165.0,37933,15491,29190,86135,178535,1220520 -2021-02-21,5831.0,2520.0,3647.0,15974.0,19404.0,210763.0,37933,15491,29190,86135,178535,1220520 -2021-02-22,5957.0,2576.0,3717.0,16443.0,19719.0,215110.0,37933,15491,29190,86135,178535,1220520 -2021-02-23,6139.0,2646.0,3864.0,17108.0,20468.0,225988.0,37933,15491,29190,86135,178535,1220520 -2021-02-24,6370.0,2744.0,4025.0,18025.0,21448.0,240142.0,37933,15491,29190,86135,178535,1220520 -2021-02-25,6643.0,2863.0,4242.0,19194.0,22407.0,255143.0,37933,15491,29190,86135,178535,1220520 -2021-02-26,6937.0,3024.0,4452.0,20195.0,23520.0,270543.0,37933,15491,29190,86135,178535,1220520 -2021-02-27,7161.0,3143.0,4634.0,21021.0,24416.0,282569.0,37933,15491,29190,86135,178535,1220520 -2021-02-28,7287.0,3206.0,4697.0,21476.0,24787.0,286944.0,37933,15491,29190,86135,178535,1220520 -2021-03-01,7357.0,3255.0,4760.0,21714.0,25116.0,290430.0,37933,15491,29190,86135,178535,1220520 -2021-03-02,7476.0,3311.0,4900.0,22057.0,25459.0,294770.0,37933,15491,29190,86135,178535,1220520 -2021-03-03,7644.0,3402.0,5033.0,22680.0,26047.0,302491.0,37933,15491,29190,86135,178535,1220520 -2021-03-04,7868.0,3521.0,5173.0,23548.0,26915.0,313705.0,37933,15491,29190,86135,178535,1220520 -2021-03-05,8134.0,3654.0,5348.0,24479.0,27846.0,325682.0,37933,15491,29190,86135,178535,1220520 -2021-03-06,8442.0,3801.0,5614.0,25389.0,28945.0,339199.0,37933,15491,29190,86135,178535,1220520 -2021-03-07,8526.0,3843.0,5663.0,25739.0,29169.0,342650.0,37933,15491,29190,86135,178535,1220520 -2021-03-08,8624.0,3878.0,5719.0,26047.0,29449.0,346003.0,37933,15491,29190,86135,178535,1220520 -2021-03-09,8764.0,3927.0,5810.0,26523.0,29778.0,350399.0,37933,15491,29190,86135,178535,1220520 -2021-03-10,8925.0,3997.0,5915.0,26992.0,30296.0,355999.0,37933,15491,29190,86135,178535,1220520 -2021-03-11,9107.0,4088.0,6062.0,27468.0,30835.0,361998.0,37933,15491,29190,86135,178535,1220520 -2021-03-12,9471.0,4249.0,6349.0,28546.0,32361.0,376068.0,37933,15491,29190,86135,178535,1220520 -2021-03-13,9940.0,4515.0,6741.0,30086.0,35777.0,408044.0,37933,15491,29190,86135,178535,1220520 -2021-03-14,10178.0,4627.0,6965.0,30856.0,36967.0,419699.0,37933,15491,29190,86135,178535,1220520 -2021-03-15,10451.0,4753.0,7217.0,31969.0,38465.0,434756.0,37933,15491,29190,86135,178535,1220520 -2021-03-16,10794.0,4956.0,7539.0,33222.0,41461.0,460964.0,37933,15491,29190,86135,178535,1220520 -2021-03-17,11361.0,5285.0,8134.0,35434.0,46417.0,499121.0,37933,15491,29190,86135,178535,1220520 -2021-03-18,12173.0,5761.0,9037.0,37842.0,54894.0,561071.0,37933,15491,29190,86135,178535,1220520 -2021-03-19,13097.0,6328.0,10108.0,40649.0,63567.0,626318.0,37933,15491,29190,86135,178535,1220520 -2021-03-20,14448.0,7196.0,11564.0,44282.0,78939.0,733278.0,37933,15491,29190,86135,178535,1220520 -2021-03-21,14994.0,7497.0,12187.0,45766.0,84630.0,772100.0,37933,15491,29190,86135,178535,1220520 -2021-03-22,15645.0,7847.0,12845.0,47411.0,89845.0,805917.0,37933,15491,29190,86135,178535,1220520 -2021-03-23,16233.0,8148.0,13559.0,49189.0,95102.0,839650.0,37933,15491,29190,86135,178535,1220520 -2021-03-24,16835.0,8442.0,14182.0,51030.0,100100.0,870212.0,37933,15491,29190,86135,178535,1220520 -2021-03-25,17500.0,8764.0,14847.0,52885.0,105063.0,900739.0,37933,15491,29190,86135,178535,1220520 -2021-03-26,18249.0,9086.0,15428.0,54803.0,110320.0,933037.0,37933,15491,29190,86135,178535,1220520 -2021-03-27,19229.0,9471.0,16177.0,57239.0,117257.0,974043.0,37933,15491,29190,86135,178535,1220520 -2021-03-28,19649.0,9639.0,16576.0,58296.0,120904.0,993419.0,37933,15491,29190,86135,178535,1220520 -2021-03-29,20013.0,9793.0,17010.0,59283.0,123634.0,1007867.0,37933,15491,29190,86135,178535,1220520 -2021-03-30,20363.0,9926.0,17339.0,60081.0,125965.0,1020551.0,37933,15491,29190,86135,178535,1220520 -2021-03-31,20769.0,10087.0,17654.0,60984.0,128338.0,1033298.0,37933,15491,29190,86135,178535,1220520 -2021-04-01,21014.0,10150.0,17801.0,61488.0,129290.0,1038912.0,37933,15491,29190,86135,178535,1220520 -2021-04-02,21133.0,10192.0,17878.0,61747.0,129976.0,1042230.0,37933,15491,29190,86135,178535,1220520 -2021-04-03,21280.0,10234.0,17969.0,62055.0,130641.0,1046108.0,37933,15491,29190,86135,178535,1220520 -2021-04-04,21343.0,10255.0,18011.0,62223.0,130942.0,1047662.0,37933,15491,29190,86135,178535,1220520 -2021-04-05,21371.0,10269.0,18053.0,62307.0,131054.0,1048306.0,37933,15491,29190,86135,178535,1220520 -2021-04-06,21441.0,10297.0,18116.0,62524.0,131271.0,1049685.0,37933,15491,29190,86135,178535,1220520 -2021-04-07,21539.0,10332.0,18186.0,62853.0,131586.0,1051617.0,37933,15491,29190,86135,178535,1220520 -2021-04-08,21651.0,10367.0,18249.0,63098.0,131880.0,1053465.0,37933,15491,29190,86135,178535,1220520 -2021-04-09,21777.0,10409.0,18319.0,63448.0,132272.0,1056125.0,37933,15491,29190,86135,178535,1220520 -2021-04-10,21896.0,10451.0,18396.0,63742.0,132734.0,1059065.0,37933,15491,29190,86135,178535,1220520 -2021-04-11,21931.0,10472.0,18445.0,63896.0,132972.0,1060206.0,37933,15491,29190,86135,178535,1220520 -2021-04-12,21994.0,10486.0,18466.0,64001.0,133126.0,1060997.0,37933,15491,29190,86135,178535,1220520 -2021-04-13,22029.0,10507.0,18508.0,64085.0,133280.0,1061816.0,37933,15491,29190,86135,178535,1220520 -2021-04-14,22092.0,10528.0,18543.0,64176.0,133427.0,1062621.0,37933,15491,29190,86135,178535,1220520 -2021-04-15,22134.0,10549.0,18578.0,64302.0,133567.0,1063468.0,37933,15491,29190,86135,178535,1220520 -2021-04-16,22176.0,10563.0,18606.0,64393.0,133721.0,1064357.0,37933,15491,29190,86135,178535,1220520 -2021-04-17,22253.0,10577.0,18641.0,64512.0,133882.0,1065316.0,37933,15491,29190,86135,178535,1220520 -2021-04-18,22267.0,10584.0,18669.0,64589.0,133966.0,1065771.0,37933,15491,29190,86135,178535,1220520 -2021-04-19,22295.0,10584.0,18683.0,64645.0,134036.0,1066233.0,37933,15491,29190,86135,178535,1220520 -2021-04-20,22309.0,10591.0,18704.0,64701.0,134113.0,1066723.0,37933,15491,29190,86135,178535,1220520 -2021-04-21,22358.0,10605.0,18739.0,64778.0,134197.0,1067304.0,37933,15491,29190,86135,178535,1220520 -2021-04-22,22393.0,10626.0,18760.0,64862.0,134309.0,1067913.0,37933,15491,29190,86135,178535,1220520 -2021-04-23,22428.0,10647.0,18795.0,64932.0,134435.0,1068648.0,37933,15491,29190,86135,178535,1220520 -2021-04-24,22470.0,10654.0,18837.0,65037.0,134582.0,1069432.0,37933,15491,29190,86135,178535,1220520 -2021-04-25,22491.0,10661.0,18851.0,65107.0,134673.0,1069803.0,37933,15491,29190,86135,178535,1220520 -2021-04-26,22519.0,10675.0,18879.0,65170.0,134750.0,1070167.0,37933,15491,29190,86135,178535,1220520 -2021-04-27,22547.0,10682.0,18900.0,65233.0,134841.0,1070650.0,37933,15491,29190,86135,178535,1220520 -2021-04-28,22582.0,10703.0,18921.0,65303.0,134897.0,1071133.0,37933,15491,29190,86135,178535,1220520 -2021-04-29,22624.0,10717.0,18949.0,65366.0,134995.0,1071630.0,37933,15491,29190,86135,178535,1220520 -2021-04-30,22666.0,10738.0,18977.0,65471.0,135107.0,1072162.0,37933,15491,29190,86135,178535,1220520 -2021-05-01,22701.0,10745.0,18998.0,65548.0,135198.0,1072624.0,37933,15491,29190,86135,178535,1220520 -2021-05-02,22722.0,10759.0,19019.0,65597.0,135254.0,1072883.0,37933,15491,29190,86135,178535,1220520 -2021-05-03,22736.0,10759.0,19026.0,65646.0,135282.0,1073037.0,37933,15491,29190,86135,178535,1220520 -2021-05-04,22757.0,10766.0,19040.0,65695.0,135324.0,1073338.0,37933,15491,29190,86135,178535,1220520 -2021-05-05,22785.0,10773.0,19068.0,65772.0,135394.0,1073716.0,37933,15491,29190,86135,178535,1220520 -2021-05-06,22834.0,10780.0,19096.0,65856.0,135464.0,1074150.0,37933,15491,29190,86135,178535,1220520 -2021-05-07,22876.0,10794.0,19138.0,65926.0,135555.0,1074654.0,37933,15491,29190,86135,178535,1220520 -2021-05-08,22918.0,10801.0,19166.0,65996.0,135660.0,1075256.0,37933,15491,29190,86135,178535,1220520 -2021-05-09,22939.0,10808.0,19194.0,66045.0,135737.0,1075522.0,37933,15491,29190,86135,178535,1220520 -2021-05-10,22960.0,10815.0,19222.0,66101.0,135800.0,1075837.0,37933,15491,29190,86135,178535,1220520 -2021-05-11,22995.0,10829.0,19257.0,66206.0,135863.0,1076264.0,37933,15491,29190,86135,178535,1220520 -2021-05-12,23030.0,10843.0,19292.0,66290.0,135961.0,1076852.0,37933,15491,29190,86135,178535,1220520 -2021-05-13,23079.0,10857.0,19341.0,66402.0,136066.0,1077496.0,37933,15491,29190,86135,178535,1220520 -2021-05-14,23135.0,10864.0,19397.0,66563.0,136157.0,1078140.0,37933,15491,29190,86135,178535,1220520 -2021-05-15,23205.0,10878.0,19439.0,66717.0,136283.0,1078861.0,37933,15491,29190,86135,178535,1220520 -2021-05-16,23240.0,10892.0,19474.0,66801.0,136360.0,1079211.0,37933,15491,29190,86135,178535,1220520 -2021-05-17,23268.0,10899.0,19502.0,66892.0,136395.0,1079512.0,37933,15491,29190,86135,178535,1220520 -2021-05-18,23289.0,10913.0,19537.0,67039.0,136458.0,1079953.0,37933,15491,29190,86135,178535,1220520 -2021-05-19,23352.0,10934.0,19593.0,67249.0,136570.0,1080569.0,37933,15491,29190,86135,178535,1220520 -2021-05-20,23415.0,10955.0,19628.0,67445.0,136668.0,1081164.0,37933,15491,29190,86135,178535,1220520 -2021-05-21,23464.0,10962.0,19670.0,67578.0,136766.0,1081703.0,37933,15491,29190,86135,178535,1220520 -2021-05-22,23520.0,10983.0,19698.0,67718.0,136878.0,1082333.0,37933,15491,29190,86135,178535,1220520 -2021-05-23,23541.0,10997.0,19719.0,67816.0,136934.0,1082641.0,37933,15491,29190,86135,178535,1220520 -2021-05-24,23576.0,11004.0,19747.0,67900.0,136990.0,1082970.0,37933,15491,29190,86135,178535,1220520 -2021-05-25,23618.0,11018.0,19782.0,67998.0,137067.0,1083362.0,37933,15491,29190,86135,178535,1220520 -2021-05-26,23674.0,11046.0,19831.0,68124.0,137151.0,1083824.0,37933,15491,29190,86135,178535,1220520 -2021-05-27,23737.0,11067.0,19866.0,68278.0,137242.0,1084307.0,37933,15491,29190,86135,178535,1220520 -2021-05-28,23793.0,11081.0,19901.0,68390.0,137326.0,1084748.0,37933,15491,29190,86135,178535,1220520 -2021-05-29,23842.0,11102.0,19936.0,68509.0,137417.0,1085196.0,37933,15491,29190,86135,178535,1220520 -2021-05-30,23863.0,11116.0,19971.0,68600.0,137466.0,1085392.0,37933,15491,29190,86135,178535,1220520 -2021-05-31,23877.0,11123.0,19999.0,68663.0,137487.0,1085560.0,37933,15491,29190,86135,178535,1220520 -2021-06-01,23905.0,11130.0,20027.0,68733.0,137529.0,1085777.0,37933,15491,29190,86135,178535,1220520 -2021-06-02,23940.0,11144.0,20048.0,68824.0,137606.0,1086085.0,37933,15491,29190,86135,178535,1220520 -2021-06-03,23968.0,11158.0,20076.0,68922.0,137669.0,1086463.0,37933,15491,29190,86135,178535,1220520 -2021-06-04,24017.0,11172.0,20104.0,68999.0,137725.0,1086806.0,37933,15491,29190,86135,178535,1220520 -2021-06-05,24066.0,11179.0,20132.0,69132.0,137809.0,1087275.0,37933,15491,29190,86135,178535,1220520 -2021-06-06,24087.0,11186.0,20153.0,69195.0,137851.0,1087520.0,37933,15491,29190,86135,178535,1220520 -2021-06-07,24115.0,11193.0,20181.0,69265.0,137893.0,1087758.0,37933,15491,29190,86135,178535,1220520 -2021-06-08,24143.0,11193.0,20195.0,69335.0,137935.0,1088010.0,37933,15491,29190,86135,178535,1220520 -2021-06-09,24178.0,11207.0,20237.0,69419.0,138005.0,1088346.0,37933,15491,29190,86135,178535,1220520 -2021-06-10,24220.0,11221.0,20258.0,69503.0,138061.0,1088640.0,37933,15491,29190,86135,178535,1220520 -2021-06-11,24255.0,11228.0,20279.0,69594.0,138131.0,1088969.0,37933,15491,29190,86135,178535,1220520 -2021-06-12,24290.0,11249.0,20307.0,69671.0,138201.0,1089347.0,37933,15491,29190,86135,178535,1220520 -2021-06-13,24311.0,11249.0,20321.0,69720.0,138243.0,1089564.0,37933,15491,29190,86135,178535,1220520 -2021-06-14,24325.0,11256.0,20349.0,69755.0,138271.0,1089781.0,37933,15491,29190,86135,178535,1220520 -2021-06-15,24353.0,11263.0,20363.0,69825.0,138306.0,1090075.0,37933,15491,29190,86135,178535,1220520 -2021-06-16,24381.0,11270.0,20384.0,69902.0,138355.0,1090334.0,37933,15491,29190,86135,178535,1220520 -2021-06-17,24416.0,11277.0,20405.0,69986.0,138404.0,1090628.0,37933,15491,29190,86135,178535,1220520 -2021-06-18,24451.0,11284.0,20419.0,70049.0,138446.0,1090866.0,37933,15491,29190,86135,178535,1220520 -2021-06-19,24507.0,11305.0,20447.0,70154.0,138509.0,1091258.0,37933,15491,29190,86135,178535,1220520 -2021-06-20,24521.0,11305.0,20454.0,70196.0,138544.0,1091412.0,37933,15491,29190,86135,178535,1220520 -2021-06-21,24542.0,11312.0,20468.0,70245.0,138572.0,1091580.0,37933,15491,29190,86135,178535,1220520 -2021-06-22,24577.0,11319.0,20496.0,70294.0,138621.0,1091783.0,37933,15491,29190,86135,178535,1220520 -2021-06-23,24605.0,11326.0,20510.0,70350.0,138649.0,1092014.0,37933,15491,29190,86135,178535,1220520 -2021-06-24,24626.0,11333.0,20531.0,70399.0,138698.0,1092259.0,37933,15491,29190,86135,178535,1220520 -2021-06-25,24654.0,11347.0,20545.0,70462.0,138740.0,1092581.0,37933,15491,29190,86135,178535,1220520 -2021-06-26,24710.0,11368.0,20587.0,70546.0,138824.0,1093064.0,37933,15491,29190,86135,178535,1220520 -2021-06-27,24738.0,11375.0,20608.0,70595.0,138880.0,1093309.0,37933,15491,29190,86135,178535,1220520 -2021-06-28,24759.0,11389.0,20622.0,70630.0,138908.0,1093442.0,37933,15491,29190,86135,178535,1220520 -2021-06-29,24780.0,11396.0,20636.0,70672.0,138943.0,1093631.0,37933,15491,29190,86135,178535,1220520 -2021-06-30,24808.0,11396.0,20657.0,70714.0,138985.0,1093883.0,37933,15491,29190,86135,178535,1220520 -2021-07-01,24843.0,11410.0,20671.0,70749.0,139020.0,1094093.0,37933,15491,29190,86135,178535,1220520 -2021-07-02,24864.0,11417.0,20692.0,70798.0,139055.0,1094303.0,37933,15491,29190,86135,178535,1220520 -2021-07-03,24920.0,11431.0,20713.0,70861.0,139111.0,1094576.0,37933,15491,29190,86135,178535,1220520 -2021-07-04,24927.0,11431.0,20727.0,70896.0,139153.0,1094716.0,37933,15491,29190,86135,178535,1220520 -2021-07-05,24948.0,11438.0,20748.0,70931.0,139181.0,1094863.0,37933,15491,29190,86135,178535,1220520 -2021-07-06,24962.0,11445.0,20769.0,70966.0,139216.0,1095031.0,37933,15491,29190,86135,178535,1220520 -2021-07-07,24990.0,11452.0,20776.0,71008.0,139251.0,1095234.0,37933,15491,29190,86135,178535,1220520 -2021-07-08,25011.0,11459.0,20797.0,71050.0,139293.0,1095444.0,37933,15491,29190,86135,178535,1220520 -2021-07-09,25046.0,11466.0,20818.0,71106.0,139342.0,1095675.0,37933,15491,29190,86135,178535,1220520 -2021-07-10,25081.0,11487.0,20846.0,71162.0,139405.0,1095948.0,37933,15491,29190,86135,178535,1220520 -2021-07-11,25102.0,11494.0,20860.0,71190.0,139433.0,1096074.0,37933,15491,29190,86135,178535,1220520 -2021-07-12,25109.0,11494.0,20867.0,71225.0,139454.0,1096214.0,37933,15491,29190,86135,178535,1220520 -2021-07-13,25123.0,11494.0,20881.0,71253.0,139475.0,1096361.0,37933,15491,29190,86135,178535,1220520 -2021-07-14,25137.0,11508.0,20895.0,71288.0,139510.0,1096543.0,37933,15491,29190,86135,178535,1220520 -2021-07-15,25158.0,11515.0,20909.0,71337.0,139545.0,1096739.0,37933,15491,29190,86135,178535,1220520 -2021-07-16,25186.0,11522.0,20923.0,71379.0,139601.0,1096942.0,37933,15491,29190,86135,178535,1220520 -2021-07-17,25214.0,11529.0,20937.0,71421.0,139643.0,1097243.0,37933,15491,29190,86135,178535,1220520 -2021-07-18,25221.0,11529.0,20951.0,71449.0,139657.0,1097383.0,37933,15491,29190,86135,178535,1220520 -2021-07-19,25249.0,11529.0,20958.0,71477.0,139678.0,1097502.0,37933,15491,29190,86135,178535,1220520 -2021-07-20,25256.0,11536.0,20972.0,71484.0,139699.0,1097642.0,37933,15491,29190,86135,178535,1220520 -2021-07-21,25277.0,11543.0,20979.0,71505.0,139720.0,1097796.0,37933,15491,29190,86135,178535,1220520 -2021-07-22,25305.0,11543.0,20993.0,71533.0,139748.0,1097985.0,37933,15491,29190,86135,178535,1220520 -2021-07-23,25326.0,11550.0,21007.0,71554.0,139776.0,1098125.0,37933,15491,29190,86135,178535,1220520 -2021-07-24,25347.0,11550.0,21021.0,71582.0,139818.0,1098307.0,37933,15491,29190,86135,178535,1220520 -2021-07-25,25361.0,11557.0,21028.0,71596.0,139846.0,1098398.0,37933,15491,29190,86135,178535,1220520 -2021-07-26,25375.0,11557.0,21042.0,71617.0,139867.0,1098503.0,37933,15491,29190,86135,178535,1220520 -2021-07-27,25389.0,11564.0,21049.0,71631.0,139888.0,1098608.0,37933,15491,29190,86135,178535,1220520 -2021-07-28,25403.0,11564.0,21063.0,71673.0,139909.0,1098748.0,37933,15491,29190,86135,178535,1220520 -2021-07-29,25424.0,11571.0,21070.0,71694.0,139930.0,1098895.0,37933,15491,29190,86135,178535,1220520 -2021-07-30,25438.0,11571.0,21084.0,71715.0,139951.0,1099028.0,37933,15491,29190,86135,178535,1220520 -2021-07-31,25459.0,11578.0,21098.0,71743.0,139979.0,1099203.0,37933,15491,29190,86135,178535,1220520 -2021-08-01,25459.0,11578.0,21105.0,71764.0,139993.0,1099280.0,37933,15491,29190,86135,178535,1220520 -2021-08-02,25480.0,11585.0,21105.0,71771.0,140014.0,1099371.0,37933,15491,29190,86135,178535,1220520 -2021-08-03,25494.0,11585.0,21112.0,71792.0,140042.0,1099462.0,37933,15491,29190,86135,178535,1220520 -2021-08-04,25515.0,11592.0,21126.0,71820.0,140063.0,1099560.0,37933,15491,29190,86135,178535,1220520 -2021-08-05,25536.0,11592.0,21133.0,71848.0,140084.0,1099679.0,37933,15491,29190,86135,178535,1220520 -2021-08-06,25557.0,11599.0,21147.0,71869.0,140105.0,1099798.0,37933,15491,29190,86135,178535,1220520 -2021-08-07,25585.0,11599.0,21154.0,71897.0,140140.0,1099959.0,37933,15491,29190,86135,178535,1220520 -2021-08-08,25592.0,11599.0,21161.0,71918.0,140154.0,1100043.0,37933,15491,29190,86135,178535,1220520 -2021-08-09,25606.0,11606.0,21161.0,71939.0,140168.0,1100120.0,37933,15491,29190,86135,178535,1220520 -2021-08-10,25620.0,11613.0,21168.0,71960.0,140189.0,1100211.0,37933,15491,29190,86135,178535,1220520 -2021-08-11,25634.0,11620.0,21175.0,71988.0,140210.0,1100330.0,37933,15491,29190,86135,178535,1220520 -2021-08-12,25655.0,11620.0,21189.0,72009.0,140231.0,1100449.0,37933,15491,29190,86135,178535,1220520 -2021-08-13,25669.0,11627.0,21196.0,72030.0,140245.0,1100540.0,37933,15491,29190,86135,178535,1220520 -2021-08-14,25683.0,11634.0,21203.0,72058.0,140266.0,1100645.0,37933,15491,29190,86135,178535,1220520 -2021-08-15,25697.0,11634.0,21210.0,72079.0,140280.0,1100694.0,37933,15491,29190,86135,178535,1220520 -2021-08-16,25711.0,11641.0,21224.0,72100.0,140287.0,1100757.0,37933,15491,29190,86135,178535,1220520 -2021-08-17,25725.0,11641.0,21224.0,72114.0,140315.0,1100827.0,37933,15491,29190,86135,178535,1220520 -2021-08-18,25732.0,11641.0,21231.0,72128.0,140336.0,1100932.0,37933,15491,29190,86135,178535,1220520 -2021-08-19,25732.0,11641.0,21231.0,72135.0,140343.0,1100939.0,37933,15491,29190,86135,178535,1220520 +2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,37954,15512,29295,86219,178346,1221115 +2020-12-04,0.0,0.0,0.0,0.0,0.0,0.0,37954,15512,29295,86219,178346,1221115 +2020-12-07,0.0,0.0,0.0,0.0,0.0,7.0,37954,15512,29295,86219,178346,1221115 +2020-12-08,0.0,0.0,7.0,21.0,28.0,189.0,37954,15512,29295,86219,178346,1221115 +2020-12-09,14.0,7.0,14.0,56.0,63.0,539.0,37954,15512,29295,86219,178346,1221115 +2020-12-10,14.0,14.0,21.0,84.0,84.0,826.0,37954,15512,29295,86219,178346,1221115 +2020-12-11,28.0,14.0,28.0,119.0,133.0,1155.0,37954,15512,29295,86219,178346,1221115 +2020-12-12,35.0,21.0,42.0,154.0,161.0,1491.0,37954,15512,29295,86219,178346,1221115 +2020-12-13,42.0,28.0,49.0,189.0,189.0,1736.0,37954,15512,29295,86219,178346,1221115 +2020-12-14,42.0,28.0,56.0,231.0,245.0,2016.0,37954,15512,29295,86219,178346,1221115 +2020-12-15,63.0,35.0,70.0,287.0,287.0,2541.0,37954,15512,29295,86219,178346,1221115 +2020-12-16,77.0,49.0,84.0,364.0,371.0,3255.0,37954,15512,29295,86219,178346,1221115 +2020-12-17,91.0,63.0,105.0,448.0,462.0,4081.0,37954,15512,29295,86219,178346,1221115 +2020-12-18,119.0,70.0,126.0,567.0,553.0,4879.0,37954,15512,29295,86219,178346,1221115 +2020-12-19,140.0,77.0,147.0,644.0,623.0,5516.0,37954,15512,29295,86219,178346,1221115 +2020-12-20,154.0,91.0,161.0,742.0,735.0,6391.0,37954,15512,29295,86219,178346,1221115 +2020-12-21,175.0,98.0,189.0,882.0,882.0,7588.0,37954,15512,29295,86219,178346,1221115 +2020-12-22,196.0,112.0,224.0,1022.0,994.0,8659.0,37954,15512,29295,86219,178346,1221115 +2020-12-23,217.0,133.0,266.0,1197.0,1155.0,9891.0,37954,15512,29295,86219,178346,1221115 +2020-12-24,231.0,147.0,287.0,1302.0,1232.0,10493.0,37954,15512,29295,86219,178346,1221115 +2020-12-25,231.0,147.0,287.0,1302.0,1232.0,10493.0,37954,15512,29295,86219,178346,1221115 +2020-12-26,231.0,147.0,287.0,1316.0,1232.0,10514.0,37954,15512,29295,86219,178346,1221115 +2020-12-27,238.0,154.0,301.0,1330.0,1253.0,10682.0,37954,15512,29295,86219,178346,1221115 +2020-12-28,245.0,154.0,308.0,1365.0,1295.0,11004.0,37954,15512,29295,86219,178346,1221115 +2020-12-29,266.0,175.0,343.0,1491.0,1393.0,11837.0,37954,15512,29295,86219,178346,1221115 +2020-12-30,301.0,203.0,399.0,1708.0,1582.0,13916.0,37954,15512,29295,86219,178346,1221115 +2020-12-31,343.0,231.0,455.0,1911.0,1792.0,15946.0,37954,15512,29295,86219,178346,1221115 +2021-01-01,350.0,238.0,483.0,1960.0,1848.0,16506.0,37954,15512,29295,86219,178346,1221115 +2021-01-02,364.0,238.0,490.0,2009.0,1911.0,17150.0,37954,15512,29295,86219,178346,1221115 +2021-01-03,371.0,252.0,497.0,2058.0,1967.0,17661.0,37954,15512,29295,86219,178346,1221115 +2021-01-04,399.0,259.0,518.0,2156.0,2044.0,18606.0,37954,15512,29295,86219,178346,1221115 +2021-01-05,441.0,287.0,588.0,2359.0,2233.0,20461.0,37954,15512,29295,86219,178346,1221115 +2021-01-06,518.0,322.0,637.0,2569.0,2506.0,22911.0,37954,15512,29295,86219,178346,1221115 +2021-01-07,588.0,357.0,728.0,2877.0,2905.0,26558.0,37954,15512,29295,86219,178346,1221115 +2021-01-08,672.0,399.0,826.0,3213.0,3332.0,30541.0,37954,15512,29295,86219,178346,1221115 +2021-01-09,728.0,441.0,903.0,3493.0,3696.0,34048.0,37954,15512,29295,86219,178346,1221115 +2021-01-10,777.0,462.0,945.0,3647.0,3913.0,36246.0,37954,15512,29295,86219,178346,1221115 +2021-01-11,854.0,497.0,1029.0,3864.0,4263.0,39431.0,37954,15512,29295,86219,178346,1221115 +2021-01-12,952.0,532.0,1099.0,4123.0,4718.0,43526.0,37954,15512,29295,86219,178346,1221115 +2021-01-13,1078.0,588.0,1197.0,4375.0,5187.0,47985.0,37954,15512,29295,86219,178346,1221115 +2021-01-14,1197.0,651.0,1302.0,4690.0,5670.0,52843.0,37954,15512,29295,86219,178346,1221115 +2021-01-15,1344.0,707.0,1372.0,4998.0,6209.0,58464.0,37954,15512,29295,86219,178346,1221115 +2021-01-16,1449.0,756.0,1449.0,5313.0,6692.0,63196.0,37954,15512,29295,86219,178346,1221115 +2021-01-17,1533.0,798.0,1491.0,5502.0,7028.0,66423.0,37954,15512,29295,86219,178346,1221115 +2021-01-18,1638.0,847.0,1547.0,5712.0,7413.0,70210.0,37954,15512,29295,86219,178346,1221115 +2021-01-19,1778.0,896.0,1624.0,5915.0,7840.0,74417.0,37954,15512,29295,86219,178346,1221115 +2021-01-20,1918.0,952.0,1708.0,6195.0,8253.0,78939.0,37954,15512,29295,86219,178346,1221115 +2021-01-21,2093.0,1029.0,1771.0,6496.0,8736.0,83783.0,37954,15512,29295,86219,178346,1221115 +2021-01-22,2282.0,1106.0,1855.0,6811.0,9324.0,89404.0,37954,15512,29295,86219,178346,1221115 +2021-01-23,2415.0,1155.0,1925.0,7042.0,9737.0,93842.0,37954,15512,29295,86219,178346,1221115 +2021-01-24,2492.0,1183.0,1953.0,7189.0,9989.0,96572.0,37954,15512,29295,86219,178346,1221115 +2021-01-25,2611.0,1218.0,2002.0,7364.0,10318.0,99736.0,37954,15512,29295,86219,178346,1221115 +2021-01-26,2744.0,1267.0,2058.0,7560.0,10703.0,103306.0,37954,15512,29295,86219,178346,1221115 +2021-01-27,2891.0,1316.0,2107.0,7763.0,11053.0,106785.0,37954,15512,29295,86219,178346,1221115 +2021-01-28,3038.0,1372.0,2163.0,7966.0,11403.0,110334.0,37954,15512,29295,86219,178346,1221115 +2021-01-29,3178.0,1407.0,2219.0,8183.0,11816.0,114093.0,37954,15512,29295,86219,178346,1221115 +2021-01-30,3269.0,1449.0,2261.0,8365.0,12131.0,117264.0,37954,15512,29295,86219,178346,1221115 +2021-01-31,3346.0,1477.0,2296.0,8519.0,12348.0,119567.0,37954,15512,29295,86219,178346,1221115 +2021-02-01,3409.0,1505.0,2331.0,8659.0,12565.0,121702.0,37954,15512,29295,86219,178346,1221115 +2021-02-02,3500.0,1533.0,2373.0,8841.0,12831.0,124131.0,37954,15512,29295,86219,178346,1221115 +2021-02-03,3605.0,1561.0,2422.0,9051.0,13041.0,126693.0,37954,15512,29295,86219,178346,1221115 +2021-02-04,3731.0,1610.0,2464.0,9296.0,13314.0,129626.0,37954,15512,29295,86219,178346,1221115 +2021-02-05,3843.0,1652.0,2520.0,9499.0,13601.0,132391.0,37954,15512,29295,86219,178346,1221115 +2021-02-06,3920.0,1687.0,2548.0,9730.0,13867.0,135086.0,37954,15512,29295,86219,178346,1221115 +2021-02-07,3969.0,1715.0,2576.0,9877.0,14000.0,136661.0,37954,15512,29295,86219,178346,1221115 +2021-02-08,4060.0,1729.0,2604.0,10031.0,14154.0,138173.0,37954,15512,29295,86219,178346,1221115 +2021-02-09,4172.0,1764.0,2632.0,10206.0,14350.0,140133.0,37954,15512,29295,86219,178346,1221115 +2021-02-10,4263.0,1799.0,2674.0,10451.0,14574.0,142352.0,37954,15512,29295,86219,178346,1221115 +2021-02-11,4382.0,1862.0,2730.0,10759.0,14812.0,145369.0,37954,15512,29295,86219,178346,1221115 +2021-02-12,4564.0,1925.0,2814.0,11130.0,15120.0,149401.0,37954,15512,29295,86219,178346,1221115 +2021-02-13,4669.0,1967.0,2877.0,11515.0,15428.0,153489.0,37954,15512,29295,86219,178346,1221115 +2021-02-14,4732.0,2002.0,2926.0,11781.0,15638.0,156009.0,37954,15512,29295,86219,178346,1221115 +2021-02-15,4823.0,2030.0,2968.0,12110.0,15855.0,158662.0,37954,15512,29295,86219,178346,1221115 +2021-02-16,4984.0,2114.0,3059.0,12691.0,16331.0,165067.0,37954,15512,29295,86219,178346,1221115 +2021-02-17,5208.0,2198.0,3213.0,13503.0,17066.0,176904.0,37954,15512,29295,86219,178346,1221115 +2021-02-18,5432.0,2324.0,3353.0,14287.0,17801.0,188279.0,37954,15512,29295,86219,178346,1221115 +2021-02-19,5607.0,2408.0,3472.0,15015.0,18410.0,197435.0,37954,15512,29295,86219,178346,1221115 +2021-02-20,5733.0,2492.0,3591.0,15617.0,19124.0,207179.0,37954,15512,29295,86219,178346,1221115 +2021-02-21,5817.0,2520.0,3654.0,15974.0,19376.0,210777.0,37954,15512,29295,86219,178346,1221115 +2021-02-22,5950.0,2576.0,3724.0,16443.0,19691.0,215117.0,37954,15512,29295,86219,178346,1221115 +2021-02-23,6132.0,2646.0,3878.0,17108.0,20440.0,225981.0,37954,15512,29295,86219,178346,1221115 +2021-02-24,6363.0,2744.0,4032.0,18025.0,21427.0,240121.0,37954,15512,29295,86219,178346,1221115 +2021-02-25,6636.0,2863.0,4256.0,19194.0,22379.0,255108.0,37954,15512,29295,86219,178346,1221115 +2021-02-26,6930.0,3024.0,4459.0,20195.0,23485.0,270494.0,37954,15512,29295,86219,178346,1221115 +2021-02-27,7154.0,3143.0,4641.0,21021.0,24381.0,282520.0,37954,15512,29295,86219,178346,1221115 +2021-02-28,7287.0,3206.0,4704.0,21476.0,24745.0,286895.0,37954,15512,29295,86219,178346,1221115 +2021-03-01,7350.0,3255.0,4767.0,21714.0,25074.0,290388.0,37954,15512,29295,86219,178346,1221115 +2021-03-02,7469.0,3311.0,4907.0,22057.0,25417.0,294721.0,37954,15512,29295,86219,178346,1221115 +2021-03-03,7644.0,3402.0,5040.0,22680.0,26012.0,302435.0,37954,15512,29295,86219,178346,1221115 +2021-03-04,7868.0,3521.0,5180.0,23548.0,26873.0,313628.0,37954,15512,29295,86219,178346,1221115 +2021-03-05,8134.0,3654.0,5362.0,24479.0,27804.0,325605.0,37954,15512,29295,86219,178346,1221115 +2021-03-06,8435.0,3801.0,5621.0,25389.0,28896.0,339108.0,37954,15512,29295,86219,178346,1221115 +2021-03-07,8526.0,3843.0,5670.0,25739.0,29127.0,342566.0,37954,15512,29295,86219,178346,1221115 +2021-03-08,8624.0,3878.0,5726.0,26047.0,29407.0,345919.0,37954,15512,29295,86219,178346,1221115 +2021-03-09,8764.0,3927.0,5817.0,26523.0,29736.0,350315.0,37954,15512,29295,86219,178346,1221115 +2021-03-10,8925.0,3997.0,5922.0,26985.0,30247.0,355908.0,37954,15512,29295,86219,178346,1221115 +2021-03-11,9107.0,4088.0,6069.0,27468.0,30786.0,361900.0,37954,15512,29295,86219,178346,1221115 +2021-03-12,9471.0,4249.0,6356.0,28546.0,32312.0,375977.0,37954,15512,29295,86219,178346,1221115 +2021-03-13,9940.0,4515.0,6748.0,30079.0,35721.0,407974.0,37954,15512,29295,86219,178346,1221115 +2021-03-14,10178.0,4627.0,6972.0,30863.0,36904.0,419671.0,37954,15512,29295,86219,178346,1221115 +2021-03-15,10451.0,4753.0,7217.0,31976.0,38395.0,434742.0,37954,15512,29295,86219,178346,1221115 +2021-03-16,10801.0,4956.0,7546.0,33222.0,41391.0,460964.0,37954,15512,29295,86219,178346,1221115 +2021-03-17,11361.0,5285.0,8134.0,35441.0,46333.0,499114.0,37954,15512,29295,86219,178346,1221115 +2021-03-18,12173.0,5761.0,9044.0,37849.0,54775.0,561071.0,37954,15512,29295,86219,178346,1221115 +2021-03-19,13097.0,6328.0,10108.0,40649.0,63441.0,626318.0,37954,15512,29295,86219,178346,1221115 +2021-03-20,14455.0,7196.0,11571.0,44275.0,78778.0,733271.0,37954,15512,29295,86219,178346,1221115 +2021-03-21,15001.0,7504.0,12187.0,45766.0,84476.0,772184.0,37954,15512,29295,86219,178346,1221115 +2021-03-22,15659.0,7847.0,12852.0,47411.0,89684.0,806022.0,37954,15512,29295,86219,178346,1221115 +2021-03-23,16240.0,8155.0,13559.0,49189.0,94927.0,839769.0,37954,15512,29295,86219,178346,1221115 +2021-03-24,16842.0,8449.0,14182.0,51037.0,99911.0,870331.0,37954,15512,29295,86219,178346,1221115 +2021-03-25,17514.0,8764.0,14854.0,52885.0,104860.0,900851.0,37954,15512,29295,86219,178346,1221115 +2021-03-26,18263.0,9093.0,15428.0,54803.0,110117.0,933149.0,37954,15512,29295,86219,178346,1221115 +2021-03-27,19243.0,9478.0,16177.0,57239.0,117040.0,974169.0,37954,15512,29295,86219,178346,1221115 +2021-03-28,19670.0,9646.0,16569.0,58303.0,120694.0,993580.0,37954,15512,29295,86219,178346,1221115 +2021-03-29,20027.0,9800.0,17003.0,59290.0,123417.0,1008042.0,37954,15512,29295,86219,178346,1221115 +2021-03-30,20377.0,9933.0,17325.0,60088.0,125748.0,1020726.0,37954,15512,29295,86219,178346,1221115 +2021-03-31,20783.0,10087.0,17647.0,60991.0,128121.0,1033480.0,37954,15512,29295,86219,178346,1221115 +2021-04-01,21028.0,10150.0,17794.0,61495.0,129073.0,1039094.0,37954,15512,29295,86219,178346,1221115 +2021-04-02,21147.0,10199.0,17871.0,61754.0,129759.0,1042405.0,37954,15512,29295,86219,178346,1221115 +2021-04-03,21294.0,10241.0,17962.0,62062.0,130424.0,1046290.0,37954,15512,29295,86219,178346,1221115 +2021-04-04,21357.0,10262.0,18004.0,62230.0,130725.0,1047837.0,37954,15512,29295,86219,178346,1221115 +2021-04-05,21385.0,10269.0,18046.0,62314.0,130837.0,1048488.0,37954,15512,29295,86219,178346,1221115 +2021-04-06,21455.0,10304.0,18109.0,62531.0,131054.0,1049867.0,37954,15512,29295,86219,178346,1221115 +2021-04-07,21553.0,10339.0,18179.0,62860.0,131376.0,1051799.0,37954,15512,29295,86219,178346,1221115 +2021-04-08,21665.0,10367.0,18242.0,63112.0,131663.0,1053640.0,37954,15512,29295,86219,178346,1221115 +2021-04-09,21791.0,10416.0,18312.0,63462.0,132055.0,1056307.0,37954,15512,29295,86219,178346,1221115 +2021-04-10,21910.0,10458.0,18389.0,63749.0,132517.0,1059240.0,37954,15512,29295,86219,178346,1221115 +2021-04-11,21952.0,10479.0,18438.0,63910.0,132755.0,1060395.0,37954,15512,29295,86219,178346,1221115 +2021-04-12,22008.0,10493.0,18459.0,64008.0,132909.0,1061179.0,37954,15512,29295,86219,178346,1221115 +2021-04-13,22043.0,10507.0,18501.0,64092.0,133070.0,1061991.0,37954,15512,29295,86219,178346,1221115 +2021-04-14,22106.0,10528.0,18536.0,64183.0,133217.0,1062796.0,37954,15512,29295,86219,178346,1221115 +2021-04-15,22148.0,10549.0,18571.0,64316.0,133357.0,1063650.0,37954,15512,29295,86219,178346,1221115 +2021-04-16,22197.0,10563.0,18599.0,64407.0,133511.0,1064539.0,37954,15512,29295,86219,178346,1221115 +2021-04-17,22267.0,10584.0,18634.0,64519.0,133665.0,1065491.0,37954,15512,29295,86219,178346,1221115 +2021-04-18,22288.0,10584.0,18662.0,64603.0,133749.0,1065953.0,37954,15512,29295,86219,178346,1221115 +2021-04-19,22309.0,10591.0,18676.0,64652.0,133819.0,1066408.0,37954,15512,29295,86219,178346,1221115 +2021-04-20,22330.0,10598.0,18697.0,64715.0,133903.0,1066905.0,37954,15512,29295,86219,178346,1221115 +2021-04-21,22372.0,10612.0,18739.0,64785.0,133987.0,1067486.0,37954,15512,29295,86219,178346,1221115 +2021-04-22,22414.0,10626.0,18760.0,64869.0,134099.0,1068095.0,37954,15512,29295,86219,178346,1221115 +2021-04-23,22442.0,10647.0,18788.0,64939.0,134225.0,1068837.0,37954,15512,29295,86219,178346,1221115 +2021-04-24,22484.0,10661.0,18830.0,65051.0,134372.0,1069614.0,37954,15512,29295,86219,178346,1221115 +2021-04-25,22505.0,10668.0,18844.0,65114.0,134463.0,1069985.0,37954,15512,29295,86219,178346,1221115 +2021-04-26,22533.0,10675.0,18872.0,65184.0,134540.0,1070349.0,37954,15512,29295,86219,178346,1221115 +2021-04-27,22568.0,10689.0,18893.0,65247.0,134631.0,1070839.0,37954,15512,29295,86219,178346,1221115 +2021-04-28,22596.0,10710.0,18921.0,65310.0,134687.0,1071315.0,37954,15512,29295,86219,178346,1221115 +2021-04-29,22638.0,10724.0,18949.0,65380.0,134785.0,1071819.0,37954,15512,29295,86219,178346,1221115 +2021-04-30,22680.0,10738.0,18977.0,65485.0,134890.0,1072358.0,37954,15512,29295,86219,178346,1221115 +2021-05-01,22715.0,10752.0,18998.0,65562.0,134981.0,1072813.0,37954,15512,29295,86219,178346,1221115 +2021-05-02,22736.0,10766.0,19012.0,65611.0,135037.0,1073072.0,37954,15512,29295,86219,178346,1221115 +2021-05-03,22750.0,10766.0,19026.0,65660.0,135065.0,1073226.0,37954,15512,29295,86219,178346,1221115 +2021-05-04,22771.0,10773.0,19040.0,65702.0,135114.0,1073527.0,37954,15512,29295,86219,178346,1221115 +2021-05-05,22799.0,10773.0,19061.0,65786.0,135184.0,1073905.0,37954,15512,29295,86219,178346,1221115 +2021-05-06,22848.0,10787.0,19096.0,65863.0,135254.0,1074339.0,37954,15512,29295,86219,178346,1221115 +2021-05-07,22890.0,10794.0,19131.0,65940.0,135338.0,1074843.0,37954,15512,29295,86219,178346,1221115 +2021-05-08,22932.0,10808.0,19159.0,66010.0,135443.0,1075445.0,37954,15512,29295,86219,178346,1221115 +2021-05-09,22953.0,10815.0,19187.0,66059.0,135527.0,1075711.0,37954,15512,29295,86219,178346,1221115 +2021-05-10,22974.0,10822.0,19222.0,66115.0,135583.0,1076026.0,37954,15512,29295,86219,178346,1221115 +2021-05-11,23009.0,10829.0,19257.0,66220.0,135653.0,1076446.0,37954,15512,29295,86219,178346,1221115 +2021-05-12,23044.0,10850.0,19292.0,66311.0,135744.0,1077041.0,37954,15512,29295,86219,178346,1221115 +2021-05-13,23093.0,10864.0,19334.0,66423.0,135849.0,1077678.0,37954,15512,29295,86219,178346,1221115 +2021-05-14,23149.0,10871.0,19390.0,66577.0,135940.0,1078329.0,37954,15512,29295,86219,178346,1221115 +2021-05-15,23219.0,10885.0,19439.0,66724.0,136059.0,1079050.0,37954,15512,29295,86219,178346,1221115 +2021-05-16,23254.0,10899.0,19474.0,66815.0,136136.0,1079400.0,37954,15512,29295,86219,178346,1221115 +2021-05-17,23282.0,10906.0,19502.0,66906.0,136178.0,1079701.0,37954,15512,29295,86219,178346,1221115 +2021-05-18,23303.0,10920.0,19537.0,67053.0,136241.0,1080142.0,37954,15512,29295,86219,178346,1221115 +2021-05-19,23366.0,10941.0,19593.0,67263.0,136353.0,1080758.0,37954,15512,29295,86219,178346,1221115 +2021-05-20,23429.0,10962.0,19628.0,67459.0,136451.0,1081346.0,37954,15512,29295,86219,178346,1221115 +2021-05-21,23478.0,10969.0,19670.0,67592.0,136549.0,1081885.0,37954,15512,29295,86219,178346,1221115 +2021-05-22,23534.0,10990.0,19698.0,67732.0,136661.0,1082522.0,37954,15512,29295,86219,178346,1221115 +2021-05-23,23555.0,11004.0,19719.0,67830.0,136717.0,1082823.0,37954,15512,29295,86219,178346,1221115 +2021-05-24,23590.0,11011.0,19747.0,67907.0,136773.0,1083152.0,37954,15512,29295,86219,178346,1221115 +2021-05-25,23632.0,11025.0,19782.0,68005.0,136850.0,1083544.0,37954,15512,29295,86219,178346,1221115 +2021-05-26,23688.0,11053.0,19831.0,68138.0,136934.0,1084006.0,37954,15512,29295,86219,178346,1221115 +2021-05-27,23751.0,11074.0,19866.0,68285.0,137025.0,1084489.0,37954,15512,29295,86219,178346,1221115 +2021-05-28,23807.0,11088.0,19901.0,68404.0,137102.0,1084930.0,37954,15512,29295,86219,178346,1221115 +2021-05-29,23856.0,11109.0,19936.0,68523.0,137200.0,1085371.0,37954,15512,29295,86219,178346,1221115 +2021-05-30,23877.0,11123.0,19971.0,68607.0,137249.0,1085567.0,37954,15512,29295,86219,178346,1221115 +2021-05-31,23891.0,11130.0,19999.0,68677.0,137270.0,1085735.0,37954,15512,29295,86219,178346,1221115 +2021-06-01,23919.0,11137.0,20020.0,68747.0,137312.0,1085959.0,37954,15512,29295,86219,178346,1221115 +2021-06-02,23947.0,11151.0,20048.0,68838.0,137382.0,1086260.0,37954,15512,29295,86219,178346,1221115 +2021-06-03,23982.0,11165.0,20076.0,68936.0,137445.0,1086638.0,37954,15512,29295,86219,178346,1221115 +2021-06-04,24031.0,11179.0,20104.0,69013.0,137508.0,1086981.0,37954,15512,29295,86219,178346,1221115 +2021-06-05,24080.0,11186.0,20132.0,69146.0,137585.0,1087443.0,37954,15512,29295,86219,178346,1221115 +2021-06-06,24101.0,11193.0,20146.0,69209.0,137634.0,1087688.0,37954,15512,29295,86219,178346,1221115 +2021-06-07,24129.0,11200.0,20174.0,69279.0,137669.0,1087933.0,37954,15512,29295,86219,178346,1221115 +2021-06-08,24157.0,11200.0,20195.0,69349.0,137718.0,1088178.0,37954,15512,29295,86219,178346,1221115 +2021-06-09,24192.0,11214.0,20230.0,69433.0,137781.0,1088514.0,37954,15512,29295,86219,178346,1221115 +2021-06-10,24234.0,11228.0,20251.0,69517.0,137844.0,1088808.0,37954,15512,29295,86219,178346,1221115 +2021-06-11,24269.0,11235.0,20279.0,69608.0,137907.0,1089137.0,37954,15512,29295,86219,178346,1221115 +2021-06-12,24304.0,11256.0,20307.0,69692.0,137984.0,1089522.0,37954,15512,29295,86219,178346,1221115 +2021-06-13,24325.0,11263.0,20321.0,69741.0,138019.0,1089739.0,37954,15512,29295,86219,178346,1221115 +2021-06-14,24339.0,11263.0,20342.0,69776.0,138054.0,1089956.0,37954,15512,29295,86219,178346,1221115 +2021-06-15,24367.0,11270.0,20356.0,69846.0,138089.0,1090250.0,37954,15512,29295,86219,178346,1221115 +2021-06-16,24395.0,11277.0,20384.0,69923.0,138138.0,1090516.0,37954,15512,29295,86219,178346,1221115 +2021-06-17,24430.0,11284.0,20398.0,70007.0,138180.0,1090803.0,37954,15512,29295,86219,178346,1221115 +2021-06-18,24465.0,11291.0,20419.0,70070.0,138222.0,1091048.0,37954,15512,29295,86219,178346,1221115 +2021-06-19,24521.0,11312.0,20447.0,70168.0,138292.0,1091433.0,37954,15512,29295,86219,178346,1221115 +2021-06-20,24535.0,11319.0,20447.0,70217.0,138320.0,1091594.0,37954,15512,29295,86219,178346,1221115 +2021-06-21,24556.0,11319.0,20468.0,70259.0,138348.0,1091755.0,37954,15512,29295,86219,178346,1221115 +2021-06-22,24591.0,11326.0,20489.0,70308.0,138397.0,1091958.0,37954,15512,29295,86219,178346,1221115 +2021-06-23,24619.0,11340.0,20510.0,70371.0,138425.0,1092189.0,37954,15512,29295,86219,178346,1221115 +2021-06-24,24640.0,11347.0,20531.0,70413.0,138474.0,1092434.0,37954,15512,29295,86219,178346,1221115 +2021-06-25,24668.0,11354.0,20545.0,70483.0,138516.0,1092756.0,37954,15512,29295,86219,178346,1221115 +2021-06-26,24724.0,11375.0,20587.0,70574.0,138600.0,1093239.0,37954,15512,29295,86219,178346,1221115 +2021-06-27,24752.0,11382.0,20608.0,70616.0,138649.0,1093484.0,37954,15512,29295,86219,178346,1221115 +2021-06-28,24766.0,11396.0,20629.0,70651.0,138684.0,1093624.0,37954,15512,29295,86219,178346,1221115 +2021-06-29,24794.0,11403.0,20643.0,70693.0,138719.0,1093813.0,37954,15512,29295,86219,178346,1221115 +2021-06-30,24822.0,11410.0,20664.0,70735.0,138761.0,1094058.0,37954,15512,29295,86219,178346,1221115 +2021-07-01,24850.0,11417.0,20678.0,70770.0,138796.0,1094275.0,37954,15512,29295,86219,178346,1221115 +2021-07-02,24878.0,11424.0,20692.0,70819.0,138824.0,1094485.0,37954,15512,29295,86219,178346,1221115 +2021-07-03,24927.0,11438.0,20713.0,70882.0,138880.0,1094765.0,37954,15512,29295,86219,178346,1221115 +2021-07-04,24941.0,11445.0,20727.0,70917.0,138922.0,1094898.0,37954,15512,29295,86219,178346,1221115 +2021-07-05,24955.0,11452.0,20755.0,70952.0,138957.0,1095052.0,37954,15512,29295,86219,178346,1221115 +2021-07-06,24976.0,11452.0,20769.0,70987.0,138992.0,1095213.0,37954,15512,29295,86219,178346,1221115 +2021-07-07,24997.0,11459.0,20783.0,71029.0,139027.0,1095423.0,37954,15512,29295,86219,178346,1221115 +2021-07-08,25025.0,11466.0,20804.0,71071.0,139069.0,1095633.0,37954,15512,29295,86219,178346,1221115 +2021-07-09,25060.0,11473.0,20818.0,71127.0,139118.0,1095864.0,37954,15512,29295,86219,178346,1221115 +2021-07-10,25095.0,11494.0,20853.0,71183.0,139181.0,1096137.0,37954,15512,29295,86219,178346,1221115 +2021-07-11,25109.0,11501.0,20860.0,71211.0,139209.0,1096270.0,37954,15512,29295,86219,178346,1221115 +2021-07-12,25123.0,11501.0,20874.0,71246.0,139230.0,1096403.0,37954,15512,29295,86219,178346,1221115 +2021-07-13,25130.0,11508.0,20888.0,71274.0,139251.0,1096557.0,37954,15512,29295,86219,178346,1221115 +2021-07-14,25151.0,11515.0,20902.0,71316.0,139286.0,1096739.0,37954,15512,29295,86219,178346,1221115 +2021-07-15,25172.0,11522.0,20909.0,71358.0,139314.0,1096928.0,37954,15512,29295,86219,178346,1221115 +2021-07-16,25200.0,11529.0,20923.0,71400.0,139370.0,1097138.0,37954,15512,29295,86219,178346,1221115 +2021-07-17,25228.0,11536.0,20944.0,71442.0,139419.0,1097439.0,37954,15512,29295,86219,178346,1221115 +2021-07-18,25235.0,11536.0,20951.0,71477.0,139433.0,1097572.0,37954,15512,29295,86219,178346,1221115 +2021-07-19,25256.0,11536.0,20965.0,71498.0,139454.0,1097698.0,37954,15512,29295,86219,178346,1221115 +2021-07-20,25270.0,11543.0,20979.0,71505.0,139475.0,1097838.0,37954,15512,29295,86219,178346,1221115 +2021-07-21,25291.0,11550.0,20986.0,71526.0,139496.0,1097992.0,37954,15512,29295,86219,178346,1221115 +2021-07-22,25319.0,11550.0,21000.0,71554.0,139517.0,1098181.0,37954,15512,29295,86219,178346,1221115 +2021-07-23,25340.0,11557.0,21014.0,71582.0,139552.0,1098321.0,37954,15512,29295,86219,178346,1221115 +2021-07-24,25361.0,11564.0,21028.0,71603.0,139594.0,1098503.0,37954,15512,29295,86219,178346,1221115 +2021-07-25,25375.0,11564.0,21035.0,71617.0,139622.0,1098594.0,37954,15512,29295,86219,178346,1221115 +2021-07-26,25389.0,11571.0,21049.0,71638.0,139643.0,1098699.0,37954,15512,29295,86219,178346,1221115 +2021-07-27,25403.0,11571.0,21056.0,71659.0,139664.0,1098804.0,37954,15512,29295,86219,178346,1221115 +2021-07-28,25417.0,11578.0,21070.0,71694.0,139685.0,1098944.0,37954,15512,29295,86219,178346,1221115 +2021-07-29,25438.0,11578.0,21077.0,71715.0,139706.0,1099091.0,37954,15512,29295,86219,178346,1221115 +2021-07-30,25452.0,11578.0,21091.0,71736.0,139727.0,1099224.0,37954,15512,29295,86219,178346,1221115 +2021-07-31,25473.0,11585.0,21105.0,71771.0,139755.0,1099399.0,37954,15512,29295,86219,178346,1221115 +2021-08-01,25473.0,11585.0,21112.0,71792.0,139769.0,1099476.0,37954,15512,29295,86219,178346,1221115 +2021-08-02,25494.0,11592.0,21112.0,71792.0,139783.0,1099567.0,37954,15512,29295,86219,178346,1221115 +2021-08-03,25508.0,11592.0,21119.0,71820.0,139818.0,1099665.0,37954,15512,29295,86219,178346,1221115 +2021-08-04,25529.0,11599.0,21133.0,71841.0,139846.0,1099756.0,37954,15512,29295,86219,178346,1221115 +2021-08-05,25550.0,11599.0,21140.0,71876.0,139860.0,1099882.0,37954,15512,29295,86219,178346,1221115 +2021-08-06,25571.0,11606.0,21154.0,71890.0,139881.0,1099994.0,37954,15512,29295,86219,178346,1221115 +2021-08-07,25599.0,11606.0,21161.0,71925.0,139916.0,1100155.0,37954,15512,29295,86219,178346,1221115 +2021-08-08,25606.0,11613.0,21168.0,71939.0,139930.0,1100246.0,37954,15512,29295,86219,178346,1221115 +2021-08-09,25620.0,11620.0,21168.0,71967.0,139944.0,1100323.0,37954,15512,29295,86219,178346,1221115 +2021-08-10,25634.0,11620.0,21175.0,71981.0,139965.0,1100421.0,37954,15512,29295,86219,178346,1221115 +2021-08-11,25648.0,11627.0,21182.0,72009.0,139986.0,1100540.0,37954,15512,29295,86219,178346,1221115 +2021-08-12,25669.0,11627.0,21196.0,72030.0,140007.0,1100659.0,37954,15512,29295,86219,178346,1221115 +2021-08-13,25683.0,11634.0,21203.0,72058.0,140021.0,1100750.0,37954,15512,29295,86219,178346,1221115 +2021-08-14,25697.0,11641.0,21217.0,72086.0,140042.0,1100855.0,37954,15512,29295,86219,178346,1221115 +2021-08-15,25711.0,11641.0,21224.0,72107.0,140056.0,1100904.0,37954,15512,29295,86219,178346,1221115 +2021-08-16,25725.0,11648.0,21231.0,72128.0,140070.0,1100967.0,37954,15512,29295,86219,178346,1221115 +2021-08-17,25739.0,11648.0,21238.0,72142.0,140091.0,1101044.0,37954,15512,29295,86219,178346,1221115 +2021-08-18,25746.0,11648.0,21238.0,72156.0,140112.0,1101156.0,37954,15512,29295,86219,178346,1221115 +2021-08-19,25760.0,11655.0,21245.0,72184.0,140133.0,1101233.0,37954,15512,29295,86219,178346,1221115 +2021-08-20,25767.0,11655.0,21259.0,72198.0,140147.0,1101317.0,37954,15512,29295,86219,178346,1221115 +2021-08-21,25788.0,11662.0,21259.0,72226.0,140168.0,1101436.0,37954,15512,29295,86219,178346,1221115 +2021-08-22,25795.0,11662.0,21266.0,72233.0,140182.0,1101499.0,37954,15512,29295,86219,178346,1221115 +2021-08-23,25809.0,11662.0,21273.0,72261.0,140189.0,1101548.0,37954,15512,29295,86219,178346,1221115 +2021-08-24,25823.0,11669.0,21273.0,72275.0,140210.0,1101625.0,37954,15512,29295,86219,178346,1221115 +2021-08-25,25837.0,11676.0,21280.0,72289.0,140224.0,1101730.0,37954,15512,29295,86219,178346,1221115 +2021-08-26,25858.0,11676.0,21287.0,72310.0,140245.0,1101814.0,37954,15512,29295,86219,178346,1221115 +2021-08-27,25872.0,11683.0,21294.0,72338.0,140266.0,1101891.0,37954,15512,29295,86219,178346,1221115 +2021-08-28,25886.0,11683.0,21308.0,72352.0,140287.0,1101954.0,37954,15512,29295,86219,178346,1221115 +2021-08-29,25893.0,11683.0,21308.0,72359.0,140294.0,1101996.0,37954,15512,29295,86219,178346,1221115 +2021-08-30,25900.0,11683.0,21308.0,72366.0,140301.0,1102024.0,37954,15512,29295,86219,178346,1221115 +2021-08-31,25907.0,11690.0,21315.0,72380.0,140322.0,1102080.0,37954,15512,29295,86219,178346,1221115 +2021-09-01,25928.0,11690.0,21322.0,72387.0,140343.0,1102143.0,37954,15512,29295,86219,178346,1221115 diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 50-54 population by imd categories_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 50-54 population by imd categories_tpp.csv index c7fc2d5..ce54f54 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 50-54 population by imd categories_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 50-54 population by imd categories_tpp.csv @@ -1,259 +1,272 @@ covid_vacc_date,1 Most deprived,2,3,4,5 Least deprived,Unknown,1 Most deprived_total,2_total,3_total,4_total,5 Least deprived_total,Unknown_total -2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,272580,292957,329952,327033,312319,32963 -2020-12-04,0.0,0.0,0.0,0.0,0.0,0.0,272580,292957,329952,327033,312319,32963 -2020-12-07,0.0,0.0,0.0,0.0,0.0,0.0,272580,292957,329952,327033,312319,32963 -2020-12-08,35.0,42.0,49.0,63.0,63.0,7.0,272580,292957,329952,327033,312319,32963 -2020-12-09,105.0,105.0,133.0,161.0,175.0,14.0,272580,292957,329952,327033,312319,32963 -2020-12-10,147.0,161.0,196.0,252.0,266.0,21.0,272580,292957,329952,327033,312319,32963 -2020-12-11,203.0,231.0,287.0,350.0,378.0,35.0,272580,292957,329952,327033,312319,32963 -2020-12-12,238.0,294.0,392.0,462.0,476.0,42.0,272580,292957,329952,327033,312319,32963 -2020-12-13,287.0,343.0,455.0,539.0,553.0,42.0,272580,292957,329952,327033,312319,32963 -2020-12-14,350.0,406.0,553.0,623.0,637.0,49.0,272580,292957,329952,327033,312319,32963 -2020-12-15,434.0,525.0,707.0,742.0,805.0,63.0,272580,292957,329952,327033,312319,32963 -2020-12-16,567.0,672.0,903.0,945.0,1029.0,84.0,272580,292957,329952,327033,312319,32963 -2020-12-17,714.0,847.0,1127.0,1176.0,1281.0,105.0,272580,292957,329952,327033,312319,32963 -2020-12-18,840.0,1022.0,1358.0,1428.0,1540.0,133.0,272580,292957,329952,327033,312319,32963 -2020-12-19,945.0,1148.0,1533.0,1610.0,1743.0,161.0,272580,292957,329952,327033,312319,32963 -2020-12-20,1099.0,1351.0,1750.0,1862.0,2030.0,189.0,272580,292957,329952,327033,312319,32963 -2020-12-21,1337.0,1638.0,2037.0,2184.0,2401.0,231.0,272580,292957,329952,327033,312319,32963 -2020-12-22,1512.0,1855.0,2324.0,2485.0,2765.0,266.0,272580,292957,329952,327033,312319,32963 -2020-12-23,1764.0,2128.0,2667.0,2856.0,3143.0,308.0,272580,292957,329952,327033,312319,32963 -2020-12-24,1862.0,2254.0,2828.0,3038.0,3381.0,315.0,272580,292957,329952,327033,312319,32963 -2020-12-25,1869.0,2254.0,2835.0,3038.0,3381.0,315.0,272580,292957,329952,327033,312319,32963 -2020-12-26,1876.0,2261.0,2842.0,3045.0,3388.0,315.0,272580,292957,329952,327033,312319,32963 -2020-12-27,1897.0,2303.0,2884.0,3087.0,3458.0,322.0,272580,292957,329952,327033,312319,32963 -2020-12-28,1960.0,2373.0,2961.0,3171.0,3563.0,336.0,272580,292957,329952,327033,312319,32963 -2020-12-29,2135.0,2583.0,3192.0,3409.0,3822.0,357.0,272580,292957,329952,327033,312319,32963 -2020-12-30,2541.0,3059.0,3696.0,4004.0,4403.0,406.0,272580,292957,329952,327033,312319,32963 -2020-12-31,2926.0,3535.0,4214.0,4564.0,4963.0,462.0,272580,292957,329952,327033,312319,32963 -2021-01-01,3017.0,3654.0,4375.0,4739.0,5110.0,483.0,272580,292957,329952,327033,312319,32963 -2021-01-02,3108.0,3822.0,4550.0,4907.0,5285.0,490.0,272580,292957,329952,327033,312319,32963 -2021-01-03,3199.0,3934.0,4676.0,5061.0,5418.0,504.0,272580,292957,329952,327033,312319,32963 -2021-01-04,3374.0,4151.0,4907.0,5334.0,5691.0,518.0,272580,292957,329952,327033,312319,32963 -2021-01-05,3703.0,4550.0,5404.0,5887.0,6244.0,581.0,272580,292957,329952,327033,312319,32963 -2021-01-06,4067.0,5040.0,6062.0,6629.0,7007.0,637.0,272580,292957,329952,327033,312319,32963 -2021-01-07,4697.0,5859.0,7000.0,7651.0,8057.0,728.0,272580,292957,329952,327033,312319,32963 -2021-01-08,5383.0,6804.0,8078.0,8715.0,9135.0,840.0,272580,292957,329952,327033,312319,32963 -2021-01-09,5950.0,7525.0,9037.0,9646.0,10185.0,945.0,272580,292957,329952,327033,312319,32963 -2021-01-10,6293.0,8022.0,9583.0,10241.0,10836.0,1001.0,272580,292957,329952,327033,312319,32963 -2021-01-11,6804.0,8750.0,10437.0,11088.0,11739.0,1092.0,272580,292957,329952,327033,312319,32963 -2021-01-12,7574.0,9646.0,11466.0,12173.0,12845.0,1225.0,272580,292957,329952,327033,312319,32963 -2021-01-13,8372.0,10717.0,12621.0,13370.0,13958.0,1351.0,272580,292957,329952,327033,312319,32963 -2021-01-14,9324.0,11781.0,13937.0,14672.0,15141.0,1463.0,272580,292957,329952,327033,312319,32963 -2021-01-15,10311.0,12999.0,15449.0,16114.0,16604.0,1603.0,272580,292957,329952,327033,312319,32963 -2021-01-16,11158.0,14056.0,16653.0,17339.0,17892.0,1729.0,272580,292957,329952,327033,312319,32963 -2021-01-17,11725.0,14693.0,17528.0,18207.0,18781.0,1813.0,272580,292957,329952,327033,312319,32963 -2021-01-18,12411.0,15519.0,18494.0,19187.0,19831.0,1890.0,272580,292957,329952,327033,312319,32963 -2021-01-19,13160.0,16408.0,19607.0,20307.0,20972.0,1995.0,272580,292957,329952,327033,312319,32963 -2021-01-20,14049.0,17451.0,20804.0,21427.0,22085.0,2114.0,272580,292957,329952,327033,312319,32963 -2021-01-21,15001.0,18578.0,22029.0,22701.0,23317.0,2240.0,272580,292957,329952,327033,312319,32963 -2021-01-22,16114.0,19866.0,23513.0,24185.0,24689.0,2366.0,272580,292957,329952,327033,312319,32963 -2021-01-23,16898.0,20818.0,24710.0,25333.0,25830.0,2471.0,272580,292957,329952,327033,312319,32963 -2021-01-24,17395.0,21434.0,25445.0,26040.0,26488.0,2534.0,272580,292957,329952,327033,312319,32963 -2021-01-25,17962.0,22162.0,26292.0,26908.0,27251.0,2625.0,272580,292957,329952,327033,312319,32963 -2021-01-26,18669.0,23044.0,27251.0,27811.0,28091.0,2730.0,272580,292957,329952,327033,312319,32963 -2021-01-27,19334.0,23856.0,28210.0,28693.0,28952.0,2821.0,272580,292957,329952,327033,312319,32963 -2021-01-28,20062.0,24717.0,29113.0,29610.0,29827.0,2912.0,272580,292957,329952,327033,312319,32963 -2021-01-29,20762.0,25578.0,30100.0,30597.0,30793.0,3010.0,272580,292957,329952,327033,312319,32963 -2021-01-30,21329.0,26299.0,30954.0,31402.0,31605.0,3094.0,272580,292957,329952,327033,312319,32963 -2021-01-31,21777.0,26810.0,31556.0,32025.0,32179.0,3164.0,272580,292957,329952,327033,312319,32963 -2021-02-01,22197.0,27307.0,32123.0,32536.0,32732.0,3220.0,272580,292957,329952,327033,312319,32963 -2021-02-02,22694.0,27895.0,32816.0,33138.0,33313.0,3290.0,272580,292957,329952,327033,312319,32963 -2021-02-03,23205.0,28504.0,33481.0,33817.0,33957.0,3353.0,272580,292957,329952,327033,312319,32963 -2021-02-04,23807.0,29239.0,34265.0,34608.0,34643.0,3430.0,272580,292957,329952,327033,312319,32963 -2021-02-05,24374.0,29918.0,35014.0,35364.0,35280.0,3500.0,272580,292957,329952,327033,312319,32963 -2021-02-06,24871.0,30548.0,35791.0,36050.0,35959.0,3563.0,272580,292957,329952,327033,312319,32963 -2021-02-07,25186.0,30968.0,36204.0,36449.0,36337.0,3598.0,272580,292957,329952,327033,312319,32963 -2021-02-08,25571.0,31339.0,36610.0,36827.0,36701.0,3640.0,272580,292957,329952,327033,312319,32963 -2021-02-09,26026.0,31808.0,37121.0,37317.0,37212.0,3696.0,272580,292957,329952,327033,312319,32963 -2021-02-10,26551.0,32389.0,37758.0,37884.0,37709.0,3766.0,272580,292957,329952,327033,312319,32963 -2021-02-11,27286.0,33180.0,38563.0,38661.0,38325.0,3857.0,272580,292957,329952,327033,312319,32963 -2021-02-12,28112.0,34195.0,39697.0,39704.0,39214.0,3976.0,272580,292957,329952,327033,312319,32963 -2021-02-13,28917.0,35182.0,40733.0,40754.0,40229.0,4074.0,272580,292957,329952,327033,312319,32963 -2021-02-14,29400.0,35777.0,41426.0,41412.0,40887.0,4130.0,272580,292957,329952,327033,312319,32963 -2021-02-15,30037.0,36442.0,42126.0,42098.0,41503.0,4193.0,272580,292957,329952,327033,312319,32963 -2021-02-16,31570.0,37940.0,43834.0,43617.0,42896.0,4354.0,272580,292957,329952,327033,312319,32963 -2021-02-17,34307.0,40719.0,46809.0,46214.0,45332.0,4690.0,272580,292957,329952,327033,312319,32963 -2021-02-18,36750.0,43232.0,49728.0,49028.0,47726.0,4991.0,272580,292957,329952,327033,312319,32963 -2021-02-19,38948.0,45472.0,52045.0,51065.0,49595.0,5201.0,272580,292957,329952,327033,312319,32963 -2021-02-20,40978.0,47453.0,54383.0,53431.0,52066.0,5439.0,272580,292957,329952,327033,312319,32963 -2021-02-21,41874.0,48342.0,55342.0,54194.0,52857.0,5530.0,272580,292957,329952,327033,312319,32963 -2021-02-22,43050.0,49336.0,56441.0,55209.0,53844.0,5642.0,272580,292957,329952,327033,312319,32963 -2021-02-23,45451.0,51534.0,59129.0,57939.0,56273.0,5880.0,272580,292957,329952,327033,312319,32963 -2021-02-24,48608.0,54705.0,62692.0,61278.0,59234.0,6244.0,272580,292957,329952,327033,312319,32963 -2021-02-25,51898.0,57904.0,66619.0,64981.0,62454.0,6636.0,272580,292957,329952,327033,312319,32963 -2021-02-26,55062.0,61404.0,70490.0,68796.0,65912.0,7000.0,272580,292957,329952,327033,312319,32963 -2021-02-27,57764.0,64043.0,73430.0,71533.0,68831.0,7343.0,272580,292957,329952,327033,312319,32963 -2021-02-28,58828.0,65261.0,74662.0,72436.0,69755.0,7462.0,272580,292957,329952,327033,312319,32963 -2021-03-01,59668.0,66136.0,75516.0,73206.0,70518.0,7588.0,272580,292957,329952,327033,312319,32963 -2021-03-02,60718.0,67263.0,76699.0,74235.0,71365.0,7686.0,272580,292957,329952,327033,312319,32963 -2021-03-03,62503.0,69104.0,78771.0,76174.0,72842.0,7903.0,272580,292957,329952,327033,312319,32963 -2021-03-04,64890.0,71645.0,81550.0,79072.0,75362.0,8211.0,272580,292957,329952,327033,312319,32963 -2021-03-05,67480.0,74410.0,84679.0,82124.0,77987.0,8470.0,272580,292957,329952,327033,312319,32963 -2021-03-06,70371.0,77413.0,88137.0,85512.0,81144.0,8806.0,272580,292957,329952,327033,312319,32963 -2021-03-07,71302.0,78141.0,89019.0,86296.0,81935.0,8883.0,272580,292957,329952,327033,312319,32963 -2021-03-08,72205.0,78932.0,89915.0,87087.0,82607.0,8981.0,272580,292957,329952,327033,312319,32963 -2021-03-09,73486.0,79996.0,91007.0,88088.0,83517.0,9114.0,272580,292957,329952,327033,312319,32963 -2021-03-10,74690.0,81312.0,92463.0,89404.0,85029.0,9226.0,272580,292957,329952,327033,312319,32963 -2021-03-11,76244.0,82712.0,93884.0,91112.0,86254.0,9359.0,272580,292957,329952,327033,312319,32963 -2021-03-12,79499.0,86149.0,97699.0,94437.0,89649.0,9618.0,272580,292957,329952,327033,312319,32963 -2021-03-13,85841.0,92624.0,106624.0,102494.0,97139.0,10381.0,272580,292957,329952,327033,312319,32963 -2021-03-14,88270.0,95095.0,109564.0,105595.0,100065.0,10710.0,272580,292957,329952,327033,312319,32963 -2021-03-15,91364.0,98448.0,113666.0,109291.0,103740.0,11102.0,272580,292957,329952,327033,312319,32963 -2021-03-16,96082.0,103838.0,119994.0,116298.0,111006.0,11718.0,272580,292957,329952,327033,312319,32963 -2021-03-17,102788.0,111860.0,130487.0,127036.0,120946.0,12621.0,272580,292957,329952,327033,312319,32963 -2021-03-18,112616.0,124096.0,146405.0,144368.0,139097.0,14196.0,272580,292957,329952,327033,312319,32963 -2021-03-19,122556.0,137172.0,163891.0,162988.0,157647.0,15813.0,272580,292957,329952,327033,312319,32963 -2021-03-20,138747.0,158095.0,192612.0,193207.0,188398.0,18648.0,272580,292957,329952,327033,312319,32963 -2021-03-21,144564.0,166194.0,202965.0,203875.0,199766.0,19803.0,272580,292957,329952,327033,312319,32963 -2021-03-22,150241.0,173971.0,211771.0,213269.0,209692.0,20566.0,272580,292957,329952,327033,312319,32963 -2021-03-23,155722.0,181069.0,220325.0,223174.0,220164.0,21434.0,272580,292957,329952,327033,312319,32963 -2021-03-24,161098.0,188202.0,228536.0,232106.0,228599.0,22260.0,272580,292957,329952,327033,312319,32963 -2021-03-25,166509.0,195076.0,236516.0,241108.0,237566.0,23023.0,272580,292957,329952,327033,312319,32963 -2021-03-26,172550.0,202314.0,245196.0,250439.0,246575.0,23856.0,272580,292957,329952,327033,312319,32963 -2021-03-27,180929.0,211729.0,256095.0,261639.0,258076.0,24941.0,272580,292957,329952,327033,312319,32963 -2021-03-28,185185.0,216391.0,260995.0,266798.0,263620.0,25501.0,272580,292957,329952,327033,312319,32963 -2021-03-29,188139.0,219996.0,264810.0,270879.0,267827.0,25949.0,272580,292957,329952,327033,312319,32963 -2021-03-30,190722.0,222950.0,268121.0,274505.0,271628.0,26299.0,272580,292957,329952,327033,312319,32963 -2021-03-31,193550.0,226205.0,271558.0,278131.0,275044.0,26649.0,272580,292957,329952,327033,312319,32963 -2021-04-01,195286.0,227738.0,272951.0,279538.0,276339.0,26803.0,272580,292957,329952,327033,312319,32963 -2021-04-02,196189.0,228606.0,273721.0,280539.0,277214.0,26894.0,272580,292957,329952,327033,312319,32963 -2021-04-03,197092.0,229747.0,274708.0,281463.0,278285.0,26999.0,272580,292957,329952,327033,312319,32963 -2021-04-04,197680.0,230188.0,275058.0,281834.0,278621.0,27055.0,272580,292957,329952,327033,312319,32963 -2021-04-05,197890.0,230398.0,275240.0,281995.0,278761.0,27076.0,272580,292957,329952,327033,312319,32963 -2021-04-06,198366.0,230853.0,275604.0,282317.0,279076.0,27118.0,272580,292957,329952,327033,312319,32963 -2021-04-07,199143.0,231427.0,276115.0,282723.0,279531.0,27174.0,272580,292957,329952,327033,312319,32963 -2021-04-08,199752.0,231959.0,276626.0,283213.0,279916.0,27230.0,272580,292957,329952,327033,312319,32963 -2021-04-09,200732.0,232841.0,277235.0,283808.0,280371.0,27356.0,272580,292957,329952,327033,312319,32963 -2021-04-10,201803.0,233723.0,277907.0,284396.0,280980.0,27461.0,272580,292957,329952,327033,312319,32963 -2021-04-11,202174.0,234094.0,278180.0,284683.0,281302.0,27496.0,272580,292957,329952,327033,312319,32963 -2021-04-12,202552.0,234332.0,278369.0,284858.0,281428.0,27524.0,272580,292957,329952,327033,312319,32963 -2021-04-13,202839.0,234591.0,278600.0,285047.0,281575.0,27566.0,272580,292957,329952,327033,312319,32963 -2021-04-14,203126.0,234843.0,278859.0,285243.0,281722.0,27594.0,272580,292957,329952,327033,312319,32963 -2021-04-15,203455.0,235088.0,279104.0,285439.0,281904.0,27608.0,272580,292957,329952,327033,312319,32963 -2021-04-16,203763.0,235354.0,279363.0,285621.0,282079.0,27636.0,272580,292957,329952,327033,312319,32963 -2021-04-17,204078.0,235648.0,279636.0,285866.0,282275.0,27671.0,272580,292957,329952,327033,312319,32963 -2021-04-18,204267.0,235802.0,279748.0,285985.0,282359.0,27678.0,272580,292957,329952,327033,312319,32963 -2021-04-19,204421.0,235949.0,279881.0,286097.0,282436.0,27685.0,272580,292957,329952,327033,312319,32963 -2021-04-20,204575.0,236110.0,280000.0,286216.0,282534.0,27706.0,272580,292957,329952,327033,312319,32963 -2021-04-21,204813.0,236292.0,280154.0,286356.0,282646.0,27727.0,272580,292957,329952,327033,312319,32963 -2021-04-22,205023.0,236481.0,280329.0,286510.0,282779.0,27741.0,272580,292957,329952,327033,312319,32963 -2021-04-23,205275.0,236712.0,280525.0,286685.0,282912.0,27769.0,272580,292957,329952,327033,312319,32963 -2021-04-24,205576.0,236985.0,280728.0,286867.0,283066.0,27790.0,272580,292957,329952,327033,312319,32963 -2021-04-25,205723.0,237118.0,280833.0,286972.0,283136.0,27797.0,272580,292957,329952,327033,312319,32963 -2021-04-26,205884.0,237244.0,280938.0,287070.0,283199.0,27818.0,272580,292957,329952,327033,312319,32963 -2021-04-27,206073.0,237384.0,281064.0,287196.0,283311.0,27832.0,272580,292957,329952,327033,312319,32963 -2021-04-28,206234.0,237531.0,281211.0,287315.0,283402.0,27846.0,272580,292957,329952,327033,312319,32963 -2021-04-29,206416.0,237699.0,281358.0,287427.0,283507.0,27867.0,272580,292957,329952,327033,312319,32963 -2021-04-30,206626.0,237923.0,281526.0,287546.0,283605.0,27888.0,272580,292957,329952,327033,312319,32963 -2021-05-01,206794.0,238070.0,281680.0,287686.0,283682.0,27902.0,272580,292957,329952,327033,312319,32963 -2021-05-02,206885.0,238168.0,281771.0,287756.0,283738.0,27916.0,272580,292957,329952,327033,312319,32963 -2021-05-03,206948.0,238245.0,281820.0,287798.0,283759.0,27916.0,272580,292957,329952,327033,312319,32963 -2021-05-04,207067.0,238343.0,281904.0,287875.0,283801.0,27923.0,272580,292957,329952,327033,312319,32963 -2021-05-05,207193.0,238469.0,282037.0,287987.0,283878.0,27944.0,272580,292957,329952,327033,312319,32963 -2021-05-06,207361.0,238616.0,282184.0,288099.0,283962.0,27958.0,272580,292957,329952,327033,312319,32963 -2021-05-07,207522.0,238812.0,282352.0,288232.0,284060.0,27965.0,272580,292957,329952,327033,312319,32963 -2021-05-08,207725.0,239022.0,282513.0,288379.0,284172.0,27986.0,272580,292957,329952,327033,312319,32963 -2021-05-09,207837.0,239134.0,282604.0,288449.0,284221.0,28000.0,272580,292957,329952,327033,312319,32963 -2021-05-10,207963.0,239246.0,282695.0,288540.0,284284.0,28014.0,272580,292957,329952,327033,312319,32963 -2021-05-11,208152.0,239379.0,282828.0,288659.0,284368.0,28035.0,272580,292957,329952,327033,312319,32963 -2021-05-12,208383.0,239575.0,282989.0,288813.0,284459.0,28056.0,272580,292957,329952,327033,312319,32963 -2021-05-13,208628.0,239778.0,283178.0,288988.0,284585.0,28077.0,272580,292957,329952,327033,312319,32963 -2021-05-14,208894.0,240002.0,283395.0,289170.0,284704.0,28091.0,272580,292957,329952,327033,312319,32963 -2021-05-15,209230.0,240254.0,283605.0,289331.0,284844.0,28112.0,272580,292957,329952,327033,312319,32963 -2021-05-16,209405.0,240380.0,283738.0,289415.0,284907.0,28133.0,272580,292957,329952,327033,312319,32963 -2021-05-17,209566.0,240478.0,283836.0,289492.0,284956.0,28147.0,272580,292957,329952,327033,312319,32963 -2021-05-18,209790.0,240632.0,283983.0,289604.0,285033.0,28161.0,272580,292957,329952,327033,312319,32963 -2021-05-19,210070.0,240905.0,284200.0,289758.0,285152.0,28182.0,272580,292957,329952,327033,312319,32963 -2021-05-20,210343.0,241143.0,284396.0,289905.0,285285.0,28196.0,272580,292957,329952,327033,312319,32963 -2021-05-21,210574.0,241381.0,284557.0,290024.0,285397.0,28217.0,272580,292957,329952,327033,312319,32963 -2021-05-22,210847.0,241605.0,284746.0,290171.0,285530.0,28231.0,272580,292957,329952,327033,312319,32963 -2021-05-23,210980.0,241731.0,284851.0,290255.0,285586.0,28245.0,272580,292957,329952,327033,312319,32963 -2021-05-24,211106.0,241843.0,284970.0,290339.0,285663.0,28259.0,272580,292957,329952,327033,312319,32963 -2021-05-25,211274.0,242004.0,285110.0,290458.0,285726.0,28280.0,272580,292957,329952,327033,312319,32963 -2021-05-26,211498.0,242200.0,285271.0,290584.0,285803.0,28294.0,272580,292957,329952,327033,312319,32963 -2021-05-27,211729.0,242403.0,285432.0,290717.0,285894.0,28322.0,272580,292957,329952,327033,312319,32963 -2021-05-28,211946.0,242571.0,285579.0,290829.0,285978.0,28336.0,272580,292957,329952,327033,312319,32963 -2021-05-29,212170.0,242746.0,285719.0,290948.0,286062.0,28357.0,272580,292957,329952,327033,312319,32963 -2021-05-30,212289.0,242844.0,285803.0,291018.0,286090.0,28364.0,272580,292957,329952,327033,312319,32963 -2021-05-31,212373.0,242928.0,285866.0,291060.0,286125.0,28371.0,272580,292957,329952,327033,312319,32963 -2021-06-01,212471.0,243019.0,285936.0,291123.0,286167.0,28378.0,272580,292957,329952,327033,312319,32963 -2021-06-02,212611.0,243152.0,286041.0,291207.0,286230.0,28399.0,272580,292957,329952,327033,312319,32963 -2021-06-03,212779.0,243306.0,286174.0,291277.0,286293.0,28420.0,272580,292957,329952,327033,312319,32963 -2021-06-04,212933.0,243432.0,286293.0,291375.0,286356.0,28434.0,272580,292957,329952,327033,312319,32963 -2021-06-05,213143.0,243614.0,286440.0,291501.0,286426.0,28462.0,272580,292957,329952,327033,312319,32963 -2021-06-06,213248.0,243712.0,286517.0,291564.0,286475.0,28469.0,272580,292957,329952,327033,312319,32963 -2021-06-07,213374.0,243796.0,286594.0,291641.0,286510.0,28476.0,272580,292957,329952,327033,312319,32963 -2021-06-08,213486.0,243887.0,286678.0,291711.0,286559.0,28497.0,272580,292957,329952,327033,312319,32963 -2021-06-09,213640.0,244034.0,286776.0,291788.0,286622.0,28511.0,272580,292957,329952,327033,312319,32963 -2021-06-10,213780.0,244153.0,286881.0,291865.0,286685.0,28532.0,272580,292957,329952,327033,312319,32963 -2021-06-11,213941.0,244279.0,286986.0,291956.0,286741.0,28546.0,272580,292957,329952,327033,312319,32963 -2021-06-12,214116.0,244419.0,287105.0,292068.0,286804.0,28560.0,272580,292957,329952,327033,312319,32963 -2021-06-13,214186.0,244503.0,287175.0,292131.0,286846.0,28574.0,272580,292957,329952,327033,312319,32963 -2021-06-14,214270.0,244573.0,287245.0,292180.0,286895.0,28581.0,272580,292957,329952,327033,312319,32963 -2021-06-15,214382.0,244692.0,287315.0,292257.0,286944.0,28588.0,272580,292957,329952,327033,312319,32963 -2021-06-16,214508.0,244797.0,287399.0,292327.0,286993.0,28602.0,272580,292957,329952,327033,312319,32963 -2021-06-17,214662.0,244895.0,287497.0,292411.0,287035.0,28616.0,272580,292957,329952,327033,312319,32963 -2021-06-18,214774.0,245000.0,287574.0,292474.0,287077.0,28623.0,272580,292957,329952,327033,312319,32963 -2021-06-19,214956.0,245168.0,287693.0,292579.0,287147.0,28637.0,272580,292957,329952,327033,312319,32963 -2021-06-20,215033.0,245224.0,287749.0,292621.0,287168.0,28637.0,272580,292957,329952,327033,312319,32963 -2021-06-21,215110.0,245287.0,287812.0,292656.0,287203.0,28651.0,272580,292957,329952,327033,312319,32963 -2021-06-22,215222.0,245371.0,287889.0,292705.0,287231.0,28658.0,272580,292957,329952,327033,312319,32963 -2021-06-23,215334.0,245462.0,287973.0,292754.0,287273.0,28672.0,272580,292957,329952,327033,312319,32963 -2021-06-24,215446.0,245546.0,288029.0,292824.0,287322.0,28679.0,272580,292957,329952,327033,312319,32963 -2021-06-25,215579.0,245665.0,288113.0,292894.0,287378.0,28693.0,272580,292957,329952,327033,312319,32963 -2021-06-26,215845.0,245854.0,288239.0,292999.0,287448.0,28714.0,272580,292957,329952,327033,312319,32963 -2021-06-27,215971.0,245945.0,288316.0,293048.0,287497.0,28721.0,272580,292957,329952,327033,312319,32963 -2021-06-28,216048.0,246001.0,288372.0,293090.0,287518.0,28728.0,272580,292957,329952,327033,312319,32963 -2021-06-29,216153.0,246078.0,288435.0,293118.0,287546.0,28728.0,272580,292957,329952,327033,312319,32963 -2021-06-30,216272.0,246162.0,288512.0,293174.0,287595.0,28735.0,272580,292957,329952,327033,312319,32963 -2021-07-01,216370.0,246253.0,288582.0,293223.0,287623.0,28742.0,272580,292957,329952,327033,312319,32963 -2021-07-02,216447.0,246337.0,288659.0,293272.0,287665.0,28749.0,272580,292957,329952,327033,312319,32963 -2021-07-03,216594.0,246442.0,288757.0,293335.0,287714.0,28756.0,272580,292957,329952,327033,312319,32963 -2021-07-04,216678.0,246512.0,288799.0,293363.0,287742.0,28756.0,272580,292957,329952,327033,312319,32963 -2021-07-05,216748.0,246568.0,288848.0,293412.0,287770.0,28763.0,272580,292957,329952,327033,312319,32963 -2021-07-06,216832.0,246624.0,288897.0,293461.0,287798.0,28777.0,272580,292957,329952,327033,312319,32963 -2021-07-07,216923.0,246687.0,288981.0,293510.0,287833.0,28784.0,272580,292957,329952,327033,312319,32963 -2021-07-08,217028.0,246764.0,289044.0,293559.0,287868.0,28791.0,272580,292957,329952,327033,312319,32963 -2021-07-09,217126.0,246862.0,289114.0,293622.0,287910.0,28798.0,272580,292957,329952,327033,312319,32963 -2021-07-10,217266.0,246974.0,289226.0,293685.0,287959.0,28812.0,272580,292957,329952,327033,312319,32963 -2021-07-11,217336.0,247023.0,289268.0,293720.0,287980.0,28819.0,272580,292957,329952,327033,312319,32963 -2021-07-12,217399.0,247079.0,289296.0,293748.0,288008.0,28826.0,272580,292957,329952,327033,312319,32963 -2021-07-13,217476.0,247128.0,289338.0,293783.0,288029.0,28833.0,272580,292957,329952,327033,312319,32963 -2021-07-14,217553.0,247212.0,289394.0,293832.0,288057.0,28840.0,272580,292957,329952,327033,312319,32963 -2021-07-15,217623.0,247289.0,289443.0,293881.0,288099.0,28854.0,272580,292957,329952,327033,312319,32963 -2021-07-16,217728.0,247359.0,289520.0,293937.0,288134.0,28861.0,272580,292957,329952,327033,312319,32963 -2021-07-17,217840.0,247457.0,289625.0,294000.0,288197.0,28868.0,272580,292957,329952,327033,312319,32963 -2021-07-18,217903.0,247499.0,289667.0,294028.0,288218.0,28875.0,272580,292957,329952,327033,312319,32963 -2021-07-19,217952.0,247548.0,289716.0,294042.0,288246.0,28875.0,272580,292957,329952,327033,312319,32963 -2021-07-20,218001.0,247590.0,289772.0,294070.0,288274.0,28882.0,272580,292957,329952,327033,312319,32963 -2021-07-21,218071.0,247653.0,289821.0,294098.0,288295.0,28889.0,272580,292957,329952,327033,312319,32963 -2021-07-22,218162.0,247723.0,289870.0,294133.0,288323.0,28889.0,272580,292957,329952,327033,312319,32963 -2021-07-23,218225.0,247779.0,289919.0,294168.0,288344.0,28896.0,272580,292957,329952,327033,312319,32963 -2021-07-24,218316.0,247849.0,289975.0,294210.0,288372.0,28896.0,272580,292957,329952,327033,312319,32963 -2021-07-25,218372.0,247891.0,289996.0,294231.0,288393.0,28903.0,272580,292957,329952,327033,312319,32963 -2021-07-26,218428.0,247926.0,290024.0,294266.0,288414.0,28910.0,272580,292957,329952,327033,312319,32963 -2021-07-27,218477.0,247968.0,290059.0,294294.0,288435.0,28910.0,272580,292957,329952,327033,312319,32963 -2021-07-28,218561.0,248010.0,290094.0,294322.0,288449.0,28924.0,272580,292957,329952,327033,312319,32963 -2021-07-29,218631.0,248059.0,290143.0,294364.0,288470.0,28924.0,272580,292957,329952,327033,312319,32963 -2021-07-30,218687.0,248108.0,290171.0,294399.0,288491.0,28931.0,272580,292957,329952,327033,312319,32963 -2021-07-31,218771.0,248164.0,290234.0,294441.0,288519.0,28931.0,272580,292957,329952,327033,312319,32963 -2021-08-01,218799.0,248185.0,290262.0,294462.0,288533.0,28938.0,272580,292957,329952,327033,312319,32963 -2021-08-02,218848.0,248220.0,290276.0,294483.0,288547.0,28945.0,272580,292957,329952,327033,312319,32963 -2021-08-03,218890.0,248262.0,290311.0,294511.0,288575.0,28952.0,272580,292957,329952,327033,312319,32963 -2021-08-04,218946.0,248297.0,290346.0,294539.0,288596.0,28952.0,272580,292957,329952,327033,312319,32963 -2021-08-05,219002.0,248353.0,290381.0,294574.0,288610.0,28966.0,272580,292957,329952,327033,312319,32963 -2021-08-06,219065.0,248388.0,290423.0,294602.0,288631.0,28966.0,272580,292957,329952,327033,312319,32963 -2021-08-07,219149.0,248430.0,290479.0,294651.0,288659.0,28966.0,272580,292957,329952,327033,312319,32963 -2021-08-08,219184.0,248465.0,290500.0,294672.0,288673.0,28973.0,272580,292957,329952,327033,312319,32963 -2021-08-09,219226.0,248493.0,290521.0,294700.0,288687.0,28973.0,272580,292957,329952,327033,312319,32963 -2021-08-10,219261.0,248542.0,290549.0,294728.0,288708.0,28980.0,272580,292957,329952,327033,312319,32963 -2021-08-11,219317.0,248591.0,290577.0,294756.0,288722.0,28987.0,272580,292957,329952,327033,312319,32963 -2021-08-12,219380.0,248640.0,290619.0,294784.0,288736.0,28987.0,272580,292957,329952,327033,312319,32963 -2021-08-13,219429.0,248675.0,290654.0,294805.0,288757.0,28994.0,272580,292957,329952,327033,312319,32963 -2021-08-14,219485.0,248724.0,290682.0,294833.0,288771.0,29001.0,272580,292957,329952,327033,312319,32963 -2021-08-15,219520.0,248752.0,290696.0,294847.0,288785.0,29001.0,272580,292957,329952,327033,312319,32963 -2021-08-16,219555.0,248773.0,290724.0,294868.0,288792.0,29008.0,272580,292957,329952,327033,312319,32963 -2021-08-17,219583.0,248801.0,290745.0,294896.0,288806.0,29008.0,272580,292957,329952,327033,312319,32963 -2021-08-18,219632.0,248836.0,290773.0,294924.0,288827.0,29015.0,272580,292957,329952,327033,312319,32963 -2021-08-19,219639.0,248843.0,290773.0,294924.0,288827.0,29015.0,272580,292957,329952,327033,312319,32963 +2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,272629,293188,330155,327187,312193,33096 +2020-12-04,0.0,0.0,0.0,0.0,0.0,0.0,272629,293188,330155,327187,312193,33096 +2020-12-07,0.0,0.0,0.0,0.0,0.0,0.0,272629,293188,330155,327187,312193,33096 +2020-12-08,35.0,42.0,49.0,63.0,63.0,7.0,272629,293188,330155,327187,312193,33096 +2020-12-09,105.0,105.0,133.0,161.0,175.0,14.0,272629,293188,330155,327187,312193,33096 +2020-12-10,147.0,161.0,196.0,245.0,266.0,21.0,272629,293188,330155,327187,312193,33096 +2020-12-11,203.0,224.0,287.0,350.0,385.0,35.0,272629,293188,330155,327187,312193,33096 +2020-12-12,238.0,294.0,392.0,462.0,476.0,42.0,272629,293188,330155,327187,312193,33096 +2020-12-13,287.0,343.0,455.0,539.0,553.0,42.0,272629,293188,330155,327187,312193,33096 +2020-12-14,350.0,406.0,546.0,623.0,644.0,49.0,272629,293188,330155,327187,312193,33096 +2020-12-15,434.0,532.0,707.0,742.0,805.0,63.0,272629,293188,330155,327187,312193,33096 +2020-12-16,567.0,672.0,903.0,945.0,1029.0,84.0,272629,293188,330155,327187,312193,33096 +2020-12-17,714.0,854.0,1127.0,1176.0,1288.0,105.0,272629,293188,330155,327187,312193,33096 +2020-12-18,840.0,1022.0,1358.0,1428.0,1540.0,133.0,272629,293188,330155,327187,312193,33096 +2020-12-19,945.0,1155.0,1533.0,1610.0,1743.0,161.0,272629,293188,330155,327187,312193,33096 +2020-12-20,1099.0,1351.0,1743.0,1862.0,2030.0,189.0,272629,293188,330155,327187,312193,33096 +2020-12-21,1337.0,1638.0,2030.0,2184.0,2401.0,231.0,272629,293188,330155,327187,312193,33096 +2020-12-22,1512.0,1862.0,2317.0,2485.0,2765.0,266.0,272629,293188,330155,327187,312193,33096 +2020-12-23,1764.0,2128.0,2667.0,2849.0,3143.0,308.0,272629,293188,330155,327187,312193,33096 +2020-12-24,1869.0,2261.0,2828.0,3038.0,3381.0,315.0,272629,293188,330155,327187,312193,33096 +2020-12-25,1869.0,2261.0,2828.0,3038.0,3381.0,315.0,272629,293188,330155,327187,312193,33096 +2020-12-26,1876.0,2261.0,2835.0,3045.0,3388.0,322.0,272629,293188,330155,327187,312193,33096 +2020-12-27,1897.0,2310.0,2877.0,3087.0,3458.0,329.0,272629,293188,330155,327187,312193,33096 +2020-12-28,1960.0,2380.0,2961.0,3171.0,3563.0,336.0,272629,293188,330155,327187,312193,33096 +2020-12-29,2135.0,2590.0,3192.0,3409.0,3822.0,357.0,272629,293188,330155,327187,312193,33096 +2020-12-30,2541.0,3066.0,3696.0,4004.0,4403.0,406.0,272629,293188,330155,327187,312193,33096 +2020-12-31,2933.0,3542.0,4214.0,4564.0,4963.0,462.0,272629,293188,330155,327187,312193,33096 +2021-01-01,3024.0,3654.0,4375.0,4739.0,5103.0,483.0,272629,293188,330155,327187,312193,33096 +2021-01-02,3115.0,3822.0,4550.0,4907.0,5278.0,497.0,272629,293188,330155,327187,312193,33096 +2021-01-03,3206.0,3941.0,4676.0,5061.0,5418.0,504.0,272629,293188,330155,327187,312193,33096 +2021-01-04,3381.0,4158.0,4907.0,5334.0,5691.0,525.0,272629,293188,330155,327187,312193,33096 +2021-01-05,3710.0,4557.0,5404.0,5887.0,6244.0,581.0,272629,293188,330155,327187,312193,33096 +2021-01-06,4074.0,5047.0,6062.0,6629.0,7007.0,637.0,272629,293188,330155,327187,312193,33096 +2021-01-07,4704.0,5866.0,7000.0,7651.0,8057.0,735.0,272629,293188,330155,327187,312193,33096 +2021-01-08,5390.0,6811.0,8071.0,8715.0,9142.0,847.0,272629,293188,330155,327187,312193,33096 +2021-01-09,5957.0,7532.0,9030.0,9653.0,10185.0,945.0,272629,293188,330155,327187,312193,33096 +2021-01-10,6300.0,8029.0,9583.0,10248.0,10836.0,1001.0,272629,293188,330155,327187,312193,33096 +2021-01-11,6811.0,8764.0,10430.0,11095.0,11739.0,1092.0,272629,293188,330155,327187,312193,33096 +2021-01-12,7581.0,9653.0,11466.0,12180.0,12852.0,1225.0,272629,293188,330155,327187,312193,33096 +2021-01-13,8379.0,10724.0,12628.0,13377.0,13958.0,1351.0,272629,293188,330155,327187,312193,33096 +2021-01-14,9338.0,11788.0,13930.0,14686.0,15141.0,1463.0,272629,293188,330155,327187,312193,33096 +2021-01-15,10325.0,13006.0,15449.0,16121.0,16597.0,1610.0,272629,293188,330155,327187,312193,33096 +2021-01-16,11165.0,14063.0,16660.0,17346.0,17892.0,1729.0,272629,293188,330155,327187,312193,33096 +2021-01-17,11739.0,14700.0,17528.0,18221.0,18774.0,1813.0,272629,293188,330155,327187,312193,33096 +2021-01-18,12425.0,15526.0,18501.0,19201.0,19817.0,1897.0,272629,293188,330155,327187,312193,33096 +2021-01-19,13167.0,16415.0,19607.0,20328.0,20965.0,1995.0,272629,293188,330155,327187,312193,33096 +2021-01-20,14056.0,17458.0,20804.0,21441.0,22078.0,2114.0,272629,293188,330155,327187,312193,33096 +2021-01-21,15008.0,18592.0,22036.0,22722.0,23310.0,2240.0,272629,293188,330155,327187,312193,33096 +2021-01-22,16121.0,19880.0,23520.0,24206.0,24682.0,2366.0,272629,293188,330155,327187,312193,33096 +2021-01-23,16905.0,20839.0,24717.0,25354.0,25816.0,2471.0,272629,293188,330155,327187,312193,33096 +2021-01-24,17409.0,21448.0,25452.0,26061.0,26474.0,2534.0,272629,293188,330155,327187,312193,33096 +2021-01-25,17969.0,22183.0,26299.0,26936.0,27237.0,2632.0,272629,293188,330155,327187,312193,33096 +2021-01-26,18676.0,23065.0,27258.0,27832.0,28070.0,2730.0,272629,293188,330155,327187,312193,33096 +2021-01-27,19341.0,23870.0,28217.0,28714.0,28938.0,2821.0,272629,293188,330155,327187,312193,33096 +2021-01-28,20069.0,24731.0,29120.0,29631.0,29813.0,2912.0,272629,293188,330155,327187,312193,33096 +2021-01-29,20769.0,25592.0,30114.0,30625.0,30779.0,3017.0,272629,293188,330155,327187,312193,33096 +2021-01-30,21336.0,26313.0,30961.0,31430.0,31591.0,3101.0,272629,293188,330155,327187,312193,33096 +2021-01-31,21784.0,26824.0,31563.0,32046.0,32172.0,3164.0,272629,293188,330155,327187,312193,33096 +2021-02-01,22211.0,27321.0,32130.0,32557.0,32718.0,3227.0,272629,293188,330155,327187,312193,33096 +2021-02-02,22708.0,27916.0,32823.0,33166.0,33306.0,3290.0,272629,293188,330155,327187,312193,33096 +2021-02-03,23212.0,28525.0,33488.0,33845.0,33943.0,3360.0,272629,293188,330155,327187,312193,33096 +2021-02-04,23814.0,29260.0,34272.0,34629.0,34629.0,3437.0,272629,293188,330155,327187,312193,33096 +2021-02-05,24381.0,29939.0,35021.0,35392.0,35266.0,3507.0,272629,293188,330155,327187,312193,33096 +2021-02-06,24878.0,30569.0,35805.0,36071.0,35945.0,3570.0,272629,293188,330155,327187,312193,33096 +2021-02-07,25193.0,30989.0,36218.0,36470.0,36316.0,3605.0,272629,293188,330155,327187,312193,33096 +2021-02-08,25578.0,31360.0,36624.0,36855.0,36687.0,3647.0,272629,293188,330155,327187,312193,33096 +2021-02-09,26033.0,31829.0,37135.0,37345.0,37198.0,3710.0,272629,293188,330155,327187,312193,33096 +2021-02-10,26558.0,32403.0,37772.0,37912.0,37695.0,3773.0,272629,293188,330155,327187,312193,33096 +2021-02-11,27286.0,33201.0,38570.0,38682.0,38304.0,3864.0,272629,293188,330155,327187,312193,33096 +2021-02-12,28119.0,34216.0,39711.0,39732.0,39193.0,3983.0,272629,293188,330155,327187,312193,33096 +2021-02-13,28924.0,35203.0,40747.0,40782.0,40208.0,4081.0,272629,293188,330155,327187,312193,33096 +2021-02-14,29407.0,35798.0,41440.0,41433.0,40859.0,4144.0,272629,293188,330155,327187,312193,33096 +2021-02-15,30044.0,36463.0,42140.0,42119.0,41482.0,4200.0,272629,293188,330155,327187,312193,33096 +2021-02-16,31570.0,37961.0,43848.0,43645.0,42868.0,4361.0,272629,293188,330155,327187,312193,33096 +2021-02-17,34300.0,40733.0,46823.0,46235.0,45304.0,4697.0,272629,293188,330155,327187,312193,33096 +2021-02-18,36743.0,43239.0,49749.0,49049.0,47698.0,4998.0,272629,293188,330155,327187,312193,33096 +2021-02-19,38934.0,45479.0,52066.0,51079.0,49560.0,5215.0,272629,293188,330155,327187,312193,33096 +2021-02-20,40964.0,47460.0,54397.0,53445.0,52024.0,5453.0,272629,293188,330155,327187,312193,33096 +2021-02-21,41853.0,48342.0,55356.0,54208.0,52815.0,5544.0,272629,293188,330155,327187,312193,33096 +2021-02-22,43029.0,49336.0,56462.0,55223.0,53802.0,5656.0,272629,293188,330155,327187,312193,33096 +2021-02-23,45423.0,51541.0,59150.0,57946.0,56224.0,5901.0,272629,293188,330155,327187,312193,33096 +2021-02-24,48573.0,54705.0,62706.0,61292.0,59178.0,6265.0,272629,293188,330155,327187,312193,33096 +2021-02-25,51863.0,57897.0,66619.0,64995.0,62398.0,6657.0,272629,293188,330155,327187,312193,33096 +2021-02-26,55034.0,61390.0,70483.0,68803.0,65849.0,7028.0,272629,293188,330155,327187,312193,33096 +2021-02-27,57736.0,64036.0,73416.0,71540.0,68768.0,7364.0,272629,293188,330155,327187,312193,33096 +2021-02-28,58800.0,65247.0,74648.0,72443.0,69692.0,7483.0,272629,293188,330155,327187,312193,33096 +2021-03-01,59640.0,66129.0,75509.0,73213.0,70455.0,7609.0,272629,293188,330155,327187,312193,33096 +2021-03-02,60683.0,67249.0,76692.0,74242.0,71309.0,7707.0,272629,293188,330155,327187,312193,33096 +2021-03-03,62468.0,69097.0,78757.0,76174.0,72779.0,7924.0,272629,293188,330155,327187,312193,33096 +2021-03-04,64855.0,71631.0,81536.0,79065.0,75299.0,8232.0,272629,293188,330155,327187,312193,33096 +2021-03-05,67445.0,74403.0,84651.0,82124.0,77924.0,8491.0,272629,293188,330155,327187,312193,33096 +2021-03-06,70336.0,77399.0,88109.0,85505.0,81074.0,8834.0,272629,293188,330155,327187,312193,33096 +2021-03-07,71274.0,78134.0,88991.0,86289.0,81865.0,8911.0,272629,293188,330155,327187,312193,33096 +2021-03-08,72170.0,78925.0,89887.0,87073.0,82537.0,9009.0,272629,293188,330155,327187,312193,33096 +2021-03-09,73451.0,79989.0,90979.0,88081.0,83447.0,9135.0,272629,293188,330155,327187,312193,33096 +2021-03-10,74655.0,81305.0,92435.0,89390.0,84959.0,9247.0,272629,293188,330155,327187,312193,33096 +2021-03-11,76202.0,82698.0,93856.0,91091.0,86184.0,9387.0,272629,293188,330155,327187,312193,33096 +2021-03-12,79457.0,86135.0,97671.0,94416.0,89579.0,9646.0,272629,293188,330155,327187,312193,33096 +2021-03-13,85792.0,92610.0,106610.0,102473.0,97076.0,10409.0,272629,293188,330155,327187,312193,33096 +2021-03-14,88228.0,95095.0,109557.0,105588.0,100002.0,10738.0,272629,293188,330155,327187,312193,33096 +2021-03-15,91329.0,98441.0,113659.0,109284.0,103677.0,11137.0,272629,293188,330155,327187,312193,33096 +2021-03-16,96047.0,103845.0,120001.0,116298.0,110936.0,11760.0,272629,293188,330155,327187,312193,33096 +2021-03-17,102746.0,111867.0,130487.0,127036.0,120869.0,12663.0,272629,293188,330155,327187,312193,33096 +2021-03-18,112574.0,124096.0,146419.0,144347.0,138999.0,14245.0,272629,293188,330155,327187,312193,33096 +2021-03-19,122500.0,137158.0,163905.0,162960.0,157542.0,15869.0,272629,293188,330155,327187,312193,33096 +2021-03-20,138691.0,158088.0,192619.0,193172.0,188265.0,18718.0,272629,293188,330155,327187,312193,33096 +2021-03-21,144508.0,166229.0,203000.0,203875.0,199626.0,19873.0,272629,293188,330155,327187,312193,33096 +2021-03-22,150192.0,174013.0,211820.0,213276.0,209545.0,20636.0,272629,293188,330155,327187,312193,33096 +2021-03-23,155680.0,181111.0,220367.0,223174.0,220003.0,21511.0,272629,293188,330155,327187,312193,33096 +2021-03-24,161056.0,188251.0,228578.0,232106.0,228431.0,22337.0,272629,293188,330155,327187,312193,33096 +2021-03-25,166467.0,195118.0,236565.0,241094.0,237391.0,23100.0,272629,293188,330155,327187,312193,33096 +2021-03-26,172508.0,202356.0,245245.0,250418.0,246386.0,23940.0,272629,293188,330155,327187,312193,33096 +2021-03-27,180880.0,211785.0,256144.0,261625.0,257887.0,25025.0,272629,293188,330155,327187,312193,33096 +2021-03-28,185143.0,216447.0,261044.0,266798.0,263431.0,25585.0,272629,293188,330155,327187,312193,33096 +2021-03-29,188104.0,220059.0,264859.0,270872.0,267638.0,26033.0,272629,293188,330155,327187,312193,33096 +2021-03-30,190687.0,223013.0,268177.0,274505.0,271439.0,26383.0,272629,293188,330155,327187,312193,33096 +2021-03-31,193515.0,226261.0,271607.0,278131.0,274855.0,26733.0,272629,293188,330155,327187,312193,33096 +2021-04-01,195251.0,227794.0,273000.0,279531.0,276150.0,26894.0,272629,293188,330155,327187,312193,33096 +2021-04-02,196154.0,228669.0,273770.0,280539.0,277018.0,26985.0,272629,293188,330155,327187,312193,33096 +2021-04-03,197057.0,229803.0,274757.0,281470.0,278096.0,27083.0,272629,293188,330155,327187,312193,33096 +2021-04-04,197645.0,230244.0,275114.0,281841.0,278432.0,27146.0,272629,293188,330155,327187,312193,33096 +2021-04-05,197855.0,230461.0,275289.0,281995.0,278572.0,27167.0,272629,293188,330155,327187,312193,33096 +2021-04-06,198331.0,230916.0,275653.0,282324.0,278887.0,27209.0,272629,293188,330155,327187,312193,33096 +2021-04-07,199108.0,231497.0,276164.0,282730.0,279342.0,27265.0,272629,293188,330155,327187,312193,33096 +2021-04-08,199717.0,232029.0,276675.0,283220.0,279727.0,27321.0,272629,293188,330155,327187,312193,33096 +2021-04-09,200697.0,232911.0,277291.0,283815.0,280175.0,27447.0,272629,293188,330155,327187,312193,33096 +2021-04-10,201761.0,233793.0,277963.0,284410.0,280791.0,27552.0,272629,293188,330155,327187,312193,33096 +2021-04-11,202139.0,234157.0,278236.0,284697.0,281106.0,27587.0,272629,293188,330155,327187,312193,33096 +2021-04-12,202510.0,234402.0,278425.0,284872.0,281232.0,27615.0,272629,293188,330155,327187,312193,33096 +2021-04-13,202797.0,234654.0,278656.0,285054.0,281379.0,27664.0,272629,293188,330155,327187,312193,33096 +2021-04-14,203084.0,234906.0,278908.0,285257.0,281533.0,27685.0,272629,293188,330155,327187,312193,33096 +2021-04-15,203413.0,235151.0,279160.0,285453.0,281708.0,27706.0,272629,293188,330155,327187,312193,33096 +2021-04-16,203721.0,235424.0,279412.0,285628.0,281883.0,27734.0,272629,293188,330155,327187,312193,33096 +2021-04-17,204043.0,235711.0,279685.0,285880.0,282086.0,27762.0,272629,293188,330155,327187,312193,33096 +2021-04-18,204232.0,235872.0,279804.0,285999.0,282170.0,27776.0,272629,293188,330155,327187,312193,33096 +2021-04-19,204379.0,236019.0,279930.0,286111.0,282240.0,27783.0,272629,293188,330155,327187,312193,33096 +2021-04-20,204540.0,236173.0,280049.0,286230.0,282345.0,27804.0,272629,293188,330155,327187,312193,33096 +2021-04-21,204771.0,236362.0,280203.0,286370.0,282457.0,27818.0,272629,293188,330155,327187,312193,33096 +2021-04-22,204981.0,236551.0,280378.0,286531.0,282583.0,27839.0,272629,293188,330155,327187,312193,33096 +2021-04-23,205233.0,236775.0,280574.0,286706.0,282723.0,27867.0,272629,293188,330155,327187,312193,33096 +2021-04-24,205534.0,237055.0,280777.0,286888.0,282870.0,27888.0,272629,293188,330155,327187,312193,33096 +2021-04-25,205681.0,237188.0,280882.0,286993.0,282947.0,27895.0,272629,293188,330155,327187,312193,33096 +2021-04-26,205842.0,237314.0,280987.0,287084.0,283010.0,27916.0,272629,293188,330155,327187,312193,33096 +2021-04-27,206031.0,237447.0,281113.0,287217.0,283122.0,27923.0,272629,293188,330155,327187,312193,33096 +2021-04-28,206192.0,237608.0,281260.0,287329.0,283213.0,27944.0,272629,293188,330155,327187,312193,33096 +2021-04-29,206374.0,237776.0,281407.0,287448.0,283318.0,27958.0,272629,293188,330155,327187,312193,33096 +2021-04-30,206584.0,238000.0,281582.0,287567.0,283416.0,27979.0,272629,293188,330155,327187,312193,33096 +2021-05-01,206752.0,238147.0,281729.0,287700.0,283493.0,28000.0,272629,293188,330155,327187,312193,33096 +2021-05-02,206843.0,238245.0,281820.0,287770.0,283549.0,28007.0,272629,293188,330155,327187,312193,33096 +2021-05-03,206906.0,238315.0,281869.0,287812.0,283570.0,28014.0,272629,293188,330155,327187,312193,33096 +2021-05-04,207025.0,238413.0,281953.0,287889.0,283612.0,28021.0,272629,293188,330155,327187,312193,33096 +2021-05-05,207158.0,238539.0,282086.0,288001.0,283689.0,28035.0,272629,293188,330155,327187,312193,33096 +2021-05-06,207319.0,238686.0,282233.0,288113.0,283773.0,28056.0,272629,293188,330155,327187,312193,33096 +2021-05-07,207480.0,238889.0,282401.0,288246.0,283864.0,28063.0,272629,293188,330155,327187,312193,33096 +2021-05-08,207683.0,239099.0,282562.0,288400.0,283983.0,28084.0,272629,293188,330155,327187,312193,33096 +2021-05-09,207795.0,239211.0,282653.0,288470.0,284032.0,28091.0,272629,293188,330155,327187,312193,33096 +2021-05-10,207921.0,239323.0,282744.0,288561.0,284095.0,28105.0,272629,293188,330155,327187,312193,33096 +2021-05-11,208110.0,239456.0,282877.0,288673.0,284179.0,28126.0,272629,293188,330155,327187,312193,33096 +2021-05-12,208341.0,239652.0,283038.0,288834.0,284270.0,28147.0,272629,293188,330155,327187,312193,33096 +2021-05-13,208586.0,239855.0,283227.0,289009.0,284396.0,28175.0,272629,293188,330155,327187,312193,33096 +2021-05-14,208852.0,240079.0,283444.0,289184.0,284515.0,28189.0,272629,293188,330155,327187,312193,33096 +2021-05-15,209188.0,240324.0,283654.0,289345.0,284655.0,28210.0,272629,293188,330155,327187,312193,33096 +2021-05-16,209363.0,240457.0,283787.0,289429.0,284718.0,28224.0,272629,293188,330155,327187,312193,33096 +2021-05-17,209524.0,240555.0,283885.0,289506.0,284767.0,28245.0,272629,293188,330155,327187,312193,33096 +2021-05-18,209748.0,240702.0,284025.0,289618.0,284851.0,28259.0,272629,293188,330155,327187,312193,33096 +2021-05-19,210035.0,240975.0,284249.0,289772.0,284963.0,28280.0,272629,293188,330155,327187,312193,33096 +2021-05-20,210308.0,241213.0,284445.0,289919.0,285096.0,28294.0,272629,293188,330155,327187,312193,33096 +2021-05-21,210532.0,241451.0,284599.0,290038.0,285208.0,28308.0,272629,293188,330155,327187,312193,33096 +2021-05-22,210812.0,241675.0,284788.0,290192.0,285341.0,28329.0,272629,293188,330155,327187,312193,33096 +2021-05-23,210945.0,241801.0,284893.0,290269.0,285404.0,28343.0,272629,293188,330155,327187,312193,33096 +2021-05-24,211071.0,241913.0,285012.0,290353.0,285474.0,28350.0,272629,293188,330155,327187,312193,33096 +2021-05-25,211232.0,242074.0,285152.0,290472.0,285537.0,28378.0,272629,293188,330155,327187,312193,33096 +2021-05-26,211456.0,242263.0,285313.0,290598.0,285614.0,28392.0,272629,293188,330155,327187,312193,33096 +2021-05-27,211687.0,242466.0,285474.0,290731.0,285705.0,28420.0,272629,293188,330155,327187,312193,33096 +2021-05-28,211904.0,242641.0,285621.0,290843.0,285789.0,28434.0,272629,293188,330155,327187,312193,33096 +2021-05-29,212128.0,242809.0,285768.0,290962.0,285873.0,28455.0,272629,293188,330155,327187,312193,33096 +2021-05-30,212247.0,242914.0,285845.0,291032.0,285901.0,28462.0,272629,293188,330155,327187,312193,33096 +2021-05-31,212331.0,242991.0,285908.0,291074.0,285936.0,28462.0,272629,293188,330155,327187,312193,33096 +2021-06-01,212429.0,243089.0,285985.0,291137.0,285985.0,28476.0,272629,293188,330155,327187,312193,33096 +2021-06-02,212569.0,243222.0,286083.0,291221.0,286041.0,28497.0,272629,293188,330155,327187,312193,33096 +2021-06-03,212737.0,243376.0,286216.0,291291.0,286104.0,28518.0,272629,293188,330155,327187,312193,33096 +2021-06-04,212891.0,243502.0,286335.0,291389.0,286167.0,28532.0,272629,293188,330155,327187,312193,33096 +2021-06-05,213101.0,243677.0,286482.0,291515.0,286244.0,28553.0,272629,293188,330155,327187,312193,33096 +2021-06-06,213206.0,243775.0,286559.0,291571.0,286286.0,28567.0,272629,293188,330155,327187,312193,33096 +2021-06-07,213332.0,243866.0,286636.0,291655.0,286321.0,28574.0,272629,293188,330155,327187,312193,33096 +2021-06-08,213444.0,243957.0,286720.0,291725.0,286370.0,28588.0,272629,293188,330155,327187,312193,33096 +2021-06-09,213591.0,244104.0,286818.0,291802.0,286433.0,28609.0,272629,293188,330155,327187,312193,33096 +2021-06-10,213738.0,244216.0,286923.0,291879.0,286496.0,28630.0,272629,293188,330155,327187,312193,33096 +2021-06-11,213899.0,244342.0,287028.0,291970.0,286552.0,28644.0,272629,293188,330155,327187,312193,33096 +2021-06-12,214067.0,244482.0,287147.0,292089.0,286615.0,28658.0,272629,293188,330155,327187,312193,33096 +2021-06-13,214144.0,244566.0,287217.0,292145.0,286664.0,28672.0,272629,293188,330155,327187,312193,33096 +2021-06-14,214221.0,244643.0,287287.0,292194.0,286706.0,28679.0,272629,293188,330155,327187,312193,33096 +2021-06-15,214340.0,244762.0,287357.0,292271.0,286755.0,28686.0,272629,293188,330155,327187,312193,33096 +2021-06-16,214466.0,244867.0,287434.0,292348.0,286804.0,28700.0,272629,293188,330155,327187,312193,33096 +2021-06-17,214620.0,244972.0,287532.0,292425.0,286846.0,28714.0,272629,293188,330155,327187,312193,33096 +2021-06-18,214732.0,245070.0,287616.0,292488.0,286888.0,28721.0,272629,293188,330155,327187,312193,33096 +2021-06-19,214907.0,245238.0,287735.0,292600.0,286958.0,28728.0,272629,293188,330155,327187,312193,33096 +2021-06-20,214991.0,245294.0,287791.0,292635.0,286979.0,28735.0,272629,293188,330155,327187,312193,33096 +2021-06-21,215068.0,245357.0,287847.0,292670.0,287014.0,28749.0,272629,293188,330155,327187,312193,33096 +2021-06-22,215180.0,245441.0,287931.0,292719.0,287042.0,28756.0,272629,293188,330155,327187,312193,33096 +2021-06-23,215292.0,245532.0,288008.0,292768.0,287084.0,28763.0,272629,293188,330155,327187,312193,33096 +2021-06-24,215404.0,245616.0,288064.0,292838.0,287133.0,28777.0,272629,293188,330155,327187,312193,33096 +2021-06-25,215537.0,245742.0,288148.0,292908.0,287189.0,28791.0,272629,293188,330155,327187,312193,33096 +2021-06-26,215803.0,245924.0,288281.0,293020.0,287259.0,28812.0,272629,293188,330155,327187,312193,33096 +2021-06-27,215929.0,246022.0,288358.0,293069.0,287308.0,28819.0,272629,293188,330155,327187,312193,33096 +2021-06-28,216006.0,246078.0,288407.0,293111.0,287329.0,28826.0,272629,293188,330155,327187,312193,33096 +2021-06-29,216111.0,246148.0,288477.0,293139.0,287357.0,28826.0,272629,293188,330155,327187,312193,33096 +2021-06-30,216230.0,246239.0,288554.0,293188.0,287406.0,28833.0,272629,293188,330155,327187,312193,33096 +2021-07-01,216321.0,246330.0,288624.0,293237.0,287434.0,28840.0,272629,293188,330155,327187,312193,33096 +2021-07-02,216405.0,246414.0,288701.0,293293.0,287476.0,28847.0,272629,293188,330155,327187,312193,33096 +2021-07-03,216552.0,246519.0,288792.0,293356.0,287532.0,28854.0,272629,293188,330155,327187,312193,33096 +2021-07-04,216629.0,246582.0,288841.0,293384.0,287553.0,28861.0,272629,293188,330155,327187,312193,33096 +2021-07-05,216706.0,246638.0,288890.0,293433.0,287581.0,28868.0,272629,293188,330155,327187,312193,33096 +2021-07-06,216783.0,246701.0,288939.0,293482.0,287609.0,28875.0,272629,293188,330155,327187,312193,33096 +2021-07-07,216874.0,246764.0,289023.0,293531.0,287644.0,28882.0,272629,293188,330155,327187,312193,33096 +2021-07-08,216979.0,246841.0,289086.0,293580.0,287679.0,28896.0,272629,293188,330155,327187,312193,33096 +2021-07-09,217084.0,246939.0,289156.0,293643.0,287728.0,28903.0,272629,293188,330155,327187,312193,33096 +2021-07-10,217224.0,247058.0,289268.0,293706.0,287770.0,28917.0,272629,293188,330155,327187,312193,33096 +2021-07-11,217294.0,247107.0,289310.0,293741.0,287791.0,28924.0,272629,293188,330155,327187,312193,33096 +2021-07-12,217357.0,247156.0,289338.0,293776.0,287819.0,28924.0,272629,293188,330155,327187,312193,33096 +2021-07-13,217427.0,247212.0,289380.0,293804.0,287840.0,28931.0,272629,293188,330155,327187,312193,33096 +2021-07-14,217511.0,247289.0,289443.0,293853.0,287868.0,28945.0,272629,293188,330155,327187,312193,33096 +2021-07-15,217581.0,247366.0,289492.0,293909.0,287910.0,28952.0,272629,293188,330155,327187,312193,33096 +2021-07-16,217679.0,247436.0,289562.0,293958.0,287945.0,28966.0,272629,293188,330155,327187,312193,33096 +2021-07-17,217798.0,247534.0,289667.0,294021.0,288008.0,28973.0,272629,293188,330155,327187,312193,33096 +2021-07-18,217861.0,247576.0,289716.0,294049.0,288029.0,28980.0,272629,293188,330155,327187,312193,33096 +2021-07-19,217917.0,247625.0,289765.0,294070.0,288057.0,28980.0,272629,293188,330155,327187,312193,33096 +2021-07-20,217959.0,247667.0,289814.0,294098.0,288085.0,28980.0,272629,293188,330155,327187,312193,33096 +2021-07-21,218029.0,247737.0,289863.0,294119.0,288106.0,28987.0,272629,293188,330155,327187,312193,33096 +2021-07-22,218120.0,247800.0,289912.0,294161.0,288141.0,28987.0,272629,293188,330155,327187,312193,33096 +2021-07-23,218183.0,247863.0,289961.0,294189.0,288162.0,28994.0,272629,293188,330155,327187,312193,33096 +2021-07-24,218274.0,247933.0,290017.0,294231.0,288190.0,29001.0,272629,293188,330155,327187,312193,33096 +2021-07-25,218330.0,247975.0,290038.0,294259.0,288204.0,29001.0,272629,293188,330155,327187,312193,33096 +2021-07-26,218386.0,248010.0,290066.0,294287.0,288225.0,29008.0,272629,293188,330155,327187,312193,33096 +2021-07-27,218435.0,248045.0,290101.0,294322.0,288246.0,29008.0,272629,293188,330155,327187,312193,33096 +2021-07-28,218519.0,248094.0,290143.0,294350.0,288260.0,29022.0,272629,293188,330155,327187,312193,33096 +2021-07-29,218589.0,248143.0,290185.0,294385.0,288281.0,29029.0,272629,293188,330155,327187,312193,33096 +2021-07-30,218652.0,248185.0,290220.0,294420.0,288302.0,29029.0,272629,293188,330155,327187,312193,33096 +2021-07-31,218729.0,248241.0,290283.0,294462.0,288330.0,29036.0,272629,293188,330155,327187,312193,33096 +2021-08-01,218757.0,248269.0,290304.0,294490.0,288344.0,29043.0,272629,293188,330155,327187,312193,33096 +2021-08-02,218806.0,248297.0,290318.0,294511.0,288358.0,29050.0,272629,293188,330155,327187,312193,33096 +2021-08-03,218848.0,248339.0,290353.0,294539.0,288386.0,29050.0,272629,293188,330155,327187,312193,33096 +2021-08-04,218904.0,248381.0,290388.0,294560.0,288407.0,29057.0,272629,293188,330155,327187,312193,33096 +2021-08-05,218960.0,248437.0,290423.0,294602.0,288421.0,29064.0,272629,293188,330155,327187,312193,33096 +2021-08-06,219023.0,248472.0,290465.0,294630.0,288442.0,29071.0,272629,293188,330155,327187,312193,33096 +2021-08-07,219107.0,248514.0,290521.0,294679.0,288470.0,29071.0,272629,293188,330155,327187,312193,33096 +2021-08-08,219142.0,248549.0,290549.0,294700.0,288484.0,29071.0,272629,293188,330155,327187,312193,33096 +2021-08-09,219184.0,248577.0,290570.0,294735.0,288498.0,29078.0,272629,293188,330155,327187,312193,33096 +2021-08-10,219226.0,248619.0,290598.0,294763.0,288519.0,29078.0,272629,293188,330155,327187,312193,33096 +2021-08-11,219282.0,248675.0,290626.0,294791.0,288533.0,29085.0,272629,293188,330155,327187,312193,33096 +2021-08-12,219345.0,248724.0,290661.0,294819.0,288547.0,29092.0,272629,293188,330155,327187,312193,33096 +2021-08-13,219387.0,248766.0,290696.0,294840.0,288568.0,29099.0,272629,293188,330155,327187,312193,33096 +2021-08-14,219450.0,248808.0,290731.0,294868.0,288582.0,29106.0,272629,293188,330155,327187,312193,33096 +2021-08-15,219478.0,248836.0,290745.0,294875.0,288596.0,29106.0,272629,293188,330155,327187,312193,33096 +2021-08-16,219513.0,248864.0,290766.0,294903.0,288603.0,29113.0,272629,293188,330155,327187,312193,33096 +2021-08-17,219548.0,248892.0,290794.0,294931.0,288617.0,29113.0,272629,293188,330155,327187,312193,33096 +2021-08-18,219604.0,248927.0,290815.0,294959.0,288638.0,29120.0,272629,293188,330155,327187,312193,33096 +2021-08-19,219646.0,248962.0,290843.0,294973.0,288652.0,29120.0,272629,293188,330155,327187,312193,33096 +2021-08-20,219702.0,248997.0,290864.0,294994.0,288666.0,29120.0,272629,293188,330155,327187,312193,33096 +2021-08-21,219758.0,249046.0,290899.0,295022.0,288687.0,29127.0,272629,293188,330155,327187,312193,33096 +2021-08-22,219793.0,249074.0,290913.0,295036.0,288694.0,29134.0,272629,293188,330155,327187,312193,33096 +2021-08-23,219821.0,249095.0,290927.0,295050.0,288708.0,29134.0,272629,293188,330155,327187,312193,33096 +2021-08-24,219863.0,249130.0,290955.0,295071.0,288729.0,29134.0,272629,293188,330155,327187,312193,33096 +2021-08-25,219919.0,249172.0,290976.0,295092.0,288743.0,29141.0,272629,293188,330155,327187,312193,33096 +2021-08-26,219968.0,249214.0,290997.0,295120.0,288757.0,29141.0,272629,293188,330155,327187,312193,33096 +2021-08-27,220010.0,249256.0,291025.0,295134.0,288771.0,29141.0,272629,293188,330155,327187,312193,33096 +2021-08-28,220059.0,249277.0,291053.0,295148.0,288785.0,29148.0,272629,293188,330155,327187,312193,33096 +2021-08-29,220080.0,249298.0,291067.0,295162.0,288792.0,29148.0,272629,293188,330155,327187,312193,33096 +2021-08-30,220101.0,249312.0,291074.0,295162.0,288792.0,29148.0,272629,293188,330155,327187,312193,33096 +2021-08-31,220136.0,249340.0,291088.0,295183.0,288799.0,29148.0,272629,293188,330155,327187,312193,33096 +2021-09-01,220171.0,249368.0,291102.0,295211.0,288813.0,29148.0,272629,293188,330155,327187,312193,33096 diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 50-54 population by psychosis schiz bipolar_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 50-54 population by psychosis schiz bipolar_tpp.csv index 9a0a912..1f444b1 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 50-54 population by psychosis schiz bipolar_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 50-54 population by psychosis schiz bipolar_tpp.csv @@ -1,259 +1,272 @@ covid_vacc_date,no,yes,no_total,yes_total -2020-12-01,0.0,0.0,1547896,19915 -2020-12-04,7.0,0.0,1547896,19915 -2020-12-07,7.0,0.0,1547896,19915 -2020-12-08,259.0,0.0,1547896,19915 -2020-12-09,686.0,0.0,1547896,19915 -2020-12-10,1043.0,0.0,1547896,19915 -2020-12-11,1470.0,0.0,1547896,19915 -2020-12-12,1890.0,7.0,1547896,19915 -2020-12-13,2212.0,7.0,1547896,19915 -2020-12-14,2604.0,14.0,1547896,19915 -2020-12-15,3262.0,21.0,1547896,19915 -2020-12-16,4165.0,28.0,1547896,19915 -2020-12-17,5229.0,28.0,1547896,19915 -2020-12-18,6279.0,35.0,1547896,19915 -2020-12-19,7098.0,42.0,1547896,19915 -2020-12-20,8232.0,42.0,1547896,19915 -2020-12-21,9772.0,49.0,1547896,19915 -2020-12-22,11158.0,49.0,1547896,19915 -2020-12-23,12803.0,56.0,1547896,19915 -2020-12-24,13622.0,63.0,1547896,19915 -2020-12-25,13629.0,63.0,1547896,19915 -2020-12-26,13657.0,63.0,1547896,19915 -2020-12-27,13888.0,63.0,1547896,19915 -2020-12-28,14301.0,70.0,1547896,19915 -2020-12-29,15421.0,77.0,1547896,19915 -2020-12-30,18018.0,91.0,1547896,19915 -2020-12-31,20552.0,112.0,1547896,19915 -2021-01-01,21259.0,119.0,1547896,19915 -2021-01-02,22043.0,126.0,1547896,19915 -2021-01-03,22673.0,126.0,1547896,19915 -2021-01-04,23842.0,133.0,1547896,19915 -2021-01-05,26222.0,147.0,1547896,19915 -2021-01-06,29281.0,161.0,1547896,19915 -2021-01-07,33810.0,189.0,1547896,19915 -2021-01-08,38738.0,224.0,1547896,19915 -2021-01-09,43036.0,245.0,1547896,19915 -2021-01-10,45717.0,259.0,1547896,19915 -2021-01-11,49630.0,280.0,1547896,19915 -2021-01-12,54607.0,315.0,1547896,19915 -2021-01-13,60025.0,364.0,1547896,19915 -2021-01-14,65926.0,399.0,1547896,19915 -2021-01-15,72625.0,455.0,1547896,19915 -2021-01-16,78323.0,504.0,1547896,19915 -2021-01-17,82215.0,532.0,1547896,19915 -2021-01-18,86758.0,574.0,1547896,19915 -2021-01-19,91826.0,623.0,1547896,19915 -2021-01-20,97251.0,672.0,1547896,19915 -2021-01-21,103145.0,721.0,1547896,19915 -2021-01-22,109921.0,812.0,1547896,19915 -2021-01-23,115213.0,854.0,1547896,19915 -2021-01-24,118454.0,882.0,1547896,19915 -2021-01-25,122290.0,924.0,1547896,19915 -2021-01-26,126623.0,966.0,1547896,19915 -2021-01-27,130858.0,1008.0,1547896,19915 -2021-01-28,135184.0,1050.0,1547896,19915 -2021-01-29,139748.0,1092.0,1547896,19915 -2021-01-30,143556.0,1127.0,1547896,19915 -2021-01-31,146356.0,1141.0,1547896,19915 -2021-02-01,148946.0,1169.0,1547896,19915 -2021-02-02,151949.0,1197.0,1547896,19915 -2021-02-03,155085.0,1232.0,1547896,19915 -2021-02-04,158718.0,1274.0,1547896,19915 -2021-02-05,162141.0,1309.0,1547896,19915 -2021-02-06,165438.0,1344.0,1547896,19915 -2021-02-07,167377.0,1365.0,1547896,19915 -2021-02-08,169309.0,1386.0,1547896,19915 -2021-02-09,171773.0,1421.0,1547896,19915 -2021-02-10,174594.0,1463.0,1547896,19915 -2021-02-11,178325.0,1526.0,1547896,19915 -2021-02-12,183260.0,1645.0,1547896,19915 -2021-02-13,188160.0,1729.0,1547896,19915 -2021-02-14,191254.0,1778.0,1547896,19915 -2021-02-15,194558.0,1841.0,1547896,19915 -2021-02-16,202132.0,2079.0,1547896,19915 -2021-02-17,215502.0,2569.0,1547896,19915 -2021-02-18,228410.0,3045.0,1547896,19915 -2021-02-19,238917.0,3416.0,1547896,19915 -2021-02-20,249942.0,3801.0,1547896,19915 -2021-02-21,254219.0,3920.0,1547896,19915 -2021-02-22,259462.0,4060.0,1547896,19915 -2021-02-23,271691.0,4522.0,1547896,19915 -2021-02-24,287630.0,5124.0,1547896,19915 -2021-02-25,304675.0,5810.0,1547896,19915 -2021-02-26,322217.0,6447.0,1547896,19915 -2021-02-27,336007.0,6937.0,1547896,19915 -2021-02-28,341327.0,7070.0,1547896,19915 -2021-03-01,345450.0,7182.0,1547896,19915 -2021-03-02,350609.0,7357.0,1547896,19915 -2021-03-03,359611.0,7686.0,1547896,19915 -2021-03-04,372596.0,8127.0,1547896,19915 -2021-03-05,386491.0,8659.0,1547896,19915 -2021-03-06,402171.0,9212.0,1547896,19915 -2021-03-07,406266.0,9317.0,1547896,19915 -2021-03-08,410284.0,9443.0,1547896,19915 -2021-03-09,415611.0,9597.0,1547896,19915 -2021-03-10,422317.0,9800.0,1547896,19915 -2021-03-11,429590.0,9968.0,1547896,19915 -2021-03-12,446782.0,10269.0,1547896,19915 -2021-03-13,484386.0,10717.0,1547896,19915 -2021-03-14,498421.0,10878.0,1547896,19915 -2021-03-15,516467.0,11137.0,1547896,19915 -2021-03-16,547477.0,11459.0,1547896,19915 -2021-03-17,593992.0,11753.0,1547896,19915 -2021-03-18,668703.0,12082.0,1547896,19915 -2021-03-19,747677.0,12383.0,1547896,19915 -2021-03-20,876848.0,12859.0,1547896,19915 -2021-03-21,924175.0,12999.0,1547896,19915 -2021-03-22,966350.0,13160.0,1547896,19915 -2021-03-23,1008539.0,13342.0,1547896,19915 -2021-03-24,1047284.0,13524.0,1547896,19915 -2021-03-25,1086085.0,13720.0,1547896,19915 -2021-03-26,1127028.0,13902.0,1547896,19915 -2021-03-27,1179283.0,14133.0,1547896,19915 -2021-03-28,1204252.0,14238.0,1547896,19915 -2021-03-29,1223250.0,14350.0,1547896,19915 -2021-03-30,1239770.0,14462.0,1547896,19915 -2021-03-31,1256549.0,14581.0,1547896,19915 -2021-04-01,1263997.0,14658.0,1547896,19915 -2021-04-02,1268463.0,14700.0,1547896,19915 -2021-04-03,1273559.0,14728.0,1547896,19915 -2021-04-04,1275694.0,14742.0,1547896,19915 -2021-04-05,1276604.0,14749.0,1547896,19915 -2021-04-06,1278557.0,14777.0,1547896,19915 -2021-04-07,1281301.0,14812.0,1547896,19915 -2021-04-08,1283856.0,14847.0,1547896,19915 -2021-04-09,1287468.0,14882.0,1547896,19915 -2021-04-10,1291346.0,14931.0,1547896,19915 -2021-04-11,1292977.0,14952.0,1547896,19915 -2021-04-12,1294097.0,14973.0,1547896,19915 -2021-04-13,1295224.0,14994.0,1547896,19915 -2021-04-14,1296365.0,15022.0,1547896,19915 -2021-04-15,1297541.0,15057.0,1547896,19915 -2021-04-16,1298731.0,15085.0,1547896,19915 -2021-04-17,1300068.0,15106.0,1547896,19915 -2021-04-18,1300733.0,15113.0,1547896,19915 -2021-04-19,1301342.0,15127.0,1547896,19915 -2021-04-20,1302000.0,15141.0,1547896,19915 -2021-04-21,1302819.0,15162.0,1547896,19915 -2021-04-22,1303680.0,15183.0,1547896,19915 -2021-04-23,1304674.0,15204.0,1547896,19915 -2021-04-24,1305794.0,15218.0,1547896,19915 -2021-04-25,1306354.0,15232.0,1547896,19915 -2021-04-26,1306914.0,15239.0,1547896,19915 -2021-04-27,1307600.0,15260.0,1547896,19915 -2021-04-28,1308265.0,15281.0,1547896,19915 -2021-04-29,1308979.0,15302.0,1547896,19915 -2021-04-30,1309805.0,15323.0,1547896,19915 -2021-05-01,1310491.0,15330.0,1547896,19915 -2021-05-02,1310890.0,15337.0,1547896,19915 -2021-05-03,1311135.0,15344.0,1547896,19915 -2021-05-04,1311562.0,15358.0,1547896,19915 -2021-05-05,1312143.0,15365.0,1547896,19915 -2021-05-06,1312808.0,15379.0,1547896,19915 -2021-05-07,1313550.0,15393.0,1547896,19915 -2021-05-08,1314383.0,15421.0,1547896,19915 -2021-05-09,1314817.0,15421.0,1547896,19915 -2021-05-10,1315307.0,15428.0,1547896,19915 -2021-05-11,1315958.0,15449.0,1547896,19915 -2021-05-12,1316805.0,15470.0,1547896,19915 -2021-05-13,1317750.0,15491.0,1547896,19915 -2021-05-14,1318751.0,15512.0,1547896,19915 -2021-05-15,1319850.0,15526.0,1547896,19915 -2021-05-16,1320438.0,15533.0,1547896,19915 -2021-05-17,1320935.0,15540.0,1547896,19915 -2021-05-18,1321649.0,15554.0,1547896,19915 -2021-05-19,1322692.0,15575.0,1547896,19915 -2021-05-20,1323679.0,15596.0,1547896,19915 -2021-05-21,1324533.0,15610.0,1547896,19915 -2021-05-22,1325520.0,15617.0,1547896,19915 -2021-05-23,1326031.0,15624.0,1547896,19915 -2021-05-24,1326549.0,15638.0,1547896,19915 -2021-05-25,1327207.0,15645.0,1547896,19915 -2021-05-26,1327991.0,15659.0,1547896,19915 -2021-05-27,1328817.0,15673.0,1547896,19915 -2021-05-28,1329552.0,15687.0,1547896,19915 -2021-05-29,1330308.0,15701.0,1547896,19915 -2021-05-30,1330707.0,15701.0,1547896,19915 -2021-05-31,1331001.0,15708.0,1547896,19915 -2021-06-01,1331379.0,15722.0,1547896,19915 -2021-06-02,1331904.0,15729.0,1547896,19915 -2021-06-03,1332513.0,15743.0,1547896,19915 -2021-06-04,1333073.0,15750.0,1547896,19915 -2021-06-05,1333822.0,15764.0,1547896,19915 -2021-06-06,1334214.0,15771.0,1547896,19915 -2021-06-07,1334613.0,15785.0,1547896,19915 -2021-06-08,1335026.0,15792.0,1547896,19915 -2021-06-09,1335579.0,15799.0,1547896,19915 -2021-06-10,1336083.0,15813.0,1547896,19915 -2021-06-11,1336622.0,15834.0,1547896,19915 -2021-06-12,1337231.0,15841.0,1547896,19915 -2021-06-13,1337574.0,15841.0,1547896,19915 -2021-06-14,1337889.0,15841.0,1547896,19915 -2021-06-15,1338323.0,15855.0,1547896,19915 -2021-06-16,1338764.0,15869.0,1547896,19915 -2021-06-17,1339240.0,15876.0,1547896,19915 -2021-06-18,1339646.0,15883.0,1547896,19915 -2021-06-19,1340283.0,15897.0,1547896,19915 -2021-06-20,1340535.0,15897.0,1547896,19915 -2021-06-21,1340801.0,15911.0,1547896,19915 -2021-06-22,1341165.0,15911.0,1547896,19915 -2021-06-23,1341536.0,15925.0,1547896,19915 -2021-06-24,1341914.0,15932.0,1547896,19915 -2021-06-25,1342383.0,15946.0,1547896,19915 -2021-06-26,1343139.0,15960.0,1547896,19915 -2021-06-27,1343545.0,15967.0,1547896,19915 -2021-06-28,1343776.0,15974.0,1547896,19915 -2021-06-29,1344077.0,15981.0,1547896,19915 -2021-06-30,1344448.0,15995.0,1547896,19915 -2021-07-01,1344784.0,16009.0,1547896,19915 -2021-07-02,1345106.0,16023.0,1547896,19915 -2021-07-03,1345575.0,16037.0,1547896,19915 -2021-07-04,1345806.0,16037.0,1547896,19915 -2021-07-05,1346065.0,16044.0,1547896,19915 -2021-07-06,1346331.0,16058.0,1547896,19915 -2021-07-07,1346646.0,16072.0,1547896,19915 -2021-07-08,1346968.0,16086.0,1547896,19915 -2021-07-09,1347353.0,16093.0,1547896,19915 -2021-07-10,1347822.0,16107.0,1547896,19915 -2021-07-11,1348039.0,16107.0,1547896,19915 -2021-07-12,1348242.0,16114.0,1547896,19915 -2021-07-13,1348466.0,16121.0,1547896,19915 -2021-07-14,1348760.0,16128.0,1547896,19915 -2021-07-15,1349061.0,16135.0,1547896,19915 -2021-07-16,1349390.0,16149.0,1547896,19915 -2021-07-17,1349824.0,16163.0,1547896,19915 -2021-07-18,1350027.0,16163.0,1547896,19915 -2021-07-19,1350223.0,16170.0,1547896,19915 -2021-07-20,1350412.0,16177.0,1547896,19915 -2021-07-21,1350643.0,16177.0,1547896,19915 -2021-07-22,1350909.0,16191.0,1547896,19915 -2021-07-23,1351140.0,16191.0,1547896,19915 -2021-07-24,1351427.0,16198.0,1547896,19915 -2021-07-25,1351588.0,16205.0,1547896,19915 -2021-07-26,1351749.0,16212.0,1547896,19915 -2021-07-27,1351924.0,16212.0,1547896,19915 -2021-07-28,1352148.0,16219.0,1547896,19915 -2021-07-29,1352365.0,16219.0,1547896,19915 -2021-07-30,1352561.0,16226.0,1547896,19915 -2021-07-31,1352827.0,16233.0,1547896,19915 -2021-08-01,1352946.0,16233.0,1547896,19915 -2021-08-02,1353079.0,16240.0,1547896,19915 -2021-08-03,1353254.0,16240.0,1547896,19915 -2021-08-04,1353429.0,16247.0,1547896,19915 -2021-08-05,1353618.0,16254.0,1547896,19915 -2021-08-06,1353821.0,16254.0,1547896,19915 -2021-08-07,1354073.0,16261.0,1547896,19915 -2021-08-08,1354206.0,16261.0,1547896,19915 -2021-08-09,1354339.0,16268.0,1547896,19915 -2021-08-10,1354500.0,16268.0,1547896,19915 -2021-08-11,1354682.0,16275.0,1547896,19915 -2021-08-12,1354871.0,16275.0,1547896,19915 -2021-08-13,1355032.0,16282.0,1547896,19915 -2021-08-14,1355214.0,16282.0,1547896,19915 -2021-08-15,1355312.0,16282.0,1547896,19915 -2021-08-16,1355431.0,16289.0,1547896,19915 -2021-08-17,1355550.0,16289.0,1547896,19915 -2021-08-18,1355704.0,16296.0,1547896,19915 -2021-08-19,1355718.0,16296.0,1547896,19915 +2020-12-01,0.0,0.0,1548498,19943 +2020-12-04,7.0,0.0,1548498,19943 +2020-12-07,7.0,0.0,1548498,19943 +2020-12-08,259.0,0.0,1548498,19943 +2020-12-09,686.0,0.0,1548498,19943 +2020-12-10,1043.0,0.0,1548498,19943 +2020-12-11,1477.0,0.0,1548498,19943 +2020-12-12,1897.0,7.0,1548498,19943 +2020-12-13,2212.0,7.0,1548498,19943 +2020-12-14,2604.0,14.0,1548498,19943 +2020-12-15,3262.0,21.0,1548498,19943 +2020-12-16,4172.0,28.0,1548498,19943 +2020-12-17,5229.0,28.0,1548498,19943 +2020-12-18,6286.0,35.0,1548498,19943 +2020-12-19,7105.0,42.0,1548498,19943 +2020-12-20,8232.0,42.0,1548498,19943 +2020-12-21,9772.0,49.0,1548498,19943 +2020-12-22,11158.0,49.0,1548498,19943 +2020-12-23,12810.0,56.0,1548498,19943 +2020-12-24,13629.0,63.0,1548498,19943 +2020-12-25,13636.0,63.0,1548498,19943 +2020-12-26,13664.0,63.0,1548498,19943 +2020-12-27,13895.0,63.0,1548498,19943 +2020-12-28,14308.0,63.0,1548498,19943 +2020-12-29,15428.0,77.0,1548498,19943 +2020-12-30,18025.0,91.0,1548498,19943 +2020-12-31,20566.0,112.0,1548498,19943 +2021-01-01,21266.0,119.0,1548498,19943 +2021-01-02,22050.0,126.0,1548498,19943 +2021-01-03,22680.0,126.0,1548498,19943 +2021-01-04,23856.0,133.0,1548498,19943 +2021-01-05,26229.0,140.0,1548498,19943 +2021-01-06,29295.0,161.0,1548498,19943 +2021-01-07,33831.0,182.0,1548498,19943 +2021-01-08,38759.0,217.0,1548498,19943 +2021-01-09,43064.0,238.0,1548498,19943 +2021-01-10,45745.0,252.0,1548498,19943 +2021-01-11,49658.0,280.0,1548498,19943 +2021-01-12,54642.0,315.0,1548498,19943 +2021-01-13,60053.0,364.0,1548498,19943 +2021-01-14,65954.0,399.0,1548498,19943 +2021-01-15,72646.0,455.0,1548498,19943 +2021-01-16,78351.0,497.0,1548498,19943 +2021-01-17,82243.0,532.0,1548498,19943 +2021-01-18,86793.0,574.0,1548498,19943 +2021-01-19,91861.0,623.0,1548498,19943 +2021-01-20,97286.0,672.0,1548498,19943 +2021-01-21,103187.0,721.0,1548498,19943 +2021-01-22,109963.0,812.0,1548498,19943 +2021-01-23,115255.0,854.0,1548498,19943 +2021-01-24,118496.0,882.0,1548498,19943 +2021-01-25,122339.0,917.0,1548498,19943 +2021-01-26,126672.0,966.0,1548498,19943 +2021-01-27,130907.0,1001.0,1548498,19943 +2021-01-28,135233.0,1050.0,1548498,19943 +2021-01-29,139797.0,1092.0,1548498,19943 +2021-01-30,143605.0,1127.0,1548498,19943 +2021-01-31,146412.0,1141.0,1548498,19943 +2021-02-01,149002.0,1169.0,1548498,19943 +2021-02-02,152005.0,1197.0,1548498,19943 +2021-02-03,155148.0,1232.0,1548498,19943 +2021-02-04,158774.0,1267.0,1548498,19943 +2021-02-05,162197.0,1309.0,1548498,19943 +2021-02-06,165501.0,1344.0,1548498,19943 +2021-02-07,167433.0,1358.0,1548498,19943 +2021-02-08,169365.0,1379.0,1548498,19943 +2021-02-09,171829.0,1421.0,1548498,19943 +2021-02-10,174650.0,1463.0,1548498,19943 +2021-02-11,178381.0,1526.0,1548498,19943 +2021-02-12,183316.0,1645.0,1548498,19943 +2021-02-13,188216.0,1729.0,1548498,19943 +2021-02-14,191310.0,1778.0,1548498,19943 +2021-02-15,194607.0,1841.0,1548498,19943 +2021-02-16,202174.0,2079.0,1548498,19943 +2021-02-17,215523.0,2569.0,1548498,19943 +2021-02-18,228424.0,3045.0,1548498,19943 +2021-02-19,238917.0,3416.0,1548498,19943 +2021-02-20,249935.0,3801.0,1548498,19943 +2021-02-21,254205.0,3920.0,1548498,19943 +2021-02-22,259448.0,4060.0,1548498,19943 +2021-02-23,271663.0,4522.0,1548498,19943 +2021-02-24,287588.0,5124.0,1548498,19943 +2021-02-25,304619.0,5810.0,1548498,19943 +2021-02-26,322140.0,6447.0,1548498,19943 +2021-02-27,335930.0,6930.0,1548498,19943 +2021-02-28,341250.0,7070.0,1548498,19943 +2021-03-01,345373.0,7182.0,1548498,19943 +2021-03-02,350525.0,7357.0,1548498,19943 +2021-03-03,359520.0,7686.0,1548498,19943 +2021-03-04,372491.0,8127.0,1548498,19943 +2021-03-05,386379.0,8652.0,1548498,19943 +2021-03-06,402045.0,9212.0,1548498,19943 +2021-03-07,406147.0,9317.0,1548498,19943 +2021-03-08,410158.0,9443.0,1548498,19943 +2021-03-09,415485.0,9590.0,1548498,19943 +2021-03-10,422191.0,9800.0,1548498,19943 +2021-03-11,429450.0,9968.0,1548498,19943 +2021-03-12,446642.0,10262.0,1548498,19943 +2021-03-13,484267.0,10710.0,1548498,19943 +2021-03-14,498330.0,10878.0,1548498,19943 +2021-03-15,516397.0,11137.0,1548498,19943 +2021-03-16,547421.0,11459.0,1548498,19943 +2021-03-17,593915.0,11753.0,1548498,19943 +2021-03-18,668598.0,12082.0,1548498,19943 +2021-03-19,747544.0,12390.0,1548498,19943 +2021-03-20,876680.0,12866.0,1548498,19943 +2021-03-21,924112.0,13013.0,1548498,19943 +2021-03-22,966308.0,13174.0,1548498,19943 +2021-03-23,1008483.0,13356.0,1548498,19943 +2021-03-24,1047214.0,13538.0,1548498,19943 +2021-03-25,1086001.0,13727.0,1548498,19943 +2021-03-26,1126944.0,13909.0,1548498,19943 +2021-03-27,1179206.0,14140.0,1548498,19943 +2021-03-28,1204203.0,14245.0,1548498,19943 +2021-03-29,1223208.0,14364.0,1548498,19943 +2021-03-30,1239728.0,14476.0,1548498,19943 +2021-03-31,1256507.0,14602.0,1548498,19943 +2021-04-01,1263955.0,14679.0,1548498,19943 +2021-04-02,1268421.0,14714.0,1548498,19943 +2021-04-03,1273524.0,14749.0,1548498,19943 +2021-04-04,1275659.0,14763.0,1548498,19943 +2021-04-05,1276569.0,14770.0,1548498,19943 +2021-04-06,1278522.0,14798.0,1548498,19943 +2021-04-07,1281273.0,14833.0,1548498,19943 +2021-04-08,1283821.0,14868.0,1548498,19943 +2021-04-09,1287440.0,14896.0,1548498,19943 +2021-04-10,1291318.0,14952.0,1548498,19943 +2021-04-11,1292956.0,14966.0,1548498,19943 +2021-04-12,1294069.0,14987.0,1548498,19943 +2021-04-13,1295196.0,15015.0,1548498,19943 +2021-04-14,1296337.0,15036.0,1548498,19943 +2021-04-15,1297520.0,15071.0,1548498,19943 +2021-04-16,1298710.0,15099.0,1548498,19943 +2021-04-17,1300047.0,15120.0,1548498,19943 +2021-04-18,1300705.0,15134.0,1548498,19943 +2021-04-19,1301314.0,15148.0,1548498,19943 +2021-04-20,1301979.0,15162.0,1548498,19943 +2021-04-21,1302798.0,15183.0,1548498,19943 +2021-04-22,1303659.0,15197.0,1548498,19943 +2021-04-23,1304653.0,15218.0,1548498,19943 +2021-04-24,1305773.0,15239.0,1548498,19943 +2021-04-25,1306340.0,15246.0,1548498,19943 +2021-04-26,1306893.0,15253.0,1548498,19943 +2021-04-27,1307579.0,15281.0,1548498,19943 +2021-04-28,1308244.0,15295.0,1548498,19943 +2021-04-29,1308965.0,15323.0,1548498,19943 +2021-04-30,1309791.0,15337.0,1548498,19943 +2021-05-01,1310470.0,15351.0,1548498,19943 +2021-05-02,1310876.0,15358.0,1548498,19943 +2021-05-03,1311121.0,15365.0,1548498,19943 +2021-05-04,1311548.0,15372.0,1548498,19943 +2021-05-05,1312122.0,15386.0,1548498,19943 +2021-05-06,1312787.0,15393.0,1548498,19943 +2021-05-07,1313529.0,15414.0,1548498,19943 +2021-05-08,1314362.0,15435.0,1548498,19943 +2021-05-09,1314803.0,15442.0,1548498,19943 +2021-05-10,1315293.0,15449.0,1548498,19943 +2021-05-11,1315944.0,15470.0,1548498,19943 +2021-05-12,1316791.0,15491.0,1548498,19943 +2021-05-13,1317736.0,15505.0,1548498,19943 +2021-05-14,1318730.0,15533.0,1548498,19943 +2021-05-15,1319829.0,15547.0,1548498,19943 +2021-05-16,1320424.0,15554.0,1548498,19943 +2021-05-17,1320914.0,15561.0,1548498,19943 +2021-05-18,1321628.0,15568.0,1548498,19943 +2021-05-19,1322678.0,15596.0,1548498,19943 +2021-05-20,1323658.0,15617.0,1548498,19943 +2021-05-21,1324512.0,15624.0,1548498,19943 +2021-05-22,1325499.0,15638.0,1548498,19943 +2021-05-23,1326010.0,15645.0,1548498,19943 +2021-05-24,1326521.0,15659.0,1548498,19943 +2021-05-25,1327179.0,15659.0,1548498,19943 +2021-05-26,1327963.0,15680.0,1548498,19943 +2021-05-27,1328796.0,15694.0,1548498,19943 +2021-05-28,1329531.0,15708.0,1548498,19943 +2021-05-29,1330280.0,15715.0,1548498,19943 +2021-05-30,1330679.0,15722.0,1548498,19943 +2021-05-31,1330973.0,15729.0,1548498,19943 +2021-06-01,1331351.0,15736.0,1548498,19943 +2021-06-02,1331876.0,15750.0,1548498,19943 +2021-06-03,1332478.0,15757.0,1548498,19943 +2021-06-04,1333045.0,15771.0,1548498,19943 +2021-06-05,1333787.0,15785.0,1548498,19943 +2021-06-06,1334179.0,15792.0,1548498,19943 +2021-06-07,1334585.0,15799.0,1548498,19943 +2021-06-08,1334991.0,15806.0,1548498,19943 +2021-06-09,1335544.0,15813.0,1548498,19943 +2021-06-10,1336048.0,15834.0,1548498,19943 +2021-06-11,1336594.0,15848.0,1548498,19943 +2021-06-12,1337203.0,15855.0,1548498,19943 +2021-06-13,1337539.0,15862.0,1548498,19943 +2021-06-14,1337861.0,15862.0,1548498,19943 +2021-06-15,1338295.0,15876.0,1548498,19943 +2021-06-16,1338736.0,15890.0,1548498,19943 +2021-06-17,1339212.0,15897.0,1548498,19943 +2021-06-18,1339618.0,15904.0,1548498,19943 +2021-06-19,1340255.0,15911.0,1548498,19943 +2021-06-20,1340507.0,15918.0,1548498,19943 +2021-06-21,1340773.0,15932.0,1548498,19943 +2021-06-22,1341137.0,15932.0,1548498,19943 +2021-06-23,1341508.0,15946.0,1548498,19943 +2021-06-24,1341886.0,15953.0,1548498,19943 +2021-06-25,1342355.0,15967.0,1548498,19943 +2021-06-26,1343118.0,15981.0,1548498,19943 +2021-06-27,1343517.0,15988.0,1548498,19943 +2021-06-28,1343748.0,15995.0,1548498,19943 +2021-06-29,1344049.0,16009.0,1548498,19943 +2021-06-30,1344427.0,16023.0,1548498,19943 +2021-07-01,1344756.0,16030.0,1548498,19943 +2021-07-02,1345085.0,16044.0,1548498,19943 +2021-07-03,1345547.0,16058.0,1548498,19943 +2021-07-04,1345785.0,16065.0,1548498,19943 +2021-07-05,1346051.0,16065.0,1548498,19943 +2021-07-06,1346317.0,16079.0,1548498,19943 +2021-07-07,1346632.0,16093.0,1548498,19943 +2021-07-08,1346954.0,16107.0,1548498,19943 +2021-07-09,1347332.0,16114.0,1548498,19943 +2021-07-10,1347808.0,16128.0,1548498,19943 +2021-07-11,1348025.0,16135.0,1548498,19943 +2021-07-12,1348235.0,16135.0,1548498,19943 +2021-07-13,1348459.0,16149.0,1548498,19943 +2021-07-14,1348753.0,16149.0,1548498,19943 +2021-07-15,1349054.0,16163.0,1548498,19943 +2021-07-16,1349383.0,16170.0,1548498,19943 +2021-07-17,1349817.0,16184.0,1548498,19943 +2021-07-18,1350020.0,16191.0,1548498,19943 +2021-07-19,1350216.0,16191.0,1548498,19943 +2021-07-20,1350405.0,16198.0,1548498,19943 +2021-07-21,1350643.0,16205.0,1548498,19943 +2021-07-22,1350909.0,16212.0,1548498,19943 +2021-07-23,1351140.0,16219.0,1548498,19943 +2021-07-24,1351427.0,16219.0,1548498,19943 +2021-07-25,1351581.0,16226.0,1548498,19943 +2021-07-26,1351749.0,16233.0,1548498,19943 +2021-07-27,1351924.0,16240.0,1548498,19943 +2021-07-28,1352141.0,16240.0,1548498,19943 +2021-07-29,1352365.0,16247.0,1548498,19943 +2021-07-30,1352561.0,16254.0,1548498,19943 +2021-07-31,1352827.0,16254.0,1548498,19943 +2021-08-01,1352946.0,16254.0,1548498,19943 +2021-08-02,1353086.0,16261.0,1548498,19943 +2021-08-03,1353261.0,16261.0,1548498,19943 +2021-08-04,1353436.0,16268.0,1548498,19943 +2021-08-05,1353625.0,16275.0,1548498,19943 +2021-08-06,1353821.0,16282.0,1548498,19943 +2021-08-07,1354080.0,16282.0,1548498,19943 +2021-08-08,1354213.0,16289.0,1548498,19943 +2021-08-09,1354353.0,16289.0,1548498,19943 +2021-08-10,1354514.0,16289.0,1548498,19943 +2021-08-11,1354696.0,16296.0,1548498,19943 +2021-08-12,1354885.0,16303.0,1548498,19943 +2021-08-13,1355046.0,16303.0,1548498,19943 +2021-08-14,1355228.0,16303.0,1548498,19943 +2021-08-15,1355326.0,16303.0,1548498,19943 +2021-08-16,1355452.0,16310.0,1548498,19943 +2021-08-17,1355578.0,16317.0,1548498,19943 +2021-08-18,1355739.0,16317.0,1548498,19943 +2021-08-19,1355879.0,16324.0,1548498,19943 +2021-08-20,1356019.0,16331.0,1548498,19943 +2021-08-21,1356201.0,16338.0,1548498,19943 +2021-08-22,1356299.0,16338.0,1548498,19943 +2021-08-23,1356397.0,16338.0,1548498,19943 +2021-08-24,1356537.0,16345.0,1548498,19943 +2021-08-25,1356684.0,16352.0,1548498,19943 +2021-08-26,1356838.0,16359.0,1548498,19943 +2021-08-27,1356985.0,16359.0,1548498,19943 +2021-08-28,1357111.0,16359.0,1548498,19943 +2021-08-29,1357174.0,16359.0,1548498,19943 +2021-08-30,1357230.0,16366.0,1548498,19943 +2021-08-31,1357328.0,16366.0,1548498,19943 +2021-09-01,1357447.0,16366.0,1548498,19943 diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 55-59 population by ethnicity 6 groups_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 55-59 population by ethnicity 6 groups_tpp.csv index 101f3de..7a72fe6 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 55-59 population by ethnicity 6 groups_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 55-59 population by ethnicity 6 groups_tpp.csv @@ -1,261 +1,274 @@ covid_vacc_date,Black,Mixed,Other,South Asian,Unknown,White,Black_total,Mixed_total,Other_total,South Asian_total,Unknown_total,White_total -2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,31213,12376,22645,60550,161014,1227520 -2020-12-02,0.0,0.0,0.0,0.0,0.0,0.0,31213,12376,22645,60550,161014,1227520 -2020-12-04,0.0,0.0,0.0,0.0,0.0,0.0,31213,12376,22645,60550,161014,1227520 -2020-12-06,0.0,0.0,0.0,0.0,0.0,0.0,31213,12376,22645,60550,161014,1227520 -2020-12-07,0.0,0.0,0.0,0.0,0.0,0.0,31213,12376,22645,60550,161014,1227520 -2020-12-08,0.0,0.0,0.0,21.0,21.0,224.0,31213,12376,22645,60550,161014,1227520 -2020-12-09,7.0,14.0,7.0,35.0,56.0,609.0,31213,12376,22645,60550,161014,1227520 -2020-12-10,14.0,14.0,14.0,63.0,91.0,924.0,31213,12376,22645,60550,161014,1227520 -2020-12-11,14.0,14.0,21.0,84.0,126.0,1253.0,31213,12376,22645,60550,161014,1227520 -2020-12-12,21.0,21.0,21.0,98.0,175.0,1596.0,31213,12376,22645,60550,161014,1227520 -2020-12-13,28.0,21.0,28.0,126.0,196.0,1834.0,31213,12376,22645,60550,161014,1227520 -2020-12-14,35.0,21.0,35.0,161.0,224.0,2205.0,31213,12376,22645,60550,161014,1227520 -2020-12-15,49.0,28.0,49.0,210.0,294.0,2779.0,31213,12376,22645,60550,161014,1227520 -2020-12-16,63.0,42.0,56.0,259.0,378.0,3577.0,31213,12376,22645,60550,161014,1227520 -2020-12-17,84.0,49.0,77.0,329.0,476.0,4515.0,31213,12376,22645,60550,161014,1227520 -2020-12-18,91.0,56.0,91.0,406.0,567.0,5397.0,31213,12376,22645,60550,161014,1227520 -2020-12-19,98.0,63.0,98.0,476.0,630.0,6139.0,31213,12376,22645,60550,161014,1227520 -2020-12-20,119.0,77.0,119.0,574.0,742.0,7161.0,31213,12376,22645,60550,161014,1227520 -2020-12-21,140.0,84.0,140.0,651.0,868.0,8575.0,31213,12376,22645,60550,161014,1227520 -2020-12-22,154.0,98.0,161.0,742.0,980.0,9709.0,31213,12376,22645,60550,161014,1227520 -2020-12-23,189.0,119.0,182.0,847.0,1148.0,11137.0,31213,12376,22645,60550,161014,1227520 -2020-12-24,203.0,126.0,196.0,903.0,1239.0,11781.0,31213,12376,22645,60550,161014,1227520 -2020-12-25,203.0,126.0,196.0,903.0,1239.0,11781.0,31213,12376,22645,60550,161014,1227520 -2020-12-26,203.0,126.0,196.0,903.0,1239.0,11809.0,31213,12376,22645,60550,161014,1227520 -2020-12-27,203.0,133.0,203.0,917.0,1267.0,12026.0,31213,12376,22645,60550,161014,1227520 -2020-12-28,210.0,133.0,203.0,938.0,1295.0,12313.0,31213,12376,22645,60550,161014,1227520 -2020-12-29,224.0,140.0,217.0,994.0,1379.0,13230.0,31213,12376,22645,60550,161014,1227520 -2020-12-30,273.0,168.0,259.0,1148.0,1610.0,15421.0,31213,12376,22645,60550,161014,1227520 -2020-12-31,308.0,182.0,308.0,1302.0,1813.0,17605.0,31213,12376,22645,60550,161014,1227520 -2021-01-01,322.0,189.0,315.0,1323.0,1869.0,18123.0,31213,12376,22645,60550,161014,1227520 -2021-01-02,336.0,189.0,322.0,1358.0,1918.0,18753.0,31213,12376,22645,60550,161014,1227520 -2021-01-03,343.0,196.0,329.0,1400.0,1967.0,19236.0,31213,12376,22645,60550,161014,1227520 -2021-01-04,371.0,203.0,350.0,1449.0,2058.0,20174.0,31213,12376,22645,60550,161014,1227520 -2021-01-05,406.0,224.0,364.0,1561.0,2226.0,22085.0,31213,12376,22645,60550,161014,1227520 -2021-01-06,455.0,252.0,406.0,1687.0,2478.0,24661.0,31213,12376,22645,60550,161014,1227520 -2021-01-07,539.0,280.0,462.0,1883.0,2842.0,28693.0,31213,12376,22645,60550,161014,1227520 -2021-01-08,623.0,315.0,525.0,2107.0,3234.0,32914.0,31213,12376,22645,60550,161014,1227520 -2021-01-09,679.0,350.0,567.0,2268.0,3612.0,36750.0,31213,12376,22645,60550,161014,1227520 -2021-01-10,714.0,364.0,595.0,2373.0,3808.0,38962.0,31213,12376,22645,60550,161014,1227520 -2021-01-11,777.0,406.0,637.0,2492.0,4095.0,42252.0,31213,12376,22645,60550,161014,1227520 -2021-01-12,854.0,441.0,693.0,2646.0,4473.0,46522.0,31213,12376,22645,60550,161014,1227520 -2021-01-13,952.0,476.0,749.0,2821.0,4928.0,51107.0,31213,12376,22645,60550,161014,1227520 -2021-01-14,1057.0,511.0,805.0,3031.0,5390.0,56196.0,31213,12376,22645,60550,161014,1227520 -2021-01-15,1183.0,553.0,868.0,3234.0,5901.0,61887.0,31213,12376,22645,60550,161014,1227520 -2021-01-16,1274.0,588.0,917.0,3451.0,6426.0,66731.0,31213,12376,22645,60550,161014,1227520 -2021-01-17,1344.0,616.0,959.0,3570.0,6741.0,70014.0,31213,12376,22645,60550,161014,1227520 -2021-01-18,1435.0,658.0,1001.0,3710.0,7119.0,73752.0,31213,12376,22645,60550,161014,1227520 -2021-01-19,1554.0,700.0,1057.0,3885.0,7525.0,78043.0,31213,12376,22645,60550,161014,1227520 -2021-01-20,1659.0,749.0,1106.0,4116.0,7924.0,82908.0,31213,12376,22645,60550,161014,1227520 -2021-01-21,1806.0,798.0,1148.0,4291.0,8365.0,87871.0,31213,12376,22645,60550,161014,1227520 -2021-01-22,1946.0,847.0,1225.0,4515.0,8841.0,93534.0,31213,12376,22645,60550,161014,1227520 -2021-01-23,2037.0,903.0,1274.0,4690.0,9226.0,98140.0,31213,12376,22645,60550,161014,1227520 -2021-01-24,2114.0,924.0,1309.0,4788.0,9471.0,100947.0,31213,12376,22645,60550,161014,1227520 -2021-01-25,2205.0,959.0,1344.0,4907.0,9772.0,104251.0,31213,12376,22645,60550,161014,1227520 -2021-01-26,2303.0,994.0,1393.0,5075.0,10108.0,107877.0,31213,12376,22645,60550,161014,1227520 -2021-01-27,2422.0,1036.0,1435.0,5229.0,10423.0,111314.0,31213,12376,22645,60550,161014,1227520 -2021-01-28,2548.0,1078.0,1484.0,5376.0,10745.0,114905.0,31213,12376,22645,60550,161014,1227520 -2021-01-29,2674.0,1127.0,1533.0,5572.0,11116.0,118979.0,31213,12376,22645,60550,161014,1227520 -2021-01-30,2744.0,1155.0,1575.0,5740.0,11396.0,122360.0,31213,12376,22645,60550,161014,1227520 -2021-01-31,2793.0,1190.0,1589.0,5901.0,11627.0,124684.0,31213,12376,22645,60550,161014,1227520 -2021-02-01,2863.0,1218.0,1610.0,6013.0,11802.0,126966.0,31213,12376,22645,60550,161014,1227520 -2021-02-02,2947.0,1246.0,1645.0,6174.0,12019.0,129458.0,31213,12376,22645,60550,161014,1227520 -2021-02-03,3031.0,1288.0,1687.0,6391.0,12229.0,132293.0,31213,12376,22645,60550,161014,1227520 -2021-02-04,3143.0,1323.0,1722.0,6601.0,12488.0,135331.0,31213,12376,22645,60550,161014,1227520 -2021-02-05,3248.0,1358.0,1771.0,6811.0,12754.0,138404.0,31213,12376,22645,60550,161014,1227520 -2021-02-06,3325.0,1400.0,1820.0,7007.0,13013.0,141393.0,31213,12376,22645,60550,161014,1227520 -2021-02-07,3367.0,1414.0,1841.0,7133.0,13174.0,143164.0,31213,12376,22645,60550,161014,1227520 -2021-02-08,3437.0,1435.0,1855.0,7259.0,13307.0,144851.0,31213,12376,22645,60550,161014,1227520 -2021-02-09,3507.0,1456.0,1883.0,7420.0,13503.0,147147.0,31213,12376,22645,60550,161014,1227520 -2021-02-10,3633.0,1484.0,1932.0,7742.0,13720.0,149940.0,31213,12376,22645,60550,161014,1227520 -2021-02-11,3780.0,1554.0,2009.0,8141.0,14042.0,153762.0,31213,12376,22645,60550,161014,1227520 -2021-02-12,3955.0,1624.0,2114.0,8582.0,14378.0,159047.0,31213,12376,22645,60550,161014,1227520 -2021-02-13,4095.0,1673.0,2212.0,9079.0,14749.0,164143.0,31213,12376,22645,60550,161014,1227520 -2021-02-14,4158.0,1715.0,2275.0,9520.0,15036.0,167552.0,31213,12376,22645,60550,161014,1227520 -2021-02-15,4249.0,1757.0,2338.0,9912.0,15302.0,170919.0,31213,12376,22645,60550,161014,1227520 -2021-02-16,4389.0,1834.0,2471.0,10479.0,15918.0,180278.0,31213,12376,22645,60550,161014,1227520 -2021-02-17,4627.0,1967.0,2653.0,11347.0,16933.0,198394.0,31213,12376,22645,60550,161014,1227520 -2021-02-18,4865.0,2065.0,2835.0,12236.0,17934.0,215859.0,31213,12376,22645,60550,161014,1227520 -2021-02-19,5061.0,2177.0,2996.0,12971.0,18760.0,229243.0,31213,12376,22645,60550,161014,1227520 -2021-02-20,5257.0,2268.0,3129.0,13573.0,19607.0,242991.0,31213,12376,22645,60550,161014,1227520 -2021-02-21,5355.0,2303.0,3199.0,13944.0,19922.0,247611.0,31213,12376,22645,60550,161014,1227520 -2021-02-22,5474.0,2331.0,3276.0,14392.0,20279.0,253218.0,31213,12376,22645,60550,161014,1227520 -2021-02-23,5712.0,2450.0,3458.0,15120.0,21203.0,267855.0,31213,12376,22645,60550,161014,1227520 -2021-02-24,5985.0,2576.0,3696.0,16037.0,22365.0,287224.0,31213,12376,22645,60550,161014,1227520 -2021-02-25,6342.0,2737.0,3990.0,17220.0,23639.0,307531.0,31213,12376,22645,60550,161014,1227520 -2021-02-26,6706.0,2912.0,4291.0,18319.0,25046.0,329609.0,31213,12376,22645,60550,161014,1227520 -2021-02-27,7028.0,3066.0,4515.0,19159.0,26222.0,346675.0,31213,12376,22645,60550,161014,1227520 -2021-02-28,7168.0,3115.0,4592.0,19593.0,26642.0,352205.0,31213,12376,22645,60550,161014,1227520 -2021-03-01,7238.0,3157.0,4662.0,19852.0,27034.0,356566.0,31213,12376,22645,60550,161014,1227520 -2021-03-02,7357.0,3206.0,4802.0,20160.0,27503.0,362012.0,31213,12376,22645,60550,161014,1227520 -2021-03-03,7560.0,3304.0,4977.0,20748.0,28350.0,371980.0,31213,12376,22645,60550,161014,1227520 -2021-03-04,7784.0,3395.0,5152.0,21581.0,29358.0,385574.0,31213,12376,22645,60550,161014,1227520 -2021-03-05,8078.0,3549.0,5446.0,22442.0,30786.0,402563.0,31213,12376,22645,60550,161014,1227520 -2021-03-06,8393.0,3710.0,5740.0,23359.0,32340.0,421435.0,31213,12376,22645,60550,161014,1227520 -2021-03-07,8498.0,3752.0,5831.0,23688.0,32802.0,427546.0,31213,12376,22645,60550,161014,1227520 -2021-03-08,8617.0,3808.0,5943.0,24094.0,33502.0,435554.0,31213,12376,22645,60550,161014,1227520 -2021-03-09,8925.0,3941.0,6195.0,24850.0,34629.0,447293.0,31213,12376,22645,60550,161014,1227520 -2021-03-10,9177.0,4060.0,6503.0,25655.0,36302.0,462679.0,31213,12376,22645,60550,161014,1227520 -2021-03-11,9471.0,4214.0,6790.0,26390.0,38444.0,481796.0,31213,12376,22645,60550,161014,1227520 -2021-03-12,9947.0,4445.0,7224.0,27755.0,41972.0,512120.0,31213,12376,22645,60550,161014,1227520 -2021-03-13,10696.0,4851.0,7896.0,29624.0,47502.0,563206.0,31213,12376,22645,60550,161014,1227520 -2021-03-14,11039.0,5040.0,8190.0,30576.0,50561.0,590198.0,31213,12376,22645,60550,161014,1227520 -2021-03-15,11634.0,5355.0,8757.0,32193.0,56469.0,637777.0,31213,12376,22645,60550,161014,1227520 -2021-03-16,12243.0,5733.0,9408.0,33733.0,63721.0,691250.0,31213,12376,22645,60550,161014,1227520 -2021-03-17,12810.0,6062.0,10003.0,35350.0,70392.0,739998.0,31213,12376,22645,60550,161014,1227520 -2021-03-18,13384.0,6391.0,10528.0,36624.0,77182.0,788389.0,31213,12376,22645,60550,161014,1227520 -2021-03-19,14105.0,6720.0,11095.0,38164.0,84483.0,841134.0,31213,12376,22645,60550,161014,1227520 -2021-03-20,14952.0,7112.0,11739.0,39907.0,92855.0,902482.0,31213,12376,22645,60550,161014,1227520 -2021-03-21,15316.0,7287.0,12089.0,40747.0,97132.0,930895.0,31213,12376,22645,60550,161014,1227520 -2021-03-22,15687.0,7455.0,12481.0,41426.0,100933.0,954688.0,31213,12376,22645,60550,161014,1227520 -2021-03-23,16023.0,7616.0,12838.0,42077.0,104209.0,975786.0,31213,12376,22645,60550,161014,1227520 -2021-03-24,16387.0,7770.0,13139.0,42756.0,107016.0,993615.0,31213,12376,22645,60550,161014,1227520 -2021-03-25,16751.0,7910.0,13405.0,43379.0,109529.0,1009862.0,31213,12376,22645,60550,161014,1227520 -2021-03-26,17122.0,8057.0,13650.0,44030.0,112336.0,1027313.0,31213,12376,22645,60550,161014,1227520 -2021-03-27,17598.0,8253.0,13972.0,44814.0,115570.0,1046808.0,31213,12376,22645,60550,161014,1227520 -2021-03-28,17822.0,8372.0,14175.0,45213.0,117481.0,1057889.0,31213,12376,22645,60550,161014,1227520 -2021-03-29,18018.0,8442.0,14378.0,45542.0,118895.0,1066149.0,31213,12376,22645,60550,161014,1227520 -2021-03-30,18200.0,8512.0,14546.0,45871.0,120036.0,1073065.0,31213,12376,22645,60550,161014,1227520 -2021-03-31,18438.0,8589.0,14700.0,46221.0,121065.0,1079673.0,31213,12376,22645,60550,161014,1227520 -2021-04-01,18571.0,8631.0,14798.0,46452.0,121779.0,1084230.0,31213,12376,22645,60550,161014,1227520 -2021-04-02,18655.0,8659.0,14861.0,46571.0,122374.0,1087926.0,31213,12376,22645,60550,161014,1227520 -2021-04-03,18774.0,8694.0,14938.0,46760.0,122997.0,1091895.0,31213,12376,22645,60550,161014,1227520 -2021-04-04,18816.0,8715.0,14980.0,46844.0,123312.0,1093925.0,31213,12376,22645,60550,161014,1227520 -2021-04-05,18837.0,8722.0,15008.0,46893.0,123424.0,1094800.0,31213,12376,22645,60550,161014,1227520 -2021-04-06,18886.0,8736.0,15050.0,46998.0,123613.0,1096102.0,31213,12376,22645,60550,161014,1227520 -2021-04-07,18949.0,8750.0,15092.0,47117.0,123851.0,1097565.0,31213,12376,22645,60550,161014,1227520 -2021-04-08,19005.0,8764.0,15127.0,47236.0,124026.0,1098867.0,31213,12376,22645,60550,161014,1227520 -2021-04-09,19075.0,8785.0,15162.0,47369.0,124285.0,1100617.0,31213,12376,22645,60550,161014,1227520 -2021-04-10,19145.0,8806.0,15204.0,47474.0,124516.0,1102346.0,31213,12376,22645,60550,161014,1227520 -2021-04-11,19187.0,8813.0,15218.0,47537.0,124607.0,1102885.0,31213,12376,22645,60550,161014,1227520 -2021-04-12,19215.0,8820.0,15239.0,47572.0,124698.0,1103396.0,31213,12376,22645,60550,161014,1227520 -2021-04-13,19243.0,8834.0,15260.0,47614.0,124789.0,1103963.0,31213,12376,22645,60550,161014,1227520 -2021-04-14,19278.0,8841.0,15274.0,47656.0,124873.0,1104509.0,31213,12376,22645,60550,161014,1227520 -2021-04-15,19306.0,8855.0,15302.0,47719.0,124964.0,1105034.0,31213,12376,22645,60550,161014,1227520 -2021-04-16,19341.0,8862.0,15309.0,47768.0,125069.0,1105629.0,31213,12376,22645,60550,161014,1227520 -2021-04-17,19383.0,8876.0,15337.0,47831.0,125167.0,1106224.0,31213,12376,22645,60550,161014,1227520 -2021-04-18,19397.0,8883.0,15351.0,47873.0,125209.0,1106504.0,31213,12376,22645,60550,161014,1227520 -2021-04-19,19418.0,8890.0,15372.0,47901.0,125265.0,1106791.0,31213,12376,22645,60550,161014,1227520 -2021-04-20,19432.0,8897.0,15379.0,47936.0,125314.0,1107092.0,31213,12376,22645,60550,161014,1227520 -2021-04-21,19467.0,8904.0,15407.0,47964.0,125377.0,1107456.0,31213,12376,22645,60550,161014,1227520 -2021-04-22,19488.0,8911.0,15421.0,48006.0,125440.0,1107890.0,31213,12376,22645,60550,161014,1227520 -2021-04-23,19516.0,8918.0,15449.0,48048.0,125510.0,1108296.0,31213,12376,22645,60550,161014,1227520 -2021-04-24,19551.0,8932.0,15477.0,48104.0,125601.0,1108765.0,31213,12376,22645,60550,161014,1227520 -2021-04-25,19572.0,8939.0,15484.0,48132.0,125650.0,1109003.0,31213,12376,22645,60550,161014,1227520 -2021-04-26,19593.0,8946.0,15498.0,48160.0,125706.0,1109276.0,31213,12376,22645,60550,161014,1227520 -2021-04-27,19621.0,8953.0,15526.0,48195.0,125769.0,1109633.0,31213,12376,22645,60550,161014,1227520 -2021-04-28,19642.0,8960.0,15547.0,48237.0,125832.0,1109955.0,31213,12376,22645,60550,161014,1227520 -2021-04-29,19663.0,8967.0,15568.0,48279.0,125895.0,1110326.0,31213,12376,22645,60550,161014,1227520 -2021-04-30,19691.0,8974.0,15575.0,48342.0,125951.0,1110697.0,31213,12376,22645,60550,161014,1227520 -2021-05-01,19705.0,8981.0,15589.0,48377.0,126014.0,1110991.0,31213,12376,22645,60550,161014,1227520 -2021-05-02,19712.0,8988.0,15596.0,48419.0,126035.0,1111145.0,31213,12376,22645,60550,161014,1227520 -2021-05-03,19726.0,8995.0,15596.0,48433.0,126049.0,1111222.0,31213,12376,22645,60550,161014,1227520 -2021-05-04,19747.0,8995.0,15610.0,48461.0,126077.0,1111418.0,31213,12376,22645,60550,161014,1227520 -2021-05-05,19768.0,9002.0,15624.0,48496.0,126133.0,1111691.0,31213,12376,22645,60550,161014,1227520 -2021-05-06,19782.0,9009.0,15645.0,48538.0,126189.0,1112034.0,31213,12376,22645,60550,161014,1227520 -2021-05-07,19810.0,9016.0,15666.0,48573.0,126252.0,1112356.0,31213,12376,22645,60550,161014,1227520 -2021-05-08,19838.0,9023.0,15680.0,48608.0,126308.0,1112741.0,31213,12376,22645,60550,161014,1227520 -2021-05-09,19852.0,9030.0,15694.0,48643.0,126336.0,1112916.0,31213,12376,22645,60550,161014,1227520 -2021-05-10,19866.0,9037.0,15708.0,48678.0,126378.0,1113140.0,31213,12376,22645,60550,161014,1227520 -2021-05-11,19887.0,9037.0,15722.0,48734.0,126455.0,1113441.0,31213,12376,22645,60550,161014,1227520 -2021-05-12,19915.0,9051.0,15743.0,48790.0,126525.0,1113903.0,31213,12376,22645,60550,161014,1227520 -2021-05-13,19957.0,9065.0,15757.0,48860.0,126616.0,1114372.0,31213,12376,22645,60550,161014,1227520 -2021-05-14,19992.0,9079.0,15785.0,48930.0,126679.0,1114771.0,31213,12376,22645,60550,161014,1227520 -2021-05-15,20027.0,9086.0,15799.0,49035.0,126784.0,1115233.0,31213,12376,22645,60550,161014,1227520 -2021-05-16,20041.0,9093.0,15820.0,49070.0,126826.0,1115478.0,31213,12376,22645,60550,161014,1227520 -2021-05-17,20062.0,9093.0,15827.0,49112.0,126854.0,1115688.0,31213,12376,22645,60550,161014,1227520 -2021-05-18,20090.0,9100.0,15848.0,49182.0,126903.0,1116017.0,31213,12376,22645,60550,161014,1227520 -2021-05-19,20111.0,9114.0,15883.0,49273.0,126994.0,1116472.0,31213,12376,22645,60550,161014,1227520 -2021-05-20,20146.0,9121.0,15904.0,49378.0,127057.0,1116927.0,31213,12376,22645,60550,161014,1227520 -2021-05-21,20181.0,9128.0,15918.0,49427.0,127127.0,1117305.0,31213,12376,22645,60550,161014,1227520 -2021-05-22,20223.0,9135.0,15939.0,49504.0,127211.0,1117718.0,31213,12376,22645,60550,161014,1227520 -2021-05-23,20244.0,9142.0,15946.0,49553.0,127253.0,1117921.0,31213,12376,22645,60550,161014,1227520 -2021-05-24,20265.0,9149.0,15960.0,49602.0,127295.0,1118138.0,31213,12376,22645,60550,161014,1227520 -2021-05-25,20286.0,9163.0,15974.0,49665.0,127344.0,1118502.0,31213,12376,22645,60550,161014,1227520 -2021-05-26,20314.0,9177.0,15995.0,49735.0,127414.0,1118950.0,31213,12376,22645,60550,161014,1227520 -2021-05-27,20349.0,9191.0,16023.0,49826.0,127505.0,1119377.0,31213,12376,22645,60550,161014,1227520 -2021-05-28,20370.0,9205.0,16051.0,49882.0,127568.0,1119741.0,31213,12376,22645,60550,161014,1227520 -2021-05-29,20398.0,9212.0,16072.0,49966.0,127645.0,1120105.0,31213,12376,22645,60550,161014,1227520 -2021-05-30,20412.0,9219.0,16100.0,50015.0,127687.0,1120308.0,31213,12376,22645,60550,161014,1227520 -2021-05-31,20426.0,9219.0,16107.0,50050.0,127708.0,1120462.0,31213,12376,22645,60550,161014,1227520 -2021-06-01,20447.0,9226.0,16114.0,50092.0,127750.0,1120693.0,31213,12376,22645,60550,161014,1227520 -2021-06-02,20475.0,9233.0,16128.0,50148.0,127785.0,1120973.0,31213,12376,22645,60550,161014,1227520 -2021-06-03,20496.0,9240.0,16142.0,50197.0,127834.0,1121295.0,31213,12376,22645,60550,161014,1227520 -2021-06-04,20531.0,9240.0,16156.0,50246.0,127883.0,1121617.0,31213,12376,22645,60550,161014,1227520 -2021-06-05,20559.0,9247.0,16177.0,50316.0,127960.0,1122009.0,31213,12376,22645,60550,161014,1227520 -2021-06-06,20573.0,9254.0,16184.0,50351.0,128002.0,1122226.0,31213,12376,22645,60550,161014,1227520 -2021-06-07,20587.0,9261.0,16198.0,50379.0,128037.0,1122436.0,31213,12376,22645,60550,161014,1227520 -2021-06-08,20601.0,9268.0,16219.0,50414.0,128072.0,1122639.0,31213,12376,22645,60550,161014,1227520 -2021-06-09,20622.0,9275.0,16233.0,50463.0,128121.0,1122884.0,31213,12376,22645,60550,161014,1227520 -2021-06-10,20636.0,9275.0,16247.0,50512.0,128177.0,1123087.0,31213,12376,22645,60550,161014,1227520 -2021-06-11,20664.0,9289.0,16261.0,50561.0,128205.0,1123346.0,31213,12376,22645,60550,161014,1227520 -2021-06-12,20699.0,9296.0,16282.0,50624.0,128261.0,1123647.0,31213,12376,22645,60550,161014,1227520 -2021-06-13,20713.0,9296.0,16289.0,50645.0,128303.0,1123808.0,31213,12376,22645,60550,161014,1227520 -2021-06-14,20734.0,9303.0,16303.0,50673.0,128331.0,1123976.0,31213,12376,22645,60550,161014,1227520 -2021-06-15,20748.0,9303.0,16324.0,50694.0,128366.0,1124165.0,31213,12376,22645,60550,161014,1227520 -2021-06-16,20762.0,9310.0,16338.0,50729.0,128408.0,1124361.0,31213,12376,22645,60550,161014,1227520 -2021-06-17,20783.0,9317.0,16352.0,50785.0,128450.0,1124543.0,31213,12376,22645,60550,161014,1227520 -2021-06-18,20811.0,9324.0,16359.0,50827.0,128478.0,1124767.0,31213,12376,22645,60550,161014,1227520 -2021-06-19,20853.0,9338.0,16373.0,50876.0,128548.0,1125040.0,31213,12376,22645,60550,161014,1227520 -2021-06-20,20860.0,9345.0,16380.0,50904.0,128569.0,1125145.0,31213,12376,22645,60550,161014,1227520 -2021-06-21,20874.0,9352.0,16387.0,50925.0,128583.0,1125236.0,31213,12376,22645,60550,161014,1227520 -2021-06-22,20888.0,9352.0,16408.0,50960.0,128611.0,1125404.0,31213,12376,22645,60550,161014,1227520 -2021-06-23,20909.0,9359.0,16415.0,50988.0,128653.0,1125565.0,31213,12376,22645,60550,161014,1227520 -2021-06-24,20930.0,9366.0,16429.0,51016.0,128688.0,1125733.0,31213,12376,22645,60550,161014,1227520 -2021-06-25,20944.0,9373.0,16443.0,51051.0,128730.0,1125922.0,31213,12376,22645,60550,161014,1227520 -2021-06-26,20986.0,9380.0,16464.0,51093.0,128800.0,1126244.0,31213,12376,22645,60550,161014,1227520 -2021-06-27,21000.0,9387.0,16478.0,51121.0,128821.0,1126391.0,31213,12376,22645,60550,161014,1227520 -2021-06-28,21021.0,9387.0,16492.0,51142.0,128842.0,1126510.0,31213,12376,22645,60550,161014,1227520 -2021-06-29,21028.0,9394.0,16499.0,51170.0,128863.0,1126650.0,31213,12376,22645,60550,161014,1227520 -2021-06-30,21049.0,9394.0,16513.0,51191.0,128898.0,1126818.0,31213,12376,22645,60550,161014,1227520 -2021-07-01,21063.0,9401.0,16527.0,51212.0,128933.0,1127007.0,31213,12376,22645,60550,161014,1227520 -2021-07-02,21084.0,9408.0,16541.0,51233.0,128968.0,1127140.0,31213,12376,22645,60550,161014,1227520 -2021-07-03,21098.0,9415.0,16555.0,51254.0,129003.0,1127343.0,31213,12376,22645,60550,161014,1227520 -2021-07-04,21112.0,9415.0,16562.0,51268.0,129017.0,1127420.0,31213,12376,22645,60550,161014,1227520 -2021-07-05,21119.0,9422.0,16576.0,51289.0,129038.0,1127504.0,31213,12376,22645,60550,161014,1227520 -2021-07-06,21126.0,9422.0,16583.0,51310.0,129059.0,1127609.0,31213,12376,22645,60550,161014,1227520 -2021-07-07,21147.0,9429.0,16597.0,51345.0,129087.0,1127749.0,31213,12376,22645,60550,161014,1227520 -2021-07-08,21161.0,9436.0,16597.0,51373.0,129115.0,1127910.0,31213,12376,22645,60550,161014,1227520 -2021-07-09,21168.0,9443.0,16604.0,51408.0,129136.0,1128064.0,31213,12376,22645,60550,161014,1227520 -2021-07-10,21189.0,9450.0,16625.0,51436.0,129164.0,1128246.0,31213,12376,22645,60550,161014,1227520 -2021-07-11,21203.0,9450.0,16632.0,51450.0,129192.0,1128337.0,31213,12376,22645,60550,161014,1227520 -2021-07-12,21217.0,9457.0,16639.0,51464.0,129206.0,1128414.0,31213,12376,22645,60550,161014,1227520 -2021-07-13,21224.0,9457.0,16653.0,51478.0,129220.0,1128505.0,31213,12376,22645,60550,161014,1227520 -2021-07-14,21245.0,9464.0,16660.0,51499.0,129241.0,1128610.0,31213,12376,22645,60550,161014,1227520 -2021-07-15,21252.0,9464.0,16667.0,51534.0,129269.0,1128757.0,31213,12376,22645,60550,161014,1227520 -2021-07-16,21273.0,9471.0,16681.0,51548.0,129290.0,1128897.0,31213,12376,22645,60550,161014,1227520 -2021-07-17,21308.0,9478.0,16688.0,51583.0,129325.0,1129107.0,31213,12376,22645,60550,161014,1227520 -2021-07-18,21315.0,9478.0,16695.0,51597.0,129346.0,1129191.0,31213,12376,22645,60550,161014,1227520 -2021-07-19,21322.0,9478.0,16702.0,51604.0,129360.0,1129268.0,31213,12376,22645,60550,161014,1227520 -2021-07-20,21329.0,9485.0,16716.0,51611.0,129388.0,1129352.0,31213,12376,22645,60550,161014,1227520 -2021-07-21,21336.0,9485.0,16723.0,51625.0,129409.0,1129478.0,31213,12376,22645,60550,161014,1227520 -2021-07-22,21343.0,9485.0,16730.0,51632.0,129430.0,1129590.0,31213,12376,22645,60550,161014,1227520 -2021-07-23,21350.0,9492.0,16744.0,51646.0,129444.0,1129702.0,31213,12376,22645,60550,161014,1227520 -2021-07-24,21371.0,9492.0,16751.0,51667.0,129465.0,1129842.0,31213,12376,22645,60550,161014,1227520 -2021-07-25,21378.0,9499.0,16758.0,51667.0,129479.0,1129912.0,31213,12376,22645,60550,161014,1227520 -2021-07-26,21385.0,9506.0,16765.0,51681.0,129493.0,1129968.0,31213,12376,22645,60550,161014,1227520 -2021-07-27,21399.0,9513.0,16772.0,51695.0,129514.0,1130031.0,31213,12376,22645,60550,161014,1227520 -2021-07-28,21413.0,9513.0,16779.0,51709.0,129528.0,1130108.0,31213,12376,22645,60550,161014,1227520 -2021-07-29,21420.0,9520.0,16793.0,51723.0,129549.0,1130192.0,31213,12376,22645,60550,161014,1227520 -2021-07-30,21434.0,9520.0,16800.0,51744.0,129563.0,1130276.0,31213,12376,22645,60550,161014,1227520 -2021-07-31,21448.0,9527.0,16807.0,51758.0,129591.0,1130374.0,31213,12376,22645,60550,161014,1227520 -2021-08-01,21448.0,9527.0,16807.0,51772.0,129598.0,1130423.0,31213,12376,22645,60550,161014,1227520 -2021-08-02,21455.0,9534.0,16814.0,51786.0,129605.0,1130479.0,31213,12376,22645,60550,161014,1227520 -2021-08-03,21476.0,9534.0,16821.0,51800.0,129619.0,1130542.0,31213,12376,22645,60550,161014,1227520 -2021-08-04,21483.0,9534.0,16828.0,51814.0,129633.0,1130619.0,31213,12376,22645,60550,161014,1227520 -2021-08-05,21497.0,9534.0,16835.0,51828.0,129654.0,1130703.0,31213,12376,22645,60550,161014,1227520 -2021-08-06,21511.0,9541.0,16842.0,51842.0,129668.0,1130801.0,31213,12376,22645,60550,161014,1227520 -2021-08-07,21525.0,9548.0,16849.0,51856.0,129689.0,1130899.0,31213,12376,22645,60550,161014,1227520 -2021-08-08,21525.0,9548.0,16856.0,51870.0,129696.0,1130962.0,31213,12376,22645,60550,161014,1227520 -2021-08-09,21539.0,9555.0,16863.0,51884.0,129710.0,1131018.0,31213,12376,22645,60550,161014,1227520 -2021-08-10,21546.0,9555.0,16863.0,51898.0,129724.0,1131088.0,31213,12376,22645,60550,161014,1227520 -2021-08-11,21560.0,9555.0,16870.0,51912.0,129731.0,1131172.0,31213,12376,22645,60550,161014,1227520 -2021-08-12,21567.0,9562.0,16877.0,51933.0,129752.0,1131242.0,31213,12376,22645,60550,161014,1227520 -2021-08-13,21574.0,9562.0,16877.0,51933.0,129759.0,1131305.0,31213,12376,22645,60550,161014,1227520 -2021-08-14,21588.0,9562.0,16884.0,51947.0,129780.0,1131389.0,31213,12376,22645,60550,161014,1227520 -2021-08-15,21588.0,9562.0,16891.0,51954.0,129787.0,1131424.0,31213,12376,22645,60550,161014,1227520 -2021-08-16,21595.0,9562.0,16891.0,51961.0,129794.0,1131466.0,31213,12376,22645,60550,161014,1227520 -2021-08-17,21609.0,9569.0,16905.0,51968.0,129801.0,1131515.0,31213,12376,22645,60550,161014,1227520 -2021-08-18,21616.0,9569.0,16905.0,51982.0,129815.0,1131571.0,31213,12376,22645,60550,161014,1227520 -2021-08-19,21616.0,9569.0,16905.0,51982.0,129815.0,1131578.0,31213,12376,22645,60550,161014,1227520 +2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,31234,12369,22694,60613,160839,1227933 +2020-12-02,0.0,0.0,0.0,0.0,0.0,0.0,31234,12369,22694,60613,160839,1227933 +2020-12-04,0.0,0.0,0.0,0.0,0.0,0.0,31234,12369,22694,60613,160839,1227933 +2020-12-06,0.0,0.0,0.0,0.0,0.0,0.0,31234,12369,22694,60613,160839,1227933 +2020-12-07,0.0,0.0,0.0,0.0,0.0,0.0,31234,12369,22694,60613,160839,1227933 +2020-12-08,0.0,0.0,0.0,21.0,21.0,224.0,31234,12369,22694,60613,160839,1227933 +2020-12-09,7.0,14.0,7.0,35.0,56.0,616.0,31234,12369,22694,60613,160839,1227933 +2020-12-10,14.0,14.0,14.0,63.0,91.0,924.0,31234,12369,22694,60613,160839,1227933 +2020-12-11,14.0,14.0,21.0,84.0,119.0,1260.0,31234,12369,22694,60613,160839,1227933 +2020-12-12,21.0,21.0,21.0,98.0,168.0,1596.0,31234,12369,22694,60613,160839,1227933 +2020-12-13,28.0,21.0,35.0,126.0,189.0,1834.0,31234,12369,22694,60613,160839,1227933 +2020-12-14,35.0,21.0,42.0,161.0,224.0,2205.0,31234,12369,22694,60613,160839,1227933 +2020-12-15,49.0,28.0,49.0,210.0,287.0,2779.0,31234,12369,22694,60613,160839,1227933 +2020-12-16,63.0,42.0,56.0,252.0,378.0,3577.0,31234,12369,22694,60613,160839,1227933 +2020-12-17,84.0,49.0,77.0,329.0,469.0,4515.0,31234,12369,22694,60613,160839,1227933 +2020-12-18,91.0,56.0,91.0,406.0,560.0,5397.0,31234,12369,22694,60613,160839,1227933 +2020-12-19,98.0,63.0,98.0,476.0,630.0,6139.0,31234,12369,22694,60613,160839,1227933 +2020-12-20,119.0,77.0,126.0,574.0,742.0,7161.0,31234,12369,22694,60613,160839,1227933 +2020-12-21,140.0,84.0,140.0,651.0,868.0,8568.0,31234,12369,22694,60613,160839,1227933 +2020-12-22,154.0,98.0,161.0,749.0,980.0,9702.0,31234,12369,22694,60613,160839,1227933 +2020-12-23,189.0,119.0,182.0,847.0,1148.0,11130.0,31234,12369,22694,60613,160839,1227933 +2020-12-24,203.0,126.0,196.0,903.0,1239.0,11774.0,31234,12369,22694,60613,160839,1227933 +2020-12-25,203.0,126.0,196.0,903.0,1239.0,11774.0,31234,12369,22694,60613,160839,1227933 +2020-12-26,203.0,126.0,196.0,903.0,1246.0,11802.0,31234,12369,22694,60613,160839,1227933 +2020-12-27,203.0,133.0,203.0,917.0,1267.0,12019.0,31234,12369,22694,60613,160839,1227933 +2020-12-28,210.0,133.0,203.0,938.0,1295.0,12313.0,31234,12369,22694,60613,160839,1227933 +2020-12-29,224.0,140.0,217.0,994.0,1379.0,13223.0,31234,12369,22694,60613,160839,1227933 +2020-12-30,273.0,168.0,259.0,1148.0,1603.0,15414.0,31234,12369,22694,60613,160839,1227933 +2020-12-31,308.0,182.0,308.0,1302.0,1813.0,17598.0,31234,12369,22694,60613,160839,1227933 +2021-01-01,322.0,189.0,315.0,1323.0,1869.0,18116.0,31234,12369,22694,60613,160839,1227933 +2021-01-02,336.0,196.0,322.0,1365.0,1918.0,18746.0,31234,12369,22694,60613,160839,1227933 +2021-01-03,343.0,196.0,329.0,1400.0,1967.0,19222.0,31234,12369,22694,60613,160839,1227933 +2021-01-04,371.0,210.0,350.0,1449.0,2058.0,20160.0,31234,12369,22694,60613,160839,1227933 +2021-01-05,406.0,224.0,364.0,1561.0,2226.0,22078.0,31234,12369,22694,60613,160839,1227933 +2021-01-06,455.0,252.0,406.0,1687.0,2478.0,24654.0,31234,12369,22694,60613,160839,1227933 +2021-01-07,539.0,280.0,462.0,1883.0,2842.0,28693.0,31234,12369,22694,60613,160839,1227933 +2021-01-08,623.0,315.0,525.0,2114.0,3234.0,32907.0,31234,12369,22694,60613,160839,1227933 +2021-01-09,679.0,350.0,567.0,2268.0,3605.0,36750.0,31234,12369,22694,60613,160839,1227933 +2021-01-10,714.0,364.0,595.0,2380.0,3801.0,38962.0,31234,12369,22694,60613,160839,1227933 +2021-01-11,777.0,406.0,637.0,2492.0,4095.0,42259.0,31234,12369,22694,60613,160839,1227933 +2021-01-12,861.0,441.0,686.0,2646.0,4473.0,46522.0,31234,12369,22694,60613,160839,1227933 +2021-01-13,959.0,476.0,749.0,2828.0,4921.0,51114.0,31234,12369,22694,60613,160839,1227933 +2021-01-14,1064.0,511.0,798.0,3045.0,5383.0,56203.0,31234,12369,22694,60613,160839,1227933 +2021-01-15,1183.0,553.0,868.0,3248.0,5894.0,61894.0,31234,12369,22694,60613,160839,1227933 +2021-01-16,1281.0,588.0,917.0,3465.0,6419.0,66738.0,31234,12369,22694,60613,160839,1227933 +2021-01-17,1351.0,616.0,952.0,3584.0,6734.0,70028.0,31234,12369,22694,60613,160839,1227933 +2021-01-18,1442.0,658.0,1001.0,3724.0,7105.0,73766.0,31234,12369,22694,60613,160839,1227933 +2021-01-19,1554.0,707.0,1057.0,3899.0,7511.0,78057.0,31234,12369,22694,60613,160839,1227933 +2021-01-20,1666.0,749.0,1099.0,4130.0,7917.0,82929.0,31234,12369,22694,60613,160839,1227933 +2021-01-21,1806.0,805.0,1148.0,4298.0,8358.0,87892.0,31234,12369,22694,60613,160839,1227933 +2021-01-22,1953.0,847.0,1225.0,4529.0,8827.0,93548.0,31234,12369,22694,60613,160839,1227933 +2021-01-23,2044.0,903.0,1274.0,4704.0,9212.0,98161.0,31234,12369,22694,60613,160839,1227933 +2021-01-24,2114.0,931.0,1302.0,4802.0,9457.0,100968.0,31234,12369,22694,60613,160839,1227933 +2021-01-25,2205.0,959.0,1344.0,4921.0,9758.0,104272.0,31234,12369,22694,60613,160839,1227933 +2021-01-26,2303.0,1001.0,1386.0,5089.0,10094.0,107905.0,31234,12369,22694,60613,160839,1227933 +2021-01-27,2422.0,1043.0,1435.0,5243.0,10409.0,111342.0,31234,12369,22694,60613,160839,1227933 +2021-01-28,2548.0,1078.0,1477.0,5390.0,10724.0,114933.0,31234,12369,22694,60613,160839,1227933 +2021-01-29,2674.0,1127.0,1533.0,5586.0,11102.0,119007.0,31234,12369,22694,60613,160839,1227933 +2021-01-30,2751.0,1162.0,1575.0,5754.0,11382.0,122388.0,31234,12369,22694,60613,160839,1227933 +2021-01-31,2800.0,1190.0,1589.0,5915.0,11613.0,124719.0,31234,12369,22694,60613,160839,1227933 +2021-02-01,2863.0,1218.0,1610.0,6034.0,11781.0,126994.0,31234,12369,22694,60613,160839,1227933 +2021-02-02,2947.0,1246.0,1645.0,6195.0,12005.0,129486.0,31234,12369,22694,60613,160839,1227933 +2021-02-03,3031.0,1295.0,1687.0,6405.0,12215.0,132321.0,31234,12369,22694,60613,160839,1227933 +2021-02-04,3143.0,1323.0,1722.0,6622.0,12474.0,135359.0,31234,12369,22694,60613,160839,1227933 +2021-02-05,3248.0,1365.0,1771.0,6825.0,12740.0,138432.0,31234,12369,22694,60613,160839,1227933 +2021-02-06,3325.0,1400.0,1813.0,7021.0,12999.0,141421.0,31234,12369,22694,60613,160839,1227933 +2021-02-07,3374.0,1421.0,1841.0,7154.0,13153.0,143192.0,31234,12369,22694,60613,160839,1227933 +2021-02-08,3437.0,1442.0,1855.0,7273.0,13286.0,144879.0,31234,12369,22694,60613,160839,1227933 +2021-02-09,3514.0,1456.0,1883.0,7434.0,13482.0,147168.0,31234,12369,22694,60613,160839,1227933 +2021-02-10,3633.0,1491.0,1932.0,7749.0,13706.0,149954.0,31234,12369,22694,60613,160839,1227933 +2021-02-11,3787.0,1561.0,2009.0,8155.0,14028.0,153776.0,31234,12369,22694,60613,160839,1227933 +2021-02-12,3955.0,1624.0,2114.0,8589.0,14357.0,159054.0,31234,12369,22694,60613,160839,1227933 +2021-02-13,4102.0,1680.0,2212.0,9086.0,14728.0,164143.0,31234,12369,22694,60613,160839,1227933 +2021-02-14,4165.0,1715.0,2275.0,9527.0,15015.0,167552.0,31234,12369,22694,60613,160839,1227933 +2021-02-15,4249.0,1764.0,2338.0,9919.0,15288.0,170919.0,31234,12369,22694,60613,160839,1227933 +2021-02-16,4396.0,1834.0,2471.0,10479.0,15897.0,180271.0,31234,12369,22694,60613,160839,1227933 +2021-02-17,4634.0,1967.0,2660.0,11347.0,16912.0,198359.0,31234,12369,22694,60613,160839,1227933 +2021-02-18,4872.0,2072.0,2842.0,12236.0,17906.0,215810.0,31234,12369,22694,60613,160839,1227933 +2021-02-19,5068.0,2177.0,3003.0,12978.0,18732.0,229173.0,31234,12369,22694,60613,160839,1227933 +2021-02-20,5264.0,2275.0,3129.0,13573.0,19579.0,242900.0,31234,12369,22694,60613,160839,1227933 +2021-02-21,5355.0,2303.0,3199.0,13944.0,19901.0,247513.0,31234,12369,22694,60613,160839,1227933 +2021-02-22,5474.0,2338.0,3283.0,14392.0,20251.0,253113.0,31234,12369,22694,60613,160839,1227933 +2021-02-23,5712.0,2457.0,3465.0,15120.0,21175.0,267736.0,31234,12369,22694,60613,160839,1227933 +2021-02-24,5992.0,2576.0,3703.0,16037.0,22337.0,287098.0,31234,12369,22694,60613,160839,1227933 +2021-02-25,6349.0,2737.0,3990.0,17220.0,23611.0,307391.0,31234,12369,22694,60613,160839,1227933 +2021-02-26,6713.0,2912.0,4291.0,18319.0,25018.0,329448.0,31234,12369,22694,60613,160839,1227933 +2021-02-27,7035.0,3066.0,4515.0,19159.0,26187.0,346486.0,31234,12369,22694,60613,160839,1227933 +2021-02-28,7175.0,3115.0,4599.0,19593.0,26614.0,352016.0,31234,12369,22694,60613,160839,1227933 +2021-03-01,7245.0,3157.0,4669.0,19852.0,26999.0,356384.0,31234,12369,22694,60613,160839,1227933 +2021-03-02,7364.0,3206.0,4809.0,20160.0,27468.0,361830.0,31234,12369,22694,60613,160839,1227933 +2021-03-03,7567.0,3304.0,4984.0,20741.0,28315.0,371777.0,31234,12369,22694,60613,160839,1227933 +2021-03-04,7791.0,3395.0,5152.0,21574.0,29316.0,385378.0,31234,12369,22694,60613,160839,1227933 +2021-03-05,8085.0,3549.0,5446.0,22435.0,30744.0,402346.0,31234,12369,22694,60613,160839,1227933 +2021-03-06,8393.0,3710.0,5747.0,23352.0,32291.0,421211.0,31234,12369,22694,60613,160839,1227933 +2021-03-07,8505.0,3752.0,5838.0,23688.0,32753.0,427343.0,31234,12369,22694,60613,160839,1227933 +2021-03-08,8617.0,3815.0,5950.0,24087.0,33453.0,435344.0,31234,12369,22694,60613,160839,1227933 +2021-03-09,8925.0,3948.0,6195.0,24843.0,34573.0,447083.0,31234,12369,22694,60613,160839,1227933 +2021-03-10,9184.0,4067.0,6503.0,25648.0,36239.0,462469.0,31234,12369,22694,60613,160839,1227933 +2021-03-11,9478.0,4214.0,6790.0,26376.0,38381.0,481586.0,31234,12369,22694,60613,160839,1227933 +2021-03-12,9947.0,4452.0,7224.0,27748.0,41902.0,511917.0,31234,12369,22694,60613,160839,1227933 +2021-03-13,10696.0,4851.0,7896.0,29617.0,47418.0,563017.0,31234,12369,22694,60613,160839,1227933 +2021-03-14,11039.0,5040.0,8190.0,30562.0,50470.0,590030.0,31234,12369,22694,60613,160839,1227933 +2021-03-15,11641.0,5362.0,8757.0,32186.0,56364.0,637616.0,31234,12369,22694,60613,160839,1227933 +2021-03-16,12243.0,5733.0,9415.0,33726.0,63602.0,691117.0,31234,12369,22694,60613,160839,1227933 +2021-03-17,12810.0,6062.0,10010.0,35350.0,70259.0,739858.0,31234,12369,22694,60613,160839,1227933 +2021-03-18,13391.0,6391.0,10528.0,36631.0,77021.0,788249.0,31234,12369,22694,60613,160839,1227933 +2021-03-19,14112.0,6720.0,11102.0,38164.0,84315.0,841029.0,31234,12369,22694,60613,160839,1227933 +2021-03-20,14959.0,7112.0,11739.0,39907.0,92687.0,902377.0,31234,12369,22694,60613,160839,1227933 +2021-03-21,15316.0,7280.0,12096.0,40747.0,96964.0,930811.0,31234,12369,22694,60613,160839,1227933 +2021-03-22,15687.0,7448.0,12481.0,41426.0,100758.0,954618.0,31234,12369,22694,60613,160839,1227933 +2021-03-23,16023.0,7616.0,12838.0,42077.0,104020.0,975737.0,31234,12369,22694,60613,160839,1227933 +2021-03-24,16380.0,7770.0,13146.0,42749.0,106813.0,993573.0,31234,12369,22694,60613,160839,1227933 +2021-03-25,16744.0,7910.0,13412.0,43379.0,109319.0,1009834.0,31234,12369,22694,60613,160839,1227933 +2021-03-26,17115.0,8057.0,13657.0,44030.0,112126.0,1027292.0,31234,12369,22694,60613,160839,1227933 +2021-03-27,17591.0,8253.0,13979.0,44814.0,115360.0,1046787.0,31234,12369,22694,60613,160839,1227933 +2021-03-28,17815.0,8372.0,14182.0,45220.0,117271.0,1057882.0,31234,12369,22694,60613,160839,1227933 +2021-03-29,18018.0,8435.0,14385.0,45542.0,118685.0,1066149.0,31234,12369,22694,60613,160839,1227933 +2021-03-30,18200.0,8512.0,14553.0,45878.0,119826.0,1073072.0,31234,12369,22694,60613,160839,1227933 +2021-03-31,18438.0,8589.0,14707.0,46228.0,120848.0,1079701.0,31234,12369,22694,60613,160839,1227933 +2021-04-01,18571.0,8631.0,14805.0,46466.0,121562.0,1084265.0,31234,12369,22694,60613,160839,1227933 +2021-04-02,18648.0,8659.0,14868.0,46585.0,122157.0,1087968.0,31234,12369,22694,60613,160839,1227933 +2021-04-03,18767.0,8694.0,14945.0,46767.0,122780.0,1091958.0,31234,12369,22694,60613,160839,1227933 +2021-04-04,18809.0,8715.0,14987.0,46858.0,123095.0,1094002.0,31234,12369,22694,60613,160839,1227933 +2021-04-05,18837.0,8722.0,15015.0,46907.0,123207.0,1094877.0,31234,12369,22694,60613,160839,1227933 +2021-04-06,18879.0,8729.0,15057.0,47012.0,123396.0,1096179.0,31234,12369,22694,60613,160839,1227933 +2021-04-07,18949.0,8750.0,15099.0,47131.0,123634.0,1097649.0,31234,12369,22694,60613,160839,1227933 +2021-04-08,18998.0,8764.0,15134.0,47250.0,123816.0,1098951.0,31234,12369,22694,60613,160839,1227933 +2021-04-09,19075.0,8785.0,15169.0,47383.0,124068.0,1100701.0,31234,12369,22694,60613,160839,1227933 +2021-04-10,19145.0,8806.0,15211.0,47495.0,124306.0,1102423.0,31234,12369,22694,60613,160839,1227933 +2021-04-11,19180.0,8813.0,15225.0,47551.0,124397.0,1102969.0,31234,12369,22694,60613,160839,1227933 +2021-04-12,19208.0,8820.0,15246.0,47586.0,124488.0,1103480.0,31234,12369,22694,60613,160839,1227933 +2021-04-13,19236.0,8834.0,15267.0,47628.0,124572.0,1104040.0,31234,12369,22694,60613,160839,1227933 +2021-04-14,19271.0,8841.0,15281.0,47670.0,124663.0,1104586.0,31234,12369,22694,60613,160839,1227933 +2021-04-15,19306.0,8855.0,15302.0,47733.0,124754.0,1105118.0,31234,12369,22694,60613,160839,1227933 +2021-04-16,19341.0,8862.0,15316.0,47782.0,124859.0,1105713.0,31234,12369,22694,60613,160839,1227933 +2021-04-17,19383.0,8869.0,15344.0,47845.0,124950.0,1106301.0,31234,12369,22694,60613,160839,1227933 +2021-04-18,19390.0,8876.0,15358.0,47887.0,124992.0,1106581.0,31234,12369,22694,60613,160839,1227933 +2021-04-19,19411.0,8890.0,15379.0,47915.0,125048.0,1106868.0,31234,12369,22694,60613,160839,1227933 +2021-04-20,19425.0,8890.0,15386.0,47950.0,125097.0,1107176.0,31234,12369,22694,60613,160839,1227933 +2021-04-21,19460.0,8897.0,15414.0,47978.0,125160.0,1107540.0,31234,12369,22694,60613,160839,1227933 +2021-04-22,19481.0,8904.0,15435.0,48020.0,125223.0,1107974.0,31234,12369,22694,60613,160839,1227933 +2021-04-23,19516.0,8911.0,15456.0,48062.0,125293.0,1108380.0,31234,12369,22694,60613,160839,1227933 +2021-04-24,19544.0,8925.0,15484.0,48118.0,125384.0,1108842.0,31234,12369,22694,60613,160839,1227933 +2021-04-25,19565.0,8932.0,15491.0,48153.0,125433.0,1109080.0,31234,12369,22694,60613,160839,1227933 +2021-04-26,19593.0,8939.0,15505.0,48174.0,125489.0,1109360.0,31234,12369,22694,60613,160839,1227933 +2021-04-27,19614.0,8946.0,15533.0,48216.0,125552.0,1109717.0,31234,12369,22694,60613,160839,1227933 +2021-04-28,19635.0,8953.0,15561.0,48258.0,125608.0,1110039.0,31234,12369,22694,60613,160839,1227933 +2021-04-29,19663.0,8960.0,15575.0,48300.0,125671.0,1110417.0,31234,12369,22694,60613,160839,1227933 +2021-04-30,19684.0,8967.0,15589.0,48363.0,125727.0,1110788.0,31234,12369,22694,60613,160839,1227933 +2021-05-01,19698.0,8974.0,15596.0,48398.0,125797.0,1111082.0,31234,12369,22694,60613,160839,1227933 +2021-05-02,19712.0,8988.0,15603.0,48433.0,125818.0,1111236.0,31234,12369,22694,60613,160839,1227933 +2021-05-03,19719.0,8988.0,15610.0,48454.0,125825.0,1111313.0,31234,12369,22694,60613,160839,1227933 +2021-05-04,19740.0,8988.0,15617.0,48475.0,125853.0,1111509.0,31234,12369,22694,60613,160839,1227933 +2021-05-05,19761.0,8995.0,15631.0,48510.0,125909.0,1111782.0,31234,12369,22694,60613,160839,1227933 +2021-05-06,19782.0,9002.0,15652.0,48559.0,125965.0,1112125.0,31234,12369,22694,60613,160839,1227933 +2021-05-07,19810.0,9016.0,15673.0,48594.0,126028.0,1112447.0,31234,12369,22694,60613,160839,1227933 +2021-05-08,19831.0,9023.0,15687.0,48629.0,126084.0,1112832.0,31234,12369,22694,60613,160839,1227933 +2021-05-09,19845.0,9030.0,15701.0,48664.0,126119.0,1113007.0,31234,12369,22694,60613,160839,1227933 +2021-05-10,19859.0,9030.0,15715.0,48699.0,126154.0,1113231.0,31234,12369,22694,60613,160839,1227933 +2021-05-11,19887.0,9037.0,15736.0,48755.0,126231.0,1113539.0,31234,12369,22694,60613,160839,1227933 +2021-05-12,19908.0,9051.0,15750.0,48811.0,126294.0,1113994.0,31234,12369,22694,60613,160839,1227933 +2021-05-13,19950.0,9058.0,15771.0,48874.0,126385.0,1114463.0,31234,12369,22694,60613,160839,1227933 +2021-05-14,19985.0,9072.0,15792.0,48951.0,126455.0,1114862.0,31234,12369,22694,60613,160839,1227933 +2021-05-15,20020.0,9086.0,15806.0,49049.0,126560.0,1115331.0,31234,12369,22694,60613,160839,1227933 +2021-05-16,20034.0,9086.0,15827.0,49091.0,126602.0,1115576.0,31234,12369,22694,60613,160839,1227933 +2021-05-17,20055.0,9093.0,15834.0,49126.0,126623.0,1115786.0,31234,12369,22694,60613,160839,1227933 +2021-05-18,20083.0,9100.0,15855.0,49196.0,126679.0,1116115.0,31234,12369,22694,60613,160839,1227933 +2021-05-19,20104.0,9107.0,15890.0,49294.0,126770.0,1116570.0,31234,12369,22694,60613,160839,1227933 +2021-05-20,20139.0,9121.0,15911.0,49399.0,126833.0,1117025.0,31234,12369,22694,60613,160839,1227933 +2021-05-21,20174.0,9128.0,15925.0,49448.0,126896.0,1117403.0,31234,12369,22694,60613,160839,1227933 +2021-05-22,20216.0,9135.0,15946.0,49518.0,126987.0,1117816.0,31234,12369,22694,60613,160839,1227933 +2021-05-23,20237.0,9142.0,15960.0,49574.0,127022.0,1118012.0,31234,12369,22694,60613,160839,1227933 +2021-05-24,20258.0,9142.0,15974.0,49623.0,127064.0,1118229.0,31234,12369,22694,60613,160839,1227933 +2021-05-25,20279.0,9163.0,15988.0,49686.0,127120.0,1118593.0,31234,12369,22694,60613,160839,1227933 +2021-05-26,20307.0,9170.0,16009.0,49756.0,127190.0,1119041.0,31234,12369,22694,60613,160839,1227933 +2021-05-27,20342.0,9191.0,16030.0,49840.0,127281.0,1119475.0,31234,12369,22694,60613,160839,1227933 +2021-05-28,20363.0,9198.0,16065.0,49896.0,127344.0,1119832.0,31234,12369,22694,60613,160839,1227933 +2021-05-29,20391.0,9212.0,16086.0,49980.0,127414.0,1120196.0,31234,12369,22694,60613,160839,1227933 +2021-05-30,20405.0,9212.0,16107.0,50036.0,127456.0,1120399.0,31234,12369,22694,60613,160839,1227933 +2021-05-31,20419.0,9219.0,16114.0,50071.0,127484.0,1120553.0,31234,12369,22694,60613,160839,1227933 +2021-06-01,20440.0,9219.0,16128.0,50113.0,127526.0,1120777.0,31234,12369,22694,60613,160839,1227933 +2021-06-02,20468.0,9233.0,16142.0,50162.0,127554.0,1121057.0,31234,12369,22694,60613,160839,1227933 +2021-06-03,20489.0,9233.0,16149.0,50211.0,127603.0,1121386.0,31234,12369,22694,60613,160839,1227933 +2021-06-04,20524.0,9240.0,16170.0,50260.0,127652.0,1121701.0,31234,12369,22694,60613,160839,1227933 +2021-06-05,20552.0,9247.0,16184.0,50330.0,127729.0,1122100.0,31234,12369,22694,60613,160839,1227933 +2021-06-06,20566.0,9254.0,16198.0,50365.0,127771.0,1122317.0,31234,12369,22694,60613,160839,1227933 +2021-06-07,20580.0,9254.0,16205.0,50400.0,127806.0,1122534.0,31234,12369,22694,60613,160839,1227933 +2021-06-08,20594.0,9261.0,16233.0,50435.0,127841.0,1122730.0,31234,12369,22694,60613,160839,1227933 +2021-06-09,20615.0,9268.0,16247.0,50484.0,127883.0,1122982.0,31234,12369,22694,60613,160839,1227933 +2021-06-10,20629.0,9275.0,16261.0,50526.0,127939.0,1123185.0,31234,12369,22694,60613,160839,1227933 +2021-06-11,20657.0,9282.0,16275.0,50582.0,127974.0,1123444.0,31234,12369,22694,60613,160839,1227933 +2021-06-12,20692.0,9289.0,16289.0,50638.0,128030.0,1123738.0,31234,12369,22694,60613,160839,1227933 +2021-06-13,20706.0,9296.0,16303.0,50659.0,128072.0,1123899.0,31234,12369,22694,60613,160839,1227933 +2021-06-14,20727.0,9296.0,16317.0,50687.0,128100.0,1124067.0,31234,12369,22694,60613,160839,1227933 +2021-06-15,20741.0,9303.0,16338.0,50708.0,128135.0,1124256.0,31234,12369,22694,60613,160839,1227933 +2021-06-16,20755.0,9310.0,16352.0,50750.0,128170.0,1124452.0,31234,12369,22694,60613,160839,1227933 +2021-06-17,20776.0,9317.0,16366.0,50799.0,128212.0,1124634.0,31234,12369,22694,60613,160839,1227933 +2021-06-18,20811.0,9324.0,16373.0,50848.0,128247.0,1124851.0,31234,12369,22694,60613,160839,1227933 +2021-06-19,20846.0,9338.0,16387.0,50897.0,128310.0,1125131.0,31234,12369,22694,60613,160839,1227933 +2021-06-20,20853.0,9338.0,16394.0,50925.0,128331.0,1125236.0,31234,12369,22694,60613,160839,1227933 +2021-06-21,20867.0,9345.0,16401.0,50946.0,128352.0,1125334.0,31234,12369,22694,60613,160839,1227933 +2021-06-22,20888.0,9352.0,16422.0,50974.0,128380.0,1125495.0,31234,12369,22694,60613,160839,1227933 +2021-06-23,20902.0,9352.0,16429.0,51009.0,128422.0,1125656.0,31234,12369,22694,60613,160839,1227933 +2021-06-24,20923.0,9359.0,16443.0,51037.0,128457.0,1125831.0,31234,12369,22694,60613,160839,1227933 +2021-06-25,20944.0,9366.0,16457.0,51072.0,128499.0,1126013.0,31234,12369,22694,60613,160839,1227933 +2021-06-26,20979.0,9380.0,16478.0,51114.0,128562.0,1126335.0,31234,12369,22694,60613,160839,1227933 +2021-06-27,21000.0,9387.0,16492.0,51142.0,128590.0,1126489.0,31234,12369,22694,60613,160839,1227933 +2021-06-28,21014.0,9387.0,16506.0,51163.0,128611.0,1126608.0,31234,12369,22694,60613,160839,1227933 +2021-06-29,21028.0,9387.0,16513.0,51184.0,128632.0,1126741.0,31234,12369,22694,60613,160839,1227933 +2021-06-30,21042.0,9394.0,16527.0,51205.0,128667.0,1126916.0,31234,12369,22694,60613,160839,1227933 +2021-07-01,21063.0,9401.0,16541.0,51226.0,128702.0,1127105.0,31234,12369,22694,60613,160839,1227933 +2021-07-02,21084.0,9408.0,16562.0,51254.0,128730.0,1127238.0,31234,12369,22694,60613,160839,1227933 +2021-07-03,21098.0,9408.0,16569.0,51268.0,128765.0,1127441.0,31234,12369,22694,60613,160839,1227933 +2021-07-04,21105.0,9415.0,16576.0,51289.0,128786.0,1127525.0,31234,12369,22694,60613,160839,1227933 +2021-07-05,21112.0,9422.0,16590.0,51303.0,128807.0,1127609.0,31234,12369,22694,60613,160839,1227933 +2021-07-06,21126.0,9422.0,16597.0,51331.0,128821.0,1127721.0,31234,12369,22694,60613,160839,1227933 +2021-07-07,21140.0,9429.0,16611.0,51359.0,128856.0,1127854.0,31234,12369,22694,60613,160839,1227933 +2021-07-08,21154.0,9436.0,16618.0,51394.0,128884.0,1128015.0,31234,12369,22694,60613,160839,1227933 +2021-07-09,21168.0,9436.0,16618.0,51429.0,128905.0,1128169.0,31234,12369,22694,60613,160839,1227933 +2021-07-10,21189.0,9443.0,16639.0,51457.0,128933.0,1128358.0,31234,12369,22694,60613,160839,1227933 +2021-07-11,21203.0,9450.0,16646.0,51471.0,128954.0,1128449.0,31234,12369,22694,60613,160839,1227933 +2021-07-12,21210.0,9450.0,16653.0,51485.0,128975.0,1128526.0,31234,12369,22694,60613,160839,1227933 +2021-07-13,21224.0,9450.0,16667.0,51492.0,128982.0,1128617.0,31234,12369,22694,60613,160839,1227933 +2021-07-14,21238.0,9457.0,16674.0,51520.0,129010.0,1128722.0,31234,12369,22694,60613,160839,1227933 +2021-07-15,21252.0,9464.0,16688.0,51555.0,129038.0,1128869.0,31234,12369,22694,60613,160839,1227933 +2021-07-16,21273.0,9464.0,16695.0,51569.0,129059.0,1129009.0,31234,12369,22694,60613,160839,1227933 +2021-07-17,21308.0,9471.0,16709.0,51604.0,129094.0,1129226.0,31234,12369,22694,60613,160839,1227933 +2021-07-18,21315.0,9471.0,16716.0,51618.0,129108.0,1129310.0,31234,12369,22694,60613,160839,1227933 +2021-07-19,21315.0,9478.0,16723.0,51625.0,129129.0,1129387.0,31234,12369,22694,60613,160839,1227933 +2021-07-20,21322.0,9478.0,16730.0,51632.0,129150.0,1129471.0,31234,12369,22694,60613,160839,1227933 +2021-07-21,21336.0,9485.0,16737.0,51639.0,129178.0,1129590.0,31234,12369,22694,60613,160839,1227933 +2021-07-22,21343.0,9485.0,16744.0,51653.0,129199.0,1129709.0,31234,12369,22694,60613,160839,1227933 +2021-07-23,21350.0,9492.0,16765.0,51660.0,129213.0,1129814.0,31234,12369,22694,60613,160839,1227933 +2021-07-24,21364.0,9492.0,16765.0,51688.0,129234.0,1129954.0,31234,12369,22694,60613,160839,1227933 +2021-07-25,21371.0,9499.0,16772.0,51688.0,129248.0,1130024.0,31234,12369,22694,60613,160839,1227933 +2021-07-26,21385.0,9499.0,16779.0,51702.0,129262.0,1130080.0,31234,12369,22694,60613,160839,1227933 +2021-07-27,21399.0,9506.0,16793.0,51716.0,129283.0,1130143.0,31234,12369,22694,60613,160839,1227933 +2021-07-28,21406.0,9513.0,16800.0,51730.0,129297.0,1130220.0,31234,12369,22694,60613,160839,1227933 +2021-07-29,21420.0,9520.0,16807.0,51744.0,129318.0,1130304.0,31234,12369,22694,60613,160839,1227933 +2021-07-30,21434.0,9520.0,16821.0,51765.0,129332.0,1130395.0,31234,12369,22694,60613,160839,1227933 +2021-07-31,21441.0,9527.0,16821.0,51779.0,129360.0,1130493.0,31234,12369,22694,60613,160839,1227933 +2021-08-01,21448.0,9527.0,16828.0,51793.0,129360.0,1130542.0,31234,12369,22694,60613,160839,1227933 +2021-08-02,21455.0,9527.0,16835.0,51807.0,129374.0,1130598.0,31234,12369,22694,60613,160839,1227933 +2021-08-03,21476.0,9534.0,16842.0,51821.0,129388.0,1130654.0,31234,12369,22694,60613,160839,1227933 +2021-08-04,21483.0,9534.0,16842.0,51835.0,129402.0,1130738.0,31234,12369,22694,60613,160839,1227933 +2021-08-05,21490.0,9534.0,16849.0,51842.0,129423.0,1130822.0,31234,12369,22694,60613,160839,1227933 +2021-08-06,21511.0,9541.0,16863.0,51863.0,129437.0,1130920.0,31234,12369,22694,60613,160839,1227933 +2021-08-07,21525.0,9548.0,16870.0,51877.0,129458.0,1131018.0,31234,12369,22694,60613,160839,1227933 +2021-08-08,21525.0,9548.0,16870.0,51891.0,129465.0,1131081.0,31234,12369,22694,60613,160839,1227933 +2021-08-09,21532.0,9548.0,16877.0,51905.0,129479.0,1131137.0,31234,12369,22694,60613,160839,1227933 +2021-08-10,21546.0,9555.0,16884.0,51926.0,129493.0,1131207.0,31234,12369,22694,60613,160839,1227933 +2021-08-11,21560.0,9555.0,16891.0,51940.0,129507.0,1131291.0,31234,12369,22694,60613,160839,1227933 +2021-08-12,21567.0,9562.0,16898.0,51954.0,129521.0,1131361.0,31234,12369,22694,60613,160839,1227933 +2021-08-13,21567.0,9562.0,16898.0,51961.0,129528.0,1131424.0,31234,12369,22694,60613,160839,1227933 +2021-08-14,21581.0,9562.0,16905.0,51975.0,129549.0,1131508.0,31234,12369,22694,60613,160839,1227933 +2021-08-15,21581.0,9562.0,16912.0,51975.0,129556.0,1131543.0,31234,12369,22694,60613,160839,1227933 +2021-08-16,21595.0,9562.0,16912.0,51989.0,129563.0,1131585.0,31234,12369,22694,60613,160839,1227933 +2021-08-17,21602.0,9562.0,16919.0,51996.0,129570.0,1131641.0,31234,12369,22694,60613,160839,1227933 +2021-08-18,21609.0,9569.0,16926.0,52010.0,129584.0,1131697.0,31234,12369,22694,60613,160839,1227933 +2021-08-19,21623.0,9569.0,16933.0,52017.0,129598.0,1131767.0,31234,12369,22694,60613,160839,1227933 +2021-08-20,21637.0,9576.0,16940.0,52031.0,129612.0,1131823.0,31234,12369,22694,60613,160839,1227933 +2021-08-21,21644.0,9576.0,16940.0,52045.0,129626.0,1131907.0,31234,12369,22694,60613,160839,1227933 +2021-08-22,21651.0,9576.0,16940.0,52052.0,129633.0,1131935.0,31234,12369,22694,60613,160839,1227933 +2021-08-23,21658.0,9576.0,16940.0,52066.0,129647.0,1131984.0,31234,12369,22694,60613,160839,1227933 +2021-08-24,21672.0,9583.0,16947.0,52087.0,129661.0,1132026.0,31234,12369,22694,60613,160839,1227933 +2021-08-25,21679.0,9590.0,16954.0,52101.0,129668.0,1132082.0,31234,12369,22694,60613,160839,1227933 +2021-08-26,21693.0,9590.0,16954.0,52115.0,129682.0,1132152.0,31234,12369,22694,60613,160839,1227933 +2021-08-27,21700.0,9597.0,16961.0,52122.0,129696.0,1132208.0,31234,12369,22694,60613,160839,1227933 +2021-08-28,21700.0,9597.0,16968.0,52136.0,129710.0,1132250.0,31234,12369,22694,60613,160839,1227933 +2021-08-29,21707.0,9597.0,16968.0,52136.0,129717.0,1132285.0,31234,12369,22694,60613,160839,1227933 +2021-08-30,21707.0,9597.0,16968.0,52143.0,129717.0,1132299.0,31234,12369,22694,60613,160839,1227933 +2021-08-31,21714.0,9604.0,16975.0,52150.0,129724.0,1132341.0,31234,12369,22694,60613,160839,1227933 +2021-09-01,21721.0,9604.0,16975.0,52164.0,129731.0,1132404.0,31234,12369,22694,60613,160839,1227933 diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 55-59 population by imd categories_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 55-59 population by imd categories_tpp.csv index a2b3a08..bd15aba 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 55-59 population by imd categories_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 55-59 population by imd categories_tpp.csv @@ -1,261 +1,274 @@ covid_vacc_date,1 Most deprived,2,3,4,5 Least deprived,Unknown,1 Most deprived_total,2_total,3_total,4_total,5 Least deprived_total,Unknown_total -2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,245140,276339,325962,326102,310233,31542 -2020-12-02,0.0,0.0,0.0,0.0,0.0,0.0,245140,276339,325962,326102,310233,31542 -2020-12-04,0.0,0.0,0.0,0.0,0.0,0.0,245140,276339,325962,326102,310233,31542 -2020-12-06,0.0,0.0,0.0,0.0,0.0,0.0,245140,276339,325962,326102,310233,31542 -2020-12-07,0.0,0.0,0.0,0.0,0.0,0.0,245140,276339,325962,326102,310233,31542 -2020-12-08,42.0,28.0,63.0,70.0,63.0,0.0,245140,276339,325962,326102,310233,31542 -2020-12-09,126.0,105.0,154.0,168.0,168.0,7.0,245140,276339,325962,326102,310233,31542 -2020-12-10,175.0,168.0,217.0,259.0,266.0,21.0,245140,276339,325962,326102,310233,31542 -2020-12-11,224.0,245.0,308.0,336.0,371.0,21.0,245140,276339,325962,326102,310233,31542 -2020-12-12,280.0,315.0,392.0,427.0,476.0,35.0,245140,276339,325962,326102,310233,31542 -2020-12-13,322.0,364.0,469.0,511.0,532.0,42.0,245140,276339,325962,326102,310233,31542 -2020-12-14,385.0,448.0,574.0,616.0,623.0,49.0,245140,276339,325962,326102,310233,31542 -2020-12-15,469.0,560.0,735.0,777.0,798.0,63.0,245140,276339,325962,326102,310233,31542 -2020-12-16,616.0,749.0,924.0,987.0,1015.0,84.0,245140,276339,325962,326102,310233,31542 -2020-12-17,756.0,931.0,1162.0,1246.0,1337.0,105.0,245140,276339,325962,326102,310233,31542 -2020-12-18,896.0,1092.0,1393.0,1484.0,1617.0,126.0,245140,276339,325962,326102,310233,31542 -2020-12-19,1001.0,1239.0,1568.0,1673.0,1876.0,140.0,245140,276339,325962,326102,310233,31542 -2020-12-20,1148.0,1435.0,1820.0,2002.0,2205.0,189.0,245140,276339,325962,326102,310233,31542 -2020-12-21,1386.0,1694.0,2156.0,2387.0,2604.0,231.0,245140,276339,325962,326102,310233,31542 -2020-12-22,1547.0,1911.0,2457.0,2716.0,2954.0,273.0,245140,276339,325962,326102,310233,31542 -2020-12-23,1778.0,2198.0,2814.0,3136.0,3381.0,315.0,245140,276339,325962,326102,310233,31542 -2020-12-24,1876.0,2303.0,2989.0,3346.0,3605.0,329.0,245140,276339,325962,326102,310233,31542 -2020-12-25,1876.0,2303.0,2989.0,3346.0,3605.0,329.0,245140,276339,325962,326102,310233,31542 -2020-12-26,1883.0,2303.0,2996.0,3353.0,3612.0,329.0,245140,276339,325962,326102,310233,31542 -2020-12-27,1918.0,2352.0,3038.0,3416.0,3689.0,343.0,245140,276339,325962,326102,310233,31542 -2020-12-28,1960.0,2401.0,3115.0,3493.0,3780.0,350.0,245140,276339,325962,326102,310233,31542 -2020-12-29,2114.0,2597.0,3360.0,3745.0,3990.0,378.0,245140,276339,325962,326102,310233,31542 -2020-12-30,2513.0,3087.0,3948.0,4326.0,4578.0,427.0,245140,276339,325962,326102,310233,31542 -2020-12-31,2905.0,3542.0,4466.0,4956.0,5166.0,476.0,245140,276339,325962,326102,310233,31542 -2021-01-01,2982.0,3661.0,4606.0,5082.0,5306.0,497.0,245140,276339,325962,326102,310233,31542 -2021-01-02,3108.0,3794.0,4774.0,5236.0,5467.0,511.0,245140,276339,325962,326102,310233,31542 -2021-01-03,3171.0,3906.0,4879.0,5369.0,5614.0,518.0,245140,276339,325962,326102,310233,31542 -2021-01-04,3318.0,4074.0,5117.0,5635.0,5915.0,532.0,245140,276339,325962,326102,310233,31542 -2021-01-05,3591.0,4480.0,5579.0,6188.0,6440.0,588.0,245140,276339,325962,326102,310233,31542 -2021-01-06,3962.0,4998.0,6279.0,6937.0,7119.0,644.0,245140,276339,325962,326102,310233,31542 -2021-01-07,4613.0,5873.0,7322.0,7973.0,8176.0,728.0,245140,276339,325962,326102,310233,31542 -2021-01-08,5264.0,6797.0,8442.0,9065.0,9317.0,833.0,245140,276339,325962,326102,310233,31542 -2021-01-09,5866.0,7567.0,9422.0,10045.0,10395.0,917.0,245140,276339,325962,326102,310233,31542 -2021-01-10,6209.0,8001.0,9947.0,10654.0,11025.0,987.0,245140,276339,325962,326102,310233,31542 -2021-01-11,6706.0,8645.0,10745.0,11543.0,11942.0,1071.0,245140,276339,325962,326102,310233,31542 -2021-01-12,7420.0,9569.0,11837.0,12614.0,12999.0,1190.0,245140,276339,325962,326102,310233,31542 -2021-01-13,8288.0,10542.0,12943.0,13797.0,14154.0,1316.0,245140,276339,325962,326102,310233,31542 -2021-01-14,9121.0,11536.0,14273.0,15162.0,15463.0,1435.0,245140,276339,325962,326102,310233,31542 -2021-01-15,10010.0,12740.0,15792.0,16604.0,16905.0,1575.0,245140,276339,325962,326102,310233,31542 -2021-01-16,10815.0,13699.0,17094.0,17920.0,18151.0,1708.0,245140,276339,325962,326102,310233,31542 -2021-01-17,11326.0,14329.0,17969.0,18830.0,19012.0,1785.0,245140,276339,325962,326102,310233,31542 -2021-01-18,11991.0,15092.0,18921.0,19782.0,20020.0,1876.0,245140,276339,325962,326102,310233,31542 -2021-01-19,12684.0,15932.0,20034.0,20951.0,21182.0,1981.0,245140,276339,325962,326102,310233,31542 -2021-01-20,13524.0,16912.0,21308.0,22267.0,22358.0,2093.0,245140,276339,325962,326102,310233,31542 -2021-01-21,14455.0,17899.0,22554.0,23569.0,23590.0,2226.0,245140,276339,325962,326102,310233,31542 -2021-01-22,15470.0,19103.0,23989.0,25025.0,24983.0,2338.0,245140,276339,325962,326102,310233,31542 -2021-01-23,16219.0,20034.0,25228.0,26194.0,26152.0,2443.0,245140,276339,325962,326102,310233,31542 -2021-01-24,16695.0,20657.0,25963.0,26964.0,26775.0,2499.0,245140,276339,325962,326102,310233,31542 -2021-01-25,17220.0,21371.0,26810.0,27839.0,27608.0,2576.0,245140,276339,325962,326102,310233,31542 -2021-01-26,17913.0,22225.0,27741.0,28728.0,28483.0,2667.0,245140,276339,325962,326102,310233,31542 -2021-01-27,18536.0,23037.0,28658.0,29603.0,29281.0,2737.0,245140,276339,325962,326102,310233,31542 -2021-01-28,19180.0,23856.0,29575.0,30555.0,30135.0,2821.0,245140,276339,325962,326102,310233,31542 -2021-01-29,19901.0,24717.0,30597.0,31647.0,31206.0,2940.0,245140,276339,325962,326102,310233,31542 -2021-01-30,20496.0,25466.0,31458.0,32501.0,32032.0,3024.0,245140,276339,325962,326102,310233,31542 -2021-01-31,20909.0,25977.0,32067.0,33096.0,32641.0,3094.0,245140,276339,325962,326102,310233,31542 -2021-02-01,21336.0,26467.0,32634.0,33684.0,33201.0,3143.0,245140,276339,325962,326102,310233,31542 -2021-02-02,21770.0,27027.0,33292.0,34377.0,33838.0,3192.0,245140,276339,325962,326102,310233,31542 -2021-02-03,22309.0,27657.0,34034.0,35105.0,34531.0,3283.0,245140,276339,325962,326102,310233,31542 -2021-02-04,22897.0,28350.0,34832.0,35889.0,35266.0,3374.0,245140,276339,325962,326102,310233,31542 -2021-02-05,23492.0,29092.0,35623.0,36729.0,35952.0,3451.0,245140,276339,325962,326102,310233,31542 -2021-02-06,24024.0,29778.0,36421.0,37506.0,36680.0,3535.0,245140,276339,325962,326102,310233,31542 -2021-02-07,24353.0,30163.0,36911.0,37975.0,37114.0,3584.0,245140,276339,325962,326102,310233,31542 -2021-02-08,24724.0,30548.0,37352.0,38395.0,37499.0,3626.0,245140,276339,325962,326102,310233,31542 -2021-02-09,25186.0,31059.0,37919.0,38997.0,38059.0,3696.0,245140,276339,325962,326102,310233,31542 -2021-02-10,25816.0,31738.0,38689.0,39697.0,38731.0,3780.0,245140,276339,325962,326102,310233,31542 -2021-02-11,26691.0,32718.0,39725.0,40677.0,39578.0,3899.0,245140,276339,325962,326102,310233,31542 -2021-02-12,27699.0,33901.0,41097.0,42091.0,40887.0,4025.0,245140,276339,325962,326102,310233,31542 -2021-02-13,28644.0,35147.0,42518.0,43421.0,42084.0,4137.0,245140,276339,325962,326102,310233,31542 -2021-02-14,29190.0,35931.0,43526.0,44317.0,43078.0,4214.0,245140,276339,325962,326102,310233,31542 -2021-02-15,30016.0,36729.0,44443.0,45206.0,43806.0,4291.0,245140,276339,325962,326102,310233,31542 -2021-02-16,32046.0,38759.0,46746.0,47460.0,45822.0,4529.0,245140,276339,325962,326102,310233,31542 -2021-02-17,35693.0,42665.0,51422.0,51436.0,49672.0,5033.0,245140,276339,325962,326102,310233,31542 -2021-02-18,39046.0,46326.0,55958.0,55846.0,53130.0,5488.0,245140,276339,325962,326102,310233,31542 -2021-02-19,41937.0,49329.0,59192.0,58954.0,55993.0,5810.0,245140,276339,325962,326102,310233,31542 -2021-02-20,44450.0,52038.0,62384.0,62370.0,59451.0,6132.0,245140,276339,325962,326102,310233,31542 -2021-02-21,45507.0,53060.0,63644.0,63392.0,60466.0,6265.0,245140,276339,325962,326102,310233,31542 -2021-02-22,46900.0,54369.0,65058.0,64666.0,61572.0,6405.0,245140,276339,325962,326102,310233,31542 -2021-02-23,49693.0,57442.0,68691.0,68488.0,64743.0,6741.0,245140,276339,325962,326102,310233,31542 -2021-02-24,53382.0,61684.0,73752.0,73073.0,68873.0,7126.0,245140,276339,325962,326102,310233,31542 -2021-02-25,57323.0,66010.0,79037.0,78281.0,73171.0,7644.0,245140,276339,325962,326102,310233,31542 -2021-02-26,61271.0,70658.0,84847.0,83804.0,78141.0,8169.0,245140,276339,325962,326102,310233,31542 -2021-02-27,64659.0,74368.0,88872.0,87710.0,82446.0,8610.0,245140,276339,325962,326102,310233,31542 -2021-02-28,65842.0,75761.0,90391.0,88858.0,83713.0,8750.0,245140,276339,325962,326102,310233,31542 -2021-03-01,66682.0,76783.0,91532.0,89831.0,84819.0,8869.0,245140,276339,325962,326102,310233,31542 -2021-03-02,67844.0,78099.0,92988.0,91203.0,85932.0,8974.0,245140,276339,325962,326102,310233,31542 -2021-03-03,69825.0,80451.0,95564.0,93779.0,88088.0,9212.0,245140,276339,325962,326102,310233,31542 -2021-03-04,72653.0,83475.0,98791.0,97181.0,91203.0,9541.0,245140,276339,325962,326102,310233,31542 -2021-03-05,75698.0,86968.0,103194.0,101710.0,95382.0,9912.0,245140,276339,325962,326102,310233,31542 -2021-03-06,79261.0,90622.0,107933.0,106715.0,100128.0,10318.0,245140,276339,325962,326102,310233,31542 -2021-03-07,80668.0,91868.0,109466.0,108038.0,101605.0,10479.0,245140,276339,325962,326102,310233,31542 -2021-03-08,82236.0,93345.0,111496.0,110173.0,103495.0,10780.0,245140,276339,325962,326102,310233,31542 -2021-03-09,84791.0,96019.0,114366.0,113064.0,106358.0,11235.0,245140,276339,325962,326102,310233,31542 -2021-03-10,87143.0,99197.0,118447.0,117089.0,110915.0,11585.0,245140,276339,325962,326102,310233,31542 -2021-03-11,90454.0,102816.0,123207.0,122444.0,116018.0,12166.0,245140,276339,325962,326102,310233,31542 -2021-03-12,96012.0,108836.0,130732.0,130354.0,124684.0,12852.0,245140,276339,325962,326102,310233,31542 -2021-03-13,105070.0,119049.0,144368.0,143395.0,137753.0,14154.0,245140,276339,325962,326102,310233,31542 -2021-03-14,109564.0,124586.0,150738.0,150577.0,145250.0,14882.0,245140,276339,325962,326102,310233,31542 -2021-03-15,116704.0,134050.0,163177.0,163506.0,158606.0,16149.0,245140,276339,325962,326102,310233,31542 -2021-03-16,123837.0,144207.0,177037.0,178997.0,174692.0,17311.0,245140,276339,325962,326102,310233,31542 -2021-03-17,130949.0,153566.0,189875.0,192899.0,188944.0,18382.0,245140,276339,325962,326102,310233,31542 -2021-03-18,138054.0,162848.0,202608.0,206689.0,202818.0,19495.0,245140,276339,325962,326102,310233,31542 -2021-03-19,145628.0,173439.0,216853.0,221578.0,217525.0,20671.0,245140,276339,325962,326102,310233,31542 -2021-03-20,155946.0,186648.0,233373.0,237895.0,232967.0,22211.0,245140,276339,325962,326102,310233,31542 -2021-03-21,160349.0,192843.0,240919.0,245784.0,240555.0,23016.0,245140,276339,325962,326102,310233,31542 -2021-03-22,163940.0,198128.0,247352.0,252490.0,247177.0,23576.0,245140,276339,325962,326102,310233,31542 -2021-03-23,167615.0,202426.0,252798.0,258559.0,253078.0,24066.0,245140,276339,325962,326102,310233,31542 -2021-03-24,170877.0,206325.0,257523.0,263487.0,257978.0,24486.0,245140,276339,325962,326102,310233,31542 -2021-03-25,173838.0,209832.0,261604.0,268163.0,262521.0,24885.0,245140,276339,325962,326102,310233,31542 -2021-03-26,177086.0,213640.0,266322.0,273049.0,267134.0,25277.0,245140,276339,325962,326102,310233,31542 -2021-03-27,181363.0,218218.0,271593.0,278117.0,271943.0,25767.0,245140,276339,325962,326102,310233,31542 -2021-03-28,183841.0,220983.0,274400.0,280924.0,274736.0,26068.0,245140,276339,325962,326102,310233,31542 -2021-03-29,185542.0,222957.0,276612.0,283227.0,276801.0,26292.0,245140,276339,325962,326102,310233,31542 -2021-03-30,187138.0,224609.0,278453.0,285005.0,278565.0,26467.0,245140,276339,325962,326102,310233,31542 -2021-03-31,188671.0,226219.0,280203.0,286804.0,280133.0,26663.0,245140,276339,325962,326102,310233,31542 -2021-04-01,190015.0,227374.0,281288.0,287910.0,281092.0,26775.0,245140,276339,325962,326102,310233,31542 -2021-04-02,190897.0,228186.0,282177.0,288946.0,281981.0,26866.0,245140,276339,325962,326102,310233,31542 -2021-04-03,191828.0,229229.0,283220.0,289870.0,282961.0,26950.0,245140,276339,325962,326102,310233,31542 -2021-04-04,192409.0,229733.0,283703.0,290367.0,283388.0,26999.0,245140,276339,325962,326102,310233,31542 -2021-04-05,192661.0,229971.0,283899.0,290556.0,283570.0,27027.0,245140,276339,325962,326102,310233,31542 -2021-04-06,193004.0,230363.0,284228.0,290864.0,283850.0,27076.0,245140,276339,325962,326102,310233,31542 -2021-04-07,193445.0,230797.0,284620.0,291165.0,284137.0,27167.0,245140,276339,325962,326102,310233,31542 -2021-04-08,193844.0,231182.0,284935.0,291494.0,284361.0,27216.0,245140,276339,325962,326102,310233,31542 -2021-04-09,194432.0,231700.0,285362.0,291886.0,284620.0,27300.0,245140,276339,325962,326102,310233,31542 -2021-04-10,194992.0,232281.0,285775.0,292201.0,284900.0,27342.0,245140,276339,325962,326102,310233,31542 -2021-04-11,195188.0,232456.0,285915.0,292320.0,285019.0,27349.0,245140,276339,325962,326102,310233,31542 -2021-04-12,195398.0,232610.0,286048.0,292418.0,285103.0,27370.0,245140,276339,325962,326102,310233,31542 -2021-04-13,195566.0,232792.0,286181.0,292572.0,285194.0,27391.0,245140,276339,325962,326102,310233,31542 -2021-04-14,195748.0,232939.0,286328.0,292705.0,285306.0,27412.0,245140,276339,325962,326102,310233,31542 -2021-04-15,195930.0,233128.0,286482.0,292824.0,285397.0,27426.0,245140,276339,325962,326102,310233,31542 -2021-04-16,196119.0,233303.0,286636.0,292943.0,285544.0,27440.0,245140,276339,325962,326102,310233,31542 -2021-04-17,196336.0,233457.0,286804.0,293090.0,285656.0,27468.0,245140,276339,325962,326102,310233,31542 -2021-04-18,196441.0,233541.0,286902.0,293160.0,285705.0,27475.0,245140,276339,325962,326102,310233,31542 -2021-04-19,196546.0,233632.0,287000.0,293216.0,285754.0,27482.0,245140,276339,325962,326102,310233,31542 -2021-04-20,196658.0,233730.0,287063.0,293293.0,285817.0,27496.0,245140,276339,325962,326102,310233,31542 -2021-04-21,196784.0,233856.0,287161.0,293377.0,285887.0,27510.0,245140,276339,325962,326102,310233,31542 -2021-04-22,196910.0,233982.0,287280.0,293503.0,285964.0,27524.0,245140,276339,325962,326102,310233,31542 -2021-04-23,197057.0,234122.0,287364.0,293615.0,286034.0,27538.0,245140,276339,325962,326102,310233,31542 -2021-04-24,197218.0,234290.0,287511.0,293727.0,286132.0,27552.0,245140,276339,325962,326102,310233,31542 -2021-04-25,197316.0,234374.0,287574.0,293776.0,286181.0,27552.0,245140,276339,325962,326102,310233,31542 -2021-04-26,197414.0,234465.0,287665.0,293846.0,286223.0,27559.0,245140,276339,325962,326102,310233,31542 -2021-04-27,197547.0,234598.0,287770.0,293909.0,286300.0,27566.0,245140,276339,325962,326102,310233,31542 -2021-04-28,197652.0,234717.0,287868.0,293993.0,286356.0,27580.0,245140,276339,325962,326102,310233,31542 -2021-04-29,197799.0,234836.0,287966.0,294077.0,286426.0,27594.0,245140,276339,325962,326102,310233,31542 -2021-04-30,197925.0,234969.0,288092.0,294161.0,286475.0,27608.0,245140,276339,325962,326102,310233,31542 -2021-05-01,198030.0,235046.0,288176.0,294238.0,286545.0,27622.0,245140,276339,325962,326102,310233,31542 -2021-05-02,198079.0,235088.0,288232.0,294287.0,286580.0,27629.0,245140,276339,325962,326102,310233,31542 -2021-05-03,198114.0,235123.0,288260.0,294315.0,286594.0,27629.0,245140,276339,325962,326102,310233,31542 -2021-05-04,198184.0,235186.0,288309.0,294357.0,286629.0,27629.0,245140,276339,325962,326102,310233,31542 -2021-05-05,198254.0,235298.0,288407.0,294427.0,286685.0,27643.0,245140,276339,325962,326102,310233,31542 -2021-05-06,198366.0,235403.0,288512.0,294525.0,286748.0,27657.0,245140,276339,325962,326102,310233,31542 -2021-05-07,198464.0,235515.0,288617.0,294602.0,286804.0,27664.0,245140,276339,325962,326102,310233,31542 -2021-05-08,198590.0,235634.0,288722.0,294693.0,286881.0,27678.0,245140,276339,325962,326102,310233,31542 -2021-05-09,198667.0,235697.0,288785.0,294735.0,286902.0,27692.0,245140,276339,325962,326102,310233,31542 -2021-05-10,198758.0,235767.0,288855.0,294784.0,286937.0,27699.0,245140,276339,325962,326102,310233,31542 -2021-05-11,198856.0,235879.0,288967.0,294868.0,287000.0,27713.0,245140,276339,325962,326102,310233,31542 -2021-05-12,199003.0,236005.0,289100.0,294987.0,287084.0,27734.0,245140,276339,325962,326102,310233,31542 -2021-05-13,199164.0,236145.0,289261.0,295134.0,287168.0,27748.0,245140,276339,325962,326102,310233,31542 -2021-05-14,199311.0,236285.0,289380.0,295246.0,287252.0,27769.0,245140,276339,325962,326102,310233,31542 -2021-05-15,199486.0,236467.0,289527.0,295351.0,287343.0,27783.0,245140,276339,325962,326102,310233,31542 -2021-05-16,199577.0,236544.0,289611.0,295400.0,287399.0,27790.0,245140,276339,325962,326102,310233,31542 -2021-05-17,199661.0,236607.0,289674.0,295456.0,287434.0,27797.0,245140,276339,325962,326102,310233,31542 -2021-05-18,199808.0,236726.0,289772.0,295540.0,287483.0,27811.0,245140,276339,325962,326102,310233,31542 -2021-05-19,199990.0,236880.0,289919.0,295680.0,287553.0,27825.0,245140,276339,325962,326102,310233,31542 -2021-05-20,200186.0,237041.0,290052.0,295792.0,287637.0,27832.0,245140,276339,325962,326102,310233,31542 -2021-05-21,200305.0,237181.0,290171.0,295869.0,287714.0,27839.0,245140,276339,325962,326102,310233,31542 -2021-05-22,200473.0,237342.0,290311.0,295967.0,287777.0,27860.0,245140,276339,325962,326102,310233,31542 -2021-05-23,200557.0,237405.0,290374.0,296016.0,287833.0,27867.0,245140,276339,325962,326102,310233,31542 -2021-05-24,200634.0,237496.0,290451.0,296072.0,287868.0,27881.0,245140,276339,325962,326102,310233,31542 -2021-05-25,200781.0,237594.0,290563.0,296170.0,287938.0,27895.0,245140,276339,325962,326102,310233,31542 -2021-05-26,200935.0,237748.0,290682.0,296282.0,288029.0,27916.0,245140,276339,325962,326102,310233,31542 -2021-05-27,201103.0,237902.0,290815.0,296387.0,288134.0,27930.0,245140,276339,325962,326102,310233,31542 -2021-05-28,201236.0,238035.0,290920.0,296478.0,288197.0,27944.0,245140,276339,325962,326102,310233,31542 -2021-05-29,201397.0,238175.0,291039.0,296569.0,288274.0,27958.0,245140,276339,325962,326102,310233,31542 -2021-05-30,201467.0,238245.0,291123.0,296625.0,288316.0,27965.0,245140,276339,325962,326102,310233,31542 -2021-05-31,201509.0,238308.0,291179.0,296660.0,288351.0,27972.0,245140,276339,325962,326102,310233,31542 -2021-06-01,201572.0,238378.0,291235.0,296744.0,288407.0,27986.0,245140,276339,325962,326102,310233,31542 -2021-06-02,201677.0,238483.0,291305.0,296814.0,288456.0,28000.0,245140,276339,325962,326102,310233,31542 -2021-06-03,201796.0,238602.0,291403.0,296884.0,288505.0,28014.0,245140,276339,325962,326102,310233,31542 -2021-06-04,201922.0,238721.0,291501.0,296968.0,288554.0,28021.0,245140,276339,325962,326102,310233,31542 -2021-06-05,202062.0,238854.0,291606.0,297066.0,288638.0,28035.0,245140,276339,325962,326102,310233,31542 -2021-06-06,202153.0,238924.0,291676.0,297108.0,288680.0,28056.0,245140,276339,325962,326102,310233,31542 -2021-06-07,202216.0,238994.0,291739.0,297171.0,288715.0,28070.0,245140,276339,325962,326102,310233,31542 -2021-06-08,202272.0,239064.0,291795.0,297248.0,288750.0,28077.0,245140,276339,325962,326102,310233,31542 -2021-06-09,202370.0,239162.0,291872.0,297311.0,288792.0,28084.0,245140,276339,325962,326102,310233,31542 -2021-06-10,202454.0,239246.0,291942.0,297353.0,288848.0,28098.0,245140,276339,325962,326102,310233,31542 -2021-06-11,202545.0,239337.0,292026.0,297416.0,288897.0,28105.0,245140,276339,325962,326102,310233,31542 -2021-06-12,202671.0,239442.0,292110.0,297507.0,288946.0,28119.0,245140,276339,325962,326102,310233,31542 -2021-06-13,202727.0,239498.0,292173.0,297549.0,288981.0,28126.0,245140,276339,325962,326102,310233,31542 -2021-06-14,202811.0,239554.0,292215.0,297591.0,289009.0,28133.0,245140,276339,325962,326102,310233,31542 -2021-06-15,202881.0,239631.0,292264.0,297647.0,289044.0,28133.0,245140,276339,325962,326102,310233,31542 -2021-06-16,202965.0,239701.0,292334.0,297689.0,289079.0,28147.0,245140,276339,325962,326102,310233,31542 -2021-06-17,203056.0,239785.0,292390.0,297731.0,289107.0,28154.0,245140,276339,325962,326102,310233,31542 -2021-06-18,203147.0,239869.0,292460.0,297780.0,289156.0,28161.0,245140,276339,325962,326102,310233,31542 -2021-06-19,203280.0,239974.0,292544.0,297850.0,289219.0,28175.0,245140,276339,325962,326102,310233,31542 -2021-06-20,203322.0,240030.0,292565.0,297871.0,289233.0,28182.0,245140,276339,325962,326102,310233,31542 -2021-06-21,203357.0,240065.0,292600.0,297899.0,289254.0,28182.0,245140,276339,325962,326102,310233,31542 -2021-06-22,203413.0,240135.0,292656.0,297941.0,289282.0,28196.0,245140,276339,325962,326102,310233,31542 -2021-06-23,203497.0,240177.0,292705.0,297990.0,289310.0,28203.0,245140,276339,325962,326102,310233,31542 -2021-06-24,203574.0,240240.0,292761.0,298025.0,289345.0,28210.0,245140,276339,325962,326102,310233,31542 -2021-06-25,203665.0,240310.0,292817.0,298074.0,289380.0,28224.0,245140,276339,325962,326102,310233,31542 -2021-06-26,203805.0,240422.0,292922.0,298137.0,289450.0,28224.0,245140,276339,325962,326102,310233,31542 -2021-06-27,203875.0,240478.0,292971.0,298172.0,289478.0,28231.0,245140,276339,325962,326102,310233,31542 -2021-06-28,203931.0,240520.0,293013.0,298193.0,289499.0,28238.0,245140,276339,325962,326102,310233,31542 -2021-06-29,203987.0,240562.0,293055.0,298228.0,289520.0,28238.0,245140,276339,325962,326102,310233,31542 -2021-06-30,204064.0,240625.0,293104.0,298270.0,289562.0,28238.0,245140,276339,325962,326102,310233,31542 -2021-07-01,204155.0,240702.0,293153.0,298305.0,289590.0,28252.0,245140,276339,325962,326102,310233,31542 -2021-07-02,204218.0,240744.0,293188.0,298347.0,289625.0,28259.0,245140,276339,325962,326102,310233,31542 -2021-07-03,204302.0,240807.0,293237.0,298389.0,289667.0,28266.0,245140,276339,325962,326102,310233,31542 -2021-07-04,204351.0,240835.0,293265.0,298410.0,289681.0,28266.0,245140,276339,325962,326102,310233,31542 -2021-07-05,204393.0,240863.0,293293.0,298424.0,289695.0,28266.0,245140,276339,325962,326102,310233,31542 -2021-07-06,204435.0,240912.0,293335.0,298452.0,289716.0,28273.0,245140,276339,325962,326102,310233,31542 -2021-07-07,204484.0,240975.0,293391.0,298480.0,289751.0,28280.0,245140,276339,325962,326102,310233,31542 -2021-07-08,204540.0,241031.0,293440.0,298515.0,289772.0,28287.0,245140,276339,325962,326102,310233,31542 -2021-07-09,204596.0,241094.0,293489.0,298564.0,289793.0,28294.0,245140,276339,325962,326102,310233,31542 -2021-07-10,204666.0,241157.0,293559.0,298606.0,289821.0,28301.0,245140,276339,325962,326102,310233,31542 -2021-07-11,204708.0,241192.0,293580.0,298634.0,289842.0,28308.0,245140,276339,325962,326102,310233,31542 -2021-07-12,204736.0,241227.0,293608.0,298655.0,289856.0,28308.0,245140,276339,325962,326102,310233,31542 -2021-07-13,204764.0,241262.0,293643.0,298683.0,289877.0,28308.0,245140,276339,325962,326102,310233,31542 -2021-07-14,204806.0,241297.0,293685.0,298711.0,289898.0,28315.0,245140,276339,325962,326102,310233,31542 -2021-07-15,204869.0,241353.0,293734.0,298746.0,289919.0,28322.0,245140,276339,325962,326102,310233,31542 -2021-07-16,204932.0,241402.0,293783.0,298767.0,289947.0,28329.0,245140,276339,325962,326102,310233,31542 -2021-07-17,205023.0,241486.0,293860.0,298816.0,289982.0,28329.0,245140,276339,325962,326102,310233,31542 -2021-07-18,205058.0,241514.0,293881.0,298830.0,289996.0,28336.0,245140,276339,325962,326102,310233,31542 -2021-07-19,205093.0,241542.0,293909.0,298851.0,290010.0,28336.0,245140,276339,325962,326102,310233,31542 -2021-07-20,205121.0,241570.0,293944.0,298872.0,290031.0,28343.0,245140,276339,325962,326102,310233,31542 -2021-07-21,205177.0,241605.0,293986.0,298893.0,290052.0,28343.0,245140,276339,325962,326102,310233,31542 -2021-07-22,205233.0,241640.0,294014.0,298907.0,290066.0,28350.0,245140,276339,325962,326102,310233,31542 -2021-07-23,205275.0,241675.0,294049.0,298935.0,290087.0,28357.0,245140,276339,325962,326102,310233,31542 -2021-07-24,205338.0,241717.0,294091.0,298963.0,290115.0,28357.0,245140,276339,325962,326102,310233,31542 -2021-07-25,205373.0,241745.0,294119.0,298984.0,290122.0,28357.0,245140,276339,325962,326102,310233,31542 -2021-07-26,205387.0,241780.0,294133.0,299005.0,290136.0,28364.0,245140,276339,325962,326102,310233,31542 -2021-07-27,205436.0,241801.0,294154.0,299019.0,290150.0,28364.0,245140,276339,325962,326102,310233,31542 -2021-07-28,205471.0,241836.0,294175.0,299040.0,290157.0,28364.0,245140,276339,325962,326102,310233,31542 -2021-07-29,205520.0,241864.0,294196.0,299061.0,290178.0,28364.0,245140,276339,325962,326102,310233,31542 -2021-07-30,205562.0,241892.0,294231.0,299089.0,290192.0,28371.0,245140,276339,325962,326102,310233,31542 -2021-07-31,205611.0,241934.0,294259.0,299110.0,290206.0,28371.0,245140,276339,325962,326102,310233,31542 -2021-08-01,205632.0,241962.0,294280.0,299117.0,290213.0,28378.0,245140,276339,325962,326102,310233,31542 -2021-08-02,205653.0,241976.0,294294.0,299138.0,290227.0,28378.0,245140,276339,325962,326102,310233,31542 -2021-08-03,205695.0,242004.0,294315.0,299159.0,290241.0,28378.0,245140,276339,325962,326102,310233,31542 -2021-08-04,205730.0,242032.0,294343.0,299180.0,290248.0,28385.0,245140,276339,325962,326102,310233,31542 -2021-08-05,205772.0,242060.0,294364.0,299194.0,290269.0,28385.0,245140,276339,325962,326102,310233,31542 -2021-08-06,205821.0,242095.0,294392.0,299215.0,290290.0,28385.0,245140,276339,325962,326102,310233,31542 -2021-08-07,205863.0,242137.0,294427.0,299243.0,290304.0,28392.0,245140,276339,325962,326102,310233,31542 -2021-08-08,205891.0,242158.0,294441.0,299264.0,290311.0,28392.0,245140,276339,325962,326102,310233,31542 -2021-08-09,205919.0,242179.0,294469.0,299278.0,290325.0,28392.0,245140,276339,325962,326102,310233,31542 -2021-08-10,205947.0,242207.0,294497.0,299299.0,290332.0,28399.0,245140,276339,325962,326102,310233,31542 -2021-08-11,205989.0,242235.0,294518.0,299320.0,290346.0,28399.0,245140,276339,325962,326102,310233,31542 -2021-08-12,206024.0,242270.0,294532.0,299334.0,290360.0,28399.0,245140,276339,325962,326102,310233,31542 -2021-08-13,206052.0,242284.0,294560.0,299348.0,290374.0,28399.0,245140,276339,325962,326102,310233,31542 -2021-08-14,206094.0,242319.0,294588.0,299362.0,290388.0,28399.0,245140,276339,325962,326102,310233,31542 -2021-08-15,206101.0,242333.0,294595.0,299376.0,290388.0,28406.0,245140,276339,325962,326102,310233,31542 -2021-08-16,206129.0,242347.0,294609.0,299390.0,290402.0,28406.0,245140,276339,325962,326102,310233,31542 -2021-08-17,206150.0,242368.0,294623.0,299404.0,290409.0,28406.0,245140,276339,325962,326102,310233,31542 -2021-08-18,206171.0,242382.0,294658.0,299411.0,290423.0,28406.0,245140,276339,325962,326102,310233,31542 -2021-08-19,206178.0,242389.0,294658.0,299411.0,290423.0,28406.0,245140,276339,325962,326102,310233,31542 +2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,245070,276500,326137,326179,310135,31661 +2020-12-02,0.0,0.0,0.0,0.0,0.0,0.0,245070,276500,326137,326179,310135,31661 +2020-12-04,0.0,0.0,0.0,0.0,0.0,0.0,245070,276500,326137,326179,310135,31661 +2020-12-06,0.0,0.0,0.0,0.0,0.0,0.0,245070,276500,326137,326179,310135,31661 +2020-12-07,0.0,0.0,0.0,0.0,0.0,0.0,245070,276500,326137,326179,310135,31661 +2020-12-08,42.0,28.0,63.0,70.0,63.0,0.0,245070,276500,326137,326179,310135,31661 +2020-12-09,126.0,105.0,154.0,168.0,168.0,7.0,245070,276500,326137,326179,310135,31661 +2020-12-10,175.0,175.0,217.0,259.0,266.0,21.0,245070,276500,326137,326179,310135,31661 +2020-12-11,224.0,245.0,301.0,343.0,371.0,28.0,245070,276500,326137,326179,310135,31661 +2020-12-12,280.0,322.0,392.0,434.0,476.0,35.0,245070,276500,326137,326179,310135,31661 +2020-12-13,322.0,364.0,462.0,511.0,532.0,42.0,245070,276500,326137,326179,310135,31661 +2020-12-14,385.0,448.0,567.0,623.0,623.0,49.0,245070,276500,326137,326179,310135,31661 +2020-12-15,469.0,560.0,735.0,784.0,798.0,63.0,245070,276500,326137,326179,310135,31661 +2020-12-16,609.0,749.0,917.0,994.0,1015.0,84.0,245070,276500,326137,326179,310135,31661 +2020-12-17,749.0,931.0,1155.0,1246.0,1337.0,105.0,245070,276500,326137,326179,310135,31661 +2020-12-18,889.0,1092.0,1386.0,1491.0,1617.0,126.0,245070,276500,326137,326179,310135,31661 +2020-12-19,1001.0,1239.0,1568.0,1680.0,1876.0,140.0,245070,276500,326137,326179,310135,31661 +2020-12-20,1148.0,1435.0,1813.0,2009.0,2205.0,189.0,245070,276500,326137,326179,310135,31661 +2020-12-21,1386.0,1694.0,2142.0,2394.0,2604.0,238.0,245070,276500,326137,326179,310135,31661 +2020-12-22,1540.0,1911.0,2443.0,2723.0,2954.0,273.0,245070,276500,326137,326179,310135,31661 +2020-12-23,1778.0,2191.0,2800.0,3150.0,3381.0,315.0,245070,276500,326137,326179,310135,31661 +2020-12-24,1869.0,2303.0,2975.0,3353.0,3605.0,336.0,245070,276500,326137,326179,310135,31661 +2020-12-25,1876.0,2303.0,2982.0,3353.0,3605.0,336.0,245070,276500,326137,326179,310135,31661 +2020-12-26,1883.0,2303.0,2982.0,3360.0,3619.0,336.0,245070,276500,326137,326179,310135,31661 +2020-12-27,1911.0,2352.0,3024.0,3423.0,3689.0,343.0,245070,276500,326137,326179,310135,31661 +2020-12-28,1953.0,2401.0,3101.0,3507.0,3787.0,350.0,245070,276500,326137,326179,310135,31661 +2020-12-29,2114.0,2597.0,3346.0,3752.0,3990.0,385.0,245070,276500,326137,326179,310135,31661 +2020-12-30,2506.0,3087.0,3934.0,4340.0,4578.0,434.0,245070,276500,326137,326179,310135,31661 +2020-12-31,2898.0,3542.0,4459.0,4963.0,5166.0,476.0,245070,276500,326137,326179,310135,31661 +2021-01-01,2982.0,3661.0,4599.0,5089.0,5313.0,497.0,245070,276500,326137,326179,310135,31661 +2021-01-02,3101.0,3794.0,4760.0,5243.0,5474.0,511.0,245070,276500,326137,326179,310135,31661 +2021-01-03,3171.0,3899.0,4872.0,5376.0,5621.0,518.0,245070,276500,326137,326179,310135,31661 +2021-01-04,3318.0,4074.0,5103.0,5642.0,5915.0,539.0,245070,276500,326137,326179,310135,31661 +2021-01-05,3591.0,4480.0,5572.0,6195.0,6447.0,588.0,245070,276500,326137,326179,310135,31661 +2021-01-06,3962.0,4991.0,6272.0,6944.0,7119.0,644.0,245070,276500,326137,326179,310135,31661 +2021-01-07,4613.0,5873.0,7315.0,7987.0,8176.0,728.0,245070,276500,326137,326179,310135,31661 +2021-01-08,5257.0,6790.0,8435.0,9072.0,9324.0,840.0,245070,276500,326137,326179,310135,31661 +2021-01-09,5859.0,7567.0,9415.0,10059.0,10402.0,917.0,245070,276500,326137,326179,310135,31661 +2021-01-10,6202.0,8001.0,9940.0,10661.0,11032.0,994.0,245070,276500,326137,326179,310135,31661 +2021-01-11,6706.0,8645.0,10731.0,11550.0,11949.0,1078.0,245070,276500,326137,326179,310135,31661 +2021-01-12,7420.0,9569.0,11830.0,12621.0,13006.0,1190.0,245070,276500,326137,326179,310135,31661 +2021-01-13,8288.0,10542.0,12936.0,13804.0,14161.0,1323.0,245070,276500,326137,326179,310135,31661 +2021-01-14,9114.0,11536.0,14273.0,15169.0,15470.0,1442.0,245070,276500,326137,326179,310135,31661 +2021-01-15,10010.0,12740.0,15792.0,16618.0,16905.0,1582.0,245070,276500,326137,326179,310135,31661 +2021-01-16,10815.0,13699.0,17094.0,17934.0,18158.0,1715.0,245070,276500,326137,326179,310135,31661 +2021-01-17,11326.0,14336.0,17969.0,18837.0,19012.0,1785.0,245070,276500,326137,326179,310135,31661 +2021-01-18,11991.0,15092.0,18921.0,19789.0,20027.0,1876.0,245070,276500,326137,326179,310135,31661 +2021-01-19,12691.0,15939.0,20034.0,20958.0,21182.0,1981.0,245070,276500,326137,326179,310135,31661 +2021-01-20,13524.0,16926.0,21308.0,22274.0,22358.0,2100.0,245070,276500,326137,326179,310135,31661 +2021-01-21,14448.0,17906.0,22554.0,23583.0,23583.0,2233.0,245070,276500,326137,326179,310135,31661 +2021-01-22,15470.0,19110.0,23975.0,25032.0,24983.0,2345.0,245070,276500,326137,326179,310135,31661 +2021-01-23,16219.0,20048.0,25228.0,26201.0,26159.0,2450.0,245070,276500,326137,326179,310135,31661 +2021-01-24,16688.0,20671.0,25956.0,26971.0,26782.0,2506.0,245070,276500,326137,326179,310135,31661 +2021-01-25,17220.0,21385.0,26810.0,27839.0,27615.0,2583.0,245070,276500,326137,326179,310135,31661 +2021-01-26,17913.0,22232.0,27741.0,28735.0,28483.0,2674.0,245070,276500,326137,326179,310135,31661 +2021-01-27,18536.0,23051.0,28658.0,29610.0,29288.0,2751.0,245070,276500,326137,326179,310135,31661 +2021-01-28,19180.0,23870.0,29575.0,30555.0,30135.0,2828.0,245070,276500,326137,326179,310135,31661 +2021-01-29,19901.0,24724.0,30597.0,31640.0,31213.0,2947.0,245070,276500,326137,326179,310135,31661 +2021-01-30,20496.0,25473.0,31465.0,32501.0,32039.0,3038.0,245070,276500,326137,326179,310135,31661 +2021-01-31,20902.0,25984.0,32074.0,33096.0,32648.0,3101.0,245070,276500,326137,326179,310135,31661 +2021-02-01,21336.0,26474.0,32648.0,33684.0,33208.0,3157.0,245070,276500,326137,326179,310135,31661 +2021-02-02,21763.0,27041.0,33299.0,34377.0,33838.0,3206.0,245070,276500,326137,326179,310135,31661 +2021-02-03,22309.0,27671.0,34034.0,35112.0,34538.0,3297.0,245070,276500,326137,326179,310135,31661 +2021-02-04,22897.0,28364.0,34839.0,35889.0,35266.0,3388.0,245070,276500,326137,326179,310135,31661 +2021-02-05,23499.0,29106.0,35630.0,36729.0,35952.0,3465.0,245070,276500,326137,326179,310135,31661 +2021-02-06,24024.0,29785.0,36428.0,37513.0,36687.0,3549.0,245070,276500,326137,326179,310135,31661 +2021-02-07,24346.0,30170.0,36918.0,37982.0,37114.0,3598.0,245070,276500,326137,326179,310135,31661 +2021-02-08,24724.0,30555.0,37352.0,38395.0,37506.0,3640.0,245070,276500,326137,326179,310135,31661 +2021-02-09,25179.0,31073.0,37926.0,38997.0,38059.0,3710.0,245070,276500,326137,326179,310135,31661 +2021-02-10,25809.0,31745.0,38689.0,39697.0,38724.0,3794.0,245070,276500,326137,326179,310135,31661 +2021-02-11,26684.0,32725.0,39725.0,40677.0,39578.0,3913.0,245070,276500,326137,326179,310135,31661 +2021-02-12,27685.0,33908.0,41104.0,42091.0,40880.0,4039.0,245070,276500,326137,326179,310135,31661 +2021-02-13,28630.0,35147.0,42525.0,43414.0,42077.0,4151.0,245070,276500,326137,326179,310135,31661 +2021-02-14,29169.0,35938.0,43526.0,44317.0,43078.0,4228.0,245070,276500,326137,326179,310135,31661 +2021-02-15,30002.0,36729.0,44450.0,45199.0,43806.0,4305.0,245070,276500,326137,326179,310135,31661 +2021-02-16,32025.0,38759.0,46746.0,47453.0,45822.0,4543.0,245070,276500,326137,326179,310135,31661 +2021-02-17,35665.0,42651.0,51422.0,51422.0,49665.0,5047.0,245070,276500,326137,326179,310135,31661 +2021-02-18,39018.0,46305.0,55958.0,55832.0,53123.0,5509.0,245070,276500,326137,326179,310135,31661 +2021-02-19,41902.0,49308.0,59178.0,58940.0,55979.0,5831.0,245070,276500,326137,326179,310135,31661 +2021-02-20,44401.0,52010.0,62370.0,62356.0,59430.0,6160.0,245070,276500,326137,326179,310135,31661 +2021-02-21,45458.0,53032.0,63623.0,63378.0,60438.0,6286.0,245070,276500,326137,326179,310135,31661 +2021-02-22,46844.0,54334.0,65037.0,64652.0,61551.0,6433.0,245070,276500,326137,326179,310135,31661 +2021-02-23,49637.0,57407.0,68670.0,68467.0,64715.0,6769.0,245070,276500,326137,326179,310135,31661 +2021-02-24,53319.0,61649.0,73738.0,73052.0,68838.0,7147.0,245070,276500,326137,326179,310135,31661 +2021-02-25,57253.0,65968.0,79016.0,78253.0,73136.0,7665.0,245070,276500,326137,326179,310135,31661 +2021-02-26,61194.0,70616.0,84812.0,83783.0,78106.0,8197.0,245070,276500,326137,326179,310135,31661 +2021-02-27,64582.0,74326.0,88837.0,87689.0,82397.0,8631.0,245070,276500,326137,326179,310135,31661 +2021-02-28,65765.0,75719.0,90349.0,88837.0,83664.0,8771.0,245070,276500,326137,326179,310135,31661 +2021-03-01,66605.0,76734.0,91490.0,89810.0,84777.0,8890.0,245070,276500,326137,326179,310135,31661 +2021-03-02,67774.0,78050.0,92946.0,91182.0,85890.0,8995.0,245070,276500,326137,326179,310135,31661 +2021-03-03,69748.0,80388.0,95522.0,93751.0,88039.0,9233.0,245070,276500,326137,326179,310135,31661 +2021-03-04,72569.0,83419.0,98749.0,97160.0,91154.0,9562.0,245070,276500,326137,326179,310135,31661 +2021-03-05,75614.0,86905.0,103138.0,101689.0,95326.0,9940.0,245070,276500,326137,326179,310135,31661 +2021-03-06,79170.0,90559.0,107870.0,106687.0,100072.0,10346.0,245070,276500,326137,326179,310135,31661 +2021-03-07,80584.0,91812.0,109410.0,108017.0,101542.0,10507.0,245070,276500,326137,326179,310135,31661 +2021-03-08,82152.0,93289.0,111440.0,110152.0,103432.0,10801.0,245070,276500,326137,326179,310135,31661 +2021-03-09,84707.0,95963.0,114317.0,113029.0,106288.0,11256.0,245070,276500,326137,326179,310135,31661 +2021-03-10,87052.0,99148.0,118398.0,117054.0,110845.0,11613.0,245070,276500,326137,326179,310135,31661 +2021-03-11,90356.0,102760.0,123165.0,122409.0,115955.0,12194.0,245070,276500,326137,326179,310135,31661 +2021-03-12,95914.0,108787.0,130690.0,130326.0,124600.0,12873.0,245070,276500,326137,326179,310135,31661 +2021-03-13,104972.0,119000.0,144319.0,143353.0,137676.0,14189.0,245070,276500,326137,326179,310135,31661 +2021-03-14,109459.0,124551.0,150696.0,150542.0,145166.0,14910.0,245070,276500,326137,326179,310135,31661 +2021-03-15,116599.0,134015.0,163135.0,163485.0,158508.0,16177.0,245070,276500,326137,326179,310135,31661 +2021-03-16,123725.0,144200.0,176995.0,178969.0,174594.0,17346.0,245070,276500,326137,326179,310135,31661 +2021-03-17,130837.0,153559.0,189826.0,192864.0,188839.0,18424.0,245070,276500,326137,326179,310135,31661 +2021-03-18,137935.0,162848.0,202559.0,206640.0,202706.0,19537.0,245070,276500,326137,326179,310135,31661 +2021-03-19,145509.0,173453.0,216832.0,221529.0,217406.0,20720.0,245070,276500,326137,326179,310135,31661 +2021-03-20,155813.0,186662.0,233366.0,237853.0,232827.0,22260.0,245070,276500,326137,326179,310135,31661 +2021-03-21,160216.0,192864.0,240919.0,245749.0,240401.0,23072.0,245070,276500,326137,326179,310135,31661 +2021-03-22,163807.0,198163.0,247352.0,252441.0,247023.0,23632.0,245070,276500,326137,326179,310135,31661 +2021-03-23,167489.0,202461.0,252805.0,258503.0,252924.0,24122.0,245070,276500,326137,326179,310135,31661 +2021-03-24,170744.0,206374.0,257530.0,263431.0,257817.0,24542.0,245070,276500,326137,326179,310135,31661 +2021-03-25,173705.0,209874.0,261618.0,268100.0,262360.0,24941.0,245070,276500,326137,326179,310135,31661 +2021-03-26,176953.0,213689.0,266336.0,272993.0,266966.0,25340.0,245070,276500,326137,326179,310135,31661 +2021-03-27,181230.0,218267.0,271621.0,278061.0,271782.0,25830.0,245070,276500,326137,326179,310135,31661 +2021-03-28,183701.0,221039.0,274428.0,280861.0,274575.0,26131.0,245070,276500,326137,326179,310135,31661 +2021-03-29,185402.0,223013.0,276647.0,283171.0,276633.0,26355.0,245070,276500,326137,326179,310135,31661 +2021-03-30,186998.0,224665.0,278488.0,284956.0,278404.0,26530.0,245070,276500,326137,326179,310135,31661 +2021-03-31,188531.0,226289.0,280245.0,286748.0,279972.0,26719.0,245070,276500,326137,326179,310135,31661 +2021-04-01,189882.0,227444.0,281337.0,287861.0,280931.0,26838.0,245070,276500,326137,326179,310135,31661 +2021-04-02,190757.0,228263.0,282226.0,288897.0,281820.0,26922.0,245070,276500,326137,326179,310135,31661 +2021-04-03,191695.0,229306.0,283276.0,289828.0,282800.0,27013.0,245070,276500,326137,326179,310135,31661 +2021-04-04,192276.0,229817.0,283766.0,290325.0,283220.0,27062.0,245070,276500,326137,326179,310135,31661 +2021-04-05,192535.0,230048.0,283962.0,290521.0,283409.0,27090.0,245070,276500,326137,326179,310135,31661 +2021-04-06,192871.0,230447.0,284291.0,290829.0,283689.0,27139.0,245070,276500,326137,326179,310135,31661 +2021-04-07,193319.0,230881.0,284683.0,291123.0,283976.0,27230.0,245070,276500,326137,326179,310135,31661 +2021-04-08,193718.0,231266.0,284991.0,291452.0,284200.0,27279.0,245070,276500,326137,326179,310135,31661 +2021-04-09,194299.0,231784.0,285418.0,291851.0,284459.0,27363.0,245070,276500,326137,326179,310135,31661 +2021-04-10,194866.0,232365.0,285838.0,292159.0,284739.0,27405.0,245070,276500,326137,326179,310135,31661 +2021-04-11,195055.0,232540.0,285978.0,292285.0,284858.0,27419.0,245070,276500,326137,326179,310135,31661 +2021-04-12,195265.0,232687.0,286111.0,292383.0,284949.0,27433.0,245070,276500,326137,326179,310135,31661 +2021-04-13,195433.0,232876.0,286251.0,292530.0,285040.0,27454.0,245070,276500,326137,326179,310135,31661 +2021-04-14,195615.0,233016.0,286391.0,292663.0,285152.0,27475.0,245070,276500,326137,326179,310135,31661 +2021-04-15,195797.0,233212.0,286538.0,292789.0,285243.0,27489.0,245070,276500,326137,326179,310135,31661 +2021-04-16,195986.0,233380.0,286692.0,292908.0,285390.0,27503.0,245070,276500,326137,326179,310135,31661 +2021-04-17,196203.0,233534.0,286860.0,293055.0,285502.0,27531.0,245070,276500,326137,326179,310135,31661 +2021-04-18,196308.0,233625.0,286958.0,293125.0,285551.0,27538.0,245070,276500,326137,326179,310135,31661 +2021-04-19,196413.0,233716.0,287056.0,293181.0,285600.0,27552.0,245070,276500,326137,326179,310135,31661 +2021-04-20,196525.0,233814.0,287119.0,293251.0,285656.0,27559.0,245070,276500,326137,326179,310135,31661 +2021-04-21,196651.0,233940.0,287217.0,293342.0,285733.0,27573.0,245070,276500,326137,326179,310135,31661 +2021-04-22,196777.0,234059.0,287336.0,293468.0,285810.0,27587.0,245070,276500,326137,326179,310135,31661 +2021-04-23,196924.0,234206.0,287420.0,293580.0,285880.0,27601.0,245070,276500,326137,326179,310135,31661 +2021-04-24,197085.0,234374.0,287567.0,293692.0,285971.0,27615.0,245070,276500,326137,326179,310135,31661 +2021-04-25,197183.0,234458.0,287630.0,293741.0,286027.0,27615.0,245070,276500,326137,326179,310135,31661 +2021-04-26,197281.0,234549.0,287721.0,293811.0,286069.0,27622.0,245070,276500,326137,326179,310135,31661 +2021-04-27,197414.0,234689.0,287826.0,293881.0,286146.0,27629.0,245070,276500,326137,326179,310135,31661 +2021-04-28,197526.0,234801.0,287924.0,293965.0,286202.0,27643.0,245070,276500,326137,326179,310135,31661 +2021-04-29,197666.0,234920.0,288022.0,294049.0,286265.0,27657.0,245070,276500,326137,326179,310135,31661 +2021-04-30,197792.0,235053.0,288148.0,294133.0,286321.0,27671.0,245070,276500,326137,326179,310135,31661 +2021-05-01,197904.0,235137.0,288232.0,294203.0,286384.0,27685.0,245070,276500,326137,326179,310135,31661 +2021-05-02,197953.0,235172.0,288288.0,294252.0,286419.0,27692.0,245070,276500,326137,326179,310135,31661 +2021-05-03,197988.0,235207.0,288309.0,294280.0,286433.0,27692.0,245070,276500,326137,326179,310135,31661 +2021-05-04,198058.0,235277.0,288365.0,294329.0,286468.0,27692.0,245070,276500,326137,326179,310135,31661 +2021-05-05,198121.0,235382.0,288456.0,294399.0,286524.0,27706.0,245070,276500,326137,326179,310135,31661 +2021-05-06,198233.0,235487.0,288561.0,294497.0,286594.0,27720.0,245070,276500,326137,326179,310135,31661 +2021-05-07,198338.0,235606.0,288673.0,294574.0,286650.0,27727.0,245070,276500,326137,326179,310135,31661 +2021-05-08,198464.0,235725.0,288771.0,294665.0,286720.0,27741.0,245070,276500,326137,326179,310135,31661 +2021-05-09,198541.0,235788.0,288834.0,294707.0,286748.0,27755.0,245070,276500,326137,326179,310135,31661 +2021-05-10,198625.0,235858.0,288911.0,294756.0,286776.0,27762.0,245070,276500,326137,326179,310135,31661 +2021-05-11,198730.0,235970.0,289023.0,294840.0,286839.0,27776.0,245070,276500,326137,326179,310135,31661 +2021-05-12,198877.0,236096.0,289156.0,294959.0,286923.0,27790.0,245070,276500,326137,326179,310135,31661 +2021-05-13,199038.0,236236.0,289310.0,295106.0,287007.0,27811.0,245070,276500,326137,326179,310135,31661 +2021-05-14,199185.0,236376.0,289436.0,295211.0,287091.0,27825.0,245070,276500,326137,326179,310135,31661 +2021-05-15,199360.0,236558.0,289583.0,295323.0,287182.0,27846.0,245070,276500,326137,326179,310135,31661 +2021-05-16,199451.0,236635.0,289660.0,295372.0,287238.0,27853.0,245070,276500,326137,326179,310135,31661 +2021-05-17,199535.0,236698.0,289723.0,295428.0,287273.0,27860.0,245070,276500,326137,326179,310135,31661 +2021-05-18,199682.0,236817.0,289821.0,295512.0,287322.0,27874.0,245070,276500,326137,326179,310135,31661 +2021-05-19,199857.0,236978.0,289968.0,295652.0,287399.0,27881.0,245070,276500,326137,326179,310135,31661 +2021-05-20,200053.0,237139.0,290101.0,295764.0,287483.0,27895.0,245070,276500,326137,326179,310135,31661 +2021-05-21,200172.0,237272.0,290227.0,295848.0,287553.0,27902.0,245070,276500,326137,326179,310135,31661 +2021-05-22,200340.0,237433.0,290360.0,295932.0,287623.0,27923.0,245070,276500,326137,326179,310135,31661 +2021-05-23,200431.0,237496.0,290430.0,295988.0,287679.0,27930.0,245070,276500,326137,326179,310135,31661 +2021-05-24,200508.0,237587.0,290500.0,296037.0,287714.0,27937.0,245070,276500,326137,326179,310135,31661 +2021-05-25,200655.0,237685.0,290612.0,296142.0,287777.0,27951.0,245070,276500,326137,326179,310135,31661 +2021-05-26,200809.0,237839.0,290731.0,296247.0,287875.0,27972.0,245070,276500,326137,326179,310135,31661 +2021-05-27,200977.0,237993.0,290864.0,296352.0,287973.0,27993.0,245070,276500,326137,326179,310135,31661 +2021-05-28,201117.0,238126.0,290969.0,296443.0,288036.0,28007.0,245070,276500,326137,326179,310135,31661 +2021-05-29,201271.0,238266.0,291088.0,296534.0,288106.0,28014.0,245070,276500,326137,326179,310135,31661 +2021-05-30,201341.0,238336.0,291172.0,296597.0,288148.0,28021.0,245070,276500,326137,326179,310135,31661 +2021-05-31,201383.0,238399.0,291228.0,296625.0,288190.0,28035.0,245070,276500,326137,326179,310135,31661 +2021-06-01,201453.0,238469.0,291284.0,296709.0,288239.0,28049.0,245070,276500,326137,326179,310135,31661 +2021-06-02,201551.0,238574.0,291354.0,296779.0,288288.0,28063.0,245070,276500,326137,326179,310135,31661 +2021-06-03,201670.0,238686.0,291459.0,296849.0,288344.0,28070.0,245070,276500,326137,326179,310135,31661 +2021-06-04,201796.0,238805.0,291550.0,296933.0,288393.0,28084.0,245070,276500,326137,326179,310135,31661 +2021-06-05,201936.0,238945.0,291655.0,297038.0,288477.0,28098.0,245070,276500,326137,326179,310135,31661 +2021-06-06,202027.0,239015.0,291725.0,297073.0,288512.0,28112.0,245070,276500,326137,326179,310135,31661 +2021-06-07,202090.0,239085.0,291788.0,297143.0,288554.0,28126.0,245070,276500,326137,326179,310135,31661 +2021-06-08,202146.0,239155.0,291851.0,297213.0,288589.0,28140.0,245070,276500,326137,326179,310135,31661 +2021-06-09,202244.0,239253.0,291921.0,297276.0,288631.0,28147.0,245070,276500,326137,326179,310135,31661 +2021-06-10,202328.0,239330.0,291991.0,297325.0,288687.0,28154.0,245070,276500,326137,326179,310135,31661 +2021-06-11,202426.0,239421.0,292075.0,297388.0,288736.0,28168.0,245070,276500,326137,326179,310135,31661 +2021-06-12,202545.0,239533.0,292166.0,297472.0,288785.0,28182.0,245070,276500,326137,326179,310135,31661 +2021-06-13,202608.0,239589.0,292222.0,297514.0,288820.0,28182.0,245070,276500,326137,326179,310135,31661 +2021-06-14,202692.0,239638.0,292264.0,297556.0,288848.0,28189.0,245070,276500,326137,326179,310135,31661 +2021-06-15,202755.0,239715.0,292313.0,297612.0,288883.0,28196.0,245070,276500,326137,326179,310135,31661 +2021-06-16,202839.0,239785.0,292383.0,297654.0,288918.0,28203.0,245070,276500,326137,326179,310135,31661 +2021-06-17,202937.0,239869.0,292439.0,297696.0,288953.0,28217.0,245070,276500,326137,326179,310135,31661 +2021-06-18,203021.0,239953.0,292509.0,297752.0,288995.0,28224.0,245070,276500,326137,326179,310135,31661 +2021-06-19,203154.0,240058.0,292593.0,297815.0,289058.0,28238.0,245070,276500,326137,326179,310135,31661 +2021-06-20,203196.0,240114.0,292614.0,297843.0,289072.0,28245.0,245070,276500,326137,326179,310135,31661 +2021-06-21,203231.0,240149.0,292649.0,297871.0,289093.0,28245.0,245070,276500,326137,326179,310135,31661 +2021-06-22,203294.0,240219.0,292712.0,297906.0,289121.0,28259.0,245070,276500,326137,326179,310135,31661 +2021-06-23,203378.0,240254.0,292754.0,297962.0,289156.0,28266.0,245070,276500,326137,326179,310135,31661 +2021-06-24,203455.0,240324.0,292810.0,297997.0,289184.0,28273.0,245070,276500,326137,326179,310135,31661 +2021-06-25,203539.0,240387.0,292873.0,298039.0,289219.0,28287.0,245070,276500,326137,326179,310135,31661 +2021-06-26,203686.0,240499.0,292978.0,298102.0,289289.0,28287.0,245070,276500,326137,326179,310135,31661 +2021-06-27,203756.0,240555.0,293020.0,298144.0,289317.0,28294.0,245070,276500,326137,326179,310135,31661 +2021-06-28,203812.0,240604.0,293069.0,298165.0,289338.0,28294.0,245070,276500,326137,326179,310135,31661 +2021-06-29,203868.0,240646.0,293111.0,298200.0,289366.0,28301.0,245070,276500,326137,326179,310135,31661 +2021-06-30,203945.0,240709.0,293153.0,298235.0,289401.0,28301.0,245070,276500,326137,326179,310135,31661 +2021-07-01,204036.0,240786.0,293202.0,298270.0,289436.0,28308.0,245070,276500,326137,326179,310135,31661 +2021-07-02,204099.0,240828.0,293244.0,298312.0,289464.0,28322.0,245070,276500,326137,326179,310135,31661 +2021-07-03,204183.0,240891.0,293293.0,298361.0,289506.0,28322.0,245070,276500,326137,326179,310135,31661 +2021-07-04,204232.0,240919.0,293314.0,298375.0,289520.0,28329.0,245070,276500,326137,326179,310135,31661 +2021-07-05,204274.0,240954.0,293349.0,298396.0,289541.0,28329.0,245070,276500,326137,326179,310135,31661 +2021-07-06,204316.0,240996.0,293391.0,298417.0,289562.0,28336.0,245070,276500,326137,326179,310135,31661 +2021-07-07,204365.0,241059.0,293447.0,298452.0,289590.0,28343.0,245070,276500,326137,326179,310135,31661 +2021-07-08,204421.0,241122.0,293496.0,298487.0,289618.0,28350.0,245070,276500,326137,326179,310135,31661 +2021-07-09,204477.0,241178.0,293545.0,298536.0,289639.0,28350.0,245070,276500,326137,326179,310135,31661 +2021-07-10,204547.0,241248.0,293615.0,298578.0,289667.0,28364.0,245070,276500,326137,326179,310135,31661 +2021-07-11,204589.0,241283.0,293636.0,298606.0,289688.0,28364.0,245070,276500,326137,326179,310135,31661 +2021-07-12,204617.0,241318.0,293664.0,298627.0,289695.0,28371.0,245070,276500,326137,326179,310135,31661 +2021-07-13,204645.0,241353.0,293699.0,298655.0,289716.0,28371.0,245070,276500,326137,326179,310135,31661 +2021-07-14,204694.0,241381.0,293741.0,298683.0,289744.0,28371.0,245070,276500,326137,326179,310135,31661 +2021-07-15,204757.0,241444.0,293797.0,298718.0,289765.0,28385.0,245070,276500,326137,326179,310135,31661 +2021-07-16,204820.0,241493.0,293839.0,298739.0,289793.0,28385.0,245070,276500,326137,326179,310135,31661 +2021-07-17,204904.0,241577.0,293916.0,298788.0,289828.0,28392.0,245070,276500,326137,326179,310135,31661 +2021-07-18,204946.0,241605.0,293944.0,298809.0,289842.0,28399.0,245070,276500,326137,326179,310135,31661 +2021-07-19,204981.0,241626.0,293965.0,298823.0,289856.0,28399.0,245070,276500,326137,326179,310135,31661 +2021-07-20,205009.0,241661.0,294007.0,298844.0,289870.0,28406.0,245070,276500,326137,326179,310135,31661 +2021-07-21,205065.0,241696.0,294042.0,298865.0,289891.0,28406.0,245070,276500,326137,326179,310135,31661 +2021-07-22,205121.0,241731.0,294077.0,298879.0,289912.0,28413.0,245070,276500,326137,326179,310135,31661 +2021-07-23,205170.0,241759.0,294112.0,298907.0,289933.0,28413.0,245070,276500,326137,326179,310135,31661 +2021-07-24,205226.0,241808.0,294154.0,298942.0,289954.0,28420.0,245070,276500,326137,326179,310135,31661 +2021-07-25,205261.0,241829.0,294182.0,298956.0,289961.0,28420.0,245070,276500,326137,326179,310135,31661 +2021-07-26,205275.0,241864.0,294196.0,298977.0,289975.0,28420.0,245070,276500,326137,326179,310135,31661 +2021-07-27,205324.0,241892.0,294217.0,298991.0,289989.0,28427.0,245070,276500,326137,326179,310135,31661 +2021-07-28,205359.0,241927.0,294238.0,299012.0,290003.0,28427.0,245070,276500,326137,326179,310135,31661 +2021-07-29,205408.0,241955.0,294259.0,299040.0,290017.0,28427.0,245070,276500,326137,326179,310135,31661 +2021-07-30,205450.0,241983.0,294294.0,299061.0,290038.0,28434.0,245070,276500,326137,326179,310135,31661 +2021-07-31,205499.0,242025.0,294322.0,299082.0,290052.0,28434.0,245070,276500,326137,326179,310135,31661 +2021-08-01,205520.0,242046.0,294336.0,299096.0,290059.0,28434.0,245070,276500,326137,326179,310135,31661 +2021-08-02,205541.0,242067.0,294357.0,299110.0,290073.0,28441.0,245070,276500,326137,326179,310135,31661 +2021-08-03,205583.0,242095.0,294378.0,299131.0,290087.0,28441.0,245070,276500,326137,326179,310135,31661 +2021-08-04,205618.0,242123.0,294399.0,299152.0,290094.0,28441.0,245070,276500,326137,326179,310135,31661 +2021-08-05,205660.0,242151.0,294420.0,299173.0,290115.0,28448.0,245070,276500,326137,326179,310135,31661 +2021-08-06,205709.0,242186.0,294455.0,299187.0,290136.0,28448.0,245070,276500,326137,326179,310135,31661 +2021-08-07,205758.0,242235.0,294483.0,299215.0,290150.0,28455.0,245070,276500,326137,326179,310135,31661 +2021-08-08,205779.0,242249.0,294497.0,299236.0,290157.0,28455.0,245070,276500,326137,326179,310135,31661 +2021-08-09,205814.0,242270.0,294525.0,299250.0,290164.0,28455.0,245070,276500,326137,326179,310135,31661 +2021-08-10,205842.0,242298.0,294553.0,299271.0,290178.0,28455.0,245070,276500,326137,326179,310135,31661 +2021-08-11,205884.0,242333.0,294574.0,299292.0,290192.0,28462.0,245070,276500,326137,326179,310135,31661 +2021-08-12,205919.0,242361.0,294595.0,299313.0,290206.0,28462.0,245070,276500,326137,326179,310135,31661 +2021-08-13,205947.0,242382.0,294616.0,299320.0,290220.0,28462.0,245070,276500,326137,326179,310135,31661 +2021-08-14,205982.0,242410.0,294644.0,299341.0,290234.0,28462.0,245070,276500,326137,326179,310135,31661 +2021-08-15,205996.0,242424.0,294658.0,299355.0,290234.0,28469.0,245070,276500,326137,326179,310135,31661 +2021-08-16,206024.0,242445.0,294665.0,299362.0,290248.0,28469.0,245070,276500,326137,326179,310135,31661 +2021-08-17,206045.0,242466.0,294679.0,299383.0,290255.0,28469.0,245070,276500,326137,326179,310135,31661 +2021-08-18,206073.0,242480.0,294714.0,299390.0,290269.0,28469.0,245070,276500,326137,326179,310135,31661 +2021-08-19,206108.0,242508.0,294728.0,299411.0,290283.0,28476.0,245070,276500,326137,326179,310135,31661 +2021-08-20,206136.0,242529.0,294756.0,299418.0,290297.0,28476.0,245070,276500,326137,326179,310135,31661 +2021-08-21,206171.0,242557.0,294777.0,299439.0,290311.0,28476.0,245070,276500,326137,326179,310135,31661 +2021-08-22,206192.0,242571.0,294784.0,299446.0,290318.0,28476.0,245070,276500,326137,326179,310135,31661 +2021-08-23,206213.0,242599.0,294805.0,299467.0,290325.0,28483.0,245070,276500,326137,326179,310135,31661 +2021-08-24,206234.0,242613.0,294833.0,299481.0,290332.0,28483.0,245070,276500,326137,326179,310135,31661 +2021-08-25,206255.0,242641.0,294847.0,299495.0,290346.0,28483.0,245070,276500,326137,326179,310135,31661 +2021-08-26,206290.0,242669.0,294868.0,299516.0,290353.0,28490.0,245070,276500,326137,326179,310135,31661 +2021-08-27,206311.0,242683.0,294896.0,299537.0,290367.0,28490.0,245070,276500,326137,326179,310135,31661 +2021-08-28,206332.0,242704.0,294910.0,299544.0,290374.0,28497.0,245070,276500,326137,326179,310135,31661 +2021-08-29,206346.0,242718.0,294924.0,299551.0,290381.0,28497.0,245070,276500,326137,326179,310135,31661 +2021-08-30,206353.0,242725.0,294931.0,299551.0,290381.0,28497.0,245070,276500,326137,326179,310135,31661 +2021-08-31,206367.0,242739.0,294945.0,299572.0,290388.0,28497.0,245070,276500,326137,326179,310135,31661 +2021-09-01,206388.0,242767.0,294966.0,299586.0,290402.0,28497.0,245070,276500,326137,326179,310135,31661 diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 55-59 population by psychosis schiz bipolar_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 55-59 population by psychosis schiz bipolar_tpp.csv index 92fa187..16b69bc 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 55-59 population by psychosis schiz bipolar_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 55-59 population by psychosis schiz bipolar_tpp.csv @@ -1,261 +1,274 @@ covid_vacc_date,no,yes,no_total,yes_total -2020-12-01,0.0,0.0,1496383,18928 -2020-12-02,0.0,0.0,1496383,18928 -2020-12-04,0.0,0.0,1496383,18928 -2020-12-06,7.0,0.0,1496383,18928 -2020-12-07,7.0,0.0,1496383,18928 -2020-12-08,273.0,0.0,1496383,18928 -2020-12-09,721.0,0.0,1496383,18928 -2020-12-10,1106.0,0.0,1496383,18928 -2020-12-11,1505.0,0.0,1496383,18928 -2020-12-12,1918.0,7.0,1496383,18928 -2020-12-13,2226.0,14.0,1496383,18928 -2020-12-14,2674.0,14.0,1496383,18928 -2020-12-15,3395.0,14.0,1496383,18928 -2020-12-16,4354.0,21.0,1496383,18928 -2020-12-17,5509.0,21.0,1496383,18928 -2020-12-18,6587.0,21.0,1496383,18928 -2020-12-19,7483.0,28.0,1496383,18928 -2020-12-20,8771.0,28.0,1496383,18928 -2020-12-21,10423.0,35.0,1496383,18928 -2020-12-22,11802.0,42.0,1496383,18928 -2020-12-23,13566.0,56.0,1496383,18928 -2020-12-24,14385.0,56.0,1496383,18928 -2020-12-25,14392.0,56.0,1496383,18928 -2020-12-26,14427.0,56.0,1496383,18928 -2020-12-27,14693.0,56.0,1496383,18928 -2020-12-28,15036.0,56.0,1496383,18928 -2020-12-29,16121.0,63.0,1496383,18928 -2020-12-30,18795.0,77.0,1496383,18928 -2020-12-31,21406.0,112.0,1496383,18928 -2021-01-01,22022.0,112.0,1496383,18928 -2021-01-02,22771.0,112.0,1496383,18928 -2021-01-03,23345.0,119.0,1496383,18928 -2021-01-04,24472.0,126.0,1496383,18928 -2021-01-05,26733.0,133.0,1496383,18928 -2021-01-06,29785.0,147.0,1496383,18928 -2021-01-07,34510.0,175.0,1496383,18928 -2021-01-08,39508.0,203.0,1496383,18928 -2021-01-09,43981.0,245.0,1496383,18928 -2021-01-10,46571.0,252.0,1496383,18928 -2021-01-11,50379.0,273.0,1496383,18928 -2021-01-12,55314.0,308.0,1496383,18928 -2021-01-13,60690.0,350.0,1496383,18928 -2021-01-14,66598.0,399.0,1496383,18928 -2021-01-15,73171.0,462.0,1496383,18928 -2021-01-16,78890.0,504.0,1496383,18928 -2021-01-17,82712.0,539.0,1496383,18928 -2021-01-18,87101.0,574.0,1496383,18928 -2021-01-19,92148.0,609.0,1496383,18928 -2021-01-20,97811.0,658.0,1496383,18928 -2021-01-21,103565.0,721.0,1496383,18928 -2021-01-22,110117.0,798.0,1496383,18928 -2021-01-23,115423.0,854.0,1496383,18928 -2021-01-24,118664.0,889.0,1496383,18928 -2021-01-25,122521.0,910.0,1496383,18928 -2021-01-26,126791.0,959.0,1496383,18928 -2021-01-27,130865.0,994.0,1496383,18928 -2021-01-28,135100.0,1029.0,1496383,18928 -2021-01-29,139923.0,1078.0,1496383,18928 -2021-01-30,143857.0,1120.0,1496383,18928 -2021-01-31,146636.0,1141.0,1496383,18928 -2021-02-01,149296.0,1176.0,1496383,18928 -2021-02-02,152285.0,1211.0,1496383,18928 -2021-02-03,155673.0,1246.0,1496383,18928 -2021-02-04,159320.0,1288.0,1496383,18928 -2021-02-05,163009.0,1337.0,1496383,18928 -2021-02-06,166565.0,1386.0,1496383,18928 -2021-02-07,168693.0,1400.0,1496383,18928 -2021-02-08,170716.0,1428.0,1496383,18928 -2021-02-09,173432.0,1491.0,1496383,18928 -2021-02-10,176911.0,1533.0,1496383,18928 -2021-02-11,181671.0,1624.0,1496383,18928 -2021-02-12,187957.0,1743.0,1496383,18928 -2021-02-13,194089.0,1862.0,1496383,18928 -2021-02-14,198324.0,1932.0,1496383,18928 -2021-02-15,202475.0,2009.0,1496383,18928 -2021-02-16,213073.0,2296.0,1496383,18928 -2021-02-17,233051.0,2863.0,1496383,18928 -2021-02-18,252364.0,3430.0,1496383,18928 -2021-02-19,267393.0,3815.0,1496383,18928 -2021-02-20,282555.0,4270.0,1496383,18928 -2021-02-21,287917.0,4410.0,1496383,18928 -2021-02-22,294378.0,4585.0,1496383,18928 -2021-02-23,310716.0,5089.0,1496383,18928 -2021-02-24,332157.0,5726.0,1496383,18928 -2021-02-25,355054.0,6405.0,1496383,18928 -2021-02-26,379806.0,7084.0,1496383,18928 -2021-02-27,399021.0,7644.0,1496383,18928 -2021-02-28,405538.0,7777.0,1496383,18928 -2021-03-01,410613.0,7896.0,1496383,18928 -2021-03-02,416976.0,8064.0,1496383,18928 -2021-03-03,428575.0,8344.0,1496383,18928 -2021-03-04,444073.0,8771.0,1496383,18928 -2021-03-05,463631.0,9233.0,1496383,18928 -2021-03-06,485226.0,9751.0,1496383,18928 -2021-03-07,492282.0,9842.0,1496383,18928 -2021-03-08,501536.0,9989.0,1496383,18928 -2021-03-09,515620.0,10206.0,1496383,18928 -2021-03-10,533995.0,10388.0,1496383,18928 -2021-03-11,556528.0,10577.0,1496383,18928 -2021-03-12,592564.0,10899.0,1496383,18928 -2021-03-13,652470.0,11312.0,1496383,18928 -2021-03-14,684124.0,11480.0,1496383,18928 -2021-03-15,740432.0,11767.0,1496383,18928 -2021-03-16,804027.0,12061.0,1496383,18928 -2021-03-17,862302.0,12320.0,1496383,18928 -2021-03-18,919877.0,12628.0,1496383,18928 -2021-03-19,982758.0,12943.0,1496383,18928 -2021-03-20,1055789.0,13258.0,1496383,18928 -2021-03-21,1090089.0,13384.0,1496383,18928 -2021-03-22,1119139.0,13531.0,1496383,18928 -2021-03-23,1144892.0,13664.0,1496383,18928 -2021-03-24,1166879.0,13797.0,1496383,18928 -2021-03-25,1186906.0,13930.0,1496383,18928 -2021-03-26,1208424.0,14084.0,1496383,18928 -2021-03-27,1232756.0,14252.0,1496383,18928 -2021-03-28,1246616.0,14329.0,1496383,18928 -2021-03-29,1257025.0,14399.0,1496383,18928 -2021-03-30,1265768.0,14469.0,1496383,18928 -2021-03-31,1274119.0,14560.0,1496383,18928 -2021-04-01,1279817.0,14644.0,1496383,18928 -2021-04-02,1284367.0,14679.0,1496383,18928 -2021-04-03,1289365.0,14700.0,1496383,18928 -2021-04-04,1291885.0,14714.0,1496383,18928 -2021-04-05,1292970.0,14721.0,1496383,18928 -2021-04-06,1294643.0,14735.0,1496383,18928 -2021-04-07,1296561.0,14763.0,1496383,18928 -2021-04-08,1298213.0,14812.0,1496383,18928 -2021-04-09,1300446.0,14847.0,1496383,18928 -2021-04-10,1302609.0,14882.0,1496383,18928 -2021-04-11,1303365.0,14889.0,1496383,18928 -2021-04-12,1304030.0,14910.0,1496383,18928 -2021-04-13,1304758.0,14938.0,1496383,18928 -2021-04-14,1305479.0,14952.0,1496383,18928 -2021-04-15,1306214.0,14973.0,1496383,18928 -2021-04-16,1306984.0,14994.0,1496383,18928 -2021-04-17,1307796.0,15015.0,1496383,18928 -2021-04-18,1308188.0,15029.0,1496383,18928 -2021-04-19,1308601.0,15036.0,1496383,18928 -2021-04-20,1309014.0,15043.0,1496383,18928 -2021-04-21,1309518.0,15050.0,1496383,18928 -2021-04-22,1310099.0,15064.0,1496383,18928 -2021-04-23,1310652.0,15085.0,1496383,18928 -2021-04-24,1311324.0,15099.0,1496383,18928 -2021-04-25,1311674.0,15106.0,1496383,18928 -2021-04-26,1312066.0,15113.0,1496383,18928 -2021-04-27,1312563.0,15141.0,1496383,18928 -2021-04-28,1313025.0,15148.0,1496383,18928 -2021-04-29,1313536.0,15162.0,1496383,18928 -2021-04-30,1314054.0,15176.0,1496383,18928 -2021-05-01,1314481.0,15183.0,1496383,18928 -2021-05-02,1314705.0,15183.0,1496383,18928 -2021-05-03,1314838.0,15190.0,1496383,18928 -2021-05-04,1315104.0,15197.0,1496383,18928 -2021-05-05,1315503.0,15204.0,1496383,18928 -2021-05-06,1315979.0,15225.0,1496383,18928 -2021-05-07,1316434.0,15239.0,1496383,18928 -2021-05-08,1316952.0,15253.0,1496383,18928 -2021-05-09,1317218.0,15260.0,1496383,18928 -2021-05-10,1317533.0,15267.0,1496383,18928 -2021-05-11,1318009.0,15281.0,1496383,18928 -2021-05-12,1318618.0,15302.0,1496383,18928 -2021-05-13,1319304.0,15316.0,1496383,18928 -2021-05-14,1319906.0,15330.0,1496383,18928 -2021-05-15,1320620.0,15344.0,1496383,18928 -2021-05-16,1320984.0,15344.0,1496383,18928 -2021-05-17,1321278.0,15351.0,1496383,18928 -2021-05-18,1321775.0,15358.0,1496383,18928 -2021-05-19,1322475.0,15372.0,1496383,18928 -2021-05-20,1323147.0,15386.0,1496383,18928 -2021-05-21,1323679.0,15400.0,1496383,18928 -2021-05-22,1324316.0,15414.0,1496383,18928 -2021-05-23,1324638.0,15421.0,1496383,18928 -2021-05-24,1324967.0,15435.0,1496383,18928 -2021-05-25,1325485.0,15456.0,1496383,18928 -2021-05-26,1326115.0,15470.0,1496383,18928 -2021-05-27,1326773.0,15498.0,1496383,18928 -2021-05-28,1327298.0,15512.0,1496383,18928 -2021-05-29,1327886.0,15519.0,1496383,18928 -2021-05-30,1328215.0,15526.0,1496383,18928 -2021-05-31,1328446.0,15533.0,1496383,18928 -2021-06-01,1328789.0,15540.0,1496383,18928 -2021-06-02,1329188.0,15547.0,1496383,18928 -2021-06-03,1329650.0,15554.0,1496383,18928 -2021-06-04,1330112.0,15568.0,1496383,18928 -2021-06-05,1330686.0,15582.0,1496383,18928 -2021-06-06,1331008.0,15589.0,1496383,18928 -2021-06-07,1331309.0,15589.0,1496383,18928 -2021-06-08,1331610.0,15603.0,1496383,18928 -2021-06-09,1331981.0,15610.0,1496383,18928 -2021-06-10,1332317.0,15617.0,1496383,18928 -2021-06-11,1332702.0,15624.0,1496383,18928 -2021-06-12,1333164.0,15638.0,1496383,18928 -2021-06-13,1333409.0,15645.0,1496383,18928 -2021-06-14,1333661.0,15652.0,1496383,18928 -2021-06-15,1333941.0,15659.0,1496383,18928 -2021-06-16,1334235.0,15673.0,1496383,18928 -2021-06-17,1334543.0,15680.0,1496383,18928 -2021-06-18,1334879.0,15687.0,1496383,18928 -2021-06-19,1335334.0,15694.0,1496383,18928 -2021-06-20,1335509.0,15694.0,1496383,18928 -2021-06-21,1335656.0,15701.0,1496383,18928 -2021-06-22,1335915.0,15708.0,1496383,18928 -2021-06-23,1336167.0,15722.0,1496383,18928 -2021-06-24,1336433.0,15729.0,1496383,18928 -2021-06-25,1336727.0,15736.0,1496383,18928 -2021-06-26,1337210.0,15757.0,1496383,18928 -2021-06-27,1337441.0,15764.0,1496383,18928 -2021-06-28,1337623.0,15771.0,1496383,18928 -2021-06-29,1337819.0,15778.0,1496383,18928 -2021-06-30,1338071.0,15785.0,1496383,18928 -2021-07-01,1338351.0,15799.0,1496383,18928 -2021-07-02,1338575.0,15806.0,1496383,18928 -2021-07-03,1338855.0,15813.0,1496383,18928 -2021-07-04,1338988.0,15820.0,1496383,18928 -2021-07-05,1339121.0,15820.0,1496383,18928 -2021-07-06,1339282.0,15834.0,1496383,18928 -2021-07-07,1339506.0,15841.0,1496383,18928 -2021-07-08,1339744.0,15848.0,1496383,18928 -2021-07-09,1339968.0,15855.0,1496383,18928 -2021-07-10,1340248.0,15869.0,1496383,18928 -2021-07-11,1340395.0,15869.0,1496383,18928 -2021-07-12,1340514.0,15876.0,1496383,18928 -2021-07-13,1340654.0,15876.0,1496383,18928 -2021-07-14,1340829.0,15883.0,1496383,18928 -2021-07-15,1341060.0,15897.0,1496383,18928 -2021-07-16,1341256.0,15904.0,1496383,18928 -2021-07-17,1341578.0,15918.0,1496383,18928 -2021-07-18,1341704.0,15918.0,1496383,18928 -2021-07-19,1341823.0,15918.0,1496383,18928 -2021-07-20,1341956.0,15918.0,1496383,18928 -2021-07-21,1342124.0,15925.0,1496383,18928 -2021-07-22,1342285.0,15925.0,1496383,18928 -2021-07-23,1342446.0,15932.0,1496383,18928 -2021-07-24,1342649.0,15939.0,1496383,18928 -2021-07-25,1342754.0,15939.0,1496383,18928 -2021-07-26,1342852.0,15946.0,1496383,18928 -2021-07-27,1342971.0,15946.0,1496383,18928 -2021-07-28,1343097.0,15953.0,1496383,18928 -2021-07-29,1343237.0,15960.0,1496383,18928 -2021-07-30,1343377.0,15960.0,1496383,18928 -2021-07-31,1343531.0,15967.0,1496383,18928 -2021-08-01,1343608.0,15967.0,1496383,18928 -2021-08-02,1343699.0,15974.0,1496383,18928 -2021-08-03,1343818.0,15974.0,1496383,18928 -2021-08-04,1343937.0,15981.0,1496383,18928 -2021-08-05,1344056.0,15988.0,1496383,18928 -2021-08-06,1344217.0,15988.0,1496383,18928 -2021-08-07,1344378.0,15988.0,1496383,18928 -2021-08-08,1344469.0,15988.0,1496383,18928 -2021-08-09,1344574.0,15995.0,1496383,18928 -2021-08-10,1344686.0,15995.0,1496383,18928 -2021-08-11,1344805.0,16002.0,1496383,18928 -2021-08-12,1344917.0,16002.0,1496383,18928 -2021-08-13,1345008.0,16009.0,1496383,18928 -2021-08-14,1345141.0,16009.0,1496383,18928 -2021-08-15,1345190.0,16016.0,1496383,18928 -2021-08-16,1345260.0,16016.0,1496383,18928 -2021-08-17,1345351.0,16016.0,1496383,18928 -2021-08-18,1345442.0,16016.0,1496383,18928 -2021-08-19,1345449.0,16016.0,1496383,18928 +2020-12-01,0.0,0.0,1496740,18935 +2020-12-02,0.0,0.0,1496740,18935 +2020-12-04,0.0,0.0,1496740,18935 +2020-12-06,7.0,0.0,1496740,18935 +2020-12-07,7.0,0.0,1496740,18935 +2020-12-08,273.0,0.0,1496740,18935 +2020-12-09,728.0,0.0,1496740,18935 +2020-12-10,1106.0,0.0,1496740,18935 +2020-12-11,1505.0,0.0,1496740,18935 +2020-12-12,1918.0,7.0,1496740,18935 +2020-12-13,2226.0,14.0,1496740,18935 +2020-12-14,2681.0,14.0,1496740,18935 +2020-12-15,3395.0,14.0,1496740,18935 +2020-12-16,4354.0,21.0,1496740,18935 +2020-12-17,5502.0,21.0,1496740,18935 +2020-12-18,6580.0,21.0,1496740,18935 +2020-12-19,7476.0,28.0,1496740,18935 +2020-12-20,8764.0,28.0,1496740,18935 +2020-12-21,10423.0,35.0,1496740,18935 +2020-12-22,11802.0,42.0,1496740,18935 +2020-12-23,13566.0,56.0,1496740,18935 +2020-12-24,14385.0,56.0,1496740,18935 +2020-12-25,14392.0,56.0,1496740,18935 +2020-12-26,14427.0,56.0,1496740,18935 +2020-12-27,14693.0,56.0,1496740,18935 +2020-12-28,15036.0,56.0,1496740,18935 +2020-12-29,16114.0,63.0,1496740,18935 +2020-12-30,18795.0,77.0,1496740,18935 +2020-12-31,21399.0,112.0,1496740,18935 +2021-01-01,22022.0,112.0,1496740,18935 +2021-01-02,22764.0,112.0,1496740,18935 +2021-01-03,23338.0,119.0,1496740,18935 +2021-01-04,24465.0,126.0,1496740,18935 +2021-01-05,26733.0,133.0,1496740,18935 +2021-01-06,29785.0,147.0,1496740,18935 +2021-01-07,34517.0,175.0,1496740,18935 +2021-01-08,39508.0,203.0,1496740,18935 +2021-01-09,43981.0,238.0,1496740,18935 +2021-01-10,46571.0,252.0,1496740,18935 +2021-01-11,50386.0,273.0,1496740,18935 +2021-01-12,55321.0,308.0,1496740,18935 +2021-01-13,60697.0,350.0,1496740,18935 +2021-01-14,66605.0,399.0,1496740,18935 +2021-01-15,73185.0,462.0,1496740,18935 +2021-01-16,78904.0,504.0,1496740,18935 +2021-01-17,82726.0,539.0,1496740,18935 +2021-01-18,87122.0,574.0,1496740,18935 +2021-01-19,92176.0,609.0,1496740,18935 +2021-01-20,97832.0,658.0,1496740,18935 +2021-01-21,103593.0,714.0,1496740,18935 +2021-01-22,110131.0,798.0,1496740,18935 +2021-01-23,115444.0,847.0,1496740,18935 +2021-01-24,118692.0,889.0,1496740,18935 +2021-01-25,122549.0,910.0,1496740,18935 +2021-01-26,126819.0,959.0,1496740,18935 +2021-01-27,130893.0,994.0,1496740,18935 +2021-01-28,135128.0,1029.0,1496740,18935 +2021-01-29,139951.0,1078.0,1496740,18935 +2021-01-30,143892.0,1120.0,1496740,18935 +2021-01-31,146678.0,1141.0,1496740,18935 +2021-02-01,149331.0,1176.0,1496740,18935 +2021-02-02,152313.0,1211.0,1496740,18935 +2021-02-03,155708.0,1246.0,1496740,18935 +2021-02-04,159355.0,1288.0,1496740,18935 +2021-02-05,163044.0,1337.0,1496740,18935 +2021-02-06,166600.0,1386.0,1496740,18935 +2021-02-07,168728.0,1400.0,1496740,18935 +2021-02-08,170744.0,1428.0,1496740,18935 +2021-02-09,173453.0,1491.0,1496740,18935 +2021-02-10,176925.0,1533.0,1496740,18935 +2021-02-11,181685.0,1617.0,1496740,18935 +2021-02-12,187964.0,1743.0,1496740,18935 +2021-02-13,194089.0,1862.0,1496740,18935 +2021-02-14,198324.0,1932.0,1496740,18935 +2021-02-15,202468.0,2009.0,1496740,18935 +2021-02-16,213052.0,2289.0,1496740,18935 +2021-02-17,233016.0,2863.0,1496740,18935 +2021-02-18,252308.0,3423.0,1496740,18935 +2021-02-19,267323.0,3815.0,1496740,18935 +2021-02-20,282457.0,4270.0,1496740,18935 +2021-02-21,287812.0,4410.0,1496740,18935 +2021-02-22,294266.0,4578.0,1496740,18935 +2021-02-23,310590.0,5082.0,1496740,18935 +2021-02-24,332031.0,5719.0,1496740,18935 +2021-02-25,354907.0,6391.0,1496740,18935 +2021-02-26,379631.0,7070.0,1496740,18935 +2021-02-27,398825.0,7630.0,1496740,18935 +2021-02-28,405342.0,7763.0,1496740,18935 +2021-03-01,410417.0,7882.0,1496740,18935 +2021-03-02,416787.0,8057.0,1496740,18935 +2021-03-03,428358.0,8337.0,1496740,18935 +2021-03-04,443849.0,8757.0,1496740,18935 +2021-03-05,463386.0,9219.0,1496740,18935 +2021-03-06,484974.0,9737.0,1496740,18935 +2021-03-07,492044.0,9828.0,1496740,18935 +2021-03-08,501291.0,9975.0,1496740,18935 +2021-03-09,515368.0,10192.0,1496740,18935 +2021-03-10,533736.0,10374.0,1496740,18935 +2021-03-11,556262.0,10570.0,1496740,18935 +2021-03-12,592298.0,10885.0,1496740,18935 +2021-03-13,652204.0,11298.0,1496740,18935 +2021-03-14,683872.0,11466.0,1496740,18935 +2021-03-15,740173.0,11753.0,1496740,18935 +2021-03-16,803789.0,12047.0,1496740,18935 +2021-03-17,862043.0,12313.0,1496740,18935 +2021-03-18,919604.0,12621.0,1496740,18935 +2021-03-19,982513.0,12929.0,1496740,18935 +2021-03-20,1055530.0,13251.0,1496740,18935 +2021-03-21,1089844.0,13377.0,1496740,18935 +2021-03-22,1118894.0,13524.0,1496740,18935 +2021-03-23,1144647.0,13657.0,1496740,18935 +2021-03-24,1166634.0,13797.0,1496740,18935 +2021-03-25,1186675.0,13930.0,1496740,18935 +2021-03-26,1208193.0,14084.0,1496740,18935 +2021-03-27,1232539.0,14252.0,1496740,18935 +2021-03-28,1246406.0,14329.0,1496740,18935 +2021-03-29,1256822.0,14399.0,1496740,18935 +2021-03-30,1265572.0,14469.0,1496740,18935 +2021-03-31,1273944.0,14560.0,1496740,18935 +2021-04-01,1279656.0,14644.0,1496740,18935 +2021-04-02,1284206.0,14679.0,1496740,18935 +2021-04-03,1289218.0,14700.0,1496740,18935 +2021-04-04,1291752.0,14714.0,1496740,18935 +2021-04-05,1292844.0,14721.0,1496740,18935 +2021-04-06,1294524.0,14735.0,1496740,18935 +2021-04-07,1296442.0,14763.0,1496740,18935 +2021-04-08,1298101.0,14812.0,1496740,18935 +2021-04-09,1300327.0,14847.0,1496740,18935 +2021-04-10,1302497.0,14882.0,1496740,18935 +2021-04-11,1303246.0,14889.0,1496740,18935 +2021-04-12,1303918.0,14910.0,1496740,18935 +2021-04-13,1304646.0,14938.0,1496740,18935 +2021-04-14,1305360.0,14959.0,1496740,18935 +2021-04-15,1306095.0,14973.0,1496740,18935 +2021-04-16,1306865.0,14994.0,1496740,18935 +2021-04-17,1307677.0,15015.0,1496740,18935 +2021-04-18,1308069.0,15029.0,1496740,18935 +2021-04-19,1308475.0,15036.0,1496740,18935 +2021-04-20,1308888.0,15043.0,1496740,18935 +2021-04-21,1309399.0,15050.0,1496740,18935 +2021-04-22,1309973.0,15064.0,1496740,18935 +2021-04-23,1310526.0,15085.0,1496740,18935 +2021-04-24,1311198.0,15099.0,1496740,18935 +2021-04-25,1311548.0,15106.0,1496740,18935 +2021-04-26,1311940.0,15113.0,1496740,18935 +2021-04-27,1312444.0,15141.0,1496740,18935 +2021-04-28,1312906.0,15148.0,1496740,18935 +2021-04-29,1313417.0,15162.0,1496740,18935 +2021-04-30,1313942.0,15176.0,1496740,18935 +2021-05-01,1314362.0,15183.0,1496740,18935 +2021-05-02,1314593.0,15190.0,1496740,18935 +2021-05-03,1314719.0,15190.0,1496740,18935 +2021-05-04,1314985.0,15197.0,1496740,18935 +2021-05-05,1315384.0,15204.0,1496740,18935 +2021-05-06,1315860.0,15225.0,1496740,18935 +2021-05-07,1316322.0,15239.0,1496740,18935 +2021-05-08,1316833.0,15253.0,1496740,18935 +2021-05-09,1317106.0,15260.0,1496740,18935 +2021-05-10,1317421.0,15267.0,1496740,18935 +2021-05-11,1317897.0,15281.0,1496740,18935 +2021-05-12,1318506.0,15302.0,1496740,18935 +2021-05-13,1319192.0,15316.0,1496740,18935 +2021-05-14,1319794.0,15330.0,1496740,18935 +2021-05-15,1320508.0,15344.0,1496740,18935 +2021-05-16,1320872.0,15344.0,1496740,18935 +2021-05-17,1321173.0,15351.0,1496740,18935 +2021-05-18,1321663.0,15358.0,1496740,18935 +2021-05-19,1322363.0,15372.0,1496740,18935 +2021-05-20,1323035.0,15386.0,1496740,18935 +2021-05-21,1323567.0,15407.0,1496740,18935 +2021-05-22,1324204.0,15414.0,1496740,18935 +2021-05-23,1324526.0,15421.0,1496740,18935 +2021-05-24,1324848.0,15435.0,1496740,18935 +2021-05-25,1325366.0,15456.0,1496740,18935 +2021-05-26,1325996.0,15477.0,1496740,18935 +2021-05-27,1326654.0,15498.0,1496740,18935 +2021-05-28,1327179.0,15512.0,1496740,18935 +2021-05-29,1327760.0,15526.0,1496740,18935 +2021-05-30,1328089.0,15533.0,1496740,18935 +2021-05-31,1328320.0,15533.0,1496740,18935 +2021-06-01,1328663.0,15540.0,1496740,18935 +2021-06-02,1329062.0,15554.0,1496740,18935 +2021-06-03,1329517.0,15561.0,1496740,18935 +2021-06-04,1329986.0,15568.0,1496740,18935 +2021-06-05,1330560.0,15589.0,1496740,18935 +2021-06-06,1330882.0,15589.0,1496740,18935 +2021-06-07,1331183.0,15596.0,1496740,18935 +2021-06-08,1331491.0,15603.0,1496740,18935 +2021-06-09,1331862.0,15617.0,1496740,18935 +2021-06-10,1332198.0,15617.0,1496740,18935 +2021-06-11,1332583.0,15631.0,1496740,18935 +2021-06-12,1333038.0,15645.0,1496740,18935 +2021-06-13,1333283.0,15645.0,1496740,18935 +2021-06-14,1333542.0,15652.0,1496740,18935 +2021-06-15,1333815.0,15666.0,1496740,18935 +2021-06-16,1334116.0,15673.0,1496740,18935 +2021-06-17,1334424.0,15680.0,1496740,18935 +2021-06-18,1334760.0,15687.0,1496740,18935 +2021-06-19,1335215.0,15694.0,1496740,18935 +2021-06-20,1335390.0,15694.0,1496740,18935 +2021-06-21,1335537.0,15701.0,1496740,18935 +2021-06-22,1335796.0,15715.0,1496740,18935 +2021-06-23,1336048.0,15722.0,1496740,18935 +2021-06-24,1336314.0,15729.0,1496740,18935 +2021-06-25,1336608.0,15736.0,1496740,18935 +2021-06-26,1337091.0,15757.0,1496740,18935 +2021-06-27,1337329.0,15764.0,1496740,18935 +2021-06-28,1337511.0,15771.0,1496740,18935 +2021-06-29,1337714.0,15778.0,1496740,18935 +2021-06-30,1337966.0,15785.0,1496740,18935 +2021-07-01,1338246.0,15799.0,1496740,18935 +2021-07-02,1338470.0,15799.0,1496740,18935 +2021-07-03,1338750.0,15806.0,1496740,18935 +2021-07-04,1338883.0,15813.0,1496740,18935 +2021-07-05,1339016.0,15820.0,1496740,18935 +2021-07-06,1339184.0,15834.0,1496740,18935 +2021-07-07,1339415.0,15841.0,1496740,18935 +2021-07-08,1339646.0,15848.0,1496740,18935 +2021-07-09,1339870.0,15855.0,1496740,18935 +2021-07-10,1340150.0,15869.0,1496740,18935 +2021-07-11,1340297.0,15869.0,1496740,18935 +2021-07-12,1340423.0,15876.0,1496740,18935 +2021-07-13,1340563.0,15876.0,1496740,18935 +2021-07-14,1340738.0,15883.0,1496740,18935 +2021-07-15,1340969.0,15890.0,1496740,18935 +2021-07-16,1341165.0,15904.0,1496740,18935 +2021-07-17,1341494.0,15911.0,1496740,18935 +2021-07-18,1341620.0,15918.0,1496740,18935 +2021-07-19,1341739.0,15918.0,1496740,18935 +2021-07-20,1341872.0,15918.0,1496740,18935 +2021-07-21,1342040.0,15925.0,1496740,18935 +2021-07-22,1342201.0,15925.0,1496740,18935 +2021-07-23,1342362.0,15932.0,1496740,18935 +2021-07-24,1342565.0,15932.0,1496740,18935 +2021-07-25,1342670.0,15939.0,1496740,18935 +2021-07-26,1342768.0,15946.0,1496740,18935 +2021-07-27,1342894.0,15946.0,1496740,18935 +2021-07-28,1343013.0,15953.0,1496740,18935 +2021-07-29,1343153.0,15960.0,1496740,18935 +2021-07-30,1343300.0,15960.0,1496740,18935 +2021-07-31,1343454.0,15967.0,1496740,18935 +2021-08-01,1343531.0,15967.0,1496740,18935 +2021-08-02,1343622.0,15974.0,1496740,18935 +2021-08-03,1343741.0,15974.0,1496740,18935 +2021-08-04,1343860.0,15974.0,1496740,18935 +2021-08-05,1343979.0,15981.0,1496740,18935 +2021-08-06,1344140.0,15988.0,1496740,18935 +2021-08-07,1344301.0,15988.0,1496740,18935 +2021-08-08,1344392.0,15988.0,1496740,18935 +2021-08-09,1344497.0,15988.0,1496740,18935 +2021-08-10,1344616.0,15995.0,1496740,18935 +2021-08-11,1344735.0,16002.0,1496740,18935 +2021-08-12,1344847.0,16002.0,1496740,18935 +2021-08-13,1344938.0,16009.0,1496740,18935 +2021-08-14,1345064.0,16009.0,1496740,18935 +2021-08-15,1345120.0,16009.0,1496740,18935 +2021-08-16,1345190.0,16016.0,1496740,18935 +2021-08-17,1345281.0,16016.0,1496740,18935 +2021-08-18,1345379.0,16016.0,1496740,18935 +2021-08-19,1345484.0,16023.0,1496740,18935 +2021-08-20,1345589.0,16023.0,1496740,18935 +2021-08-21,1345715.0,16023.0,1496740,18935 +2021-08-22,1345764.0,16030.0,1496740,18935 +2021-08-23,1345855.0,16030.0,1496740,18935 +2021-08-24,1345946.0,16030.0,1496740,18935 +2021-08-25,1346037.0,16037.0,1496740,18935 +2021-08-26,1346142.0,16044.0,1496740,18935 +2021-08-27,1346233.0,16044.0,1496740,18935 +2021-08-28,1346317.0,16044.0,1496740,18935 +2021-08-29,1346366.0,16044.0,1496740,18935 +2021-08-30,1346394.0,16051.0,1496740,18935 +2021-08-31,1346464.0,16051.0,1496740,18935 +2021-09-01,1346548.0,16051.0,1496740,18935 diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 60-64 population by ethnicity 6 groups_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 60-64 population by ethnicity 6 groups_tpp.csv index b7a973f..9f76b75 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 60-64 population by ethnicity 6 groups_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 60-64 population by ethnicity 6 groups_tpp.csv @@ -1,260 +1,273 @@ covid_vacc_date,Black,Mixed,Other,South Asian,Unknown,White,Black_total,Mixed_total,Other_total,South Asian_total,Unknown_total,White_total -2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,19677,8036,16632,52920,131446,1051050 -2020-12-02,0.0,0.0,0.0,0.0,0.0,0.0,19677,8036,16632,52920,131446,1051050 -2020-12-04,0.0,0.0,0.0,0.0,0.0,0.0,19677,8036,16632,52920,131446,1051050 -2020-12-07,0.0,0.0,0.0,0.0,0.0,0.0,19677,8036,16632,52920,131446,1051050 -2020-12-08,0.0,0.0,0.0,14.0,14.0,133.0,19677,8036,16632,52920,131446,1051050 -2020-12-09,0.0,7.0,0.0,21.0,42.0,455.0,19677,8036,16632,52920,131446,1051050 -2020-12-10,7.0,7.0,14.0,42.0,70.0,742.0,19677,8036,16632,52920,131446,1051050 -2020-12-11,14.0,14.0,14.0,56.0,105.0,1029.0,19677,8036,16632,52920,131446,1051050 -2020-12-12,21.0,14.0,21.0,70.0,126.0,1253.0,19677,8036,16632,52920,131446,1051050 -2020-12-13,21.0,21.0,21.0,84.0,147.0,1442.0,19677,8036,16632,52920,131446,1051050 -2020-12-14,21.0,21.0,21.0,98.0,182.0,1687.0,19677,8036,16632,52920,131446,1051050 -2020-12-15,28.0,28.0,35.0,119.0,231.0,2086.0,19677,8036,16632,52920,131446,1051050 -2020-12-16,35.0,35.0,49.0,140.0,287.0,2625.0,19677,8036,16632,52920,131446,1051050 -2020-12-17,42.0,35.0,56.0,175.0,364.0,3346.0,19677,8036,16632,52920,131446,1051050 -2020-12-18,56.0,42.0,63.0,224.0,434.0,3997.0,19677,8036,16632,52920,131446,1051050 -2020-12-19,63.0,42.0,77.0,266.0,497.0,4599.0,19677,8036,16632,52920,131446,1051050 -2020-12-20,77.0,49.0,84.0,315.0,588.0,5355.0,19677,8036,16632,52920,131446,1051050 -2020-12-21,91.0,56.0,98.0,378.0,672.0,6307.0,19677,8036,16632,52920,131446,1051050 -2020-12-22,98.0,70.0,112.0,441.0,756.0,7112.0,19677,8036,16632,52920,131446,1051050 -2020-12-23,112.0,77.0,133.0,525.0,847.0,8190.0,19677,8036,16632,52920,131446,1051050 -2020-12-24,119.0,77.0,140.0,560.0,917.0,8722.0,19677,8036,16632,52920,131446,1051050 -2020-12-25,119.0,77.0,140.0,560.0,917.0,8722.0,19677,8036,16632,52920,131446,1051050 -2020-12-26,119.0,77.0,140.0,560.0,917.0,8736.0,19677,8036,16632,52920,131446,1051050 -2020-12-27,119.0,77.0,140.0,560.0,931.0,8897.0,19677,8036,16632,52920,131446,1051050 -2020-12-28,119.0,84.0,147.0,574.0,959.0,9170.0,19677,8036,16632,52920,131446,1051050 -2020-12-29,133.0,84.0,154.0,623.0,1022.0,9821.0,19677,8036,16632,52920,131446,1051050 -2020-12-30,161.0,98.0,175.0,721.0,1169.0,11494.0,19677,8036,16632,52920,131446,1051050 -2020-12-31,182.0,119.0,196.0,826.0,1337.0,12992.0,19677,8036,16632,52920,131446,1051050 -2021-01-01,189.0,126.0,196.0,854.0,1379.0,13398.0,19677,8036,16632,52920,131446,1051050 -2021-01-02,203.0,126.0,203.0,882.0,1421.0,13818.0,19677,8036,16632,52920,131446,1051050 -2021-01-03,203.0,126.0,210.0,903.0,1456.0,14189.0,19677,8036,16632,52920,131446,1051050 -2021-01-04,210.0,133.0,224.0,938.0,1505.0,14875.0,19677,8036,16632,52920,131446,1051050 -2021-01-05,238.0,140.0,252.0,1008.0,1624.0,16184.0,19677,8036,16632,52920,131446,1051050 -2021-01-06,266.0,161.0,273.0,1099.0,1813.0,18137.0,19677,8036,16632,52920,131446,1051050 -2021-01-07,308.0,189.0,315.0,1281.0,2079.0,21112.0,19677,8036,16632,52920,131446,1051050 -2021-01-08,357.0,217.0,350.0,1477.0,2359.0,24157.0,19677,8036,16632,52920,131446,1051050 -2021-01-09,392.0,231.0,378.0,1603.0,2618.0,26852.0,19677,8036,16632,52920,131446,1051050 -2021-01-10,406.0,238.0,392.0,1680.0,2772.0,28280.0,19677,8036,16632,52920,131446,1051050 -2021-01-11,441.0,259.0,413.0,1750.0,2982.0,30464.0,19677,8036,16632,52920,131446,1051050 -2021-01-12,497.0,266.0,441.0,1869.0,3255.0,33145.0,19677,8036,16632,52920,131446,1051050 -2021-01-13,553.0,294.0,469.0,1995.0,3563.0,36239.0,19677,8036,16632,52920,131446,1051050 -2021-01-14,637.0,322.0,511.0,2142.0,3913.0,39767.0,19677,8036,16632,52920,131446,1051050 -2021-01-15,700.0,350.0,553.0,2303.0,4333.0,43820.0,19677,8036,16632,52920,131446,1051050 -2021-01-16,749.0,378.0,595.0,2478.0,4676.0,47257.0,19677,8036,16632,52920,131446,1051050 -2021-01-17,798.0,399.0,609.0,2576.0,4893.0,49581.0,19677,8036,16632,52920,131446,1051050 -2021-01-18,847.0,420.0,637.0,2681.0,5138.0,52276.0,19677,8036,16632,52920,131446,1051050 -2021-01-19,903.0,448.0,672.0,2849.0,5439.0,55489.0,19677,8036,16632,52920,131446,1051050 -2021-01-20,966.0,476.0,707.0,3045.0,5740.0,59003.0,19677,8036,16632,52920,131446,1051050 -2021-01-21,1029.0,511.0,749.0,3227.0,6118.0,62608.0,19677,8036,16632,52920,131446,1051050 -2021-01-22,1134.0,553.0,798.0,3472.0,6496.0,67039.0,19677,8036,16632,52920,131446,1051050 -2021-01-23,1183.0,581.0,826.0,3640.0,6818.0,70693.0,19677,8036,16632,52920,131446,1051050 -2021-01-24,1218.0,602.0,854.0,3759.0,7014.0,72989.0,19677,8036,16632,52920,131446,1051050 -2021-01-25,1267.0,623.0,882.0,3885.0,7210.0,75334.0,19677,8036,16632,52920,131446,1051050 -2021-01-26,1337.0,644.0,917.0,4032.0,7476.0,78113.0,19677,8036,16632,52920,131446,1051050 -2021-01-27,1414.0,672.0,952.0,4200.0,7714.0,80766.0,19677,8036,16632,52920,131446,1051050 -2021-01-28,1477.0,693.0,987.0,4361.0,7938.0,83664.0,19677,8036,16632,52920,131446,1051050 -2021-01-29,1561.0,714.0,1015.0,4571.0,8232.0,87115.0,19677,8036,16632,52920,131446,1051050 -2021-01-30,1617.0,735.0,1057.0,4739.0,8421.0,89887.0,19677,8036,16632,52920,131446,1051050 -2021-01-31,1652.0,756.0,1085.0,4893.0,8617.0,91889.0,19677,8036,16632,52920,131446,1051050 -2021-02-01,1708.0,770.0,1120.0,5019.0,8785.0,93786.0,19677,8036,16632,52920,131446,1051050 -2021-02-02,1764.0,791.0,1155.0,5243.0,8981.0,96019.0,19677,8036,16632,52920,131446,1051050 -2021-02-03,1841.0,819.0,1183.0,5467.0,9170.0,98644.0,19677,8036,16632,52920,131446,1051050 -2021-02-04,1918.0,840.0,1225.0,5705.0,9387.0,101654.0,19677,8036,16632,52920,131446,1051050 -2021-02-05,1995.0,875.0,1281.0,5985.0,9618.0,104594.0,19677,8036,16632,52920,131446,1051050 -2021-02-06,2058.0,896.0,1323.0,6237.0,9842.0,107611.0,19677,8036,16632,52920,131446,1051050 -2021-02-07,2093.0,917.0,1358.0,6405.0,10003.0,109382.0,19677,8036,16632,52920,131446,1051050 -2021-02-08,2142.0,931.0,1379.0,6552.0,10129.0,111048.0,19677,8036,16632,52920,131446,1051050 -2021-02-09,2198.0,945.0,1421.0,6860.0,10339.0,113519.0,19677,8036,16632,52920,131446,1051050 -2021-02-10,2303.0,1001.0,1498.0,7511.0,10619.0,117397.0,19677,8036,16632,52920,131446,1051050 -2021-02-11,2415.0,1050.0,1631.0,8323.0,11067.0,123452.0,19677,8036,16632,52920,131446,1051050 -2021-02-12,2590.0,1134.0,1806.0,9303.0,11627.0,132300.0,19677,8036,16632,52920,131446,1051050 -2021-02-13,2758.0,1211.0,1946.0,10108.0,12285.0,142723.0,19677,8036,16632,52920,131446,1051050 -2021-02-14,2849.0,1260.0,2044.0,10640.0,12621.0,147217.0,19677,8036,16632,52920,131446,1051050 -2021-02-15,2940.0,1316.0,2121.0,11193.0,13013.0,152047.0,19677,8036,16632,52920,131446,1051050 -2021-02-16,3143.0,1407.0,2317.0,12061.0,14140.0,168686.0,19677,8036,16632,52920,131446,1051050 -2021-02-17,3388.0,1561.0,2611.0,13307.0,15981.0,197225.0,19677,8036,16632,52920,131446,1051050 -2021-02-18,3591.0,1708.0,2828.0,14427.0,17801.0,222586.0,19677,8036,16632,52920,131446,1051050 -2021-02-19,3787.0,1799.0,3066.0,15414.0,19047.0,242165.0,19677,8036,16632,52920,131446,1051050 -2021-02-20,3962.0,1911.0,3220.0,16254.0,20454.0,262430.0,19677,8036,16632,52920,131446,1051050 -2021-02-21,4074.0,1953.0,3318.0,16751.0,20930.0,269241.0,19677,8036,16632,52920,131446,1051050 -2021-02-22,4200.0,2009.0,3423.0,17290.0,21525.0,276780.0,19677,8036,16632,52920,131446,1051050 -2021-02-23,4445.0,2121.0,3633.0,18340.0,22862.0,295722.0,19677,8036,16632,52920,131446,1051050 -2021-02-24,4725.0,2282.0,3913.0,19663.0,25424.0,325745.0,19677,8036,16632,52920,131446,1051050 -2021-02-25,5061.0,2457.0,4249.0,21189.0,28651.0,360318.0,19677,8036,16632,52920,131446,1051050 -2021-02-26,5453.0,2639.0,4662.0,22722.0,32116.0,399833.0,19677,8036,16632,52920,131446,1051050 -2021-02-27,5789.0,2828.0,4977.0,24003.0,35140.0,430808.0,19677,8036,16632,52920,131446,1051050 -2021-02-28,5943.0,2919.0,5173.0,24675.0,37079.0,448497.0,19677,8036,16632,52920,131446,1051050 -2021-03-01,6083.0,3003.0,5313.0,25221.0,39158.0,466200.0,19677,8036,16632,52920,131446,1051050 -2021-03-02,6251.0,3101.0,5572.0,25907.0,41734.0,488292.0,19677,8036,16632,52920,131446,1051050 -2021-03-03,6510.0,3248.0,5866.0,27034.0,45199.0,516747.0,19677,8036,16632,52920,131446,1051050 -2021-03-04,6874.0,3444.0,6244.0,28336.0,49798.0,556892.0,19677,8036,16632,52920,131446,1051050 -2021-03-05,7266.0,3661.0,6657.0,29652.0,54432.0,596197.0,19677,8036,16632,52920,131446,1051050 -2021-03-06,7749.0,3913.0,7154.0,31171.0,59227.0,637077.0,19677,8036,16632,52920,131446,1051050 -2021-03-07,7931.0,4004.0,7343.0,31836.0,61775.0,656425.0,19677,8036,16632,52920,131446,1051050 -2021-03-08,8155.0,4130.0,7616.0,32711.0,64813.0,679882.0,19677,8036,16632,52920,131446,1051050 -2021-03-09,8428.0,4242.0,7931.0,33579.0,67515.0,700546.0,19677,8036,16632,52920,131446,1051050 -2021-03-10,8666.0,4368.0,8218.0,34328.0,70490.0,721301.0,19677,8036,16632,52920,131446,1051050 -2021-03-11,8904.0,4487.0,8484.0,34958.0,73353.0,741482.0,19677,8036,16632,52920,131446,1051050 -2021-03-12,9240.0,4655.0,8771.0,35714.0,77133.0,768768.0,19677,8036,16632,52920,131446,1051050 -2021-03-13,9653.0,4879.0,9156.0,36813.0,81823.0,803453.0,19677,8036,16632,52920,131446,1051050 -2021-03-14,9863.0,4970.0,9380.0,37303.0,84287.0,821464.0,19677,8036,16632,52920,131446,1051050 -2021-03-15,10122.0,5082.0,9653.0,37961.0,86989.0,840924.0,19677,8036,16632,52920,131446,1051050 -2021-03-16,10346.0,5173.0,9863.0,38402.0,89467.0,857570.0,19677,8036,16632,52920,131446,1051050 -2021-03-17,10528.0,5264.0,10045.0,38913.0,91497.0,871269.0,19677,8036,16632,52920,131446,1051050 -2021-03-18,10738.0,5355.0,10220.0,39340.0,93534.0,885332.0,19677,8036,16632,52920,131446,1051050 -2021-03-19,10962.0,5460.0,10388.0,39760.0,95809.0,900284.0,19677,8036,16632,52920,131446,1051050 -2021-03-20,11214.0,5544.0,10584.0,40229.0,98189.0,916783.0,19677,8036,16632,52920,131446,1051050 -2021-03-21,11291.0,5579.0,10696.0,40453.0,99274.0,923461.0,19677,8036,16632,52920,131446,1051050 -2021-03-22,11410.0,5628.0,10815.0,40670.0,100156.0,929096.0,19677,8036,16632,52920,131446,1051050 -2021-03-23,11515.0,5663.0,10906.0,40894.0,100947.0,933912.0,19677,8036,16632,52920,131446,1051050 -2021-03-24,11620.0,5698.0,10997.0,41181.0,101745.0,938770.0,19677,8036,16632,52920,131446,1051050 -2021-03-25,11746.0,5740.0,11102.0,41405.0,102438.0,943264.0,19677,8036,16632,52920,131446,1051050 -2021-03-26,11872.0,5796.0,11179.0,41671.0,103229.0,947947.0,19677,8036,16632,52920,131446,1051050 -2021-03-27,12047.0,5838.0,11305.0,41979.0,104083.0,953498.0,19677,8036,16632,52920,131446,1051050 -2021-03-28,12124.0,5866.0,11368.0,42126.0,104545.0,956053.0,19677,8036,16632,52920,131446,1051050 -2021-03-29,12208.0,5894.0,11438.0,42315.0,104909.0,958314.0,19677,8036,16632,52920,131446,1051050 -2021-03-30,12271.0,5922.0,11494.0,42462.0,105238.0,960372.0,19677,8036,16632,52920,131446,1051050 -2021-03-31,12376.0,5943.0,11536.0,42630.0,105539.0,962129.0,19677,8036,16632,52920,131446,1051050 -2021-04-01,12439.0,5950.0,11571.0,42742.0,105735.0,963207.0,19677,8036,16632,52920,131446,1051050 -2021-04-02,12460.0,5957.0,11592.0,42791.0,105868.0,963865.0,19677,8036,16632,52920,131446,1051050 -2021-04-03,12495.0,5971.0,11606.0,42854.0,105994.0,964670.0,19677,8036,16632,52920,131446,1051050 -2021-04-04,12516.0,5978.0,11620.0,42889.0,106043.0,965020.0,19677,8036,16632,52920,131446,1051050 -2021-04-05,12523.0,5978.0,11627.0,42917.0,106071.0,965223.0,19677,8036,16632,52920,131446,1051050 -2021-04-06,12537.0,5985.0,11634.0,42973.0,106127.0,965650.0,19677,8036,16632,52920,131446,1051050 -2021-04-07,12565.0,5992.0,11655.0,43050.0,106232.0,966329.0,19677,8036,16632,52920,131446,1051050 -2021-04-08,12600.0,5999.0,11676.0,43099.0,106323.0,967071.0,19677,8036,16632,52920,131446,1051050 -2021-04-09,12642.0,6013.0,11704.0,43190.0,106428.0,967855.0,19677,8036,16632,52920,131446,1051050 -2021-04-10,12670.0,6020.0,11718.0,43260.0,106519.0,968464.0,19677,8036,16632,52920,131446,1051050 -2021-04-11,12691.0,6027.0,11732.0,43302.0,106568.0,968709.0,19677,8036,16632,52920,131446,1051050 -2021-04-12,12705.0,6027.0,11739.0,43323.0,106596.0,968975.0,19677,8036,16632,52920,131446,1051050 -2021-04-13,12719.0,6034.0,11746.0,43358.0,106645.0,969255.0,19677,8036,16632,52920,131446,1051050 -2021-04-14,12733.0,6041.0,11760.0,43393.0,106694.0,969521.0,19677,8036,16632,52920,131446,1051050 -2021-04-15,12747.0,6048.0,11767.0,43442.0,106729.0,969780.0,19677,8036,16632,52920,131446,1051050 -2021-04-16,12761.0,6048.0,11774.0,43470.0,106785.0,970060.0,19677,8036,16632,52920,131446,1051050 -2021-04-17,12775.0,6055.0,11781.0,43526.0,106827.0,970354.0,19677,8036,16632,52920,131446,1051050 -2021-04-18,12782.0,6055.0,11788.0,43547.0,106841.0,970480.0,19677,8036,16632,52920,131446,1051050 -2021-04-19,12796.0,6055.0,11795.0,43568.0,106869.0,970648.0,19677,8036,16632,52920,131446,1051050 -2021-04-20,12810.0,6055.0,11809.0,43589.0,106897.0,970816.0,19677,8036,16632,52920,131446,1051050 -2021-04-21,12824.0,6062.0,11823.0,43624.0,106918.0,971019.0,19677,8036,16632,52920,131446,1051050 -2021-04-22,12831.0,6062.0,11830.0,43645.0,106960.0,971236.0,19677,8036,16632,52920,131446,1051050 -2021-04-23,12845.0,6062.0,11837.0,43673.0,106995.0,971467.0,19677,8036,16632,52920,131446,1051050 -2021-04-24,12859.0,6069.0,11844.0,43708.0,107037.0,971705.0,19677,8036,16632,52920,131446,1051050 -2021-04-25,12866.0,6076.0,11851.0,43729.0,107051.0,971852.0,19677,8036,16632,52920,131446,1051050 -2021-04-26,12873.0,6076.0,11858.0,43743.0,107086.0,971992.0,19677,8036,16632,52920,131446,1051050 -2021-04-27,12887.0,6083.0,11865.0,43771.0,107114.0,972167.0,19677,8036,16632,52920,131446,1051050 -2021-04-28,12901.0,6083.0,11872.0,43785.0,107135.0,972356.0,19677,8036,16632,52920,131446,1051050 -2021-04-29,12915.0,6090.0,11879.0,43820.0,107177.0,972566.0,19677,8036,16632,52920,131446,1051050 -2021-04-30,12922.0,6097.0,11879.0,43848.0,107198.0,972762.0,19677,8036,16632,52920,131446,1051050 -2021-05-01,12936.0,6097.0,11886.0,43869.0,107226.0,972923.0,19677,8036,16632,52920,131446,1051050 -2021-05-02,12943.0,6104.0,11886.0,43890.0,107240.0,973000.0,19677,8036,16632,52920,131446,1051050 -2021-05-03,12943.0,6104.0,11893.0,43897.0,107247.0,973049.0,19677,8036,16632,52920,131446,1051050 -2021-05-04,12957.0,6104.0,11900.0,43911.0,107261.0,973168.0,19677,8036,16632,52920,131446,1051050 -2021-05-05,12964.0,6111.0,11907.0,43939.0,107289.0,973322.0,19677,8036,16632,52920,131446,1051050 -2021-05-06,12978.0,6111.0,11921.0,43967.0,107324.0,973553.0,19677,8036,16632,52920,131446,1051050 -2021-05-07,12985.0,6111.0,11935.0,43995.0,107345.0,973777.0,19677,8036,16632,52920,131446,1051050 -2021-05-08,13006.0,6118.0,11942.0,44023.0,107373.0,974001.0,19677,8036,16632,52920,131446,1051050 -2021-05-09,13006.0,6125.0,11949.0,44030.0,107380.0,974106.0,19677,8036,16632,52920,131446,1051050 -2021-05-10,13020.0,6125.0,11956.0,44051.0,107408.0,974225.0,19677,8036,16632,52920,131446,1051050 -2021-05-11,13034.0,6125.0,11963.0,44086.0,107429.0,974407.0,19677,8036,16632,52920,131446,1051050 -2021-05-12,13062.0,6132.0,11977.0,44128.0,107471.0,974680.0,19677,8036,16632,52920,131446,1051050 -2021-05-13,13090.0,6132.0,11991.0,44177.0,107513.0,974981.0,19677,8036,16632,52920,131446,1051050 -2021-05-14,13118.0,6139.0,12012.0,44219.0,107555.0,975289.0,19677,8036,16632,52920,131446,1051050 -2021-05-15,13139.0,6139.0,12026.0,44275.0,107590.0,975597.0,19677,8036,16632,52920,131446,1051050 -2021-05-16,13146.0,6146.0,12040.0,44303.0,107618.0,975744.0,19677,8036,16632,52920,131446,1051050 -2021-05-17,13160.0,6146.0,12047.0,44331.0,107639.0,975940.0,19677,8036,16632,52920,131446,1051050 -2021-05-18,13174.0,6153.0,12054.0,44373.0,107667.0,976164.0,19677,8036,16632,52920,131446,1051050 -2021-05-19,13188.0,6153.0,12068.0,44429.0,107716.0,976486.0,19677,8036,16632,52920,131446,1051050 -2021-05-20,13209.0,6167.0,12089.0,44492.0,107765.0,976829.0,19677,8036,16632,52920,131446,1051050 -2021-05-21,13223.0,6167.0,12103.0,44534.0,107814.0,977151.0,19677,8036,16632,52920,131446,1051050 -2021-05-22,13244.0,6174.0,12110.0,44590.0,107856.0,977459.0,19677,8036,16632,52920,131446,1051050 -2021-05-23,13258.0,6174.0,12117.0,44618.0,107877.0,977620.0,19677,8036,16632,52920,131446,1051050 -2021-05-24,13279.0,6174.0,12124.0,44646.0,107898.0,977816.0,19677,8036,16632,52920,131446,1051050 -2021-05-25,13286.0,6181.0,12145.0,44695.0,107926.0,978026.0,19677,8036,16632,52920,131446,1051050 -2021-05-26,13307.0,6181.0,12159.0,44737.0,107954.0,978278.0,19677,8036,16632,52920,131446,1051050 -2021-05-27,13328.0,6188.0,12166.0,44786.0,107989.0,978530.0,19677,8036,16632,52920,131446,1051050 -2021-05-28,13349.0,6195.0,12180.0,44828.0,108038.0,978747.0,19677,8036,16632,52920,131446,1051050 -2021-05-29,13370.0,6195.0,12201.0,44884.0,108066.0,978957.0,19677,8036,16632,52920,131446,1051050 -2021-05-30,13377.0,6202.0,12215.0,44912.0,108094.0,979076.0,19677,8036,16632,52920,131446,1051050 -2021-05-31,13384.0,6202.0,12222.0,44940.0,108101.0,979160.0,19677,8036,16632,52920,131446,1051050 -2021-06-01,13398.0,6209.0,12229.0,44954.0,108122.0,979286.0,19677,8036,16632,52920,131446,1051050 -2021-06-02,13405.0,6216.0,12236.0,44982.0,108136.0,979412.0,19677,8036,16632,52920,131446,1051050 -2021-06-03,13419.0,6223.0,12250.0,45024.0,108157.0,979594.0,19677,8036,16632,52920,131446,1051050 -2021-06-04,13433.0,6223.0,12257.0,45059.0,108178.0,979741.0,19677,8036,16632,52920,131446,1051050 -2021-06-05,13447.0,6230.0,12271.0,45101.0,108199.0,979902.0,19677,8036,16632,52920,131446,1051050 -2021-06-06,13454.0,6230.0,12278.0,45129.0,108213.0,979986.0,19677,8036,16632,52920,131446,1051050 -2021-06-07,13461.0,6230.0,12285.0,45150.0,108227.0,980084.0,19677,8036,16632,52920,131446,1051050 -2021-06-08,13468.0,6237.0,12299.0,45171.0,108241.0,980182.0,19677,8036,16632,52920,131446,1051050 -2021-06-09,13482.0,6237.0,12306.0,45199.0,108269.0,980329.0,19677,8036,16632,52920,131446,1051050 -2021-06-10,13489.0,6244.0,12313.0,45241.0,108290.0,980462.0,19677,8036,16632,52920,131446,1051050 -2021-06-11,13496.0,6244.0,12327.0,45262.0,108304.0,980567.0,19677,8036,16632,52920,131446,1051050 -2021-06-12,13510.0,6251.0,12341.0,45297.0,108325.0,980721.0,19677,8036,16632,52920,131446,1051050 -2021-06-13,13517.0,6251.0,12341.0,45318.0,108339.0,980791.0,19677,8036,16632,52920,131446,1051050 -2021-06-14,13524.0,6251.0,12348.0,45332.0,108353.0,980854.0,19677,8036,16632,52920,131446,1051050 -2021-06-15,13531.0,6258.0,12355.0,45353.0,108367.0,980952.0,19677,8036,16632,52920,131446,1051050 -2021-06-16,13545.0,6258.0,12369.0,45381.0,108388.0,981064.0,19677,8036,16632,52920,131446,1051050 -2021-06-17,13552.0,6265.0,12376.0,45416.0,108409.0,981162.0,19677,8036,16632,52920,131446,1051050 -2021-06-18,13573.0,6265.0,12390.0,45437.0,108437.0,981260.0,19677,8036,16632,52920,131446,1051050 -2021-06-19,13587.0,6272.0,12404.0,45472.0,108472.0,981393.0,19677,8036,16632,52920,131446,1051050 -2021-06-20,13594.0,6272.0,12404.0,45479.0,108486.0,981456.0,19677,8036,16632,52920,131446,1051050 -2021-06-21,13601.0,6279.0,12411.0,45486.0,108493.0,981519.0,19677,8036,16632,52920,131446,1051050 -2021-06-22,13608.0,6279.0,12418.0,45507.0,108507.0,981596.0,19677,8036,16632,52920,131446,1051050 -2021-06-23,13622.0,6286.0,12418.0,45514.0,108528.0,981701.0,19677,8036,16632,52920,131446,1051050 -2021-06-24,13636.0,6286.0,12425.0,45528.0,108542.0,981806.0,19677,8036,16632,52920,131446,1051050 -2021-06-25,13643.0,6293.0,12439.0,45535.0,108570.0,981911.0,19677,8036,16632,52920,131446,1051050 -2021-06-26,13657.0,6293.0,12453.0,45563.0,108612.0,982086.0,19677,8036,16632,52920,131446,1051050 -2021-06-27,13664.0,6293.0,12460.0,45577.0,108626.0,982170.0,19677,8036,16632,52920,131446,1051050 -2021-06-28,13671.0,6300.0,12467.0,45591.0,108640.0,982226.0,19677,8036,16632,52920,131446,1051050 -2021-06-29,13678.0,6300.0,12474.0,45605.0,108654.0,982296.0,19677,8036,16632,52920,131446,1051050 -2021-06-30,13685.0,6300.0,12488.0,45626.0,108668.0,982394.0,19677,8036,16632,52920,131446,1051050 -2021-07-01,13692.0,6307.0,12495.0,45633.0,108682.0,982499.0,19677,8036,16632,52920,131446,1051050 -2021-07-02,13699.0,6307.0,12502.0,45647.0,108703.0,982583.0,19677,8036,16632,52920,131446,1051050 -2021-07-03,13713.0,6307.0,12509.0,45661.0,108717.0,982681.0,19677,8036,16632,52920,131446,1051050 -2021-07-04,13720.0,6307.0,12516.0,45661.0,108731.0,982723.0,19677,8036,16632,52920,131446,1051050 -2021-07-05,13720.0,6314.0,12523.0,45682.0,108738.0,982772.0,19677,8036,16632,52920,131446,1051050 -2021-07-06,13727.0,6314.0,12530.0,45689.0,108752.0,982849.0,19677,8036,16632,52920,131446,1051050 -2021-07-07,13741.0,6314.0,12544.0,45703.0,108773.0,982947.0,19677,8036,16632,52920,131446,1051050 -2021-07-08,13748.0,6321.0,12551.0,45717.0,108794.0,983024.0,19677,8036,16632,52920,131446,1051050 -2021-07-09,13755.0,6321.0,12551.0,45738.0,108808.0,983108.0,19677,8036,16632,52920,131446,1051050 -2021-07-10,13762.0,6328.0,12558.0,45752.0,108829.0,983213.0,19677,8036,16632,52920,131446,1051050 -2021-07-11,13769.0,6328.0,12565.0,45759.0,108843.0,983255.0,19677,8036,16632,52920,131446,1051050 -2021-07-12,13769.0,6328.0,12565.0,45766.0,108850.0,983297.0,19677,8036,16632,52920,131446,1051050 -2021-07-13,13776.0,6328.0,12572.0,45773.0,108864.0,983353.0,19677,8036,16632,52920,131446,1051050 -2021-07-14,13783.0,6328.0,12572.0,45787.0,108871.0,983444.0,19677,8036,16632,52920,131446,1051050 -2021-07-15,13790.0,6335.0,12579.0,45801.0,108892.0,983528.0,19677,8036,16632,52920,131446,1051050 -2021-07-16,13804.0,6342.0,12586.0,45815.0,108906.0,983612.0,19677,8036,16632,52920,131446,1051050 -2021-07-17,13811.0,6342.0,12593.0,45829.0,108927.0,983724.0,19677,8036,16632,52920,131446,1051050 -2021-07-18,13811.0,6342.0,12600.0,45836.0,108934.0,983766.0,19677,8036,16632,52920,131446,1051050 -2021-07-19,13818.0,6342.0,12607.0,45836.0,108941.0,983801.0,19677,8036,16632,52920,131446,1051050 -2021-07-20,13818.0,6349.0,12614.0,45843.0,108948.0,983864.0,19677,8036,16632,52920,131446,1051050 -2021-07-21,13825.0,6349.0,12621.0,45850.0,108955.0,983934.0,19677,8036,16632,52920,131446,1051050 -2021-07-22,13839.0,6349.0,12621.0,45864.0,108969.0,984011.0,19677,8036,16632,52920,131446,1051050 -2021-07-23,13839.0,6356.0,12628.0,45864.0,108983.0,984088.0,19677,8036,16632,52920,131446,1051050 -2021-07-24,13846.0,6356.0,12628.0,45878.0,108997.0,984158.0,19677,8036,16632,52920,131446,1051050 -2021-07-25,13846.0,6356.0,12628.0,45885.0,109004.0,984193.0,19677,8036,16632,52920,131446,1051050 -2021-07-26,13853.0,6356.0,12628.0,45892.0,109011.0,984228.0,19677,8036,16632,52920,131446,1051050 -2021-07-27,13853.0,6356.0,12635.0,45906.0,109018.0,984270.0,19677,8036,16632,52920,131446,1051050 -2021-07-28,13860.0,6356.0,12642.0,45913.0,109032.0,984319.0,19677,8036,16632,52920,131446,1051050 -2021-07-29,13867.0,6356.0,12642.0,45920.0,109046.0,984375.0,19677,8036,16632,52920,131446,1051050 -2021-07-30,13867.0,6363.0,12649.0,45934.0,109060.0,984410.0,19677,8036,16632,52920,131446,1051050 -2021-07-31,13874.0,6363.0,12656.0,45941.0,109067.0,984459.0,19677,8036,16632,52920,131446,1051050 -2021-08-01,13874.0,6363.0,12656.0,45948.0,109074.0,984487.0,19677,8036,16632,52920,131446,1051050 -2021-08-02,13881.0,6363.0,12663.0,45955.0,109081.0,984522.0,19677,8036,16632,52920,131446,1051050 -2021-08-03,13881.0,6370.0,12663.0,45969.0,109088.0,984550.0,19677,8036,16632,52920,131446,1051050 -2021-08-04,13895.0,6370.0,12670.0,45983.0,109095.0,984592.0,19677,8036,16632,52920,131446,1051050 -2021-08-05,13895.0,6370.0,12670.0,45997.0,109109.0,984648.0,19677,8036,16632,52920,131446,1051050 -2021-08-06,13902.0,6377.0,12677.0,46004.0,109116.0,984704.0,19677,8036,16632,52920,131446,1051050 -2021-08-07,13909.0,6377.0,12677.0,46011.0,109130.0,984767.0,19677,8036,16632,52920,131446,1051050 -2021-08-08,13909.0,6377.0,12677.0,46018.0,109137.0,984795.0,19677,8036,16632,52920,131446,1051050 -2021-08-09,13916.0,6377.0,12677.0,46025.0,109137.0,984830.0,19677,8036,16632,52920,131446,1051050 -2021-08-10,13916.0,6384.0,12677.0,46039.0,109151.0,984872.0,19677,8036,16632,52920,131446,1051050 -2021-08-11,13930.0,6384.0,12684.0,46053.0,109158.0,984914.0,19677,8036,16632,52920,131446,1051050 -2021-08-12,13930.0,6384.0,12684.0,46074.0,109172.0,984977.0,19677,8036,16632,52920,131446,1051050 -2021-08-13,13937.0,6391.0,12691.0,46088.0,109186.0,985012.0,19677,8036,16632,52920,131446,1051050 -2021-08-14,13944.0,6391.0,12691.0,46095.0,109193.0,985054.0,19677,8036,16632,52920,131446,1051050 -2021-08-15,13944.0,6391.0,12698.0,46095.0,109200.0,985075.0,19677,8036,16632,52920,131446,1051050 -2021-08-16,13951.0,6391.0,12698.0,46109.0,109207.0,985110.0,19677,8036,16632,52920,131446,1051050 -2021-08-17,13958.0,6391.0,12698.0,46116.0,109214.0,985138.0,19677,8036,16632,52920,131446,1051050 -2021-08-18,13958.0,6391.0,12705.0,46123.0,109228.0,985166.0,19677,8036,16632,52920,131446,1051050 -2021-08-19,13958.0,6391.0,12705.0,46123.0,109228.0,985173.0,19677,8036,16632,52920,131446,1051050 +2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,19677,8050,16618,52976,131173,1051127 +2020-12-02,0.0,0.0,0.0,0.0,0.0,0.0,19677,8050,16618,52976,131173,1051127 +2020-12-04,0.0,0.0,0.0,0.0,0.0,0.0,19677,8050,16618,52976,131173,1051127 +2020-12-07,0.0,0.0,0.0,0.0,0.0,0.0,19677,8050,16618,52976,131173,1051127 +2020-12-08,0.0,0.0,0.0,14.0,14.0,140.0,19677,8050,16618,52976,131173,1051127 +2020-12-09,0.0,7.0,0.0,21.0,42.0,455.0,19677,8050,16618,52976,131173,1051127 +2020-12-10,7.0,7.0,14.0,42.0,70.0,749.0,19677,8050,16618,52976,131173,1051127 +2020-12-11,14.0,14.0,14.0,56.0,105.0,1029.0,19677,8050,16618,52976,131173,1051127 +2020-12-12,21.0,14.0,21.0,70.0,126.0,1253.0,19677,8050,16618,52976,131173,1051127 +2020-12-13,21.0,21.0,21.0,84.0,147.0,1449.0,19677,8050,16618,52976,131173,1051127 +2020-12-14,21.0,21.0,21.0,98.0,182.0,1694.0,19677,8050,16618,52976,131173,1051127 +2020-12-15,28.0,28.0,35.0,119.0,231.0,2093.0,19677,8050,16618,52976,131173,1051127 +2020-12-16,35.0,35.0,49.0,140.0,287.0,2632.0,19677,8050,16618,52976,131173,1051127 +2020-12-17,42.0,35.0,56.0,175.0,364.0,3353.0,19677,8050,16618,52976,131173,1051127 +2020-12-18,56.0,42.0,63.0,224.0,434.0,4004.0,19677,8050,16618,52976,131173,1051127 +2020-12-19,63.0,42.0,77.0,266.0,497.0,4606.0,19677,8050,16618,52976,131173,1051127 +2020-12-20,77.0,49.0,84.0,315.0,588.0,5362.0,19677,8050,16618,52976,131173,1051127 +2020-12-21,91.0,56.0,98.0,378.0,672.0,6314.0,19677,8050,16618,52976,131173,1051127 +2020-12-22,98.0,70.0,112.0,441.0,756.0,7119.0,19677,8050,16618,52976,131173,1051127 +2020-12-23,112.0,77.0,133.0,525.0,847.0,8204.0,19677,8050,16618,52976,131173,1051127 +2020-12-24,119.0,77.0,140.0,560.0,917.0,8729.0,19677,8050,16618,52976,131173,1051127 +2020-12-25,119.0,77.0,140.0,560.0,917.0,8729.0,19677,8050,16618,52976,131173,1051127 +2020-12-26,119.0,77.0,140.0,560.0,917.0,8743.0,19677,8050,16618,52976,131173,1051127 +2020-12-27,119.0,77.0,140.0,560.0,931.0,8904.0,19677,8050,16618,52976,131173,1051127 +2020-12-28,119.0,84.0,147.0,574.0,959.0,9184.0,19677,8050,16618,52976,131173,1051127 +2020-12-29,133.0,84.0,154.0,623.0,1022.0,9828.0,19677,8050,16618,52976,131173,1051127 +2020-12-30,161.0,98.0,175.0,721.0,1169.0,11501.0,19677,8050,16618,52976,131173,1051127 +2020-12-31,182.0,119.0,196.0,826.0,1344.0,12999.0,19677,8050,16618,52976,131173,1051127 +2021-01-01,189.0,119.0,196.0,854.0,1386.0,13412.0,19677,8050,16618,52976,131173,1051127 +2021-01-02,196.0,126.0,203.0,882.0,1421.0,13825.0,19677,8050,16618,52976,131173,1051127 +2021-01-03,203.0,126.0,210.0,903.0,1456.0,14196.0,19677,8050,16618,52976,131173,1051127 +2021-01-04,210.0,133.0,224.0,938.0,1505.0,14882.0,19677,8050,16618,52976,131173,1051127 +2021-01-05,238.0,140.0,252.0,1008.0,1631.0,16191.0,19677,8050,16618,52976,131173,1051127 +2021-01-06,266.0,161.0,273.0,1106.0,1820.0,18144.0,19677,8050,16618,52976,131173,1051127 +2021-01-07,308.0,189.0,308.0,1281.0,2079.0,21126.0,19677,8050,16618,52976,131173,1051127 +2021-01-08,357.0,210.0,350.0,1477.0,2359.0,24171.0,19677,8050,16618,52976,131173,1051127 +2021-01-09,392.0,231.0,378.0,1596.0,2611.0,26866.0,19677,8050,16618,52976,131173,1051127 +2021-01-10,406.0,238.0,392.0,1673.0,2772.0,28294.0,19677,8050,16618,52976,131173,1051127 +2021-01-11,441.0,259.0,413.0,1750.0,2982.0,30471.0,19677,8050,16618,52976,131173,1051127 +2021-01-12,497.0,266.0,441.0,1869.0,3255.0,33159.0,19677,8050,16618,52976,131173,1051127 +2021-01-13,553.0,294.0,469.0,1995.0,3563.0,36253.0,19677,8050,16618,52976,131173,1051127 +2021-01-14,630.0,322.0,504.0,2142.0,3906.0,39788.0,19677,8050,16618,52976,131173,1051127 +2021-01-15,700.0,350.0,553.0,2303.0,4326.0,43848.0,19677,8050,16618,52976,131173,1051127 +2021-01-16,749.0,378.0,588.0,2471.0,4669.0,47285.0,19677,8050,16618,52976,131173,1051127 +2021-01-17,798.0,399.0,609.0,2576.0,4886.0,49602.0,19677,8050,16618,52976,131173,1051127 +2021-01-18,847.0,420.0,637.0,2681.0,5131.0,52297.0,19677,8050,16618,52976,131173,1051127 +2021-01-19,903.0,448.0,665.0,2849.0,5432.0,55503.0,19677,8050,16618,52976,131173,1051127 +2021-01-20,966.0,476.0,707.0,3038.0,5733.0,59024.0,19677,8050,16618,52976,131173,1051127 +2021-01-21,1029.0,511.0,749.0,3220.0,6111.0,62636.0,19677,8050,16618,52976,131173,1051127 +2021-01-22,1134.0,546.0,798.0,3472.0,6489.0,67067.0,19677,8050,16618,52976,131173,1051127 +2021-01-23,1183.0,581.0,819.0,3640.0,6811.0,70721.0,19677,8050,16618,52976,131173,1051127 +2021-01-24,1218.0,602.0,854.0,3759.0,7007.0,73024.0,19677,8050,16618,52976,131173,1051127 +2021-01-25,1267.0,623.0,882.0,3878.0,7203.0,75362.0,19677,8050,16618,52976,131173,1051127 +2021-01-26,1337.0,644.0,910.0,4025.0,7462.0,78141.0,19677,8050,16618,52976,131173,1051127 +2021-01-27,1414.0,672.0,952.0,4200.0,7700.0,80787.0,19677,8050,16618,52976,131173,1051127 +2021-01-28,1477.0,693.0,980.0,4361.0,7931.0,83685.0,19677,8050,16618,52976,131173,1051127 +2021-01-29,1561.0,714.0,1015.0,4571.0,8218.0,87143.0,19677,8050,16618,52976,131173,1051127 +2021-01-30,1617.0,735.0,1057.0,4739.0,8414.0,89908.0,19677,8050,16618,52976,131173,1051127 +2021-01-31,1652.0,756.0,1085.0,4886.0,8603.0,91917.0,19677,8050,16618,52976,131173,1051127 +2021-02-01,1708.0,763.0,1120.0,5019.0,8778.0,93814.0,19677,8050,16618,52976,131173,1051127 +2021-02-02,1764.0,791.0,1148.0,5236.0,8967.0,96047.0,19677,8050,16618,52976,131173,1051127 +2021-02-03,1841.0,819.0,1183.0,5467.0,9163.0,98672.0,19677,8050,16618,52976,131173,1051127 +2021-02-04,1918.0,840.0,1225.0,5705.0,9373.0,101682.0,19677,8050,16618,52976,131173,1051127 +2021-02-05,1995.0,875.0,1281.0,5985.0,9611.0,104615.0,19677,8050,16618,52976,131173,1051127 +2021-02-06,2051.0,896.0,1316.0,6237.0,9828.0,107639.0,19677,8050,16618,52976,131173,1051127 +2021-02-07,2093.0,917.0,1358.0,6405.0,9989.0,109410.0,19677,8050,16618,52976,131173,1051127 +2021-02-08,2142.0,924.0,1379.0,6559.0,10115.0,111069.0,19677,8050,16618,52976,131173,1051127 +2021-02-09,2198.0,945.0,1414.0,6860.0,10325.0,113547.0,19677,8050,16618,52976,131173,1051127 +2021-02-10,2296.0,994.0,1498.0,7518.0,10605.0,117411.0,19677,8050,16618,52976,131173,1051127 +2021-02-11,2415.0,1050.0,1631.0,8323.0,11046.0,123466.0,19677,8050,16618,52976,131173,1051127 +2021-02-12,2590.0,1127.0,1806.0,9310.0,11606.0,132307.0,19677,8050,16618,52976,131173,1051127 +2021-02-13,2758.0,1211.0,1939.0,10115.0,12264.0,142723.0,19677,8050,16618,52976,131173,1051127 +2021-02-14,2849.0,1253.0,2037.0,10647.0,12593.0,147203.0,19677,8050,16618,52976,131173,1051127 +2021-02-15,2940.0,1309.0,2121.0,11193.0,12985.0,152033.0,19677,8050,16618,52976,131173,1051127 +2021-02-16,3143.0,1407.0,2317.0,12068.0,14112.0,168644.0,19677,8050,16618,52976,131173,1051127 +2021-02-17,3388.0,1554.0,2611.0,13307.0,15946.0,197162.0,19677,8050,16618,52976,131173,1051127 +2021-02-18,3591.0,1701.0,2828.0,14434.0,17766.0,222488.0,19677,8050,16618,52976,131173,1051127 +2021-02-19,3787.0,1792.0,3059.0,15414.0,18998.0,242053.0,19677,8050,16618,52976,131173,1051127 +2021-02-20,3962.0,1911.0,3220.0,16254.0,20405.0,262304.0,19677,8050,16618,52976,131173,1051127 +2021-02-21,4074.0,1953.0,3318.0,16751.0,20881.0,269101.0,19677,8050,16618,52976,131173,1051127 +2021-02-22,4200.0,2009.0,3423.0,17290.0,21469.0,276640.0,19677,8050,16618,52976,131173,1051127 +2021-02-23,4445.0,2114.0,3626.0,18340.0,22806.0,295561.0,19677,8050,16618,52976,131173,1051127 +2021-02-24,4725.0,2282.0,3906.0,19656.0,25368.0,325556.0,19677,8050,16618,52976,131173,1051127 +2021-02-25,5061.0,2457.0,4242.0,21189.0,28588.0,360094.0,19677,8050,16618,52976,131173,1051127 +2021-02-26,5453.0,2639.0,4655.0,22715.0,32046.0,399588.0,19677,8050,16618,52976,131173,1051127 +2021-02-27,5789.0,2828.0,4970.0,23996.0,35070.0,430563.0,19677,8050,16618,52976,131173,1051127 +2021-02-28,5950.0,2926.0,5159.0,24668.0,37002.0,448245.0,19677,8050,16618,52976,131173,1051127 +2021-03-01,6083.0,3003.0,5299.0,25214.0,39074.0,465948.0,19677,8050,16618,52976,131173,1051127 +2021-03-02,6251.0,3108.0,5558.0,25893.0,41650.0,488026.0,19677,8050,16618,52976,131173,1051127 +2021-03-03,6517.0,3248.0,5859.0,27027.0,45101.0,516488.0,19677,8050,16618,52976,131173,1051127 +2021-03-04,6874.0,3444.0,6230.0,28329.0,49686.0,556626.0,19677,8050,16618,52976,131173,1051127 +2021-03-05,7266.0,3668.0,6650.0,29645.0,54313.0,595917.0,19677,8050,16618,52976,131173,1051127 +2021-03-06,7749.0,3920.0,7140.0,31164.0,59094.0,636797.0,19677,8050,16618,52976,131173,1051127 +2021-03-07,7931.0,4004.0,7329.0,31829.0,61649.0,656152.0,19677,8050,16618,52976,131173,1051127 +2021-03-08,8162.0,4137.0,7609.0,32704.0,64680.0,679602.0,19677,8050,16618,52976,131173,1051127 +2021-03-09,8435.0,4249.0,7917.0,33572.0,67375.0,700280.0,19677,8050,16618,52976,131173,1051127 +2021-03-10,8673.0,4375.0,8211.0,34321.0,70343.0,721042.0,19677,8050,16618,52976,131173,1051127 +2021-03-11,8911.0,4487.0,8470.0,34944.0,73199.0,741230.0,19677,8050,16618,52976,131173,1051127 +2021-03-12,9247.0,4662.0,8764.0,35707.0,76972.0,768509.0,19677,8050,16618,52976,131173,1051127 +2021-03-13,9653.0,4879.0,9142.0,36806.0,81655.0,803194.0,19677,8050,16618,52976,131173,1051127 +2021-03-14,9870.0,4977.0,9373.0,37303.0,84119.0,821212.0,19677,8050,16618,52976,131173,1051127 +2021-03-15,10129.0,5082.0,9646.0,37954.0,86814.0,840686.0,19677,8050,16618,52976,131173,1051127 +2021-03-16,10346.0,5180.0,9849.0,38402.0,89285.0,857332.0,19677,8050,16618,52976,131173,1051127 +2021-03-17,10535.0,5271.0,10031.0,38906.0,91308.0,871052.0,19677,8050,16618,52976,131173,1051127 +2021-03-18,10745.0,5355.0,10206.0,39340.0,93345.0,885129.0,19677,8050,16618,52976,131173,1051127 +2021-03-19,10962.0,5467.0,10381.0,39760.0,95620.0,900116.0,19677,8050,16618,52976,131173,1051127 +2021-03-20,11221.0,5544.0,10570.0,40229.0,98000.0,916622.0,19677,8050,16618,52976,131173,1051127 +2021-03-21,11298.0,5586.0,10682.0,40453.0,99085.0,923314.0,19677,8050,16618,52976,131173,1051127 +2021-03-22,11417.0,5635.0,10801.0,40670.0,99967.0,928970.0,19677,8050,16618,52976,131173,1051127 +2021-03-23,11522.0,5663.0,10892.0,40901.0,100758.0,933786.0,19677,8050,16618,52976,131173,1051127 +2021-03-24,11627.0,5705.0,10983.0,41188.0,101549.0,938658.0,19677,8050,16618,52976,131173,1051127 +2021-03-25,11753.0,5740.0,11088.0,41412.0,102242.0,943159.0,19677,8050,16618,52976,131173,1051127 +2021-03-26,11879.0,5796.0,11165.0,41685.0,103033.0,947842.0,19677,8050,16618,52976,131173,1051127 +2021-03-27,12054.0,5845.0,11284.0,41993.0,103887.0,953393.0,19677,8050,16618,52976,131173,1051127 +2021-03-28,12131.0,5873.0,11347.0,42140.0,104349.0,955955.0,19677,8050,16618,52976,131173,1051127 +2021-03-29,12215.0,5901.0,11424.0,42322.0,104713.0,958209.0,19677,8050,16618,52976,131173,1051127 +2021-03-30,12278.0,5922.0,11480.0,42476.0,105042.0,960267.0,19677,8050,16618,52976,131173,1051127 +2021-03-31,12383.0,5943.0,11522.0,42644.0,105343.0,962017.0,19677,8050,16618,52976,131173,1051127 +2021-04-01,12446.0,5957.0,11550.0,42756.0,105539.0,963102.0,19677,8050,16618,52976,131173,1051127 +2021-04-02,12467.0,5964.0,11578.0,42805.0,105665.0,963760.0,19677,8050,16618,52976,131173,1051127 +2021-04-03,12502.0,5978.0,11592.0,42868.0,105798.0,964565.0,19677,8050,16618,52976,131173,1051127 +2021-04-04,12523.0,5978.0,11599.0,42903.0,105847.0,964922.0,19677,8050,16618,52976,131173,1051127 +2021-04-05,12530.0,5985.0,11606.0,42924.0,105875.0,965125.0,19677,8050,16618,52976,131173,1051127 +2021-04-06,12544.0,5992.0,11620.0,42980.0,105931.0,965552.0,19677,8050,16618,52976,131173,1051127 +2021-04-07,12572.0,5999.0,11641.0,43064.0,106036.0,966231.0,19677,8050,16618,52976,131173,1051127 +2021-04-08,12607.0,6006.0,11662.0,43113.0,106127.0,966980.0,19677,8050,16618,52976,131173,1051127 +2021-04-09,12649.0,6013.0,11683.0,43197.0,106225.0,967757.0,19677,8050,16618,52976,131173,1051127 +2021-04-10,12677.0,6027.0,11704.0,43274.0,106323.0,968366.0,19677,8050,16618,52976,131173,1051127 +2021-04-11,12698.0,6034.0,11711.0,43309.0,106365.0,968618.0,19677,8050,16618,52976,131173,1051127 +2021-04-12,12712.0,6034.0,11725.0,43337.0,106400.0,968877.0,19677,8050,16618,52976,131173,1051127 +2021-04-13,12726.0,6041.0,11732.0,43372.0,106449.0,969164.0,19677,8050,16618,52976,131173,1051127 +2021-04-14,12740.0,6041.0,11746.0,43400.0,106498.0,969423.0,19677,8050,16618,52976,131173,1051127 +2021-04-15,12754.0,6048.0,11746.0,43449.0,106533.0,969689.0,19677,8050,16618,52976,131173,1051127 +2021-04-16,12768.0,6055.0,11753.0,43484.0,106582.0,969969.0,19677,8050,16618,52976,131173,1051127 +2021-04-17,12782.0,6055.0,11767.0,43533.0,106631.0,970263.0,19677,8050,16618,52976,131173,1051127 +2021-04-18,12789.0,6062.0,11774.0,43561.0,106645.0,970389.0,19677,8050,16618,52976,131173,1051127 +2021-04-19,12803.0,6062.0,11781.0,43575.0,106673.0,970550.0,19677,8050,16618,52976,131173,1051127 +2021-04-20,12817.0,6062.0,11788.0,43596.0,106701.0,970718.0,19677,8050,16618,52976,131173,1051127 +2021-04-21,12831.0,6069.0,11802.0,43631.0,106722.0,970928.0,19677,8050,16618,52976,131173,1051127 +2021-04-22,12838.0,6069.0,11809.0,43659.0,106757.0,971138.0,19677,8050,16618,52976,131173,1051127 +2021-04-23,12852.0,6069.0,11816.0,43687.0,106799.0,971369.0,19677,8050,16618,52976,131173,1051127 +2021-04-24,12866.0,6076.0,11830.0,43715.0,106841.0,971607.0,19677,8050,16618,52976,131173,1051127 +2021-04-25,12873.0,6083.0,11830.0,43736.0,106855.0,971754.0,19677,8050,16618,52976,131173,1051127 +2021-04-26,12880.0,6083.0,11837.0,43757.0,106890.0,971894.0,19677,8050,16618,52976,131173,1051127 +2021-04-27,12894.0,6090.0,11844.0,43778.0,106918.0,972069.0,19677,8050,16618,52976,131173,1051127 +2021-04-28,12908.0,6090.0,11851.0,43799.0,106939.0,972258.0,19677,8050,16618,52976,131173,1051127 +2021-04-29,12922.0,6097.0,11858.0,43827.0,106981.0,972468.0,19677,8050,16618,52976,131173,1051127 +2021-04-30,12929.0,6104.0,11865.0,43862.0,107002.0,972664.0,19677,8050,16618,52976,131173,1051127 +2021-05-01,12943.0,6104.0,11865.0,43876.0,107030.0,972825.0,19677,8050,16618,52976,131173,1051127 +2021-05-02,12950.0,6111.0,11872.0,43897.0,107044.0,972902.0,19677,8050,16618,52976,131173,1051127 +2021-05-03,12950.0,6111.0,11872.0,43904.0,107051.0,972951.0,19677,8050,16618,52976,131173,1051127 +2021-05-04,12964.0,6111.0,11879.0,43918.0,107065.0,973070.0,19677,8050,16618,52976,131173,1051127 +2021-05-05,12971.0,6118.0,11893.0,43946.0,107093.0,973231.0,19677,8050,16618,52976,131173,1051127 +2021-05-06,12985.0,6118.0,11900.0,43974.0,107121.0,973462.0,19677,8050,16618,52976,131173,1051127 +2021-05-07,12999.0,6125.0,11914.0,44002.0,107149.0,973686.0,19677,8050,16618,52976,131173,1051127 +2021-05-08,13013.0,6125.0,11928.0,44030.0,107177.0,973910.0,19677,8050,16618,52976,131173,1051127 +2021-05-09,13013.0,6132.0,11928.0,44044.0,107184.0,974008.0,19677,8050,16618,52976,131173,1051127 +2021-05-10,13027.0,6132.0,11935.0,44065.0,107212.0,974134.0,19677,8050,16618,52976,131173,1051127 +2021-05-11,13041.0,6132.0,11949.0,44100.0,107233.0,974316.0,19677,8050,16618,52976,131173,1051127 +2021-05-12,13069.0,6139.0,11963.0,44135.0,107275.0,974582.0,19677,8050,16618,52976,131173,1051127 +2021-05-13,13097.0,6139.0,11977.0,44191.0,107317.0,974883.0,19677,8050,16618,52976,131173,1051127 +2021-05-14,13125.0,6146.0,11991.0,44233.0,107352.0,975191.0,19677,8050,16618,52976,131173,1051127 +2021-05-15,13146.0,6153.0,12012.0,44289.0,107394.0,975492.0,19677,8050,16618,52976,131173,1051127 +2021-05-16,13153.0,6153.0,12019.0,44317.0,107415.0,975646.0,19677,8050,16618,52976,131173,1051127 +2021-05-17,13167.0,6153.0,12026.0,44345.0,107443.0,975842.0,19677,8050,16618,52976,131173,1051127 +2021-05-18,13181.0,6160.0,12033.0,44387.0,107464.0,976066.0,19677,8050,16618,52976,131173,1051127 +2021-05-19,13195.0,6167.0,12047.0,44443.0,107513.0,976388.0,19677,8050,16618,52976,131173,1051127 +2021-05-20,13216.0,6174.0,12068.0,44499.0,107562.0,976731.0,19677,8050,16618,52976,131173,1051127 +2021-05-21,13230.0,6174.0,12089.0,44548.0,107618.0,977053.0,19677,8050,16618,52976,131173,1051127 +2021-05-22,13251.0,6181.0,12096.0,44604.0,107653.0,977361.0,19677,8050,16618,52976,131173,1051127 +2021-05-23,13265.0,6181.0,12096.0,44625.0,107681.0,977522.0,19677,8050,16618,52976,131173,1051127 +2021-05-24,13286.0,6181.0,12110.0,44653.0,107702.0,977718.0,19677,8050,16618,52976,131173,1051127 +2021-05-25,13293.0,6188.0,12124.0,44702.0,107723.0,977935.0,19677,8050,16618,52976,131173,1051127 +2021-05-26,13314.0,6188.0,12138.0,44751.0,107751.0,978173.0,19677,8050,16618,52976,131173,1051127 +2021-05-27,13335.0,6195.0,12152.0,44800.0,107793.0,978425.0,19677,8050,16618,52976,131173,1051127 +2021-05-28,13356.0,6202.0,12166.0,44842.0,107835.0,978649.0,19677,8050,16618,52976,131173,1051127 +2021-05-29,13377.0,6209.0,12187.0,44898.0,107870.0,978852.0,19677,8050,16618,52976,131173,1051127 +2021-05-30,13384.0,6209.0,12194.0,44933.0,107891.0,978971.0,19677,8050,16618,52976,131173,1051127 +2021-05-31,13391.0,6209.0,12201.0,44954.0,107898.0,979055.0,19677,8050,16618,52976,131173,1051127 +2021-06-01,13405.0,6216.0,12215.0,44975.0,107919.0,979181.0,19677,8050,16618,52976,131173,1051127 +2021-06-02,13412.0,6223.0,12222.0,44996.0,107933.0,979307.0,19677,8050,16618,52976,131173,1051127 +2021-06-03,13426.0,6230.0,12236.0,45038.0,107954.0,979489.0,19677,8050,16618,52976,131173,1051127 +2021-06-04,13440.0,6230.0,12243.0,45073.0,107975.0,979636.0,19677,8050,16618,52976,131173,1051127 +2021-06-05,13454.0,6237.0,12257.0,45115.0,107996.0,979797.0,19677,8050,16618,52976,131173,1051127 +2021-06-06,13461.0,6237.0,12264.0,45143.0,108017.0,979881.0,19677,8050,16618,52976,131173,1051127 +2021-06-07,13468.0,6237.0,12271.0,45164.0,108024.0,979979.0,19677,8050,16618,52976,131173,1051127 +2021-06-08,13475.0,6244.0,12278.0,45185.0,108038.0,980077.0,19677,8050,16618,52976,131173,1051127 +2021-06-09,13489.0,6244.0,12292.0,45220.0,108066.0,980224.0,19677,8050,16618,52976,131173,1051127 +2021-06-10,13496.0,6251.0,12299.0,45255.0,108087.0,980357.0,19677,8050,16618,52976,131173,1051127 +2021-06-11,13503.0,6251.0,12313.0,45283.0,108101.0,980455.0,19677,8050,16618,52976,131173,1051127 +2021-06-12,13517.0,6258.0,12320.0,45311.0,108122.0,980609.0,19677,8050,16618,52976,131173,1051127 +2021-06-13,13524.0,6258.0,12327.0,45332.0,108136.0,980679.0,19677,8050,16618,52976,131173,1051127 +2021-06-14,13531.0,6258.0,12334.0,45346.0,108150.0,980749.0,19677,8050,16618,52976,131173,1051127 +2021-06-15,13538.0,6265.0,12341.0,45367.0,108164.0,980847.0,19677,8050,16618,52976,131173,1051127 +2021-06-16,13552.0,6265.0,12355.0,45395.0,108185.0,980959.0,19677,8050,16618,52976,131173,1051127 +2021-06-17,13559.0,6272.0,12362.0,45430.0,108206.0,981057.0,19677,8050,16618,52976,131173,1051127 +2021-06-18,13580.0,6272.0,12369.0,45451.0,108227.0,981155.0,19677,8050,16618,52976,131173,1051127 +2021-06-19,13594.0,6279.0,12383.0,45479.0,108269.0,981295.0,19677,8050,16618,52976,131173,1051127 +2021-06-20,13601.0,6279.0,12390.0,45493.0,108276.0,981351.0,19677,8050,16618,52976,131173,1051127 +2021-06-21,13608.0,6286.0,12397.0,45500.0,108290.0,981421.0,19677,8050,16618,52976,131173,1051127 +2021-06-22,13615.0,6286.0,12404.0,45514.0,108304.0,981498.0,19677,8050,16618,52976,131173,1051127 +2021-06-23,13629.0,6293.0,12404.0,45528.0,108318.0,981596.0,19677,8050,16618,52976,131173,1051127 +2021-06-24,13643.0,6293.0,12411.0,45542.0,108339.0,981701.0,19677,8050,16618,52976,131173,1051127 +2021-06-25,13650.0,6300.0,12425.0,45549.0,108360.0,981806.0,19677,8050,16618,52976,131173,1051127 +2021-06-26,13664.0,6300.0,12432.0,45577.0,108402.0,981988.0,19677,8050,16618,52976,131173,1051127 +2021-06-27,13671.0,6300.0,12446.0,45591.0,108416.0,982065.0,19677,8050,16618,52976,131173,1051127 +2021-06-28,13678.0,6307.0,12453.0,45605.0,108430.0,982121.0,19677,8050,16618,52976,131173,1051127 +2021-06-29,13685.0,6307.0,12460.0,45619.0,108451.0,982198.0,19677,8050,16618,52976,131173,1051127 +2021-06-30,13692.0,6314.0,12474.0,45633.0,108465.0,982296.0,19677,8050,16618,52976,131173,1051127 +2021-07-01,13699.0,6314.0,12481.0,45647.0,108479.0,982394.0,19677,8050,16618,52976,131173,1051127 +2021-07-02,13706.0,6314.0,12481.0,45661.0,108493.0,982478.0,19677,8050,16618,52976,131173,1051127 +2021-07-03,13720.0,6321.0,12495.0,45675.0,108514.0,982576.0,19677,8050,16618,52976,131173,1051127 +2021-07-04,13727.0,6321.0,12502.0,45675.0,108521.0,982625.0,19677,8050,16618,52976,131173,1051127 +2021-07-05,13727.0,6321.0,12509.0,45689.0,108535.0,982674.0,19677,8050,16618,52976,131173,1051127 +2021-07-06,13734.0,6321.0,12516.0,45696.0,108542.0,982751.0,19677,8050,16618,52976,131173,1051127 +2021-07-07,13748.0,6328.0,12530.0,45717.0,108563.0,982849.0,19677,8050,16618,52976,131173,1051127 +2021-07-08,13755.0,6328.0,12537.0,45731.0,108584.0,982926.0,19677,8050,16618,52976,131173,1051127 +2021-07-09,13762.0,6328.0,12537.0,45752.0,108598.0,983010.0,19677,8050,16618,52976,131173,1051127 +2021-07-10,13769.0,6335.0,12544.0,45766.0,108619.0,983115.0,19677,8050,16618,52976,131173,1051127 +2021-07-11,13776.0,6335.0,12551.0,45773.0,108633.0,983157.0,19677,8050,16618,52976,131173,1051127 +2021-07-12,13776.0,6335.0,12551.0,45780.0,108640.0,983199.0,19677,8050,16618,52976,131173,1051127 +2021-07-13,13783.0,6335.0,12558.0,45794.0,108654.0,983255.0,19677,8050,16618,52976,131173,1051127 +2021-07-14,13790.0,6342.0,12558.0,45801.0,108668.0,983346.0,19677,8050,16618,52976,131173,1051127 +2021-07-15,13797.0,6342.0,12565.0,45815.0,108682.0,983430.0,19677,8050,16618,52976,131173,1051127 +2021-07-16,13811.0,6349.0,12579.0,45829.0,108696.0,983507.0,19677,8050,16618,52976,131173,1051127 +2021-07-17,13818.0,6349.0,12586.0,45843.0,108717.0,983626.0,19677,8050,16618,52976,131173,1051127 +2021-07-18,13818.0,6349.0,12586.0,45850.0,108731.0,983661.0,19677,8050,16618,52976,131173,1051127 +2021-07-19,13825.0,6349.0,12593.0,45857.0,108738.0,983696.0,19677,8050,16618,52976,131173,1051127 +2021-07-20,13825.0,6356.0,12600.0,45857.0,108745.0,983759.0,19677,8050,16618,52976,131173,1051127 +2021-07-21,13832.0,6356.0,12614.0,45864.0,108752.0,983836.0,19677,8050,16618,52976,131173,1051127 +2021-07-22,13839.0,6363.0,12614.0,45878.0,108766.0,983906.0,19677,8050,16618,52976,131173,1051127 +2021-07-23,13846.0,6363.0,12614.0,45878.0,108780.0,983983.0,19677,8050,16618,52976,131173,1051127 +2021-07-24,13853.0,6363.0,12614.0,45899.0,108794.0,984053.0,19677,8050,16618,52976,131173,1051127 +2021-07-25,13853.0,6363.0,12621.0,45906.0,108801.0,984095.0,19677,8050,16618,52976,131173,1051127 +2021-07-26,13860.0,6363.0,12621.0,45906.0,108808.0,984130.0,19677,8050,16618,52976,131173,1051127 +2021-07-27,13860.0,6363.0,12628.0,45920.0,108815.0,984165.0,19677,8050,16618,52976,131173,1051127 +2021-07-28,13867.0,6363.0,12628.0,45927.0,108829.0,984221.0,19677,8050,16618,52976,131173,1051127 +2021-07-29,13874.0,6363.0,12628.0,45934.0,108836.0,984270.0,19677,8050,16618,52976,131173,1051127 +2021-07-30,13874.0,6370.0,12635.0,45948.0,108857.0,984305.0,19677,8050,16618,52976,131173,1051127 +2021-07-31,13881.0,6370.0,12642.0,45955.0,108864.0,984354.0,19677,8050,16618,52976,131173,1051127 +2021-08-01,13881.0,6370.0,12649.0,45962.0,108871.0,984382.0,19677,8050,16618,52976,131173,1051127 +2021-08-02,13888.0,6377.0,12649.0,45976.0,108878.0,984417.0,19677,8050,16618,52976,131173,1051127 +2021-08-03,13888.0,6377.0,12649.0,45983.0,108885.0,984445.0,19677,8050,16618,52976,131173,1051127 +2021-08-04,13902.0,6377.0,12656.0,45997.0,108892.0,984494.0,19677,8050,16618,52976,131173,1051127 +2021-08-05,13902.0,6377.0,12656.0,46011.0,108906.0,984550.0,19677,8050,16618,52976,131173,1051127 +2021-08-06,13909.0,6384.0,12663.0,46018.0,108913.0,984606.0,19677,8050,16618,52976,131173,1051127 +2021-08-07,13916.0,6384.0,12663.0,46025.0,108927.0,984669.0,19677,8050,16618,52976,131173,1051127 +2021-08-08,13916.0,6384.0,12663.0,46032.0,108934.0,984690.0,19677,8050,16618,52976,131173,1051127 +2021-08-09,13916.0,6391.0,12663.0,46046.0,108934.0,984725.0,19677,8050,16618,52976,131173,1051127 +2021-08-10,13923.0,6391.0,12670.0,46053.0,108948.0,984774.0,19677,8050,16618,52976,131173,1051127 +2021-08-11,13930.0,6391.0,12670.0,46074.0,108955.0,984816.0,19677,8050,16618,52976,131173,1051127 +2021-08-12,13937.0,6398.0,12677.0,46088.0,108962.0,984879.0,19677,8050,16618,52976,131173,1051127 +2021-08-13,13944.0,6398.0,12677.0,46102.0,108976.0,984914.0,19677,8050,16618,52976,131173,1051127 +2021-08-14,13951.0,6398.0,12677.0,46116.0,108990.0,984956.0,19677,8050,16618,52976,131173,1051127 +2021-08-15,13951.0,6398.0,12684.0,46116.0,108997.0,984977.0,19677,8050,16618,52976,131173,1051127 +2021-08-16,13958.0,6398.0,12684.0,46130.0,109004.0,985012.0,19677,8050,16618,52976,131173,1051127 +2021-08-17,13965.0,6398.0,12691.0,46137.0,109011.0,985040.0,19677,8050,16618,52976,131173,1051127 +2021-08-18,13965.0,6405.0,12691.0,46144.0,109025.0,985068.0,19677,8050,16618,52976,131173,1051127 +2021-08-19,13972.0,6405.0,12698.0,46151.0,109032.0,985110.0,19677,8050,16618,52976,131173,1051127 +2021-08-20,13972.0,6405.0,12698.0,46158.0,109046.0,985145.0,19677,8050,16618,52976,131173,1051127 +2021-08-21,13979.0,6405.0,12705.0,46172.0,109053.0,985194.0,19677,8050,16618,52976,131173,1051127 +2021-08-22,13979.0,6405.0,12705.0,46179.0,109060.0,985222.0,19677,8050,16618,52976,131173,1051127 +2021-08-23,13979.0,6405.0,12705.0,46186.0,109060.0,985236.0,19677,8050,16618,52976,131173,1051127 +2021-08-24,13986.0,6412.0,12712.0,46193.0,109067.0,985271.0,19677,8050,16618,52976,131173,1051127 +2021-08-25,13993.0,6412.0,12719.0,46200.0,109074.0,985313.0,19677,8050,16618,52976,131173,1051127 +2021-08-26,14000.0,6412.0,12719.0,46207.0,109074.0,985355.0,19677,8050,16618,52976,131173,1051127 +2021-08-27,14007.0,6412.0,12726.0,46221.0,109088.0,985376.0,19677,8050,16618,52976,131173,1051127 +2021-08-28,14007.0,6412.0,12726.0,46228.0,109088.0,985404.0,19677,8050,16618,52976,131173,1051127 +2021-08-29,14014.0,6419.0,12726.0,46235.0,109088.0,985418.0,19677,8050,16618,52976,131173,1051127 +2021-08-30,14014.0,6419.0,12726.0,46242.0,109095.0,985432.0,19677,8050,16618,52976,131173,1051127 +2021-08-31,14021.0,6419.0,12726.0,46256.0,109102.0,985460.0,19677,8050,16618,52976,131173,1051127 +2021-09-01,14021.0,6419.0,12726.0,46263.0,109109.0,985481.0,19677,8050,16618,52976,131173,1051127 diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 60-64 population by imd categories_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 60-64 population by imd categories_tpp.csv index c12ab42..47da349 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 60-64 population by imd categories_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 60-64 population by imd categories_tpp.csv @@ -1,260 +1,273 @@ covid_vacc_date,1 Most deprived,2,3,4,5 Least deprived,Unknown,1 Most deprived_total,2_total,3_total,4_total,5 Least deprived_total,Unknown_total -2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,197302,231070,279006,279909,265167,27307 -2020-12-02,0.0,0.0,0.0,0.0,0.0,0.0,197302,231070,279006,279909,265167,27307 -2020-12-04,0.0,0.0,0.0,0.0,0.0,0.0,197302,231070,279006,279909,265167,27307 -2020-12-07,0.0,0.0,0.0,0.0,0.0,0.0,197302,231070,279006,279909,265167,27307 -2020-12-08,28.0,28.0,35.0,35.0,28.0,0.0,197302,231070,279006,279909,265167,27307 -2020-12-09,84.0,98.0,112.0,98.0,126.0,14.0,197302,231070,279006,279909,265167,27307 -2020-12-10,133.0,161.0,182.0,168.0,217.0,21.0,197302,231070,279006,279909,265167,27307 -2020-12-11,182.0,210.0,245.0,252.0,308.0,28.0,197302,231070,279006,279909,265167,27307 -2020-12-12,217.0,259.0,308.0,322.0,364.0,35.0,197302,231070,279006,279909,265167,27307 -2020-12-13,245.0,301.0,357.0,371.0,427.0,35.0,197302,231070,279006,279909,265167,27307 -2020-12-14,266.0,357.0,420.0,455.0,497.0,42.0,197302,231070,279006,279909,265167,27307 -2020-12-15,336.0,448.0,532.0,574.0,588.0,49.0,197302,231070,279006,279909,265167,27307 -2020-12-16,448.0,574.0,658.0,714.0,707.0,63.0,197302,231070,279006,279909,265167,27307 -2020-12-17,574.0,721.0,833.0,910.0,910.0,91.0,197302,231070,279006,279909,265167,27307 -2020-12-18,658.0,854.0,1008.0,1099.0,1099.0,98.0,197302,231070,279006,279909,265167,27307 -2020-12-19,749.0,980.0,1141.0,1281.0,1274.0,119.0,197302,231070,279006,279909,265167,27307 -2020-12-20,868.0,1141.0,1344.0,1484.0,1491.0,133.0,197302,231070,279006,279909,265167,27307 -2020-12-21,1022.0,1323.0,1589.0,1743.0,1750.0,168.0,197302,231070,279006,279909,265167,27307 -2020-12-22,1162.0,1484.0,1778.0,1967.0,2002.0,189.0,197302,231070,279006,279909,265167,27307 -2020-12-23,1351.0,1687.0,2072.0,2261.0,2296.0,210.0,197302,231070,279006,279909,265167,27307 -2020-12-24,1428.0,1778.0,2205.0,2415.0,2478.0,224.0,197302,231070,279006,279909,265167,27307 -2020-12-25,1428.0,1778.0,2205.0,2415.0,2478.0,224.0,197302,231070,279006,279909,265167,27307 -2020-12-26,1428.0,1785.0,2212.0,2415.0,2478.0,224.0,197302,231070,279006,279909,265167,27307 -2020-12-27,1463.0,1806.0,2247.0,2464.0,2520.0,231.0,197302,231070,279006,279909,265167,27307 -2020-12-28,1498.0,1869.0,2317.0,2541.0,2597.0,238.0,197302,231070,279006,279909,265167,27307 -2020-12-29,1610.0,1995.0,2478.0,2737.0,2765.0,259.0,197302,231070,279006,279909,265167,27307 -2020-12-30,1918.0,2352.0,2905.0,3171.0,3192.0,294.0,197302,231070,279006,279909,265167,27307 -2020-12-31,2191.0,2639.0,3311.0,3619.0,3570.0,329.0,197302,231070,279006,279909,265167,27307 -2021-01-01,2254.0,2730.0,3416.0,3738.0,3668.0,343.0,197302,231070,279006,279909,265167,27307 -2021-01-02,2324.0,2821.0,3514.0,3829.0,3801.0,357.0,197302,231070,279006,279909,265167,27307 -2021-01-03,2380.0,2884.0,3605.0,3927.0,3920.0,371.0,197302,231070,279006,279909,265167,27307 -2021-01-04,2506.0,3024.0,3773.0,4102.0,4081.0,399.0,197302,231070,279006,279909,265167,27307 -2021-01-05,2723.0,3304.0,4116.0,4445.0,4431.0,427.0,197302,231070,279006,279909,265167,27307 -2021-01-06,3045.0,3717.0,4648.0,4949.0,4928.0,469.0,197302,231070,279006,279909,265167,27307 -2021-01-07,3605.0,4375.0,5355.0,5712.0,5691.0,546.0,197302,231070,279006,279909,265167,27307 -2021-01-08,4130.0,5061.0,6188.0,6510.0,6412.0,609.0,197302,231070,279006,279909,265167,27307 -2021-01-09,4564.0,5607.0,6902.0,7203.0,7126.0,679.0,197302,231070,279006,279909,265167,27307 -2021-01-10,4802.0,5866.0,7287.0,7588.0,7518.0,707.0,197302,231070,279006,279909,265167,27307 -2021-01-11,5166.0,6321.0,7861.0,8141.0,8050.0,770.0,197302,231070,279006,279909,265167,27307 -2021-01-12,5600.0,6909.0,8582.0,8813.0,8722.0,854.0,197302,231070,279006,279909,265167,27307 -2021-01-13,6146.0,7574.0,9380.0,9611.0,9485.0,931.0,197302,231070,279006,279909,265167,27307 -2021-01-14,6748.0,8330.0,10304.0,10493.0,10409.0,994.0,197302,231070,279006,279909,265167,27307 -2021-01-15,7378.0,9233.0,11417.0,11592.0,11368.0,1085.0,197302,231070,279006,279909,265167,27307 -2021-01-16,7938.0,9989.0,12271.0,12516.0,12243.0,1169.0,197302,231070,279006,279909,265167,27307 -2021-01-17,8302.0,10437.0,12901.0,13118.0,12887.0,1211.0,197302,231070,279006,279909,265167,27307 -2021-01-18,8785.0,10990.0,13587.0,13797.0,13566.0,1267.0,197302,231070,279006,279909,265167,27307 -2021-01-19,9303.0,11697.0,14413.0,14644.0,14378.0,1365.0,197302,231070,279006,279909,265167,27307 -2021-01-20,9912.0,12446.0,15379.0,15547.0,15197.0,1456.0,197302,231070,279006,279909,265167,27307 -2021-01-21,10577.0,13195.0,16317.0,16520.0,16065.0,1568.0,197302,231070,279006,279909,265167,27307 -2021-01-22,11347.0,14196.0,17479.0,17703.0,17122.0,1659.0,197302,231070,279006,279909,265167,27307 -2021-01-23,11914.0,14938.0,18445.0,18704.0,18004.0,1743.0,197302,231070,279006,279909,265167,27307 -2021-01-24,12299.0,15456.0,19054.0,19264.0,18592.0,1785.0,197302,231070,279006,279909,265167,27307 -2021-01-25,12712.0,15897.0,19677.0,19908.0,19152.0,1862.0,197302,231070,279006,279909,265167,27307 -2021-01-26,13167.0,16555.0,20447.0,20622.0,19782.0,1939.0,197302,231070,279006,279909,265167,27307 -2021-01-27,13601.0,17178.0,21140.0,21357.0,20440.0,2009.0,197302,231070,279006,279909,265167,27307 -2021-01-28,14084.0,17822.0,21896.0,22113.0,21126.0,2079.0,197302,231070,279006,279909,265167,27307 -2021-01-29,14672.0,18578.0,22841.0,23030.0,21931.0,2170.0,197302,231070,279006,279909,265167,27307 -2021-01-30,15176.0,19145.0,23611.0,23723.0,22575.0,2240.0,197302,231070,279006,279909,265167,27307 -2021-01-31,15505.0,19621.0,24150.0,24269.0,23044.0,2303.0,197302,231070,279006,279909,265167,27307 -2021-02-01,15848.0,20076.0,24696.0,24731.0,23492.0,2352.0,197302,231070,279006,279909,265167,27307 -2021-02-02,16275.0,20622.0,25235.0,25326.0,24080.0,2415.0,197302,231070,279006,279909,265167,27307 -2021-02-03,16765.0,21259.0,25956.0,26005.0,24675.0,2471.0,197302,231070,279006,279909,265167,27307 -2021-02-04,17360.0,21952.0,26740.0,26768.0,25382.0,2534.0,197302,231070,279006,279909,265167,27307 -2021-02-05,17969.0,22645.0,27580.0,27552.0,25998.0,2618.0,197302,231070,279006,279909,265167,27307 -2021-02-06,18592.0,23331.0,28399.0,28252.0,26684.0,2709.0,197302,231070,279006,279909,265167,27307 -2021-02-07,18963.0,23772.0,28896.0,28700.0,27069.0,2758.0,197302,231070,279006,279909,265167,27307 -2021-02-08,19327.0,24136.0,29386.0,29127.0,27405.0,2793.0,197302,231070,279006,279909,265167,27307 -2021-02-09,19859.0,24696.0,30044.0,29806.0,28021.0,2863.0,197302,231070,279006,279909,265167,27307 -2021-02-10,20713.0,25641.0,31136.0,30891.0,28973.0,2975.0,197302,231070,279006,279909,265167,27307 -2021-02-11,21882.0,27132.0,32746.0,32564.0,30443.0,3178.0,197302,231070,279006,279909,265167,27307 -2021-02-12,23681.0,29169.0,35217.0,34902.0,32403.0,3395.0,197302,231070,279006,279909,265167,27307 -2021-02-13,25459.0,31276.0,37975.0,37695.0,35000.0,3626.0,197302,231070,279006,279909,265167,27307 -2021-02-14,26110.0,32298.0,39340.0,39011.0,36134.0,3724.0,197302,231070,279006,279909,265167,27307 -2021-02-15,27153.0,33509.0,40614.0,40264.0,37212.0,3871.0,197302,231070,279006,279909,265167,27307 -2021-02-16,30310.0,36988.0,44821.0,44296.0,41034.0,4305.0,197302,231070,279006,279909,265167,27307 -2021-02-17,35581.0,42812.0,51982.0,51051.0,47523.0,5117.0,197302,231070,279006,279909,265167,27307 -2021-02-18,39942.0,48300.0,58380.0,57813.0,52780.0,5740.0,197302,231070,279006,279909,265167,27307 -2021-02-19,43484.0,52514.0,63560.0,62573.0,56994.0,6153.0,197302,231070,279006,279909,265167,27307 -2021-02-20,46627.0,56413.0,68670.0,67515.0,62412.0,6601.0,197302,231070,279006,279909,265167,27307 -2021-02-21,47845.0,57869.0,70595.0,69188.0,63994.0,6776.0,197302,231070,279006,279909,265167,27307 -2021-02-22,49322.0,59479.0,72597.0,71078.0,65800.0,6951.0,197302,231070,279006,279909,265167,27307 -2021-02-23,52395.0,63371.0,77420.0,76265.0,70329.0,7336.0,197302,231070,279006,279909,265167,27307 -2021-02-24,56875.0,69132.0,85218.0,84217.0,78309.0,8001.0,197302,231070,279006,279909,265167,27307 -2021-02-25,61705.0,75467.0,94213.0,93856.0,87927.0,8757.0,197302,231070,279006,279909,265167,27307 -2021-02-26,67424.0,83174.0,104370.0,104454.0,98385.0,9625.0,197302,231070,279006,279909,265167,27307 -2021-02-27,72450.0,89187.0,112000.0,112350.0,107079.0,10479.0,197302,231070,279006,279909,265167,27307 -2021-02-28,74900.0,92666.0,116529.0,117075.0,112049.0,11060.0,197302,231070,279006,279909,265167,27307 -2021-03-01,76951.0,95900.0,120995.0,122010.0,117558.0,11557.0,197302,231070,279006,279909,265167,27307 -2021-03-02,79772.0,99960.0,126924.0,128177.0,123935.0,12082.0,197302,231070,279006,279909,265167,27307 -2021-03-03,83867.0,105546.0,134225.0,136325.0,131824.0,12817.0,197302,231070,279006,279909,265167,27307 -2021-03-04,89446.0,113218.0,144403.0,147280.0,143353.0,13888.0,197302,231070,279006,279909,265167,27307 -2021-03-05,95312.0,120953.0,154539.0,157927.0,154154.0,14980.0,197302,231070,279006,279909,265167,27307 -2021-03-06,101913.0,128793.0,164829.0,168896.0,165760.0,16093.0,197302,231070,279006,279909,265167,27307 -2021-03-07,104916.0,132699.0,169918.0,174034.0,171206.0,16541.0,197302,231070,279006,279909,265167,27307 -2021-03-08,108402.0,137522.0,175966.0,180663.0,177632.0,17129.0,197302,231070,279006,279909,265167,27307 -2021-03-09,111664.0,141743.0,181496.0,186431.0,183190.0,17724.0,197302,231070,279006,279909,265167,27307 -2021-03-10,114912.0,146104.0,187082.0,192353.0,188685.0,18235.0,197302,231070,279006,279909,265167,27307 -2021-03-11,118118.0,150157.0,192388.0,198016.0,194278.0,18718.0,197302,231070,279006,279909,265167,27307 -2021-03-12,123158.0,155869.0,199367.0,205576.0,201012.0,19306.0,197302,231070,279006,279909,265167,27307 -2021-03-13,128793.0,163373.0,209020.0,215110.0,209419.0,20062.0,197302,231070,279006,279909,265167,27307 -2021-03-14,131915.0,167265.0,213759.0,219996.0,213878.0,20461.0,197302,231070,279006,279909,265167,27307 -2021-03-15,135772.0,171619.0,219023.0,224980.0,218442.0,20895.0,197302,231070,279006,279909,265167,27307 -2021-03-16,139069.0,175273.0,223230.0,229320.0,222684.0,21252.0,197302,231070,279006,279909,265167,27307 -2021-03-17,141701.0,178269.0,226814.0,233114.0,226100.0,21532.0,197302,231070,279006,279909,265167,27307 -2021-03-18,144634.0,181300.0,230349.0,236740.0,229663.0,21840.0,197302,231070,279006,279909,265167,27307 -2021-03-19,147511.0,184737.0,234255.0,240583.0,233422.0,22162.0,197302,231070,279006,279909,265167,27307 -2021-03-20,150983.0,188692.0,238532.0,244538.0,237223.0,22568.0,197302,231070,279006,279909,265167,27307 -2021-03-21,152320.0,190344.0,240352.0,246218.0,238777.0,22750.0,197302,231070,279006,279909,265167,27307 -2021-03-22,153559.0,191737.0,241794.0,247674.0,240163.0,22855.0,197302,231070,279006,279909,265167,27307 -2021-03-23,154770.0,192913.0,243047.0,248913.0,241199.0,22995.0,197302,231070,279006,279909,265167,27307 -2021-03-24,155988.0,194173.0,244286.0,250145.0,242291.0,23135.0,197302,231070,279006,279909,265167,27307 -2021-03-25,157346.0,195251.0,245406.0,251209.0,243236.0,23240.0,197302,231070,279006,279909,265167,27307 -2021-03-26,158690.0,196490.0,246631.0,252329.0,244223.0,23331.0,197302,231070,279006,279909,265167,27307 -2021-03-27,160300.0,197974.0,248094.0,253610.0,245301.0,23478.0,197302,231070,279006,279909,265167,27307 -2021-03-28,161042.0,198695.0,248773.0,254177.0,245826.0,23569.0,197302,231070,279006,279909,265167,27307 -2021-03-29,161644.0,199311.0,249438.0,254709.0,246316.0,23653.0,197302,231070,279006,279909,265167,27307 -2021-03-30,162253.0,199892.0,250054.0,255150.0,246680.0,23737.0,197302,231070,279006,279909,265167,27307 -2021-03-31,162841.0,200396.0,250551.0,255563.0,247002.0,23793.0,197302,231070,279006,279909,265167,27307 -2021-04-01,163247.0,200753.0,250803.0,255808.0,247205.0,23835.0,197302,231070,279006,279909,265167,27307 -2021-04-02,163450.0,200921.0,250964.0,255983.0,247345.0,23877.0,197302,231070,279006,279909,265167,27307 -2021-04-03,163695.0,201166.0,251174.0,256151.0,247506.0,23891.0,197302,231070,279006,279909,265167,27307 -2021-04-04,163828.0,201257.0,251265.0,256242.0,247569.0,23905.0,197302,231070,279006,279909,265167,27307 -2021-04-05,163891.0,201320.0,251328.0,256284.0,247597.0,23912.0,197302,231070,279006,279909,265167,27307 -2021-04-06,164024.0,201460.0,251433.0,256382.0,247674.0,23933.0,197302,231070,279006,279909,265167,27307 -2021-04-07,164241.0,201663.0,251636.0,256501.0,247772.0,24010.0,197302,231070,279006,279909,265167,27307 -2021-04-08,164444.0,201908.0,251797.0,256697.0,247891.0,24045.0,197302,231070,279006,279909,265167,27307 -2021-04-09,164696.0,202174.0,252000.0,256872.0,248003.0,24073.0,197302,231070,279006,279909,265167,27307 -2021-04-10,164955.0,202342.0,252168.0,256991.0,248101.0,24094.0,197302,231070,279006,279909,265167,27307 -2021-04-11,165039.0,202426.0,252245.0,257054.0,248164.0,24101.0,197302,231070,279006,279909,265167,27307 -2021-04-12,165158.0,202496.0,252294.0,257103.0,248206.0,24115.0,197302,231070,279006,279909,265167,27307 -2021-04-13,165270.0,202587.0,252350.0,257180.0,248255.0,24122.0,197302,231070,279006,279909,265167,27307 -2021-04-14,165354.0,202664.0,252413.0,257257.0,248304.0,24136.0,197302,231070,279006,279909,265167,27307 -2021-04-15,165459.0,202755.0,252483.0,257313.0,248360.0,24143.0,197302,231070,279006,279909,265167,27307 -2021-04-16,165564.0,202832.0,252553.0,257383.0,248416.0,24150.0,197302,231070,279006,279909,265167,27307 -2021-04-17,165676.0,202930.0,252637.0,257453.0,248465.0,24157.0,197302,231070,279006,279909,265167,27307 -2021-04-18,165725.0,202972.0,252658.0,257495.0,248493.0,24157.0,197302,231070,279006,279909,265167,27307 -2021-04-19,165774.0,203028.0,252707.0,257530.0,248521.0,24164.0,197302,231070,279006,279909,265167,27307 -2021-04-20,165830.0,203077.0,252756.0,257579.0,248563.0,24171.0,197302,231070,279006,279909,265167,27307 -2021-04-21,165907.0,203147.0,252805.0,257628.0,248598.0,24178.0,197302,231070,279006,279909,265167,27307 -2021-04-22,165977.0,203203.0,252868.0,257677.0,248640.0,24192.0,197302,231070,279006,279909,265167,27307 -2021-04-23,166068.0,203280.0,252952.0,257705.0,248682.0,24192.0,197302,231070,279006,279909,265167,27307 -2021-04-24,166145.0,203350.0,253015.0,257775.0,248731.0,24206.0,197302,231070,279006,279909,265167,27307 -2021-04-25,166187.0,203399.0,253071.0,257810.0,248752.0,24206.0,197302,231070,279006,279909,265167,27307 -2021-04-26,166229.0,203434.0,253113.0,257845.0,248787.0,24220.0,197302,231070,279006,279909,265167,27307 -2021-04-27,166292.0,203490.0,253162.0,257894.0,248815.0,24227.0,197302,231070,279006,279909,265167,27307 -2021-04-28,166355.0,203546.0,253211.0,257936.0,248850.0,24234.0,197302,231070,279006,279909,265167,27307 -2021-04-29,166425.0,203602.0,253274.0,258006.0,248892.0,24241.0,197302,231070,279006,279909,265167,27307 -2021-04-30,166488.0,203665.0,253337.0,258048.0,248920.0,24248.0,197302,231070,279006,279909,265167,27307 -2021-05-01,166537.0,203728.0,253379.0,258090.0,248955.0,24255.0,197302,231070,279006,279909,265167,27307 -2021-05-02,166558.0,203749.0,253407.0,258118.0,248969.0,24255.0,197302,231070,279006,279909,265167,27307 -2021-05-03,166572.0,203763.0,253435.0,258125.0,248983.0,24255.0,197302,231070,279006,279909,265167,27307 -2021-05-04,166607.0,203805.0,253463.0,258153.0,249004.0,24262.0,197302,231070,279006,279909,265167,27307 -2021-05-05,166663.0,203847.0,253519.0,258188.0,249046.0,24269.0,197302,231070,279006,279909,265167,27307 -2021-05-06,166733.0,203910.0,253582.0,258251.0,249088.0,24283.0,197302,231070,279006,279909,265167,27307 -2021-05-07,166803.0,203980.0,253638.0,258314.0,249123.0,24290.0,197302,231070,279006,279909,265167,27307 -2021-05-08,166880.0,204043.0,253708.0,258370.0,249158.0,24297.0,197302,231070,279006,279909,265167,27307 -2021-05-09,166908.0,204078.0,253743.0,258384.0,249179.0,24304.0,197302,231070,279006,279909,265167,27307 -2021-05-10,166943.0,204120.0,253778.0,258426.0,249200.0,24311.0,197302,231070,279006,279909,265167,27307 -2021-05-11,167006.0,204190.0,253827.0,258475.0,249235.0,24325.0,197302,231070,279006,279909,265167,27307 -2021-05-12,167097.0,204267.0,253911.0,258552.0,249291.0,24332.0,197302,231070,279006,279909,265167,27307 -2021-05-13,167188.0,204365.0,254002.0,258643.0,249347.0,24346.0,197302,231070,279006,279909,265167,27307 -2021-05-14,167286.0,204463.0,254086.0,258720.0,249410.0,24360.0,197302,231070,279006,279909,265167,27307 -2021-05-15,167412.0,204554.0,254163.0,258804.0,249466.0,24381.0,197302,231070,279006,279909,265167,27307 -2021-05-16,167461.0,204603.0,254212.0,258839.0,249494.0,24381.0,197302,231070,279006,279909,265167,27307 -2021-05-17,167531.0,204673.0,254254.0,258881.0,249529.0,24395.0,197302,231070,279006,279909,265167,27307 -2021-05-18,167608.0,204722.0,254324.0,258944.0,249571.0,24409.0,197302,231070,279006,279909,265167,27307 -2021-05-19,167713.0,204827.0,254408.0,259028.0,249641.0,24423.0,197302,231070,279006,279909,265167,27307 -2021-05-20,167825.0,204925.0,254513.0,259126.0,249718.0,24437.0,197302,231070,279006,279909,265167,27307 -2021-05-21,167944.0,204988.0,254611.0,259196.0,249795.0,24451.0,197302,231070,279006,279909,265167,27307 -2021-05-22,168042.0,205079.0,254709.0,259273.0,249851.0,24479.0,197302,231070,279006,279909,265167,27307 -2021-05-23,168084.0,205128.0,254765.0,259315.0,249879.0,24486.0,197302,231070,279006,279909,265167,27307 -2021-05-24,168140.0,205184.0,254821.0,259364.0,249928.0,24500.0,197302,231070,279006,279909,265167,27307 -2021-05-25,168203.0,205261.0,254884.0,259420.0,249977.0,24507.0,197302,231070,279006,279909,265167,27307 -2021-05-26,168301.0,205345.0,254954.0,259476.0,250026.0,24521.0,197302,231070,279006,279909,265167,27307 -2021-05-27,168385.0,205422.0,255038.0,259539.0,250068.0,24528.0,197302,231070,279006,279909,265167,27307 -2021-05-28,168476.0,205499.0,255108.0,259602.0,250110.0,24549.0,197302,231070,279006,279909,265167,27307 -2021-05-29,168560.0,205569.0,255171.0,259658.0,250152.0,24563.0,197302,231070,279006,279909,265167,27307 -2021-05-30,168609.0,205611.0,255220.0,259679.0,250187.0,24570.0,197302,231070,279006,279909,265167,27307 -2021-05-31,168630.0,205646.0,255241.0,259707.0,250201.0,24577.0,197302,231070,279006,279909,265167,27307 -2021-06-01,168665.0,205681.0,255283.0,259749.0,250229.0,24584.0,197302,231070,279006,279909,265167,27307 -2021-06-02,168714.0,205716.0,255325.0,259784.0,250257.0,24598.0,197302,231070,279006,279909,265167,27307 -2021-06-03,168777.0,205772.0,255374.0,259840.0,250299.0,24612.0,197302,231070,279006,279909,265167,27307 -2021-06-04,168833.0,205821.0,255423.0,259868.0,250320.0,24619.0,197302,231070,279006,279909,265167,27307 -2021-06-05,168903.0,205905.0,255472.0,259896.0,250348.0,24626.0,197302,231070,279006,279909,265167,27307 -2021-06-06,168945.0,205933.0,255493.0,259924.0,250369.0,24633.0,197302,231070,279006,279909,265167,27307 -2021-06-07,168980.0,205961.0,255528.0,259945.0,250376.0,24633.0,197302,231070,279006,279909,265167,27307 -2021-06-08,169001.0,206003.0,255556.0,259987.0,250411.0,24640.0,197302,231070,279006,279909,265167,27307 -2021-06-09,169064.0,206059.0,255598.0,260022.0,250439.0,24640.0,197302,231070,279006,279909,265167,27307 -2021-06-10,169127.0,206101.0,255633.0,260057.0,250467.0,24647.0,197302,231070,279006,279909,265167,27307 -2021-06-11,169162.0,206143.0,255668.0,260085.0,250488.0,24661.0,197302,231070,279006,279909,265167,27307 -2021-06-12,169225.0,206185.0,255710.0,260134.0,250523.0,24668.0,197302,231070,279006,279909,265167,27307 -2021-06-13,169260.0,206206.0,255731.0,260148.0,250537.0,24675.0,197302,231070,279006,279909,265167,27307 -2021-06-14,169288.0,206227.0,255752.0,260169.0,250558.0,24675.0,197302,231070,279006,279909,265167,27307 -2021-06-15,169323.0,206262.0,255780.0,260190.0,250579.0,24682.0,197302,231070,279006,279909,265167,27307 -2021-06-16,169379.0,206304.0,255815.0,260225.0,250600.0,24689.0,197302,231070,279006,279909,265167,27307 -2021-06-17,169435.0,206339.0,255850.0,260246.0,250614.0,24689.0,197302,231070,279006,279909,265167,27307 -2021-06-18,169484.0,206374.0,255885.0,260281.0,250642.0,24696.0,197302,231070,279006,279909,265167,27307 -2021-06-19,169547.0,206430.0,255934.0,260316.0,250670.0,24696.0,197302,231070,279006,279909,265167,27307 -2021-06-20,169575.0,206451.0,255948.0,260330.0,250684.0,24703.0,197302,231070,279006,279909,265167,27307 -2021-06-21,169603.0,206472.0,255969.0,260344.0,250705.0,24703.0,197302,231070,279006,279909,265167,27307 -2021-06-22,169638.0,206500.0,255990.0,260365.0,250705.0,24710.0,197302,231070,279006,279909,265167,27307 -2021-06-23,169673.0,206542.0,256011.0,260386.0,250726.0,24717.0,197302,231070,279006,279909,265167,27307 -2021-06-24,169715.0,206584.0,256039.0,260421.0,250747.0,24724.0,197302,231070,279006,279909,265167,27307 -2021-06-25,169750.0,206619.0,256067.0,260449.0,250775.0,24724.0,197302,231070,279006,279909,265167,27307 -2021-06-26,169834.0,206675.0,256123.0,260484.0,250810.0,24731.0,197302,231070,279006,279909,265167,27307 -2021-06-27,169890.0,206696.0,256144.0,260505.0,250817.0,24738.0,197302,231070,279006,279909,265167,27307 -2021-06-28,169925.0,206717.0,256158.0,260512.0,250831.0,24745.0,197302,231070,279006,279909,265167,27307 -2021-06-29,169967.0,206738.0,256186.0,260526.0,250845.0,24752.0,197302,231070,279006,279909,265167,27307 -2021-06-30,170023.0,206766.0,256207.0,260554.0,250859.0,24759.0,197302,231070,279006,279909,265167,27307 -2021-07-01,170058.0,206794.0,256249.0,260582.0,250873.0,24759.0,197302,231070,279006,279909,265167,27307 -2021-07-02,170093.0,206822.0,256270.0,260603.0,250887.0,24759.0,197302,231070,279006,279909,265167,27307 -2021-07-03,170142.0,206857.0,256298.0,260617.0,250901.0,24759.0,197302,231070,279006,279909,265167,27307 -2021-07-04,170163.0,206878.0,256312.0,260638.0,250922.0,24766.0,197302,231070,279006,279909,265167,27307 -2021-07-05,170177.0,206899.0,256326.0,260659.0,250922.0,24766.0,197302,231070,279006,279909,265167,27307 -2021-07-06,170205.0,206913.0,256354.0,260673.0,250936.0,24773.0,197302,231070,279006,279909,265167,27307 -2021-07-07,170240.0,206948.0,256389.0,260708.0,250950.0,24780.0,197302,231070,279006,279909,265167,27307 -2021-07-08,170289.0,206983.0,256410.0,260729.0,250957.0,24780.0,197302,231070,279006,279909,265167,27307 -2021-07-09,170324.0,207004.0,256438.0,260750.0,250978.0,24780.0,197302,231070,279006,279909,265167,27307 -2021-07-10,170359.0,207039.0,256480.0,260771.0,250992.0,24787.0,197302,231070,279006,279909,265167,27307 -2021-07-11,170373.0,207060.0,256494.0,260785.0,251013.0,24787.0,197302,231070,279006,279909,265167,27307 -2021-07-12,170387.0,207081.0,256501.0,260799.0,251013.0,24794.0,197302,231070,279006,279909,265167,27307 -2021-07-13,170408.0,207102.0,256522.0,260813.0,251027.0,24794.0,197302,231070,279006,279909,265167,27307 -2021-07-14,170436.0,207123.0,256543.0,260848.0,251041.0,24794.0,197302,231070,279006,279909,265167,27307 -2021-07-15,170471.0,207151.0,256571.0,260869.0,251062.0,24801.0,197302,231070,279006,279909,265167,27307 -2021-07-16,170506.0,207186.0,256592.0,260890.0,251076.0,24801.0,197302,231070,279006,279909,265167,27307 -2021-07-17,170562.0,207235.0,256627.0,260904.0,251097.0,24801.0,197302,231070,279006,279909,265167,27307 -2021-07-18,170576.0,207235.0,256641.0,260918.0,251104.0,24808.0,197302,231070,279006,279909,265167,27307 -2021-07-19,170583.0,207249.0,256655.0,260932.0,251111.0,24808.0,197302,231070,279006,279909,265167,27307 -2021-07-20,170611.0,207270.0,256669.0,260939.0,251132.0,24808.0,197302,231070,279006,279909,265167,27307 -2021-07-21,170646.0,207298.0,256690.0,260953.0,251139.0,24808.0,197302,231070,279006,279909,265167,27307 -2021-07-22,170681.0,207319.0,256711.0,260974.0,251146.0,24815.0,197302,231070,279006,279909,265167,27307 -2021-07-23,170702.0,207340.0,256732.0,260995.0,251160.0,24815.0,197302,231070,279006,279909,265167,27307 -2021-07-24,170737.0,207368.0,256753.0,261009.0,251174.0,24822.0,197302,231070,279006,279909,265167,27307 -2021-07-25,170751.0,207382.0,256767.0,261016.0,251181.0,24822.0,197302,231070,279006,279909,265167,27307 -2021-07-26,170758.0,207396.0,256781.0,261030.0,251188.0,24822.0,197302,231070,279006,279909,265167,27307 -2021-07-27,170772.0,207410.0,256795.0,261044.0,251195.0,24822.0,197302,231070,279006,279909,265167,27307 -2021-07-28,170793.0,207424.0,256809.0,261058.0,251202.0,24822.0,197302,231070,279006,279909,265167,27307 -2021-07-29,170821.0,207445.0,256830.0,261072.0,251209.0,24829.0,197302,231070,279006,279909,265167,27307 -2021-07-30,170849.0,207459.0,256837.0,261086.0,251223.0,24829.0,197302,231070,279006,279909,265167,27307 -2021-07-31,170870.0,207473.0,256858.0,261100.0,251230.0,24836.0,197302,231070,279006,279909,265167,27307 -2021-08-01,170877.0,207480.0,256872.0,261107.0,251237.0,24836.0,197302,231070,279006,279909,265167,27307 -2021-08-02,170898.0,207494.0,256879.0,261114.0,251244.0,24843.0,197302,231070,279006,279909,265167,27307 -2021-08-03,170919.0,207501.0,256886.0,261121.0,251244.0,24843.0,197302,231070,279006,279909,265167,27307 -2021-08-04,170940.0,207522.0,256907.0,261135.0,251258.0,24843.0,197302,231070,279006,279909,265167,27307 -2021-08-05,170961.0,207543.0,256921.0,261149.0,251265.0,24850.0,197302,231070,279006,279909,265167,27307 -2021-08-06,170982.0,207564.0,256942.0,261163.0,251272.0,24850.0,197302,231070,279006,279909,265167,27307 -2021-08-07,171017.0,207585.0,256963.0,261177.0,251279.0,24850.0,197302,231070,279006,279909,265167,27307 -2021-08-08,171024.0,207599.0,256977.0,261184.0,251279.0,24850.0,197302,231070,279006,279909,265167,27307 -2021-08-09,171038.0,207613.0,256991.0,261191.0,251286.0,24857.0,197302,231070,279006,279909,265167,27307 -2021-08-10,171052.0,207620.0,256998.0,261219.0,251293.0,24857.0,197302,231070,279006,279909,265167,27307 -2021-08-11,171080.0,207641.0,257019.0,261226.0,251307.0,24857.0,197302,231070,279006,279909,265167,27307 -2021-08-12,171108.0,207669.0,257040.0,261240.0,251314.0,24857.0,197302,231070,279006,279909,265167,27307 -2021-08-13,171122.0,207683.0,257054.0,261247.0,251328.0,24864.0,197302,231070,279006,279909,265167,27307 -2021-08-14,171143.0,207697.0,257068.0,261261.0,251335.0,24871.0,197302,231070,279006,279909,265167,27307 -2021-08-15,171157.0,207704.0,257075.0,261261.0,251335.0,24871.0,197302,231070,279006,279909,265167,27307 -2021-08-16,171171.0,207718.0,257089.0,261268.0,251342.0,24871.0,197302,231070,279006,279909,265167,27307 -2021-08-17,171199.0,207725.0,257103.0,261275.0,251342.0,24878.0,197302,231070,279006,279909,265167,27307 -2021-08-18,171213.0,207739.0,257110.0,261282.0,251349.0,24878.0,197302,231070,279006,279909,265167,27307 -2021-08-19,171213.0,207739.0,257110.0,261282.0,251349.0,24878.0,197302,231070,279006,279909,265167,27307 +2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,197162,231133,279055,279888,265020,27370 +2020-12-02,0.0,0.0,0.0,0.0,0.0,0.0,197162,231133,279055,279888,265020,27370 +2020-12-04,0.0,0.0,0.0,0.0,0.0,0.0,197162,231133,279055,279888,265020,27370 +2020-12-07,0.0,0.0,0.0,0.0,0.0,0.0,197162,231133,279055,279888,265020,27370 +2020-12-08,28.0,28.0,35.0,35.0,35.0,0.0,197162,231133,279055,279888,265020,27370 +2020-12-09,84.0,105.0,112.0,98.0,126.0,14.0,197162,231133,279055,279888,265020,27370 +2020-12-10,133.0,161.0,182.0,175.0,224.0,21.0,197162,231133,279055,279888,265020,27370 +2020-12-11,182.0,210.0,245.0,252.0,308.0,28.0,197162,231133,279055,279888,265020,27370 +2020-12-12,217.0,259.0,308.0,329.0,364.0,35.0,197162,231133,279055,279888,265020,27370 +2020-12-13,245.0,301.0,350.0,371.0,434.0,35.0,197162,231133,279055,279888,265020,27370 +2020-12-14,266.0,357.0,420.0,455.0,497.0,49.0,197162,231133,279055,279888,265020,27370 +2020-12-15,336.0,448.0,532.0,574.0,588.0,56.0,197162,231133,279055,279888,265020,27370 +2020-12-16,448.0,574.0,658.0,714.0,707.0,70.0,197162,231133,279055,279888,265020,27370 +2020-12-17,574.0,721.0,833.0,910.0,910.0,91.0,197162,231133,279055,279888,265020,27370 +2020-12-18,658.0,861.0,1008.0,1106.0,1099.0,98.0,197162,231133,279055,279888,265020,27370 +2020-12-19,749.0,980.0,1141.0,1288.0,1281.0,119.0,197162,231133,279055,279888,265020,27370 +2020-12-20,868.0,1141.0,1344.0,1491.0,1491.0,140.0,197162,231133,279055,279888,265020,27370 +2020-12-21,1022.0,1323.0,1589.0,1750.0,1750.0,168.0,197162,231133,279055,279888,265020,27370 +2020-12-22,1162.0,1484.0,1778.0,1974.0,2002.0,189.0,197162,231133,279055,279888,265020,27370 +2020-12-23,1351.0,1687.0,2079.0,2268.0,2303.0,217.0,197162,231133,279055,279888,265020,27370 +2020-12-24,1428.0,1778.0,2212.0,2415.0,2478.0,224.0,197162,231133,279055,279888,265020,27370 +2020-12-25,1428.0,1778.0,2212.0,2415.0,2478.0,224.0,197162,231133,279055,279888,265020,27370 +2020-12-26,1428.0,1785.0,2219.0,2422.0,2478.0,224.0,197162,231133,279055,279888,265020,27370 +2020-12-27,1463.0,1806.0,2247.0,2471.0,2520.0,231.0,197162,231133,279055,279888,265020,27370 +2020-12-28,1498.0,1869.0,2324.0,2541.0,2597.0,238.0,197162,231133,279055,279888,265020,27370 +2020-12-29,1610.0,1995.0,2485.0,2737.0,2765.0,259.0,197162,231133,279055,279888,265020,27370 +2020-12-30,1918.0,2352.0,2912.0,3171.0,3192.0,294.0,197162,231133,279055,279888,265020,27370 +2020-12-31,2191.0,2632.0,3318.0,3626.0,3570.0,336.0,197162,231133,279055,279888,265020,27370 +2021-01-01,2254.0,2730.0,3423.0,3738.0,3668.0,343.0,197162,231133,279055,279888,265020,27370 +2021-01-02,2324.0,2821.0,3521.0,3836.0,3801.0,357.0,197162,231133,279055,279888,265020,27370 +2021-01-03,2380.0,2877.0,3612.0,3934.0,3920.0,371.0,197162,231133,279055,279888,265020,27370 +2021-01-04,2506.0,3024.0,3780.0,4109.0,4081.0,399.0,197162,231133,279055,279888,265020,27370 +2021-01-05,2723.0,3304.0,4123.0,4445.0,4424.0,434.0,197162,231133,279055,279888,265020,27370 +2021-01-06,3045.0,3717.0,4662.0,4949.0,4921.0,469.0,197162,231133,279055,279888,265020,27370 +2021-01-07,3598.0,4375.0,5369.0,5719.0,5684.0,546.0,197162,231133,279055,279888,265020,27370 +2021-01-08,4130.0,5061.0,6202.0,6517.0,6405.0,609.0,197162,231133,279055,279888,265020,27370 +2021-01-09,4564.0,5600.0,6909.0,7196.0,7119.0,679.0,197162,231133,279055,279888,265020,27370 +2021-01-10,4802.0,5859.0,7301.0,7581.0,7518.0,707.0,197162,231133,279055,279888,265020,27370 +2021-01-11,5166.0,6321.0,7875.0,8134.0,8050.0,770.0,197162,231133,279055,279888,265020,27370 +2021-01-12,5600.0,6902.0,8589.0,8813.0,8715.0,854.0,197162,231133,279055,279888,265020,27370 +2021-01-13,6139.0,7574.0,9394.0,9611.0,9478.0,931.0,197162,231133,279055,279888,265020,27370 +2021-01-14,6741.0,8337.0,10318.0,10493.0,10402.0,1001.0,197162,231133,279055,279888,265020,27370 +2021-01-15,7378.0,9240.0,11431.0,11585.0,11361.0,1085.0,197162,231133,279055,279888,265020,27370 +2021-01-16,7938.0,9996.0,12285.0,12516.0,12236.0,1176.0,197162,231133,279055,279888,265020,27370 +2021-01-17,8295.0,10444.0,12908.0,13118.0,12880.0,1211.0,197162,231133,279055,279888,265020,27370 +2021-01-18,8785.0,10990.0,13594.0,13797.0,13559.0,1274.0,197162,231133,279055,279888,265020,27370 +2021-01-19,9303.0,11697.0,14420.0,14644.0,14364.0,1365.0,197162,231133,279055,279888,265020,27370 +2021-01-20,9912.0,12453.0,15386.0,15547.0,15190.0,1456.0,197162,231133,279055,279888,265020,27370 +2021-01-21,10577.0,13202.0,16324.0,16520.0,16058.0,1568.0,197162,231133,279055,279888,265020,27370 +2021-01-22,11347.0,14196.0,17486.0,17703.0,17115.0,1659.0,197162,231133,279055,279888,265020,27370 +2021-01-23,11914.0,14938.0,18459.0,18704.0,17997.0,1743.0,197162,231133,279055,279888,265020,27370 +2021-01-24,12299.0,15456.0,19061.0,19264.0,18585.0,1792.0,197162,231133,279055,279888,265020,27370 +2021-01-25,12712.0,15897.0,19684.0,19908.0,19138.0,1862.0,197162,231133,279055,279888,265020,27370 +2021-01-26,13167.0,16562.0,20454.0,20629.0,19775.0,1946.0,197162,231133,279055,279888,265020,27370 +2021-01-27,13601.0,17185.0,21147.0,21357.0,20433.0,2009.0,197162,231133,279055,279888,265020,27370 +2021-01-28,14084.0,17836.0,21910.0,22113.0,21112.0,2079.0,197162,231133,279055,279888,265020,27370 +2021-01-29,14672.0,18585.0,22855.0,23030.0,21917.0,2170.0,197162,231133,279055,279888,265020,27370 +2021-01-30,15176.0,19152.0,23625.0,23723.0,22561.0,2240.0,197162,231133,279055,279888,265020,27370 +2021-01-31,15505.0,19635.0,24164.0,24269.0,23030.0,2303.0,197162,231133,279055,279888,265020,27370 +2021-02-01,15848.0,20090.0,24710.0,24731.0,23471.0,2352.0,197162,231133,279055,279888,265020,27370 +2021-02-02,16275.0,20629.0,25249.0,25326.0,24066.0,2415.0,197162,231133,279055,279888,265020,27370 +2021-02-03,16765.0,21266.0,25970.0,26005.0,24661.0,2471.0,197162,231133,279055,279888,265020,27370 +2021-02-04,17360.0,21959.0,26754.0,26768.0,25361.0,2534.0,197162,231133,279055,279888,265020,27370 +2021-02-05,17969.0,22652.0,27594.0,27552.0,25977.0,2618.0,197162,231133,279055,279888,265020,27370 +2021-02-06,18592.0,23345.0,28413.0,28252.0,26663.0,2709.0,197162,231133,279055,279888,265020,27370 +2021-02-07,18963.0,23779.0,28910.0,28700.0,27055.0,2765.0,197162,231133,279055,279888,265020,27370 +2021-02-08,19334.0,24143.0,29400.0,29127.0,27391.0,2793.0,197162,231133,279055,279888,265020,27370 +2021-02-09,19866.0,24703.0,30058.0,29806.0,28000.0,2863.0,197162,231133,279055,279888,265020,27370 +2021-02-10,20713.0,25648.0,31143.0,30891.0,28952.0,2982.0,197162,231133,279055,279888,265020,27370 +2021-02-11,21882.0,27139.0,32753.0,32564.0,30422.0,3178.0,197162,231133,279055,279888,265020,27370 +2021-02-12,23674.0,29169.0,35224.0,34902.0,32382.0,3395.0,197162,231133,279055,279888,265020,27370 +2021-02-13,25459.0,31269.0,37982.0,37695.0,34979.0,3626.0,197162,231133,279055,279888,265020,27370 +2021-02-14,26110.0,32298.0,39340.0,39011.0,36106.0,3724.0,197162,231133,279055,279888,265020,27370 +2021-02-15,27153.0,33495.0,40614.0,40257.0,37184.0,3878.0,197162,231133,279055,279888,265020,27370 +2021-02-16,30303.0,36981.0,44814.0,44282.0,40999.0,4305.0,197162,231133,279055,279888,265020,27370 +2021-02-17,35567.0,42791.0,51961.0,51037.0,47481.0,5117.0,197162,231133,279055,279888,265020,27370 +2021-02-18,39921.0,48272.0,58359.0,57785.0,52724.0,5740.0,197162,231133,279055,279888,265020,27370 +2021-02-19,43456.0,52479.0,63539.0,62545.0,56945.0,6153.0,197162,231133,279055,279888,265020,27370 +2021-02-20,46592.0,56378.0,68642.0,67480.0,62356.0,6608.0,197162,231133,279055,279888,265020,27370 +2021-02-21,47803.0,57834.0,70560.0,69153.0,63945.0,6783.0,197162,231133,279055,279888,265020,27370 +2021-02-22,49280.0,59437.0,72569.0,71043.0,65744.0,6958.0,197162,231133,279055,279888,265020,27370 +2021-02-23,52353.0,63329.0,77378.0,76223.0,70273.0,7350.0,197162,231133,279055,279888,265020,27370 +2021-02-24,56819.0,69076.0,85176.0,84168.0,78253.0,8008.0,197162,231133,279055,279888,265020,27370 +2021-02-25,61628.0,75411.0,94171.0,93793.0,87857.0,8764.0,197162,231133,279055,279888,265020,27370 +2021-02-26,67340.0,83111.0,104314.0,104384.0,98315.0,9639.0,197162,231133,279055,279888,265020,27370 +2021-02-27,72373.0,89124.0,111944.0,112280.0,107002.0,10493.0,197162,231133,279055,279888,265020,27370 +2021-02-28,74816.0,92610.0,116480.0,116998.0,111958.0,11081.0,197162,231133,279055,279888,265020,27370 +2021-03-01,76867.0,95837.0,120946.0,121940.0,117460.0,11571.0,197162,231133,279055,279888,265020,27370 +2021-03-02,79681.0,99897.0,126875.0,128107.0,123830.0,12096.0,197162,231133,279055,279888,265020,27370 +2021-03-03,83769.0,105476.0,134176.0,136255.0,131719.0,12838.0,197162,231133,279055,279888,265020,27370 +2021-03-04,89348.0,113148.0,144347.0,147210.0,143227.0,13909.0,197162,231133,279055,279888,265020,27370 +2021-03-05,95207.0,120883.0,154490.0,157864.0,154021.0,15001.0,197162,231133,279055,279888,265020,27370 +2021-03-06,101808.0,128723.0,164780.0,168819.0,165627.0,16114.0,197162,231133,279055,279888,265020,27370 +2021-03-07,104811.0,132636.0,169862.0,173950.0,171073.0,16562.0,197162,231133,279055,279888,265020,27370 +2021-03-08,108297.0,137459.0,175910.0,180586.0,177492.0,17150.0,197162,231133,279055,279888,265020,27370 +2021-03-09,111559.0,141673.0,181440.0,186354.0,183050.0,17738.0,197162,231133,279055,279888,265020,27370 +2021-03-10,114807.0,146048.0,187033.0,192276.0,188531.0,18256.0,197162,231133,279055,279888,265020,27370 +2021-03-11,118013.0,150094.0,192332.0,197939.0,194131.0,18739.0,197162,231133,279055,279888,265020,27370 +2021-03-12,123053.0,155799.0,199304.0,205499.0,200872.0,19327.0,197162,231133,279055,279888,265020,27370 +2021-03-13,128688.0,163310.0,208964.0,215026.0,209265.0,20083.0,197162,231133,279055,279888,265020,27370 +2021-03-14,131803.0,167216.0,213696.0,219919.0,213724.0,20482.0,197162,231133,279055,279888,265020,27370 +2021-03-15,135660.0,171577.0,218967.0,224903.0,218288.0,20916.0,197162,231133,279055,279888,265020,27370 +2021-03-16,138957.0,175238.0,223167.0,229243.0,222523.0,21273.0,197162,231133,279055,279888,265020,27370 +2021-03-17,141582.0,178234.0,226751.0,233037.0,225939.0,21553.0,197162,231133,279055,279888,265020,27370 +2021-03-18,144522.0,181279.0,230300.0,236670.0,229495.0,21868.0,197162,231133,279055,279888,265020,27370 +2021-03-19,147406.0,184723.0,234220.0,240520.0,233254.0,22190.0,197162,231133,279055,279888,265020,27370 +2021-03-20,150871.0,188692.0,238497.0,244482.0,237055.0,22596.0,197162,231133,279055,279888,265020,27370 +2021-03-21,152215.0,190344.0,240331.0,246155.0,238602.0,22778.0,197162,231133,279055,279888,265020,27370 +2021-03-22,153454.0,191744.0,241773.0,247618.0,239988.0,22883.0,197162,231133,279055,279888,265020,27370 +2021-03-23,154665.0,192927.0,243026.0,248864.0,241024.0,23023.0,197162,231133,279055,279888,265020,27370 +2021-03-24,155883.0,194194.0,244265.0,250096.0,242109.0,23163.0,197162,231133,279055,279888,265020,27370 +2021-03-25,157241.0,195272.0,245385.0,251160.0,243061.0,23268.0,197162,231133,279055,279888,265020,27370 +2021-03-26,158578.0,196518.0,246617.0,252280.0,244041.0,23366.0,197162,231133,279055,279888,265020,27370 +2021-03-27,160188.0,198002.0,248080.0,253561.0,245119.0,23513.0,197162,231133,279055,279888,265020,27370 +2021-03-28,160930.0,198730.0,248759.0,254128.0,245644.0,23604.0,197162,231133,279055,279888,265020,27370 +2021-03-29,161539.0,199339.0,249424.0,254660.0,246134.0,23688.0,197162,231133,279055,279888,265020,27370 +2021-03-30,162148.0,199920.0,250033.0,255101.0,246498.0,23765.0,197162,231133,279055,279888,265020,27370 +2021-03-31,162736.0,200431.0,250537.0,255521.0,246820.0,23821.0,197162,231133,279055,279888,265020,27370 +2021-04-01,163135.0,200788.0,250789.0,255759.0,247016.0,23863.0,197162,231133,279055,279888,265020,27370 +2021-04-02,163345.0,200956.0,250950.0,255934.0,247156.0,23905.0,197162,231133,279055,279888,265020,27370 +2021-04-03,163590.0,201201.0,251160.0,256109.0,247317.0,23926.0,197162,231133,279055,279888,265020,27370 +2021-04-04,163723.0,201292.0,251258.0,256193.0,247380.0,23933.0,197162,231133,279055,279888,265020,27370 +2021-04-05,163786.0,201355.0,251321.0,256235.0,247408.0,23940.0,197162,231133,279055,279888,265020,27370 +2021-04-06,163919.0,201495.0,251419.0,256333.0,247485.0,23968.0,197162,231133,279055,279888,265020,27370 +2021-04-07,164136.0,201698.0,251622.0,256452.0,247583.0,24045.0,197162,231133,279055,279888,265020,27370 +2021-04-08,164339.0,201943.0,251790.0,256648.0,247702.0,24073.0,197162,231133,279055,279888,265020,27370 +2021-04-09,164591.0,202209.0,251993.0,256830.0,247814.0,24101.0,197162,231133,279055,279888,265020,27370 +2021-04-10,164850.0,202384.0,252161.0,256949.0,247912.0,24129.0,197162,231133,279055,279888,265020,27370 +2021-04-11,164934.0,202461.0,252238.0,257005.0,247968.0,24129.0,197162,231133,279055,279888,265020,27370 +2021-04-12,165046.0,202531.0,252287.0,257061.0,248017.0,24143.0,197162,231133,279055,279888,265020,27370 +2021-04-13,165158.0,202629.0,252336.0,257131.0,248066.0,24150.0,197162,231133,279055,279888,265020,27370 +2021-04-14,165242.0,202706.0,252406.0,257215.0,248115.0,24164.0,197162,231133,279055,279888,265020,27370 +2021-04-15,165347.0,202790.0,252469.0,257271.0,248171.0,24171.0,197162,231133,279055,279888,265020,27370 +2021-04-16,165452.0,202874.0,252546.0,257334.0,248227.0,24178.0,197162,231133,279055,279888,265020,27370 +2021-04-17,165564.0,202972.0,252623.0,257411.0,248269.0,24185.0,197162,231133,279055,279888,265020,27370 +2021-04-18,165613.0,203007.0,252651.0,257446.0,248304.0,24192.0,197162,231133,279055,279888,265020,27370 +2021-04-19,165662.0,203070.0,252700.0,257488.0,248332.0,24192.0,197162,231133,279055,279888,265020,27370 +2021-04-20,165718.0,203119.0,252749.0,257537.0,248374.0,24199.0,197162,231133,279055,279888,265020,27370 +2021-04-21,165788.0,203189.0,252798.0,257586.0,248409.0,24213.0,197162,231133,279055,279888,265020,27370 +2021-04-22,165858.0,203245.0,252861.0,257635.0,248451.0,24220.0,197162,231133,279055,279888,265020,27370 +2021-04-23,165949.0,203322.0,252945.0,257663.0,248493.0,24227.0,197162,231133,279055,279888,265020,27370 +2021-04-24,166026.0,203392.0,253008.0,257733.0,248535.0,24234.0,197162,231133,279055,279888,265020,27370 +2021-04-25,166068.0,203441.0,253057.0,257768.0,248563.0,24241.0,197162,231133,279055,279888,265020,27370 +2021-04-26,166110.0,203476.0,253106.0,257810.0,248591.0,24248.0,197162,231133,279055,279888,265020,27370 +2021-04-27,166173.0,203532.0,253155.0,257859.0,248619.0,24255.0,197162,231133,279055,279888,265020,27370 +2021-04-28,166236.0,203588.0,253204.0,257894.0,248661.0,24262.0,197162,231133,279055,279888,265020,27370 +2021-04-29,166306.0,203644.0,253267.0,257964.0,248696.0,24276.0,197162,231133,279055,279888,265020,27370 +2021-04-30,166369.0,203707.0,253330.0,258013.0,248724.0,24276.0,197162,231133,279055,279888,265020,27370 +2021-05-01,166418.0,203763.0,253372.0,258048.0,248759.0,24283.0,197162,231133,279055,279888,265020,27370 +2021-05-02,166439.0,203791.0,253400.0,258076.0,248780.0,24283.0,197162,231133,279055,279888,265020,27370 +2021-05-03,166453.0,203805.0,253428.0,258083.0,248787.0,24290.0,197162,231133,279055,279888,265020,27370 +2021-05-04,166495.0,203840.0,253456.0,258104.0,248815.0,24297.0,197162,231133,279055,279888,265020,27370 +2021-05-05,166544.0,203882.0,253512.0,258146.0,248850.0,24304.0,197162,231133,279055,279888,265020,27370 +2021-05-06,166614.0,203952.0,253575.0,258209.0,248899.0,24311.0,197162,231133,279055,279888,265020,27370 +2021-05-07,166684.0,204022.0,253638.0,258265.0,248934.0,24325.0,197162,231133,279055,279888,265020,27370 +2021-05-08,166754.0,204085.0,253708.0,258321.0,248969.0,24332.0,197162,231133,279055,279888,265020,27370 +2021-05-09,166789.0,204120.0,253743.0,258342.0,248990.0,24339.0,197162,231133,279055,279888,265020,27370 +2021-05-10,166824.0,204162.0,253778.0,258377.0,249011.0,24346.0,197162,231133,279055,279888,265020,27370 +2021-05-11,166887.0,204232.0,253827.0,258426.0,249046.0,24353.0,197162,231133,279055,279888,265020,27370 +2021-05-12,166971.0,204309.0,253911.0,258503.0,249102.0,24367.0,197162,231133,279055,279888,265020,27370 +2021-05-13,167069.0,204407.0,254002.0,258594.0,249158.0,24374.0,197162,231133,279055,279888,265020,27370 +2021-05-14,167160.0,204505.0,254086.0,258678.0,249221.0,24388.0,197162,231133,279055,279888,265020,27370 +2021-05-15,167286.0,204596.0,254163.0,258755.0,249277.0,24409.0,197162,231133,279055,279888,265020,27370 +2021-05-16,167335.0,204645.0,254212.0,258790.0,249305.0,24416.0,197162,231133,279055,279888,265020,27370 +2021-05-17,167405.0,204715.0,254254.0,258832.0,249340.0,24430.0,197162,231133,279055,279888,265020,27370 +2021-05-18,167482.0,204764.0,254331.0,258895.0,249389.0,24437.0,197162,231133,279055,279888,265020,27370 +2021-05-19,167587.0,204869.0,254415.0,258979.0,249452.0,24451.0,197162,231133,279055,279888,265020,27370 +2021-05-20,167699.0,204960.0,254520.0,259070.0,249529.0,24472.0,197162,231133,279055,279888,265020,27370 +2021-05-21,167818.0,205030.0,254618.0,259147.0,249606.0,24486.0,197162,231133,279055,279888,265020,27370 +2021-05-22,167916.0,205121.0,254716.0,259224.0,249662.0,24507.0,197162,231133,279055,279888,265020,27370 +2021-05-23,167958.0,205170.0,254772.0,259266.0,249690.0,24521.0,197162,231133,279055,279888,265020,27370 +2021-05-24,168014.0,205226.0,254828.0,259315.0,249739.0,24528.0,197162,231133,279055,279888,265020,27370 +2021-05-25,168084.0,205310.0,254891.0,259364.0,249788.0,24542.0,197162,231133,279055,279888,265020,27370 +2021-05-26,168175.0,205387.0,254954.0,259427.0,249830.0,24549.0,197162,231133,279055,279888,265020,27370 +2021-05-27,168266.0,205471.0,255045.0,259490.0,249879.0,24556.0,197162,231133,279055,279888,265020,27370 +2021-05-28,168350.0,205541.0,255115.0,259553.0,249921.0,24577.0,197162,231133,279055,279888,265020,27370 +2021-05-29,168434.0,205611.0,255171.0,259609.0,249963.0,24591.0,197162,231133,279055,279888,265020,27370 +2021-05-30,168483.0,205653.0,255220.0,259630.0,249998.0,24598.0,197162,231133,279055,279888,265020,27370 +2021-05-31,168504.0,205688.0,255241.0,259658.0,250012.0,24605.0,197162,231133,279055,279888,265020,27370 +2021-06-01,168539.0,205723.0,255283.0,259700.0,250040.0,24619.0,197162,231133,279055,279888,265020,27370 +2021-06-02,168588.0,205758.0,255332.0,259728.0,250068.0,24626.0,197162,231133,279055,279888,265020,27370 +2021-06-03,168651.0,205814.0,255374.0,259784.0,250103.0,24640.0,197162,231133,279055,279888,265020,27370 +2021-06-04,168714.0,205863.0,255430.0,259812.0,250131.0,24647.0,197162,231133,279055,279888,265020,27370 +2021-06-05,168784.0,205947.0,255472.0,259847.0,250159.0,24654.0,197162,231133,279055,279888,265020,27370 +2021-06-06,168819.0,205975.0,255500.0,259868.0,250173.0,24661.0,197162,231133,279055,279888,265020,27370 +2021-06-07,168861.0,206003.0,255535.0,259896.0,250187.0,24661.0,197162,231133,279055,279888,265020,27370 +2021-06-08,168882.0,206045.0,255563.0,259931.0,250215.0,24668.0,197162,231133,279055,279888,265020,27370 +2021-06-09,168938.0,206101.0,255605.0,259966.0,250250.0,24675.0,197162,231133,279055,279888,265020,27370 +2021-06-10,169001.0,206143.0,255640.0,260001.0,250278.0,24682.0,197162,231133,279055,279888,265020,27370 +2021-06-11,169036.0,206178.0,255675.0,260029.0,250299.0,24689.0,197162,231133,279055,279888,265020,27370 +2021-06-12,169099.0,206220.0,255717.0,260078.0,250334.0,24696.0,197162,231133,279055,279888,265020,27370 +2021-06-13,169141.0,206241.0,255738.0,260092.0,250348.0,24703.0,197162,231133,279055,279888,265020,27370 +2021-06-14,169169.0,206262.0,255759.0,260113.0,250362.0,24710.0,197162,231133,279055,279888,265020,27370 +2021-06-15,169204.0,206304.0,255780.0,260141.0,250383.0,24710.0,197162,231133,279055,279888,265020,27370 +2021-06-16,169253.0,206339.0,255815.0,260169.0,250404.0,24717.0,197162,231133,279055,279888,265020,27370 +2021-06-17,169316.0,206381.0,255850.0,260197.0,250425.0,24724.0,197162,231133,279055,279888,265020,27370 +2021-06-18,169358.0,206416.0,255892.0,260225.0,250446.0,24724.0,197162,231133,279055,279888,265020,27370 +2021-06-19,169421.0,206472.0,255934.0,260267.0,250481.0,24724.0,197162,231133,279055,279888,265020,27370 +2021-06-20,169449.0,206493.0,255948.0,260281.0,250495.0,24731.0,197162,231133,279055,279888,265020,27370 +2021-06-21,169477.0,206514.0,255969.0,260288.0,250509.0,24738.0,197162,231133,279055,279888,265020,27370 +2021-06-22,169519.0,206542.0,255990.0,260309.0,250516.0,24745.0,197162,231133,279055,279888,265020,27370 +2021-06-23,169554.0,206584.0,256011.0,260337.0,250537.0,24745.0,197162,231133,279055,279888,265020,27370 +2021-06-24,169596.0,206619.0,256039.0,260365.0,250551.0,24752.0,197162,231133,279055,279888,265020,27370 +2021-06-25,169631.0,206661.0,256067.0,260393.0,250579.0,24759.0,197162,231133,279055,279888,265020,27370 +2021-06-26,169715.0,206710.0,256123.0,260435.0,250614.0,24759.0,197162,231133,279055,279888,265020,27370 +2021-06-27,169771.0,206738.0,256144.0,260449.0,250628.0,24766.0,197162,231133,279055,279888,265020,27370 +2021-06-28,169806.0,206752.0,256158.0,260463.0,250635.0,24773.0,197162,231133,279055,279888,265020,27370 +2021-06-29,169848.0,206773.0,256186.0,260477.0,250656.0,24780.0,197162,231133,279055,279888,265020,27370 +2021-06-30,169897.0,206801.0,256214.0,260505.0,250663.0,24787.0,197162,231133,279055,279888,265020,27370 +2021-07-01,169939.0,206829.0,256256.0,260533.0,250677.0,24787.0,197162,231133,279055,279888,265020,27370 +2021-07-02,169967.0,206857.0,256277.0,260547.0,250698.0,24787.0,197162,231133,279055,279888,265020,27370 +2021-07-03,170023.0,206899.0,256305.0,260568.0,250712.0,24787.0,197162,231133,279055,279888,265020,27370 +2021-07-04,170037.0,206920.0,256312.0,260582.0,250726.0,24794.0,197162,231133,279055,279888,265020,27370 +2021-07-05,170058.0,206934.0,256333.0,260603.0,250733.0,24794.0,197162,231133,279055,279888,265020,27370 +2021-07-06,170086.0,206955.0,256361.0,260624.0,250740.0,24801.0,197162,231133,279055,279888,265020,27370 +2021-07-07,170121.0,206990.0,256396.0,260659.0,250761.0,24808.0,197162,231133,279055,279888,265020,27370 +2021-07-08,170170.0,207025.0,256417.0,260680.0,250768.0,24808.0,197162,231133,279055,279888,265020,27370 +2021-07-09,170205.0,207046.0,256445.0,260701.0,250789.0,24808.0,197162,231133,279055,279888,265020,27370 +2021-07-10,170233.0,207081.0,256487.0,260722.0,250803.0,24815.0,197162,231133,279055,279888,265020,27370 +2021-07-11,170254.0,207102.0,256501.0,260736.0,250817.0,24815.0,197162,231133,279055,279888,265020,27370 +2021-07-12,170261.0,207123.0,256508.0,260750.0,250824.0,24822.0,197162,231133,279055,279888,265020,27370 +2021-07-13,170282.0,207144.0,256529.0,260764.0,250838.0,24822.0,197162,231133,279055,279888,265020,27370 +2021-07-14,170310.0,207165.0,256550.0,260792.0,250852.0,24822.0,197162,231133,279055,279888,265020,27370 +2021-07-15,170352.0,207193.0,256578.0,260820.0,250866.0,24829.0,197162,231133,279055,279888,265020,27370 +2021-07-16,170380.0,207228.0,256599.0,260834.0,250887.0,24829.0,197162,231133,279055,279888,265020,27370 +2021-07-17,170436.0,207277.0,256634.0,260855.0,250908.0,24829.0,197162,231133,279055,279888,265020,27370 +2021-07-18,170450.0,207277.0,256648.0,260869.0,250915.0,24836.0,197162,231133,279055,279888,265020,27370 +2021-07-19,170464.0,207291.0,256662.0,260883.0,250922.0,24836.0,197162,231133,279055,279888,265020,27370 +2021-07-20,170485.0,207312.0,256676.0,260890.0,250936.0,24836.0,197162,231133,279055,279888,265020,27370 +2021-07-21,170520.0,207340.0,256690.0,260904.0,250950.0,24843.0,197162,231133,279055,279888,265020,27370 +2021-07-22,170555.0,207368.0,256718.0,260925.0,250957.0,24843.0,197162,231133,279055,279888,265020,27370 +2021-07-23,170576.0,207389.0,256732.0,260946.0,250978.0,24843.0,197162,231133,279055,279888,265020,27370 +2021-07-24,170611.0,207417.0,256753.0,260960.0,250985.0,24850.0,197162,231133,279055,279888,265020,27370 +2021-07-25,170625.0,207431.0,256767.0,260967.0,250992.0,24850.0,197162,231133,279055,279888,265020,27370 +2021-07-26,170639.0,207438.0,256781.0,260981.0,250999.0,24850.0,197162,231133,279055,279888,265020,27370 +2021-07-27,170653.0,207452.0,256795.0,260995.0,251006.0,24850.0,197162,231133,279055,279888,265020,27370 +2021-07-28,170674.0,207466.0,256816.0,261009.0,251013.0,24857.0,197162,231133,279055,279888,265020,27370 +2021-07-29,170695.0,207487.0,256830.0,261023.0,251020.0,24857.0,197162,231133,279055,279888,265020,27370 +2021-07-30,170723.0,207501.0,256844.0,261037.0,251034.0,24857.0,197162,231133,279055,279888,265020,27370 +2021-07-31,170744.0,207515.0,256858.0,261051.0,251041.0,24864.0,197162,231133,279055,279888,265020,27370 +2021-08-01,170751.0,207522.0,256872.0,261058.0,251048.0,24864.0,197162,231133,279055,279888,265020,27370 +2021-08-02,170772.0,207543.0,256879.0,261065.0,251055.0,24871.0,197162,231133,279055,279888,265020,27370 +2021-08-03,170793.0,207550.0,256893.0,261072.0,251055.0,24871.0,197162,231133,279055,279888,265020,27370 +2021-08-04,170814.0,207571.0,256907.0,261086.0,251069.0,24878.0,197162,231133,279055,279888,265020,27370 +2021-08-05,170835.0,207585.0,256928.0,261100.0,251076.0,24878.0,197162,231133,279055,279888,265020,27370 +2021-08-06,170856.0,207613.0,256942.0,261114.0,251083.0,24878.0,197162,231133,279055,279888,265020,27370 +2021-08-07,170891.0,207627.0,256963.0,261128.0,251090.0,24878.0,197162,231133,279055,279888,265020,27370 +2021-08-08,170898.0,207641.0,256977.0,261135.0,251090.0,24878.0,197162,231133,279055,279888,265020,27370 +2021-08-09,170912.0,207655.0,256991.0,261142.0,251097.0,24885.0,197162,231133,279055,279888,265020,27370 +2021-08-10,170926.0,207662.0,257005.0,261170.0,251104.0,24885.0,197162,231133,279055,279888,265020,27370 +2021-08-11,170954.0,207690.0,257019.0,261177.0,251111.0,24885.0,197162,231133,279055,279888,265020,27370 +2021-08-12,170982.0,207711.0,257040.0,261191.0,251125.0,24892.0,197162,231133,279055,279888,265020,27370 +2021-08-13,170996.0,207732.0,257061.0,261198.0,251132.0,24892.0,197162,231133,279055,279888,265020,27370 +2021-08-14,171017.0,207739.0,257075.0,261212.0,251146.0,24899.0,197162,231133,279055,279888,265020,27370 +2021-08-15,171038.0,207746.0,257082.0,261219.0,251146.0,24899.0,197162,231133,279055,279888,265020,27370 +2021-08-16,171052.0,207760.0,257096.0,261226.0,251153.0,24899.0,197162,231133,279055,279888,265020,27370 +2021-08-17,171073.0,207774.0,257103.0,261226.0,251153.0,24906.0,197162,231133,279055,279888,265020,27370 +2021-08-18,171094.0,207781.0,257117.0,261240.0,251160.0,24906.0,197162,231133,279055,279888,265020,27370 +2021-08-19,171108.0,207795.0,257131.0,261254.0,251167.0,24906.0,197162,231133,279055,279888,265020,27370 +2021-08-20,171122.0,207809.0,257145.0,261261.0,251174.0,24913.0,197162,231133,279055,279888,265020,27370 +2021-08-21,171143.0,207830.0,257159.0,261275.0,251188.0,24913.0,197162,231133,279055,279888,265020,27370 +2021-08-22,171143.0,207837.0,257166.0,261282.0,251195.0,24913.0,197162,231133,279055,279888,265020,27370 +2021-08-23,171157.0,207851.0,257173.0,261289.0,251202.0,24913.0,197162,231133,279055,279888,265020,27370 +2021-08-24,171171.0,207865.0,257180.0,261303.0,251209.0,24913.0,197162,231133,279055,279888,265020,27370 +2021-08-25,171192.0,207886.0,257194.0,261310.0,251223.0,24913.0,197162,231133,279055,279888,265020,27370 +2021-08-26,171213.0,207893.0,257215.0,261317.0,251223.0,24913.0,197162,231133,279055,279888,265020,27370 +2021-08-27,171220.0,207900.0,257222.0,261331.0,251230.0,24920.0,197162,231133,279055,279888,265020,27370 +2021-08-28,171234.0,207914.0,257229.0,261338.0,251230.0,24920.0,197162,231133,279055,279888,265020,27370 +2021-08-29,171241.0,207921.0,257236.0,261345.0,251237.0,24920.0,197162,231133,279055,279888,265020,27370 +2021-08-30,171255.0,207928.0,257243.0,261345.0,251237.0,24920.0,197162,231133,279055,279888,265020,27370 +2021-08-31,171269.0,207935.0,257257.0,261352.0,251237.0,24920.0,197162,231133,279055,279888,265020,27370 +2021-09-01,171290.0,207949.0,257264.0,261359.0,251237.0,24927.0,197162,231133,279055,279888,265020,27370 diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 60-64 population by psychosis schiz bipolar_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 60-64 population by psychosis schiz bipolar_tpp.csv index 852c26c..4fe2460 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 60-64 population by psychosis schiz bipolar_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 60-64 population by psychosis schiz bipolar_tpp.csv @@ -1,260 +1,273 @@ covid_vacc_date,no,yes,no_total,yes_total -2020-12-01,0.0,0.0,1264928,14833 -2020-12-02,0.0,0.0,1264928,14833 -2020-12-04,0.0,0.0,1264928,14833 -2020-12-07,0.0,0.0,1264928,14833 -2020-12-08,161.0,0.0,1264928,14833 -2020-12-09,539.0,0.0,1264928,14833 -2020-12-10,889.0,0.0,1264928,14833 -2020-12-11,1225.0,0.0,1264928,14833 -2020-12-12,1491.0,0.0,1264928,14833 -2020-12-13,1736.0,0.0,1264928,14833 -2020-12-14,2037.0,0.0,1264928,14833 -2020-12-15,2520.0,7.0,1264928,14833 -2020-12-16,3164.0,14.0,1264928,14833 -2020-12-17,4018.0,14.0,1264928,14833 -2020-12-18,4802.0,14.0,1264928,14833 -2020-12-19,5530.0,21.0,1264928,14833 -2020-12-20,6447.0,21.0,1264928,14833 -2020-12-21,7574.0,28.0,1264928,14833 -2020-12-22,8554.0,28.0,1264928,14833 -2020-12-23,9849.0,35.0,1264928,14833 -2020-12-24,10486.0,42.0,1264928,14833 -2020-12-25,10486.0,42.0,1264928,14833 -2020-12-26,10507.0,42.0,1264928,14833 -2020-12-27,10682.0,42.0,1264928,14833 -2020-12-28,11011.0,42.0,1264928,14833 -2020-12-29,11795.0,49.0,1264928,14833 -2020-12-30,13762.0,63.0,1264928,14833 -2020-12-31,15575.0,91.0,1264928,14833 -2021-01-01,16058.0,91.0,1264928,14833 -2021-01-02,16555.0,98.0,1264928,14833 -2021-01-03,16982.0,98.0,1264928,14833 -2021-01-04,17787.0,105.0,1264928,14833 -2021-01-05,19334.0,112.0,1264928,14833 -2021-01-06,21637.0,119.0,1264928,14833 -2021-01-07,25144.0,140.0,1264928,14833 -2021-01-08,28742.0,168.0,1264928,14833 -2021-01-09,31871.0,196.0,1264928,14833 -2021-01-10,33558.0,210.0,1264928,14833 -2021-01-11,36092.0,224.0,1264928,14833 -2021-01-12,39235.0,245.0,1264928,14833 -2021-01-13,42854.0,273.0,1264928,14833 -2021-01-14,46970.0,315.0,1264928,14833 -2021-01-15,51695.0,378.0,1264928,14833 -2021-01-16,55720.0,413.0,1264928,14833 -2021-01-17,58422.0,427.0,1264928,14833 -2021-01-18,61544.0,455.0,1264928,14833 -2021-01-19,65324.0,476.0,1264928,14833 -2021-01-20,69426.0,504.0,1264928,14833 -2021-01-21,73689.0,560.0,1264928,14833 -2021-01-22,78876.0,616.0,1264928,14833 -2021-01-23,83083.0,665.0,1264928,14833 -2021-01-24,85764.0,686.0,1264928,14833 -2021-01-25,88480.0,721.0,1264928,14833 -2021-01-26,91763.0,749.0,1264928,14833 -2021-01-27,94941.0,784.0,1264928,14833 -2021-01-28,98301.0,819.0,1264928,14833 -2021-01-29,102361.0,854.0,1264928,14833 -2021-01-30,105588.0,875.0,1264928,14833 -2021-01-31,108003.0,889.0,1264928,14833 -2021-02-01,110278.0,910.0,1264928,14833 -2021-02-02,113008.0,931.0,1264928,14833 -2021-02-03,116151.0,980.0,1264928,14833 -2021-02-04,119714.0,1022.0,1264928,14833 -2021-02-05,123291.0,1064.0,1264928,14833 -2021-02-06,126861.0,1106.0,1264928,14833 -2021-02-07,129038.0,1120.0,1264928,14833 -2021-02-08,131033.0,1148.0,1264928,14833 -2021-02-09,134078.0,1211.0,1264928,14833 -2021-02-10,139048.0,1281.0,1264928,14833 -2021-02-11,146559.0,1386.0,1264928,14833 -2021-02-12,157206.0,1561.0,1264928,14833 -2021-02-13,169281.0,1757.0,1264928,14833 -2021-02-14,174790.0,1834.0,1264928,14833 -2021-02-15,180719.0,1904.0,1264928,14833 -2021-02-16,199514.0,2240.0,1264928,14833 -2021-02-17,231224.0,2842.0,1264928,14833 -2021-02-18,259483.0,3465.0,1264928,14833 -2021-02-19,281393.0,3878.0,1264928,14833 -2021-02-20,303968.0,4270.0,1264928,14833 -2021-02-21,311878.0,4389.0,1264928,14833 -2021-02-22,320691.0,4543.0,1264928,14833 -2021-02-23,342139.0,4984.0,1264928,14833 -2021-02-24,376236.0,5516.0,1264928,14833 -2021-02-25,415765.0,6160.0,1264928,14833 -2021-02-26,460628.0,6804.0,1264928,14833 -2021-02-27,496279.0,7273.0,1264928,14833 -2021-02-28,516852.0,7434.0,1264928,14833 -2021-03-01,537397.0,7574.0,1264928,14833 -2021-03-02,563094.0,7756.0,1264928,14833 -2021-03-03,596596.0,8008.0,1264928,14833 -2021-03-04,643167.0,8414.0,1264928,14833 -2021-03-05,689031.0,8841.0,1264928,14833 -2021-03-06,737051.0,9233.0,1264928,14833 -2021-03-07,759948.0,9373.0,1264928,14833 -2021-03-08,787759.0,9555.0,1264928,14833 -2021-03-09,812504.0,9744.0,1264928,14833 -2021-03-10,837452.0,9919.0,1264928,14833 -2021-03-11,861595.0,10073.0,1264928,14833 -2021-03-12,893970.0,10311.0,1264928,14833 -2021-03-13,935200.0,10584.0,1264928,14833 -2021-03-14,956578.0,10696.0,1264928,14833 -2021-03-15,979874.0,10857.0,1264928,14833 -2021-03-16,999803.0,11018.0,1264928,14833 -2021-03-17,1016386.0,11123.0,1264928,14833 -2021-03-18,1033256.0,11270.0,1264928,14833 -2021-03-19,1051267.0,11403.0,1264928,14833 -2021-03-20,1071000.0,11543.0,1264928,14833 -2021-03-21,1079169.0,11592.0,1264928,14833 -2021-03-22,1086134.0,11648.0,1264928,14833 -2021-03-23,1092119.0,11711.0,1264928,14833 -2021-03-24,1098230.0,11788.0,1264928,14833 -2021-03-25,1103851.0,11844.0,1264928,14833 -2021-03-26,1109766.0,11928.0,1264928,14833 -2021-03-27,1116738.0,12012.0,1264928,14833 -2021-03-28,1120035.0,12047.0,1264928,14833 -2021-03-29,1122982.0,12096.0,1264928,14833 -2021-03-30,1125635.0,12124.0,1264928,14833 -2021-03-31,1127994.0,12159.0,1264928,14833 -2021-04-01,1129464.0,12180.0,1264928,14833 -2021-04-02,1130346.0,12194.0,1264928,14833 -2021-04-03,1131382.0,12208.0,1264928,14833 -2021-04-04,1131851.0,12215.0,1264928,14833 -2021-04-05,1132117.0,12215.0,1264928,14833 -2021-04-06,1132677.0,12229.0,1264928,14833 -2021-04-07,1133580.0,12243.0,1264928,14833 -2021-04-08,1134518.0,12257.0,1264928,14833 -2021-04-09,1135547.0,12271.0,1264928,14833 -2021-04-10,1136373.0,12285.0,1264928,14833 -2021-04-11,1136737.0,12292.0,1264928,14833 -2021-04-12,1137073.0,12299.0,1264928,14833 -2021-04-13,1137451.0,12313.0,1264928,14833 -2021-04-14,1137808.0,12327.0,1264928,14833 -2021-04-15,1138179.0,12327.0,1264928,14833 -2021-04-16,1138557.0,12341.0,1264928,14833 -2021-04-17,1138970.0,12348.0,1264928,14833 -2021-04-18,1139152.0,12348.0,1264928,14833 -2021-04-19,1139383.0,12355.0,1264928,14833 -2021-04-20,1139621.0,12362.0,1264928,14833 -2021-04-21,1139908.0,12362.0,1264928,14833 -2021-04-22,1140188.0,12369.0,1264928,14833 -2021-04-23,1140503.0,12376.0,1264928,14833 -2021-04-24,1140839.0,12383.0,1264928,14833 -2021-04-25,1141042.0,12383.0,1264928,14833 -2021-04-26,1141245.0,12390.0,1264928,14833 -2021-04-27,1141483.0,12397.0,1264928,14833 -2021-04-28,1141728.0,12404.0,1264928,14833 -2021-04-29,1142022.0,12418.0,1264928,14833 -2021-04-30,1142295.0,12418.0,1264928,14833 -2021-05-01,1142512.0,12425.0,1264928,14833 -2021-05-02,1142638.0,12425.0,1264928,14833 -2021-05-03,1142708.0,12425.0,1264928,14833 -2021-05-04,1142869.0,12425.0,1264928,14833 -2021-05-05,1143100.0,12432.0,1264928,14833 -2021-05-06,1143408.0,12439.0,1264928,14833 -2021-05-07,1143709.0,12439.0,1264928,14833 -2021-05-08,1144017.0,12446.0,1264928,14833 -2021-05-09,1144150.0,12446.0,1264928,14833 -2021-05-10,1144332.0,12446.0,1264928,14833 -2021-05-11,1144591.0,12460.0,1264928,14833 -2021-05-12,1144976.0,12467.0,1264928,14833 -2021-05-13,1145417.0,12474.0,1264928,14833 -2021-05-14,1145844.0,12481.0,1264928,14833 -2021-05-15,1146285.0,12488.0,1264928,14833 -2021-05-16,1146502.0,12488.0,1264928,14833 -2021-05-17,1146768.0,12495.0,1264928,14833 -2021-05-18,1147083.0,12502.0,1264928,14833 -2021-05-19,1147538.0,12502.0,1264928,14833 -2021-05-20,1148021.0,12523.0,1264928,14833 -2021-05-21,1148462.0,12530.0,1264928,14833 -2021-05-22,1148903.0,12537.0,1264928,14833 -2021-05-23,1149120.0,12537.0,1264928,14833 -2021-05-24,1149393.0,12537.0,1264928,14833 -2021-05-25,1149708.0,12544.0,1264928,14833 -2021-05-26,1150065.0,12551.0,1264928,14833 -2021-05-27,1150429.0,12558.0,1264928,14833 -2021-05-28,1150779.0,12565.0,1264928,14833 -2021-05-29,1151108.0,12565.0,1264928,14833 -2021-05-30,1151304.0,12572.0,1264928,14833 -2021-05-31,1151437.0,12572.0,1264928,14833 -2021-06-01,1151619.0,12572.0,1264928,14833 -2021-06-02,1151822.0,12572.0,1264928,14833 -2021-06-03,1152081.0,12579.0,1264928,14833 -2021-06-04,1152312.0,12579.0,1264928,14833 -2021-06-05,1152564.0,12586.0,1264928,14833 -2021-06-06,1152704.0,12586.0,1264928,14833 -2021-06-07,1152844.0,12593.0,1264928,14833 -2021-06-08,1152998.0,12593.0,1264928,14833 -2021-06-09,1153229.0,12600.0,1264928,14833 -2021-06-10,1153432.0,12607.0,1264928,14833 -2021-06-11,1153593.0,12614.0,1264928,14833 -2021-06-12,1153824.0,12621.0,1264928,14833 -2021-06-13,1153936.0,12621.0,1264928,14833 -2021-06-14,1154048.0,12621.0,1264928,14833 -2021-06-15,1154195.0,12621.0,1264928,14833 -2021-06-16,1154377.0,12628.0,1264928,14833 -2021-06-17,1154545.0,12642.0,1264928,14833 -2021-06-18,1154713.0,12649.0,1264928,14833 -2021-06-19,1154944.0,12656.0,1264928,14833 -2021-06-20,1155042.0,12656.0,1264928,14833 -2021-06-21,1155133.0,12656.0,1264928,14833 -2021-06-22,1155259.0,12656.0,1264928,14833 -2021-06-23,1155399.0,12663.0,1264928,14833 -2021-06-24,1155553.0,12670.0,1264928,14833 -2021-06-25,1155707.0,12677.0,1264928,14833 -2021-06-26,1155980.0,12684.0,1264928,14833 -2021-06-27,1156106.0,12684.0,1264928,14833 -2021-06-28,1156204.0,12684.0,1264928,14833 -2021-06-29,1156323.0,12691.0,1264928,14833 -2021-06-30,1156477.0,12691.0,1264928,14833 -2021-07-01,1156610.0,12698.0,1264928,14833 -2021-07-02,1156729.0,12705.0,1264928,14833 -2021-07-03,1156876.0,12712.0,1264928,14833 -2021-07-04,1156953.0,12712.0,1264928,14833 -2021-07-05,1157030.0,12719.0,1264928,14833 -2021-07-06,1157135.0,12726.0,1264928,14833 -2021-07-07,1157289.0,12733.0,1264928,14833 -2021-07-08,1157415.0,12733.0,1264928,14833 -2021-07-09,1157541.0,12740.0,1264928,14833 -2021-07-10,1157695.0,12740.0,1264928,14833 -2021-07-11,1157779.0,12740.0,1264928,14833 -2021-07-12,1157835.0,12740.0,1264928,14833 -2021-07-13,1157926.0,12740.0,1264928,14833 -2021-07-14,1158045.0,12747.0,1264928,14833 -2021-07-15,1158171.0,12754.0,1264928,14833 -2021-07-16,1158297.0,12761.0,1264928,14833 -2021-07-17,1158465.0,12768.0,1264928,14833 -2021-07-18,1158521.0,12768.0,1264928,14833 -2021-07-19,1158577.0,12768.0,1264928,14833 -2021-07-20,1158668.0,12768.0,1264928,14833 -2021-07-21,1158766.0,12768.0,1264928,14833 -2021-07-22,1158878.0,12775.0,1264928,14833 -2021-07-23,1158976.0,12775.0,1264928,14833 -2021-07-24,1159081.0,12782.0,1264928,14833 -2021-07-25,1159137.0,12782.0,1264928,14833 -2021-07-26,1159193.0,12782.0,1264928,14833 -2021-07-27,1159256.0,12782.0,1264928,14833 -2021-07-28,1159326.0,12789.0,1264928,14833 -2021-07-29,1159410.0,12789.0,1264928,14833 -2021-07-30,1159487.0,12796.0,1264928,14833 -2021-07-31,1159564.0,12796.0,1264928,14833 -2021-08-01,1159606.0,12796.0,1264928,14833 -2021-08-02,1159669.0,12803.0,1264928,14833 -2021-08-03,1159718.0,12803.0,1264928,14833 -2021-08-04,1159802.0,12803.0,1264928,14833 -2021-08-05,1159879.0,12810.0,1264928,14833 -2021-08-06,1159963.0,12810.0,1264928,14833 -2021-08-07,1160061.0,12817.0,1264928,14833 -2021-08-08,1160096.0,12817.0,1264928,14833 -2021-08-09,1160152.0,12817.0,1264928,14833 -2021-08-10,1160222.0,12817.0,1264928,14833 -2021-08-11,1160299.0,12824.0,1264928,14833 -2021-08-12,1160404.0,12824.0,1264928,14833 -2021-08-13,1160474.0,12824.0,1264928,14833 -2021-08-14,1160544.0,12824.0,1264928,14833 -2021-08-15,1160579.0,12824.0,1264928,14833 -2021-08-16,1160635.0,12831.0,1264928,14833 -2021-08-17,1160691.0,12831.0,1264928,14833 -2021-08-18,1160733.0,12831.0,1264928,14833 -2021-08-19,1160740.0,12831.0,1264928,14833 +2020-12-01,0.0,0.0,1264795,14847 +2020-12-02,0.0,0.0,1264795,14847 +2020-12-04,0.0,0.0,1264795,14847 +2020-12-07,7.0,0.0,1264795,14847 +2020-12-08,168.0,0.0,1264795,14847 +2020-12-09,539.0,0.0,1264795,14847 +2020-12-10,889.0,0.0,1264795,14847 +2020-12-11,1232.0,0.0,1264795,14847 +2020-12-12,1498.0,0.0,1264795,14847 +2020-12-13,1736.0,0.0,1264795,14847 +2020-12-14,2037.0,0.0,1264795,14847 +2020-12-15,2527.0,7.0,1264795,14847 +2020-12-16,3164.0,14.0,1264795,14847 +2020-12-17,4018.0,14.0,1264795,14847 +2020-12-18,4809.0,14.0,1264795,14847 +2020-12-19,5537.0,21.0,1264795,14847 +2020-12-20,6454.0,21.0,1264795,14847 +2020-12-21,7581.0,28.0,1264795,14847 +2020-12-22,8561.0,28.0,1264795,14847 +2020-12-23,9856.0,35.0,1264795,14847 +2020-12-24,10493.0,42.0,1264795,14847 +2020-12-25,10500.0,42.0,1264795,14847 +2020-12-26,10514.0,42.0,1264795,14847 +2020-12-27,10689.0,42.0,1264795,14847 +2020-12-28,11018.0,42.0,1264795,14847 +2020-12-29,11802.0,49.0,1264795,14847 +2020-12-30,13769.0,63.0,1264795,14847 +2020-12-31,15582.0,91.0,1264795,14847 +2021-01-01,16065.0,91.0,1264795,14847 +2021-01-02,16562.0,98.0,1264795,14847 +2021-01-03,16989.0,98.0,1264795,14847 +2021-01-04,17794.0,105.0,1264795,14847 +2021-01-05,19341.0,112.0,1264795,14847 +2021-01-06,21651.0,119.0,1264795,14847 +2021-01-07,25151.0,140.0,1264795,14847 +2021-01-08,28749.0,175.0,1264795,14847 +2021-01-09,31878.0,196.0,1264795,14847 +2021-01-10,33565.0,210.0,1264795,14847 +2021-01-11,36092.0,224.0,1264795,14847 +2021-01-12,39235.0,245.0,1264795,14847 +2021-01-13,42854.0,273.0,1264795,14847 +2021-01-14,46977.0,315.0,1264795,14847 +2021-01-15,51702.0,378.0,1264795,14847 +2021-01-16,55727.0,413.0,1264795,14847 +2021-01-17,58436.0,427.0,1264795,14847 +2021-01-18,61551.0,455.0,1264795,14847 +2021-01-19,65324.0,476.0,1264795,14847 +2021-01-20,69440.0,504.0,1264795,14847 +2021-01-21,73703.0,560.0,1264795,14847 +2021-01-22,78883.0,623.0,1264795,14847 +2021-01-23,83090.0,665.0,1264795,14847 +2021-01-24,85771.0,686.0,1264795,14847 +2021-01-25,88494.0,721.0,1264795,14847 +2021-01-26,91777.0,756.0,1264795,14847 +2021-01-27,94948.0,784.0,1264795,14847 +2021-01-28,98308.0,819.0,1264795,14847 +2021-01-29,102368.0,854.0,1264795,14847 +2021-01-30,105595.0,882.0,1264795,14847 +2021-01-31,108010.0,896.0,1264795,14847 +2021-02-01,110292.0,910.0,1264795,14847 +2021-02-02,113022.0,938.0,1264795,14847 +2021-02-03,116158.0,980.0,1264795,14847 +2021-02-04,119721.0,1022.0,1264795,14847 +2021-02-05,123291.0,1071.0,1264795,14847 +2021-02-06,126868.0,1106.0,1264795,14847 +2021-02-07,129045.0,1120.0,1264795,14847 +2021-02-08,131040.0,1148.0,1264795,14847 +2021-02-09,134085.0,1211.0,1264795,14847 +2021-02-10,139041.0,1281.0,1264795,14847 +2021-02-11,146545.0,1386.0,1264795,14847 +2021-02-12,157185.0,1561.0,1264795,14847 +2021-02-13,169253.0,1757.0,1264795,14847 +2021-02-14,174748.0,1834.0,1264795,14847 +2021-02-15,180670.0,1904.0,1264795,14847 +2021-02-16,199444.0,2240.0,1264795,14847 +2021-02-17,231119.0,2842.0,1264795,14847 +2021-02-18,259336.0,3465.0,1264795,14847 +2021-02-19,281232.0,3878.0,1264795,14847 +2021-02-20,303779.0,4270.0,1264795,14847 +2021-02-21,311682.0,4389.0,1264795,14847 +2021-02-22,320495.0,4543.0,1264795,14847 +2021-02-23,341915.0,4984.0,1264795,14847 +2021-02-24,375977.0,5516.0,1264795,14847 +2021-02-25,415464.0,6160.0,1264795,14847 +2021-02-26,460299.0,6804.0,1264795,14847 +2021-02-27,495950.0,7273.0,1264795,14847 +2021-02-28,516509.0,7434.0,1264795,14847 +2021-03-01,537054.0,7574.0,1264795,14847 +2021-03-02,562730.0,7756.0,1264795,14847 +2021-03-03,596218.0,8015.0,1264795,14847 +2021-03-04,642775.0,8414.0,1264795,14847 +2021-03-05,688618.0,8841.0,1264795,14847 +2021-03-06,736631.0,9233.0,1264795,14847 +2021-03-07,759521.0,9373.0,1264795,14847 +2021-03-08,787339.0,9555.0,1264795,14847 +2021-03-09,812077.0,9744.0,1264795,14847 +2021-03-10,837032.0,9919.0,1264795,14847 +2021-03-11,861175.0,10073.0,1264795,14847 +2021-03-12,893536.0,10311.0,1264795,14847 +2021-03-13,934759.0,10584.0,1264795,14847 +2021-03-14,956137.0,10703.0,1264795,14847 +2021-03-15,979447.0,10864.0,1264795,14847 +2021-03-16,999369.0,11025.0,1264795,14847 +2021-03-17,1015973.0,11130.0,1264795,14847 +2021-03-18,1032850.0,11277.0,1264795,14847 +2021-03-19,1050896.0,11410.0,1264795,14847 +2021-03-20,1070643.0,11550.0,1264795,14847 +2021-03-21,1078826.0,11599.0,1264795,14847 +2021-03-22,1085805.0,11655.0,1264795,14847 +2021-03-23,1091804.0,11718.0,1264795,14847 +2021-03-24,1097915.0,11795.0,1264795,14847 +2021-03-25,1103543.0,11851.0,1264795,14847 +2021-03-26,1109465.0,11935.0,1264795,14847 +2021-03-27,1116437.0,12019.0,1264795,14847 +2021-03-28,1119734.0,12054.0,1264795,14847 +2021-03-29,1122674.0,12103.0,1264795,14847 +2021-03-30,1125334.0,12131.0,1264795,14847 +2021-03-31,1127693.0,12166.0,1264795,14847 +2021-04-01,1129163.0,12187.0,1264795,14847 +2021-04-02,1130045.0,12201.0,1264795,14847 +2021-04-03,1131088.0,12215.0,1264795,14847 +2021-04-04,1131557.0,12222.0,1264795,14847 +2021-04-05,1131823.0,12222.0,1264795,14847 +2021-04-06,1132390.0,12236.0,1264795,14847 +2021-04-07,1133286.0,12250.0,1264795,14847 +2021-04-08,1134231.0,12264.0,1264795,14847 +2021-04-09,1135260.0,12278.0,1264795,14847 +2021-04-10,1136079.0,12292.0,1264795,14847 +2021-04-11,1136443.0,12299.0,1264795,14847 +2021-04-12,1136779.0,12306.0,1264795,14847 +2021-04-13,1137164.0,12320.0,1264795,14847 +2021-04-14,1137514.0,12334.0,1264795,14847 +2021-04-15,1137885.0,12334.0,1264795,14847 +2021-04-16,1138263.0,12348.0,1264795,14847 +2021-04-17,1138676.0,12355.0,1264795,14847 +2021-04-18,1138851.0,12355.0,1264795,14847 +2021-04-19,1139082.0,12362.0,1264795,14847 +2021-04-20,1139320.0,12369.0,1264795,14847 +2021-04-21,1139607.0,12376.0,1264795,14847 +2021-04-22,1139894.0,12376.0,1264795,14847 +2021-04-23,1140209.0,12383.0,1264795,14847 +2021-04-24,1140545.0,12390.0,1264795,14847 +2021-04-25,1140748.0,12390.0,1264795,14847 +2021-04-26,1140944.0,12397.0,1264795,14847 +2021-04-27,1141189.0,12404.0,1264795,14847 +2021-04-28,1141434.0,12411.0,1264795,14847 +2021-04-29,1141728.0,12425.0,1264795,14847 +2021-04-30,1141994.0,12425.0,1264795,14847 +2021-05-01,1142218.0,12432.0,1264795,14847 +2021-05-02,1142337.0,12432.0,1264795,14847 +2021-05-03,1142414.0,12432.0,1264795,14847 +2021-05-04,1142575.0,12432.0,1264795,14847 +2021-05-05,1142806.0,12439.0,1264795,14847 +2021-05-06,1143121.0,12446.0,1264795,14847 +2021-05-07,1143415.0,12453.0,1264795,14847 +2021-05-08,1143723.0,12453.0,1264795,14847 +2021-05-09,1143863.0,12453.0,1264795,14847 +2021-05-10,1144045.0,12453.0,1264795,14847 +2021-05-11,1144304.0,12467.0,1264795,14847 +2021-05-12,1144689.0,12474.0,1264795,14847 +2021-05-13,1145123.0,12481.0,1264795,14847 +2021-05-14,1145550.0,12488.0,1264795,14847 +2021-05-15,1145984.0,12495.0,1264795,14847 +2021-05-16,1146208.0,12495.0,1264795,14847 +2021-05-17,1146474.0,12502.0,1264795,14847 +2021-05-18,1146789.0,12509.0,1264795,14847 +2021-05-19,1147237.0,12516.0,1264795,14847 +2021-05-20,1147720.0,12530.0,1264795,14847 +2021-05-21,1148168.0,12537.0,1264795,14847 +2021-05-22,1148609.0,12544.0,1264795,14847 +2021-05-23,1148826.0,12544.0,1264795,14847 +2021-05-24,1149099.0,12544.0,1264795,14847 +2021-05-25,1149414.0,12551.0,1264795,14847 +2021-05-26,1149771.0,12558.0,1264795,14847 +2021-05-27,1150135.0,12565.0,1264795,14847 +2021-05-28,1150485.0,12572.0,1264795,14847 +2021-05-29,1150807.0,12572.0,1264795,14847 +2021-05-30,1151003.0,12579.0,1264795,14847 +2021-05-31,1151136.0,12579.0,1264795,14847 +2021-06-01,1151318.0,12579.0,1264795,14847 +2021-06-02,1151514.0,12579.0,1264795,14847 +2021-06-03,1151780.0,12586.0,1264795,14847 +2021-06-04,1152004.0,12586.0,1264795,14847 +2021-06-05,1152263.0,12593.0,1264795,14847 +2021-06-06,1152403.0,12593.0,1264795,14847 +2021-06-07,1152543.0,12600.0,1264795,14847 +2021-06-08,1152697.0,12600.0,1264795,14847 +2021-06-09,1152921.0,12607.0,1264795,14847 +2021-06-10,1153124.0,12614.0,1264795,14847 +2021-06-11,1153285.0,12621.0,1264795,14847 +2021-06-12,1153516.0,12628.0,1264795,14847 +2021-06-13,1153635.0,12628.0,1264795,14847 +2021-06-14,1153740.0,12628.0,1264795,14847 +2021-06-15,1153887.0,12635.0,1264795,14847 +2021-06-16,1154069.0,12635.0,1264795,14847 +2021-06-17,1154237.0,12649.0,1264795,14847 +2021-06-18,1154405.0,12656.0,1264795,14847 +2021-06-19,1154643.0,12663.0,1264795,14847 +2021-06-20,1154734.0,12663.0,1264795,14847 +2021-06-21,1154832.0,12663.0,1264795,14847 +2021-06-22,1154951.0,12663.0,1264795,14847 +2021-06-23,1155098.0,12670.0,1264795,14847 +2021-06-24,1155252.0,12677.0,1264795,14847 +2021-06-25,1155399.0,12684.0,1264795,14847 +2021-06-26,1155672.0,12691.0,1264795,14847 +2021-06-27,1155798.0,12691.0,1264795,14847 +2021-06-28,1155896.0,12691.0,1264795,14847 +2021-06-29,1156015.0,12698.0,1264795,14847 +2021-06-30,1156169.0,12705.0,1264795,14847 +2021-07-01,1156309.0,12712.0,1264795,14847 +2021-07-02,1156428.0,12712.0,1264795,14847 +2021-07-03,1156568.0,12719.0,1264795,14847 +2021-07-04,1156652.0,12719.0,1264795,14847 +2021-07-05,1156729.0,12726.0,1264795,14847 +2021-07-06,1156841.0,12733.0,1264795,14847 +2021-07-07,1156995.0,12740.0,1264795,14847 +2021-07-08,1157121.0,12740.0,1264795,14847 +2021-07-09,1157247.0,12747.0,1264795,14847 +2021-07-10,1157394.0,12747.0,1264795,14847 +2021-07-11,1157478.0,12747.0,1264795,14847 +2021-07-12,1157541.0,12747.0,1264795,14847 +2021-07-13,1157625.0,12747.0,1264795,14847 +2021-07-14,1157744.0,12754.0,1264795,14847 +2021-07-15,1157870.0,12761.0,1264795,14847 +2021-07-16,1158003.0,12768.0,1264795,14847 +2021-07-17,1158164.0,12775.0,1264795,14847 +2021-07-18,1158227.0,12775.0,1264795,14847 +2021-07-19,1158283.0,12775.0,1264795,14847 +2021-07-20,1158367.0,12775.0,1264795,14847 +2021-07-21,1158472.0,12782.0,1264795,14847 +2021-07-22,1158584.0,12782.0,1264795,14847 +2021-07-23,1158682.0,12782.0,1264795,14847 +2021-07-24,1158787.0,12789.0,1264795,14847 +2021-07-25,1158843.0,12789.0,1264795,14847 +2021-07-26,1158899.0,12789.0,1264795,14847 +2021-07-27,1158962.0,12789.0,1264795,14847 +2021-07-28,1159032.0,12796.0,1264795,14847 +2021-07-29,1159116.0,12803.0,1264795,14847 +2021-07-30,1159193.0,12803.0,1264795,14847 +2021-07-31,1159270.0,12803.0,1264795,14847 +2021-08-01,1159312.0,12803.0,1264795,14847 +2021-08-02,1159368.0,12810.0,1264795,14847 +2021-08-03,1159417.0,12810.0,1264795,14847 +2021-08-04,1159501.0,12817.0,1264795,14847 +2021-08-05,1159585.0,12817.0,1264795,14847 +2021-08-06,1159669.0,12824.0,1264795,14847 +2021-08-07,1159767.0,12824.0,1264795,14847 +2021-08-08,1159802.0,12824.0,1264795,14847 +2021-08-09,1159851.0,12824.0,1264795,14847 +2021-08-10,1159928.0,12831.0,1264795,14847 +2021-08-11,1160005.0,12831.0,1264795,14847 +2021-08-12,1160110.0,12831.0,1264795,14847 +2021-08-13,1160180.0,12831.0,1264795,14847 +2021-08-14,1160257.0,12831.0,1264795,14847 +2021-08-15,1160292.0,12838.0,1264795,14847 +2021-08-16,1160348.0,12838.0,1264795,14847 +2021-08-17,1160404.0,12838.0,1264795,14847 +2021-08-18,1160453.0,12845.0,1264795,14847 +2021-08-19,1160523.0,12845.0,1264795,14847 +2021-08-20,1160579.0,12845.0,1264795,14847 +2021-08-21,1160663.0,12845.0,1264795,14847 +2021-08-22,1160698.0,12845.0,1264795,14847 +2021-08-23,1160740.0,12845.0,1264795,14847 +2021-08-24,1160796.0,12845.0,1264795,14847 +2021-08-25,1160859.0,12852.0,1264795,14847 +2021-08-26,1160922.0,12852.0,1264795,14847 +2021-08-27,1160971.0,12859.0,1264795,14847 +2021-08-28,1161013.0,12859.0,1264795,14847 +2021-08-29,1161034.0,12859.0,1264795,14847 +2021-08-30,1161062.0,12859.0,1264795,14847 +2021-08-31,1161118.0,12859.0,1264795,14847 +2021-09-01,1161153.0,12866.0,1264795,14847 diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 65-69 population by LD_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 65-69 population by LD_tpp.csv index 8f89789..3c283bd 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 65-69 population by LD_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 65-69 population by LD_tpp.csv @@ -1,258 +1,272 @@ covid_vacc_date,no,yes,no_total,yes_total -2020-12-02,0.0,0.0,1070517,2506 -2020-12-04,0.0,0.0,1070517,2506 -2020-12-08,63.0,0.0,1070517,2506 -2020-12-09,182.0,0.0,1070517,2506 -2020-12-10,294.0,0.0,1070517,2506 -2020-12-11,420.0,0.0,1070517,2506 -2020-12-12,518.0,0.0,1070517,2506 -2020-12-13,602.0,0.0,1070517,2506 -2020-12-14,714.0,0.0,1070517,2506 -2020-12-15,931.0,0.0,1070517,2506 -2020-12-16,1162.0,0.0,1070517,2506 -2020-12-17,1463.0,0.0,1070517,2506 -2020-12-18,1792.0,0.0,1070517,2506 -2020-12-19,2100.0,0.0,1070517,2506 -2020-12-20,2450.0,0.0,1070517,2506 -2020-12-21,2863.0,0.0,1070517,2506 -2020-12-22,3269.0,0.0,1070517,2506 -2020-12-23,3773.0,0.0,1070517,2506 -2020-12-24,4018.0,0.0,1070517,2506 -2020-12-25,4025.0,0.0,1070517,2506 -2020-12-26,4032.0,0.0,1070517,2506 -2020-12-27,4095.0,0.0,1070517,2506 -2020-12-28,4207.0,0.0,1070517,2506 -2020-12-29,4536.0,0.0,1070517,2506 -2020-12-30,5341.0,0.0,1070517,2506 -2020-12-31,6153.0,0.0,1070517,2506 -2021-01-01,6342.0,0.0,1070517,2506 -2021-01-02,6524.0,0.0,1070517,2506 -2021-01-03,6657.0,0.0,1070517,2506 -2021-01-04,6944.0,0.0,1070517,2506 -2021-01-05,7476.0,0.0,1070517,2506 -2021-01-06,8316.0,0.0,1070517,2506 -2021-01-07,9709.0,0.0,1070517,2506 -2021-01-08,11284.0,7.0,1070517,2506 -2021-01-09,12733.0,7.0,1070517,2506 -2021-01-10,13440.0,7.0,1070517,2506 -2021-01-11,14308.0,14.0,1070517,2506 -2021-01-12,15533.0,14.0,1070517,2506 -2021-01-13,17094.0,21.0,1070517,2506 -2021-01-14,18949.0,35.0,1070517,2506 -2021-01-15,21098.0,42.0,1070517,2506 -2021-01-16,22939.0,42.0,1070517,2506 -2021-01-17,24108.0,42.0,1070517,2506 -2021-01-18,25382.0,49.0,1070517,2506 -2021-01-19,27216.0,56.0,1070517,2506 -2021-01-20,29470.0,63.0,1070517,2506 -2021-01-21,32137.0,84.0,1070517,2506 -2021-01-22,35938.0,98.0,1070517,2506 -2021-01-23,39186.0,105.0,1070517,2506 -2021-01-24,41097.0,105.0,1070517,2506 -2021-01-25,42945.0,112.0,1070517,2506 -2021-01-26,45227.0,133.0,1070517,2506 -2021-01-27,47943.0,140.0,1070517,2506 -2021-01-28,51660.0,147.0,1070517,2506 -2021-01-29,56196.0,168.0,1070517,2506 -2021-01-30,59857.0,182.0,1070517,2506 -2021-01-31,63651.0,189.0,1070517,2506 -2021-02-01,69510.0,196.0,1070517,2506 -2021-02-02,75775.0,217.0,1070517,2506 -2021-02-03,83930.0,245.0,1070517,2506 -2021-02-04,94192.0,273.0,1070517,2506 -2021-02-05,105574.0,301.0,1070517,2506 -2021-02-06,121835.0,322.0,1070517,2506 -2021-02-07,131138.0,343.0,1070517,2506 -2021-02-08,142856.0,371.0,1070517,2506 -2021-02-09,170135.0,406.0,1070517,2506 -2021-02-10,214613.0,476.0,1070517,2506 -2021-02-11,278439.0,567.0,1070517,2506 -2021-02-12,351764.0,700.0,1070517,2506 -2021-02-13,437080.0,847.0,1070517,2506 -2021-02-14,474131.0,889.0,1070517,2506 -2021-02-15,514640.0,938.0,1070517,2506 -2021-02-16,568337.0,1015.0,1070517,2506 -2021-02-17,627739.0,1099.0,1070517,2506 -2021-02-18,674037.0,1190.0,1070517,2506 -2021-02-19,709933.0,1267.0,1070517,2506 -2021-02-20,740992.0,1323.0,1070517,2506 -2021-02-21,752906.0,1337.0,1070517,2506 -2021-02-22,769517.0,1358.0,1070517,2506 -2021-02-23,788480.0,1400.0,1070517,2506 -2021-02-24,813680.0,1470.0,1070517,2506 -2021-02-25,837137.0,1540.0,1070517,2506 -2021-02-26,860132.0,1624.0,1070517,2506 -2021-02-27,876036.0,1673.0,1070517,2506 -2021-02-28,884429.0,1687.0,1070517,2506 -2021-03-01,889672.0,1701.0,1070517,2506 -2021-03-02,895237.0,1729.0,1070517,2506 -2021-03-03,901761.0,1764.0,1070517,2506 -2021-03-04,911064.0,1813.0,1070517,2506 -2021-03-05,920647.0,1869.0,1070517,2506 -2021-03-06,929348.0,1904.0,1070517,2506 -2021-03-07,931413.0,1918.0,1070517,2506 -2021-03-08,934766.0,1932.0,1070517,2506 -2021-03-09,937888.0,1960.0,1070517,2506 -2021-03-10,940828.0,1981.0,1070517,2506 -2021-03-11,943572.0,1995.0,1070517,2506 -2021-03-12,947814.0,2037.0,1070517,2506 -2021-03-13,953197.0,2058.0,1070517,2506 -2021-03-14,955969.0,2072.0,1070517,2506 -2021-03-15,959455.0,2093.0,1070517,2506 -2021-03-16,962395.0,2107.0,1070517,2506 -2021-03-17,964740.0,2121.0,1070517,2506 -2021-03-18,967316.0,2142.0,1070517,2506 -2021-03-19,969577.0,2163.0,1070517,2506 -2021-03-20,972587.0,2177.0,1070517,2506 -2021-03-21,973476.0,2177.0,1070517,2506 -2021-03-22,974554.0,2184.0,1070517,2506 -2021-03-23,975674.0,2191.0,1070517,2506 -2021-03-24,976843.0,2205.0,1070517,2506 -2021-03-25,978026.0,2212.0,1070517,2506 -2021-03-26,979188.0,2219.0,1070517,2506 -2021-03-27,980651.0,2226.0,1070517,2506 -2021-03-28,981323.0,2226.0,1070517,2506 -2021-03-29,982037.0,2233.0,1070517,2506 -2021-03-30,982835.0,2233.0,1070517,2506 -2021-03-31,983633.0,2247.0,1070517,2506 -2021-04-01,984158.0,2247.0,1070517,2506 -2021-04-02,984396.0,2254.0,1070517,2506 -2021-04-03,984648.0,2254.0,1070517,2506 -2021-04-04,984760.0,2254.0,1070517,2506 -2021-04-05,984837.0,2254.0,1070517,2506 -2021-04-06,985075.0,2254.0,1070517,2506 -2021-04-07,985397.0,2261.0,1070517,2506 -2021-04-08,985740.0,2261.0,1070517,2506 -2021-04-09,986132.0,2261.0,1070517,2506 -2021-04-10,986517.0,2261.0,1070517,2506 -2021-04-11,986657.0,2261.0,1070517,2506 -2021-04-12,986846.0,2261.0,1070517,2506 -2021-04-13,987056.0,2268.0,1070517,2506 -2021-04-14,987273.0,2268.0,1070517,2506 -2021-04-15,987497.0,2275.0,1070517,2506 -2021-04-16,987728.0,2275.0,1070517,2506 -2021-04-17,987959.0,2275.0,1070517,2506 -2021-04-18,988064.0,2275.0,1070517,2506 -2021-04-19,988183.0,2275.0,1070517,2506 -2021-04-20,988358.0,2282.0,1070517,2506 -2021-04-21,988540.0,2282.0,1070517,2506 -2021-04-22,988715.0,2282.0,1070517,2506 -2021-04-23,988946.0,2282.0,1070517,2506 -2021-04-24,989170.0,2289.0,1070517,2506 -2021-04-25,989282.0,2289.0,1070517,2506 -2021-04-26,989422.0,2289.0,1070517,2506 -2021-04-27,989590.0,2289.0,1070517,2506 -2021-04-28,989828.0,2289.0,1070517,2506 -2021-04-29,990094.0,2289.0,1070517,2506 -2021-04-30,990318.0,2289.0,1070517,2506 -2021-05-01,990521.0,2296.0,1070517,2506 -2021-05-02,990626.0,2296.0,1070517,2506 -2021-05-03,990703.0,2296.0,1070517,2506 -2021-05-04,990843.0,2296.0,1070517,2506 -2021-05-05,991060.0,2296.0,1070517,2506 -2021-05-06,991361.0,2296.0,1070517,2506 -2021-05-07,991599.0,2296.0,1070517,2506 -2021-05-08,991816.0,2296.0,1070517,2506 -2021-05-09,991928.0,2296.0,1070517,2506 -2021-05-10,992089.0,2296.0,1070517,2506 -2021-05-11,992292.0,2296.0,1070517,2506 -2021-05-12,992537.0,2303.0,1070517,2506 -2021-05-13,992775.0,2303.0,1070517,2506 -2021-05-14,993006.0,2303.0,1070517,2506 -2021-05-15,993230.0,2303.0,1070517,2506 -2021-05-16,993335.0,2303.0,1070517,2506 -2021-05-17,993447.0,2303.0,1070517,2506 -2021-05-18,993636.0,2303.0,1070517,2506 -2021-05-19,993888.0,2303.0,1070517,2506 -2021-05-20,994112.0,2303.0,1070517,2506 -2021-05-21,994273.0,2303.0,1070517,2506 -2021-05-22,994462.0,2303.0,1070517,2506 -2021-05-23,994546.0,2303.0,1070517,2506 -2021-05-24,994651.0,2303.0,1070517,2506 -2021-05-25,994812.0,2303.0,1070517,2506 -2021-05-26,994987.0,2303.0,1070517,2506 -2021-05-27,995176.0,2303.0,1070517,2506 -2021-05-28,995351.0,2310.0,1070517,2506 -2021-05-29,995491.0,2310.0,1070517,2506 -2021-05-30,995568.0,2310.0,1070517,2506 -2021-05-31,995624.0,2310.0,1070517,2506 -2021-06-01,995701.0,2310.0,1070517,2506 -2021-06-02,995806.0,2310.0,1070517,2506 -2021-06-03,995925.0,2310.0,1070517,2506 -2021-06-04,996044.0,2310.0,1070517,2506 -2021-06-05,996177.0,2310.0,1070517,2506 -2021-06-06,996240.0,2310.0,1070517,2506 -2021-06-07,996317.0,2310.0,1070517,2506 -2021-06-08,996415.0,2310.0,1070517,2506 -2021-06-09,996527.0,2310.0,1070517,2506 -2021-06-10,996639.0,2310.0,1070517,2506 -2021-06-11,996765.0,2310.0,1070517,2506 -2021-06-12,996856.0,2310.0,1070517,2506 -2021-06-13,996905.0,2310.0,1070517,2506 -2021-06-14,996968.0,2317.0,1070517,2506 -2021-06-15,997052.0,2317.0,1070517,2506 -2021-06-16,997136.0,2317.0,1070517,2506 -2021-06-17,997241.0,2317.0,1070517,2506 -2021-06-18,997325.0,2317.0,1070517,2506 -2021-06-19,997430.0,2317.0,1070517,2506 -2021-06-20,997465.0,2317.0,1070517,2506 -2021-06-21,997514.0,2317.0,1070517,2506 -2021-06-22,997591.0,2317.0,1070517,2506 -2021-06-23,997668.0,2317.0,1070517,2506 -2021-06-24,997766.0,2317.0,1070517,2506 -2021-06-25,997857.0,2317.0,1070517,2506 -2021-06-26,997997.0,2317.0,1070517,2506 -2021-06-27,998081.0,2317.0,1070517,2506 -2021-06-28,998123.0,2317.0,1070517,2506 -2021-06-29,998193.0,2317.0,1070517,2506 -2021-06-30,998263.0,2317.0,1070517,2506 -2021-07-01,998354.0,2317.0,1070517,2506 -2021-07-02,998445.0,2317.0,1070517,2506 -2021-07-03,998529.0,2317.0,1070517,2506 -2021-07-04,998564.0,2317.0,1070517,2506 -2021-07-05,998606.0,2317.0,1070517,2506 -2021-07-06,998662.0,2317.0,1070517,2506 -2021-07-07,998704.0,2317.0,1070517,2506 -2021-07-08,998795.0,2317.0,1070517,2506 -2021-07-09,998865.0,2317.0,1070517,2506 -2021-07-10,998949.0,2317.0,1070517,2506 -2021-07-11,998998.0,2324.0,1070517,2506 -2021-07-12,999033.0,2324.0,1070517,2506 -2021-07-13,999082.0,2324.0,1070517,2506 -2021-07-14,999145.0,2324.0,1070517,2506 -2021-07-15,999229.0,2324.0,1070517,2506 -2021-07-16,999306.0,2324.0,1070517,2506 -2021-07-17,999383.0,2324.0,1070517,2506 -2021-07-18,999425.0,2324.0,1070517,2506 -2021-07-19,999460.0,2324.0,1070517,2506 -2021-07-20,999516.0,2324.0,1070517,2506 -2021-07-21,999565.0,2324.0,1070517,2506 -2021-07-22,999621.0,2324.0,1070517,2506 -2021-07-23,999663.0,2324.0,1070517,2506 -2021-07-24,999726.0,2324.0,1070517,2506 -2021-07-25,999747.0,2324.0,1070517,2506 -2021-07-26,999782.0,2324.0,1070517,2506 -2021-07-27,999824.0,2324.0,1070517,2506 -2021-07-28,999866.0,2324.0,1070517,2506 -2021-07-29,999915.0,2324.0,1070517,2506 -2021-07-30,999964.0,2324.0,1070517,2506 -2021-07-31,1000020.0,2324.0,1070517,2506 -2021-08-01,1000027.0,2324.0,1070517,2506 -2021-08-02,1000062.0,2324.0,1070517,2506 -2021-08-03,1000104.0,2324.0,1070517,2506 -2021-08-04,1000146.0,2324.0,1070517,2506 -2021-08-05,1000188.0,2324.0,1070517,2506 -2021-08-06,1000237.0,2324.0,1070517,2506 -2021-08-07,1000279.0,2324.0,1070517,2506 -2021-08-08,1000307.0,2324.0,1070517,2506 -2021-08-09,1000321.0,2324.0,1070517,2506 -2021-08-10,1000356.0,2324.0,1070517,2506 -2021-08-11,1000391.0,2324.0,1070517,2506 -2021-08-12,1000447.0,2324.0,1070517,2506 -2021-08-13,1000489.0,2324.0,1070517,2506 -2021-08-14,1000524.0,2324.0,1070517,2506 -2021-08-15,1000538.0,2324.0,1070517,2506 -2021-08-16,1000573.0,2324.0,1070517,2506 -2021-08-17,1000594.0,2324.0,1070517,2506 -2021-08-18,1000636.0,2324.0,1070517,2506 -2021-08-19,1000636.0,2324.0,1070517,2506 +2020-12-02,0.0,0.0,1070265,2499 +2020-12-03,0.0,0.0,1070265,2499 +2020-12-04,7.0,0.0,1070265,2499 +2020-12-08,63.0,0.0,1070265,2499 +2020-12-09,182.0,0.0,1070265,2499 +2020-12-10,294.0,0.0,1070265,2499 +2020-12-11,427.0,0.0,1070265,2499 +2020-12-12,525.0,0.0,1070265,2499 +2020-12-13,602.0,0.0,1070265,2499 +2020-12-14,721.0,0.0,1070265,2499 +2020-12-15,931.0,0.0,1070265,2499 +2020-12-16,1162.0,0.0,1070265,2499 +2020-12-17,1463.0,0.0,1070265,2499 +2020-12-18,1792.0,0.0,1070265,2499 +2020-12-19,2107.0,0.0,1070265,2499 +2020-12-20,2450.0,0.0,1070265,2499 +2020-12-21,2870.0,0.0,1070265,2499 +2020-12-22,3269.0,0.0,1070265,2499 +2020-12-23,3780.0,0.0,1070265,2499 +2020-12-24,4025.0,0.0,1070265,2499 +2020-12-25,4025.0,0.0,1070265,2499 +2020-12-26,4032.0,0.0,1070265,2499 +2020-12-27,4102.0,0.0,1070265,2499 +2020-12-28,4207.0,0.0,1070265,2499 +2020-12-29,4543.0,0.0,1070265,2499 +2020-12-30,5348.0,0.0,1070265,2499 +2020-12-31,6160.0,0.0,1070265,2499 +2021-01-01,6349.0,0.0,1070265,2499 +2021-01-02,6524.0,0.0,1070265,2499 +2021-01-03,6664.0,0.0,1070265,2499 +2021-01-04,6944.0,0.0,1070265,2499 +2021-01-05,7483.0,0.0,1070265,2499 +2021-01-06,8323.0,0.0,1070265,2499 +2021-01-07,9709.0,0.0,1070265,2499 +2021-01-08,11284.0,7.0,1070265,2499 +2021-01-09,12733.0,7.0,1070265,2499 +2021-01-10,13447.0,7.0,1070265,2499 +2021-01-11,14308.0,14.0,1070265,2499 +2021-01-12,15540.0,14.0,1070265,2499 +2021-01-13,17094.0,21.0,1070265,2499 +2021-01-14,18949.0,35.0,1070265,2499 +2021-01-15,21098.0,42.0,1070265,2499 +2021-01-16,22946.0,42.0,1070265,2499 +2021-01-17,24108.0,42.0,1070265,2499 +2021-01-18,25382.0,49.0,1070265,2499 +2021-01-19,27216.0,56.0,1070265,2499 +2021-01-20,29470.0,63.0,1070265,2499 +2021-01-21,32144.0,84.0,1070265,2499 +2021-01-22,35945.0,98.0,1070265,2499 +2021-01-23,39186.0,105.0,1070265,2499 +2021-01-24,41090.0,105.0,1070265,2499 +2021-01-25,42945.0,112.0,1070265,2499 +2021-01-26,45220.0,126.0,1070265,2499 +2021-01-27,47929.0,140.0,1070265,2499 +2021-01-28,51653.0,147.0,1070265,2499 +2021-01-29,56182.0,168.0,1070265,2499 +2021-01-30,59836.0,182.0,1070265,2499 +2021-01-31,63637.0,189.0,1070265,2499 +2021-02-01,69489.0,196.0,1070265,2499 +2021-02-02,75761.0,217.0,1070265,2499 +2021-02-03,83902.0,238.0,1070265,2499 +2021-02-04,94150.0,266.0,1070265,2499 +2021-02-05,105525.0,301.0,1070265,2499 +2021-02-06,121779.0,315.0,1070265,2499 +2021-02-07,131187.0,343.0,1070265,2499 +2021-02-08,142891.0,371.0,1070265,2499 +2021-02-09,170149.0,406.0,1070265,2499 +2021-02-10,214599.0,469.0,1070265,2499 +2021-02-11,278460.0,567.0,1070265,2499 +2021-02-12,351750.0,700.0,1070265,2499 +2021-02-13,436996.0,847.0,1070265,2499 +2021-02-14,474012.0,889.0,1070265,2499 +2021-02-15,514493.0,938.0,1070265,2499 +2021-02-16,568155.0,1008.0,1070265,2499 +2021-02-17,627501.0,1099.0,1070265,2499 +2021-02-18,673771.0,1190.0,1070265,2499 +2021-02-19,709646.0,1260.0,1070265,2499 +2021-02-20,740677.0,1323.0,1070265,2499 +2021-02-21,752591.0,1337.0,1070265,2499 +2021-02-22,769188.0,1358.0,1070265,2499 +2021-02-23,788137.0,1393.0,1070265,2499 +2021-02-24,813323.0,1463.0,1070265,2499 +2021-02-25,836766.0,1540.0,1070265,2499 +2021-02-26,859747.0,1617.0,1070265,2499 +2021-02-27,875644.0,1673.0,1070265,2499 +2021-02-28,884030.0,1680.0,1070265,2499 +2021-03-01,889273.0,1694.0,1070265,2499 +2021-03-02,894845.0,1722.0,1070265,2499 +2021-03-03,901355.0,1757.0,1070265,2499 +2021-03-04,910651.0,1813.0,1070265,2499 +2021-03-05,920227.0,1869.0,1070265,2499 +2021-03-06,928928.0,1897.0,1070265,2499 +2021-03-07,930986.0,1911.0,1070265,2499 +2021-03-08,934332.0,1925.0,1070265,2499 +2021-03-09,937461.0,1953.0,1070265,2499 +2021-03-10,940394.0,1974.0,1070265,2499 +2021-03-11,943131.0,1988.0,1070265,2499 +2021-03-12,947380.0,2030.0,1070265,2499 +2021-03-13,952763.0,2051.0,1070265,2499 +2021-03-14,955521.0,2065.0,1070265,2499 +2021-03-15,959014.0,2086.0,1070265,2499 +2021-03-16,961954.0,2100.0,1070265,2499 +2021-03-17,964313.0,2114.0,1070265,2499 +2021-03-18,966882.0,2135.0,1070265,2499 +2021-03-19,969136.0,2156.0,1070265,2499 +2021-03-20,972146.0,2170.0,1070265,2499 +2021-03-21,973035.0,2170.0,1070265,2499 +2021-03-22,974106.0,2177.0,1070265,2499 +2021-03-23,975233.0,2184.0,1070265,2499 +2021-03-24,976395.0,2198.0,1070265,2499 +2021-03-25,977585.0,2198.0,1070265,2499 +2021-03-26,978733.0,2205.0,1070265,2499 +2021-03-27,980203.0,2219.0,1070265,2499 +2021-03-28,980875.0,2219.0,1070265,2499 +2021-03-29,981589.0,2226.0,1070265,2499 +2021-03-30,982387.0,2226.0,1070265,2499 +2021-03-31,983178.0,2233.0,1070265,2499 +2021-04-01,983703.0,2240.0,1070265,2499 +2021-04-02,983948.0,2247.0,1070265,2499 +2021-04-03,984200.0,2247.0,1070265,2499 +2021-04-04,984305.0,2247.0,1070265,2499 +2021-04-05,984382.0,2247.0,1070265,2499 +2021-04-06,984620.0,2247.0,1070265,2499 +2021-04-07,984949.0,2247.0,1070265,2499 +2021-04-08,985292.0,2254.0,1070265,2499 +2021-04-09,985677.0,2254.0,1070265,2499 +2021-04-10,986062.0,2254.0,1070265,2499 +2021-04-11,986202.0,2254.0,1070265,2499 +2021-04-12,986391.0,2254.0,1070265,2499 +2021-04-13,986601.0,2261.0,1070265,2499 +2021-04-14,986818.0,2261.0,1070265,2499 +2021-04-15,987042.0,2268.0,1070265,2499 +2021-04-16,987273.0,2268.0,1070265,2499 +2021-04-17,987511.0,2268.0,1070265,2499 +2021-04-18,987609.0,2268.0,1070265,2499 +2021-04-19,987735.0,2268.0,1070265,2499 +2021-04-20,987903.0,2275.0,1070265,2499 +2021-04-21,988085.0,2275.0,1070265,2499 +2021-04-22,988267.0,2275.0,1070265,2499 +2021-04-23,988498.0,2275.0,1070265,2499 +2021-04-24,988715.0,2275.0,1070265,2499 +2021-04-25,988834.0,2275.0,1070265,2499 +2021-04-26,988974.0,2275.0,1070265,2499 +2021-04-27,989142.0,2282.0,1070265,2499 +2021-04-28,989380.0,2282.0,1070265,2499 +2021-04-29,989653.0,2282.0,1070265,2499 +2021-04-30,989870.0,2282.0,1070265,2499 +2021-05-01,990073.0,2282.0,1070265,2499 +2021-05-02,990178.0,2282.0,1070265,2499 +2021-05-03,990255.0,2282.0,1070265,2499 +2021-05-04,990395.0,2282.0,1070265,2499 +2021-05-05,990612.0,2282.0,1070265,2499 +2021-05-06,990913.0,2282.0,1070265,2499 +2021-05-07,991151.0,2282.0,1070265,2499 +2021-05-08,991361.0,2289.0,1070265,2499 +2021-05-09,991473.0,2289.0,1070265,2499 +2021-05-10,991641.0,2289.0,1070265,2499 +2021-05-11,991837.0,2289.0,1070265,2499 +2021-05-12,992082.0,2289.0,1070265,2499 +2021-05-13,992320.0,2296.0,1070265,2499 +2021-05-14,992551.0,2296.0,1070265,2499 +2021-05-15,992768.0,2296.0,1070265,2499 +2021-05-16,992873.0,2296.0,1070265,2499 +2021-05-17,992992.0,2296.0,1070265,2499 +2021-05-18,993181.0,2296.0,1070265,2499 +2021-05-19,993433.0,2296.0,1070265,2499 +2021-05-20,993664.0,2296.0,1070265,2499 +2021-05-21,993825.0,2296.0,1070265,2499 +2021-05-22,994014.0,2296.0,1070265,2499 +2021-05-23,994091.0,2296.0,1070265,2499 +2021-05-24,994203.0,2296.0,1070265,2499 +2021-05-25,994357.0,2296.0,1070265,2499 +2021-05-26,994532.0,2296.0,1070265,2499 +2021-05-27,994721.0,2296.0,1070265,2499 +2021-05-28,994896.0,2296.0,1070265,2499 +2021-05-29,995036.0,2303.0,1070265,2499 +2021-05-30,995120.0,2303.0,1070265,2499 +2021-05-31,995169.0,2303.0,1070265,2499 +2021-06-01,995253.0,2303.0,1070265,2499 +2021-06-02,995358.0,2303.0,1070265,2499 +2021-06-03,995477.0,2303.0,1070265,2499 +2021-06-04,995596.0,2303.0,1070265,2499 +2021-06-05,995722.0,2303.0,1070265,2499 +2021-06-06,995792.0,2303.0,1070265,2499 +2021-06-07,995876.0,2303.0,1070265,2499 +2021-06-08,995974.0,2303.0,1070265,2499 +2021-06-09,996086.0,2303.0,1070265,2499 +2021-06-10,996198.0,2303.0,1070265,2499 +2021-06-11,996324.0,2303.0,1070265,2499 +2021-06-12,996415.0,2303.0,1070265,2499 +2021-06-13,996464.0,2303.0,1070265,2499 +2021-06-14,996527.0,2303.0,1070265,2499 +2021-06-15,996604.0,2303.0,1070265,2499 +2021-06-16,996688.0,2303.0,1070265,2499 +2021-06-17,996800.0,2303.0,1070265,2499 +2021-06-18,996877.0,2303.0,1070265,2499 +2021-06-19,996989.0,2303.0,1070265,2499 +2021-06-20,997017.0,2303.0,1070265,2499 +2021-06-21,997066.0,2303.0,1070265,2499 +2021-06-22,997143.0,2303.0,1070265,2499 +2021-06-23,997220.0,2303.0,1070265,2499 +2021-06-24,997318.0,2303.0,1070265,2499 +2021-06-25,997409.0,2310.0,1070265,2499 +2021-06-26,997549.0,2310.0,1070265,2499 +2021-06-27,997633.0,2310.0,1070265,2499 +2021-06-28,997675.0,2310.0,1070265,2499 +2021-06-29,997745.0,2310.0,1070265,2499 +2021-06-30,997815.0,2310.0,1070265,2499 +2021-07-01,997906.0,2310.0,1070265,2499 +2021-07-02,997990.0,2310.0,1070265,2499 +2021-07-03,998074.0,2310.0,1070265,2499 +2021-07-04,998109.0,2310.0,1070265,2499 +2021-07-05,998158.0,2310.0,1070265,2499 +2021-07-06,998214.0,2310.0,1070265,2499 +2021-07-07,998263.0,2310.0,1070265,2499 +2021-07-08,998347.0,2310.0,1070265,2499 +2021-07-09,998424.0,2310.0,1070265,2499 +2021-07-10,998508.0,2310.0,1070265,2499 +2021-07-11,998550.0,2310.0,1070265,2499 +2021-07-12,998585.0,2310.0,1070265,2499 +2021-07-13,998641.0,2310.0,1070265,2499 +2021-07-14,998704.0,2310.0,1070265,2499 +2021-07-15,998788.0,2310.0,1070265,2499 +2021-07-16,998865.0,2310.0,1070265,2499 +2021-07-17,998935.0,2310.0,1070265,2499 +2021-07-18,998984.0,2310.0,1070265,2499 +2021-07-19,999019.0,2310.0,1070265,2499 +2021-07-20,999075.0,2310.0,1070265,2499 +2021-07-21,999124.0,2310.0,1070265,2499 +2021-07-22,999173.0,2310.0,1070265,2499 +2021-07-23,999222.0,2310.0,1070265,2499 +2021-07-24,999285.0,2310.0,1070265,2499 +2021-07-25,999306.0,2310.0,1070265,2499 +2021-07-26,999334.0,2310.0,1070265,2499 +2021-07-27,999383.0,2310.0,1070265,2499 +2021-07-28,999425.0,2310.0,1070265,2499 +2021-07-29,999474.0,2310.0,1070265,2499 +2021-07-30,999523.0,2317.0,1070265,2499 +2021-07-31,999579.0,2317.0,1070265,2499 +2021-08-01,999586.0,2317.0,1070265,2499 +2021-08-02,999628.0,2317.0,1070265,2499 +2021-08-03,999670.0,2317.0,1070265,2499 +2021-08-04,999705.0,2317.0,1070265,2499 +2021-08-05,999754.0,2317.0,1070265,2499 +2021-08-06,999796.0,2317.0,1070265,2499 +2021-08-07,999845.0,2317.0,1070265,2499 +2021-08-08,999873.0,2317.0,1070265,2499 +2021-08-09,999887.0,2317.0,1070265,2499 +2021-08-10,999922.0,2317.0,1070265,2499 +2021-08-11,999957.0,2317.0,1070265,2499 +2021-08-12,1000006.0,2317.0,1070265,2499 +2021-08-13,1000055.0,2317.0,1070265,2499 +2021-08-14,1000090.0,2317.0,1070265,2499 +2021-08-15,1000104.0,2317.0,1070265,2499 +2021-08-16,1000139.0,2317.0,1070265,2499 +2021-08-17,1000160.0,2317.0,1070265,2499 +2021-08-18,1000202.0,2317.0,1070265,2499 +2021-08-19,1000244.0,2317.0,1070265,2499 +2021-08-20,1000286.0,2317.0,1070265,2499 +2021-08-21,1000328.0,2317.0,1070265,2499 +2021-08-22,1000342.0,2317.0,1070265,2499 +2021-08-23,1000370.0,2317.0,1070265,2499 +2021-08-24,1000405.0,2317.0,1070265,2499 +2021-08-25,1000433.0,2317.0,1070265,2499 +2021-08-26,1000475.0,2324.0,1070265,2499 +2021-08-27,1000510.0,2324.0,1070265,2499 +2021-08-28,1000538.0,2324.0,1070265,2499 +2021-08-29,1000545.0,2324.0,1070265,2499 +2021-08-30,1000559.0,2324.0,1070265,2499 +2021-08-31,1000580.0,2324.0,1070265,2499 +2021-09-01,1000608.0,2324.0,1070265,2499 diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 65-69 population by ethnicity 6 groups_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 65-69 population by ethnicity 6 groups_tpp.csv index 9bc4df9..77c49f1 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 65-69 population by ethnicity 6 groups_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 65-69 population by ethnicity 6 groups_tpp.csv @@ -1,258 +1,272 @@ covid_vacc_date,Black,Mixed,Other,South Asian,Unknown,White,Black_total,Mixed_total,Other_total,South Asian_total,Unknown_total,White_total -2020-12-02,0.0,0.0,0.0,0.0,0.0,0.0,10899,4984,12061,43750,93709,907627 -2020-12-04,0.0,0.0,0.0,0.0,0.0,0.0,10899,4984,12061,43750,93709,907627 -2020-12-08,0.0,0.0,0.0,0.0,7.0,56.0,10899,4984,12061,43750,93709,907627 -2020-12-09,0.0,0.0,0.0,7.0,14.0,154.0,10899,4984,12061,43750,93709,907627 -2020-12-10,0.0,0.0,0.0,14.0,21.0,252.0,10899,4984,12061,43750,93709,907627 -2020-12-11,0.0,0.0,0.0,21.0,28.0,357.0,10899,4984,12061,43750,93709,907627 -2020-12-12,7.0,0.0,0.0,28.0,35.0,441.0,10899,4984,12061,43750,93709,907627 -2020-12-13,7.0,0.0,0.0,35.0,42.0,504.0,10899,4984,12061,43750,93709,907627 -2020-12-14,14.0,7.0,0.0,42.0,56.0,588.0,10899,4984,12061,43750,93709,907627 -2020-12-15,14.0,14.0,14.0,49.0,77.0,763.0,10899,4984,12061,43750,93709,907627 -2020-12-16,21.0,14.0,14.0,70.0,98.0,952.0,10899,4984,12061,43750,93709,907627 -2020-12-17,28.0,14.0,21.0,91.0,119.0,1190.0,10899,4984,12061,43750,93709,907627 -2020-12-18,35.0,21.0,21.0,119.0,147.0,1449.0,10899,4984,12061,43750,93709,907627 -2020-12-19,35.0,21.0,28.0,140.0,168.0,1701.0,10899,4984,12061,43750,93709,907627 -2020-12-20,42.0,28.0,28.0,175.0,189.0,1981.0,10899,4984,12061,43750,93709,907627 -2020-12-21,49.0,28.0,35.0,210.0,231.0,2317.0,10899,4984,12061,43750,93709,907627 -2020-12-22,49.0,35.0,42.0,252.0,252.0,2639.0,10899,4984,12061,43750,93709,907627 -2020-12-23,56.0,35.0,49.0,322.0,280.0,3031.0,10899,4984,12061,43750,93709,907627 -2020-12-24,63.0,42.0,49.0,357.0,301.0,3213.0,10899,4984,12061,43750,93709,907627 -2020-12-25,63.0,42.0,49.0,357.0,301.0,3213.0,10899,4984,12061,43750,93709,907627 -2020-12-26,63.0,42.0,49.0,357.0,301.0,3220.0,10899,4984,12061,43750,93709,907627 -2020-12-27,63.0,42.0,49.0,364.0,308.0,3269.0,10899,4984,12061,43750,93709,907627 -2020-12-28,63.0,42.0,56.0,371.0,315.0,3360.0,10899,4984,12061,43750,93709,907627 -2020-12-29,70.0,49.0,63.0,399.0,343.0,3619.0,10899,4984,12061,43750,93709,907627 -2020-12-30,77.0,49.0,70.0,476.0,392.0,4277.0,10899,4984,12061,43750,93709,907627 -2020-12-31,84.0,56.0,84.0,553.0,476.0,4907.0,10899,4984,12061,43750,93709,907627 -2021-01-01,91.0,56.0,84.0,560.0,490.0,5054.0,10899,4984,12061,43750,93709,907627 -2021-01-02,98.0,56.0,91.0,574.0,511.0,5194.0,10899,4984,12061,43750,93709,907627 -2021-01-03,98.0,63.0,98.0,588.0,518.0,5299.0,10899,4984,12061,43750,93709,907627 -2021-01-04,105.0,63.0,98.0,595.0,539.0,5544.0,10899,4984,12061,43750,93709,907627 -2021-01-05,105.0,70.0,105.0,630.0,581.0,5985.0,10899,4984,12061,43750,93709,907627 -2021-01-06,119.0,77.0,119.0,679.0,658.0,6678.0,10899,4984,12061,43750,93709,907627 -2021-01-07,133.0,84.0,133.0,833.0,763.0,7763.0,10899,4984,12061,43750,93709,907627 -2021-01-08,154.0,91.0,168.0,987.0,903.0,8995.0,10899,4984,12061,43750,93709,907627 -2021-01-09,182.0,98.0,189.0,1092.0,1001.0,10185.0,10899,4984,12061,43750,93709,907627 -2021-01-10,182.0,98.0,196.0,1148.0,1050.0,10766.0,10899,4984,12061,43750,93709,907627 -2021-01-11,196.0,105.0,210.0,1197.0,1113.0,11501.0,10899,4984,12061,43750,93709,907627 -2021-01-12,217.0,119.0,224.0,1253.0,1197.0,12544.0,10899,4984,12061,43750,93709,907627 -2021-01-13,252.0,126.0,245.0,1337.0,1323.0,13832.0,10899,4984,12061,43750,93709,907627 -2021-01-14,287.0,140.0,273.0,1435.0,1470.0,15379.0,10899,4984,12061,43750,93709,907627 -2021-01-15,308.0,154.0,294.0,1561.0,1617.0,17213.0,10899,4984,12061,43750,93709,907627 -2021-01-16,322.0,161.0,308.0,1701.0,1750.0,18746.0,10899,4984,12061,43750,93709,907627 -2021-01-17,343.0,161.0,322.0,1750.0,1820.0,19754.0,10899,4984,12061,43750,93709,907627 -2021-01-18,371.0,168.0,336.0,1813.0,1925.0,20818.0,10899,4984,12061,43750,93709,907627 -2021-01-19,399.0,182.0,364.0,1939.0,2058.0,22323.0,10899,4984,12061,43750,93709,907627 -2021-01-20,441.0,210.0,399.0,2149.0,2212.0,24129.0,10899,4984,12061,43750,93709,907627 -2021-01-21,469.0,224.0,427.0,2436.0,2373.0,26299.0,10899,4984,12061,43750,93709,907627 -2021-01-22,539.0,245.0,476.0,2765.0,2576.0,29442.0,10899,4984,12061,43750,93709,907627 -2021-01-23,588.0,273.0,511.0,2975.0,2779.0,32172.0,10899,4984,12061,43750,93709,907627 -2021-01-24,609.0,280.0,532.0,3080.0,2891.0,33810.0,10899,4984,12061,43750,93709,907627 -2021-01-25,630.0,287.0,553.0,3213.0,3024.0,35350.0,10899,4984,12061,43750,93709,907627 -2021-01-26,665.0,301.0,567.0,3360.0,3206.0,37261.0,10899,4984,12061,43750,93709,907627 -2021-01-27,707.0,308.0,630.0,3577.0,3388.0,39473.0,10899,4984,12061,43750,93709,907627 -2021-01-28,756.0,329.0,665.0,3822.0,3570.0,42665.0,10899,4984,12061,43750,93709,907627 -2021-01-29,826.0,350.0,714.0,4102.0,3808.0,46557.0,10899,4984,12061,43750,93709,907627 -2021-01-30,875.0,378.0,812.0,4389.0,3997.0,49581.0,10899,4984,12061,43750,93709,907627 -2021-01-31,910.0,406.0,854.0,4697.0,4298.0,52675.0,10899,4984,12061,43750,93709,907627 -2021-02-01,952.0,427.0,910.0,5061.0,4655.0,57701.0,10899,4984,12061,43750,93709,907627 -2021-02-02,1008.0,469.0,1001.0,5635.0,4963.0,62923.0,10899,4984,12061,43750,93709,907627 -2021-02-03,1099.0,504.0,1092.0,6314.0,5390.0,69769.0,10899,4984,12061,43750,93709,907627 -2021-02-04,1260.0,574.0,1260.0,7175.0,5915.0,78274.0,10899,4984,12061,43750,93709,907627 -2021-02-05,1393.0,658.0,1484.0,8162.0,6510.0,87661.0,10899,4984,12061,43750,93709,907627 -2021-02-06,1554.0,749.0,1673.0,9184.0,7546.0,101444.0,10899,4984,12061,43750,93709,907627 -2021-02-07,1631.0,791.0,1813.0,9786.0,8190.0,109270.0,10899,4984,12061,43750,93709,907627 -2021-02-08,1736.0,854.0,1981.0,10647.0,8883.0,119133.0,10899,4984,12061,43750,93709,907627 -2021-02-09,1932.0,952.0,2282.0,12068.0,10626.0,142674.0,10899,4984,12061,43750,93709,907627 -2021-02-10,2191.0,1127.0,2660.0,13783.0,13748.0,181573.0,10899,4984,12061,43750,93709,907627 -2021-02-11,2611.0,1344.0,3206.0,16247.0,18032.0,237559.0,10899,4984,12061,43750,93709,907627 -2021-02-12,3038.0,1582.0,3724.0,18466.0,23268.0,302386.0,10899,4984,12061,43750,93709,907627 -2021-02-13,3437.0,1820.0,4284.0,20713.0,29400.0,378273.0,10899,4984,12061,43750,93709,907627 -2021-02-14,3647.0,1946.0,4578.0,21896.0,32417.0,410536.0,10899,4984,12061,43750,93709,907627 -2021-02-15,3843.0,2072.0,4872.0,22876.0,35595.0,446327.0,10899,4984,12061,43750,93709,907627 -2021-02-16,4137.0,2226.0,5257.0,24374.0,39907.0,493444.0,10899,4984,12061,43750,93709,907627 -2021-02-17,4445.0,2401.0,5677.0,25893.0,44835.0,545587.0,10899,4984,12061,43750,93709,907627 -2021-02-18,4704.0,2541.0,5999.0,27048.0,48797.0,586138.0,10899,4984,12061,43750,93709,907627 -2021-02-19,4893.0,2667.0,6237.0,27944.0,51989.0,617470.0,10899,4984,12061,43750,93709,907627 -2021-02-20,5040.0,2765.0,6475.0,28812.0,54537.0,644693.0,10899,4984,12061,43750,93709,907627 -2021-02-21,5110.0,2800.0,6559.0,29183.0,55510.0,655088.0,10899,4984,12061,43750,93709,907627 -2021-02-22,5208.0,2863.0,6692.0,29624.0,57127.0,669368.0,10899,4984,12061,43750,93709,907627 -2021-02-23,5348.0,2933.0,6853.0,30177.0,58954.0,685608.0,10899,4984,12061,43750,93709,907627 -2021-02-24,5495.0,3017.0,7056.0,30786.0,61138.0,707651.0,10899,4984,12061,43750,93709,907627 -2021-02-25,5656.0,3108.0,7238.0,31367.0,63427.0,727888.0,10899,4984,12061,43750,93709,907627 -2021-02-26,5817.0,3192.0,7434.0,31934.0,65548.0,747831.0,10899,4984,12061,43750,93709,907627 -2021-02-27,5957.0,3262.0,7567.0,32403.0,66990.0,761537.0,10899,4984,12061,43750,93709,907627 -2021-02-28,6013.0,3290.0,7630.0,32592.0,67795.0,768789.0,10899,4984,12061,43750,93709,907627 -2021-03-01,6048.0,3311.0,7665.0,32697.0,68320.0,773332.0,10899,4984,12061,43750,93709,907627 -2021-03-02,6097.0,3325.0,7735.0,32823.0,68852.0,778134.0,10899,4984,12061,43750,93709,907627 -2021-03-03,6160.0,3353.0,7798.0,33047.0,69524.0,783636.0,10899,4984,12061,43750,93709,907627 -2021-03-04,6244.0,3395.0,7875.0,33355.0,70406.0,791595.0,10899,4984,12061,43750,93709,907627 -2021-03-05,6321.0,3430.0,7980.0,33614.0,71386.0,799778.0,10899,4984,12061,43750,93709,907627 -2021-03-06,6412.0,3472.0,8071.0,33887.0,72275.0,807135.0,10899,4984,12061,43750,93709,907627 -2021-03-07,6433.0,3479.0,8092.0,33978.0,72436.0,808906.0,10899,4984,12061,43750,93709,907627 -2021-03-08,6468.0,3507.0,8127.0,34069.0,72758.0,811769.0,10899,4984,12061,43750,93709,907627 -2021-03-09,6510.0,3521.0,8162.0,34209.0,73094.0,814366.0,10899,4984,12061,43750,93709,907627 -2021-03-10,6552.0,3535.0,8197.0,34335.0,73374.0,816816.0,10899,4984,12061,43750,93709,907627 -2021-03-11,6594.0,3549.0,8232.0,34468.0,73661.0,819056.0,10899,4984,12061,43750,93709,907627 -2021-03-12,6664.0,3570.0,8281.0,34601.0,74095.0,822633.0,10899,4984,12061,43750,93709,907627 -2021-03-13,6734.0,3605.0,8358.0,34804.0,74599.0,827162.0,10899,4984,12061,43750,93709,907627 -2021-03-14,6762.0,3612.0,8386.0,34916.0,74879.0,829472.0,10899,4984,12061,43750,93709,907627 -2021-03-15,6804.0,3633.0,8428.0,35063.0,75278.0,832342.0,10899,4984,12061,43750,93709,907627 -2021-03-16,6846.0,3647.0,8463.0,35168.0,75586.0,834785.0,10899,4984,12061,43750,93709,907627 -2021-03-17,6895.0,3661.0,8498.0,35301.0,75873.0,836633.0,10899,4984,12061,43750,93709,907627 -2021-03-18,6944.0,3689.0,8540.0,35413.0,76160.0,838705.0,10899,4984,12061,43750,93709,907627 -2021-03-19,6979.0,3710.0,8568.0,35539.0,76398.0,840539.0,10899,4984,12061,43750,93709,907627 -2021-03-20,7021.0,3724.0,8596.0,35637.0,76706.0,843087.0,10899,4984,12061,43750,93709,907627 -2021-03-21,7028.0,3731.0,8624.0,35686.0,76818.0,843773.0,10899,4984,12061,43750,93709,907627 -2021-03-22,7049.0,3731.0,8638.0,35742.0,76944.0,844634.0,10899,4984,12061,43750,93709,907627 -2021-03-23,7091.0,3738.0,8666.0,35805.0,77070.0,845502.0,10899,4984,12061,43750,93709,907627 -2021-03-24,7119.0,3752.0,8694.0,35896.0,77196.0,846391.0,10899,4984,12061,43750,93709,907627 -2021-03-25,7161.0,3759.0,8715.0,36001.0,77322.0,847280.0,10899,4984,12061,43750,93709,907627 -2021-03-26,7189.0,3766.0,8743.0,36092.0,77476.0,848134.0,10899,4984,12061,43750,93709,907627 -2021-03-27,7231.0,3780.0,8778.0,36176.0,77658.0,849254.0,10899,4984,12061,43750,93709,907627 -2021-03-28,7245.0,3787.0,8799.0,36232.0,77742.0,849744.0,10899,4984,12061,43750,93709,907627 -2021-03-29,7280.0,3787.0,8806.0,36288.0,77826.0,850283.0,10899,4984,12061,43750,93709,907627 -2021-03-30,7301.0,3794.0,8820.0,36344.0,77938.0,850871.0,10899,4984,12061,43750,93709,907627 -2021-03-31,7322.0,3801.0,8841.0,36414.0,78015.0,851480.0,10899,4984,12061,43750,93709,907627 -2021-04-01,7336.0,3815.0,8848.0,36463.0,78071.0,851879.0,10899,4984,12061,43750,93709,907627 -2021-04-02,7343.0,3815.0,8848.0,36477.0,78113.0,852047.0,10899,4984,12061,43750,93709,907627 -2021-04-03,7357.0,3822.0,8855.0,36491.0,78155.0,852229.0,10899,4984,12061,43750,93709,907627 -2021-04-04,7357.0,3822.0,8862.0,36512.0,78162.0,852306.0,10899,4984,12061,43750,93709,907627 -2021-04-05,7357.0,3822.0,8862.0,36519.0,78169.0,852355.0,10899,4984,12061,43750,93709,907627 -2021-04-06,7364.0,3822.0,8869.0,36547.0,78190.0,852523.0,10899,4984,12061,43750,93709,907627 -2021-04-07,7378.0,3829.0,8883.0,36589.0,78225.0,852754.0,10899,4984,12061,43750,93709,907627 -2021-04-08,7392.0,3836.0,8890.0,36624.0,78260.0,853006.0,10899,4984,12061,43750,93709,907627 -2021-04-09,7399.0,3843.0,8897.0,36680.0,78295.0,853279.0,10899,4984,12061,43750,93709,907627 -2021-04-10,7413.0,3850.0,8904.0,36722.0,78323.0,853566.0,10899,4984,12061,43750,93709,907627 -2021-04-11,7413.0,3850.0,8911.0,36743.0,78330.0,853678.0,10899,4984,12061,43750,93709,907627 -2021-04-12,7413.0,3857.0,8911.0,36757.0,78351.0,853825.0,10899,4984,12061,43750,93709,907627 -2021-04-13,7420.0,3857.0,8918.0,36778.0,78379.0,853972.0,10899,4984,12061,43750,93709,907627 -2021-04-14,7434.0,3864.0,8925.0,36792.0,78393.0,854133.0,10899,4984,12061,43750,93709,907627 -2021-04-15,7441.0,3864.0,8932.0,36820.0,78421.0,854294.0,10899,4984,12061,43750,93709,907627 -2021-04-16,7448.0,3864.0,8939.0,36827.0,78435.0,854476.0,10899,4984,12061,43750,93709,907627 -2021-04-17,7462.0,3871.0,8946.0,36855.0,78463.0,854651.0,10899,4984,12061,43750,93709,907627 -2021-04-18,7462.0,3871.0,8946.0,36869.0,78470.0,854721.0,10899,4984,12061,43750,93709,907627 -2021-04-19,7469.0,3871.0,8953.0,36876.0,78484.0,854805.0,10899,4984,12061,43750,93709,907627 -2021-04-20,7476.0,3878.0,8953.0,36897.0,78498.0,854938.0,10899,4984,12061,43750,93709,907627 -2021-04-21,7476.0,3878.0,8960.0,36918.0,78519.0,855064.0,10899,4984,12061,43750,93709,907627 -2021-04-22,7483.0,3878.0,8967.0,36932.0,78540.0,855204.0,10899,4984,12061,43750,93709,907627 -2021-04-23,7490.0,3885.0,8974.0,36946.0,78554.0,855379.0,10899,4984,12061,43750,93709,907627 -2021-04-24,7497.0,3885.0,8981.0,36981.0,78582.0,855533.0,10899,4984,12061,43750,93709,907627 -2021-04-25,7497.0,3892.0,8981.0,36995.0,78589.0,855617.0,10899,4984,12061,43750,93709,907627 -2021-04-26,7504.0,3892.0,8988.0,37002.0,78603.0,855715.0,10899,4984,12061,43750,93709,907627 -2021-04-27,7504.0,3892.0,8988.0,37023.0,78624.0,855848.0,10899,4984,12061,43750,93709,907627 -2021-04-28,7511.0,3899.0,8995.0,37044.0,78638.0,856030.0,10899,4984,12061,43750,93709,907627 -2021-04-29,7518.0,3899.0,9002.0,37065.0,78659.0,856247.0,10899,4984,12061,43750,93709,907627 -2021-04-30,7518.0,3899.0,9009.0,37086.0,78680.0,856422.0,10899,4984,12061,43750,93709,907627 -2021-05-01,7525.0,3899.0,9009.0,37100.0,78694.0,856583.0,10899,4984,12061,43750,93709,907627 -2021-05-02,7525.0,3899.0,9009.0,37114.0,78701.0,856667.0,10899,4984,12061,43750,93709,907627 -2021-05-03,7532.0,3906.0,9016.0,37121.0,78701.0,856723.0,10899,4984,12061,43750,93709,907627 -2021-05-04,7532.0,3906.0,9016.0,37135.0,78708.0,856842.0,10899,4984,12061,43750,93709,907627 -2021-05-05,7539.0,3906.0,9016.0,37149.0,78729.0,857010.0,10899,4984,12061,43750,93709,907627 -2021-05-06,7546.0,3913.0,9030.0,37177.0,78764.0,857234.0,10899,4984,12061,43750,93709,907627 -2021-05-07,7553.0,3913.0,9037.0,37191.0,78785.0,857423.0,10899,4984,12061,43750,93709,907627 -2021-05-08,7560.0,3913.0,9044.0,37205.0,78813.0,857577.0,10899,4984,12061,43750,93709,907627 -2021-05-09,7560.0,3913.0,9044.0,37219.0,78827.0,857661.0,10899,4984,12061,43750,93709,907627 -2021-05-10,7567.0,3920.0,9044.0,37233.0,78841.0,857780.0,10899,4984,12061,43750,93709,907627 -2021-05-11,7574.0,3920.0,9051.0,37254.0,78862.0,857927.0,10899,4984,12061,43750,93709,907627 -2021-05-12,7574.0,3920.0,9058.0,37282.0,78890.0,858109.0,10899,4984,12061,43750,93709,907627 -2021-05-13,7588.0,3920.0,9065.0,37303.0,78918.0,858277.0,10899,4984,12061,43750,93709,907627 -2021-05-14,7595.0,3927.0,9072.0,37338.0,78946.0,858431.0,10899,4984,12061,43750,93709,907627 -2021-05-15,7602.0,3927.0,9079.0,37373.0,78974.0,858571.0,10899,4984,12061,43750,93709,907627 -2021-05-16,7602.0,3934.0,9086.0,37387.0,78988.0,858641.0,10899,4984,12061,43750,93709,907627 -2021-05-17,7609.0,3934.0,9086.0,37408.0,79002.0,858718.0,10899,4984,12061,43750,93709,907627 -2021-05-18,7616.0,3934.0,9093.0,37436.0,79030.0,858830.0,10899,4984,12061,43750,93709,907627 -2021-05-19,7623.0,3934.0,9100.0,37492.0,79051.0,858991.0,10899,4984,12061,43750,93709,907627 -2021-05-20,7637.0,3941.0,9114.0,37541.0,79072.0,859117.0,10899,4984,12061,43750,93709,907627 -2021-05-21,7644.0,3941.0,9121.0,37562.0,79093.0,859222.0,10899,4984,12061,43750,93709,907627 -2021-05-22,7644.0,3948.0,9128.0,37590.0,79121.0,859341.0,10899,4984,12061,43750,93709,907627 -2021-05-23,7651.0,3948.0,9128.0,37604.0,79128.0,859397.0,10899,4984,12061,43750,93709,907627 -2021-05-24,7658.0,3948.0,9135.0,37618.0,79142.0,859453.0,10899,4984,12061,43750,93709,907627 -2021-05-25,7658.0,3948.0,9142.0,37646.0,79156.0,859558.0,10899,4984,12061,43750,93709,907627 -2021-05-26,7672.0,3948.0,9149.0,37667.0,79184.0,859670.0,10899,4984,12061,43750,93709,907627 -2021-05-27,7679.0,3955.0,9156.0,37695.0,79205.0,859789.0,10899,4984,12061,43750,93709,907627 -2021-05-28,7693.0,3955.0,9170.0,37723.0,79226.0,859901.0,10899,4984,12061,43750,93709,907627 -2021-05-29,7700.0,3962.0,9177.0,37744.0,79247.0,859971.0,10899,4984,12061,43750,93709,907627 -2021-05-30,7700.0,3962.0,9177.0,37765.0,79254.0,860020.0,10899,4984,12061,43750,93709,907627 -2021-05-31,7707.0,3962.0,9184.0,37772.0,79261.0,860048.0,10899,4984,12061,43750,93709,907627 -2021-06-01,7707.0,3962.0,9184.0,37786.0,79268.0,860104.0,10899,4984,12061,43750,93709,907627 -2021-06-02,7714.0,3962.0,9191.0,37800.0,79275.0,860167.0,10899,4984,12061,43750,93709,907627 -2021-06-03,7714.0,3969.0,9198.0,37821.0,79296.0,860237.0,10899,4984,12061,43750,93709,907627 -2021-06-04,7721.0,3969.0,9205.0,37835.0,79303.0,860321.0,10899,4984,12061,43750,93709,907627 -2021-06-05,7735.0,3969.0,9205.0,37856.0,79317.0,860398.0,10899,4984,12061,43750,93709,907627 -2021-06-06,7735.0,3969.0,9212.0,37870.0,79324.0,860433.0,10899,4984,12061,43750,93709,907627 -2021-06-07,7742.0,3969.0,9219.0,37884.0,79331.0,860482.0,10899,4984,12061,43750,93709,907627 -2021-06-08,7749.0,3969.0,9226.0,37898.0,79345.0,860538.0,10899,4984,12061,43750,93709,907627 -2021-06-09,7756.0,3976.0,9233.0,37912.0,79359.0,860601.0,10899,4984,12061,43750,93709,907627 -2021-06-10,7763.0,3976.0,9233.0,37940.0,79373.0,860664.0,10899,4984,12061,43750,93709,907627 -2021-06-11,7763.0,3976.0,9240.0,37961.0,79394.0,860748.0,10899,4984,12061,43750,93709,907627 -2021-06-12,7770.0,3976.0,9240.0,37975.0,79401.0,860811.0,10899,4984,12061,43750,93709,907627 -2021-06-13,7770.0,3976.0,9240.0,37989.0,79415.0,860832.0,10899,4984,12061,43750,93709,907627 -2021-06-14,7770.0,3976.0,9247.0,37996.0,79415.0,860874.0,10899,4984,12061,43750,93709,907627 -2021-06-15,7777.0,3976.0,9247.0,38010.0,79429.0,860923.0,10899,4984,12061,43750,93709,907627 -2021-06-16,7784.0,3976.0,9254.0,38024.0,79436.0,860979.0,10899,4984,12061,43750,93709,907627 -2021-06-17,7791.0,3983.0,9254.0,38031.0,79450.0,861056.0,10899,4984,12061,43750,93709,907627 -2021-06-18,7798.0,3983.0,9261.0,38038.0,79450.0,861105.0,10899,4984,12061,43750,93709,907627 -2021-06-19,7805.0,3990.0,9268.0,38066.0,79464.0,861161.0,10899,4984,12061,43750,93709,907627 -2021-06-20,7805.0,3990.0,9268.0,38073.0,79471.0,861182.0,10899,4984,12061,43750,93709,907627 -2021-06-21,7805.0,3990.0,9268.0,38080.0,79478.0,861210.0,10899,4984,12061,43750,93709,907627 -2021-06-22,7812.0,3990.0,9268.0,38087.0,79492.0,861259.0,10899,4984,12061,43750,93709,907627 -2021-06-23,7812.0,3990.0,9275.0,38094.0,79499.0,861308.0,10899,4984,12061,43750,93709,907627 -2021-06-24,7819.0,3990.0,9282.0,38101.0,79513.0,861378.0,10899,4984,12061,43750,93709,907627 -2021-06-25,7826.0,3990.0,9282.0,38101.0,79527.0,861441.0,10899,4984,12061,43750,93709,907627 -2021-06-26,7833.0,3990.0,9289.0,38129.0,79548.0,861525.0,10899,4984,12061,43750,93709,907627 -2021-06-27,7840.0,3997.0,9296.0,38143.0,79562.0,861567.0,10899,4984,12061,43750,93709,907627 -2021-06-28,7840.0,3997.0,9296.0,38143.0,79569.0,861595.0,10899,4984,12061,43750,93709,907627 -2021-06-29,7840.0,3997.0,9303.0,38150.0,79576.0,861644.0,10899,4984,12061,43750,93709,907627 -2021-06-30,7847.0,3997.0,9310.0,38157.0,79583.0,861693.0,10899,4984,12061,43750,93709,907627 -2021-07-01,7854.0,3997.0,9310.0,38171.0,79590.0,861756.0,10899,4984,12061,43750,93709,907627 -2021-07-02,7854.0,3997.0,9310.0,38178.0,79604.0,861812.0,10899,4984,12061,43750,93709,907627 -2021-07-03,7868.0,3997.0,9317.0,38192.0,79618.0,861854.0,10899,4984,12061,43750,93709,907627 -2021-07-04,7868.0,3997.0,9324.0,38199.0,79618.0,861875.0,10899,4984,12061,43750,93709,907627 -2021-07-05,7868.0,4004.0,9324.0,38206.0,79625.0,861896.0,10899,4984,12061,43750,93709,907627 -2021-07-06,7875.0,4004.0,9331.0,38206.0,79625.0,861931.0,10899,4984,12061,43750,93709,907627 -2021-07-07,7875.0,4011.0,9331.0,38213.0,79632.0,861959.0,10899,4984,12061,43750,93709,907627 -2021-07-08,7882.0,4011.0,9338.0,38227.0,79639.0,862022.0,10899,4984,12061,43750,93709,907627 -2021-07-09,7889.0,4011.0,9338.0,38234.0,79653.0,862064.0,10899,4984,12061,43750,93709,907627 -2021-07-10,7889.0,4011.0,9345.0,38248.0,79660.0,862120.0,10899,4984,12061,43750,93709,907627 -2021-07-11,7889.0,4011.0,9352.0,38255.0,79667.0,862148.0,10899,4984,12061,43750,93709,907627 -2021-07-12,7889.0,4011.0,9352.0,38262.0,79667.0,862169.0,10899,4984,12061,43750,93709,907627 -2021-07-13,7889.0,4011.0,9359.0,38269.0,79674.0,862197.0,10899,4984,12061,43750,93709,907627 -2021-07-14,7896.0,4018.0,9359.0,38276.0,79681.0,862232.0,10899,4984,12061,43750,93709,907627 -2021-07-15,7896.0,4018.0,9366.0,38290.0,79695.0,862281.0,10899,4984,12061,43750,93709,907627 -2021-07-16,7903.0,4018.0,9366.0,38304.0,79702.0,862330.0,10899,4984,12061,43750,93709,907627 -2021-07-17,7903.0,4018.0,9373.0,38311.0,79716.0,862379.0,10899,4984,12061,43750,93709,907627 -2021-07-18,7910.0,4018.0,9373.0,38318.0,79716.0,862414.0,10899,4984,12061,43750,93709,907627 -2021-07-19,7910.0,4018.0,9380.0,38325.0,79716.0,862435.0,10899,4984,12061,43750,93709,907627 -2021-07-20,7910.0,4018.0,9380.0,38325.0,79730.0,862470.0,10899,4984,12061,43750,93709,907627 -2021-07-21,7917.0,4018.0,9380.0,38332.0,79737.0,862512.0,10899,4984,12061,43750,93709,907627 -2021-07-22,7917.0,4018.0,9387.0,38339.0,79737.0,862547.0,10899,4984,12061,43750,93709,907627 -2021-07-23,7924.0,4018.0,9387.0,38339.0,79737.0,862575.0,10899,4984,12061,43750,93709,907627 -2021-07-24,7924.0,4018.0,9387.0,38353.0,79744.0,862610.0,10899,4984,12061,43750,93709,907627 -2021-07-25,7931.0,4018.0,9387.0,38353.0,79751.0,862624.0,10899,4984,12061,43750,93709,907627 -2021-07-26,7931.0,4018.0,9394.0,38360.0,79758.0,862645.0,10899,4984,12061,43750,93709,907627 -2021-07-27,7931.0,4025.0,9394.0,38360.0,79765.0,862673.0,10899,4984,12061,43750,93709,907627 -2021-07-28,7938.0,4025.0,9394.0,38367.0,79779.0,862687.0,10899,4984,12061,43750,93709,907627 -2021-07-29,7938.0,4025.0,9394.0,38374.0,79786.0,862722.0,10899,4984,12061,43750,93709,907627 -2021-07-30,7938.0,4025.0,9401.0,38381.0,79786.0,862750.0,10899,4984,12061,43750,93709,907627 -2021-07-31,7938.0,4025.0,9401.0,38388.0,79793.0,862785.0,10899,4984,12061,43750,93709,907627 -2021-08-01,7938.0,4025.0,9401.0,38388.0,79800.0,862792.0,10899,4984,12061,43750,93709,907627 -2021-08-02,7945.0,4025.0,9408.0,38395.0,79800.0,862813.0,10899,4984,12061,43750,93709,907627 -2021-08-03,7945.0,4032.0,9408.0,38402.0,79807.0,862834.0,10899,4984,12061,43750,93709,907627 -2021-08-04,7952.0,4032.0,9408.0,38409.0,79807.0,862862.0,10899,4984,12061,43750,93709,907627 -2021-08-05,7952.0,4032.0,9415.0,38416.0,79814.0,862883.0,10899,4984,12061,43750,93709,907627 -2021-08-06,7959.0,4032.0,9415.0,38423.0,79821.0,862918.0,10899,4984,12061,43750,93709,907627 -2021-08-07,7959.0,4032.0,9422.0,38423.0,79828.0,862939.0,10899,4984,12061,43750,93709,907627 -2021-08-08,7966.0,4032.0,9422.0,38423.0,79828.0,862953.0,10899,4984,12061,43750,93709,907627 -2021-08-09,7966.0,4032.0,9429.0,38430.0,79835.0,862967.0,10899,4984,12061,43750,93709,907627 -2021-08-10,7966.0,4032.0,9429.0,38437.0,79842.0,862981.0,10899,4984,12061,43750,93709,907627 -2021-08-11,7966.0,4032.0,9429.0,38444.0,79842.0,863002.0,10899,4984,12061,43750,93709,907627 -2021-08-12,7966.0,4032.0,9429.0,38451.0,79849.0,863037.0,10899,4984,12061,43750,93709,907627 -2021-08-13,7966.0,4032.0,9429.0,38458.0,79849.0,863072.0,10899,4984,12061,43750,93709,907627 -2021-08-14,7973.0,4032.0,9436.0,38465.0,79856.0,863093.0,10899,4984,12061,43750,93709,907627 -2021-08-15,7973.0,4032.0,9436.0,38472.0,79856.0,863100.0,10899,4984,12061,43750,93709,907627 -2021-08-16,7973.0,4032.0,9436.0,38472.0,79856.0,863121.0,10899,4984,12061,43750,93709,907627 -2021-08-17,7973.0,4039.0,9443.0,38479.0,79863.0,863135.0,10899,4984,12061,43750,93709,907627 -2021-08-18,7980.0,4039.0,9443.0,38486.0,79863.0,863149.0,10899,4984,12061,43750,93709,907627 -2021-08-19,7980.0,4039.0,9443.0,38486.0,79863.0,863156.0,10899,4984,12061,43750,93709,907627 +2020-12-02,0.0,0.0,0.0,0.0,0.0,0.0,10899,4977,12082,43806,93541,907459 +2020-12-03,0.0,0.0,0.0,0.0,0.0,0.0,10899,4977,12082,43806,93541,907459 +2020-12-04,0.0,0.0,0.0,0.0,0.0,7.0,10899,4977,12082,43806,93541,907459 +2020-12-08,0.0,0.0,0.0,0.0,7.0,56.0,10899,4977,12082,43806,93541,907459 +2020-12-09,0.0,0.0,0.0,7.0,14.0,154.0,10899,4977,12082,43806,93541,907459 +2020-12-10,0.0,0.0,0.0,14.0,21.0,252.0,10899,4977,12082,43806,93541,907459 +2020-12-11,0.0,0.0,0.0,21.0,28.0,364.0,10899,4977,12082,43806,93541,907459 +2020-12-12,7.0,0.0,0.0,28.0,35.0,441.0,10899,4977,12082,43806,93541,907459 +2020-12-13,7.0,0.0,0.0,35.0,42.0,504.0,10899,4977,12082,43806,93541,907459 +2020-12-14,14.0,7.0,0.0,42.0,56.0,588.0,10899,4977,12082,43806,93541,907459 +2020-12-15,14.0,7.0,14.0,56.0,77.0,770.0,10899,4977,12082,43806,93541,907459 +2020-12-16,21.0,14.0,14.0,70.0,98.0,952.0,10899,4977,12082,43806,93541,907459 +2020-12-17,28.0,14.0,21.0,91.0,119.0,1190.0,10899,4977,12082,43806,93541,907459 +2020-12-18,35.0,21.0,21.0,119.0,147.0,1449.0,10899,4977,12082,43806,93541,907459 +2020-12-19,35.0,21.0,28.0,140.0,168.0,1708.0,10899,4977,12082,43806,93541,907459 +2020-12-20,42.0,28.0,28.0,175.0,189.0,1988.0,10899,4977,12082,43806,93541,907459 +2020-12-21,49.0,28.0,35.0,210.0,224.0,2324.0,10899,4977,12082,43806,93541,907459 +2020-12-22,49.0,35.0,42.0,252.0,252.0,2646.0,10899,4977,12082,43806,93541,907459 +2020-12-23,56.0,35.0,49.0,322.0,280.0,3038.0,10899,4977,12082,43806,93541,907459 +2020-12-24,63.0,35.0,49.0,357.0,301.0,3220.0,10899,4977,12082,43806,93541,907459 +2020-12-25,63.0,35.0,49.0,357.0,301.0,3220.0,10899,4977,12082,43806,93541,907459 +2020-12-26,63.0,35.0,49.0,357.0,301.0,3227.0,10899,4977,12082,43806,93541,907459 +2020-12-27,63.0,42.0,49.0,364.0,308.0,3276.0,10899,4977,12082,43806,93541,907459 +2020-12-28,63.0,42.0,56.0,371.0,315.0,3367.0,10899,4977,12082,43806,93541,907459 +2020-12-29,70.0,42.0,56.0,406.0,343.0,3626.0,10899,4977,12082,43806,93541,907459 +2020-12-30,77.0,49.0,70.0,476.0,392.0,4284.0,10899,4977,12082,43806,93541,907459 +2020-12-31,84.0,56.0,84.0,553.0,469.0,4914.0,10899,4977,12082,43806,93541,907459 +2021-01-01,91.0,56.0,84.0,567.0,490.0,5061.0,10899,4977,12082,43806,93541,907459 +2021-01-02,98.0,56.0,91.0,581.0,504.0,5201.0,10899,4977,12082,43806,93541,907459 +2021-01-03,98.0,56.0,91.0,588.0,518.0,5306.0,10899,4977,12082,43806,93541,907459 +2021-01-04,105.0,63.0,98.0,602.0,532.0,5551.0,10899,4977,12082,43806,93541,907459 +2021-01-05,105.0,70.0,105.0,630.0,574.0,5999.0,10899,4977,12082,43806,93541,907459 +2021-01-06,119.0,77.0,119.0,679.0,651.0,6685.0,10899,4977,12082,43806,93541,907459 +2021-01-07,133.0,84.0,133.0,840.0,763.0,7763.0,10899,4977,12082,43806,93541,907459 +2021-01-08,154.0,91.0,161.0,987.0,896.0,9002.0,10899,4977,12082,43806,93541,907459 +2021-01-09,182.0,98.0,182.0,1092.0,1001.0,10192.0,10899,4977,12082,43806,93541,907459 +2021-01-10,182.0,98.0,196.0,1148.0,1043.0,10773.0,10899,4977,12082,43806,93541,907459 +2021-01-11,196.0,105.0,210.0,1197.0,1106.0,11508.0,10899,4977,12082,43806,93541,907459 +2021-01-12,217.0,119.0,224.0,1260.0,1190.0,12551.0,10899,4977,12082,43806,93541,907459 +2021-01-13,252.0,126.0,245.0,1344.0,1316.0,13839.0,10899,4977,12082,43806,93541,907459 +2021-01-14,287.0,140.0,273.0,1442.0,1463.0,15386.0,10899,4977,12082,43806,93541,907459 +2021-01-15,308.0,147.0,287.0,1561.0,1610.0,17227.0,10899,4977,12082,43806,93541,907459 +2021-01-16,322.0,161.0,308.0,1708.0,1743.0,18753.0,10899,4977,12082,43806,93541,907459 +2021-01-17,343.0,161.0,322.0,1757.0,1813.0,19761.0,10899,4977,12082,43806,93541,907459 +2021-01-18,364.0,168.0,336.0,1820.0,1918.0,20825.0,10899,4977,12082,43806,93541,907459 +2021-01-19,392.0,182.0,364.0,1946.0,2051.0,22337.0,10899,4977,12082,43806,93541,907459 +2021-01-20,434.0,203.0,392.0,2149.0,2205.0,24143.0,10899,4977,12082,43806,93541,907459 +2021-01-21,469.0,217.0,420.0,2436.0,2366.0,26313.0,10899,4977,12082,43806,93541,907459 +2021-01-22,539.0,245.0,469.0,2765.0,2569.0,29449.0,10899,4977,12082,43806,93541,907459 +2021-01-23,588.0,273.0,504.0,2982.0,2765.0,32179.0,10899,4977,12082,43806,93541,907459 +2021-01-24,609.0,280.0,532.0,3080.0,2884.0,33817.0,10899,4977,12082,43806,93541,907459 +2021-01-25,630.0,287.0,553.0,3220.0,3017.0,35350.0,10899,4977,12082,43806,93541,907459 +2021-01-26,665.0,294.0,567.0,3360.0,3199.0,37268.0,10899,4977,12082,43806,93541,907459 +2021-01-27,707.0,308.0,623.0,3577.0,3381.0,39473.0,10899,4977,12082,43806,93541,907459 +2021-01-28,756.0,329.0,665.0,3822.0,3563.0,42672.0,10899,4977,12082,43806,93541,907459 +2021-01-29,826.0,350.0,714.0,4102.0,3794.0,46564.0,10899,4977,12082,43806,93541,907459 +2021-01-30,875.0,378.0,805.0,4396.0,3983.0,49588.0,10899,4977,12082,43806,93541,907459 +2021-01-31,910.0,399.0,854.0,4704.0,4284.0,52675.0,10899,4977,12082,43806,93541,907459 +2021-02-01,952.0,427.0,903.0,5061.0,4641.0,57701.0,10899,4977,12082,43806,93541,907459 +2021-02-02,1008.0,462.0,994.0,5635.0,4949.0,62923.0,10899,4977,12082,43806,93541,907459 +2021-02-03,1099.0,504.0,1085.0,6314.0,5376.0,69762.0,10899,4977,12082,43806,93541,907459 +2021-02-04,1253.0,567.0,1253.0,7182.0,5894.0,78260.0,10899,4977,12082,43806,93541,907459 +2021-02-05,1393.0,658.0,1477.0,8162.0,6489.0,87640.0,10899,4977,12082,43806,93541,907459 +2021-02-06,1554.0,749.0,1666.0,9191.0,7525.0,101416.0,10899,4977,12082,43806,93541,907459 +2021-02-07,1631.0,791.0,1806.0,9793.0,8162.0,109340.0,10899,4977,12082,43806,93541,907459 +2021-02-08,1736.0,847.0,1974.0,10654.0,8855.0,119203.0,10899,4977,12082,43806,93541,907459 +2021-02-09,1932.0,952.0,2282.0,12075.0,10591.0,142730.0,10899,4977,12082,43806,93541,907459 +2021-02-10,2191.0,1120.0,2653.0,13790.0,13706.0,181601.0,10899,4977,12082,43806,93541,907459 +2021-02-11,2611.0,1344.0,3199.0,16261.0,17983.0,237629.0,10899,4977,12082,43806,93541,907459 +2021-02-12,3038.0,1575.0,3717.0,18480.0,23205.0,302435.0,10899,4977,12082,43806,93541,907459 +2021-02-13,3437.0,1813.0,4270.0,20727.0,29323.0,378280.0,10899,4977,12082,43806,93541,907459 +2021-02-14,3647.0,1939.0,4564.0,21910.0,32333.0,410515.0,10899,4977,12082,43806,93541,907459 +2021-02-15,3836.0,2058.0,4858.0,22890.0,35504.0,446278.0,10899,4977,12082,43806,93541,907459 +2021-02-16,4137.0,2219.0,5243.0,24388.0,39809.0,493367.0,10899,4977,12082,43806,93541,907459 +2021-02-17,4445.0,2394.0,5663.0,25907.0,44737.0,545461.0,10899,4977,12082,43806,93541,907459 +2021-02-18,4697.0,2534.0,5985.0,27062.0,48692.0,585984.0,10899,4977,12082,43806,93541,907459 +2021-02-19,4893.0,2660.0,6223.0,27958.0,51884.0,617295.0,10899,4977,12082,43806,93541,907459 +2021-02-20,5040.0,2751.0,6461.0,28819.0,54432.0,644497.0,10899,4977,12082,43806,93541,907459 +2021-02-21,5103.0,2793.0,6545.0,29190.0,55405.0,654885.0,10899,4977,12082,43806,93541,907459 +2021-02-22,5201.0,2856.0,6678.0,29631.0,57015.0,669151.0,10899,4977,12082,43806,93541,907459 +2021-02-23,5348.0,2926.0,6839.0,30184.0,58849.0,685384.0,10899,4977,12082,43806,93541,907459 +2021-02-24,5495.0,3010.0,7042.0,30800.0,61019.0,707427.0,10899,4977,12082,43806,93541,907459 +2021-02-25,5656.0,3101.0,7224.0,31374.0,63308.0,727650.0,10899,4977,12082,43806,93541,907459 +2021-02-26,5817.0,3185.0,7420.0,31941.0,65429.0,747579.0,10899,4977,12082,43806,93541,907459 +2021-02-27,5957.0,3255.0,7560.0,32403.0,66871.0,761271.0,10899,4977,12082,43806,93541,907459 +2021-02-28,6013.0,3283.0,7623.0,32599.0,67676.0,768523.0,10899,4977,12082,43806,93541,907459 +2021-03-01,6048.0,3304.0,7658.0,32697.0,68201.0,773059.0,10899,4977,12082,43806,93541,907459 +2021-03-02,6097.0,3325.0,7721.0,32830.0,68733.0,777861.0,10899,4977,12082,43806,93541,907459 +2021-03-03,6160.0,3353.0,7791.0,33054.0,69405.0,783356.0,10899,4977,12082,43806,93541,907459 +2021-03-04,6237.0,3388.0,7868.0,33362.0,70287.0,791315.0,10899,4977,12082,43806,93541,907459 +2021-03-05,6321.0,3423.0,7973.0,33621.0,71267.0,799491.0,10899,4977,12082,43806,93541,907459 +2021-03-06,6412.0,3465.0,8064.0,33894.0,72156.0,806841.0,10899,4977,12082,43806,93541,907459 +2021-03-07,6433.0,3472.0,8078.0,33985.0,72317.0,808612.0,10899,4977,12082,43806,93541,907459 +2021-03-08,6461.0,3500.0,8120.0,34076.0,72639.0,811468.0,10899,4977,12082,43806,93541,907459 +2021-03-09,6503.0,3507.0,8155.0,34216.0,72968.0,814065.0,10899,4977,12082,43806,93541,907459 +2021-03-10,6545.0,3528.0,8190.0,34342.0,73248.0,816508.0,10899,4977,12082,43806,93541,907459 +2021-03-11,6587.0,3542.0,8225.0,34475.0,73535.0,818755.0,10899,4977,12082,43806,93541,907459 +2021-03-12,6664.0,3563.0,8274.0,34608.0,73969.0,822325.0,10899,4977,12082,43806,93541,907459 +2021-03-13,6727.0,3591.0,8351.0,34818.0,74473.0,826861.0,10899,4977,12082,43806,93541,907459 +2021-03-14,6762.0,3605.0,8379.0,34923.0,74753.0,829164.0,10899,4977,12082,43806,93541,907459 +2021-03-15,6804.0,3619.0,8421.0,35070.0,75145.0,832041.0,10899,4977,12082,43806,93541,907459 +2021-03-16,6846.0,3640.0,8456.0,35175.0,75453.0,834491.0,10899,4977,12082,43806,93541,907459 +2021-03-17,6888.0,3654.0,8491.0,35308.0,75740.0,836339.0,10899,4977,12082,43806,93541,907459 +2021-03-18,6944.0,3682.0,8533.0,35420.0,76027.0,838411.0,10899,4977,12082,43806,93541,907459 +2021-03-19,6979.0,3696.0,8561.0,35546.0,76265.0,840238.0,10899,4977,12082,43806,93541,907459 +2021-03-20,7021.0,3717.0,8589.0,35644.0,76573.0,842779.0,10899,4977,12082,43806,93541,907459 +2021-03-21,7028.0,3717.0,8617.0,35693.0,76678.0,843465.0,10899,4977,12082,43806,93541,907459 +2021-03-22,7049.0,3724.0,8631.0,35749.0,76811.0,844326.0,10899,4977,12082,43806,93541,907459 +2021-03-23,7084.0,3731.0,8659.0,35812.0,76930.0,845194.0,10899,4977,12082,43806,93541,907459 +2021-03-24,7119.0,3738.0,8687.0,35910.0,77056.0,846083.0,10899,4977,12082,43806,93541,907459 +2021-03-25,7154.0,3752.0,8708.0,36015.0,77182.0,846972.0,10899,4977,12082,43806,93541,907459 +2021-03-26,7189.0,3759.0,8736.0,36099.0,77343.0,847819.0,10899,4977,12082,43806,93541,907459 +2021-03-27,7224.0,3766.0,8771.0,36190.0,77518.0,848939.0,10899,4977,12082,43806,93541,907459 +2021-03-28,7245.0,3773.0,8792.0,36246.0,77602.0,849436.0,10899,4977,12082,43806,93541,907459 +2021-03-29,7280.0,3773.0,8799.0,36302.0,77686.0,849975.0,10899,4977,12082,43806,93541,907459 +2021-03-30,7301.0,3787.0,8813.0,36358.0,77798.0,850563.0,10899,4977,12082,43806,93541,907459 +2021-03-31,7315.0,3794.0,8834.0,36421.0,77875.0,851172.0,10899,4977,12082,43806,93541,907459 +2021-04-01,7336.0,3801.0,8841.0,36477.0,77931.0,851564.0,10899,4977,12082,43806,93541,907459 +2021-04-02,7343.0,3801.0,8841.0,36484.0,77973.0,851732.0,10899,4977,12082,43806,93541,907459 +2021-04-03,7350.0,3808.0,8848.0,36505.0,78015.0,851914.0,10899,4977,12082,43806,93541,907459 +2021-04-04,7357.0,3808.0,8855.0,36526.0,78022.0,851991.0,10899,4977,12082,43806,93541,907459 +2021-04-05,7357.0,3808.0,8855.0,36526.0,78029.0,852040.0,10899,4977,12082,43806,93541,907459 +2021-04-06,7364.0,3815.0,8862.0,36554.0,78057.0,852215.0,10899,4977,12082,43806,93541,907459 +2021-04-07,7378.0,3822.0,8876.0,36596.0,78085.0,852439.0,10899,4977,12082,43806,93541,907459 +2021-04-08,7385.0,3829.0,8883.0,36631.0,78120.0,852691.0,10899,4977,12082,43806,93541,907459 +2021-04-09,7399.0,3836.0,8897.0,36687.0,78155.0,852964.0,10899,4977,12082,43806,93541,907459 +2021-04-10,7406.0,3836.0,8897.0,36736.0,78183.0,853251.0,10899,4977,12082,43806,93541,907459 +2021-04-11,7406.0,3836.0,8904.0,36750.0,78190.0,853363.0,10899,4977,12082,43806,93541,907459 +2021-04-12,7413.0,3843.0,8904.0,36764.0,78211.0,853510.0,10899,4977,12082,43806,93541,907459 +2021-04-13,7420.0,3850.0,8911.0,36785.0,78239.0,853657.0,10899,4977,12082,43806,93541,907459 +2021-04-14,7427.0,3850.0,8918.0,36806.0,78253.0,853818.0,10899,4977,12082,43806,93541,907459 +2021-04-15,7441.0,3857.0,8925.0,36827.0,78281.0,853979.0,10899,4977,12082,43806,93541,907459 +2021-04-16,7448.0,3857.0,8932.0,36841.0,78302.0,854161.0,10899,4977,12082,43806,93541,907459 +2021-04-17,7455.0,3857.0,8939.0,36862.0,78323.0,854336.0,10899,4977,12082,43806,93541,907459 +2021-04-18,7462.0,3864.0,8939.0,36876.0,78330.0,854413.0,10899,4977,12082,43806,93541,907459 +2021-04-19,7469.0,3864.0,8946.0,36890.0,78344.0,854490.0,10899,4977,12082,43806,93541,907459 +2021-04-20,7469.0,3864.0,8946.0,36904.0,78358.0,854623.0,10899,4977,12082,43806,93541,907459 +2021-04-21,7476.0,3871.0,8953.0,36925.0,78379.0,854749.0,10899,4977,12082,43806,93541,907459 +2021-04-22,7483.0,3871.0,8960.0,36939.0,78400.0,854889.0,10899,4977,12082,43806,93541,907459 +2021-04-23,7490.0,3871.0,8967.0,36960.0,78421.0,855064.0,10899,4977,12082,43806,93541,907459 +2021-04-24,7497.0,3878.0,8974.0,36988.0,78442.0,855218.0,10899,4977,12082,43806,93541,907459 +2021-04-25,7497.0,3878.0,8974.0,37002.0,78449.0,855302.0,10899,4977,12082,43806,93541,907459 +2021-04-26,7504.0,3885.0,8981.0,37016.0,78470.0,855400.0,10899,4977,12082,43806,93541,907459 +2021-04-27,7504.0,3885.0,8988.0,37030.0,78484.0,855533.0,10899,4977,12082,43806,93541,907459 +2021-04-28,7511.0,3885.0,8988.0,37051.0,78498.0,855722.0,10899,4977,12082,43806,93541,907459 +2021-04-29,7518.0,3885.0,9002.0,37079.0,78519.0,855932.0,10899,4977,12082,43806,93541,907459 +2021-04-30,7518.0,3892.0,9002.0,37100.0,78540.0,856107.0,10899,4977,12082,43806,93541,907459 +2021-05-01,7525.0,3892.0,9002.0,37114.0,78554.0,856268.0,10899,4977,12082,43806,93541,907459 +2021-05-02,7525.0,3892.0,9009.0,37121.0,78561.0,856352.0,10899,4977,12082,43806,93541,907459 +2021-05-03,7532.0,3892.0,9009.0,37128.0,78561.0,856415.0,10899,4977,12082,43806,93541,907459 +2021-05-04,7532.0,3899.0,9009.0,37142.0,78575.0,856527.0,10899,4977,12082,43806,93541,907459 +2021-05-05,7539.0,3899.0,9016.0,37163.0,78589.0,856695.0,10899,4977,12082,43806,93541,907459 +2021-05-06,7546.0,3899.0,9023.0,37191.0,78617.0,856919.0,10899,4977,12082,43806,93541,907459 +2021-05-07,7553.0,3899.0,9030.0,37198.0,78645.0,857108.0,10899,4977,12082,43806,93541,907459 +2021-05-08,7560.0,3899.0,9037.0,37212.0,78673.0,857269.0,10899,4977,12082,43806,93541,907459 +2021-05-09,7560.0,3906.0,9037.0,37226.0,78687.0,857346.0,10899,4977,12082,43806,93541,907459 +2021-05-10,7567.0,3906.0,9044.0,37247.0,78701.0,857465.0,10899,4977,12082,43806,93541,907459 +2021-05-11,7574.0,3906.0,9044.0,37268.0,78722.0,857612.0,10899,4977,12082,43806,93541,907459 +2021-05-12,7574.0,3913.0,9051.0,37289.0,78750.0,857794.0,10899,4977,12082,43806,93541,907459 +2021-05-13,7588.0,3913.0,9065.0,37317.0,78778.0,857962.0,10899,4977,12082,43806,93541,907459 +2021-05-14,7595.0,3913.0,9072.0,37345.0,78806.0,858116.0,10899,4977,12082,43806,93541,907459 +2021-05-15,7602.0,3920.0,9079.0,37380.0,78827.0,858256.0,10899,4977,12082,43806,93541,907459 +2021-05-16,7602.0,3920.0,9079.0,37401.0,78841.0,858319.0,10899,4977,12082,43806,93541,907459 +2021-05-17,7609.0,3920.0,9086.0,37422.0,78855.0,858396.0,10899,4977,12082,43806,93541,907459 +2021-05-18,7616.0,3927.0,9093.0,37450.0,78890.0,858508.0,10899,4977,12082,43806,93541,907459 +2021-05-19,7623.0,3927.0,9100.0,37499.0,78911.0,858669.0,10899,4977,12082,43806,93541,907459 +2021-05-20,7637.0,3927.0,9107.0,37548.0,78932.0,858802.0,10899,4977,12082,43806,93541,907459 +2021-05-21,7644.0,3934.0,9114.0,37569.0,78946.0,858907.0,10899,4977,12082,43806,93541,907459 +2021-05-22,7644.0,3934.0,9121.0,37604.0,78974.0,859026.0,10899,4977,12082,43806,93541,907459 +2021-05-23,7651.0,3934.0,9128.0,37611.0,78988.0,859082.0,10899,4977,12082,43806,93541,907459 +2021-05-24,7651.0,3941.0,9135.0,37632.0,79002.0,859145.0,10899,4977,12082,43806,93541,907459 +2021-05-25,7658.0,3941.0,9135.0,37660.0,79016.0,859243.0,10899,4977,12082,43806,93541,907459 +2021-05-26,7665.0,3941.0,9142.0,37681.0,79044.0,859355.0,10899,4977,12082,43806,93541,907459 +2021-05-27,7679.0,3941.0,9156.0,37709.0,79065.0,859474.0,10899,4977,12082,43806,93541,907459 +2021-05-28,7686.0,3948.0,9163.0,37730.0,79086.0,859586.0,10899,4977,12082,43806,93541,907459 +2021-05-29,7700.0,3955.0,9170.0,37758.0,79107.0,859656.0,10899,4977,12082,43806,93541,907459 +2021-05-30,7700.0,3955.0,9170.0,37772.0,79114.0,859705.0,10899,4977,12082,43806,93541,907459 +2021-05-31,7707.0,3955.0,9177.0,37786.0,79121.0,859733.0,10899,4977,12082,43806,93541,907459 +2021-06-01,7707.0,3955.0,9184.0,37793.0,79128.0,859789.0,10899,4977,12082,43806,93541,907459 +2021-06-02,7714.0,3955.0,9184.0,37814.0,79135.0,859852.0,10899,4977,12082,43806,93541,907459 +2021-06-03,7714.0,3955.0,9191.0,37835.0,79156.0,859929.0,10899,4977,12082,43806,93541,907459 +2021-06-04,7721.0,3962.0,9198.0,37849.0,79163.0,860006.0,10899,4977,12082,43806,93541,907459 +2021-06-05,7735.0,3962.0,9198.0,37870.0,79177.0,860083.0,10899,4977,12082,43806,93541,907459 +2021-06-06,7735.0,3962.0,9205.0,37884.0,79184.0,860125.0,10899,4977,12082,43806,93541,907459 +2021-06-07,7742.0,3962.0,9212.0,37891.0,79191.0,860174.0,10899,4977,12082,43806,93541,907459 +2021-06-08,7749.0,3962.0,9219.0,37912.0,79205.0,860223.0,10899,4977,12082,43806,93541,907459 +2021-06-09,7756.0,3962.0,9226.0,37926.0,79219.0,860293.0,10899,4977,12082,43806,93541,907459 +2021-06-10,7763.0,3969.0,9233.0,37947.0,79233.0,860356.0,10899,4977,12082,43806,93541,907459 +2021-06-11,7763.0,3969.0,9233.0,37968.0,79254.0,860440.0,10899,4977,12082,43806,93541,907459 +2021-06-12,7763.0,3969.0,9233.0,37989.0,79261.0,860503.0,10899,4977,12082,43806,93541,907459 +2021-06-13,7770.0,3969.0,9240.0,37996.0,79268.0,860524.0,10899,4977,12082,43806,93541,907459 +2021-06-14,7770.0,3969.0,9240.0,38010.0,79275.0,860566.0,10899,4977,12082,43806,93541,907459 +2021-06-15,7777.0,3969.0,9247.0,38017.0,79289.0,860615.0,10899,4977,12082,43806,93541,907459 +2021-06-16,7784.0,3969.0,9247.0,38038.0,79296.0,860664.0,10899,4977,12082,43806,93541,907459 +2021-06-17,7784.0,3969.0,9254.0,38045.0,79303.0,860741.0,10899,4977,12082,43806,93541,907459 +2021-06-18,7791.0,3976.0,9261.0,38052.0,79310.0,860797.0,10899,4977,12082,43806,93541,907459 +2021-06-19,7805.0,3976.0,9261.0,38073.0,79324.0,860853.0,10899,4977,12082,43806,93541,907459 +2021-06-20,7805.0,3976.0,9261.0,38080.0,79331.0,860874.0,10899,4977,12082,43806,93541,907459 +2021-06-21,7805.0,3976.0,9261.0,38087.0,79338.0,860902.0,10899,4977,12082,43806,93541,907459 +2021-06-22,7812.0,3983.0,9268.0,38094.0,79345.0,860951.0,10899,4977,12082,43806,93541,907459 +2021-06-23,7812.0,3983.0,9275.0,38101.0,79352.0,861000.0,10899,4977,12082,43806,93541,907459 +2021-06-24,7819.0,3983.0,9275.0,38108.0,79373.0,861063.0,10899,4977,12082,43806,93541,907459 +2021-06-25,7826.0,3983.0,9282.0,38115.0,79380.0,861133.0,10899,4977,12082,43806,93541,907459 +2021-06-26,7833.0,3983.0,9282.0,38136.0,79408.0,861217.0,10899,4977,12082,43806,93541,907459 +2021-06-27,7840.0,3983.0,9289.0,38150.0,79415.0,861259.0,10899,4977,12082,43806,93541,907459 +2021-06-28,7840.0,3983.0,9296.0,38150.0,79429.0,861287.0,10899,4977,12082,43806,93541,907459 +2021-06-29,7840.0,3990.0,9296.0,38164.0,79436.0,861329.0,10899,4977,12082,43806,93541,907459 +2021-06-30,7840.0,3990.0,9303.0,38164.0,79443.0,861378.0,10899,4977,12082,43806,93541,907459 +2021-07-01,7847.0,3990.0,9310.0,38178.0,79450.0,861441.0,10899,4977,12082,43806,93541,907459 +2021-07-02,7854.0,3990.0,9310.0,38192.0,79457.0,861497.0,10899,4977,12082,43806,93541,907459 +2021-07-03,7868.0,3990.0,9310.0,38199.0,79471.0,861546.0,10899,4977,12082,43806,93541,907459 +2021-07-04,7868.0,3990.0,9317.0,38206.0,79478.0,861560.0,10899,4977,12082,43806,93541,907459 +2021-07-05,7868.0,3997.0,9324.0,38213.0,79478.0,861581.0,10899,4977,12082,43806,93541,907459 +2021-07-06,7875.0,3997.0,9324.0,38220.0,79485.0,861623.0,10899,4977,12082,43806,93541,907459 +2021-07-07,7875.0,4004.0,9331.0,38227.0,79492.0,861651.0,10899,4977,12082,43806,93541,907459 +2021-07-08,7882.0,4004.0,9338.0,38234.0,79492.0,861707.0,10899,4977,12082,43806,93541,907459 +2021-07-09,7889.0,4004.0,9338.0,38248.0,79506.0,861756.0,10899,4977,12082,43806,93541,907459 +2021-07-10,7889.0,4004.0,9345.0,38262.0,79513.0,861805.0,10899,4977,12082,43806,93541,907459 +2021-07-11,7889.0,4004.0,9345.0,38262.0,79520.0,861840.0,10899,4977,12082,43806,93541,907459 +2021-07-12,7889.0,4004.0,9352.0,38269.0,79527.0,861854.0,10899,4977,12082,43806,93541,907459 +2021-07-13,7889.0,4004.0,9352.0,38276.0,79534.0,861889.0,10899,4977,12082,43806,93541,907459 +2021-07-14,7896.0,4004.0,9359.0,38290.0,79541.0,861924.0,10899,4977,12082,43806,93541,907459 +2021-07-15,7896.0,4011.0,9359.0,38304.0,79555.0,861973.0,10899,4977,12082,43806,93541,907459 +2021-07-16,7903.0,4011.0,9366.0,38318.0,79562.0,862022.0,10899,4977,12082,43806,93541,907459 +2021-07-17,7903.0,4011.0,9373.0,38325.0,79569.0,862071.0,10899,4977,12082,43806,93541,907459 +2021-07-18,7910.0,4011.0,9373.0,38332.0,79576.0,862106.0,10899,4977,12082,43806,93541,907459 +2021-07-19,7910.0,4011.0,9373.0,38332.0,79576.0,862127.0,10899,4977,12082,43806,93541,907459 +2021-07-20,7910.0,4011.0,9380.0,38339.0,79583.0,862162.0,10899,4977,12082,43806,93541,907459 +2021-07-21,7917.0,4011.0,9380.0,38339.0,79590.0,862204.0,10899,4977,12082,43806,93541,907459 +2021-07-22,7917.0,4011.0,9380.0,38346.0,79590.0,862232.0,10899,4977,12082,43806,93541,907459 +2021-07-23,7924.0,4011.0,9387.0,38353.0,79597.0,862267.0,10899,4977,12082,43806,93541,907459 +2021-07-24,7924.0,4011.0,9387.0,38360.0,79604.0,862302.0,10899,4977,12082,43806,93541,907459 +2021-07-25,7924.0,4011.0,9387.0,38367.0,79604.0,862316.0,10899,4977,12082,43806,93541,907459 +2021-07-26,7931.0,4011.0,9387.0,38367.0,79611.0,862337.0,10899,4977,12082,43806,93541,907459 +2021-07-27,7931.0,4018.0,9394.0,38374.0,79618.0,862365.0,10899,4977,12082,43806,93541,907459 +2021-07-28,7931.0,4018.0,9394.0,38381.0,79632.0,862379.0,10899,4977,12082,43806,93541,907459 +2021-07-29,7938.0,4018.0,9394.0,38388.0,79639.0,862414.0,10899,4977,12082,43806,93541,907459 +2021-07-30,7938.0,4018.0,9394.0,38395.0,79646.0,862449.0,10899,4977,12082,43806,93541,907459 +2021-07-31,7938.0,4018.0,9401.0,38402.0,79653.0,862484.0,10899,4977,12082,43806,93541,907459 +2021-08-01,7938.0,4018.0,9401.0,38402.0,79653.0,862491.0,10899,4977,12082,43806,93541,907459 +2021-08-02,7945.0,4018.0,9401.0,38409.0,79660.0,862505.0,10899,4977,12082,43806,93541,907459 +2021-08-03,7945.0,4025.0,9408.0,38416.0,79660.0,862526.0,10899,4977,12082,43806,93541,907459 +2021-08-04,7952.0,4025.0,9408.0,38416.0,79667.0,862554.0,10899,4977,12082,43806,93541,907459 +2021-08-05,7952.0,4025.0,9408.0,38430.0,79674.0,862582.0,10899,4977,12082,43806,93541,907459 +2021-08-06,7959.0,4025.0,9415.0,38430.0,79674.0,862610.0,10899,4977,12082,43806,93541,907459 +2021-08-07,7959.0,4025.0,9415.0,38437.0,79688.0,862631.0,10899,4977,12082,43806,93541,907459 +2021-08-08,7966.0,4025.0,9422.0,38437.0,79688.0,862652.0,10899,4977,12082,43806,93541,907459 +2021-08-09,7966.0,4025.0,9422.0,38444.0,79688.0,862659.0,10899,4977,12082,43806,93541,907459 +2021-08-10,7966.0,4025.0,9429.0,38451.0,79695.0,862673.0,10899,4977,12082,43806,93541,907459 +2021-08-11,7966.0,4025.0,9429.0,38458.0,79702.0,862701.0,10899,4977,12082,43806,93541,907459 +2021-08-12,7966.0,4025.0,9429.0,38465.0,79702.0,862736.0,10899,4977,12082,43806,93541,907459 +2021-08-13,7966.0,4025.0,9429.0,38472.0,79709.0,862771.0,10899,4977,12082,43806,93541,907459 +2021-08-14,7966.0,4025.0,9436.0,38479.0,79709.0,862792.0,10899,4977,12082,43806,93541,907459 +2021-08-15,7973.0,4025.0,9436.0,38486.0,79709.0,862799.0,10899,4977,12082,43806,93541,907459 +2021-08-16,7973.0,4025.0,9436.0,38486.0,79709.0,862820.0,10899,4977,12082,43806,93541,907459 +2021-08-17,7973.0,4032.0,9436.0,38493.0,79716.0,862834.0,10899,4977,12082,43806,93541,907459 +2021-08-18,7980.0,4032.0,9443.0,38500.0,79716.0,862855.0,10899,4977,12082,43806,93541,907459 +2021-08-19,7980.0,4032.0,9443.0,38507.0,79723.0,862876.0,10899,4977,12082,43806,93541,907459 +2021-08-20,7980.0,4032.0,9450.0,38521.0,79730.0,862890.0,10899,4977,12082,43806,93541,907459 +2021-08-21,7987.0,4032.0,9450.0,38528.0,79737.0,862911.0,10899,4977,12082,43806,93541,907459 +2021-08-22,7987.0,4032.0,9450.0,38528.0,79737.0,862925.0,10899,4977,12082,43806,93541,907459 +2021-08-23,7987.0,4032.0,9450.0,38542.0,79737.0,862939.0,10899,4977,12082,43806,93541,907459 +2021-08-24,7987.0,4032.0,9457.0,38542.0,79744.0,862960.0,10899,4977,12082,43806,93541,907459 +2021-08-25,7994.0,4032.0,9464.0,38549.0,79744.0,862974.0,10899,4977,12082,43806,93541,907459 +2021-08-26,7994.0,4032.0,9464.0,38556.0,79751.0,862995.0,10899,4977,12082,43806,93541,907459 +2021-08-27,7994.0,4032.0,9464.0,38563.0,79758.0,863009.0,10899,4977,12082,43806,93541,907459 +2021-08-28,8001.0,4032.0,9464.0,38570.0,79765.0,863023.0,10899,4977,12082,43806,93541,907459 +2021-08-29,8001.0,4032.0,9471.0,38577.0,79765.0,863030.0,10899,4977,12082,43806,93541,907459 +2021-08-30,8001.0,4032.0,9471.0,38577.0,79765.0,863030.0,10899,4977,12082,43806,93541,907459 +2021-08-31,8001.0,4032.0,9471.0,38577.0,79772.0,863044.0,10899,4977,12082,43806,93541,907459 +2021-09-01,8001.0,4032.0,9478.0,38591.0,79772.0,863051.0,10899,4977,12082,43806,93541,907459 diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 65-69 population by imd categories_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 65-69 population by imd categories_tpp.csv index 6603b63..a3e8233 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 65-69 population by imd categories_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 65-69 population by imd categories_tpp.csv @@ -1,258 +1,272 @@ covid_vacc_date,1 Most deprived,2,3,4,5 Least deprived,Unknown,1 Most deprived_total,2_total,3_total,4_total,5 Least deprived_total,Unknown_total -2020-12-02,0.0,0.0,0.0,0.0,0.0,0.0,151935,187859,237923,240422,232190,22694 -2020-12-04,0.0,0.0,0.0,0.0,0.0,0.0,151935,187859,237923,240422,232190,22694 -2020-12-08,0.0,14.0,14.0,14.0,21.0,0.0,151935,187859,237923,240422,232190,22694 -2020-12-09,21.0,28.0,28.0,42.0,49.0,0.0,151935,187859,237923,240422,232190,22694 -2020-12-10,35.0,56.0,56.0,70.0,77.0,0.0,151935,187859,237923,240422,232190,22694 -2020-12-11,56.0,84.0,70.0,98.0,105.0,7.0,151935,187859,237923,240422,232190,22694 -2020-12-12,70.0,105.0,91.0,119.0,119.0,14.0,151935,187859,237923,240422,232190,22694 -2020-12-13,91.0,112.0,112.0,133.0,140.0,14.0,151935,187859,237923,240422,232190,22694 -2020-12-14,98.0,133.0,140.0,154.0,168.0,21.0,151935,187859,237923,240422,232190,22694 -2020-12-15,126.0,175.0,189.0,196.0,224.0,28.0,151935,187859,237923,240422,232190,22694 -2020-12-16,154.0,224.0,245.0,245.0,266.0,28.0,151935,187859,237923,240422,232190,22694 -2020-12-17,203.0,273.0,308.0,315.0,322.0,35.0,151935,187859,237923,240422,232190,22694 -2020-12-18,245.0,308.0,399.0,399.0,399.0,42.0,151935,187859,237923,240422,232190,22694 -2020-12-19,287.0,350.0,476.0,462.0,476.0,49.0,151935,187859,237923,240422,232190,22694 -2020-12-20,336.0,399.0,546.0,532.0,574.0,56.0,151935,187859,237923,240422,232190,22694 -2020-12-21,392.0,462.0,637.0,637.0,665.0,70.0,151935,187859,237923,240422,232190,22694 -2020-12-22,448.0,525.0,728.0,735.0,756.0,77.0,151935,187859,237923,240422,232190,22694 -2020-12-23,518.0,630.0,833.0,847.0,861.0,84.0,151935,187859,237923,240422,232190,22694 -2020-12-24,546.0,672.0,882.0,917.0,917.0,84.0,151935,187859,237923,240422,232190,22694 -2020-12-25,546.0,672.0,882.0,917.0,924.0,84.0,151935,187859,237923,240422,232190,22694 -2020-12-26,546.0,679.0,882.0,917.0,924.0,84.0,151935,187859,237923,240422,232190,22694 -2020-12-27,553.0,686.0,896.0,938.0,938.0,91.0,151935,187859,237923,240422,232190,22694 -2020-12-28,567.0,700.0,924.0,966.0,959.0,91.0,151935,187859,237923,240422,232190,22694 -2020-12-29,623.0,770.0,1001.0,1029.0,1022.0,98.0,151935,187859,237923,240422,232190,22694 -2020-12-30,756.0,924.0,1162.0,1218.0,1169.0,112.0,151935,187859,237923,240422,232190,22694 -2020-12-31,875.0,1071.0,1330.0,1414.0,1344.0,126.0,151935,187859,237923,240422,232190,22694 -2021-01-01,896.0,1099.0,1372.0,1456.0,1393.0,133.0,151935,187859,237923,240422,232190,22694 -2021-01-02,931.0,1120.0,1400.0,1505.0,1435.0,133.0,151935,187859,237923,240422,232190,22694 -2021-01-03,945.0,1141.0,1428.0,1533.0,1470.0,133.0,151935,187859,237923,240422,232190,22694 -2021-01-04,987.0,1190.0,1498.0,1610.0,1519.0,147.0,151935,187859,237923,240422,232190,22694 -2021-01-05,1057.0,1281.0,1610.0,1729.0,1638.0,168.0,151935,187859,237923,240422,232190,22694 -2021-01-06,1162.0,1428.0,1799.0,1932.0,1820.0,182.0,151935,187859,237923,240422,232190,22694 -2021-01-07,1358.0,1722.0,2100.0,2226.0,2100.0,210.0,151935,187859,237923,240422,232190,22694 -2021-01-08,1617.0,2037.0,2450.0,2562.0,2387.0,238.0,151935,187859,237923,240422,232190,22694 -2021-01-09,1806.0,2296.0,2772.0,2863.0,2744.0,259.0,151935,187859,237923,240422,232190,22694 -2021-01-10,1883.0,2422.0,2933.0,3024.0,2912.0,273.0,151935,187859,237923,240422,232190,22694 -2021-01-11,2002.0,2562.0,3122.0,3234.0,3108.0,287.0,151935,187859,237923,240422,232190,22694 -2021-01-12,2170.0,2772.0,3402.0,3514.0,3374.0,322.0,151935,187859,237923,240422,232190,22694 -2021-01-13,2408.0,3024.0,3773.0,3871.0,3682.0,350.0,151935,187859,237923,240422,232190,22694 -2021-01-14,2716.0,3388.0,4151.0,4249.0,4095.0,378.0,151935,187859,237923,240422,232190,22694 -2021-01-15,3059.0,3780.0,4648.0,4669.0,4564.0,420.0,151935,187859,237923,240422,232190,22694 -2021-01-16,3339.0,4123.0,5040.0,5054.0,4963.0,462.0,151935,187859,237923,240422,232190,22694 -2021-01-17,3472.0,4326.0,5320.0,5327.0,5215.0,490.0,151935,187859,237923,240422,232190,22694 -2021-01-18,3661.0,4536.0,5614.0,5614.0,5488.0,518.0,151935,187859,237923,240422,232190,22694 -2021-01-19,3892.0,4900.0,5999.0,6020.0,5901.0,553.0,151935,187859,237923,240422,232190,22694 -2021-01-20,4284.0,5320.0,6489.0,6475.0,6377.0,588.0,151935,187859,237923,240422,232190,22694 -2021-01-21,4746.0,5789.0,7133.0,7028.0,6888.0,637.0,151935,187859,237923,240422,232190,22694 -2021-01-22,5250.0,6496.0,8050.0,7882.0,7651.0,707.0,151935,187859,237923,240422,232190,22694 -2021-01-23,5677.0,7049.0,8820.0,8652.0,8323.0,777.0,151935,187859,237923,240422,232190,22694 -2021-01-24,5957.0,7371.0,9240.0,9079.0,8743.0,819.0,151935,187859,237923,240422,232190,22694 -2021-01-25,6195.0,7735.0,9674.0,9513.0,9086.0,861.0,151935,187859,237923,240422,232190,22694 -2021-01-26,6524.0,8155.0,10234.0,10003.0,9541.0,903.0,151935,187859,237923,240422,232190,22694 -2021-01-27,6916.0,8680.0,10920.0,10605.0,10031.0,945.0,151935,187859,237923,240422,232190,22694 -2021-01-28,7420.0,9303.0,11795.0,11445.0,10822.0,1029.0,151935,187859,237923,240422,232190,22694 -2021-01-29,8022.0,9996.0,12817.0,12509.0,11851.0,1162.0,151935,187859,237923,240422,232190,22694 -2021-01-30,8568.0,10787.0,13657.0,13370.0,12425.0,1232.0,151935,187859,237923,240422,232190,22694 -2021-01-31,9086.0,11529.0,14567.0,14273.0,13069.0,1316.0,151935,187859,237923,240422,232190,22694 -2021-02-01,10024.0,12663.0,16107.0,15589.0,13874.0,1449.0,151935,187859,237923,240422,232190,22694 -2021-02-02,10787.0,13797.0,17570.0,17122.0,15134.0,1582.0,151935,187859,237923,240422,232190,22694 -2021-02-03,12152.0,15267.0,19334.0,18767.0,16947.0,1708.0,151935,187859,237923,240422,232190,22694 -2021-02-04,14021.0,17129.0,21567.0,20902.0,18935.0,1911.0,151935,187859,237923,240422,232190,22694 -2021-02-05,15603.0,19446.0,24332.0,23492.0,20825.0,2170.0,151935,187859,237923,240422,232190,22694 -2021-02-06,17815.0,22344.0,28455.0,26845.0,24087.0,2604.0,151935,187859,237923,240422,232190,22694 -2021-02-07,19215.0,24003.0,30443.0,28924.0,25963.0,2933.0,151935,187859,237923,240422,232190,22694 -2021-02-08,20566.0,26026.0,33271.0,31521.0,28658.0,3192.0,151935,187859,237923,240422,232190,22694 -2021-02-09,23639.0,29932.0,38395.0,38647.0,36225.0,3696.0,151935,187859,237923,240422,232190,22694 -2021-02-10,29162.0,37205.0,48377.0,48846.0,47040.0,4452.0,151935,187859,237923,240422,232190,22694 -2021-02-11,37751.0,46802.0,61383.0,64120.0,62909.0,6041.0,151935,187859,237923,240422,232190,22694 -2021-02-12,47019.0,59374.0,77700.0,81039.0,79695.0,7637.0,151935,187859,237923,240422,232190,22694 -2021-02-13,57015.0,72751.0,97944.0,100996.0,99946.0,9275.0,151935,187859,237923,240422,232190,22694 -2021-02-14,61068.0,78414.0,106358.0,110250.0,108990.0,9947.0,151935,187859,237923,240422,232190,22694 -2021-02-15,65751.0,84952.0,115052.0,119980.0,119210.0,10626.0,151935,187859,237923,240422,232190,22694 -2021-02-16,72184.0,93863.0,126441.0,133091.0,132160.0,11606.0,151935,187859,237923,240422,232190,22694 -2021-02-17,79415.0,103656.0,139146.0,147182.0,146636.0,12803.0,151935,187859,237923,240422,232190,22694 -2021-02-18,84896.0,111594.0,148834.0,158270.0,157836.0,13797.0,151935,187859,237923,240422,232190,22694 -2021-02-19,88851.0,117656.0,156989.0,166719.0,166446.0,14539.0,151935,187859,237923,240422,232190,22694 -2021-02-20,92456.0,122507.0,164724.0,173747.0,173656.0,15232.0,151935,187859,237923,240422,232190,22694 -2021-02-21,93758.0,124593.0,167496.0,176491.0,176428.0,15470.0,151935,187859,237923,240422,232190,22694 -2021-02-22,95767.0,127547.0,171304.0,180278.0,180173.0,15806.0,151935,187859,237923,240422,232190,22694 -2021-02-23,98133.0,130739.0,175770.0,184548.0,184401.0,16289.0,151935,187859,237923,240422,232190,22694 -2021-02-24,101346.0,135107.0,181566.0,190274.0,190036.0,16821.0,151935,187859,237923,240422,232190,22694 -2021-02-25,104692.0,139279.0,186774.0,195643.0,195013.0,17283.0,151935,187859,237923,240422,232190,22694 -2021-02-26,107933.0,143584.0,192262.0,200746.0,199577.0,17661.0,151935,187859,237923,240422,232190,22694 -2021-02-27,110607.0,146538.0,195713.0,204246.0,202622.0,17983.0,151935,187859,237923,240422,232190,22694 -2021-02-28,111692.0,148568.0,197687.0,205835.0,204162.0,18165.0,151935,187859,237923,240422,232190,22694 -2021-03-01,112525.0,149688.0,198940.0,206836.0,205114.0,18263.0,151935,187859,237923,240422,232190,22694 -2021-03-02,113400.0,150864.0,200242.0,207949.0,206038.0,18473.0,151935,187859,237923,240422,232190,22694 -2021-03-03,114597.0,152194.0,201726.0,209230.0,207067.0,18704.0,151935,187859,237923,240422,232190,22694 -2021-03-04,116382.0,154161.0,203812.0,211008.0,208516.0,19005.0,151935,187859,237923,240422,232190,22694 -2021-03-05,118188.0,155988.0,206073.0,212961.0,210105.0,19208.0,151935,187859,237923,240422,232190,22694 -2021-03-06,119728.0,157598.0,207998.0,214844.0,211715.0,19369.0,151935,187859,237923,240422,232190,22694 -2021-03-07,120176.0,157983.0,208460.0,215250.0,212058.0,19404.0,151935,187859,237923,240422,232190,22694 -2021-03-08,120890.0,158641.0,209188.0,215936.0,212562.0,19481.0,151935,187859,237923,240422,232190,22694 -2021-03-09,121527.0,159327.0,209895.0,216475.0,213073.0,19558.0,151935,187859,237923,240422,232190,22694 -2021-03-10,122087.0,159978.0,210588.0,217000.0,213549.0,19614.0,151935,187859,237923,240422,232190,22694 -2021-03-11,122668.0,160531.0,211162.0,217539.0,214004.0,19663.0,151935,187859,237923,240422,232190,22694 -2021-03-12,123557.0,161413.0,212114.0,218344.0,214669.0,19754.0,151935,187859,237923,240422,232190,22694 -2021-03-13,124845.0,162484.0,213290.0,219303.0,215481.0,19852.0,151935,187859,237923,240422,232190,22694 -2021-03-14,125405.0,163093.0,213934.0,219751.0,215929.0,19922.0,151935,187859,237923,240422,232190,22694 -2021-03-15,126203.0,163905.0,214662.0,220339.0,216440.0,19985.0,151935,187859,237923,240422,232190,22694 -2021-03-16,126875.0,164577.0,215271.0,220864.0,216867.0,20048.0,151935,187859,237923,240422,232190,22694 -2021-03-17,127456.0,165074.0,215810.0,221256.0,217182.0,20090.0,151935,187859,237923,240422,232190,22694 -2021-03-18,128016.0,165648.0,216300.0,221718.0,217630.0,20146.0,151935,187859,237923,240422,232190,22694 -2021-03-19,128583.0,166124.0,216755.0,222110.0,217987.0,20181.0,151935,187859,237923,240422,232190,22694 -2021-03-20,129283.0,166810.0,217406.0,222614.0,218407.0,20251.0,151935,187859,237923,240422,232190,22694 -2021-03-21,129472.0,166978.0,217609.0,222775.0,218554.0,20272.0,151935,187859,237923,240422,232190,22694 -2021-03-22,129710.0,167251.0,217833.0,222964.0,218694.0,20300.0,151935,187859,237923,240422,232190,22694 -2021-03-23,129990.0,167496.0,218043.0,223174.0,218848.0,20314.0,151935,187859,237923,240422,232190,22694 -2021-03-24,130277.0,167748.0,218281.0,223370.0,219016.0,20342.0,151935,187859,237923,240422,232190,22694 -2021-03-25,130578.0,168014.0,218526.0,223580.0,219170.0,20370.0,151935,187859,237923,240422,232190,22694 -2021-03-26,130865.0,168259.0,218764.0,223783.0,219331.0,20391.0,151935,187859,237923,240422,232190,22694 -2021-03-27,131222.0,168567.0,219086.0,224063.0,219506.0,20426.0,151935,187859,237923,240422,232190,22694 -2021-03-28,131397.0,168707.0,219233.0,224168.0,219604.0,20440.0,151935,187859,237923,240422,232190,22694 -2021-03-29,131586.0,168847.0,219394.0,224301.0,219688.0,20461.0,151935,187859,237923,240422,232190,22694 -2021-03-30,131775.0,169029.0,219569.0,224455.0,219779.0,20468.0,151935,187859,237923,240422,232190,22694 -2021-03-31,131971.0,169190.0,219751.0,224595.0,219884.0,20489.0,151935,187859,237923,240422,232190,22694 -2021-04-01,132132.0,169309.0,219835.0,224665.0,219961.0,20503.0,151935,187859,237923,240422,232190,22694 -2021-04-02,132195.0,169351.0,219884.0,224721.0,219989.0,20510.0,151935,187859,237923,240422,232190,22694 -2021-04-03,132244.0,169414.0,219940.0,224763.0,220031.0,20517.0,151935,187859,237923,240422,232190,22694 -2021-04-04,132272.0,169435.0,219954.0,224777.0,220045.0,20524.0,151935,187859,237923,240422,232190,22694 -2021-04-05,132293.0,169449.0,219968.0,224798.0,220052.0,20524.0,151935,187859,237923,240422,232190,22694 -2021-04-06,132363.0,169498.0,220017.0,224833.0,220080.0,20531.0,151935,187859,237923,240422,232190,22694 -2021-04-07,132468.0,169568.0,220080.0,224882.0,220122.0,20538.0,151935,187859,237923,240422,232190,22694 -2021-04-08,132559.0,169645.0,220164.0,224924.0,220157.0,20552.0,151935,187859,237923,240422,232190,22694 -2021-04-09,132678.0,169729.0,220234.0,224994.0,220199.0,20559.0,151935,187859,237923,240422,232190,22694 -2021-04-10,132790.0,169820.0,220297.0,225064.0,220248.0,20566.0,151935,187859,237923,240422,232190,22694 -2021-04-11,132825.0,169848.0,220318.0,225085.0,220269.0,20573.0,151935,187859,237923,240422,232190,22694 -2021-04-12,132874.0,169883.0,220353.0,225127.0,220290.0,20573.0,151935,187859,237923,240422,232190,22694 -2021-04-13,132937.0,169932.0,220388.0,225169.0,220311.0,20580.0,151935,187859,237923,240422,232190,22694 -2021-04-14,132986.0,169974.0,220437.0,225211.0,220339.0,20587.0,151935,187859,237923,240422,232190,22694 -2021-04-15,133035.0,170009.0,220479.0,225260.0,220381.0,20594.0,151935,187859,237923,240422,232190,22694 -2021-04-16,133084.0,170051.0,220535.0,225309.0,220423.0,20601.0,151935,187859,237923,240422,232190,22694 -2021-04-17,133140.0,170086.0,220584.0,225358.0,220458.0,20608.0,151935,187859,237923,240422,232190,22694 -2021-04-18,133168.0,170114.0,220598.0,225379.0,220472.0,20608.0,151935,187859,237923,240422,232190,22694 -2021-04-19,133196.0,170142.0,220619.0,225400.0,220486.0,20615.0,151935,187859,237923,240422,232190,22694 -2021-04-20,133238.0,170191.0,220647.0,225435.0,220507.0,20622.0,151935,187859,237923,240422,232190,22694 -2021-04-21,133280.0,170226.0,220689.0,225463.0,220542.0,20622.0,151935,187859,237923,240422,232190,22694 -2021-04-22,133322.0,170254.0,220724.0,225491.0,220570.0,20629.0,151935,187859,237923,240422,232190,22694 -2021-04-23,133371.0,170310.0,220780.0,225533.0,220605.0,20643.0,151935,187859,237923,240422,232190,22694 -2021-04-24,133413.0,170359.0,220815.0,225575.0,220640.0,20650.0,151935,187859,237923,240422,232190,22694 -2021-04-25,133448.0,170387.0,220836.0,225596.0,220654.0,20650.0,151935,187859,237923,240422,232190,22694 -2021-04-26,133476.0,170415.0,220864.0,225624.0,220675.0,20650.0,151935,187859,237923,240422,232190,22694 -2021-04-27,133511.0,170464.0,220892.0,225645.0,220703.0,20657.0,151935,187859,237923,240422,232190,22694 -2021-04-28,133560.0,170506.0,220948.0,225694.0,220738.0,20664.0,151935,187859,237923,240422,232190,22694 -2021-04-29,133602.0,170569.0,221004.0,225750.0,220787.0,20678.0,151935,187859,237923,240422,232190,22694 -2021-04-30,133651.0,170611.0,221053.0,225799.0,220815.0,20685.0,151935,187859,237923,240422,232190,22694 -2021-05-01,133686.0,170632.0,221095.0,225848.0,220857.0,20692.0,151935,187859,237923,240422,232190,22694 -2021-05-02,133707.0,170660.0,221116.0,225862.0,220885.0,20692.0,151935,187859,237923,240422,232190,22694 -2021-05-03,133721.0,170667.0,221130.0,225883.0,220899.0,20699.0,151935,187859,237923,240422,232190,22694 -2021-05-04,133742.0,170695.0,221158.0,225918.0,220920.0,20699.0,151935,187859,237923,240422,232190,22694 -2021-05-05,133777.0,170737.0,221214.0,225960.0,220969.0,20706.0,151935,187859,237923,240422,232190,22694 -2021-05-06,133819.0,170786.0,221291.0,226016.0,221025.0,20713.0,151935,187859,237923,240422,232190,22694 -2021-05-07,133854.0,170828.0,221340.0,226065.0,221081.0,20727.0,151935,187859,237923,240422,232190,22694 -2021-05-08,133903.0,170849.0,221389.0,226107.0,221130.0,20734.0,151935,187859,237923,240422,232190,22694 -2021-05-09,133924.0,170870.0,221417.0,226128.0,221151.0,20734.0,151935,187859,237923,240422,232190,22694 -2021-05-10,133938.0,170905.0,221445.0,226170.0,221193.0,20741.0,151935,187859,237923,240422,232190,22694 -2021-05-11,133980.0,170947.0,221494.0,226198.0,221221.0,20748.0,151935,187859,237923,240422,232190,22694 -2021-05-12,134029.0,170989.0,221543.0,226247.0,221263.0,20762.0,151935,187859,237923,240422,232190,22694 -2021-05-13,134085.0,171045.0,221606.0,226282.0,221298.0,20769.0,151935,187859,237923,240422,232190,22694 -2021-05-14,134134.0,171094.0,221641.0,226324.0,221333.0,20783.0,151935,187859,237923,240422,232190,22694 -2021-05-15,134190.0,171129.0,221690.0,226366.0,221361.0,20790.0,151935,187859,237923,240422,232190,22694 -2021-05-16,134211.0,171150.0,221718.0,226387.0,221382.0,20797.0,151935,187859,237923,240422,232190,22694 -2021-05-17,134246.0,171164.0,221739.0,226408.0,221396.0,20804.0,151935,187859,237923,240422,232190,22694 -2021-05-18,134281.0,171206.0,221774.0,226450.0,221424.0,20804.0,151935,187859,237923,240422,232190,22694 -2021-05-19,134358.0,171248.0,221816.0,226485.0,221473.0,20811.0,151935,187859,237923,240422,232190,22694 -2021-05-20,134414.0,171304.0,221865.0,226520.0,221494.0,20818.0,151935,187859,237923,240422,232190,22694 -2021-05-21,134456.0,171339.0,221900.0,226548.0,221515.0,20818.0,151935,187859,237923,240422,232190,22694 -2021-05-22,134498.0,171381.0,221935.0,226597.0,221536.0,20825.0,151935,187859,237923,240422,232190,22694 -2021-05-23,134519.0,171395.0,221949.0,226611.0,221550.0,20825.0,151935,187859,237923,240422,232190,22694 -2021-05-24,134547.0,171430.0,221963.0,226625.0,221571.0,20832.0,151935,187859,237923,240422,232190,22694 -2021-05-25,134582.0,171465.0,221991.0,226653.0,221592.0,20832.0,151935,187859,237923,240422,232190,22694 -2021-05-26,134624.0,171514.0,222033.0,226688.0,221606.0,20832.0,151935,187859,237923,240422,232190,22694 -2021-05-27,134680.0,171549.0,222061.0,226723.0,221634.0,20839.0,151935,187859,237923,240422,232190,22694 -2021-05-28,134722.0,171584.0,222096.0,226758.0,221655.0,20839.0,151935,187859,237923,240422,232190,22694 -2021-05-29,134764.0,171626.0,222124.0,226786.0,221662.0,20839.0,151935,187859,237923,240422,232190,22694 -2021-05-30,134785.0,171640.0,222138.0,226800.0,221669.0,20839.0,151935,187859,237923,240422,232190,22694 -2021-05-31,134792.0,171654.0,222152.0,226807.0,221683.0,20846.0,151935,187859,237923,240422,232190,22694 -2021-06-01,134813.0,171675.0,222166.0,226821.0,221690.0,20846.0,151935,187859,237923,240422,232190,22694 -2021-06-02,134834.0,171696.0,222180.0,226842.0,221711.0,20853.0,151935,187859,237923,240422,232190,22694 -2021-06-03,134869.0,171724.0,222208.0,226863.0,221718.0,20853.0,151935,187859,237923,240422,232190,22694 -2021-06-04,134904.0,171752.0,222222.0,226884.0,221732.0,20853.0,151935,187859,237923,240422,232190,22694 -2021-06-05,134939.0,171773.0,222250.0,226912.0,221746.0,20860.0,151935,187859,237923,240422,232190,22694 -2021-06-06,134960.0,171787.0,222264.0,226912.0,221760.0,20860.0,151935,187859,237923,240422,232190,22694 -2021-06-07,134981.0,171808.0,222271.0,226933.0,221774.0,20860.0,151935,187859,237923,240422,232190,22694 -2021-06-08,135016.0,171836.0,222285.0,226940.0,221781.0,20860.0,151935,187859,237923,240422,232190,22694 -2021-06-09,135051.0,171871.0,222306.0,226954.0,221795.0,20867.0,151935,187859,237923,240422,232190,22694 -2021-06-10,135079.0,171885.0,222327.0,226982.0,221816.0,20867.0,151935,187859,237923,240422,232190,22694 -2021-06-11,135100.0,171906.0,222355.0,227010.0,221837.0,20867.0,151935,187859,237923,240422,232190,22694 -2021-06-12,135128.0,171927.0,222369.0,227024.0,221844.0,20874.0,151935,187859,237923,240422,232190,22694 -2021-06-13,135142.0,171941.0,222383.0,227031.0,221851.0,20874.0,151935,187859,237923,240422,232190,22694 -2021-06-14,135156.0,171948.0,222397.0,227045.0,221865.0,20874.0,151935,187859,237923,240422,232190,22694 -2021-06-15,135177.0,171969.0,222411.0,227059.0,221872.0,20874.0,151935,187859,237923,240422,232190,22694 -2021-06-16,135191.0,171990.0,222425.0,227080.0,221879.0,20881.0,151935,187859,237923,240422,232190,22694 -2021-06-17,135212.0,172025.0,222446.0,227094.0,221900.0,20881.0,151935,187859,237923,240422,232190,22694 -2021-06-18,135233.0,172046.0,222453.0,227108.0,221907.0,20888.0,151935,187859,237923,240422,232190,22694 -2021-06-19,135261.0,172074.0,222474.0,227115.0,221928.0,20895.0,151935,187859,237923,240422,232190,22694 -2021-06-20,135268.0,172088.0,222481.0,227122.0,221935.0,20895.0,151935,187859,237923,240422,232190,22694 -2021-06-21,135282.0,172095.0,222488.0,227129.0,221942.0,20895.0,151935,187859,237923,240422,232190,22694 -2021-06-22,135303.0,172116.0,222502.0,227136.0,221956.0,20895.0,151935,187859,237923,240422,232190,22694 -2021-06-23,135317.0,172137.0,222523.0,227150.0,221963.0,20895.0,151935,187859,237923,240422,232190,22694 -2021-06-24,135345.0,172158.0,222544.0,227157.0,221977.0,20902.0,151935,187859,237923,240422,232190,22694 -2021-06-25,135359.0,172172.0,222565.0,227178.0,221991.0,20902.0,151935,187859,237923,240422,232190,22694 -2021-06-26,135408.0,172200.0,222579.0,227206.0,222012.0,20909.0,151935,187859,237923,240422,232190,22694 -2021-06-27,135429.0,172214.0,222600.0,227220.0,222019.0,20916.0,151935,187859,237923,240422,232190,22694 -2021-06-28,135450.0,172221.0,222607.0,227227.0,222026.0,20916.0,151935,187859,237923,240422,232190,22694 -2021-06-29,135471.0,172235.0,222621.0,227241.0,222026.0,20916.0,151935,187859,237923,240422,232190,22694 -2021-06-30,135492.0,172256.0,222635.0,227248.0,222033.0,20923.0,151935,187859,237923,240422,232190,22694 -2021-07-01,135520.0,172277.0,222649.0,227269.0,222040.0,20923.0,151935,187859,237923,240422,232190,22694 -2021-07-02,135534.0,172291.0,222663.0,227283.0,222054.0,20923.0,151935,187859,237923,240422,232190,22694 -2021-07-03,135562.0,172312.0,222684.0,227304.0,222061.0,20930.0,151935,187859,237923,240422,232190,22694 -2021-07-04,135569.0,172319.0,222691.0,227304.0,222061.0,20930.0,151935,187859,237923,240422,232190,22694 -2021-07-05,135590.0,172326.0,222698.0,227311.0,222068.0,20930.0,151935,187859,237923,240422,232190,22694 -2021-07-06,135597.0,172333.0,222712.0,227325.0,222075.0,20930.0,151935,187859,237923,240422,232190,22694 -2021-07-07,135604.0,172347.0,222719.0,227339.0,222089.0,20930.0,151935,187859,237923,240422,232190,22694 -2021-07-08,135625.0,172361.0,222747.0,227353.0,222096.0,20937.0,151935,187859,237923,240422,232190,22694 -2021-07-09,135646.0,172375.0,222761.0,227367.0,222103.0,20937.0,151935,187859,237923,240422,232190,22694 -2021-07-10,135660.0,172396.0,222768.0,227381.0,222124.0,20937.0,151935,187859,237923,240422,232190,22694 -2021-07-11,135667.0,172410.0,222775.0,227395.0,222124.0,20944.0,151935,187859,237923,240422,232190,22694 -2021-07-12,135681.0,172424.0,222782.0,227402.0,222131.0,20944.0,151935,187859,237923,240422,232190,22694 -2021-07-13,135695.0,172431.0,222789.0,227409.0,222138.0,20944.0,151935,187859,237923,240422,232190,22694 -2021-07-14,135709.0,172445.0,222803.0,227416.0,222145.0,20951.0,151935,187859,237923,240422,232190,22694 -2021-07-15,135737.0,172466.0,222810.0,227430.0,222159.0,20951.0,151935,187859,237923,240422,232190,22694 -2021-07-16,135758.0,172487.0,222831.0,227444.0,222166.0,20951.0,151935,187859,237923,240422,232190,22694 -2021-07-17,135772.0,172501.0,222845.0,227451.0,222173.0,20958.0,151935,187859,237923,240422,232190,22694 -2021-07-18,135786.0,172508.0,222859.0,227458.0,222173.0,20958.0,151935,187859,237923,240422,232190,22694 -2021-07-19,135800.0,172515.0,222873.0,227465.0,222180.0,20958.0,151935,187859,237923,240422,232190,22694 -2021-07-20,135807.0,172522.0,222887.0,227479.0,222180.0,20958.0,151935,187859,237923,240422,232190,22694 -2021-07-21,135821.0,172536.0,222894.0,227486.0,222194.0,20958.0,151935,187859,237923,240422,232190,22694 -2021-07-22,135842.0,172543.0,222901.0,227493.0,222201.0,20958.0,151935,187859,237923,240422,232190,22694 -2021-07-23,135849.0,172550.0,222915.0,227507.0,222201.0,20965.0,151935,187859,237923,240422,232190,22694 -2021-07-24,135870.0,172564.0,222922.0,227514.0,222208.0,20965.0,151935,187859,237923,240422,232190,22694 -2021-07-25,135877.0,172571.0,222929.0,227521.0,222208.0,20965.0,151935,187859,237923,240422,232190,22694 -2021-07-26,135884.0,172571.0,222936.0,227528.0,222215.0,20965.0,151935,187859,237923,240422,232190,22694 -2021-07-27,135898.0,172578.0,222943.0,227542.0,222222.0,20965.0,151935,187859,237923,240422,232190,22694 -2021-07-28,135905.0,172592.0,222950.0,227549.0,222229.0,20972.0,151935,187859,237923,240422,232190,22694 -2021-07-29,135912.0,172606.0,222957.0,227556.0,222236.0,20972.0,151935,187859,237923,240422,232190,22694 -2021-07-30,135926.0,172613.0,222964.0,227563.0,222243.0,20972.0,151935,187859,237923,240422,232190,22694 -2021-07-31,135933.0,172627.0,222978.0,227577.0,222250.0,20972.0,151935,187859,237923,240422,232190,22694 -2021-08-01,135940.0,172627.0,222985.0,227577.0,222250.0,20972.0,151935,187859,237923,240422,232190,22694 -2021-08-02,135947.0,172641.0,222992.0,227584.0,222250.0,20972.0,151935,187859,237923,240422,232190,22694 -2021-08-03,135954.0,172648.0,223006.0,227591.0,222257.0,20972.0,151935,187859,237923,240422,232190,22694 -2021-08-04,135968.0,172655.0,223013.0,227598.0,222257.0,20972.0,151935,187859,237923,240422,232190,22694 -2021-08-05,135982.0,172662.0,223020.0,227605.0,222264.0,20972.0,151935,187859,237923,240422,232190,22694 -2021-08-06,135996.0,172676.0,223034.0,227612.0,222271.0,20972.0,151935,187859,237923,240422,232190,22694 -2021-08-07,136010.0,172683.0,223041.0,227619.0,222278.0,20972.0,151935,187859,237923,240422,232190,22694 -2021-08-08,136017.0,172690.0,223048.0,227619.0,222285.0,20972.0,151935,187859,237923,240422,232190,22694 -2021-08-09,136017.0,172690.0,223055.0,227626.0,222285.0,20972.0,151935,187859,237923,240422,232190,22694 -2021-08-10,136031.0,172697.0,223062.0,227626.0,222285.0,20972.0,151935,187859,237923,240422,232190,22694 -2021-08-11,136045.0,172704.0,223069.0,227633.0,222292.0,20972.0,151935,187859,237923,240422,232190,22694 -2021-08-12,136052.0,172718.0,223083.0,227633.0,222299.0,20972.0,151935,187859,237923,240422,232190,22694 -2021-08-13,136066.0,172725.0,223097.0,227640.0,222306.0,20972.0,151935,187859,237923,240422,232190,22694 -2021-08-14,136080.0,172732.0,223104.0,227647.0,222320.0,20972.0,151935,187859,237923,240422,232190,22694 -2021-08-15,136080.0,172739.0,223104.0,227654.0,222320.0,20979.0,151935,187859,237923,240422,232190,22694 -2021-08-16,136087.0,172746.0,223104.0,227661.0,222320.0,20979.0,151935,187859,237923,240422,232190,22694 -2021-08-17,136094.0,172746.0,223118.0,227661.0,222327.0,20979.0,151935,187859,237923,240422,232190,22694 -2021-08-18,136108.0,172753.0,223125.0,227668.0,222327.0,20979.0,151935,187859,237923,240422,232190,22694 -2021-08-19,136108.0,172753.0,223125.0,227668.0,222327.0,20979.0,151935,187859,237923,240422,232190,22694 +2020-12-02,0.0,0.0,0.0,0.0,0.0,0.0,151802,187810,237895,240429,232085,22743 +2020-12-03,0.0,0.0,0.0,0.0,0.0,0.0,151802,187810,237895,240429,232085,22743 +2020-12-04,0.0,0.0,0.0,0.0,0.0,0.0,151802,187810,237895,240429,232085,22743 +2020-12-08,0.0,14.0,14.0,14.0,21.0,0.0,151802,187810,237895,240429,232085,22743 +2020-12-09,21.0,28.0,28.0,49.0,49.0,0.0,151802,187810,237895,240429,232085,22743 +2020-12-10,35.0,56.0,56.0,70.0,84.0,0.0,151802,187810,237895,240429,232085,22743 +2020-12-11,56.0,84.0,77.0,98.0,105.0,7.0,151802,187810,237895,240429,232085,22743 +2020-12-12,70.0,105.0,91.0,119.0,119.0,14.0,151802,187810,237895,240429,232085,22743 +2020-12-13,91.0,112.0,112.0,133.0,140.0,14.0,151802,187810,237895,240429,232085,22743 +2020-12-14,98.0,133.0,140.0,154.0,168.0,21.0,151802,187810,237895,240429,232085,22743 +2020-12-15,126.0,175.0,189.0,196.0,224.0,28.0,151802,187810,237895,240429,232085,22743 +2020-12-16,154.0,224.0,245.0,245.0,266.0,28.0,151802,187810,237895,240429,232085,22743 +2020-12-17,203.0,273.0,315.0,315.0,329.0,35.0,151802,187810,237895,240429,232085,22743 +2020-12-18,238.0,308.0,399.0,399.0,399.0,42.0,151802,187810,237895,240429,232085,22743 +2020-12-19,287.0,350.0,483.0,469.0,476.0,49.0,151802,187810,237895,240429,232085,22743 +2020-12-20,329.0,399.0,553.0,539.0,574.0,56.0,151802,187810,237895,240429,232085,22743 +2020-12-21,385.0,462.0,637.0,637.0,672.0,70.0,151802,187810,237895,240429,232085,22743 +2020-12-22,448.0,525.0,735.0,735.0,756.0,77.0,151802,187810,237895,240429,232085,22743 +2020-12-23,518.0,630.0,840.0,847.0,861.0,84.0,151802,187810,237895,240429,232085,22743 +2020-12-24,546.0,672.0,882.0,917.0,924.0,91.0,151802,187810,237895,240429,232085,22743 +2020-12-25,546.0,672.0,882.0,917.0,924.0,91.0,151802,187810,237895,240429,232085,22743 +2020-12-26,546.0,672.0,882.0,924.0,924.0,91.0,151802,187810,237895,240429,232085,22743 +2020-12-27,546.0,679.0,896.0,945.0,938.0,91.0,151802,187810,237895,240429,232085,22743 +2020-12-28,567.0,700.0,924.0,966.0,959.0,91.0,151802,187810,237895,240429,232085,22743 +2020-12-29,623.0,763.0,1001.0,1029.0,1022.0,98.0,151802,187810,237895,240429,232085,22743 +2020-12-30,749.0,924.0,1169.0,1218.0,1176.0,112.0,151802,187810,237895,240429,232085,22743 +2020-12-31,875.0,1064.0,1337.0,1414.0,1344.0,126.0,151802,187810,237895,240429,232085,22743 +2021-01-01,896.0,1092.0,1372.0,1456.0,1393.0,133.0,151802,187810,237895,240429,232085,22743 +2021-01-02,931.0,1113.0,1400.0,1505.0,1442.0,140.0,151802,187810,237895,240429,232085,22743 +2021-01-03,945.0,1134.0,1435.0,1533.0,1470.0,140.0,151802,187810,237895,240429,232085,22743 +2021-01-04,987.0,1183.0,1498.0,1610.0,1526.0,147.0,151802,187810,237895,240429,232085,22743 +2021-01-05,1057.0,1274.0,1617.0,1736.0,1638.0,168.0,151802,187810,237895,240429,232085,22743 +2021-01-06,1162.0,1421.0,1799.0,1932.0,1820.0,182.0,151802,187810,237895,240429,232085,22743 +2021-01-07,1358.0,1715.0,2100.0,2233.0,2100.0,210.0,151802,187810,237895,240429,232085,22743 +2021-01-08,1610.0,2037.0,2450.0,2569.0,2394.0,238.0,151802,187810,237895,240429,232085,22743 +2021-01-09,1806.0,2289.0,2772.0,2870.0,2751.0,259.0,151802,187810,237895,240429,232085,22743 +2021-01-10,1883.0,2415.0,2933.0,3031.0,2912.0,273.0,151802,187810,237895,240429,232085,22743 +2021-01-11,2002.0,2555.0,3122.0,3241.0,3115.0,287.0,151802,187810,237895,240429,232085,22743 +2021-01-12,2170.0,2765.0,3402.0,3521.0,3374.0,322.0,151802,187810,237895,240429,232085,22743 +2021-01-13,2415.0,3017.0,3766.0,3878.0,3682.0,350.0,151802,187810,237895,240429,232085,22743 +2021-01-14,2716.0,3381.0,4144.0,4256.0,4095.0,385.0,151802,187810,237895,240429,232085,22743 +2021-01-15,3059.0,3773.0,4648.0,4683.0,4564.0,420.0,151802,187810,237895,240429,232085,22743 +2021-01-16,3339.0,4109.0,5033.0,5068.0,4963.0,469.0,151802,187810,237895,240429,232085,22743 +2021-01-17,3472.0,4319.0,5320.0,5341.0,5215.0,490.0,151802,187810,237895,240429,232085,22743 +2021-01-18,3661.0,4529.0,5614.0,5621.0,5488.0,518.0,151802,187810,237895,240429,232085,22743 +2021-01-19,3892.0,4893.0,5999.0,6027.0,5908.0,553.0,151802,187810,237895,240429,232085,22743 +2021-01-20,4291.0,5313.0,6482.0,6482.0,6377.0,588.0,151802,187810,237895,240429,232085,22743 +2021-01-21,4739.0,5782.0,7133.0,7035.0,6895.0,637.0,151802,187810,237895,240429,232085,22743 +2021-01-22,5250.0,6489.0,8050.0,7896.0,7658.0,707.0,151802,187810,237895,240429,232085,22743 +2021-01-23,5670.0,7035.0,8813.0,8666.0,8330.0,777.0,151802,187810,237895,240429,232085,22743 +2021-01-24,5950.0,7364.0,9233.0,9086.0,8743.0,819.0,151802,187810,237895,240429,232085,22743 +2021-01-25,6195.0,7728.0,9667.0,9527.0,9086.0,861.0,151802,187810,237895,240429,232085,22743 +2021-01-26,6524.0,8141.0,10227.0,10017.0,9541.0,903.0,151802,187810,237895,240429,232085,22743 +2021-01-27,6909.0,8666.0,10913.0,10612.0,10031.0,945.0,151802,187810,237895,240429,232085,22743 +2021-01-28,7413.0,9289.0,11781.0,11459.0,10822.0,1029.0,151802,187810,237895,240429,232085,22743 +2021-01-29,8022.0,9989.0,12803.0,12523.0,11851.0,1162.0,151802,187810,237895,240429,232085,22743 +2021-01-30,8568.0,10766.0,13643.0,13377.0,12425.0,1232.0,151802,187810,237895,240429,232085,22743 +2021-01-31,9086.0,11515.0,14553.0,14280.0,13069.0,1316.0,151802,187810,237895,240429,232085,22743 +2021-02-01,10017.0,12649.0,16093.0,15603.0,13874.0,1449.0,151802,187810,237895,240429,232085,22743 +2021-02-02,10787.0,13783.0,17563.0,17136.0,15127.0,1582.0,151802,187810,237895,240429,232085,22743 +2021-02-03,12145.0,15253.0,19320.0,18781.0,16940.0,1708.0,151802,187810,237895,240429,232085,22743 +2021-02-04,14007.0,17115.0,21553.0,20909.0,18921.0,1911.0,151802,187810,237895,240429,232085,22743 +2021-02-05,15596.0,19432.0,24311.0,23499.0,20811.0,2177.0,151802,187810,237895,240429,232085,22743 +2021-02-06,17801.0,22323.0,28441.0,26845.0,24073.0,2611.0,151802,187810,237895,240429,232085,22743 +2021-02-07,19215.0,24024.0,30457.0,28952.0,25942.0,2940.0,151802,187810,237895,240429,232085,22743 +2021-02-08,20566.0,26047.0,33278.0,31542.0,28637.0,3199.0,151802,187810,237895,240429,232085,22743 +2021-02-09,23632.0,29960.0,38402.0,38661.0,36197.0,3703.0,151802,187810,237895,240429,232085,22743 +2021-02-10,29148.0,37226.0,48384.0,48860.0,47005.0,4452.0,151802,187810,237895,240429,232085,22743 +2021-02-11,37737.0,46851.0,61411.0,64141.0,62846.0,6041.0,151802,187810,237895,240429,232085,22743 +2021-02-12,47005.0,59416.0,77728.0,81039.0,79618.0,7651.0,151802,187810,237895,240429,232085,22743 +2021-02-13,56987.0,72772.0,97965.0,100975.0,99862.0,9282.0,151802,187810,237895,240429,232085,22743 +2021-02-14,61040.0,78428.0,106358.0,110229.0,108892.0,9954.0,151802,187810,237895,240429,232085,22743 +2021-02-15,65716.0,84959.0,115045.0,119959.0,119112.0,10633.0,151802,187810,237895,240429,232085,22743 +2021-02-16,72135.0,93870.0,126420.0,133070.0,132055.0,11613.0,151802,187810,237895,240429,232085,22743 +2021-02-17,79359.0,103642.0,139111.0,147140.0,146531.0,12817.0,151802,187810,237895,240429,232085,22743 +2021-02-18,84833.0,111573.0,148785.0,158228.0,157738.0,13804.0,151802,187810,237895,240429,232085,22743 +2021-02-19,88774.0,117635.0,156933.0,166677.0,166334.0,14546.0,151802,187810,237895,240429,232085,22743 +2021-02-20,92379.0,122479.0,164661.0,173698.0,173551.0,15239.0,151802,187810,237895,240429,232085,22743 +2021-02-21,93681.0,124565.0,167433.0,176449.0,176316.0,15477.0,151802,187810,237895,240429,232085,22743 +2021-02-22,95690.0,127526.0,171241.0,180222.0,180061.0,15813.0,151802,187810,237895,240429,232085,22743 +2021-02-23,98056.0,130704.0,175700.0,184492.0,184282.0,16296.0,151802,187810,237895,240429,232085,22743 +2021-02-24,101262.0,135079.0,181496.0,190211.0,189917.0,16828.0,151802,187810,237895,240429,232085,22743 +2021-02-25,104601.0,139237.0,186711.0,195566.0,194894.0,17290.0,151802,187810,237895,240429,232085,22743 +2021-02-26,107835.0,143535.0,192199.0,200676.0,199451.0,17668.0,151802,187810,237895,240429,232085,22743 +2021-02-27,110516.0,146482.0,195657.0,204176.0,202489.0,17990.0,151802,187810,237895,240429,232085,22743 +2021-02-28,111594.0,148519.0,197631.0,205765.0,204036.0,18172.0,151802,187810,237895,240429,232085,22743 +2021-03-01,112427.0,149639.0,198877.0,206759.0,204988.0,18270.0,151802,187810,237895,240429,232085,22743 +2021-03-02,113302.0,150815.0,200179.0,207879.0,205912.0,18480.0,151802,187810,237895,240429,232085,22743 +2021-03-03,114492.0,152138.0,201670.0,209160.0,206941.0,18711.0,151802,187810,237895,240429,232085,22743 +2021-03-04,116277.0,154105.0,203749.0,210938.0,208390.0,19012.0,151802,187810,237895,240429,232085,22743 +2021-03-05,118083.0,155925.0,206010.0,212891.0,209972.0,19215.0,151802,187810,237895,240429,232085,22743 +2021-03-06,119623.0,157535.0,207942.0,214767.0,211582.0,19376.0,151802,187810,237895,240429,232085,22743 +2021-03-07,120064.0,157920.0,208397.0,215180.0,211925.0,19411.0,151802,187810,237895,240429,232085,22743 +2021-03-08,120778.0,158578.0,209125.0,215859.0,212429.0,19488.0,151802,187810,237895,240429,232085,22743 +2021-03-09,121415.0,159257.0,209839.0,216398.0,212940.0,19572.0,151802,187810,237895,240429,232085,22743 +2021-03-10,121968.0,159908.0,210532.0,216923.0,213416.0,19621.0,151802,187810,237895,240429,232085,22743 +2021-03-11,122549.0,160468.0,211099.0,217462.0,213871.0,19670.0,151802,187810,237895,240429,232085,22743 +2021-03-12,123438.0,161350.0,212058.0,218267.0,214536.0,19761.0,151802,187810,237895,240429,232085,22743 +2021-03-13,124733.0,162421.0,213234.0,219226.0,215348.0,19859.0,151802,187810,237895,240429,232085,22743 +2021-03-14,125286.0,163030.0,213871.0,219674.0,215789.0,19929.0,151802,187810,237895,240429,232085,22743 +2021-03-15,126084.0,163842.0,214599.0,220262.0,216307.0,19999.0,151802,187810,237895,240429,232085,22743 +2021-03-16,126756.0,164507.0,215208.0,220787.0,216734.0,20062.0,151802,187810,237895,240429,232085,22743 +2021-03-17,127337.0,165011.0,215747.0,221186.0,217049.0,20097.0,151802,187810,237895,240429,232085,22743 +2021-03-18,127897.0,165585.0,216237.0,221648.0,217497.0,20153.0,151802,187810,237895,240429,232085,22743 +2021-03-19,128457.0,166061.0,216692.0,222040.0,217847.0,20195.0,151802,187810,237895,240429,232085,22743 +2021-03-20,129157.0,166747.0,217350.0,222537.0,218274.0,20265.0,151802,187810,237895,240429,232085,22743 +2021-03-21,129346.0,166915.0,217546.0,222705.0,218414.0,20279.0,151802,187810,237895,240429,232085,22743 +2021-03-22,129584.0,167188.0,217770.0,222887.0,218554.0,20307.0,151802,187810,237895,240429,232085,22743 +2021-03-23,129864.0,167433.0,217980.0,223097.0,218715.0,20321.0,151802,187810,237895,240429,232085,22743 +2021-03-24,130151.0,167685.0,218225.0,223293.0,218876.0,20356.0,151802,187810,237895,240429,232085,22743 +2021-03-25,130452.0,167951.0,218463.0,223503.0,219037.0,20377.0,151802,187810,237895,240429,232085,22743 +2021-03-26,130739.0,168203.0,218701.0,223713.0,219198.0,20398.0,151802,187810,237895,240429,232085,22743 +2021-03-27,131089.0,168511.0,219023.0,223986.0,219366.0,20440.0,151802,187810,237895,240429,232085,22743 +2021-03-28,131271.0,168644.0,219177.0,224091.0,219464.0,20447.0,151802,187810,237895,240429,232085,22743 +2021-03-29,131453.0,168784.0,219331.0,224231.0,219548.0,20468.0,151802,187810,237895,240429,232085,22743 +2021-03-30,131642.0,168966.0,219506.0,224378.0,219639.0,20482.0,151802,187810,237895,240429,232085,22743 +2021-03-31,131838.0,169127.0,219688.0,224518.0,219744.0,20496.0,151802,187810,237895,240429,232085,22743 +2021-04-01,131999.0,169246.0,219772.0,224588.0,219821.0,20517.0,151802,187810,237895,240429,232085,22743 +2021-04-02,132062.0,169288.0,219821.0,224644.0,219849.0,20524.0,151802,187810,237895,240429,232085,22743 +2021-04-03,132111.0,169351.0,219877.0,224686.0,219891.0,20531.0,151802,187810,237895,240429,232085,22743 +2021-04-04,132139.0,169372.0,219898.0,224707.0,219905.0,20538.0,151802,187810,237895,240429,232085,22743 +2021-04-05,132160.0,169386.0,219905.0,224721.0,219912.0,20538.0,151802,187810,237895,240429,232085,22743 +2021-04-06,132230.0,169435.0,219954.0,224763.0,219940.0,20545.0,151802,187810,237895,240429,232085,22743 +2021-04-07,132335.0,169505.0,220017.0,224812.0,219982.0,20552.0,151802,187810,237895,240429,232085,22743 +2021-04-08,132426.0,169582.0,220101.0,224854.0,220017.0,20559.0,151802,187810,237895,240429,232085,22743 +2021-04-09,132545.0,169666.0,220171.0,224924.0,220059.0,20566.0,151802,187810,237895,240429,232085,22743 +2021-04-10,132657.0,169757.0,220234.0,224994.0,220108.0,20573.0,151802,187810,237895,240429,232085,22743 +2021-04-11,132692.0,169785.0,220255.0,225015.0,220129.0,20580.0,151802,187810,237895,240429,232085,22743 +2021-04-12,132741.0,169820.0,220290.0,225057.0,220150.0,20587.0,151802,187810,237895,240429,232085,22743 +2021-04-13,132804.0,169869.0,220325.0,225099.0,220171.0,20594.0,151802,187810,237895,240429,232085,22743 +2021-04-14,132853.0,169911.0,220374.0,225141.0,220199.0,20601.0,151802,187810,237895,240429,232085,22743 +2021-04-15,132902.0,169946.0,220416.0,225190.0,220241.0,20608.0,151802,187810,237895,240429,232085,22743 +2021-04-16,132951.0,169981.0,220472.0,225239.0,220283.0,20615.0,151802,187810,237895,240429,232085,22743 +2021-04-17,133007.0,170023.0,220521.0,225281.0,220325.0,20622.0,151802,187810,237895,240429,232085,22743 +2021-04-18,133035.0,170051.0,220535.0,225309.0,220332.0,20622.0,151802,187810,237895,240429,232085,22743 +2021-04-19,133063.0,170079.0,220556.0,225330.0,220346.0,20629.0,151802,187810,237895,240429,232085,22743 +2021-04-20,133105.0,170121.0,220584.0,225358.0,220374.0,20636.0,151802,187810,237895,240429,232085,22743 +2021-04-21,133147.0,170156.0,220626.0,225393.0,220402.0,20636.0,151802,187810,237895,240429,232085,22743 +2021-04-22,133189.0,170191.0,220661.0,225421.0,220437.0,20643.0,151802,187810,237895,240429,232085,22743 +2021-04-23,133231.0,170240.0,220717.0,225463.0,220472.0,20657.0,151802,187810,237895,240429,232085,22743 +2021-04-24,133280.0,170289.0,220752.0,225505.0,220500.0,20664.0,151802,187810,237895,240429,232085,22743 +2021-04-25,133315.0,170317.0,220766.0,225533.0,220514.0,20664.0,151802,187810,237895,240429,232085,22743 +2021-04-26,133343.0,170352.0,220801.0,225554.0,220535.0,20664.0,151802,187810,237895,240429,232085,22743 +2021-04-27,133378.0,170401.0,220829.0,225575.0,220563.0,20671.0,151802,187810,237895,240429,232085,22743 +2021-04-28,133427.0,170443.0,220885.0,225624.0,220605.0,20678.0,151802,187810,237895,240429,232085,22743 +2021-04-29,133469.0,170499.0,220941.0,225680.0,220647.0,20692.0,151802,187810,237895,240429,232085,22743 +2021-04-30,133518.0,170541.0,220990.0,225729.0,220675.0,20699.0,151802,187810,237895,240429,232085,22743 +2021-05-01,133553.0,170569.0,221032.0,225778.0,220724.0,20706.0,151802,187810,237895,240429,232085,22743 +2021-05-02,133574.0,170590.0,221053.0,225792.0,220745.0,20706.0,151802,187810,237895,240429,232085,22743 +2021-05-03,133588.0,170604.0,221067.0,225813.0,220759.0,20713.0,151802,187810,237895,240429,232085,22743 +2021-05-04,133616.0,170632.0,221102.0,225848.0,220780.0,20713.0,151802,187810,237895,240429,232085,22743 +2021-05-05,133644.0,170667.0,221151.0,225890.0,220829.0,20720.0,151802,187810,237895,240429,232085,22743 +2021-05-06,133686.0,170723.0,221228.0,225946.0,220885.0,20727.0,151802,187810,237895,240429,232085,22743 +2021-05-07,133721.0,170758.0,221277.0,225995.0,220941.0,20734.0,151802,187810,237895,240429,232085,22743 +2021-05-08,133770.0,170786.0,221333.0,226037.0,220990.0,20741.0,151802,187810,237895,240429,232085,22743 +2021-05-09,133791.0,170800.0,221361.0,226058.0,221011.0,20748.0,151802,187810,237895,240429,232085,22743 +2021-05-10,133812.0,170835.0,221382.0,226093.0,221053.0,20755.0,151802,187810,237895,240429,232085,22743 +2021-05-11,133847.0,170877.0,221438.0,226121.0,221081.0,20762.0,151802,187810,237895,240429,232085,22743 +2021-05-12,133903.0,170919.0,221487.0,226170.0,221123.0,20776.0,151802,187810,237895,240429,232085,22743 +2021-05-13,133952.0,170975.0,221543.0,226212.0,221158.0,20783.0,151802,187810,237895,240429,232085,22743 +2021-05-14,134001.0,171017.0,221578.0,226254.0,221193.0,20797.0,151802,187810,237895,240429,232085,22743 +2021-05-15,134057.0,171059.0,221627.0,226296.0,221214.0,20804.0,151802,187810,237895,240429,232085,22743 +2021-05-16,134078.0,171073.0,221655.0,226310.0,221235.0,20811.0,151802,187810,237895,240429,232085,22743 +2021-05-17,134113.0,171094.0,221676.0,226338.0,221249.0,20811.0,151802,187810,237895,240429,232085,22743 +2021-05-18,134148.0,171136.0,221711.0,226380.0,221284.0,20818.0,151802,187810,237895,240429,232085,22743 +2021-05-19,134225.0,171178.0,221760.0,226415.0,221326.0,20825.0,151802,187810,237895,240429,232085,22743 +2021-05-20,134281.0,171234.0,221809.0,226450.0,221354.0,20832.0,151802,187810,237895,240429,232085,22743 +2021-05-21,134323.0,171276.0,221844.0,226478.0,221368.0,20832.0,151802,187810,237895,240429,232085,22743 +2021-05-22,134365.0,171311.0,221872.0,226527.0,221396.0,20839.0,151802,187810,237895,240429,232085,22743 +2021-05-23,134386.0,171332.0,221886.0,226541.0,221410.0,20839.0,151802,187810,237895,240429,232085,22743 +2021-05-24,134414.0,171360.0,221900.0,226555.0,221424.0,20846.0,151802,187810,237895,240429,232085,22743 +2021-05-25,134449.0,171395.0,221928.0,226583.0,221445.0,20846.0,151802,187810,237895,240429,232085,22743 +2021-05-26,134491.0,171444.0,221963.0,226618.0,221466.0,20853.0,151802,187810,237895,240429,232085,22743 +2021-05-27,134547.0,171479.0,221998.0,226653.0,221494.0,20853.0,151802,187810,237895,240429,232085,22743 +2021-05-28,134589.0,171514.0,222033.0,226688.0,221515.0,20853.0,151802,187810,237895,240429,232085,22743 +2021-05-29,134631.0,171556.0,222061.0,226716.0,221522.0,20853.0,151802,187810,237895,240429,232085,22743 +2021-05-30,134652.0,171570.0,222075.0,226730.0,221529.0,20860.0,151802,187810,237895,240429,232085,22743 +2021-05-31,134659.0,171584.0,222089.0,226737.0,221543.0,20860.0,151802,187810,237895,240429,232085,22743 +2021-06-01,134680.0,171605.0,222096.0,226758.0,221550.0,20860.0,151802,187810,237895,240429,232085,22743 +2021-06-02,134701.0,171626.0,222117.0,226772.0,221571.0,20867.0,151802,187810,237895,240429,232085,22743 +2021-06-03,134736.0,171661.0,222145.0,226793.0,221578.0,20867.0,151802,187810,237895,240429,232085,22743 +2021-06-04,134771.0,171682.0,222159.0,226821.0,221592.0,20867.0,151802,187810,237895,240429,232085,22743 +2021-06-05,134806.0,171710.0,222180.0,226842.0,221606.0,20874.0,151802,187810,237895,240429,232085,22743 +2021-06-06,134827.0,171724.0,222201.0,226849.0,221620.0,20874.0,151802,187810,237895,240429,232085,22743 +2021-06-07,134848.0,171745.0,222208.0,226863.0,221634.0,20874.0,151802,187810,237895,240429,232085,22743 +2021-06-08,134883.0,171773.0,222222.0,226877.0,221648.0,20874.0,151802,187810,237895,240429,232085,22743 +2021-06-09,134918.0,171801.0,222243.0,226891.0,221655.0,20881.0,151802,187810,237895,240429,232085,22743 +2021-06-10,134946.0,171822.0,222264.0,226919.0,221676.0,20881.0,151802,187810,237895,240429,232085,22743 +2021-06-11,134974.0,171836.0,222292.0,226940.0,221697.0,20888.0,151802,187810,237895,240429,232085,22743 +2021-06-12,134995.0,171864.0,222306.0,226961.0,221704.0,20888.0,151802,187810,237895,240429,232085,22743 +2021-06-13,135009.0,171871.0,222320.0,226961.0,221711.0,20888.0,151802,187810,237895,240429,232085,22743 +2021-06-14,135023.0,171885.0,222334.0,226975.0,221725.0,20888.0,151802,187810,237895,240429,232085,22743 +2021-06-15,135044.0,171899.0,222341.0,226996.0,221732.0,20895.0,151802,187810,237895,240429,232085,22743 +2021-06-16,135058.0,171927.0,222355.0,227010.0,221746.0,20895.0,151802,187810,237895,240429,232085,22743 +2021-06-17,135079.0,171955.0,222376.0,227031.0,221760.0,20902.0,151802,187810,237895,240429,232085,22743 +2021-06-18,135107.0,171983.0,222390.0,227038.0,221774.0,20902.0,151802,187810,237895,240429,232085,22743 +2021-06-19,135128.0,172011.0,222404.0,227045.0,221795.0,20909.0,151802,187810,237895,240429,232085,22743 +2021-06-20,135135.0,172018.0,222411.0,227052.0,221795.0,20909.0,151802,187810,237895,240429,232085,22743 +2021-06-21,135149.0,172032.0,222425.0,227059.0,221802.0,20909.0,151802,187810,237895,240429,232085,22743 +2021-06-22,135170.0,172046.0,222439.0,227066.0,221816.0,20909.0,151802,187810,237895,240429,232085,22743 +2021-06-23,135184.0,172067.0,222453.0,227080.0,221830.0,20909.0,151802,187810,237895,240429,232085,22743 +2021-06-24,135212.0,172088.0,222474.0,227094.0,221844.0,20916.0,151802,187810,237895,240429,232085,22743 +2021-06-25,135233.0,172102.0,222495.0,227108.0,221858.0,20916.0,151802,187810,237895,240429,232085,22743 +2021-06-26,135275.0,172130.0,222516.0,227136.0,221872.0,20923.0,151802,187810,237895,240429,232085,22743 +2021-06-27,135296.0,172144.0,222537.0,227150.0,221879.0,20930.0,151802,187810,237895,240429,232085,22743 +2021-06-28,135317.0,172151.0,222544.0,227157.0,221886.0,20930.0,151802,187810,237895,240429,232085,22743 +2021-06-29,135338.0,172165.0,222558.0,227171.0,221886.0,20930.0,151802,187810,237895,240429,232085,22743 +2021-06-30,135366.0,172186.0,222565.0,227178.0,221893.0,20937.0,151802,187810,237895,240429,232085,22743 +2021-07-01,135387.0,172207.0,222586.0,227199.0,221900.0,20937.0,151802,187810,237895,240429,232085,22743 +2021-07-02,135408.0,172221.0,222600.0,227220.0,221914.0,20937.0,151802,187810,237895,240429,232085,22743 +2021-07-03,135429.0,172235.0,222621.0,227234.0,221921.0,20944.0,151802,187810,237895,240429,232085,22743 +2021-07-04,135436.0,172249.0,222628.0,227241.0,221921.0,20944.0,151802,187810,237895,240429,232085,22743 +2021-07-05,135457.0,172256.0,222635.0,227248.0,221928.0,20944.0,151802,187810,237895,240429,232085,22743 +2021-07-06,135464.0,172263.0,222649.0,227262.0,221942.0,20944.0,151802,187810,237895,240429,232085,22743 +2021-07-07,135471.0,172270.0,222656.0,227269.0,221949.0,20944.0,151802,187810,237895,240429,232085,22743 +2021-07-08,135492.0,172291.0,222684.0,227283.0,221956.0,20951.0,151802,187810,237895,240429,232085,22743 +2021-07-09,135513.0,172305.0,222698.0,227304.0,221963.0,20951.0,151802,187810,237895,240429,232085,22743 +2021-07-10,135527.0,172326.0,222712.0,227318.0,221984.0,20951.0,151802,187810,237895,240429,232085,22743 +2021-07-11,135534.0,172340.0,222719.0,227325.0,221984.0,20958.0,151802,187810,237895,240429,232085,22743 +2021-07-12,135548.0,172347.0,222719.0,227332.0,221991.0,20958.0,151802,187810,237895,240429,232085,22743 +2021-07-13,135562.0,172354.0,222733.0,227346.0,221998.0,20958.0,151802,187810,237895,240429,232085,22743 +2021-07-14,135576.0,172368.0,222740.0,227353.0,222005.0,20965.0,151802,187810,237895,240429,232085,22743 +2021-07-15,135604.0,172389.0,222754.0,227367.0,222019.0,20965.0,151802,187810,237895,240429,232085,22743 +2021-07-16,135625.0,172410.0,222768.0,227381.0,222026.0,20965.0,151802,187810,237895,240429,232085,22743 +2021-07-17,135646.0,172431.0,222789.0,227388.0,222033.0,20972.0,151802,187810,237895,240429,232085,22743 +2021-07-18,135653.0,172438.0,222803.0,227395.0,222033.0,20972.0,151802,187810,237895,240429,232085,22743 +2021-07-19,135667.0,172438.0,222810.0,227402.0,222040.0,20972.0,151802,187810,237895,240429,232085,22743 +2021-07-20,135674.0,172452.0,222824.0,227416.0,222047.0,20979.0,151802,187810,237895,240429,232085,22743 +2021-07-21,135688.0,172459.0,222838.0,227423.0,222054.0,20979.0,151802,187810,237895,240429,232085,22743 +2021-07-22,135709.0,172473.0,222845.0,227430.0,222061.0,20979.0,151802,187810,237895,240429,232085,22743 +2021-07-23,135716.0,172480.0,222852.0,227444.0,222068.0,20979.0,151802,187810,237895,240429,232085,22743 +2021-07-24,135737.0,172487.0,222859.0,227451.0,222068.0,20979.0,151802,187810,237895,240429,232085,22743 +2021-07-25,135744.0,172494.0,222866.0,227458.0,222075.0,20979.0,151802,187810,237895,240429,232085,22743 +2021-07-26,135751.0,172501.0,222873.0,227465.0,222082.0,20979.0,151802,187810,237895,240429,232085,22743 +2021-07-27,135765.0,172508.0,222880.0,227479.0,222089.0,20986.0,151802,187810,237895,240429,232085,22743 +2021-07-28,135772.0,172515.0,222887.0,227486.0,222096.0,20986.0,151802,187810,237895,240429,232085,22743 +2021-07-29,135779.0,172529.0,222894.0,227500.0,222096.0,20986.0,151802,187810,237895,240429,232085,22743 +2021-07-30,135793.0,172543.0,222908.0,227507.0,222103.0,20986.0,151802,187810,237895,240429,232085,22743 +2021-07-31,135800.0,172557.0,222922.0,227514.0,222110.0,20986.0,151802,187810,237895,240429,232085,22743 +2021-08-01,135807.0,172557.0,222922.0,227514.0,222110.0,20986.0,151802,187810,237895,240429,232085,22743 +2021-08-02,135814.0,172564.0,222929.0,227521.0,222117.0,20986.0,151802,187810,237895,240429,232085,22743 +2021-08-03,135828.0,172578.0,222943.0,227528.0,222117.0,20993.0,151802,187810,237895,240429,232085,22743 +2021-08-04,135835.0,172585.0,222950.0,227535.0,222124.0,20993.0,151802,187810,237895,240429,232085,22743 +2021-08-05,135849.0,172592.0,222964.0,227542.0,222131.0,20993.0,151802,187810,237895,240429,232085,22743 +2021-08-06,135863.0,172606.0,222971.0,227549.0,222138.0,20993.0,151802,187810,237895,240429,232085,22743 +2021-08-07,135877.0,172613.0,222978.0,227556.0,222145.0,20993.0,151802,187810,237895,240429,232085,22743 +2021-08-08,135884.0,172613.0,222985.0,227563.0,222145.0,20993.0,151802,187810,237895,240429,232085,22743 +2021-08-09,135891.0,172620.0,222992.0,227563.0,222145.0,20993.0,151802,187810,237895,240429,232085,22743 +2021-08-10,135898.0,172627.0,222999.0,227563.0,222152.0,20993.0,151802,187810,237895,240429,232085,22743 +2021-08-11,135912.0,172634.0,223006.0,227570.0,222159.0,20993.0,151802,187810,237895,240429,232085,22743 +2021-08-12,135926.0,172648.0,223027.0,227570.0,222166.0,20993.0,151802,187810,237895,240429,232085,22743 +2021-08-13,135940.0,172655.0,223034.0,227577.0,222173.0,20993.0,151802,187810,237895,240429,232085,22743 +2021-08-14,135947.0,172662.0,223041.0,227584.0,222180.0,20993.0,151802,187810,237895,240429,232085,22743 +2021-08-15,135947.0,172669.0,223041.0,227591.0,222180.0,20993.0,151802,187810,237895,240429,232085,22743 +2021-08-16,135954.0,172676.0,223048.0,227598.0,222187.0,20993.0,151802,187810,237895,240429,232085,22743 +2021-08-17,135961.0,172676.0,223055.0,227605.0,222187.0,20993.0,151802,187810,237895,240429,232085,22743 +2021-08-18,135975.0,172683.0,223069.0,227605.0,222187.0,21000.0,151802,187810,237895,240429,232085,22743 +2021-08-19,135989.0,172697.0,223076.0,227612.0,222194.0,21000.0,151802,187810,237895,240429,232085,22743 +2021-08-20,136003.0,172704.0,223083.0,227619.0,222201.0,21000.0,151802,187810,237895,240429,232085,22743 +2021-08-21,136017.0,172711.0,223090.0,227626.0,222201.0,21000.0,151802,187810,237895,240429,232085,22743 +2021-08-22,136024.0,172711.0,223097.0,227626.0,222201.0,21007.0,151802,187810,237895,240429,232085,22743 +2021-08-23,136024.0,172718.0,223097.0,227633.0,222201.0,21007.0,151802,187810,237895,240429,232085,22743 +2021-08-24,136031.0,172725.0,223104.0,227640.0,222208.0,21007.0,151802,187810,237895,240429,232085,22743 +2021-08-25,136038.0,172739.0,223111.0,227640.0,222215.0,21007.0,151802,187810,237895,240429,232085,22743 +2021-08-26,136052.0,172746.0,223125.0,227647.0,222215.0,21014.0,151802,187810,237895,240429,232085,22743 +2021-08-27,136059.0,172753.0,223132.0,227654.0,222222.0,21014.0,151802,187810,237895,240429,232085,22743 +2021-08-28,136059.0,172767.0,223139.0,227661.0,222222.0,21014.0,151802,187810,237895,240429,232085,22743 +2021-08-29,136066.0,172767.0,223146.0,227661.0,222222.0,21014.0,151802,187810,237895,240429,232085,22743 +2021-08-30,136066.0,172774.0,223146.0,227661.0,222222.0,21014.0,151802,187810,237895,240429,232085,22743 +2021-08-31,136073.0,172774.0,223146.0,227668.0,222229.0,21014.0,151802,187810,237895,240429,232085,22743 +2021-09-01,136080.0,172781.0,223153.0,227668.0,222236.0,21014.0,151802,187810,237895,240429,232085,22743 diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 65-69 population by psychosis schiz bipolar_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 65-69 population by psychosis schiz bipolar_tpp.csv index d6acf7f..a05005f 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 65-69 population by psychosis schiz bipolar_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 65-69 population by psychosis schiz bipolar_tpp.csv @@ -1,258 +1,272 @@ covid_vacc_date,no,yes,no_total,yes_total -2020-12-02,0.0,0.0,1061333,11690 -2020-12-04,0.0,0.0,1061333,11690 -2020-12-08,63.0,0.0,1061333,11690 -2020-12-09,182.0,0.0,1061333,11690 -2020-12-10,287.0,0.0,1061333,11690 -2020-12-11,420.0,0.0,1061333,11690 -2020-12-12,518.0,0.0,1061333,11690 -2020-12-13,595.0,0.0,1061333,11690 -2020-12-14,707.0,0.0,1061333,11690 -2020-12-15,924.0,0.0,1061333,11690 -2020-12-16,1155.0,0.0,1061333,11690 -2020-12-17,1449.0,7.0,1061333,11690 -2020-12-18,1785.0,7.0,1061333,11690 -2020-12-19,2093.0,7.0,1061333,11690 -2020-12-20,2436.0,14.0,1061333,11690 -2020-12-21,2849.0,14.0,1061333,11690 -2020-12-22,3255.0,14.0,1061333,11690 -2020-12-23,3759.0,14.0,1061333,11690 -2020-12-24,4004.0,14.0,1061333,11690 -2020-12-25,4004.0,14.0,1061333,11690 -2020-12-26,4011.0,14.0,1061333,11690 -2020-12-27,4081.0,14.0,1061333,11690 -2020-12-28,4186.0,14.0,1061333,11690 -2020-12-29,4515.0,21.0,1061333,11690 -2020-12-30,5313.0,28.0,1061333,11690 -2020-12-31,6125.0,28.0,1061333,11690 -2021-01-01,6307.0,35.0,1061333,11690 -2021-01-02,6489.0,35.0,1061333,11690 -2021-01-03,6622.0,35.0,1061333,11690 -2021-01-04,6909.0,35.0,1061333,11690 -2021-01-05,7441.0,35.0,1061333,11690 -2021-01-06,8281.0,42.0,1061333,11690 -2021-01-07,9660.0,49.0,1061333,11690 -2021-01-08,11228.0,70.0,1061333,11690 -2021-01-09,12670.0,70.0,1061333,11690 -2021-01-10,13370.0,77.0,1061333,11690 -2021-01-11,14231.0,91.0,1061333,11690 -2021-01-12,15449.0,98.0,1061333,11690 -2021-01-13,17003.0,112.0,1061333,11690 -2021-01-14,18837.0,140.0,1061333,11690 -2021-01-15,20979.0,161.0,1061333,11690 -2021-01-16,22813.0,175.0,1061333,11690 -2021-01-17,23968.0,182.0,1061333,11690 -2021-01-18,25235.0,196.0,1061333,11690 -2021-01-19,27062.0,210.0,1061333,11690 -2021-01-20,29281.0,252.0,1061333,11690 -2021-01-21,31934.0,287.0,1061333,11690 -2021-01-22,35714.0,329.0,1061333,11690 -2021-01-23,38934.0,357.0,1061333,11690 -2021-01-24,40838.0,371.0,1061333,11690 -2021-01-25,42679.0,385.0,1061333,11690 -2021-01-26,44954.0,406.0,1061333,11690 -2021-01-27,47642.0,441.0,1061333,11690 -2021-01-28,51338.0,476.0,1061333,11690 -2021-01-29,55839.0,525.0,1061333,11690 -2021-01-30,59479.0,560.0,1061333,11690 -2021-01-31,63252.0,588.0,1061333,11690 -2021-02-01,69069.0,637.0,1061333,11690 -2021-02-02,75278.0,714.0,1061333,11690 -2021-02-03,83370.0,798.0,1061333,11690 -2021-02-04,93555.0,903.0,1061333,11690 -2021-02-05,104839.0,1036.0,1061333,11690 -2021-02-06,120974.0,1176.0,1061333,11690 -2021-02-07,130207.0,1274.0,1061333,11690 -2021-02-08,141841.0,1386.0,1061333,11690 -2021-02-09,168931.0,1603.0,1061333,11690 -2021-02-10,213101.0,1981.0,1061333,11690 -2021-02-11,276479.0,2527.0,1061333,11690 -2021-02-12,349293.0,3171.0,1061333,11690 -2021-02-13,434000.0,3927.0,1061333,11690 -2021-02-14,470834.0,4186.0,1061333,11690 -2021-02-15,511070.0,4508.0,1061333,11690 -2021-02-16,564382.0,4970.0,1061333,11690 -2021-02-17,623343.0,5495.0,1061333,11690 -2021-02-18,669263.0,5964.0,1061333,11690 -2021-02-19,704900.0,6307.0,1061333,11690 -2021-02-20,735707.0,6608.0,1061333,11690 -2021-02-21,747509.0,6734.0,1061333,11690 -2021-02-22,763959.0,6916.0,1061333,11690 -2021-02-23,782747.0,7133.0,1061333,11690 -2021-02-24,807730.0,7420.0,1061333,11690 -2021-02-25,830970.0,7707.0,1061333,11690 -2021-02-26,853755.0,8001.0,1061333,11690 -2021-02-27,869533.0,8183.0,1061333,11690 -2021-02-28,877856.0,8253.0,1061333,11690 -2021-03-01,883043.0,8323.0,1061333,11690 -2021-03-02,888573.0,8393.0,1061333,11690 -2021-03-03,895027.0,8498.0,1061333,11690 -2021-03-04,904246.0,8631.0,1061333,11690 -2021-03-05,913738.0,8778.0,1061333,11690 -2021-03-06,922341.0,8911.0,1061333,11690 -2021-03-07,924399.0,8932.0,1061333,11690 -2021-03-08,927710.0,8988.0,1061333,11690 -2021-03-09,930804.0,9051.0,1061333,11690 -2021-03-10,933695.0,9114.0,1061333,11690 -2021-03-11,936397.0,9170.0,1061333,11690 -2021-03-12,940597.0,9254.0,1061333,11690 -2021-03-13,945910.0,9352.0,1061333,11690 -2021-03-14,948647.0,9387.0,1061333,11690 -2021-03-15,952098.0,9450.0,1061333,11690 -2021-03-16,954989.0,9506.0,1061333,11690 -2021-03-17,957313.0,9555.0,1061333,11690 -2021-03-18,959847.0,9611.0,1061333,11690 -2021-03-19,962080.0,9660.0,1061333,11690 -2021-03-20,965041.0,9723.0,1061333,11690 -2021-03-21,965916.0,9737.0,1061333,11690 -2021-03-22,966973.0,9765.0,1061333,11690 -2021-03-23,968072.0,9793.0,1061333,11690 -2021-03-24,969227.0,9821.0,1061333,11690 -2021-03-25,970389.0,9849.0,1061333,11690 -2021-03-26,971523.0,9877.0,1061333,11690 -2021-03-27,972972.0,9898.0,1061333,11690 -2021-03-28,973630.0,9919.0,1061333,11690 -2021-03-29,974337.0,9933.0,1061333,11690 -2021-03-30,975121.0,9947.0,1061333,11690 -2021-03-31,975898.0,9975.0,1061333,11690 -2021-04-01,976416.0,9989.0,1061333,11690 -2021-04-02,976654.0,9996.0,1061333,11690 -2021-04-03,976906.0,10003.0,1061333,11690 -2021-04-04,977011.0,10003.0,1061333,11690 -2021-04-05,977088.0,10003.0,1061333,11690 -2021-04-06,977326.0,10003.0,1061333,11690 -2021-04-07,977641.0,10017.0,1061333,11690 -2021-04-08,977977.0,10024.0,1061333,11690 -2021-04-09,978355.0,10038.0,1061333,11690 -2021-04-10,978733.0,10045.0,1061333,11690 -2021-04-11,978873.0,10052.0,1061333,11690 -2021-04-12,979055.0,10052.0,1061333,11690 -2021-04-13,979265.0,10059.0,1061333,11690 -2021-04-14,979475.0,10066.0,1061333,11690 -2021-04-15,979699.0,10073.0,1061333,11690 -2021-04-16,979923.0,10080.0,1061333,11690 -2021-04-17,980154.0,10080.0,1061333,11690 -2021-04-18,980252.0,10087.0,1061333,11690 -2021-04-19,980371.0,10087.0,1061333,11690 -2021-04-20,980539.0,10101.0,1061333,11690 -2021-04-21,980714.0,10108.0,1061333,11690 -2021-04-22,980889.0,10115.0,1061333,11690 -2021-04-23,981113.0,10115.0,1061333,11690 -2021-04-24,981330.0,10122.0,1061333,11690 -2021-04-25,981442.0,10122.0,1061333,11690 -2021-04-26,981575.0,10129.0,1061333,11690 -2021-04-27,981743.0,10136.0,1061333,11690 -2021-04-28,981967.0,10143.0,1061333,11690 -2021-04-29,982233.0,10157.0,1061333,11690 -2021-04-30,982443.0,10164.0,1061333,11690 -2021-05-01,982639.0,10171.0,1061333,11690 -2021-05-02,982744.0,10171.0,1061333,11690 -2021-05-03,982821.0,10171.0,1061333,11690 -2021-05-04,982961.0,10178.0,1061333,11690 -2021-05-05,983178.0,10178.0,1061333,11690 -2021-05-06,983472.0,10178.0,1061333,11690 -2021-05-07,983710.0,10185.0,1061333,11690 -2021-05-08,983920.0,10192.0,1061333,11690 -2021-05-09,984025.0,10199.0,1061333,11690 -2021-05-10,984193.0,10199.0,1061333,11690 -2021-05-11,984389.0,10199.0,1061333,11690 -2021-05-12,984627.0,10213.0,1061333,11690 -2021-05-13,984865.0,10213.0,1061333,11690 -2021-05-14,985096.0,10220.0,1061333,11690 -2021-05-15,985306.0,10220.0,1061333,11690 -2021-05-16,985411.0,10220.0,1061333,11690 -2021-05-17,985530.0,10227.0,1061333,11690 -2021-05-18,985712.0,10227.0,1061333,11690 -2021-05-19,985957.0,10234.0,1061333,11690 -2021-05-20,986181.0,10241.0,1061333,11690 -2021-05-21,986335.0,10241.0,1061333,11690 -2021-05-22,986524.0,10241.0,1061333,11690 -2021-05-23,986608.0,10248.0,1061333,11690 -2021-05-24,986706.0,10248.0,1061333,11690 -2021-05-25,986860.0,10255.0,1061333,11690 -2021-05-26,987035.0,10262.0,1061333,11690 -2021-05-27,987217.0,10262.0,1061333,11690 -2021-05-28,987385.0,10269.0,1061333,11690 -2021-05-29,987525.0,10276.0,1061333,11690 -2021-05-30,987602.0,10276.0,1061333,11690 -2021-05-31,987658.0,10276.0,1061333,11690 -2021-06-01,987735.0,10276.0,1061333,11690 -2021-06-02,987833.0,10276.0,1061333,11690 -2021-06-03,987952.0,10283.0,1061333,11690 -2021-06-04,988071.0,10283.0,1061333,11690 -2021-06-05,988197.0,10290.0,1061333,11690 -2021-06-06,988260.0,10290.0,1061333,11690 -2021-06-07,988337.0,10290.0,1061333,11690 -2021-06-08,988428.0,10297.0,1061333,11690 -2021-06-09,988533.0,10304.0,1061333,11690 -2021-06-10,988645.0,10311.0,1061333,11690 -2021-06-11,988764.0,10311.0,1061333,11690 -2021-06-12,988855.0,10311.0,1061333,11690 -2021-06-13,988904.0,10311.0,1061333,11690 -2021-06-14,988967.0,10311.0,1061333,11690 -2021-06-15,989051.0,10318.0,1061333,11690 -2021-06-16,989128.0,10318.0,1061333,11690 -2021-06-17,989233.0,10325.0,1061333,11690 -2021-06-18,989310.0,10325.0,1061333,11690 -2021-06-19,989415.0,10332.0,1061333,11690 -2021-06-20,989450.0,10332.0,1061333,11690 -2021-06-21,989492.0,10332.0,1061333,11690 -2021-06-22,989569.0,10339.0,1061333,11690 -2021-06-23,989646.0,10339.0,1061333,11690 -2021-06-24,989730.0,10346.0,1061333,11690 -2021-06-25,989821.0,10346.0,1061333,11690 -2021-06-26,989961.0,10353.0,1061333,11690 -2021-06-27,990045.0,10353.0,1061333,11690 -2021-06-28,990087.0,10360.0,1061333,11690 -2021-06-29,990150.0,10360.0,1061333,11690 -2021-06-30,990220.0,10360.0,1061333,11690 -2021-07-01,990311.0,10367.0,1061333,11690 -2021-07-02,990388.0,10374.0,1061333,11690 -2021-07-03,990472.0,10374.0,1061333,11690 -2021-07-04,990507.0,10374.0,1061333,11690 -2021-07-05,990549.0,10374.0,1061333,11690 -2021-07-06,990598.0,10374.0,1061333,11690 -2021-07-07,990647.0,10381.0,1061333,11690 -2021-07-08,990731.0,10381.0,1061333,11690 -2021-07-09,990801.0,10388.0,1061333,11690 -2021-07-10,990878.0,10388.0,1061333,11690 -2021-07-11,990927.0,10395.0,1061333,11690 -2021-07-12,990962.0,10395.0,1061333,11690 -2021-07-13,991011.0,10395.0,1061333,11690 -2021-07-14,991074.0,10395.0,1061333,11690 -2021-07-15,991158.0,10395.0,1061333,11690 -2021-07-16,991228.0,10395.0,1061333,11690 -2021-07-17,991298.0,10402.0,1061333,11690 -2021-07-18,991347.0,10402.0,1061333,11690 -2021-07-19,991382.0,10402.0,1061333,11690 -2021-07-20,991431.0,10402.0,1061333,11690 -2021-07-21,991487.0,10402.0,1061333,11690 -2021-07-22,991536.0,10409.0,1061333,11690 -2021-07-23,991578.0,10409.0,1061333,11690 -2021-07-24,991641.0,10409.0,1061333,11690 -2021-07-25,991662.0,10409.0,1061333,11690 -2021-07-26,991697.0,10409.0,1061333,11690 -2021-07-27,991739.0,10409.0,1061333,11690 -2021-07-28,991774.0,10409.0,1061333,11690 -2021-07-29,991830.0,10409.0,1061333,11690 -2021-07-30,991879.0,10409.0,1061333,11690 -2021-07-31,991928.0,10416.0,1061333,11690 -2021-08-01,991935.0,10416.0,1061333,11690 -2021-08-02,991977.0,10416.0,1061333,11690 -2021-08-03,992012.0,10416.0,1061333,11690 -2021-08-04,992054.0,10416.0,1061333,11690 -2021-08-05,992096.0,10416.0,1061333,11690 -2021-08-06,992138.0,10416.0,1061333,11690 -2021-08-07,992187.0,10416.0,1061333,11690 -2021-08-08,992208.0,10423.0,1061333,11690 -2021-08-09,992229.0,10423.0,1061333,11690 -2021-08-10,992257.0,10423.0,1061333,11690 -2021-08-11,992292.0,10423.0,1061333,11690 -2021-08-12,992341.0,10430.0,1061333,11690 -2021-08-13,992383.0,10430.0,1061333,11690 -2021-08-14,992425.0,10430.0,1061333,11690 -2021-08-15,992439.0,10430.0,1061333,11690 -2021-08-16,992467.0,10430.0,1061333,11690 -2021-08-17,992488.0,10430.0,1061333,11690 -2021-08-18,992523.0,10437.0,1061333,11690 -2021-08-19,992530.0,10437.0,1061333,11690 +2020-12-02,0.0,0.0,1061074,11690 +2020-12-03,0.0,0.0,1061074,11690 +2020-12-04,7.0,0.0,1061074,11690 +2020-12-08,63.0,0.0,1061074,11690 +2020-12-09,182.0,0.0,1061074,11690 +2020-12-10,294.0,0.0,1061074,11690 +2020-12-11,420.0,0.0,1061074,11690 +2020-12-12,518.0,0.0,1061074,11690 +2020-12-13,602.0,0.0,1061074,11690 +2020-12-14,714.0,0.0,1061074,11690 +2020-12-15,924.0,0.0,1061074,11690 +2020-12-16,1155.0,0.0,1061074,11690 +2020-12-17,1456.0,7.0,1061074,11690 +2020-12-18,1785.0,7.0,1061074,11690 +2020-12-19,2093.0,7.0,1061074,11690 +2020-12-20,2443.0,14.0,1061074,11690 +2020-12-21,2856.0,14.0,1061074,11690 +2020-12-22,3255.0,14.0,1061074,11690 +2020-12-23,3766.0,14.0,1061074,11690 +2020-12-24,4004.0,14.0,1061074,11690 +2020-12-25,4011.0,14.0,1061074,11690 +2020-12-26,4018.0,14.0,1061074,11690 +2020-12-27,4081.0,14.0,1061074,11690 +2020-12-28,4193.0,14.0,1061074,11690 +2020-12-29,4522.0,21.0,1061074,11690 +2020-12-30,5320.0,28.0,1061074,11690 +2020-12-31,6132.0,28.0,1061074,11690 +2021-01-01,6314.0,35.0,1061074,11690 +2021-01-02,6496.0,35.0,1061074,11690 +2021-01-03,6629.0,35.0,1061074,11690 +2021-01-04,6909.0,35.0,1061074,11690 +2021-01-05,7441.0,35.0,1061074,11690 +2021-01-06,8281.0,42.0,1061074,11690 +2021-01-07,9667.0,49.0,1061074,11690 +2021-01-08,11228.0,70.0,1061074,11690 +2021-01-09,12670.0,70.0,1061074,11690 +2021-01-10,13377.0,77.0,1061074,11690 +2021-01-11,14231.0,91.0,1061074,11690 +2021-01-12,15449.0,98.0,1061074,11690 +2021-01-13,17003.0,112.0,1061074,11690 +2021-01-14,18837.0,140.0,1061074,11690 +2021-01-15,20979.0,161.0,1061074,11690 +2021-01-16,22813.0,175.0,1061074,11690 +2021-01-17,23975.0,182.0,1061074,11690 +2021-01-18,25235.0,196.0,1061074,11690 +2021-01-19,27062.0,210.0,1061074,11690 +2021-01-20,29281.0,252.0,1061074,11690 +2021-01-21,31941.0,280.0,1061074,11690 +2021-01-22,35714.0,322.0,1061074,11690 +2021-01-23,38934.0,357.0,1061074,11690 +2021-01-24,40831.0,371.0,1061074,11690 +2021-01-25,42672.0,385.0,1061074,11690 +2021-01-26,44947.0,406.0,1061074,11690 +2021-01-27,47628.0,441.0,1061074,11690 +2021-01-28,51324.0,476.0,1061074,11690 +2021-01-29,55825.0,525.0,1061074,11690 +2021-01-30,59458.0,560.0,1061074,11690 +2021-01-31,63238.0,588.0,1061074,11690 +2021-02-01,69048.0,637.0,1061074,11690 +2021-02-02,75264.0,714.0,1061074,11690 +2021-02-03,83342.0,798.0,1061074,11690 +2021-02-04,93520.0,903.0,1061074,11690 +2021-02-05,104783.0,1036.0,1061074,11690 +2021-02-06,120918.0,1176.0,1061074,11690 +2021-02-07,130249.0,1281.0,1061074,11690 +2021-02-08,141876.0,1393.0,1061074,11690 +2021-02-09,168945.0,1603.0,1061074,11690 +2021-02-10,213087.0,1981.0,1061074,11690 +2021-02-11,276493.0,2534.0,1061074,11690 +2021-02-12,349279.0,3171.0,1061074,11690 +2021-02-13,433909.0,3934.0,1061074,11690 +2021-02-14,470715.0,4186.0,1061074,11690 +2021-02-15,510930.0,4508.0,1061074,11690 +2021-02-16,564200.0,4970.0,1061074,11690 +2021-02-17,623105.0,5495.0,1061074,11690 +2021-02-18,668997.0,5964.0,1061074,11690 +2021-02-19,704606.0,6300.0,1061074,11690 +2021-02-20,735399.0,6608.0,1061074,11690 +2021-02-21,747194.0,6734.0,1061074,11690 +2021-02-22,763623.0,6916.0,1061074,11690 +2021-02-23,782404.0,7133.0,1061074,11690 +2021-02-24,807380.0,7413.0,1061074,11690 +2021-02-25,830599.0,7700.0,1061074,11690 +2021-02-26,853370.0,7994.0,1061074,11690 +2021-02-27,869134.0,8176.0,1061074,11690 +2021-02-28,877464.0,8246.0,1061074,11690 +2021-03-01,882644.0,8316.0,1061074,11690 +2021-03-02,888181.0,8386.0,1061074,11690 +2021-03-03,894621.0,8491.0,1061074,11690 +2021-03-04,903833.0,8624.0,1061074,11690 +2021-03-05,913318.0,8771.0,1061074,11690 +2021-03-06,921921.0,8904.0,1061074,11690 +2021-03-07,923972.0,8925.0,1061074,11690 +2021-03-08,927283.0,8981.0,1061074,11690 +2021-03-09,930370.0,9044.0,1061074,11690 +2021-03-10,933254.0,9107.0,1061074,11690 +2021-03-11,935963.0,9156.0,1061074,11690 +2021-03-12,940156.0,9247.0,1061074,11690 +2021-03-13,945469.0,9345.0,1061074,11690 +2021-03-14,948206.0,9380.0,1061074,11690 +2021-03-15,951657.0,9436.0,1061074,11690 +2021-03-16,954555.0,9499.0,1061074,11690 +2021-03-17,956879.0,9548.0,1061074,11690 +2021-03-18,959413.0,9604.0,1061074,11690 +2021-03-19,961639.0,9653.0,1061074,11690 +2021-03-20,964600.0,9716.0,1061074,11690 +2021-03-21,965475.0,9730.0,1061074,11690 +2021-03-22,966525.0,9758.0,1061074,11690 +2021-03-23,967631.0,9786.0,1061074,11690 +2021-03-24,968779.0,9807.0,1061074,11690 +2021-03-25,969948.0,9842.0,1061074,11690 +2021-03-26,971075.0,9870.0,1061074,11690 +2021-03-27,972524.0,9891.0,1061074,11690 +2021-03-28,973182.0,9912.0,1061074,11690 +2021-03-29,973889.0,9919.0,1061074,11690 +2021-03-30,974673.0,9940.0,1061074,11690 +2021-03-31,975450.0,9968.0,1061074,11690 +2021-04-01,975961.0,9982.0,1061074,11690 +2021-04-02,976199.0,9989.0,1061074,11690 +2021-04-03,976451.0,9996.0,1061074,11690 +2021-04-04,976556.0,9996.0,1061074,11690 +2021-04-05,976633.0,9996.0,1061074,11690 +2021-04-06,976871.0,9996.0,1061074,11690 +2021-04-07,977186.0,10010.0,1061074,11690 +2021-04-08,977522.0,10017.0,1061074,11690 +2021-04-09,977900.0,10031.0,1061074,11690 +2021-04-10,978278.0,10038.0,1061074,11690 +2021-04-11,978418.0,10038.0,1061074,11690 +2021-04-12,978600.0,10045.0,1061074,11690 +2021-04-13,978810.0,10052.0,1061074,11690 +2021-04-14,979020.0,10059.0,1061074,11690 +2021-04-15,979244.0,10066.0,1061074,11690 +2021-04-16,979468.0,10073.0,1061074,11690 +2021-04-17,979699.0,10073.0,1061074,11690 +2021-04-18,979804.0,10080.0,1061074,11690 +2021-04-19,979916.0,10080.0,1061074,11690 +2021-04-20,980084.0,10087.0,1061074,11690 +2021-04-21,980266.0,10094.0,1061074,11690 +2021-04-22,980441.0,10108.0,1061074,11690 +2021-04-23,980665.0,10108.0,1061074,11690 +2021-04-24,980882.0,10115.0,1061074,11690 +2021-04-25,980994.0,10115.0,1061074,11690 +2021-04-26,981134.0,10122.0,1061074,11690 +2021-04-27,981295.0,10129.0,1061074,11690 +2021-04-28,981526.0,10136.0,1061074,11690 +2021-04-29,981785.0,10150.0,1061074,11690 +2021-04-30,981995.0,10157.0,1061074,11690 +2021-05-01,982191.0,10164.0,1061074,11690 +2021-05-02,982296.0,10164.0,1061074,11690 +2021-05-03,982373.0,10164.0,1061074,11690 +2021-05-04,982513.0,10171.0,1061074,11690 +2021-05-05,982730.0,10171.0,1061074,11690 +2021-05-06,983024.0,10171.0,1061074,11690 +2021-05-07,983262.0,10178.0,1061074,11690 +2021-05-08,983465.0,10185.0,1061074,11690 +2021-05-09,983570.0,10185.0,1061074,11690 +2021-05-10,983738.0,10192.0,1061074,11690 +2021-05-11,983934.0,10192.0,1061074,11690 +2021-05-12,984172.0,10199.0,1061074,11690 +2021-05-13,984410.0,10206.0,1061074,11690 +2021-05-14,984634.0,10213.0,1061074,11690 +2021-05-15,984851.0,10213.0,1061074,11690 +2021-05-16,984956.0,10213.0,1061074,11690 +2021-05-17,985068.0,10213.0,1061074,11690 +2021-05-18,985257.0,10220.0,1061074,11690 +2021-05-19,985502.0,10227.0,1061074,11690 +2021-05-20,985726.0,10234.0,1061074,11690 +2021-05-21,985887.0,10234.0,1061074,11690 +2021-05-22,986069.0,10234.0,1061074,11690 +2021-05-23,986153.0,10241.0,1061074,11690 +2021-05-24,986258.0,10241.0,1061074,11690 +2021-05-25,986405.0,10248.0,1061074,11690 +2021-05-26,986580.0,10248.0,1061074,11690 +2021-05-27,986762.0,10255.0,1061074,11690 +2021-05-28,986937.0,10262.0,1061074,11690 +2021-05-29,987070.0,10269.0,1061074,11690 +2021-05-30,987154.0,10269.0,1061074,11690 +2021-05-31,987203.0,10269.0,1061074,11690 +2021-06-01,987287.0,10269.0,1061074,11690 +2021-06-02,987385.0,10269.0,1061074,11690 +2021-06-03,987504.0,10276.0,1061074,11690 +2021-06-04,987616.0,10276.0,1061074,11690 +2021-06-05,987742.0,10283.0,1061074,11690 +2021-06-06,987812.0,10283.0,1061074,11690 +2021-06-07,987889.0,10283.0,1061074,11690 +2021-06-08,987987.0,10290.0,1061074,11690 +2021-06-09,988092.0,10290.0,1061074,11690 +2021-06-10,988197.0,10297.0,1061074,11690 +2021-06-11,988323.0,10304.0,1061074,11690 +2021-06-12,988414.0,10304.0,1061074,11690 +2021-06-13,988463.0,10304.0,1061074,11690 +2021-06-14,988526.0,10304.0,1061074,11690 +2021-06-15,988603.0,10304.0,1061074,11690 +2021-06-16,988680.0,10311.0,1061074,11690 +2021-06-17,988785.0,10318.0,1061074,11690 +2021-06-18,988869.0,10318.0,1061074,11690 +2021-06-19,988967.0,10325.0,1061074,11690 +2021-06-20,989002.0,10325.0,1061074,11690 +2021-06-21,989044.0,10325.0,1061074,11690 +2021-06-22,989121.0,10325.0,1061074,11690 +2021-06-23,989198.0,10332.0,1061074,11690 +2021-06-24,989282.0,10339.0,1061074,11690 +2021-06-25,989373.0,10339.0,1061074,11690 +2021-06-26,989513.0,10346.0,1061074,11690 +2021-06-27,989590.0,10346.0,1061074,11690 +2021-06-28,989632.0,10353.0,1061074,11690 +2021-06-29,989702.0,10353.0,1061074,11690 +2021-06-30,989765.0,10353.0,1061074,11690 +2021-07-01,989856.0,10360.0,1061074,11690 +2021-07-02,989940.0,10360.0,1061074,11690 +2021-07-03,990017.0,10367.0,1061074,11690 +2021-07-04,990052.0,10367.0,1061074,11690 +2021-07-05,990101.0,10367.0,1061074,11690 +2021-07-06,990150.0,10367.0,1061074,11690 +2021-07-07,990199.0,10367.0,1061074,11690 +2021-07-08,990283.0,10374.0,1061074,11690 +2021-07-09,990353.0,10374.0,1061074,11690 +2021-07-10,990430.0,10381.0,1061074,11690 +2021-07-11,990479.0,10381.0,1061074,11690 +2021-07-12,990514.0,10381.0,1061074,11690 +2021-07-13,990563.0,10388.0,1061074,11690 +2021-07-14,990626.0,10388.0,1061074,11690 +2021-07-15,990710.0,10388.0,1061074,11690 +2021-07-16,990787.0,10388.0,1061074,11690 +2021-07-17,990857.0,10395.0,1061074,11690 +2021-07-18,990906.0,10395.0,1061074,11690 +2021-07-19,990934.0,10395.0,1061074,11690 +2021-07-20,990990.0,10395.0,1061074,11690 +2021-07-21,991039.0,10395.0,1061074,11690 +2021-07-22,991088.0,10395.0,1061074,11690 +2021-07-23,991137.0,10402.0,1061074,11690 +2021-07-24,991193.0,10402.0,1061074,11690 +2021-07-25,991221.0,10402.0,1061074,11690 +2021-07-26,991249.0,10402.0,1061074,11690 +2021-07-27,991298.0,10402.0,1061074,11690 +2021-07-28,991333.0,10402.0,1061074,11690 +2021-07-29,991382.0,10402.0,1061074,11690 +2021-07-30,991438.0,10402.0,1061074,11690 +2021-07-31,991487.0,10402.0,1061074,11690 +2021-08-01,991494.0,10402.0,1061074,11690 +2021-08-02,991536.0,10409.0,1061074,11690 +2021-08-03,991578.0,10409.0,1061074,11690 +2021-08-04,991613.0,10409.0,1061074,11690 +2021-08-05,991662.0,10409.0,1061074,11690 +2021-08-06,991704.0,10409.0,1061074,11690 +2021-08-07,991746.0,10409.0,1061074,11690 +2021-08-08,991774.0,10416.0,1061074,11690 +2021-08-09,991788.0,10416.0,1061074,11690 +2021-08-10,991816.0,10416.0,1061074,11690 +2021-08-11,991858.0,10416.0,1061074,11690 +2021-08-12,991907.0,10423.0,1061074,11690 +2021-08-13,991949.0,10423.0,1061074,11690 +2021-08-14,991984.0,10423.0,1061074,11690 +2021-08-15,991998.0,10423.0,1061074,11690 +2021-08-16,992033.0,10423.0,1061074,11690 +2021-08-17,992054.0,10423.0,1061074,11690 +2021-08-18,992096.0,10430.0,1061074,11690 +2021-08-19,992138.0,10430.0,1061074,11690 +2021-08-20,992180.0,10430.0,1061074,11690 +2021-08-21,992215.0,10430.0,1061074,11690 +2021-08-22,992236.0,10430.0,1061074,11690 +2021-08-23,992264.0,10430.0,1061074,11690 +2021-08-24,992292.0,10430.0,1061074,11690 +2021-08-25,992320.0,10430.0,1061074,11690 +2021-08-26,992362.0,10430.0,1061074,11690 +2021-08-27,992397.0,10437.0,1061074,11690 +2021-08-28,992425.0,10437.0,1061074,11690 +2021-08-29,992432.0,10437.0,1061074,11690 +2021-08-30,992439.0,10437.0,1061074,11690 +2021-08-31,992460.0,10437.0,1061074,11690 +2021-09-01,992488.0,10437.0,1061074,11690 diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 70-79 population by LD_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 70-79 population by LD_tpp.csv index f2db2cb..ce2be87 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 70-79 population by LD_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 70-79 population by LD_tpp.csv @@ -1,260 +1,274 @@ covid_vacc_date,no,yes,no_total,yes_total -2020-12-01,0.0,0.0,2059694,2989 -2020-12-02,0.0,0.0,2059694,2989 -2020-12-04,7.0,0.0,2059694,2989 -2020-12-07,7.0,0.0,2059694,2989 -2020-12-08,42.0,0.0,2059694,2989 -2020-12-09,112.0,0.0,2059694,2989 -2020-12-10,182.0,0.0,2059694,2989 -2020-12-11,252.0,0.0,2059694,2989 -2020-12-12,315.0,0.0,2059694,2989 -2020-12-13,350.0,0.0,2059694,2989 -2020-12-14,434.0,0.0,2059694,2989 -2020-12-15,644.0,0.0,2059694,2989 -2020-12-16,917.0,0.0,2059694,2989 -2020-12-17,1547.0,0.0,2059694,2989 -2020-12-18,2107.0,0.0,2059694,2989 -2020-12-19,2779.0,0.0,2059694,2989 -2020-12-20,3339.0,0.0,2059694,2989 -2020-12-21,3997.0,0.0,2059694,2989 -2020-12-22,4606.0,0.0,2059694,2989 -2020-12-23,5334.0,0.0,2059694,2989 -2020-12-24,5656.0,0.0,2059694,2989 -2020-12-25,5656.0,0.0,2059694,2989 -2020-12-26,5663.0,0.0,2059694,2989 -2020-12-27,5684.0,0.0,2059694,2989 -2020-12-28,5782.0,0.0,2059694,2989 -2020-12-29,6209.0,0.0,2059694,2989 -2020-12-30,8260.0,0.0,2059694,2989 -2020-12-31,10395.0,14.0,2059694,2989 -2021-01-01,10955.0,14.0,2059694,2989 -2021-01-02,11697.0,14.0,2059694,2989 -2021-01-03,11844.0,14.0,2059694,2989 -2021-01-04,12054.0,14.0,2059694,2989 -2021-01-05,12509.0,21.0,2059694,2989 -2021-01-06,15162.0,21.0,2059694,2989 -2021-01-07,24710.0,28.0,2059694,2989 -2021-01-08,37317.0,49.0,2059694,2989 -2021-01-09,47852.0,63.0,2059694,2989 -2021-01-10,52346.0,70.0,2059694,2989 -2021-01-11,55881.0,70.0,2059694,2989 -2021-01-12,63154.0,84.0,2059694,2989 -2021-01-13,79275.0,98.0,2059694,2989 -2021-01-14,97769.0,133.0,2059694,2989 -2021-01-15,119889.0,161.0,2059694,2989 -2021-01-16,138012.0,175.0,2059694,2989 -2021-01-17,145607.0,175.0,2059694,2989 -2021-01-18,153811.0,203.0,2059694,2989 -2021-01-19,188741.0,224.0,2059694,2989 -2021-01-20,234843.0,259.0,2059694,2989 -2021-01-21,287469.0,322.0,2059694,2989 -2021-01-22,371000.0,441.0,2059694,2989 -2021-01-23,476315.0,518.0,2059694,2989 -2021-01-24,513548.0,539.0,2059694,2989 -2021-01-25,545055.0,567.0,2059694,2989 -2021-01-26,589092.0,616.0,2059694,2989 -2021-01-27,634158.0,672.0,2059694,2989 -2021-01-28,711746.0,756.0,2059694,2989 -2021-01-29,830900.0,868.0,2059694,2989 -2021-01-30,960078.0,973.0,2059694,2989 -2021-01-31,1034383.0,1029.0,2059694,2989 -2021-02-01,1095654.0,1078.0,2059694,2989 -2021-02-02,1166970.0,1148.0,2059694,2989 -2021-02-03,1258705.0,1267.0,2059694,2989 -2021-02-04,1353702.0,1372.0,2059694,2989 -2021-02-05,1442301.0,1491.0,2059694,2989 -2021-02-06,1558109.0,1624.0,2059694,2989 -2021-02-07,1615831.0,1687.0,2059694,2989 -2021-02-08,1664208.0,1771.0,2059694,2989 -2021-02-09,1723197.0,1876.0,2059694,2989 -2021-02-10,1768221.0,1981.0,2059694,2989 -2021-02-11,1810767.0,2093.0,2059694,2989 -2021-02-12,1846215.0,2219.0,2059694,2989 -2021-02-13,1877134.0,2303.0,2059694,2989 -2021-02-14,1886234.0,2310.0,2059694,2989 -2021-02-15,1893696.0,2338.0,2059694,2989 -2021-02-16,1900080.0,2366.0,2059694,2989 -2021-02-17,1905743.0,2387.0,2059694,2989 -2021-02-18,1910202.0,2415.0,2059694,2989 -2021-02-19,1913541.0,2436.0,2059694,2989 -2021-02-20,1916537.0,2457.0,2059694,2989 -2021-02-21,1917433.0,2457.0,2059694,2989 -2021-02-22,1918854.0,2471.0,2059694,2989 -2021-02-23,1921017.0,2485.0,2059694,2989 -2021-02-24,1923922.0,2506.0,2059694,2989 -2021-02-25,1927142.0,2534.0,2059694,2989 -2021-02-26,1930138.0,2555.0,2059694,2989 -2021-02-27,1932119.0,2569.0,2059694,2989 -2021-02-28,1932889.0,2576.0,2059694,2989 -2021-03-01,1933694.0,2583.0,2059694,2989 -2021-03-02,1934667.0,2590.0,2059694,2989 -2021-03-03,1935927.0,2611.0,2059694,2989 -2021-03-04,1937684.0,2625.0,2059694,2989 -2021-03-05,1939735.0,2646.0,2059694,2989 -2021-03-06,1941289.0,2660.0,2059694,2989 -2021-03-07,1941646.0,2660.0,2059694,2989 -2021-03-08,1942325.0,2660.0,2059694,2989 -2021-03-09,1943081.0,2667.0,2059694,2989 -2021-03-10,1943900.0,2674.0,2059694,2989 -2021-03-11,1944684.0,2688.0,2059694,2989 -2021-03-12,1945783.0,2688.0,2059694,2989 -2021-03-13,1946910.0,2702.0,2059694,2989 -2021-03-14,1947344.0,2702.0,2059694,2989 -2021-03-15,1947960.0,2709.0,2059694,2989 -2021-03-16,1948632.0,2716.0,2059694,2989 -2021-03-17,1949297.0,2723.0,2059694,2989 -2021-03-18,1950060.0,2723.0,2059694,2989 -2021-03-19,1950774.0,2730.0,2059694,2989 -2021-03-20,1951474.0,2737.0,2059694,2989 -2021-03-21,1951761.0,2737.0,2059694,2989 -2021-03-22,1952167.0,2744.0,2059694,2989 -2021-03-23,1952650.0,2751.0,2059694,2989 -2021-03-24,1953217.0,2751.0,2059694,2989 -2021-03-25,1953833.0,2751.0,2059694,2989 -2021-03-26,1954512.0,2758.0,2059694,2989 -2021-03-27,1955254.0,2758.0,2059694,2989 -2021-03-28,1955569.0,2758.0,2059694,2989 -2021-03-29,1955961.0,2765.0,2059694,2989 -2021-03-30,1956437.0,2765.0,2059694,2989 -2021-03-31,1957004.0,2772.0,2059694,2989 -2021-04-01,1957473.0,2772.0,2059694,2989 -2021-04-02,1957781.0,2772.0,2059694,2989 -2021-04-03,1957998.0,2772.0,2059694,2989 -2021-04-04,1958096.0,2772.0,2059694,2989 -2021-04-05,1958145.0,2772.0,2059694,2989 -2021-04-06,1958446.0,2772.0,2059694,2989 -2021-04-07,1958852.0,2779.0,2059694,2989 -2021-04-08,1959335.0,2779.0,2059694,2989 -2021-04-09,1959797.0,2779.0,2059694,2989 -2021-04-10,1960252.0,2786.0,2059694,2989 -2021-04-11,1960448.0,2786.0,2059694,2989 -2021-04-12,1960707.0,2786.0,2059694,2989 -2021-04-13,1961036.0,2786.0,2059694,2989 -2021-04-14,1961400.0,2793.0,2059694,2989 -2021-04-15,1961785.0,2793.0,2059694,2989 -2021-04-16,1962310.0,2793.0,2059694,2989 -2021-04-17,1962702.0,2793.0,2059694,2989 -2021-04-18,1962905.0,2793.0,2059694,2989 -2021-04-19,1963143.0,2793.0,2059694,2989 -2021-04-20,1963402.0,2800.0,2059694,2989 -2021-04-21,1963738.0,2800.0,2059694,2989 -2021-04-22,1964165.0,2800.0,2059694,2989 -2021-04-23,1964578.0,2800.0,2059694,2989 -2021-04-24,1965005.0,2800.0,2059694,2989 -2021-04-25,1965327.0,2800.0,2059694,2989 -2021-04-26,1965551.0,2800.0,2059694,2989 -2021-04-27,1965831.0,2800.0,2059694,2989 -2021-04-28,1966146.0,2807.0,2059694,2989 -2021-04-29,1966482.0,2814.0,2059694,2989 -2021-04-30,1966755.0,2814.0,2059694,2989 -2021-05-01,1966986.0,2814.0,2059694,2989 -2021-05-02,1967077.0,2814.0,2059694,2989 -2021-05-03,1967147.0,2814.0,2059694,2989 -2021-05-04,1967301.0,2814.0,2059694,2989 -2021-05-05,1967490.0,2814.0,2059694,2989 -2021-05-06,1967714.0,2814.0,2059694,2989 -2021-05-07,1967903.0,2814.0,2059694,2989 -2021-05-08,1968057.0,2814.0,2059694,2989 -2021-05-09,1968127.0,2814.0,2059694,2989 -2021-05-10,1968218.0,2814.0,2059694,2989 -2021-05-11,1968358.0,2814.0,2059694,2989 -2021-05-12,1968561.0,2814.0,2059694,2989 -2021-05-13,1968778.0,2821.0,2059694,2989 -2021-05-14,1968953.0,2821.0,2059694,2989 -2021-05-15,1969142.0,2821.0,2059694,2989 -2021-05-16,1969233.0,2821.0,2059694,2989 -2021-05-17,1969324.0,2821.0,2059694,2989 -2021-05-18,1969464.0,2821.0,2059694,2989 -2021-05-19,1969667.0,2821.0,2059694,2989 -2021-05-20,1969856.0,2821.0,2059694,2989 -2021-05-21,1970017.0,2828.0,2059694,2989 -2021-05-22,1970171.0,2828.0,2059694,2989 -2021-05-23,1970241.0,2828.0,2059694,2989 -2021-05-24,1970332.0,2828.0,2059694,2989 -2021-05-25,1970458.0,2828.0,2059694,2989 -2021-05-26,1970640.0,2828.0,2059694,2989 -2021-05-27,1970794.0,2828.0,2059694,2989 -2021-05-28,1970948.0,2828.0,2059694,2989 -2021-05-29,1971081.0,2828.0,2059694,2989 -2021-05-30,1971137.0,2828.0,2059694,2989 -2021-05-31,1971172.0,2828.0,2059694,2989 -2021-06-01,1971242.0,2828.0,2059694,2989 -2021-06-02,1971347.0,2828.0,2059694,2989 -2021-06-03,1971466.0,2828.0,2059694,2989 -2021-06-04,1971557.0,2828.0,2059694,2989 -2021-06-05,1971662.0,2828.0,2059694,2989 -2021-06-06,1971718.0,2828.0,2059694,2989 -2021-06-07,1971788.0,2828.0,2059694,2989 -2021-06-08,1971879.0,2828.0,2059694,2989 -2021-06-09,1971977.0,2828.0,2059694,2989 -2021-06-10,1972096.0,2835.0,2059694,2989 -2021-06-11,1972215.0,2835.0,2059694,2989 -2021-06-12,1972313.0,2835.0,2059694,2989 -2021-06-13,1972376.0,2835.0,2059694,2989 -2021-06-14,1972453.0,2835.0,2059694,2989 -2021-06-15,1972537.0,2835.0,2059694,2989 -2021-06-16,1972656.0,2835.0,2059694,2989 -2021-06-17,1972754.0,2835.0,2059694,2989 -2021-06-18,1972838.0,2835.0,2059694,2989 -2021-06-19,1972929.0,2835.0,2059694,2989 -2021-06-20,1972971.0,2835.0,2059694,2989 -2021-06-21,1973013.0,2835.0,2059694,2989 -2021-06-22,1973083.0,2835.0,2059694,2989 -2021-06-23,1973160.0,2835.0,2059694,2989 -2021-06-24,1973258.0,2835.0,2059694,2989 -2021-06-25,1973342.0,2835.0,2059694,2989 -2021-06-26,1973461.0,2835.0,2059694,2989 -2021-06-27,1973517.0,2835.0,2059694,2989 -2021-06-28,1973573.0,2835.0,2059694,2989 -2021-06-29,1973629.0,2835.0,2059694,2989 -2021-06-30,1973706.0,2842.0,2059694,2989 -2021-07-01,1973804.0,2842.0,2059694,2989 -2021-07-02,1973874.0,2842.0,2059694,2989 -2021-07-03,1973951.0,2842.0,2059694,2989 -2021-07-04,1973993.0,2842.0,2059694,2989 -2021-07-05,1974028.0,2842.0,2059694,2989 -2021-07-06,1974084.0,2842.0,2059694,2989 -2021-07-07,1974161.0,2842.0,2059694,2989 -2021-07-08,1974238.0,2842.0,2059694,2989 -2021-07-09,1974343.0,2842.0,2059694,2989 -2021-07-10,1974427.0,2842.0,2059694,2989 -2021-07-11,1974455.0,2842.0,2059694,2989 -2021-07-12,1974490.0,2842.0,2059694,2989 -2021-07-13,1974553.0,2842.0,2059694,2989 -2021-07-14,1974630.0,2842.0,2059694,2989 -2021-07-15,1974700.0,2842.0,2059694,2989 -2021-07-16,1974770.0,2842.0,2059694,2989 -2021-07-17,1974854.0,2842.0,2059694,2989 -2021-07-18,1974889.0,2842.0,2059694,2989 -2021-07-19,1974924.0,2842.0,2059694,2989 -2021-07-20,1974980.0,2842.0,2059694,2989 -2021-07-21,1975036.0,2842.0,2059694,2989 -2021-07-22,1975099.0,2842.0,2059694,2989 -2021-07-23,1975162.0,2842.0,2059694,2989 -2021-07-24,1975211.0,2842.0,2059694,2989 -2021-07-25,1975225.0,2842.0,2059694,2989 -2021-07-26,1975253.0,2842.0,2059694,2989 -2021-07-27,1975288.0,2842.0,2059694,2989 -2021-07-28,1975337.0,2849.0,2059694,2989 -2021-07-29,1975400.0,2849.0,2059694,2989 -2021-07-30,1975435.0,2849.0,2059694,2989 -2021-07-31,1975484.0,2849.0,2059694,2989 -2021-08-01,1975505.0,2849.0,2059694,2989 -2021-08-02,1975526.0,2849.0,2059694,2989 -2021-08-03,1975575.0,2849.0,2059694,2989 -2021-08-04,1975617.0,2849.0,2059694,2989 -2021-08-05,1975659.0,2849.0,2059694,2989 -2021-08-06,1975694.0,2849.0,2059694,2989 -2021-08-07,1975743.0,2849.0,2059694,2989 -2021-08-08,1975757.0,2849.0,2059694,2989 -2021-08-09,1975785.0,2849.0,2059694,2989 -2021-08-10,1975834.0,2849.0,2059694,2989 -2021-08-11,1975869.0,2849.0,2059694,2989 -2021-08-12,1975918.0,2849.0,2059694,2989 -2021-08-13,1975953.0,2849.0,2059694,2989 -2021-08-14,1975988.0,2849.0,2059694,2989 -2021-08-15,1975995.0,2849.0,2059694,2989 -2021-08-16,1976023.0,2849.0,2059694,2989 -2021-08-17,1976051.0,2849.0,2059694,2989 -2021-08-18,1976079.0,2849.0,2059694,2989 -2021-08-19,1976086.0,2849.0,2059694,2989 +2020-12-01,0.0,0.0,2058903,2975 +2020-12-02,0.0,0.0,2058903,2975 +2020-12-03,7.0,0.0,2058903,2975 +2020-12-04,7.0,0.0,2058903,2975 +2020-12-07,7.0,0.0,2058903,2975 +2020-12-08,42.0,0.0,2058903,2975 +2020-12-09,112.0,0.0,2058903,2975 +2020-12-10,189.0,0.0,2058903,2975 +2020-12-11,252.0,0.0,2058903,2975 +2020-12-12,315.0,0.0,2058903,2975 +2020-12-13,357.0,0.0,2058903,2975 +2020-12-14,434.0,0.0,2058903,2975 +2020-12-15,644.0,0.0,2058903,2975 +2020-12-16,917.0,0.0,2058903,2975 +2020-12-17,1547.0,0.0,2058903,2975 +2020-12-18,2107.0,0.0,2058903,2975 +2020-12-19,2772.0,0.0,2058903,2975 +2020-12-20,3332.0,0.0,2058903,2975 +2020-12-21,3983.0,0.0,2058903,2975 +2020-12-22,4599.0,0.0,2058903,2975 +2020-12-23,5320.0,0.0,2058903,2975 +2020-12-24,5642.0,0.0,2058903,2975 +2020-12-25,5642.0,0.0,2058903,2975 +2020-12-26,5649.0,0.0,2058903,2975 +2020-12-27,5677.0,0.0,2058903,2975 +2020-12-28,5768.0,0.0,2058903,2975 +2020-12-29,6202.0,0.0,2058903,2975 +2020-12-30,8246.0,0.0,2058903,2975 +2020-12-31,10374.0,14.0,2058903,2975 +2021-01-01,10927.0,14.0,2058903,2975 +2021-01-02,11669.0,14.0,2058903,2975 +2021-01-03,11816.0,14.0,2058903,2975 +2021-01-04,12026.0,14.0,2058903,2975 +2021-01-05,12481.0,21.0,2058903,2975 +2021-01-06,15127.0,21.0,2058903,2975 +2021-01-07,24675.0,28.0,2058903,2975 +2021-01-08,37275.0,49.0,2058903,2975 +2021-01-09,47796.0,63.0,2058903,2975 +2021-01-10,52290.0,70.0,2058903,2975 +2021-01-11,55811.0,70.0,2058903,2975 +2021-01-12,63154.0,84.0,2058903,2975 +2021-01-13,79352.0,98.0,2058903,2975 +2021-01-14,97860.0,140.0,2058903,2975 +2021-01-15,119952.0,161.0,2058903,2975 +2021-01-16,138054.0,175.0,2058903,2975 +2021-01-17,145635.0,182.0,2058903,2975 +2021-01-18,153825.0,203.0,2058903,2975 +2021-01-19,188727.0,231.0,2058903,2975 +2021-01-20,234780.0,266.0,2058903,2975 +2021-01-21,287378.0,322.0,2058903,2975 +2021-01-22,370895.0,441.0,2058903,2975 +2021-01-23,476168.0,518.0,2058903,2975 +2021-01-24,513366.0,539.0,2058903,2975 +2021-01-25,544866.0,567.0,2058903,2975 +2021-01-26,588854.0,616.0,2058903,2975 +2021-01-27,633857.0,665.0,2058903,2975 +2021-01-28,711571.0,749.0,2058903,2975 +2021-01-29,830697.0,868.0,2058903,2975 +2021-01-30,959819.0,966.0,2058903,2975 +2021-01-31,1034103.0,1029.0,2058903,2975 +2021-02-01,1095339.0,1078.0,2058903,2975 +2021-02-02,1166620.0,1148.0,2058903,2975 +2021-02-03,1258285.0,1260.0,2058903,2975 +2021-02-04,1353198.0,1365.0,2058903,2975 +2021-02-05,1441734.0,1484.0,2058903,2975 +2021-02-06,1557444.0,1624.0,2058903,2975 +2021-02-07,1615138.0,1687.0,2058903,2975 +2021-02-08,1663487.0,1771.0,2058903,2975 +2021-02-09,1722441.0,1869.0,2058903,2975 +2021-02-10,1767430.0,1974.0,2058903,2975 +2021-02-11,1809941.0,2086.0,2058903,2975 +2021-02-12,1845361.0,2212.0,2058903,2975 +2021-02-13,1876245.0,2296.0,2058903,2975 +2021-02-14,1885338.0,2310.0,2058903,2975 +2021-02-15,1892793.0,2331.0,2058903,2975 +2021-02-16,1899170.0,2359.0,2058903,2975 +2021-02-17,1904826.0,2380.0,2058903,2975 +2021-02-18,1909278.0,2408.0,2058903,2975 +2021-02-19,1912610.0,2429.0,2058903,2975 +2021-02-20,1915606.0,2450.0,2058903,2975 +2021-02-21,1916502.0,2450.0,2058903,2975 +2021-02-22,1917923.0,2464.0,2058903,2975 +2021-02-23,1920079.0,2478.0,2058903,2975 +2021-02-24,1922977.0,2499.0,2058903,2975 +2021-02-25,1926190.0,2527.0,2058903,2975 +2021-02-26,1929186.0,2548.0,2058903,2975 +2021-02-27,1931160.0,2562.0,2058903,2975 +2021-02-28,1931930.0,2569.0,2058903,2975 +2021-03-01,1932728.0,2576.0,2058903,2975 +2021-03-02,1933708.0,2583.0,2058903,2975 +2021-03-03,1934968.0,2604.0,2058903,2975 +2021-03-04,1936718.0,2618.0,2058903,2975 +2021-03-05,1938755.0,2639.0,2058903,2975 +2021-03-06,1940309.0,2653.0,2058903,2975 +2021-03-07,1940666.0,2653.0,2058903,2975 +2021-03-08,1941345.0,2653.0,2058903,2975 +2021-03-09,1942101.0,2660.0,2058903,2975 +2021-03-10,1942920.0,2667.0,2058903,2975 +2021-03-11,1943704.0,2681.0,2058903,2975 +2021-03-12,1944803.0,2681.0,2058903,2975 +2021-03-13,1945930.0,2695.0,2058903,2975 +2021-03-14,1946364.0,2695.0,2058903,2975 +2021-03-15,1946987.0,2702.0,2058903,2975 +2021-03-16,1947659.0,2709.0,2058903,2975 +2021-03-17,1948324.0,2716.0,2058903,2975 +2021-03-18,1949080.0,2716.0,2058903,2975 +2021-03-19,1949794.0,2723.0,2058903,2975 +2021-03-20,1950487.0,2730.0,2058903,2975 +2021-03-21,1950781.0,2730.0,2058903,2975 +2021-03-22,1951173.0,2737.0,2058903,2975 +2021-03-23,1951663.0,2744.0,2058903,2975 +2021-03-24,1952223.0,2744.0,2058903,2975 +2021-03-25,1952839.0,2744.0,2058903,2975 +2021-03-26,1953511.0,2751.0,2058903,2975 +2021-03-27,1954260.0,2751.0,2058903,2975 +2021-03-28,1954568.0,2751.0,2058903,2975 +2021-03-29,1954960.0,2758.0,2058903,2975 +2021-03-30,1955436.0,2758.0,2058903,2975 +2021-03-31,1956003.0,2765.0,2058903,2975 +2021-04-01,1956472.0,2765.0,2058903,2975 +2021-04-02,1956780.0,2765.0,2058903,2975 +2021-04-03,1957004.0,2765.0,2058903,2975 +2021-04-04,1957095.0,2765.0,2058903,2975 +2021-04-05,1957144.0,2765.0,2058903,2975 +2021-04-06,1957445.0,2765.0,2058903,2975 +2021-04-07,1957851.0,2772.0,2058903,2975 +2021-04-08,1958327.0,2772.0,2058903,2975 +2021-04-09,1958796.0,2772.0,2058903,2975 +2021-04-10,1959251.0,2772.0,2058903,2975 +2021-04-11,1959447.0,2779.0,2058903,2975 +2021-04-12,1959706.0,2779.0,2058903,2975 +2021-04-13,1960035.0,2779.0,2058903,2975 +2021-04-14,1960399.0,2779.0,2058903,2975 +2021-04-15,1960784.0,2786.0,2058903,2975 +2021-04-16,1961295.0,2786.0,2058903,2975 +2021-04-17,1961687.0,2786.0,2058903,2975 +2021-04-18,1961890.0,2786.0,2058903,2975 +2021-04-19,1962128.0,2786.0,2058903,2975 +2021-04-20,1962387.0,2786.0,2058903,2975 +2021-04-21,1962723.0,2793.0,2058903,2975 +2021-04-22,1963143.0,2793.0,2058903,2975 +2021-04-23,1963556.0,2793.0,2058903,2975 +2021-04-24,1963983.0,2793.0,2058903,2975 +2021-04-25,1964305.0,2793.0,2058903,2975 +2021-04-26,1964529.0,2793.0,2058903,2975 +2021-04-27,1964809.0,2793.0,2058903,2975 +2021-04-28,1965117.0,2800.0,2058903,2975 +2021-04-29,1965453.0,2800.0,2058903,2975 +2021-04-30,1965719.0,2807.0,2058903,2975 +2021-05-01,1965950.0,2807.0,2058903,2975 +2021-05-02,1966041.0,2807.0,2058903,2975 +2021-05-03,1966111.0,2807.0,2058903,2975 +2021-05-04,1966265.0,2807.0,2058903,2975 +2021-05-05,1966454.0,2807.0,2058903,2975 +2021-05-06,1966678.0,2807.0,2058903,2975 +2021-05-07,1966867.0,2807.0,2058903,2975 +2021-05-08,1967021.0,2807.0,2058903,2975 +2021-05-09,1967091.0,2807.0,2058903,2975 +2021-05-10,1967182.0,2807.0,2058903,2975 +2021-05-11,1967322.0,2807.0,2058903,2975 +2021-05-12,1967532.0,2807.0,2058903,2975 +2021-05-13,1967742.0,2807.0,2058903,2975 +2021-05-14,1967924.0,2814.0,2058903,2975 +2021-05-15,1968113.0,2814.0,2058903,2975 +2021-05-16,1968197.0,2814.0,2058903,2975 +2021-05-17,1968295.0,2814.0,2058903,2975 +2021-05-18,1968435.0,2814.0,2058903,2975 +2021-05-19,1968638.0,2814.0,2058903,2975 +2021-05-20,1968827.0,2814.0,2058903,2975 +2021-05-21,1968988.0,2814.0,2058903,2975 +2021-05-22,1969135.0,2821.0,2058903,2975 +2021-05-23,1969212.0,2821.0,2058903,2975 +2021-05-24,1969310.0,2821.0,2058903,2975 +2021-05-25,1969436.0,2821.0,2058903,2975 +2021-05-26,1969611.0,2821.0,2058903,2975 +2021-05-27,1969772.0,2821.0,2058903,2975 +2021-05-28,1969926.0,2821.0,2058903,2975 +2021-05-29,1970052.0,2821.0,2058903,2975 +2021-05-30,1970101.0,2821.0,2058903,2975 +2021-05-31,1970143.0,2821.0,2058903,2975 +2021-06-01,1970213.0,2821.0,2058903,2975 +2021-06-02,1970318.0,2821.0,2058903,2975 +2021-06-03,1970430.0,2821.0,2058903,2975 +2021-06-04,1970528.0,2821.0,2058903,2975 +2021-06-05,1970633.0,2821.0,2058903,2975 +2021-06-06,1970689.0,2821.0,2058903,2975 +2021-06-07,1970759.0,2821.0,2058903,2975 +2021-06-08,1970857.0,2821.0,2058903,2975 +2021-06-09,1970955.0,2821.0,2058903,2975 +2021-06-10,1971074.0,2821.0,2058903,2975 +2021-06-11,1971186.0,2821.0,2058903,2975 +2021-06-12,1971291.0,2821.0,2058903,2975 +2021-06-13,1971347.0,2821.0,2058903,2975 +2021-06-14,1971424.0,2821.0,2058903,2975 +2021-06-15,1971515.0,2821.0,2058903,2975 +2021-06-16,1971627.0,2821.0,2058903,2975 +2021-06-17,1971725.0,2821.0,2058903,2975 +2021-06-18,1971809.0,2828.0,2058903,2975 +2021-06-19,1971907.0,2828.0,2058903,2975 +2021-06-20,1971949.0,2828.0,2058903,2975 +2021-06-21,1971991.0,2828.0,2058903,2975 +2021-06-22,1972061.0,2828.0,2058903,2975 +2021-06-23,1972131.0,2828.0,2058903,2975 +2021-06-24,1972236.0,2828.0,2058903,2975 +2021-06-25,1972313.0,2828.0,2058903,2975 +2021-06-26,1972432.0,2828.0,2058903,2975 +2021-06-27,1972488.0,2828.0,2058903,2975 +2021-06-28,1972544.0,2828.0,2058903,2975 +2021-06-29,1972600.0,2828.0,2058903,2975 +2021-06-30,1972684.0,2828.0,2058903,2975 +2021-07-01,1972782.0,2828.0,2058903,2975 +2021-07-02,1972852.0,2828.0,2058903,2975 +2021-07-03,1972929.0,2828.0,2058903,2975 +2021-07-04,1972964.0,2828.0,2058903,2975 +2021-07-05,1973006.0,2828.0,2058903,2975 +2021-07-06,1973062.0,2828.0,2058903,2975 +2021-07-07,1973139.0,2828.0,2058903,2975 +2021-07-08,1973216.0,2828.0,2058903,2975 +2021-07-09,1973321.0,2828.0,2058903,2975 +2021-07-10,1973405.0,2835.0,2058903,2975 +2021-07-11,1973433.0,2835.0,2058903,2975 +2021-07-12,1973468.0,2835.0,2058903,2975 +2021-07-13,1973531.0,2835.0,2058903,2975 +2021-07-14,1973608.0,2835.0,2058903,2975 +2021-07-15,1973671.0,2835.0,2058903,2975 +2021-07-16,1973741.0,2835.0,2058903,2975 +2021-07-17,1973832.0,2835.0,2058903,2975 +2021-07-18,1973867.0,2835.0,2058903,2975 +2021-07-19,1973902.0,2835.0,2058903,2975 +2021-07-20,1973951.0,2835.0,2058903,2975 +2021-07-21,1974007.0,2835.0,2058903,2975 +2021-07-22,1974077.0,2835.0,2058903,2975 +2021-07-23,1974140.0,2835.0,2058903,2975 +2021-07-24,1974182.0,2835.0,2058903,2975 +2021-07-25,1974203.0,2835.0,2058903,2975 +2021-07-26,1974231.0,2835.0,2058903,2975 +2021-07-27,1974266.0,2835.0,2058903,2975 +2021-07-28,1974308.0,2835.0,2058903,2975 +2021-07-29,1974378.0,2835.0,2058903,2975 +2021-07-30,1974413.0,2835.0,2058903,2975 +2021-07-31,1974462.0,2835.0,2058903,2975 +2021-08-01,1974476.0,2835.0,2058903,2975 +2021-08-02,1974497.0,2835.0,2058903,2975 +2021-08-03,1974546.0,2835.0,2058903,2975 +2021-08-04,1974595.0,2842.0,2058903,2975 +2021-08-05,1974637.0,2842.0,2058903,2975 +2021-08-06,1974672.0,2842.0,2058903,2975 +2021-08-07,1974721.0,2842.0,2058903,2975 +2021-08-08,1974735.0,2842.0,2058903,2975 +2021-08-09,1974763.0,2842.0,2058903,2975 +2021-08-10,1974812.0,2842.0,2058903,2975 +2021-08-11,1974847.0,2842.0,2058903,2975 +2021-08-12,1974903.0,2842.0,2058903,2975 +2021-08-13,1974938.0,2842.0,2058903,2975 +2021-08-14,1974973.0,2842.0,2058903,2975 +2021-08-15,1974980.0,2842.0,2058903,2975 +2021-08-16,1975008.0,2842.0,2058903,2975 +2021-08-17,1975036.0,2842.0,2058903,2975 +2021-08-18,1975071.0,2842.0,2058903,2975 +2021-08-19,1975113.0,2842.0,2058903,2975 +2021-08-20,1975155.0,2842.0,2058903,2975 +2021-08-21,1975190.0,2842.0,2058903,2975 +2021-08-22,1975204.0,2842.0,2058903,2975 +2021-08-23,1975225.0,2842.0,2058903,2975 +2021-08-24,1975260.0,2842.0,2058903,2975 +2021-08-25,1975295.0,2842.0,2058903,2975 +2021-08-26,1975323.0,2842.0,2058903,2975 +2021-08-27,1975358.0,2842.0,2058903,2975 +2021-08-28,1975379.0,2842.0,2058903,2975 +2021-08-29,1975386.0,2842.0,2058903,2975 +2021-08-30,1975400.0,2842.0,2058903,2975 +2021-08-31,1975428.0,2842.0,2058903,2975 +2021-09-01,1975456.0,2842.0,2058903,2975 diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 70-79 population by ethnicity 6 groups_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 70-79 population by ethnicity 6 groups_tpp.csv index 81a8f22..ada8890 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 70-79 population by ethnicity 6 groups_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 70-79 population by ethnicity 6 groups_tpp.csv @@ -1,260 +1,274 @@ covid_vacc_date,Black,Mixed,Other,South Asian,Unknown,White,Black_total,Mixed_total,Other_total,South Asian_total,Unknown_total,White_total -2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,14707,6482,15428,54838,133021,1838200 -2020-12-02,0.0,0.0,0.0,0.0,0.0,0.0,14707,6482,15428,54838,133021,1838200 -2020-12-04,0.0,0.0,0.0,0.0,0.0,0.0,14707,6482,15428,54838,133021,1838200 -2020-12-07,0.0,0.0,0.0,0.0,0.0,0.0,14707,6482,15428,54838,133021,1838200 -2020-12-08,0.0,0.0,0.0,0.0,7.0,35.0,14707,6482,15428,54838,133021,1838200 -2020-12-09,0.0,0.0,0.0,0.0,7.0,91.0,14707,6482,15428,54838,133021,1838200 -2020-12-10,0.0,0.0,0.0,7.0,14.0,154.0,14707,6482,15428,54838,133021,1838200 -2020-12-11,0.0,0.0,0.0,7.0,21.0,217.0,14707,6482,15428,54838,133021,1838200 -2020-12-12,0.0,0.0,0.0,14.0,21.0,266.0,14707,6482,15428,54838,133021,1838200 -2020-12-13,0.0,0.0,0.0,14.0,21.0,301.0,14707,6482,15428,54838,133021,1838200 -2020-12-14,0.0,0.0,0.0,21.0,28.0,371.0,14707,6482,15428,54838,133021,1838200 -2020-12-15,7.0,0.0,7.0,28.0,42.0,553.0,14707,6482,15428,54838,133021,1838200 -2020-12-16,7.0,0.0,14.0,42.0,63.0,791.0,14707,6482,15428,54838,133021,1838200 -2020-12-17,14.0,0.0,21.0,91.0,84.0,1330.0,14707,6482,15428,54838,133021,1838200 -2020-12-18,21.0,7.0,21.0,182.0,112.0,1764.0,14707,6482,15428,54838,133021,1838200 -2020-12-19,28.0,14.0,28.0,245.0,147.0,2324.0,14707,6482,15428,54838,133021,1838200 -2020-12-20,35.0,14.0,28.0,294.0,175.0,2793.0,14707,6482,15428,54838,133021,1838200 -2020-12-21,35.0,14.0,35.0,357.0,210.0,3339.0,14707,6482,15428,54838,133021,1838200 -2020-12-22,49.0,21.0,42.0,455.0,231.0,3808.0,14707,6482,15428,54838,133021,1838200 -2020-12-23,56.0,28.0,56.0,553.0,259.0,4389.0,14707,6482,15428,54838,133021,1838200 -2020-12-24,56.0,28.0,56.0,595.0,266.0,4655.0,14707,6482,15428,54838,133021,1838200 -2020-12-25,56.0,28.0,56.0,595.0,266.0,4655.0,14707,6482,15428,54838,133021,1838200 -2020-12-26,56.0,28.0,56.0,595.0,266.0,4662.0,14707,6482,15428,54838,133021,1838200 -2020-12-27,56.0,28.0,56.0,595.0,273.0,4683.0,14707,6482,15428,54838,133021,1838200 -2020-12-28,56.0,28.0,56.0,595.0,273.0,4774.0,14707,6482,15428,54838,133021,1838200 -2020-12-29,56.0,28.0,56.0,651.0,287.0,5131.0,14707,6482,15428,54838,133021,1838200 -2020-12-30,63.0,35.0,70.0,749.0,357.0,6993.0,14707,6482,15428,54838,133021,1838200 -2020-12-31,77.0,42.0,77.0,847.0,448.0,8918.0,14707,6482,15428,54838,133021,1838200 -2021-01-01,77.0,42.0,84.0,854.0,469.0,9443.0,14707,6482,15428,54838,133021,1838200 -2021-01-02,77.0,42.0,84.0,875.0,497.0,10129.0,14707,6482,15428,54838,133021,1838200 -2021-01-03,77.0,42.0,84.0,889.0,504.0,10262.0,14707,6482,15428,54838,133021,1838200 -2021-01-04,77.0,42.0,91.0,896.0,511.0,10444.0,14707,6482,15428,54838,133021,1838200 -2021-01-05,84.0,49.0,98.0,924.0,539.0,10836.0,14707,6482,15428,54838,133021,1838200 -2021-01-06,105.0,56.0,112.0,994.0,686.0,13230.0,14707,6482,15428,54838,133021,1838200 -2021-01-07,154.0,91.0,189.0,1365.0,1155.0,21784.0,14707,6482,15428,54838,133021,1838200 -2021-01-08,245.0,126.0,315.0,1876.0,1750.0,33061.0,14707,6482,15428,54838,133021,1838200 -2021-01-09,357.0,161.0,406.0,2338.0,2261.0,42392.0,14707,6482,15428,54838,133021,1838200 -2021-01-10,406.0,175.0,427.0,2527.0,2506.0,46375.0,14707,6482,15428,54838,133021,1838200 -2021-01-11,427.0,182.0,448.0,2667.0,2625.0,49595.0,14707,6482,15428,54838,133021,1838200 -2021-01-12,448.0,203.0,483.0,2828.0,2947.0,56322.0,14707,6482,15428,54838,133021,1838200 -2021-01-13,567.0,252.0,567.0,3220.0,3696.0,71064.0,14707,6482,15428,54838,133021,1838200 -2021-01-14,686.0,322.0,714.0,3801.0,4578.0,87801.0,14707,6482,15428,54838,133021,1838200 -2021-01-15,868.0,392.0,861.0,4466.0,5852.0,107618.0,14707,6482,15428,54838,133021,1838200 -2021-01-16,994.0,448.0,973.0,5047.0,6825.0,123900.0,14707,6482,15428,54838,133021,1838200 -2021-01-17,1043.0,462.0,1022.0,5215.0,7245.0,130802.0,14707,6482,15428,54838,133021,1838200 -2021-01-18,1127.0,483.0,1078.0,5474.0,7665.0,138194.0,14707,6482,15428,54838,133021,1838200 -2021-01-19,1309.0,567.0,1281.0,6349.0,9541.0,169918.0,14707,6482,15428,54838,133021,1838200 -2021-01-20,1610.0,714.0,1603.0,7784.0,11893.0,211512.0,14707,6482,15428,54838,133021,1838200 -2021-01-21,1904.0,854.0,1883.0,9135.0,14581.0,259434.0,14707,6482,15428,54838,133021,1838200 -2021-01-22,2359.0,1113.0,2548.0,11284.0,18928.0,335195.0,14707,6482,15428,54838,133021,1838200 -2021-01-23,2786.0,1351.0,3164.0,13587.0,24661.0,431291.0,14707,6482,15428,54838,133021,1838200 -2021-01-24,2996.0,1484.0,3528.0,14826.0,26635.0,464611.0,14707,6482,15428,54838,133021,1838200 -2021-01-25,3199.0,1603.0,3773.0,16016.0,28343.0,492688.0,14707,6482,15428,54838,133021,1838200 -2021-01-26,3493.0,1764.0,4179.0,17535.0,30681.0,532063.0,14707,6482,15428,54838,133021,1838200 -2021-01-27,3857.0,1939.0,4627.0,19355.0,33278.0,571767.0,14707,6482,15428,54838,133021,1838200 -2021-01-28,4284.0,2170.0,5173.0,21777.0,37282.0,641816.0,14707,6482,15428,54838,133021,1838200 -2021-01-29,4767.0,2457.0,5824.0,24066.0,43694.0,750960.0,14707,6482,15428,54838,133021,1838200 -2021-01-30,5278.0,2709.0,6489.0,26621.0,50820.0,869127.0,14707,6482,15428,54838,133021,1838200 -2021-01-31,5551.0,2898.0,6874.0,28098.0,55020.0,936964.0,14707,6482,15428,54838,133021,1838200 -2021-02-01,5824.0,3059.0,7196.0,29295.0,58380.0,992978.0,14707,6482,15428,54838,133021,1838200 -2021-02-02,6167.0,3241.0,7630.0,30877.0,62419.0,1057784.0,14707,6482,15428,54838,133021,1838200 -2021-02-03,6461.0,3395.0,8085.0,32361.0,68040.0,1141616.0,14707,6482,15428,54838,133021,1838200 -2021-02-04,6867.0,3640.0,8575.0,34097.0,73577.0,1228318.0,14707,6482,15428,54838,133021,1838200 -2021-02-05,7217.0,3836.0,9065.0,35679.0,79296.0,1308692.0,14707,6482,15428,54838,133021,1838200 -2021-02-06,7567.0,4088.0,9562.0,37338.0,87073.0,1414112.0,14707,6482,15428,54838,133021,1838200 -2021-02-07,7742.0,4214.0,9807.0,38192.0,91259.0,1466304.0,14707,6482,15428,54838,133021,1838200 -2021-02-08,7938.0,4312.0,10059.0,39004.0,94703.0,1509963.0,14707,6482,15428,54838,133021,1838200 -2021-02-09,8141.0,4452.0,10353.0,39851.0,98952.0,1563324.0,14707,6482,15428,54838,133021,1838200 -2021-02-10,8365.0,4543.0,10542.0,40803.0,102277.0,1603672.0,14707,6482,15428,54838,133021,1838200 -2021-02-11,8603.0,4627.0,10773.0,41538.0,105546.0,1641766.0,14707,6482,15428,54838,133021,1838200 -2021-02-12,8827.0,4718.0,10976.0,42147.0,108304.0,1673462.0,14707,6482,15428,54838,133021,1838200 -2021-02-13,8967.0,4788.0,11144.0,42672.0,110474.0,1701385.0,14707,6482,15428,54838,133021,1838200 -2021-02-14,9023.0,4816.0,11214.0,42896.0,111146.0,1709449.0,14707,6482,15428,54838,133021,1838200 -2021-02-15,9086.0,4837.0,11270.0,43141.0,111769.0,1715924.0,14707,6482,15428,54838,133021,1838200 -2021-02-16,9156.0,4865.0,11333.0,43337.0,112294.0,1721461.0,14707,6482,15428,54838,133021,1838200 -2021-02-17,9240.0,4886.0,11382.0,43624.0,112735.0,1726256.0,14707,6482,15428,54838,133021,1838200 -2021-02-18,9317.0,4928.0,11438.0,43848.0,113085.0,1730008.0,14707,6482,15428,54838,133021,1838200 -2021-02-19,9359.0,4942.0,11494.0,44030.0,113344.0,1732808.0,14707,6482,15428,54838,133021,1838200 -2021-02-20,9401.0,4956.0,11529.0,44156.0,113547.0,1735391.0,14707,6482,15428,54838,133021,1838200 -2021-02-21,9422.0,4956.0,11543.0,44233.0,113624.0,1736112.0,14707,6482,15428,54838,133021,1838200 -2021-02-22,9457.0,4970.0,11557.0,44345.0,113729.0,1737274.0,14707,6482,15428,54838,133021,1838200 -2021-02-23,9513.0,4977.0,11592.0,44492.0,113932.0,1738996.0,14707,6482,15428,54838,133021,1838200 -2021-02-24,9569.0,5005.0,11634.0,44632.0,114163.0,1741418.0,14707,6482,15428,54838,133021,1838200 -2021-02-25,9639.0,5019.0,11676.0,44835.0,114408.0,1744092.0,14707,6482,15428,54838,133021,1838200 -2021-02-26,9695.0,5047.0,11732.0,45024.0,114674.0,1746528.0,14707,6482,15428,54838,133021,1838200 -2021-02-27,9730.0,5061.0,11760.0,45164.0,114835.0,1748131.0,14707,6482,15428,54838,133021,1838200 -2021-02-28,9751.0,5068.0,11774.0,45213.0,114898.0,1748754.0,14707,6482,15428,54838,133021,1838200 -2021-03-01,9765.0,5075.0,11788.0,45262.0,114954.0,1749433.0,14707,6482,15428,54838,133021,1838200 -2021-03-02,9786.0,5075.0,11802.0,45318.0,115031.0,1750252.0,14707,6482,15428,54838,133021,1838200 -2021-03-03,9814.0,5089.0,11823.0,45437.0,115115.0,1751253.0,14707,6482,15428,54838,133021,1838200 -2021-03-04,9856.0,5103.0,11844.0,45570.0,115248.0,1752681.0,14707,6482,15428,54838,133021,1838200 -2021-03-05,9905.0,5117.0,11872.0,45668.0,115423.0,1754389.0,14707,6482,15428,54838,133021,1838200 -2021-03-06,9947.0,5131.0,11893.0,45766.0,115556.0,1755649.0,14707,6482,15428,54838,133021,1838200 -2021-03-07,9954.0,5138.0,11900.0,45815.0,115591.0,1755915.0,14707,6482,15428,54838,133021,1838200 -2021-03-08,9968.0,5138.0,11907.0,45871.0,115633.0,1756461.0,14707,6482,15428,54838,133021,1838200 -2021-03-09,9996.0,5145.0,11921.0,45934.0,115689.0,1757070.0,14707,6482,15428,54838,133021,1838200 -2021-03-10,10017.0,5152.0,11928.0,45990.0,115738.0,1757749.0,14707,6482,15428,54838,133021,1838200 -2021-03-11,10045.0,5159.0,11949.0,46046.0,115801.0,1758372.0,14707,6482,15428,54838,133021,1838200 -2021-03-12,10066.0,5166.0,11963.0,46130.0,115892.0,1759254.0,14707,6482,15428,54838,133021,1838200 -2021-03-13,10101.0,5173.0,11991.0,46214.0,116004.0,1760122.0,14707,6482,15428,54838,133021,1838200 -2021-03-14,10115.0,5180.0,12005.0,46242.0,116039.0,1760465.0,14707,6482,15428,54838,133021,1838200 -2021-03-15,10136.0,5187.0,12012.0,46298.0,116081.0,1760955.0,14707,6482,15428,54838,133021,1838200 -2021-03-16,10150.0,5187.0,12019.0,46361.0,116144.0,1761480.0,14707,6482,15428,54838,133021,1838200 -2021-03-17,10164.0,5201.0,12040.0,46445.0,116193.0,1761977.0,14707,6482,15428,54838,133021,1838200 -2021-03-18,10192.0,5208.0,12054.0,46508.0,116263.0,1762558.0,14707,6482,15428,54838,133021,1838200 -2021-03-19,10213.0,5215.0,12075.0,46571.0,116319.0,1763104.0,14707,6482,15428,54838,133021,1838200 -2021-03-20,10234.0,5222.0,12089.0,46606.0,116389.0,1763671.0,14707,6482,15428,54838,133021,1838200 -2021-03-21,10248.0,5229.0,12096.0,46655.0,116410.0,1763867.0,14707,6482,15428,54838,133021,1838200 -2021-03-22,10255.0,5236.0,12103.0,46683.0,116445.0,1764182.0,14707,6482,15428,54838,133021,1838200 -2021-03-23,10276.0,5236.0,12117.0,46725.0,116480.0,1764567.0,14707,6482,15428,54838,133021,1838200 -2021-03-24,10290.0,5243.0,12124.0,46781.0,116522.0,1765008.0,14707,6482,15428,54838,133021,1838200 -2021-03-25,10311.0,5250.0,12145.0,46816.0,116564.0,1765498.0,14707,6482,15428,54838,133021,1838200 -2021-03-26,10332.0,5264.0,12166.0,46872.0,116620.0,1766016.0,14707,6482,15428,54838,133021,1838200 -2021-03-27,10360.0,5264.0,12173.0,46921.0,116683.0,1766611.0,14707,6482,15428,54838,133021,1838200 -2021-03-28,10374.0,5264.0,12180.0,46956.0,116711.0,1766835.0,14707,6482,15428,54838,133021,1838200 -2021-03-29,10388.0,5271.0,12187.0,46984.0,116753.0,1767143.0,14707,6482,15428,54838,133021,1838200 -2021-03-30,10402.0,5278.0,12194.0,47019.0,116788.0,1767528.0,14707,6482,15428,54838,133021,1838200 -2021-03-31,10423.0,5278.0,12208.0,47047.0,116823.0,1767997.0,14707,6482,15428,54838,133021,1838200 -2021-04-01,10437.0,5285.0,12215.0,47082.0,116851.0,1768375.0,14707,6482,15428,54838,133021,1838200 -2021-04-02,10444.0,5285.0,12222.0,47096.0,116879.0,1768627.0,14707,6482,15428,54838,133021,1838200 -2021-04-03,10444.0,5285.0,12222.0,47110.0,116907.0,1768795.0,14707,6482,15428,54838,133021,1838200 -2021-04-04,10451.0,5285.0,12229.0,47124.0,116907.0,1768872.0,14707,6482,15428,54838,133021,1838200 -2021-04-05,10451.0,5292.0,12229.0,47131.0,116914.0,1768907.0,14707,6482,15428,54838,133021,1838200 -2021-04-06,10451.0,5292.0,12236.0,47159.0,116928.0,1769159.0,14707,6482,15428,54838,133021,1838200 -2021-04-07,10465.0,5292.0,12243.0,47215.0,116949.0,1769460.0,14707,6482,15428,54838,133021,1838200 -2021-04-08,10486.0,5299.0,12250.0,47243.0,116977.0,1769866.0,14707,6482,15428,54838,133021,1838200 -2021-04-09,10500.0,5299.0,12257.0,47278.0,117005.0,1770230.0,14707,6482,15428,54838,133021,1838200 -2021-04-10,10507.0,5306.0,12264.0,47306.0,117040.0,1770615.0,14707,6482,15428,54838,133021,1838200 -2021-04-11,10514.0,5306.0,12264.0,47320.0,117054.0,1770776.0,14707,6482,15428,54838,133021,1838200 -2021-04-12,10514.0,5306.0,12271.0,47334.0,117075.0,1771000.0,14707,6482,15428,54838,133021,1838200 -2021-04-13,10521.0,5306.0,12278.0,47355.0,117096.0,1771273.0,14707,6482,15428,54838,133021,1838200 -2021-04-14,10528.0,5306.0,12285.0,47369.0,117110.0,1771588.0,14707,6482,15428,54838,133021,1838200 -2021-04-15,10542.0,5306.0,12292.0,47390.0,117131.0,1771924.0,14707,6482,15428,54838,133021,1838200 -2021-04-16,10549.0,5306.0,12292.0,47411.0,117159.0,1772379.0,14707,6482,15428,54838,133021,1838200 -2021-04-17,10556.0,5313.0,12299.0,47432.0,117180.0,1772722.0,14707,6482,15428,54838,133021,1838200 -2021-04-18,10556.0,5313.0,12306.0,47446.0,117187.0,1772890.0,14707,6482,15428,54838,133021,1838200 -2021-04-19,10563.0,5313.0,12313.0,47453.0,117201.0,1773100.0,14707,6482,15428,54838,133021,1838200 -2021-04-20,10563.0,5313.0,12320.0,47467.0,117222.0,1773317.0,14707,6482,15428,54838,133021,1838200 -2021-04-21,10570.0,5320.0,12327.0,47495.0,117250.0,1773583.0,14707,6482,15428,54838,133021,1838200 -2021-04-22,10577.0,5320.0,12334.0,47509.0,117271.0,1773947.0,14707,6482,15428,54838,133021,1838200 -2021-04-23,10584.0,5327.0,12334.0,47530.0,117306.0,1774297.0,14707,6482,15428,54838,133021,1838200 -2021-04-24,10598.0,5334.0,12341.0,47551.0,117334.0,1774654.0,14707,6482,15428,54838,133021,1838200 -2021-04-25,10598.0,5334.0,12341.0,47565.0,117355.0,1774948.0,14707,6482,15428,54838,133021,1838200 -2021-04-26,10598.0,5334.0,12341.0,47579.0,117362.0,1775137.0,14707,6482,15428,54838,133021,1838200 -2021-04-27,10605.0,5334.0,12348.0,47586.0,117383.0,1775382.0,14707,6482,15428,54838,133021,1838200 -2021-04-28,10619.0,5334.0,12355.0,47600.0,117404.0,1775641.0,14707,6482,15428,54838,133021,1838200 -2021-04-29,10626.0,5334.0,12355.0,47621.0,117432.0,1775914.0,14707,6482,15428,54838,133021,1838200 -2021-04-30,10626.0,5341.0,12362.0,47642.0,117453.0,1776138.0,14707,6482,15428,54838,133021,1838200 -2021-05-01,10633.0,5341.0,12362.0,47656.0,117474.0,1776327.0,14707,6482,15428,54838,133021,1838200 -2021-05-02,10633.0,5341.0,12369.0,47670.0,117474.0,1776397.0,14707,6482,15428,54838,133021,1838200 -2021-05-03,10633.0,5341.0,12369.0,47677.0,117488.0,1776453.0,14707,6482,15428,54838,133021,1838200 -2021-05-04,10640.0,5341.0,12369.0,47684.0,117502.0,1776572.0,14707,6482,15428,54838,133021,1838200 -2021-05-05,10647.0,5348.0,12376.0,47698.0,117516.0,1776726.0,14707,6482,15428,54838,133021,1838200 -2021-05-06,10661.0,5348.0,12383.0,47719.0,117530.0,1776894.0,14707,6482,15428,54838,133021,1838200 -2021-05-07,10661.0,5348.0,12390.0,47726.0,117544.0,1777048.0,14707,6482,15428,54838,133021,1838200 -2021-05-08,10668.0,5348.0,12390.0,47740.0,117551.0,1777174.0,14707,6482,15428,54838,133021,1838200 -2021-05-09,10668.0,5348.0,12397.0,47740.0,117558.0,1777223.0,14707,6482,15428,54838,133021,1838200 -2021-05-10,10675.0,5348.0,12397.0,47754.0,117565.0,1777293.0,14707,6482,15428,54838,133021,1838200 -2021-05-11,10675.0,5348.0,12404.0,47775.0,117572.0,1777398.0,14707,6482,15428,54838,133021,1838200 -2021-05-12,10682.0,5348.0,12404.0,47810.0,117586.0,1777538.0,14707,6482,15428,54838,133021,1838200 -2021-05-13,10696.0,5355.0,12411.0,47824.0,117607.0,1777706.0,14707,6482,15428,54838,133021,1838200 -2021-05-14,10703.0,5355.0,12418.0,47852.0,117614.0,1777839.0,14707,6482,15428,54838,133021,1838200 -2021-05-15,10717.0,5362.0,12425.0,47873.0,117628.0,1777958.0,14707,6482,15428,54838,133021,1838200 -2021-05-16,10717.0,5362.0,12432.0,47894.0,117642.0,1778007.0,14707,6482,15428,54838,133021,1838200 -2021-05-17,10724.0,5362.0,12439.0,47901.0,117642.0,1778077.0,14707,6482,15428,54838,133021,1838200 -2021-05-18,10724.0,5362.0,12446.0,47929.0,117649.0,1778182.0,14707,6482,15428,54838,133021,1838200 -2021-05-19,10731.0,5362.0,12453.0,47964.0,117670.0,1778308.0,14707,6482,15428,54838,133021,1838200 -2021-05-20,10738.0,5369.0,12460.0,47999.0,117684.0,1778434.0,14707,6482,15428,54838,133021,1838200 -2021-05-21,10745.0,5369.0,12460.0,48020.0,117698.0,1778553.0,14707,6482,15428,54838,133021,1838200 -2021-05-22,10759.0,5369.0,12460.0,48048.0,117719.0,1778644.0,14707,6482,15428,54838,133021,1838200 -2021-05-23,10759.0,5369.0,12467.0,48055.0,117726.0,1778700.0,14707,6482,15428,54838,133021,1838200 -2021-05-24,10766.0,5369.0,12467.0,48062.0,117733.0,1778763.0,14707,6482,15428,54838,133021,1838200 -2021-05-25,10773.0,5376.0,12467.0,48083.0,117740.0,1778847.0,14707,6482,15428,54838,133021,1838200 -2021-05-26,10773.0,5376.0,12474.0,48104.0,117754.0,1778980.0,14707,6482,15428,54838,133021,1838200 -2021-05-27,10780.0,5383.0,12481.0,48132.0,117768.0,1779078.0,14707,6482,15428,54838,133021,1838200 -2021-05-28,10787.0,5383.0,12488.0,48153.0,117789.0,1779183.0,14707,6482,15428,54838,133021,1838200 -2021-05-29,10794.0,5383.0,12495.0,48181.0,117796.0,1779260.0,14707,6482,15428,54838,133021,1838200 -2021-05-30,10794.0,5383.0,12495.0,48202.0,117803.0,1779288.0,14707,6482,15428,54838,133021,1838200 -2021-05-31,10794.0,5383.0,12495.0,48209.0,117810.0,1779309.0,14707,6482,15428,54838,133021,1838200 -2021-06-01,10801.0,5383.0,12495.0,48216.0,117810.0,1779365.0,14707,6482,15428,54838,133021,1838200 -2021-06-02,10808.0,5390.0,12502.0,48230.0,117817.0,1779435.0,14707,6482,15428,54838,133021,1838200 -2021-06-03,10808.0,5390.0,12502.0,48244.0,117824.0,1779526.0,14707,6482,15428,54838,133021,1838200 -2021-06-04,10815.0,5390.0,12509.0,48258.0,117824.0,1779575.0,14707,6482,15428,54838,133021,1838200 -2021-06-05,10829.0,5390.0,12509.0,48279.0,117838.0,1779638.0,14707,6482,15428,54838,133021,1838200 -2021-06-06,10829.0,5390.0,12516.0,48286.0,117845.0,1779680.0,14707,6482,15428,54838,133021,1838200 -2021-06-07,10829.0,5397.0,12516.0,48293.0,117852.0,1779722.0,14707,6482,15428,54838,133021,1838200 -2021-06-08,10836.0,5397.0,12516.0,48314.0,117866.0,1779778.0,14707,6482,15428,54838,133021,1838200 -2021-06-09,10843.0,5397.0,12523.0,48328.0,117873.0,1779848.0,14707,6482,15428,54838,133021,1838200 -2021-06-10,10850.0,5397.0,12530.0,48342.0,117880.0,1779932.0,14707,6482,15428,54838,133021,1838200 -2021-06-11,10857.0,5397.0,12530.0,48356.0,117887.0,1780016.0,14707,6482,15428,54838,133021,1838200 -2021-06-12,10864.0,5404.0,12537.0,48370.0,117901.0,1780072.0,14707,6482,15428,54838,133021,1838200 -2021-06-13,10864.0,5404.0,12544.0,48377.0,117908.0,1780114.0,14707,6482,15428,54838,133021,1838200 -2021-06-14,10871.0,5404.0,12544.0,48391.0,117908.0,1780170.0,14707,6482,15428,54838,133021,1838200 -2021-06-15,10878.0,5404.0,12544.0,48398.0,117915.0,1780233.0,14707,6482,15428,54838,133021,1838200 -2021-06-16,10885.0,5404.0,12544.0,48419.0,117936.0,1780303.0,14707,6482,15428,54838,133021,1838200 -2021-06-17,10885.0,5404.0,12551.0,48433.0,117943.0,1780373.0,14707,6482,15428,54838,133021,1838200 -2021-06-18,10892.0,5404.0,12551.0,48440.0,117964.0,1780422.0,14707,6482,15428,54838,133021,1838200 -2021-06-19,10899.0,5411.0,12551.0,48454.0,117971.0,1780485.0,14707,6482,15428,54838,133021,1838200 -2021-06-20,10899.0,5411.0,12551.0,48468.0,117971.0,1780506.0,14707,6482,15428,54838,133021,1838200 -2021-06-21,10899.0,5411.0,12558.0,48468.0,117978.0,1780534.0,14707,6482,15428,54838,133021,1838200 -2021-06-22,10906.0,5411.0,12558.0,48475.0,117985.0,1780583.0,14707,6482,15428,54838,133021,1838200 -2021-06-23,10913.0,5411.0,12565.0,48489.0,117992.0,1780625.0,14707,6482,15428,54838,133021,1838200 -2021-06-24,10920.0,5411.0,12565.0,48503.0,118006.0,1780695.0,14707,6482,15428,54838,133021,1838200 -2021-06-25,10927.0,5411.0,12565.0,48510.0,118013.0,1780744.0,14707,6482,15428,54838,133021,1838200 -2021-06-26,10934.0,5418.0,12572.0,48531.0,118027.0,1780821.0,14707,6482,15428,54838,133021,1838200 -2021-06-27,10934.0,5418.0,12572.0,48538.0,118041.0,1780856.0,14707,6482,15428,54838,133021,1838200 -2021-06-28,10934.0,5418.0,12579.0,48545.0,118048.0,1780884.0,14707,6482,15428,54838,133021,1838200 -2021-06-29,10941.0,5418.0,12579.0,48559.0,118055.0,1780919.0,14707,6482,15428,54838,133021,1838200 -2021-06-30,10948.0,5418.0,12586.0,48566.0,118062.0,1780975.0,14707,6482,15428,54838,133021,1838200 -2021-07-01,10948.0,5418.0,12593.0,48566.0,118069.0,1781045.0,14707,6482,15428,54838,133021,1838200 -2021-07-02,10962.0,5418.0,12593.0,48573.0,118083.0,1781087.0,14707,6482,15428,54838,133021,1838200 -2021-07-03,10962.0,5418.0,12600.0,48580.0,118090.0,1781143.0,14707,6482,15428,54838,133021,1838200 -2021-07-04,10962.0,5425.0,12600.0,48587.0,118090.0,1781164.0,14707,6482,15428,54838,133021,1838200 -2021-07-05,10969.0,5425.0,12600.0,48594.0,118097.0,1781185.0,14707,6482,15428,54838,133021,1838200 -2021-07-06,10969.0,5425.0,12600.0,48608.0,118104.0,1781220.0,14707,6482,15428,54838,133021,1838200 -2021-07-07,10976.0,5425.0,12607.0,48615.0,118111.0,1781276.0,14707,6482,15428,54838,133021,1838200 -2021-07-08,10976.0,5425.0,12607.0,48622.0,118125.0,1781332.0,14707,6482,15428,54838,133021,1838200 -2021-07-09,10976.0,5425.0,12607.0,48636.0,118132.0,1781395.0,14707,6482,15428,54838,133021,1838200 -2021-07-10,10983.0,5432.0,12614.0,48643.0,118139.0,1781458.0,14707,6482,15428,54838,133021,1838200 -2021-07-11,10990.0,5432.0,12621.0,48643.0,118146.0,1781472.0,14707,6482,15428,54838,133021,1838200 -2021-07-12,10990.0,5432.0,12621.0,48650.0,118146.0,1781500.0,14707,6482,15428,54838,133021,1838200 -2021-07-13,10990.0,5432.0,12621.0,48657.0,118153.0,1781542.0,14707,6482,15428,54838,133021,1838200 -2021-07-14,10997.0,5432.0,12621.0,48664.0,118160.0,1781598.0,14707,6482,15428,54838,133021,1838200 -2021-07-15,10997.0,5432.0,12621.0,48678.0,118167.0,1781640.0,14707,6482,15428,54838,133021,1838200 -2021-07-16,11004.0,5439.0,12628.0,48692.0,118174.0,1781675.0,14707,6482,15428,54838,133021,1838200 -2021-07-17,11011.0,5439.0,12628.0,48699.0,118188.0,1781738.0,14707,6482,15428,54838,133021,1838200 -2021-07-18,11011.0,5439.0,12628.0,48699.0,118188.0,1781766.0,14707,6482,15428,54838,133021,1838200 -2021-07-19,11011.0,5439.0,12635.0,48706.0,118195.0,1781787.0,14707,6482,15428,54838,133021,1838200 -2021-07-20,11018.0,5439.0,12635.0,48706.0,118195.0,1781822.0,14707,6482,15428,54838,133021,1838200 -2021-07-21,11025.0,5439.0,12642.0,48713.0,118202.0,1781857.0,14707,6482,15428,54838,133021,1838200 -2021-07-22,11032.0,5439.0,12642.0,48720.0,118209.0,1781899.0,14707,6482,15428,54838,133021,1838200 -2021-07-23,11039.0,5439.0,12642.0,48727.0,118216.0,1781941.0,14707,6482,15428,54838,133021,1838200 -2021-07-24,11039.0,5439.0,12642.0,48734.0,118223.0,1781976.0,14707,6482,15428,54838,133021,1838200 -2021-07-25,11039.0,5439.0,12642.0,48734.0,118223.0,1781983.0,14707,6482,15428,54838,133021,1838200 -2021-07-26,11046.0,5446.0,12642.0,48734.0,118230.0,1782004.0,14707,6482,15428,54838,133021,1838200 -2021-07-27,11046.0,5446.0,12642.0,48741.0,118237.0,1782025.0,14707,6482,15428,54838,133021,1838200 -2021-07-28,11046.0,5446.0,12642.0,48748.0,118237.0,1782053.0,14707,6482,15428,54838,133021,1838200 -2021-07-29,11053.0,5446.0,12649.0,48755.0,118244.0,1782095.0,14707,6482,15428,54838,133021,1838200 -2021-07-30,11060.0,5446.0,12656.0,48762.0,118244.0,1782116.0,14707,6482,15428,54838,133021,1838200 -2021-07-31,11060.0,5446.0,12656.0,48769.0,118251.0,1782151.0,14707,6482,15428,54838,133021,1838200 -2021-08-01,11060.0,5446.0,12656.0,48769.0,118251.0,1782158.0,14707,6482,15428,54838,133021,1838200 -2021-08-02,11067.0,5446.0,12656.0,48776.0,118251.0,1782172.0,14707,6482,15428,54838,133021,1838200 -2021-08-03,11067.0,5446.0,12656.0,48790.0,118258.0,1782200.0,14707,6482,15428,54838,133021,1838200 -2021-08-04,11074.0,5446.0,12663.0,48790.0,118265.0,1782228.0,14707,6482,15428,54838,133021,1838200 -2021-08-05,11074.0,5446.0,12663.0,48797.0,118272.0,1782256.0,14707,6482,15428,54838,133021,1838200 -2021-08-06,11081.0,5446.0,12670.0,48797.0,118272.0,1782277.0,14707,6482,15428,54838,133021,1838200 -2021-08-07,11081.0,5446.0,12670.0,48804.0,118279.0,1782312.0,14707,6482,15428,54838,133021,1838200 -2021-08-08,11081.0,5446.0,12670.0,48811.0,118279.0,1782319.0,14707,6482,15428,54838,133021,1838200 -2021-08-09,11088.0,5446.0,12670.0,48818.0,118279.0,1782333.0,14707,6482,15428,54838,133021,1838200 -2021-08-10,11095.0,5446.0,12670.0,48825.0,118286.0,1782361.0,14707,6482,15428,54838,133021,1838200 -2021-08-11,11095.0,5453.0,12670.0,48832.0,118286.0,1782382.0,14707,6482,15428,54838,133021,1838200 -2021-08-12,11102.0,5453.0,12670.0,48839.0,118293.0,1782417.0,14707,6482,15428,54838,133021,1838200 -2021-08-13,11102.0,5453.0,12677.0,48853.0,118300.0,1782431.0,14707,6482,15428,54838,133021,1838200 -2021-08-14,11102.0,5453.0,12677.0,48853.0,118307.0,1782452.0,14707,6482,15428,54838,133021,1838200 -2021-08-15,11102.0,5453.0,12677.0,48853.0,118307.0,1782459.0,14707,6482,15428,54838,133021,1838200 -2021-08-16,11109.0,5453.0,12677.0,48860.0,118307.0,1782473.0,14707,6482,15428,54838,133021,1838200 -2021-08-17,11109.0,5453.0,12677.0,48860.0,118307.0,1782494.0,14707,6482,15428,54838,133021,1838200 -2021-08-18,11109.0,5453.0,12684.0,48867.0,118307.0,1782508.0,14707,6482,15428,54838,133021,1838200 -2021-08-19,11109.0,5453.0,12684.0,48867.0,118307.0,1782508.0,14707,6482,15428,54838,133021,1838200 +2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,14700,6475,15449,54852,132839,1837556 +2020-12-02,0.0,0.0,0.0,0.0,0.0,0.0,14700,6475,15449,54852,132839,1837556 +2020-12-03,0.0,0.0,0.0,0.0,0.0,0.0,14700,6475,15449,54852,132839,1837556 +2020-12-04,0.0,0.0,0.0,0.0,0.0,0.0,14700,6475,15449,54852,132839,1837556 +2020-12-07,0.0,0.0,0.0,0.0,0.0,7.0,14700,6475,15449,54852,132839,1837556 +2020-12-08,0.0,0.0,0.0,0.0,7.0,35.0,14700,6475,15449,54852,132839,1837556 +2020-12-09,0.0,0.0,0.0,0.0,7.0,91.0,14700,6475,15449,54852,132839,1837556 +2020-12-10,0.0,0.0,0.0,7.0,14.0,154.0,14700,6475,15449,54852,132839,1837556 +2020-12-11,0.0,0.0,0.0,7.0,21.0,217.0,14700,6475,15449,54852,132839,1837556 +2020-12-12,0.0,0.0,0.0,14.0,21.0,266.0,14700,6475,15449,54852,132839,1837556 +2020-12-13,0.0,0.0,0.0,14.0,21.0,301.0,14700,6475,15449,54852,132839,1837556 +2020-12-14,0.0,0.0,0.0,21.0,28.0,371.0,14700,6475,15449,54852,132839,1837556 +2020-12-15,7.0,0.0,7.0,28.0,42.0,553.0,14700,6475,15449,54852,132839,1837556 +2020-12-16,7.0,0.0,14.0,42.0,63.0,791.0,14700,6475,15449,54852,132839,1837556 +2020-12-17,14.0,0.0,21.0,91.0,84.0,1330.0,14700,6475,15449,54852,132839,1837556 +2020-12-18,21.0,7.0,21.0,182.0,112.0,1764.0,14700,6475,15449,54852,132839,1837556 +2020-12-19,28.0,14.0,28.0,245.0,147.0,2317.0,14700,6475,15449,54852,132839,1837556 +2020-12-20,35.0,14.0,28.0,294.0,175.0,2786.0,14700,6475,15449,54852,132839,1837556 +2020-12-21,35.0,14.0,35.0,357.0,210.0,3332.0,14700,6475,15449,54852,132839,1837556 +2020-12-22,49.0,21.0,42.0,448.0,231.0,3801.0,14700,6475,15449,54852,132839,1837556 +2020-12-23,56.0,28.0,56.0,553.0,259.0,4382.0,14700,6475,15449,54852,132839,1837556 +2020-12-24,56.0,28.0,56.0,588.0,266.0,4648.0,14700,6475,15449,54852,132839,1837556 +2020-12-25,56.0,28.0,56.0,588.0,266.0,4648.0,14700,6475,15449,54852,132839,1837556 +2020-12-26,56.0,28.0,56.0,588.0,273.0,4655.0,14700,6475,15449,54852,132839,1837556 +2020-12-27,56.0,28.0,56.0,595.0,273.0,4676.0,14700,6475,15449,54852,132839,1837556 +2020-12-28,56.0,28.0,56.0,595.0,273.0,4767.0,14700,6475,15449,54852,132839,1837556 +2020-12-29,56.0,28.0,56.0,651.0,287.0,5117.0,14700,6475,15449,54852,132839,1837556 +2020-12-30,63.0,35.0,70.0,742.0,357.0,6979.0,14700,6475,15449,54852,132839,1837556 +2020-12-31,77.0,42.0,77.0,840.0,448.0,8897.0,14700,6475,15449,54852,132839,1837556 +2021-01-01,77.0,42.0,84.0,854.0,469.0,9422.0,14700,6475,15449,54852,132839,1837556 +2021-01-02,77.0,42.0,84.0,875.0,497.0,10101.0,14700,6475,15449,54852,132839,1837556 +2021-01-03,77.0,42.0,84.0,882.0,504.0,10234.0,14700,6475,15449,54852,132839,1837556 +2021-01-04,77.0,42.0,91.0,896.0,511.0,10416.0,14700,6475,15449,54852,132839,1837556 +2021-01-05,84.0,49.0,98.0,924.0,539.0,10815.0,14700,6475,15449,54852,132839,1837556 +2021-01-06,105.0,56.0,112.0,994.0,686.0,13202.0,14700,6475,15449,54852,132839,1837556 +2021-01-07,154.0,91.0,189.0,1365.0,1155.0,21756.0,14700,6475,15449,54852,132839,1837556 +2021-01-08,245.0,126.0,315.0,1869.0,1743.0,33026.0,14700,6475,15449,54852,132839,1837556 +2021-01-09,357.0,161.0,399.0,2338.0,2254.0,42350.0,14700,6475,15449,54852,132839,1837556 +2021-01-10,406.0,175.0,427.0,2527.0,2492.0,46326.0,14700,6475,15449,54852,132839,1837556 +2021-01-11,427.0,182.0,448.0,2667.0,2618.0,49546.0,14700,6475,15449,54852,132839,1837556 +2021-01-12,448.0,203.0,483.0,2821.0,2933.0,56336.0,14700,6475,15449,54852,132839,1837556 +2021-01-13,567.0,252.0,567.0,3220.0,3682.0,71155.0,14700,6475,15449,54852,132839,1837556 +2021-01-14,686.0,329.0,714.0,3801.0,4564.0,87899.0,14700,6475,15449,54852,132839,1837556 +2021-01-15,868.0,392.0,861.0,4466.0,5845.0,107688.0,14700,6475,15449,54852,132839,1837556 +2021-01-16,994.0,448.0,973.0,5047.0,6811.0,123949.0,14700,6475,15449,54852,132839,1837556 +2021-01-17,1043.0,462.0,1022.0,5215.0,7231.0,130844.0,14700,6475,15449,54852,132839,1837556 +2021-01-18,1127.0,483.0,1078.0,5474.0,7651.0,138222.0,14700,6475,15449,54852,132839,1837556 +2021-01-19,1309.0,574.0,1281.0,6349.0,9534.0,169911.0,14700,6475,15449,54852,132839,1837556 +2021-01-20,1610.0,714.0,1610.0,7777.0,11879.0,211456.0,14700,6475,15449,54852,132839,1837556 +2021-01-21,1904.0,861.0,1883.0,9135.0,14567.0,259350.0,14700,6475,15449,54852,132839,1837556 +2021-01-22,2359.0,1120.0,2555.0,11284.0,18893.0,335125.0,14700,6475,15449,54852,132839,1837556 +2021-01-23,2786.0,1351.0,3171.0,13587.0,24605.0,431179.0,14700,6475,15449,54852,132839,1837556 +2021-01-24,2996.0,1484.0,3535.0,14826.0,26586.0,464471.0,14700,6475,15449,54852,132839,1837556 +2021-01-25,3206.0,1603.0,3780.0,16009.0,28287.0,492541.0,14700,6475,15449,54852,132839,1837556 +2021-01-26,3493.0,1764.0,4179.0,17528.0,30625.0,531881.0,14700,6475,15449,54852,132839,1837556 +2021-01-27,3864.0,1939.0,4627.0,19341.0,33215.0,571536.0,14700,6475,15449,54852,132839,1837556 +2021-01-28,4284.0,2170.0,5173.0,21777.0,37226.0,641697.0,14700,6475,15449,54852,132839,1837556 +2021-01-29,4767.0,2457.0,5824.0,24066.0,43638.0,750813.0,14700,6475,15449,54852,132839,1837556 +2021-01-30,5271.0,2716.0,6489.0,26614.0,50757.0,868945.0,14700,6475,15449,54852,132839,1837556 +2021-01-31,5551.0,2898.0,6881.0,28098.0,54936.0,936775.0,14700,6475,15449,54852,132839,1837556 +2021-02-01,5817.0,3059.0,7203.0,29295.0,58289.0,992754.0,14700,6475,15449,54852,132839,1837556 +2021-02-02,6160.0,3241.0,7630.0,30870.0,62321.0,1057539.0,14700,6475,15449,54852,132839,1837556 +2021-02-03,6454.0,3395.0,8092.0,32354.0,67928.0,1141315.0,14700,6475,15449,54852,132839,1837556 +2021-02-04,6860.0,3640.0,8575.0,34090.0,73458.0,1227940.0,14700,6475,15449,54852,132839,1837556 +2021-02-05,7210.0,3843.0,9072.0,35672.0,79163.0,1308258.0,14700,6475,15449,54852,132839,1837556 +2021-02-06,7560.0,4088.0,9562.0,37324.0,86933.0,1413594.0,14700,6475,15449,54852,132839,1837556 +2021-02-07,7742.0,4221.0,9807.0,38178.0,91126.0,1465758.0,14700,6475,15449,54852,132839,1837556 +2021-02-08,7931.0,4319.0,10059.0,38990.0,94549.0,1509396.0,14700,6475,15449,54852,132839,1837556 +2021-02-09,8141.0,4452.0,10360.0,39830.0,98791.0,1562743.0,14700,6475,15449,54852,132839,1837556 +2021-02-10,8358.0,4543.0,10549.0,40782.0,102109.0,1603063.0,14700,6475,15449,54852,132839,1837556 +2021-02-11,8596.0,4627.0,10787.0,41517.0,105364.0,1641136.0,14700,6475,15449,54852,132839,1837556 +2021-02-12,8820.0,4725.0,10983.0,42126.0,108115.0,1672811.0,14700,6475,15449,54852,132839,1837556 +2021-02-13,8960.0,4788.0,11151.0,42651.0,110285.0,1700706.0,14700,6475,15449,54852,132839,1837556 +2021-02-14,9016.0,4816.0,11221.0,42868.0,110950.0,1708770.0,14700,6475,15449,54852,132839,1837556 +2021-02-15,9079.0,4844.0,11277.0,43113.0,111566.0,1715238.0,14700,6475,15449,54852,132839,1837556 +2021-02-16,9149.0,4865.0,11340.0,43309.0,112098.0,1720761.0,14700,6475,15449,54852,132839,1837556 +2021-02-17,9240.0,4893.0,11389.0,43596.0,112539.0,1725549.0,14700,6475,15449,54852,132839,1837556 +2021-02-18,9310.0,4928.0,11445.0,43820.0,112889.0,1729287.0,14700,6475,15449,54852,132839,1837556 +2021-02-19,9352.0,4942.0,11501.0,44002.0,113148.0,1732094.0,14700,6475,15449,54852,132839,1837556 +2021-02-20,9401.0,4956.0,11536.0,44135.0,113358.0,1734670.0,14700,6475,15449,54852,132839,1837556 +2021-02-21,9415.0,4963.0,11550.0,44212.0,113435.0,1735391.0,14700,6475,15449,54852,132839,1837556 +2021-02-22,9450.0,4970.0,11564.0,44317.0,113533.0,1736553.0,14700,6475,15449,54852,132839,1837556 +2021-02-23,9506.0,4977.0,11599.0,44464.0,113743.0,1738268.0,14700,6475,15449,54852,132839,1837556 +2021-02-24,9562.0,5005.0,11641.0,44604.0,113974.0,1740683.0,14700,6475,15449,54852,132839,1837556 +2021-02-25,9632.0,5019.0,11683.0,44814.0,114212.0,1743350.0,14700,6475,15449,54852,132839,1837556 +2021-02-26,9688.0,5047.0,11746.0,45003.0,114478.0,1745786.0,14700,6475,15449,54852,132839,1837556 +2021-02-27,9723.0,5061.0,11760.0,45150.0,114639.0,1747382.0,14700,6475,15449,54852,132839,1837556 +2021-02-28,9744.0,5068.0,11781.0,45199.0,114702.0,1748005.0,14700,6475,15449,54852,132839,1837556 +2021-03-01,9758.0,5068.0,11795.0,45241.0,114758.0,1748684.0,14700,6475,15449,54852,132839,1837556 +2021-03-02,9779.0,5075.0,11809.0,45297.0,114835.0,1749496.0,14700,6475,15449,54852,132839,1837556 +2021-03-03,9807.0,5089.0,11830.0,45423.0,114926.0,1750504.0,14700,6475,15449,54852,132839,1837556 +2021-03-04,9849.0,5103.0,11851.0,45556.0,115059.0,1751925.0,14700,6475,15449,54852,132839,1837556 +2021-03-05,9898.0,5117.0,11879.0,45647.0,115234.0,1753626.0,14700,6475,15449,54852,132839,1837556 +2021-03-06,9933.0,5131.0,11900.0,45745.0,115360.0,1754886.0,14700,6475,15449,54852,132839,1837556 +2021-03-07,9947.0,5131.0,11907.0,45794.0,115395.0,1755145.0,14700,6475,15449,54852,132839,1837556 +2021-03-08,9961.0,5138.0,11914.0,45850.0,115444.0,1755691.0,14700,6475,15449,54852,132839,1837556 +2021-03-09,9989.0,5145.0,11928.0,45913.0,115493.0,1756300.0,14700,6475,15449,54852,132839,1837556 +2021-03-10,10010.0,5145.0,11935.0,45969.0,115542.0,1756986.0,14700,6475,15449,54852,132839,1837556 +2021-03-11,10031.0,5159.0,11956.0,46025.0,115612.0,1757602.0,14700,6475,15449,54852,132839,1837556 +2021-03-12,10059.0,5166.0,11970.0,46109.0,115696.0,1758484.0,14700,6475,15449,54852,132839,1837556 +2021-03-13,10094.0,5173.0,11998.0,46193.0,115808.0,1759352.0,14700,6475,15449,54852,132839,1837556 +2021-03-14,10101.0,5180.0,12012.0,46228.0,115843.0,1759702.0,14700,6475,15449,54852,132839,1837556 +2021-03-15,10129.0,5180.0,12019.0,46277.0,115885.0,1760185.0,14700,6475,15449,54852,132839,1837556 +2021-03-16,10143.0,5187.0,12026.0,46340.0,115955.0,1760717.0,14700,6475,15449,54852,132839,1837556 +2021-03-17,10157.0,5194.0,12040.0,46431.0,115997.0,1761214.0,14700,6475,15449,54852,132839,1837556 +2021-03-18,10185.0,5208.0,12054.0,46487.0,116067.0,1761795.0,14700,6475,15449,54852,132839,1837556 +2021-03-19,10206.0,5215.0,12082.0,46550.0,116130.0,1762334.0,14700,6475,15449,54852,132839,1837556 +2021-03-20,10227.0,5222.0,12096.0,46592.0,116193.0,1762894.0,14700,6475,15449,54852,132839,1837556 +2021-03-21,10234.0,5229.0,12103.0,46634.0,116214.0,1763097.0,14700,6475,15449,54852,132839,1837556 +2021-03-22,10248.0,5236.0,12110.0,46662.0,116249.0,1763412.0,14700,6475,15449,54852,132839,1837556 +2021-03-23,10262.0,5236.0,12124.0,46704.0,116284.0,1763790.0,14700,6475,15449,54852,132839,1837556 +2021-03-24,10276.0,5243.0,12131.0,46760.0,116326.0,1764231.0,14700,6475,15449,54852,132839,1837556 +2021-03-25,10304.0,5250.0,12152.0,46802.0,116368.0,1764721.0,14700,6475,15449,54852,132839,1837556 +2021-03-26,10318.0,5264.0,12173.0,46851.0,116424.0,1765232.0,14700,6475,15449,54852,132839,1837556 +2021-03-27,10353.0,5264.0,12180.0,46907.0,116487.0,1765827.0,14700,6475,15449,54852,132839,1837556 +2021-03-28,10367.0,5264.0,12187.0,46935.0,116515.0,1766051.0,14700,6475,15449,54852,132839,1837556 +2021-03-29,10381.0,5264.0,12194.0,46963.0,116557.0,1766359.0,14700,6475,15449,54852,132839,1837556 +2021-03-30,10395.0,5278.0,12201.0,46998.0,116592.0,1766744.0,14700,6475,15449,54852,132839,1837556 +2021-03-31,10409.0,5278.0,12215.0,47026.0,116627.0,1767213.0,14700,6475,15449,54852,132839,1837556 +2021-04-01,10430.0,5278.0,12222.0,47061.0,116655.0,1767591.0,14700,6475,15449,54852,132839,1837556 +2021-04-02,10430.0,5285.0,12229.0,47082.0,116683.0,1767843.0,14700,6475,15449,54852,132839,1837556 +2021-04-03,10437.0,5285.0,12229.0,47096.0,116704.0,1768018.0,14700,6475,15449,54852,132839,1837556 +2021-04-04,10437.0,5285.0,12229.0,47103.0,116711.0,1768088.0,14700,6475,15449,54852,132839,1837556 +2021-04-05,10437.0,5292.0,12229.0,47110.0,116711.0,1768130.0,14700,6475,15449,54852,132839,1837556 +2021-04-06,10444.0,5292.0,12236.0,47138.0,116732.0,1768375.0,14700,6475,15449,54852,132839,1837556 +2021-04-07,10458.0,5292.0,12243.0,47194.0,116753.0,1768676.0,14700,6475,15449,54852,132839,1837556 +2021-04-08,10472.0,5292.0,12257.0,47222.0,116781.0,1769075.0,14700,6475,15449,54852,132839,1837556 +2021-04-09,10486.0,5299.0,12264.0,47257.0,116809.0,1769446.0,14700,6475,15449,54852,132839,1837556 +2021-04-10,10493.0,5299.0,12271.0,47285.0,116844.0,1769824.0,14700,6475,15449,54852,132839,1837556 +2021-04-11,10500.0,5299.0,12271.0,47299.0,116858.0,1769985.0,14700,6475,15449,54852,132839,1837556 +2021-04-12,10507.0,5299.0,12278.0,47313.0,116879.0,1770209.0,14700,6475,15449,54852,132839,1837556 +2021-04-13,10514.0,5306.0,12285.0,47334.0,116900.0,1770482.0,14700,6475,15449,54852,132839,1837556 +2021-04-14,10521.0,5306.0,12292.0,47348.0,116921.0,1770797.0,14700,6475,15449,54852,132839,1837556 +2021-04-15,10528.0,5306.0,12299.0,47369.0,116935.0,1771126.0,14700,6475,15449,54852,132839,1837556 +2021-04-16,10535.0,5306.0,12299.0,47390.0,116963.0,1771581.0,14700,6475,15449,54852,132839,1837556 +2021-04-17,10542.0,5306.0,12306.0,47411.0,116984.0,1771924.0,14700,6475,15449,54852,132839,1837556 +2021-04-18,10549.0,5313.0,12313.0,47425.0,116991.0,1772085.0,14700,6475,15449,54852,132839,1837556 +2021-04-19,10556.0,5313.0,12320.0,47432.0,117005.0,1772295.0,14700,6475,15449,54852,132839,1837556 +2021-04-20,10556.0,5313.0,12327.0,47446.0,117026.0,1772512.0,14700,6475,15449,54852,132839,1837556 +2021-04-21,10556.0,5313.0,12334.0,47474.0,117054.0,1772785.0,14700,6475,15449,54852,132839,1837556 +2021-04-22,10570.0,5320.0,12341.0,47488.0,117082.0,1773142.0,14700,6475,15449,54852,132839,1837556 +2021-04-23,10577.0,5327.0,12341.0,47502.0,117110.0,1773485.0,14700,6475,15449,54852,132839,1837556 +2021-04-24,10584.0,5334.0,12348.0,47530.0,117138.0,1773842.0,14700,6475,15449,54852,132839,1837556 +2021-04-25,10591.0,5334.0,12348.0,47537.0,117152.0,1774136.0,14700,6475,15449,54852,132839,1837556 +2021-04-26,10591.0,5334.0,12348.0,47551.0,117166.0,1774325.0,14700,6475,15449,54852,132839,1837556 +2021-04-27,10598.0,5334.0,12355.0,47558.0,117187.0,1774563.0,14700,6475,15449,54852,132839,1837556 +2021-04-28,10612.0,5334.0,12362.0,47579.0,117208.0,1774822.0,14700,6475,15449,54852,132839,1837556 +2021-04-29,10612.0,5334.0,12362.0,47600.0,117243.0,1775095.0,14700,6475,15449,54852,132839,1837556 +2021-04-30,10619.0,5341.0,12369.0,47621.0,117257.0,1775312.0,14700,6475,15449,54852,132839,1837556 +2021-05-01,10619.0,5341.0,12369.0,47635.0,117278.0,1775508.0,14700,6475,15449,54852,132839,1837556 +2021-05-02,10626.0,5341.0,12376.0,47649.0,117278.0,1775571.0,14700,6475,15449,54852,132839,1837556 +2021-05-03,10626.0,5341.0,12376.0,47656.0,117292.0,1775627.0,14700,6475,15449,54852,132839,1837556 +2021-05-04,10633.0,5341.0,12376.0,47663.0,117306.0,1775746.0,14700,6475,15449,54852,132839,1837556 +2021-05-05,10640.0,5348.0,12383.0,47677.0,117320.0,1775900.0,14700,6475,15449,54852,132839,1837556 +2021-05-06,10647.0,5348.0,12390.0,47698.0,117334.0,1776068.0,14700,6475,15449,54852,132839,1837556 +2021-05-07,10654.0,5348.0,12397.0,47705.0,117348.0,1776222.0,14700,6475,15449,54852,132839,1837556 +2021-05-08,10661.0,5348.0,12397.0,47712.0,117355.0,1776348.0,14700,6475,15449,54852,132839,1837556 +2021-05-09,10661.0,5348.0,12404.0,47719.0,117362.0,1776397.0,14700,6475,15449,54852,132839,1837556 +2021-05-10,10661.0,5348.0,12404.0,47733.0,117369.0,1776474.0,14700,6475,15449,54852,132839,1837556 +2021-05-11,10668.0,5348.0,12411.0,47754.0,117376.0,1776579.0,14700,6475,15449,54852,132839,1837556 +2021-05-12,10675.0,5348.0,12411.0,47789.0,117390.0,1776719.0,14700,6475,15449,54852,132839,1837556 +2021-05-13,10682.0,5355.0,12418.0,47803.0,117404.0,1776887.0,14700,6475,15449,54852,132839,1837556 +2021-05-14,10696.0,5355.0,12425.0,47824.0,117418.0,1777020.0,14700,6475,15449,54852,132839,1837556 +2021-05-15,10703.0,5362.0,12432.0,47852.0,117432.0,1777139.0,14700,6475,15449,54852,132839,1837556 +2021-05-16,10710.0,5362.0,12439.0,47866.0,117439.0,1777195.0,14700,6475,15449,54852,132839,1837556 +2021-05-17,10710.0,5362.0,12446.0,47880.0,117446.0,1777258.0,14700,6475,15449,54852,132839,1837556 +2021-05-18,10717.0,5362.0,12453.0,47901.0,117453.0,1777363.0,14700,6475,15449,54852,132839,1837556 +2021-05-19,10724.0,5362.0,12460.0,47936.0,117467.0,1777496.0,14700,6475,15449,54852,132839,1837556 +2021-05-20,10731.0,5362.0,12467.0,47978.0,117488.0,1777615.0,14700,6475,15449,54852,132839,1837556 +2021-05-21,10738.0,5369.0,12467.0,47992.0,117502.0,1777741.0,14700,6475,15449,54852,132839,1837556 +2021-05-22,10752.0,5369.0,12467.0,48020.0,117516.0,1777832.0,14700,6475,15449,54852,132839,1837556 +2021-05-23,10752.0,5369.0,12474.0,48027.0,117523.0,1777881.0,14700,6475,15449,54852,132839,1837556 +2021-05-24,10752.0,5369.0,12474.0,48041.0,117530.0,1777951.0,14700,6475,15449,54852,132839,1837556 +2021-05-25,10759.0,5376.0,12481.0,48062.0,117544.0,1778035.0,14700,6475,15449,54852,132839,1837556 +2021-05-26,10766.0,5376.0,12481.0,48083.0,117551.0,1778168.0,14700,6475,15449,54852,132839,1837556 +2021-05-27,10773.0,5376.0,12488.0,48111.0,117572.0,1778266.0,14700,6475,15449,54852,132839,1837556 +2021-05-28,10780.0,5383.0,12495.0,48132.0,117586.0,1778371.0,14700,6475,15449,54852,132839,1837556 +2021-05-29,10780.0,5383.0,12502.0,48160.0,117600.0,1778448.0,14700,6475,15449,54852,132839,1837556 +2021-05-30,10787.0,5383.0,12502.0,48174.0,117600.0,1778476.0,14700,6475,15449,54852,132839,1837556 +2021-05-31,10787.0,5383.0,12502.0,48188.0,117607.0,1778497.0,14700,6475,15449,54852,132839,1837556 +2021-06-01,10794.0,5383.0,12502.0,48195.0,117607.0,1778553.0,14700,6475,15449,54852,132839,1837556 +2021-06-02,10794.0,5390.0,12509.0,48209.0,117614.0,1778623.0,14700,6475,15449,54852,132839,1837556 +2021-06-03,10801.0,5390.0,12516.0,48223.0,117621.0,1778707.0,14700,6475,15449,54852,132839,1837556 +2021-06-04,10808.0,5390.0,12516.0,48237.0,117628.0,1778763.0,14700,6475,15449,54852,132839,1837556 +2021-06-05,10815.0,5390.0,12523.0,48258.0,117642.0,1778826.0,14700,6475,15449,54852,132839,1837556 +2021-06-06,10815.0,5390.0,12523.0,48265.0,117642.0,1778868.0,14700,6475,15449,54852,132839,1837556 +2021-06-07,10822.0,5390.0,12523.0,48272.0,117656.0,1778917.0,14700,6475,15449,54852,132839,1837556 +2021-06-08,10829.0,5390.0,12530.0,48293.0,117663.0,1778973.0,14700,6475,15449,54852,132839,1837556 +2021-06-09,10829.0,5397.0,12530.0,48307.0,117670.0,1779043.0,14700,6475,15449,54852,132839,1837556 +2021-06-10,10843.0,5397.0,12537.0,48321.0,117677.0,1779127.0,14700,6475,15449,54852,132839,1837556 +2021-06-11,10843.0,5397.0,12537.0,48328.0,117691.0,1779211.0,14700,6475,15449,54852,132839,1837556 +2021-06-12,10850.0,5404.0,12544.0,48349.0,117698.0,1779267.0,14700,6475,15449,54852,132839,1837556 +2021-06-13,10857.0,5404.0,12551.0,48356.0,117705.0,1779302.0,14700,6475,15449,54852,132839,1837556 +2021-06-14,10857.0,5404.0,12551.0,48370.0,117712.0,1779358.0,14700,6475,15449,54852,132839,1837556 +2021-06-15,10864.0,5404.0,12551.0,48377.0,117712.0,1779421.0,14700,6475,15449,54852,132839,1837556 +2021-06-16,10871.0,5404.0,12558.0,48398.0,117733.0,1779491.0,14700,6475,15449,54852,132839,1837556 +2021-06-17,10878.0,5404.0,12558.0,48412.0,117740.0,1779561.0,14700,6475,15449,54852,132839,1837556 +2021-06-18,10878.0,5404.0,12558.0,48419.0,117761.0,1779610.0,14700,6475,15449,54852,132839,1837556 +2021-06-19,10885.0,5411.0,12558.0,48433.0,117768.0,1779673.0,14700,6475,15449,54852,132839,1837556 +2021-06-20,10892.0,5411.0,12565.0,48440.0,117775.0,1779701.0,14700,6475,15449,54852,132839,1837556 +2021-06-21,10892.0,5411.0,12565.0,48447.0,117775.0,1779729.0,14700,6475,15449,54852,132839,1837556 +2021-06-22,10899.0,5411.0,12565.0,48454.0,117782.0,1779771.0,14700,6475,15449,54852,132839,1837556 +2021-06-23,10906.0,5411.0,12572.0,48468.0,117796.0,1779813.0,14700,6475,15449,54852,132839,1837556 +2021-06-24,10913.0,5411.0,12572.0,48475.0,117803.0,1779883.0,14700,6475,15449,54852,132839,1837556 +2021-06-25,10920.0,5411.0,12572.0,48489.0,117817.0,1779932.0,14700,6475,15449,54852,132839,1837556 +2021-06-26,10920.0,5411.0,12579.0,48503.0,117831.0,1780009.0,14700,6475,15449,54852,132839,1837556 +2021-06-27,10927.0,5411.0,12579.0,48517.0,117838.0,1780044.0,14700,6475,15449,54852,132839,1837556 +2021-06-28,10927.0,5418.0,12586.0,48524.0,117845.0,1780072.0,14700,6475,15449,54852,132839,1837556 +2021-06-29,10934.0,5418.0,12586.0,48531.0,117852.0,1780107.0,14700,6475,15449,54852,132839,1837556 +2021-06-30,10934.0,5418.0,12593.0,48538.0,117866.0,1780163.0,14700,6475,15449,54852,132839,1837556 +2021-07-01,10941.0,5418.0,12600.0,48545.0,117873.0,1780233.0,14700,6475,15449,54852,132839,1837556 +2021-07-02,10948.0,5418.0,12600.0,48545.0,117880.0,1780275.0,14700,6475,15449,54852,132839,1837556 +2021-07-03,10955.0,5418.0,12607.0,48552.0,117887.0,1780331.0,14700,6475,15449,54852,132839,1837556 +2021-07-04,10955.0,5425.0,12607.0,48566.0,117894.0,1780352.0,14700,6475,15449,54852,132839,1837556 +2021-07-05,10955.0,5425.0,12607.0,48566.0,117901.0,1780380.0,14700,6475,15449,54852,132839,1837556 +2021-07-06,10962.0,5425.0,12607.0,48580.0,117901.0,1780408.0,14700,6475,15449,54852,132839,1837556 +2021-07-07,10962.0,5425.0,12614.0,48587.0,117915.0,1780464.0,14700,6475,15449,54852,132839,1837556 +2021-07-08,10962.0,5425.0,12614.0,48601.0,117929.0,1780520.0,14700,6475,15449,54852,132839,1837556 +2021-07-09,10969.0,5425.0,12621.0,48615.0,117936.0,1780590.0,14700,6475,15449,54852,132839,1837556 +2021-07-10,10976.0,5425.0,12621.0,48615.0,117943.0,1780646.0,14700,6475,15449,54852,132839,1837556 +2021-07-11,10983.0,5425.0,12628.0,48622.0,117943.0,1780660.0,14700,6475,15449,54852,132839,1837556 +2021-07-12,10983.0,5432.0,12628.0,48622.0,117950.0,1780688.0,14700,6475,15449,54852,132839,1837556 +2021-07-13,10983.0,5432.0,12628.0,48629.0,117957.0,1780730.0,14700,6475,15449,54852,132839,1837556 +2021-07-14,10990.0,5432.0,12635.0,48643.0,117957.0,1780786.0,14700,6475,15449,54852,132839,1837556 +2021-07-15,10990.0,5432.0,12635.0,48650.0,117964.0,1780828.0,14700,6475,15449,54852,132839,1837556 +2021-07-16,10990.0,5439.0,12635.0,48664.0,117978.0,1780870.0,14700,6475,15449,54852,132839,1837556 +2021-07-17,10997.0,5439.0,12635.0,48671.0,117985.0,1780926.0,14700,6475,15449,54852,132839,1837556 +2021-07-18,11004.0,5439.0,12642.0,48678.0,117992.0,1780954.0,14700,6475,15449,54852,132839,1837556 +2021-07-19,11004.0,5439.0,12642.0,48678.0,117999.0,1780975.0,14700,6475,15449,54852,132839,1837556 +2021-07-20,11011.0,5439.0,12649.0,48685.0,117999.0,1781010.0,14700,6475,15449,54852,132839,1837556 +2021-07-21,11018.0,5439.0,12649.0,48685.0,118006.0,1781045.0,14700,6475,15449,54852,132839,1837556 +2021-07-22,11025.0,5439.0,12649.0,48699.0,118013.0,1781087.0,14700,6475,15449,54852,132839,1837556 +2021-07-23,11025.0,5439.0,12649.0,48699.0,118020.0,1781129.0,14700,6475,15449,54852,132839,1837556 +2021-07-24,11032.0,5439.0,12649.0,48706.0,118027.0,1781164.0,14700,6475,15449,54852,132839,1837556 +2021-07-25,11032.0,5439.0,12656.0,48706.0,118027.0,1781171.0,14700,6475,15449,54852,132839,1837556 +2021-07-26,11032.0,5439.0,12656.0,48713.0,118034.0,1781192.0,14700,6475,15449,54852,132839,1837556 +2021-07-27,11039.0,5439.0,12656.0,48713.0,118034.0,1781213.0,14700,6475,15449,54852,132839,1837556 +2021-07-28,11039.0,5446.0,12656.0,48727.0,118041.0,1781241.0,14700,6475,15449,54852,132839,1837556 +2021-07-29,11046.0,5446.0,12663.0,48734.0,118041.0,1781283.0,14700,6475,15449,54852,132839,1837556 +2021-07-30,11046.0,5446.0,12663.0,48734.0,118048.0,1781304.0,14700,6475,15449,54852,132839,1837556 +2021-07-31,11053.0,5446.0,12670.0,48741.0,118055.0,1781332.0,14700,6475,15449,54852,132839,1837556 +2021-08-01,11053.0,5446.0,12670.0,48748.0,118055.0,1781346.0,14700,6475,15449,54852,132839,1837556 +2021-08-02,11053.0,5446.0,12670.0,48748.0,118055.0,1781360.0,14700,6475,15449,54852,132839,1837556 +2021-08-03,11060.0,5446.0,12670.0,48762.0,118062.0,1781388.0,14700,6475,15449,54852,132839,1837556 +2021-08-04,11060.0,5446.0,12670.0,48769.0,118069.0,1781416.0,14700,6475,15449,54852,132839,1837556 +2021-08-05,11067.0,5446.0,12670.0,48769.0,118076.0,1781444.0,14700,6475,15449,54852,132839,1837556 +2021-08-06,11074.0,5446.0,12677.0,48776.0,118076.0,1781465.0,14700,6475,15449,54852,132839,1837556 +2021-08-07,11074.0,5446.0,12677.0,48783.0,118076.0,1781500.0,14700,6475,15449,54852,132839,1837556 +2021-08-08,11074.0,5446.0,12677.0,48783.0,118083.0,1781507.0,14700,6475,15449,54852,132839,1837556 +2021-08-09,11081.0,5446.0,12677.0,48797.0,118083.0,1781521.0,14700,6475,15449,54852,132839,1837556 +2021-08-10,11088.0,5446.0,12684.0,48797.0,118083.0,1781549.0,14700,6475,15449,54852,132839,1837556 +2021-08-11,11088.0,5446.0,12684.0,48811.0,118090.0,1781570.0,14700,6475,15449,54852,132839,1837556 +2021-08-12,11088.0,5446.0,12684.0,48818.0,118097.0,1781605.0,14700,6475,15449,54852,132839,1837556 +2021-08-13,11095.0,5446.0,12684.0,48832.0,118097.0,1781619.0,14700,6475,15449,54852,132839,1837556 +2021-08-14,11095.0,5453.0,12684.0,48832.0,118104.0,1781640.0,14700,6475,15449,54852,132839,1837556 +2021-08-15,11095.0,5453.0,12684.0,48839.0,118104.0,1781647.0,14700,6475,15449,54852,132839,1837556 +2021-08-16,11102.0,5453.0,12684.0,48839.0,118111.0,1781661.0,14700,6475,15449,54852,132839,1837556 +2021-08-17,11102.0,5453.0,12691.0,48846.0,118111.0,1781682.0,14700,6475,15449,54852,132839,1837556 +2021-08-18,11102.0,5453.0,12691.0,48846.0,118111.0,1781703.0,14700,6475,15449,54852,132839,1837556 +2021-08-19,11109.0,5453.0,12698.0,48860.0,118118.0,1781724.0,14700,6475,15449,54852,132839,1837556 +2021-08-20,11109.0,5453.0,12698.0,48867.0,118118.0,1781752.0,14700,6475,15449,54852,132839,1837556 +2021-08-21,11109.0,5453.0,12698.0,48874.0,118118.0,1781780.0,14700,6475,15449,54852,132839,1837556 +2021-08-22,11116.0,5453.0,12698.0,48874.0,118118.0,1781787.0,14700,6475,15449,54852,132839,1837556 +2021-08-23,11116.0,5453.0,12705.0,48881.0,118118.0,1781794.0,14700,6475,15449,54852,132839,1837556 +2021-08-24,11116.0,5453.0,12705.0,48888.0,118125.0,1781815.0,14700,6475,15449,54852,132839,1837556 +2021-08-25,11116.0,5453.0,12705.0,48888.0,118125.0,1781836.0,14700,6475,15449,54852,132839,1837556 +2021-08-26,11116.0,5453.0,12705.0,48902.0,118132.0,1781857.0,14700,6475,15449,54852,132839,1837556 +2021-08-27,11123.0,5453.0,12705.0,48909.0,118132.0,1781871.0,14700,6475,15449,54852,132839,1837556 +2021-08-28,11123.0,5453.0,12705.0,48916.0,118132.0,1781885.0,14700,6475,15449,54852,132839,1837556 +2021-08-29,11123.0,5453.0,12705.0,48916.0,118132.0,1781892.0,14700,6475,15449,54852,132839,1837556 +2021-08-30,11123.0,5453.0,12705.0,48916.0,118139.0,1781899.0,14700,6475,15449,54852,132839,1837556 +2021-08-31,11130.0,5460.0,12705.0,48923.0,118139.0,1781913.0,14700,6475,15449,54852,132839,1837556 +2021-09-01,11130.0,5460.0,12712.0,48930.0,118139.0,1781927.0,14700,6475,15449,54852,132839,1837556 diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 70-79 population by imd categories_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 70-79 population by imd categories_tpp.csv index a32c568..a1761c5 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 70-79 population by imd categories_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 70-79 population by imd categories_tpp.csv @@ -1,260 +1,274 @@ covid_vacc_date,1 Most deprived,2,3,4,5 Least deprived,Unknown,1 Most deprived_total,2_total,3_total,4_total,5 Least deprived_total,Unknown_total -2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,269780,348292,460544,476287,468230,39550 -2020-12-02,0.0,0.0,0.0,0.0,0.0,0.0,269780,348292,460544,476287,468230,39550 -2020-12-04,0.0,0.0,0.0,0.0,0.0,0.0,269780,348292,460544,476287,468230,39550 -2020-12-07,0.0,0.0,0.0,0.0,0.0,0.0,269780,348292,460544,476287,468230,39550 -2020-12-08,7.0,0.0,7.0,7.0,14.0,0.0,269780,348292,460544,476287,468230,39550 -2020-12-09,14.0,14.0,21.0,21.0,28.0,0.0,269780,348292,460544,476287,468230,39550 -2020-12-10,28.0,28.0,35.0,42.0,49.0,0.0,269780,348292,460544,476287,468230,39550 -2020-12-11,28.0,35.0,56.0,63.0,63.0,0.0,269780,348292,460544,476287,468230,39550 -2020-12-12,35.0,49.0,70.0,84.0,77.0,0.0,269780,348292,460544,476287,468230,39550 -2020-12-13,42.0,49.0,77.0,91.0,84.0,0.0,269780,348292,460544,476287,468230,39550 -2020-12-14,42.0,63.0,91.0,119.0,105.0,7.0,269780,348292,460544,476287,468230,39550 -2020-12-15,91.0,98.0,140.0,161.0,147.0,14.0,269780,348292,460544,476287,468230,39550 -2020-12-16,133.0,140.0,189.0,238.0,203.0,14.0,269780,348292,460544,476287,468230,39550 -2020-12-17,245.0,245.0,350.0,357.0,322.0,21.0,269780,348292,460544,476287,468230,39550 -2020-12-18,357.0,350.0,490.0,483.0,406.0,28.0,269780,348292,460544,476287,468230,39550 -2020-12-19,539.0,469.0,630.0,595.0,518.0,35.0,269780,348292,460544,476287,468230,39550 -2020-12-20,623.0,553.0,742.0,749.0,630.0,42.0,269780,348292,460544,476287,468230,39550 -2020-12-21,770.0,644.0,889.0,882.0,763.0,49.0,269780,348292,460544,476287,468230,39550 -2020-12-22,910.0,784.0,987.0,1008.0,868.0,56.0,269780,348292,460544,476287,468230,39550 -2020-12-23,1043.0,931.0,1183.0,1134.0,980.0,70.0,269780,348292,460544,476287,468230,39550 -2020-12-24,1120.0,987.0,1260.0,1190.0,1029.0,77.0,269780,348292,460544,476287,468230,39550 -2020-12-25,1120.0,987.0,1260.0,1190.0,1029.0,77.0,269780,348292,460544,476287,468230,39550 -2020-12-26,1120.0,987.0,1260.0,1197.0,1029.0,77.0,269780,348292,460544,476287,468230,39550 -2020-12-27,1120.0,987.0,1260.0,1197.0,1043.0,77.0,269780,348292,460544,476287,468230,39550 -2020-12-28,1127.0,1008.0,1281.0,1225.0,1064.0,77.0,269780,348292,460544,476287,468230,39550 -2020-12-29,1232.0,1092.0,1344.0,1316.0,1148.0,84.0,269780,348292,460544,476287,468230,39550 -2020-12-30,1575.0,1463.0,1708.0,1876.0,1540.0,105.0,269780,348292,460544,476287,468230,39550 -2020-12-31,1841.0,1715.0,2170.0,2492.0,2037.0,154.0,269780,348292,460544,476287,468230,39550 -2021-01-01,1876.0,1813.0,2289.0,2716.0,2114.0,161.0,269780,348292,460544,476287,468230,39550 -2021-01-02,1939.0,1904.0,2380.0,3010.0,2303.0,175.0,269780,348292,460544,476287,468230,39550 -2021-01-03,1953.0,1932.0,2408.0,3052.0,2331.0,182.0,269780,348292,460544,476287,468230,39550 -2021-01-04,1974.0,1981.0,2443.0,3108.0,2387.0,182.0,269780,348292,460544,476287,468230,39550 -2021-01-05,2037.0,2072.0,2541.0,3199.0,2492.0,189.0,269780,348292,460544,476287,468230,39550 -2021-01-06,2590.0,2401.0,3080.0,3913.0,2947.0,259.0,269780,348292,460544,476287,468230,39550 -2021-01-07,4081.0,4165.0,5082.0,6384.0,4571.0,455.0,269780,348292,460544,476287,468230,39550 -2021-01-08,6356.0,6587.0,7707.0,9282.0,6755.0,679.0,269780,348292,460544,476287,468230,39550 -2021-01-09,8190.0,8246.0,9660.0,11872.0,9065.0,882.0,269780,348292,460544,476287,468230,39550 -2021-01-10,8981.0,8981.0,10507.0,12985.0,9912.0,1050.0,269780,348292,460544,476287,468230,39550 -2021-01-11,9597.0,9506.0,11200.0,13650.0,10885.0,1106.0,269780,348292,460544,476287,468230,39550 -2021-01-12,10731.0,11053.0,12558.0,15295.0,12404.0,1197.0,269780,348292,460544,476287,468230,39550 -2021-01-13,13097.0,13972.0,15841.0,19040.0,15792.0,1624.0,269780,348292,460544,476287,468230,39550 -2021-01-14,15750.0,17577.0,19887.0,23380.0,19418.0,1897.0,269780,348292,460544,476287,468230,39550 -2021-01-15,18529.0,21322.0,24892.0,28742.0,24227.0,2345.0,269780,348292,460544,476287,468230,39550 -2021-01-16,20650.0,24171.0,28742.0,32704.0,29085.0,2835.0,269780,348292,460544,476287,468230,39550 -2021-01-17,21441.0,25354.0,30338.0,34657.0,30989.0,3003.0,269780,348292,460544,476287,468230,39550 -2021-01-18,22505.0,26656.0,32046.0,36715.0,32886.0,3199.0,269780,348292,460544,476287,468230,39550 -2021-01-19,27069.0,32683.0,39368.0,45563.0,40369.0,3913.0,269780,348292,460544,476287,468230,39550 -2021-01-20,33306.0,40628.0,49196.0,55930.0,51401.0,4648.0,269780,348292,460544,476287,468230,39550 -2021-01-21,40565.0,49756.0,60438.0,68096.0,63329.0,5621.0,269780,348292,460544,476287,468230,39550 -2021-01-22,51394.0,64316.0,78470.0,87402.0,82887.0,6972.0,269780,348292,460544,476287,468230,39550 -2021-01-23,63945.0,80752.0,101766.0,112301.0,109284.0,8785.0,269780,348292,460544,476287,468230,39550 -2021-01-24,68138.0,86905.0,110271.0,120554.0,118643.0,9576.0,269780,348292,460544,476287,468230,39550 -2021-01-25,71477.0,92274.0,117131.0,128345.0,126266.0,10129.0,269780,348292,460544,476287,468230,39550 -2021-01-26,77119.0,99757.0,127386.0,138551.0,135961.0,10941.0,269780,348292,460544,476287,468230,39550 -2021-01-27,83510.0,107394.0,137340.0,148701.0,146055.0,11823.0,269780,348292,460544,476287,468230,39550 -2021-01-28,93576.0,120722.0,154182.0,166992.0,164080.0,12943.0,269780,348292,460544,476287,468230,39550 -2021-01-29,106799.0,140077.0,182014.0,195657.0,192521.0,14693.0,269780,348292,460544,476287,468230,39550 -2021-01-30,121135.0,159649.0,211113.0,225904.0,225743.0,17500.0,269780,348292,460544,476287,468230,39550 -2021-01-31,128653.0,170751.0,228389.0,243432.0,245147.0,19033.0,269780,348292,460544,476287,468230,39550 -2021-02-01,136262.0,181244.0,242067.0,257789.0,259364.0,20013.0,269780,348292,460544,476287,468230,39550 -2021-02-02,144144.0,192521.0,257740.0,274946.0,277480.0,21294.0,269780,348292,460544,476287,468230,39550 -2021-02-03,154896.0,206990.0,277627.0,296555.0,300496.0,23408.0,269780,348292,460544,476287,468230,39550 -2021-02-04,166950.0,222803.0,298823.0,319256.0,321636.0,25606.0,269780,348292,460544,476287,468230,39550 -2021-02-05,177737.0,236621.0,319627.0,340739.0,341852.0,27223.0,269780,348292,460544,476287,468230,39550 -2021-02-06,190302.0,254863.0,347403.0,368025.0,369831.0,29316.0,269780,348292,460544,476287,468230,39550 -2021-02-07,196518.0,264208.0,361130.0,381248.0,384097.0,30310.0,269780,348292,460544,476287,468230,39550 -2021-02-08,202538.0,272622.0,371553.0,392714.0,395500.0,31052.0,269780,348292,460544,476287,468230,39550 -2021-02-09,209468.0,282772.0,384853.0,406630.0,409122.0,32221.0,269780,348292,460544,476287,468230,39550 -2021-02-10,215838.0,290668.0,395171.0,417116.0,418425.0,32984.0,269780,348292,460544,476287,468230,39550 -2021-02-11,222278.0,298235.0,404859.0,426720.0,426979.0,33782.0,269780,348292,460544,476287,468230,39550 -2021-02-12,227031.0,304626.0,412986.0,435134.0,434084.0,34580.0,269780,348292,460544,476287,468230,39550 -2021-02-13,231161.0,310513.0,420840.0,441777.0,439964.0,35182.0,269780,348292,460544,476287,468230,39550 -2021-02-14,232540.0,312095.0,423038.0,443737.0,441749.0,35385.0,269780,348292,460544,476287,468230,39550 -2021-02-15,233919.0,313586.0,424704.0,445221.0,443072.0,35525.0,269780,348292,460544,476287,468230,39550 -2021-02-16,235165.0,314783.0,426244.0,446418.0,444199.0,35637.0,269780,348292,460544,476287,468230,39550 -2021-02-17,236404.0,315938.0,427560.0,447475.0,445011.0,35742.0,269780,348292,460544,476287,468230,39550 -2021-02-18,237433.0,316869.0,428540.0,448287.0,445648.0,35840.0,269780,348292,460544,476287,468230,39550 -2021-02-19,238140.0,317569.0,429310.0,448917.0,446103.0,35938.0,269780,348292,460544,476287,468230,39550 -2021-02-20,238854.0,318157.0,429996.0,449386.0,446600.0,36001.0,269780,348292,460544,476287,468230,39550 -2021-02-21,239092.0,318353.0,430171.0,449540.0,446719.0,36015.0,269780,348292,460544,476287,468230,39550 -2021-02-22,239435.0,318661.0,430479.0,449785.0,446915.0,36057.0,269780,348292,460544,476287,468230,39550 -2021-02-23,239918.0,319116.0,430990.0,450163.0,447230.0,36099.0,269780,348292,460544,476287,468230,39550 -2021-02-24,240527.0,319711.0,431620.0,450730.0,447685.0,36148.0,269780,348292,460544,476287,468230,39550 -2021-02-25,241276.0,320383.0,432327.0,451332.0,448147.0,36211.0,269780,348292,460544,476287,468230,39550 -2021-02-26,241913.0,321048.0,432992.0,451899.0,448567.0,36274.0,269780,348292,460544,476287,468230,39550 -2021-02-27,242368.0,321461.0,433447.0,452235.0,448861.0,36316.0,269780,348292,460544,476287,468230,39550 -2021-02-28,242585.0,321608.0,433587.0,452375.0,448980.0,36330.0,269780,348292,460544,476287,468230,39550 -2021-03-01,242767.0,321811.0,433769.0,452501.0,449078.0,36351.0,269780,348292,460544,476287,468230,39550 -2021-03-02,242984.0,322042.0,434014.0,452648.0,449204.0,36372.0,269780,348292,460544,476287,468230,39550 -2021-03-03,243341.0,322322.0,434280.0,452837.0,449351.0,36407.0,269780,348292,460544,476287,468230,39550 -2021-03-04,243775.0,322686.0,434665.0,453131.0,449603.0,36449.0,269780,348292,460544,476287,468230,39550 -2021-03-05,244230.0,323120.0,435099.0,453551.0,449890.0,36491.0,269780,348292,460544,476287,468230,39550 -2021-03-06,244573.0,323428.0,435428.0,453859.0,450128.0,36533.0,269780,348292,460544,476287,468230,39550 -2021-03-07,244664.0,323498.0,435505.0,453915.0,450170.0,36547.0,269780,348292,460544,476287,468230,39550 -2021-03-08,244832.0,323652.0,435631.0,454048.0,450261.0,36561.0,269780,348292,460544,476287,468230,39550 -2021-03-09,245063.0,323820.0,435785.0,454174.0,450338.0,36575.0,269780,348292,460544,476287,468230,39550 -2021-03-10,245252.0,323988.0,435960.0,454328.0,450450.0,36603.0,269780,348292,460544,476287,468230,39550 -2021-03-11,245420.0,324135.0,436128.0,454482.0,450597.0,36617.0,269780,348292,460544,476287,468230,39550 -2021-03-12,245707.0,324359.0,436373.0,454657.0,450737.0,36638.0,269780,348292,460544,476287,468230,39550 -2021-03-13,245987.0,324604.0,436646.0,454832.0,450877.0,36666.0,269780,348292,460544,476287,468230,39550 -2021-03-14,246085.0,324723.0,436730.0,454902.0,450926.0,36680.0,269780,348292,460544,476287,468230,39550 -2021-03-15,246246.0,324870.0,436856.0,455000.0,451003.0,36694.0,269780,348292,460544,476287,468230,39550 -2021-03-16,246421.0,325031.0,436982.0,455126.0,451073.0,36708.0,269780,348292,460544,476287,468230,39550 -2021-03-17,246617.0,325185.0,437108.0,455238.0,451150.0,36722.0,269780,348292,460544,476287,468230,39550 -2021-03-18,246813.0,325339.0,437276.0,455364.0,451262.0,36736.0,269780,348292,460544,476287,468230,39550 -2021-03-19,246988.0,325465.0,437444.0,455490.0,451367.0,36750.0,269780,348292,460544,476287,468230,39550 -2021-03-20,247163.0,325605.0,437591.0,455630.0,451458.0,36771.0,269780,348292,460544,476287,468230,39550 -2021-03-21,247233.0,325668.0,437647.0,455679.0,451493.0,36771.0,269780,348292,460544,476287,468230,39550 -2021-03-22,247317.0,325759.0,437752.0,455756.0,451542.0,36778.0,269780,348292,460544,476287,468230,39550 -2021-03-23,247450.0,325864.0,437850.0,455819.0,451619.0,36785.0,269780,348292,460544,476287,468230,39550 -2021-03-24,247590.0,325976.0,437983.0,455938.0,451682.0,36799.0,269780,348292,460544,476287,468230,39550 -2021-03-25,247723.0,326116.0,438102.0,456050.0,451780.0,36813.0,269780,348292,460544,476287,468230,39550 -2021-03-26,247877.0,326249.0,438235.0,456176.0,451892.0,36834.0,269780,348292,460544,476287,468230,39550 -2021-03-27,248024.0,326375.0,438389.0,456330.0,452039.0,36848.0,269780,348292,460544,476287,468230,39550 -2021-03-28,248094.0,326445.0,438452.0,456379.0,452095.0,36862.0,269780,348292,460544,476287,468230,39550 -2021-03-29,248171.0,326536.0,438536.0,456456.0,452158.0,36869.0,269780,348292,460544,476287,468230,39550 -2021-03-30,248290.0,326641.0,438648.0,456526.0,452221.0,36876.0,269780,348292,460544,476287,468230,39550 -2021-03-31,248388.0,326767.0,438767.0,456638.0,452319.0,36890.0,269780,348292,460544,476287,468230,39550 -2021-04-01,248500.0,326865.0,438851.0,456729.0,452396.0,36904.0,269780,348292,460544,476287,468230,39550 -2021-04-02,248556.0,326921.0,438907.0,456778.0,452480.0,36911.0,269780,348292,460544,476287,468230,39550 -2021-04-03,248598.0,326963.0,438942.0,456813.0,452536.0,36918.0,269780,348292,460544,476287,468230,39550 -2021-04-04,248619.0,326977.0,438956.0,456834.0,452550.0,36925.0,269780,348292,460544,476287,468230,39550 -2021-04-05,248633.0,326998.0,438970.0,456841.0,452550.0,36925.0,269780,348292,460544,476287,468230,39550 -2021-04-06,248696.0,327082.0,439026.0,456876.0,452606.0,36939.0,269780,348292,460544,476287,468230,39550 -2021-04-07,248780.0,327152.0,439117.0,456953.0,452676.0,36946.0,269780,348292,460544,476287,468230,39550 -2021-04-08,248878.0,327264.0,439208.0,457051.0,452753.0,36953.0,269780,348292,460544,476287,468230,39550 -2021-04-09,248976.0,327348.0,439313.0,457128.0,452844.0,36967.0,269780,348292,460544,476287,468230,39550 -2021-04-10,249081.0,327446.0,439404.0,457198.0,452921.0,36981.0,269780,348292,460544,476287,468230,39550 -2021-04-11,249116.0,327488.0,439439.0,457240.0,452963.0,36988.0,269780,348292,460544,476287,468230,39550 -2021-04-12,249165.0,327544.0,439488.0,457289.0,453019.0,36995.0,269780,348292,460544,476287,468230,39550 -2021-04-13,249221.0,327642.0,439544.0,457338.0,453075.0,37002.0,269780,348292,460544,476287,468230,39550 -2021-04-14,249291.0,327733.0,439621.0,457408.0,453131.0,37016.0,269780,348292,460544,476287,468230,39550 -2021-04-15,249361.0,327831.0,439705.0,457471.0,453187.0,37030.0,269780,348292,460544,476287,468230,39550 -2021-04-16,249452.0,327936.0,439824.0,457555.0,453285.0,37044.0,269780,348292,460544,476287,468230,39550 -2021-04-17,249508.0,328006.0,439929.0,457632.0,453369.0,37051.0,269780,348292,460544,476287,468230,39550 -2021-04-18,249536.0,328055.0,439971.0,457667.0,453411.0,37065.0,269780,348292,460544,476287,468230,39550 -2021-04-19,249585.0,328104.0,440013.0,457709.0,453453.0,37065.0,269780,348292,460544,476287,468230,39550 -2021-04-20,249634.0,328160.0,440062.0,457744.0,453523.0,37079.0,269780,348292,460544,476287,468230,39550 -2021-04-21,249690.0,328237.0,440118.0,457821.0,453586.0,37086.0,269780,348292,460544,476287,468230,39550 -2021-04-22,249760.0,328314.0,440216.0,457905.0,453670.0,37100.0,269780,348292,460544,476287,468230,39550 -2021-04-23,249823.0,328391.0,440314.0,457996.0,453747.0,37107.0,269780,348292,460544,476287,468230,39550 -2021-04-24,249914.0,328461.0,440405.0,458080.0,453817.0,37121.0,269780,348292,460544,476287,468230,39550 -2021-04-25,249977.0,328510.0,440482.0,458129.0,453894.0,37128.0,269780,348292,460544,476287,468230,39550 -2021-04-26,250012.0,328545.0,440531.0,458178.0,453950.0,37135.0,269780,348292,460544,476287,468230,39550 -2021-04-27,250054.0,328601.0,440594.0,458234.0,454006.0,37149.0,269780,348292,460544,476287,468230,39550 -2021-04-28,250110.0,328657.0,440657.0,458290.0,454083.0,37156.0,269780,348292,460544,476287,468230,39550 -2021-04-29,250159.0,328727.0,440741.0,458346.0,454153.0,37163.0,269780,348292,460544,476287,468230,39550 -2021-04-30,250229.0,328776.0,440797.0,458395.0,454202.0,37177.0,269780,348292,460544,476287,468230,39550 -2021-05-01,250264.0,328818.0,440853.0,458444.0,454230.0,37184.0,269780,348292,460544,476287,468230,39550 -2021-05-02,250278.0,328832.0,440874.0,458465.0,454251.0,37191.0,269780,348292,460544,476287,468230,39550 -2021-05-03,250285.0,328846.0,440895.0,458472.0,454272.0,37191.0,269780,348292,460544,476287,468230,39550 -2021-05-04,250320.0,328874.0,440930.0,458507.0,454293.0,37191.0,269780,348292,460544,476287,468230,39550 -2021-05-05,250355.0,328909.0,440972.0,458549.0,454321.0,37205.0,269780,348292,460544,476287,468230,39550 -2021-05-06,250397.0,328951.0,441014.0,458598.0,454356.0,37205.0,269780,348292,460544,476287,468230,39550 -2021-05-07,250425.0,328972.0,441063.0,458633.0,454405.0,37212.0,269780,348292,460544,476287,468230,39550 -2021-05-08,250460.0,329007.0,441091.0,458668.0,454426.0,37212.0,269780,348292,460544,476287,468230,39550 -2021-05-09,250474.0,329021.0,441098.0,458696.0,454440.0,37212.0,269780,348292,460544,476287,468230,39550 -2021-05-10,250502.0,329035.0,441126.0,458703.0,454447.0,37212.0,269780,348292,460544,476287,468230,39550 -2021-05-11,250530.0,329077.0,441154.0,458731.0,454461.0,37219.0,269780,348292,460544,476287,468230,39550 -2021-05-12,250586.0,329112.0,441203.0,458766.0,454489.0,37219.0,269780,348292,460544,476287,468230,39550 -2021-05-13,250621.0,329161.0,441238.0,458808.0,454531.0,37226.0,269780,348292,460544,476287,468230,39550 -2021-05-14,250670.0,329203.0,441273.0,458843.0,454545.0,37233.0,269780,348292,460544,476287,468230,39550 -2021-05-15,250698.0,329238.0,441301.0,458892.0,454587.0,37240.0,269780,348292,460544,476287,468230,39550 -2021-05-16,250726.0,329252.0,441322.0,458906.0,454601.0,37247.0,269780,348292,460544,476287,468230,39550 -2021-05-17,250740.0,329273.0,441336.0,458920.0,454622.0,37247.0,269780,348292,460544,476287,468230,39550 -2021-05-18,250768.0,329301.0,441364.0,458948.0,454650.0,37247.0,269780,348292,460544,476287,468230,39550 -2021-05-19,250817.0,329343.0,441420.0,458983.0,454678.0,37254.0,269780,348292,460544,476287,468230,39550 -2021-05-20,250873.0,329385.0,441448.0,459011.0,454699.0,37261.0,269780,348292,460544,476287,468230,39550 -2021-05-21,250908.0,329420.0,441490.0,459039.0,454720.0,37268.0,269780,348292,460544,476287,468230,39550 -2021-05-22,250950.0,329455.0,441518.0,459067.0,454734.0,37275.0,269780,348292,460544,476287,468230,39550 -2021-05-23,250971.0,329469.0,441539.0,459081.0,454741.0,37275.0,269780,348292,460544,476287,468230,39550 -2021-05-24,250985.0,329490.0,441553.0,459102.0,454755.0,37275.0,269780,348292,460544,476287,468230,39550 -2021-05-25,251020.0,329518.0,441574.0,459116.0,454776.0,37282.0,269780,348292,460544,476287,468230,39550 -2021-05-26,251055.0,329560.0,441623.0,459144.0,454797.0,37282.0,269780,348292,460544,476287,468230,39550 -2021-05-27,251083.0,329595.0,441665.0,459172.0,454825.0,37289.0,269780,348292,460544,476287,468230,39550 -2021-05-28,251125.0,329630.0,441693.0,459200.0,454846.0,37296.0,269780,348292,460544,476287,468230,39550 -2021-05-29,251153.0,329665.0,441721.0,459214.0,454853.0,37296.0,269780,348292,460544,476287,468230,39550 -2021-05-30,251167.0,329672.0,441728.0,459228.0,454860.0,37296.0,269780,348292,460544,476287,468230,39550 -2021-05-31,251181.0,329679.0,441742.0,459235.0,454867.0,37303.0,269780,348292,460544,476287,468230,39550 -2021-06-01,251195.0,329700.0,441749.0,459249.0,454874.0,37303.0,269780,348292,460544,476287,468230,39550 -2021-06-02,251223.0,329721.0,441770.0,459263.0,454895.0,37310.0,269780,348292,460544,476287,468230,39550 -2021-06-03,251251.0,329742.0,441791.0,459284.0,454916.0,37310.0,269780,348292,460544,476287,468230,39550 -2021-06-04,251272.0,329763.0,441805.0,459305.0,454923.0,37310.0,269780,348292,460544,476287,468230,39550 -2021-06-05,251307.0,329777.0,441833.0,459319.0,454944.0,37310.0,269780,348292,460544,476287,468230,39550 -2021-06-06,251328.0,329791.0,441840.0,459326.0,454951.0,37310.0,269780,348292,460544,476287,468230,39550 -2021-06-07,251349.0,329798.0,441854.0,459340.0,454958.0,37317.0,269780,348292,460544,476287,468230,39550 -2021-06-08,251377.0,329826.0,441868.0,459354.0,454972.0,37317.0,269780,348292,460544,476287,468230,39550 -2021-06-09,251398.0,329847.0,441889.0,459368.0,454979.0,37324.0,269780,348292,460544,476287,468230,39550 -2021-06-10,251433.0,329868.0,441917.0,459389.0,455007.0,37324.0,269780,348292,460544,476287,468230,39550 -2021-06-11,251454.0,329896.0,441938.0,459403.0,455021.0,37331.0,269780,348292,460544,476287,468230,39550 -2021-06-12,251475.0,329924.0,441959.0,459424.0,455035.0,37331.0,269780,348292,460544,476287,468230,39550 -2021-06-13,251489.0,329938.0,441973.0,459431.0,455042.0,37331.0,269780,348292,460544,476287,468230,39550 -2021-06-14,251510.0,329952.0,441994.0,459445.0,455049.0,37331.0,269780,348292,460544,476287,468230,39550 -2021-06-15,251531.0,329973.0,442015.0,459459.0,455063.0,37338.0,269780,348292,460544,476287,468230,39550 -2021-06-16,251552.0,330001.0,442050.0,459473.0,455077.0,37345.0,269780,348292,460544,476287,468230,39550 -2021-06-17,251573.0,330015.0,442078.0,459480.0,455084.0,37345.0,269780,348292,460544,476287,468230,39550 -2021-06-18,251587.0,330036.0,442092.0,459494.0,455105.0,37352.0,269780,348292,460544,476287,468230,39550 -2021-06-19,251615.0,330050.0,442120.0,459515.0,455119.0,37352.0,269780,348292,460544,476287,468230,39550 -2021-06-20,251629.0,330057.0,442127.0,459515.0,455119.0,37359.0,269780,348292,460544,476287,468230,39550 -2021-06-21,251636.0,330071.0,442134.0,459522.0,455126.0,37359.0,269780,348292,460544,476287,468230,39550 -2021-06-22,251650.0,330085.0,442141.0,459536.0,455147.0,37359.0,269780,348292,460544,476287,468230,39550 -2021-06-23,251664.0,330106.0,442155.0,459543.0,455154.0,37366.0,269780,348292,460544,476287,468230,39550 -2021-06-24,251692.0,330134.0,442176.0,459571.0,455168.0,37366.0,269780,348292,460544,476287,468230,39550 -2021-06-25,251706.0,330148.0,442197.0,459585.0,455175.0,37373.0,269780,348292,460544,476287,468230,39550 -2021-06-26,251748.0,330176.0,442218.0,459599.0,455182.0,37373.0,269780,348292,460544,476287,468230,39550 -2021-06-27,251762.0,330190.0,442232.0,459606.0,455189.0,37380.0,269780,348292,460544,476287,468230,39550 -2021-06-28,251776.0,330197.0,442239.0,459620.0,455196.0,37380.0,269780,348292,460544,476287,468230,39550 -2021-06-29,251790.0,330211.0,442253.0,459627.0,455203.0,37380.0,269780,348292,460544,476287,468230,39550 -2021-06-30,251804.0,330225.0,442274.0,459641.0,455217.0,37387.0,269780,348292,460544,476287,468230,39550 -2021-07-01,251818.0,330246.0,442295.0,459662.0,455224.0,37394.0,269780,348292,460544,476287,468230,39550 -2021-07-02,251832.0,330260.0,442309.0,459676.0,455238.0,37394.0,269780,348292,460544,476287,468230,39550 -2021-07-03,251846.0,330281.0,442330.0,459690.0,455252.0,37394.0,269780,348292,460544,476287,468230,39550 -2021-07-04,251860.0,330288.0,442337.0,459704.0,455259.0,37394.0,269780,348292,460544,476287,468230,39550 -2021-07-05,251867.0,330295.0,442344.0,459711.0,455259.0,37394.0,269780,348292,460544,476287,468230,39550 -2021-07-06,251881.0,330302.0,442351.0,459725.0,455273.0,37401.0,269780,348292,460544,476287,468230,39550 -2021-07-07,251895.0,330316.0,442365.0,459739.0,455280.0,37401.0,269780,348292,460544,476287,468230,39550 -2021-07-08,251916.0,330337.0,442386.0,459753.0,455287.0,37401.0,269780,348292,460544,476287,468230,39550 -2021-07-09,251944.0,330351.0,442407.0,459774.0,455301.0,37408.0,269780,348292,460544,476287,468230,39550 -2021-07-10,251958.0,330372.0,442428.0,459788.0,455315.0,37408.0,269780,348292,460544,476287,468230,39550 -2021-07-11,251965.0,330379.0,442428.0,459795.0,455315.0,37408.0,269780,348292,460544,476287,468230,39550 -2021-07-12,251972.0,330386.0,442435.0,459795.0,455322.0,37408.0,269780,348292,460544,476287,468230,39550 -2021-07-13,251993.0,330407.0,442442.0,459809.0,455329.0,37415.0,269780,348292,460544,476287,468230,39550 -2021-07-14,252007.0,330428.0,442456.0,459823.0,455343.0,37415.0,269780,348292,460544,476287,468230,39550 -2021-07-15,252021.0,330449.0,442470.0,459837.0,455350.0,37415.0,269780,348292,460544,476287,468230,39550 -2021-07-16,252028.0,330470.0,442484.0,459844.0,455364.0,37422.0,269780,348292,460544,476287,468230,39550 -2021-07-17,252042.0,330484.0,442505.0,459858.0,455378.0,37422.0,269780,348292,460544,476287,468230,39550 -2021-07-18,252049.0,330491.0,442512.0,459865.0,455385.0,37422.0,269780,348292,460544,476287,468230,39550 -2021-07-19,252056.0,330498.0,442526.0,459872.0,455392.0,37429.0,269780,348292,460544,476287,468230,39550 -2021-07-20,252070.0,330512.0,442533.0,459886.0,455392.0,37429.0,269780,348292,460544,476287,468230,39550 -2021-07-21,252077.0,330533.0,442540.0,459893.0,455399.0,37429.0,269780,348292,460544,476287,468230,39550 -2021-07-22,252098.0,330547.0,442554.0,459914.0,455406.0,37436.0,269780,348292,460544,476287,468230,39550 -2021-07-23,252112.0,330554.0,442575.0,459921.0,455413.0,37436.0,269780,348292,460544,476287,468230,39550 -2021-07-24,252119.0,330561.0,442582.0,459942.0,455413.0,37436.0,269780,348292,460544,476287,468230,39550 -2021-07-25,252126.0,330561.0,442589.0,459942.0,455413.0,37436.0,269780,348292,460544,476287,468230,39550 -2021-07-26,252133.0,330568.0,442589.0,459949.0,455420.0,37436.0,269780,348292,460544,476287,468230,39550 -2021-07-27,252147.0,330568.0,442596.0,459956.0,455427.0,37436.0,269780,348292,460544,476287,468230,39550 -2021-07-28,252161.0,330589.0,442603.0,459956.0,455434.0,37443.0,269780,348292,460544,476287,468230,39550 -2021-07-29,252175.0,330603.0,442617.0,459970.0,455441.0,37443.0,269780,348292,460544,476287,468230,39550 -2021-07-30,252182.0,330617.0,442624.0,459977.0,455441.0,37443.0,269780,348292,460544,476287,468230,39550 -2021-07-31,252189.0,330624.0,442638.0,459984.0,455448.0,37443.0,269780,348292,460544,476287,468230,39550 -2021-08-01,252196.0,330631.0,442638.0,459991.0,455455.0,37443.0,269780,348292,460544,476287,468230,39550 -2021-08-02,252203.0,330638.0,442645.0,459991.0,455455.0,37443.0,269780,348292,460544,476287,468230,39550 -2021-08-03,252210.0,330645.0,442659.0,459998.0,455462.0,37443.0,269780,348292,460544,476287,468230,39550 -2021-08-04,252217.0,330659.0,442666.0,460012.0,455469.0,37450.0,269780,348292,460544,476287,468230,39550 -2021-08-05,252231.0,330666.0,442680.0,460019.0,455469.0,37450.0,269780,348292,460544,476287,468230,39550 -2021-08-06,252238.0,330666.0,442687.0,460019.0,455476.0,37450.0,269780,348292,460544,476287,468230,39550 -2021-08-07,252252.0,330680.0,442701.0,460033.0,455476.0,37450.0,269780,348292,460544,476287,468230,39550 -2021-08-08,252252.0,330680.0,442708.0,460033.0,455483.0,37450.0,269780,348292,460544,476287,468230,39550 -2021-08-09,252259.0,330694.0,442708.0,460040.0,455483.0,37450.0,269780,348292,460544,476287,468230,39550 -2021-08-10,252273.0,330708.0,442715.0,460047.0,455490.0,37450.0,269780,348292,460544,476287,468230,39550 -2021-08-11,252280.0,330715.0,442722.0,460054.0,455497.0,37450.0,269780,348292,460544,476287,468230,39550 -2021-08-12,252294.0,330729.0,442729.0,460061.0,455504.0,37450.0,269780,348292,460544,476287,468230,39550 -2021-08-13,252308.0,330736.0,442729.0,460068.0,455511.0,37450.0,269780,348292,460544,476287,468230,39550 -2021-08-14,252308.0,330743.0,442743.0,460075.0,455511.0,37457.0,269780,348292,460544,476287,468230,39550 -2021-08-15,252315.0,330750.0,442743.0,460075.0,455511.0,37457.0,269780,348292,460544,476287,468230,39550 -2021-08-16,252322.0,330750.0,442750.0,460082.0,455511.0,37457.0,269780,348292,460544,476287,468230,39550 -2021-08-17,252322.0,330757.0,442764.0,460082.0,455518.0,37457.0,269780,348292,460544,476287,468230,39550 -2021-08-18,252329.0,330764.0,442771.0,460089.0,455525.0,37457.0,269780,348292,460544,476287,468230,39550 -2021-08-19,252329.0,330764.0,442771.0,460089.0,455525.0,37457.0,269780,348292,460544,476287,468230,39550 +2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,269402,348292,460418,476182,467985,39606 +2020-12-02,0.0,0.0,0.0,0.0,0.0,0.0,269402,348292,460418,476182,467985,39606 +2020-12-03,0.0,0.0,0.0,0.0,0.0,0.0,269402,348292,460418,476182,467985,39606 +2020-12-04,0.0,0.0,0.0,0.0,0.0,0.0,269402,348292,460418,476182,467985,39606 +2020-12-07,0.0,0.0,0.0,0.0,0.0,0.0,269402,348292,460418,476182,467985,39606 +2020-12-08,7.0,0.0,7.0,7.0,14.0,0.0,269402,348292,460418,476182,467985,39606 +2020-12-09,14.0,14.0,21.0,21.0,28.0,0.0,269402,348292,460418,476182,467985,39606 +2020-12-10,28.0,28.0,35.0,42.0,49.0,0.0,269402,348292,460418,476182,467985,39606 +2020-12-11,28.0,35.0,56.0,63.0,70.0,0.0,269402,348292,460418,476182,467985,39606 +2020-12-12,35.0,49.0,70.0,84.0,77.0,0.0,269402,348292,460418,476182,467985,39606 +2020-12-13,42.0,49.0,77.0,91.0,84.0,0.0,269402,348292,460418,476182,467985,39606 +2020-12-14,42.0,63.0,91.0,126.0,105.0,7.0,269402,348292,460418,476182,467985,39606 +2020-12-15,91.0,98.0,140.0,161.0,147.0,14.0,269402,348292,460418,476182,467985,39606 +2020-12-16,133.0,140.0,189.0,238.0,203.0,14.0,269402,348292,460418,476182,467985,39606 +2020-12-17,245.0,245.0,350.0,357.0,322.0,21.0,269402,348292,460418,476182,467985,39606 +2020-12-18,357.0,350.0,490.0,483.0,406.0,28.0,269402,348292,460418,476182,467985,39606 +2020-12-19,539.0,462.0,630.0,595.0,518.0,35.0,269402,348292,460418,476182,467985,39606 +2020-12-20,623.0,546.0,742.0,749.0,630.0,42.0,269402,348292,460418,476182,467985,39606 +2020-12-21,763.0,644.0,889.0,882.0,756.0,49.0,269402,348292,460418,476182,467985,39606 +2020-12-22,903.0,777.0,987.0,1008.0,861.0,63.0,269402,348292,460418,476182,467985,39606 +2020-12-23,1036.0,931.0,1176.0,1134.0,973.0,70.0,269402,348292,460418,476182,467985,39606 +2020-12-24,1113.0,980.0,1260.0,1190.0,1022.0,77.0,269402,348292,460418,476182,467985,39606 +2020-12-25,1113.0,980.0,1260.0,1190.0,1022.0,77.0,269402,348292,460418,476182,467985,39606 +2020-12-26,1120.0,980.0,1260.0,1197.0,1022.0,77.0,269402,348292,460418,476182,467985,39606 +2020-12-27,1120.0,987.0,1260.0,1197.0,1036.0,77.0,269402,348292,460418,476182,467985,39606 +2020-12-28,1127.0,1008.0,1281.0,1225.0,1064.0,77.0,269402,348292,460418,476182,467985,39606 +2020-12-29,1232.0,1092.0,1344.0,1316.0,1141.0,84.0,269402,348292,460418,476182,467985,39606 +2020-12-30,1575.0,1463.0,1708.0,1876.0,1533.0,105.0,269402,348292,460418,476182,467985,39606 +2020-12-31,1834.0,1715.0,2163.0,2485.0,2030.0,154.0,269402,348292,460418,476182,467985,39606 +2021-01-01,1869.0,1806.0,2289.0,2716.0,2107.0,161.0,269402,348292,460418,476182,467985,39606 +2021-01-02,1932.0,1897.0,2373.0,3003.0,2296.0,175.0,269402,348292,460418,476182,467985,39606 +2021-01-03,1939.0,1925.0,2408.0,3052.0,2324.0,182.0,269402,348292,460418,476182,467985,39606 +2021-01-04,1960.0,1981.0,2443.0,3101.0,2380.0,182.0,269402,348292,460418,476182,467985,39606 +2021-01-05,2030.0,2072.0,2541.0,3192.0,2485.0,189.0,269402,348292,460418,476182,467985,39606 +2021-01-06,2576.0,2401.0,3073.0,3913.0,2933.0,252.0,269402,348292,460418,476182,467985,39606 +2021-01-07,4060.0,4158.0,5082.0,6384.0,4564.0,455.0,269402,348292,460418,476182,467985,39606 +2021-01-08,6335.0,6580.0,7707.0,9282.0,6748.0,672.0,269402,348292,460418,476182,467985,39606 +2021-01-09,8162.0,8239.0,9660.0,11865.0,9051.0,882.0,269402,348292,460418,476182,467985,39606 +2021-01-10,8946.0,8974.0,10500.0,12978.0,9905.0,1050.0,269402,348292,460418,476182,467985,39606 +2021-01-11,9562.0,9499.0,11193.0,13643.0,10878.0,1106.0,269402,348292,460418,476182,467985,39606 +2021-01-12,10696.0,11053.0,12579.0,15309.0,12397.0,1190.0,269402,348292,460418,476182,467985,39606 +2021-01-13,13069.0,14007.0,15897.0,19075.0,15778.0,1617.0,269402,348292,460418,476182,467985,39606 +2021-01-14,15722.0,17605.0,19957.0,23422.0,19397.0,1897.0,269402,348292,460418,476182,467985,39606 +2021-01-15,18487.0,21357.0,24955.0,28777.0,24206.0,2338.0,269402,348292,460418,476182,467985,39606 +2021-01-16,20601.0,24199.0,28805.0,32732.0,29057.0,2835.0,269402,348292,460418,476182,467985,39606 +2021-01-17,21392.0,25382.0,30401.0,34685.0,30968.0,2996.0,269402,348292,460418,476182,467985,39606 +2021-01-18,22449.0,26684.0,32102.0,36743.0,32858.0,3199.0,269402,348292,460418,476182,467985,39606 +2021-01-19,27006.0,32704.0,39410.0,45591.0,40341.0,3913.0,269402,348292,460418,476182,467985,39606 +2021-01-20,33236.0,40635.0,49238.0,55944.0,51359.0,4641.0,269402,348292,460418,476182,467985,39606 +2021-01-21,40488.0,49756.0,60466.0,68110.0,63266.0,5621.0,269402,348292,460418,476182,467985,39606 +2021-01-22,51303.0,64323.0,78526.0,87409.0,82810.0,6972.0,269402,348292,460418,476182,467985,39606 +2021-01-23,63840.0,80752.0,101815.0,112301.0,109179.0,8785.0,269402,348292,460418,476182,467985,39606 +2021-01-24,68012.0,86912.0,110306.0,120554.0,118538.0,9583.0,269402,348292,460418,476182,467985,39606 +2021-01-25,71351.0,92281.0,117173.0,128338.0,126147.0,10136.0,269402,348292,460418,476182,467985,39606 +2021-01-26,76986.0,99757.0,127414.0,138530.0,135835.0,10948.0,269402,348292,460418,476182,467985,39606 +2021-01-27,83370.0,107380.0,137361.0,148666.0,145922.0,11830.0,269402,348292,460418,476182,467985,39606 +2021-01-28,93436.0,120750.0,154245.0,166985.0,163940.0,12957.0,269402,348292,460418,476182,467985,39606 +2021-01-29,106638.0,140112.0,182070.0,195650.0,192367.0,14714.0,269402,348292,460418,476182,467985,39606 +2021-01-30,120953.0,159684.0,211155.0,225883.0,225575.0,17528.0,269402,348292,460418,476182,467985,39606 +2021-01-31,128471.0,170800.0,228438.0,243397.0,244958.0,19068.0,269402,348292,460418,476182,467985,39606 +2021-02-01,136073.0,181286.0,242102.0,257747.0,259168.0,20048.0,269402,348292,460418,476182,467985,39606 +2021-02-02,143934.0,192563.0,257761.0,274911.0,277277.0,21329.0,269402,348292,460418,476182,467985,39606 +2021-02-03,154665.0,207011.0,277641.0,296506.0,300272.0,23443.0,269402,348292,460418,476182,467985,39606 +2021-02-04,166698.0,222803.0,298816.0,319200.0,321398.0,25648.0,269402,348292,460418,476182,467985,39606 +2021-02-05,177471.0,236614.0,319592.0,340676.0,341593.0,27265.0,269402,348292,460418,476182,467985,39606 +2021-02-06,190022.0,254849.0,347347.0,367927.0,369565.0,29358.0,269402,348292,460418,476182,467985,39606 +2021-02-07,196238.0,264194.0,361067.0,381143.0,383831.0,30352.0,269402,348292,460418,476182,467985,39606 +2021-02-08,202251.0,272608.0,371483.0,392595.0,395220.0,31094.0,269402,348292,460418,476182,467985,39606 +2021-02-09,209174.0,282758.0,384769.0,406518.0,408842.0,32256.0,269402,348292,460418,476182,467985,39606 +2021-02-10,215530.0,290654.0,395073.0,416997.0,418124.0,33019.0,269402,348292,460418,476182,467985,39606 +2021-02-11,221963.0,298228.0,404740.0,426594.0,426685.0,33817.0,269402,348292,460418,476182,467985,39606 +2021-02-12,226695.0,304612.0,412867.0,435001.0,433783.0,34615.0,269402,348292,460418,476182,467985,39606 +2021-02-13,230818.0,310492.0,420714.0,441637.0,439670.0,35210.0,269402,348292,460418,476182,467985,39606 +2021-02-14,232197.0,312074.0,422912.0,443597.0,441455.0,35413.0,269402,348292,460418,476182,467985,39606 +2021-02-15,233576.0,313558.0,424571.0,445074.0,442785.0,35553.0,269402,348292,460418,476182,467985,39606 +2021-02-16,234815.0,314755.0,426111.0,446271.0,443912.0,35665.0,269402,348292,460418,476182,467985,39606 +2021-02-17,236054.0,315910.0,427427.0,447321.0,444724.0,35770.0,269402,348292,460418,476182,467985,39606 +2021-02-18,237083.0,316834.0,428407.0,448133.0,445354.0,35868.0,269402,348292,460418,476182,467985,39606 +2021-02-19,237790.0,317541.0,429177.0,448763.0,445816.0,35966.0,269402,348292,460418,476182,467985,39606 +2021-02-20,238497.0,318122.0,429863.0,449232.0,446306.0,36029.0,269402,348292,460418,476182,467985,39606 +2021-02-21,238742.0,318318.0,430038.0,449386.0,446425.0,36043.0,269402,348292,460418,476182,467985,39606 +2021-02-22,239078.0,318633.0,430346.0,449631.0,446621.0,36085.0,269402,348292,460418,476182,467985,39606 +2021-02-23,239561.0,319088.0,430850.0,450009.0,446929.0,36127.0,269402,348292,460418,476182,467985,39606 +2021-02-24,240170.0,319683.0,431480.0,450576.0,447391.0,36176.0,269402,348292,460418,476182,467985,39606 +2021-02-25,240919.0,320348.0,432187.0,451178.0,447846.0,36239.0,269402,348292,460418,476182,467985,39606 +2021-02-26,241556.0,321013.0,432852.0,451745.0,448273.0,36295.0,269402,348292,460418,476182,467985,39606 +2021-02-27,242011.0,321426.0,433300.0,452074.0,448567.0,36344.0,269402,348292,460418,476182,467985,39606 +2021-02-28,242221.0,321573.0,433447.0,452214.0,448686.0,36358.0,269402,348292,460418,476182,467985,39606 +2021-03-01,242410.0,321776.0,433629.0,452340.0,448784.0,36379.0,269402,348292,460418,476182,467985,39606 +2021-03-02,242620.0,322007.0,433867.0,452487.0,448910.0,36400.0,269402,348292,460418,476182,467985,39606 +2021-03-03,242977.0,322287.0,434133.0,452676.0,449057.0,36435.0,269402,348292,460418,476182,467985,39606 +2021-03-04,243411.0,322651.0,434525.0,452970.0,449309.0,36477.0,269402,348292,460418,476182,467985,39606 +2021-03-05,243859.0,323085.0,434952.0,453383.0,449596.0,36519.0,269402,348292,460418,476182,467985,39606 +2021-03-06,244202.0,323393.0,435281.0,453691.0,449827.0,36561.0,269402,348292,460418,476182,467985,39606 +2021-03-07,244293.0,323463.0,435358.0,453747.0,449876.0,36575.0,269402,348292,460418,476182,467985,39606 +2021-03-08,244461.0,323610.0,435491.0,453887.0,449960.0,36589.0,269402,348292,460418,476182,467985,39606 +2021-03-09,244685.0,323778.0,435645.0,454006.0,450044.0,36603.0,269402,348292,460418,476182,467985,39606 +2021-03-10,244881.0,323946.0,435827.0,454160.0,450156.0,36624.0,269402,348292,460418,476182,467985,39606 +2021-03-11,245042.0,324093.0,435988.0,454314.0,450303.0,36645.0,269402,348292,460418,476182,467985,39606 +2021-03-12,245336.0,324317.0,436226.0,454489.0,450443.0,36666.0,269402,348292,460418,476182,467985,39606 +2021-03-13,245616.0,324569.0,436506.0,454664.0,450583.0,36694.0,269402,348292,460418,476182,467985,39606 +2021-03-14,245707.0,324688.0,436583.0,454734.0,450639.0,36708.0,269402,348292,460418,476182,467985,39606 +2021-03-15,245875.0,324828.0,436716.0,454839.0,450716.0,36715.0,269402,348292,460418,476182,467985,39606 +2021-03-16,246050.0,324989.0,436842.0,454965.0,450786.0,36729.0,269402,348292,460418,476182,467985,39606 +2021-03-17,246246.0,325150.0,436968.0,455070.0,450863.0,36743.0,269402,348292,460418,476182,467985,39606 +2021-03-18,246435.0,325297.0,437129.0,455196.0,450975.0,36757.0,269402,348292,460418,476182,467985,39606 +2021-03-19,246610.0,325430.0,437297.0,455329.0,451073.0,36771.0,269402,348292,460418,476182,467985,39606 +2021-03-20,246785.0,325563.0,437444.0,455469.0,451171.0,36792.0,269402,348292,460418,476182,467985,39606 +2021-03-21,246855.0,325626.0,437507.0,455518.0,451206.0,36799.0,269402,348292,460418,476182,467985,39606 +2021-03-22,246939.0,325724.0,437605.0,455588.0,451248.0,36806.0,269402,348292,460418,476182,467985,39606 +2021-03-23,247072.0,325829.0,437703.0,455658.0,451332.0,36813.0,269402,348292,460418,476182,467985,39606 +2021-03-24,247205.0,325934.0,437836.0,455770.0,451388.0,36827.0,269402,348292,460418,476182,467985,39606 +2021-03-25,247345.0,326074.0,437955.0,455889.0,451493.0,36841.0,269402,348292,460418,476182,467985,39606 +2021-03-26,247499.0,326207.0,438088.0,456015.0,451598.0,36855.0,269402,348292,460418,476182,467985,39606 +2021-03-27,247639.0,326333.0,438242.0,456169.0,451745.0,36876.0,269402,348292,460418,476182,467985,39606 +2021-03-28,247709.0,326403.0,438305.0,456218.0,451801.0,36890.0,269402,348292,460418,476182,467985,39606 +2021-03-29,247786.0,326487.0,438389.0,456288.0,451864.0,36897.0,269402,348292,460418,476182,467985,39606 +2021-03-30,247905.0,326592.0,438501.0,456365.0,451934.0,36904.0,269402,348292,460418,476182,467985,39606 +2021-03-31,248003.0,326725.0,438620.0,456477.0,452032.0,36911.0,269402,348292,460418,476182,467985,39606 +2021-04-01,248115.0,326816.0,438704.0,456568.0,452102.0,36932.0,269402,348292,460418,476182,467985,39606 +2021-04-02,248171.0,326872.0,438760.0,456617.0,452193.0,36939.0,269402,348292,460418,476182,467985,39606 +2021-04-03,248213.0,326921.0,438795.0,456652.0,452242.0,36946.0,269402,348292,460418,476182,467985,39606 +2021-04-04,248234.0,326935.0,438809.0,456666.0,452263.0,36953.0,269402,348292,460418,476182,467985,39606 +2021-04-05,248241.0,326956.0,438823.0,456680.0,452263.0,36953.0,269402,348292,460418,476182,467985,39606 +2021-04-06,248311.0,327040.0,438879.0,456708.0,452312.0,36960.0,269402,348292,460418,476182,467985,39606 +2021-04-07,248395.0,327110.0,438970.0,456792.0,452382.0,36974.0,269402,348292,460418,476182,467985,39606 +2021-04-08,248493.0,327215.0,439061.0,456890.0,452459.0,36981.0,269402,348292,460418,476182,467985,39606 +2021-04-09,248591.0,327306.0,439166.0,456967.0,452550.0,36988.0,269402,348292,460418,476182,467985,39606 +2021-04-10,248689.0,327397.0,439257.0,457037.0,452634.0,37009.0,269402,348292,460418,476182,467985,39606 +2021-04-11,248731.0,327439.0,439292.0,457079.0,452669.0,37016.0,269402,348292,460418,476182,467985,39606 +2021-04-12,248780.0,327495.0,439341.0,457128.0,452725.0,37016.0,269402,348292,460418,476182,467985,39606 +2021-04-13,248836.0,327593.0,439397.0,457177.0,452788.0,37030.0,269402,348292,460418,476182,467985,39606 +2021-04-14,248899.0,327684.0,439474.0,457240.0,452844.0,37037.0,269402,348292,460418,476182,467985,39606 +2021-04-15,248969.0,327782.0,439558.0,457303.0,452900.0,37051.0,269402,348292,460418,476182,467985,39606 +2021-04-16,249067.0,327887.0,439677.0,457387.0,452998.0,37065.0,269402,348292,460418,476182,467985,39606 +2021-04-17,249116.0,327957.0,439782.0,457464.0,453075.0,37079.0,269402,348292,460418,476182,467985,39606 +2021-04-18,249144.0,328006.0,439824.0,457499.0,453117.0,37086.0,269402,348292,460418,476182,467985,39606 +2021-04-19,249193.0,328055.0,439866.0,457541.0,453166.0,37093.0,269402,348292,460418,476182,467985,39606 +2021-04-20,249242.0,328111.0,439915.0,457576.0,453236.0,37100.0,269402,348292,460418,476182,467985,39606 +2021-04-21,249298.0,328188.0,439971.0,457646.0,453292.0,37107.0,269402,348292,460418,476182,467985,39606 +2021-04-22,249368.0,328265.0,440069.0,457730.0,453383.0,37121.0,269402,348292,460418,476182,467985,39606 +2021-04-23,249431.0,328342.0,440167.0,457821.0,453453.0,37135.0,269402,348292,460418,476182,467985,39606 +2021-04-24,249522.0,328412.0,440265.0,457905.0,453530.0,37149.0,269402,348292,460418,476182,467985,39606 +2021-04-25,249585.0,328461.0,440335.0,457954.0,453607.0,37156.0,269402,348292,460418,476182,467985,39606 +2021-04-26,249620.0,328489.0,440384.0,458003.0,453656.0,37163.0,269402,348292,460418,476182,467985,39606 +2021-04-27,249662.0,328545.0,440447.0,458052.0,453719.0,37170.0,269402,348292,460418,476182,467985,39606 +2021-04-28,249718.0,328608.0,440510.0,458115.0,453789.0,37177.0,269402,348292,460418,476182,467985,39606 +2021-04-29,249767.0,328671.0,440594.0,458164.0,453859.0,37191.0,269402,348292,460418,476182,467985,39606 +2021-04-30,249830.0,328720.0,440643.0,458213.0,453908.0,37198.0,269402,348292,460418,476182,467985,39606 +2021-05-01,249872.0,328769.0,440706.0,458269.0,453936.0,37205.0,269402,348292,460418,476182,467985,39606 +2021-05-02,249879.0,328783.0,440727.0,458283.0,453957.0,37212.0,269402,348292,460418,476182,467985,39606 +2021-05-03,249893.0,328797.0,440741.0,458290.0,453978.0,37219.0,269402,348292,460418,476182,467985,39606 +2021-05-04,249921.0,328825.0,440776.0,458325.0,453999.0,37219.0,269402,348292,460418,476182,467985,39606 +2021-05-05,249963.0,328860.0,440818.0,458367.0,454027.0,37226.0,269402,348292,460418,476182,467985,39606 +2021-05-06,249998.0,328902.0,440867.0,458416.0,454069.0,37233.0,269402,348292,460418,476182,467985,39606 +2021-05-07,250033.0,328923.0,440916.0,458451.0,454111.0,37233.0,269402,348292,460418,476182,467985,39606 +2021-05-08,250068.0,328958.0,440944.0,458486.0,454139.0,37240.0,269402,348292,460418,476182,467985,39606 +2021-05-09,250082.0,328972.0,440951.0,458514.0,454146.0,37240.0,269402,348292,460418,476182,467985,39606 +2021-05-10,250103.0,328986.0,440979.0,458521.0,454160.0,37240.0,269402,348292,460418,476182,467985,39606 +2021-05-11,250138.0,329028.0,441007.0,458549.0,454174.0,37240.0,269402,348292,460418,476182,467985,39606 +2021-05-12,250194.0,329063.0,441049.0,458584.0,454202.0,37247.0,269402,348292,460418,476182,467985,39606 +2021-05-13,250229.0,329112.0,441091.0,458626.0,454244.0,37254.0,269402,348292,460418,476182,467985,39606 +2021-05-14,250271.0,329154.0,441126.0,458661.0,454265.0,37261.0,269402,348292,460418,476182,467985,39606 +2021-05-15,250306.0,329189.0,441154.0,458710.0,454300.0,37268.0,269402,348292,460418,476182,467985,39606 +2021-05-16,250334.0,329196.0,441168.0,458724.0,454314.0,37268.0,269402,348292,460418,476182,467985,39606 +2021-05-17,250348.0,329224.0,441189.0,458745.0,454335.0,37268.0,269402,348292,460418,476182,467985,39606 +2021-05-18,250376.0,329252.0,441217.0,458766.0,454363.0,37275.0,269402,348292,460418,476182,467985,39606 +2021-05-19,250418.0,329287.0,441266.0,458801.0,454391.0,37282.0,269402,348292,460418,476182,467985,39606 +2021-05-20,250474.0,329329.0,441301.0,458829.0,454419.0,37289.0,269402,348292,460418,476182,467985,39606 +2021-05-21,250516.0,329364.0,441343.0,458857.0,454440.0,37289.0,269402,348292,460418,476182,467985,39606 +2021-05-22,250551.0,329399.0,441371.0,458885.0,454447.0,37296.0,269402,348292,460418,476182,467985,39606 +2021-05-23,250572.0,329413.0,441385.0,458899.0,454461.0,37296.0,269402,348292,460418,476182,467985,39606 +2021-05-24,250593.0,329441.0,441399.0,458920.0,454475.0,37296.0,269402,348292,460418,476182,467985,39606 +2021-05-25,250621.0,329469.0,441427.0,458934.0,454496.0,37310.0,269402,348292,460418,476182,467985,39606 +2021-05-26,250663.0,329511.0,441469.0,458962.0,454517.0,37310.0,269402,348292,460418,476182,467985,39606 +2021-05-27,250684.0,329546.0,441518.0,458990.0,454538.0,37310.0,269402,348292,460418,476182,467985,39606 +2021-05-28,250726.0,329581.0,441546.0,459018.0,454559.0,37317.0,269402,348292,460418,476182,467985,39606 +2021-05-29,250761.0,329616.0,441567.0,459032.0,454573.0,37317.0,269402,348292,460418,476182,467985,39606 +2021-05-30,250775.0,329623.0,441574.0,459046.0,454580.0,37317.0,269402,348292,460418,476182,467985,39606 +2021-05-31,250782.0,329630.0,441588.0,459053.0,454580.0,37324.0,269402,348292,460418,476182,467985,39606 +2021-06-01,250796.0,329651.0,441595.0,459067.0,454594.0,37324.0,269402,348292,460418,476182,467985,39606 +2021-06-02,250824.0,329672.0,441616.0,459081.0,454608.0,37331.0,269402,348292,460418,476182,467985,39606 +2021-06-03,250852.0,329693.0,441637.0,459102.0,454636.0,37331.0,269402,348292,460418,476182,467985,39606 +2021-06-04,250880.0,329714.0,441651.0,459123.0,454643.0,37338.0,269402,348292,460418,476182,467985,39606 +2021-06-05,250915.0,329728.0,441679.0,459137.0,454664.0,37338.0,269402,348292,460418,476182,467985,39606 +2021-06-06,250929.0,329742.0,441686.0,459144.0,454671.0,37338.0,269402,348292,460418,476182,467985,39606 +2021-06-07,250950.0,329749.0,441700.0,459165.0,454678.0,37338.0,269402,348292,460418,476182,467985,39606 +2021-06-08,250978.0,329784.0,441714.0,459172.0,454692.0,37345.0,269402,348292,460418,476182,467985,39606 +2021-06-09,251006.0,329805.0,441735.0,459186.0,454699.0,37345.0,269402,348292,460418,476182,467985,39606 +2021-06-10,251034.0,329819.0,441763.0,459207.0,454720.0,37345.0,269402,348292,460418,476182,467985,39606 +2021-06-11,251062.0,329854.0,441784.0,459221.0,454741.0,37352.0,269402,348292,460418,476182,467985,39606 +2021-06-12,251083.0,329882.0,441805.0,459242.0,454755.0,37352.0,269402,348292,460418,476182,467985,39606 +2021-06-13,251097.0,329896.0,441812.0,459249.0,454762.0,37359.0,269402,348292,460418,476182,467985,39606 +2021-06-14,251111.0,329910.0,441840.0,459263.0,454769.0,37359.0,269402,348292,460418,476182,467985,39606 +2021-06-15,251132.0,329931.0,441861.0,459277.0,454776.0,37359.0,269402,348292,460418,476182,467985,39606 +2021-06-16,251153.0,329952.0,441889.0,459291.0,454790.0,37366.0,269402,348292,460418,476182,467985,39606 +2021-06-17,251181.0,329973.0,441917.0,459298.0,454804.0,37373.0,269402,348292,460418,476182,467985,39606 +2021-06-18,251195.0,329987.0,441938.0,459319.0,454825.0,37373.0,269402,348292,460418,476182,467985,39606 +2021-06-19,251223.0,330001.0,441959.0,459333.0,454832.0,37380.0,269402,348292,460418,476182,467985,39606 +2021-06-20,251230.0,330015.0,441966.0,459340.0,454839.0,37380.0,269402,348292,460418,476182,467985,39606 +2021-06-21,251244.0,330022.0,441973.0,459347.0,454846.0,37380.0,269402,348292,460418,476182,467985,39606 +2021-06-22,251258.0,330036.0,441987.0,459354.0,454860.0,37387.0,269402,348292,460418,476182,467985,39606 +2021-06-23,251272.0,330057.0,442001.0,459368.0,454874.0,37387.0,269402,348292,460418,476182,467985,39606 +2021-06-24,251293.0,330085.0,442015.0,459389.0,454881.0,37394.0,269402,348292,460418,476182,467985,39606 +2021-06-25,251314.0,330106.0,442036.0,459403.0,454888.0,37394.0,269402,348292,460418,476182,467985,39606 +2021-06-26,251349.0,330134.0,442057.0,459417.0,454902.0,37401.0,269402,348292,460418,476182,467985,39606 +2021-06-27,251363.0,330148.0,442071.0,459424.0,454902.0,37401.0,269402,348292,460418,476182,467985,39606 +2021-06-28,251377.0,330155.0,442085.0,459438.0,454916.0,37401.0,269402,348292,460418,476182,467985,39606 +2021-06-29,251398.0,330169.0,442099.0,459445.0,454923.0,37401.0,269402,348292,460418,476182,467985,39606 +2021-06-30,251412.0,330183.0,442113.0,459466.0,454930.0,37408.0,269402,348292,460418,476182,467985,39606 +2021-07-01,251426.0,330204.0,442141.0,459487.0,454937.0,37415.0,269402,348292,460418,476182,467985,39606 +2021-07-02,251440.0,330218.0,442155.0,459501.0,454951.0,37415.0,269402,348292,460418,476182,467985,39606 +2021-07-03,251454.0,330232.0,442169.0,459515.0,454965.0,37422.0,269402,348292,460418,476182,467985,39606 +2021-07-04,251461.0,330239.0,442176.0,459522.0,454972.0,37422.0,269402,348292,460418,476182,467985,39606 +2021-07-05,251468.0,330253.0,442183.0,459529.0,454979.0,37422.0,269402,348292,460418,476182,467985,39606 +2021-07-06,251482.0,330260.0,442197.0,459543.0,454986.0,37422.0,269402,348292,460418,476182,467985,39606 +2021-07-07,251503.0,330274.0,442211.0,459557.0,454993.0,37422.0,269402,348292,460418,476182,467985,39606 +2021-07-08,251524.0,330295.0,442232.0,459571.0,455000.0,37429.0,269402,348292,460418,476182,467985,39606 +2021-07-09,251552.0,330309.0,442253.0,459592.0,455014.0,37429.0,269402,348292,460418,476182,467985,39606 +2021-07-10,251559.0,330330.0,442267.0,459606.0,455035.0,37436.0,269402,348292,460418,476182,467985,39606 +2021-07-11,251573.0,330337.0,442274.0,459613.0,455035.0,37436.0,269402,348292,460418,476182,467985,39606 +2021-07-12,251580.0,330344.0,442281.0,459620.0,455042.0,37436.0,269402,348292,460418,476182,467985,39606 +2021-07-13,251594.0,330358.0,442288.0,459634.0,455049.0,37436.0,269402,348292,460418,476182,467985,39606 +2021-07-14,251615.0,330386.0,442295.0,459641.0,455063.0,37443.0,269402,348292,460418,476182,467985,39606 +2021-07-15,251622.0,330407.0,442309.0,459655.0,455070.0,37443.0,269402,348292,460418,476182,467985,39606 +2021-07-16,251636.0,330421.0,442330.0,459662.0,455077.0,37443.0,269402,348292,460418,476182,467985,39606 +2021-07-17,251650.0,330442.0,442351.0,459683.0,455091.0,37450.0,269402,348292,460418,476182,467985,39606 +2021-07-18,251657.0,330449.0,442358.0,459690.0,455098.0,37450.0,269402,348292,460418,476182,467985,39606 +2021-07-19,251664.0,330456.0,442365.0,459690.0,455105.0,37450.0,269402,348292,460418,476182,467985,39606 +2021-07-20,251671.0,330470.0,442372.0,459704.0,455112.0,37457.0,269402,348292,460418,476182,467985,39606 +2021-07-21,251685.0,330484.0,442386.0,459718.0,455112.0,37457.0,269402,348292,460418,476182,467985,39606 +2021-07-22,251699.0,330498.0,442393.0,459732.0,455126.0,37457.0,269402,348292,460418,476182,467985,39606 +2021-07-23,251720.0,330505.0,442414.0,459739.0,455126.0,37457.0,269402,348292,460418,476182,467985,39606 +2021-07-24,251727.0,330512.0,442421.0,459760.0,455133.0,37457.0,269402,348292,460418,476182,467985,39606 +2021-07-25,251727.0,330519.0,442428.0,459760.0,455133.0,37457.0,269402,348292,460418,476182,467985,39606 +2021-07-26,251734.0,330526.0,442435.0,459767.0,455133.0,37464.0,269402,348292,460418,476182,467985,39606 +2021-07-27,251755.0,330526.0,442442.0,459774.0,455140.0,37464.0,269402,348292,460418,476182,467985,39606 +2021-07-28,251762.0,330540.0,442449.0,459781.0,455147.0,37464.0,269402,348292,460418,476182,467985,39606 +2021-07-29,251776.0,330561.0,442463.0,459795.0,455154.0,37464.0,269402,348292,460418,476182,467985,39606 +2021-07-30,251790.0,330568.0,442463.0,459795.0,455161.0,37471.0,269402,348292,460418,476182,467985,39606 +2021-07-31,251797.0,330582.0,442477.0,459809.0,455168.0,37471.0,269402,348292,460418,476182,467985,39606 +2021-08-01,251804.0,330589.0,442484.0,459809.0,455168.0,37471.0,269402,348292,460418,476182,467985,39606 +2021-08-02,251811.0,330589.0,442484.0,459809.0,455168.0,37471.0,269402,348292,460418,476182,467985,39606 +2021-08-03,251818.0,330603.0,442498.0,459816.0,455182.0,37471.0,269402,348292,460418,476182,467985,39606 +2021-08-04,251825.0,330617.0,442512.0,459830.0,455182.0,37471.0,269402,348292,460418,476182,467985,39606 +2021-08-05,251832.0,330617.0,442526.0,459837.0,455189.0,37471.0,269402,348292,460418,476182,467985,39606 +2021-08-06,251846.0,330624.0,442533.0,459844.0,455189.0,37471.0,269402,348292,460418,476182,467985,39606 +2021-08-07,251860.0,330638.0,442547.0,459851.0,455196.0,37471.0,269402,348292,460418,476182,467985,39606 +2021-08-08,251860.0,330638.0,442554.0,459851.0,455196.0,37471.0,269402,348292,460418,476182,467985,39606 +2021-08-09,251867.0,330652.0,442554.0,459858.0,455203.0,37478.0,269402,348292,460418,476182,467985,39606 +2021-08-10,251874.0,330666.0,442561.0,459872.0,455203.0,37478.0,269402,348292,460418,476182,467985,39606 +2021-08-11,251888.0,330673.0,442568.0,459872.0,455210.0,37478.0,269402,348292,460418,476182,467985,39606 +2021-08-12,251902.0,330687.0,442575.0,459886.0,455217.0,37478.0,269402,348292,460418,476182,467985,39606 +2021-08-13,251909.0,330694.0,442575.0,459886.0,455231.0,37478.0,269402,348292,460418,476182,467985,39606 +2021-08-14,251916.0,330701.0,442589.0,459893.0,455231.0,37478.0,269402,348292,460418,476182,467985,39606 +2021-08-15,251916.0,330708.0,442589.0,459900.0,455231.0,37478.0,269402,348292,460418,476182,467985,39606 +2021-08-16,251923.0,330708.0,442596.0,459900.0,455231.0,37485.0,269402,348292,460418,476182,467985,39606 +2021-08-17,251930.0,330715.0,442603.0,459907.0,455238.0,37485.0,269402,348292,460418,476182,467985,39606 +2021-08-18,251937.0,330722.0,442610.0,459907.0,455245.0,37485.0,269402,348292,460418,476182,467985,39606 +2021-08-19,251944.0,330736.0,442624.0,459921.0,455245.0,37485.0,269402,348292,460418,476182,467985,39606 +2021-08-20,251951.0,330743.0,442638.0,459928.0,455252.0,37485.0,269402,348292,460418,476182,467985,39606 +2021-08-21,251965.0,330750.0,442645.0,459935.0,455252.0,37485.0,269402,348292,460418,476182,467985,39606 +2021-08-22,251972.0,330750.0,442645.0,459935.0,455259.0,37485.0,269402,348292,460418,476182,467985,39606 +2021-08-23,251972.0,330757.0,442652.0,459942.0,455259.0,37485.0,269402,348292,460418,476182,467985,39606 +2021-08-24,251986.0,330764.0,442659.0,459942.0,455266.0,37485.0,269402,348292,460418,476182,467985,39606 +2021-08-25,251993.0,330771.0,442659.0,459956.0,455266.0,37485.0,269402,348292,460418,476182,467985,39606 +2021-08-26,252000.0,330778.0,442666.0,459956.0,455273.0,37492.0,269402,348292,460418,476182,467985,39606 +2021-08-27,252014.0,330778.0,442673.0,459970.0,455273.0,37492.0,269402,348292,460418,476182,467985,39606 +2021-08-28,252014.0,330792.0,442680.0,459970.0,455280.0,37492.0,269402,348292,460418,476182,467985,39606 +2021-08-29,252014.0,330792.0,442680.0,459970.0,455280.0,37492.0,269402,348292,460418,476182,467985,39606 +2021-08-30,252021.0,330792.0,442680.0,459970.0,455280.0,37492.0,269402,348292,460418,476182,467985,39606 +2021-08-31,252028.0,330799.0,442694.0,459977.0,455280.0,37492.0,269402,348292,460418,476182,467985,39606 +2021-09-01,252035.0,330806.0,442701.0,459977.0,455287.0,37492.0,269402,348292,460418,476182,467985,39606 diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 70-79 population by psychosis schiz bipolar_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 70-79 population by psychosis schiz bipolar_tpp.csv index 6e00b99..006ad60 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 70-79 population by psychosis schiz bipolar_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 70-79 population by psychosis schiz bipolar_tpp.csv @@ -1,260 +1,274 @@ covid_vacc_date,no,yes,no_total,yes_total -2020-12-01,0.0,0.0,2042264,20419 -2020-12-02,0.0,0.0,2042264,20419 -2020-12-04,7.0,0.0,2042264,20419 -2020-12-07,7.0,0.0,2042264,20419 -2020-12-08,42.0,0.0,2042264,20419 -2020-12-09,105.0,0.0,2042264,20419 -2020-12-10,182.0,0.0,2042264,20419 -2020-12-11,252.0,0.0,2042264,20419 -2020-12-12,308.0,0.0,2042264,20419 -2020-12-13,350.0,0.0,2042264,20419 -2020-12-14,434.0,0.0,2042264,20419 -2020-12-15,644.0,0.0,2042264,20419 -2020-12-16,910.0,0.0,2042264,20419 -2020-12-17,1540.0,7.0,2042264,20419 -2020-12-18,2100.0,14.0,2042264,20419 -2020-12-19,2758.0,21.0,2042264,20419 -2020-12-20,3318.0,21.0,2042264,20419 -2020-12-21,3976.0,21.0,2042264,20419 -2020-12-22,4578.0,28.0,2042264,20419 -2020-12-23,5299.0,35.0,2042264,20419 -2020-12-24,5614.0,42.0,2042264,20419 -2020-12-25,5621.0,42.0,2042264,20419 -2020-12-26,5621.0,42.0,2042264,20419 -2020-12-27,5649.0,42.0,2042264,20419 -2020-12-28,5747.0,42.0,2042264,20419 -2020-12-29,6160.0,56.0,2042264,20419 -2020-12-30,8183.0,84.0,2042264,20419 -2020-12-31,10290.0,119.0,2042264,20419 -2021-01-01,10843.0,126.0,2042264,20419 -2021-01-02,11578.0,133.0,2042264,20419 -2021-01-03,11725.0,133.0,2042264,20419 -2021-01-04,11935.0,133.0,2042264,20419 -2021-01-05,12390.0,140.0,2042264,20419 -2021-01-06,15022.0,168.0,2042264,20419 -2021-01-07,24472.0,266.0,2042264,20419 -2021-01-08,36946.0,413.0,2042264,20419 -2021-01-09,47397.0,511.0,2042264,20419 -2021-01-10,51863.0,553.0,2042264,20419 -2021-01-11,55342.0,609.0,2042264,20419 -2021-01-12,62538.0,700.0,2042264,20419 -2021-01-13,78526.0,847.0,2042264,20419 -2021-01-14,96887.0,1015.0,2042264,20419 -2021-01-15,118825.0,1232.0,2042264,20419 -2021-01-16,136794.0,1393.0,2042264,20419 -2021-01-17,144333.0,1456.0,2042264,20419 -2021-01-18,152467.0,1540.0,2042264,20419 -2021-01-19,187166.0,1799.0,2042264,20419 -2021-01-20,232953.0,2156.0,2042264,20419 -2021-01-21,285208.0,2590.0,2042264,20419 -2021-01-22,368165.0,3276.0,2042264,20419 -2021-01-23,472738.0,4095.0,2042264,20419 -2021-01-24,509705.0,4375.0,2042264,20419 -2021-01-25,540988.0,4634.0,2042264,20419 -2021-01-26,584689.0,5019.0,2042264,20419 -2021-01-27,629398.0,5432.0,2042264,20419 -2021-01-28,706398.0,6104.0,2042264,20419 -2021-01-29,824663.0,7098.0,2042264,20419 -2021-01-30,952819.0,8225.0,2042264,20419 -2021-01-31,1026620.0,8792.0,2042264,20419 -2021-02-01,1087429.0,9303.0,2042264,20419 -2021-02-02,1158241.0,9877.0,2042264,20419 -2021-02-03,1249318.0,10647.0,2042264,20419 -2021-02-04,1343594.0,11480.0,2042264,20419 -2021-02-05,1431507.0,12278.0,2042264,20419 -2021-02-06,1546412.0,13321.0,2042264,20419 -2021-02-07,1603700.0,13825.0,2042264,20419 -2021-02-08,1651699.0,14287.0,2042264,20419 -2021-02-09,1710198.0,14868.0,2042264,20419 -2021-02-10,1754851.0,15351.0,2042264,20419 -2021-02-11,1796991.0,15869.0,2042264,20419 -2021-02-12,1832110.0,16324.0,2042264,20419 -2021-02-13,1862735.0,16695.0,2042264,20419 -2021-02-14,1871737.0,16807.0,2042264,20419 -2021-02-15,1879108.0,16926.0,2042264,20419 -2021-02-16,1885387.0,17052.0,2042264,20419 -2021-02-17,1890959.0,17171.0,2042264,20419 -2021-02-18,1895327.0,17290.0,2042264,20419 -2021-02-19,1898617.0,17360.0,2042264,20419 -2021-02-20,1901578.0,17416.0,2042264,20419 -2021-02-21,1902467.0,17430.0,2042264,20419 -2021-02-22,1903874.0,17458.0,2042264,20419 -2021-02-23,1905995.0,17514.0,2042264,20419 -2021-02-24,1908837.0,17584.0,2042264,20419 -2021-02-25,1912022.0,17654.0,2042264,20419 -2021-02-26,1914962.0,17731.0,2042264,20419 -2021-02-27,1916922.0,17773.0,2042264,20419 -2021-02-28,1917678.0,17787.0,2042264,20419 -2021-03-01,1918469.0,17801.0,2042264,20419 -2021-03-02,1919421.0,17836.0,2042264,20419 -2021-03-03,1920667.0,17871.0,2042264,20419 -2021-03-04,1922389.0,17927.0,2042264,20419 -2021-03-05,1924384.0,17997.0,2042264,20419 -2021-03-06,1925924.0,18025.0,2042264,20419 -2021-03-07,1926281.0,18025.0,2042264,20419 -2021-03-08,1926953.0,18039.0,2042264,20419 -2021-03-09,1927695.0,18060.0,2042264,20419 -2021-03-10,1928479.0,18095.0,2042264,20419 -2021-03-11,1929249.0,18123.0,2042264,20419 -2021-03-12,1930313.0,18158.0,2042264,20419 -2021-03-13,1931426.0,18186.0,2042264,20419 -2021-03-14,1931853.0,18193.0,2042264,20419 -2021-03-15,1932462.0,18207.0,2042264,20419 -2021-03-16,1933120.0,18228.0,2042264,20419 -2021-03-17,1933771.0,18249.0,2042264,20419 -2021-03-18,1934513.0,18270.0,2042264,20419 -2021-03-19,1935206.0,18298.0,2042264,20419 -2021-03-20,1935899.0,18312.0,2042264,20419 -2021-03-21,1936186.0,18319.0,2042264,20419 -2021-03-22,1936578.0,18333.0,2042264,20419 -2021-03-23,1937054.0,18340.0,2042264,20419 -2021-03-24,1937607.0,18354.0,2042264,20419 -2021-03-25,1938216.0,18368.0,2042264,20419 -2021-03-26,1938881.0,18382.0,2042264,20419 -2021-03-27,1939609.0,18403.0,2042264,20419 -2021-03-28,1939917.0,18410.0,2042264,20419 -2021-03-29,1940295.0,18431.0,2042264,20419 -2021-03-30,1940764.0,18438.0,2042264,20419 -2021-03-31,1941317.0,18459.0,2042264,20419 -2021-04-01,1941779.0,18466.0,2042264,20419 -2021-04-02,1942087.0,18466.0,2042264,20419 -2021-04-03,1942304.0,18466.0,2042264,20419 -2021-04-04,1942395.0,18473.0,2042264,20419 -2021-04-05,1942444.0,18473.0,2042264,20419 -2021-04-06,1942745.0,18473.0,2042264,20419 -2021-04-07,1943144.0,18480.0,2042264,20419 -2021-04-08,1943620.0,18494.0,2042264,20419 -2021-04-09,1944075.0,18501.0,2042264,20419 -2021-04-10,1944523.0,18515.0,2042264,20419 -2021-04-11,1944712.0,18515.0,2042264,20419 -2021-04-12,1944971.0,18522.0,2042264,20419 -2021-04-13,1945293.0,18529.0,2042264,20419 -2021-04-14,1945657.0,18529.0,2042264,20419 -2021-04-15,1946035.0,18543.0,2042264,20419 -2021-04-16,1946546.0,18557.0,2042264,20419 -2021-04-17,1946938.0,18557.0,2042264,20419 -2021-04-18,1947141.0,18557.0,2042264,20419 -2021-04-19,1947379.0,18564.0,2042264,20419 -2021-04-20,1947631.0,18571.0,2042264,20419 -2021-04-21,1947967.0,18571.0,2042264,20419 -2021-04-22,1948387.0,18578.0,2042264,20419 -2021-04-23,1948793.0,18585.0,2042264,20419 -2021-04-24,1949213.0,18592.0,2042264,20419 -2021-04-25,1949535.0,18592.0,2042264,20419 -2021-04-26,1949752.0,18599.0,2042264,20419 -2021-04-27,1950032.0,18606.0,2042264,20419 -2021-04-28,1950340.0,18606.0,2042264,20419 -2021-04-29,1950669.0,18620.0,2042264,20419 -2021-04-30,1950942.0,18627.0,2042264,20419 -2021-05-01,1951166.0,18627.0,2042264,20419 -2021-05-02,1951257.0,18634.0,2042264,20419 -2021-05-03,1951327.0,18634.0,2042264,20419 -2021-05-04,1951481.0,18634.0,2042264,20419 -2021-05-05,1951670.0,18634.0,2042264,20419 -2021-05-06,1951880.0,18641.0,2042264,20419 -2021-05-07,1952069.0,18648.0,2042264,20419 -2021-05-08,1952223.0,18648.0,2042264,20419 -2021-05-09,1952293.0,18648.0,2042264,20419 -2021-05-10,1952384.0,18648.0,2042264,20419 -2021-05-11,1952517.0,18655.0,2042264,20419 -2021-05-12,1952720.0,18655.0,2042264,20419 -2021-05-13,1952930.0,18662.0,2042264,20419 -2021-05-14,1953112.0,18669.0,2042264,20419 -2021-05-15,1953294.0,18669.0,2042264,20419 -2021-05-16,1953378.0,18669.0,2042264,20419 -2021-05-17,1953469.0,18676.0,2042264,20419 -2021-05-18,1953609.0,18676.0,2042264,20419 -2021-05-19,1953798.0,18690.0,2042264,20419 -2021-05-20,1953987.0,18690.0,2042264,20419 -2021-05-21,1954148.0,18697.0,2042264,20419 -2021-05-22,1954295.0,18704.0,2042264,20419 -2021-05-23,1954372.0,18704.0,2042264,20419 -2021-05-24,1954456.0,18704.0,2042264,20419 -2021-05-25,1954582.0,18711.0,2042264,20419 -2021-05-26,1954750.0,18711.0,2042264,20419 -2021-05-27,1954904.0,18718.0,2042264,20419 -2021-05-28,1955051.0,18725.0,2042264,20419 -2021-05-29,1955177.0,18725.0,2042264,20419 -2021-05-30,1955233.0,18732.0,2042264,20419 -2021-05-31,1955268.0,18732.0,2042264,20419 -2021-06-01,1955338.0,18732.0,2042264,20419 -2021-06-02,1955443.0,18739.0,2042264,20419 -2021-06-03,1955555.0,18739.0,2042264,20419 -2021-06-04,1955646.0,18739.0,2042264,20419 -2021-06-05,1955751.0,18739.0,2042264,20419 -2021-06-06,1955807.0,18739.0,2042264,20419 -2021-06-07,1955870.0,18739.0,2042264,20419 -2021-06-08,1955968.0,18746.0,2042264,20419 -2021-06-09,1956059.0,18753.0,2042264,20419 -2021-06-10,1956178.0,18753.0,2042264,20419 -2021-06-11,1956290.0,18760.0,2042264,20419 -2021-06-12,1956388.0,18760.0,2042264,20419 -2021-06-13,1956444.0,18760.0,2042264,20419 -2021-06-14,1956514.0,18767.0,2042264,20419 -2021-06-15,1956605.0,18767.0,2042264,20419 -2021-06-16,1956710.0,18774.0,2042264,20419 -2021-06-17,1956808.0,18781.0,2042264,20419 -2021-06-18,1956892.0,18781.0,2042264,20419 -2021-06-19,1956983.0,18788.0,2042264,20419 -2021-06-20,1957018.0,18788.0,2042264,20419 -2021-06-21,1957060.0,18788.0,2042264,20419 -2021-06-22,1957130.0,18788.0,2042264,20419 -2021-06-23,1957207.0,18788.0,2042264,20419 -2021-06-24,1957305.0,18795.0,2042264,20419 -2021-06-25,1957382.0,18795.0,2042264,20419 -2021-06-26,1957494.0,18802.0,2042264,20419 -2021-06-27,1957550.0,18802.0,2042264,20419 -2021-06-28,1957606.0,18802.0,2042264,20419 -2021-06-29,1957662.0,18802.0,2042264,20419 -2021-06-30,1957739.0,18809.0,2042264,20419 -2021-07-01,1957830.0,18809.0,2042264,20419 -2021-07-02,1957900.0,18809.0,2042264,20419 -2021-07-03,1957977.0,18816.0,2042264,20419 -2021-07-04,1958012.0,18823.0,2042264,20419 -2021-07-05,1958047.0,18823.0,2042264,20419 -2021-07-06,1958103.0,18823.0,2042264,20419 -2021-07-07,1958173.0,18823.0,2042264,20419 -2021-07-08,1958257.0,18830.0,2042264,20419 -2021-07-09,1958355.0,18830.0,2042264,20419 -2021-07-10,1958439.0,18830.0,2042264,20419 -2021-07-11,1958467.0,18830.0,2042264,20419 -2021-07-12,1958502.0,18830.0,2042264,20419 -2021-07-13,1958558.0,18837.0,2042264,20419 -2021-07-14,1958635.0,18837.0,2042264,20419 -2021-07-15,1958698.0,18844.0,2042264,20419 -2021-07-16,1958768.0,18844.0,2042264,20419 -2021-07-17,1958852.0,18844.0,2042264,20419 -2021-07-18,1958887.0,18844.0,2042264,20419 -2021-07-19,1958922.0,18844.0,2042264,20419 -2021-07-20,1958971.0,18851.0,2042264,20419 -2021-07-21,1959027.0,18851.0,2042264,20419 -2021-07-22,1959090.0,18858.0,2042264,20419 -2021-07-23,1959146.0,18858.0,2042264,20419 -2021-07-24,1959195.0,18858.0,2042264,20419 -2021-07-25,1959209.0,18858.0,2042264,20419 -2021-07-26,1959237.0,18858.0,2042264,20419 -2021-07-27,1959272.0,18865.0,2042264,20419 -2021-07-28,1959321.0,18865.0,2042264,20419 -2021-07-29,1959384.0,18865.0,2042264,20419 -2021-07-30,1959419.0,18865.0,2042264,20419 -2021-07-31,1959468.0,18865.0,2042264,20419 -2021-08-01,1959482.0,18865.0,2042264,20419 -2021-08-02,1959503.0,18865.0,2042264,20419 -2021-08-03,1959552.0,18872.0,2042264,20419 -2021-08-04,1959601.0,18872.0,2042264,20419 -2021-08-05,1959636.0,18872.0,2042264,20419 -2021-08-06,1959671.0,18872.0,2042264,20419 -2021-08-07,1959720.0,18872.0,2042264,20419 -2021-08-08,1959734.0,18872.0,2042264,20419 -2021-08-09,1959762.0,18872.0,2042264,20419 -2021-08-10,1959804.0,18879.0,2042264,20419 -2021-08-11,1959839.0,18879.0,2042264,20419 -2021-08-12,1959888.0,18879.0,2042264,20419 -2021-08-13,1959923.0,18879.0,2042264,20419 -2021-08-14,1959958.0,18879.0,2042264,20419 -2021-08-15,1959965.0,18879.0,2042264,20419 -2021-08-16,1959986.0,18879.0,2042264,20419 -2021-08-17,1960014.0,18886.0,2042264,20419 -2021-08-18,1960042.0,18886.0,2042264,20419 -2021-08-19,1960049.0,18886.0,2042264,20419 +2020-12-01,0.0,0.0,2041459,20419 +2020-12-02,0.0,0.0,2041459,20419 +2020-12-03,7.0,0.0,2041459,20419 +2020-12-04,7.0,0.0,2041459,20419 +2020-12-07,7.0,0.0,2041459,20419 +2020-12-08,42.0,0.0,2041459,20419 +2020-12-09,105.0,0.0,2041459,20419 +2020-12-10,182.0,0.0,2041459,20419 +2020-12-11,252.0,0.0,2041459,20419 +2020-12-12,308.0,0.0,2041459,20419 +2020-12-13,350.0,0.0,2041459,20419 +2020-12-14,434.0,0.0,2041459,20419 +2020-12-15,644.0,0.0,2041459,20419 +2020-12-16,910.0,0.0,2041459,20419 +2020-12-17,1540.0,7.0,2041459,20419 +2020-12-18,2093.0,14.0,2041459,20419 +2020-12-19,2751.0,21.0,2041459,20419 +2020-12-20,3311.0,21.0,2041459,20419 +2020-12-21,3962.0,21.0,2041459,20419 +2020-12-22,4571.0,28.0,2041459,20419 +2020-12-23,5292.0,35.0,2041459,20419 +2020-12-24,5607.0,42.0,2041459,20419 +2020-12-25,5607.0,42.0,2041459,20419 +2020-12-26,5614.0,42.0,2041459,20419 +2020-12-27,5642.0,42.0,2041459,20419 +2020-12-28,5733.0,42.0,2041459,20419 +2020-12-29,6146.0,56.0,2041459,20419 +2020-12-30,8162.0,84.0,2041459,20419 +2020-12-31,10269.0,119.0,2041459,20419 +2021-01-01,10815.0,126.0,2041459,20419 +2021-01-02,11550.0,133.0,2041459,20419 +2021-01-03,11697.0,133.0,2041459,20419 +2021-01-04,11907.0,133.0,2041459,20419 +2021-01-05,12362.0,133.0,2041459,20419 +2021-01-06,14987.0,161.0,2041459,20419 +2021-01-07,24437.0,266.0,2041459,20419 +2021-01-08,36911.0,413.0,2041459,20419 +2021-01-09,47348.0,511.0,2041459,20419 +2021-01-10,51807.0,553.0,2041459,20419 +2021-01-11,55279.0,602.0,2041459,20419 +2021-01-12,62538.0,700.0,2041459,20419 +2021-01-13,78603.0,847.0,2041459,20419 +2021-01-14,96978.0,1015.0,2041459,20419 +2021-01-15,118888.0,1232.0,2041459,20419 +2021-01-16,136836.0,1393.0,2041459,20419 +2021-01-17,144368.0,1449.0,2041459,20419 +2021-01-18,152488.0,1533.0,2041459,20419 +2021-01-19,187159.0,1792.0,2041459,20419 +2021-01-20,232897.0,2149.0,2041459,20419 +2021-01-21,285117.0,2583.0,2041459,20419 +2021-01-22,368067.0,3269.0,2041459,20419 +2021-01-23,472591.0,4095.0,2041459,20419 +2021-01-24,509523.0,4375.0,2041459,20419 +2021-01-25,540792.0,4641.0,2041459,20419 +2021-01-26,584444.0,5019.0,2041459,20419 +2021-01-27,629097.0,5432.0,2041459,20419 +2021-01-28,706216.0,6104.0,2041459,20419 +2021-01-29,824460.0,7105.0,2041459,20419 +2021-01-30,952560.0,8232.0,2041459,20419 +2021-01-31,1026340.0,8792.0,2041459,20419 +2021-02-01,1087114.0,9310.0,2041459,20419 +2021-02-02,1157884.0,9884.0,2041459,20419 +2021-02-03,1248891.0,10654.0,2041459,20419 +2021-02-04,1343083.0,11487.0,2041459,20419 +2021-02-05,1430933.0,12285.0,2041459,20419 +2021-02-06,1545740.0,13328.0,2041459,20419 +2021-02-07,1602993.0,13832.0,2041459,20419 +2021-02-08,1650964.0,14294.0,2041459,20419 +2021-02-09,1709435.0,14875.0,2041459,20419 +2021-02-10,1754046.0,15358.0,2041459,20419 +2021-02-11,1796151.0,15876.0,2041459,20419 +2021-02-12,1831242.0,16331.0,2041459,20419 +2021-02-13,1861832.0,16709.0,2041459,20419 +2021-02-14,1870827.0,16814.0,2041459,20419 +2021-02-15,1878191.0,16933.0,2041459,20419 +2021-02-16,1884470.0,17059.0,2041459,20419 +2021-02-17,1890028.0,17185.0,2041459,20419 +2021-02-18,1894389.0,17297.0,2041459,20419 +2021-02-19,1897679.0,17367.0,2041459,20419 +2021-02-20,1900633.0,17423.0,2041459,20419 +2021-02-21,1901522.0,17437.0,2041459,20419 +2021-02-22,1902929.0,17465.0,2041459,20419 +2021-02-23,1905043.0,17521.0,2041459,20419 +2021-02-24,1907885.0,17591.0,2041459,20419 +2021-02-25,1911056.0,17661.0,2041459,20419 +2021-02-26,1913996.0,17738.0,2041459,20419 +2021-02-27,1915949.0,17773.0,2041459,20419 +2021-02-28,1916705.0,17794.0,2041459,20419 +2021-03-01,1917496.0,17808.0,2041459,20419 +2021-03-02,1918448.0,17843.0,2041459,20419 +2021-03-03,1919694.0,17878.0,2041459,20419 +2021-03-04,1921409.0,17927.0,2041459,20419 +2021-03-05,1923397.0,17997.0,2041459,20419 +2021-03-06,1924930.0,18025.0,2041459,20419 +2021-03-07,1925287.0,18032.0,2041459,20419 +2021-03-08,1925959.0,18039.0,2041459,20419 +2021-03-09,1926701.0,18060.0,2041459,20419 +2021-03-10,1927492.0,18102.0,2041459,20419 +2021-03-11,1928255.0,18130.0,2041459,20419 +2021-03-12,1929326.0,18158.0,2041459,20419 +2021-03-13,1930439.0,18186.0,2041459,20419 +2021-03-14,1930866.0,18193.0,2041459,20419 +2021-03-15,1931475.0,18207.0,2041459,20419 +2021-03-16,1932133.0,18235.0,2041459,20419 +2021-03-17,1932784.0,18249.0,2041459,20419 +2021-03-18,1933519.0,18277.0,2041459,20419 +2021-03-19,1934212.0,18298.0,2041459,20419 +2021-03-20,1934898.0,18319.0,2041459,20419 +2021-03-21,1935185.0,18326.0,2041459,20419 +2021-03-22,1935577.0,18340.0,2041459,20419 +2021-03-23,1936053.0,18347.0,2041459,20419 +2021-03-24,1936606.0,18361.0,2041459,20419 +2021-03-25,1937215.0,18375.0,2041459,20419 +2021-03-26,1937873.0,18389.0,2041459,20419 +2021-03-27,1938601.0,18410.0,2041459,20419 +2021-03-28,1938902.0,18417.0,2041459,20419 +2021-03-29,1939287.0,18431.0,2041459,20419 +2021-03-30,1939756.0,18445.0,2041459,20419 +2021-03-31,1940302.0,18459.0,2041459,20419 +2021-04-01,1940771.0,18473.0,2041459,20419 +2021-04-02,1941079.0,18473.0,2041459,20419 +2021-04-03,1941296.0,18473.0,2041459,20419 +2021-04-04,1941380.0,18480.0,2041459,20419 +2021-04-05,1941436.0,18480.0,2041459,20419 +2021-04-06,1941730.0,18480.0,2041459,20419 +2021-04-07,1942129.0,18487.0,2041459,20419 +2021-04-08,1942605.0,18501.0,2041459,20419 +2021-04-09,1943060.0,18508.0,2041459,20419 +2021-04-10,1943508.0,18522.0,2041459,20419 +2021-04-11,1943697.0,18522.0,2041459,20419 +2021-04-12,1943956.0,18522.0,2041459,20419 +2021-04-13,1944278.0,18536.0,2041459,20419 +2021-04-14,1944642.0,18536.0,2041459,20419 +2021-04-15,1945020.0,18550.0,2041459,20419 +2021-04-16,1945524.0,18557.0,2041459,20419 +2021-04-17,1945909.0,18564.0,2041459,20419 +2021-04-18,1946112.0,18564.0,2041459,20419 +2021-04-19,1946350.0,18571.0,2041459,20419 +2021-04-20,1946602.0,18571.0,2041459,20419 +2021-04-21,1946938.0,18578.0,2041459,20419 +2021-04-22,1947351.0,18585.0,2041459,20419 +2021-04-23,1947757.0,18592.0,2041459,20419 +2021-04-24,1948177.0,18599.0,2041459,20419 +2021-04-25,1948499.0,18599.0,2041459,20419 +2021-04-26,1948716.0,18599.0,2041459,20419 +2021-04-27,1948989.0,18606.0,2041459,20419 +2021-04-28,1949297.0,18613.0,2041459,20419 +2021-04-29,1949626.0,18627.0,2041459,20419 +2021-04-30,1949892.0,18634.0,2041459,20419 +2021-05-01,1950123.0,18634.0,2041459,20419 +2021-05-02,1950207.0,18634.0,2041459,20419 +2021-05-03,1950284.0,18634.0,2041459,20419 +2021-05-04,1950431.0,18641.0,2041459,20419 +2021-05-05,1950620.0,18641.0,2041459,20419 +2021-05-06,1950837.0,18648.0,2041459,20419 +2021-05-07,1951019.0,18648.0,2041459,20419 +2021-05-08,1951173.0,18655.0,2041459,20419 +2021-05-09,1951243.0,18655.0,2041459,20419 +2021-05-10,1951334.0,18655.0,2041459,20419 +2021-05-11,1951474.0,18662.0,2041459,20419 +2021-05-12,1951677.0,18662.0,2041459,20419 +2021-05-13,1951887.0,18669.0,2041459,20419 +2021-05-14,1952062.0,18669.0,2041459,20419 +2021-05-15,1952251.0,18676.0,2041459,20419 +2021-05-16,1952335.0,18676.0,2041459,20419 +2021-05-17,1952426.0,18676.0,2041459,20419 +2021-05-18,1952559.0,18683.0,2041459,20419 +2021-05-19,1952755.0,18690.0,2041459,20419 +2021-05-20,1952944.0,18697.0,2041459,20419 +2021-05-21,1953105.0,18704.0,2041459,20419 +2021-05-22,1953252.0,18704.0,2041459,20419 +2021-05-23,1953322.0,18704.0,2041459,20419 +2021-05-24,1953420.0,18711.0,2041459,20419 +2021-05-25,1953539.0,18711.0,2041459,20419 +2021-05-26,1953714.0,18718.0,2041459,20419 +2021-05-27,1953861.0,18725.0,2041459,20419 +2021-05-28,1954015.0,18732.0,2041459,20419 +2021-05-29,1954134.0,18732.0,2041459,20419 +2021-05-30,1954183.0,18739.0,2041459,20419 +2021-05-31,1954225.0,18739.0,2041459,20419 +2021-06-01,1954295.0,18739.0,2041459,20419 +2021-06-02,1954393.0,18739.0,2041459,20419 +2021-06-03,1954512.0,18746.0,2041459,20419 +2021-06-04,1954603.0,18746.0,2041459,20419 +2021-06-05,1954708.0,18746.0,2041459,20419 +2021-06-06,1954764.0,18746.0,2041459,20419 +2021-06-07,1954834.0,18746.0,2041459,20419 +2021-06-08,1954925.0,18753.0,2041459,20419 +2021-06-09,1955016.0,18760.0,2041459,20419 +2021-06-10,1955135.0,18760.0,2041459,20419 +2021-06-11,1955247.0,18767.0,2041459,20419 +2021-06-12,1955345.0,18767.0,2041459,20419 +2021-06-13,1955408.0,18767.0,2041459,20419 +2021-06-14,1955471.0,18774.0,2041459,20419 +2021-06-15,1955562.0,18774.0,2041459,20419 +2021-06-16,1955667.0,18781.0,2041459,20419 +2021-06-17,1955765.0,18788.0,2041459,20419 +2021-06-18,1955849.0,18788.0,2041459,20419 +2021-06-19,1955940.0,18788.0,2041459,20419 +2021-06-20,1955982.0,18795.0,2041459,20419 +2021-06-21,1956017.0,18795.0,2041459,20419 +2021-06-22,1956094.0,18795.0,2041459,20419 +2021-06-23,1956164.0,18795.0,2041459,20419 +2021-06-24,1956262.0,18802.0,2041459,20419 +2021-06-25,1956339.0,18802.0,2041459,20419 +2021-06-26,1956451.0,18809.0,2041459,20419 +2021-06-27,1956507.0,18809.0,2041459,20419 +2021-06-28,1956563.0,18809.0,2041459,20419 +2021-06-29,1956619.0,18809.0,2041459,20419 +2021-06-30,1956696.0,18816.0,2041459,20419 +2021-07-01,1956794.0,18816.0,2041459,20419 +2021-07-02,1956864.0,18816.0,2041459,20419 +2021-07-03,1956934.0,18823.0,2041459,20419 +2021-07-04,1956976.0,18823.0,2041459,20419 +2021-07-05,1957011.0,18830.0,2041459,20419 +2021-07-06,1957067.0,18830.0,2041459,20419 +2021-07-07,1957137.0,18830.0,2041459,20419 +2021-07-08,1957214.0,18830.0,2041459,20419 +2021-07-09,1957319.0,18830.0,2041459,20419 +2021-07-10,1957403.0,18837.0,2041459,20419 +2021-07-11,1957431.0,18837.0,2041459,20419 +2021-07-12,1957459.0,18837.0,2041459,20419 +2021-07-13,1957522.0,18844.0,2041459,20419 +2021-07-14,1957592.0,18844.0,2041459,20419 +2021-07-15,1957655.0,18844.0,2041459,20419 +2021-07-16,1957725.0,18851.0,2041459,20419 +2021-07-17,1957816.0,18851.0,2041459,20419 +2021-07-18,1957844.0,18851.0,2041459,20419 +2021-07-19,1957879.0,18851.0,2041459,20419 +2021-07-20,1957935.0,18851.0,2041459,20419 +2021-07-21,1957984.0,18858.0,2041459,20419 +2021-07-22,1958047.0,18858.0,2041459,20419 +2021-07-23,1958110.0,18865.0,2041459,20419 +2021-07-24,1958152.0,18865.0,2041459,20419 +2021-07-25,1958166.0,18865.0,2041459,20419 +2021-07-26,1958194.0,18865.0,2041459,20419 +2021-07-27,1958229.0,18865.0,2041459,20419 +2021-07-28,1958278.0,18865.0,2041459,20419 +2021-07-29,1958341.0,18872.0,2041459,20419 +2021-07-30,1958376.0,18872.0,2041459,20419 +2021-07-31,1958425.0,18872.0,2041459,20419 +2021-08-01,1958446.0,18872.0,2041459,20419 +2021-08-02,1958467.0,18872.0,2041459,20419 +2021-08-03,1958509.0,18872.0,2041459,20419 +2021-08-04,1958558.0,18872.0,2041459,20419 +2021-08-05,1958600.0,18879.0,2041459,20419 +2021-08-06,1958635.0,18879.0,2041459,20419 +2021-08-07,1958684.0,18879.0,2041459,20419 +2021-08-08,1958698.0,18879.0,2041459,20419 +2021-08-09,1958719.0,18879.0,2041459,20419 +2021-08-10,1958768.0,18879.0,2041459,20419 +2021-08-11,1958803.0,18886.0,2041459,20419 +2021-08-12,1958852.0,18886.0,2041459,20419 +2021-08-13,1958894.0,18886.0,2041459,20419 +2021-08-14,1958922.0,18886.0,2041459,20419 +2021-08-15,1958936.0,18886.0,2041459,20419 +2021-08-16,1958957.0,18886.0,2041459,20419 +2021-08-17,1958985.0,18893.0,2041459,20419 +2021-08-18,1959020.0,18893.0,2041459,20419 +2021-08-19,1959062.0,18893.0,2041459,20419 +2021-08-20,1959097.0,18893.0,2041459,20419 +2021-08-21,1959132.0,18900.0,2041459,20419 +2021-08-22,1959146.0,18900.0,2041459,20419 +2021-08-23,1959167.0,18900.0,2041459,20419 +2021-08-24,1959202.0,18900.0,2041459,20419 +2021-08-25,1959230.0,18900.0,2041459,20419 +2021-08-26,1959265.0,18900.0,2041459,20419 +2021-08-27,1959300.0,18900.0,2041459,20419 +2021-08-28,1959321.0,18900.0,2041459,20419 +2021-08-29,1959328.0,18900.0,2041459,20419 +2021-08-30,1959335.0,18900.0,2041459,20419 +2021-08-31,1959370.0,18900.0,2041459,20419 +2021-09-01,1959398.0,18900.0,2041459,20419 diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 80+ population by LD_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 80+ population by LD_tpp.csv index 38c99c6..c045871 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 80+ population by LD_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 80+ population by LD_tpp.csv @@ -1,257 +1,270 @@ covid_vacc_date,no,yes,no_total,yes_total -2020-12-01,0.0,0.0,1090194,518 -2020-12-08,525.0,0.0,1090194,518 -2020-12-09,1960.0,0.0,1090194,518 -2020-12-10,3836.0,0.0,1090194,518 -2020-12-11,5607.0,0.0,1090194,518 -2020-12-12,6881.0,0.0,1090194,518 -2020-12-13,8022.0,0.0,1090194,518 -2020-12-14,9919.0,0.0,1090194,518 -2020-12-15,30702.0,0.0,1090194,518 -2020-12-16,65128.0,14.0,1090194,518 -2020-12-17,95823.0,14.0,1090194,518 -2020-12-18,115780.0,21.0,1090194,518 -2020-12-19,140042.0,28.0,1090194,518 -2020-12-20,161483.0,35.0,1090194,518 -2020-12-21,174181.0,42.0,1090194,518 -2020-12-22,198079.0,42.0,1090194,518 -2020-12-23,215131.0,49.0,1090194,518 -2020-12-24,218855.0,49.0,1090194,518 -2020-12-25,218855.0,49.0,1090194,518 -2020-12-26,218862.0,49.0,1090194,518 -2020-12-27,219044.0,49.0,1090194,518 -2020-12-28,219506.0,49.0,1090194,518 -2020-12-29,227227.0,56.0,1090194,518 -2020-12-30,246533.0,56.0,1090194,518 -2020-12-31,260365.0,63.0,1090194,518 -2021-01-01,262906.0,63.0,1090194,518 -2021-01-02,265216.0,63.0,1090194,518 -2021-01-03,266693.0,63.0,1090194,518 -2021-01-04,268072.0,63.0,1090194,518 -2021-01-05,271117.0,63.0,1090194,518 -2021-01-06,278537.0,70.0,1090194,518 -2021-01-07,312564.0,70.0,1090194,518 -2021-01-08,353171.0,84.0,1090194,518 -2021-01-09,389732.0,98.0,1090194,518 -2021-01-10,406315.0,105.0,1090194,518 -2021-01-11,414386.0,112.0,1090194,518 -2021-01-12,438781.0,119.0,1090194,518 -2021-01-13,476427.0,133.0,1090194,518 -2021-01-14,514731.0,147.0,1090194,518 -2021-01-15,563234.0,168.0,1090194,518 -2021-01-16,620893.0,189.0,1090194,518 -2021-01-17,645526.0,196.0,1090194,518 -2021-01-18,659113.0,203.0,1090194,518 -2021-01-19,699874.0,217.0,1090194,518 -2021-01-20,743463.0,231.0,1090194,518 -2021-01-21,781235.0,252.0,1090194,518 -2021-01-22,830858.0,273.0,1090194,518 -2021-01-23,871633.0,294.0,1090194,518 -2021-01-24,883253.0,294.0,1090194,518 -2021-01-25,894754.0,308.0,1090194,518 -2021-01-26,908761.0,315.0,1090194,518 -2021-01-27,920073.0,322.0,1090194,518 -2021-01-28,934479.0,336.0,1090194,518 -2021-01-29,949382.0,343.0,1090194,518 -2021-01-30,960085.0,357.0,1090194,518 -2021-01-31,964404.0,357.0,1090194,518 -2021-02-01,969745.0,364.0,1090194,518 -2021-02-02,975226.0,371.0,1090194,518 -2021-02-03,980840.0,385.0,1090194,518 -2021-02-04,986405.0,385.0,1090194,518 -2021-02-05,991739.0,392.0,1090194,518 -2021-02-06,995456.0,399.0,1090194,518 -2021-02-07,997185.0,399.0,1090194,518 -2021-02-08,1000209.0,406.0,1090194,518 -2021-02-09,1003765.0,413.0,1090194,518 -2021-02-10,1008021.0,427.0,1090194,518 -2021-02-11,1011927.0,427.0,1090194,518 -2021-02-12,1015651.0,434.0,1090194,518 -2021-02-13,1018024.0,441.0,1090194,518 -2021-02-14,1018920.0,441.0,1090194,518 -2021-02-15,1020271.0,441.0,1090194,518 -2021-02-16,1021559.0,441.0,1090194,518 -2021-02-17,1022938.0,441.0,1090194,518 -2021-02-18,1024198.0,448.0,1090194,518 -2021-02-19,1025297.0,455.0,1090194,518 -2021-02-20,1025948.0,455.0,1090194,518 -2021-02-21,1026172.0,455.0,1090194,518 -2021-02-22,1026662.0,455.0,1090194,518 -2021-02-23,1027579.0,455.0,1090194,518 -2021-02-24,1028559.0,462.0,1090194,518 -2021-02-25,1029658.0,462.0,1090194,518 -2021-02-26,1030687.0,462.0,1090194,518 -2021-02-27,1031212.0,462.0,1090194,518 -2021-02-28,1031380.0,462.0,1090194,518 -2021-03-01,1031723.0,462.0,1090194,518 -2021-03-02,1032241.0,462.0,1090194,518 -2021-03-03,1032906.0,462.0,1090194,518 -2021-03-04,1033655.0,469.0,1090194,518 -2021-03-05,1034418.0,469.0,1090194,518 -2021-03-06,1034915.0,469.0,1090194,518 -2021-03-07,1035027.0,469.0,1090194,518 -2021-03-08,1035286.0,469.0,1090194,518 -2021-03-09,1035769.0,469.0,1090194,518 -2021-03-10,1036238.0,476.0,1090194,518 -2021-03-11,1036644.0,476.0,1090194,518 -2021-03-12,1037120.0,476.0,1090194,518 -2021-03-13,1037470.0,476.0,1090194,518 -2021-03-14,1037603.0,476.0,1090194,518 -2021-03-15,1037869.0,476.0,1090194,518 -2021-03-16,1038198.0,476.0,1090194,518 -2021-03-17,1038506.0,476.0,1090194,518 -2021-03-18,1038905.0,476.0,1090194,518 -2021-03-19,1039255.0,476.0,1090194,518 -2021-03-20,1039528.0,476.0,1090194,518 -2021-03-21,1039626.0,476.0,1090194,518 -2021-03-22,1039815.0,476.0,1090194,518 -2021-03-23,1040067.0,476.0,1090194,518 -2021-03-24,1040375.0,476.0,1090194,518 -2021-03-25,1040718.0,476.0,1090194,518 -2021-03-26,1041054.0,483.0,1090194,518 -2021-03-27,1041376.0,483.0,1090194,518 -2021-03-28,1041502.0,483.0,1090194,518 -2021-03-29,1041705.0,483.0,1090194,518 -2021-03-30,1042097.0,483.0,1090194,518 -2021-03-31,1042391.0,483.0,1090194,518 -2021-04-01,1042727.0,483.0,1090194,518 -2021-04-02,1042916.0,483.0,1090194,518 -2021-04-03,1043084.0,483.0,1090194,518 -2021-04-04,1043126.0,483.0,1090194,518 -2021-04-05,1043154.0,483.0,1090194,518 -2021-04-06,1043308.0,483.0,1090194,518 -2021-04-07,1043644.0,483.0,1090194,518 -2021-04-08,1043903.0,483.0,1090194,518 -2021-04-09,1044169.0,483.0,1090194,518 -2021-04-10,1044372.0,483.0,1090194,518 -2021-04-11,1044449.0,483.0,1090194,518 -2021-04-12,1044575.0,483.0,1090194,518 -2021-04-13,1044708.0,483.0,1090194,518 -2021-04-14,1044876.0,483.0,1090194,518 -2021-04-15,1045058.0,483.0,1090194,518 -2021-04-16,1045282.0,483.0,1090194,518 -2021-04-17,1045471.0,483.0,1090194,518 -2021-04-18,1045562.0,483.0,1090194,518 -2021-04-19,1045660.0,483.0,1090194,518 -2021-04-20,1045779.0,490.0,1090194,518 -2021-04-21,1045926.0,490.0,1090194,518 -2021-04-22,1046059.0,490.0,1090194,518 -2021-04-23,1046164.0,490.0,1090194,518 -2021-04-24,1046248.0,490.0,1090194,518 -2021-04-25,1046290.0,490.0,1090194,518 -2021-04-26,1046381.0,490.0,1090194,518 -2021-04-27,1046472.0,490.0,1090194,518 -2021-04-28,1046549.0,490.0,1090194,518 -2021-04-29,1046675.0,490.0,1090194,518 -2021-04-30,1046759.0,490.0,1090194,518 -2021-05-01,1046808.0,490.0,1090194,518 -2021-05-02,1046829.0,490.0,1090194,518 -2021-05-03,1046850.0,490.0,1090194,518 -2021-05-04,1046899.0,490.0,1090194,518 -2021-05-05,1046983.0,490.0,1090194,518 -2021-05-06,1047074.0,490.0,1090194,518 -2021-05-07,1047144.0,490.0,1090194,518 -2021-05-08,1047200.0,490.0,1090194,518 -2021-05-09,1047221.0,490.0,1090194,518 -2021-05-10,1047270.0,490.0,1090194,518 -2021-05-11,1047326.0,490.0,1090194,518 -2021-05-12,1047424.0,490.0,1090194,518 -2021-05-13,1047501.0,490.0,1090194,518 -2021-05-14,1047564.0,490.0,1090194,518 -2021-05-15,1047620.0,490.0,1090194,518 -2021-05-16,1047655.0,490.0,1090194,518 -2021-05-17,1047697.0,490.0,1090194,518 -2021-05-18,1047760.0,490.0,1090194,518 -2021-05-19,1047844.0,490.0,1090194,518 -2021-05-20,1047942.0,490.0,1090194,518 -2021-05-21,1048019.0,490.0,1090194,518 -2021-05-22,1048068.0,490.0,1090194,518 -2021-05-23,1048096.0,490.0,1090194,518 -2021-05-24,1048131.0,490.0,1090194,518 -2021-05-25,1048187.0,490.0,1090194,518 -2021-05-26,1048257.0,490.0,1090194,518 -2021-05-27,1048355.0,490.0,1090194,518 -2021-05-28,1048411.0,490.0,1090194,518 -2021-05-29,1048453.0,490.0,1090194,518 -2021-05-30,1048467.0,490.0,1090194,518 -2021-05-31,1048481.0,490.0,1090194,518 -2021-06-01,1048509.0,490.0,1090194,518 -2021-06-02,1048551.0,490.0,1090194,518 -2021-06-03,1048607.0,490.0,1090194,518 -2021-06-04,1048642.0,490.0,1090194,518 -2021-06-05,1048684.0,490.0,1090194,518 -2021-06-06,1048705.0,490.0,1090194,518 -2021-06-07,1048733.0,490.0,1090194,518 -2021-06-08,1048768.0,490.0,1090194,518 -2021-06-09,1048817.0,490.0,1090194,518 -2021-06-10,1048873.0,490.0,1090194,518 -2021-06-11,1048922.0,490.0,1090194,518 -2021-06-12,1048971.0,490.0,1090194,518 -2021-06-13,1048992.0,490.0,1090194,518 -2021-06-14,1049020.0,490.0,1090194,518 -2021-06-15,1049069.0,490.0,1090194,518 -2021-06-16,1049111.0,490.0,1090194,518 -2021-06-17,1049153.0,490.0,1090194,518 -2021-06-18,1049209.0,490.0,1090194,518 -2021-06-19,1049244.0,490.0,1090194,518 -2021-06-20,1049272.0,490.0,1090194,518 -2021-06-21,1049286.0,490.0,1090194,518 -2021-06-22,1049314.0,490.0,1090194,518 -2021-06-23,1049349.0,490.0,1090194,518 -2021-06-24,1049391.0,490.0,1090194,518 -2021-06-25,1049426.0,490.0,1090194,518 -2021-06-26,1049475.0,490.0,1090194,518 -2021-06-27,1049496.0,490.0,1090194,518 -2021-06-28,1049524.0,490.0,1090194,518 -2021-06-29,1049545.0,490.0,1090194,518 -2021-06-30,1049580.0,490.0,1090194,518 -2021-07-01,1049608.0,490.0,1090194,518 -2021-07-02,1049636.0,490.0,1090194,518 -2021-07-03,1049664.0,490.0,1090194,518 -2021-07-04,1049671.0,490.0,1090194,518 -2021-07-05,1049685.0,490.0,1090194,518 -2021-07-06,1049713.0,490.0,1090194,518 -2021-07-07,1049741.0,490.0,1090194,518 -2021-07-08,1049769.0,490.0,1090194,518 -2021-07-09,1049797.0,490.0,1090194,518 -2021-07-10,1049825.0,490.0,1090194,518 -2021-07-11,1049839.0,490.0,1090194,518 -2021-07-12,1049860.0,490.0,1090194,518 -2021-07-13,1049881.0,490.0,1090194,518 -2021-07-14,1049909.0,490.0,1090194,518 -2021-07-15,1049937.0,490.0,1090194,518 -2021-07-16,1049965.0,490.0,1090194,518 -2021-07-17,1050000.0,490.0,1090194,518 -2021-07-18,1050007.0,490.0,1090194,518 -2021-07-19,1050021.0,490.0,1090194,518 -2021-07-20,1050035.0,490.0,1090194,518 -2021-07-21,1050070.0,490.0,1090194,518 -2021-07-22,1050091.0,490.0,1090194,518 -2021-07-23,1050112.0,490.0,1090194,518 -2021-07-24,1050112.0,490.0,1090194,518 -2021-07-25,1050119.0,490.0,1090194,518 -2021-07-26,1050133.0,490.0,1090194,518 -2021-07-27,1050154.0,490.0,1090194,518 -2021-07-28,1050175.0,490.0,1090194,518 -2021-07-29,1050189.0,490.0,1090194,518 -2021-07-30,1050210.0,490.0,1090194,518 -2021-07-31,1050231.0,490.0,1090194,518 -2021-08-01,1050238.0,490.0,1090194,518 -2021-08-02,1050245.0,490.0,1090194,518 -2021-08-03,1050273.0,490.0,1090194,518 -2021-08-04,1050301.0,490.0,1090194,518 -2021-08-05,1050315.0,490.0,1090194,518 -2021-08-06,1050343.0,490.0,1090194,518 -2021-08-07,1050357.0,490.0,1090194,518 -2021-08-08,1050364.0,490.0,1090194,518 -2021-08-09,1050378.0,490.0,1090194,518 -2021-08-10,1050392.0,490.0,1090194,518 -2021-08-11,1050406.0,490.0,1090194,518 -2021-08-12,1050427.0,490.0,1090194,518 -2021-08-13,1050441.0,490.0,1090194,518 -2021-08-14,1050455.0,490.0,1090194,518 -2021-08-15,1050455.0,490.0,1090194,518 -2021-08-16,1050469.0,490.0,1090194,518 -2021-08-17,1050476.0,490.0,1090194,518 -2021-08-18,1050483.0,490.0,1090194,518 -2021-08-19,1050490.0,490.0,1090194,518 +2020-12-01,0.0,0.0,1086918,518 +2020-12-08,518.0,0.0,1086918,518 +2020-12-09,1953.0,0.0,1086918,518 +2020-12-10,3822.0,0.0,1086918,518 +2020-12-11,5586.0,0.0,1086918,518 +2020-12-12,6853.0,0.0,1086918,518 +2020-12-13,8001.0,0.0,1086918,518 +2020-12-14,9891.0,0.0,1086918,518 +2020-12-15,30618.0,0.0,1086918,518 +2020-12-16,64960.0,14.0,1086918,518 +2020-12-17,95571.0,14.0,1086918,518 +2020-12-18,115479.0,21.0,1086918,518 +2020-12-19,139671.0,28.0,1086918,518 +2020-12-20,161042.0,35.0,1086918,518 +2020-12-21,173719.0,42.0,1086918,518 +2020-12-22,197575.0,42.0,1086918,518 +2020-12-23,214627.0,49.0,1086918,518 +2020-12-24,218330.0,49.0,1086918,518 +2020-12-25,218337.0,49.0,1086918,518 +2020-12-26,218337.0,49.0,1086918,518 +2020-12-27,218526.0,49.0,1086918,518 +2020-12-28,218988.0,49.0,1086918,518 +2020-12-29,226674.0,56.0,1086918,518 +2020-12-30,245917.0,56.0,1086918,518 +2020-12-31,259693.0,63.0,1086918,518 +2021-01-01,262220.0,63.0,1086918,518 +2021-01-02,264516.0,63.0,1086918,518 +2021-01-03,265993.0,63.0,1086918,518 +2021-01-04,267365.0,63.0,1086918,518 +2021-01-05,270396.0,63.0,1086918,518 +2021-01-06,277788.0,70.0,1086918,518 +2021-01-07,311836.0,70.0,1086918,518 +2021-01-08,352324.0,84.0,1086918,518 +2021-01-09,388836.0,98.0,1086918,518 +2021-01-10,405398.0,105.0,1086918,518 +2021-01-11,413434.0,112.0,1086918,518 +2021-01-12,437759.0,119.0,1086918,518 +2021-01-13,475314.0,133.0,1086918,518 +2021-01-14,513499.0,147.0,1086918,518 +2021-01-15,561806.0,168.0,1086918,518 +2021-01-16,619318.0,189.0,1086918,518 +2021-01-17,643874.0,196.0,1086918,518 +2021-01-18,657398.0,203.0,1086918,518 +2021-01-19,698033.0,217.0,1086918,518 +2021-01-20,741510.0,231.0,1086918,518 +2021-01-21,779163.0,252.0,1086918,518 +2021-01-22,828604.0,273.0,1086918,518 +2021-01-23,869295.0,294.0,1086918,518 +2021-01-24,880880.0,294.0,1086918,518 +2021-01-25,892346.0,308.0,1086918,518 +2021-01-26,906297.0,315.0,1086918,518 +2021-01-27,917567.0,322.0,1086918,518 +2021-01-28,931889.0,329.0,1086918,518 +2021-01-29,946736.0,343.0,1086918,518 +2021-01-30,957397.0,350.0,1086918,518 +2021-01-31,961695.0,357.0,1086918,518 +2021-02-01,967008.0,364.0,1086918,518 +2021-02-02,972440.0,371.0,1086918,518 +2021-02-03,978012.0,385.0,1086918,518 +2021-02-04,983528.0,385.0,1086918,518 +2021-02-05,988834.0,392.0,1086918,518 +2021-02-06,992530.0,399.0,1086918,518 +2021-02-07,994238.0,399.0,1086918,518 +2021-02-08,997241.0,406.0,1086918,518 +2021-02-09,1000769.0,413.0,1086918,518 +2021-02-10,1004983.0,420.0,1086918,518 +2021-02-11,1008847.0,427.0,1086918,518 +2021-02-12,1012550.0,434.0,1086918,518 +2021-02-13,1014902.0,434.0,1086918,518 +2021-02-14,1015791.0,434.0,1086918,518 +2021-02-15,1017135.0,441.0,1086918,518 +2021-02-16,1018409.0,441.0,1086918,518 +2021-02-17,1019774.0,441.0,1086918,518 +2021-02-18,1021034.0,448.0,1086918,518 +2021-02-19,1022126.0,455.0,1086918,518 +2021-02-20,1022763.0,455.0,1086918,518 +2021-02-21,1022994.0,455.0,1086918,518 +2021-02-22,1023477.0,455.0,1086918,518 +2021-02-23,1024387.0,455.0,1086918,518 +2021-02-24,1025367.0,462.0,1086918,518 +2021-02-25,1026452.0,462.0,1086918,518 +2021-02-26,1027467.0,462.0,1086918,518 +2021-02-27,1027999.0,462.0,1086918,518 +2021-02-28,1028160.0,462.0,1086918,518 +2021-03-01,1028503.0,462.0,1086918,518 +2021-03-02,1029021.0,462.0,1086918,518 +2021-03-03,1029679.0,462.0,1086918,518 +2021-03-04,1030421.0,469.0,1086918,518 +2021-03-05,1031170.0,469.0,1086918,518 +2021-03-06,1031667.0,469.0,1086918,518 +2021-03-07,1031779.0,469.0,1086918,518 +2021-03-08,1032031.0,469.0,1086918,518 +2021-03-09,1032514.0,469.0,1086918,518 +2021-03-10,1032976.0,476.0,1086918,518 +2021-03-11,1033382.0,476.0,1086918,518 +2021-03-12,1033851.0,476.0,1086918,518 +2021-03-13,1034208.0,476.0,1086918,518 +2021-03-14,1034334.0,476.0,1086918,518 +2021-03-15,1034593.0,476.0,1086918,518 +2021-03-16,1034922.0,476.0,1086918,518 +2021-03-17,1035230.0,476.0,1086918,518 +2021-03-18,1035622.0,476.0,1086918,518 +2021-03-19,1035965.0,476.0,1086918,518 +2021-03-20,1036245.0,476.0,1086918,518 +2021-03-21,1036343.0,476.0,1086918,518 +2021-03-22,1036525.0,476.0,1086918,518 +2021-03-23,1036777.0,476.0,1086918,518 +2021-03-24,1037071.0,476.0,1086918,518 +2021-03-25,1037421.0,476.0,1086918,518 +2021-03-26,1037750.0,483.0,1086918,518 +2021-03-27,1038065.0,483.0,1086918,518 +2021-03-28,1038191.0,483.0,1086918,518 +2021-03-29,1038394.0,483.0,1086918,518 +2021-03-30,1038779.0,483.0,1086918,518 +2021-03-31,1039073.0,483.0,1086918,518 +2021-04-01,1039409.0,483.0,1086918,518 +2021-04-02,1039591.0,483.0,1086918,518 +2021-04-03,1039752.0,483.0,1086918,518 +2021-04-04,1039794.0,483.0,1086918,518 +2021-04-05,1039822.0,483.0,1086918,518 +2021-04-06,1039976.0,483.0,1086918,518 +2021-04-07,1040312.0,483.0,1086918,518 +2021-04-08,1040564.0,483.0,1086918,518 +2021-04-09,1040830.0,483.0,1086918,518 +2021-04-10,1041033.0,483.0,1086918,518 +2021-04-11,1041117.0,483.0,1086918,518 +2021-04-12,1041236.0,483.0,1086918,518 +2021-04-13,1041376.0,483.0,1086918,518 +2021-04-14,1041537.0,483.0,1086918,518 +2021-04-15,1041719.0,483.0,1086918,518 +2021-04-16,1041943.0,483.0,1086918,518 +2021-04-17,1042132.0,483.0,1086918,518 +2021-04-18,1042216.0,483.0,1086918,518 +2021-04-19,1042314.0,483.0,1086918,518 +2021-04-20,1042433.0,490.0,1086918,518 +2021-04-21,1042573.0,490.0,1086918,518 +2021-04-22,1042706.0,490.0,1086918,518 +2021-04-23,1042811.0,490.0,1086918,518 +2021-04-24,1042895.0,490.0,1086918,518 +2021-04-25,1042937.0,490.0,1086918,518 +2021-04-26,1043028.0,490.0,1086918,518 +2021-04-27,1043119.0,490.0,1086918,518 +2021-04-28,1043196.0,490.0,1086918,518 +2021-04-29,1043322.0,490.0,1086918,518 +2021-04-30,1043399.0,490.0,1086918,518 +2021-05-01,1043448.0,490.0,1086918,518 +2021-05-02,1043469.0,490.0,1086918,518 +2021-05-03,1043490.0,490.0,1086918,518 +2021-05-04,1043546.0,490.0,1086918,518 +2021-05-05,1043630.0,490.0,1086918,518 +2021-05-06,1043721.0,490.0,1086918,518 +2021-05-07,1043791.0,490.0,1086918,518 +2021-05-08,1043847.0,490.0,1086918,518 +2021-05-09,1043868.0,490.0,1086918,518 +2021-05-10,1043917.0,490.0,1086918,518 +2021-05-11,1043973.0,490.0,1086918,518 +2021-05-12,1044071.0,490.0,1086918,518 +2021-05-13,1044141.0,490.0,1086918,518 +2021-05-14,1044204.0,490.0,1086918,518 +2021-05-15,1044260.0,490.0,1086918,518 +2021-05-16,1044288.0,490.0,1086918,518 +2021-05-17,1044337.0,490.0,1086918,518 +2021-05-18,1044393.0,490.0,1086918,518 +2021-05-19,1044477.0,490.0,1086918,518 +2021-05-20,1044575.0,490.0,1086918,518 +2021-05-21,1044652.0,490.0,1086918,518 +2021-05-22,1044701.0,490.0,1086918,518 +2021-05-23,1044722.0,490.0,1086918,518 +2021-05-24,1044757.0,490.0,1086918,518 +2021-05-25,1044813.0,490.0,1086918,518 +2021-05-26,1044890.0,490.0,1086918,518 +2021-05-27,1044981.0,490.0,1086918,518 +2021-05-28,1045044.0,490.0,1086918,518 +2021-05-29,1045079.0,490.0,1086918,518 +2021-05-30,1045093.0,490.0,1086918,518 +2021-05-31,1045107.0,490.0,1086918,518 +2021-06-01,1045135.0,490.0,1086918,518 +2021-06-02,1045177.0,490.0,1086918,518 +2021-06-03,1045233.0,490.0,1086918,518 +2021-06-04,1045268.0,490.0,1086918,518 +2021-06-05,1045310.0,490.0,1086918,518 +2021-06-06,1045338.0,490.0,1086918,518 +2021-06-07,1045366.0,490.0,1086918,518 +2021-06-08,1045401.0,490.0,1086918,518 +2021-06-09,1045450.0,490.0,1086918,518 +2021-06-10,1045499.0,490.0,1086918,518 +2021-06-11,1045548.0,490.0,1086918,518 +2021-06-12,1045597.0,490.0,1086918,518 +2021-06-13,1045618.0,490.0,1086918,518 +2021-06-14,1045646.0,490.0,1086918,518 +2021-06-15,1045695.0,490.0,1086918,518 +2021-06-16,1045737.0,490.0,1086918,518 +2021-06-17,1045779.0,490.0,1086918,518 +2021-06-18,1045828.0,490.0,1086918,518 +2021-06-19,1045870.0,490.0,1086918,518 +2021-06-20,1045891.0,490.0,1086918,518 +2021-06-21,1045905.0,490.0,1086918,518 +2021-06-22,1045940.0,490.0,1086918,518 +2021-06-23,1045975.0,490.0,1086918,518 +2021-06-24,1046017.0,490.0,1086918,518 +2021-06-25,1046052.0,490.0,1086918,518 +2021-06-26,1046094.0,490.0,1086918,518 +2021-06-27,1046122.0,490.0,1086918,518 +2021-06-28,1046150.0,490.0,1086918,518 +2021-06-29,1046171.0,490.0,1086918,518 +2021-06-30,1046206.0,490.0,1086918,518 +2021-07-01,1046234.0,490.0,1086918,518 +2021-07-02,1046262.0,490.0,1086918,518 +2021-07-03,1046290.0,490.0,1086918,518 +2021-07-04,1046297.0,490.0,1086918,518 +2021-07-05,1046311.0,490.0,1086918,518 +2021-07-06,1046332.0,490.0,1086918,518 +2021-07-07,1046367.0,490.0,1086918,518 +2021-07-08,1046388.0,490.0,1086918,518 +2021-07-09,1046423.0,490.0,1086918,518 +2021-07-10,1046451.0,490.0,1086918,518 +2021-07-11,1046458.0,490.0,1086918,518 +2021-07-12,1046479.0,490.0,1086918,518 +2021-07-13,1046507.0,490.0,1086918,518 +2021-07-14,1046528.0,490.0,1086918,518 +2021-07-15,1046556.0,490.0,1086918,518 +2021-07-16,1046591.0,490.0,1086918,518 +2021-07-17,1046626.0,490.0,1086918,518 +2021-07-18,1046626.0,490.0,1086918,518 +2021-07-19,1046640.0,490.0,1086918,518 +2021-07-20,1046661.0,490.0,1086918,518 +2021-07-21,1046689.0,490.0,1086918,518 +2021-07-22,1046710.0,490.0,1086918,518 +2021-07-23,1046731.0,490.0,1086918,518 +2021-07-24,1046738.0,490.0,1086918,518 +2021-07-25,1046738.0,490.0,1086918,518 +2021-07-26,1046752.0,490.0,1086918,518 +2021-07-27,1046773.0,490.0,1086918,518 +2021-07-28,1046794.0,490.0,1086918,518 +2021-07-29,1046808.0,490.0,1086918,518 +2021-07-30,1046829.0,490.0,1086918,518 +2021-07-31,1046850.0,490.0,1086918,518 +2021-08-01,1046850.0,490.0,1086918,518 +2021-08-02,1046864.0,490.0,1086918,518 +2021-08-03,1046885.0,490.0,1086918,518 +2021-08-04,1046920.0,490.0,1086918,518 +2021-08-05,1046934.0,490.0,1086918,518 +2021-08-06,1046962.0,490.0,1086918,518 +2021-08-07,1046976.0,490.0,1086918,518 +2021-08-08,1046983.0,490.0,1086918,518 +2021-08-09,1046997.0,490.0,1086918,518 +2021-08-10,1047011.0,490.0,1086918,518 +2021-08-11,1047025.0,490.0,1086918,518 +2021-08-12,1047046.0,490.0,1086918,518 +2021-08-13,1047060.0,490.0,1086918,518 +2021-08-14,1047074.0,490.0,1086918,518 +2021-08-15,1047081.0,490.0,1086918,518 +2021-08-16,1047088.0,490.0,1086918,518 +2021-08-17,1047095.0,490.0,1086918,518 +2021-08-18,1047109.0,490.0,1086918,518 +2021-08-19,1047130.0,490.0,1086918,518 +2021-08-20,1047144.0,490.0,1086918,518 +2021-08-21,1047158.0,490.0,1086918,518 +2021-08-22,1047165.0,490.0,1086918,518 +2021-08-23,1047179.0,490.0,1086918,518 +2021-08-24,1047193.0,490.0,1086918,518 +2021-08-25,1047214.0,490.0,1086918,518 +2021-08-26,1047228.0,490.0,1086918,518 +2021-08-27,1047242.0,490.0,1086918,518 +2021-08-28,1047249.0,490.0,1086918,518 +2021-08-29,1047256.0,490.0,1086918,518 +2021-08-30,1047256.0,490.0,1086918,518 +2021-08-31,1047263.0,490.0,1086918,518 +2021-09-01,1047270.0,490.0,1086918,518 diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 80+ population by ethnicity 6 groups_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 80+ population by ethnicity 6 groups_tpp.csv index 06f2c9b..c17dcb3 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 80+ population by ethnicity 6 groups_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 80+ population by ethnicity 6 groups_tpp.csv @@ -1,257 +1,270 @@ covid_vacc_date,Black,Mixed,Other,South Asian,Unknown,White,Black_total,Mixed_total,Other_total,South Asian_total,Unknown_total,White_total -2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,10864,3234,6629,27734,55741,986524 -2020-12-08,0.0,0.0,0.0,0.0,7.0,511.0,10864,3234,6629,27734,55741,986524 -2020-12-09,0.0,0.0,21.0,21.0,56.0,1855.0,10864,3234,6629,27734,55741,986524 -2020-12-10,7.0,7.0,35.0,49.0,112.0,3626.0,10864,3234,6629,27734,55741,986524 -2020-12-11,14.0,14.0,42.0,70.0,147.0,5313.0,10864,3234,6629,27734,55741,986524 -2020-12-12,21.0,14.0,49.0,84.0,182.0,6531.0,10864,3234,6629,27734,55741,986524 -2020-12-13,21.0,14.0,63.0,105.0,217.0,7616.0,10864,3234,6629,27734,55741,986524 -2020-12-14,28.0,14.0,70.0,140.0,273.0,9394.0,10864,3234,6629,27734,55741,986524 -2020-12-15,126.0,56.0,147.0,490.0,1197.0,28686.0,10864,3234,6629,27734,55741,986524 -2020-12-16,308.0,119.0,287.0,1106.0,2765.0,60564.0,10864,3234,6629,27734,55741,986524 -2020-12-17,469.0,182.0,413.0,1666.0,4088.0,89019.0,10864,3234,6629,27734,55741,986524 -2020-12-18,581.0,224.0,511.0,2114.0,4830.0,107548.0,10864,3234,6629,27734,55741,986524 -2020-12-19,742.0,294.0,637.0,2884.0,5628.0,129885.0,10864,3234,6629,27734,55741,986524 -2020-12-20,840.0,336.0,728.0,3311.0,6496.0,149807.0,10864,3234,6629,27734,55741,986524 -2020-12-21,910.0,357.0,798.0,3598.0,6944.0,161609.0,10864,3234,6629,27734,55741,986524 -2020-12-22,1001.0,406.0,875.0,3927.0,7784.0,184135.0,10864,3234,6629,27734,55741,986524 -2020-12-23,1050.0,427.0,959.0,4102.0,8421.0,200221.0,10864,3234,6629,27734,55741,986524 -2020-12-24,1064.0,448.0,973.0,4235.0,8554.0,203630.0,10864,3234,6629,27734,55741,986524 -2020-12-25,1064.0,448.0,973.0,4235.0,8554.0,203637.0,10864,3234,6629,27734,55741,986524 -2020-12-26,1064.0,448.0,973.0,4235.0,8554.0,203637.0,10864,3234,6629,27734,55741,986524 -2020-12-27,1064.0,448.0,980.0,4235.0,8561.0,203812.0,10864,3234,6629,27734,55741,986524 -2020-12-28,1064.0,448.0,980.0,4242.0,8575.0,204246.0,10864,3234,6629,27734,55741,986524 -2020-12-29,1106.0,469.0,1015.0,4396.0,8813.0,211484.0,10864,3234,6629,27734,55741,986524 -2020-12-30,1204.0,497.0,1078.0,4725.0,9534.0,229551.0,10864,3234,6629,27734,55741,986524 -2020-12-31,1260.0,532.0,1141.0,4984.0,10171.0,242340.0,10864,3234,6629,27734,55741,986524 -2021-01-01,1260.0,532.0,1148.0,4998.0,10346.0,244685.0,10864,3234,6629,27734,55741,986524 -2021-01-02,1267.0,532.0,1155.0,5040.0,10437.0,246848.0,10864,3234,6629,27734,55741,986524 -2021-01-03,1267.0,539.0,1162.0,5047.0,10507.0,248241.0,10864,3234,6629,27734,55741,986524 -2021-01-04,1281.0,539.0,1162.0,5068.0,10563.0,249522.0,10864,3234,6629,27734,55741,986524 -2021-01-05,1295.0,546.0,1169.0,5124.0,10710.0,252350.0,10864,3234,6629,27734,55741,986524 -2021-01-06,1316.0,567.0,1211.0,5292.0,11025.0,259189.0,10864,3234,6629,27734,55741,986524 -2021-01-07,1421.0,616.0,1372.0,5684.0,12453.0,291088.0,10864,3234,6629,27734,55741,986524 -2021-01-08,1694.0,735.0,1659.0,6566.0,14238.0,328356.0,10864,3234,6629,27734,55741,986524 -2021-01-09,2009.0,812.0,1827.0,7553.0,15827.0,361802.0,10864,3234,6629,27734,55741,986524 -2021-01-10,2163.0,861.0,1911.0,8001.0,16639.0,376845.0,10864,3234,6629,27734,55741,986524 -2021-01-11,2233.0,882.0,1939.0,8197.0,17003.0,384244.0,10864,3234,6629,27734,55741,986524 -2021-01-12,2331.0,924.0,2023.0,8477.0,18214.0,406931.0,10864,3234,6629,27734,55741,986524 -2021-01-13,2513.0,980.0,2156.0,9219.0,20006.0,441693.0,10864,3234,6629,27734,55741,986524 -2021-01-14,2842.0,1078.0,2429.0,10577.0,21805.0,476147.0,10864,3234,6629,27734,55741,986524 -2021-01-15,3206.0,1218.0,2646.0,11669.0,24087.0,520576.0,10864,3234,6629,27734,55741,986524 -2021-01-16,3528.0,1344.0,2905.0,12544.0,26740.0,574021.0,10864,3234,6629,27734,55741,986524 -2021-01-17,3640.0,1400.0,3080.0,12971.0,27811.0,596827.0,10864,3234,6629,27734,55741,986524 -2021-01-18,3752.0,1442.0,3178.0,13230.0,28427.0,609287.0,10864,3234,6629,27734,55741,986524 -2021-01-19,3955.0,1526.0,3339.0,13965.0,30345.0,646954.0,10864,3234,6629,27734,55741,986524 -2021-01-20,4270.0,1631.0,3535.0,14917.0,32494.0,686854.0,10864,3234,6629,27734,55741,986524 -2021-01-21,4529.0,1729.0,3668.0,15575.0,34426.0,721553.0,10864,3234,6629,27734,55741,986524 -2021-01-22,4879.0,1862.0,3969.0,16534.0,36883.0,766997.0,10864,3234,6629,27734,55741,986524 -2021-01-23,5166.0,1946.0,4242.0,17339.0,38983.0,804251.0,10864,3234,6629,27734,55741,986524 -2021-01-24,5285.0,1981.0,4333.0,17577.0,39522.0,814842.0,10864,3234,6629,27734,55741,986524 -2021-01-25,5411.0,2030.0,4382.0,17913.0,40124.0,825209.0,10864,3234,6629,27734,55741,986524 -2021-01-26,5572.0,2079.0,4487.0,18319.0,40782.0,837837.0,10864,3234,6629,27734,55741,986524 -2021-01-27,5747.0,2107.0,4557.0,18662.0,41370.0,847945.0,10864,3234,6629,27734,55741,986524 -2021-01-28,5908.0,2170.0,4641.0,19019.0,42063.0,861021.0,10864,3234,6629,27734,55741,986524 -2021-01-29,6034.0,2219.0,4711.0,19369.0,42798.0,874594.0,10864,3234,6629,27734,55741,986524 -2021-01-30,6167.0,2254.0,4767.0,19670.0,43442.0,884142.0,10864,3234,6629,27734,55741,986524 -2021-01-31,6223.0,2268.0,4795.0,19817.0,43701.0,887971.0,10864,3234,6629,27734,55741,986524 -2021-02-01,6279.0,2282.0,4830.0,19971.0,43960.0,892780.0,10864,3234,6629,27734,55741,986524 -2021-02-02,6349.0,2310.0,4858.0,20160.0,44261.0,897659.0,10864,3234,6629,27734,55741,986524 -2021-02-03,6426.0,2331.0,4886.0,20370.0,44527.0,902685.0,10864,3234,6629,27734,55741,986524 -2021-02-04,6517.0,2352.0,4928.0,20608.0,44779.0,907606.0,10864,3234,6629,27734,55741,986524 -2021-02-05,6594.0,2373.0,4977.0,20804.0,45038.0,912352.0,10864,3234,6629,27734,55741,986524 -2021-02-06,6685.0,2394.0,5005.0,21007.0,45255.0,915509.0,10864,3234,6629,27734,55741,986524 -2021-02-07,6713.0,2401.0,5019.0,21091.0,45367.0,917000.0,10864,3234,6629,27734,55741,986524 -2021-02-08,6776.0,2408.0,5033.0,21196.0,45507.0,919702.0,10864,3234,6629,27734,55741,986524 -2021-02-09,6846.0,2429.0,5061.0,21371.0,45661.0,922817.0,10864,3234,6629,27734,55741,986524 -2021-02-10,6909.0,2443.0,5096.0,21602.0,45857.0,926534.0,10864,3234,6629,27734,55741,986524 -2021-02-11,7007.0,2464.0,5124.0,21805.0,46067.0,929894.0,10864,3234,6629,27734,55741,986524 -2021-02-12,7098.0,2485.0,5152.0,21973.0,46242.0,933135.0,10864,3234,6629,27734,55741,986524 -2021-02-13,7161.0,2499.0,5173.0,22078.0,46368.0,935186.0,10864,3234,6629,27734,55741,986524 -2021-02-14,7189.0,2506.0,5187.0,22134.0,46410.0,935935.0,10864,3234,6629,27734,55741,986524 -2021-02-15,7210.0,2506.0,5194.0,22190.0,46501.0,937111.0,10864,3234,6629,27734,55741,986524 -2021-02-16,7252.0,2513.0,5208.0,22267.0,46564.0,938203.0,10864,3234,6629,27734,55741,986524 -2021-02-17,7301.0,2520.0,5215.0,22372.0,46613.0,939358.0,10864,3234,6629,27734,55741,986524 -2021-02-18,7336.0,2527.0,5229.0,22442.0,46683.0,940429.0,10864,3234,6629,27734,55741,986524 -2021-02-19,7364.0,2527.0,5236.0,22526.0,46739.0,941353.0,10864,3234,6629,27734,55741,986524 -2021-02-20,7392.0,2534.0,5243.0,22575.0,46774.0,941878.0,10864,3234,6629,27734,55741,986524 -2021-02-21,7406.0,2534.0,5250.0,22603.0,46781.0,942053.0,10864,3234,6629,27734,55741,986524 -2021-02-22,7420.0,2541.0,5257.0,22645.0,46809.0,942445.0,10864,3234,6629,27734,55741,986524 -2021-02-23,7448.0,2541.0,5264.0,22708.0,46858.0,943208.0,10864,3234,6629,27734,55741,986524 -2021-02-24,7476.0,2548.0,5278.0,22771.0,46914.0,944027.0,10864,3234,6629,27734,55741,986524 -2021-02-25,7518.0,2555.0,5292.0,22862.0,46977.0,944909.0,10864,3234,6629,27734,55741,986524 -2021-02-26,7553.0,2562.0,5313.0,22932.0,47040.0,945742.0,10864,3234,6629,27734,55741,986524 -2021-02-27,7588.0,2569.0,5313.0,22981.0,47082.0,946141.0,10864,3234,6629,27734,55741,986524 -2021-02-28,7595.0,2576.0,5320.0,22995.0,47096.0,946260.0,10864,3234,6629,27734,55741,986524 -2021-03-01,7609.0,2583.0,5327.0,23023.0,47117.0,946533.0,10864,3234,6629,27734,55741,986524 -2021-03-02,7630.0,2583.0,5334.0,23051.0,47138.0,946974.0,10864,3234,6629,27734,55741,986524 -2021-03-03,7644.0,2590.0,5334.0,23100.0,47173.0,947527.0,10864,3234,6629,27734,55741,986524 -2021-03-04,7672.0,2597.0,5348.0,23177.0,47215.0,948122.0,10864,3234,6629,27734,55741,986524 -2021-03-05,7707.0,2597.0,5355.0,23233.0,47264.0,948731.0,10864,3234,6629,27734,55741,986524 -2021-03-06,7735.0,2604.0,5355.0,23275.0,47299.0,949116.0,10864,3234,6629,27734,55741,986524 -2021-03-07,7742.0,2604.0,5362.0,23296.0,47306.0,949186.0,10864,3234,6629,27734,55741,986524 -2021-03-08,7749.0,2604.0,5362.0,23303.0,47313.0,949417.0,10864,3234,6629,27734,55741,986524 -2021-03-09,7777.0,2611.0,5369.0,23338.0,47341.0,949809.0,10864,3234,6629,27734,55741,986524 -2021-03-10,7791.0,2611.0,5376.0,23366.0,47376.0,950180.0,10864,3234,6629,27734,55741,986524 -2021-03-11,7805.0,2618.0,5383.0,23394.0,47397.0,950516.0,10864,3234,6629,27734,55741,986524 -2021-03-12,7826.0,2618.0,5383.0,23429.0,47425.0,950901.0,10864,3234,6629,27734,55741,986524 -2021-03-13,7847.0,2625.0,5390.0,23471.0,47446.0,951174.0,10864,3234,6629,27734,55741,986524 -2021-03-14,7847.0,2625.0,5397.0,23485.0,47453.0,951272.0,10864,3234,6629,27734,55741,986524 -2021-03-15,7861.0,2632.0,5397.0,23520.0,47467.0,951461.0,10864,3234,6629,27734,55741,986524 -2021-03-16,7875.0,2632.0,5404.0,23541.0,47488.0,951734.0,10864,3234,6629,27734,55741,986524 -2021-03-17,7889.0,2632.0,5404.0,23569.0,47495.0,951986.0,10864,3234,6629,27734,55741,986524 -2021-03-18,7903.0,2639.0,5411.0,23597.0,47523.0,952301.0,10864,3234,6629,27734,55741,986524 -2021-03-19,7917.0,2639.0,5425.0,23639.0,47544.0,952567.0,10864,3234,6629,27734,55741,986524 -2021-03-20,7931.0,2639.0,5432.0,23667.0,47558.0,952784.0,10864,3234,6629,27734,55741,986524 -2021-03-21,7931.0,2639.0,5432.0,23674.0,47565.0,952868.0,10864,3234,6629,27734,55741,986524 -2021-03-22,7938.0,2646.0,5439.0,23688.0,47565.0,953015.0,10864,3234,6629,27734,55741,986524 -2021-03-23,7945.0,2646.0,5439.0,23709.0,47586.0,953225.0,10864,3234,6629,27734,55741,986524 -2021-03-24,7959.0,2653.0,5439.0,23737.0,47600.0,953470.0,10864,3234,6629,27734,55741,986524 -2021-03-25,7973.0,2653.0,5446.0,23751.0,47621.0,953757.0,10864,3234,6629,27734,55741,986524 -2021-03-26,7987.0,2653.0,5453.0,23779.0,47642.0,954023.0,10864,3234,6629,27734,55741,986524 -2021-03-27,7994.0,2660.0,5460.0,23800.0,47656.0,954289.0,10864,3234,6629,27734,55741,986524 -2021-03-28,8008.0,2660.0,5460.0,23814.0,47670.0,954373.0,10864,3234,6629,27734,55741,986524 -2021-03-29,8015.0,2660.0,5460.0,23828.0,47684.0,954541.0,10864,3234,6629,27734,55741,986524 -2021-03-30,8029.0,2660.0,5467.0,23842.0,47705.0,954870.0,10864,3234,6629,27734,55741,986524 -2021-03-31,8036.0,2660.0,5467.0,23863.0,47719.0,955122.0,10864,3234,6629,27734,55741,986524 -2021-04-01,8043.0,2660.0,5474.0,23877.0,47733.0,955423.0,10864,3234,6629,27734,55741,986524 -2021-04-02,8050.0,2667.0,5474.0,23884.0,47740.0,955584.0,10864,3234,6629,27734,55741,986524 -2021-04-03,8057.0,2667.0,5474.0,23898.0,47747.0,955731.0,10864,3234,6629,27734,55741,986524 -2021-04-04,8057.0,2667.0,5474.0,23898.0,47747.0,955766.0,10864,3234,6629,27734,55741,986524 -2021-04-05,8057.0,2667.0,5474.0,23898.0,47754.0,955794.0,10864,3234,6629,27734,55741,986524 -2021-04-06,8064.0,2667.0,5474.0,23905.0,47761.0,955920.0,10864,3234,6629,27734,55741,986524 -2021-04-07,8078.0,2667.0,5474.0,23926.0,47775.0,956207.0,10864,3234,6629,27734,55741,986524 -2021-04-08,8085.0,2667.0,5481.0,23940.0,47789.0,956424.0,10864,3234,6629,27734,55741,986524 -2021-04-09,8092.0,2674.0,5481.0,23961.0,47796.0,956641.0,10864,3234,6629,27734,55741,986524 -2021-04-10,8099.0,2674.0,5488.0,23968.0,47817.0,956816.0,10864,3234,6629,27734,55741,986524 -2021-04-11,8106.0,2674.0,5488.0,23975.0,47824.0,956879.0,10864,3234,6629,27734,55741,986524 -2021-04-12,8106.0,2674.0,5488.0,23982.0,47824.0,956977.0,10864,3234,6629,27734,55741,986524 -2021-04-13,8113.0,2674.0,5488.0,23996.0,47838.0,957089.0,10864,3234,6629,27734,55741,986524 -2021-04-14,8120.0,2674.0,5488.0,24003.0,47852.0,957222.0,10864,3234,6629,27734,55741,986524 -2021-04-15,8127.0,2674.0,5488.0,24024.0,47859.0,957376.0,10864,3234,6629,27734,55741,986524 -2021-04-16,8134.0,2674.0,5495.0,24031.0,47873.0,957565.0,10864,3234,6629,27734,55741,986524 -2021-04-17,8134.0,2674.0,5495.0,24038.0,47880.0,957733.0,10864,3234,6629,27734,55741,986524 -2021-04-18,8141.0,2681.0,5495.0,24045.0,47887.0,957803.0,10864,3234,6629,27734,55741,986524 -2021-04-19,8141.0,2681.0,5495.0,24052.0,47887.0,957894.0,10864,3234,6629,27734,55741,986524 -2021-04-20,8141.0,2681.0,5495.0,24059.0,47894.0,957999.0,10864,3234,6629,27734,55741,986524 -2021-04-21,8148.0,2681.0,5495.0,24073.0,47894.0,958118.0,10864,3234,6629,27734,55741,986524 -2021-04-22,8148.0,2681.0,5502.0,24080.0,47901.0,958230.0,10864,3234,6629,27734,55741,986524 -2021-04-23,8155.0,2681.0,5502.0,24087.0,47908.0,958321.0,10864,3234,6629,27734,55741,986524 -2021-04-24,8162.0,2688.0,5502.0,24101.0,47908.0,958377.0,10864,3234,6629,27734,55741,986524 -2021-04-25,8162.0,2688.0,5502.0,24101.0,47915.0,958412.0,10864,3234,6629,27734,55741,986524 -2021-04-26,8162.0,2688.0,5502.0,24108.0,47922.0,958489.0,10864,3234,6629,27734,55741,986524 -2021-04-27,8169.0,2688.0,5502.0,24115.0,47929.0,958566.0,10864,3234,6629,27734,55741,986524 -2021-04-28,8169.0,2688.0,5502.0,24115.0,47929.0,958629.0,10864,3234,6629,27734,55741,986524 -2021-04-29,8176.0,2688.0,5502.0,24122.0,47943.0,958741.0,10864,3234,6629,27734,55741,986524 -2021-04-30,8176.0,2688.0,5502.0,24122.0,47950.0,958804.0,10864,3234,6629,27734,55741,986524 -2021-05-01,8176.0,2688.0,5502.0,24129.0,47950.0,958839.0,10864,3234,6629,27734,55741,986524 -2021-05-02,8176.0,2688.0,5502.0,24136.0,47950.0,958860.0,10864,3234,6629,27734,55741,986524 -2021-05-03,8176.0,2688.0,5502.0,24136.0,47950.0,958874.0,10864,3234,6629,27734,55741,986524 -2021-05-04,8183.0,2688.0,5502.0,24136.0,47957.0,958923.0,10864,3234,6629,27734,55741,986524 -2021-05-05,8190.0,2688.0,5509.0,24143.0,47957.0,958979.0,10864,3234,6629,27734,55741,986524 -2021-05-06,8197.0,2688.0,5509.0,24157.0,47964.0,959049.0,10864,3234,6629,27734,55741,986524 -2021-05-07,8197.0,2688.0,5516.0,24164.0,47964.0,959105.0,10864,3234,6629,27734,55741,986524 -2021-05-08,8197.0,2688.0,5516.0,24171.0,47971.0,959140.0,10864,3234,6629,27734,55741,986524 -2021-05-09,8204.0,2688.0,5516.0,24178.0,47971.0,959161.0,10864,3234,6629,27734,55741,986524 -2021-05-10,8204.0,2688.0,5516.0,24178.0,47971.0,959196.0,10864,3234,6629,27734,55741,986524 -2021-05-11,8211.0,2688.0,5516.0,24185.0,47971.0,959238.0,10864,3234,6629,27734,55741,986524 -2021-05-12,8211.0,2688.0,5516.0,24192.0,47985.0,959315.0,10864,3234,6629,27734,55741,986524 -2021-05-13,8218.0,2695.0,5523.0,24199.0,47985.0,959378.0,10864,3234,6629,27734,55741,986524 -2021-05-14,8218.0,2695.0,5523.0,24206.0,47992.0,959420.0,10864,3234,6629,27734,55741,986524 -2021-05-15,8218.0,2695.0,5523.0,24220.0,47992.0,959462.0,10864,3234,6629,27734,55741,986524 -2021-05-16,8218.0,2695.0,5523.0,24220.0,47992.0,959483.0,10864,3234,6629,27734,55741,986524 -2021-05-17,8218.0,2695.0,5530.0,24227.0,47999.0,959518.0,10864,3234,6629,27734,55741,986524 -2021-05-18,8225.0,2695.0,5530.0,24234.0,47999.0,959567.0,10864,3234,6629,27734,55741,986524 -2021-05-19,8232.0,2702.0,5530.0,24241.0,47999.0,959637.0,10864,3234,6629,27734,55741,986524 -2021-05-20,8239.0,2702.0,5530.0,24262.0,48006.0,959693.0,10864,3234,6629,27734,55741,986524 -2021-05-21,8239.0,2702.0,5530.0,24276.0,48013.0,959749.0,10864,3234,6629,27734,55741,986524 -2021-05-22,8239.0,2702.0,5530.0,24283.0,48013.0,959784.0,10864,3234,6629,27734,55741,986524 -2021-05-23,8239.0,2702.0,5530.0,24290.0,48013.0,959805.0,10864,3234,6629,27734,55741,986524 -2021-05-24,8239.0,2702.0,5530.0,24290.0,48013.0,959826.0,10864,3234,6629,27734,55741,986524 -2021-05-25,8246.0,2709.0,5537.0,24297.0,48020.0,959868.0,10864,3234,6629,27734,55741,986524 -2021-05-26,8253.0,2709.0,5537.0,24304.0,48020.0,959924.0,10864,3234,6629,27734,55741,986524 -2021-05-27,8260.0,2709.0,5537.0,24311.0,48027.0,959994.0,10864,3234,6629,27734,55741,986524 -2021-05-28,8267.0,2709.0,5544.0,24318.0,48034.0,960029.0,10864,3234,6629,27734,55741,986524 -2021-05-29,8267.0,2709.0,5544.0,24325.0,48041.0,960057.0,10864,3234,6629,27734,55741,986524 -2021-05-30,8267.0,2709.0,5544.0,24325.0,48041.0,960071.0,10864,3234,6629,27734,55741,986524 -2021-05-31,8274.0,2709.0,5544.0,24325.0,48041.0,960078.0,10864,3234,6629,27734,55741,986524 -2021-06-01,8274.0,2709.0,5544.0,24325.0,48048.0,960092.0,10864,3234,6629,27734,55741,986524 -2021-06-02,8281.0,2709.0,5544.0,24332.0,48048.0,960120.0,10864,3234,6629,27734,55741,986524 -2021-06-03,8281.0,2709.0,5544.0,24339.0,48055.0,960162.0,10864,3234,6629,27734,55741,986524 -2021-06-04,8281.0,2709.0,5544.0,24346.0,48062.0,960183.0,10864,3234,6629,27734,55741,986524 -2021-06-05,8288.0,2709.0,5544.0,24353.0,48062.0,960211.0,10864,3234,6629,27734,55741,986524 -2021-06-06,8288.0,2709.0,5544.0,24360.0,48062.0,960232.0,10864,3234,6629,27734,55741,986524 -2021-06-07,8295.0,2709.0,5544.0,24367.0,48062.0,960246.0,10864,3234,6629,27734,55741,986524 -2021-06-08,8295.0,2709.0,5544.0,24374.0,48062.0,960274.0,10864,3234,6629,27734,55741,986524 -2021-06-09,8295.0,2709.0,5551.0,24381.0,48069.0,960302.0,10864,3234,6629,27734,55741,986524 -2021-06-10,8295.0,2709.0,5551.0,24388.0,48069.0,960351.0,10864,3234,6629,27734,55741,986524 -2021-06-11,8302.0,2709.0,5551.0,24395.0,48069.0,960379.0,10864,3234,6629,27734,55741,986524 -2021-06-12,8309.0,2709.0,5558.0,24402.0,48076.0,960407.0,10864,3234,6629,27734,55741,986524 -2021-06-13,8309.0,2709.0,5558.0,24402.0,48076.0,960421.0,10864,3234,6629,27734,55741,986524 -2021-06-14,8309.0,2709.0,5558.0,24409.0,48076.0,960449.0,10864,3234,6629,27734,55741,986524 -2021-06-15,8309.0,2709.0,5558.0,24416.0,48076.0,960477.0,10864,3234,6629,27734,55741,986524 -2021-06-16,8316.0,2709.0,5558.0,24423.0,48083.0,960512.0,10864,3234,6629,27734,55741,986524 -2021-06-17,8316.0,2709.0,5558.0,24430.0,48090.0,960540.0,10864,3234,6629,27734,55741,986524 -2021-06-18,8316.0,2709.0,5558.0,24437.0,48090.0,960582.0,10864,3234,6629,27734,55741,986524 -2021-06-19,8316.0,2716.0,5558.0,24451.0,48090.0,960603.0,10864,3234,6629,27734,55741,986524 -2021-06-20,8323.0,2716.0,5558.0,24451.0,48090.0,960617.0,10864,3234,6629,27734,55741,986524 -2021-06-21,8323.0,2716.0,5565.0,24451.0,48097.0,960624.0,10864,3234,6629,27734,55741,986524 -2021-06-22,8330.0,2716.0,5565.0,24458.0,48097.0,960645.0,10864,3234,6629,27734,55741,986524 -2021-06-23,8330.0,2716.0,5565.0,24465.0,48097.0,960673.0,10864,3234,6629,27734,55741,986524 -2021-06-24,8330.0,2716.0,5565.0,24472.0,48097.0,960701.0,10864,3234,6629,27734,55741,986524 -2021-06-25,8337.0,2716.0,5565.0,24479.0,48097.0,960729.0,10864,3234,6629,27734,55741,986524 -2021-06-26,8344.0,2716.0,5572.0,24486.0,48097.0,960757.0,10864,3234,6629,27734,55741,986524 -2021-06-27,8344.0,2716.0,5572.0,24486.0,48097.0,960771.0,10864,3234,6629,27734,55741,986524 -2021-06-28,8344.0,2716.0,5572.0,24486.0,48104.0,960792.0,10864,3234,6629,27734,55741,986524 -2021-06-29,8344.0,2716.0,5572.0,24486.0,48104.0,960813.0,10864,3234,6629,27734,55741,986524 -2021-06-30,8344.0,2716.0,5572.0,24493.0,48104.0,960834.0,10864,3234,6629,27734,55741,986524 -2021-07-01,8344.0,2716.0,5572.0,24500.0,48111.0,960862.0,10864,3234,6629,27734,55741,986524 -2021-07-02,8344.0,2716.0,5572.0,24500.0,48111.0,960883.0,10864,3234,6629,27734,55741,986524 -2021-07-03,8351.0,2716.0,5572.0,24507.0,48111.0,960897.0,10864,3234,6629,27734,55741,986524 -2021-07-04,8351.0,2716.0,5572.0,24507.0,48111.0,960897.0,10864,3234,6629,27734,55741,986524 -2021-07-05,8358.0,2716.0,5572.0,24514.0,48111.0,960911.0,10864,3234,6629,27734,55741,986524 -2021-07-06,8358.0,2716.0,5572.0,24514.0,48118.0,960925.0,10864,3234,6629,27734,55741,986524 -2021-07-07,8358.0,2716.0,5579.0,24521.0,48118.0,960939.0,10864,3234,6629,27734,55741,986524 -2021-07-08,8365.0,2716.0,5579.0,24521.0,48125.0,960953.0,10864,3234,6629,27734,55741,986524 -2021-07-09,8365.0,2716.0,5579.0,24521.0,48125.0,960988.0,10864,3234,6629,27734,55741,986524 -2021-07-10,8372.0,2716.0,5579.0,24528.0,48125.0,961002.0,10864,3234,6629,27734,55741,986524 -2021-07-11,8372.0,2723.0,5579.0,24528.0,48125.0,961009.0,10864,3234,6629,27734,55741,986524 -2021-07-12,8372.0,2723.0,5579.0,24535.0,48125.0,961023.0,10864,3234,6629,27734,55741,986524 -2021-07-13,8372.0,2723.0,5579.0,24535.0,48125.0,961044.0,10864,3234,6629,27734,55741,986524 -2021-07-14,8372.0,2723.0,5579.0,24535.0,48125.0,961065.0,10864,3234,6629,27734,55741,986524 -2021-07-15,8372.0,2723.0,5579.0,24535.0,48132.0,961079.0,10864,3234,6629,27734,55741,986524 -2021-07-16,8379.0,2723.0,5579.0,24542.0,48132.0,961100.0,10864,3234,6629,27734,55741,986524 -2021-07-17,8379.0,2723.0,5586.0,24549.0,48132.0,961121.0,10864,3234,6629,27734,55741,986524 -2021-07-18,8379.0,2723.0,5586.0,24549.0,48132.0,961128.0,10864,3234,6629,27734,55741,986524 -2021-07-19,8386.0,2723.0,5586.0,24549.0,48139.0,961135.0,10864,3234,6629,27734,55741,986524 -2021-07-20,8386.0,2723.0,5586.0,24549.0,48139.0,961149.0,10864,3234,6629,27734,55741,986524 -2021-07-21,8386.0,2723.0,5586.0,24549.0,48139.0,961177.0,10864,3234,6629,27734,55741,986524 -2021-07-22,8386.0,2723.0,5586.0,24556.0,48139.0,961191.0,10864,3234,6629,27734,55741,986524 -2021-07-23,8386.0,2723.0,5586.0,24556.0,48139.0,961205.0,10864,3234,6629,27734,55741,986524 -2021-07-24,8386.0,2723.0,5586.0,24556.0,48146.0,961212.0,10864,3234,6629,27734,55741,986524 -2021-07-25,8386.0,2723.0,5586.0,24556.0,48146.0,961212.0,10864,3234,6629,27734,55741,986524 -2021-07-26,8386.0,2723.0,5586.0,24556.0,48146.0,961226.0,10864,3234,6629,27734,55741,986524 -2021-07-27,8386.0,2730.0,5586.0,24556.0,48146.0,961240.0,10864,3234,6629,27734,55741,986524 -2021-07-28,8393.0,2730.0,5586.0,24563.0,48146.0,961254.0,10864,3234,6629,27734,55741,986524 -2021-07-29,8393.0,2730.0,5593.0,24563.0,48146.0,961268.0,10864,3234,6629,27734,55741,986524 -2021-07-30,8393.0,2730.0,5593.0,24563.0,48146.0,961282.0,10864,3234,6629,27734,55741,986524 -2021-07-31,8393.0,2730.0,5593.0,24563.0,48153.0,961296.0,10864,3234,6629,27734,55741,986524 -2021-08-01,8393.0,2730.0,5593.0,24563.0,48153.0,961296.0,10864,3234,6629,27734,55741,986524 -2021-08-02,8400.0,2730.0,5593.0,24570.0,48153.0,961303.0,10864,3234,6629,27734,55741,986524 -2021-08-03,8400.0,2730.0,5593.0,24570.0,48153.0,961317.0,10864,3234,6629,27734,55741,986524 -2021-08-04,8400.0,2730.0,5593.0,24577.0,48153.0,961338.0,10864,3234,6629,27734,55741,986524 -2021-08-05,8400.0,2730.0,5593.0,24584.0,48153.0,961352.0,10864,3234,6629,27734,55741,986524 -2021-08-06,8400.0,2730.0,5593.0,24584.0,48160.0,961366.0,10864,3234,6629,27734,55741,986524 -2021-08-07,8400.0,2730.0,5593.0,24584.0,48160.0,961380.0,10864,3234,6629,27734,55741,986524 -2021-08-08,8400.0,2730.0,5600.0,24591.0,48160.0,961380.0,10864,3234,6629,27734,55741,986524 -2021-08-09,8400.0,2730.0,5600.0,24591.0,48160.0,961387.0,10864,3234,6629,27734,55741,986524 -2021-08-10,8407.0,2730.0,5600.0,24591.0,48160.0,961401.0,10864,3234,6629,27734,55741,986524 -2021-08-11,8407.0,2730.0,5600.0,24598.0,48160.0,961408.0,10864,3234,6629,27734,55741,986524 -2021-08-12,8407.0,2730.0,5600.0,24598.0,48160.0,961422.0,10864,3234,6629,27734,55741,986524 -2021-08-13,8407.0,2730.0,5600.0,24605.0,48167.0,961429.0,10864,3234,6629,27734,55741,986524 -2021-08-14,8407.0,2730.0,5600.0,24605.0,48167.0,961436.0,10864,3234,6629,27734,55741,986524 -2021-08-15,8414.0,2730.0,5600.0,24605.0,48167.0,961436.0,10864,3234,6629,27734,55741,986524 -2021-08-16,8414.0,2730.0,5600.0,24612.0,48167.0,961450.0,10864,3234,6629,27734,55741,986524 -2021-08-17,8414.0,2730.0,5600.0,24612.0,48167.0,961450.0,10864,3234,6629,27734,55741,986524 -2021-08-18,8414.0,2730.0,5600.0,24612.0,48167.0,961464.0,10864,3234,6629,27734,55741,986524 -2021-08-19,8414.0,2730.0,5600.0,24612.0,48167.0,961464.0,10864,3234,6629,27734,55741,986524 +2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,10829,3220,6608,27685,55685,983409 +2020-12-08,0.0,0.0,0.0,0.0,7.0,504.0,10829,3220,6608,27685,55685,983409 +2020-12-09,0.0,0.0,21.0,21.0,56.0,1848.0,10829,3220,6608,27685,55685,983409 +2020-12-10,7.0,7.0,35.0,49.0,112.0,3612.0,10829,3220,6608,27685,55685,983409 +2020-12-11,14.0,14.0,42.0,70.0,147.0,5299.0,10829,3220,6608,27685,55685,983409 +2020-12-12,21.0,14.0,56.0,84.0,182.0,6510.0,10829,3220,6608,27685,55685,983409 +2020-12-13,21.0,14.0,63.0,105.0,210.0,7595.0,10829,3220,6608,27685,55685,983409 +2020-12-14,28.0,14.0,77.0,140.0,266.0,9373.0,10829,3220,6608,27685,55685,983409 +2020-12-15,126.0,56.0,154.0,490.0,1190.0,28609.0,10829,3220,6608,27685,55685,983409 +2020-12-16,301.0,119.0,280.0,1106.0,2751.0,60410.0,10829,3220,6608,27685,55685,983409 +2020-12-17,469.0,175.0,413.0,1666.0,4074.0,88788.0,10829,3220,6608,27685,55685,983409 +2020-12-18,581.0,224.0,504.0,2107.0,4816.0,107268.0,10829,3220,6608,27685,55685,983409 +2020-12-19,742.0,294.0,630.0,2884.0,5614.0,129542.0,10829,3220,6608,27685,55685,983409 +2020-12-20,840.0,329.0,721.0,3304.0,6482.0,149401.0,10829,3220,6608,27685,55685,983409 +2020-12-21,910.0,357.0,791.0,3591.0,6930.0,161175.0,10829,3220,6608,27685,55685,983409 +2020-12-22,1001.0,399.0,875.0,3927.0,7770.0,183652.0,10829,3220,6608,27685,55685,983409 +2020-12-23,1043.0,427.0,959.0,4102.0,8407.0,199738.0,10829,3220,6608,27685,55685,983409 +2020-12-24,1057.0,441.0,973.0,4235.0,8533.0,203133.0,10829,3220,6608,27685,55685,983409 +2020-12-25,1057.0,441.0,973.0,4235.0,8533.0,203140.0,10829,3220,6608,27685,55685,983409 +2020-12-26,1057.0,441.0,973.0,4235.0,8533.0,203140.0,10829,3220,6608,27685,55685,983409 +2020-12-27,1057.0,441.0,980.0,4235.0,8547.0,203315.0,10829,3220,6608,27685,55685,983409 +2020-12-28,1064.0,441.0,980.0,4242.0,8561.0,203749.0,10829,3220,6608,27685,55685,983409 +2020-12-29,1106.0,462.0,1015.0,4396.0,8792.0,210959.0,10829,3220,6608,27685,55685,983409 +2020-12-30,1204.0,497.0,1078.0,4725.0,9513.0,228956.0,10829,3220,6608,27685,55685,983409 +2020-12-31,1253.0,532.0,1141.0,4984.0,10157.0,241689.0,10829,3220,6608,27685,55685,983409 +2021-01-01,1260.0,532.0,1148.0,4998.0,10332.0,244020.0,10829,3220,6608,27685,55685,983409 +2021-01-02,1260.0,532.0,1155.0,5040.0,10423.0,246169.0,10829,3220,6608,27685,55685,983409 +2021-01-03,1267.0,532.0,1155.0,5047.0,10500.0,247555.0,10829,3220,6608,27685,55685,983409 +2021-01-04,1274.0,539.0,1162.0,5068.0,10549.0,248836.0,10829,3220,6608,27685,55685,983409 +2021-01-05,1288.0,546.0,1169.0,5124.0,10696.0,251643.0,10829,3220,6608,27685,55685,983409 +2021-01-06,1309.0,567.0,1211.0,5299.0,11011.0,258461.0,10829,3220,6608,27685,55685,983409 +2021-01-07,1414.0,616.0,1365.0,5684.0,12439.0,290381.0,10829,3220,6608,27685,55685,983409 +2021-01-08,1687.0,728.0,1659.0,6566.0,14224.0,327544.0,10829,3220,6608,27685,55685,983409 +2021-01-09,2002.0,812.0,1820.0,7546.0,15813.0,360941.0,10829,3220,6608,27685,55685,983409 +2021-01-10,2149.0,861.0,1904.0,7994.0,16618.0,375970.0,10829,3220,6608,27685,55685,983409 +2021-01-11,2219.0,882.0,1932.0,8190.0,16982.0,383334.0,10829,3220,6608,27685,55685,983409 +2021-01-12,2317.0,924.0,2016.0,8470.0,18193.0,405958.0,10829,3220,6608,27685,55685,983409 +2021-01-13,2499.0,973.0,2149.0,9212.0,19978.0,440636.0,10829,3220,6608,27685,55685,983409 +2021-01-14,2828.0,1078.0,2415.0,10563.0,21770.0,474985.0,10829,3220,6608,27685,55685,983409 +2021-01-15,3192.0,1211.0,2632.0,11655.0,24059.0,519218.0,10829,3220,6608,27685,55685,983409 +2021-01-16,3514.0,1337.0,2891.0,12530.0,26712.0,572523.0,10829,3220,6608,27685,55685,983409 +2021-01-17,3619.0,1400.0,3066.0,12957.0,27776.0,595259.0,10829,3220,6608,27685,55685,983409 +2021-01-18,3738.0,1435.0,3164.0,13202.0,28392.0,607663.0,10829,3220,6608,27685,55685,983409 +2021-01-19,3941.0,1519.0,3325.0,13944.0,30303.0,645225.0,10829,3220,6608,27685,55685,983409 +2021-01-20,4256.0,1617.0,3514.0,14889.0,32445.0,685013.0,10829,3220,6608,27685,55685,983409 +2021-01-21,4515.0,1722.0,3654.0,15554.0,34370.0,719600.0,10829,3220,6608,27685,55685,983409 +2021-01-22,4865.0,1855.0,3948.0,16506.0,36820.0,764883.0,10829,3220,6608,27685,55685,983409 +2021-01-23,5152.0,1932.0,4214.0,17311.0,38920.0,802060.0,10829,3220,6608,27685,55685,983409 +2021-01-24,5271.0,1974.0,4312.0,17542.0,39459.0,812609.0,10829,3220,6608,27685,55685,983409 +2021-01-25,5390.0,2023.0,4361.0,17871.0,40054.0,822948.0,10829,3220,6608,27685,55685,983409 +2021-01-26,5551.0,2065.0,4473.0,18284.0,40719.0,835520.0,10829,3220,6608,27685,55685,983409 +2021-01-27,5733.0,2100.0,4536.0,18627.0,41307.0,845579.0,10829,3220,6608,27685,55685,983409 +2021-01-28,5887.0,2156.0,4620.0,18984.0,41993.0,858585.0,10829,3220,6608,27685,55685,983409 +2021-01-29,6020.0,2212.0,4697.0,19334.0,42728.0,872088.0,10829,3220,6608,27685,55685,983409 +2021-01-30,6153.0,2247.0,4753.0,19635.0,43372.0,881601.0,10829,3220,6608,27685,55685,983409 +2021-01-31,6202.0,2261.0,4781.0,19782.0,43631.0,885402.0,10829,3220,6608,27685,55685,983409 +2021-02-01,6265.0,2275.0,4816.0,19936.0,43890.0,890183.0,10829,3220,6608,27685,55685,983409 +2021-02-02,6328.0,2303.0,4844.0,20125.0,44191.0,895020.0,10829,3220,6608,27685,55685,983409 +2021-02-03,6405.0,2317.0,4872.0,20335.0,44450.0,900018.0,10829,3220,6608,27685,55685,983409 +2021-02-04,6496.0,2345.0,4907.0,20566.0,44709.0,904897.0,10829,3220,6608,27685,55685,983409 +2021-02-05,6573.0,2366.0,4963.0,20762.0,44961.0,909608.0,10829,3220,6608,27685,55685,983409 +2021-02-06,6664.0,2387.0,4991.0,20965.0,45185.0,912744.0,10829,3220,6608,27685,55685,983409 +2021-02-07,6692.0,2394.0,5005.0,21042.0,45290.0,914221.0,10829,3220,6608,27685,55685,983409 +2021-02-08,6755.0,2401.0,5019.0,21147.0,45430.0,916902.0,10829,3220,6608,27685,55685,983409 +2021-02-09,6825.0,2415.0,5047.0,21322.0,45584.0,919989.0,10829,3220,6608,27685,55685,983409 +2021-02-10,6888.0,2436.0,5082.0,21553.0,45780.0,923678.0,10829,3220,6608,27685,55685,983409 +2021-02-11,6979.0,2450.0,5103.0,21749.0,45990.0,926996.0,10829,3220,6608,27685,55685,983409 +2021-02-12,7077.0,2471.0,5138.0,21924.0,46165.0,930216.0,10829,3220,6608,27685,55685,983409 +2021-02-13,7140.0,2492.0,5152.0,22029.0,46291.0,932239.0,10829,3220,6608,27685,55685,983409 +2021-02-14,7161.0,2492.0,5173.0,22078.0,46333.0,932988.0,10829,3220,6608,27685,55685,983409 +2021-02-15,7189.0,2499.0,5180.0,22141.0,46417.0,934150.0,10829,3220,6608,27685,55685,983409 +2021-02-16,7224.0,2506.0,5194.0,22218.0,46480.0,935228.0,10829,3220,6608,27685,55685,983409 +2021-02-17,7273.0,2513.0,5201.0,22323.0,46529.0,936376.0,10829,3220,6608,27685,55685,983409 +2021-02-18,7315.0,2513.0,5215.0,22393.0,46606.0,937440.0,10829,3220,6608,27685,55685,983409 +2021-02-19,7343.0,2520.0,5222.0,22477.0,46655.0,938357.0,10829,3220,6608,27685,55685,983409 +2021-02-20,7371.0,2520.0,5229.0,22519.0,46690.0,938882.0,10829,3220,6608,27685,55685,983409 +2021-02-21,7378.0,2527.0,5236.0,22547.0,46704.0,939057.0,10829,3220,6608,27685,55685,983409 +2021-02-22,7399.0,2527.0,5243.0,22589.0,46725.0,939449.0,10829,3220,6608,27685,55685,983409 +2021-02-23,7427.0,2534.0,5250.0,22652.0,46774.0,940205.0,10829,3220,6608,27685,55685,983409 +2021-02-24,7455.0,2534.0,5264.0,22722.0,46830.0,941017.0,10829,3220,6608,27685,55685,983409 +2021-02-25,7490.0,2548.0,5278.0,22813.0,46893.0,941885.0,10829,3220,6608,27685,55685,983409 +2021-02-26,7532.0,2555.0,5292.0,22876.0,46963.0,942711.0,10829,3220,6608,27685,55685,983409 +2021-02-27,7560.0,2562.0,5299.0,22932.0,46998.0,943110.0,10829,3220,6608,27685,55685,983409 +2021-02-28,7567.0,2562.0,5306.0,22946.0,47012.0,943229.0,10829,3220,6608,27685,55685,983409 +2021-03-01,7588.0,2569.0,5313.0,22967.0,47040.0,943495.0,10829,3220,6608,27685,55685,983409 +2021-03-02,7602.0,2576.0,5313.0,23002.0,47054.0,943929.0,10829,3220,6608,27685,55685,983409 +2021-03-03,7623.0,2583.0,5320.0,23044.0,47096.0,944482.0,10829,3220,6608,27685,55685,983409 +2021-03-04,7644.0,2583.0,5327.0,23121.0,47138.0,945070.0,10829,3220,6608,27685,55685,983409 +2021-03-05,7679.0,2590.0,5334.0,23184.0,47180.0,945672.0,10829,3220,6608,27685,55685,983409 +2021-03-06,7707.0,2597.0,5341.0,23219.0,47215.0,946057.0,10829,3220,6608,27685,55685,983409 +2021-03-07,7714.0,2597.0,5348.0,23240.0,47222.0,946127.0,10829,3220,6608,27685,55685,983409 +2021-03-08,7728.0,2597.0,5348.0,23247.0,47229.0,946351.0,10829,3220,6608,27685,55685,983409 +2021-03-09,7749.0,2604.0,5355.0,23282.0,47257.0,946743.0,10829,3220,6608,27685,55685,983409 +2021-03-10,7770.0,2604.0,5362.0,23310.0,47292.0,947114.0,10829,3220,6608,27685,55685,983409 +2021-03-11,7784.0,2604.0,5362.0,23338.0,47320.0,947443.0,10829,3220,6608,27685,55685,983409 +2021-03-12,7805.0,2611.0,5369.0,23373.0,47341.0,947828.0,10829,3220,6608,27685,55685,983409 +2021-03-13,7819.0,2611.0,5376.0,23415.0,47362.0,948094.0,10829,3220,6608,27685,55685,983409 +2021-03-14,7826.0,2618.0,5376.0,23429.0,47369.0,948192.0,10829,3220,6608,27685,55685,983409 +2021-03-15,7833.0,2618.0,5383.0,23464.0,47390.0,948381.0,10829,3220,6608,27685,55685,983409 +2021-03-16,7847.0,2625.0,5383.0,23485.0,47404.0,948647.0,10829,3220,6608,27685,55685,983409 +2021-03-17,7861.0,2625.0,5390.0,23513.0,47418.0,948899.0,10829,3220,6608,27685,55685,983409 +2021-03-18,7875.0,2625.0,5397.0,23541.0,47446.0,949207.0,10829,3220,6608,27685,55685,983409 +2021-03-19,7889.0,2632.0,5411.0,23583.0,47460.0,949466.0,10829,3220,6608,27685,55685,983409 +2021-03-20,7903.0,2632.0,5418.0,23611.0,47474.0,949683.0,10829,3220,6608,27685,55685,983409 +2021-03-21,7910.0,2632.0,5418.0,23618.0,47481.0,949767.0,10829,3220,6608,27685,55685,983409 +2021-03-22,7917.0,2632.0,5418.0,23632.0,47488.0,949914.0,10829,3220,6608,27685,55685,983409 +2021-03-23,7917.0,2639.0,5418.0,23653.0,47502.0,950124.0,10829,3220,6608,27685,55685,983409 +2021-03-24,7931.0,2639.0,5425.0,23681.0,47516.0,950362.0,10829,3220,6608,27685,55685,983409 +2021-03-25,7945.0,2646.0,5425.0,23695.0,47537.0,950649.0,10829,3220,6608,27685,55685,983409 +2021-03-26,7959.0,2646.0,5439.0,23716.0,47565.0,950915.0,10829,3220,6608,27685,55685,983409 +2021-03-27,7966.0,2646.0,5439.0,23744.0,47579.0,951174.0,10829,3220,6608,27685,55685,983409 +2021-03-28,7980.0,2646.0,5446.0,23758.0,47586.0,951258.0,10829,3220,6608,27685,55685,983409 +2021-03-29,7987.0,2646.0,5446.0,23772.0,47600.0,951419.0,10829,3220,6608,27685,55685,983409 +2021-03-30,8008.0,2646.0,5453.0,23786.0,47621.0,951748.0,10829,3220,6608,27685,55685,983409 +2021-03-31,8008.0,2653.0,5453.0,23807.0,47635.0,952000.0,10829,3220,6608,27685,55685,983409 +2021-04-01,8015.0,2653.0,5453.0,23821.0,47649.0,952294.0,10829,3220,6608,27685,55685,983409 +2021-04-02,8022.0,2653.0,5460.0,23828.0,47656.0,952455.0,10829,3220,6608,27685,55685,983409 +2021-04-03,8029.0,2653.0,5460.0,23835.0,47663.0,952595.0,10829,3220,6608,27685,55685,983409 +2021-04-04,8029.0,2653.0,5460.0,23842.0,47663.0,952637.0,10829,3220,6608,27685,55685,983409 +2021-04-05,8029.0,2653.0,5460.0,23842.0,47670.0,952658.0,10829,3220,6608,27685,55685,983409 +2021-04-06,8036.0,2653.0,5460.0,23842.0,47677.0,952791.0,10829,3220,6608,27685,55685,983409 +2021-04-07,8050.0,2653.0,5460.0,23870.0,47691.0,953071.0,10829,3220,6608,27685,55685,983409 +2021-04-08,8057.0,2653.0,5467.0,23877.0,47705.0,953288.0,10829,3220,6608,27685,55685,983409 +2021-04-09,8064.0,2660.0,5467.0,23905.0,47719.0,953505.0,10829,3220,6608,27685,55685,983409 +2021-04-10,8071.0,2660.0,5467.0,23912.0,47733.0,953673.0,10829,3220,6608,27685,55685,983409 +2021-04-11,8078.0,2660.0,5467.0,23919.0,47740.0,953736.0,10829,3220,6608,27685,55685,983409 +2021-04-12,8078.0,2660.0,5474.0,23926.0,47747.0,953834.0,10829,3220,6608,27685,55685,983409 +2021-04-13,8085.0,2660.0,5474.0,23933.0,47754.0,953946.0,10829,3220,6608,27685,55685,983409 +2021-04-14,8092.0,2660.0,5474.0,23947.0,47768.0,954079.0,10829,3220,6608,27685,55685,983409 +2021-04-15,8099.0,2660.0,5474.0,23961.0,47775.0,954226.0,10829,3220,6608,27685,55685,983409 +2021-04-16,8099.0,2667.0,5481.0,23975.0,47789.0,954422.0,10829,3220,6608,27685,55685,983409 +2021-04-17,8106.0,2667.0,5481.0,23982.0,47796.0,954590.0,10829,3220,6608,27685,55685,983409 +2021-04-18,8113.0,2667.0,5481.0,23989.0,47803.0,954653.0,10829,3220,6608,27685,55685,983409 +2021-04-19,8113.0,2667.0,5481.0,23996.0,47810.0,954737.0,10829,3220,6608,27685,55685,983409 +2021-04-20,8113.0,2667.0,5481.0,23996.0,47810.0,954849.0,10829,3220,6608,27685,55685,983409 +2021-04-21,8120.0,2667.0,5481.0,24010.0,47817.0,954961.0,10829,3220,6608,27685,55685,983409 +2021-04-22,8120.0,2667.0,5488.0,24024.0,47817.0,955073.0,10829,3220,6608,27685,55685,983409 +2021-04-23,8127.0,2674.0,5488.0,24031.0,47824.0,955157.0,10829,3220,6608,27685,55685,983409 +2021-04-24,8127.0,2674.0,5488.0,24045.0,47831.0,955220.0,10829,3220,6608,27685,55685,983409 +2021-04-25,8134.0,2674.0,5488.0,24045.0,47831.0,955255.0,10829,3220,6608,27685,55685,983409 +2021-04-26,8134.0,2674.0,5488.0,24052.0,47838.0,955332.0,10829,3220,6608,27685,55685,983409 +2021-04-27,8134.0,2674.0,5488.0,24059.0,47845.0,955402.0,10829,3220,6608,27685,55685,983409 +2021-04-28,8141.0,2674.0,5488.0,24059.0,47852.0,955465.0,10829,3220,6608,27685,55685,983409 +2021-04-29,8141.0,2674.0,5488.0,24066.0,47859.0,955577.0,10829,3220,6608,27685,55685,983409 +2021-04-30,8148.0,2674.0,5488.0,24066.0,47866.0,955647.0,10829,3220,6608,27685,55685,983409 +2021-05-01,8148.0,2674.0,5488.0,24073.0,47873.0,955682.0,10829,3220,6608,27685,55685,983409 +2021-05-02,8148.0,2674.0,5488.0,24080.0,47873.0,955696.0,10829,3220,6608,27685,55685,983409 +2021-05-03,8148.0,2674.0,5488.0,24080.0,47873.0,955717.0,10829,3220,6608,27685,55685,983409 +2021-05-04,8148.0,2674.0,5488.0,24080.0,47873.0,955759.0,10829,3220,6608,27685,55685,983409 +2021-05-05,8162.0,2674.0,5495.0,24087.0,47880.0,955815.0,10829,3220,6608,27685,55685,983409 +2021-05-06,8169.0,2674.0,5495.0,24101.0,47880.0,955885.0,10829,3220,6608,27685,55685,983409 +2021-05-07,8169.0,2674.0,5502.0,24108.0,47880.0,955941.0,10829,3220,6608,27685,55685,983409 +2021-05-08,8169.0,2674.0,5502.0,24115.0,47887.0,955983.0,10829,3220,6608,27685,55685,983409 +2021-05-09,8176.0,2674.0,5502.0,24122.0,47887.0,955997.0,10829,3220,6608,27685,55685,983409 +2021-05-10,8176.0,2674.0,5502.0,24122.0,47894.0,956032.0,10829,3220,6608,27685,55685,983409 +2021-05-11,8176.0,2674.0,5502.0,24129.0,47894.0,956074.0,10829,3220,6608,27685,55685,983409 +2021-05-12,8183.0,2681.0,5502.0,24136.0,47901.0,956151.0,10829,3220,6608,27685,55685,983409 +2021-05-13,8183.0,2681.0,5509.0,24143.0,47908.0,956207.0,10829,3220,6608,27685,55685,983409 +2021-05-14,8190.0,2688.0,5509.0,24150.0,47908.0,956249.0,10829,3220,6608,27685,55685,983409 +2021-05-15,8190.0,2688.0,5509.0,24164.0,47908.0,956291.0,10829,3220,6608,27685,55685,983409 +2021-05-16,8190.0,2688.0,5509.0,24164.0,47915.0,956312.0,10829,3220,6608,27685,55685,983409 +2021-05-17,8190.0,2688.0,5516.0,24171.0,47915.0,956347.0,10829,3220,6608,27685,55685,983409 +2021-05-18,8197.0,2688.0,5516.0,24178.0,47915.0,956389.0,10829,3220,6608,27685,55685,983409 +2021-05-19,8204.0,2688.0,5516.0,24185.0,47922.0,956459.0,10829,3220,6608,27685,55685,983409 +2021-05-20,8211.0,2688.0,5516.0,24206.0,47929.0,956515.0,10829,3220,6608,27685,55685,983409 +2021-05-21,8211.0,2688.0,5516.0,24220.0,47929.0,956571.0,10829,3220,6608,27685,55685,983409 +2021-05-22,8211.0,2688.0,5516.0,24227.0,47929.0,956606.0,10829,3220,6608,27685,55685,983409 +2021-05-23,8211.0,2688.0,5516.0,24234.0,47929.0,956627.0,10829,3220,6608,27685,55685,983409 +2021-05-24,8211.0,2695.0,5516.0,24234.0,47929.0,956655.0,10829,3220,6608,27685,55685,983409 +2021-05-25,8218.0,2695.0,5523.0,24241.0,47936.0,956690.0,10829,3220,6608,27685,55685,983409 +2021-05-26,8225.0,2695.0,5523.0,24248.0,47936.0,956746.0,10829,3220,6608,27685,55685,983409 +2021-05-27,8232.0,2695.0,5523.0,24255.0,47943.0,956816.0,10829,3220,6608,27685,55685,983409 +2021-05-28,8239.0,2695.0,5530.0,24262.0,47950.0,956851.0,10829,3220,6608,27685,55685,983409 +2021-05-29,8239.0,2695.0,5530.0,24269.0,47957.0,956879.0,10829,3220,6608,27685,55685,983409 +2021-05-30,8239.0,2695.0,5530.0,24269.0,47957.0,956893.0,10829,3220,6608,27685,55685,983409 +2021-05-31,8246.0,2695.0,5530.0,24269.0,47957.0,956900.0,10829,3220,6608,27685,55685,983409 +2021-06-01,8246.0,2695.0,5530.0,24269.0,47964.0,956921.0,10829,3220,6608,27685,55685,983409 +2021-06-02,8253.0,2695.0,5530.0,24276.0,47964.0,956942.0,10829,3220,6608,27685,55685,983409 +2021-06-03,8253.0,2695.0,5530.0,24283.0,47971.0,956984.0,10829,3220,6608,27685,55685,983409 +2021-06-04,8253.0,2695.0,5530.0,24290.0,47978.0,957005.0,10829,3220,6608,27685,55685,983409 +2021-06-05,8260.0,2695.0,5530.0,24297.0,47978.0,957033.0,10829,3220,6608,27685,55685,983409 +2021-06-06,8260.0,2695.0,5530.0,24304.0,47978.0,957054.0,10829,3220,6608,27685,55685,983409 +2021-06-07,8267.0,2695.0,5530.0,24311.0,47978.0,957068.0,10829,3220,6608,27685,55685,983409 +2021-06-08,8267.0,2695.0,5530.0,24318.0,47985.0,957096.0,10829,3220,6608,27685,55685,983409 +2021-06-09,8267.0,2695.0,5537.0,24325.0,47985.0,957124.0,10829,3220,6608,27685,55685,983409 +2021-06-10,8267.0,2695.0,5537.0,24332.0,47985.0,957166.0,10829,3220,6608,27685,55685,983409 +2021-06-11,8274.0,2695.0,5537.0,24339.0,47992.0,957201.0,10829,3220,6608,27685,55685,983409 +2021-06-12,8281.0,2695.0,5544.0,24346.0,47992.0,957229.0,10829,3220,6608,27685,55685,983409 +2021-06-13,8281.0,2695.0,5544.0,24346.0,47992.0,957243.0,10829,3220,6608,27685,55685,983409 +2021-06-14,8281.0,2695.0,5544.0,24353.0,47992.0,957271.0,10829,3220,6608,27685,55685,983409 +2021-06-15,8281.0,2695.0,5544.0,24360.0,47999.0,957299.0,10829,3220,6608,27685,55685,983409 +2021-06-16,8288.0,2695.0,5544.0,24367.0,47999.0,957334.0,10829,3220,6608,27685,55685,983409 +2021-06-17,8288.0,2702.0,5544.0,24374.0,48006.0,957355.0,10829,3220,6608,27685,55685,983409 +2021-06-18,8288.0,2702.0,5544.0,24381.0,48006.0,957397.0,10829,3220,6608,27685,55685,983409 +2021-06-19,8288.0,2702.0,5544.0,24395.0,48006.0,957418.0,10829,3220,6608,27685,55685,983409 +2021-06-20,8295.0,2702.0,5544.0,24395.0,48006.0,957432.0,10829,3220,6608,27685,55685,983409 +2021-06-21,8295.0,2702.0,5551.0,24395.0,48013.0,957446.0,10829,3220,6608,27685,55685,983409 +2021-06-22,8302.0,2702.0,5551.0,24402.0,48013.0,957460.0,10829,3220,6608,27685,55685,983409 +2021-06-23,8302.0,2702.0,5551.0,24409.0,48013.0,957488.0,10829,3220,6608,27685,55685,983409 +2021-06-24,8302.0,2702.0,5551.0,24416.0,48013.0,957516.0,10829,3220,6608,27685,55685,983409 +2021-06-25,8309.0,2702.0,5551.0,24423.0,48013.0,957544.0,10829,3220,6608,27685,55685,983409 +2021-06-26,8316.0,2702.0,5558.0,24430.0,48013.0,957572.0,10829,3220,6608,27685,55685,983409 +2021-06-27,8316.0,2702.0,5558.0,24430.0,48020.0,957586.0,10829,3220,6608,27685,55685,983409 +2021-06-28,8316.0,2702.0,5558.0,24430.0,48020.0,957607.0,10829,3220,6608,27685,55685,983409 +2021-06-29,8316.0,2702.0,5558.0,24430.0,48020.0,957628.0,10829,3220,6608,27685,55685,983409 +2021-06-30,8316.0,2702.0,5558.0,24437.0,48020.0,957649.0,10829,3220,6608,27685,55685,983409 +2021-07-01,8316.0,2702.0,5558.0,24444.0,48027.0,957677.0,10829,3220,6608,27685,55685,983409 +2021-07-02,8316.0,2702.0,5558.0,24444.0,48027.0,957698.0,10829,3220,6608,27685,55685,983409 +2021-07-03,8323.0,2702.0,5558.0,24451.0,48027.0,957712.0,10829,3220,6608,27685,55685,983409 +2021-07-04,8323.0,2702.0,5558.0,24451.0,48027.0,957719.0,10829,3220,6608,27685,55685,983409 +2021-07-05,8330.0,2702.0,5558.0,24458.0,48034.0,957726.0,10829,3220,6608,27685,55685,983409 +2021-07-06,8330.0,2702.0,5558.0,24458.0,48034.0,957740.0,10829,3220,6608,27685,55685,983409 +2021-07-07,8330.0,2709.0,5565.0,24465.0,48034.0,957761.0,10829,3220,6608,27685,55685,983409 +2021-07-08,8337.0,2709.0,5565.0,24465.0,48041.0,957775.0,10829,3220,6608,27685,55685,983409 +2021-07-09,8337.0,2709.0,5565.0,24465.0,48041.0,957803.0,10829,3220,6608,27685,55685,983409 +2021-07-10,8344.0,2709.0,5565.0,24472.0,48041.0,957817.0,10829,3220,6608,27685,55685,983409 +2021-07-11,8344.0,2709.0,5565.0,24472.0,48041.0,957824.0,10829,3220,6608,27685,55685,983409 +2021-07-12,8344.0,2709.0,5565.0,24479.0,48041.0,957838.0,10829,3220,6608,27685,55685,983409 +2021-07-13,8344.0,2709.0,5565.0,24479.0,48041.0,957859.0,10829,3220,6608,27685,55685,983409 +2021-07-14,8344.0,2709.0,5565.0,24479.0,48048.0,957880.0,10829,3220,6608,27685,55685,983409 +2021-07-15,8344.0,2716.0,5565.0,24479.0,48048.0,957894.0,10829,3220,6608,27685,55685,983409 +2021-07-16,8351.0,2716.0,5565.0,24486.0,48048.0,957915.0,10829,3220,6608,27685,55685,983409 +2021-07-17,8351.0,2716.0,5572.0,24493.0,48055.0,957936.0,10829,3220,6608,27685,55685,983409 +2021-07-18,8351.0,2716.0,5572.0,24493.0,48055.0,957943.0,10829,3220,6608,27685,55685,983409 +2021-07-19,8358.0,2716.0,5572.0,24493.0,48055.0,957950.0,10829,3220,6608,27685,55685,983409 +2021-07-20,8358.0,2716.0,5572.0,24493.0,48055.0,957964.0,10829,3220,6608,27685,55685,983409 +2021-07-21,8358.0,2716.0,5572.0,24493.0,48055.0,957992.0,10829,3220,6608,27685,55685,983409 +2021-07-22,8358.0,2716.0,5572.0,24500.0,48055.0,958006.0,10829,3220,6608,27685,55685,983409 +2021-07-23,8358.0,2716.0,5572.0,24500.0,48062.0,958020.0,10829,3220,6608,27685,55685,983409 +2021-07-24,8358.0,2716.0,5572.0,24500.0,48062.0,958020.0,10829,3220,6608,27685,55685,983409 +2021-07-25,8358.0,2716.0,5572.0,24500.0,48062.0,958027.0,10829,3220,6608,27685,55685,983409 +2021-07-26,8358.0,2716.0,5572.0,24500.0,48062.0,958034.0,10829,3220,6608,27685,55685,983409 +2021-07-27,8358.0,2716.0,5572.0,24500.0,48062.0,958048.0,10829,3220,6608,27685,55685,983409 +2021-07-28,8365.0,2716.0,5572.0,24507.0,48062.0,958062.0,10829,3220,6608,27685,55685,983409 +2021-07-29,8365.0,2716.0,5579.0,24507.0,48062.0,958076.0,10829,3220,6608,27685,55685,983409 +2021-07-30,8365.0,2716.0,5579.0,24507.0,48069.0,958090.0,10829,3220,6608,27685,55685,983409 +2021-07-31,8365.0,2716.0,5579.0,24507.0,48069.0,958104.0,10829,3220,6608,27685,55685,983409 +2021-08-01,8365.0,2716.0,5579.0,24507.0,48069.0,958104.0,10829,3220,6608,27685,55685,983409 +2021-08-02,8372.0,2716.0,5579.0,24514.0,48069.0,958111.0,10829,3220,6608,27685,55685,983409 +2021-08-03,8372.0,2716.0,5579.0,24514.0,48069.0,958132.0,10829,3220,6608,27685,55685,983409 +2021-08-04,8372.0,2716.0,5579.0,24521.0,48069.0,958146.0,10829,3220,6608,27685,55685,983409 +2021-08-05,8372.0,2716.0,5579.0,24528.0,48069.0,958160.0,10829,3220,6608,27685,55685,983409 +2021-08-06,8372.0,2716.0,5579.0,24528.0,48076.0,958174.0,10829,3220,6608,27685,55685,983409 +2021-08-07,8372.0,2716.0,5579.0,24528.0,48076.0,958188.0,10829,3220,6608,27685,55685,983409 +2021-08-08,8372.0,2716.0,5586.0,24535.0,48076.0,958188.0,10829,3220,6608,27685,55685,983409 +2021-08-09,8372.0,2716.0,5586.0,24535.0,48076.0,958202.0,10829,3220,6608,27685,55685,983409 +2021-08-10,8379.0,2716.0,5586.0,24535.0,48076.0,958216.0,10829,3220,6608,27685,55685,983409 +2021-08-11,8379.0,2716.0,5586.0,24542.0,48076.0,958223.0,10829,3220,6608,27685,55685,983409 +2021-08-12,8379.0,2716.0,5586.0,24542.0,48076.0,958237.0,10829,3220,6608,27685,55685,983409 +2021-08-13,8379.0,2716.0,5586.0,24549.0,48083.0,958244.0,10829,3220,6608,27685,55685,983409 +2021-08-14,8379.0,2716.0,5586.0,24549.0,48083.0,958251.0,10829,3220,6608,27685,55685,983409 +2021-08-15,8386.0,2716.0,5586.0,24549.0,48083.0,958251.0,10829,3220,6608,27685,55685,983409 +2021-08-16,8386.0,2716.0,5586.0,24556.0,48083.0,958265.0,10829,3220,6608,27685,55685,983409 +2021-08-17,8386.0,2716.0,5586.0,24556.0,48083.0,958265.0,10829,3220,6608,27685,55685,983409 +2021-08-18,8386.0,2716.0,5586.0,24556.0,48083.0,958279.0,10829,3220,6608,27685,55685,983409 +2021-08-19,8386.0,2716.0,5586.0,24556.0,48083.0,958293.0,10829,3220,6608,27685,55685,983409 +2021-08-20,8386.0,2716.0,5586.0,24556.0,48083.0,958300.0,10829,3220,6608,27685,55685,983409 +2021-08-21,8386.0,2716.0,5586.0,24563.0,48090.0,958314.0,10829,3220,6608,27685,55685,983409 +2021-08-22,8386.0,2716.0,5586.0,24563.0,48090.0,958314.0,10829,3220,6608,27685,55685,983409 +2021-08-23,8386.0,2716.0,5586.0,24563.0,48090.0,958321.0,10829,3220,6608,27685,55685,983409 +2021-08-24,8386.0,2716.0,5586.0,24570.0,48090.0,958335.0,10829,3220,6608,27685,55685,983409 +2021-08-25,8393.0,2716.0,5586.0,24570.0,48090.0,958349.0,10829,3220,6608,27685,55685,983409 +2021-08-26,8393.0,2716.0,5586.0,24570.0,48090.0,958363.0,10829,3220,6608,27685,55685,983409 +2021-08-27,8393.0,2716.0,5586.0,24570.0,48090.0,958377.0,10829,3220,6608,27685,55685,983409 +2021-08-28,8393.0,2716.0,5586.0,24570.0,48090.0,958377.0,10829,3220,6608,27685,55685,983409 +2021-08-29,8393.0,2716.0,5586.0,24570.0,48097.0,958377.0,10829,3220,6608,27685,55685,983409 +2021-08-30,8393.0,2716.0,5586.0,24577.0,48097.0,958377.0,10829,3220,6608,27685,55685,983409 +2021-08-31,8393.0,2716.0,5586.0,24577.0,48097.0,958384.0,10829,3220,6608,27685,55685,983409 +2021-09-01,8393.0,2716.0,5586.0,24577.0,48097.0,958391.0,10829,3220,6608,27685,55685,983409 diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 80+ population by imd categories_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 80+ population by imd categories_tpp.csv index 1649993..83d3aef 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 80+ population by imd categories_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 80+ population by imd categories_tpp.csv @@ -1,257 +1,270 @@ covid_vacc_date,1 Most deprived,2,3,4,5 Least deprived,Unknown,1 Most deprived_total,2_total,3_total,4_total,5 Least deprived_total,Unknown_total -2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,140000,181601,244195,252385,252574,19957 -2020-12-08,42.0,84.0,105.0,154.0,133.0,14.0,140000,181601,244195,252385,252574,19957 -2020-12-09,273.0,322.0,406.0,455.0,462.0,35.0,140000,181601,244195,252385,252574,19957 -2020-12-10,511.0,623.0,777.0,924.0,945.0,63.0,140000,181601,244195,252385,252574,19957 -2020-12-11,735.0,875.0,1113.0,1372.0,1414.0,91.0,140000,181601,244195,252385,252574,19957 -2020-12-12,889.0,1050.0,1407.0,1722.0,1708.0,105.0,140000,181601,244195,252385,252574,19957 -2020-12-13,1022.0,1197.0,1673.0,2023.0,1995.0,119.0,140000,181601,244195,252385,252574,19957 -2020-12-14,1190.0,1491.0,2100.0,2499.0,2499.0,147.0,140000,181601,244195,252385,252574,19957 -2020-12-15,3717.0,4704.0,6769.0,7553.0,7427.0,532.0,140000,181601,244195,252385,252574,19957 -2020-12-16,7434.0,10136.0,14518.0,15932.0,16002.0,1120.0,140000,181601,244195,252385,252574,19957 -2020-12-17,11151.0,15190.0,21539.0,23114.0,23142.0,1701.0,140000,181601,244195,252385,252574,19957 -2020-12-18,13916.0,18655.0,26005.0,27594.0,27468.0,2156.0,140000,181601,244195,252385,252574,19957 -2020-12-19,17682.0,22981.0,31094.0,32858.0,32578.0,2877.0,140000,181601,244195,252385,252574,19957 -2020-12-20,20384.0,26803.0,35784.0,37506.0,37639.0,3402.0,140000,181601,244195,252385,252574,19957 -2020-12-21,21784.0,28588.0,38143.0,40950.0,41153.0,3605.0,140000,181601,244195,252385,252574,19957 -2020-12-22,25130.0,32081.0,42854.0,46858.0,47138.0,4060.0,140000,181601,244195,252385,252574,19957 -2020-12-23,27209.0,34573.0,46466.0,50988.0,51471.0,4466.0,140000,181601,244195,252385,252574,19957 -2020-12-24,27699.0,35028.0,47299.0,51856.0,52465.0,4557.0,140000,181601,244195,252385,252574,19957 -2020-12-25,27699.0,35028.0,47299.0,51856.0,52465.0,4557.0,140000,181601,244195,252385,252574,19957 -2020-12-26,27699.0,35028.0,47299.0,51856.0,52465.0,4557.0,140000,181601,244195,252385,252574,19957 -2020-12-27,27720.0,35056.0,47327.0,51891.0,52542.0,4557.0,140000,181601,244195,252385,252574,19957 -2020-12-28,27776.0,35133.0,47425.0,51975.0,52682.0,4564.0,140000,181601,244195,252385,252574,19957 -2020-12-29,28623.0,36708.0,48986.0,53732.0,54474.0,4753.0,140000,181601,244195,252385,252574,19957 -2020-12-30,30506.0,40215.0,52759.0,58506.0,59367.0,5236.0,140000,181601,244195,252385,252574,19957 -2020-12-31,31829.0,42455.0,55510.0,61957.0,63035.0,5642.0,140000,181601,244195,252385,252574,19957 -2021-01-01,31976.0,42742.0,56042.0,62643.0,63742.0,5824.0,140000,181601,244195,252385,252574,19957 -2021-01-02,32207.0,43064.0,56490.0,63105.0,64519.0,5887.0,140000,181601,244195,252385,252574,19957 -2021-01-03,32326.0,43204.0,56756.0,63406.0,65170.0,5908.0,140000,181601,244195,252385,252574,19957 -2021-01-04,32529.0,43449.0,57008.0,63651.0,65583.0,5915.0,140000,181601,244195,252385,252574,19957 -2021-01-05,32893.0,43939.0,57715.0,64295.0,66402.0,5943.0,140000,181601,244195,252385,252574,19957 -2021-01-06,33782.0,45185.0,59325.0,66031.0,68187.0,6090.0,140000,181601,244195,252385,252574,19957 -2021-01-07,37814.0,50855.0,66591.0,74081.0,76713.0,6580.0,140000,181601,244195,252385,252574,19957 -2021-01-08,42868.0,57386.0,75138.0,84238.0,86317.0,7308.0,140000,181601,244195,252385,252574,19957 -2021-01-09,47432.0,63007.0,83209.0,92652.0,95424.0,8099.0,140000,181601,244195,252385,252574,19957 -2021-01-10,49084.0,65513.0,86800.0,96299.0,100114.0,8603.0,140000,181601,244195,252385,252574,19957 -2021-01-11,49931.0,66619.0,88466.0,97993.0,102837.0,8659.0,140000,181601,244195,252385,252574,19957 -2021-01-12,52430.0,70119.0,93282.0,103943.0,110166.0,8960.0,140000,181601,244195,252385,252574,19957 -2021-01-13,57008.0,76419.0,102046.0,112546.0,118986.0,9555.0,140000,181601,244195,252385,252574,19957 -2021-01-14,61159.0,82600.0,110600.0,121800.0,128667.0,10045.0,140000,181601,244195,252385,252574,19957 -2021-01-15,66906.0,90377.0,121527.0,133105.0,140532.0,10955.0,140000,181601,244195,252385,252574,19957 -2021-01-16,73444.0,99344.0,134589.0,146804.0,154707.0,12194.0,140000,181601,244195,252385,252574,19957 -2021-01-17,76083.0,103075.0,140287.0,152705.0,160958.0,12621.0,140000,181601,244195,252385,252574,19957 -2021-01-18,77952.0,105000.0,143451.0,156023.0,164024.0,12859.0,140000,181601,244195,252385,252574,19957 -2021-01-19,82047.0,111447.0,152971.0,166026.0,174167.0,13433.0,140000,181601,244195,252385,252574,19957 -2021-01-20,86870.0,118391.0,162897.0,176386.0,185206.0,13944.0,140000,181601,244195,252385,252574,19957 -2021-01-21,91280.0,124537.0,171836.0,185605.0,193669.0,14560.0,140000,181601,244195,252385,252574,19957 -2021-01-22,96936.0,132881.0,183442.0,197421.0,205303.0,15148.0,140000,181601,244195,252385,252574,19957 -2021-01-23,101304.0,139468.0,194068.0,207221.0,214032.0,15834.0,140000,181601,244195,252385,252574,19957 -2021-01-24,102592.0,141365.0,197176.0,209769.0,216594.0,16051.0,140000,181601,244195,252385,252574,19957 -2021-01-25,104279.0,143451.0,200053.0,212408.0,218631.0,16240.0,140000,181601,244195,252385,252574,19957 -2021-01-26,106330.0,145922.0,203623.0,215712.0,221074.0,16415.0,140000,181601,244195,252385,252574,19957 -2021-01-27,108262.0,148050.0,206290.0,218274.0,222929.0,16590.0,140000,181601,244195,252385,252574,19957 -2021-01-28,110327.0,150668.0,209671.0,221718.0,225638.0,16786.0,140000,181601,244195,252385,252574,19957 -2021-01-29,112378.0,153335.0,213381.0,224945.0,228515.0,17185.0,140000,181601,244195,252385,252574,19957 -2021-01-30,113841.0,155414.0,215943.0,227101.0,230671.0,17465.0,140000,181601,244195,252385,252574,19957 -2021-01-31,114457.0,156275.0,216993.0,227941.0,231518.0,17584.0,140000,181601,244195,252385,252574,19957 -2021-02-01,115304.0,157374.0,218260.0,229068.0,232456.0,17654.0,140000,181601,244195,252385,252574,19957 -2021-02-02,116025.0,158326.0,219478.0,230335.0,233709.0,17717.0,140000,181601,244195,252385,252574,19957 -2021-02-03,117012.0,159418.0,220647.0,231581.0,234766.0,17801.0,140000,181601,244195,252385,252574,19957 -2021-02-04,118013.0,160419.0,221949.0,232729.0,235795.0,17885.0,140000,181601,244195,252385,252574,19957 -2021-02-05,118965.0,161371.0,223153.0,233912.0,236775.0,17955.0,140000,181601,244195,252385,252574,19957 -2021-02-06,119623.0,162099.0,224042.0,234661.0,237433.0,18004.0,140000,181601,244195,252385,252574,19957 -2021-02-07,119973.0,162407.0,224399.0,235011.0,237769.0,18032.0,140000,181601,244195,252385,252574,19957 -2021-02-08,120547.0,162974.0,225057.0,235669.0,238280.0,18081.0,140000,181601,244195,252385,252574,19957 -2021-02-09,121289.0,163632.0,225785.0,236397.0,238952.0,18123.0,140000,181601,244195,252385,252574,19957 -2021-02-10,122192.0,164521.0,226653.0,237272.0,239624.0,18179.0,140000,181601,244195,252385,252574,19957 -2021-02-11,123025.0,165291.0,227472.0,238063.0,240254.0,18249.0,140000,181601,244195,252385,252574,19957 -2021-02-12,123732.0,166040.0,228312.0,238819.0,240870.0,18312.0,140000,181601,244195,252385,252574,19957 -2021-02-13,124173.0,166502.0,228858.0,239274.0,241290.0,18361.0,140000,181601,244195,252385,252574,19957 -2021-02-14,124341.0,166684.0,229068.0,239400.0,241486.0,18375.0,140000,181601,244195,252385,252574,19957 -2021-02-15,124600.0,166992.0,229369.0,239645.0,241717.0,18389.0,140000,181601,244195,252385,252574,19957 -2021-02-16,124894.0,167251.0,229656.0,239862.0,241934.0,18410.0,140000,181601,244195,252385,252574,19957 -2021-02-17,125202.0,167531.0,229936.0,240135.0,242151.0,18424.0,140000,181601,244195,252385,252574,19957 -2021-02-18,125440.0,167797.0,230216.0,240373.0,242375.0,18445.0,140000,181601,244195,252385,252574,19957 -2021-02-19,125727.0,168035.0,230482.0,240541.0,242508.0,18466.0,140000,181601,244195,252385,252574,19957 -2021-02-20,125867.0,168168.0,230622.0,240639.0,242606.0,18494.0,140000,181601,244195,252385,252574,19957 -2021-02-21,125923.0,168231.0,230671.0,240667.0,242634.0,18501.0,140000,181601,244195,252385,252574,19957 -2021-02-22,126035.0,168329.0,230769.0,240758.0,242704.0,18522.0,140000,181601,244195,252385,252574,19957 -2021-02-23,126224.0,168525.0,230958.0,240919.0,242865.0,18543.0,140000,181601,244195,252385,252574,19957 -2021-02-24,126427.0,168742.0,231203.0,241087.0,243005.0,18550.0,140000,181601,244195,252385,252574,19957 -2021-02-25,126644.0,168959.0,231462.0,241318.0,243173.0,18571.0,140000,181601,244195,252385,252574,19957 -2021-02-26,126826.0,169190.0,231728.0,241500.0,243313.0,18599.0,140000,181601,244195,252385,252574,19957 -2021-02-27,126952.0,169288.0,231840.0,241612.0,243383.0,18606.0,140000,181601,244195,252385,252574,19957 -2021-02-28,127001.0,169330.0,231861.0,241633.0,243404.0,18606.0,140000,181601,244195,252385,252574,19957 -2021-03-01,127085.0,169428.0,231924.0,241689.0,243453.0,18613.0,140000,181601,244195,252385,252574,19957 -2021-03-02,127197.0,169533.0,232029.0,241808.0,243530.0,18620.0,140000,181601,244195,252385,252574,19957 -2021-03-03,127344.0,169659.0,232176.0,241913.0,243649.0,18634.0,140000,181601,244195,252385,252574,19957 -2021-03-04,127540.0,169813.0,232337.0,242018.0,243768.0,18648.0,140000,181601,244195,252385,252574,19957 -2021-03-05,127708.0,169967.0,232512.0,242151.0,243887.0,18655.0,140000,181601,244195,252385,252574,19957 -2021-03-06,127813.0,170058.0,232638.0,242228.0,243978.0,18669.0,140000,181601,244195,252385,252574,19957 -2021-03-07,127848.0,170086.0,232659.0,242242.0,243992.0,18676.0,140000,181601,244195,252385,252574,19957 -2021-03-08,127904.0,170135.0,232701.0,242298.0,244041.0,18676.0,140000,181601,244195,252385,252574,19957 -2021-03-09,128002.0,170212.0,232820.0,242368.0,244153.0,18690.0,140000,181601,244195,252385,252574,19957 -2021-03-10,128107.0,170310.0,232904.0,242459.0,244230.0,18697.0,140000,181601,244195,252385,252574,19957 -2021-03-11,128184.0,170394.0,232995.0,242543.0,244286.0,18711.0,140000,181601,244195,252385,252574,19957 -2021-03-12,128289.0,170485.0,233107.0,242613.0,244370.0,18725.0,140000,181601,244195,252385,252574,19957 -2021-03-13,128387.0,170548.0,233198.0,242662.0,244426.0,18732.0,140000,181601,244195,252385,252574,19957 -2021-03-14,128422.0,170569.0,233226.0,242683.0,244440.0,18732.0,140000,181601,244195,252385,252574,19957 -2021-03-15,128485.0,170625.0,233282.0,242739.0,244475.0,18739.0,140000,181601,244195,252385,252574,19957 -2021-03-16,128562.0,170688.0,233338.0,242802.0,244538.0,18739.0,140000,181601,244195,252385,252574,19957 -2021-03-17,128639.0,170765.0,233394.0,242851.0,244580.0,18746.0,140000,181601,244195,252385,252574,19957 -2021-03-18,128723.0,170828.0,233471.0,242949.0,244657.0,18760.0,140000,181601,244195,252385,252574,19957 -2021-03-19,128800.0,170912.0,233541.0,243012.0,244706.0,18760.0,140000,181601,244195,252385,252574,19957 -2021-03-20,128863.0,170954.0,233618.0,243075.0,244741.0,18767.0,140000,181601,244195,252385,252574,19957 -2021-03-21,128884.0,170982.0,233639.0,243089.0,244748.0,18767.0,140000,181601,244195,252385,252574,19957 -2021-03-22,128919.0,171024.0,233681.0,243124.0,244776.0,18767.0,140000,181601,244195,252385,252574,19957 -2021-03-23,128968.0,171073.0,233737.0,243173.0,244825.0,18774.0,140000,181601,244195,252385,252574,19957 -2021-03-24,129038.0,171136.0,233807.0,243222.0,244867.0,18781.0,140000,181601,244195,252385,252574,19957 -2021-03-25,129101.0,171213.0,233877.0,243292.0,244930.0,18788.0,140000,181601,244195,252385,252574,19957 -2021-03-26,129171.0,171276.0,233954.0,243355.0,244986.0,18788.0,140000,181601,244195,252385,252574,19957 -2021-03-27,129220.0,171325.0,234024.0,243432.0,245056.0,18795.0,140000,181601,244195,252385,252574,19957 -2021-03-28,129262.0,171353.0,234052.0,243446.0,245070.0,18802.0,140000,181601,244195,252385,252574,19957 -2021-03-29,129297.0,171395.0,234108.0,243481.0,245098.0,18809.0,140000,181601,244195,252385,252574,19957 -2021-03-30,129402.0,171451.0,234185.0,243523.0,245189.0,18816.0,140000,181601,244195,252385,252574,19957 -2021-03-31,129472.0,171514.0,234241.0,243579.0,245245.0,18823.0,140000,181601,244195,252385,252574,19957 -2021-04-01,129535.0,171612.0,234311.0,243635.0,245294.0,18830.0,140000,181601,244195,252385,252574,19957 -2021-04-02,129570.0,171661.0,234353.0,243656.0,245329.0,18837.0,140000,181601,244195,252385,252574,19957 -2021-04-03,129598.0,171710.0,234381.0,243677.0,245364.0,18837.0,140000,181601,244195,252385,252574,19957 -2021-04-04,129612.0,171717.0,234395.0,243677.0,245371.0,18837.0,140000,181601,244195,252385,252574,19957 -2021-04-05,129619.0,171724.0,234395.0,243684.0,245378.0,18837.0,140000,181601,244195,252385,252574,19957 -2021-04-06,129647.0,171745.0,234437.0,243698.0,245413.0,18844.0,140000,181601,244195,252385,252574,19957 -2021-04-07,129724.0,171850.0,234493.0,243761.0,245455.0,18851.0,140000,181601,244195,252385,252574,19957 -2021-04-08,129766.0,171906.0,234535.0,243810.0,245504.0,18858.0,140000,181601,244195,252385,252574,19957 -2021-04-09,129815.0,171969.0,234591.0,243845.0,245560.0,18865.0,140000,181601,244195,252385,252574,19957 -2021-04-10,129864.0,172004.0,234626.0,243880.0,245602.0,18879.0,140000,181601,244195,252385,252574,19957 -2021-04-11,129878.0,172018.0,234647.0,243901.0,245616.0,18879.0,140000,181601,244195,252385,252574,19957 -2021-04-12,129899.0,172053.0,234668.0,243922.0,245630.0,18886.0,140000,181601,244195,252385,252574,19957 -2021-04-13,129934.0,172067.0,234696.0,243957.0,245665.0,18886.0,140000,181601,244195,252385,252574,19957 -2021-04-14,129976.0,172095.0,234731.0,243985.0,245686.0,18886.0,140000,181601,244195,252385,252574,19957 -2021-04-15,130011.0,172144.0,234766.0,244020.0,245721.0,18893.0,140000,181601,244195,252385,252574,19957 -2021-04-16,130060.0,172221.0,234801.0,244048.0,245749.0,18893.0,140000,181601,244195,252385,252574,19957 -2021-04-17,130095.0,172284.0,234829.0,244076.0,245777.0,18900.0,140000,181601,244195,252385,252574,19957 -2021-04-18,130116.0,172319.0,234836.0,244090.0,245784.0,18900.0,140000,181601,244195,252385,252574,19957 -2021-04-19,130144.0,172333.0,234850.0,244111.0,245805.0,18907.0,140000,181601,244195,252385,252574,19957 -2021-04-20,130172.0,172368.0,234871.0,244132.0,245819.0,18907.0,140000,181601,244195,252385,252574,19957 -2021-04-21,130200.0,172403.0,234899.0,244153.0,245847.0,18914.0,140000,181601,244195,252385,252574,19957 -2021-04-22,130228.0,172431.0,234934.0,244174.0,245868.0,18914.0,140000,181601,244195,252385,252574,19957 -2021-04-23,130249.0,172452.0,234948.0,244195.0,245889.0,18914.0,140000,181601,244195,252385,252574,19957 -2021-04-24,130270.0,172466.0,234962.0,244216.0,245896.0,18921.0,140000,181601,244195,252385,252574,19957 -2021-04-25,130284.0,172473.0,234969.0,244223.0,245903.0,18921.0,140000,181601,244195,252385,252574,19957 -2021-04-26,130305.0,172487.0,234990.0,244244.0,245917.0,18928.0,140000,181601,244195,252385,252574,19957 -2021-04-27,130326.0,172508.0,235011.0,244265.0,245924.0,18928.0,140000,181601,244195,252385,252574,19957 -2021-04-28,130340.0,172522.0,235032.0,244279.0,245931.0,18928.0,140000,181601,244195,252385,252574,19957 -2021-04-29,130368.0,172550.0,235053.0,244300.0,245959.0,18935.0,140000,181601,244195,252385,252574,19957 -2021-04-30,130375.0,172557.0,235074.0,244321.0,245973.0,18935.0,140000,181601,244195,252385,252574,19957 -2021-05-01,130389.0,172571.0,235081.0,244328.0,245987.0,18935.0,140000,181601,244195,252385,252574,19957 -2021-05-02,130389.0,172578.0,235088.0,244335.0,245994.0,18935.0,140000,181601,244195,252385,252574,19957 -2021-05-03,130389.0,172578.0,235095.0,244342.0,245994.0,18935.0,140000,181601,244195,252385,252574,19957 -2021-05-04,130410.0,172592.0,235102.0,244349.0,246001.0,18935.0,140000,181601,244195,252385,252574,19957 -2021-05-05,130424.0,172606.0,235123.0,244363.0,246015.0,18942.0,140000,181601,244195,252385,252574,19957 -2021-05-06,130445.0,172627.0,235137.0,244384.0,246036.0,18942.0,140000,181601,244195,252385,252574,19957 -2021-05-07,130459.0,172634.0,235151.0,244391.0,246050.0,18942.0,140000,181601,244195,252385,252574,19957 -2021-05-08,130473.0,172648.0,235165.0,244398.0,246057.0,18942.0,140000,181601,244195,252385,252574,19957 -2021-05-09,130480.0,172648.0,235172.0,244405.0,246057.0,18942.0,140000,181601,244195,252385,252574,19957 -2021-05-10,130487.0,172662.0,235186.0,244412.0,246064.0,18942.0,140000,181601,244195,252385,252574,19957 -2021-05-11,130501.0,172676.0,235200.0,244419.0,246078.0,18949.0,140000,181601,244195,252385,252574,19957 -2021-05-12,130522.0,172697.0,235221.0,244433.0,246092.0,18949.0,140000,181601,244195,252385,252574,19957 -2021-05-13,130536.0,172711.0,235235.0,244447.0,246106.0,18949.0,140000,181601,244195,252385,252574,19957 -2021-05-14,130557.0,172725.0,235249.0,244454.0,246113.0,18956.0,140000,181601,244195,252385,252574,19957 -2021-05-15,130564.0,172739.0,235270.0,244468.0,246120.0,18956.0,140000,181601,244195,252385,252574,19957 -2021-05-16,130571.0,172746.0,235277.0,244468.0,246120.0,18956.0,140000,181601,244195,252385,252574,19957 -2021-05-17,130585.0,172753.0,235284.0,244475.0,246127.0,18956.0,140000,181601,244195,252385,252574,19957 -2021-05-18,130606.0,172767.0,235298.0,244482.0,246134.0,18956.0,140000,181601,244195,252385,252574,19957 -2021-05-19,130634.0,172781.0,235319.0,244489.0,246148.0,18956.0,140000,181601,244195,252385,252574,19957 -2021-05-20,130662.0,172809.0,235333.0,244503.0,246162.0,18956.0,140000,181601,244195,252385,252574,19957 -2021-05-21,130683.0,172823.0,235354.0,244517.0,246169.0,18956.0,140000,181601,244195,252385,252574,19957 -2021-05-22,130697.0,172830.0,235361.0,244531.0,246176.0,18963.0,140000,181601,244195,252385,252574,19957 -2021-05-23,130704.0,172837.0,235361.0,244538.0,246176.0,18963.0,140000,181601,244195,252385,252574,19957 -2021-05-24,130711.0,172844.0,235368.0,244545.0,246183.0,18963.0,140000,181601,244195,252385,252574,19957 -2021-05-25,130725.0,172851.0,235382.0,244559.0,246190.0,18963.0,140000,181601,244195,252385,252574,19957 -2021-05-26,130746.0,172872.0,235396.0,244573.0,246197.0,18970.0,140000,181601,244195,252385,252574,19957 -2021-05-27,130760.0,172886.0,235424.0,244587.0,246211.0,18970.0,140000,181601,244195,252385,252574,19957 -2021-05-28,130774.0,172907.0,235438.0,244594.0,246218.0,18970.0,140000,181601,244195,252385,252574,19957 -2021-05-29,130781.0,172914.0,235445.0,244601.0,246225.0,18970.0,140000,181601,244195,252385,252574,19957 -2021-05-30,130788.0,172914.0,235452.0,244601.0,246232.0,18970.0,140000,181601,244195,252385,252574,19957 -2021-05-31,130795.0,172921.0,235452.0,244608.0,246232.0,18970.0,140000,181601,244195,252385,252574,19957 -2021-06-01,130802.0,172921.0,235452.0,244608.0,246232.0,18970.0,140000,181601,244195,252385,252574,19957 -2021-06-02,130816.0,172928.0,235466.0,244622.0,246239.0,18970.0,140000,181601,244195,252385,252574,19957 -2021-06-03,130830.0,172942.0,235480.0,244629.0,246253.0,18970.0,140000,181601,244195,252385,252574,19957 -2021-06-04,130837.0,172949.0,235480.0,244636.0,246260.0,18977.0,140000,181601,244195,252385,252574,19957 -2021-06-05,130844.0,172949.0,235501.0,244643.0,246267.0,18977.0,140000,181601,244195,252385,252574,19957 -2021-06-06,130851.0,172956.0,235501.0,244650.0,246267.0,18977.0,140000,181601,244195,252385,252574,19957 -2021-06-07,130851.0,172963.0,235508.0,244650.0,246267.0,18977.0,140000,181601,244195,252385,252574,19957 -2021-06-08,130865.0,172970.0,235515.0,244657.0,246267.0,18977.0,140000,181601,244195,252385,252574,19957 -2021-06-09,130879.0,172977.0,235529.0,244664.0,246274.0,18977.0,140000,181601,244195,252385,252574,19957 -2021-06-10,130893.0,172998.0,235536.0,244678.0,246281.0,18984.0,140000,181601,244195,252385,252574,19957 -2021-06-11,130907.0,173012.0,235543.0,244685.0,246281.0,18984.0,140000,181601,244195,252385,252574,19957 -2021-06-12,130921.0,173019.0,235557.0,244692.0,246288.0,18984.0,140000,181601,244195,252385,252574,19957 -2021-06-13,130928.0,173019.0,235557.0,244692.0,246288.0,18984.0,140000,181601,244195,252385,252574,19957 -2021-06-14,130942.0,173026.0,235564.0,244699.0,246295.0,18984.0,140000,181601,244195,252385,252574,19957 -2021-06-15,130956.0,173033.0,235578.0,244706.0,246295.0,18984.0,140000,181601,244195,252385,252574,19957 -2021-06-16,130963.0,173054.0,235585.0,244713.0,246302.0,18984.0,140000,181601,244195,252385,252574,19957 -2021-06-17,130977.0,173061.0,235592.0,244720.0,246309.0,18984.0,140000,181601,244195,252385,252574,19957 -2021-06-18,130991.0,173068.0,235599.0,244734.0,246316.0,18991.0,140000,181601,244195,252385,252574,19957 -2021-06-19,131005.0,173075.0,235613.0,244734.0,246323.0,18991.0,140000,181601,244195,252385,252574,19957 -2021-06-20,131012.0,173082.0,235620.0,244734.0,246323.0,18991.0,140000,181601,244195,252385,252574,19957 -2021-06-21,131012.0,173082.0,235627.0,244734.0,246323.0,18991.0,140000,181601,244195,252385,252574,19957 -2021-06-22,131019.0,173089.0,235627.0,244741.0,246330.0,18991.0,140000,181601,244195,252385,252574,19957 -2021-06-23,131026.0,173103.0,235634.0,244748.0,246337.0,18991.0,140000,181601,244195,252385,252574,19957 -2021-06-24,131040.0,173110.0,235641.0,244755.0,246344.0,18991.0,140000,181601,244195,252385,252574,19957 -2021-06-25,131047.0,173117.0,235655.0,244762.0,246351.0,18991.0,140000,181601,244195,252385,252574,19957 -2021-06-26,131061.0,173131.0,235662.0,244762.0,246358.0,18998.0,140000,181601,244195,252385,252574,19957 -2021-06-27,131068.0,173131.0,235669.0,244769.0,246358.0,18998.0,140000,181601,244195,252385,252574,19957 -2021-06-28,131075.0,173138.0,235669.0,244776.0,246358.0,18998.0,140000,181601,244195,252385,252574,19957 -2021-06-29,131082.0,173145.0,235676.0,244783.0,246365.0,18998.0,140000,181601,244195,252385,252574,19957 -2021-06-30,131089.0,173159.0,235676.0,244790.0,246365.0,18998.0,140000,181601,244195,252385,252574,19957 -2021-07-01,131089.0,173166.0,235690.0,244797.0,246365.0,18998.0,140000,181601,244195,252385,252574,19957 -2021-07-02,131096.0,173173.0,235690.0,244804.0,246372.0,18998.0,140000,181601,244195,252385,252574,19957 -2021-07-03,131103.0,173180.0,235697.0,244804.0,246372.0,18998.0,140000,181601,244195,252385,252574,19957 -2021-07-04,131103.0,173180.0,235697.0,244811.0,246372.0,18998.0,140000,181601,244195,252385,252574,19957 -2021-07-05,131110.0,173187.0,235704.0,244811.0,246372.0,18998.0,140000,181601,244195,252385,252574,19957 -2021-07-06,131110.0,173194.0,235704.0,244818.0,246372.0,18998.0,140000,181601,244195,252385,252574,19957 -2021-07-07,131117.0,173201.0,235711.0,244825.0,246372.0,18998.0,140000,181601,244195,252385,252574,19957 -2021-07-08,131124.0,173208.0,235718.0,244832.0,246379.0,19005.0,140000,181601,244195,252385,252574,19957 -2021-07-09,131131.0,173215.0,235725.0,244839.0,246386.0,19005.0,140000,181601,244195,252385,252574,19957 -2021-07-10,131138.0,173222.0,235725.0,244846.0,246386.0,19005.0,140000,181601,244195,252385,252574,19957 -2021-07-11,131138.0,173222.0,235732.0,244846.0,246386.0,19005.0,140000,181601,244195,252385,252574,19957 -2021-07-12,131145.0,173222.0,235732.0,244853.0,246393.0,19005.0,140000,181601,244195,252385,252574,19957 -2021-07-13,131145.0,173229.0,235739.0,244853.0,246393.0,19005.0,140000,181601,244195,252385,252574,19957 -2021-07-14,131152.0,173236.0,235746.0,244860.0,246393.0,19012.0,140000,181601,244195,252385,252574,19957 -2021-07-15,131159.0,173250.0,235746.0,244860.0,246400.0,19012.0,140000,181601,244195,252385,252574,19957 -2021-07-16,131166.0,173257.0,235753.0,244867.0,246407.0,19012.0,140000,181601,244195,252385,252574,19957 -2021-07-17,131173.0,173264.0,235753.0,244874.0,246414.0,19012.0,140000,181601,244195,252385,252574,19957 -2021-07-18,131173.0,173264.0,235753.0,244874.0,246414.0,19012.0,140000,181601,244195,252385,252574,19957 -2021-07-19,131180.0,173271.0,235760.0,244881.0,246414.0,19012.0,140000,181601,244195,252385,252574,19957 -2021-07-20,131180.0,173271.0,235760.0,244881.0,246421.0,19012.0,140000,181601,244195,252385,252574,19957 -2021-07-21,131187.0,173278.0,235767.0,244895.0,246421.0,19012.0,140000,181601,244195,252385,252574,19957 -2021-07-22,131194.0,173285.0,235767.0,244895.0,246421.0,19012.0,140000,181601,244195,252385,252574,19957 -2021-07-23,131201.0,173292.0,235774.0,244902.0,246428.0,19012.0,140000,181601,244195,252385,252574,19957 -2021-07-24,131201.0,173292.0,235774.0,244902.0,246428.0,19012.0,140000,181601,244195,252385,252574,19957 -2021-07-25,131201.0,173292.0,235774.0,244902.0,246428.0,19012.0,140000,181601,244195,252385,252574,19957 -2021-07-26,131201.0,173292.0,235781.0,244902.0,246428.0,19012.0,140000,181601,244195,252385,252574,19957 -2021-07-27,131208.0,173292.0,235788.0,244909.0,246435.0,19012.0,140000,181601,244195,252385,252574,19957 -2021-07-28,131215.0,173299.0,235788.0,244909.0,246442.0,19019.0,140000,181601,244195,252385,252574,19957 -2021-07-29,131215.0,173299.0,235788.0,244916.0,246442.0,19019.0,140000,181601,244195,252385,252574,19957 -2021-07-30,131222.0,173306.0,235795.0,244916.0,246442.0,19019.0,140000,181601,244195,252385,252574,19957 -2021-07-31,131229.0,173306.0,235795.0,244923.0,246449.0,19019.0,140000,181601,244195,252385,252574,19957 -2021-08-01,131229.0,173313.0,235795.0,244923.0,246449.0,19019.0,140000,181601,244195,252385,252574,19957 -2021-08-02,131229.0,173313.0,235802.0,244930.0,246449.0,19019.0,140000,181601,244195,252385,252574,19957 -2021-08-03,131236.0,173320.0,235809.0,244930.0,246449.0,19019.0,140000,181601,244195,252385,252574,19957 -2021-08-04,131250.0,173320.0,235809.0,244937.0,246449.0,19019.0,140000,181601,244195,252385,252574,19957 -2021-08-05,131257.0,173327.0,235816.0,244937.0,246456.0,19019.0,140000,181601,244195,252385,252574,19957 -2021-08-06,131257.0,173327.0,235823.0,244944.0,246456.0,19019.0,140000,181601,244195,252385,252574,19957 -2021-08-07,131264.0,173334.0,235823.0,244951.0,246463.0,19019.0,140000,181601,244195,252385,252574,19957 -2021-08-08,131264.0,173334.0,235823.0,244951.0,246463.0,19019.0,140000,181601,244195,252385,252574,19957 -2021-08-09,131271.0,173334.0,235830.0,244951.0,246463.0,19026.0,140000,181601,244195,252385,252574,19957 -2021-08-10,131271.0,173334.0,235837.0,244951.0,246470.0,19026.0,140000,181601,244195,252385,252574,19957 -2021-08-11,131278.0,173341.0,235837.0,244951.0,246470.0,19026.0,140000,181601,244195,252385,252574,19957 -2021-08-12,131278.0,173348.0,235844.0,244958.0,246470.0,19026.0,140000,181601,244195,252385,252574,19957 -2021-08-13,131285.0,173348.0,235851.0,244958.0,246470.0,19026.0,140000,181601,244195,252385,252574,19957 -2021-08-14,131292.0,173348.0,235851.0,244958.0,246477.0,19026.0,140000,181601,244195,252385,252574,19957 -2021-08-15,131292.0,173355.0,235851.0,244958.0,246477.0,19026.0,140000,181601,244195,252385,252574,19957 -2021-08-16,131292.0,173355.0,235851.0,244965.0,246477.0,19026.0,140000,181601,244195,252385,252574,19957 -2021-08-17,131292.0,173355.0,235851.0,244965.0,246477.0,19026.0,140000,181601,244195,252385,252574,19957 -2021-08-18,131299.0,173355.0,235858.0,244965.0,246477.0,19026.0,140000,181601,244195,252385,252574,19957 -2021-08-19,131299.0,173355.0,235858.0,244965.0,246477.0,19026.0,140000,181601,244195,252385,252574,19957 +2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,139412,181006,243621,251671,251762,19957 +2020-12-08,42.0,84.0,98.0,154.0,133.0,14.0,139412,181006,243621,251671,251762,19957 +2020-12-09,273.0,322.0,413.0,455.0,455.0,35.0,139412,181006,243621,251671,251762,19957 +2020-12-10,511.0,623.0,770.0,924.0,938.0,63.0,139412,181006,243621,251671,251762,19957 +2020-12-11,735.0,875.0,1106.0,1365.0,1414.0,91.0,139412,181006,243621,251671,251762,19957 +2020-12-12,889.0,1050.0,1400.0,1715.0,1701.0,105.0,139412,181006,243621,251671,251762,19957 +2020-12-13,1015.0,1197.0,1666.0,2009.0,1988.0,119.0,139412,181006,243621,251671,251762,19957 +2020-12-14,1183.0,1491.0,2093.0,2492.0,2492.0,147.0,139412,181006,243621,251671,251762,19957 +2020-12-15,3696.0,4711.0,6755.0,7532.0,7406.0,532.0,139412,181006,243621,251671,251762,19957 +2020-12-16,7399.0,10122.0,14469.0,15890.0,15967.0,1120.0,139412,181006,243621,251671,251762,19957 +2020-12-17,11109.0,15155.0,21476.0,23058.0,23086.0,1708.0,139412,181006,243621,251671,251762,19957 +2020-12-18,13860.0,18606.0,25942.0,27531.0,27405.0,2163.0,139412,181006,243621,251671,251762,19957 +2020-12-19,17612.0,22918.0,31010.0,32781.0,32501.0,2877.0,139412,181006,243621,251671,251762,19957 +2020-12-20,20300.0,26726.0,35686.0,37415.0,37555.0,3395.0,139412,181006,243621,251671,251762,19957 +2020-12-21,21707.0,28518.0,38038.0,40845.0,41055.0,3598.0,139412,181006,243621,251671,251762,19957 +2020-12-22,25039.0,32011.0,42749.0,46746.0,47026.0,4053.0,139412,181006,243621,251671,251762,19957 +2020-12-23,27111.0,34496.0,46375.0,50876.0,51352.0,4459.0,139412,181006,243621,251671,251762,19957 +2020-12-24,27601.0,34944.0,47201.0,51744.0,52339.0,4550.0,139412,181006,243621,251671,251762,19957 +2020-12-25,27601.0,34944.0,47201.0,51744.0,52339.0,4550.0,139412,181006,243621,251671,251762,19957 +2020-12-26,27601.0,34944.0,47201.0,51744.0,52346.0,4550.0,139412,181006,243621,251671,251762,19957 +2020-12-27,27622.0,34972.0,47229.0,51772.0,52416.0,4557.0,139412,181006,243621,251671,251762,19957 +2020-12-28,27678.0,35056.0,47327.0,51863.0,52556.0,4557.0,139412,181006,243621,251671,251762,19957 +2020-12-29,28525.0,36624.0,48881.0,53613.0,54341.0,4746.0,139412,181006,243621,251671,251762,19957 +2020-12-30,30401.0,40117.0,52640.0,58366.0,59220.0,5229.0,139412,181006,243621,251671,251762,19957 +2020-12-31,31710.0,42350.0,55377.0,61810.0,62874.0,5635.0,139412,181006,243621,251671,251762,19957 +2021-01-01,31857.0,42637.0,55902.0,62489.0,63581.0,5810.0,139412,181006,243621,251671,251762,19957 +2021-01-02,32081.0,42959.0,56357.0,62951.0,64358.0,5873.0,139412,181006,243621,251671,251762,19957 +2021-01-03,32200.0,43099.0,56616.0,63245.0,65009.0,5887.0,139412,181006,243621,251671,251762,19957 +2021-01-04,32403.0,43344.0,56875.0,63490.0,65422.0,5894.0,139412,181006,243621,251671,251762,19957 +2021-01-05,32760.0,43827.0,57575.0,64134.0,66234.0,5929.0,139412,181006,243621,251671,251762,19957 +2021-01-06,33649.0,45066.0,59185.0,65863.0,68012.0,6076.0,139412,181006,243621,251671,251762,19957 +2021-01-07,37660.0,50757.0,66479.0,73934.0,76510.0,6566.0,139412,181006,243621,251671,251762,19957 +2021-01-08,42700.0,57260.0,74998.0,84049.0,86107.0,7287.0,139412,181006,243621,251671,251762,19957 +2021-01-09,47257.0,62895.0,83055.0,92456.0,95193.0,8078.0,139412,181006,243621,251671,251762,19957 +2021-01-10,48902.0,65394.0,86653.0,96096.0,99876.0,8582.0,139412,181006,243621,251671,251762,19957 +2021-01-11,49742.0,66493.0,88305.0,97790.0,102585.0,8631.0,139412,181006,243621,251671,251762,19957 +2021-01-12,52234.0,69986.0,93107.0,103712.0,109900.0,8932.0,139412,181006,243621,251671,251762,19957 +2021-01-13,56798.0,76258.0,101857.0,112294.0,118706.0,9534.0,139412,181006,243621,251671,251762,19957 +2021-01-14,60942.0,82411.0,110404.0,121520.0,128338.0,10024.0,139412,181006,243621,251671,251762,19957 +2021-01-15,66661.0,90153.0,121296.0,132769.0,140161.0,10934.0,139412,181006,243621,251671,251762,19957 +2021-01-16,73178.0,99099.0,134330.0,146440.0,154294.0,12166.0,139412,181006,243621,251671,251762,19957 +2021-01-17,75803.0,102823.0,140014.0,152306.0,160524.0,12600.0,139412,181006,243621,251671,251762,19957 +2021-01-18,77672.0,104734.0,143164.0,155617.0,163576.0,12831.0,139412,181006,243621,251671,251762,19957 +2021-01-19,81739.0,111167.0,152635.0,165599.0,173691.0,13412.0,139412,181006,243621,251671,251762,19957 +2021-01-20,86541.0,118097.0,162547.0,175931.0,184695.0,13923.0,139412,181006,243621,251671,251762,19957 +2021-01-21,90930.0,124222.0,171458.0,185129.0,193130.0,14539.0,139412,181006,243621,251671,251762,19957 +2021-01-22,96558.0,132510.0,183043.0,196910.0,204722.0,15120.0,139412,181006,243621,251671,251762,19957 +2021-01-23,100912.0,139076.0,193655.0,206703.0,213430.0,15813.0,139412,181006,243621,251671,251762,19957 +2021-01-24,102193.0,140959.0,196756.0,209244.0,215985.0,16030.0,139412,181006,243621,251671,251762,19957 +2021-01-25,103873.0,143038.0,199633.0,211876.0,218022.0,16212.0,139412,181006,243621,251671,251762,19957 +2021-01-26,105910.0,145495.0,203196.0,215180.0,220437.0,16394.0,139412,181006,243621,251671,251762,19957 +2021-01-27,107842.0,147616.0,205849.0,217728.0,222285.0,16569.0,139412,181006,243621,251671,251762,19957 +2021-01-28,109893.0,150220.0,209209.0,221158.0,224980.0,16765.0,139412,181006,243621,251671,251762,19957 +2021-01-29,111937.0,152866.0,212898.0,224364.0,227850.0,17157.0,139412,181006,243621,251671,251762,19957 +2021-01-30,113393.0,154945.0,215453.0,226513.0,230006.0,17444.0,139412,181006,243621,251671,251762,19957 +2021-01-31,114009.0,155799.0,216496.0,227346.0,230846.0,17556.0,139412,181006,243621,251671,251762,19957 +2021-02-01,114856.0,156884.0,217756.0,228466.0,231770.0,17633.0,139412,181006,243621,251671,251762,19957 +2021-02-02,115570.0,157829.0,218967.0,229726.0,233023.0,17696.0,139412,181006,243621,251671,251762,19957 +2021-02-03,116557.0,158914.0,220129.0,230958.0,234066.0,17780.0,139412,181006,243621,251671,251762,19957 +2021-02-04,117537.0,159915.0,221424.0,232099.0,235081.0,17864.0,139412,181006,243621,251671,251762,19957 +2021-02-05,118482.0,160853.0,222621.0,233289.0,236047.0,17934.0,139412,181006,243621,251671,251762,19957 +2021-02-06,119126.0,161574.0,223517.0,234031.0,236705.0,17983.0,139412,181006,243621,251671,251762,19957 +2021-02-07,119469.0,161889.0,223867.0,234374.0,237034.0,18004.0,139412,181006,243621,251671,251762,19957 +2021-02-08,120043.0,162449.0,224525.0,235032.0,237538.0,18060.0,139412,181006,243621,251671,251762,19957 +2021-02-09,120785.0,163100.0,225239.0,235760.0,238203.0,18102.0,139412,181006,243621,251671,251762,19957 +2021-02-10,121681.0,163975.0,226100.0,236628.0,238868.0,18158.0,139412,181006,243621,251671,251762,19957 +2021-02-11,122500.0,164738.0,226905.0,237405.0,239498.0,18235.0,139412,181006,243621,251671,251762,19957 +2021-02-12,123200.0,165487.0,227738.0,238154.0,240114.0,18291.0,139412,181006,243621,251671,251762,19957 +2021-02-13,123634.0,165949.0,228284.0,238609.0,240527.0,18340.0,139412,181006,243621,251671,251762,19957 +2021-02-14,123802.0,166124.0,228487.0,238735.0,240723.0,18354.0,139412,181006,243621,251671,251762,19957 +2021-02-15,124054.0,166425.0,228795.0,238980.0,240947.0,18368.0,139412,181006,243621,251671,251762,19957 +2021-02-16,124348.0,166684.0,229075.0,239190.0,241157.0,18389.0,139412,181006,243621,251671,251762,19957 +2021-02-17,124656.0,166964.0,229355.0,239463.0,241381.0,18403.0,139412,181006,243621,251671,251762,19957 +2021-02-18,124887.0,167237.0,229635.0,239694.0,241598.0,18424.0,139412,181006,243621,251671,251762,19957 +2021-02-19,125174.0,167468.0,229894.0,239869.0,241731.0,18445.0,139412,181006,243621,251671,251762,19957 +2021-02-20,125314.0,167608.0,230034.0,239967.0,241822.0,18473.0,139412,181006,243621,251671,251762,19957 +2021-02-21,125370.0,167664.0,230083.0,239995.0,241857.0,18480.0,139412,181006,243621,251671,251762,19957 +2021-02-22,125482.0,167762.0,230181.0,240079.0,241927.0,18501.0,139412,181006,243621,251671,251762,19957 +2021-02-23,125664.0,167965.0,230370.0,240240.0,242081.0,18522.0,139412,181006,243621,251671,251762,19957 +2021-02-24,125867.0,168182.0,230622.0,240408.0,242221.0,18529.0,139412,181006,243621,251671,251762,19957 +2021-02-25,126084.0,168392.0,230874.0,240632.0,242382.0,18550.0,139412,181006,243621,251671,251762,19957 +2021-02-26,126266.0,168623.0,231133.0,240814.0,242522.0,18578.0,139412,181006,243621,251671,251762,19957 +2021-02-27,126392.0,168721.0,231245.0,240926.0,242592.0,18585.0,139412,181006,243621,251671,251762,19957 +2021-02-28,126441.0,168756.0,231273.0,240947.0,242613.0,18585.0,139412,181006,243621,251671,251762,19957 +2021-03-01,126525.0,168854.0,231336.0,240996.0,242662.0,18592.0,139412,181006,243621,251671,251762,19957 +2021-03-02,126630.0,168959.0,231434.0,241122.0,242732.0,18599.0,139412,181006,243621,251671,251762,19957 +2021-03-03,126777.0,169085.0,231581.0,241220.0,242858.0,18613.0,139412,181006,243621,251671,251762,19957 +2021-03-04,126973.0,169239.0,231742.0,241325.0,242977.0,18627.0,139412,181006,243621,251671,251762,19957 +2021-03-05,127141.0,169400.0,231917.0,241458.0,243096.0,18641.0,139412,181006,243621,251671,251762,19957 +2021-03-06,127253.0,169484.0,232036.0,241535.0,243180.0,18648.0,139412,181006,243621,251671,251762,19957 +2021-03-07,127281.0,169512.0,232057.0,241549.0,243194.0,18655.0,139412,181006,243621,251671,251762,19957 +2021-03-08,127337.0,169561.0,232099.0,241605.0,243243.0,18655.0,139412,181006,243621,251671,251762,19957 +2021-03-09,127428.0,169638.0,232218.0,241675.0,243355.0,18669.0,139412,181006,243621,251671,251762,19957 +2021-03-10,127533.0,169743.0,232302.0,241766.0,243425.0,18676.0,139412,181006,243621,251671,251762,19957 +2021-03-11,127610.0,169820.0,232400.0,241850.0,243481.0,18690.0,139412,181006,243621,251671,251762,19957 +2021-03-12,127722.0,169911.0,232505.0,241920.0,243565.0,18704.0,139412,181006,243621,251671,251762,19957 +2021-03-13,127813.0,169967.0,232596.0,241969.0,243621.0,18711.0,139412,181006,243621,251671,251762,19957 +2021-03-14,127848.0,169995.0,232624.0,241990.0,243635.0,18711.0,139412,181006,243621,251671,251762,19957 +2021-03-15,127911.0,170051.0,232680.0,242046.0,243670.0,18718.0,139412,181006,243621,251671,251762,19957 +2021-03-16,127988.0,170114.0,232736.0,242109.0,243733.0,18718.0,139412,181006,243621,251671,251762,19957 +2021-03-17,128065.0,170184.0,232792.0,242158.0,243775.0,18725.0,139412,181006,243621,251671,251762,19957 +2021-03-18,128142.0,170254.0,232869.0,242249.0,243845.0,18739.0,139412,181006,243621,251671,251762,19957 +2021-03-19,128226.0,170331.0,232946.0,242312.0,243894.0,18739.0,139412,181006,243621,251671,251762,19957 +2021-03-20,128289.0,170366.0,233016.0,242375.0,243929.0,18746.0,139412,181006,243621,251671,251762,19957 +2021-03-21,128303.0,170401.0,233044.0,242389.0,243943.0,18746.0,139412,181006,243621,251671,251762,19957 +2021-03-22,128345.0,170443.0,233079.0,242424.0,243971.0,18753.0,139412,181006,243621,251671,251762,19957 +2021-03-23,128387.0,170492.0,233135.0,242473.0,244013.0,18753.0,139412,181006,243621,251671,251762,19957 +2021-03-24,128450.0,170555.0,233205.0,242522.0,244062.0,18760.0,139412,181006,243621,251671,251762,19957 +2021-03-25,128513.0,170632.0,233275.0,242592.0,244118.0,18767.0,139412,181006,243621,251671,251762,19957 +2021-03-26,128590.0,170695.0,233345.0,242655.0,244174.0,18774.0,139412,181006,243621,251671,251762,19957 +2021-03-27,128639.0,170744.0,233422.0,242725.0,244244.0,18781.0,139412,181006,243621,251671,251762,19957 +2021-03-28,128674.0,170765.0,233443.0,242746.0,244258.0,18788.0,139412,181006,243621,251671,251762,19957 +2021-03-29,128716.0,170807.0,233499.0,242774.0,244286.0,18788.0,139412,181006,243621,251671,251762,19957 +2021-03-30,128821.0,170870.0,233576.0,242823.0,244377.0,18795.0,139412,181006,243621,251671,251762,19957 +2021-03-31,128884.0,170926.0,233632.0,242872.0,244433.0,18802.0,139412,181006,243621,251671,251762,19957 +2021-04-01,128947.0,171024.0,233702.0,242921.0,244482.0,18809.0,139412,181006,243621,251671,251762,19957 +2021-04-02,128982.0,171073.0,233744.0,242949.0,244517.0,18816.0,139412,181006,243621,251671,251762,19957 +2021-04-03,129017.0,171122.0,233772.0,242963.0,244545.0,18816.0,139412,181006,243621,251671,251762,19957 +2021-04-04,129024.0,171129.0,233786.0,242970.0,244559.0,18823.0,139412,181006,243621,251671,251762,19957 +2021-04-05,129031.0,171136.0,233786.0,242977.0,244559.0,18823.0,139412,181006,243621,251671,251762,19957 +2021-04-06,129066.0,171157.0,233828.0,242991.0,244594.0,18830.0,139412,181006,243621,251671,251762,19957 +2021-04-07,129136.0,171262.0,233877.0,243047.0,244643.0,18837.0,139412,181006,243621,251671,251762,19957 +2021-04-08,129178.0,171318.0,233926.0,243103.0,244685.0,18844.0,139412,181006,243621,251671,251762,19957 +2021-04-09,129227.0,171381.0,233982.0,243138.0,244741.0,18851.0,139412,181006,243621,251671,251762,19957 +2021-04-10,129276.0,171416.0,234017.0,243173.0,244783.0,18858.0,139412,181006,243621,251671,251762,19957 +2021-04-11,129290.0,171430.0,234031.0,243187.0,244797.0,18858.0,139412,181006,243621,251671,251762,19957 +2021-04-12,129311.0,171465.0,234059.0,243208.0,244811.0,18865.0,139412,181006,243621,251671,251762,19957 +2021-04-13,129346.0,171479.0,234087.0,243243.0,244846.0,18865.0,139412,181006,243621,251671,251762,19957 +2021-04-14,129388.0,171507.0,234122.0,243271.0,244867.0,18872.0,139412,181006,243621,251671,251762,19957 +2021-04-15,129423.0,171556.0,234157.0,243306.0,244895.0,18872.0,139412,181006,243621,251671,251762,19957 +2021-04-16,129472.0,171633.0,234185.0,243334.0,244930.0,18872.0,139412,181006,243621,251671,251762,19957 +2021-04-17,129507.0,171689.0,234213.0,243369.0,244958.0,18879.0,139412,181006,243621,251671,251762,19957 +2021-04-18,129528.0,171731.0,234220.0,243376.0,244965.0,18886.0,139412,181006,243621,251671,251762,19957 +2021-04-19,129556.0,171745.0,234241.0,243397.0,244979.0,18886.0,139412,181006,243621,251671,251762,19957 +2021-04-20,129584.0,171773.0,234255.0,243418.0,245000.0,18886.0,139412,181006,243621,251671,251762,19957 +2021-04-21,129612.0,171808.0,234283.0,243439.0,245021.0,18893.0,139412,181006,243621,251671,251762,19957 +2021-04-22,129640.0,171836.0,234318.0,243467.0,245042.0,18893.0,139412,181006,243621,251671,251762,19957 +2021-04-23,129661.0,171857.0,234332.0,243481.0,245063.0,18900.0,139412,181006,243621,251671,251762,19957 +2021-04-24,129682.0,171871.0,234353.0,243502.0,245077.0,18900.0,139412,181006,243621,251671,251762,19957 +2021-04-25,129696.0,171878.0,234360.0,243509.0,245084.0,18900.0,139412,181006,243621,251671,251762,19957 +2021-04-26,129717.0,171892.0,234374.0,243530.0,245091.0,18907.0,139412,181006,243621,251671,251762,19957 +2021-04-27,129738.0,171913.0,234395.0,243551.0,245098.0,18907.0,139412,181006,243621,251671,251762,19957 +2021-04-28,129752.0,171927.0,234416.0,243565.0,245112.0,18914.0,139412,181006,243621,251671,251762,19957 +2021-04-29,129780.0,171955.0,234437.0,243586.0,245133.0,18914.0,139412,181006,243621,251671,251762,19957 +2021-04-30,129787.0,171962.0,234458.0,243607.0,245154.0,18914.0,139412,181006,243621,251671,251762,19957 +2021-05-01,129794.0,171976.0,234472.0,243614.0,245168.0,18914.0,139412,181006,243621,251671,251762,19957 +2021-05-02,129801.0,171983.0,234479.0,243614.0,245168.0,18914.0,139412,181006,243621,251671,251762,19957 +2021-05-03,129801.0,171983.0,234479.0,243621.0,245168.0,18914.0,139412,181006,243621,251671,251762,19957 +2021-05-04,129822.0,171997.0,234486.0,243635.0,245175.0,18914.0,139412,181006,243621,251671,251762,19957 +2021-05-05,129836.0,172011.0,234507.0,243642.0,245196.0,18921.0,139412,181006,243621,251671,251762,19957 +2021-05-06,129857.0,172032.0,234521.0,243663.0,245210.0,18921.0,139412,181006,243621,251671,251762,19957 +2021-05-07,129871.0,172046.0,234542.0,243677.0,245224.0,18921.0,139412,181006,243621,251671,251762,19957 +2021-05-08,129885.0,172053.0,234556.0,243684.0,245231.0,18921.0,139412,181006,243621,251671,251762,19957 +2021-05-09,129892.0,172060.0,234556.0,243691.0,245231.0,18921.0,139412,181006,243621,251671,251762,19957 +2021-05-10,129899.0,172074.0,234570.0,243698.0,245238.0,18928.0,139412,181006,243621,251671,251762,19957 +2021-05-11,129913.0,172081.0,234584.0,243698.0,245252.0,18928.0,139412,181006,243621,251671,251762,19957 +2021-05-12,129934.0,172109.0,234605.0,243712.0,245273.0,18928.0,139412,181006,243621,251671,251762,19957 +2021-05-13,129948.0,172116.0,234619.0,243733.0,245280.0,18935.0,139412,181006,243621,251671,251762,19957 +2021-05-14,129969.0,172130.0,234633.0,243740.0,245287.0,18935.0,139412,181006,243621,251671,251762,19957 +2021-05-15,129976.0,172144.0,234647.0,243747.0,245301.0,18935.0,139412,181006,243621,251671,251762,19957 +2021-05-16,129983.0,172151.0,234654.0,243754.0,245301.0,18935.0,139412,181006,243621,251671,251762,19957 +2021-05-17,129997.0,172158.0,234668.0,243754.0,245308.0,18935.0,139412,181006,243621,251671,251762,19957 +2021-05-18,130018.0,172172.0,234675.0,243761.0,245315.0,18935.0,139412,181006,243621,251671,251762,19957 +2021-05-19,130039.0,172186.0,234703.0,243775.0,245329.0,18935.0,139412,181006,243621,251671,251762,19957 +2021-05-20,130067.0,172214.0,234717.0,243782.0,245336.0,18935.0,139412,181006,243621,251671,251762,19957 +2021-05-21,130095.0,172228.0,234731.0,243803.0,245343.0,18942.0,139412,181006,243621,251671,251762,19957 +2021-05-22,130102.0,172235.0,234738.0,243810.0,245357.0,18942.0,139412,181006,243621,251671,251762,19957 +2021-05-23,130116.0,172242.0,234738.0,243817.0,245357.0,18942.0,139412,181006,243621,251671,251762,19957 +2021-05-24,130123.0,172249.0,234745.0,243831.0,245357.0,18942.0,139412,181006,243621,251671,251762,19957 +2021-05-25,130137.0,172256.0,234759.0,243838.0,245371.0,18942.0,139412,181006,243621,251671,251762,19957 +2021-05-26,130151.0,172277.0,234780.0,243852.0,245371.0,18949.0,139412,181006,243621,251671,251762,19957 +2021-05-27,130172.0,172291.0,234801.0,243873.0,245385.0,18949.0,139412,181006,243621,251671,251762,19957 +2021-05-28,130186.0,172305.0,234815.0,243880.0,245399.0,18949.0,139412,181006,243621,251671,251762,19957 +2021-05-29,130186.0,172312.0,234829.0,243880.0,245406.0,18949.0,139412,181006,243621,251671,251762,19957 +2021-05-30,130193.0,172319.0,234829.0,243887.0,245406.0,18949.0,139412,181006,243621,251671,251762,19957 +2021-05-31,130200.0,172319.0,234829.0,243887.0,245406.0,18949.0,139412,181006,243621,251671,251762,19957 +2021-06-01,130207.0,172326.0,234829.0,243894.0,245413.0,18949.0,139412,181006,243621,251671,251762,19957 +2021-06-02,130221.0,172333.0,234843.0,243901.0,245413.0,18949.0,139412,181006,243621,251671,251762,19957 +2021-06-03,130235.0,172340.0,234857.0,243908.0,245427.0,18956.0,139412,181006,243621,251671,251762,19957 +2021-06-04,130242.0,172347.0,234864.0,243915.0,245434.0,18956.0,139412,181006,243621,251671,251762,19957 +2021-06-05,130249.0,172354.0,234878.0,243922.0,245441.0,18956.0,139412,181006,243621,251671,251762,19957 +2021-06-06,130256.0,172361.0,234878.0,243929.0,245441.0,18956.0,139412,181006,243621,251671,251762,19957 +2021-06-07,130256.0,172368.0,234885.0,243936.0,245441.0,18956.0,139412,181006,243621,251671,251762,19957 +2021-06-08,130270.0,172375.0,234892.0,243936.0,245448.0,18956.0,139412,181006,243621,251671,251762,19957 +2021-06-09,130284.0,172382.0,234906.0,243950.0,245455.0,18963.0,139412,181006,243621,251671,251762,19957 +2021-06-10,130298.0,172403.0,234913.0,243957.0,245455.0,18963.0,139412,181006,243621,251671,251762,19957 +2021-06-11,130312.0,172410.0,234920.0,243971.0,245462.0,18963.0,139412,181006,243621,251671,251762,19957 +2021-06-12,130326.0,172424.0,234934.0,243978.0,245469.0,18963.0,139412,181006,243621,251671,251762,19957 +2021-06-13,130333.0,172424.0,234934.0,243978.0,245469.0,18963.0,139412,181006,243621,251671,251762,19957 +2021-06-14,130347.0,172431.0,234941.0,243985.0,245469.0,18963.0,139412,181006,243621,251671,251762,19957 +2021-06-15,130361.0,172438.0,234955.0,243992.0,245469.0,18970.0,139412,181006,243621,251671,251762,19957 +2021-06-16,130368.0,172452.0,234962.0,243992.0,245476.0,18970.0,139412,181006,243621,251671,251762,19957 +2021-06-17,130382.0,172466.0,234969.0,243999.0,245483.0,18970.0,139412,181006,243621,251671,251762,19957 +2021-06-18,130396.0,172473.0,234976.0,244013.0,245490.0,18970.0,139412,181006,243621,251671,251762,19957 +2021-06-19,130410.0,172480.0,234990.0,244020.0,245497.0,18970.0,139412,181006,243621,251671,251762,19957 +2021-06-20,130417.0,172487.0,234997.0,244020.0,245497.0,18970.0,139412,181006,243621,251671,251762,19957 +2021-06-21,130417.0,172487.0,235004.0,244020.0,245504.0,18970.0,139412,181006,243621,251671,251762,19957 +2021-06-22,130424.0,172494.0,235004.0,244027.0,245504.0,18970.0,139412,181006,243621,251671,251762,19957 +2021-06-23,130431.0,172501.0,235011.0,244027.0,245511.0,18970.0,139412,181006,243621,251671,251762,19957 +2021-06-24,130445.0,172515.0,235018.0,244041.0,245518.0,18970.0,139412,181006,243621,251671,251762,19957 +2021-06-25,130452.0,172522.0,235032.0,244041.0,245525.0,18970.0,139412,181006,243621,251671,251762,19957 +2021-06-26,130466.0,172529.0,235039.0,244048.0,245532.0,18977.0,139412,181006,243621,251671,251762,19957 +2021-06-27,130473.0,172536.0,235046.0,244048.0,245532.0,18977.0,139412,181006,243621,251671,251762,19957 +2021-06-28,130480.0,172543.0,235046.0,244055.0,245539.0,18977.0,139412,181006,243621,251671,251762,19957 +2021-06-29,130487.0,172550.0,235053.0,244062.0,245539.0,18977.0,139412,181006,243621,251671,251762,19957 +2021-06-30,130494.0,172557.0,235053.0,244069.0,245539.0,18977.0,139412,181006,243621,251671,251762,19957 +2021-07-01,130494.0,172571.0,235067.0,244076.0,245546.0,18977.0,139412,181006,243621,251671,251762,19957 +2021-07-02,130501.0,172571.0,235067.0,244083.0,245546.0,18977.0,139412,181006,243621,251671,251762,19957 +2021-07-03,130508.0,172585.0,235074.0,244090.0,245546.0,18977.0,139412,181006,243621,251671,251762,19957 +2021-07-04,130508.0,172585.0,235074.0,244090.0,245546.0,18977.0,139412,181006,243621,251671,251762,19957 +2021-07-05,130515.0,172585.0,235081.0,244097.0,245546.0,18977.0,139412,181006,243621,251671,251762,19957 +2021-07-06,130515.0,172592.0,235081.0,244097.0,245553.0,18984.0,139412,181006,243621,251671,251762,19957 +2021-07-07,130522.0,172606.0,235088.0,244104.0,245553.0,18984.0,139412,181006,243621,251671,251762,19957 +2021-07-08,130529.0,172606.0,235095.0,244111.0,245553.0,18984.0,139412,181006,243621,251671,251762,19957 +2021-07-09,130536.0,172613.0,235102.0,244118.0,245560.0,18984.0,139412,181006,243621,251671,251762,19957 +2021-07-10,130543.0,172620.0,235102.0,244125.0,245567.0,18984.0,139412,181006,243621,251671,251762,19957 +2021-07-11,130543.0,172620.0,235109.0,244132.0,245567.0,18984.0,139412,181006,243621,251671,251762,19957 +2021-07-12,130550.0,172627.0,235109.0,244132.0,245567.0,18991.0,139412,181006,243621,251671,251762,19957 +2021-07-13,130550.0,172634.0,235116.0,244132.0,245567.0,18991.0,139412,181006,243621,251671,251762,19957 +2021-07-14,130557.0,172641.0,235123.0,244139.0,245567.0,18991.0,139412,181006,243621,251671,251762,19957 +2021-07-15,130557.0,172648.0,235123.0,244146.0,245574.0,18991.0,139412,181006,243621,251671,251762,19957 +2021-07-16,130571.0,172662.0,235130.0,244146.0,245581.0,18991.0,139412,181006,243621,251671,251762,19957 +2021-07-17,130578.0,172669.0,235130.0,244160.0,245588.0,18991.0,139412,181006,243621,251671,251762,19957 +2021-07-18,130578.0,172669.0,235130.0,244160.0,245588.0,18991.0,139412,181006,243621,251671,251762,19957 +2021-07-19,130578.0,172669.0,235137.0,244160.0,245588.0,18991.0,139412,181006,243621,251671,251762,19957 +2021-07-20,130585.0,172676.0,235137.0,244167.0,245595.0,18998.0,139412,181006,243621,251671,251762,19957 +2021-07-21,130592.0,172683.0,235144.0,244174.0,245602.0,18998.0,139412,181006,243621,251671,251762,19957 +2021-07-22,130592.0,172690.0,235144.0,244181.0,245602.0,18998.0,139412,181006,243621,251671,251762,19957 +2021-07-23,130599.0,172690.0,235151.0,244181.0,245602.0,18998.0,139412,181006,243621,251671,251762,19957 +2021-07-24,130599.0,172697.0,235151.0,244181.0,245602.0,18998.0,139412,181006,243621,251671,251762,19957 +2021-07-25,130606.0,172697.0,235151.0,244181.0,245602.0,18998.0,139412,181006,243621,251671,251762,19957 +2021-07-26,130606.0,172697.0,235158.0,244181.0,245609.0,18998.0,139412,181006,243621,251671,251762,19957 +2021-07-27,130606.0,172697.0,235165.0,244188.0,245609.0,18998.0,139412,181006,243621,251671,251762,19957 +2021-07-28,130620.0,172697.0,235165.0,244188.0,245616.0,18998.0,139412,181006,243621,251671,251762,19957 +2021-07-29,130620.0,172704.0,235165.0,244195.0,245616.0,18998.0,139412,181006,243621,251671,251762,19957 +2021-07-30,130620.0,172711.0,235172.0,244202.0,245616.0,18998.0,139412,181006,243621,251671,251762,19957 +2021-07-31,130627.0,172711.0,235172.0,244209.0,245623.0,18998.0,139412,181006,243621,251671,251762,19957 +2021-08-01,130627.0,172711.0,235172.0,244209.0,245623.0,18998.0,139412,181006,243621,251671,251762,19957 +2021-08-02,130634.0,172718.0,235179.0,244209.0,245623.0,18998.0,139412,181006,243621,251671,251762,19957 +2021-08-03,130641.0,172718.0,235179.0,244209.0,245623.0,18998.0,139412,181006,243621,251671,251762,19957 +2021-08-04,130648.0,172725.0,235186.0,244216.0,245630.0,19005.0,139412,181006,243621,251671,251762,19957 +2021-08-05,130655.0,172725.0,235193.0,244223.0,245630.0,19005.0,139412,181006,243621,251671,251762,19957 +2021-08-06,130662.0,172732.0,235200.0,244230.0,245630.0,19005.0,139412,181006,243621,251671,251762,19957 +2021-08-07,130662.0,172732.0,235200.0,244230.0,245637.0,19005.0,139412,181006,243621,251671,251762,19957 +2021-08-08,130669.0,172732.0,235200.0,244230.0,245637.0,19005.0,139412,181006,243621,251671,251762,19957 +2021-08-09,130669.0,172732.0,235207.0,244237.0,245637.0,19005.0,139412,181006,243621,251671,251762,19957 +2021-08-10,130676.0,172739.0,235214.0,244237.0,245644.0,19005.0,139412,181006,243621,251671,251762,19957 +2021-08-11,130676.0,172739.0,235214.0,244237.0,245644.0,19005.0,139412,181006,243621,251671,251762,19957 +2021-08-12,130683.0,172746.0,235221.0,244237.0,245644.0,19005.0,139412,181006,243621,251671,251762,19957 +2021-08-13,130683.0,172746.0,235228.0,244244.0,245651.0,19005.0,139412,181006,243621,251671,251762,19957 +2021-08-14,130690.0,172753.0,235228.0,244244.0,245651.0,19005.0,139412,181006,243621,251671,251762,19957 +2021-08-15,130690.0,172753.0,235228.0,244244.0,245651.0,19005.0,139412,181006,243621,251671,251762,19957 +2021-08-16,130697.0,172753.0,235228.0,244244.0,245651.0,19005.0,139412,181006,243621,251671,251762,19957 +2021-08-17,130697.0,172753.0,235235.0,244244.0,245651.0,19005.0,139412,181006,243621,251671,251762,19957 +2021-08-18,130697.0,172760.0,235235.0,244251.0,245658.0,19005.0,139412,181006,243621,251671,251762,19957 +2021-08-19,130704.0,172760.0,235242.0,244251.0,245658.0,19005.0,139412,181006,243621,251671,251762,19957 +2021-08-20,130704.0,172760.0,235242.0,244258.0,245658.0,19005.0,139412,181006,243621,251671,251762,19957 +2021-08-21,130711.0,172767.0,235249.0,244258.0,245665.0,19005.0,139412,181006,243621,251671,251762,19957 +2021-08-22,130711.0,172767.0,235249.0,244258.0,245665.0,19005.0,139412,181006,243621,251671,251762,19957 +2021-08-23,130718.0,172774.0,235249.0,244258.0,245665.0,19012.0,139412,181006,243621,251671,251762,19957 +2021-08-24,130718.0,172774.0,235256.0,244258.0,245665.0,19012.0,139412,181006,243621,251671,251762,19957 +2021-08-25,130725.0,172774.0,235256.0,244265.0,245665.0,19012.0,139412,181006,243621,251671,251762,19957 +2021-08-26,130732.0,172781.0,235256.0,244272.0,245672.0,19012.0,139412,181006,243621,251671,251762,19957 +2021-08-27,130732.0,172781.0,235263.0,244272.0,245672.0,19012.0,139412,181006,243621,251671,251762,19957 +2021-08-28,130739.0,172781.0,235263.0,244272.0,245672.0,19012.0,139412,181006,243621,251671,251762,19957 +2021-08-29,130739.0,172781.0,235263.0,244272.0,245672.0,19012.0,139412,181006,243621,251671,251762,19957 +2021-08-30,130739.0,172781.0,235270.0,244272.0,245672.0,19012.0,139412,181006,243621,251671,251762,19957 +2021-08-31,130739.0,172781.0,235277.0,244272.0,245672.0,19012.0,139412,181006,243621,251671,251762,19957 +2021-09-01,130746.0,172781.0,235277.0,244272.0,245672.0,19012.0,139412,181006,243621,251671,251762,19957 diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 80+ population by psychosis schiz bipolar_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 80+ population by psychosis schiz bipolar_tpp.csv index f65fa88..d24ac6b 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 80+ population by psychosis schiz bipolar_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among 80+ population by psychosis schiz bipolar_tpp.csv @@ -1,257 +1,270 @@ covid_vacc_date,no,yes,no_total,yes_total -2020-12-01,0.0,0.0,1082270,8442 -2020-12-08,525.0,0.0,1082270,8442 -2020-12-09,1946.0,14.0,1082270,8442 -2020-12-10,3815.0,21.0,1082270,8442 -2020-12-11,5572.0,35.0,1082270,8442 -2020-12-12,6839.0,42.0,1082270,8442 -2020-12-13,7980.0,49.0,1082270,8442 -2020-12-14,9863.0,56.0,1082270,8442 -2020-12-15,30555.0,154.0,1082270,8442 -2020-12-16,64813.0,329.0,1082270,8442 -2020-12-17,95340.0,504.0,1082270,8442 -2020-12-18,115185.0,609.0,1082270,8442 -2020-12-19,139335.0,728.0,1082270,8442 -2020-12-20,160678.0,833.0,1082270,8442 -2020-12-21,173299.0,917.0,1082270,8442 -2020-12-22,197071.0,1050.0,1082270,8442 -2020-12-23,214032.0,1148.0,1082270,8442 -2020-12-24,217728.0,1169.0,1082270,8442 -2020-12-25,217735.0,1169.0,1082270,8442 -2020-12-26,217735.0,1169.0,1082270,8442 -2020-12-27,217924.0,1169.0,1082270,8442 -2020-12-28,218386.0,1169.0,1082270,8442 -2020-12-29,226058.0,1225.0,1082270,8442 -2020-12-30,245259.0,1337.0,1082270,8442 -2020-12-31,259000.0,1428.0,1082270,8442 -2021-01-01,261527.0,1442.0,1082270,8442 -2021-01-02,263823.0,1456.0,1082270,8442 -2021-01-03,265293.0,1470.0,1082270,8442 -2021-01-04,266651.0,1484.0,1082270,8442 -2021-01-05,269682.0,1505.0,1082270,8442 -2021-01-06,277053.0,1554.0,1082270,8442 -2021-01-07,310877.0,1757.0,1082270,8442 -2021-01-08,351225.0,2023.0,1082270,8442 -2021-01-09,387548.0,2282.0,1082270,8442 -2021-01-10,404033.0,2387.0,1082270,8442 -2021-01-11,412048.0,2450.0,1082270,8442 -2021-01-12,436303.0,2597.0,1082270,8442 -2021-01-13,473760.0,2807.0,1082270,8442 -2021-01-14,511777.0,3101.0,1082270,8442 -2021-01-15,559972.0,3430.0,1082270,8442 -2021-01-16,617288.0,3794.0,1082270,8442 -2021-01-17,641788.0,3941.0,1082270,8442 -2021-01-18,655249.0,4060.0,1082270,8442 -2021-01-19,695737.0,4354.0,1082270,8442 -2021-01-20,739032.0,4662.0,1082270,8442 -2021-01-21,776517.0,4970.0,1082270,8442 -2021-01-22,825776.0,5348.0,1082270,8442 -2021-01-23,866243.0,5684.0,1082270,8442 -2021-01-24,877779.0,5768.0,1082270,8442 -2021-01-25,889182.0,5880.0,1082270,8442 -2021-01-26,903056.0,6020.0,1082270,8442 -2021-01-27,914256.0,6139.0,1082270,8442 -2021-01-28,928543.0,6265.0,1082270,8442 -2021-01-29,943320.0,6405.0,1082270,8442 -2021-01-30,953918.0,6524.0,1082270,8442 -2021-01-31,958188.0,6580.0,1082270,8442 -2021-02-01,963473.0,6643.0,1082270,8442 -2021-02-02,968877.0,6713.0,1082270,8442 -2021-02-03,974428.0,6790.0,1082270,8442 -2021-02-04,979916.0,6874.0,1082270,8442 -2021-02-05,985187.0,6951.0,1082270,8442 -2021-02-06,988862.0,6993.0,1082270,8442 -2021-02-07,990563.0,7021.0,1082270,8442 -2021-02-08,993552.0,7070.0,1082270,8442 -2021-02-09,997045.0,7133.0,1082270,8442 -2021-02-10,1001252.0,7196.0,1082270,8442 -2021-02-11,1005102.0,7252.0,1082270,8442 -2021-02-12,1008777.0,7308.0,1082270,8442 -2021-02-13,1011129.0,7336.0,1082270,8442 -2021-02-14,1012011.0,7343.0,1082270,8442 -2021-02-15,1013355.0,7357.0,1082270,8442 -2021-02-16,1014608.0,7392.0,1082270,8442 -2021-02-17,1015966.0,7413.0,1082270,8442 -2021-02-18,1017205.0,7441.0,1082270,8442 -2021-02-19,1018290.0,7462.0,1082270,8442 -2021-02-20,1018920.0,7476.0,1082270,8442 -2021-02-21,1019144.0,7483.0,1082270,8442 -2021-02-22,1019620.0,7497.0,1082270,8442 -2021-02-23,1020523.0,7511.0,1082270,8442 -2021-02-24,1021489.0,7525.0,1082270,8442 -2021-02-25,1022574.0,7539.0,1082270,8442 -2021-02-26,1023582.0,7560.0,1082270,8442 -2021-02-27,1024114.0,7567.0,1082270,8442 -2021-02-28,1024268.0,7567.0,1082270,8442 -2021-03-01,1024618.0,7574.0,1082270,8442 -2021-03-02,1025122.0,7588.0,1082270,8442 -2021-03-03,1025773.0,7595.0,1082270,8442 -2021-03-04,1026508.0,7616.0,1082270,8442 -2021-03-05,1027257.0,7630.0,1082270,8442 -2021-03-06,1027747.0,7637.0,1082270,8442 -2021-03-07,1027852.0,7637.0,1082270,8442 -2021-03-08,1028111.0,7644.0,1082270,8442 -2021-03-09,1028594.0,7651.0,1082270,8442 -2021-03-10,1029049.0,7658.0,1082270,8442 -2021-03-11,1029448.0,7665.0,1082270,8442 -2021-03-12,1029917.0,7672.0,1082270,8442 -2021-03-13,1030267.0,7679.0,1082270,8442 -2021-03-14,1030393.0,7686.0,1082270,8442 -2021-03-15,1030659.0,7686.0,1082270,8442 -2021-03-16,1030981.0,7693.0,1082270,8442 -2021-03-17,1031289.0,7700.0,1082270,8442 -2021-03-18,1031674.0,7707.0,1082270,8442 -2021-03-19,1032024.0,7714.0,1082270,8442 -2021-03-20,1032290.0,7714.0,1082270,8442 -2021-03-21,1032388.0,7714.0,1082270,8442 -2021-03-22,1032570.0,7721.0,1082270,8442 -2021-03-23,1032822.0,7728.0,1082270,8442 -2021-03-24,1033116.0,7735.0,1082270,8442 -2021-03-25,1033459.0,7742.0,1082270,8442 -2021-03-26,1033788.0,7742.0,1082270,8442 -2021-03-27,1034103.0,7749.0,1082270,8442 -2021-03-28,1034236.0,7749.0,1082270,8442 -2021-03-29,1034439.0,7756.0,1082270,8442 -2021-03-30,1034817.0,7756.0,1082270,8442 -2021-03-31,1035111.0,7763.0,1082270,8442 -2021-04-01,1035447.0,7763.0,1082270,8442 -2021-04-02,1035636.0,7770.0,1082270,8442 -2021-04-03,1035797.0,7770.0,1082270,8442 -2021-04-04,1035839.0,7770.0,1082270,8442 -2021-04-05,1035867.0,7770.0,1082270,8442 -2021-04-06,1036014.0,7777.0,1082270,8442 -2021-04-07,1036343.0,7784.0,1082270,8442 -2021-04-08,1036595.0,7791.0,1082270,8442 -2021-04-09,1036854.0,7798.0,1082270,8442 -2021-04-10,1037057.0,7798.0,1082270,8442 -2021-04-11,1037134.0,7798.0,1082270,8442 -2021-04-12,1037253.0,7805.0,1082270,8442 -2021-04-13,1037393.0,7805.0,1082270,8442 -2021-04-14,1037554.0,7805.0,1082270,8442 -2021-04-15,1037736.0,7805.0,1082270,8442 -2021-04-16,1037960.0,7812.0,1082270,8442 -2021-04-17,1038149.0,7812.0,1082270,8442 -2021-04-18,1038233.0,7812.0,1082270,8442 -2021-04-19,1038338.0,7812.0,1082270,8442 -2021-04-20,1038450.0,7812.0,1082270,8442 -2021-04-21,1038597.0,7819.0,1082270,8442 -2021-04-22,1038730.0,7819.0,1082270,8442 -2021-04-23,1038828.0,7819.0,1082270,8442 -2021-04-24,1038912.0,7819.0,1082270,8442 -2021-04-25,1038954.0,7826.0,1082270,8442 -2021-04-26,1039045.0,7826.0,1082270,8442 -2021-04-27,1039129.0,7826.0,1082270,8442 -2021-04-28,1039206.0,7833.0,1082270,8442 -2021-04-29,1039332.0,7833.0,1082270,8442 -2021-04-30,1039409.0,7833.0,1082270,8442 -2021-05-01,1039458.0,7833.0,1082270,8442 -2021-05-02,1039479.0,7833.0,1082270,8442 -2021-05-03,1039500.0,7833.0,1082270,8442 -2021-05-04,1039556.0,7833.0,1082270,8442 -2021-05-05,1039633.0,7833.0,1082270,8442 -2021-05-06,1039731.0,7833.0,1082270,8442 -2021-05-07,1039794.0,7833.0,1082270,8442 -2021-05-08,1039850.0,7833.0,1082270,8442 -2021-05-09,1039871.0,7833.0,1082270,8442 -2021-05-10,1039920.0,7833.0,1082270,8442 -2021-05-11,1039976.0,7833.0,1082270,8442 -2021-05-12,1040074.0,7840.0,1082270,8442 -2021-05-13,1040151.0,7840.0,1082270,8442 -2021-05-14,1040214.0,7840.0,1082270,8442 -2021-05-15,1040270.0,7840.0,1082270,8442 -2021-05-16,1040298.0,7840.0,1082270,8442 -2021-05-17,1040340.0,7840.0,1082270,8442 -2021-05-18,1040403.0,7840.0,1082270,8442 -2021-05-19,1040487.0,7847.0,1082270,8442 -2021-05-20,1040585.0,7847.0,1082270,8442 -2021-05-21,1040655.0,7847.0,1082270,8442 -2021-05-22,1040704.0,7847.0,1082270,8442 -2021-05-23,1040732.0,7847.0,1082270,8442 -2021-05-24,1040767.0,7847.0,1082270,8442 -2021-05-25,1040823.0,7847.0,1082270,8442 -2021-05-26,1040893.0,7854.0,1082270,8442 -2021-05-27,1040984.0,7854.0,1082270,8442 -2021-05-28,1041047.0,7854.0,1082270,8442 -2021-05-29,1041082.0,7854.0,1082270,8442 -2021-05-30,1041103.0,7854.0,1082270,8442 -2021-05-31,1041117.0,7854.0,1082270,8442 -2021-06-01,1041145.0,7854.0,1082270,8442 -2021-06-02,1041187.0,7854.0,1082270,8442 -2021-06-03,1041243.0,7854.0,1082270,8442 -2021-06-04,1041271.0,7854.0,1082270,8442 -2021-06-05,1041320.0,7854.0,1082270,8442 -2021-06-06,1041341.0,7854.0,1082270,8442 -2021-06-07,1041369.0,7854.0,1082270,8442 -2021-06-08,1041404.0,7854.0,1082270,8442 -2021-06-09,1041453.0,7854.0,1082270,8442 -2021-06-10,1041509.0,7854.0,1082270,8442 -2021-06-11,1041551.0,7861.0,1082270,8442 -2021-06-12,1041600.0,7861.0,1082270,8442 -2021-06-13,1041621.0,7861.0,1082270,8442 -2021-06-14,1041649.0,7861.0,1082270,8442 -2021-06-15,1041691.0,7861.0,1082270,8442 -2021-06-16,1041740.0,7861.0,1082270,8442 -2021-06-17,1041775.0,7868.0,1082270,8442 -2021-06-18,1041824.0,7868.0,1082270,8442 -2021-06-19,1041866.0,7868.0,1082270,8442 -2021-06-20,1041887.0,7868.0,1082270,8442 -2021-06-21,1041901.0,7868.0,1082270,8442 -2021-06-22,1041936.0,7868.0,1082270,8442 -2021-06-23,1041971.0,7868.0,1082270,8442 -2021-06-24,1042013.0,7868.0,1082270,8442 -2021-06-25,1042048.0,7868.0,1082270,8442 -2021-06-26,1042097.0,7868.0,1082270,8442 -2021-06-27,1042118.0,7868.0,1082270,8442 -2021-06-28,1042139.0,7875.0,1082270,8442 -2021-06-29,1042167.0,7875.0,1082270,8442 -2021-06-30,1042195.0,7875.0,1082270,8442 -2021-07-01,1042230.0,7875.0,1082270,8442 -2021-07-02,1042251.0,7875.0,1082270,8442 -2021-07-03,1042279.0,7875.0,1082270,8442 -2021-07-04,1042286.0,7875.0,1082270,8442 -2021-07-05,1042300.0,7875.0,1082270,8442 -2021-07-06,1042328.0,7875.0,1082270,8442 -2021-07-07,1042356.0,7875.0,1082270,8442 -2021-07-08,1042377.0,7875.0,1082270,8442 -2021-07-09,1042412.0,7875.0,1082270,8442 -2021-07-10,1042440.0,7875.0,1082270,8442 -2021-07-11,1042447.0,7875.0,1082270,8442 -2021-07-12,1042468.0,7882.0,1082270,8442 -2021-07-13,1042496.0,7882.0,1082270,8442 -2021-07-14,1042517.0,7882.0,1082270,8442 -2021-07-15,1042552.0,7882.0,1082270,8442 -2021-07-16,1042580.0,7882.0,1082270,8442 -2021-07-17,1042615.0,7882.0,1082270,8442 -2021-07-18,1042622.0,7882.0,1082270,8442 -2021-07-19,1042629.0,7882.0,1082270,8442 -2021-07-20,1042650.0,7882.0,1082270,8442 -2021-07-21,1042685.0,7882.0,1082270,8442 -2021-07-22,1042706.0,7882.0,1082270,8442 -2021-07-23,1042720.0,7882.0,1082270,8442 -2021-07-24,1042727.0,7882.0,1082270,8442 -2021-07-25,1042727.0,7882.0,1082270,8442 -2021-07-26,1042741.0,7882.0,1082270,8442 -2021-07-27,1042762.0,7882.0,1082270,8442 -2021-07-28,1042790.0,7882.0,1082270,8442 -2021-07-29,1042797.0,7882.0,1082270,8442 -2021-07-30,1042818.0,7882.0,1082270,8442 -2021-07-31,1042839.0,7882.0,1082270,8442 -2021-08-01,1042846.0,7882.0,1082270,8442 -2021-08-02,1042860.0,7882.0,1082270,8442 -2021-08-03,1042881.0,7882.0,1082270,8442 -2021-08-04,1042909.0,7882.0,1082270,8442 -2021-08-05,1042923.0,7882.0,1082270,8442 -2021-08-06,1042951.0,7889.0,1082270,8442 -2021-08-07,1042965.0,7889.0,1082270,8442 -2021-08-08,1042972.0,7889.0,1082270,8442 -2021-08-09,1042986.0,7889.0,1082270,8442 -2021-08-10,1043000.0,7889.0,1082270,8442 -2021-08-11,1043014.0,7889.0,1082270,8442 -2021-08-12,1043028.0,7889.0,1082270,8442 -2021-08-13,1043042.0,7889.0,1082270,8442 -2021-08-14,1043056.0,7889.0,1082270,8442 -2021-08-15,1043063.0,7889.0,1082270,8442 -2021-08-16,1043070.0,7889.0,1082270,8442 -2021-08-17,1043077.0,7889.0,1082270,8442 -2021-08-18,1043091.0,7889.0,1082270,8442 -2021-08-19,1043091.0,7889.0,1082270,8442 +2020-12-01,0.0,0.0,1079043,8393 +2020-12-08,518.0,0.0,1079043,8393 +2020-12-09,1946.0,14.0,1079043,8393 +2020-12-10,3801.0,21.0,1079043,8393 +2020-12-11,5558.0,35.0,1079043,8393 +2020-12-12,6818.0,42.0,1079043,8393 +2020-12-13,7959.0,42.0,1079043,8393 +2020-12-14,9842.0,56.0,1079043,8393 +2020-12-15,30471.0,154.0,1079043,8393 +2020-12-16,64645.0,322.0,1079043,8393 +2020-12-17,95088.0,497.0,1079043,8393 +2020-12-18,114891.0,609.0,1079043,8393 +2020-12-19,138971.0,728.0,1079043,8393 +2020-12-20,160251.0,826.0,1079043,8393 +2020-12-21,172844.0,910.0,1079043,8393 +2020-12-22,196574.0,1043.0,1079043,8393 +2020-12-23,213535.0,1141.0,1079043,8393 +2020-12-24,217217.0,1162.0,1079043,8393 +2020-12-25,217217.0,1162.0,1079043,8393 +2020-12-26,217224.0,1162.0,1079043,8393 +2020-12-27,217406.0,1162.0,1079043,8393 +2020-12-28,217868.0,1162.0,1079043,8393 +2020-12-29,225512.0,1218.0,1079043,8393 +2020-12-30,244643.0,1330.0,1079043,8393 +2020-12-31,258335.0,1421.0,1079043,8393 +2021-01-01,260848.0,1435.0,1079043,8393 +2021-01-02,263130.0,1449.0,1079043,8393 +2021-01-03,264600.0,1456.0,1079043,8393 +2021-01-04,265958.0,1470.0,1079043,8393 +2021-01-05,268968.0,1498.0,1079043,8393 +2021-01-06,276311.0,1540.0,1079043,8393 +2021-01-07,310163.0,1743.0,1079043,8393 +2021-01-08,350399.0,2009.0,1079043,8393 +2021-01-09,386666.0,2268.0,1079043,8393 +2021-01-10,403123.0,2373.0,1079043,8393 +2021-01-11,411110.0,2436.0,1079043,8393 +2021-01-12,435295.0,2583.0,1079043,8393 +2021-01-13,472661.0,2786.0,1079043,8393 +2021-01-14,510559.0,3087.0,1079043,8393 +2021-01-15,558565.0,3409.0,1079043,8393 +2021-01-16,615734.0,3773.0,1079043,8393 +2021-01-17,640157.0,3920.0,1079043,8393 +2021-01-18,653562.0,4039.0,1079043,8393 +2021-01-19,693931.0,4319.0,1079043,8393 +2021-01-20,737107.0,4634.0,1079043,8393 +2021-01-21,774473.0,4942.0,1079043,8393 +2021-01-22,823557.0,5320.0,1079043,8393 +2021-01-23,863940.0,5649.0,1079043,8393 +2021-01-24,875441.0,5733.0,1079043,8393 +2021-01-25,886802.0,5845.0,1079043,8393 +2021-01-26,900627.0,5985.0,1079043,8393 +2021-01-27,911778.0,6104.0,1079043,8393 +2021-01-28,925988.0,6230.0,1079043,8393 +2021-01-29,940709.0,6370.0,1079043,8393 +2021-01-30,951265.0,6489.0,1079043,8393 +2021-01-31,955514.0,6545.0,1079043,8393 +2021-02-01,960764.0,6601.0,1079043,8393 +2021-02-02,966133.0,6678.0,1079043,8393 +2021-02-03,971642.0,6755.0,1079043,8393 +2021-02-04,977081.0,6839.0,1079043,8393 +2021-02-05,982317.0,6909.0,1079043,8393 +2021-02-06,985971.0,6958.0,1079043,8393 +2021-02-07,987658.0,6979.0,1079043,8393 +2021-02-08,990619.0,7035.0,1079043,8393 +2021-02-09,994091.0,7091.0,1079043,8393 +2021-02-10,998256.0,7154.0,1079043,8393 +2021-02-11,1002071.0,7210.0,1079043,8393 +2021-02-12,1005718.0,7266.0,1079043,8393 +2021-02-13,1008049.0,7287.0,1079043,8393 +2021-02-14,1008931.0,7294.0,1079043,8393 +2021-02-15,1010254.0,7315.0,1079043,8393 +2021-02-16,1011500.0,7350.0,1079043,8393 +2021-02-17,1012851.0,7371.0,1079043,8393 +2021-02-18,1014076.0,7399.0,1079043,8393 +2021-02-19,1015161.0,7413.0,1079043,8393 +2021-02-20,1015784.0,7434.0,1079043,8393 +2021-02-21,1016008.0,7441.0,1079043,8393 +2021-02-22,1016477.0,7455.0,1079043,8393 +2021-02-23,1017373.0,7469.0,1079043,8393 +2021-02-24,1018339.0,7483.0,1079043,8393 +2021-02-25,1019410.0,7497.0,1079043,8393 +2021-02-26,1020411.0,7518.0,1079043,8393 +2021-02-27,1020936.0,7525.0,1079043,8393 +2021-02-28,1021097.0,7525.0,1079043,8393 +2021-03-01,1021433.0,7532.0,1079043,8393 +2021-03-02,1021944.0,7539.0,1079043,8393 +2021-03-03,1022588.0,7553.0,1079043,8393 +2021-03-04,1023316.0,7567.0,1079043,8393 +2021-03-05,1024051.0,7588.0,1079043,8393 +2021-03-06,1024548.0,7595.0,1079043,8393 +2021-03-07,1024653.0,7595.0,1079043,8393 +2021-03-08,1024905.0,7595.0,1079043,8393 +2021-03-09,1025381.0,7602.0,1079043,8393 +2021-03-10,1025836.0,7616.0,1079043,8393 +2021-03-11,1026228.0,7623.0,1079043,8393 +2021-03-12,1026697.0,7630.0,1079043,8393 +2021-03-13,1027047.0,7637.0,1079043,8393 +2021-03-14,1027166.0,7637.0,1079043,8393 +2021-03-15,1027432.0,7637.0,1079043,8393 +2021-03-16,1027747.0,7651.0,1079043,8393 +2021-03-17,1028055.0,7651.0,1079043,8393 +2021-03-18,1028440.0,7658.0,1079043,8393 +2021-03-19,1028776.0,7665.0,1079043,8393 +2021-03-20,1029049.0,7672.0,1079043,8393 +2021-03-21,1029147.0,7672.0,1079043,8393 +2021-03-22,1029329.0,7672.0,1079043,8393 +2021-03-23,1029574.0,7679.0,1079043,8393 +2021-03-24,1029868.0,7686.0,1079043,8393 +2021-03-25,1030204.0,7693.0,1079043,8393 +2021-03-26,1030533.0,7700.0,1079043,8393 +2021-03-27,1030848.0,7700.0,1079043,8393 +2021-03-28,1030974.0,7700.0,1079043,8393 +2021-03-29,1031170.0,7707.0,1079043,8393 +2021-03-30,1031548.0,7707.0,1079043,8393 +2021-03-31,1031842.0,7714.0,1079043,8393 +2021-04-01,1032171.0,7721.0,1079043,8393 +2021-04-02,1032353.0,7721.0,1079043,8393 +2021-04-03,1032514.0,7721.0,1079043,8393 +2021-04-04,1032556.0,7721.0,1079043,8393 +2021-04-05,1032584.0,7721.0,1079043,8393 +2021-04-06,1032731.0,7728.0,1079043,8393 +2021-04-07,1033060.0,7735.0,1079043,8393 +2021-04-08,1033305.0,7742.0,1079043,8393 +2021-04-09,1033571.0,7749.0,1079043,8393 +2021-04-10,1033774.0,7749.0,1079043,8393 +2021-04-11,1033851.0,7749.0,1079043,8393 +2021-04-12,1033970.0,7756.0,1079043,8393 +2021-04-13,1034103.0,7756.0,1079043,8393 +2021-04-14,1034264.0,7756.0,1079043,8393 +2021-04-15,1034446.0,7756.0,1079043,8393 +2021-04-16,1034663.0,7763.0,1079043,8393 +2021-04-17,1034852.0,7763.0,1079043,8393 +2021-04-18,1034936.0,7763.0,1079043,8393 +2021-04-19,1035034.0,7763.0,1079043,8393 +2021-04-20,1035153.0,7763.0,1079043,8393 +2021-04-21,1035293.0,7770.0,1079043,8393 +2021-04-22,1035426.0,7770.0,1079043,8393 +2021-04-23,1035524.0,7770.0,1079043,8393 +2021-04-24,1035608.0,7770.0,1079043,8393 +2021-04-25,1035650.0,7777.0,1079043,8393 +2021-04-26,1035734.0,7777.0,1079043,8393 +2021-04-27,1035825.0,7777.0,1079043,8393 +2021-04-28,1035895.0,7784.0,1079043,8393 +2021-04-29,1036028.0,7784.0,1079043,8393 +2021-04-30,1036105.0,7784.0,1079043,8393 +2021-05-01,1036154.0,7784.0,1079043,8393 +2021-05-02,1036175.0,7784.0,1079043,8393 +2021-05-03,1036196.0,7784.0,1079043,8393 +2021-05-04,1036252.0,7784.0,1079043,8393 +2021-05-05,1036329.0,7784.0,1079043,8393 +2021-05-06,1036427.0,7784.0,1079043,8393 +2021-05-07,1036490.0,7784.0,1079043,8393 +2021-05-08,1036546.0,7784.0,1079043,8393 +2021-05-09,1036567.0,7784.0,1079043,8393 +2021-05-10,1036616.0,7784.0,1079043,8393 +2021-05-11,1036672.0,7784.0,1079043,8393 +2021-05-12,1036763.0,7791.0,1079043,8393 +2021-05-13,1036840.0,7791.0,1079043,8393 +2021-05-14,1036896.0,7791.0,1079043,8393 +2021-05-15,1036952.0,7791.0,1079043,8393 +2021-05-16,1036987.0,7791.0,1079043,8393 +2021-05-17,1037029.0,7791.0,1079043,8393 +2021-05-18,1037085.0,7791.0,1079043,8393 +2021-05-19,1037169.0,7798.0,1079043,8393 +2021-05-20,1037260.0,7798.0,1079043,8393 +2021-05-21,1037337.0,7798.0,1079043,8393 +2021-05-22,1037386.0,7798.0,1079043,8393 +2021-05-23,1037414.0,7798.0,1079043,8393 +2021-05-24,1037449.0,7798.0,1079043,8393 +2021-05-25,1037498.0,7798.0,1079043,8393 +2021-05-26,1037575.0,7805.0,1079043,8393 +2021-05-27,1037666.0,7805.0,1079043,8393 +2021-05-28,1037722.0,7805.0,1079043,8393 +2021-05-29,1037764.0,7805.0,1079043,8393 +2021-05-30,1037778.0,7805.0,1079043,8393 +2021-05-31,1037792.0,7805.0,1079043,8393 +2021-06-01,1037820.0,7805.0,1079043,8393 +2021-06-02,1037862.0,7805.0,1079043,8393 +2021-06-03,1037918.0,7805.0,1079043,8393 +2021-06-04,1037953.0,7805.0,1079043,8393 +2021-06-05,1037995.0,7805.0,1079043,8393 +2021-06-06,1038016.0,7805.0,1079043,8393 +2021-06-07,1038044.0,7805.0,1079043,8393 +2021-06-08,1038079.0,7805.0,1079043,8393 +2021-06-09,1038128.0,7805.0,1079043,8393 +2021-06-10,1038184.0,7805.0,1079043,8393 +2021-06-11,1038226.0,7812.0,1079043,8393 +2021-06-12,1038275.0,7812.0,1079043,8393 +2021-06-13,1038296.0,7812.0,1079043,8393 +2021-06-14,1038324.0,7812.0,1079043,8393 +2021-06-15,1038373.0,7812.0,1079043,8393 +2021-06-16,1038415.0,7812.0,1079043,8393 +2021-06-17,1038450.0,7819.0,1079043,8393 +2021-06-18,1038499.0,7819.0,1079043,8393 +2021-06-19,1038541.0,7819.0,1079043,8393 +2021-06-20,1038562.0,7819.0,1079043,8393 +2021-06-21,1038576.0,7819.0,1079043,8393 +2021-06-22,1038604.0,7819.0,1079043,8393 +2021-06-23,1038639.0,7819.0,1079043,8393 +2021-06-24,1038681.0,7819.0,1079043,8393 +2021-06-25,1038716.0,7819.0,1079043,8393 +2021-06-26,1038765.0,7819.0,1079043,8393 +2021-06-27,1038786.0,7819.0,1079043,8393 +2021-06-28,1038814.0,7826.0,1079043,8393 +2021-06-29,1038835.0,7826.0,1079043,8393 +2021-06-30,1038870.0,7826.0,1079043,8393 +2021-07-01,1038898.0,7826.0,1079043,8393 +2021-07-02,1038926.0,7826.0,1079043,8393 +2021-07-03,1038954.0,7826.0,1079043,8393 +2021-07-04,1038961.0,7826.0,1079043,8393 +2021-07-05,1038975.0,7826.0,1079043,8393 +2021-07-06,1038996.0,7826.0,1079043,8393 +2021-07-07,1039031.0,7826.0,1079043,8393 +2021-07-08,1039052.0,7826.0,1079043,8393 +2021-07-09,1039087.0,7826.0,1079043,8393 +2021-07-10,1039115.0,7826.0,1079043,8393 +2021-07-11,1039122.0,7826.0,1079043,8393 +2021-07-12,1039143.0,7833.0,1079043,8393 +2021-07-13,1039164.0,7833.0,1079043,8393 +2021-07-14,1039192.0,7833.0,1079043,8393 +2021-07-15,1039220.0,7833.0,1079043,8393 +2021-07-16,1039248.0,7833.0,1079043,8393 +2021-07-17,1039283.0,7833.0,1079043,8393 +2021-07-18,1039290.0,7833.0,1079043,8393 +2021-07-19,1039304.0,7833.0,1079043,8393 +2021-07-20,1039318.0,7833.0,1079043,8393 +2021-07-21,1039353.0,7833.0,1079043,8393 +2021-07-22,1039374.0,7833.0,1079043,8393 +2021-07-23,1039388.0,7833.0,1079043,8393 +2021-07-24,1039395.0,7833.0,1079043,8393 +2021-07-25,1039395.0,7833.0,1079043,8393 +2021-07-26,1039409.0,7833.0,1079043,8393 +2021-07-27,1039430.0,7833.0,1079043,8393 +2021-07-28,1039451.0,7833.0,1079043,8393 +2021-07-29,1039465.0,7833.0,1079043,8393 +2021-07-30,1039486.0,7833.0,1079043,8393 +2021-07-31,1039507.0,7833.0,1079043,8393 +2021-08-01,1039514.0,7833.0,1079043,8393 +2021-08-02,1039521.0,7833.0,1079043,8393 +2021-08-03,1039542.0,7833.0,1079043,8393 +2021-08-04,1039577.0,7833.0,1079043,8393 +2021-08-05,1039591.0,7833.0,1079043,8393 +2021-08-06,1039619.0,7840.0,1079043,8393 +2021-08-07,1039633.0,7840.0,1079043,8393 +2021-08-08,1039633.0,7840.0,1079043,8393 +2021-08-09,1039647.0,7840.0,1079043,8393 +2021-08-10,1039668.0,7840.0,1079043,8393 +2021-08-11,1039682.0,7840.0,1079043,8393 +2021-08-12,1039703.0,7840.0,1079043,8393 +2021-08-13,1039717.0,7840.0,1079043,8393 +2021-08-14,1039731.0,7840.0,1079043,8393 +2021-08-15,1039731.0,7840.0,1079043,8393 +2021-08-16,1039745.0,7840.0,1079043,8393 +2021-08-17,1039745.0,7840.0,1079043,8393 +2021-08-18,1039759.0,7840.0,1079043,8393 +2021-08-19,1039780.0,7840.0,1079043,8393 +2021-08-20,1039794.0,7840.0,1079043,8393 +2021-08-21,1039808.0,7847.0,1079043,8393 +2021-08-22,1039815.0,7847.0,1079043,8393 +2021-08-23,1039829.0,7847.0,1079043,8393 +2021-08-24,1039843.0,7847.0,1079043,8393 +2021-08-25,1039864.0,7847.0,1079043,8393 +2021-08-26,1039871.0,7847.0,1079043,8393 +2021-08-27,1039892.0,7847.0,1079043,8393 +2021-08-28,1039899.0,7847.0,1079043,8393 +2021-08-29,1039899.0,7847.0,1079043,8393 +2021-08-30,1039906.0,7847.0,1079043,8393 +2021-08-31,1039913.0,7847.0,1079043,8393 +2021-09-01,1039920.0,7847.0,1079043,8393 diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among shielding (aged 16-69) population by LD_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among shielding (aged 16-69) population by LD_tpp.csv index cb8c129..ebd4f6a 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among shielding (aged 16-69) population by LD_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among shielding (aged 16-69) population by LD_tpp.csv @@ -1,258 +1,271 @@ covid_vacc_date,no,yes,no_total,yes_total -2020-12-01,0.0,0.0,810187,26950 -2020-12-03,0.0,0.0,810187,26950 -2020-12-08,210.0,0.0,810187,26950 -2020-12-09,469.0,0.0,810187,26950 -2020-12-10,784.0,0.0,810187,26950 -2020-12-11,1085.0,0.0,810187,26950 -2020-12-12,1407.0,0.0,810187,26950 -2020-12-13,1582.0,0.0,810187,26950 -2020-12-14,1841.0,0.0,810187,26950 -2020-12-15,2289.0,0.0,810187,26950 -2020-12-16,2716.0,0.0,810187,26950 -2020-12-17,3255.0,0.0,810187,26950 -2020-12-18,3808.0,7.0,810187,26950 -2020-12-19,4242.0,7.0,810187,26950 -2020-12-20,4746.0,14.0,810187,26950 -2020-12-21,5453.0,14.0,810187,26950 -2020-12-22,6181.0,14.0,810187,26950 -2020-12-23,7042.0,21.0,810187,26950 -2020-12-24,7455.0,21.0,810187,26950 -2020-12-25,7455.0,21.0,810187,26950 -2020-12-26,7476.0,21.0,810187,26950 -2020-12-27,7560.0,21.0,810187,26950 -2020-12-28,7749.0,28.0,810187,26950 -2020-12-29,8225.0,35.0,810187,26950 -2020-12-30,9576.0,91.0,810187,26950 -2020-12-31,10794.0,175.0,810187,26950 -2021-01-01,11095.0,196.0,810187,26950 -2021-01-02,11396.0,217.0,810187,26950 -2021-01-03,11620.0,217.0,810187,26950 -2021-01-04,12110.0,224.0,810187,26950 -2021-01-05,13013.0,245.0,810187,26950 -2021-01-06,14203.0,273.0,810187,26950 -2021-01-07,16037.0,350.0,810187,26950 -2021-01-08,18186.0,462.0,810187,26950 -2021-01-09,20272.0,518.0,810187,26950 -2021-01-10,21259.0,539.0,810187,26950 -2021-01-11,22981.0,595.0,810187,26950 -2021-01-12,24969.0,721.0,810187,26950 -2021-01-13,27027.0,896.0,810187,26950 -2021-01-14,29456.0,1092.0,810187,26950 -2021-01-15,32844.0,1358.0,810187,26950 -2021-01-16,35630.0,1505.0,810187,26950 -2021-01-17,37317.0,1561.0,810187,26950 -2021-01-18,39193.0,1715.0,810187,26950 -2021-01-19,42210.0,1981.0,810187,26950 -2021-01-20,46389.0,2233.0,810187,26950 -2021-01-21,51912.0,2569.0,810187,26950 -2021-01-22,59563.0,3220.0,810187,26950 -2021-01-23,67795.0,3626.0,810187,26950 -2021-01-24,71869.0,3752.0,810187,26950 -2021-01-25,75516.0,3920.0,810187,26950 -2021-01-26,81018.0,4200.0,810187,26950 -2021-01-27,87304.0,4529.0,810187,26950 -2021-01-28,98658.0,4977.0,810187,26950 -2021-01-29,111643.0,5530.0,810187,26950 -2021-01-30,128534.0,5985.0,810187,26950 -2021-01-31,138439.0,6251.0,810187,26950 -2021-02-01,148736.0,6538.0,810187,26950 -2021-02-02,162330.0,6972.0,810187,26950 -2021-02-03,182679.0,7623.0,810187,26950 -2021-02-04,207130.0,8449.0,810187,26950 -2021-02-05,232575.0,9310.0,810187,26950 -2021-02-06,273252.0,10430.0,810187,26950 -2021-02-07,291501.0,10927.0,810187,26950 -2021-02-08,309211.0,11501.0,810187,26950 -2021-02-09,331632.0,12299.0,810187,26950 -2021-02-10,354956.0,13181.0,810187,26950 -2021-02-11,380814.0,14217.0,810187,26950 -2021-02-12,403305.0,15176.0,810187,26950 -2021-02-13,423864.0,15890.0,810187,26950 -2021-02-14,430808.0,16051.0,810187,26950 -2021-02-15,436919.0,16289.0,810187,26950 -2021-02-16,446593.0,16653.0,810187,26950 -2021-02-17,459291.0,17094.0,810187,26950 -2021-02-18,471590.0,17437.0,810187,26950 -2021-02-19,482321.0,17815.0,810187,26950 -2021-02-20,492940.0,18102.0,810187,26950 -2021-02-21,497371.0,18186.0,810187,26950 -2021-02-22,503286.0,18354.0,810187,26950 -2021-02-23,515375.0,18676.0,810187,26950 -2021-02-24,531489.0,19257.0,810187,26950 -2021-02-25,550928.0,19761.0,810187,26950 -2021-02-26,570430.0,20286.0,810187,26950 -2021-02-27,585494.0,20594.0,810187,26950 -2021-02-28,591367.0,20706.0,810187,26950 -2021-03-01,595896.0,20832.0,810187,26950 -2021-03-02,600551.0,20993.0,810187,26950 -2021-03-03,607593.0,21238.0,810187,26950 -2021-03-04,616756.0,21560.0,810187,26950 -2021-03-05,625464.0,21896.0,810187,26950 -2021-03-06,634627.0,22148.0,810187,26950 -2021-03-07,637315.0,22190.0,810187,26950 -2021-03-08,640241.0,22274.0,810187,26950 -2021-03-09,643510.0,22400.0,810187,26950 -2021-03-10,646646.0,22533.0,810187,26950 -2021-03-11,649215.0,22624.0,810187,26950 -2021-03-12,653261.0,22764.0,810187,26950 -2021-03-13,658273.0,22932.0,810187,26950 -2021-03-14,660429.0,22981.0,810187,26950 -2021-03-15,663411.0,23072.0,810187,26950 -2021-03-16,665987.0,23170.0,810187,26950 -2021-03-17,668633.0,23296.0,810187,26950 -2021-03-18,671090.0,23415.0,810187,26950 -2021-03-19,673757.0,23506.0,810187,26950 -2021-03-20,677124.0,23569.0,810187,26950 -2021-03-21,678363.0,23590.0,810187,26950 -2021-03-22,679868.0,23632.0,810187,26950 -2021-03-23,681527.0,23688.0,810187,26950 -2021-03-24,683501.0,23744.0,810187,26950 -2021-03-25,685412.0,23807.0,810187,26950 -2021-03-26,687638.0,23870.0,810187,26950 -2021-03-27,690074.0,23940.0,810187,26950 -2021-03-28,691243.0,23968.0,810187,26950 -2021-03-29,692447.0,24017.0,810187,26950 -2021-03-30,693602.0,24059.0,810187,26950 -2021-03-31,695037.0,24115.0,810187,26950 -2021-04-01,696087.0,24150.0,810187,26950 -2021-04-02,696549.0,24157.0,810187,26950 -2021-04-03,697004.0,24178.0,810187,26950 -2021-04-04,697214.0,24185.0,810187,26950 -2021-04-05,697368.0,24185.0,810187,26950 -2021-04-06,697795.0,24199.0,810187,26950 -2021-04-07,698453.0,24227.0,810187,26950 -2021-04-08,698999.0,24248.0,810187,26950 -2021-04-09,699678.0,24276.0,810187,26950 -2021-04-10,700336.0,24290.0,810187,26950 -2021-04-11,700595.0,24297.0,810187,26950 -2021-04-12,700875.0,24304.0,810187,26950 -2021-04-13,701176.0,24318.0,810187,26950 -2021-04-14,701505.0,24332.0,810187,26950 -2021-04-15,701876.0,24353.0,810187,26950 -2021-04-16,702254.0,24367.0,810187,26950 -2021-04-17,702611.0,24381.0,810187,26950 -2021-04-18,702807.0,24388.0,810187,26950 -2021-04-19,703003.0,24395.0,810187,26950 -2021-04-20,703262.0,24416.0,810187,26950 -2021-04-21,703570.0,24430.0,810187,26950 -2021-04-22,703885.0,24437.0,810187,26950 -2021-04-23,704228.0,24451.0,810187,26950 -2021-04-24,704613.0,24465.0,810187,26950 -2021-04-25,704802.0,24472.0,810187,26950 -2021-04-26,705040.0,24479.0,810187,26950 -2021-04-27,705348.0,24486.0,810187,26950 -2021-04-28,705677.0,24500.0,810187,26950 -2021-04-29,706048.0,24521.0,810187,26950 -2021-04-30,706398.0,24528.0,810187,26950 -2021-05-01,706685.0,24535.0,810187,26950 -2021-05-02,706832.0,24535.0,810187,26950 -2021-05-03,706916.0,24535.0,810187,26950 -2021-05-04,707098.0,24542.0,810187,26950 -2021-05-05,707357.0,24549.0,810187,26950 -2021-05-06,707700.0,24563.0,810187,26950 -2021-05-07,708022.0,24570.0,810187,26950 -2021-05-08,708302.0,24577.0,810187,26950 -2021-05-09,708442.0,24577.0,810187,26950 -2021-05-10,708638.0,24577.0,810187,26950 -2021-05-11,708988.0,24591.0,810187,26950 -2021-05-12,709485.0,24612.0,810187,26950 -2021-05-13,710003.0,24626.0,810187,26950 -2021-05-14,710514.0,24640.0,810187,26950 -2021-05-15,711039.0,24647.0,810187,26950 -2021-05-16,711298.0,24654.0,810187,26950 -2021-05-17,711543.0,24675.0,810187,26950 -2021-05-18,711949.0,24689.0,810187,26950 -2021-05-19,712488.0,24703.0,810187,26950 -2021-05-20,713027.0,24717.0,810187,26950 -2021-05-21,713489.0,24724.0,810187,26950 -2021-05-22,713832.0,24731.0,810187,26950 -2021-05-23,714028.0,24731.0,810187,26950 -2021-05-24,714224.0,24745.0,810187,26950 -2021-05-25,714567.0,24752.0,810187,26950 -2021-05-26,715043.0,24766.0,810187,26950 -2021-05-27,715505.0,24773.0,810187,26950 -2021-05-28,715925.0,24787.0,810187,26950 -2021-05-29,716289.0,24787.0,810187,26950 -2021-05-30,716499.0,24794.0,810187,26950 -2021-05-31,716625.0,24794.0,810187,26950 -2021-06-01,716779.0,24801.0,810187,26950 -2021-06-02,717059.0,24808.0,810187,26950 -2021-06-03,717353.0,24815.0,810187,26950 -2021-06-04,717598.0,24822.0,810187,26950 -2021-06-05,717948.0,24829.0,810187,26950 -2021-06-06,718158.0,24829.0,810187,26950 -2021-06-07,718361.0,24829.0,810187,26950 -2021-06-08,718592.0,24836.0,810187,26950 -2021-06-09,718921.0,24843.0,810187,26950 -2021-06-10,719222.0,24843.0,810187,26950 -2021-06-11,719523.0,24850.0,810187,26950 -2021-06-12,719915.0,24857.0,810187,26950 -2021-06-13,720090.0,24864.0,810187,26950 -2021-06-14,720251.0,24864.0,810187,26950 -2021-06-15,720461.0,24871.0,810187,26950 -2021-06-16,720741.0,24878.0,810187,26950 -2021-06-17,721070.0,24885.0,810187,26950 -2021-06-18,721392.0,24885.0,810187,26950 -2021-06-19,721791.0,24892.0,810187,26950 -2021-06-20,721945.0,24899.0,810187,26950 -2021-06-21,722113.0,24899.0,810187,26950 -2021-06-22,722379.0,24906.0,810187,26950 -2021-06-23,722638.0,24913.0,810187,26950 -2021-06-24,722925.0,24920.0,810187,26950 -2021-06-25,723233.0,24927.0,810187,26950 -2021-06-26,723632.0,24934.0,810187,26950 -2021-06-27,723828.0,24941.0,810187,26950 -2021-06-28,724010.0,24948.0,810187,26950 -2021-06-29,724234.0,24948.0,810187,26950 -2021-06-30,724521.0,24955.0,810187,26950 -2021-07-01,724794.0,24969.0,810187,26950 -2021-07-02,725004.0,24969.0,810187,26950 -2021-07-03,725277.0,24976.0,810187,26950 -2021-07-04,725389.0,24976.0,810187,26950 -2021-07-05,725543.0,24983.0,810187,26950 -2021-07-06,725739.0,24983.0,810187,26950 -2021-07-07,725956.0,24990.0,810187,26950 -2021-07-08,726194.0,25004.0,810187,26950 -2021-07-09,726446.0,25011.0,810187,26950 -2021-07-10,726719.0,25011.0,810187,26950 -2021-07-11,726838.0,25018.0,810187,26950 -2021-07-12,726964.0,25018.0,810187,26950 -2021-07-13,727125.0,25025.0,810187,26950 -2021-07-14,727328.0,25025.0,810187,26950 -2021-07-15,727573.0,25032.0,810187,26950 -2021-07-16,727783.0,25046.0,810187,26950 -2021-07-17,728028.0,25053.0,810187,26950 -2021-07-18,728126.0,25053.0,810187,26950 -2021-07-19,728224.0,25053.0,810187,26950 -2021-07-20,728336.0,25060.0,810187,26950 -2021-07-21,728476.0,25060.0,810187,26950 -2021-07-22,728644.0,25067.0,810187,26950 -2021-07-23,728791.0,25074.0,810187,26950 -2021-07-24,728959.0,25074.0,810187,26950 -2021-07-25,729043.0,25074.0,810187,26950 -2021-07-26,729155.0,25074.0,810187,26950 -2021-07-27,729274.0,25081.0,810187,26950 -2021-07-28,729400.0,25095.0,810187,26950 -2021-07-29,729554.0,25102.0,810187,26950 -2021-07-30,729673.0,25109.0,810187,26950 -2021-07-31,729834.0,25109.0,810187,26950 -2021-08-01,729911.0,25116.0,810187,26950 -2021-08-02,730009.0,25116.0,810187,26950 -2021-08-03,730149.0,25116.0,810187,26950 -2021-08-04,730289.0,25123.0,810187,26950 -2021-08-05,730415.0,25123.0,810187,26950 -2021-08-06,730541.0,25130.0,810187,26950 -2021-08-07,730716.0,25130.0,810187,26950 -2021-08-08,730779.0,25130.0,810187,26950 -2021-08-09,730863.0,25130.0,810187,26950 -2021-08-10,730982.0,25137.0,810187,26950 -2021-08-11,731108.0,25137.0,810187,26950 -2021-08-12,731241.0,25144.0,810187,26950 -2021-08-13,731360.0,25144.0,810187,26950 -2021-08-14,731479.0,25144.0,810187,26950 -2021-08-15,731542.0,25144.0,810187,26950 -2021-08-16,731626.0,25151.0,810187,26950 -2021-08-17,731724.0,25151.0,810187,26950 -2021-08-18,731843.0,25151.0,810187,26950 -2021-08-19,731850.0,25151.0,810187,26950 +2020-12-01,0.0,0.0,811986,26957 +2020-12-03,0.0,0.0,811986,26957 +2020-12-08,210.0,0.0,811986,26957 +2020-12-09,469.0,0.0,811986,26957 +2020-12-10,791.0,0.0,811986,26957 +2020-12-11,1099.0,0.0,811986,26957 +2020-12-12,1414.0,0.0,811986,26957 +2020-12-13,1589.0,0.0,811986,26957 +2020-12-14,1848.0,0.0,811986,26957 +2020-12-15,2303.0,0.0,811986,26957 +2020-12-16,2730.0,0.0,811986,26957 +2020-12-17,3269.0,0.0,811986,26957 +2020-12-18,3822.0,7.0,811986,26957 +2020-12-19,4256.0,7.0,811986,26957 +2020-12-20,4760.0,14.0,811986,26957 +2020-12-21,5467.0,14.0,811986,26957 +2020-12-22,6195.0,14.0,811986,26957 +2020-12-23,7063.0,21.0,811986,26957 +2020-12-24,7476.0,21.0,811986,26957 +2020-12-25,7476.0,21.0,811986,26957 +2020-12-26,7497.0,21.0,811986,26957 +2020-12-27,7581.0,21.0,811986,26957 +2020-12-28,7770.0,28.0,811986,26957 +2020-12-29,8239.0,35.0,811986,26957 +2020-12-30,9597.0,91.0,811986,26957 +2020-12-31,10822.0,175.0,811986,26957 +2021-01-01,11116.0,196.0,811986,26957 +2021-01-02,11417.0,210.0,811986,26957 +2021-01-03,11641.0,217.0,811986,26957 +2021-01-04,12131.0,224.0,811986,26957 +2021-01-05,13041.0,238.0,811986,26957 +2021-01-06,14231.0,266.0,811986,26957 +2021-01-07,16072.0,343.0,811986,26957 +2021-01-08,18221.0,462.0,811986,26957 +2021-01-09,20307.0,518.0,811986,26957 +2021-01-10,21294.0,539.0,811986,26957 +2021-01-11,23030.0,595.0,811986,26957 +2021-01-12,25018.0,714.0,811986,26957 +2021-01-13,27083.0,896.0,811986,26957 +2021-01-14,29526.0,1092.0,811986,26957 +2021-01-15,32921.0,1358.0,811986,26957 +2021-01-16,35721.0,1505.0,811986,26957 +2021-01-17,37415.0,1561.0,811986,26957 +2021-01-18,39298.0,1715.0,811986,26957 +2021-01-19,42315.0,1974.0,811986,26957 +2021-01-20,46494.0,2233.0,811986,26957 +2021-01-21,52024.0,2555.0,811986,26957 +2021-01-22,59689.0,3206.0,811986,26957 +2021-01-23,67914.0,3612.0,811986,26957 +2021-01-24,71988.0,3738.0,811986,26957 +2021-01-25,75635.0,3913.0,811986,26957 +2021-01-26,81123.0,4186.0,811986,26957 +2021-01-27,87402.0,4522.0,811986,26957 +2021-01-28,98756.0,4963.0,811986,26957 +2021-01-29,111713.0,5523.0,811986,26957 +2021-01-30,128632.0,5978.0,811986,26957 +2021-01-31,138586.0,6244.0,811986,26957 +2021-02-01,148883.0,6524.0,811986,26957 +2021-02-02,162470.0,6965.0,811986,26957 +2021-02-03,182819.0,7609.0,811986,26957 +2021-02-04,207263.0,8435.0,811986,26957 +2021-02-05,232680.0,9296.0,811986,26957 +2021-02-06,273329.0,10416.0,811986,26957 +2021-02-07,291571.0,10906.0,811986,26957 +2021-02-08,309267.0,11487.0,811986,26957 +2021-02-09,331681.0,12285.0,811986,26957 +2021-02-10,355019.0,13167.0,811986,26957 +2021-02-11,380891.0,14203.0,811986,26957 +2021-02-12,403417.0,15162.0,811986,26957 +2021-02-13,424004.0,15869.0,811986,26957 +2021-02-14,430990.0,16030.0,811986,26957 +2021-02-15,437108.0,16275.0,811986,26957 +2021-02-16,446831.0,16632.0,811986,26957 +2021-02-17,459585.0,17080.0,811986,26957 +2021-02-18,471947.0,17416.0,811986,26957 +2021-02-19,482713.0,17794.0,811986,26957 +2021-02-20,493381.0,18088.0,811986,26957 +2021-02-21,497826.0,18165.0,811986,26957 +2021-02-22,503776.0,18333.0,811986,26957 +2021-02-23,515893.0,18662.0,811986,26957 +2021-02-24,532042.0,19243.0,811986,26957 +2021-02-25,551523.0,19747.0,811986,26957 +2021-02-26,571060.0,20279.0,811986,26957 +2021-02-27,586173.0,20587.0,811986,26957 +2021-02-28,592053.0,20699.0,811986,26957 +2021-03-01,596589.0,20818.0,811986,26957 +2021-03-02,601251.0,20986.0,811986,26957 +2021-03-03,608328.0,21231.0,811986,26957 +2021-03-04,617519.0,21553.0,811986,26957 +2021-03-05,626269.0,21889.0,811986,26957 +2021-03-06,635474.0,22141.0,811986,26957 +2021-03-07,638169.0,22183.0,811986,26957 +2021-03-08,641109.0,22267.0,811986,26957 +2021-03-09,644392.0,22393.0,811986,26957 +2021-03-10,647535.0,22526.0,811986,26957 +2021-03-11,650111.0,22617.0,811986,26957 +2021-03-12,654178.0,22757.0,811986,26957 +2021-03-13,659232.0,22918.0,811986,26957 +2021-03-14,661402.0,22974.0,811986,26957 +2021-03-15,664405.0,23058.0,811986,26957 +2021-03-16,666995.0,23163.0,811986,26957 +2021-03-17,669655.0,23289.0,811986,26957 +2021-03-18,672133.0,23408.0,811986,26957 +2021-03-19,674821.0,23499.0,811986,26957 +2021-03-20,678223.0,23562.0,811986,26957 +2021-03-21,679476.0,23583.0,811986,26957 +2021-03-22,680995.0,23625.0,811986,26957 +2021-03-23,682668.0,23681.0,811986,26957 +2021-03-24,684649.0,23737.0,811986,26957 +2021-03-25,686574.0,23800.0,811986,26957 +2021-03-26,688814.0,23870.0,811986,26957 +2021-03-27,691271.0,23940.0,811986,26957 +2021-03-28,692447.0,23961.0,811986,26957 +2021-03-29,693658.0,24010.0,811986,26957 +2021-03-30,694820.0,24052.0,811986,26957 +2021-03-31,696262.0,24108.0,811986,26957 +2021-04-01,697319.0,24143.0,811986,26957 +2021-04-02,697781.0,24157.0,811986,26957 +2021-04-03,698243.0,24178.0,811986,26957 +2021-04-04,698446.0,24178.0,811986,26957 +2021-04-05,698607.0,24185.0,811986,26957 +2021-04-06,699034.0,24199.0,811986,26957 +2021-04-07,699692.0,24227.0,811986,26957 +2021-04-08,700238.0,24241.0,811986,26957 +2021-04-09,700924.0,24276.0,811986,26957 +2021-04-10,701582.0,24290.0,811986,26957 +2021-04-11,701848.0,24297.0,811986,26957 +2021-04-12,702128.0,24304.0,811986,26957 +2021-04-13,702429.0,24318.0,811986,26957 +2021-04-14,702758.0,24332.0,811986,26957 +2021-04-15,703136.0,24353.0,811986,26957 +2021-04-16,703514.0,24367.0,811986,26957 +2021-04-17,703871.0,24374.0,811986,26957 +2021-04-18,704067.0,24388.0,811986,26957 +2021-04-19,704263.0,24395.0,811986,26957 +2021-04-20,704522.0,24409.0,811986,26957 +2021-04-21,704830.0,24430.0,811986,26957 +2021-04-22,705145.0,24437.0,811986,26957 +2021-04-23,705495.0,24444.0,811986,26957 +2021-04-24,705880.0,24458.0,811986,26957 +2021-04-25,706069.0,24465.0,811986,26957 +2021-04-26,706314.0,24472.0,811986,26957 +2021-04-27,706622.0,24479.0,811986,26957 +2021-04-28,706958.0,24500.0,811986,26957 +2021-04-29,707336.0,24514.0,811986,26957 +2021-04-30,707693.0,24528.0,811986,26957 +2021-05-01,707980.0,24528.0,811986,26957 +2021-05-02,708127.0,24535.0,811986,26957 +2021-05-03,708211.0,24535.0,811986,26957 +2021-05-04,708393.0,24535.0,811986,26957 +2021-05-05,708652.0,24549.0,811986,26957 +2021-05-06,709002.0,24563.0,811986,26957 +2021-05-07,709317.0,24570.0,811986,26957 +2021-05-08,709597.0,24577.0,811986,26957 +2021-05-09,709744.0,24577.0,811986,26957 +2021-05-10,709940.0,24577.0,811986,26957 +2021-05-11,710290.0,24591.0,811986,26957 +2021-05-12,710787.0,24612.0,811986,26957 +2021-05-13,711312.0,24626.0,811986,26957 +2021-05-14,711830.0,24640.0,811986,26957 +2021-05-15,712362.0,24647.0,811986,26957 +2021-05-16,712621.0,24654.0,811986,26957 +2021-05-17,712859.0,24675.0,811986,26957 +2021-05-18,713272.0,24689.0,811986,26957 +2021-05-19,713818.0,24703.0,811986,26957 +2021-05-20,714357.0,24717.0,811986,26957 +2021-05-21,714819.0,24724.0,811986,26957 +2021-05-22,715169.0,24731.0,811986,26957 +2021-05-23,715358.0,24731.0,811986,26957 +2021-05-24,715568.0,24738.0,811986,26957 +2021-05-25,715911.0,24745.0,811986,26957 +2021-05-26,716387.0,24759.0,811986,26957 +2021-05-27,716863.0,24773.0,811986,26957 +2021-05-28,717283.0,24780.0,811986,26957 +2021-05-29,717640.0,24787.0,811986,26957 +2021-05-30,717850.0,24794.0,811986,26957 +2021-05-31,717990.0,24794.0,811986,26957 +2021-06-01,718144.0,24801.0,811986,26957 +2021-06-02,718424.0,24801.0,811986,26957 +2021-06-03,718718.0,24815.0,811986,26957 +2021-06-04,718963.0,24822.0,811986,26957 +2021-06-05,719320.0,24822.0,811986,26957 +2021-06-06,719530.0,24829.0,811986,26957 +2021-06-07,719733.0,24829.0,811986,26957 +2021-06-08,719964.0,24836.0,811986,26957 +2021-06-09,720300.0,24843.0,811986,26957 +2021-06-10,720601.0,24843.0,811986,26957 +2021-06-11,720909.0,24850.0,811986,26957 +2021-06-12,721301.0,24857.0,811986,26957 +2021-06-13,721476.0,24857.0,811986,26957 +2021-06-14,721637.0,24864.0,811986,26957 +2021-06-15,721861.0,24871.0,811986,26957 +2021-06-16,722134.0,24878.0,811986,26957 +2021-06-17,722470.0,24885.0,811986,26957 +2021-06-18,722799.0,24885.0,811986,26957 +2021-06-19,723198.0,24892.0,811986,26957 +2021-06-20,723352.0,24899.0,811986,26957 +2021-06-21,723520.0,24899.0,811986,26957 +2021-06-22,723793.0,24906.0,811986,26957 +2021-06-23,724045.0,24913.0,811986,26957 +2021-06-24,724339.0,24920.0,811986,26957 +2021-06-25,724654.0,24927.0,811986,26957 +2021-06-26,725053.0,24934.0,811986,26957 +2021-06-27,725256.0,24934.0,811986,26957 +2021-06-28,725438.0,24941.0,811986,26957 +2021-06-29,725669.0,24948.0,811986,26957 +2021-06-30,725949.0,24955.0,811986,26957 +2021-07-01,726222.0,24969.0,811986,26957 +2021-07-02,726439.0,24969.0,811986,26957 +2021-07-03,726705.0,24976.0,811986,26957 +2021-07-04,726824.0,24976.0,811986,26957 +2021-07-05,726978.0,24983.0,811986,26957 +2021-07-06,727174.0,24983.0,811986,26957 +2021-07-07,727391.0,24990.0,811986,26957 +2021-07-08,727636.0,25004.0,811986,26957 +2021-07-09,727895.0,25004.0,811986,26957 +2021-07-10,728161.0,25011.0,811986,26957 +2021-07-11,728287.0,25018.0,811986,26957 +2021-07-12,728406.0,25018.0,811986,26957 +2021-07-13,728574.0,25018.0,811986,26957 +2021-07-14,728777.0,25025.0,811986,26957 +2021-07-15,729029.0,25032.0,811986,26957 +2021-07-16,729232.0,25046.0,811986,26957 +2021-07-17,729484.0,25053.0,811986,26957 +2021-07-18,729575.0,25053.0,811986,26957 +2021-07-19,729680.0,25053.0,811986,26957 +2021-07-20,729792.0,25060.0,811986,26957 +2021-07-21,729932.0,25060.0,811986,26957 +2021-07-22,730100.0,25067.0,811986,26957 +2021-07-23,730247.0,25067.0,811986,26957 +2021-07-24,730415.0,25074.0,811986,26957 +2021-07-25,730506.0,25074.0,811986,26957 +2021-07-26,730611.0,25074.0,811986,26957 +2021-07-27,730730.0,25081.0,811986,26957 +2021-07-28,730856.0,25095.0,811986,26957 +2021-07-29,731017.0,25102.0,811986,26957 +2021-07-30,731136.0,25109.0,811986,26957 +2021-07-31,731297.0,25109.0,811986,26957 +2021-08-01,731381.0,25109.0,811986,26957 +2021-08-02,731472.0,25109.0,811986,26957 +2021-08-03,731612.0,25116.0,811986,26957 +2021-08-04,731759.0,25123.0,811986,26957 +2021-08-05,731878.0,25123.0,811986,26957 +2021-08-06,732011.0,25123.0,811986,26957 +2021-08-07,732179.0,25130.0,811986,26957 +2021-08-08,732249.0,25130.0,811986,26957 +2021-08-09,732333.0,25130.0,811986,26957 +2021-08-10,732452.0,25130.0,811986,26957 +2021-08-11,732578.0,25137.0,811986,26957 +2021-08-12,732711.0,25137.0,811986,26957 +2021-08-13,732830.0,25144.0,811986,26957 +2021-08-14,732956.0,25144.0,811986,26957 +2021-08-15,733019.0,25144.0,811986,26957 +2021-08-16,733110.0,25151.0,811986,26957 +2021-08-17,733208.0,25151.0,811986,26957 +2021-08-18,733334.0,25151.0,811986,26957 +2021-08-19,733453.0,25158.0,811986,26957 +2021-08-20,733579.0,25158.0,811986,26957 +2021-08-21,733698.0,25165.0,811986,26957 +2021-08-22,733747.0,25165.0,811986,26957 +2021-08-23,733824.0,25165.0,811986,26957 +2021-08-24,733936.0,25172.0,811986,26957 +2021-08-25,734069.0,25179.0,811986,26957 +2021-08-26,734181.0,25186.0,811986,26957 +2021-08-27,734314.0,25186.0,811986,26957 +2021-08-28,734391.0,25186.0,811986,26957 +2021-08-29,734447.0,25186.0,811986,26957 +2021-08-30,734482.0,25193.0,811986,26957 +2021-08-31,734566.0,25193.0,811986,26957 +2021-09-01,734636.0,25193.0,811986,26957 diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among shielding (aged 16-69) population by ethnicity 6 groups_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among shielding (aged 16-69) population by ethnicity 6 groups_tpp.csv index 7c9ecaf..ffee34f 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among shielding (aged 16-69) population by ethnicity 6 groups_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among shielding (aged 16-69) population by ethnicity 6 groups_tpp.csv @@ -1,258 +1,271 @@ covid_vacc_date,Black,Mixed,Other,South Asian,Unknown,White,Black_total,Mixed_total,Other_total,South Asian_total,Unknown_total,White_total -2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,44688,14434,18298,108500,29862,621348 -2020-12-03,0.0,0.0,0.0,0.0,0.0,0.0,44688,14434,18298,108500,29862,621348 -2020-12-08,0.0,7.0,7.0,14.0,0.0,168.0,44688,14434,18298,108500,29862,621348 -2020-12-09,14.0,14.0,14.0,42.0,14.0,371.0,44688,14434,18298,108500,29862,621348 -2020-12-10,28.0,14.0,21.0,63.0,21.0,623.0,44688,14434,18298,108500,29862,621348 -2020-12-11,49.0,21.0,28.0,98.0,35.0,861.0,44688,14434,18298,108500,29862,621348 -2020-12-12,56.0,28.0,35.0,140.0,35.0,1113.0,44688,14434,18298,108500,29862,621348 -2020-12-13,63.0,28.0,42.0,168.0,42.0,1239.0,44688,14434,18298,108500,29862,621348 -2020-12-14,63.0,35.0,49.0,203.0,49.0,1442.0,44688,14434,18298,108500,29862,621348 -2020-12-15,77.0,35.0,56.0,252.0,56.0,1813.0,44688,14434,18298,108500,29862,621348 -2020-12-16,98.0,42.0,56.0,294.0,77.0,2156.0,44688,14434,18298,108500,29862,621348 -2020-12-17,126.0,49.0,63.0,364.0,91.0,2562.0,44688,14434,18298,108500,29862,621348 -2020-12-18,147.0,63.0,77.0,427.0,112.0,2996.0,44688,14434,18298,108500,29862,621348 -2020-12-19,168.0,70.0,84.0,490.0,119.0,3318.0,44688,14434,18298,108500,29862,621348 -2020-12-20,189.0,77.0,98.0,574.0,133.0,3682.0,44688,14434,18298,108500,29862,621348 -2020-12-21,217.0,91.0,119.0,679.0,154.0,4207.0,44688,14434,18298,108500,29862,621348 -2020-12-22,252.0,105.0,133.0,805.0,168.0,4732.0,44688,14434,18298,108500,29862,621348 -2020-12-23,301.0,112.0,154.0,924.0,196.0,5376.0,44688,14434,18298,108500,29862,621348 -2020-12-24,308.0,126.0,175.0,1001.0,210.0,5670.0,44688,14434,18298,108500,29862,621348 -2020-12-25,308.0,126.0,175.0,1001.0,210.0,5670.0,44688,14434,18298,108500,29862,621348 -2020-12-26,308.0,126.0,175.0,1008.0,210.0,5677.0,44688,14434,18298,108500,29862,621348 -2020-12-27,308.0,126.0,175.0,1015.0,217.0,5740.0,44688,14434,18298,108500,29862,621348 -2020-12-28,322.0,133.0,182.0,1050.0,224.0,5873.0,44688,14434,18298,108500,29862,621348 -2020-12-29,343.0,147.0,189.0,1127.0,238.0,6216.0,44688,14434,18298,108500,29862,621348 -2020-12-30,392.0,168.0,231.0,1316.0,273.0,7294.0,44688,14434,18298,108500,29862,621348 -2020-12-31,434.0,182.0,259.0,1470.0,322.0,8309.0,44688,14434,18298,108500,29862,621348 -2021-01-01,448.0,189.0,266.0,1505.0,329.0,8561.0,44688,14434,18298,108500,29862,621348 -2021-01-02,455.0,196.0,273.0,1554.0,336.0,8799.0,44688,14434,18298,108500,29862,621348 -2021-01-03,469.0,210.0,287.0,1582.0,343.0,8946.0,44688,14434,18298,108500,29862,621348 -2021-01-04,504.0,217.0,301.0,1645.0,357.0,9317.0,44688,14434,18298,108500,29862,621348 -2021-01-05,560.0,231.0,329.0,1771.0,392.0,9975.0,44688,14434,18298,108500,29862,621348 -2021-01-06,609.0,252.0,378.0,1932.0,434.0,10878.0,44688,14434,18298,108500,29862,621348 -2021-01-07,707.0,287.0,420.0,2261.0,490.0,12215.0,44688,14434,18298,108500,29862,621348 -2021-01-08,819.0,315.0,476.0,2618.0,553.0,13867.0,44688,14434,18298,108500,29862,621348 -2021-01-09,952.0,357.0,518.0,2842.0,630.0,15491.0,44688,14434,18298,108500,29862,621348 -2021-01-10,1001.0,371.0,539.0,2968.0,658.0,16254.0,44688,14434,18298,108500,29862,621348 -2021-01-11,1099.0,399.0,574.0,3143.0,700.0,17654.0,44688,14434,18298,108500,29862,621348 -2021-01-12,1239.0,441.0,616.0,3353.0,763.0,19278.0,44688,14434,18298,108500,29862,621348 -2021-01-13,1386.0,483.0,665.0,3612.0,847.0,20923.0,44688,14434,18298,108500,29862,621348 -2021-01-14,1547.0,532.0,714.0,3871.0,924.0,22960.0,44688,14434,18298,108500,29862,621348 -2021-01-15,1764.0,595.0,777.0,4193.0,1029.0,25844.0,44688,14434,18298,108500,29862,621348 -2021-01-16,1911.0,651.0,805.0,4515.0,1120.0,28140.0,44688,14434,18298,108500,29862,621348 -2021-01-17,2023.0,686.0,833.0,4683.0,1176.0,29477.0,44688,14434,18298,108500,29862,621348 -2021-01-18,2163.0,728.0,868.0,4879.0,1246.0,31017.0,44688,14434,18298,108500,29862,621348 -2021-01-19,2394.0,784.0,924.0,5236.0,1337.0,33509.0,44688,14434,18298,108500,29862,621348 -2021-01-20,2660.0,868.0,1001.0,5761.0,1435.0,36897.0,44688,14434,18298,108500,29862,621348 -2021-01-21,2968.0,966.0,1078.0,6272.0,1582.0,41608.0,44688,14434,18298,108500,29862,621348 -2021-01-22,3311.0,1071.0,1176.0,6902.0,1785.0,48538.0,44688,14434,18298,108500,29862,621348 -2021-01-23,3605.0,1225.0,1295.0,7497.0,1995.0,55811.0,44688,14434,18298,108500,29862,621348 -2021-01-24,3787.0,1274.0,1351.0,7861.0,2072.0,59276.0,44688,14434,18298,108500,29862,621348 -2021-01-25,4011.0,1323.0,1449.0,8309.0,2163.0,62181.0,44688,14434,18298,108500,29862,621348 -2021-01-26,4235.0,1414.0,1540.0,8883.0,2296.0,66850.0,44688,14434,18298,108500,29862,621348 -2021-01-27,4515.0,1498.0,1708.0,9478.0,2436.0,72198.0,44688,14434,18298,108500,29862,621348 -2021-01-28,4921.0,1645.0,1848.0,10521.0,2653.0,82054.0,44688,14434,18298,108500,29862,621348 -2021-01-29,5327.0,1799.0,2051.0,11494.0,2968.0,93534.0,44688,14434,18298,108500,29862,621348 -2021-01-30,5656.0,1953.0,2254.0,12621.0,3325.0,108710.0,44688,14434,18298,108500,29862,621348 -2021-01-31,5901.0,2058.0,2401.0,13615.0,3514.0,117208.0,44688,14434,18298,108500,29862,621348 -2021-02-01,6167.0,2170.0,2555.0,14469.0,3703.0,126210.0,44688,14434,18298,108500,29862,621348 -2021-02-02,6566.0,2317.0,2800.0,15540.0,3969.0,138117.0,44688,14434,18298,108500,29862,621348 -2021-02-03,7007.0,2499.0,3017.0,16786.0,4368.0,156625.0,44688,14434,18298,108500,29862,621348 -2021-02-04,7630.0,2765.0,3311.0,18431.0,4851.0,178598.0,44688,14434,18298,108500,29862,621348 -2021-02-05,8330.0,3031.0,3689.0,20097.0,5397.0,201348.0,44688,14434,18298,108500,29862,621348 -2021-02-06,8974.0,3367.0,4025.0,22015.0,6377.0,238924.0,44688,14434,18298,108500,29862,621348 -2021-02-07,9247.0,3514.0,4228.0,23156.0,6811.0,255472.0,44688,14434,18298,108500,29862,621348 -2021-02-08,9709.0,3724.0,4424.0,24346.0,7154.0,271355.0,44688,14434,18298,108500,29862,621348 -2021-02-09,10164.0,3941.0,4634.0,25557.0,7693.0,291935.0,44688,14434,18298,108500,29862,621348 -2021-02-10,10717.0,4179.0,4907.0,27174.0,8260.0,312893.0,44688,14434,18298,108500,29862,621348 -2021-02-11,11431.0,4459.0,5201.0,29015.0,8925.0,335993.0,44688,14434,18298,108500,29862,621348 -2021-02-12,12152.0,4725.0,5516.0,30583.0,9569.0,355936.0,44688,14434,18298,108500,29862,621348 -2021-02-13,12691.0,4956.0,5761.0,31941.0,10115.0,374290.0,44688,14434,18298,108500,29862,621348 -2021-02-14,12943.0,5040.0,5887.0,32683.0,10367.0,379939.0,44688,14434,18298,108500,29862,621348 -2021-02-15,13223.0,5117.0,5999.0,33474.0,10612.0,384783.0,44688,14434,18298,108500,29862,621348 -2021-02-16,13685.0,5285.0,6237.0,34923.0,11095.0,392021.0,44688,14434,18298,108500,29862,621348 -2021-02-17,14259.0,5502.0,6545.0,36827.0,11837.0,401422.0,44688,14434,18298,108500,29862,621348 -2021-02-18,14833.0,5740.0,6818.0,38696.0,12558.0,410375.0,44688,14434,18298,108500,29862,621348 -2021-02-19,15358.0,5915.0,7112.0,40397.0,13230.0,418124.0,44688,14434,18298,108500,29862,621348 -2021-02-20,15841.0,6090.0,7329.0,41860.0,13937.0,425992.0,44688,14434,18298,108500,29862,621348 -2021-02-21,16107.0,6167.0,7455.0,42868.0,14175.0,428785.0,44688,14434,18298,108500,29862,621348 -2021-02-22,16471.0,6286.0,7595.0,44142.0,14539.0,432614.0,44688,14434,18298,108500,29862,621348 -2021-02-23,17178.0,6510.0,7966.0,46256.0,15337.0,440811.0,44688,14434,18298,108500,29862,621348 -2021-02-24,17962.0,6818.0,8400.0,49084.0,16387.0,452102.0,44688,14434,18298,108500,29862,621348 -2021-02-25,19040.0,7175.0,8904.0,52976.0,17549.0,465045.0,44688,14434,18298,108500,29862,621348 -2021-02-26,20181.0,7574.0,9401.0,56665.0,18760.0,478128.0,44688,14434,18298,108500,29862,621348 -2021-02-27,21063.0,7882.0,9793.0,59598.0,19614.0,488138.0,44688,14434,18298,108500,29862,621348 -2021-02-28,21364.0,8015.0,9968.0,61117.0,19957.0,491645.0,44688,14434,18298,108500,29862,621348 -2021-03-01,21644.0,8113.0,10115.0,62069.0,20251.0,494536.0,44688,14434,18298,108500,29862,621348 -2021-03-02,21938.0,8204.0,10276.0,63105.0,20524.0,497504.0,44688,14434,18298,108500,29862,621348 -2021-03-03,22442.0,8358.0,10500.0,64820.0,20930.0,501788.0,44688,14434,18298,108500,29862,621348 -2021-03-04,23009.0,8526.0,10759.0,66976.0,21434.0,507598.0,44688,14434,18298,108500,29862,621348 -2021-03-05,23569.0,8729.0,11004.0,68831.0,21896.0,513331.0,44688,14434,18298,108500,29862,621348 -2021-03-06,24143.0,8932.0,11312.0,70651.0,22351.0,519386.0,44688,14434,18298,108500,29862,621348 -2021-03-07,24325.0,9002.0,11396.0,71337.0,22477.0,520975.0,44688,14434,18298,108500,29862,621348 -2021-03-08,24514.0,9072.0,11494.0,71995.0,22610.0,522830.0,44688,14434,18298,108500,29862,621348 -2021-03-09,24815.0,9149.0,11606.0,72779.0,22778.0,524790.0,44688,14434,18298,108500,29862,621348 -2021-03-10,25081.0,9219.0,11711.0,73542.0,22890.0,526736.0,44688,14434,18298,108500,29862,621348 -2021-03-11,25270.0,9282.0,11788.0,74235.0,23009.0,528255.0,44688,14434,18298,108500,29862,621348 -2021-03-12,25641.0,9373.0,11935.0,75089.0,23170.0,530810.0,44688,14434,18298,108500,29862,621348 -2021-03-13,26026.0,9499.0,12096.0,76230.0,23387.0,533967.0,44688,14434,18298,108500,29862,621348 -2021-03-14,26180.0,9534.0,12159.0,76769.0,23478.0,535283.0,44688,14434,18298,108500,29862,621348 -2021-03-15,26418.0,9604.0,12243.0,77490.0,23639.0,537089.0,44688,14434,18298,108500,29862,621348 -2021-03-16,26614.0,9667.0,12299.0,78120.0,23744.0,538720.0,44688,14434,18298,108500,29862,621348 -2021-03-17,26845.0,9716.0,12376.0,78862.0,23870.0,540253.0,44688,14434,18298,108500,29862,621348 -2021-03-18,27041.0,9786.0,12453.0,79338.0,23975.0,541912.0,44688,14434,18298,108500,29862,621348 -2021-03-19,27244.0,9849.0,12523.0,79940.0,24101.0,543613.0,44688,14434,18298,108500,29862,621348 -2021-03-20,27482.0,9926.0,12614.0,80528.0,24262.0,545874.0,44688,14434,18298,108500,29862,621348 -2021-03-21,27559.0,9961.0,12649.0,80801.0,24332.0,546644.0,44688,14434,18298,108500,29862,621348 -2021-03-22,27692.0,9996.0,12712.0,81158.0,24395.0,547561.0,44688,14434,18298,108500,29862,621348 -2021-03-23,27874.0,10031.0,12775.0,81564.0,24465.0,548513.0,44688,14434,18298,108500,29862,621348 -2021-03-24,28084.0,10073.0,12838.0,82124.0,24556.0,549563.0,44688,14434,18298,108500,29862,621348 -2021-03-25,28329.0,10136.0,12901.0,82593.0,24626.0,550634.0,44688,14434,18298,108500,29862,621348 -2021-03-26,28567.0,10192.0,12964.0,83202.0,24717.0,551873.0,44688,14434,18298,108500,29862,621348 -2021-03-27,28819.0,10262.0,13027.0,83783.0,24843.0,553280.0,44688,14434,18298,108500,29862,621348 -2021-03-28,28938.0,10290.0,13069.0,84042.0,24899.0,553973.0,44688,14434,18298,108500,29862,621348 -2021-03-29,29071.0,10325.0,13111.0,84343.0,24948.0,554659.0,44688,14434,18298,108500,29862,621348 -2021-03-30,29204.0,10346.0,13160.0,84623.0,24990.0,555324.0,44688,14434,18298,108500,29862,621348 -2021-03-31,29372.0,10402.0,13216.0,84973.0,25053.0,556129.0,44688,14434,18298,108500,29862,621348 -2021-04-01,29498.0,10430.0,13251.0,85260.0,25088.0,556710.0,44688,14434,18298,108500,29862,621348 -2021-04-02,29568.0,10444.0,13272.0,85344.0,25102.0,556983.0,44688,14434,18298,108500,29862,621348 -2021-04-03,29624.0,10451.0,13279.0,85421.0,25123.0,557284.0,44688,14434,18298,108500,29862,621348 -2021-04-04,29638.0,10458.0,13286.0,85484.0,25130.0,557389.0,44688,14434,18298,108500,29862,621348 -2021-04-05,29659.0,10458.0,13293.0,85533.0,25137.0,557473.0,44688,14434,18298,108500,29862,621348 -2021-04-06,29701.0,10472.0,13314.0,85673.0,25151.0,557683.0,44688,14434,18298,108500,29862,621348 -2021-04-07,29764.0,10493.0,13342.0,85890.0,25179.0,558005.0,44688,14434,18298,108500,29862,621348 -2021-04-08,29827.0,10507.0,13356.0,86044.0,25200.0,558306.0,44688,14434,18298,108500,29862,621348 -2021-04-09,29897.0,10535.0,13377.0,86254.0,25221.0,558677.0,44688,14434,18298,108500,29862,621348 -2021-04-10,29967.0,10549.0,13398.0,86422.0,25249.0,559041.0,44688,14434,18298,108500,29862,621348 -2021-04-11,29995.0,10563.0,13412.0,86492.0,25256.0,559181.0,44688,14434,18298,108500,29862,621348 -2021-04-12,30030.0,10570.0,13426.0,86548.0,25270.0,559342.0,44688,14434,18298,108500,29862,621348 -2021-04-13,30058.0,10577.0,13440.0,86625.0,25277.0,559517.0,44688,14434,18298,108500,29862,621348 -2021-04-14,30100.0,10584.0,13461.0,86674.0,25291.0,559727.0,44688,14434,18298,108500,29862,621348 -2021-04-15,30135.0,10598.0,13475.0,86744.0,25305.0,559972.0,44688,14434,18298,108500,29862,621348 -2021-04-16,30163.0,10605.0,13482.0,86814.0,25312.0,560238.0,44688,14434,18298,108500,29862,621348 -2021-04-17,30205.0,10612.0,13503.0,86884.0,25326.0,560462.0,44688,14434,18298,108500,29862,621348 -2021-04-18,30219.0,10619.0,13503.0,86933.0,25333.0,560588.0,44688,14434,18298,108500,29862,621348 -2021-04-19,30247.0,10619.0,13510.0,86961.0,25340.0,560721.0,44688,14434,18298,108500,29862,621348 -2021-04-20,30268.0,10626.0,13524.0,87010.0,25347.0,560896.0,44688,14434,18298,108500,29862,621348 -2021-04-21,30296.0,10626.0,13531.0,87087.0,25354.0,561099.0,44688,14434,18298,108500,29862,621348 -2021-04-22,30331.0,10633.0,13545.0,87143.0,25368.0,561309.0,44688,14434,18298,108500,29862,621348 -2021-04-23,30359.0,10640.0,13559.0,87192.0,25375.0,561547.0,44688,14434,18298,108500,29862,621348 -2021-04-24,30401.0,10661.0,13573.0,87255.0,25389.0,561792.0,44688,14434,18298,108500,29862,621348 -2021-04-25,30408.0,10668.0,13573.0,87297.0,25389.0,561932.0,44688,14434,18298,108500,29862,621348 -2021-04-26,30436.0,10675.0,13587.0,87339.0,25403.0,562079.0,44688,14434,18298,108500,29862,621348 -2021-04-27,30464.0,10675.0,13594.0,87395.0,25417.0,562289.0,44688,14434,18298,108500,29862,621348 -2021-04-28,30492.0,10682.0,13601.0,87451.0,25431.0,562513.0,44688,14434,18298,108500,29862,621348 -2021-04-29,30527.0,10689.0,13615.0,87521.0,25445.0,562772.0,44688,14434,18298,108500,29862,621348 -2021-04-30,30541.0,10703.0,13622.0,87619.0,25452.0,562989.0,44688,14434,18298,108500,29862,621348 -2021-05-01,30569.0,10710.0,13629.0,87668.0,25459.0,563171.0,44688,14434,18298,108500,29862,621348 -2021-05-02,30590.0,10717.0,13643.0,87710.0,25466.0,563241.0,44688,14434,18298,108500,29862,621348 -2021-05-03,30597.0,10717.0,13643.0,87738.0,25466.0,563290.0,44688,14434,18298,108500,29862,621348 -2021-05-04,30625.0,10724.0,13650.0,87773.0,25473.0,563395.0,44688,14434,18298,108500,29862,621348 -2021-05-05,30646.0,10724.0,13657.0,87822.0,25480.0,563570.0,44688,14434,18298,108500,29862,621348 -2021-05-06,30688.0,10738.0,13678.0,87892.0,25494.0,563787.0,44688,14434,18298,108500,29862,621348 -2021-05-07,30723.0,10738.0,13692.0,87962.0,25508.0,563962.0,44688,14434,18298,108500,29862,621348 -2021-05-08,30751.0,10745.0,13706.0,88011.0,25515.0,564137.0,44688,14434,18298,108500,29862,621348 -2021-05-09,30765.0,10752.0,13713.0,88046.0,25522.0,564221.0,44688,14434,18298,108500,29862,621348 -2021-05-10,30786.0,10759.0,13727.0,88102.0,25529.0,564319.0,44688,14434,18298,108500,29862,621348 -2021-05-11,30828.0,10759.0,13741.0,88200.0,25536.0,564508.0,44688,14434,18298,108500,29862,621348 -2021-05-12,30863.0,10780.0,13769.0,88305.0,25550.0,564830.0,44688,14434,18298,108500,29862,621348 -2021-05-13,30912.0,10794.0,13783.0,88424.0,25564.0,565152.0,44688,14434,18298,108500,29862,621348 -2021-05-14,30968.0,10808.0,13811.0,88564.0,25585.0,565411.0,44688,14434,18298,108500,29862,621348 -2021-05-15,31017.0,10829.0,13832.0,88711.0,25606.0,565705.0,44688,14434,18298,108500,29862,621348 -2021-05-16,31052.0,10836.0,13839.0,88795.0,25613.0,565824.0,44688,14434,18298,108500,29862,621348 -2021-05-17,31073.0,10836.0,13853.0,88886.0,25620.0,565943.0,44688,14434,18298,108500,29862,621348 -2021-05-18,31115.0,10850.0,13867.0,89026.0,25634.0,566146.0,44688,14434,18298,108500,29862,621348 -2021-05-19,31157.0,10864.0,13902.0,89201.0,25655.0,566419.0,44688,14434,18298,108500,29862,621348 -2021-05-20,31220.0,10871.0,13937.0,89369.0,25669.0,566678.0,44688,14434,18298,108500,29862,621348 -2021-05-21,31276.0,10885.0,13958.0,89516.0,25683.0,566895.0,44688,14434,18298,108500,29862,621348 -2021-05-22,31311.0,10892.0,13972.0,89621.0,25697.0,567070.0,44688,14434,18298,108500,29862,621348 -2021-05-23,31332.0,10899.0,13979.0,89677.0,25704.0,567168.0,44688,14434,18298,108500,29862,621348 -2021-05-24,31346.0,10906.0,13986.0,89754.0,25711.0,567259.0,44688,14434,18298,108500,29862,621348 -2021-05-25,31388.0,10913.0,14007.0,89859.0,25718.0,567434.0,44688,14434,18298,108500,29862,621348 -2021-05-26,31437.0,10927.0,14035.0,90006.0,25732.0,567665.0,44688,14434,18298,108500,29862,621348 -2021-05-27,31493.0,10941.0,14056.0,90153.0,25753.0,567882.0,44688,14434,18298,108500,29862,621348 -2021-05-28,31535.0,10955.0,14077.0,90293.0,25767.0,568085.0,44688,14434,18298,108500,29862,621348 -2021-05-29,31591.0,10969.0,14091.0,90440.0,25781.0,568211.0,44688,14434,18298,108500,29862,621348 -2021-05-30,31605.0,10969.0,14098.0,90531.0,25795.0,568288.0,44688,14434,18298,108500,29862,621348 -2021-05-31,31619.0,10976.0,14105.0,90580.0,25802.0,568337.0,44688,14434,18298,108500,29862,621348 -2021-06-01,31640.0,10976.0,14119.0,90636.0,25809.0,568400.0,44688,14434,18298,108500,29862,621348 -2021-06-02,31668.0,10990.0,14140.0,90734.0,25816.0,568526.0,44688,14434,18298,108500,29862,621348 -2021-06-03,31696.0,10990.0,14154.0,90839.0,25830.0,568659.0,44688,14434,18298,108500,29862,621348 -2021-06-04,31731.0,10997.0,14161.0,90909.0,25837.0,568785.0,44688,14434,18298,108500,29862,621348 -2021-06-05,31773.0,11011.0,14175.0,91028.0,25851.0,568939.0,44688,14434,18298,108500,29862,621348 -2021-06-06,31801.0,11018.0,14182.0,91105.0,25858.0,569030.0,44688,14434,18298,108500,29862,621348 -2021-06-07,31822.0,11018.0,14189.0,91168.0,25865.0,569128.0,44688,14434,18298,108500,29862,621348 -2021-06-08,31843.0,11025.0,14203.0,91252.0,25879.0,569226.0,44688,14434,18298,108500,29862,621348 -2021-06-09,31885.0,11046.0,14224.0,91350.0,25886.0,569380.0,44688,14434,18298,108500,29862,621348 -2021-06-10,31913.0,11053.0,14238.0,91441.0,25900.0,569520.0,44688,14434,18298,108500,29862,621348 -2021-06-11,31948.0,11060.0,14252.0,91546.0,25907.0,569660.0,44688,14434,18298,108500,29862,621348 -2021-06-12,31997.0,11074.0,14273.0,91672.0,25928.0,569842.0,44688,14434,18298,108500,29862,621348 -2021-06-13,32011.0,11074.0,14280.0,91728.0,25935.0,569926.0,44688,14434,18298,108500,29862,621348 -2021-06-14,32025.0,11081.0,14294.0,91784.0,25935.0,569996.0,44688,14434,18298,108500,29862,621348 -2021-06-15,32053.0,11088.0,14308.0,91847.0,25942.0,570094.0,44688,14434,18298,108500,29862,621348 -2021-06-16,32081.0,11102.0,14315.0,91924.0,25956.0,570241.0,44688,14434,18298,108500,29862,621348 -2021-06-17,32123.0,11109.0,14329.0,92008.0,25970.0,570416.0,44688,14434,18298,108500,29862,621348 -2021-06-18,32158.0,11116.0,14350.0,92092.0,25984.0,570577.0,44688,14434,18298,108500,29862,621348 -2021-06-19,32214.0,11130.0,14371.0,92197.0,25998.0,570766.0,44688,14434,18298,108500,29862,621348 -2021-06-20,32228.0,11137.0,14378.0,92253.0,26005.0,570843.0,44688,14434,18298,108500,29862,621348 -2021-06-21,32249.0,11144.0,14385.0,92295.0,26012.0,570927.0,44688,14434,18298,108500,29862,621348 -2021-06-22,32284.0,11151.0,14399.0,92379.0,26012.0,571060.0,44688,14434,18298,108500,29862,621348 -2021-06-23,32305.0,11165.0,14413.0,92463.0,26026.0,571179.0,44688,14434,18298,108500,29862,621348 -2021-06-24,32347.0,11172.0,14434.0,92526.0,26040.0,571340.0,44688,14434,18298,108500,29862,621348 -2021-06-25,32382.0,11186.0,14448.0,92589.0,26047.0,571508.0,44688,14434,18298,108500,29862,621348 -2021-06-26,32438.0,11193.0,14476.0,92694.0,26061.0,571704.0,44688,14434,18298,108500,29862,621348 -2021-06-27,32459.0,11207.0,14490.0,92757.0,26068.0,571795.0,44688,14434,18298,108500,29862,621348 -2021-06-28,32487.0,11207.0,14497.0,92813.0,26075.0,571879.0,44688,14434,18298,108500,29862,621348 -2021-06-29,32508.0,11214.0,14511.0,92883.0,26082.0,571984.0,44688,14434,18298,108500,29862,621348 -2021-06-30,32543.0,11228.0,14525.0,92960.0,26089.0,572131.0,44688,14434,18298,108500,29862,621348 -2021-07-01,32585.0,11228.0,14539.0,93051.0,26103.0,572264.0,44688,14434,18298,108500,29862,621348 -2021-07-02,32613.0,11235.0,14546.0,93114.0,26103.0,572362.0,44688,14434,18298,108500,29862,621348 -2021-07-03,32655.0,11249.0,14560.0,93184.0,26117.0,572488.0,44688,14434,18298,108500,29862,621348 -2021-07-04,32662.0,11256.0,14567.0,93226.0,26124.0,572544.0,44688,14434,18298,108500,29862,621348 -2021-07-05,32676.0,11256.0,14574.0,93268.0,26131.0,572614.0,44688,14434,18298,108500,29862,621348 -2021-07-06,32704.0,11263.0,14588.0,93317.0,26131.0,572719.0,44688,14434,18298,108500,29862,621348 -2021-07-07,32725.0,11277.0,14602.0,93387.0,26138.0,572817.0,44688,14434,18298,108500,29862,621348 -2021-07-08,32746.0,11284.0,14609.0,93450.0,26152.0,572950.0,44688,14434,18298,108500,29862,621348 -2021-07-09,32788.0,11291.0,14623.0,93506.0,26166.0,573083.0,44688,14434,18298,108500,29862,621348 -2021-07-10,32823.0,11298.0,14637.0,93576.0,26173.0,573230.0,44688,14434,18298,108500,29862,621348 -2021-07-11,32844.0,11305.0,14637.0,93611.0,26173.0,573279.0,44688,14434,18298,108500,29862,621348 -2021-07-12,32872.0,11312.0,14644.0,93653.0,26173.0,573335.0,44688,14434,18298,108500,29862,621348 -2021-07-13,32893.0,11312.0,14651.0,93688.0,26180.0,573419.0,44688,14434,18298,108500,29862,621348 -2021-07-14,32914.0,11326.0,14665.0,93744.0,26187.0,573517.0,44688,14434,18298,108500,29862,621348 -2021-07-15,32935.0,11333.0,14672.0,93821.0,26194.0,573650.0,44688,14434,18298,108500,29862,621348 -2021-07-16,32970.0,11340.0,14679.0,93877.0,26201.0,573762.0,44688,14434,18298,108500,29862,621348 -2021-07-17,33005.0,11340.0,14693.0,93940.0,26208.0,573902.0,44688,14434,18298,108500,29862,621348 -2021-07-18,33019.0,11347.0,14700.0,93961.0,26208.0,573944.0,44688,14434,18298,108500,29862,621348 -2021-07-19,33026.0,11354.0,14700.0,93982.0,26215.0,574000.0,44688,14434,18298,108500,29862,621348 -2021-07-20,33047.0,11354.0,14700.0,93996.0,26215.0,574077.0,44688,14434,18298,108500,29862,621348 -2021-07-21,33068.0,11361.0,14707.0,94024.0,26222.0,574154.0,44688,14434,18298,108500,29862,621348 -2021-07-22,33082.0,11361.0,14714.0,94059.0,26229.0,574266.0,44688,14434,18298,108500,29862,621348 -2021-07-23,33110.0,11368.0,14714.0,94094.0,26236.0,574343.0,44688,14434,18298,108500,29862,621348 -2021-07-24,33124.0,11368.0,14728.0,94129.0,26243.0,574441.0,44688,14434,18298,108500,29862,621348 -2021-07-25,33138.0,11368.0,14735.0,94150.0,26243.0,574483.0,44688,14434,18298,108500,29862,621348 -2021-07-26,33152.0,11375.0,14735.0,94178.0,26250.0,574539.0,44688,14434,18298,108500,29862,621348 -2021-07-27,33166.0,11375.0,14742.0,94213.0,26250.0,574602.0,44688,14434,18298,108500,29862,621348 -2021-07-28,33180.0,11382.0,14756.0,94241.0,26257.0,574672.0,44688,14434,18298,108500,29862,621348 -2021-07-29,33201.0,11389.0,14770.0,94290.0,26264.0,574749.0,44688,14434,18298,108500,29862,621348 -2021-07-30,33222.0,11389.0,14770.0,94318.0,26271.0,574812.0,44688,14434,18298,108500,29862,621348 -2021-07-31,33236.0,11396.0,14784.0,94367.0,26278.0,574889.0,44688,14434,18298,108500,29862,621348 -2021-08-01,33243.0,11396.0,14784.0,94381.0,26278.0,574945.0,44688,14434,18298,108500,29862,621348 -2021-08-02,33257.0,11396.0,14791.0,94402.0,26278.0,574987.0,44688,14434,18298,108500,29862,621348 -2021-08-03,33278.0,11403.0,14798.0,94451.0,26285.0,575043.0,44688,14434,18298,108500,29862,621348 -2021-08-04,33306.0,11410.0,14805.0,94493.0,26292.0,575113.0,44688,14434,18298,108500,29862,621348 -2021-08-05,33327.0,11410.0,14812.0,94521.0,26292.0,575176.0,44688,14434,18298,108500,29862,621348 -2021-08-06,33348.0,11417.0,14819.0,94549.0,26292.0,575246.0,44688,14434,18298,108500,29862,621348 -2021-08-07,33362.0,11424.0,14833.0,94598.0,26299.0,575330.0,44688,14434,18298,108500,29862,621348 -2021-08-08,33369.0,11424.0,14833.0,94612.0,26299.0,575365.0,44688,14434,18298,108500,29862,621348 -2021-08-09,33383.0,11424.0,14840.0,94640.0,26306.0,575400.0,44688,14434,18298,108500,29862,621348 -2021-08-10,33397.0,11431.0,14847.0,94675.0,26306.0,575449.0,44688,14434,18298,108500,29862,621348 -2021-08-11,33418.0,11438.0,14854.0,94717.0,26313.0,575512.0,44688,14434,18298,108500,29862,621348 -2021-08-12,33432.0,11438.0,14861.0,94752.0,26313.0,575575.0,44688,14434,18298,108500,29862,621348 -2021-08-13,33453.0,11445.0,14861.0,94773.0,26320.0,575645.0,44688,14434,18298,108500,29862,621348 -2021-08-14,33474.0,11452.0,14868.0,94815.0,26320.0,575708.0,44688,14434,18298,108500,29862,621348 -2021-08-15,33474.0,11452.0,14868.0,94829.0,26320.0,575743.0,44688,14434,18298,108500,29862,621348 -2021-08-16,33488.0,11452.0,14868.0,94850.0,26327.0,575785.0,44688,14434,18298,108500,29862,621348 -2021-08-17,33502.0,11459.0,14875.0,94878.0,26327.0,575834.0,44688,14434,18298,108500,29862,621348 -2021-08-18,33516.0,11466.0,14882.0,94906.0,26334.0,575897.0,44688,14434,18298,108500,29862,621348 -2021-08-19,33523.0,11466.0,14882.0,94906.0,26334.0,575904.0,44688,14434,18298,108500,29862,621348 +2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,44765,14448,18305,108591,29820,623021 +2020-12-03,0.0,0.0,0.0,0.0,0.0,0.0,44765,14448,18305,108591,29820,623021 +2020-12-08,0.0,7.0,7.0,14.0,0.0,175.0,44765,14448,18305,108591,29820,623021 +2020-12-09,14.0,14.0,14.0,42.0,14.0,378.0,44765,14448,18305,108591,29820,623021 +2020-12-10,28.0,14.0,21.0,63.0,21.0,630.0,44765,14448,18305,108591,29820,623021 +2020-12-11,49.0,21.0,28.0,98.0,35.0,868.0,44765,14448,18305,108591,29820,623021 +2020-12-12,56.0,28.0,35.0,140.0,35.0,1120.0,44765,14448,18305,108591,29820,623021 +2020-12-13,63.0,28.0,42.0,168.0,42.0,1253.0,44765,14448,18305,108591,29820,623021 +2020-12-14,63.0,35.0,49.0,203.0,49.0,1449.0,44765,14448,18305,108591,29820,623021 +2020-12-15,77.0,35.0,56.0,252.0,63.0,1820.0,44765,14448,18305,108591,29820,623021 +2020-12-16,98.0,42.0,56.0,294.0,77.0,2170.0,44765,14448,18305,108591,29820,623021 +2020-12-17,126.0,49.0,63.0,364.0,98.0,2576.0,44765,14448,18305,108591,29820,623021 +2020-12-18,147.0,63.0,77.0,427.0,112.0,3010.0,44765,14448,18305,108591,29820,623021 +2020-12-19,168.0,70.0,84.0,490.0,119.0,3332.0,44765,14448,18305,108591,29820,623021 +2020-12-20,189.0,77.0,98.0,574.0,133.0,3696.0,44765,14448,18305,108591,29820,623021 +2020-12-21,217.0,91.0,119.0,679.0,154.0,4221.0,44765,14448,18305,108591,29820,623021 +2020-12-22,252.0,98.0,133.0,805.0,175.0,4753.0,44765,14448,18305,108591,29820,623021 +2020-12-23,301.0,112.0,154.0,924.0,196.0,5390.0,44765,14448,18305,108591,29820,623021 +2020-12-24,308.0,119.0,175.0,994.0,210.0,5684.0,44765,14448,18305,108591,29820,623021 +2020-12-25,308.0,119.0,175.0,994.0,210.0,5684.0,44765,14448,18305,108591,29820,623021 +2020-12-26,308.0,119.0,175.0,1008.0,210.0,5691.0,44765,14448,18305,108591,29820,623021 +2020-12-27,315.0,119.0,175.0,1015.0,217.0,5761.0,44765,14448,18305,108591,29820,623021 +2020-12-28,322.0,126.0,182.0,1043.0,224.0,5894.0,44765,14448,18305,108591,29820,623021 +2020-12-29,343.0,140.0,189.0,1127.0,238.0,6237.0,44765,14448,18305,108591,29820,623021 +2020-12-30,392.0,161.0,231.0,1316.0,273.0,7308.0,44765,14448,18305,108591,29820,623021 +2020-12-31,434.0,182.0,252.0,1470.0,322.0,8330.0,44765,14448,18305,108591,29820,623021 +2021-01-01,448.0,189.0,259.0,1505.0,329.0,8582.0,44765,14448,18305,108591,29820,623021 +2021-01-02,455.0,196.0,273.0,1554.0,336.0,8820.0,44765,14448,18305,108591,29820,623021 +2021-01-03,469.0,203.0,287.0,1582.0,343.0,8967.0,44765,14448,18305,108591,29820,623021 +2021-01-04,504.0,217.0,294.0,1645.0,357.0,9338.0,44765,14448,18305,108591,29820,623021 +2021-01-05,560.0,231.0,329.0,1771.0,392.0,9996.0,44765,14448,18305,108591,29820,623021 +2021-01-06,609.0,245.0,378.0,1932.0,434.0,10906.0,44765,14448,18305,108591,29820,623021 +2021-01-07,707.0,287.0,420.0,2261.0,497.0,12243.0,44765,14448,18305,108591,29820,623021 +2021-01-08,819.0,315.0,469.0,2618.0,560.0,13902.0,44765,14448,18305,108591,29820,623021 +2021-01-09,952.0,350.0,518.0,2849.0,637.0,15526.0,44765,14448,18305,108591,29820,623021 +2021-01-10,1001.0,364.0,539.0,2975.0,665.0,16289.0,44765,14448,18305,108591,29820,623021 +2021-01-11,1106.0,399.0,574.0,3150.0,700.0,17689.0,44765,14448,18305,108591,29820,623021 +2021-01-12,1239.0,441.0,616.0,3353.0,763.0,19313.0,44765,14448,18305,108591,29820,623021 +2021-01-13,1393.0,483.0,665.0,3619.0,847.0,20979.0,44765,14448,18305,108591,29820,623021 +2021-01-14,1554.0,532.0,714.0,3871.0,924.0,23023.0,44765,14448,18305,108591,29820,623021 +2021-01-15,1764.0,595.0,777.0,4200.0,1029.0,25921.0,44765,14448,18305,108591,29820,623021 +2021-01-16,1918.0,651.0,805.0,4522.0,1113.0,28217.0,44765,14448,18305,108591,29820,623021 +2021-01-17,2030.0,686.0,826.0,4690.0,1169.0,29568.0,44765,14448,18305,108591,29820,623021 +2021-01-18,2170.0,728.0,868.0,4886.0,1246.0,31115.0,44765,14448,18305,108591,29820,623021 +2021-01-19,2401.0,791.0,917.0,5243.0,1337.0,33600.0,44765,14448,18305,108591,29820,623021 +2021-01-20,2667.0,868.0,994.0,5761.0,1435.0,36988.0,44765,14448,18305,108591,29820,623021 +2021-01-21,2975.0,966.0,1071.0,6279.0,1582.0,41706.0,44765,14448,18305,108591,29820,623021 +2021-01-22,3318.0,1078.0,1176.0,6909.0,1778.0,48636.0,44765,14448,18305,108591,29820,623021 +2021-01-23,3612.0,1225.0,1288.0,7504.0,1988.0,55909.0,44765,14448,18305,108591,29820,623021 +2021-01-24,3794.0,1274.0,1351.0,7868.0,2072.0,59374.0,44765,14448,18305,108591,29820,623021 +2021-01-25,4018.0,1323.0,1442.0,8309.0,2163.0,62286.0,44765,14448,18305,108591,29820,623021 +2021-01-26,4242.0,1414.0,1533.0,8883.0,2289.0,66941.0,44765,14448,18305,108591,29820,623021 +2021-01-27,4529.0,1498.0,1701.0,9478.0,2429.0,72296.0,44765,14448,18305,108591,29820,623021 +2021-01-28,4928.0,1645.0,1841.0,10521.0,2646.0,82145.0,44765,14448,18305,108591,29820,623021 +2021-01-29,5327.0,1799.0,2044.0,11487.0,2961.0,93611.0,44765,14448,18305,108591,29820,623021 +2021-01-30,5656.0,1953.0,2240.0,12621.0,3318.0,108808.0,44765,14448,18305,108591,29820,623021 +2021-01-31,5901.0,2058.0,2387.0,13608.0,3500.0,117369.0,44765,14448,18305,108591,29820,623021 +2021-02-01,6174.0,2177.0,2541.0,14462.0,3689.0,126364.0,44765,14448,18305,108591,29820,623021 +2021-02-02,6566.0,2317.0,2786.0,15533.0,3955.0,138271.0,44765,14448,18305,108591,29820,623021 +2021-02-03,7014.0,2499.0,3003.0,16779.0,4354.0,156779.0,44765,14448,18305,108591,29820,623021 +2021-02-04,7637.0,2765.0,3304.0,18431.0,4830.0,178738.0,44765,14448,18305,108591,29820,623021 +2021-02-05,8330.0,3031.0,3682.0,20090.0,5376.0,201474.0,44765,14448,18305,108591,29820,623021 +2021-02-06,8981.0,3367.0,4011.0,22015.0,6356.0,239015.0,44765,14448,18305,108591,29820,623021 +2021-02-07,9254.0,3514.0,4221.0,23163.0,6783.0,255549.0,44765,14448,18305,108591,29820,623021 +2021-02-08,9716.0,3731.0,4417.0,24353.0,7133.0,271411.0,44765,14448,18305,108591,29820,623021 +2021-02-09,10171.0,3948.0,4627.0,25564.0,7672.0,291991.0,44765,14448,18305,108591,29820,623021 +2021-02-10,10731.0,4179.0,4893.0,27181.0,8239.0,312963.0,44765,14448,18305,108591,29820,623021 +2021-02-11,11438.0,4466.0,5194.0,29022.0,8897.0,336077.0,44765,14448,18305,108591,29820,623021 +2021-02-12,12166.0,4732.0,5502.0,30590.0,9548.0,356048.0,44765,14448,18305,108591,29820,623021 +2021-02-13,12705.0,4963.0,5754.0,31948.0,10094.0,374423.0,44765,14448,18305,108591,29820,623021 +2021-02-14,12950.0,5047.0,5873.0,32697.0,10339.0,380114.0,44765,14448,18305,108591,29820,623021 +2021-02-15,13237.0,5117.0,5992.0,33488.0,10591.0,384965.0,44765,14448,18305,108591,29820,623021 +2021-02-16,13699.0,5285.0,6223.0,34930.0,11074.0,392252.0,44765,14448,18305,108591,29820,623021 +2021-02-17,14273.0,5502.0,6531.0,36834.0,11816.0,401709.0,44765,14448,18305,108591,29820,623021 +2021-02-18,14854.0,5733.0,6811.0,38703.0,12530.0,410739.0,44765,14448,18305,108591,29820,623021 +2021-02-19,15372.0,5915.0,7098.0,40397.0,13202.0,418516.0,44765,14448,18305,108591,29820,623021 +2021-02-20,15855.0,6083.0,7315.0,41867.0,13902.0,426433.0,44765,14448,18305,108591,29820,623021 +2021-02-21,16128.0,6167.0,7441.0,42875.0,14147.0,429233.0,44765,14448,18305,108591,29820,623021 +2021-02-22,16485.0,6279.0,7581.0,44149.0,14504.0,433104.0,44765,14448,18305,108591,29820,623021 +2021-02-23,17206.0,6503.0,7952.0,46270.0,15302.0,441322.0,44765,14448,18305,108591,29820,623021 +2021-02-24,17990.0,6818.0,8393.0,49091.0,16352.0,452648.0,44765,14448,18305,108591,29820,623021 +2021-02-25,19068.0,7175.0,8897.0,52990.0,17507.0,465640.0,44765,14448,18305,108591,29820,623021 +2021-02-26,20216.0,7574.0,9394.0,56672.0,18711.0,478772.0,44765,14448,18305,108591,29820,623021 +2021-02-27,21098.0,7875.0,9786.0,59612.0,19572.0,488824.0,44765,14448,18305,108591,29820,623021 +2021-02-28,21399.0,8008.0,9961.0,61131.0,19908.0,492338.0,44765,14448,18305,108591,29820,623021 +2021-03-01,21672.0,8106.0,10108.0,62083.0,20195.0,495243.0,44765,14448,18305,108591,29820,623021 +2021-03-02,21966.0,8197.0,10269.0,63119.0,20475.0,498218.0,44765,14448,18305,108591,29820,623021 +2021-03-03,22470.0,8351.0,10493.0,64834.0,20881.0,502530.0,44765,14448,18305,108591,29820,623021 +2021-03-04,23044.0,8526.0,10745.0,66990.0,21392.0,508375.0,44765,14448,18305,108591,29820,623021 +2021-03-05,23604.0,8722.0,10990.0,68852.0,21847.0,514143.0,44765,14448,18305,108591,29820,623021 +2021-03-06,24178.0,8925.0,11298.0,70672.0,22302.0,520240.0,44765,14448,18305,108591,29820,623021 +2021-03-07,24360.0,8995.0,11375.0,71365.0,22428.0,521836.0,44765,14448,18305,108591,29820,623021 +2021-03-08,24549.0,9058.0,11473.0,72023.0,22568.0,523705.0,44765,14448,18305,108591,29820,623021 +2021-03-09,24843.0,9135.0,11592.0,72800.0,22729.0,525679.0,44765,14448,18305,108591,29820,623021 +2021-03-10,25109.0,9212.0,11690.0,73570.0,22848.0,527632.0,44765,14448,18305,108591,29820,623021 +2021-03-11,25305.0,9275.0,11767.0,74256.0,22967.0,529158.0,44765,14448,18305,108591,29820,623021 +2021-03-12,25676.0,9366.0,11914.0,75124.0,23128.0,531727.0,44765,14448,18305,108591,29820,623021 +2021-03-13,26061.0,9492.0,12082.0,76265.0,23338.0,534919.0,44765,14448,18305,108591,29820,623021 +2021-03-14,26222.0,9527.0,12145.0,76804.0,23436.0,536249.0,44765,14448,18305,108591,29820,623021 +2021-03-15,26460.0,9597.0,12222.0,77525.0,23590.0,538069.0,44765,14448,18305,108591,29820,623021 +2021-03-16,26649.0,9660.0,12278.0,78162.0,23695.0,539707.0,44765,14448,18305,108591,29820,623021 +2021-03-17,26880.0,9709.0,12362.0,78897.0,23835.0,541261.0,44765,14448,18305,108591,29820,623021 +2021-03-18,27083.0,9779.0,12432.0,79380.0,23933.0,542941.0,44765,14448,18305,108591,29820,623021 +2021-03-19,27286.0,9842.0,12509.0,79975.0,24059.0,544656.0,44765,14448,18305,108591,29820,623021 +2021-03-20,27524.0,9926.0,12600.0,80563.0,24213.0,546952.0,44765,14448,18305,108591,29820,623021 +2021-03-21,27601.0,9954.0,12635.0,80843.0,24283.0,547736.0,44765,14448,18305,108591,29820,623021 +2021-03-22,27741.0,9989.0,12698.0,81193.0,24346.0,548660.0,44765,14448,18305,108591,29820,623021 +2021-03-23,27916.0,10024.0,12754.0,81606.0,24416.0,549633.0,44765,14448,18305,108591,29820,623021 +2021-03-24,28133.0,10073.0,12824.0,82159.0,24507.0,550697.0,44765,14448,18305,108591,29820,623021 +2021-03-25,28378.0,10129.0,12887.0,82635.0,24577.0,551775.0,44765,14448,18305,108591,29820,623021 +2021-03-26,28609.0,10185.0,12950.0,83237.0,24668.0,553028.0,44765,14448,18305,108591,29820,623021 +2021-03-27,28861.0,10255.0,13013.0,83825.0,24794.0,554456.0,44765,14448,18305,108591,29820,623021 +2021-03-28,28987.0,10290.0,13055.0,84084.0,24850.0,555149.0,44765,14448,18305,108591,29820,623021 +2021-03-29,29113.0,10325.0,13097.0,84385.0,24899.0,555849.0,44765,14448,18305,108591,29820,623021 +2021-03-30,29253.0,10346.0,13146.0,84665.0,24948.0,556521.0,44765,14448,18305,108591,29820,623021 +2021-03-31,29421.0,10395.0,13202.0,85022.0,25004.0,557333.0,44765,14448,18305,108591,29820,623021 +2021-04-01,29547.0,10423.0,13237.0,85302.0,25039.0,557914.0,44765,14448,18305,108591,29820,623021 +2021-04-02,29610.0,10437.0,13251.0,85386.0,25053.0,558187.0,44765,14448,18305,108591,29820,623021 +2021-04-03,29673.0,10451.0,13265.0,85470.0,25074.0,558488.0,44765,14448,18305,108591,29820,623021 +2021-04-04,29687.0,10458.0,13272.0,85533.0,25088.0,558600.0,44765,14448,18305,108591,29820,623021 +2021-04-05,29708.0,10458.0,13279.0,85575.0,25088.0,558684.0,44765,14448,18305,108591,29820,623021 +2021-04-06,29743.0,10472.0,13300.0,85715.0,25102.0,558887.0,44765,14448,18305,108591,29820,623021 +2021-04-07,29813.0,10493.0,13328.0,85932.0,25137.0,559216.0,44765,14448,18305,108591,29820,623021 +2021-04-08,29869.0,10507.0,13342.0,86093.0,25151.0,559524.0,44765,14448,18305,108591,29820,623021 +2021-04-09,29939.0,10535.0,13356.0,86303.0,25179.0,559888.0,44765,14448,18305,108591,29820,623021 +2021-04-10,30009.0,10549.0,13384.0,86471.0,25200.0,560259.0,44765,14448,18305,108591,29820,623021 +2021-04-11,30037.0,10563.0,13398.0,86541.0,25214.0,560399.0,44765,14448,18305,108591,29820,623021 +2021-04-12,30072.0,10570.0,13405.0,86597.0,25221.0,560560.0,44765,14448,18305,108591,29820,623021 +2021-04-13,30107.0,10577.0,13426.0,86674.0,25228.0,560735.0,44765,14448,18305,108591,29820,623021 +2021-04-14,30149.0,10584.0,13447.0,86723.0,25242.0,560952.0,44765,14448,18305,108591,29820,623021 +2021-04-15,30177.0,10598.0,13461.0,86793.0,25256.0,561197.0,44765,14448,18305,108591,29820,623021 +2021-04-16,30212.0,10605.0,13468.0,86863.0,25270.0,561463.0,44765,14448,18305,108591,29820,623021 +2021-04-17,30247.0,10612.0,13489.0,86933.0,25277.0,561687.0,44765,14448,18305,108591,29820,623021 +2021-04-18,30268.0,10619.0,13489.0,86975.0,25284.0,561820.0,44765,14448,18305,108591,29820,623021 +2021-04-19,30289.0,10619.0,13496.0,87010.0,25291.0,561953.0,44765,14448,18305,108591,29820,623021 +2021-04-20,30310.0,10626.0,13510.0,87052.0,25298.0,562135.0,44765,14448,18305,108591,29820,623021 +2021-04-21,30338.0,10626.0,13517.0,87129.0,25305.0,562338.0,44765,14448,18305,108591,29820,623021 +2021-04-22,30373.0,10633.0,13531.0,87185.0,25319.0,562541.0,44765,14448,18305,108591,29820,623021 +2021-04-23,30401.0,10640.0,13545.0,87234.0,25326.0,562786.0,44765,14448,18305,108591,29820,623021 +2021-04-24,30443.0,10661.0,13559.0,87297.0,25340.0,563038.0,44765,14448,18305,108591,29820,623021 +2021-04-25,30450.0,10668.0,13559.0,87339.0,25340.0,563178.0,44765,14448,18305,108591,29820,623021 +2021-04-26,30478.0,10675.0,13573.0,87381.0,25361.0,563325.0,44765,14448,18305,108591,29820,623021 +2021-04-27,30506.0,10675.0,13580.0,87437.0,25368.0,563535.0,44765,14448,18305,108591,29820,623021 +2021-04-28,30534.0,10682.0,13587.0,87500.0,25382.0,563766.0,44765,14448,18305,108591,29820,623021 +2021-04-29,30569.0,10696.0,13601.0,87577.0,25396.0,564025.0,44765,14448,18305,108591,29820,623021 +2021-04-30,30590.0,10710.0,13608.0,87668.0,25403.0,564242.0,44765,14448,18305,108591,29820,623021 +2021-05-01,30611.0,10717.0,13615.0,87724.0,25410.0,564431.0,44765,14448,18305,108591,29820,623021 +2021-05-02,30632.0,10717.0,13622.0,87766.0,25417.0,564501.0,44765,14448,18305,108591,29820,623021 +2021-05-03,30639.0,10717.0,13629.0,87794.0,25417.0,564543.0,44765,14448,18305,108591,29820,623021 +2021-05-04,30667.0,10724.0,13636.0,87829.0,25424.0,564655.0,44765,14448,18305,108591,29820,623021 +2021-05-05,30688.0,10731.0,13643.0,87871.0,25431.0,564830.0,44765,14448,18305,108591,29820,623021 +2021-05-06,30730.0,10738.0,13664.0,87941.0,25445.0,565040.0,44765,14448,18305,108591,29820,623021 +2021-05-07,30765.0,10745.0,13678.0,88018.0,25459.0,565222.0,44765,14448,18305,108591,29820,623021 +2021-05-08,30800.0,10752.0,13692.0,88067.0,25466.0,565404.0,44765,14448,18305,108591,29820,623021 +2021-05-09,30807.0,10752.0,13699.0,88095.0,25473.0,565481.0,44765,14448,18305,108591,29820,623021 +2021-05-10,30828.0,10759.0,13713.0,88151.0,25480.0,565579.0,44765,14448,18305,108591,29820,623021 +2021-05-11,30870.0,10766.0,13734.0,88249.0,25487.0,565768.0,44765,14448,18305,108591,29820,623021 +2021-05-12,30905.0,10787.0,13755.0,88361.0,25501.0,566097.0,44765,14448,18305,108591,29820,623021 +2021-05-13,30954.0,10801.0,13776.0,88473.0,25515.0,566426.0,44765,14448,18305,108591,29820,623021 +2021-05-14,31010.0,10815.0,13797.0,88620.0,25536.0,566692.0,44765,14448,18305,108591,29820,623021 +2021-05-15,31059.0,10829.0,13818.0,88760.0,25557.0,566986.0,44765,14448,18305,108591,29820,623021 +2021-05-16,31094.0,10836.0,13825.0,88844.0,25564.0,567105.0,44765,14448,18305,108591,29820,623021 +2021-05-17,31115.0,10843.0,13839.0,88935.0,25571.0,567224.0,44765,14448,18305,108591,29820,623021 +2021-05-18,31157.0,10850.0,13860.0,89075.0,25585.0,567434.0,44765,14448,18305,108591,29820,623021 +2021-05-19,31199.0,10864.0,13888.0,89250.0,25613.0,567707.0,44765,14448,18305,108591,29820,623021 +2021-05-20,31262.0,10878.0,13923.0,89425.0,25620.0,567966.0,44765,14448,18305,108591,29820,623021 +2021-05-21,31318.0,10892.0,13944.0,89565.0,25634.0,568190.0,44765,14448,18305,108591,29820,623021 +2021-05-22,31360.0,10899.0,13965.0,89670.0,25648.0,568358.0,44765,14448,18305,108591,29820,623021 +2021-05-23,31381.0,10906.0,13972.0,89726.0,25655.0,568463.0,44765,14448,18305,108591,29820,623021 +2021-05-24,31395.0,10913.0,13979.0,89803.0,25662.0,568561.0,44765,14448,18305,108591,29820,623021 +2021-05-25,31430.0,10920.0,13993.0,89908.0,25669.0,568736.0,44765,14448,18305,108591,29820,623021 +2021-05-26,31486.0,10934.0,14028.0,90055.0,25683.0,568967.0,44765,14448,18305,108591,29820,623021 +2021-05-27,31542.0,10948.0,14042.0,90209.0,25704.0,569198.0,44765,14448,18305,108591,29820,623021 +2021-05-28,31584.0,10955.0,14063.0,90342.0,25718.0,569394.0,44765,14448,18305,108591,29820,623021 +2021-05-29,31633.0,10969.0,14077.0,90489.0,25732.0,569527.0,44765,14448,18305,108591,29820,623021 +2021-05-30,31647.0,10976.0,14084.0,90580.0,25746.0,569604.0,44765,14448,18305,108591,29820,623021 +2021-05-31,31661.0,10976.0,14098.0,90629.0,25753.0,569660.0,44765,14448,18305,108591,29820,623021 +2021-06-01,31682.0,10983.0,14105.0,90692.0,25760.0,569716.0,44765,14448,18305,108591,29820,623021 +2021-06-02,31710.0,10990.0,14133.0,90783.0,25767.0,569842.0,44765,14448,18305,108591,29820,623021 +2021-06-03,31738.0,10997.0,14140.0,90895.0,25774.0,569982.0,44765,14448,18305,108591,29820,623021 +2021-06-04,31773.0,11004.0,14154.0,90965.0,25788.0,570108.0,44765,14448,18305,108591,29820,623021 +2021-06-05,31822.0,11011.0,14168.0,91084.0,25795.0,570262.0,44765,14448,18305,108591,29820,623021 +2021-06-06,31843.0,11018.0,14175.0,91161.0,25809.0,570360.0,44765,14448,18305,108591,29820,623021 +2021-06-07,31864.0,11025.0,14182.0,91224.0,25816.0,570458.0,44765,14448,18305,108591,29820,623021 +2021-06-08,31885.0,11032.0,14196.0,91308.0,25823.0,570556.0,44765,14448,18305,108591,29820,623021 +2021-06-09,31927.0,11046.0,14217.0,91406.0,25837.0,570710.0,44765,14448,18305,108591,29820,623021 +2021-06-10,31962.0,11060.0,14231.0,91497.0,25844.0,570857.0,44765,14448,18305,108591,29820,623021 +2021-06-11,31997.0,11067.0,14245.0,91602.0,25858.0,570990.0,44765,14448,18305,108591,29820,623021 +2021-06-12,32039.0,11074.0,14266.0,91728.0,25879.0,571179.0,44765,14448,18305,108591,29820,623021 +2021-06-13,32060.0,11081.0,14273.0,91784.0,25886.0,571263.0,44765,14448,18305,108591,29820,623021 +2021-06-14,32074.0,11081.0,14287.0,91840.0,25886.0,571333.0,44765,14448,18305,108591,29820,623021 +2021-06-15,32102.0,11095.0,14301.0,91910.0,25893.0,571438.0,44765,14448,18305,108591,29820,623021 +2021-06-16,32123.0,11109.0,14308.0,91987.0,25907.0,571585.0,44765,14448,18305,108591,29820,623021 +2021-06-17,32165.0,11116.0,14322.0,92071.0,25921.0,571767.0,44765,14448,18305,108591,29820,623021 +2021-06-18,32207.0,11123.0,14343.0,92155.0,25935.0,571928.0,44765,14448,18305,108591,29820,623021 +2021-06-19,32263.0,11137.0,14364.0,92260.0,25949.0,572117.0,44765,14448,18305,108591,29820,623021 +2021-06-20,32277.0,11144.0,14371.0,92316.0,25956.0,572194.0,44765,14448,18305,108591,29820,623021 +2021-06-21,32291.0,11151.0,14378.0,92358.0,25963.0,572278.0,44765,14448,18305,108591,29820,623021 +2021-06-22,32326.0,11158.0,14392.0,92442.0,25963.0,572411.0,44765,14448,18305,108591,29820,623021 +2021-06-23,32354.0,11172.0,14406.0,92526.0,25977.0,572530.0,44765,14448,18305,108591,29820,623021 +2021-06-24,32389.0,11179.0,14427.0,92589.0,25984.0,572691.0,44765,14448,18305,108591,29820,623021 +2021-06-25,32431.0,11193.0,14441.0,92652.0,25998.0,572859.0,44765,14448,18305,108591,29820,623021 +2021-06-26,32487.0,11200.0,14469.0,92757.0,26012.0,573062.0,44765,14448,18305,108591,29820,623021 +2021-06-27,32508.0,11207.0,14483.0,92820.0,26019.0,573160.0,44765,14448,18305,108591,29820,623021 +2021-06-28,32529.0,11214.0,14490.0,92876.0,26026.0,573244.0,44765,14448,18305,108591,29820,623021 +2021-06-29,32557.0,11221.0,14504.0,92946.0,26033.0,573349.0,44765,14448,18305,108591,29820,623021 +2021-06-30,32592.0,11235.0,14525.0,93023.0,26040.0,573496.0,44765,14448,18305,108591,29820,623021 +2021-07-01,32634.0,11235.0,14532.0,93114.0,26054.0,573629.0,44765,14448,18305,108591,29820,623021 +2021-07-02,32662.0,11242.0,14546.0,93177.0,26061.0,573727.0,44765,14448,18305,108591,29820,623021 +2021-07-03,32697.0,11256.0,14553.0,93247.0,26068.0,573860.0,44765,14448,18305,108591,29820,623021 +2021-07-04,32711.0,11263.0,14560.0,93289.0,26075.0,573916.0,44765,14448,18305,108591,29820,623021 +2021-07-05,32725.0,11270.0,14567.0,93331.0,26082.0,573986.0,44765,14448,18305,108591,29820,623021 +2021-07-06,32753.0,11270.0,14581.0,93380.0,26082.0,574084.0,44765,14448,18305,108591,29820,623021 +2021-07-07,32774.0,11284.0,14595.0,93450.0,26089.0,574189.0,44765,14448,18305,108591,29820,623021 +2021-07-08,32795.0,11291.0,14602.0,93513.0,26103.0,574322.0,44765,14448,18305,108591,29820,623021 +2021-07-09,32844.0,11298.0,14616.0,93569.0,26117.0,574455.0,44765,14448,18305,108591,29820,623021 +2021-07-10,32872.0,11305.0,14630.0,93639.0,26124.0,574602.0,44765,14448,18305,108591,29820,623021 +2021-07-11,32900.0,11312.0,14637.0,93674.0,26124.0,574651.0,44765,14448,18305,108591,29820,623021 +2021-07-12,32921.0,11319.0,14637.0,93716.0,26131.0,574707.0,44765,14448,18305,108591,29820,623021 +2021-07-13,32942.0,11319.0,14644.0,93758.0,26138.0,574791.0,44765,14448,18305,108591,29820,623021 +2021-07-14,32970.0,11333.0,14658.0,93807.0,26138.0,574896.0,44765,14448,18305,108591,29820,623021 +2021-07-15,32991.0,11340.0,14672.0,93884.0,26152.0,575029.0,44765,14448,18305,108591,29820,623021 +2021-07-16,33026.0,11347.0,14679.0,93940.0,26152.0,575141.0,44765,14448,18305,108591,29820,623021 +2021-07-17,33054.0,11347.0,14686.0,94003.0,26159.0,575281.0,44765,14448,18305,108591,29820,623021 +2021-07-18,33068.0,11354.0,14693.0,94031.0,26159.0,575323.0,44765,14448,18305,108591,29820,623021 +2021-07-19,33082.0,11361.0,14693.0,94052.0,26166.0,575379.0,44765,14448,18305,108591,29820,623021 +2021-07-20,33096.0,11361.0,14700.0,94066.0,26166.0,575456.0,44765,14448,18305,108591,29820,623021 +2021-07-21,33117.0,11368.0,14700.0,94087.0,26180.0,575540.0,44765,14448,18305,108591,29820,623021 +2021-07-22,33131.0,11368.0,14707.0,94129.0,26187.0,575645.0,44765,14448,18305,108591,29820,623021 +2021-07-23,33159.0,11375.0,14714.0,94157.0,26187.0,575722.0,44765,14448,18305,108591,29820,623021 +2021-07-24,33180.0,11375.0,14721.0,94192.0,26194.0,575820.0,44765,14448,18305,108591,29820,623021 +2021-07-25,33187.0,11375.0,14728.0,94213.0,26201.0,575869.0,44765,14448,18305,108591,29820,623021 +2021-07-26,33208.0,11382.0,14735.0,94241.0,26201.0,575918.0,44765,14448,18305,108591,29820,623021 +2021-07-27,33222.0,11382.0,14742.0,94276.0,26208.0,575981.0,44765,14448,18305,108591,29820,623021 +2021-07-28,33236.0,11389.0,14749.0,94311.0,26208.0,576058.0,44765,14448,18305,108591,29820,623021 +2021-07-29,33257.0,11396.0,14763.0,94353.0,26215.0,576135.0,44765,14448,18305,108591,29820,623021 +2021-07-30,33271.0,11396.0,14770.0,94381.0,26222.0,576198.0,44765,14448,18305,108591,29820,623021 +2021-07-31,33285.0,11403.0,14777.0,94430.0,26229.0,576282.0,44765,14448,18305,108591,29820,623021 +2021-08-01,33299.0,11403.0,14777.0,94444.0,26229.0,576331.0,44765,14448,18305,108591,29820,623021 +2021-08-02,33313.0,11403.0,14784.0,94472.0,26236.0,576380.0,44765,14448,18305,108591,29820,623021 +2021-08-03,33334.0,11410.0,14791.0,94521.0,26243.0,576436.0,44765,14448,18305,108591,29820,623021 +2021-08-04,33355.0,11417.0,14798.0,94556.0,26243.0,576499.0,44765,14448,18305,108591,29820,623021 +2021-08-05,33376.0,11417.0,14805.0,94584.0,26250.0,576569.0,44765,14448,18305,108591,29820,623021 +2021-08-06,33397.0,11424.0,14812.0,94619.0,26250.0,576639.0,44765,14448,18305,108591,29820,623021 +2021-08-07,33418.0,11431.0,14826.0,94668.0,26257.0,576716.0,44765,14448,18305,108591,29820,623021 +2021-08-08,33425.0,11431.0,14826.0,94682.0,26257.0,576758.0,44765,14448,18305,108591,29820,623021 +2021-08-09,33439.0,11438.0,14833.0,94710.0,26264.0,576793.0,44765,14448,18305,108591,29820,623021 +2021-08-10,33453.0,11438.0,14840.0,94745.0,26264.0,576842.0,44765,14448,18305,108591,29820,623021 +2021-08-11,33467.0,11445.0,14854.0,94780.0,26264.0,576905.0,44765,14448,18305,108591,29820,623021 +2021-08-12,33488.0,11452.0,14854.0,94822.0,26271.0,576968.0,44765,14448,18305,108591,29820,623021 +2021-08-13,33509.0,11452.0,14861.0,94843.0,26271.0,577038.0,44765,14448,18305,108591,29820,623021 +2021-08-14,33523.0,11459.0,14861.0,94885.0,26271.0,577108.0,44765,14448,18305,108591,29820,623021 +2021-08-15,33530.0,11459.0,14861.0,94899.0,26278.0,577143.0,44765,14448,18305,108591,29820,623021 +2021-08-16,33544.0,11459.0,14861.0,94920.0,26285.0,577185.0,44765,14448,18305,108591,29820,623021 +2021-08-17,33565.0,11466.0,14868.0,94948.0,26285.0,577234.0,44765,14448,18305,108591,29820,623021 +2021-08-18,33579.0,11473.0,14875.0,94976.0,26285.0,577297.0,44765,14448,18305,108591,29820,623021 +2021-08-19,33593.0,11473.0,14875.0,95011.0,26292.0,577360.0,44765,14448,18305,108591,29820,623021 +2021-08-20,33614.0,11480.0,14882.0,95053.0,26292.0,577423.0,44765,14448,18305,108591,29820,623021 +2021-08-21,33635.0,11480.0,14889.0,95081.0,26299.0,577479.0,44765,14448,18305,108591,29820,623021 +2021-08-22,33635.0,11480.0,14896.0,95095.0,26299.0,577500.0,44765,14448,18305,108591,29820,623021 +2021-08-23,33649.0,11487.0,14896.0,95123.0,26299.0,577535.0,44765,14448,18305,108591,29820,623021 +2021-08-24,33670.0,11487.0,14896.0,95151.0,26306.0,577598.0,44765,14448,18305,108591,29820,623021 +2021-08-25,33698.0,11494.0,14903.0,95179.0,26313.0,577661.0,44765,14448,18305,108591,29820,623021 +2021-08-26,33712.0,11494.0,14910.0,95214.0,26313.0,577724.0,44765,14448,18305,108591,29820,623021 +2021-08-27,33719.0,11501.0,14910.0,95256.0,26313.0,577787.0,44765,14448,18305,108591,29820,623021 +2021-08-28,33733.0,11508.0,14917.0,95284.0,26320.0,577822.0,44765,14448,18305,108591,29820,623021 +2021-08-29,33740.0,11508.0,14917.0,95298.0,26320.0,577857.0,44765,14448,18305,108591,29820,623021 +2021-08-30,33747.0,11515.0,14924.0,95305.0,26320.0,577864.0,44765,14448,18305,108591,29820,623021 +2021-08-31,33754.0,11515.0,14924.0,95333.0,26320.0,577913.0,44765,14448,18305,108591,29820,623021 +2021-09-01,33768.0,11522.0,14924.0,95347.0,26320.0,577941.0,44765,14448,18305,108591,29820,623021 diff --git a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among shielding (aged 16-69) population by imd categories_tpp.csv b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among shielding (aged 16-69) population by imd categories_tpp.csv index 391951e..1205937 100644 --- a/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among shielding (aged 16-69) population by imd categories_tpp.csv +++ b/released-outputs/machine_readable_outputs/figure_csvs/Cumulative vaccination percent among shielding (aged 16-69) population by imd categories_tpp.csv @@ -1,258 +1,271 @@ covid_vacc_date,1 Most deprived,2,3,4,5 Least deprived,Unknown,1 Most deprived_total,2_total,3_total,4_total,5 Least deprived_total,Unknown_total -2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,244811,188503,159439,125454,97804,21119 -2020-12-03,0.0,0.0,0.0,0.0,0.0,0.0,244811,188503,159439,125454,97804,21119 -2020-12-08,42.0,42.0,28.0,42.0,42.0,7.0,244811,188503,159439,125454,97804,21119 -2020-12-09,98.0,84.0,77.0,98.0,84.0,21.0,244811,188503,159439,125454,97804,21119 -2020-12-10,168.0,154.0,147.0,147.0,140.0,28.0,244811,188503,159439,125454,97804,21119 -2020-12-11,238.0,210.0,203.0,196.0,189.0,42.0,244811,188503,159439,125454,97804,21119 -2020-12-12,294.0,273.0,266.0,266.0,259.0,49.0,244811,188503,159439,125454,97804,21119 -2020-12-13,329.0,308.0,308.0,301.0,287.0,49.0,244811,188503,159439,125454,97804,21119 -2020-12-14,371.0,364.0,364.0,350.0,329.0,56.0,244811,188503,159439,125454,97804,21119 -2020-12-15,476.0,448.0,455.0,427.0,413.0,70.0,244811,188503,159439,125454,97804,21119 -2020-12-16,574.0,518.0,553.0,511.0,490.0,77.0,244811,188503,159439,125454,97804,21119 -2020-12-17,686.0,602.0,672.0,623.0,588.0,91.0,244811,188503,159439,125454,97804,21119 -2020-12-18,784.0,721.0,798.0,735.0,679.0,105.0,244811,188503,159439,125454,97804,21119 -2020-12-19,875.0,791.0,875.0,826.0,770.0,119.0,244811,188503,159439,125454,97804,21119 -2020-12-20,987.0,910.0,966.0,903.0,847.0,140.0,244811,188503,159439,125454,97804,21119 -2020-12-21,1190.0,1043.0,1078.0,1036.0,945.0,168.0,244811,188503,159439,125454,97804,21119 -2020-12-22,1330.0,1211.0,1204.0,1183.0,1064.0,196.0,244811,188503,159439,125454,97804,21119 -2020-12-23,1547.0,1393.0,1372.0,1337.0,1190.0,224.0,244811,188503,159439,125454,97804,21119 -2020-12-24,1631.0,1484.0,1456.0,1414.0,1260.0,231.0,244811,188503,159439,125454,97804,21119 -2020-12-25,1631.0,1484.0,1456.0,1414.0,1260.0,238.0,244811,188503,159439,125454,97804,21119 -2020-12-26,1631.0,1491.0,1456.0,1421.0,1260.0,238.0,244811,188503,159439,125454,97804,21119 -2020-12-27,1645.0,1519.0,1470.0,1428.0,1281.0,238.0,244811,188503,159439,125454,97804,21119 -2020-12-28,1687.0,1561.0,1505.0,1463.0,1323.0,238.0,244811,188503,159439,125454,97804,21119 -2020-12-29,1813.0,1666.0,1610.0,1519.0,1393.0,252.0,244811,188503,159439,125454,97804,21119 -2020-12-30,2135.0,1981.0,1932.0,1771.0,1561.0,294.0,244811,188503,159439,125454,97804,21119 -2020-12-31,2499.0,2233.0,2184.0,2002.0,1743.0,322.0,244811,188503,159439,125454,97804,21119 -2021-01-01,2562.0,2296.0,2261.0,2051.0,1792.0,322.0,244811,188503,159439,125454,97804,21119 -2021-01-02,2639.0,2387.0,2317.0,2114.0,1827.0,336.0,244811,188503,159439,125454,97804,21119 -2021-01-03,2674.0,2436.0,2366.0,2156.0,1862.0,343.0,244811,188503,159439,125454,97804,21119 -2021-01-04,2779.0,2548.0,2450.0,2254.0,1946.0,350.0,244811,188503,159439,125454,97804,21119 -2021-01-05,2961.0,2730.0,2667.0,2422.0,2093.0,385.0,244811,188503,159439,125454,97804,21119 -2021-01-06,3192.0,3038.0,2919.0,2632.0,2261.0,434.0,244811,188503,159439,125454,97804,21119 -2021-01-07,3654.0,3458.0,3283.0,2989.0,2520.0,483.0,244811,188503,159439,125454,97804,21119 -2021-01-08,4270.0,3962.0,3738.0,3339.0,2814.0,532.0,244811,188503,159439,125454,97804,21119 -2021-01-09,4739.0,4452.0,4165.0,3724.0,3115.0,595.0,244811,188503,159439,125454,97804,21119 -2021-01-10,4935.0,4655.0,4382.0,3920.0,3276.0,623.0,244811,188503,159439,125454,97804,21119 -2021-01-11,5383.0,5047.0,4753.0,4228.0,3500.0,672.0,244811,188503,159439,125454,97804,21119 -2021-01-12,5957.0,5488.0,5166.0,4578.0,3759.0,742.0,244811,188503,159439,125454,97804,21119 -2021-01-13,6489.0,6041.0,5572.0,4942.0,4074.0,805.0,244811,188503,159439,125454,97804,21119 -2021-01-14,7161.0,6573.0,6160.0,5341.0,4438.0,875.0,244811,188503,159439,125454,97804,21119 -2021-01-15,8141.0,7350.0,6923.0,5943.0,4886.0,959.0,244811,188503,159439,125454,97804,21119 -2021-01-16,8813.0,7966.0,7497.0,6496.0,5334.0,1036.0,244811,188503,159439,125454,97804,21119 -2021-01-17,9191.0,8281.0,7875.0,6818.0,5635.0,1085.0,244811,188503,159439,125454,97804,21119 -2021-01-18,9751.0,8729.0,8274.0,7140.0,5894.0,1127.0,244811,188503,159439,125454,97804,21119 -2021-01-19,10479.0,9499.0,8988.0,7735.0,6286.0,1197.0,244811,188503,159439,125454,97804,21119 -2021-01-20,11599.0,10458.0,9863.0,8526.0,6867.0,1309.0,244811,188503,159439,125454,97804,21119 -2021-01-21,13244.0,11578.0,11060.0,9534.0,7609.0,1456.0,244811,188503,159439,125454,97804,21119 -2021-01-22,15393.0,13440.0,12719.0,10997.0,8596.0,1638.0,244811,188503,159439,125454,97804,21119 -2021-01-23,17318.0,15169.0,14441.0,12761.0,9877.0,1862.0,244811,188503,159439,125454,97804,21119 -2021-01-24,18039.0,15946.0,15428.0,13594.0,10612.0,2009.0,244811,188503,159439,125454,97804,21119 -2021-01-25,18991.0,16828.0,16170.0,14287.0,11067.0,2093.0,244811,188503,159439,125454,97804,21119 -2021-01-26,20279.0,18221.0,17423.0,15344.0,11718.0,2226.0,244811,188503,159439,125454,97804,21119 -2021-01-27,21686.0,19747.0,18767.0,16597.0,12635.0,2401.0,244811,188503,159439,125454,97804,21119 -2021-01-28,24430.0,22169.0,21021.0,18676.0,14707.0,2639.0,244811,188503,159439,125454,97804,21119 -2021-01-29,27356.0,25158.0,24059.0,21147.0,16548.0,2912.0,244811,188503,159439,125454,97804,21119 -2021-01-30,30632.0,28490.0,27517.0,24752.0,19796.0,3346.0,244811,188503,159439,125454,97804,21119 -2021-01-31,32725.0,30716.0,29820.0,26453.0,21420.0,3563.0,244811,188503,159439,125454,97804,21119 -2021-02-01,34713.0,32865.0,32137.0,28560.0,23240.0,3752.0,244811,188503,159439,125454,97804,21119 -2021-02-02,37674.0,36008.0,35203.0,31073.0,25305.0,4032.0,244811,188503,159439,125454,97804,21119 -2021-02-03,42014.0,40194.0,39655.0,35049.0,28889.0,4501.0,244811,188503,159439,125454,97804,21119 -2021-02-04,47985.0,45521.0,44912.0,39403.0,32676.0,5096.0,244811,188503,159439,125454,97804,21119 -2021-02-05,54096.0,50939.0,50484.0,44247.0,36407.0,5705.0,244811,188503,159439,125454,97804,21119 -2021-02-06,62160.0,59255.0,59297.0,52206.0,44030.0,6734.0,244811,188503,159439,125454,97804,21119 -2021-02-07,65884.0,62923.0,63455.0,55713.0,47215.0,7238.0,244811,188503,159439,125454,97804,21119 -2021-02-08,70098.0,67081.0,67074.0,58912.0,49903.0,7644.0,244811,188503,159439,125454,97804,21119 -2021-02-09,75453.0,72002.0,71820.0,63189.0,53354.0,8113.0,244811,188503,159439,125454,97804,21119 -2021-02-10,81795.0,77238.0,76580.0,67200.0,56693.0,8624.0,244811,188503,159439,125454,97804,21119 -2021-02-11,89397.0,83118.0,81669.0,71540.0,59990.0,9310.0,244811,188503,159439,125454,97804,21119 -2021-02-12,95473.0,88536.0,86226.0,75236.0,63021.0,9989.0,244811,188503,159439,125454,97804,21119 -2021-02-13,101115.0,93065.0,90538.0,78652.0,65842.0,10542.0,244811,188503,159439,125454,97804,21119 -2021-02-14,102935.0,94640.0,92022.0,79765.0,66801.0,10696.0,244811,188503,159439,125454,97804,21119 -2021-02-15,105042.0,96103.0,93184.0,80591.0,67431.0,10857.0,244811,188503,159439,125454,97804,21119 -2021-02-16,108297.0,98399.0,95081.0,81963.0,68383.0,11116.0,244811,188503,159439,125454,97804,21119 -2021-02-17,112917.0,101507.0,97419.0,83636.0,69433.0,11473.0,244811,188503,159439,125454,97804,21119 -2021-02-18,117124.0,104566.0,99750.0,85309.0,70504.0,11774.0,244811,188503,159439,125454,97804,21119 -2021-02-19,120701.0,107401.0,101801.0,86674.0,71498.0,12054.0,244811,188503,159439,125454,97804,21119 -2021-02-20,124145.0,109781.0,103831.0,88179.0,72716.0,12390.0,244811,188503,159439,125454,97804,21119 -2021-02-21,125755.0,110915.0,104671.0,88641.0,73080.0,12488.0,244811,188503,159439,125454,97804,21119 -2021-02-22,127988.0,112462.0,105693.0,89341.0,73507.0,12642.0,244811,188503,159439,125454,97804,21119 -2021-02-23,132055.0,115521.0,107884.0,91035.0,74620.0,12936.0,244811,188503,159439,125454,97804,21119 -2021-02-24,137669.0,119483.0,110999.0,93205.0,76048.0,13349.0,244811,188503,159439,125454,97804,21119 -2021-02-25,144452.0,124096.0,114730.0,95746.0,77798.0,13874.0,244811,188503,159439,125454,97804,21119 -2021-02-26,151095.0,128919.0,118405.0,98252.0,79611.0,14427.0,244811,188503,159439,125454,97804,21119 -2021-02-27,156548.0,132349.0,121016.0,100177.0,81130.0,14868.0,244811,188503,159439,125454,97804,21119 -2021-02-28,158725.0,133728.0,122136.0,100793.0,81627.0,15071.0,244811,188503,159439,125454,97804,21119 -2021-03-01,160195.0,134939.0,123046.0,101353.0,81991.0,15197.0,244811,188503,159439,125454,97804,21119 -2021-03-02,161819.0,136122.0,123907.0,101941.0,82418.0,15337.0,244811,188503,159439,125454,97804,21119 -2021-03-03,164500.0,137984.0,125076.0,102767.0,82985.0,15526.0,244811,188503,159439,125454,97804,21119 -2021-03-04,167832.0,140259.0,126749.0,103887.0,83818.0,15764.0,244811,188503,159439,125454,97804,21119 -2021-03-05,171129.0,142310.0,128366.0,105014.0,84532.0,16009.0,244811,188503,159439,125454,97804,21119 -2021-03-06,174482.0,144389.0,129969.0,106211.0,85456.0,16268.0,244811,188503,159439,125454,97804,21119 -2021-03-07,175504.0,145054.0,130445.0,106491.0,85659.0,16345.0,244811,188503,159439,125454,97804,21119 -2021-03-08,176617.0,145796.0,130942.0,106848.0,85876.0,16436.0,244811,188503,159439,125454,97804,21119 -2021-03-09,177856.0,146734.0,131530.0,107149.0,86093.0,16548.0,244811,188503,159439,125454,97804,21119 -2021-03-10,179046.0,147602.0,132083.0,107492.0,86345.0,16611.0,244811,188503,159439,125454,97804,21119 -2021-03-11,180047.0,148295.0,132489.0,107786.0,86548.0,16681.0,244811,188503,159439,125454,97804,21119 -2021-03-12,181685.0,149268.0,133189.0,108241.0,86849.0,16793.0,244811,188503,159439,125454,97804,21119 -2021-03-13,183750.0,150493.0,133973.0,108815.0,87220.0,16954.0,244811,188503,159439,125454,97804,21119 -2021-03-14,184485.0,151109.0,134344.0,109088.0,87381.0,17010.0,244811,188503,159439,125454,97804,21119 -2021-03-15,185612.0,151928.0,134827.0,109410.0,87619.0,17073.0,244811,188503,159439,125454,97804,21119 -2021-03-16,186718.0,152544.0,135219.0,109725.0,87815.0,17136.0,244811,188503,159439,125454,97804,21119 -2021-03-17,187873.0,153188.0,135625.0,109998.0,88039.0,17206.0,244811,188503,159439,125454,97804,21119 -2021-03-18,188804.0,153839.0,136052.0,110299.0,88249.0,17262.0,244811,188503,159439,125454,97804,21119 -2021-03-19,189791.0,154532.0,136514.0,110621.0,88466.0,17346.0,244811,188503,159439,125454,97804,21119 -2021-03-20,191009.0,155260.0,137130.0,111048.0,88802.0,17444.0,244811,188503,159439,125454,97804,21119 -2021-03-21,191408.0,155575.0,137340.0,111209.0,88928.0,17493.0,244811,188503,159439,125454,97804,21119 -2021-03-22,192003.0,155974.0,137592.0,111363.0,89040.0,17528.0,244811,188503,159439,125454,97804,21119 -2021-03-23,192661.0,156380.0,137872.0,111566.0,89173.0,17570.0,244811,188503,159439,125454,97804,21119 -2021-03-24,193473.0,156891.0,138180.0,111783.0,89306.0,17619.0,244811,188503,159439,125454,97804,21119 -2021-03-25,194229.0,157381.0,138495.0,112007.0,89453.0,17654.0,244811,188503,159439,125454,97804,21119 -2021-03-26,195097.0,157913.0,138901.0,112280.0,89600.0,17717.0,244811,188503,159439,125454,97804,21119 -2021-03-27,196021.0,158487.0,139293.0,112581.0,89852.0,17787.0,244811,188503,159439,125454,97804,21119 -2021-03-28,196455.0,158781.0,139482.0,112714.0,89950.0,17829.0,244811,188503,159439,125454,97804,21119 -2021-03-29,196966.0,159082.0,139657.0,112861.0,90041.0,17857.0,244811,188503,159439,125454,97804,21119 -2021-03-30,197421.0,159383.0,139860.0,112987.0,90118.0,17899.0,244811,188503,159439,125454,97804,21119 -2021-03-31,197974.0,159733.0,140140.0,113155.0,90209.0,17941.0,244811,188503,159439,125454,97804,21119 -2021-04-01,198429.0,159999.0,140308.0,113253.0,90279.0,17969.0,244811,188503,159439,125454,97804,21119 -2021-04-02,198611.0,160104.0,140378.0,113316.0,90321.0,17976.0,244811,188503,159439,125454,97804,21119 -2021-04-03,198758.0,160237.0,140476.0,113365.0,90363.0,17990.0,244811,188503,159439,125454,97804,21119 -2021-04-04,198856.0,160279.0,140497.0,113393.0,90384.0,17997.0,244811,188503,159439,125454,97804,21119 -2021-04-05,198926.0,160307.0,140532.0,113407.0,90384.0,18004.0,244811,188503,159439,125454,97804,21119 -2021-04-06,199094.0,160419.0,140595.0,113456.0,90419.0,18018.0,244811,188503,159439,125454,97804,21119 -2021-04-07,199388.0,160587.0,140693.0,113512.0,90447.0,18046.0,244811,188503,159439,125454,97804,21119 -2021-04-08,199612.0,160706.0,140798.0,113582.0,90482.0,18060.0,244811,188503,159439,125454,97804,21119 -2021-04-09,199913.0,160895.0,140903.0,113645.0,90517.0,18081.0,244811,188503,159439,125454,97804,21119 -2021-04-10,200200.0,161056.0,140994.0,113722.0,90573.0,18088.0,244811,188503,159439,125454,97804,21119 -2021-04-11,200312.0,161098.0,141050.0,113750.0,90587.0,18095.0,244811,188503,159439,125454,97804,21119 -2021-04-12,200417.0,161182.0,141092.0,113771.0,90615.0,18102.0,244811,188503,159439,125454,97804,21119 -2021-04-13,200536.0,161238.0,141155.0,113813.0,90636.0,18109.0,244811,188503,159439,125454,97804,21119 -2021-04-14,200662.0,161322.0,141211.0,113862.0,90664.0,18116.0,244811,188503,159439,125454,97804,21119 -2021-04-15,200802.0,161399.0,141281.0,113904.0,90706.0,18123.0,244811,188503,159439,125454,97804,21119 -2021-04-16,200935.0,161490.0,141351.0,113953.0,90755.0,18137.0,244811,188503,159439,125454,97804,21119 -2021-04-17,201047.0,161588.0,141421.0,113995.0,90790.0,18151.0,244811,188503,159439,125454,97804,21119 -2021-04-18,201117.0,161630.0,141463.0,114023.0,90811.0,18158.0,244811,188503,159439,125454,97804,21119 -2021-04-19,201173.0,161686.0,141512.0,114044.0,90825.0,18165.0,244811,188503,159439,125454,97804,21119 -2021-04-20,201257.0,161763.0,141547.0,114079.0,90846.0,18179.0,244811,188503,159439,125454,97804,21119 -2021-04-21,201390.0,161833.0,141603.0,114114.0,90867.0,18186.0,244811,188503,159439,125454,97804,21119 -2021-04-22,201488.0,161903.0,141659.0,114170.0,90902.0,18200.0,244811,188503,159439,125454,97804,21119 -2021-04-23,201593.0,162008.0,141722.0,114212.0,90930.0,18214.0,244811,188503,159439,125454,97804,21119 -2021-04-24,201740.0,162078.0,141806.0,114254.0,90965.0,18235.0,244811,188503,159439,125454,97804,21119 -2021-04-25,201803.0,162127.0,141834.0,114275.0,90993.0,18235.0,244811,188503,159439,125454,97804,21119 -2021-04-26,201880.0,162204.0,141862.0,114317.0,91014.0,18242.0,244811,188503,159439,125454,97804,21119 -2021-04-27,201978.0,162274.0,141925.0,114359.0,91042.0,18249.0,244811,188503,159439,125454,97804,21119 -2021-04-28,202083.0,162365.0,141981.0,114415.0,91077.0,18263.0,244811,188503,159439,125454,97804,21119 -2021-04-29,202223.0,162456.0,142051.0,114450.0,91112.0,18277.0,244811,188503,159439,125454,97804,21119 -2021-04-30,202342.0,162547.0,142121.0,114492.0,91140.0,18291.0,244811,188503,159439,125454,97804,21119 -2021-05-01,202433.0,162596.0,142184.0,114534.0,91175.0,18298.0,244811,188503,159439,125454,97804,21119 -2021-05-02,202475.0,162638.0,142205.0,114548.0,91189.0,18298.0,244811,188503,159439,125454,97804,21119 -2021-05-03,202503.0,162666.0,142219.0,114562.0,91196.0,18305.0,244811,188503,159439,125454,97804,21119 -2021-05-04,202566.0,162715.0,142254.0,114590.0,91203.0,18312.0,244811,188503,159439,125454,97804,21119 -2021-05-05,202643.0,162785.0,142310.0,114618.0,91231.0,18319.0,244811,188503,159439,125454,97804,21119 -2021-05-06,202762.0,162869.0,142373.0,114667.0,91266.0,18326.0,244811,188503,159439,125454,97804,21119 -2021-05-07,202881.0,162946.0,142429.0,114702.0,91294.0,18340.0,244811,188503,159439,125454,97804,21119 -2021-05-08,202986.0,163023.0,142471.0,114730.0,91322.0,18347.0,244811,188503,159439,125454,97804,21119 -2021-05-09,203028.0,163072.0,142492.0,114751.0,91329.0,18354.0,244811,188503,159439,125454,97804,21119 -2021-05-10,203112.0,163121.0,142520.0,114772.0,91343.0,18354.0,244811,188503,159439,125454,97804,21119 -2021-05-11,203245.0,163219.0,142576.0,114800.0,91371.0,18368.0,244811,188503,159439,125454,97804,21119 -2021-05-12,203420.0,163352.0,142653.0,114870.0,91413.0,18382.0,244811,188503,159439,125454,97804,21119 -2021-05-13,203602.0,163471.0,142758.0,114940.0,91455.0,18410.0,244811,188503,159439,125454,97804,21119 -2021-05-14,203784.0,163611.0,142835.0,115003.0,91490.0,18431.0,244811,188503,159439,125454,97804,21119 -2021-05-15,203959.0,163744.0,142919.0,115087.0,91532.0,18452.0,244811,188503,159439,125454,97804,21119 -2021-05-16,204057.0,163814.0,142961.0,115115.0,91546.0,18459.0,244811,188503,159439,125454,97804,21119 -2021-05-17,204176.0,163891.0,142996.0,115136.0,91553.0,18466.0,244811,188503,159439,125454,97804,21119 -2021-05-18,204344.0,163996.0,143059.0,115185.0,91581.0,18480.0,244811,188503,159439,125454,97804,21119 -2021-05-19,204540.0,164136.0,143143.0,115255.0,91623.0,18494.0,244811,188503,159439,125454,97804,21119 -2021-05-20,204771.0,164269.0,143241.0,115304.0,91658.0,18508.0,244811,188503,159439,125454,97804,21119 -2021-05-21,204960.0,164381.0,143311.0,115346.0,91700.0,18522.0,244811,188503,159439,125454,97804,21119 -2021-05-22,205079.0,164479.0,143367.0,115374.0,91735.0,18529.0,244811,188503,159439,125454,97804,21119 -2021-05-23,205149.0,164521.0,143395.0,115409.0,91756.0,18536.0,244811,188503,159439,125454,97804,21119 -2021-05-24,205233.0,164570.0,143430.0,115430.0,91770.0,18536.0,244811,188503,159439,125454,97804,21119 -2021-05-25,205359.0,164661.0,143479.0,115465.0,91805.0,18543.0,244811,188503,159439,125454,97804,21119 -2021-05-26,205541.0,164780.0,143563.0,115528.0,91840.0,18557.0,244811,188503,159439,125454,97804,21119 -2021-05-27,205716.0,164906.0,143647.0,115577.0,91868.0,18571.0,244811,188503,159439,125454,97804,21119 -2021-05-28,205877.0,164997.0,143731.0,115626.0,91903.0,18585.0,244811,188503,159439,125454,97804,21119 -2021-05-29,206010.0,165095.0,143780.0,115668.0,91924.0,18592.0,244811,188503,159439,125454,97804,21119 -2021-05-30,206087.0,165158.0,143815.0,115689.0,91945.0,18599.0,244811,188503,159439,125454,97804,21119 -2021-05-31,206129.0,165200.0,143829.0,115710.0,91952.0,18599.0,244811,188503,159439,125454,97804,21119 -2021-06-01,206192.0,165242.0,143864.0,115717.0,91966.0,18606.0,244811,188503,159439,125454,97804,21119 -2021-06-02,206297.0,165312.0,143906.0,115745.0,91987.0,18613.0,244811,188503,159439,125454,97804,21119 -2021-06-03,206423.0,165389.0,143955.0,115766.0,92008.0,18627.0,244811,188503,159439,125454,97804,21119 -2021-06-04,206507.0,165445.0,143997.0,115801.0,92029.0,18641.0,244811,188503,159439,125454,97804,21119 -2021-06-05,206640.0,165536.0,144053.0,115836.0,92057.0,18655.0,244811,188503,159439,125454,97804,21119 -2021-06-06,206724.0,165592.0,144081.0,115857.0,92078.0,18655.0,244811,188503,159439,125454,97804,21119 -2021-06-07,206801.0,165641.0,144123.0,115878.0,92085.0,18662.0,244811,188503,159439,125454,97804,21119 -2021-06-08,206885.0,165690.0,144172.0,115906.0,92099.0,18676.0,244811,188503,159439,125454,97804,21119 -2021-06-09,207039.0,165774.0,144221.0,115927.0,92120.0,18683.0,244811,188503,159439,125454,97804,21119 -2021-06-10,207151.0,165851.0,144263.0,115962.0,92148.0,18697.0,244811,188503,159439,125454,97804,21119 -2021-06-11,207277.0,165907.0,144312.0,116004.0,92162.0,18711.0,244811,188503,159439,125454,97804,21119 -2021-06-12,207417.0,166012.0,144375.0,116039.0,92197.0,18725.0,244811,188503,159439,125454,97804,21119 -2021-06-13,207480.0,166054.0,144403.0,116067.0,92211.0,18739.0,244811,188503,159439,125454,97804,21119 -2021-06-14,207536.0,166096.0,144424.0,116088.0,92218.0,18739.0,244811,188503,159439,125454,97804,21119 -2021-06-15,207634.0,166145.0,144459.0,116109.0,92239.0,18746.0,244811,188503,159439,125454,97804,21119 -2021-06-16,207739.0,166229.0,144501.0,116130.0,92267.0,18753.0,244811,188503,159439,125454,97804,21119 -2021-06-17,207886.0,166299.0,144557.0,116165.0,92281.0,18760.0,244811,188503,159439,125454,97804,21119 -2021-06-18,208005.0,166390.0,144606.0,116200.0,92309.0,18767.0,244811,188503,159439,125454,97804,21119 -2021-06-19,208173.0,166488.0,144648.0,116249.0,92337.0,18781.0,244811,188503,159439,125454,97804,21119 -2021-06-20,208243.0,166516.0,144683.0,116270.0,92344.0,18788.0,244811,188503,159439,125454,97804,21119 -2021-06-21,208313.0,166558.0,144718.0,116284.0,92358.0,18788.0,244811,188503,159439,125454,97804,21119 -2021-06-22,208425.0,166614.0,144753.0,116305.0,92386.0,18802.0,244811,188503,159439,125454,97804,21119 -2021-06-23,208530.0,166670.0,144795.0,116333.0,92407.0,18816.0,244811,188503,159439,125454,97804,21119 -2021-06-24,208656.0,166740.0,144844.0,116361.0,92421.0,18823.0,244811,188503,159439,125454,97804,21119 -2021-06-25,208768.0,166817.0,144886.0,116410.0,92449.0,18837.0,244811,188503,159439,125454,97804,21119 -2021-06-26,208936.0,166915.0,144942.0,116445.0,92477.0,18844.0,244811,188503,159439,125454,97804,21119 -2021-06-27,209020.0,166964.0,144977.0,116466.0,92491.0,18851.0,244811,188503,159439,125454,97804,21119 -2021-06-28,209090.0,167013.0,145005.0,116487.0,92505.0,18858.0,244811,188503,159439,125454,97804,21119 -2021-06-29,209181.0,167069.0,145033.0,116515.0,92519.0,18865.0,244811,188503,159439,125454,97804,21119 -2021-06-30,209307.0,167132.0,145075.0,116543.0,92540.0,18872.0,244811,188503,159439,125454,97804,21119 -2021-07-01,209419.0,167202.0,145124.0,116578.0,92554.0,18886.0,244811,188503,159439,125454,97804,21119 -2021-07-02,209510.0,167251.0,145159.0,116599.0,92561.0,18886.0,244811,188503,159439,125454,97804,21119 -2021-07-03,209629.0,167307.0,145208.0,116634.0,92582.0,18893.0,244811,188503,159439,125454,97804,21119 -2021-07-04,209671.0,167342.0,145222.0,116648.0,92589.0,18893.0,244811,188503,159439,125454,97804,21119 -2021-07-05,209741.0,167391.0,145243.0,116662.0,92596.0,18900.0,244811,188503,159439,125454,97804,21119 -2021-07-06,209825.0,167433.0,145257.0,116683.0,92610.0,18914.0,244811,188503,159439,125454,97804,21119 -2021-07-07,209909.0,167489.0,145292.0,116704.0,92631.0,18914.0,244811,188503,159439,125454,97804,21119 -2021-07-08,210007.0,167559.0,145334.0,116732.0,92645.0,18921.0,244811,188503,159439,125454,97804,21119 -2021-07-09,210112.0,167608.0,145376.0,116760.0,92666.0,18928.0,244811,188503,159439,125454,97804,21119 -2021-07-10,210217.0,167678.0,145432.0,116781.0,92687.0,18942.0,244811,188503,159439,125454,97804,21119 -2021-07-11,210245.0,167727.0,145453.0,116802.0,92694.0,18942.0,244811,188503,159439,125454,97804,21119 -2021-07-12,210308.0,167748.0,145467.0,116809.0,92701.0,18942.0,244811,188503,159439,125454,97804,21119 -2021-07-13,210371.0,167783.0,145502.0,116830.0,92708.0,18956.0,244811,188503,159439,125454,97804,21119 -2021-07-14,210441.0,167832.0,145537.0,116851.0,92729.0,18963.0,244811,188503,159439,125454,97804,21119 -2021-07-15,210532.0,167888.0,145586.0,116886.0,92757.0,18963.0,244811,188503,159439,125454,97804,21119 -2021-07-16,210609.0,167944.0,145621.0,116907.0,92771.0,18970.0,244811,188503,159439,125454,97804,21119 -2021-07-17,210693.0,168014.0,145670.0,116935.0,92785.0,18984.0,244811,188503,159439,125454,97804,21119 -2021-07-18,210728.0,168028.0,145684.0,116949.0,92799.0,18984.0,244811,188503,159439,125454,97804,21119 -2021-07-19,210763.0,168063.0,145698.0,116956.0,92806.0,18991.0,244811,188503,159439,125454,97804,21119 -2021-07-20,210791.0,168098.0,145719.0,116970.0,92820.0,18991.0,244811,188503,159439,125454,97804,21119 -2021-07-21,210840.0,168133.0,145740.0,116991.0,92834.0,18998.0,244811,188503,159439,125454,97804,21119 -2021-07-22,210910.0,168175.0,145775.0,117005.0,92848.0,19005.0,244811,188503,159439,125454,97804,21119 -2021-07-23,210966.0,168210.0,145803.0,117019.0,92855.0,19012.0,244811,188503,159439,125454,97804,21119 -2021-07-24,211029.0,168245.0,145838.0,117033.0,92876.0,19019.0,244811,188503,159439,125454,97804,21119 -2021-07-25,211064.0,168266.0,145852.0,117040.0,92876.0,19019.0,244811,188503,159439,125454,97804,21119 -2021-07-26,211113.0,168294.0,145866.0,117061.0,92883.0,19019.0,244811,188503,159439,125454,97804,21119 -2021-07-27,211162.0,168322.0,145887.0,117068.0,92897.0,19019.0,244811,188503,159439,125454,97804,21119 -2021-07-28,211225.0,168357.0,145901.0,117082.0,92897.0,19026.0,244811,188503,159439,125454,97804,21119 -2021-07-29,211288.0,168399.0,145929.0,117096.0,92911.0,19040.0,244811,188503,159439,125454,97804,21119 -2021-07-30,211344.0,168434.0,145950.0,117103.0,92918.0,19040.0,244811,188503,159439,125454,97804,21119 -2021-07-31,211407.0,168469.0,145971.0,117117.0,92932.0,19047.0,244811,188503,159439,125454,97804,21119 -2021-08-01,211435.0,168490.0,145985.0,117138.0,92932.0,19047.0,244811,188503,159439,125454,97804,21119 -2021-08-02,211463.0,168511.0,145999.0,117152.0,92939.0,19054.0,244811,188503,159439,125454,97804,21119 -2021-08-03,211526.0,168546.0,146020.0,117166.0,92946.0,19061.0,244811,188503,159439,125454,97804,21119 -2021-08-04,211582.0,168588.0,146048.0,117180.0,92960.0,19061.0,244811,188503,159439,125454,97804,21119 -2021-08-05,211631.0,168609.0,146062.0,117194.0,92967.0,19068.0,244811,188503,159439,125454,97804,21119 -2021-08-06,211673.0,168644.0,146090.0,117215.0,92974.0,19075.0,244811,188503,159439,125454,97804,21119 -2021-08-07,211736.0,168679.0,146118.0,117236.0,92988.0,19082.0,244811,188503,159439,125454,97804,21119 -2021-08-08,211764.0,168693.0,146132.0,117243.0,92995.0,19082.0,244811,188503,159439,125454,97804,21119 -2021-08-09,211799.0,168707.0,146153.0,117243.0,93002.0,19089.0,244811,188503,159439,125454,97804,21119 -2021-08-10,211848.0,168728.0,146174.0,117257.0,93016.0,19089.0,244811,188503,159439,125454,97804,21119 -2021-08-11,211911.0,168770.0,146181.0,117271.0,93023.0,19096.0,244811,188503,159439,125454,97804,21119 -2021-08-12,211967.0,168798.0,146202.0,117278.0,93030.0,19103.0,244811,188503,159439,125454,97804,21119 -2021-08-13,212023.0,168833.0,146216.0,117285.0,93037.0,19103.0,244811,188503,159439,125454,97804,21119 -2021-08-14,212072.0,168861.0,146244.0,117299.0,93044.0,19103.0,244811,188503,159439,125454,97804,21119 -2021-08-15,212100.0,168875.0,146251.0,117306.0,93044.0,19110.0,244811,188503,159439,125454,97804,21119 -2021-08-16,212128.0,168903.0,146265.0,117313.0,93051.0,19110.0,244811,188503,159439,125454,97804,21119 -2021-08-17,212177.0,168917.0,146279.0,117327.0,93058.0,19117.0,244811,188503,159439,125454,97804,21119 -2021-08-18,212212.0,168952.0,146307.0,117341.0,93065.0,19117.0,244811,188503,159439,125454,97804,21119 -2021-08-19,212212.0,168952.0,146307.0,117348.0,93065.0,19117.0,244811,188503,159439,125454,97804,21119 +2020-12-01,0.0,0.0,0.0,0.0,0.0,0.0,245063,188916,159768,125853,98098,21245 +2020-12-03,0.0,0.0,0.0,0.0,0.0,0.0,245063,188916,159768,125853,98098,21245 +2020-12-08,42.0,42.0,28.0,42.0,42.0,7.0,245063,188916,159768,125853,98098,21245 +2020-12-09,98.0,91.0,77.0,105.0,84.0,21.0,245063,188916,159768,125853,98098,21245 +2020-12-10,168.0,154.0,147.0,147.0,140.0,28.0,245063,188916,159768,125853,98098,21245 +2020-12-11,238.0,217.0,210.0,203.0,189.0,42.0,245063,188916,159768,125853,98098,21245 +2020-12-12,294.0,280.0,266.0,266.0,259.0,49.0,245063,188916,159768,125853,98098,21245 +2020-12-13,329.0,315.0,308.0,301.0,287.0,49.0,245063,188916,159768,125853,98098,21245 +2020-12-14,378.0,371.0,364.0,350.0,329.0,56.0,245063,188916,159768,125853,98098,21245 +2020-12-15,476.0,455.0,462.0,434.0,413.0,70.0,245063,188916,159768,125853,98098,21245 +2020-12-16,581.0,518.0,553.0,518.0,490.0,77.0,245063,188916,159768,125853,98098,21245 +2020-12-17,693.0,609.0,679.0,623.0,588.0,91.0,245063,188916,159768,125853,98098,21245 +2020-12-18,791.0,728.0,798.0,742.0,679.0,105.0,245063,188916,159768,125853,98098,21245 +2020-12-19,882.0,798.0,875.0,826.0,770.0,119.0,245063,188916,159768,125853,98098,21245 +2020-12-20,994.0,917.0,966.0,910.0,847.0,140.0,245063,188916,159768,125853,98098,21245 +2020-12-21,1197.0,1050.0,1085.0,1043.0,945.0,168.0,245063,188916,159768,125853,98098,21245 +2020-12-22,1337.0,1211.0,1211.0,1190.0,1064.0,196.0,245063,188916,159768,125853,98098,21245 +2020-12-23,1554.0,1400.0,1372.0,1337.0,1190.0,224.0,245063,188916,159768,125853,98098,21245 +2020-12-24,1638.0,1491.0,1456.0,1421.0,1253.0,238.0,245063,188916,159768,125853,98098,21245 +2020-12-25,1638.0,1491.0,1456.0,1421.0,1253.0,238.0,245063,188916,159768,125853,98098,21245 +2020-12-26,1645.0,1498.0,1456.0,1428.0,1260.0,238.0,245063,188916,159768,125853,98098,21245 +2020-12-27,1659.0,1526.0,1470.0,1435.0,1274.0,238.0,245063,188916,159768,125853,98098,21245 +2020-12-28,1694.0,1568.0,1505.0,1463.0,1316.0,238.0,245063,188916,159768,125853,98098,21245 +2020-12-29,1820.0,1673.0,1617.0,1526.0,1386.0,252.0,245063,188916,159768,125853,98098,21245 +2020-12-30,2142.0,1981.0,1932.0,1778.0,1561.0,294.0,245063,188916,159768,125853,98098,21245 +2020-12-31,2499.0,2233.0,2191.0,2002.0,1743.0,322.0,245063,188916,159768,125853,98098,21245 +2021-01-01,2569.0,2296.0,2268.0,2058.0,1792.0,329.0,245063,188916,159768,125853,98098,21245 +2021-01-02,2639.0,2387.0,2317.0,2121.0,1827.0,336.0,245063,188916,159768,125853,98098,21245 +2021-01-03,2681.0,2436.0,2366.0,2163.0,1862.0,343.0,245063,188916,159768,125853,98098,21245 +2021-01-04,2786.0,2555.0,2457.0,2261.0,1946.0,350.0,245063,188916,159768,125853,98098,21245 +2021-01-05,2968.0,2730.0,2667.0,2429.0,2093.0,392.0,245063,188916,159768,125853,98098,21245 +2021-01-06,3199.0,3038.0,2926.0,2646.0,2261.0,434.0,245063,188916,159768,125853,98098,21245 +2021-01-07,3661.0,3458.0,3290.0,3003.0,2520.0,483.0,245063,188916,159768,125853,98098,21245 +2021-01-08,4263.0,3969.0,3752.0,3353.0,2807.0,539.0,245063,188916,159768,125853,98098,21245 +2021-01-09,4739.0,4459.0,4179.0,3745.0,3115.0,595.0,245063,188916,159768,125853,98098,21245 +2021-01-10,4935.0,4662.0,4396.0,3941.0,3276.0,623.0,245063,188916,159768,125853,98098,21245 +2021-01-11,5383.0,5054.0,4767.0,4249.0,3500.0,679.0,245063,188916,159768,125853,98098,21245 +2021-01-12,5957.0,5495.0,5180.0,4599.0,3759.0,742.0,245063,188916,159768,125853,98098,21245 +2021-01-13,6496.0,6048.0,5586.0,4970.0,4074.0,805.0,245063,188916,159768,125853,98098,21245 +2021-01-14,7161.0,6587.0,6174.0,5376.0,4438.0,882.0,245063,188916,159768,125853,98098,21245 +2021-01-15,8141.0,7378.0,6937.0,5985.0,4886.0,959.0,245063,188916,159768,125853,98098,21245 +2021-01-16,8813.0,7980.0,7518.0,6538.0,5334.0,1036.0,245063,188916,159768,125853,98098,21245 +2021-01-17,9191.0,8302.0,7896.0,6860.0,5635.0,1085.0,245063,188916,159768,125853,98098,21245 +2021-01-18,9751.0,8750.0,8295.0,7182.0,5901.0,1127.0,245063,188916,159768,125853,98098,21245 +2021-01-19,10479.0,9527.0,9002.0,7777.0,6300.0,1204.0,245063,188916,159768,125853,98098,21245 +2021-01-20,11599.0,10486.0,9884.0,8568.0,6874.0,1309.0,245063,188916,159768,125853,98098,21245 +2021-01-21,13237.0,11606.0,11081.0,9576.0,7623.0,1463.0,245063,188916,159768,125853,98098,21245 +2021-01-22,15386.0,13475.0,12740.0,11039.0,8610.0,1645.0,245063,188916,159768,125853,98098,21245 +2021-01-23,17311.0,15204.0,14455.0,12803.0,9884.0,1869.0,245063,188916,159768,125853,98098,21245 +2021-01-24,18039.0,15981.0,15442.0,13629.0,10619.0,2016.0,245063,188916,159768,125853,98098,21245 +2021-01-25,18991.0,16870.0,16177.0,14329.0,11074.0,2100.0,245063,188916,159768,125853,98098,21245 +2021-01-26,20272.0,18256.0,17430.0,15386.0,11725.0,2240.0,245063,188916,159768,125853,98098,21245 +2021-01-27,21686.0,19782.0,18774.0,16632.0,12642.0,2408.0,245063,188916,159768,125853,98098,21245 +2021-01-28,24423.0,22197.0,21028.0,18711.0,14707.0,2653.0,245063,188916,159768,125853,98098,21245 +2021-01-29,27342.0,25193.0,24045.0,21182.0,16541.0,2926.0,245063,188916,159768,125853,98098,21245 +2021-01-30,30618.0,28532.0,27517.0,24787.0,19789.0,3360.0,245063,188916,159768,125853,98098,21245 +2021-01-31,32711.0,30793.0,29834.0,26502.0,21413.0,3577.0,245063,188916,159768,125853,98098,21245 +2021-02-01,34699.0,32942.0,32158.0,28602.0,23240.0,3766.0,245063,188916,159768,125853,98098,21245 +2021-02-02,37660.0,36078.0,35224.0,31122.0,25305.0,4046.0,245063,188916,159768,125853,98098,21245 +2021-02-03,42000.0,40271.0,39662.0,35098.0,28882.0,4515.0,245063,188916,159768,125853,98098,21245 +2021-02-04,47971.0,45591.0,44919.0,39438.0,32669.0,5110.0,245063,188916,159768,125853,98098,21245 +2021-02-05,54082.0,51002.0,50498.0,44275.0,36400.0,5733.0,245063,188916,159768,125853,98098,21245 +2021-02-06,62132.0,59311.0,59290.0,52227.0,44016.0,6762.0,245063,188916,159768,125853,98098,21245 +2021-02-07,65856.0,62972.0,63455.0,55734.0,47201.0,7259.0,245063,188916,159768,125853,98098,21245 +2021-02-08,70077.0,67123.0,67074.0,58933.0,49889.0,7672.0,245063,188916,159768,125853,98098,21245 +2021-02-09,75425.0,72030.0,71813.0,63210.0,53340.0,8141.0,245063,188916,159768,125853,98098,21245 +2021-02-10,81781.0,77273.0,76573.0,67221.0,56693.0,8652.0,245063,188916,159768,125853,98098,21245 +2021-02-11,89376.0,83160.0,81655.0,71568.0,59990.0,9338.0,245063,188916,159768,125853,98098,21245 +2021-02-12,95452.0,88571.0,86226.0,75271.0,63028.0,10024.0,245063,188916,159768,125853,98098,21245 +2021-02-13,101108.0,93100.0,90545.0,78687.0,65863.0,10577.0,245063,188916,159768,125853,98098,21245 +2021-02-14,102928.0,94682.0,92043.0,79807.0,66822.0,10738.0,245063,188916,159768,125853,98098,21245 +2021-02-15,105042.0,96152.0,93198.0,80640.0,67459.0,10899.0,245063,188916,159768,125853,98098,21245 +2021-02-16,108297.0,98462.0,95102.0,82026.0,68418.0,11165.0,245063,188916,159768,125853,98098,21245 +2021-02-17,112938.0,101584.0,97454.0,83699.0,69468.0,11515.0,245063,188916,159768,125853,98098,21245 +2021-02-18,117152.0,104657.0,99778.0,85393.0,70560.0,11830.0,245063,188916,159768,125853,98098,21245 +2021-02-19,120743.0,107499.0,101836.0,86765.0,71554.0,12117.0,245063,188916,159768,125853,98098,21245 +2021-02-20,124194.0,109886.0,103866.0,88291.0,72779.0,12446.0,245063,188916,159768,125853,98098,21245 +2021-02-21,125811.0,111020.0,104720.0,88746.0,73150.0,12544.0,245063,188916,159768,125853,98098,21245 +2021-02-22,128051.0,112567.0,105749.0,89460.0,73577.0,12705.0,245063,188916,159768,125853,98098,21245 +2021-02-23,132118.0,115626.0,107940.0,91161.0,74704.0,13006.0,245063,188916,159768,125853,98098,21245 +2021-02-24,137739.0,119602.0,111048.0,93338.0,76139.0,13412.0,245063,188916,159768,125853,98098,21245 +2021-02-25,144529.0,124229.0,114786.0,95886.0,77896.0,13937.0,245063,188916,159768,125853,98098,21245 +2021-02-26,151179.0,129066.0,118482.0,98406.0,79709.0,14497.0,245063,188916,159768,125853,98098,21245 +2021-02-27,156639.0,132510.0,121107.0,100338.0,81235.0,14938.0,245063,188916,159768,125853,98098,21245 +2021-02-28,158816.0,133889.0,122227.0,100947.0,81732.0,15141.0,245063,188916,159768,125853,98098,21245 +2021-03-01,160286.0,135107.0,123137.0,101514.0,82103.0,15267.0,245063,188916,159768,125853,98098,21245 +2021-03-02,161910.0,136297.0,123991.0,102109.0,82523.0,15407.0,245063,188916,159768,125853,98098,21245 +2021-03-03,164598.0,138166.0,125160.0,102935.0,83104.0,15596.0,245063,188916,159768,125853,98098,21245 +2021-03-04,167937.0,140448.0,126847.0,104062.0,83944.0,15834.0,245063,188916,159768,125853,98098,21245 +2021-03-05,171248.0,142499.0,128478.0,105189.0,84665.0,16079.0,245063,188916,159768,125853,98098,21245 +2021-03-06,174601.0,144585.0,130088.0,106407.0,85596.0,16338.0,245063,188916,159768,125853,98098,21245 +2021-03-07,175616.0,145250.0,130571.0,106687.0,85799.0,16429.0,245063,188916,159768,125853,98098,21245 +2021-03-08,176729.0,145992.0,131075.0,107051.0,86016.0,16513.0,245063,188916,159768,125853,98098,21245 +2021-03-09,177968.0,146923.0,131663.0,107359.0,86247.0,16625.0,245063,188916,159768,125853,98098,21245 +2021-03-10,179158.0,147798.0,132216.0,107695.0,86499.0,16688.0,245063,188916,159768,125853,98098,21245 +2021-03-11,180159.0,148491.0,132622.0,108003.0,86695.0,16765.0,245063,188916,159768,125853,98098,21245 +2021-03-12,181797.0,149464.0,133322.0,108465.0,87010.0,16870.0,245063,188916,159768,125853,98098,21245 +2021-03-13,183869.0,150703.0,134120.0,109046.0,87381.0,17038.0,245063,188916,159768,125853,98098,21245 +2021-03-14,184604.0,151319.0,134498.0,109312.0,87549.0,17094.0,245063,188916,159768,125853,98098,21245 +2021-03-15,185745.0,152138.0,134988.0,109641.0,87794.0,17164.0,245063,188916,159768,125853,98098,21245 +2021-03-16,186851.0,152761.0,135380.0,109956.0,87983.0,17220.0,245063,188916,159768,125853,98098,21245 +2021-03-17,188006.0,153412.0,135786.0,110229.0,88214.0,17290.0,245063,188916,159768,125853,98098,21245 +2021-03-18,188937.0,154077.0,136220.0,110537.0,88431.0,17346.0,245063,188916,159768,125853,98098,21245 +2021-03-19,189924.0,154763.0,136689.0,110866.0,88648.0,17437.0,245063,188916,159768,125853,98098,21245 +2021-03-20,191149.0,155505.0,137305.0,111293.0,88991.0,17535.0,245063,188916,159768,125853,98098,21245 +2021-03-21,191555.0,155820.0,137522.0,111454.0,89117.0,17584.0,245063,188916,159768,125853,98098,21245 +2021-03-22,192157.0,156226.0,137774.0,111615.0,89236.0,17619.0,245063,188916,159768,125853,98098,21245 +2021-03-23,192815.0,156625.0,138061.0,111818.0,89369.0,17661.0,245063,188916,159768,125853,98098,21245 +2021-03-24,193627.0,157136.0,138369.0,112042.0,89509.0,17710.0,245063,188916,159768,125853,98098,21245 +2021-03-25,194383.0,157626.0,138684.0,112266.0,89663.0,17752.0,245063,188916,159768,125853,98098,21245 +2021-03-26,195251.0,158165.0,139097.0,112546.0,89810.0,17815.0,245063,188916,159768,125853,98098,21245 +2021-03-27,196175.0,158739.0,139489.0,112861.0,90062.0,17885.0,245063,188916,159768,125853,98098,21245 +2021-03-28,196609.0,159033.0,139678.0,112994.0,90160.0,17927.0,245063,188916,159768,125853,98098,21245 +2021-03-29,197120.0,159334.0,139860.0,113148.0,90251.0,17955.0,245063,188916,159768,125853,98098,21245 +2021-03-30,197575.0,159635.0,140063.0,113267.0,90328.0,17997.0,245063,188916,159768,125853,98098,21245 +2021-03-31,198135.0,159992.0,140343.0,113442.0,90419.0,18032.0,245063,188916,159768,125853,98098,21245 +2021-04-01,198590.0,160265.0,140511.0,113540.0,90489.0,18060.0,245063,188916,159768,125853,98098,21245 +2021-04-02,198772.0,160370.0,140588.0,113603.0,90538.0,18074.0,245063,188916,159768,125853,98098,21245 +2021-04-03,198919.0,160503.0,140679.0,113659.0,90580.0,18088.0,245063,188916,159768,125853,98098,21245 +2021-04-04,199017.0,160538.0,140707.0,113680.0,90594.0,18088.0,245063,188916,159768,125853,98098,21245 +2021-04-05,199087.0,160573.0,140742.0,113694.0,90601.0,18102.0,245063,188916,159768,125853,98098,21245 +2021-04-06,199262.0,160678.0,140805.0,113743.0,90629.0,18116.0,245063,188916,159768,125853,98098,21245 +2021-04-07,199556.0,160846.0,140910.0,113806.0,90664.0,18144.0,245063,188916,159768,125853,98098,21245 +2021-04-08,199780.0,160972.0,141015.0,113869.0,90699.0,18158.0,245063,188916,159768,125853,98098,21245 +2021-04-09,200081.0,161161.0,141113.0,113939.0,90734.0,18172.0,245063,188916,159768,125853,98098,21245 +2021-04-10,200368.0,161315.0,141204.0,114009.0,90783.0,18186.0,245063,188916,159768,125853,98098,21245 +2021-04-11,200480.0,161364.0,141260.0,114037.0,90804.0,18193.0,245063,188916,159768,125853,98098,21245 +2021-04-12,200578.0,161448.0,141302.0,114065.0,90825.0,18200.0,245063,188916,159768,125853,98098,21245 +2021-04-13,200704.0,161511.0,141372.0,114107.0,90853.0,18200.0,245063,188916,159768,125853,98098,21245 +2021-04-14,200830.0,161588.0,141428.0,114156.0,90881.0,18207.0,245063,188916,159768,125853,98098,21245 +2021-04-15,200970.0,161672.0,141498.0,114205.0,90923.0,18221.0,245063,188916,159768,125853,98098,21245 +2021-04-16,201103.0,161763.0,141568.0,114247.0,90965.0,18235.0,245063,188916,159768,125853,98098,21245 +2021-04-17,201215.0,161854.0,141638.0,114296.0,91007.0,18242.0,245063,188916,159768,125853,98098,21245 +2021-04-18,201285.0,161896.0,141680.0,114324.0,91021.0,18249.0,245063,188916,159768,125853,98098,21245 +2021-04-19,201334.0,161952.0,141729.0,114338.0,91042.0,18256.0,245063,188916,159768,125853,98098,21245 +2021-04-20,201425.0,162029.0,141764.0,114380.0,91063.0,18270.0,245063,188916,159768,125853,98098,21245 +2021-04-21,201558.0,162106.0,141820.0,114415.0,91084.0,18284.0,245063,188916,159768,125853,98098,21245 +2021-04-22,201656.0,162176.0,141876.0,114464.0,91119.0,18291.0,245063,188916,159768,125853,98098,21245 +2021-04-23,201761.0,162274.0,141939.0,114506.0,91154.0,18305.0,245063,188916,159768,125853,98098,21245 +2021-04-24,201901.0,162351.0,142023.0,114555.0,91182.0,18326.0,245063,188916,159768,125853,98098,21245 +2021-04-25,201971.0,162400.0,142051.0,114576.0,91210.0,18333.0,245063,188916,159768,125853,98098,21245 +2021-04-26,202048.0,162477.0,142079.0,114618.0,91238.0,18333.0,245063,188916,159768,125853,98098,21245 +2021-04-27,202146.0,162547.0,142142.0,114660.0,91259.0,18347.0,245063,188916,159768,125853,98098,21245 +2021-04-28,202251.0,162645.0,142198.0,114716.0,91294.0,18354.0,245063,188916,159768,125853,98098,21245 +2021-04-29,202391.0,162736.0,142268.0,114758.0,91329.0,18368.0,245063,188916,159768,125853,98098,21245 +2021-04-30,202510.0,162827.0,142345.0,114800.0,91357.0,18382.0,245063,188916,159768,125853,98098,21245 +2021-05-01,202601.0,162883.0,142401.0,114842.0,91392.0,18389.0,245063,188916,159768,125853,98098,21245 +2021-05-02,202650.0,162918.0,142429.0,114856.0,91413.0,18396.0,245063,188916,159768,125853,98098,21245 +2021-05-03,202671.0,162946.0,142436.0,114870.0,91420.0,18396.0,245063,188916,159768,125853,98098,21245 +2021-05-04,202741.0,162995.0,142471.0,114898.0,91427.0,18403.0,245063,188916,159768,125853,98098,21245 +2021-05-05,202818.0,163065.0,142527.0,114926.0,91448.0,18410.0,245063,188916,159768,125853,98098,21245 +2021-05-06,202930.0,163149.0,142597.0,114975.0,91490.0,18424.0,245063,188916,159768,125853,98098,21245 +2021-05-07,203056.0,163219.0,142646.0,115010.0,91518.0,18431.0,245063,188916,159768,125853,98098,21245 +2021-05-08,203154.0,163296.0,142695.0,115038.0,91546.0,18438.0,245063,188916,159768,125853,98098,21245 +2021-05-09,203203.0,163345.0,142709.0,115059.0,91553.0,18452.0,245063,188916,159768,125853,98098,21245 +2021-05-10,203287.0,163394.0,142737.0,115080.0,91560.0,18452.0,245063,188916,159768,125853,98098,21245 +2021-05-11,203413.0,163499.0,142793.0,115115.0,91595.0,18459.0,245063,188916,159768,125853,98098,21245 +2021-05-12,203595.0,163625.0,142877.0,115185.0,91637.0,18480.0,245063,188916,159768,125853,98098,21245 +2021-05-13,203777.0,163758.0,142975.0,115248.0,91679.0,18501.0,245063,188916,159768,125853,98098,21245 +2021-05-14,203966.0,163891.0,143052.0,115311.0,91714.0,18529.0,245063,188916,159768,125853,98098,21245 +2021-05-15,204134.0,164031.0,143143.0,115402.0,91756.0,18550.0,245063,188916,159768,125853,98098,21245 +2021-05-16,204239.0,164101.0,143178.0,115423.0,91770.0,18557.0,245063,188916,159768,125853,98098,21245 +2021-05-17,204351.0,164178.0,143213.0,115451.0,91777.0,18564.0,245063,188916,159768,125853,98098,21245 +2021-05-18,204519.0,164283.0,143283.0,115493.0,91805.0,18578.0,245063,188916,159768,125853,98098,21245 +2021-05-19,204722.0,164423.0,143367.0,115570.0,91847.0,18585.0,245063,188916,159768,125853,98098,21245 +2021-05-20,204953.0,164556.0,143458.0,115619.0,91882.0,18606.0,245063,188916,159768,125853,98098,21245 +2021-05-21,205135.0,164675.0,143528.0,115661.0,91924.0,18620.0,245063,188916,159768,125853,98098,21245 +2021-05-22,205261.0,164773.0,143591.0,115689.0,91959.0,18627.0,245063,188916,159768,125853,98098,21245 +2021-05-23,205324.0,164815.0,143619.0,115724.0,91980.0,18634.0,245063,188916,159768,125853,98098,21245 +2021-05-24,205408.0,164871.0,143654.0,115745.0,91994.0,18634.0,245063,188916,159768,125853,98098,21245 +2021-05-25,205541.0,164955.0,143710.0,115780.0,92029.0,18648.0,245063,188916,159768,125853,98098,21245 +2021-05-26,205723.0,165074.0,143787.0,115843.0,92064.0,18662.0,245063,188916,159768,125853,98098,21245 +2021-05-27,205898.0,165200.0,143878.0,115892.0,92092.0,18669.0,245063,188916,159768,125853,98098,21245 +2021-05-28,206059.0,165291.0,143955.0,115948.0,92127.0,18683.0,245063,188916,159768,125853,98098,21245 +2021-05-29,206192.0,165396.0,144011.0,115983.0,92155.0,18690.0,245063,188916,159768,125853,98098,21245 +2021-05-30,206269.0,165459.0,144039.0,116004.0,92176.0,18697.0,245063,188916,159768,125853,98098,21245 +2021-05-31,206304.0,165501.0,144060.0,116025.0,92183.0,18704.0,245063,188916,159768,125853,98098,21245 +2021-06-01,206374.0,165543.0,144095.0,116039.0,92190.0,18704.0,245063,188916,159768,125853,98098,21245 +2021-06-02,206479.0,165613.0,144137.0,116067.0,92211.0,18718.0,245063,188916,159768,125853,98098,21245 +2021-06-03,206605.0,165683.0,144186.0,116088.0,92239.0,18732.0,245063,188916,159768,125853,98098,21245 +2021-06-04,206689.0,165746.0,144228.0,116116.0,92260.0,18739.0,245063,188916,159768,125853,98098,21245 +2021-06-05,206822.0,165837.0,144284.0,116151.0,92295.0,18753.0,245063,188916,159768,125853,98098,21245 +2021-06-06,206906.0,165893.0,144312.0,116172.0,92309.0,18760.0,245063,188916,159768,125853,98098,21245 +2021-06-07,206983.0,165942.0,144354.0,116200.0,92316.0,18767.0,245063,188916,159768,125853,98098,21245 +2021-06-08,207067.0,165991.0,144403.0,116221.0,92337.0,18774.0,245063,188916,159768,125853,98098,21245 +2021-06-09,207228.0,166068.0,144452.0,116249.0,92351.0,18788.0,245063,188916,159768,125853,98098,21245 +2021-06-10,207340.0,166152.0,144494.0,116284.0,92386.0,18795.0,245063,188916,159768,125853,98098,21245 +2021-06-11,207466.0,166208.0,144550.0,116326.0,92400.0,18809.0,245063,188916,159768,125853,98098,21245 +2021-06-12,207613.0,166313.0,144613.0,116361.0,92435.0,18830.0,245063,188916,159768,125853,98098,21245 +2021-06-13,207669.0,166355.0,144634.0,116389.0,92449.0,18837.0,245063,188916,159768,125853,98098,21245 +2021-06-14,207732.0,166397.0,144662.0,116410.0,92456.0,18844.0,245063,188916,159768,125853,98098,21245 +2021-06-15,207823.0,166453.0,144697.0,116431.0,92477.0,18851.0,245063,188916,159768,125853,98098,21245 +2021-06-16,207935.0,166537.0,144739.0,116452.0,92505.0,18851.0,245063,188916,159768,125853,98098,21245 +2021-06-17,208082.0,166607.0,144795.0,116487.0,92519.0,18865.0,245063,188916,159768,125853,98098,21245 +2021-06-18,208201.0,166705.0,144844.0,116522.0,92547.0,18865.0,245063,188916,159768,125853,98098,21245 +2021-06-19,208369.0,166796.0,144893.0,116578.0,92575.0,18879.0,245063,188916,159768,125853,98098,21245 +2021-06-20,208432.0,166831.0,144921.0,116592.0,92589.0,18886.0,245063,188916,159768,125853,98098,21245 +2021-06-21,208509.0,166866.0,144956.0,116606.0,92596.0,18893.0,245063,188916,159768,125853,98098,21245 +2021-06-22,208621.0,166929.0,144998.0,116627.0,92624.0,18900.0,245063,188916,159768,125853,98098,21245 +2021-06-23,208726.0,166978.0,145033.0,116662.0,92645.0,18914.0,245063,188916,159768,125853,98098,21245 +2021-06-24,208845.0,167055.0,145082.0,116690.0,92666.0,18928.0,245063,188916,159768,125853,98098,21245 +2021-06-25,208957.0,167132.0,145131.0,116732.0,92687.0,18935.0,245063,188916,159768,125853,98098,21245 +2021-06-26,209132.0,167237.0,145187.0,116767.0,92722.0,18949.0,245063,188916,159768,125853,98098,21245 +2021-06-27,209216.0,167279.0,145222.0,116788.0,92729.0,18956.0,245063,188916,159768,125853,98098,21245 +2021-06-28,209286.0,167328.0,145250.0,116816.0,92750.0,18963.0,245063,188916,159768,125853,98098,21245 +2021-06-29,209377.0,167384.0,145285.0,116844.0,92757.0,18970.0,245063,188916,159768,125853,98098,21245 +2021-06-30,209503.0,167454.0,145320.0,116872.0,92785.0,18977.0,245063,188916,159768,125853,98098,21245 +2021-07-01,209615.0,167517.0,145369.0,116900.0,92799.0,18984.0,245063,188916,159768,125853,98098,21245 +2021-07-02,209706.0,167566.0,145411.0,116928.0,92806.0,18991.0,245063,188916,159768,125853,98098,21245 +2021-07-03,209818.0,167629.0,145460.0,116963.0,92827.0,18998.0,245063,188916,159768,125853,98098,21245 +2021-07-04,209867.0,167657.0,145474.0,116970.0,92834.0,18998.0,245063,188916,159768,125853,98098,21245 +2021-07-05,209937.0,167706.0,145488.0,116984.0,92841.0,19005.0,245063,188916,159768,125853,98098,21245 +2021-07-06,210021.0,167748.0,145502.0,117012.0,92848.0,19019.0,245063,188916,159768,125853,98098,21245 +2021-07-07,210105.0,167811.0,145537.0,117033.0,92876.0,19019.0,245063,188916,159768,125853,98098,21245 +2021-07-08,210203.0,167874.0,145586.0,117061.0,92890.0,19026.0,245063,188916,159768,125853,98098,21245 +2021-07-09,210308.0,167930.0,145628.0,117089.0,92911.0,19033.0,245063,188916,159768,125853,98098,21245 +2021-07-10,210413.0,167993.0,145684.0,117110.0,92932.0,19040.0,245063,188916,159768,125853,98098,21245 +2021-07-11,210448.0,168042.0,145705.0,117124.0,92939.0,19047.0,245063,188916,159768,125853,98098,21245 +2021-07-12,210511.0,168063.0,145719.0,117138.0,92946.0,19047.0,245063,188916,159768,125853,98098,21245 +2021-07-13,210574.0,168098.0,145754.0,117159.0,92953.0,19061.0,245063,188916,159768,125853,98098,21245 +2021-07-14,210644.0,168147.0,145789.0,117180.0,92974.0,19068.0,245063,188916,159768,125853,98098,21245 +2021-07-15,210735.0,168203.0,145838.0,117215.0,93002.0,19068.0,245063,188916,159768,125853,98098,21245 +2021-07-16,210812.0,168259.0,145873.0,117236.0,93016.0,19075.0,245063,188916,159768,125853,98098,21245 +2021-07-17,210896.0,168329.0,145922.0,117264.0,93030.0,19089.0,245063,188916,159768,125853,98098,21245 +2021-07-18,210938.0,168350.0,145936.0,117278.0,93044.0,19089.0,245063,188916,159768,125853,98098,21245 +2021-07-19,210966.0,168378.0,145950.0,117285.0,93051.0,19096.0,245063,188916,159768,125853,98098,21245 +2021-07-20,210994.0,168413.0,145971.0,117299.0,93065.0,19096.0,245063,188916,159768,125853,98098,21245 +2021-07-21,211050.0,168455.0,145992.0,117320.0,93079.0,19103.0,245063,188916,159768,125853,98098,21245 +2021-07-22,211113.0,168497.0,146027.0,117334.0,93093.0,19110.0,245063,188916,159768,125853,98098,21245 +2021-07-23,211169.0,168532.0,146055.0,117348.0,93100.0,19117.0,245063,188916,159768,125853,98098,21245 +2021-07-24,211232.0,168560.0,146090.0,117362.0,93121.0,19117.0,245063,188916,159768,125853,98098,21245 +2021-07-25,211267.0,168588.0,146104.0,117369.0,93121.0,19117.0,245063,188916,159768,125853,98098,21245 +2021-07-26,211316.0,168609.0,146118.0,117390.0,93128.0,19124.0,245063,188916,159768,125853,98098,21245 +2021-07-27,211365.0,168644.0,146139.0,117397.0,93142.0,19124.0,245063,188916,159768,125853,98098,21245 +2021-07-28,211428.0,168679.0,146160.0,117404.0,93142.0,19131.0,245063,188916,159768,125853,98098,21245 +2021-07-29,211491.0,168721.0,146181.0,117425.0,93156.0,19145.0,245063,188916,159768,125853,98098,21245 +2021-07-30,211547.0,168756.0,146202.0,117432.0,93163.0,19145.0,245063,188916,159768,125853,98098,21245 +2021-07-31,211610.0,168791.0,146230.0,117446.0,93177.0,19152.0,245063,188916,159768,125853,98098,21245 +2021-08-01,211638.0,168812.0,146237.0,117467.0,93184.0,19152.0,245063,188916,159768,125853,98098,21245 +2021-08-02,211666.0,168833.0,146258.0,117474.0,93191.0,19159.0,245063,188916,159768,125853,98098,21245 +2021-08-03,211729.0,168868.0,146279.0,117495.0,93198.0,19166.0,245063,188916,159768,125853,98098,21245 +2021-08-04,211785.0,168910.0,146307.0,117509.0,93205.0,19166.0,245063,188916,159768,125853,98098,21245 +2021-08-05,211834.0,168931.0,146321.0,117523.0,93212.0,19173.0,245063,188916,159768,125853,98098,21245 +2021-08-06,211876.0,168966.0,146349.0,117544.0,93226.0,19180.0,245063,188916,159768,125853,98098,21245 +2021-08-07,211946.0,169001.0,146377.0,117558.0,93240.0,19187.0,245063,188916,159768,125853,98098,21245 +2021-08-08,211974.0,169015.0,146391.0,117565.0,93247.0,19187.0,245063,188916,159768,125853,98098,21245 +2021-08-09,212009.0,169029.0,146412.0,117572.0,93254.0,19194.0,245063,188916,159768,125853,98098,21245 +2021-08-10,212058.0,169050.0,146433.0,117579.0,93261.0,19194.0,245063,188916,159768,125853,98098,21245 +2021-08-11,212121.0,169092.0,146440.0,117593.0,93268.0,19201.0,245063,188916,159768,125853,98098,21245 +2021-08-12,212184.0,169120.0,146461.0,117607.0,93275.0,19208.0,245063,188916,159768,125853,98098,21245 +2021-08-13,212240.0,169155.0,146475.0,117614.0,93282.0,19208.0,245063,188916,159768,125853,98098,21245 +2021-08-14,212289.0,169183.0,146503.0,117628.0,93289.0,19208.0,245063,188916,159768,125853,98098,21245 +2021-08-15,212310.0,169204.0,146510.0,117635.0,93289.0,19215.0,245063,188916,159768,125853,98098,21245 +2021-08-16,212345.0,169225.0,146524.0,117642.0,93303.0,19215.0,245063,188916,159768,125853,98098,21245 +2021-08-17,212394.0,169246.0,146545.0,117656.0,93303.0,19222.0,245063,188916,159768,125853,98098,21245 +2021-08-18,212429.0,169281.0,146566.0,117670.0,93310.0,19222.0,245063,188916,159768,125853,98098,21245 +2021-08-19,212478.0,169316.0,146587.0,117684.0,93317.0,19229.0,245063,188916,159768,125853,98098,21245 +2021-08-20,212527.0,169344.0,146615.0,117698.0,93331.0,19229.0,245063,188916,159768,125853,98098,21245 +2021-08-21,212569.0,169372.0,146629.0,117719.0,93338.0,19236.0,245063,188916,159768,125853,98098,21245 +2021-08-22,212583.0,169379.0,146643.0,117719.0,93345.0,19236.0,245063,188916,159768,125853,98098,21245 +2021-08-23,212611.0,169407.0,146650.0,117726.0,93352.0,19243.0,245063,188916,159768,125853,98098,21245 +2021-08-24,212646.0,169442.0,146678.0,117740.0,93366.0,19243.0,245063,188916,159768,125853,98098,21245 +2021-08-25,212709.0,169470.0,146699.0,117754.0,93373.0,19243.0,245063,188916,159768,125853,98098,21245 +2021-08-26,212744.0,169498.0,146720.0,117775.0,93380.0,19250.0,245063,188916,159768,125853,98098,21245 +2021-08-27,212793.0,169533.0,146741.0,117789.0,93394.0,19257.0,245063,188916,159768,125853,98098,21245 +2021-08-28,212821.0,169547.0,146755.0,117796.0,93401.0,19257.0,245063,188916,159768,125853,98098,21245 +2021-08-29,212842.0,169568.0,146762.0,117796.0,93408.0,19257.0,245063,188916,159768,125853,98098,21245 +2021-08-30,212856.0,169575.0,146769.0,117803.0,93408.0,19257.0,245063,188916,159768,125853,98098,21245 +2021-08-31,212884.0,169596.0,146790.0,117810.0,93415.0,19264.0,245063,188916,159768,125853,98098,21245 +2021-09-01,212912.0,169610.0,146804.0,117810.0,93415.0,19271.0,245063,188916,159768,125853,98098,21245 diff --git a/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 18-29 population_tpp.csv b/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 18-29 population_tpp.csv index 87831f3..a6dc8a4 100644 --- a/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 18-29 population_tpp.csv +++ b/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 18-29 population_tpp.csv @@ -1,37 +1,37 @@ -Category,Group,Second Doses due at 19 Aug (n),Second doses overdue (n),Second doses given (n),Second doses given (% of due),Total population -overall,overall,612124,36247,575877,94.1,3486238 -Sex,F,390502,22302,368200,94.3,1726060 -Sex,M,221564,13944,207620,93.7,1759940 -Ethnicity (broad categories),Black,9933,959,8974,90.3,99792 -Ethnicity (broad categories),Mixed,10388,742,9646,92.9,74893 -Ethnicity (broad categories),Other,12271,826,11445,93.30000000000001,137956 -Ethnicity (broad categories),South Asian,49021,3318,45703,93.2,291459 -Ethnicity (broad categories),Unknown,69076,3374,65702,95.1,560245 -Ethnicity (broad categories),White,461377,27034,434343,94.1,2321662 -ethnicity 16 groups, African,6223,595,5628,90.4,59822 -ethnicity 16 groups, Bangladeshi or British Bangladeshi,3983,287,3696,92.80000000000001,22680 -ethnicity 16 groups, Caribbean,1407,147,1260,89.60000000000001,16485 -ethnicity 16 groups, Chinese,2744,133,2611,95.19999999999999,54831 -ethnicity 16 groups, Other,9548,693,8855,92.7,83132 -ethnicity 16 groups, Other Asian,10528,637,9891,93.89999999999999,66899 -ethnicity 16 groups,British or Mixed British,427091,24549,402542,94.3,1936725 -ethnicity 16 groups,Indian or British Indian,20853,1134,19719,94.6,106827 -ethnicity 16 groups,Irish,2352,161,2191,93.2,12719 -ethnicity 16 groups,Other Black,2296,217,2079,90.5,23492 -ethnicity 16 groups,Other White,31927,2310,29617,92.80000000000001,372225 -ethnicity 16 groups,Other mixed,3682,266,3416,92.80000000000001,28371 -ethnicity 16 groups,Pakistani or British Pakistani,13671,1274,12397,90.7,95088 -ethnicity 16 groups,Unknown,69055,3374,65681,95.1,560147 -ethnicity 16 groups,White + Asian,2765,161,2604,94.19999999999999,16254 -ethnicity 16 groups,White + Black African,1435,98,1337,93.2,11921 -ethnicity 16 groups,White + Black Caribbean,2506,217,2289,91.3,18375 -Index of Multiple Deprivation (quintiles),1 Most deprived,121856,9681,112175,92.10000000000001,789516 -Index of Multiple Deprivation (quintiles),2,125076,7756,117320,93.8,745444 -Index of Multiple Deprivation (quintiles),3,126847,7161,119686,94.39999999999999,707035 -Index of Multiple Deprivation (quintiles),4,114667,5656,109011,95.1,612976 -Index of Multiple Deprivation (quintiles),5 Least deprived,100604,4529,96075,95.5,518714 -Index of Multiple Deprivation (quintiles),Unknown,23016,1463,21553,93.60000000000001,112322 -brand of first dose,Moderna,4550,525,4025,88.5,162022 -brand of first dose,Oxford-AZ,359401,19320,340081,94.6,366233 -brand of first dose,Pfizer,247520,16268,231252,93.4,1713068 -brand of first dose,Unknown,595,126,469,78.8,1253 +Category,Group,Second Doses due at 01 Sep (n),Second doses overdue (n),Second doses given (n),Second doses given (% of due),Total population +overall,overall,705409,45824,659585,93.5,3489808 +Sex,F,439173,26789,412384,93.89999999999999,1727635 +Sex,M,266168,19026,247142,92.9,1761935 +Ethnicity (broad categories),Black,11067,1127,9940,89.8,99967 +Ethnicity (broad categories),Mixed,11837,903,10934,92.4,74998 +Ethnicity (broad categories),Other,14770,1078,13692,92.7,138061 +Ethnicity (broad categories),South Asian,57085,4354,52731,92.4,292264 +Ethnicity (broad categories),Unknown,82537,4550,77987,94.5,560497 +Ethnicity (broad categories),White,528052,33810,494242,93.60000000000001,2323776 +ethnicity 16 groups, African,6916,714,6202,89.7,59920 +ethnicity 16 groups, Bangladeshi or British Bangladeshi,4466,350,4116,92.2,22708 +ethnicity 16 groups, Caribbean,1582,154,1428,90.3,16471 +ethnicity 16 groups, Chinese,3535,175,3360,95.0,54775 +ethnicity 16 groups, Other,11235,903,10332,92.0,83300 +ethnicity 16 groups, Other Asian,11984,777,11207,93.5,67011 +ethnicity 16 groups,British or Mixed British,487263,30723,456540,93.7,1938328 +ethnicity 16 groups,Indian or British Indian,24654,1659,22995,93.30000000000001,107212 +ethnicity 16 groups,Irish,2646,182,2464,93.10000000000001,12761 +ethnicity 16 groups,Other Black,2562,259,2303,89.9,23548 +ethnicity 16 groups,Other White,38150,2905,35245,92.4,372736 +ethnicity 16 groups,Other mixed,4221,315,3906,92.5,28378 +ethnicity 16 groups,Pakistani or British Pakistani,15974,1575,14399,90.10000000000001,95333 +ethnicity 16 groups,Unknown,82537,4543,77994,94.5,560455 +ethnicity 16 groups,White + Asian,3178,203,2975,93.60000000000001,16296 +ethnicity 16 groups,White + Black African,1638,140,1498,91.5,11949 +ethnicity 16 groups,White + Black Caribbean,2800,252,2548,91.0,18382 +Index of Multiple Deprivation (quintiles),1 Most deprived,139230,11487,127743,91.7,790118 +Index of Multiple Deprivation (quintiles),2,143164,9786,133378,93.2,746249 +Index of Multiple Deprivation (quintiles),3,144473,8624,135849,94.0,707714 +Index of Multiple Deprivation (quintiles),4,132237,7392,124845,94.39999999999999,613725 +Index of Multiple Deprivation (quintiles),5 Least deprived,119140,6748,112392,94.3,518553 +Index of Multiple Deprivation (quintiles),Unknown,27090,1764,25326,93.5,113204 +brand of first dose,Moderna,6657,630,6027,90.5,164542 +brand of first dose,Oxford-AZ,361088,19005,342083,94.69999999999999,366072 +brand of first dose,Pfizer,336875,26012,310863,92.30000000000001,1751309 +brand of first dose,Unknown,721,175,546,75.7,1379 diff --git a/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 30-39 population_tpp.csv b/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 30-39 population_tpp.csv index 17f8a37..ee91d57 100644 --- a/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 30-39 population_tpp.csv +++ b/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 30-39 population_tpp.csv @@ -1,37 +1,37 @@ -Category,Group,Second Doses due at 19 Aug (n),Second doses overdue (n),Second doses given (n),Second doses given (% of due),Total population -overall,overall,907778,64100,843678,92.9,3336340 -Sex,F,545846,34797,511049,93.60000000000001,1613745 -Sex,M,361900,29302,332598,91.9,1722511 -Ethnicity (broad categories),Black,18802,1505,17297,92.0,94332 -Ethnicity (broad categories),Mixed,13412,1106,12306,91.8,60907 -Ethnicity (broad categories),Other,21014,1547,19467,92.60000000000001,119805 -Ethnicity (broad categories),South Asian,83524,5600,77924,93.30000000000001,336945 -Ethnicity (broad categories),Unknown,61866,4753,57113,92.30000000000001,341922 -Ethnicity (broad categories),White,709128,49595,659533,93.0,2382345 -ethnicity 16 groups, African,12887,966,11921,92.5,59031 -ethnicity 16 groups, Bangladeshi or British Bangladeshi,6188,371,5817,94.0,22526 -ethnicity 16 groups, Caribbean,2275,210,2065,90.8,15834 -ethnicity 16 groups, Chinese,4186,294,3892,93.0,30597 -ethnicity 16 groups, Other,16849,1253,15596,92.60000000000001,89229 -ethnicity 16 groups, Other Asian,18193,1078,17115,94.1,75474 -ethnicity 16 groups,British or Mixed British,634130,43806,590324,93.10000000000001,1860572 -ethnicity 16 groups,Indian or British Indian,37506,2268,35238,94.0,143556 -ethnicity 16 groups,Irish,4165,280,3885,93.30000000000001,16639 -ethnicity 16 groups,Other Black,3633,322,3311,91.10000000000001,19460 -ethnicity 16 groups,Other White,70840,5516,65324,92.2,505120 -ethnicity 16 groups,Other mixed,5110,413,4697,91.9,25095 -ethnicity 16 groups,Pakistani or British Pakistani,21623,1876,19747,91.3,95382 -ethnicity 16 groups,Unknown,61866,4753,57113,92.30000000000001,341922 -ethnicity 16 groups,White + Asian,3073,238,2835,92.30000000000001,11816 -ethnicity 16 groups,White + Black African,2408,182,2226,92.4,10535 -ethnicity 16 groups,White + Black Caribbean,2814,273,2541,90.3,13461 -Index of Multiple Deprivation (quintiles),1 Most deprived,185766,15295,170471,91.8,748237 -Index of Multiple Deprivation (quintiles),2,182826,13209,169617,92.80000000000001,716968 -Index of Multiple Deprivation (quintiles),3,183946,12439,171507,93.2,682010 -Index of Multiple Deprivation (quintiles),4,170100,10780,159320,93.7,589750 -Index of Multiple Deprivation (quintiles),5 Least deprived,149240,9807,139433,93.4,479780 -Index of Multiple Deprivation (quintiles),Unknown,35861,2562,33299,92.9,119511 -brand of first dose,Moderna,3430,791,2639,76.9,135548 -brand of first dose,Oxford-AZ,553798,25557,528241,95.39999999999999,573958 -brand of first dose,Pfizer,349706,37583,312123,89.3,1571269 -brand of first dose,Unknown,805,161,644,80.0,1652 +Category,Group,Second Doses due at 01 Sep (n),Second doses overdue (n),Second doses given (n),Second doses given (% of due),Total population +overall,overall,1405986,110208,1295778,92.2,3338706 +Sex,F,777273,54390,722883,93.0,1614802 +Sex,M,628663,55811,572852,91.10000000000001,1723813 +Ethnicity (broad categories),Black,25116,2254,22862,91.0,94500 +Ethnicity (broad categories),Mixed,19789,1708,18081,91.4,60970 +Ethnicity (broad categories),Other,34937,2940,31997,91.60000000000001,120085 +Ethnicity (broad categories),South Asian,123424,10409,113015,91.60000000000001,337358 +Ethnicity (broad categories),Unknown,110810,9492,101318,91.4,341915 +Ethnicity (broad categories),White,1091867,83398,1008469,92.4,2383787 +ethnicity 16 groups, African,17080,1435,15645,91.60000000000001,59122 +ethnicity 16 groups, Bangladeshi or British Bangladeshi,8526,735,7791,91.4,22519 +ethnicity 16 groups, Caribbean,3101,357,2744,88.5,15848 +ethnicity 16 groups, Chinese,8260,609,7651,92.60000000000001,30674 +ethnicity 16 groups, Other,26670,2324,24346,91.3,89411 +ethnicity 16 groups, Other Asian,26957,2149,24808,92.0,75544 +ethnicity 16 groups,British or Mixed British,960337,72450,887887,92.5,1861699 +ethnicity 16 groups,Indian or British Indian,56805,4221,52584,92.60000000000001,143766 +ethnicity 16 groups,Irish,6517,497,6020,92.4,16653 +ethnicity 16 groups,Other Black,4928,448,4480,90.9,19516 +ethnicity 16 groups,Other White,124999,10444,114555,91.60000000000001,505421 +ethnicity 16 groups,Other mixed,7952,658,7294,91.7,25109 +ethnicity 16 groups,Pakistani or British Pakistani,31150,3304,27846,89.4,95536 +ethnicity 16 groups,Unknown,110803,9499,101304,91.4,341915 +ethnicity 16 groups,White + Asian,4606,378,4228,91.8,11837 +ethnicity 16 groups,White + Black African,3416,301,3115,91.2,10563 +ethnicity 16 groups,White + Black Caribbean,3815,371,3444,90.3,13475 +Index of Multiple Deprivation (quintiles),1 Most deprived,265048,24318,240730,90.8,748272 +Index of Multiple Deprivation (quintiles),2,277487,23100,254387,91.7,717276 +Index of Multiple Deprivation (quintiles),3,288393,21875,266518,92.4,682479 +Index of Multiple Deprivation (quintiles),4,273266,19677,253589,92.80000000000001,590149 +Index of Multiple Deprivation (quintiles),5 Least deprived,245315,16898,228417,93.10000000000001,480095 +Index of Multiple Deprivation (quintiles),Unknown,56427,4340,52087,92.30000000000001,120337 +brand of first dose,Moderna,36057,4781,31276,86.7,136738 +brand of first dose,Oxford-AZ,564529,24605,539924,95.6,574098 +brand of first dose,Pfizer,804083,80591,723492,90.0,1589427 +brand of first dose,Unknown,1267,224,1043,82.3,1729 diff --git a/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 40-49 population_tpp.csv b/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 40-49 population_tpp.csv index 585d167..8a6a775 100644 --- a/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 40-49 population_tpp.csv +++ b/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 40-49 population_tpp.csv @@ -1,37 +1,37 @@ -Category,Group,Second Doses due at 19 Aug (n),Second doses overdue (n),Second doses given (n),Second doses given (% of due),Total population -overall,overall,2018441,72507,1945934,96.39999999999999,2963121 -Sex,F,1047221,33761,1013460,96.8,1417038 -Sex,M,971194,38738,932456,96.0,1546041 -Ethnicity (broad categories),Black,41293,2296,38997,94.39999999999999,89754 -Ethnicity (broad categories),Mixed,22715,1050,21665,95.39999999999999,41986 -Ethnicity (broad categories),Other,44331,1897,42434,95.7,88725 -Ethnicity (broad categories),South Asian,152033,6762,145271,95.6,265216 -Ethnicity (broad categories),Unknown,183701,6713,176988,96.3,321951 -Ethnicity (broad categories),White,1574342,53781,1520561,96.6,2155447 -ethnicity 16 groups, African,27419,1512,25907,94.5,57008 -ethnicity 16 groups, Bangladeshi or British Bangladeshi,11172,448,10724,96.0,18781 -ethnicity 16 groups, Caribbean,5537,322,5215,94.19999999999999,14700 -ethnicity 16 groups, Chinese,11074,364,10710,96.7,20979 -ethnicity 16 groups, Other,33250,1533,31717,95.39999999999999,67739 -ethnicity 16 groups, Other Asian,36435,1435,35000,96.1,62860 -ethnicity 16 groups,British or Mixed British,1399944,46732,1353212,96.7,1790341 -ethnicity 16 groups,Indian or British Indian,68446,2527,65919,96.3,109529 -ethnicity 16 groups,Irish,9716,357,9359,96.3,14749 -ethnicity 16 groups,Other Black,8330,462,7868,94.5,18032 -ethnicity 16 groups,Other White,164640,6685,157955,95.89999999999999,350343 -ethnicity 16 groups,Other mixed,8736,378,8358,95.7,16660 -ethnicity 16 groups,Pakistani or British Pakistani,35987,2352,33635,93.5,74053 -ethnicity 16 groups,Unknown,183743,6720,177023,96.3,321965 -ethnicity 16 groups,White + Asian,5229,217,5012,95.89999999999999,8393 -ethnicity 16 groups,White + Black African,5173,273,4900,94.69999999999999,9737 -ethnicity 16 groups,White + Black Caribbean,3584,182,3402,94.89999999999999,7217 -Index of Multiple Deprivation (quintiles),1 Most deprived,324856,17052,307804,94.8,572516 -Index of Multiple Deprivation (quintiles),2,364525,14840,349685,95.89999999999999,578011 -Index of Multiple Deprivation (quintiles),3,418110,14567,403543,96.5,608923 -Index of Multiple Deprivation (quintiles),4,427105,12810,414295,97.0,582575 -Index of Multiple Deprivation (quintiles),5 Least deprived,431039,11256,419783,97.39999999999999,546994 -Index of Multiple Deprivation (quintiles),Unknown,52780,1988,50792,96.2,74067 -brand of first dose,Moderna,59514,2401,57113,96.0,79996 -brand of first dose,Oxford-AZ,1559425,50148,1509277,96.8,1699537 -brand of first dose,Pfizer,398272,19796,378476,95.0,580818 -brand of first dose,Unknown,1204,154,1050,87.2,1463 +Category,Group,Second Doses due at 01 Sep (n),Second doses overdue (n),Second doses given (n),Second doses given (% of due),Total population +overall,overall,2206096,65843,2140253,97.0,2964689 +Sex,F,1128295,30072,1098223,97.3,1417815 +Sex,M,1077776,35777,1041999,96.7,1546825 +Ethnicity (broad categories),Black,47075,2443,44632,94.8,89859 +Ethnicity (broad categories),Mixed,25354,1064,24290,95.8,42007 +Ethnicity (broad categories),Other,50722,1778,48944,96.5,88963 +Ethnicity (broad categories),South Asian,176904,7798,169106,95.6,265475 +Ethnicity (broad categories),Unknown,204981,5964,199017,97.1,321832 +Ethnicity (broad categories),White,1701035,46802,1654233,97.2,2156504 +ethnicity 16 groups, African,31500,1596,29904,94.89999999999999,57071 +ethnicity 16 groups, Bangladeshi or British Bangladeshi,13342,581,12761,95.6,18774 +ethnicity 16 groups, Caribbean,6139,336,5803,94.5,14707 +ethnicity 16 groups, Chinese,12775,266,12509,97.89999999999999,21140 +ethnicity 16 groups, Other,37940,1512,36428,96.0,67837 +ethnicity 16 groups, Other Asian,41601,1477,40124,96.39999999999999,62944 +ethnicity 16 groups,British or Mixed British,1505616,40579,1465037,97.3,1791216 +ethnicity 16 groups,Indian or British Indian,77686,2534,75152,96.7,109578 +ethnicity 16 groups,Irish,10423,322,10101,96.89999999999999,14777 +ethnicity 16 groups,Other Black,9436,511,8925,94.6,18074 +ethnicity 16 groups,Other White,185010,5901,179109,96.8,350518 +ethnicity 16 groups,Other mixed,9758,385,9373,96.1,16639 +ethnicity 16 groups,Pakistani or British Pakistani,44268,3199,41069,92.80000000000001,74172 +ethnicity 16 groups,Unknown,204960,5964,198996,97.1,321811 +ethnicity 16 groups,White + Asian,5817,196,5621,96.6,8414 +ethnicity 16 groups,White + Black African,5824,294,5530,95.0,9744 +ethnicity 16 groups,White + Black Caribbean,3955,189,3766,95.19999999999999,7217 +Index of Multiple Deprivation (quintiles),1 Most deprived,362292,18109,344183,95.0,572551 +Index of Multiple Deprivation (quintiles),2,402451,14448,388003,96.39999999999999,578242 +Index of Multiple Deprivation (quintiles),3,457471,12530,444941,97.3,609343 +Index of Multiple Deprivation (quintiles),4,463666,10549,453117,97.7,582932 +Index of Multiple Deprivation (quintiles),5 Least deprived,462231,8491,453740,98.2,547134 +Index of Multiple Deprivation (quintiles),Unknown,57953,1715,56238,97.0,74438 +brand of first dose,Moderna,70063,1729,68334,97.5,80346 +brand of first dose,Oxford-AZ,1649361,46536,1602825,97.2,1700377 +brand of first dose,Pfizer,485296,17395,467901,96.39999999999999,587111 +brand of first dose,Unknown,1351,182,1169,86.5,1512 diff --git a/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 50-54 population_tpp.csv b/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 50-54 population_tpp.csv index 4cae1e0..29eb949 100644 --- a/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 50-54 population_tpp.csv +++ b/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 50-54 population_tpp.csv @@ -1,49 +1,49 @@ -Category,Group,Second Doses due at 19 Aug (n),Second doses overdue (n),Second doses given (n),Second doses given (% of due),Total population -overall,overall,1333239,23742,1309497,98.2,1567818 -Sex,F,672546,11368,661178,98.3,765352 -Sex,M,660681,12369,648312,98.1,802452 -Ethnicity (broad categories),Black,23079,882,22197,96.2,37933 -Ethnicity (broad categories),Mixed,10857,287,10570,97.39999999999999,15491 -Ethnicity (broad categories),Other,19341,518,18823,97.3,29190 -Ethnicity (broad categories),South Asian,66402,1918,64484,97.1,86135 -Ethnicity (broad categories),Unknown,136066,2261,133805,98.3,178535 -Ethnicity (broad categories),White,1077489,17878,1059611,98.3,1220520 -ethnicity 16 groups, African,12586,469,12117,96.3,20020 -ethnicity 16 groups, Bangladeshi or British Bangladeshi,4074,98,3976,97.6,4949 -ethnicity 16 groups, Caribbean,5208,210,4998,96.0,9415 -ethnicity 16 groups, Chinese,5075,98,4977,98.1,7133 -ethnicity 16 groups, Other,14266,420,13846,97.1,22057 -ethnicity 16 groups, Other Asian,16107,385,15722,97.6,21098 -ethnicity 16 groups,British or Mixed British,996058,15988,980070,98.4,1096578 -ethnicity 16 groups,Indian or British Indian,29344,644,28700,97.8,35805 -ethnicity 16 groups,Irish,6538,161,6377,97.5,7987 -ethnicity 16 groups,Other Black,5278,196,5082,96.3,8498 -ethnicity 16 groups,Other White,74893,1729,73164,97.7,115962 -ethnicity 16 groups,Other mixed,3927,98,3829,97.5,5691 -ethnicity 16 groups,Pakistani or British Pakistani,16877,791,16086,95.3,24283 -ethnicity 16 groups,Unknown,136059,2254,133805,98.3,178528 -ethnicity 16 groups,White + Asian,2394,56,2338,97.7,2996 -ethnicity 16 groups,White + Black African,2212,63,2149,97.2,3332 -ethnicity 16 groups,White + Black Caribbean,2324,70,2254,97.0,3479 -Index of Multiple Deprivation (quintiles),1 Most deprived,208628,6335,202293,97.0,272580 -Index of Multiple Deprivation (quintiles),2,239778,5124,234654,97.89999999999999,292957 -Index of Multiple Deprivation (quintiles),3,283178,4655,278523,98.4,329952 -Index of Multiple Deprivation (quintiles),4,288988,3969,285019,98.6,327033 -Index of Multiple Deprivation (quintiles),5 Least deprived,284585,3143,281442,98.9,312319 -Index of Multiple Deprivation (quintiles),Unknown,28077,518,27559,98.2,32963 -BMI,30+,309981,4767,305214,98.5,342769 -BMI,under 30,1023253,18977,1004276,98.1,1225035 -Chronic cardiac disease,no,1289582,22729,1266853,98.2,1518475 -Chronic cardiac disease,yes,43645,1008,42637,97.7,49329 -Current COPD,no,1316728,23261,1293467,98.2,1548778 -Current COPD,yes,16499,483,16016,97.1,19026 -DMARDs,no,1315699,23492,1292207,98.2,1548736 -DMARDs,yes,17528,245,17283,98.6,19075 -"Psychosis, schizophrenia, or bipolar",no,1317743,23072,1294671,98.2,1547896 -"Psychosis, schizophrenia, or bipolar",yes,15491,679,14812,95.6,19915 -SSRI (last 12 months),no,1226778,21532,1205246,98.2,1452094 -SSRI (last 12 months),yes,106449,2205,104244,97.89999999999999,115717 -brand of first dose,Moderna,952,105,847,89.0,2723 -brand of first dose,Oxford-AZ,1090656,19985,1070671,98.2,1105335 -brand of first dose,Pfizer,240975,3563,237412,98.5,263249 -brand of first dose,Unknown,644,84,560,87.0,707 +Category,Group,Second Doses due at 01 Sep (n),Second doses overdue (n),Second doses given (n),Second doses given (% of due),Total population +overall,overall,1343646,24464,1319182,98.2,1568455 +Sex,F,677040,11683,665357,98.3,765625 +Sex,M,666596,12782,653814,98.1,802816 +Ethnicity (broad categories),Black,23688,931,22757,96.1,37954 +Ethnicity (broad categories),Mixed,11053,329,10724,97.0,15512 +Ethnicity (broad categories),Other,19831,567,19264,97.1,29295 +Ethnicity (broad categories),South Asian,68131,2065,66066,97.0,86219 +Ethnicity (broad categories),Unknown,136934,2310,134624,98.3,178346 +Ethnicity (broad categories),White,1083999,18277,1065722,98.3,1221115 +ethnicity 16 groups, African,12950,504,12446,96.1,20020 +ethnicity 16 groups, Bangladeshi or British Bangladeshi,4165,105,4060,97.5,4956 +ethnicity 16 groups, Caribbean,5313,210,5103,96.0,9415 +ethnicity 16 groups, Chinese,5187,105,5082,98.0,7203 +ethnicity 16 groups, Other,14637,462,14175,96.8,22085 +ethnicity 16 groups, Other Asian,16429,399,16030,97.6,21112 +ethnicity 16 groups,British or Mixed British,1001196,16324,984872,98.4,1096998 +ethnicity 16 groups,Indian or British Indian,29925,693,29232,97.7,35833 +ethnicity 16 groups,Irish,6594,154,6440,97.7,8001 +ethnicity 16 groups,Other Black,5425,217,5208,96.0,8519 +ethnicity 16 groups,Other White,76195,1799,74396,97.6,116088 +ethnicity 16 groups,Other mixed,4004,112,3892,97.2,5698 +ethnicity 16 groups,Pakistani or British Pakistani,17619,854,16765,95.19999999999999,24339 +ethnicity 16 groups,Unknown,136941,2303,134638,98.3,178360 +ethnicity 16 groups,White + Asian,2429,56,2373,97.7,3003 +ethnicity 16 groups,White + Black African,2254,70,2184,96.89999999999999,3332 +ethnicity 16 groups,White + Black Caribbean,2366,84,2282,96.39999999999999,3486 +Index of Multiple Deprivation (quintiles),1 Most deprived,211456,6566,204890,96.89999999999999,272629 +Index of Multiple Deprivation (quintiles),2,242263,5320,236943,97.8,293188 +Index of Multiple Deprivation (quintiles),3,285313,4809,280504,98.3,330155 +Index of Multiple Deprivation (quintiles),4,290598,4025,286573,98.6,327187 +Index of Multiple Deprivation (quintiles),5 Least deprived,285607,3185,282422,98.9,312193 +Index of Multiple Deprivation (quintiles),Unknown,28392,553,27839,98.1,33096 +BMI,30+,312298,4963,307335,98.4,343273 +BMI,under 30,1031338,19502,1011836,98.1,1225168 +Chronic cardiac disease,no,1299585,23415,1276170,98.2,1518951 +Chronic cardiac disease,yes,44051,1050,43001,97.6,49490 +Current COPD,no,1327025,23961,1303064,98.2,1549415 +Current COPD,yes,16611,504,16107,97.0,19033 +DMARDs,no,1326010,24220,1301790,98.2,1549345 +DMARDs,yes,17626,245,17381,98.6,19096 +"Psychosis, schizophrenia, or bipolar",no,1327956,23772,1304184,98.2,1548498 +"Psychosis, schizophrenia, or bipolar",yes,15680,693,14987,95.6,19943 +SSRI (last 12 months),no,1236438,22253,1214185,98.2,1452542 +SSRI (last 12 months),yes,107198,2212,104986,97.89999999999999,115899 +brand of first dose,Moderna,1246,112,1134,91.0,2814 +brand of first dose,Oxford-AZ,1095584,20160,1075424,98.2,1105531 +brand of first dose,Pfizer,246141,4095,242046,98.3,264754 +brand of first dose,Unknown,665,98,567,85.3,714 diff --git a/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 55-59 population_tpp.csv b/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 55-59 population_tpp.csv index 7bb6293..8c00497 100644 --- a/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 55-59 population_tpp.csv +++ b/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 55-59 population_tpp.csv @@ -1,49 +1,49 @@ -Category,Group,Second Doses due at 19 Aug (n),Second doses overdue (n),Second doses given (n),Second doses given (% of due),Total population -overall,overall,1334619,18978,1315641,98.6,1515325 -Sex,F,670257,9555,660702,98.6,745486 -Sex,M,664356,9422,654934,98.6,769832 -Ethnicity (broad categories),Black,19957,756,19201,96.2,31213 -Ethnicity (broad categories),Mixed,9058,266,8792,97.1,12376 -Ethnicity (broad categories),Other,15757,343,15414,97.8,22645 -Ethnicity (broad categories),South Asian,48860,1211,47649,97.5,60550 -Ethnicity (broad categories),Unknown,126616,1813,124803,98.6,161014 -Ethnicity (broad categories),White,1114365,14588,1099777,98.7,1227520 -ethnicity 16 groups, African,8435,294,8141,96.5,12824 -ethnicity 16 groups, Bangladeshi or British Bangladeshi,2527,63,2464,97.5,3038 -ethnicity 16 groups, Caribbean,6678,294,6384,95.6,10997 -ethnicity 16 groups, Chinese,4634,84,4550,98.2,6356 -ethnicity 16 groups, Other,11137,266,10871,97.6,16296 -ethnicity 16 groups, Other Asian,11949,266,11683,97.8,15050 -ethnicity 16 groups,British or Mixed British,1044176,13132,1031044,98.7,1127735 -ethnicity 16 groups,Indian or British Indian,24381,455,23926,98.1,28707 -ethnicity 16 groups,Irish,6587,112,6475,98.3,7784 -ethnicity 16 groups,Other Black,4837,168,4669,96.5,7392 -ethnicity 16 groups,Other White,63637,1351,62286,97.89999999999999,92029 -ethnicity 16 groups,Other mixed,3227,98,3129,97.0,4396 -ethnicity 16 groups,Pakistani or British Pakistani,10003,427,9576,95.7,13748 -ethnicity 16 groups,Unknown,126581,1813,124768,98.6,160972 -ethnicity 16 groups,White + Asian,1841,42,1799,97.7,2282 -ethnicity 16 groups,White + Black African,1645,56,1589,96.6,2359 -ethnicity 16 groups,White + Black Caribbean,2345,84,2261,96.39999999999999,3346 -Index of Multiple Deprivation (quintiles),1 Most deprived,199164,4627,194537,97.7,245140 -Index of Multiple Deprivation (quintiles),2,236145,3920,232225,98.3,276339 -Index of Multiple Deprivation (quintiles),3,289261,3913,285348,98.6,325962 -Index of Multiple Deprivation (quintiles),4,295134,3423,291711,98.8,326102 -Index of Multiple Deprivation (quintiles),5 Least deprived,287168,2674,284494,99.1,310233 -Index of Multiple Deprivation (quintiles),Unknown,27748,434,27314,98.4,31542 -BMI,30+,324730,4032,320698,98.8,351806 -BMI,under 30,1009883,14952,994931,98.5,1163512 -Chronic cardiac disease,no,1266286,17836,1248450,98.6,1440418 -Chronic cardiac disease,yes,68327,1141,67186,98.3,74893 -Current COPD,no,1309336,18382,1290954,98.6,1487178 -Current COPD,yes,25277,595,24682,97.6,28140 -DMARDs,no,1314418,18746,1295672,98.6,1493660 -DMARDs,yes,20195,231,19964,98.9,21658 -"Psychosis, schizophrenia, or bipolar",no,1319297,18424,1300873,98.6,1496383 -"Psychosis, schizophrenia, or bipolar",yes,15316,553,14763,96.39999999999999,18928 -SSRI (last 12 months),no,1235115,17353,1217762,98.6,1408715 -SSRI (last 12 months),yes,99498,1624,97874,98.4,106603 -brand of first dose,Moderna,532,70,462,86.8,1687 -brand of first dose,Oxford-AZ,1054333,15561,1038772,98.5,1065337 -brand of first dose,Pfizer,279125,3262,275863,98.8,293776 -brand of first dose,Unknown,616,77,539,87.5,665 +Category,Group,Second Doses due at 01 Sep (n),Second doses overdue (n),Second doses given (n),Second doses given (% of due),Total population +overall,overall,1341471,19631,1321840,98.5,1515689 +Sex,F,673316,9821,663495,98.5,745654 +Sex,M,668143,9807,658336,98.5,770021 +Ethnicity (broad categories),Black,20307,777,19530,96.2,31234 +Ethnicity (broad categories),Mixed,9170,273,8897,97.0,12369 +Ethnicity (broad categories),Other,16009,371,15638,97.7,22694 +Ethnicity (broad categories),South Asian,49756,1274,48482,97.39999999999999,60613 +Ethnicity (broad categories),Unknown,127190,1890,125300,98.5,160839 +Ethnicity (broad categories),White,1119034,15050,1103984,98.7,1227933 +ethnicity 16 groups, African,8610,301,8309,96.5,12838 +ethnicity 16 groups, Bangladeshi or British Bangladeshi,2583,63,2520,97.6,3038 +ethnicity 16 groups, Caribbean,6762,301,6461,95.5,10990 +ethnicity 16 groups, Chinese,4697,84,4613,98.2,6384 +ethnicity 16 groups, Other,11319,280,11039,97.5,16317 +ethnicity 16 groups, Other Asian,12124,252,11872,97.89999999999999,15078 +ethnicity 16 groups,British or Mixed British,1048019,13531,1034488,98.7,1128113 +ethnicity 16 groups,Indian or British Indian,24682,476,24206,98.1,28728 +ethnicity 16 groups,Irish,6629,105,6524,98.4,7791 +ethnicity 16 groups,Other Black,4935,175,4760,96.5,7406 +ethnicity 16 groups,Other White,64400,1407,62993,97.8,92043 +ethnicity 16 groups,Other mixed,3255,91,3164,97.2,4389 +ethnicity 16 groups,Pakistani or British Pakistani,10367,476,9891,95.39999999999999,13762 +ethnicity 16 groups,Unknown,127169,1890,125279,98.5,160818 +ethnicity 16 groups,White + Asian,1869,42,1827,97.8,2275 +ethnicity 16 groups,White + Black African,1680,63,1617,96.2,2366 +ethnicity 16 groups,White + Black Caribbean,2366,84,2282,96.39999999999999,3332 +Index of Multiple Deprivation (quintiles),1 Most deprived,200809,4760,196049,97.6,245070 +Index of Multiple Deprivation (quintiles),2,237839,4088,233751,98.3,276500 +Index of Multiple Deprivation (quintiles),3,290724,3983,286741,98.6,326137 +Index of Multiple Deprivation (quintiles),4,296247,3528,292719,98.8,326179 +Index of Multiple Deprivation (quintiles),5 Least deprived,287868,2800,285068,99.0,310135 +Index of Multiple Deprivation (quintiles),Unknown,27972,469,27503,98.3,31661 +BMI,30+,326347,4179,322168,98.7,352156 +BMI,under 30,1015119,15456,999663,98.5,1163526 +Chronic cardiac disease,no,1272649,18452,1254197,98.6,1440551 +Chronic cardiac disease,yes,68810,1176,67634,98.3,75124 +Current COPD,no,1316119,19040,1297079,98.6,1487577 +Current COPD,yes,25340,588,24752,97.7,28105 +DMARDs,no,1321194,19390,1301804,98.5,1494010 +DMARDs,yes,20272,245,20027,98.8,21672 +"Psychosis, schizophrenia, or bipolar",no,1325989,19061,1306928,98.6,1496740 +"Psychosis, schizophrenia, or bipolar",yes,15477,574,14903,96.3,18935 +SSRI (last 12 months),no,1241555,18004,1223551,98.5,1409072 +SSRI (last 12 months),yes,99911,1631,98280,98.4,106610 +brand of first dose,Moderna,735,77,658,89.5,1743 +brand of first dose,Oxford-AZ,1057763,15883,1041880,98.5,1065470 +brand of first dose,Pfizer,282331,3577,278754,98.7,294707 +brand of first dose,Unknown,637,91,546,85.7,686 diff --git a/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 60-64 population_tpp.csv b/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 60-64 population_tpp.csv index ddd6224..fdc0b08 100644 --- a/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 60-64 population_tpp.csv +++ b/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 60-64 population_tpp.csv @@ -1,59 +1,59 @@ -Category,Group,Second Doses due at 19 Aug (n),Second doses overdue (n),Second doses given (n),Second doses given (% of due),Total population -overall,overall,1157891,13482,1144409,98.8,1279775 -Sex,F,584164,7007,577157,98.8,637875 -Sex,M,573720,6475,567245,98.9,641886 -Ethnicity (broad categories),Black,13090,448,12642,96.6,19677 -Ethnicity (broad categories),Mixed,6132,140,5992,97.7,8036 -Ethnicity (broad categories),Other,11991,245,11746,98.0,16632 -Ethnicity (broad categories),South Asian,44177,1057,43120,97.6,52920 -Ethnicity (broad categories),Unknown,107513,1239,106274,98.8,131446 -Ethnicity (broad categories),White,974981,10353,964628,98.9,1051050 -ethnicity 16 groups, African,5215,189,5026,96.39999999999999,7756 -ethnicity 16 groups, Bangladeshi or British Bangladeshi,1967,42,1925,97.89999999999999,2310 -ethnicity 16 groups, Caribbean,5054,168,4886,96.7,7812 -ethnicity 16 groups, Chinese,3654,56,3598,98.5,4900 -ethnicity 16 groups, Other,8337,189,8148,97.7,11725 -ethnicity 16 groups, Other Asian,9163,182,8981,98.0,11235 -ethnicity 16 groups,British or Mixed British,917868,9303,908565,99.0,973763 -ethnicity 16 groups,Indian or British Indian,23128,420,22708,98.2,26572 -ethnicity 16 groups,Irish,5789,98,5691,98.3,6629 -ethnicity 16 groups,Other Black,2814,84,2730,97.0,4102 -ethnicity 16 groups,Other White,51352,959,50393,98.1,70686 -ethnicity 16 groups,Other mixed,2324,49,2275,97.89999999999999,3080 -ethnicity 16 groups,Pakistani or British Pakistani,9919,413,9506,95.8,12803 -ethnicity 16 groups,Unknown,107492,1239,106253,98.8,131425 -ethnicity 16 groups,White + Asian,1260,21,1239,98.3,1484 -ethnicity 16 groups,White + Black African,1113,21,1092,98.1,1505 -ethnicity 16 groups,White + Black Caribbean,1435,42,1393,97.1,1981 -Index of Multiple Deprivation (quintiles),1 Most deprived,167188,3213,163975,98.1,197302 -Index of Multiple Deprivation (quintiles),2,204358,2779,201579,98.6,231070 -Index of Multiple Deprivation (quintiles),3,254002,2737,251265,98.9,279006 -Index of Multiple Deprivation (quintiles),4,258636,2401,256235,99.1,279909 -Index of Multiple Deprivation (quintiles),5 Least deprived,249347,2037,247310,99.2,265167 -Index of Multiple Deprivation (quintiles),Unknown,24346,315,24031,98.7,27307 -BMI,30+,292831,3066,289765,99.0,311864 -BMI,under 30,865053,10416,854637,98.8,967897 -Chronic cardiac disease,no,1068193,12334,1055859,98.8,1183420 -Chronic cardiac disease,yes,89691,1148,88543,98.7,96341 -Current COPD,no,1125691,12936,1112755,98.9,1244929 -Current COPD,yes,32193,546,31647,98.3,34832 -DMARDs,no,1137815,13286,1124529,98.8,1258614 -DMARDs,yes,20069,196,19873,99.0,21147 -Dementia,no,1154314,13405,1140909,98.8,1275890 -Dementia,yes,3570,77,3493,97.8,3871 -"Psychosis, schizophrenia, or bipolar",no,1145410,13125,1132285,98.9,1264928 -"Psychosis, schizophrenia, or bipolar",yes,12474,357,12117,97.1,14833 -SSRI (last 12 months),no,1078861,12306,1066555,98.9,1196244 -SSRI (last 12 months),yes,79023,1176,77847,98.5,83517 -Chemo or radiotherapy,no,1140531,13300,1127231,98.8,1261505 -Chemo or radiotherapy,yes,17353,182,17171,99.0,18256 -Cancer (lung),no,1156757,13468,1143289,98.8,1278529 -Cancer (lung),yes,1127,14,1113,98.8,1232 -Cancer (excluding lung/haem),no,1087779,12768,1075011,98.8,1205617 -Cancer (excluding lung/haem),yes,70105,714,69391,99.0,74144 -Cancer (haematological),no,1154790,13454,1141336,98.8,1276457 -Cancer (haematological),yes,3094,28,3066,99.1,3304 -brand of first dose,Moderna,245,28,217,88.6,861 -brand of first dose,Oxford-AZ,859285,10528,848757,98.8,866124 -brand of first dose,Pfizer,297696,2842,294854,99.0,305900 -brand of first dose,Unknown,651,77,574,88.2,686 +Category,Group,Second Doses due at 01 Sep (n),Second doses overdue (n),Second doses given (n),Second doses given (% of due),Total population +overall,overall,1162327,14535,1147792,98.7,1279649 +Sex,F,586334,7490,578844,98.7,637945 +Sex,M,575988,7042,568946,98.8,641690 +Ethnicity (broad categories),Black,13314,476,12838,96.39999999999999,19677 +Ethnicity (broad categories),Mixed,6188,147,6041,97.6,8050 +Ethnicity (broad categories),Other,12138,266,11872,97.8,16618 +Ethnicity (broad categories),South Asian,44751,1071,43680,97.6,52976 +Ethnicity (broad categories),Unknown,107751,1267,106484,98.8,131173 +Ethnicity (broad categories),White,978173,11305,966868,98.8,1051127 +ethnicity 16 groups, African,5313,203,5110,96.2,7749 +ethnicity 16 groups, Bangladeshi or British Bangladeshi,1995,49,1946,97.5,2310 +ethnicity 16 groups, Caribbean,5131,182,4949,96.5,7812 +ethnicity 16 groups, Chinese,3703,63,3640,98.3,4914 +ethnicity 16 groups, Other,8435,196,8239,97.7,11711 +ethnicity 16 groups, Other Asian,9247,189,9058,98.0,11235 +ethnicity 16 groups,British or Mixed British,920472,10178,910294,98.9,973826 +ethnicity 16 groups,Indian or British Indian,23324,420,22904,98.2,26593 +ethnicity 16 groups,Irish,5817,105,5712,98.2,6622 +ethnicity 16 groups,Other Black,2877,91,2786,96.8,4116 +ethnicity 16 groups,Other White,51884,1022,50862,98.0,70679 +ethnicity 16 groups,Other mixed,2345,56,2289,97.6,3080 +ethnicity 16 groups,Pakistani or British Pakistani,10185,420,9765,95.89999999999999,12838 +ethnicity 16 groups,Unknown,107758,1267,106491,98.8,131180 +ethnicity 16 groups,White + Asian,1267,28,1239,97.8,1484 +ethnicity 16 groups,White + Black African,1127,28,1099,97.5,1505 +ethnicity 16 groups,White + Black Caribbean,1449,49,1400,96.6,1981 +Index of Multiple Deprivation (quintiles),1 Most deprived,168168,3325,164843,98.0,197162 +Index of Multiple Deprivation (quintiles),2,205387,2982,202405,98.5,231133 +Index of Multiple Deprivation (quintiles),3,254954,2961,251993,98.8,279055 +Index of Multiple Deprivation (quintiles),4,259427,2625,256802,99.0,279888 +Index of Multiple Deprivation (quintiles),5 Least deprived,249830,2247,247583,99.1,265020 +Index of Multiple Deprivation (quintiles),Unknown,24549,385,24164,98.4,27370 +BMI,30+,293895,3325,290570,98.9,311997 +BMI,under 30,868420,11200,857220,98.7,967638 +Chronic cardiac disease,no,1072155,13349,1058806,98.8,1183070 +Chronic cardiac disease,yes,90167,1183,88984,98.7,96565 +Current COPD,no,1130073,13972,1116101,98.8,1244859 +Current COPD,yes,32242,560,31682,98.3,34776 +DMARDs,no,1142176,14322,1127854,98.7,1258467 +DMARDs,yes,20139,210,19929,99.0,21168 +Dementia,no,1158724,14455,1144269,98.8,1275757 +Dementia,yes,3598,84,3514,97.7,3878 +"Psychosis, schizophrenia, or bipolar",no,1149764,14175,1135589,98.8,1264795 +"Psychosis, schizophrenia, or bipolar",yes,12558,364,12194,97.1,14847 +SSRI (last 12 months),no,1083033,13300,1069733,98.8,1196118 +SSRI (last 12 months),yes,79289,1232,78057,98.4,83524 +Chemo or radiotherapy,no,1144892,14343,1130549,98.7,1261344 +Chemo or radiotherapy,yes,17423,189,17234,98.9,18298 +Cancer (lung),no,1161167,14511,1146656,98.8,1278389 +Cancer (lung),yes,1148,14,1134,98.8,1246 +Cancer (excluding lung/haem),no,1091818,13776,1078042,98.7,1205260 +Cancer (excluding lung/haem),yes,70497,756,69741,98.9,74375 +Cancer (haematological),no,1159214,14504,1144710,98.7,1276331 +Cancer (haematological),yes,3108,35,3073,98.9,3304 +brand of first dose,Moderna,357,42,315,88.2,896 +brand of first dose,Oxford-AZ,861812,11389,850423,98.7,866096 +brand of first dose,Pfizer,299481,3024,296457,99.0,306334 +brand of first dose,Unknown,665,77,588,88.4,693 diff --git a/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 65-69 population_tpp.csv b/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 65-69 population_tpp.csv index 31d4bbc..33880a3 100644 --- a/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 65-69 population_tpp.csv +++ b/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 65-69 population_tpp.csv @@ -1,61 +1,61 @@ -Category,Group,Second Doses due at 19 Aug (n),Second doses overdue (n),Second doses given (n),Second doses given (% of due),Total population -overall,overall,995081,9947,985134,99.0,1073037 -Sex,F,512141,5208,506933,99.0,549318 -Sex,M,482937,4739,478198,99.0,523705 -Ethnicity (broad categories),Black,7588,224,7364,97.0,10899 -Ethnicity (broad categories),Mixed,3920,77,3843,98.0,4984 -Ethnicity (broad categories),Other,9065,161,8904,98.2,12061 -Ethnicity (broad categories),South Asian,37303,889,36414,97.6,43750 -Ethnicity (broad categories),Unknown,78918,854,78064,98.9,93709 -Ethnicity (broad categories),White,858270,7728,850542,99.1,907627 -ethnicity 16 groups, African,2905,112,2793,96.1,4312 -ethnicity 16 groups, Bangladeshi or British Bangladeshi,1519,35,1484,97.7,1764 -ethnicity 16 groups, Caribbean,3150,77,3073,97.6,4508 -ethnicity 16 groups, Chinese,2891,42,2849,98.5,3836 -ethnicity 16 groups, Other,6181,126,6055,98.0,8225 -ethnicity 16 groups, Other Asian,6853,126,6727,98.2,8169 -ethnicity 16 groups,British or Mixed British,812462,7049,805413,99.1,850010 -ethnicity 16 groups,Indian or British Indian,20440,350,20090,98.3,23009 -ethnicity 16 groups,Irish,5999,84,5915,98.6,6615 -ethnicity 16 groups,Other Black,1533,42,1491,97.3,2079 -ethnicity 16 groups,Other White,39795,595,39200,98.5,50988 -ethnicity 16 groups,Other mixed,1526,21,1505,98.6,1932 -ethnicity 16 groups,Pakistani or British Pakistani,8491,385,8106,95.5,10801 -ethnicity 16 groups,Unknown,78939,854,78085,98.9,93730 -ethnicity 16 groups,White + Asian,882,14,868,98.4,1029 -ethnicity 16 groups,White + Black African,651,14,637,97.8,903 -ethnicity 16 groups,White + Black Caribbean,854,21,833,97.5,1113 -Index of Multiple Deprivation (quintiles),1 Most deprived,134085,2086,131999,98.4,151935 -Index of Multiple Deprivation (quintiles),2,171045,1932,169113,98.9,187859 -Index of Multiple Deprivation (quintiles),3,221606,2086,219520,99.1,237923 -Index of Multiple Deprivation (quintiles),4,226282,1890,224392,99.2,240422 -Index of Multiple Deprivation (quintiles),5 Least deprived,221298,1722,219576,99.2,232190 -Index of Multiple Deprivation (quintiles),Unknown,20769,238,20531,98.9,22694 -BMI,30+,255584,2345,253239,99.1,268394 -BMI,under 30,739494,7602,731892,99.0,804629 -Chronic cardiac disease,no,887264,8778,878486,99.0,959091 -Chronic cardiac disease,yes,107807,1162,106645,98.9,113932 -Current COPD,no,956704,9457,947247,99.0,1032353 -Current COPD,yes,38374,497,37877,98.7,40677 -DMARDs,no,975716,9765,965951,99.0,1052849 -DMARDs,yes,19355,175,19180,99.1,20174 -Dementia,no,989499,9842,979657,99.0,1067045 -Dementia,yes,5579,105,5474,98.1,5985 -"Psychosis, schizophrenia, or bipolar",no,984865,9695,975170,99.0,1061333 -"Psychosis, schizophrenia, or bipolar",yes,10213,252,9961,97.5,11690 -Learning disability,no,992775,9891,982884,99.0,1070517 -Learning disability,yes,2303,56,2247,97.6,2506 -SSRI (last 12 months),no,936621,9303,927318,99.0,1012172 -SSRI (last 12 months),yes,58457,644,57813,98.9,60851 -Chemo or radiotherapy,no,975968,9793,966175,99.0,1053115 -Chemo or radiotherapy,yes,19110,154,18956,99.2,19915 -Cancer (lung),no,993321,9926,983395,99.0,1071175 -Cancer (lung),yes,1750,14,1736,99.2,1855 -Cancer (excluding lung/haem),no,908978,9212,899766,99.0,983094 -Cancer (excluding lung/haem),yes,86093,728,85365,99.2,89929 -Cancer (haematological),no,991655,9898,981757,99.0,1069418 -Cancer (haematological),yes,3423,49,3374,98.6,3605 -brand of first dose,Moderna,140,21,119,85.0,427 -brand of first dose,Oxford-AZ,660618,7378,653240,98.9,663845 -brand of first dose,Pfizer,333648,2492,331156,99.3,338002 -brand of first dose,Unknown,672,56,616,91.7,686 +Category,Group,Second Doses due at 01 Sep (n),Second doses overdue (n),Second doses given (n),Second doses given (% of due),Total population +overall,overall,996829,10234,986595,99.0,1072771 +Sex,F,513072,5383,507689,99.0,549255 +Sex,M,483756,4858,478898,99.0,523509 +Ethnicity (broad categories),Black,7665,217,7448,97.2,10899 +Ethnicity (broad categories),Mixed,3941,84,3857,97.89999999999999,4977 +Ethnicity (broad categories),Other,9142,168,8974,98.2,12082 +Ethnicity (broad categories),South Asian,37681,924,36757,97.5,43806 +Ethnicity (broad categories),Unknown,79044,875,78169,98.9,93541 +Ethnicity (broad categories),White,859348,7959,851389,99.1,907459 +ethnicity 16 groups, African,2947,112,2835,96.2,4305 +ethnicity 16 groups, Bangladeshi or British Bangladeshi,1533,42,1491,97.3,1764 +ethnicity 16 groups, Caribbean,3171,77,3094,97.6,4501 +ethnicity 16 groups, Chinese,2905,35,2870,98.8,3850 +ethnicity 16 groups, Other,6244,126,6118,98.0,8239 +ethnicity 16 groups, Other Asian,6902,140,6762,98.0,8183 +ethnicity 16 groups,British or Mixed British,813323,7245,806078,99.1,849863 +ethnicity 16 groups,Indian or British Indian,20587,371,20216,98.2,23030 +ethnicity 16 groups,Irish,5999,84,5915,98.6,6601 +ethnicity 16 groups,Other Black,1547,35,1512,97.7,2086 +ethnicity 16 groups,Other White,40026,630,39396,98.4,50995 +ethnicity 16 groups,Other mixed,1533,21,1512,98.6,1932 +ethnicity 16 groups,Pakistani or British Pakistani,8666,378,8288,95.6,10822 +ethnicity 16 groups,Unknown,79030,868,78162,98.9,93541 +ethnicity 16 groups,White + Asian,889,21,868,97.6,1022 +ethnicity 16 groups,White + Black African,665,14,651,97.89999999999999,910 +ethnicity 16 groups,White + Black Caribbean,861,28,833,96.7,1120 +Index of Multiple Deprivation (quintiles),1 Most deprived,134491,2128,132363,98.4,151802 +Index of Multiple Deprivation (quintiles),2,171444,1995,169449,98.8,187810 +Index of Multiple Deprivation (quintiles),3,221963,2128,219835,99.0,237895 +Index of Multiple Deprivation (quintiles),4,226618,1974,224644,99.1,240429 +Index of Multiple Deprivation (quintiles),5 Least deprived,221459,1750,219709,99.2,232085 +Index of Multiple Deprivation (quintiles),Unknown,20853,259,20594,98.8,22743 +BMI,30+,256053,2394,253659,99.1,268422 +BMI,under 30,740768,7840,732928,98.9,804342 +Chronic cardiac disease,no,888601,9037,879564,99.0,958643 +Chronic cardiac disease,yes,108220,1197,107023,98.9,114121 +Current COPD,no,958468,9737,948731,99.0,1032185 +Current COPD,yes,38360,497,37863,98.7,40579 +DMARDs,no,977410,10031,967379,99.0,1052583 +DMARDs,yes,19411,196,19215,99.0,20181 +Dementia,no,991200,10122,981078,99.0,1066758 +Dementia,yes,5621,112,5509,98.0,6006 +"Psychosis, schizophrenia, or bipolar",no,986573,9982,976591,99.0,1061074 +"Psychosis, schizophrenia, or bipolar",yes,10248,252,9996,97.5,11690 +Learning disability,no,994525,10185,984340,99.0,1070265 +Learning disability,yes,2296,49,2247,97.89999999999999,2499 +SSRI (last 12 months),no,938343,9604,928739,99.0,1011997 +SSRI (last 12 months),yes,58478,630,57848,98.9,60767 +Chemo or radiotherapy,no,977676,10080,967596,99.0,1052842 +Chemo or radiotherapy,yes,19145,147,18998,99.2,19922 +Cancer (lung),no,995050,10213,984837,99.0,1070895 +Cancer (lung),yes,1771,21,1750,98.8,1869 +Cancer (excluding lung/haem),no,910497,9506,900991,99.0,982723 +Cancer (excluding lung/haem),yes,86324,728,85596,99.2,90041 +Cancer (haematological),no,993405,10185,983220,99.0,1069173 +Cancer (haematological),yes,3416,49,3367,98.6,3591 +brand of first dose,Moderna,189,21,168,88.9,448 +brand of first dose,Oxford-AZ,661528,7588,653940,98.9,663642 +brand of first dose,Pfizer,334418,2555,331863,99.2,338135 +brand of first dose,Unknown,686,63,623,90.8,700 diff --git a/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 70-79 population_tpp.csv b/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 70-79 population_tpp.csv index 1ec7d83..30dde2c 100644 --- a/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 70-79 population_tpp.csv +++ b/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 70-79 population_tpp.csv @@ -1,65 +1,65 @@ -Category,Group,Second Doses due at 19 Aug (n),Second doses overdue (n),Second doses given (n),Second doses given (% of due),Total population -overall,overall,1971592,18793,1952799,99.0,2062690 -Sex,F,1036595,10220,1026375,99.0,1083243 -Sex,M,934990,8575,926415,99.1,979433 -Age band,70-74,1142281,10605,1131676,99.1,1200073 -Age band,75-79,829304,8183,821121,99.0,862610 -Ethnicity (broad categories),Black,10696,301,10395,97.2,14707 -Ethnicity (broad categories),Mixed,5355,105,5250,98.0,6482 -Ethnicity (broad categories),Other,12411,210,12201,98.3,15428 -Ethnicity (broad categories),South Asian,47824,1085,46739,97.7,54838 -Ethnicity (broad categories),Unknown,117600,1064,116536,99.1,133021 -Ethnicity (broad categories),White,1777699,16023,1761676,99.1,1838200 -ethnicity 16 groups, African,3507,119,3388,96.6,5250 +Category,Group,Second Doses due at 01 Sep (n),Second doses overdue (n),Second doses given (n),Second doses given (% of due),Total population +overall,overall,1972429,18671,1953758,99.1,2061885 +Sex,F,1037155,10136,1027019,99.0,1082977 +Sex,M,935263,8533,926730,99.1,978901 +Age band,70-74,1143072,10577,1132495,99.1,1199828 +Age band,75-79,829353,8099,821254,99.0,862050 +Ethnicity (broad categories),Black,10766,301,10465,97.2,14700 +Ethnicity (broad categories),Mixed,5376,112,5264,97.89999999999999,6475 +Ethnicity (broad categories),Other,12481,224,12257,98.2,15449 +Ethnicity (broad categories),South Asian,48083,1099,46984,97.7,54852 +Ethnicity (broad categories),Unknown,117551,1057,116494,99.1,132839 +Ethnicity (broad categories),White,1778161,15876,1762285,99.1,1837556 +ethnicity 16 groups, African,3563,126,3437,96.5,5250 ethnicity 16 groups, Bangladeshi or British Bangladeshi,1554,42,1512,97.3,1841 -ethnicity 16 groups, Caribbean,5285,133,5152,97.5,6923 -ethnicity 16 groups, Chinese,3234,42,3192,98.7,4095 -ethnicity 16 groups, Other,9170,161,9009,98.2,11326 -ethnicity 16 groups, Other Asian,9436,168,9268,98.2,11179 -ethnicity 16 groups,British or Mixed British,1690290,14854,1675436,99.1,1740025 -ethnicity 16 groups,Indian or British Indian,27475,462,27013,98.3,30233 -ethnicity 16 groups,Irish,14308,182,14126,98.7,15267 -ethnicity 16 groups,Other Black,1911,49,1862,97.39999999999999,2541 -ethnicity 16 groups,Other White,73115,987,72128,98.7,82929 -ethnicity 16 groups,Other mixed,2149,35,2114,98.4,2534 -ethnicity 16 groups,Pakistani or British Pakistani,9366,420,8946,95.5,11585 -ethnicity 16 groups,Unknown,117572,1071,116501,99.1,132993 +ethnicity 16 groups, Caribbean,5292,133,5159,97.5,6909 +ethnicity 16 groups, Chinese,3248,49,3199,98.5,4102 +ethnicity 16 groups, Other,9240,175,9065,98.1,11354 +ethnicity 16 groups, Other Asian,9492,189,9303,98.0,11179 +ethnicity 16 groups,British or Mixed British,1690528,14700,1675828,99.1,1739353 +ethnicity 16 groups,Indian or British Indian,27545,455,27090,98.3,30226 +ethnicity 16 groups,Irish,14329,175,14154,98.8,15267 +ethnicity 16 groups,Other Black,1925,56,1869,97.1,2541 +ethnicity 16 groups,Other White,73304,994,72310,98.6,82936 +ethnicity 16 groups,Other mixed,2149,35,2114,98.4,2527 +ethnicity 16 groups,Pakistani or British Pakistani,9492,420,9072,95.6,11599 +ethnicity 16 groups,Unknown,117544,1064,116480,99.1,132832 ethnicity 16 groups,White + Asian,1211,14,1197,98.8,1379 -ethnicity 16 groups,White + Black African,819,21,798,97.39999999999999,1071 -ethnicity 16 groups,White + Black Caribbean,1183,35,1148,97.0,1498 -Index of Multiple Deprivation (quintiles),1 Most deprived,250621,3374,247247,98.7,269780 -Index of Multiple Deprivation (quintiles),2,329161,3626,325535,98.9,348292 -Index of Multiple Deprivation (quintiles),3,441238,4151,437087,99.1,460544 -Index of Multiple Deprivation (quintiles),4,458808,3668,455140,99.2,476287 -Index of Multiple Deprivation (quintiles),5 Least deprived,454531,3521,451010,99.2,468230 -Index of Multiple Deprivation (quintiles),Unknown,37226,455,36771,98.8,39550 -BMI,30+,494557,4410,490147,99.1,509740 -BMI,under 30,1477028,14385,1462643,99.0,1552936 -Chronic cardiac disease,no,1607291,15064,1592227,99.1,1686433 -Chronic cardiac disease,yes,364294,3731,360563,99.0,376250 -Current COPD,no,1781017,16744,1764273,99.1,1866018 -Current COPD,yes,190568,2044,188524,98.9,196658 -Dialysis,no,1967595,18732,1948863,99.0,2058539 -Dialysis,yes,3990,56,3934,98.6,4137 -DMARDs,no,1900549,18123,1882426,99.0,1990002 -DMARDs,yes,71036,672,70364,99.1,72674 -Dementia,no,1927835,18060,1909775,99.1,2017092 -Dementia,yes,43750,728,43022,98.3,45584 -"Psychosis, schizophrenia, or bipolar",no,1952923,18403,1934520,99.1,2042264 -"Psychosis, schizophrenia, or bipolar",yes,18662,385,18277,97.89999999999999,20419 -Learning disability,no,1968764,18718,1950046,99.0,2059694 -Learning disability,yes,2821,77,2744,97.3,2989 -SSRI (last 12 months),no,1870547,17731,1852816,99.1,1959265 -SSRI (last 12 months),yes,101038,1057,99981,99.0,103411 -Chemo or radiotherapy,no,1902691,18165,1884526,99.0,1992095 -Chemo or radiotherapy,yes,68894,623,68271,99.1,70588 -Cancer (lung),no,1958782,18641,1940141,99.0,2049530 -Cancer (lung),yes,12803,154,12649,98.8,13146 -Cancer (excluding lung/haem),no,1687266,16275,1670991,99.0,1770853 -Cancer (excluding lung/haem),yes,284319,2513,281806,99.1,291823 -Cancer (haematological),no,1941373,18459,1922914,99.0,2031638 -Cancer (haematological),yes,30212,329,29883,98.9,31045 -brand of first dose,Moderna,140,21,119,85.0,399 -brand of first dose,Oxford-AZ,1184351,13181,1171170,98.9,1187536 -brand of first dose,Pfizer,785834,5530,780304,99.3,789719 -brand of first dose,Unknown,1260,63,1197,95.0,1281 +ethnicity 16 groups,White + Black African,826,21,805,97.5,1071 +ethnicity 16 groups,White + Black Caribbean,1190,35,1155,97.1,1498 +Index of Multiple Deprivation (quintiles),1 Most deprived,250663,3374,247289,98.7,269402 +Index of Multiple Deprivation (quintiles),2,329511,3619,325892,98.9,348292 +Index of Multiple Deprivation (quintiles),3,441469,4109,437360,99.1,460418 +Index of Multiple Deprivation (quintiles),4,458962,3640,455322,99.2,476182 +Index of Multiple Deprivation (quintiles),5 Least deprived,454517,3479,451038,99.2,467985 +Index of Multiple Deprivation (quintiles),Unknown,37310,455,36855,98.8,39606 +BMI,30+,494368,4340,490028,99.1,509166 +BMI,under 30,1478050,14322,1463728,99.0,1552712 +Chronic cardiac disease,no,1607431,15008,1592423,99.1,1685250 +Chronic cardiac disease,yes,364987,3654,361333,99.0,376628 +Current COPD,no,1781780,16639,1765141,99.1,1865304 +Current COPD,yes,190645,2037,188608,98.9,196574 +Dialysis,no,1968428,18613,1949815,99.1,2057748 +Dialysis,yes,3997,56,3941,98.6,4130 +DMARDs,no,1901340,18011,1883329,99.1,1989204 +DMARDs,yes,71085,665,70420,99.1,72674 +Dementia,no,1928493,17948,1910545,99.1,2016161 +Dementia,yes,43925,721,43204,98.4,45717 +"Psychosis, schizophrenia, or bipolar",no,1953707,18298,1935409,99.1,2041459 +"Psychosis, schizophrenia, or bipolar",yes,18718,378,18340,98.0,20419 +Learning disability,no,1969604,18599,1951005,99.1,2058903 +Learning disability,yes,2821,77,2744,97.3,2975 +SSRI (last 12 months),no,1871310,17598,1853712,99.1,1958495 +SSRI (last 12 months),yes,101108,1064,100044,98.9,103383 +Chemo or radiotherapy,no,1903377,18060,1885317,99.1,1991185 +Chemo or radiotherapy,yes,69041,609,68432,99.1,70693 +Cancer (lung),no,1959587,18522,1941065,99.1,2048704 +Cancer (lung),yes,12838,147,12691,98.9,13174 +Cancer (excluding lung/haem),no,1687532,16191,1671341,99.0,1769628 +Cancer (excluding lung/haem),yes,284893,2485,282408,99.1,292250 +Cancer (haematological),no,1942136,18354,1923782,99.1,2030777 +Cancer (haematological),yes,30289,315,29974,99.0,31101 +brand of first dose,Moderna,182,21,161,88.5,413 +brand of first dose,Oxford-AZ,1184204,13097,1171107,98.9,1186493 +brand of first dose,Pfizer,786751,5474,781277,99.3,790090 +brand of first dose,Unknown,1281,70,1211,94.5,1295 diff --git a/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 80+ population_tpp.csv b/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 80+ population_tpp.csv index 5d1388b..00a09e6 100644 --- a/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 80+ population_tpp.csv +++ b/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among 80+ population_tpp.csv @@ -1,66 +1,66 @@ -Category,Group,Second Doses due at 19 Aug (n),Second doses overdue (n),Second doses given (n),Second doses given (% of due),Total population -overall,overall,1047991,12450,1035541,98.8,1090712 -Sex,F,607649,7658,599991,98.7,633052 -Sex,M,440342,4795,435547,98.9,457660 -Age band,80-84,559447,5957,553490,98.9,580636 -Age band,85-89,326704,4074,322630,98.8,339675 -Age band,90+,161833,2415,159418,98.5,170401 -Ethnicity (broad categories),Black,8218,224,7994,97.3,10864 -Ethnicity (broad categories),Mixed,2695,63,2632,97.7,3234 -Ethnicity (broad categories),Other,5523,105,5418,98.1,6629 -Ethnicity (broad categories),South Asian,24199,658,23541,97.3,27734 -Ethnicity (broad categories),Unknown,47985,553,47432,98.8,55741 -Ethnicity (broad categories),White,959371,10850,948521,98.9,986524 -ethnicity 16 groups, African,1379,42,1337,97.0,2072 -ethnicity 16 groups, Bangladeshi or British Bangladeshi,1050,28,1022,97.3,1274 -ethnicity 16 groups, Caribbean,5866,154,5712,97.39999999999999,7462 -ethnicity 16 groups, Chinese,1330,28,1302,97.89999999999999,1659 -ethnicity 16 groups, Other,4193,77,4116,98.2,4977 -ethnicity 16 groups, Other Asian,3605,70,3535,98.1,4298 -ethnicity 16 groups,British or Mixed British,911505,10038,901467,98.9,934836 -ethnicity 16 groups,Indian or British Indian,13384,266,13118,98.0,14637 -ethnicity 16 groups,Irish,8953,154,8799,98.3,9401 -ethnicity 16 groups,Other Black,966,28,938,97.1,1330 -ethnicity 16 groups,Other White,38920,665,38255,98.3,42280 -ethnicity 16 groups,Other mixed,1001,21,980,97.89999999999999,1148 -ethnicity 16 groups,Pakistani or British Pakistani,6153,280,5873,95.39999999999999,7518 -ethnicity 16 groups,Unknown,47978,553,47425,98.8,55734 +Category,Group,Second Doses due at 01 Sep (n),Second doses overdue (n),Second doses given (n),Second doses given (% of due),Total population +overall,overall,1045377,12336,1033041,98.8,1087436 +Sex,F,606228,7581,598647,98.7,631225 +Sex,M,439145,4753,434392,98.9,456211 +Age band,80-84,558845,5887,552958,98.9,579726 +Age band,85-89,325766,4018,321748,98.8,338541 +Age band,90+,160762,2429,158333,98.5,169169 +Ethnicity (broad categories),Black,8225,231,7994,97.2,10829 +Ethnicity (broad categories),Mixed,2695,56,2639,97.89999999999999,3220 +Ethnicity (broad categories),Other,5523,112,5411,98.0,6608 +Ethnicity (broad categories),South Asian,24248,658,23590,97.3,27685 +Ethnicity (broad categories),Unknown,47936,553,47383,98.8,55685 +Ethnicity (broad categories),White,956746,10731,946015,98.9,983409 +ethnicity 16 groups, African,1393,49,1344,96.5,2065 +ethnicity 16 groups, Bangladeshi or British Bangladeshi,1057,35,1022,96.7,1267 +ethnicity 16 groups, Caribbean,5859,147,5712,97.5,7434 +ethnicity 16 groups, Chinese,1330,21,1309,98.4,1659 +ethnicity 16 groups, Other,4200,91,4109,97.8,4963 +ethnicity 16 groups, Other Asian,3612,70,3542,98.1,4291 +ethnicity 16 groups,British or Mixed British,908887,9912,898975,98.9,931798 +ethnicity 16 groups,Indian or British Indian,13391,273,13118,98.0,14623 +ethnicity 16 groups,Irish,8918,140,8778,98.4,9366 +ethnicity 16 groups,Other Black,973,35,938,96.39999999999999,1323 +ethnicity 16 groups,Other White,38934,672,38262,98.3,42245 +ethnicity 16 groups,Other mixed,994,21,973,97.89999999999999,1134 +ethnicity 16 groups,Pakistani or British Pakistani,6195,280,5915,95.5,7504 +ethnicity 16 groups,Unknown,47936,560,47376,98.8,55685 ethnicity 16 groups,White + Asian,469,7,462,98.5,532 ethnicity 16 groups,White + Black African,266,7,259,97.39999999999999,364 -ethnicity 16 groups,White + Black Caribbean,959,21,938,97.8,1197 -Index of Multiple Deprivation (quintiles),1 Most deprived,130536,2191,128345,98.3,140000 -Index of Multiple Deprivation (quintiles),2,172711,2499,170212,98.6,181601 -Index of Multiple Deprivation (quintiles),3,235235,2695,232540,98.9,244195 -Index of Multiple Deprivation (quintiles),4,244447,2492,241955,99.0,252385 -Index of Multiple Deprivation (quintiles),5 Least deprived,246106,2324,243782,99.1,252574 -Index of Multiple Deprivation (quintiles),Unknown,18949,252,18697,98.7,19957 -BMI,30+,184009,1960,182049,98.9,188993 -BMI,under 30,863975,10486,853489,98.8,901719 -Chronic cardiac disease,no,727335,8582,718753,98.8,760907 -Chronic cardiac disease,yes,320656,3871,316785,98.8,329805 -Current COPD,no,937300,11109,926191,98.8,976976 -Current COPD,yes,110684,1337,109347,98.8,113736 -Dialysis,no,1046024,12418,1033606,98.8,1088689 -Dialysis,yes,1967,35,1932,98.2,2023 -DMARDs,no,1014930,12068,1002862,98.8,1056965 -DMARDs,yes,33054,378,32676,98.9,33747 -Dementia,no,958349,10626,947723,98.9,997360 -Dementia,yes,89642,1827,87815,98.0,93352 -"Psychosis, schizophrenia, or bipolar",no,1040151,12278,1027873,98.8,1082270 -"Psychosis, schizophrenia, or bipolar",yes,7840,175,7665,97.8,8442 -Learning disability,no,1047501,12432,1035069,98.8,1090194 +ethnicity 16 groups,White + Black Caribbean,966,28,938,97.1,1190 +Index of Multiple Deprivation (quintiles),1 Most deprived,130151,2170,127981,98.3,139412 +Index of Multiple Deprivation (quintiles),2,172277,2485,169792,98.6,181006 +Index of Multiple Deprivation (quintiles),3,234780,2688,232092,98.9,243621 +Index of Multiple Deprivation (quintiles),4,243852,2471,241381,99.0,251671 +Index of Multiple Deprivation (quintiles),5 Least deprived,245371,2268,243103,99.1,251762 +Index of Multiple Deprivation (quintiles),Unknown,18949,266,18683,98.6,19957 +BMI,30+,183442,1939,181503,98.9,188293 +BMI,under 30,861931,10395,851536,98.8,899136 +Chronic cardiac disease,no,725228,8498,716730,98.8,758366 +Chronic cardiac disease,yes,320145,3843,316302,98.8,329063 +Current COPD,no,934983,11004,923979,98.8,974078 +Current COPD,yes,110390,1330,109060,98.8,113358 +Dialysis,no,1043399,12299,1031100,98.8,1085406 +Dialysis,yes,1974,35,1939,98.2,2030 +DMARDs,no,1012389,11956,1000433,98.8,1053787 +DMARDs,yes,32984,378,32606,98.9,33649 +Dementia,no,955836,10507,945329,98.9,994259 +Dementia,yes,89537,1827,87710,98.0,93177 +"Psychosis, schizophrenia, or bipolar",no,1037575,12166,1025409,98.8,1079043 +"Psychosis, schizophrenia, or bipolar",yes,7805,175,7630,97.8,8393 +Learning disability,no,1044890,12320,1032570,98.8,1086918 Learning disability,yes,490,21,469,95.7,518 -SSRI (last 12 months),no,1006054,11865,994189,98.8,1047844 -SSRI (last 12 months),yes,41930,581,41349,98.6,42868 -Chemo or radiotherapy,no,1011794,12026,999768,98.8,1053696 -Chemo or radiotherapy,yes,36190,420,35770,98.8,37016 -Cancer (lung),no,1040767,12369,1028398,98.8,1083299 -Cancer (lung),yes,7224,84,7140,98.8,7413 -Cancer (excluding lung/haem),no,855169,10381,844788,98.8,893235 -Cancer (excluding lung/haem),yes,192815,2065,190750,98.9,197477 -Cancer (haematological),no,1028216,12208,1016008,98.8,1070461 -Cancer (haematological),yes,19775,245,19530,98.8,20251 -brand of first dose,Moderna,21,0,21,100.0,105 -brand of first dose,Oxford-AZ,283787,5852,277935,97.89999999999999,285488 -brand of first dose,Pfizer,763504,6573,756931,99.1,764722 +SSRI (last 12 months),no,1003492,11767,991725,98.8,1044638 +SSRI (last 12 months),yes,41881,567,41314,98.6,42791 +Chemo or radiotherapy,no,1009267,11921,997346,98.8,1050532 +Chemo or radiotherapy,yes,36106,413,35693,98.9,36904 +Cancer (lung),no,1038149,12257,1025892,98.8,1080016 +Cancer (lung),yes,7231,84,7147,98.8,7420 +Cancer (excluding lung/haem),no,852866,10283,842583,98.8,890365 +Cancer (excluding lung/haem),yes,192507,2058,190449,98.9,197071 +Cancer (haematological),no,1025598,12089,1013509,98.8,1067185 +Cancer (haematological),yes,19775,245,19530,98.8,20244 +brand of first dose,Moderna,35,7,28,80.0,112 +brand of first dose,Oxford-AZ,282660,5817,276843,97.89999999999999,283899 +brand of first dose,Pfizer,762006,6489,755517,99.1,763084 brand of first dose,Unknown,672,21,651,96.89999999999999,672 diff --git a/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among LD (aged 16-64) population_tpp.csv b/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among LD (aged 16-64) population_tpp.csv index 39ecde6..2075c4a 100644 --- a/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among LD (aged 16-64) population_tpp.csv +++ b/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among LD (aged 16-64) population_tpp.csv @@ -1,22 +1,23 @@ -Category,Group,Second Doses due at 19 Aug (n),Second doses overdue (n),Second doses given (n),Second doses given (% of due),Total population -overall,overall,67634,2334,65300,96.5,82992 -Sex,F,26327,847,25480,96.8,31353 -Sex,M,41307,1484,39823,96.39999999999999,51639 -Age band,16-29,25599,1085,24514,95.8,34692 -Age band,30-34,8638,322,8316,96.3,10696 -Age band,35-39,6538,224,6314,96.6,7735 -Age band,40-44,5292,140,5152,97.39999999999999,6076 -Age band,45-49,5446,168,5278,96.89999999999999,6146 -Age band,50-54,5894,161,5733,97.3,6489 -Age band,55-59,5831,147,5684,97.5,6398 -Age band,60-64,4396,98,4298,97.8,4753 -Ethnicity (broad categories),Black,756,49,707,93.5,1365 -Ethnicity (broad categories),Mixed,700,28,672,96.0,1092 -Ethnicity (broad categories),Other,476,21,455,95.6,721 -Ethnicity (broad categories),South Asian,3199,203,2996,93.7,4767 -Ethnicity (broad categories),Unknown,4907,126,4781,97.39999999999999,6286 -Ethnicity (broad categories),White,57589,1897,55692,96.7,68761 -brand of first dose,Moderna,77,7,70,90.9,357 -brand of first dose,Oxford-AZ,48594,1862,46732,96.2,49245 -brand of first dose,Pfizer,18921,462,18459,97.6,22141 +Category,Group,Second Doses due at 01 Sep (n),Second doses overdue (n),Second doses given (n),Second doses given (% of due),Total population +overall,overall,68499,2368,66131,96.5,83076 +Sex,F,26607,854,25753,96.8,31374 +Sex,M,41888,1512,40376,96.39999999999999,51695 +Age band,16-17,2919,147,2772,95.0,4746 +Age band,18-29,23149,959,22190,95.89999999999999,30023 +Age band,30-34,8722,308,8414,96.5,10710 +Age band,35-39,6629,224,6405,96.6,7742 +Age band,40-44,5369,147,5222,97.3,6083 +Age band,45-49,5502,168,5334,96.89999999999999,6139 +Age band,50-54,5943,168,5775,97.2,6496 +Age band,55-59,5845,140,5705,97.6,6384 +Age band,60-64,4410,91,4319,97.89999999999999,4753 +Ethnicity (broad categories),Black,777,49,728,93.7,1365 +Ethnicity (broad categories),Mixed,714,35,679,95.1,1092 +Ethnicity (broad categories),Other,490,21,469,95.7,721 +Ethnicity (broad categories),South Asian,3297,203,3094,93.8,4774 +Ethnicity (broad categories),Unknown,4963,119,4844,97.6,6286 +Ethnicity (broad categories),White,58254,1939,56315,96.7,68838 +brand of first dose,Moderna,98,7,91,92.9,364 +brand of first dose,Oxford-AZ,48853,1848,47005,96.2,49252 +brand of first dose,Pfizer,19502,511,18991,97.39999999999999,22442 brand of first dose,Unknown,42,0,42,100.0,42 diff --git a/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among care home population_tpp.csv b/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among care home population_tpp.csv index 1b0e698..2d790e5 100644 --- a/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among care home population_tpp.csv +++ b/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among care home population_tpp.csv @@ -1,22 +1,22 @@ -Category,Group,Second Doses due at 19 Aug (n),Second doses overdue (n),Second doses given (n),Second doses given (% of due),Total population -overall,overall,82451,2707,79744,96.7,86471 -Sex,F,58660,1771,56889,97.0,61313 -Sex,M,23786,938,22848,96.1,25158 -Age band,65-69,4578,189,4389,95.89999999999999,4921 -Age band,70-74,7133,273,6860,96.2,7623 -Age band,75-79,9905,392,9513,96.0,10437 -Age band,80-84,14833,504,14329,96.6,15526 -Age band,85-89,19544,616,18928,96.8,20454 -Age band,90+,26460,742,25718,97.2,27503 -Ethnicity (broad categories),Black,420,14,406,96.7,497 -Ethnicity (broad categories),Mixed,224,14,210,93.8,238 -Ethnicity (broad categories),Other,343,14,329,95.89999999999999,364 +Category,Group,Second Doses due at 01 Sep (n),Second doses overdue (n),Second doses given (n),Second doses given (% of due),Total population +overall,overall,82775,2700,80075,96.7,86807 +Sex,F,58870,1778,57092,97.0,61516 +Sex,M,23905,924,22981,96.1,25291 +Age band,65-69,4613,182,4431,96.1,4949 +Age band,70-74,7175,280,6895,96.1,7658 +Age band,75-79,9996,392,9604,96.1,10535 +Age band,80-84,14945,504,14441,96.6,15638 +Age band,85-89,19635,616,19019,96.89999999999999,20545 +Age band,90+,26404,728,25676,97.2,27482 +Ethnicity (broad categories),Black,427,21,406,95.1,504 +Ethnicity (broad categories),Mixed,231,14,217,93.89999999999999,252 +Ethnicity (broad categories),Other,350,14,336,96.0,371 Ethnicity (broad categories),South Asian,623,35,588,94.39999999999999,672 -Ethnicity (broad categories),Unknown,1876,63,1813,96.6,2051 -Ethnicity (broad categories),White,78967,2569,76398,96.7,82642 -Dementia,no,36792,1253,35539,96.6,39039 -Dementia,yes,45661,1463,44198,96.8,47432 +Ethnicity (broad categories),Unknown,1876,63,1813,96.6,2093 +Ethnicity (broad categories),White,79275,2562,76713,96.8,82915 +Dementia,no,36918,1246,35672,96.6,39186 +Dementia,yes,45850,1449,44401,96.8,47621 brand of first dose,Moderna,0,0,0,,0 -brand of first dose,Oxford-AZ,60641,2121,58520,96.5,61061 -brand of first dose,Pfizer,21693,574,21119,97.39999999999999,21749 -brand of first dose,Unknown,105,0,105,100.0,112 +brand of first dose,Oxford-AZ,60746,2128,58618,96.5,61040 +brand of first dose,Pfizer,21924,574,21350,97.39999999999999,21973 +brand of first dose,Unknown,105,0,105,100.0,105 diff --git a/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among shielding (aged 16-69) population_tpp.csv b/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among shielding (aged 16-69) population_tpp.csv index 1a347e2..799000e 100644 --- a/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among shielding (aged 16-69) population_tpp.csv +++ b/released-outputs/machine_readable_outputs/second_doses/Cumulative second dose vaccination figures among shielding (aged 16-69) population_tpp.csv @@ -1,29 +1,29 @@ -Category,Group,Second Doses due at 28 Jul (n),Second doses overdue (n),Second doses given (n),Second doses given (% of due),Total population -overall,overall,726657,18917,707740,97.39999999999999,835072 -newly shielded since feb 15,no,453047,9807,443240,97.8,498897 -newly shielded since feb 15,yes,273616,9114,264502,96.7,336175 -Sex,F,404250,11102,393148,97.3,469091 -Sex,M,322392,7812,314580,97.6,365967 -Age band,16-29,52038,2562,49476,95.1,70084 -Age band,30-39,98980,4137,94843,95.8,127799 -Age band,40-49,142387,4263,138124,97.0,166964 -Age band,50-59,208285,4599,203686,97.8,230384 -Age band,60-69,224959,3360,221599,98.5,239827 -Ethnicity (broad categories),Black,30282,1372,28910,95.5,44653 -Ethnicity (broad categories),Mixed,10626,476,10150,95.5,14427 -Ethnicity (broad categories),Other,13510,427,13083,96.8,18270 -Ethnicity (broad categories),South Asian,87094,3416,83678,96.1,108458 -Ethnicity (broad categories),Unknown,25886,504,25382,98.1,30422 -Ethnicity (broad categories),White,559244,12719,546525,97.7,618828 -Index of Multiple Deprivation (quintiles),1 Most deprived,201138,7224,193914,96.39999999999999,244447 -Index of Multiple Deprivation (quintiles),2,161630,4452,157178,97.2,188160 -Index of Multiple Deprivation (quintiles),3,141351,3178,138173,97.8,159047 -Index of Multiple Deprivation (quintiles),4,113911,2191,111720,98.1,125097 -Index of Multiple Deprivation (quintiles),5 Least deprived,90580,1386,89194,98.5,97405 -Index of Multiple Deprivation (quintiles),Unknown,18032,490,17542,97.3,20902 -Learning disability,no,702219,18221,683998,97.39999999999999,808129 -Learning disability,yes,24430,700,23730,97.1,26936 -brand of first dose,Moderna,98,14,84,85.7,1400 -brand of first dose,Oxford-AZ,472661,14938,457723,96.8,481243 -brand of first dose,Pfizer,253421,3948,249473,98.4,269731 -brand of first dose,Unknown,469,14,455,97.0,483 +Category,Group,Second Doses due at 01 Sep (n),Second doses overdue (n),Second doses given (n),Second doses given (% of due),Total population +overall,overall,741160,19101,722059,97.39999999999999,838964 +newly shielded since feb 15,no,456897,9856,447041,97.8,498743 +newly shielded since feb 15,yes,284263,9240,275023,96.7,340221 +Sex,F,413049,11095,401954,97.3,471401 +Sex,M,328097,8008,320089,97.6,367549 +Age band,16-29,53529,2604,50925,95.1,70406 +Age band,30-39,102144,4165,97979,95.89999999999999,128219 +Age band,40-49,145957,4284,141673,97.1,167636 +Age band,50-59,211750,4676,207074,97.8,231553 +Age band,60-69,227766,3367,224399,98.5,241143 +Ethnicity (broad categories),Black,31486,1400,30086,95.6,44765 +Ethnicity (broad categories),Mixed,10934,476,10458,95.6,14448 +Ethnicity (broad categories),Other,14028,490,13538,96.5,18305 +Ethnicity (broad categories),South Asian,90055,3318,86737,96.3,108591 +Ethnicity (broad categories),Unknown,25683,497,25186,98.1,29820 +Ethnicity (broad categories),White,568967,12922,556045,97.7,623021 +Index of Multiple Deprivation (quintiles),1 Most deprived,205723,7196,198527,96.5,245063 +Index of Multiple Deprivation (quintiles),2,165074,4508,160566,97.3,188916 +Index of Multiple Deprivation (quintiles),3,143787,3220,140567,97.8,159768 +Index of Multiple Deprivation (quintiles),4,115843,2226,113617,98.1,125853 +Index of Multiple Deprivation (quintiles),5 Least deprived,92064,1435,90629,98.4,98098 +Index of Multiple Deprivation (quintiles),Unknown,18662,518,18144,97.2,21245 +Learning disability,no,716387,18424,697963,97.39999999999999,811986 +Learning disability,yes,24759,672,24087,97.3,26957 +brand of first dose,Moderna,469,56,413,88.1,1624 +brand of first dose,Oxford-AZ,480431,14294,466137,97.0,483406 +brand of first dose,Pfizer,259763,4739,255024,98.2,274295 +brand of first dose,Unknown,490,14,476,97.1,504 diff --git a/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 16-17 population_tpp.csv b/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 16-17 population_tpp.csv new file mode 100644 index 0000000..61c4a7e --- /dev/null +++ b/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 16-17 population_tpp.csv @@ -0,0 +1,16 @@ +Category,Group,Vaccinated at 01 Sep (n),Vaccinated at 01 Sep (%),Total eligible,Previous week's vaccination coverage (%),Vaccinated over last 7d (%) +overall,overall,245937,46.8,525707,39.5,7.3 +Sex,F,126196,49.1,256844,41.8,7.3 +Sex,M,119728,44.5,268835,37.4,7.1 +Ethnicity (broad categories),Black,3108,19.0,16401,15.0,4.0 +Ethnicity (broad categories),Mixed,4487,33.8,13286,28.3,5.5 +Ethnicity (broad categories),Other,4130,32.3,12768,26.8,5.5 +Ethnicity (broad categories),South Asian,14952,34.8,42917,28.0,6.8 +Ethnicity (broad categories),Unknown,55580,49.1,113190,41.2,7.9 +Ethnicity (broad categories),White,163667,50.0,327110,42.7,7.3 +Index of Multiple Deprivation (quintiles),1 Most deprived,38171,32.2,118671,27.0,5.2 +Index of Multiple Deprivation (quintiles),2,41020,41.3,99442,34.4,6.9 +Index of Multiple Deprivation (quintiles),3,49371,48.9,101003,41.3,7.6 +Index of Multiple Deprivation (quintiles),4,53123,54.2,97965,46.0,8.2 +Index of Multiple Deprivation (quintiles),5 Least deprived,59115,60.4,97825,51.5,8.9 +Index of Multiple Deprivation (quintiles),Unknown,5117,47.5,10773,39.9,7.6 diff --git a/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 18-29 population_tpp.csv b/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 18-29 population_tpp.csv index db0f708..20cab80 100644 --- a/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 18-29 population_tpp.csv +++ b/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 18-29 population_tpp.csv @@ -1,33 +1,33 @@ -Category,Group,Vaccinated at 19 Aug (n),Vaccinated at 19 Aug (%),Total eligible,Previous week's vaccination coverage (%),Vaccinated over last 7d (%) -overall,overall,2242752,64.3,3486238,63.7,0.6 -Sex,F,1148980,66.6,1726060,66.0,0.6 -Sex,M,1093603,62.1,1759940,61.5,0.6 -Ethnicity (broad categories),Black,37513,37.6,99792,36.8,0.8 -Ethnicity (broad categories),Mixed,38262,51.1,74893,50.4,0.7 -Ethnicity (broad categories),Other,55188,40.0,137956,39.5,0.5 -Ethnicity (broad categories),South Asian,171339,58.8,291459,57.9,0.9 -Ethnicity (broad categories),Unknown,359569,64.2,560245,63.6,0.6 -Ethnicity (broad categories),White,1580712,68.1,2321662,67.5,0.6 -ethnicity 16 groups, African,24066,40.2,59822,39.3,0.9 -ethnicity 16 groups, Bangladeshi or British Bangladeshi,13895,61.3,22680,60.4,0.9 -ethnicity 16 groups, Caribbean,4963,30.1,16485,29.6,0.5 -ethnicity 16 groups, Chinese,17528,32.0,54831,31.6,0.4 -ethnicity 16 groups, Other,37688,45.3,83132,44.8,0.5 -ethnicity 16 groups, Other Asian,38318,57.3,66899,56.5,0.8 -ethnicity 16 groups,British or Mixed British,1424248,73.5,1936725,73.0,0.5 -ethnicity 16 groups,Indian or British Indian,73850,69.1,106827,68.3,0.8 -ethnicity 16 groups,Irish,7483,58.8,12719,58.3,0.5 -ethnicity 16 groups,Other Black,8484,36.1,23492,35.4,0.7 -ethnicity 16 groups,Other White,149002,40.0,372225,39.6,0.4 -ethnicity 16 groups,Other mixed,14245,50.2,28371,49.6,0.6 -ethnicity 16 groups,Pakistani or British Pakistani,45276,47.6,95088,46.7,0.9 -ethnicity 16 groups,Unknown,359499,64.2,560147,63.6,0.6 -ethnicity 16 groups,White + Asian,10332,63.6,16254,62.8,0.8 -ethnicity 16 groups,White + Black African,5600,47.0,11921,46.1,0.9 -ethnicity 16 groups,White + Black Caribbean,8092,44.0,18375,43.4,0.6 -Index of Multiple Deprivation (quintiles),1 Most deprived,414477,52.5,789516,51.9,0.6 -Index of Multiple Deprivation (quintiles),2,452032,60.6,745444,60.0,0.6 -Index of Multiple Deprivation (quintiles),3,471408,66.7,707035,66.1,0.6 -Index of Multiple Deprivation (quintiles),4,434924,71.0,612976,70.4,0.6 -Index of Multiple Deprivation (quintiles),5 Least deprived,391531,75.5,518714,74.9,0.6 -Index of Multiple Deprivation (quintiles),Unknown,78204,69.6,112322,69.0,0.6 +Category,Group,Vaccinated at 01 Sep (n),Vaccinated at 01 Sep (%),Total eligible,Previous week's vaccination coverage (%),Vaccinated over last 7d (%) +overall,overall,2283478,65.4,3489808,64.9,0.5 +Sex,F,1168636,67.6,1727635,67.1,0.5 +Sex,M,1114666,63.3,1761935,62.7,0.6 +Ethnicity (broad categories),Black,39466,39.5,99967,38.6,0.9 +Ethnicity (broad categories),Mixed,39200,52.3,74998,51.7,0.6 +Ethnicity (broad categories),Other,56574,41.0,138061,40.5,0.5 +Ethnicity (broad categories),South Asian,176484,60.4,292264,59.6,0.8 +Ethnicity (broad categories),Unknown,365687,65.2,560497,64.7,0.5 +Ethnicity (broad categories),White,1605891,69.1,2323776,68.6,0.5 +ethnicity 16 groups, African,25347,42.3,59920,41.3,1.0 +ethnicity 16 groups, Bangladeshi or British Bangladeshi,14343,63.2,22708,62.4,0.8 +ethnicity 16 groups, Caribbean,5173,31.4,16471,30.9,0.5 +ethnicity 16 groups, Chinese,17878,32.6,54775,32.3,0.3 +ethnicity 16 groups, Other,38710,46.5,83300,45.9,0.6 +ethnicity 16 groups, Other Asian,39305,58.7,67011,57.9,0.8 +ethnicity 16 groups,British or Mixed British,1446018,74.6,1938328,74.1,0.5 +ethnicity 16 groups,Indian or British Indian,75621,70.5,107212,69.8,0.7 +ethnicity 16 groups,Irish,7602,59.6,12761,59.3,0.3 +ethnicity 16 groups,Other Black,8932,37.9,23548,37.1,0.8 +ethnicity 16 groups,Other White,152313,40.9,372736,40.5,0.4 +ethnicity 16 groups,Other mixed,14574,51.4,28378,50.7,0.7 +ethnicity 16 groups,Pakistani or British Pakistani,47215,49.5,95333,48.6,0.9 +ethnicity 16 groups,Unknown,365638,65.2,560455,64.7,0.5 +ethnicity 16 groups,White + Asian,10535,64.6,16296,64.1,0.5 +ethnicity 16 groups,White + Black African,5782,48.4,11949,47.7,0.7 +ethnicity 16 groups,White + Black Caribbean,8316,45.2,18382,44.7,0.5 +Index of Multiple Deprivation (quintiles),1 Most deprived,424445,53.7,790118,53.1,0.6 +Index of Multiple Deprivation (quintiles),2,461076,61.8,746249,61.2,0.6 +Index of Multiple Deprivation (quintiles),3,479766,67.8,707714,67.2,0.6 +Index of Multiple Deprivation (quintiles),4,441518,71.9,613725,71.5,0.4 +Index of Multiple Deprivation (quintiles),5 Least deprived,396368,76.4,518553,76.0,0.4 +Index of Multiple Deprivation (quintiles),Unknown,80115,70.8,113204,70.2,0.6 diff --git a/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 30-39 population_tpp.csv b/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 30-39 population_tpp.csv index c9364b3..ab2d338 100644 --- a/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 30-39 population_tpp.csv +++ b/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 30-39 population_tpp.csv @@ -1,33 +1,33 @@ -Category,Group,Vaccinated at 19 Aug (n),Vaccinated at 19 Aug (%),Total eligible,Previous week's vaccination coverage (%),Vaccinated over last 7d (%) -overall,overall,2282496,68.4,3336340,68.1,0.3 -Sex,F,1172458,72.7,1613745,72.3,0.4 -Sex,M,1109969,64.4,1722511,64.2,0.2 -Ethnicity (broad categories),Black,45717,48.5,94332,47.9,0.6 -Ethnicity (broad categories),Mixed,33964,55.8,60907,55.4,0.4 -Ethnicity (broad categories),Other,63749,53.2,119805,52.9,0.3 -Ethnicity (broad categories),South Asian,216783,64.3,336945,63.9,0.4 -Ethnicity (broad categories),Unknown,210238,61.5,341922,61.2,0.3 -Ethnicity (broad categories),White,1711983,71.9,2382345,71.6,0.3 -ethnicity 16 groups, African,31388,53.2,59031,52.5,0.7 -ethnicity 16 groups, Bangladeshi or British Bangladeshi,15554,69.0,22526,68.6,0.4 -ethnicity 16 groups, Caribbean,5397,34.1,15834,33.6,0.5 -ethnicity 16 groups, Chinese,15771,51.5,30597,51.3,0.2 -ethnicity 16 groups, Other,48006,53.8,89229,53.4,0.4 -ethnicity 16 groups, Other Asian,47985,63.6,75474,63.2,0.4 -ethnicity 16 groups,British or Mixed British,1470406,79.0,1860572,78.8,0.2 -ethnicity 16 groups,Indian or British Indian,96047,66.9,143556,66.6,0.3 -ethnicity 16 groups,Irish,10234,61.5,16639,61.3,0.2 -ethnicity 16 groups,Other Black,8925,45.9,19460,45.3,0.6 -ethnicity 16 groups,Other White,231357,45.8,505120,45.6,0.2 -ethnicity 16 groups,Other mixed,13888,55.3,25095,55.0,0.3 -ethnicity 16 groups,Pakistani or British Pakistani,57183,60.0,95382,59.4,0.6 -ethnicity 16 groups,Unknown,210224,61.5,341922,61.2,0.3 -ethnicity 16 groups,White + Asian,7861,66.5,11816,66.1,0.4 -ethnicity 16 groups,White + Black African,5950,56.5,10535,56.0,0.5 -ethnicity 16 groups,White + Black Caribbean,6251,46.4,13461,46.1,0.3 -Index of Multiple Deprivation (quintiles),1 Most deprived,436933,58.4,748237,58.1,0.3 -Index of Multiple Deprivation (quintiles),2,460908,64.3,716968,64.0,0.3 -Index of Multiple Deprivation (quintiles),3,474404,69.6,682010,69.3,0.3 -Index of Multiple Deprivation (quintiles),4,437780,74.2,589750,74.0,0.2 -Index of Multiple Deprivation (quintiles),5 Least deprived,379750,79.2,479780,78.9,0.3 -Index of Multiple Deprivation (quintiles),Unknown,92666,77.5,119511,77.2,0.3 +Category,Group,Vaccinated at 01 Sep (n),Vaccinated at 01 Sep (%),Total eligible,Previous week's vaccination coverage (%),Vaccinated over last 7d (%) +overall,overall,2302063,69.0,3338706,68.7,0.3 +Sex,F,1182909,73.3,1614802,73.0,0.3 +Sex,M,1119090,64.9,1723813,64.7,0.2 +Ethnicity (broad categories),Black,46823,49.5,94500,49.0,0.5 +Ethnicity (broad categories),Mixed,34433,56.5,60970,56.1,0.4 +Ethnicity (broad categories),Other,64631,53.8,120085,53.5,0.3 +Ethnicity (broad categories),South Asian,219779,65.1,337358,64.8,0.3 +Ethnicity (broad categories),Unknown,211729,61.9,341915,61.7,0.2 +Ethnicity (broad categories),White,1724597,72.3,2383787,72.1,0.2 +ethnicity 16 groups, African,32123,54.3,59122,53.8,0.5 +ethnicity 16 groups, Bangladeshi or British Bangladeshi,15715,69.8,22519,69.5,0.3 +ethnicity 16 groups, Caribbean,5551,35.0,15848,34.6,0.4 +ethnicity 16 groups, Chinese,15904,51.8,30674,51.7,0.1 +ethnicity 16 groups, Other,48720,54.5,89411,54.1,0.4 +ethnicity 16 groups, Other Asian,48587,64.3,75544,64.0,0.3 +ethnicity 16 groups,British or Mixed British,1480304,79.5,1861699,79.3,0.2 +ethnicity 16 groups,Indian or British Indian,97090,67.5,143766,67.2,0.3 +ethnicity 16 groups,Irish,10311,61.9,16653,61.7,0.2 +ethnicity 16 groups,Other Black,9149,46.9,19516,46.4,0.5 +ethnicity 16 groups,Other White,234003,46.3,505421,46.1,0.2 +ethnicity 16 groups,Other mixed,14070,56.0,25109,55.7,0.3 +ethnicity 16 groups,Pakistani or British Pakistani,58401,61.1,95536,60.6,0.5 +ethnicity 16 groups,Unknown,211715,61.9,341915,61.7,0.2 +ethnicity 16 groups,White + Asian,7952,67.2,11837,66.8,0.4 +ethnicity 16 groups,White + Black African,6055,57.3,10563,56.9,0.4 +ethnicity 16 groups,White + Black Caribbean,6349,47.1,13475,46.8,0.3 +Index of Multiple Deprivation (quintiles),1 Most deprived,441707,59.0,748272,58.7,0.3 +Index of Multiple Deprivation (quintiles),2,465045,64.8,717276,64.6,0.2 +Index of Multiple Deprivation (quintiles),3,478198,70.1,682479,69.8,0.3 +Index of Multiple Deprivation (quintiles),4,440860,74.7,590149,74.5,0.2 +Index of Multiple Deprivation (quintiles),5 Least deprived,382151,79.6,480095,79.4,0.2 +Index of Multiple Deprivation (quintiles),Unknown,94031,78.1,120337,77.8,0.3 diff --git a/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 40-49 population_tpp.csv b/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 40-49 population_tpp.csv index 229696a..31b1592 100644 --- a/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 40-49 population_tpp.csv +++ b/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 40-49 population_tpp.csv @@ -1,33 +1,33 @@ -Category,Group,Vaccinated at 19 Aug (n),Vaccinated at 19 Aug (%),Total eligible,Previous week's vaccination coverage (%),Vaccinated over last 7d (%) -overall,overall,2361840,79.7,2963121,79.6,0.1 -Sex,F,1195586,84.4,1417038,84.3,0.1 -Sex,M,1166221,75.4,1546041,75.3,0.1 -Ethnicity (broad categories),Black,56287,62.7,89754,62.4,0.3 -Ethnicity (broad categories),Mixed,28462,67.8,41986,67.6,0.2 -Ethnicity (broad categories),Other,58142,65.5,88725,65.3,0.2 -Ethnicity (broad categories),South Asian,202069,76.2,265216,76.0,0.2 -Ethnicity (broad categories),Unknown,222264,69.0,321951,68.9,0.1 -Ethnicity (broad categories),White,1794590,83.3,2155447,83.2,0.1 -ethnicity 16 groups, African,37863,66.4,57008,66.1,0.3 -ethnicity 16 groups, Bangladeshi or British Bangladeshi,15358,81.8,18781,81.7,0.1 -ethnicity 16 groups, Caribbean,7217,49.1,14700,48.9,0.2 -ethnicity 16 groups, Chinese,14658,69.9,20979,69.6,0.3 -ethnicity 16 groups, Other,43470,64.2,67739,64.0,0.2 -ethnicity 16 groups, Other Asian,47355,75.3,62860,75.1,0.2 -ethnicity 16 groups,British or Mixed British,1576785,88.1,1790341,88.0,0.1 -ethnicity 16 groups,Indian or British Indian,85785,78.3,109529,78.2,0.1 -ethnicity 16 groups,Irish,11109,75.3,14749,75.2,0.1 -ethnicity 16 groups,Other Black,11193,62.1,18032,61.8,0.3 -ethnicity 16 groups,Other White,206675,59.0,350343,58.8,0.2 -ethnicity 16 groups,Other mixed,10962,65.8,16660,65.6,0.2 -ethnicity 16 groups,Pakistani or British Pakistani,53571,72.3,74053,72.1,0.2 -ethnicity 16 groups,Unknown,222285,69.0,321965,68.9,0.1 -ethnicity 16 groups,White + Asian,6370,75.9,8393,75.8,0.1 -ethnicity 16 groups,White + Black African,6734,69.2,9737,68.9,0.3 -ethnicity 16 groups,White + Black Caribbean,4410,61.1,7217,61.0,0.1 -Index of Multiple Deprivation (quintiles),1 Most deprived,403501,70.5,572516,70.3,0.2 -Index of Multiple Deprivation (quintiles),2,437983,75.8,578011,75.6,0.2 -Index of Multiple Deprivation (quintiles),3,488684,80.3,608923,80.1,0.2 -Index of Multiple Deprivation (quintiles),4,488516,83.9,582575,83.8,0.1 -Index of Multiple Deprivation (quintiles),5 Least deprived,481278,88.0,546994,87.9,0.1 -Index of Multiple Deprivation (quintiles),Unknown,61838,83.5,74067,83.4,0.1 +Category,Group,Vaccinated at 01 Sep (n),Vaccinated at 01 Sep (%),Total eligible,Previous week's vaccination coverage (%),Vaccinated over last 7d (%) +overall,overall,2369377,79.9,2964689,79.8,0.1 +Sex,F,1199128,84.6,1417815,84.5,0.1 +Sex,M,1170211,75.7,1546825,75.5,0.2 +Ethnicity (broad categories),Black,56959,63.4,89859,63.1,0.3 +Ethnicity (broad categories),Mixed,28637,68.2,42007,68.0,0.2 +Ethnicity (broad categories),Other,58569,65.8,88963,65.6,0.2 +Ethnicity (broad categories),South Asian,203280,76.6,265475,76.4,0.2 +Ethnicity (broad categories),Unknown,222754,69.2,321832,69.1,0.1 +Ethnicity (broad categories),White,1799140,83.4,2156504,83.3,0.1 +ethnicity 16 groups, African,38304,67.1,57071,66.8,0.3 +ethnicity 16 groups, Bangladeshi or British Bangladeshi,15414,82.1,18774,81.9,0.2 +ethnicity 16 groups, Caribbean,7301,49.6,14707,49.4,0.2 +ethnicity 16 groups, Chinese,14777,69.9,21140,69.6,0.3 +ethnicity 16 groups, Other,43792,64.6,67837,64.4,0.2 +ethnicity 16 groups, Other Asian,47621,75.7,62944,75.5,0.2 +ethnicity 16 groups,British or Mixed British,1580159,88.2,1791216,88.1,0.1 +ethnicity 16 groups,Indian or British Indian,86093,78.6,109578,78.4,0.2 +ethnicity 16 groups,Irish,11158,75.5,14777,75.4,0.1 +ethnicity 16 groups,Other Black,11354,62.8,18074,62.5,0.3 +ethnicity 16 groups,Other White,207837,59.3,350518,59.1,0.2 +ethnicity 16 groups,Other mixed,11011,66.2,16639,66.0,0.2 +ethnicity 16 groups,Pakistani or British Pakistani,54159,73.0,74172,72.7,0.3 +ethnicity 16 groups,Unknown,222733,69.2,321811,69.1,0.1 +ethnicity 16 groups,White + Asian,6405,76.1,8414,76.0,0.1 +ethnicity 16 groups,White + Black African,6783,69.6,9744,69.4,0.2 +ethnicity 16 groups,White + Black Caribbean,4445,61.6,7217,61.4,0.2 +Index of Multiple Deprivation (quintiles),1 Most deprived,405447,70.8,572551,70.7,0.1 +Index of Multiple Deprivation (quintiles),2,439740,76.0,578242,75.9,0.1 +Index of Multiple Deprivation (quintiles),3,490245,80.5,609343,80.4,0.1 +Index of Multiple Deprivation (quintiles),4,489657,84.0,582932,83.9,0.1 +Index of Multiple Deprivation (quintiles),5 Least deprived,481964,88.1,547134,88.0,0.1 +Index of Multiple Deprivation (quintiles),Unknown,62286,83.7,74438,83.5,0.2 diff --git a/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 50-54 population_tpp.csv b/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 50-54 population_tpp.csv index 64e7a67..96765d9 100644 --- a/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 50-54 population_tpp.csv +++ b/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 50-54 population_tpp.csv @@ -1,45 +1,45 @@ -Category,Group,Vaccinated at 19 Aug (n),Vaccinated at 19 Aug (%),Total eligible,Previous week's vaccination coverage (%),Vaccinated over last 7d (%) -overall,overall,1372025,87.5,1567818,87.5,0.0 -Sex,F,689437,90.1,765352,90.0,0.1 -Sex,M,682577,85.1,802452,85.0,0.1 -Ethnicity (broad categories),Black,25732,67.8,37933,67.6,0.2 -Ethnicity (broad categories),Mixed,11641,75.1,15491,75.0,0.1 -Ethnicity (broad categories),Other,21231,72.7,29190,72.6,0.1 -Ethnicity (broad categories),South Asian,72135,83.7,86135,83.6,0.1 -Ethnicity (broad categories),Unknown,140343,78.6,178535,78.5,0.1 -Ethnicity (broad categories),White,1100939,90.2,1220520,90.2,0.0 -ethnicity 16 groups, African,14224,71.0,20020,70.8,0.2 -ethnicity 16 groups, Bangladeshi or British Bangladeshi,4396,88.8,4949,88.8,0.0 -ethnicity 16 groups, Caribbean,5663,60.1,9415,59.9,0.2 -ethnicity 16 groups, Chinese,5579,78.2,7133,78.1,0.1 -ethnicity 16 groups, Other,15645,70.9,22057,70.8,0.1 -ethnicity 16 groups, Other Asian,17360,82.3,21098,82.1,0.2 -ethnicity 16 groups,British or Mixed British,1014153,92.5,1096578,92.5,0.0 -ethnicity 16 groups,Indian or British Indian,31157,87.0,35805,86.9,0.1 -ethnicity 16 groups,Irish,6769,84.8,7987,84.7,0.1 -ethnicity 16 groups,Other Black,5845,68.8,8498,68.6,0.2 -ethnicity 16 groups,Other White,80024,69.0,115962,68.9,0.1 -ethnicity 16 groups,Other mixed,4207,73.9,5691,73.8,0.1 -ethnicity 16 groups,Pakistani or British Pakistani,19215,79.1,24283,78.9,0.2 -ethnicity 16 groups,Unknown,140336,78.6,178528,78.5,0.1 -ethnicity 16 groups,White + Asian,2506,83.6,2996,83.6,0.0 -ethnicity 16 groups,White + Black African,2436,73.1,3332,72.9,0.2 -ethnicity 16 groups,White + Black Caribbean,2499,71.8,3479,71.6,0.2 -Index of Multiple Deprivation (quintiles),1 Most deprived,219639,80.6,272580,80.5,0.1 -Index of Multiple Deprivation (quintiles),2,248843,84.9,292957,84.9,0.0 -Index of Multiple Deprivation (quintiles),3,290773,88.1,329952,88.1,0.0 -Index of Multiple Deprivation (quintiles),4,294924,90.2,327033,90.1,0.1 -Index of Multiple Deprivation (quintiles),5 Least deprived,288827,92.5,312319,92.4,0.1 -Index of Multiple Deprivation (quintiles),Unknown,29015,88.0,32963,87.9,0.1 -BMI,30+,317016,92.5,342769,92.4,0.1 -BMI,under 30,1054998,86.1,1225035,86.1,0.0 -Chronic cardiac disease,no,1327305,87.4,1518475,87.4,0.0 -Chronic cardiac disease,yes,44709,90.6,49329,90.6,0.0 -Current COPD,no,1355074,87.5,1548778,87.4,0.1 -Current COPD,yes,16940,89.0,19026,89.0,0.0 -DMARDs,no,1354199,87.4,1548736,87.4,0.0 -DMARDs,yes,17815,93.4,19075,93.4,0.0 -"Psychosis, schizophrenia, or bipolar",no,1355718,87.6,1547896,87.5,0.1 -"Psychosis, schizophrenia, or bipolar",yes,16296,81.8,19915,81.7,0.1 -SSRI (last 12 months),no,1263444,87.0,1452094,87.0,0.0 -SSRI (last 12 months),yes,108570,93.8,115717,93.8,0.0 +Category,Group,Vaccinated at 01 Sep (n),Vaccinated at 01 Sep (%),Total eligible,Previous week's vaccination coverage (%),Vaccinated over last 7d (%) +overall,overall,1373827,87.6,1568455,87.5,0.1 +Sex,F,690291,90.2,765625,90.1,0.1 +Sex,M,683529,85.1,802816,85.1,0.0 +Ethnicity (broad categories),Black,25928,68.3,37954,68.1,0.2 +Ethnicity (broad categories),Mixed,11690,75.4,15512,75.3,0.1 +Ethnicity (broad categories),Other,21322,72.8,29295,72.6,0.2 +Ethnicity (broad categories),South Asian,72387,84.0,86219,83.8,0.2 +Ethnicity (broad categories),Unknown,140343,78.7,178346,78.6,0.1 +Ethnicity (broad categories),White,1102143,90.3,1221115,90.2,0.1 +ethnicity 16 groups, African,14343,71.6,20020,71.4,0.2 +ethnicity 16 groups, Bangladeshi or British Bangladeshi,4403,88.8,4956,88.8,0.0 +ethnicity 16 groups, Caribbean,5698,60.5,9415,60.3,0.2 +ethnicity 16 groups, Chinese,5607,77.8,7203,77.6,0.2 +ethnicity 16 groups, Other,15715,71.2,22085,71.0,0.2 +ethnicity 16 groups, Other Asian,17409,82.5,21112,82.3,0.2 +ethnicity 16 groups,British or Mixed British,1015056,92.5,1096998,92.5,0.0 +ethnicity 16 groups,Indian or British Indian,31220,87.1,35833,87.1,0.0 +ethnicity 16 groups,Irish,6783,84.8,8001,84.7,0.1 +ethnicity 16 groups,Other Black,5887,69.1,8519,68.9,0.2 +ethnicity 16 groups,Other White,80290,69.2,116088,69.1,0.1 +ethnicity 16 groups,Other mixed,4221,74.1,5698,74.1,0.0 +ethnicity 16 groups,Pakistani or British Pakistani,19362,79.6,24339,79.4,0.2 +ethnicity 16 groups,Unknown,140350,78.7,178360,78.6,0.1 +ethnicity 16 groups,White + Asian,2520,83.9,3003,83.7,0.2 +ethnicity 16 groups,White + Black African,2450,73.5,3332,73.3,0.2 +ethnicity 16 groups,White + Black Caribbean,2506,71.9,3486,71.7,0.2 +Index of Multiple Deprivation (quintiles),1 Most deprived,220171,80.8,272629,80.7,0.1 +Index of Multiple Deprivation (quintiles),2,249368,85.1,293188,85.0,0.1 +Index of Multiple Deprivation (quintiles),3,291102,88.2,330155,88.1,0.1 +Index of Multiple Deprivation (quintiles),4,295211,90.2,327187,90.2,0.0 +Index of Multiple Deprivation (quintiles),5 Least deprived,288813,92.5,312193,92.5,0.0 +Index of Multiple Deprivation (quintiles),Unknown,29148,88.1,33096,88.0,0.1 +BMI,30+,317737,92.6,343273,92.5,0.1 +BMI,under 30,1056076,86.2,1225168,86.1,0.1 +Chronic cardiac disease,no,1328936,87.5,1518951,87.4,0.1 +Chronic cardiac disease,yes,44877,90.7,49490,90.6,0.1 +Current COPD,no,1356838,87.6,1549415,87.5,0.1 +Current COPD,yes,16975,89.2,19033,89.1,0.1 +DMARDs,no,1355977,87.5,1549345,87.5,0.0 +DMARDs,yes,17843,93.4,19096,93.4,0.0 +"Psychosis, schizophrenia, or bipolar",no,1357447,87.7,1548498,87.6,0.1 +"Psychosis, schizophrenia, or bipolar",yes,16366,82.1,19943,82.0,0.1 +SSRI (last 12 months),no,1265005,87.1,1452542,87.0,0.1 +SSRI (last 12 months),yes,108815,93.9,115899,93.9,0.0 diff --git a/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 55-59 population_tpp.csv b/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 55-59 population_tpp.csv index c1d2921..5afbdb9 100644 --- a/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 55-59 population_tpp.csv +++ b/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 55-59 population_tpp.csv @@ -1,45 +1,45 @@ -Category,Group,Vaccinated at 19 Aug (n),Vaccinated at 19 Aug (%),Total eligible,Previous week's vaccination coverage (%),Vaccinated over last 7d (%) -overall,overall,1361475,89.8,1515325,89.8,0.0 -Sex,F,682430,91.5,745486,91.5,0.0 -Sex,M,679042,88.2,769832,88.2,0.0 -Ethnicity (broad categories),Black,21616,69.3,31213,69.1,0.2 -Ethnicity (broad categories),Mixed,9569,77.3,12376,77.3,0.0 -Ethnicity (broad categories),Other,16905,74.7,22645,74.5,0.2 -Ethnicity (broad categories),South Asian,51982,85.8,60550,85.8,0.0 -Ethnicity (broad categories),Unknown,129815,80.6,161014,80.6,0.0 -Ethnicity (broad categories),White,1131578,92.2,1227520,92.2,0.0 -ethnicity 16 groups, African,9254,72.2,12824,72.0,0.2 -ethnicity 16 groups, Bangladeshi or British Bangladeshi,2709,89.2,3038,89.2,0.0 -ethnicity 16 groups, Caribbean,7126,64.8,10997,64.7,0.1 -ethnicity 16 groups, Chinese,4991,78.5,6356,78.4,0.1 -ethnicity 16 groups, Other,11921,73.2,16296,73.0,0.2 -ethnicity 16 groups, Other Asian,12649,84.0,15050,84.0,0.0 -ethnicity 16 groups,British or Mixed British,1058085,93.8,1127735,93.8,0.0 -ethnicity 16 groups,Indian or British Indian,25494,88.8,28707,88.7,0.1 -ethnicity 16 groups,Irish,6748,86.7,7784,86.6,0.1 -ethnicity 16 groups,Other Black,5229,70.7,7392,70.5,0.2 -ethnicity 16 groups,Other White,66773,72.6,92029,72.5,0.1 -ethnicity 16 groups,Other mixed,3388,77.1,4396,76.9,0.2 -ethnicity 16 groups,Pakistani or British Pakistani,11130,81.0,13748,80.9,0.1 -ethnicity 16 groups,Unknown,129780,80.6,160972,80.6,0.0 -ethnicity 16 groups,White + Asian,1939,85.0,2282,85.0,0.0 -ethnicity 16 groups,White + Black African,1778,75.4,2359,75.4,0.0 -ethnicity 16 groups,White + Black Caribbean,2457,73.4,3346,73.4,0.0 -Index of Multiple Deprivation (quintiles),1 Most deprived,206178,84.1,245140,84.0,0.1 -Index of Multiple Deprivation (quintiles),2,242389,87.7,276339,87.7,0.0 -Index of Multiple Deprivation (quintiles),3,294658,90.4,325962,90.4,0.0 -Index of Multiple Deprivation (quintiles),4,299411,91.8,326102,91.8,0.0 -Index of Multiple Deprivation (quintiles),5 Least deprived,290423,93.6,310233,93.6,0.0 -Index of Multiple Deprivation (quintiles),Unknown,28406,90.1,31542,90.0,0.1 -BMI,30+,329889,93.8,351806,93.7,0.1 -BMI,under 30,1031583,88.7,1163512,88.6,0.1 -Chronic cardiac disease,no,1292053,89.7,1440418,89.7,0.0 -Chronic cardiac disease,yes,69419,92.7,74893,92.7,0.0 -Current COPD,no,1335712,89.8,1487178,89.8,0.0 -Current COPD,yes,25753,91.5,28140,91.5,0.0 -DMARDs,no,1341032,89.8,1493660,89.7,0.1 -DMARDs,yes,20440,94.4,21658,94.3,0.1 -"Psychosis, schizophrenia, or bipolar",no,1345449,89.9,1496383,89.9,0.0 -"Psychosis, schizophrenia, or bipolar",yes,16016,84.6,18928,84.5,0.1 -SSRI (last 12 months),no,1260448,89.5,1408715,89.4,0.1 -SSRI (last 12 months),yes,101024,94.8,106603,94.7,0.1 +Category,Group,Vaccinated at 01 Sep (n),Vaccinated at 01 Sep (%),Total eligible,Previous week's vaccination coverage (%),Vaccinated over last 7d (%) +overall,overall,1362610,89.9,1515689,89.9,0.0 +Sex,F,682976,91.6,745654,91.6,0.0 +Sex,M,679630,88.3,770021,88.2,0.1 +Ethnicity (broad categories),Black,21721,69.5,31234,69.4,0.1 +Ethnicity (broad categories),Mixed,9604,77.6,12369,77.5,0.1 +Ethnicity (broad categories),Other,16975,74.8,22694,74.7,0.1 +Ethnicity (broad categories),South Asian,52164,86.1,60613,86.0,0.1 +Ethnicity (broad categories),Unknown,129731,80.7,160839,80.6,0.1 +Ethnicity (broad categories),White,1132404,92.2,1227933,92.2,0.0 +ethnicity 16 groups, African,9310,72.5,12838,72.4,0.1 +ethnicity 16 groups, Bangladeshi or British Bangladeshi,2716,89.4,3038,89.4,0.0 +ethnicity 16 groups, Caribbean,7161,65.2,10990,65.0,0.2 +ethnicity 16 groups, Chinese,5019,78.6,6384,78.5,0.1 +ethnicity 16 groups, Other,11963,73.3,16317,73.2,0.1 +ethnicity 16 groups, Other Asian,12691,84.2,15078,84.0,0.2 +ethnicity 16 groups,British or Mixed British,1058729,93.8,1128113,93.8,0.0 +ethnicity 16 groups,Indian or British Indian,25543,88.9,28728,88.8,0.1 +ethnicity 16 groups,Irish,6762,86.8,7791,86.8,0.0 +ethnicity 16 groups,Other Black,5257,71.0,7406,70.9,0.1 +ethnicity 16 groups,Other White,66927,72.7,92043,72.6,0.1 +ethnicity 16 groups,Other mixed,3402,77.5,4389,77.2,0.3 +ethnicity 16 groups,Pakistani or British Pakistani,11207,81.4,13762,81.3,0.1 +ethnicity 16 groups,Unknown,129717,80.7,160818,80.6,0.1 +ethnicity 16 groups,White + Asian,1946,85.5,2275,85.2,0.3 +ethnicity 16 groups,White + Black African,1792,75.7,2366,75.7,0.0 +ethnicity 16 groups,White + Black Caribbean,2464,73.9,3332,73.7,0.2 +Index of Multiple Deprivation (quintiles),1 Most deprived,206388,84.2,245070,84.2,0.0 +Index of Multiple Deprivation (quintiles),2,242767,87.8,276500,87.8,0.0 +Index of Multiple Deprivation (quintiles),3,294966,90.4,326137,90.4,0.0 +Index of Multiple Deprivation (quintiles),4,299586,91.8,326179,91.8,0.0 +Index of Multiple Deprivation (quintiles),5 Least deprived,290402,93.6,310135,93.6,0.0 +Index of Multiple Deprivation (quintiles),Unknown,28497,90.0,31661,90.0,0.0 +BMI,30+,330358,93.8,352156,93.8,0.0 +BMI,under 30,1032248,88.7,1163526,88.7,0.0 +Chronic cardiac disease,no,1292956,89.8,1440551,89.7,0.1 +Chronic cardiac disease,yes,69650,92.7,75124,92.7,0.0 +Current COPD,no,1336867,89.9,1487577,89.8,0.1 +Current COPD,yes,25732,91.6,28105,91.5,0.1 +DMARDs,no,1342145,89.8,1494010,89.8,0.0 +DMARDs,yes,20454,94.4,21672,94.4,0.0 +"Psychosis, schizophrenia, or bipolar",no,1346548,90.0,1496740,89.9,0.1 +"Psychosis, schizophrenia, or bipolar",yes,16051,84.8,18935,84.7,0.1 +SSRI (last 12 months),no,1261533,89.5,1409072,89.5,0.0 +SSRI (last 12 months),yes,101073,94.8,106610,94.8,0.0 diff --git a/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 60-64 population_tpp.csv b/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 60-64 population_tpp.csv index bdcae2a..47b0798 100644 --- a/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 60-64 population_tpp.csv +++ b/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 60-64 population_tpp.csv @@ -1,55 +1,55 @@ -Category,Group,Vaccinated at 19 Aug (n),Vaccinated at 19 Aug (%),Total eligible,Previous week's vaccination coverage (%),Vaccinated over last 7d (%) -overall,overall,1173579,91.7,1279775,91.7,0.0 -Sex,F,591759,92.8,637875,92.7,0.1 -Sex,M,581812,90.6,641886,90.6,0.0 -Ethnicity (broad categories),Black,13958,70.9,19677,70.8,0.1 -Ethnicity (broad categories),Mixed,6391,79.5,8036,79.4,0.1 -Ethnicity (broad categories),Other,12705,76.4,16632,76.3,0.1 -Ethnicity (broad categories),South Asian,46123,87.2,52920,87.1,0.1 -Ethnicity (broad categories),Unknown,109228,83.1,131446,83.1,0.0 -Ethnicity (broad categories),White,985173,93.7,1051050,93.7,0.0 -ethnicity 16 groups, African,5621,72.5,7756,72.3,0.2 -ethnicity 16 groups, Bangladeshi or British Bangladeshi,2065,89.4,2310,89.1,0.3 -ethnicity 16 groups, Caribbean,5334,68.3,7812,68.2,0.1 -ethnicity 16 groups, Chinese,3892,79.4,4900,79.3,0.1 -ethnicity 16 groups, Other,8813,75.2,11725,75.0,0.2 -ethnicity 16 groups, Other Asian,9562,85.1,11235,85.0,0.1 -ethnicity 16 groups,British or Mixed British,926086,95.1,973763,95.1,0.0 -ethnicity 16 groups,Indian or British Indian,23814,89.6,26572,89.6,0.0 -ethnicity 16 groups,Irish,5887,88.8,6629,88.8,0.0 -ethnicity 16 groups,Other Black,2996,73.0,4102,73.0,0.0 -ethnicity 16 groups,Other White,53221,75.3,70686,75.2,0.1 -ethnicity 16 groups,Other mixed,2415,78.4,3080,78.4,0.0 -ethnicity 16 groups,Pakistani or British Pakistani,10675,83.4,12803,83.2,0.2 -ethnicity 16 groups,Unknown,109207,83.1,131425,83.1,0.0 +Category,Group,Vaccinated at 01 Sep (n),Vaccinated at 01 Sep (%),Total eligible,Previous week's vaccination coverage (%),Vaccinated over last 7d (%) +overall,overall,1174027,91.7,1279649,91.7,0.0 +Sex,F,592004,92.8,637945,92.8,0.0 +Sex,M,582015,90.7,641690,90.7,0.0 +Ethnicity (broad categories),Black,14021,71.3,19677,71.1,0.2 +Ethnicity (broad categories),Mixed,6419,79.7,8050,79.7,0.0 +Ethnicity (broad categories),Other,12726,76.6,16618,76.5,0.1 +Ethnicity (broad categories),South Asian,46263,87.3,52976,87.2,0.1 +Ethnicity (broad categories),Unknown,109109,83.2,131173,83.2,0.0 +Ethnicity (broad categories),White,985481,93.8,1051127,93.7,0.1 +ethnicity 16 groups, African,5649,72.9,7749,72.7,0.2 +ethnicity 16 groups, Bangladeshi or British Bangladeshi,2072,89.7,2310,89.7,0.0 +ethnicity 16 groups, Caribbean,5355,68.5,7812,68.4,0.1 +ethnicity 16 groups, Chinese,3906,79.5,4914,79.3,0.2 +ethnicity 16 groups, Other,8827,75.4,11711,75.3,0.1 +ethnicity 16 groups, Other Asian,9583,85.3,11235,85.2,0.1 +ethnicity 16 groups,British or Mixed British,926254,95.1,973826,95.1,0.0 +ethnicity 16 groups,Indian or British Indian,23863,89.7,26593,89.6,0.1 +ethnicity 16 groups,Irish,5894,89.0,6622,89.0,0.0 +ethnicity 16 groups,Other Black,3024,73.5,4116,73.3,0.2 +ethnicity 16 groups,Other White,53333,75.5,70679,75.4,0.1 +ethnicity 16 groups,Other mixed,2422,78.6,3080,78.6,0.0 +ethnicity 16 groups,Pakistani or British Pakistani,10738,83.6,12838,83.5,0.1 +ethnicity 16 groups,Unknown,109116,83.2,131180,83.2,0.0 ethnicity 16 groups,White + Asian,1288,86.8,1484,86.8,0.0 ethnicity 16 groups,White + Black African,1183,78.6,1505,78.6,0.0 -ethnicity 16 groups,White + Black Caribbean,1505,76.0,1981,75.6,0.4 -Index of Multiple Deprivation (quintiles),1 Most deprived,171213,86.8,197302,86.7,0.1 -Index of Multiple Deprivation (quintiles),2,207739,89.9,231070,89.9,0.0 -Index of Multiple Deprivation (quintiles),3,257110,92.2,279006,92.1,0.1 -Index of Multiple Deprivation (quintiles),4,261282,93.3,279909,93.3,0.0 -Index of Multiple Deprivation (quintiles),5 Least deprived,251349,94.8,265167,94.8,0.0 -Index of Multiple Deprivation (quintiles),Unknown,24878,91.1,27307,91.0,0.1 -BMI,30+,295981,94.9,311864,94.9,0.0 -BMI,under 30,877590,90.7,967897,90.6,0.1 -Chronic cardiac disease,no,1082907,91.5,1183420,91.5,0.0 -Chronic cardiac disease,yes,90664,94.1,96341,94.1,0.0 -Current COPD,no,1141007,91.7,1244929,91.6,0.1 -Current COPD,yes,32564,93.5,34832,93.5,0.0 -DMARDs,no,1153341,91.6,1258614,91.6,0.0 -DMARDs,yes,20230,95.7,21147,95.6,0.1 -Dementia,no,1169945,91.7,1275890,91.7,0.0 -Dementia,yes,3626,93.7,3871,93.7,0.0 -"Psychosis, schizophrenia, or bipolar",no,1160740,91.8,1264928,91.7,0.1 -"Psychosis, schizophrenia, or bipolar",yes,12831,86.5,14833,86.5,0.0 -SSRI (last 12 months),no,1093701,91.4,1196244,91.4,0.0 -SSRI (last 12 months),yes,79870,95.6,83517,95.6,0.0 -Chemo or radiotherapy,no,1156078,91.6,1261505,91.6,0.0 -Chemo or radiotherapy,yes,17493,95.8,18256,95.8,0.0 -Cancer (lung),no,1172423,91.7,1278529,91.7,0.0 -Cancer (lung),yes,1148,93.2,1232,93.2,0.0 -Cancer (excluding lung/haem),no,1102892,91.5,1205617,91.5,0.0 -Cancer (excluding lung/haem),yes,70679,95.3,74144,95.3,0.0 -Cancer (haematological),no,1170449,91.7,1276457,91.7,0.0 +ethnicity 16 groups,White + Black Caribbean,1512,76.3,1981,76.3,0.0 +Index of Multiple Deprivation (quintiles),1 Most deprived,171290,86.9,197162,86.8,0.1 +Index of Multiple Deprivation (quintiles),2,207949,90.0,231133,89.9,0.1 +Index of Multiple Deprivation (quintiles),3,257264,92.2,279055,92.2,0.0 +Index of Multiple Deprivation (quintiles),4,261359,93.4,279888,93.4,0.0 +Index of Multiple Deprivation (quintiles),5 Least deprived,251237,94.8,265020,94.8,0.0 +Index of Multiple Deprivation (quintiles),Unknown,24927,91.1,27370,91.0,0.1 +BMI,30+,296177,94.9,311997,94.9,0.0 +BMI,under 30,877842,90.7,967638,90.7,0.0 +Chronic cardiac disease,no,1083117,91.6,1183070,91.5,0.1 +Chronic cardiac disease,yes,90902,94.1,96565,94.1,0.0 +Current COPD,no,1141497,91.7,1244859,91.7,0.0 +Current COPD,yes,32522,93.5,34776,93.5,0.0 +DMARDs,no,1153768,91.7,1258467,91.7,0.0 +DMARDs,yes,20251,95.7,21168,95.7,0.0 +Dementia,no,1170386,91.7,1275757,91.7,0.0 +Dementia,yes,3633,93.7,3878,93.7,0.0 +"Psychosis, schizophrenia, or bipolar",no,1161153,91.8,1264795,91.8,0.0 +"Psychosis, schizophrenia, or bipolar",yes,12866,86.7,14847,86.6,0.1 +SSRI (last 12 months),no,1094121,91.5,1196118,91.4,0.1 +SSRI (last 12 months),yes,79898,95.7,83524,95.6,0.1 +Chemo or radiotherapy,no,1156484,91.7,1261344,91.7,0.0 +Chemo or radiotherapy,yes,17535,95.8,18298,95.8,0.0 +Cancer (lung),no,1172857,91.7,1278389,91.7,0.0 +Cancer (lung),yes,1162,93.3,1246,93.3,0.0 +Cancer (excluding lung/haem),no,1103109,91.5,1205260,91.5,0.0 +Cancer (excluding lung/haem),yes,70910,95.3,74375,95.3,0.0 +Cancer (haematological),no,1170897,91.7,1276331,91.7,0.0 Cancer (haematological),yes,3122,94.5,3304,94.5,0.0 diff --git a/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 65-69 population_tpp.csv b/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 65-69 population_tpp.csv index 6171df3..434eb23 100644 --- a/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 65-69 population_tpp.csv +++ b/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 65-69 population_tpp.csv @@ -1,57 +1,57 @@ -Category,Group,Vaccinated at 19 Aug (n),Vaccinated at 19 Aug (%),Total eligible,Previous week's vaccination coverage (%),Vaccinated over last 7d (%) -overall,overall,1002967,93.5,1073037,93.5,0.0 -Sex,F,516166,94.0,549318,93.9,0.1 -Sex,M,486794,93.0,523705,92.9,0.1 -Ethnicity (broad categories),Black,7980,73.2,10899,73.1,0.1 -Ethnicity (broad categories),Mixed,4039,81.0,4984,80.9,0.1 -Ethnicity (broad categories),Other,9443,78.3,12061,78.2,0.1 -Ethnicity (broad categories),South Asian,38486,88.0,43750,87.9,0.1 -Ethnicity (broad categories),Unknown,79863,85.2,93709,85.2,0.0 -Ethnicity (broad categories),White,863156,95.1,907627,95.1,0.0 -ethnicity 16 groups, African,3094,71.8,4312,71.6,0.2 -ethnicity 16 groups, Bangladeshi or British Bangladeshi,1589,90.1,1764,89.7,0.4 -ethnicity 16 groups, Caribbean,3276,72.7,4508,72.5,0.2 -ethnicity 16 groups, Chinese,2989,77.9,3836,77.9,0.0 -ethnicity 16 groups, Other,6454,78.5,8225,78.3,0.2 -ethnicity 16 groups, Other Asian,7042,86.2,8169,86.1,0.1 -ethnicity 16 groups,British or Mixed British,816529,96.1,850010,96.0,0.1 -ethnicity 16 groups,Indian or British Indian,20860,90.7,23009,90.6,0.1 -ethnicity 16 groups,Irish,6062,91.6,6615,91.6,0.0 -ethnicity 16 groups,Other Black,1610,77.4,2079,77.1,0.3 -ethnicity 16 groups,Other White,40551,79.5,50988,79.5,0.0 -ethnicity 16 groups,Other mixed,1568,81.2,1932,80.8,0.4 -ethnicity 16 groups,Pakistani or British Pakistani,8995,83.3,10801,83.1,0.2 -ethnicity 16 groups,Unknown,79884,85.2,93730,85.2,0.0 -ethnicity 16 groups,White + Asian,910,88.4,1029,87.8,0.6 -ethnicity 16 groups,White + Black African,686,76.0,903,75.2,0.8 -ethnicity 16 groups,White + Black Caribbean,875,78.6,1113,78.6,0.0 -Index of Multiple Deprivation (quintiles),1 Most deprived,136108,89.6,151935,89.5,0.1 -Index of Multiple Deprivation (quintiles),2,172753,92.0,187859,91.9,0.1 -Index of Multiple Deprivation (quintiles),3,223125,93.8,237923,93.8,0.0 -Index of Multiple Deprivation (quintiles),4,227668,94.7,240422,94.7,0.0 -Index of Multiple Deprivation (quintiles),5 Least deprived,222327,95.8,232190,95.7,0.1 -Index of Multiple Deprivation (quintiles),Unknown,20979,92.4,22694,92.4,0.0 -BMI,30+,257271,95.9,268394,95.8,0.1 -BMI,under 30,745696,92.7,804629,92.7,0.0 -Chronic cardiac disease,no,894376,93.3,959091,93.2,0.1 -Chronic cardiac disease,yes,108584,95.3,113932,95.3,0.0 -Current COPD,no,964320,93.4,1032353,93.4,0.0 -Current COPD,yes,38640,95.0,40677,95.0,0.0 -DMARDs,no,983479,93.4,1052849,93.4,0.0 -DMARDs,yes,19488,96.6,20174,96.6,0.0 -Dementia,no,997311,93.5,1067045,93.4,0.1 -Dementia,yes,5656,94.5,5985,94.4,0.1 -"Psychosis, schizophrenia, or bipolar",no,992530,93.5,1061333,93.5,0.0 +Category,Group,Vaccinated at 01 Sep (n),Vaccinated at 01 Sep (%),Total eligible,Previous week's vaccination coverage (%),Vaccinated over last 7d (%) +overall,overall,1002934,93.5,1072771,93.5,0.0 +Sex,F,516173,94.0,549255,94.0,0.0 +Sex,M,486759,93.0,523509,93.0,0.0 +Ethnicity (broad categories),Black,8001,73.4,10899,73.3,0.1 +Ethnicity (broad categories),Mixed,4032,81.0,4977,81.0,0.0 +Ethnicity (broad categories),Other,9478,78.4,12082,78.3,0.1 +Ethnicity (broad categories),South Asian,38591,88.1,43806,88.0,0.1 +Ethnicity (broad categories),Unknown,79772,85.3,93541,85.3,0.0 +Ethnicity (broad categories),White,863051,95.1,907459,95.1,0.0 +ethnicity 16 groups, African,3108,72.2,4305,72.0,0.2 +ethnicity 16 groups, Bangladeshi or British Bangladeshi,1589,90.1,1764,90.1,0.0 +ethnicity 16 groups, Caribbean,3283,72.9,4501,72.8,0.1 +ethnicity 16 groups, Chinese,3003,78.0,3850,77.8,0.2 +ethnicity 16 groups, Other,6482,78.7,8239,78.5,0.2 +ethnicity 16 groups, Other Asian,7049,86.1,8183,86.1,0.0 +ethnicity 16 groups,British or Mixed British,816382,96.1,849863,96.1,0.0 +ethnicity 16 groups,Indian or British Indian,20888,90.7,23030,90.6,0.1 +ethnicity 16 groups,Irish,6048,91.6,6601,91.6,0.0 +ethnicity 16 groups,Other Black,1617,77.5,2086,77.5,0.0 +ethnicity 16 groups,Other White,40621,79.7,50995,79.6,0.1 +ethnicity 16 groups,Other mixed,1561,80.8,1932,80.8,0.0 +ethnicity 16 groups,Pakistani or British Pakistani,9058,83.7,10822,83.5,0.2 +ethnicity 16 groups,Unknown,79765,85.3,93541,85.2,0.1 +ethnicity 16 groups,White + Asian,910,89.0,1022,89.0,0.0 +ethnicity 16 groups,White + Black African,686,75.4,910,75.4,0.0 +ethnicity 16 groups,White + Black Caribbean,882,78.8,1120,78.8,0.0 +Index of Multiple Deprivation (quintiles),1 Most deprived,136080,89.6,151802,89.6,0.0 +Index of Multiple Deprivation (quintiles),2,172781,92.0,187810,92.0,0.0 +Index of Multiple Deprivation (quintiles),3,223153,93.8,237895,93.8,0.0 +Index of Multiple Deprivation (quintiles),4,227668,94.7,240429,94.7,0.0 +Index of Multiple Deprivation (quintiles),5 Least deprived,222236,95.8,232085,95.7,0.1 +Index of Multiple Deprivation (quintiles),Unknown,21014,92.4,22743,92.4,0.0 +BMI,30+,257334,95.9,268422,95.9,0.0 +BMI,under 30,745591,92.7,804342,92.7,0.0 +Chronic cardiac disease,no,894124,93.3,958643,93.3,0.0 +Chronic cardiac disease,yes,108801,95.3,114121,95.3,0.0 +Current COPD,no,964376,93.4,1032185,93.4,0.0 +Current COPD,yes,38556,95.0,40579,95.0,0.0 +DMARDs,no,983437,93.4,1052583,93.4,0.0 +DMARDs,yes,19495,96.6,20181,96.6,0.0 +Dementia,no,997248,93.5,1066758,93.5,0.0 +Dementia,yes,5677,94.5,6006,94.5,0.0 +"Psychosis, schizophrenia, or bipolar",no,992488,93.5,1061074,93.5,0.0 "Psychosis, schizophrenia, or bipolar",yes,10437,89.3,11690,89.2,0.1 -Learning disability,no,1000636,93.5,1070517,93.5,0.0 -Learning disability,yes,2324,92.7,2506,92.7,0.0 -SSRI (last 12 months),no,944118,93.3,1012172,93.3,0.0 -SSRI (last 12 months),yes,58842,96.7,60851,96.7,0.0 -Chemo or radiotherapy,no,983752,93.4,1053115,93.4,0.0 -Chemo or radiotherapy,yes,19208,96.4,19915,96.4,0.0 -Cancer (lung),no,1001196,93.5,1071175,93.4,0.1 -Cancer (lung),yes,1771,95.5,1855,95.5,0.0 -Cancer (excluding lung/haem),no,916412,93.2,983094,93.2,0.0 -Cancer (excluding lung/haem),yes,86548,96.2,89929,96.2,0.0 -Cancer (haematological),no,999523,93.5,1069418,93.4,0.1 -Cancer (haematological),yes,3444,95.5,3605,95.5,0.0 +Learning disability,no,1000608,93.5,1070265,93.5,0.0 +Learning disability,yes,2324,93.0,2499,92.7,0.3 +SSRI (last 12 months),no,944153,93.3,1011997,93.3,0.0 +SSRI (last 12 months),yes,58779,96.7,60767,96.7,0.0 +Chemo or radiotherapy,no,983703,93.4,1052842,93.4,0.0 +Chemo or radiotherapy,yes,19229,96.5,19922,96.5,0.0 +Cancer (lung),no,1001147,93.5,1070895,93.5,0.0 +Cancer (lung),yes,1785,95.5,1869,95.5,0.0 +Cancer (excluding lung/haem),no,916251,93.2,982723,93.2,0.0 +Cancer (excluding lung/haem),yes,86681,96.3,90041,96.3,0.0 +Cancer (haematological),no,999502,93.5,1069173,93.5,0.0 +Cancer (haematological),yes,3430,95.5,3591,95.5,0.0 diff --git a/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 70-79 population_tpp.csv b/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 70-79 population_tpp.csv index f064472..fbca99d 100644 --- a/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 70-79 population_tpp.csv +++ b/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 70-79 population_tpp.csv @@ -1,61 +1,61 @@ -Category,Group,Vaccinated at 19 Aug (n),Vaccinated at 19 Aug (%),Total eligible,Previous week's vaccination coverage (%),Vaccinated over last 7d (%) -overall,overall,1978940,95.9,2062690,95.9,0.0 -Sex,F,1040396,96.0,1083243,96.0,0.0 -Sex,M,938539,95.8,979433,95.8,0.0 -Age band,70-74,1146957,95.6,1200073,95.6,0.0 -Age band,75-79,831978,96.4,862610,96.4,0.0 -Ethnicity (broad categories),Black,11109,75.5,14707,75.5,0.0 -Ethnicity (broad categories),Mixed,5453,84.1,6482,84.1,0.0 -Ethnicity (broad categories),Other,12684,82.2,15428,82.1,0.1 -Ethnicity (broad categories),South Asian,48867,89.1,54838,89.1,0.0 -Ethnicity (broad categories),Unknown,118307,88.9,133021,88.9,0.0 -Ethnicity (broad categories),White,1782508,97.0,1838200,97.0,0.0 -ethnicity 16 groups, African,3724,70.9,5250,70.8,0.1 +Category,Group,Vaccinated at 01 Sep (n),Vaccinated at 01 Sep (%),Total eligible,Previous week's vaccination coverage (%),Vaccinated over last 7d (%) +overall,overall,1978305,95.9,2061885,95.9,0.0 +Sex,F,1040207,96.1,1082977,96.0,0.1 +Sex,M,938091,95.8,978901,95.8,0.0 +Age band,70-74,1146803,95.6,1199828,95.6,0.0 +Age band,75-79,831495,96.5,862050,96.4,0.1 +Ethnicity (broad categories),Black,11130,75.7,14700,75.6,0.1 +Ethnicity (broad categories),Mixed,5460,84.3,6475,84.2,0.1 +Ethnicity (broad categories),Other,12712,82.3,15449,82.2,0.1 +Ethnicity (broad categories),South Asian,48930,89.2,54852,89.1,0.1 +Ethnicity (broad categories),Unknown,118139,88.9,132839,88.9,0.0 +Ethnicity (broad categories),White,1781927,97.0,1837556,97.0,0.0 +ethnicity 16 groups, African,3738,71.2,5250,71.1,0.1 ethnicity 16 groups, Bangladeshi or British Bangladeshi,1617,87.8,1841,87.5,0.3 -ethnicity 16 groups, Caribbean,5425,78.4,6923,78.3,0.1 -ethnicity 16 groups, Chinese,3304,80.7,4095,80.5,0.2 -ethnicity 16 groups, Other,9380,82.8,11326,82.8,0.0 -ethnicity 16 groups, Other Asian,9646,86.3,11179,86.2,0.1 -ethnicity 16 groups,British or Mixed British,1694441,97.4,1740025,97.4,0.0 -ethnicity 16 groups,Indian or British Indian,27839,92.1,30233,92.1,0.0 -ethnicity 16 groups,Irish,14378,94.2,15267,94.1,0.1 -ethnicity 16 groups,Other Black,1974,77.7,2541,77.7,0.0 -ethnicity 16 groups,Other White,73703,88.9,82929,88.9,0.0 -ethnicity 16 groups,Other mixed,2184,86.2,2534,86.2,0.0 -ethnicity 16 groups,Pakistani or British Pakistani,9765,84.3,11585,84.2,0.1 -ethnicity 16 groups,Unknown,118279,88.9,132993,88.9,0.0 -ethnicity 16 groups,White + Asian,1232,89.3,1379,88.8,0.5 +ethnicity 16 groups, Caribbean,5418,78.4,6909,78.3,0.1 +ethnicity 16 groups, Chinese,3304,80.5,4102,80.5,0.0 +ethnicity 16 groups, Other,9408,82.9,11354,82.8,0.1 +ethnicity 16 groups, Other Asian,9674,86.5,11179,86.5,0.0 +ethnicity 16 groups,British or Mixed British,1693797,97.4,1739353,97.4,0.0 +ethnicity 16 groups,Indian or British Indian,27839,92.1,30226,92.1,0.0 +ethnicity 16 groups,Irish,14378,94.2,15267,94.2,0.0 +ethnicity 16 groups,Other Black,1981,78.0,2541,78.0,0.0 +ethnicity 16 groups,Other White,73752,88.9,82936,88.9,0.0 +ethnicity 16 groups,Other mixed,2177,86.1,2527,86.1,0.0 +ethnicity 16 groups,Pakistani or British Pakistani,9800,84.5,11599,84.4,0.1 +ethnicity 16 groups,Unknown,118132,88.9,132832,88.9,0.0 +ethnicity 16 groups,White + Asian,1232,89.3,1379,89.3,0.0 ethnicity 16 groups,White + Black African,847,79.1,1071,79.1,0.0 ethnicity 16 groups,White + Black Caribbean,1204,80.4,1498,80.4,0.0 -Index of Multiple Deprivation (quintiles),1 Most deprived,252329,93.5,269780,93.5,0.0 -Index of Multiple Deprivation (quintiles),2,330764,95.0,348292,95.0,0.0 -Index of Multiple Deprivation (quintiles),3,442771,96.1,460544,96.1,0.0 -Index of Multiple Deprivation (quintiles),4,460089,96.6,476287,96.6,0.0 -Index of Multiple Deprivation (quintiles),5 Least deprived,455525,97.3,468230,97.3,0.0 -Index of Multiple Deprivation (quintiles),Unknown,37457,94.7,39550,94.7,0.0 -BMI,30+,496090,97.3,509740,97.3,0.0 -BMI,under 30,1482838,95.5,1552936,95.5,0.0 -Chronic cardiac disease,no,1613437,95.7,1686433,95.7,0.0 -Chronic cardiac disease,yes,365498,97.1,376250,97.1,0.0 -Current COPD,no,1787751,95.8,1866018,95.8,0.0 -Current COPD,yes,191184,97.2,196658,97.2,0.0 -Dialysis,no,1974917,95.9,2058539,95.9,0.0 -Dialysis,yes,4018,97.1,4137,97.1,0.0 -DMARDs,no,1907717,95.9,1990002,95.9,0.0 +Index of Multiple Deprivation (quintiles),1 Most deprived,252035,93.6,269402,93.5,0.1 +Index of Multiple Deprivation (quintiles),2,330806,95.0,348292,95.0,0.0 +Index of Multiple Deprivation (quintiles),3,442701,96.2,460418,96.1,0.1 +Index of Multiple Deprivation (quintiles),4,459977,96.6,476182,96.6,0.0 +Index of Multiple Deprivation (quintiles),5 Least deprived,455287,97.3,467985,97.3,0.0 +Index of Multiple Deprivation (quintiles),Unknown,37492,94.7,39606,94.6,0.1 +BMI,30+,495565,97.3,509166,97.3,0.0 +BMI,under 30,1482733,95.5,1552712,95.5,0.0 +Chronic cardiac disease,no,1612394,95.7,1685250,95.7,0.0 +Chronic cardiac disease,yes,365904,97.2,376628,97.1,0.1 +Current COPD,no,1787184,95.8,1865304,95.8,0.0 +Current COPD,yes,191114,97.2,196574,97.2,0.0 +Dialysis,no,1974287,95.9,2057748,95.9,0.0 +Dialysis,yes,4011,97.1,4130,97.1,0.0 +DMARDs,no,1907080,95.9,1989204,95.9,0.0 DMARDs,yes,71218,98.0,72674,98.0,0.0 -Dementia,no,1934933,95.9,2017092,95.9,0.0 -Dementia,yes,44002,96.5,45584,96.5,0.0 -"Psychosis, schizophrenia, or bipolar",no,1960049,96.0,2042264,96.0,0.0 -"Psychosis, schizophrenia, or bipolar",yes,18886,92.5,20419,92.5,0.0 -Learning disability,no,1976086,95.9,2059694,95.9,0.0 -Learning disability,yes,2849,95.3,2989,95.3,0.0 -SSRI (last 12 months),no,1877582,95.8,1959265,95.8,0.0 -SSRI (last 12 months),yes,101353,98.0,103411,98.0,0.0 -Chemo or radiotherapy,no,1909866,95.9,1992095,95.9,0.0 -Chemo or radiotherapy,yes,69062,97.8,70588,97.8,0.0 -Cancer (lung),no,1966097,95.9,2049530,95.9,0.0 -Cancer (lung),yes,12838,97.7,13146,97.7,0.0 -Cancer (excluding lung/haem),no,1693930,95.7,1770853,95.6,0.1 -Cancer (excluding lung/haem),yes,285005,97.7,291823,97.7,0.0 -Cancer (haematological),no,1948632,95.9,2031638,95.9,0.0 -Cancer (haematological),yes,30303,97.6,31045,97.6,0.0 +Dementia,no,1934163,95.9,2016161,95.9,0.0 +Dementia,yes,44135,96.5,45717,96.5,0.0 +"Psychosis, schizophrenia, or bipolar",no,1959398,96.0,2041459,96.0,0.0 +"Psychosis, schizophrenia, or bipolar",yes,18900,92.6,20419,92.6,0.0 +Learning disability,no,1975456,95.9,2058903,95.9,0.0 +Learning disability,yes,2842,95.5,2975,95.5,0.0 +SSRI (last 12 months),no,1876959,95.8,1958495,95.8,0.0 +SSRI (last 12 months),yes,101339,98.0,103383,98.0,0.0 +Chemo or radiotherapy,no,1909117,95.9,1991185,95.9,0.0 +Chemo or radiotherapy,yes,69181,97.9,70693,97.9,0.0 +Cancer (lung),no,1965432,95.9,2048704,95.9,0.0 +Cancer (lung),yes,12866,97.7,13174,97.7,0.0 +Cancer (excluding lung/haem),no,1692859,95.7,1769628,95.7,0.0 +Cancer (excluding lung/haem),yes,285439,97.7,292250,97.7,0.0 +Cancer (haematological),no,1947939,95.9,2030777,95.9,0.0 +Cancer (haematological),yes,30359,97.6,31101,97.6,0.0 diff --git a/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 80+ population_tpp.csv b/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 80+ population_tpp.csv index 49661f7..a4e3cc4 100644 --- a/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 80+ population_tpp.csv +++ b/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among 80+ population_tpp.csv @@ -1,62 +1,62 @@ -Category,Group,Vaccinated at 19 Aug (n),Vaccinated at 19 Aug (%),Total eligible,Previous week's vaccination coverage (%),Vaccinated over last 7d (%) -overall,overall,1050982,96.4,1090712,96.4,0.0 -Sex,F,609546,96.3,633052,96.3,0.0 -Sex,M,441434,96.5,457660,96.4,0.1 -Age band,80-84,560987,96.6,580636,96.6,0.0 -Age band,85-89,327621,96.5,339675,96.4,0.1 -Age band,90+,162372,95.3,170401,95.3,0.0 -Ethnicity (broad categories),Black,8414,77.4,10864,77.4,0.0 -Ethnicity (broad categories),Mixed,2730,84.4,3234,84.4,0.0 -Ethnicity (broad categories),Other,5600,84.5,6629,84.5,0.0 -Ethnicity (broad categories),South Asian,24612,88.7,27734,88.7,0.0 -Ethnicity (broad categories),Unknown,48167,86.4,55741,86.4,0.0 -Ethnicity (broad categories),White,961464,97.5,986524,97.5,0.0 -ethnicity 16 groups, African,1449,69.9,2072,69.9,0.0 -ethnicity 16 groups, Bangladeshi or British Bangladeshi,1085,85.2,1274,85.2,0.0 -ethnicity 16 groups, Caribbean,5964,79.9,7462,79.8,0.1 +Category,Group,Vaccinated at 01 Sep (n),Vaccinated at 01 Sep (%),Total eligible,Previous week's vaccination coverage (%),Vaccinated over last 7d (%) +overall,overall,1047768,96.4,1087436,96.3,0.1 +Sex,F,607747,96.3,631225,96.3,0.0 +Sex,M,440020,96.5,456211,96.4,0.1 +Age band,80-84,560105,96.6,579726,96.6,0.0 +Age band,85-89,326494,96.4,338541,96.4,0.0 +Age band,90+,161168,95.3,169169,95.3,0.0 +Ethnicity (broad categories),Black,8393,77.5,10829,77.5,0.0 +Ethnicity (broad categories),Mixed,2716,84.3,3220,84.3,0.0 +Ethnicity (broad categories),Other,5586,84.5,6608,84.5,0.0 +Ethnicity (broad categories),South Asian,24577,88.8,27685,88.7,0.1 +Ethnicity (broad categories),Unknown,48097,86.4,55685,86.4,0.0 +Ethnicity (broad categories),White,958391,97.5,983409,97.5,0.0 +ethnicity 16 groups, African,1449,70.2,2065,70.2,0.0 +ethnicity 16 groups, Bangladeshi or British Bangladeshi,1085,85.6,1267,85.6,0.0 +ethnicity 16 groups, Caribbean,5943,79.9,7434,79.9,0.0 ethnicity 16 groups, Chinese,1351,81.4,1659,81.4,0.0 -ethnicity 16 groups, Other,4256,85.5,4977,85.4,0.1 -ethnicity 16 groups, Other Asian,3682,85.7,4298,85.5,0.2 -ethnicity 16 groups,British or Mixed British,913346,97.7,934836,97.7,0.0 -ethnicity 16 groups,Indian or British Indian,13489,92.2,14637,92.2,0.0 -ethnicity 16 groups,Irish,8981,95.5,9401,95.5,0.0 -ethnicity 16 groups,Other Black,1001,75.3,1330,75.3,0.0 -ethnicity 16 groups,Other White,39137,92.6,42280,92.6,0.0 -ethnicity 16 groups,Other mixed,1015,88.4,1148,88.4,0.0 -ethnicity 16 groups,Pakistani or British Pakistani,6349,84.5,7518,84.4,0.1 -ethnicity 16 groups,Unknown,48160,86.4,55734,86.4,0.0 -ethnicity 16 groups,White + Asian,476,89.5,532,89.5,0.0 +ethnicity 16 groups, Other,4242,85.5,4963,85.5,0.0 +ethnicity 16 groups, Other Asian,3675,85.6,4291,85.6,0.0 +ethnicity 16 groups,British or Mixed British,910329,97.7,931798,97.7,0.0 +ethnicity 16 groups,Indian or British Indian,13468,92.1,14623,92.1,0.0 +ethnicity 16 groups,Irish,8946,95.5,9366,95.5,0.0 +ethnicity 16 groups,Other Black,1001,75.7,1323,75.7,0.0 +ethnicity 16 groups,Other White,39116,92.6,42245,92.6,0.0 +ethnicity 16 groups,Other mixed,1001,88.3,1134,88.3,0.0 +ethnicity 16 groups,Pakistani or British Pakistani,6349,84.6,7504,84.6,0.0 +ethnicity 16 groups,Unknown,48090,86.4,55685,86.3,0.1 +ethnicity 16 groups,White + Asian,469,88.2,532,88.2,0.0 ethnicity 16 groups,White + Black African,273,75.0,364,75.0,0.0 -ethnicity 16 groups,White + Black Caribbean,973,81.3,1197,81.3,0.0 -Index of Multiple Deprivation (quintiles),1 Most deprived,131299,93.8,140000,93.8,0.0 -Index of Multiple Deprivation (quintiles),2,173355,95.5,181601,95.5,0.0 -Index of Multiple Deprivation (quintiles),3,235858,96.6,244195,96.6,0.0 -Index of Multiple Deprivation (quintiles),4,244965,97.1,252385,97.1,0.0 -Index of Multiple Deprivation (quintiles),5 Least deprived,246477,97.6,252574,97.6,0.0 -Index of Multiple Deprivation (quintiles),Unknown,19026,95.3,19957,95.3,0.0 -BMI,30+,184464,97.6,188993,97.6,0.0 -BMI,under 30,866516,96.1,901719,96.1,0.0 -Chronic cardiac disease,no,729491,95.9,760907,95.9,0.0 -Chronic cardiac disease,yes,321489,97.5,329805,97.5,0.0 -Current COPD,no,939995,96.2,976976,96.2,0.0 -Current COPD,yes,110985,97.6,113736,97.6,0.0 -Dialysis,no,1049006,96.4,1088689,96.3,0.1 -Dialysis,yes,1974,97.6,2023,97.6,0.0 -DMARDs,no,1017842,96.3,1056965,96.3,0.0 -DMARDs,yes,33138,98.2,33747,98.2,0.0 -Dementia,no,960960,96.4,997360,96.3,0.1 -Dementia,yes,90020,96.4,93352,96.4,0.0 -"Psychosis, schizophrenia, or bipolar",no,1043091,96.4,1082270,96.4,0.0 -"Psychosis, schizophrenia, or bipolar",yes,7889,93.4,8442,93.4,0.0 -Learning disability,no,1050490,96.4,1090194,96.4,0.0 +ethnicity 16 groups,White + Black Caribbean,973,81.8,1190,81.8,0.0 +Index of Multiple Deprivation (quintiles),1 Most deprived,130746,93.8,139412,93.8,0.0 +Index of Multiple Deprivation (quintiles),2,172781,95.5,181006,95.5,0.0 +Index of Multiple Deprivation (quintiles),3,235277,96.6,243621,96.6,0.0 +Index of Multiple Deprivation (quintiles),4,244272,97.1,251671,97.1,0.0 +Index of Multiple Deprivation (quintiles),5 Least deprived,245672,97.6,251762,97.6,0.0 +Index of Multiple Deprivation (quintiles),Unknown,19012,95.3,19957,95.3,0.0 +BMI,30+,183785,97.6,188293,97.6,0.0 +BMI,under 30,863982,96.1,899136,96.1,0.0 +Chronic cardiac disease,no,726978,95.9,758366,95.9,0.0 +Chronic cardiac disease,yes,320789,97.5,329063,97.5,0.0 +Current COPD,no,937139,96.2,974078,96.2,0.0 +Current COPD,yes,110628,97.6,113358,97.6,0.0 +Dialysis,no,1045786,96.3,1085406,96.3,0.0 +Dialysis,yes,1974,97.2,2030,97.2,0.0 +DMARDs,no,1014727,96.3,1053787,96.3,0.0 +DMARDs,yes,33040,98.2,33649,98.2,0.0 +Dementia,no,957943,96.3,994259,96.3,0.0 +Dementia,yes,89817,96.4,93177,96.4,0.0 +"Psychosis, schizophrenia, or bipolar",no,1039920,96.4,1079043,96.4,0.0 +"Psychosis, schizophrenia, or bipolar",yes,7847,93.5,8393,93.5,0.0 +Learning disability,no,1047270,96.4,1086918,96.3,0.1 Learning disability,yes,490,94.6,518,94.6,0.0 -SSRI (last 12 months),no,1008938,96.3,1047844,96.3,0.0 -SSRI (last 12 months),yes,42042,98.1,42868,98.1,0.0 -Chemo or radiotherapy,no,1014713,96.3,1053696,96.3,0.0 -Chemo or radiotherapy,yes,36267,98.0,37016,98.0,0.0 -Cancer (lung),no,1043735,96.3,1083299,96.3,0.0 -Cancer (lung),yes,7245,97.7,7413,97.7,0.0 -Cancer (excluding lung/haem),no,857738,96.0,893235,96.0,0.0 -Cancer (excluding lung/haem),yes,193242,97.9,197477,97.9,0.0 -Cancer (haematological),no,1031163,96.3,1070461,96.3,0.0 -Cancer (haematological),yes,19817,97.9,20251,97.9,0.0 +SSRI (last 12 months),no,1005781,96.3,1044638,96.3,0.0 +SSRI (last 12 months),yes,41979,98.1,42791,98.1,0.0 +Chemo or radiotherapy,no,1011598,96.3,1050532,96.3,0.0 +Chemo or radiotherapy,yes,36169,98.0,36904,98.0,0.0 +Cancer (lung),no,1040515,96.3,1080016,96.3,0.0 +Cancer (lung),yes,7245,97.6,7420,97.6,0.0 +Cancer (excluding lung/haem),no,854924,96.0,890365,96.0,0.0 +Cancer (excluding lung/haem),yes,192843,97.9,197071,97.9,0.0 +Cancer (haematological),no,1027957,96.3,1067185,96.3,0.0 +Cancer (haematological),yes,19810,97.9,20244,97.9,0.0 diff --git a/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among LD (aged 16-64) population_tpp.csv b/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among LD (aged 16-64) population_tpp.csv index 6749c31..c8a3fab 100644 --- a/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among LD (aged 16-64) population_tpp.csv +++ b/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among LD (aged 16-64) population_tpp.csv @@ -1,18 +1,19 @@ -Category,Group,Vaccinated at 19 Aug (n),Vaccinated at 19 Aug (%),Total eligible,Previous week's vaccination coverage (%),Vaccinated over last 7d (%) -overall,overall,71789,86.5,82992,86.3,0.2 -Sex,F,27776,88.6,31353,88.4,0.2 -Sex,M,44016,85.2,51639,85.1,0.1 -Age band,16-29,28126,81.1,34692,80.8,0.3 -Age band,30-34,9177,85.8,10696,85.7,0.1 -Age band,35-39,6846,88.5,7735,88.3,0.2 -Age band,40-44,5516,90.8,6076,90.8,0.0 -Age band,45-49,5649,91.9,6146,91.8,0.1 -Age band,50-54,6034,93.0,6489,93.0,0.0 -Age band,55-59,5957,93.1,6398,93.1,0.0 +Category,Group,Vaccinated at 01 Sep (n),Vaccinated at 01 Sep (%),Total eligible,Previous week's vaccination coverage (%),Vaccinated over last 7d (%) +overall,overall,72106,86.8,83076,86.6,0.2 +Sex,F,27881,88.9,31374,88.7,0.2 +Sex,M,44226,85.6,51695,85.4,0.2 +Age band,16-17,3416,72.0,4746,70.8,1.2 +Age band,18-29,24969,83.2,30023,83.0,0.2 +Age band,30-34,9205,85.9,10710,85.9,0.0 +Age band,35-39,6867,88.7,7742,88.6,0.1 +Age band,40-44,5523,90.8,6083,90.8,0.0 +Age band,45-49,5642,91.9,6139,91.9,0.0 +Age band,50-54,6048,93.1,6496,93.0,0.1 +Age band,55-59,5950,93.2,6384,93.1,0.1 Age band,60-64,4480,94.3,4753,94.3,0.0 -Ethnicity (broad categories),Black,861,63.1,1365,62.6,0.5 -Ethnicity (broad categories),Mixed,784,71.8,1092,71.2,0.6 +Ethnicity (broad categories),Black,868,63.6,1365,63.1,0.5 +Ethnicity (broad categories),Mixed,791,72.4,1092,71.8,0.6 Ethnicity (broad categories),Other,539,74.8,721,74.8,0.0 -Ethnicity (broad categories),South Asian,3661,76.8,4767,76.5,0.3 -Ethnicity (broad categories),Unknown,5320,84.6,6286,84.5,0.1 -Ethnicity (broad categories),White,60627,88.2,68761,88.0,0.2 +Ethnicity (broad categories),South Asian,3689,77.3,4774,77.1,0.2 +Ethnicity (broad categories),Unknown,5348,85.1,6286,84.9,0.2 +Ethnicity (broad categories),White,60865,88.4,68838,88.3,0.1 diff --git a/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among care home population_tpp.csv b/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among care home population_tpp.csv index a4839c2..61abdb6 100644 --- a/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among care home population_tpp.csv +++ b/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among care home population_tpp.csv @@ -1,18 +1,18 @@ -Category,Group,Vaccinated at 19 Aug (n),Vaccinated at 19 Aug (%),Total eligible,Previous week's vaccination coverage (%),Vaccinated over last 7d (%) -overall,overall,82925,95.9,86471,95.9,0.0 -Sex,F,58947,96.1,61313,96.1,0.0 -Sex,M,23975,95.3,25158,95.3,0.0 -Age band,65-69,4641,94.3,4921,94.3,0.0 -Age band,70-74,7203,94.5,7623,94.4,0.1 -Age band,75-79,9982,95.6,10437,95.6,0.0 -Age band,80-84,14917,96.1,15526,96.1,0.0 -Age band,85-89,19635,96.0,20454,96.0,0.0 -Age band,90+,26544,96.5,27503,96.5,0.0 -Ethnicity (broad categories),Black,427,85.9,497,85.9,0.0 -Ethnicity (broad categories),Mixed,224,94.1,238,94.1,0.0 -Ethnicity (broad categories),Other,343,94.2,364,94.2,0.0 +Category,Group,Vaccinated at 01 Sep (n),Vaccinated at 01 Sep (%),Total eligible,Previous week's vaccination coverage (%),Vaccinated over last 7d (%) +overall,overall,83125,95.8,86807,95.8,0.0 +Sex,F,59073,96.0,61516,96.0,0.0 +Sex,M,24052,95.1,25291,95.1,0.0 +Age band,65-69,4662,94.2,4949,94.2,0.0 +Age band,70-74,7224,94.3,7658,94.3,0.0 +Age band,75-79,10052,95.4,10535,95.4,0.0 +Age band,80-84,15008,96.0,15638,95.9,0.1 +Age band,85-89,19705,95.9,20545,95.9,0.0 +Age band,90+,26474,96.3,27482,96.3,0.0 +Ethnicity (broad categories),Black,434,86.1,504,86.1,0.0 +Ethnicity (broad categories),Mixed,231,91.7,252,91.7,0.0 +Ethnicity (broad categories),Other,350,94.3,371,94.3,0.0 Ethnicity (broad categories),South Asian,623,92.7,672,92.7,0.0 -Ethnicity (broad categories),Unknown,1897,92.5,2051,92.5,0.0 -Ethnicity (broad categories),White,79408,96.1,82642,96.1,0.0 -Dementia,no,37058,94.9,39039,94.9,0.0 -Dementia,yes,45864,96.7,47432,96.7,0.0 +Ethnicity (broad categories),Unknown,1890,90.3,2093,90.3,0.0 +Ethnicity (broad categories),White,79590,96.0,82915,96.0,0.0 +Dementia,no,37114,94.7,39186,94.7,0.0 +Dementia,yes,46004,96.6,47621,96.6,0.0 diff --git a/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among shielding (aged 16-69) population_tpp.csv b/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among shielding (aged 16-69) population_tpp.csv index 62f38a1..428cb38 100644 --- a/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among shielding (aged 16-69) population_tpp.csv +++ b/released-outputs/machine_readable_outputs/table_csvs/Cumulative vaccination figures among shielding (aged 16-69) population_tpp.csv @@ -1,25 +1,25 @@ -Category,Group,Vaccinated at 19 Aug (n),Vaccinated at 19 Aug (%),Total eligible,Previous week's vaccination coverage (%),Vaccinated over last 7d (%) -overall,overall,757018,90.4,837151,90.4,0.0 -newly shielded since feb 15,no,462098,92.8,498092,92.7,0.1 -newly shielded since feb 15,yes,294924,87.0,339059,86.9,0.1 -Sex,F,423577,90.1,470267,90.0,0.1 -Sex,M,333424,90.9,366870,90.8,0.1 -Age band,16-29,56973,81.2,70196,80.9,0.3 -Age band,30-39,107660,84.1,127939,84.0,0.1 -Age band,40-49,149499,89.4,167293,89.3,0.1 -Age band,50-59,214039,92.6,231063,92.6,0.0 -Age band,60-69,228830,95.1,240646,95.1,0.0 -Ethnicity (broad categories),Black,33523,75.0,44688,74.8,0.2 -Ethnicity (broad categories),Mixed,11466,79.4,14434,79.2,0.2 -Ethnicity (broad categories),Other,14882,81.3,18298,81.2,0.1 -Ethnicity (broad categories),South Asian,94906,87.5,108500,87.3,0.2 -Ethnicity (broad categories),Unknown,26334,88.2,29862,88.1,0.1 -Ethnicity (broad categories),White,575904,92.7,621348,92.6,0.1 -Index of Multiple Deprivation (quintiles),1 Most deprived,212212,86.7,244811,86.6,0.1 -Index of Multiple Deprivation (quintiles),2,168952,89.6,188503,89.5,0.1 -Index of Multiple Deprivation (quintiles),3,146307,91.8,159439,91.7,0.1 -Index of Multiple Deprivation (quintiles),4,117348,93.5,125454,93.5,0.0 -Index of Multiple Deprivation (quintiles),5 Least deprived,93065,95.2,97804,95.1,0.1 -Index of Multiple Deprivation (quintiles),Unknown,19117,90.5,21119,90.5,0.0 -Learning disability,no,731850,90.3,810187,90.3,0.0 -Learning disability,yes,25151,93.3,26950,93.3,0.0 +Category,Group,Vaccinated at 01 Sep (n),Vaccinated at 01 Sep (%),Total eligible,Previous week's vaccination coverage (%),Vaccinated over last 7d (%) +overall,overall,759844,90.6,838964,90.5,0.1 +newly shielded since feb 15,no,463071,92.8,498743,92.8,0.0 +newly shielded since feb 15,yes,296772,87.2,340221,87.1,0.1 +Sex,F,425453,90.3,471401,90.2,0.1 +Sex,M,334376,91.0,367549,90.9,0.1 +Age band,16-29,57428,81.6,70406,81.4,0.2 +Age band,30-39,108262,84.4,128219,84.3,0.1 +Age band,40-49,150059,89.5,167636,89.4,0.1 +Age band,50-59,214676,92.7,231553,92.7,0.0 +Age band,60-69,229411,95.1,241143,95.1,0.0 +Ethnicity (broad categories),Black,33768,75.4,44765,75.3,0.1 +Ethnicity (broad categories),Mixed,11522,79.7,14448,79.6,0.1 +Ethnicity (broad categories),Other,14924,81.5,18305,81.4,0.1 +Ethnicity (broad categories),South Asian,95347,87.8,108591,87.6,0.2 +Ethnicity (broad categories),Unknown,26320,88.3,29820,88.2,0.1 +Ethnicity (broad categories),White,577941,92.8,623021,92.7,0.1 +Index of Multiple Deprivation (quintiles),1 Most deprived,212912,86.9,245063,86.8,0.1 +Index of Multiple Deprivation (quintiles),2,169610,89.8,188916,89.7,0.1 +Index of Multiple Deprivation (quintiles),3,146804,91.9,159768,91.8,0.1 +Index of Multiple Deprivation (quintiles),4,117810,93.6,125853,93.6,0.0 +Index of Multiple Deprivation (quintiles),5 Least deprived,93415,95.2,98098,95.2,0.0 +Index of Multiple Deprivation (quintiles),Unknown,19271,90.7,21245,90.6,0.1 +Learning disability,no,734636,90.5,811986,90.4,0.1 +Learning disability,yes,25193,93.5,26957,93.4,0.1 diff --git a/released-outputs/opensafely_vaccine_report_overall_simple.html b/released-outputs/opensafely_vaccine_report_overall_simple.html index 90f09a6..a10da9e 100644 --- a/released-outputs/opensafely_vaccine_report_overall_simple.html +++ b/released-outputs/opensafely_vaccine_report_overall_simple.html @@ -17,7 +17,7 @@

OpenSAFELY COVID Vaccine cover
-

Report last updated 25 Aug 2021

+

Report last updated 06 Sep 2021

@@ -26,7 +26,7 @@

Report last updated 25 Aug 2021
-

Vaccinations included up to 19 Aug 2021 inclusive

+

Vaccinations included up to 01 Sep 2021 inclusive

@@ -56,7 +56,7 @@

C
  • Current vaccination coverage of each eligible population group, according to demographic/clinical features @@ -101,8 +101,8 @@

    - first dose as at 19 Aug 2021 - second dose as at 19 Aug 2021 + first dose as at 01 Sep 2021 + second dose as at 01 Sep 2021 Group @@ -113,68 +113,73 @@

    -

    Oxford-AZ vaccines (% of all first doses): 53.5% (8,412,411)

    +

    Oxford-AZ vaccines (% of all first doses): 52.4% (8,414,658)

    @@ -237,7 +242,7 @@

    -

    Pfizer vaccines (% of all first doses): 44.1% (6,943,195)

    +

    Pfizer vaccines (% of all first doses): 45.1% (7,248,087)

    @@ -247,7 +252,7 @@

    -

    Moderna vaccines (% of all first doses): 2.5% (387,464)

    +

    Moderna vaccines (% of all first doses): 2.5% (396,991)

    @@ -276,7 +281,7 @@

    Second doses and dose combinations -

    Second doses (% of all vaccinated): 87.8% (13,823,096)

    +

    Second doses (% of all vaccinated): 90.1% (14,462,371)

    @@ -286,7 +291,7 @@

    Second doses and dose combinations -

    Second doses (% of Ox-AZ first doses): 97.0% (8,161,734)

    +

    Second doses (% of Ox-AZ first doses): 97.3% (8,186,780)

    @@ -296,7 +301,7 @@

    Second doses and dose combinations -

    Second doses (% of Pfizer first doses): 78.7% (5,462,016)

    +

    Second doses (% of Pfizer first doses): 83.0% (6,016,101)

    @@ -306,7 +311,7 @@

    Second doses and dose combinations -

    Second doses (% of Moderna first doses): 52.8% (204,421)

    +

    Second doses (% of Moderna first doses): 66.7% (264,789)

    @@ -326,7 +331,7 @@

    Second doses and dose combinations -

    Mixed doses Ox-AZ + Pfizer (% of fully vaccinated): 0.3% (37856)

    +

    Mixed doses Ox-AZ + Pfizer (% of fully vaccinated): 0.3% (39214)

    @@ -336,7 +341,7 @@

    Second doses and dose combinations -

    Mixed doses Ox-AZ + Moderna (% of fully vaccinated): 0.0% (1757)

    +

    Mixed doses Ox-AZ + Moderna (% of fully vaccinated): 0.0% (1883)

    @@ -346,7 +351,7 @@

    Second doses and dose combinations -

    Mixed doses Moderna + Pfizer (% of fully vaccinated): 0.0% (2100)

    +

    Mixed doses Moderna + Pfizer (% of fully vaccinated): 0.0% (2513)

    @@ -373,7 +378,7 @@

    - @@ -395,7 +400,7 @@

    -COVID vaccinations among 80+ po
    -COVID vaccinations among 80+ po
    -
    @@ -484,7 +489,7 @@

    COVID vaccinations among 80+ po
    -
    @@ -505,7 +510,7 @@

    COVID vaccinations among 80+ po
    -
    @@ -526,7 +531,7 @@

    COVID vaccinations among 80+ po
    -
    @@ -547,7 +552,7 @@

    COVID vaccinations among 80+ po
    -
    @@ -568,7 +573,7 @@

    COVID vaccinations among 80+ po
    -
    @@ -589,7 +594,7 @@

    COVID vaccinations among 80+ po
    -COVID vaccinations among 80+ po
    -
    @@ -631,7 +636,7 @@

    COVID vaccinations among 80+ po
    -COVID vaccinations among 70-7
    -COVID vaccinations among 70-7
    -
    @@ -720,7 +725,7 @@

    COVID vaccinations among 70-7
    -
    @@ -741,7 +746,7 @@

    COVID vaccinations among 70-7
    -
    @@ -762,7 +767,7 @@

    COVID vaccinations among 70-7
    -COVID vaccinations among 70-7
    -
    @@ -804,7 +809,7 @@

    COVID vaccinations among 70-7
    -
    @@ -825,7 +830,7 @@

    COVID vaccinations among 70-7
    -
    @@ -846,7 +851,7 @@

    COVID vaccinations among 70-7
    -COVID vaccinations among 70-7
    -
    @@ -914,7 +919,7 @@

    COVID vaccin
    -
    @@ -935,7 +940,7 @@

    COVID vaccin
    -COVID vaccin
    -
    @@ -977,7 +982,7 @@

    COVID vaccin
    -COVID vaccin
    -COVID vaccin
    -
    @@ -1066,7 +1071,7 @@

    COVID vaccinations among 65-6
    -
    @@ -1087,7 +1092,7 @@

    COVID vaccinations among 65-6
    -
    @@ -1108,7 +1113,7 @@

    COVID vaccinations among 65-6
    -COVID vaccinations among 65-6
    -
    @@ -1150,7 +1155,7 @@

    COVID vaccinations among 65-6
    -
    @@ -1171,7 +1176,7 @@

    COVID vaccinations among 65-6
    -
    @@ -1192,7 +1197,7 @@

    COVID vaccinations among 65-6
    -
    @@ -1213,7 +1218,7 @@

    COVID vaccinations among 65-6
    -
    @@ -1260,7 +1265,7 @@

    COVID vaccinations among 60-6
    -
    @@ -1281,7 +1286,7 @@

    COVID vaccinations among 60-6
    -
    @@ -1302,7 +1307,7 @@

    COVID vaccinations among 60-6
    -
    @@ -1323,7 +1328,7 @@

    COVID vaccinations among 60-6
    -
    @@ -1344,7 +1349,7 @@

    COVID vaccinations among 60-6
    -
    @@ -1365,7 +1370,7 @@

    COVID vaccinations among 60-6
    -COVID vaccinations among 60-6
    -
    @@ -1433,7 +1438,7 @@

    COVID vaccinations among 55-5
    -
    @@ -1454,7 +1459,7 @@

    COVID vaccinations among 55-5
    -
    @@ -1475,7 +1480,7 @@

    COVID vaccinations among 55-5
    -COVID vaccinations among 55-5
    -COVID vaccinations among 55-5
    -
    @@ -1538,7 +1543,7 @@

    COVID vaccinations among 55-5
    -COVID vaccinations among 50-5
    -
    @@ -1607,7 +1612,7 @@

    COVID vaccinations among 50-5
    -COVID vaccinations among 50-5
    -
    @@ -1649,7 +1654,7 @@

    COVID vaccinations among 50-5
    -
    @@ -1670,7 +1675,7 @@

    COVID vaccinations among 50-5
    -
    @@ -1691,7 +1696,7 @@

    COVID vaccinations among 50-5
    -
    @@ -1738,7 +1743,7 @@

    COVID vaccinations among 40-4
    -
    @@ -1759,7 +1764,7 @@

    COVID vaccinations among 40-4
    -
    @@ -1780,7 +1785,7 @@

    COVID vaccinations among 40-4
    -

    - Vaccinated at 19 Aug (n) - Vaccinated at 19 Aug (%) + Vaccinated at 01 Sep (n) + Vaccinated at 01 Sep (%) Total eligible Previous week's vaccination coverage (%) Vaccinated over last 7d (%) @@ -1856,100 +1861,100 @@

    Sex F - 609546 + 607747 96.3 - 633052 + 631225 96.3 0.0 M - 441434 + 440020 96.5 - 457660 + 456211 96.4 0.1 Age band 80-84 - 560987 + 560105 96.6 - 580636 + 579726 96.6 0.0 85-89 - 327621 - 96.5 - 339675 + 326494 96.4 - 0.1 + 338541 + 96.4 + 0.0 90+ - 162372 + 161168 95.3 - 170401 + 169169 95.3 0.0 Ethnicity (broad categories) Black - 8414 - 77.4 - 10864 - 77.4 + 8393 + 77.5 + 10829 + 77.5 0.0 Mixed - 2730 - 84.4 - 3234 - 84.4 + 2716 + 84.3 + 3220 + 84.3 0.0 Other - 5600 + 5586 84.5 - 6629 + 6608 84.5 0.0 South Asian - 24612 - 88.7 - 27734 + 24577 + 88.8 + 27685 88.7 - 0.0 + 0.1 Unknown - 48167 + 48097 86.4 - 55741 + 55685 86.4 0.0 White - 961464 + 958391 97.5 - 986524 + 983409 97.5 0.0 @@ -1957,26 +1962,26 @@

    ethnicity 16 groups African 1449 - 69.9 - 2072 - 69.9 + 70.2 + 2065 + 70.2 0.0 Bangladeshi or British Bangladeshi 1085 - 85.2 - 1274 - 85.2 + 85.6 + 1267 + 85.6 0.0 Caribbean - 5964 + 5943 79.9 - 7462 - 79.8 - 0.1 + 7434 + 79.9 + 0.0 Chinese @@ -1988,90 +1993,90 @@

    Index of Multiple Deprivation (quintiles) 1 Most deprived - 131299 + 130746 93.8 - 140000 + 139412 93.8 0.0 2 - 173355 + 172781 95.5 - 181601 + 181006 95.5 0.0 3 - 235858 + 235277 96.6 - 244195 + 243621 96.6 0.0 4 - 244965 + 244272 97.1 - 252385 + 251671 97.1 0.0 5 Least deprived - 246477 + 245672 97.6 - 252574 + 251762 97.6 0.0 Unknown - 19026 + 19012 95.3 19957 95.3 @@ -2142,130 +2147,130 @@

    BMI 30+ - 184464 + 183785 97.6 - 188993 + 188293 97.6 0.0 under 30 - 866516 + 863982 96.1 - 901719 + 899136 96.1 0.0 Chronic cardiac disease no - 729491 + 726978 95.9 - 760907 + 758366 95.9 0.0 yes - 321489 + 320789 97.5 - 329805 + 329063 97.5 0.0 Current COPD no - 939995 + 937139 96.2 - 976976 + 974078 96.2 0.0 yes - 110985 + 110628 97.6 - 113736 + 113358 97.6 0.0 Dialysis no - 1049006 - 96.4 - 1088689 + 1045786 96.3 - 0.1 + 1085406 + 96.3 + 0.0 yes 1974 - 97.6 - 2023 - 97.6 + 97.2 + 2030 + 97.2 0.0 DMARDs no - 1017842 + 1014727 96.3 - 1056965 + 1053787 96.3 0.0 yes - 33138 + 33040 98.2 - 33747 + 33649 98.2 0.0 Dementia no - 960960 - 96.4 - 997360 + 957943 96.3 - 0.1 + 994259 + 96.3 + 0.0 yes - 90020 + 89817 96.4 - 93352 + 93177 96.4 0.0 Psychosis, schizophrenia, or bipolar no - 1043091 + 1039920 96.4 - 1082270 + 1079043 96.4 0.0 yes - 7889 - 93.4 - 8442 - 93.4 + 7847 + 93.5 + 8393 + 93.5 0.0 Learning disability no - 1050490 - 96.4 - 1090194 + 1047270 96.4 - 0.0 + 1086918 + 96.3 + 0.1 yes @@ -2278,85 +2283,85 @@

    SSRI (last 12 months) no - 1008938 + 1005781 96.3 - 1047844 + 1044638 96.3 0.0 yes - 42042 + 41979 98.1 - 42868 + 42791 98.1 0.0 Chemo or radiotherapy no - 1014713 + 1011598 96.3 - 1053696 + 1050532 96.3 0.0 yes - 36267 + 36169 98.0 - 37016 + 36904 98.0 0.0 Cancer (lung) no - 1043735 + 1040515 96.3 - 1083299 + 1080016 96.3 0.0 yes 7245 - 97.7 - 7413 - 97.7 + 97.6 + 7420 + 97.6 0.0 Cancer (excluding lung/haem) no - 857738 + 854924 96.0 - 893235 + 890365 96.0 0.0 yes - 193242 + 192843 97.9 - 197477 + 197071 97.9 0.0 Cancer (haematological) no - 1031163 + 1027957 96.3 - 1070461 + 1067185 96.3 0.0 yes - 19817 + 19810 97.9 - 20251 + 20244 97.9 0.0 @@ -2437,8 +2442,8 @@

    - Vaccinated at 19 Aug (n) - Vaccinated at 19 Aug (%) + Vaccinated at 01 Sep (n) + Vaccinated at 01 Sep (%) Total eligible Previous week's vaccination coverage (%) Vaccinated over last 7d (%) @@ -2457,102 +2462,102 @@

    Sex F - 1040396 - 96.0 - 1083243 + 1040207 + 96.1 + 1082977 96.0 - 0.0 + 0.1 M - 938539 + 938091 95.8 - 979433 + 978901 95.8 0.0 Age band 70-74 - 1146957 + 1146803 95.6 - 1200073 + 1199828 95.6 0.0 75-79 - 831978 - 96.4 - 862610 + 831495 + 96.5 + 862050 96.4 - 0.0 + 0.1 Ethnicity (broad categories) Black - 11109 - 75.5 - 14707 - 75.5 - 0.0 + 11130 + 75.7 + 14700 + 75.6 + 0.1 Mixed - 5453 - 84.1 - 6482 - 84.1 - 0.0 + 5460 + 84.3 + 6475 + 84.2 + 0.1 Other - 12684 + 12712 + 82.3 + 15449 82.2 - 15428 - 82.1 0.1 South Asian - 48867 - 89.1 - 54838 + 48930 + 89.2 + 54852 89.1 - 0.0 + 0.1 Unknown - 118307 + 118139 88.9 - 133021 + 132839 88.9 0.0 White - 1782508 + 1781927 97.0 - 1838200 + 1837556 97.0 0.0 ethnicity 16 groups African - 3724 - 70.9 + 3738 + 71.2 5250 - 70.8 + 71.1 0.1 @@ -2565,41 +2570,41 @@

    Index of Multiple Deprivation (quintiles) 1 Most deprived - 252329 - 93.5 - 269780 + 252035 + 93.6 + 269402 93.5 - 0.0 + 0.1 2 - 330764 + 330806 95.0 348292 95.0 @@ -2702,110 +2707,110 @@

    BMI 30+ - 496090 + 495565 97.3 - 509740 + 509166 97.3 0.0 under 30 - 1482838 + 1482733 95.5 - 1552936 + 1552712 95.5 0.0 Chronic cardiac disease no - 1613437 + 1612394 95.7 - 1686433 + 1685250 95.7 0.0 yes - 365498 - 97.1 - 376250 + 365904 + 97.2 + 376628 97.1 - 0.0 + 0.1 Current COPD no - 1787751 + 1787184 95.8 - 1866018 + 1865304 95.8 0.0 yes - 191184 + 191114 97.2 - 196658 + 196574 97.2 0.0 Dialysis no - 1974917 + 1974287 95.9 - 2058539 + 2057748 95.9 0.0 yes - 4018 + 4011 97.1 - 4137 + 4130 97.1 0.0 DMARDs no - 1907717 + 1907080 95.9 - 1990002 + 1989204 95.9 0.0 @@ -2820,136 +2825,136 @@

    Dementia no - 1934933 + 1934163 95.9 - 2017092 + 2016161 95.9 0.0 yes - 44002 + 44135 96.5 - 45584 + 45717 96.5 0.0 Psychosis, schizophrenia, or bipolar no - 1960049 + 1959398 96.0 - 2042264 + 2041459 96.0 0.0 yes - 18886 - 92.5 + 18900 + 92.6 20419 - 92.5 + 92.6 0.0 Learning disability no - 1976086 + 1975456 95.9 - 2059694 + 2058903 95.9 0.0 yes - 2849 - 95.3 - 2989 - 95.3 + 2842 + 95.5 + 2975 + 95.5 0.0 SSRI (last 12 months) no - 1877582 + 1876959 95.8 - 1959265 + 1958495 95.8 0.0 yes - 101353 + 101339 98.0 - 103411 + 103383 98.0 0.0 Chemo or radiotherapy no - 1909866 + 1909117 95.9 - 1992095 + 1991185 95.9 0.0 yes - 69062 - 97.8 - 70588 - 97.8 + 69181 + 97.9 + 70693 + 97.9 0.0 Cancer (lung) no - 1966097 + 1965432 95.9 - 2049530 + 2048704 95.9 0.0 yes - 12838 + 12866 97.7 - 13146 + 13174 97.7 0.0 Cancer (excluding lung/haem) no - 1693930 + 1692859 95.7 - 1770853 - 95.6 - 0.1 + 1769628 + 95.7 + 0.0 yes - 285005 + 285439 97.7 - 291823 + 292250 97.7 0.0 Cancer (haematological) no - 1948632 + 1947939 95.9 - 2031638 + 2030777 95.9 0.0 yes - 30303 + 30359 97.6 - 31045 + 31101 97.6 0.0 @@ -3030,8 +3035,8 @@

    - Vaccinated at 19 Aug (n) - Vaccinated at 19 Aug (%) + Vaccinated at 01 Sep (n) + Vaccinated at 01 Sep (%) Total eligible Previous week's vaccination coverage (%) Vaccinated over last 7d (%) @@ -3050,101 +3055,101 @@

    Sex F - 58947 - 96.1 - 61313 - 96.1 + 59073 + 96.0 + 61516 + 96.0 0.0 M - 23975 - 95.3 - 25158 - 95.3 + 24052 + 95.1 + 25291 + 95.1 0.0 Age band 65-69 - 4641 - 94.3 - 4921 - 94.3 + 4662 + 94.2 + 4949 + 94.2 0.0 70-74 - 7203 - 94.5 - 7623 - 94.4 - 0.1 + 7224 + 94.3 + 7658 + 94.3 + 0.0 75-79 - 9982 - 95.6 - 10437 - 95.6 + 10052 + 95.4 + 10535 + 95.4 0.0 80-84 - 14917 - 96.1 - 15526 - 96.1 - 0.0 + 15008 + 96.0 + 15638 + 95.9 + 0.1 85-89 - 19635 - 96.0 - 20454 - 96.0 + 19705 + 95.9 + 20545 + 95.9 0.0 90+ - 26544 - 96.5 - 27503 - 96.5 + 26474 + 96.3 + 27482 + 96.3 0.0 Ethnicity (broad categories) Black - 427 - 85.9 - 497 - 85.9 + 434 + 86.1 + 504 + 86.1 0.0 Mixed - 224 - 94.1 - 238 - 94.1 + 231 + 91.7 + 252 + 91.7 0.0 Other - 343 - 94.2 - 364 - 94.2 + 350 + 94.3 + 371 + 94.3 0.0 @@ -3157,35 +3162,35 @@

    Dementia no - 37058 - 94.9 - 39039 - 94.9 + 37114 + 94.7 + 39186 + 94.7 0.0 yes - 45864 - 96.7 - 47432 - 96.7 + 46004 + 96.6 + 47621 + 96.6 0.0 @@ -3253,8 +3258,8 @@

    - Vaccinated at 19 Aug (n) - Vaccinated at 19 Aug (%) + Vaccinated at 01 Sep (n) + Vaccinated at 01 Sep (%) Total eligible Previous week's vaccination coverage (%) Vaccinated over last 7d (%) @@ -3273,201 +3278,201 @@

    newly shielded since feb 15 no - 462098 + 463071 92.8 - 498092 - 92.7 - 0.1 + 498743 + 92.8 + 0.0 yes - 294924 - 87.0 - 339059 - 86.9 + 296772 + 87.2 + 340221 + 87.1 0.1 Sex F - 423577 - 90.1 - 470267 - 90.0 + 425453 + 90.3 + 471401 + 90.2 0.1 M - 333424 + 334376 + 91.0 + 367549 90.9 - 366870 - 90.8 0.1 Age band 16-29 - 56973 - 81.2 - 70196 - 80.9 - 0.3 + 57428 + 81.6 + 70406 + 81.4 + 0.2 30-39 - 107660 - 84.1 - 127939 - 84.0 + 108262 + 84.4 + 128219 + 84.3 0.1 40-49 - 149499 + 150059 + 89.5 + 167636 89.4 - 167293 - 89.3 0.1 50-59 - 214039 - 92.6 - 231063 - 92.6 + 214676 + 92.7 + 231553 + 92.7 0.0 60-69 - 228830 + 229411 95.1 - 240646 + 241143 95.1 0.0 Ethnicity (broad categories) Black - 33523 - 75.0 - 44688 - 74.8 - 0.2 + 33768 + 75.4 + 44765 + 75.3 + 0.1 Mixed - 11466 - 79.4 - 14434 - 79.2 - 0.2 + 11522 + 79.7 + 14448 + 79.6 + 0.1 Other - 14882 - 81.3 - 18298 - 81.2 + 14924 + 81.5 + 18305 + 81.4 0.1 South Asian - 94906 - 87.5 - 108500 - 87.3 + 95347 + 87.8 + 108591 + 87.6 0.2 Unknown - 26334 + 26320 + 88.3 + 29820 88.2 - 29862 - 88.1 0.1 White - 575904 + 577941 + 92.8 + 623021 92.7 - 621348 - 92.6 0.1 Index of Multiple Deprivation (quintiles) 1 Most deprived - 212212 - 86.7 - 244811 - 86.6 + 212912 + 86.9 + 245063 + 86.8 0.1 2 - 168952 - 89.6 - 188503 - 89.5 + 169610 + 89.8 + 188916 + 89.7 0.1 3 - 146307 + 146804 + 91.9 + 159768 91.8 - 159439 - 91.7 0.1 4 - 117348 - 93.5 - 125454 - 93.5 + 117810 + 93.6 + 125853 + 93.6 0.0 5 Least deprived - 93065 + 93415 95.2 - 97804 - 95.1 - 0.1 + 98098 + 95.2 + 0.0 Unknown - 19117 - 90.5 - 21119 - 90.5 - 0.0 + 19271 + 90.7 + 21245 + 90.6 + 0.1 Learning disability no - 731850 - 90.3 - 810187 - 90.3 - 0.0 + 734636 + 90.5 + 811986 + 90.4 + 0.1 yes - 25151 - 93.3 - 26950 - 93.3 - 0.0 + 25193 + 93.5 + 26957 + 93.4 + 0.1 @@ -3534,8 +3539,8 @@

    - Vaccinated at 19 Aug (n) - Vaccinated at 19 Aug (%) + Vaccinated at 01 Sep (n) + Vaccinated at 01 Sep (%) Total eligible Previous week's vaccination coverage (%) Vaccinated over last 7d (%) @@ -3554,85 +3559,85 @@

    Sex F - 516166 + 516173 94.0 - 549318 - 93.9 - 0.1 + 549255 + 94.0 + 0.0 M - 486794 + 486759 93.0 - 523705 - 92.9 - 0.1 + 523509 + 93.0 + 0.0 Ethnicity (broad categories) Black - 7980 - 73.2 + 8001 + 73.4 10899 - 73.1 + 73.3 0.1 Mixed - 4039 + 4032 81.0 - 4984 - 80.9 - 0.1 + 4977 + 81.0 + 0.0 Other - 9443 + 9478 + 78.4 + 12082 78.3 - 12061 - 78.2 0.1 South Asian - 38486 + 38591 + 88.1 + 43806 88.0 - 43750 - 87.9 0.1 Unknown - 79863 - 85.2 - 93709 - 85.2 + 79772 + 85.3 + 93541 + 85.3 0.0 White - 863156 + 863051 95.1 - 907627 + 907459 95.1 0.0 ethnicity 16 groups African - 3094 - 71.8 - 4312 - 71.6 + 3108 + 72.2 + 4305 + 72.0 0.2 @@ -3640,151 +3645,151 @@

    Index of Multiple Deprivation (quintiles) 1 Most deprived - 136108 + 136080 89.6 - 151935 - 89.5 - 0.1 + 151802 + 89.6 + 0.0 2 - 172753 + 172781 92.0 - 187859 - 91.9 - 0.1 + 187810 + 92.0 + 0.0 3 - 223125 + 223153 93.8 - 237923 + 237895 93.8 0.0 @@ -3792,117 +3797,117 @@

    BMI 30+ - 257271 + 257334 95.9 - 268394 - 95.8 - 0.1 + 268422 + 95.9 + 0.0 under 30 - 745696 + 745591 92.7 - 804629 + 804342 92.7 0.0 Chronic cardiac disease no - 894376 + 894124 93.3 - 959091 - 93.2 - 0.1 + 958643 + 93.3 + 0.0 yes - 108584 + 108801 95.3 - 113932 + 114121 95.3 0.0 Current COPD no - 964320 + 964376 93.4 - 1032353 + 1032185 93.4 0.0 yes - 38640 + 38556 95.0 - 40677 + 40579 95.0 0.0 DMARDs no - 983479 + 983437 93.4 - 1052849 + 1052583 93.4 0.0 yes - 19488 + 19495 96.6 - 20174 + 20181 96.6 0.0 Dementia no - 997311 + 997248 93.5 - 1067045 - 93.4 - 0.1 + 1066758 + 93.5 + 0.0 yes - 5656 + 5677 94.5 - 5985 - 94.4 - 0.1 + 6006 + 94.5 + 0.0 Psychosis, schizophrenia, or bipolar no - 992530 + 992488 93.5 - 1061333 + 1061074 93.5 0.0 @@ -3917,102 +3922,102 @@

    Learning disability no - 1000636 + 1000608 93.5 - 1070517 + 1070265 93.5 0.0 yes 2324 + 93.0 + 2499 92.7 - 2506 - 92.7 - 0.0 + 0.3 SSRI (last 12 months) no - 944118 + 944153 93.3 - 1012172 + 1011997 93.3 0.0 yes - 58842 + 58779 96.7 - 60851 + 60767 96.7 0.0 Chemo or radiotherapy no - 983752 + 983703 93.4 - 1053115 + 1052842 93.4 0.0 yes - 19208 - 96.4 - 19915 - 96.4 + 19229 + 96.5 + 19922 + 96.5 0.0 Cancer (lung) no - 1001196 + 1001147 93.5 - 1071175 - 93.4 - 0.1 + 1070895 + 93.5 + 0.0 yes - 1771 + 1785 95.5 - 1855 + 1869 95.5 0.0 Cancer (excluding lung/haem) no - 916412 + 916251 93.2 - 983094 + 982723 93.2 0.0 yes - 86548 - 96.2 - 89929 - 96.2 + 86681 + 96.3 + 90041 + 96.3 0.0 Cancer (haematological) no - 999523 + 999502 93.5 - 1069418 - 93.4 - 0.1 + 1069173 + 93.5 + 0.0 yes - 3444 + 3430 95.5 - 3605 + 3591 95.5 0.0 @@ -4105,8 +4110,8 @@

    - Vaccinated at 19 Aug (n) - Vaccinated at 19 Aug (%) + Vaccinated at 01 Sep (n) + Vaccinated at 01 Sep (%) Total eligible Previous week's vaccination coverage (%) Vaccinated over last 7d (%) @@ -4125,85 +4130,93 @@

    Sex F - 27776 - 88.6 - 31353 - 88.4 + 27881 + 88.9 + 31374 + 88.7 0.2 M - 44016 - 85.2 - 51639 - 85.1 - 0.1 + 44226 + 85.6 + 51695 + 85.4 + 0.2 - Age band - 16-29 - 28126 - 81.1 - 34692 - 80.8 - 0.3 + Age band + 16-17 + 3416 + 72.0 + 4746 + 70.8 + 1.2 + + + 18-29 + 24969 + 83.2 + 30023 + 83.0 + 0.2 30-34 - 9177 - 85.8 - 10696 - 85.7 - 0.1 + 9205 + 85.9 + 10710 + 85.9 + 0.0 35-39 - 6846 - 88.5 - 7735 - 88.3 - 0.2 + 6867 + 88.7 + 7742 + 88.6 + 0.1 40-44 - 5516 + 5523 90.8 - 6076 + 6083 90.8 0.0 45-49 - 5649 + 5642 91.9 - 6146 - 91.8 - 0.1 + 6139 + 91.9 + 0.0 50-54 - 6034 - 93.0 - 6489 + 6048 + 93.1 + 6496 93.0 - 0.0 + 0.1 55-59 - 5957 - 93.1 - 6398 + 5950 + 93.2 + 6384 93.1 - 0.0 + 0.1 60-64 @@ -4216,18 +4229,18 @@

    Ethnicity (broad categories) Black - 861 - 63.1 + 868 + 63.6 1365 - 62.6 + 63.1 0.5 Mixed - 784 - 71.8 + 791 + 72.4 1092 - 71.2 + 71.8 0.6 @@ -4240,27 +4253,27 @@

    - Vaccinated at 19 Aug (n) - Vaccinated at 19 Aug (%) + Vaccinated at 01 Sep (n) + Vaccinated at 01 Sep (%) Total eligible Previous week's vaccination coverage (%) Vaccinated over last 7d (%) @@ -4347,189 +4360,189 @@

    Sex F - 591759 + 592004 92.8 - 637875 - 92.7 - 0.1 + 637945 + 92.8 + 0.0 M - 581812 - 90.6 - 641886 - 90.6 + 582015 + 90.7 + 641690 + 90.7 0.0 Ethnicity (broad categories) Black - 13958 - 70.9 + 14021 + 71.3 19677 - 70.8 - 0.1 + 71.1 + 0.2 Mixed - 6391 - 79.5 - 8036 - 79.4 - 0.1 + 6419 + 79.7 + 8050 + 79.7 + 0.0 Other - 12705 - 76.4 - 16632 - 76.3 + 12726 + 76.6 + 16618 + 76.5 0.1 South Asian - 46123 + 46263 + 87.3 + 52976 87.2 - 52920 - 87.1 0.1 Unknown - 109228 - 83.1 - 131446 - 83.1 + 109109 + 83.2 + 131173 + 83.2 0.0 White - 985173 - 93.7 - 1051050 + 985481 + 93.8 + 1051127 93.7 - 0.0 + 0.1 ethnicity 16 groups African - 5621 - 72.5 - 7756 - 72.3 + 5649 + 72.9 + 7749 + 72.7 0.2 Bangladeshi or British Bangladeshi - 2065 - 89.4 + 2072 + 89.7 2310 - 89.1 - 0.3 + 89.7 + 0.0 Caribbean - 5334 - 68.3 + 5355 + 68.5 7812 - 68.2 + 68.4 0.1 Chinese - 3892 - 79.4 - 4900 + 3906 + 79.5 + 4914 79.3 - 0.1 + 0.2 Other - 8813 - 75.2 - 11725 - 75.0 - 0.2 + 8827 + 75.4 + 11711 + 75.3 + 0.1 Other Asian - 9562 - 85.1 + 9583 + 85.3 11235 - 85.0 + 85.2 0.1 British or Mixed British - 926086 + 926254 95.1 - 973763 + 973826 95.1 0.0 Indian or British Indian - 23814 - 89.6 - 26572 + 23863 + 89.7 + 26593 89.6 - 0.0 + 0.1 Irish - 5887 - 88.8 - 6629 - 88.8 + 5894 + 89.0 + 6622 + 89.0 0.0 Other Black - 2996 - 73.0 - 4102 - 73.0 - 0.0 + 3024 + 73.5 + 4116 + 73.3 + 0.2 Other White - 53221 - 75.3 - 70686 - 75.2 + 53333 + 75.5 + 70679 + 75.4 0.1 Other mixed - 2415 - 78.4 + 2422 + 78.6 3080 - 78.4 + 78.6 0.0 Pakistani or British Pakistani - 10675 - 83.4 - 12803 - 83.2 - 0.2 + 10738 + 83.6 + 12838 + 83.5 + 0.1 Unknown - 109207 - 83.1 - 131425 - 83.1 + 109116 + 83.2 + 131180 + 83.2 0.0 @@ -4550,237 +4563,237 @@

    Index of Multiple Deprivation (quintiles) 1 Most deprived - 171213 + 171290 + 86.9 + 197162 86.8 - 197302 - 86.7 0.1 2 - 207739 - 89.9 - 231070 + 207949 + 90.0 + 231133 89.9 - 0.0 + 0.1 3 - 257110 + 257264 92.2 - 279006 - 92.1 - 0.1 + 279055 + 92.2 + 0.0 4 - 261282 - 93.3 - 279909 - 93.3 + 261359 + 93.4 + 279888 + 93.4 0.0 5 Least deprived - 251349 + 251237 94.8 - 265167 + 265020 94.8 0.0 Unknown - 24878 + 24927 91.1 - 27307 + 27370 91.0 0.1 BMI 30+ - 295981 + 296177 94.9 - 311864 + 311997 94.9 0.0 under 30 - 877590 + 877842 90.7 - 967897 - 90.6 - 0.1 + 967638 + 90.7 + 0.0 Chronic cardiac disease no - 1082907 - 91.5 - 1183420 + 1083117 + 91.6 + 1183070 91.5 - 0.0 + 0.1 yes - 90664 + 90902 94.1 - 96341 + 96565 94.1 0.0 Current COPD no - 1141007 + 1141497 91.7 - 1244929 - 91.6 - 0.1 + 1244859 + 91.7 + 0.0 yes - 32564 + 32522 93.5 - 34832 + 34776 93.5 0.0 DMARDs no - 1153341 - 91.6 - 1258614 - 91.6 + 1153768 + 91.7 + 1258467 + 91.7 0.0 yes - 20230 + 20251 95.7 - 21147 - 95.6 - 0.1 + 21168 + 95.7 + 0.0 Dementia no - 1169945 + 1170386 91.7 - 1275890 + 1275757 91.7 0.0 yes - 3626 + 3633 93.7 - 3871 + 3878 93.7 0.0 Psychosis, schizophrenia, or bipolar no - 1160740 + 1161153 91.8 - 1264928 - 91.7 - 0.1 + 1264795 + 91.8 + 0.0 yes - 12831 - 86.5 - 14833 - 86.5 - 0.0 + 12866 + 86.7 + 14847 + 86.6 + 0.1 SSRI (last 12 months) no - 1093701 - 91.4 - 1196244 + 1094121 + 91.5 + 1196118 91.4 - 0.0 + 0.1 yes - 79870 - 95.6 - 83517 + 79898 + 95.7 + 83524 95.6 - 0.0 + 0.1 Chemo or radiotherapy no - 1156078 - 91.6 - 1261505 - 91.6 + 1156484 + 91.7 + 1261344 + 91.7 0.0 yes - 17493 + 17535 95.8 - 18256 + 18298 95.8 0.0 Cancer (lung) no - 1172423 + 1172857 91.7 - 1278529 + 1278389 91.7 0.0 yes - 1148 - 93.2 - 1232 - 93.2 + 1162 + 93.3 + 1246 + 93.3 0.0 Cancer (excluding lung/haem) no - 1102892 + 1103109 91.5 - 1205617 + 1205260 91.5 0.0 yes - 70679 + 70910 95.3 - 74144 + 74375 95.3 0.0 Cancer (haematological) no - 1170449 + 1170897 91.7 - 1276457 + 1276331 91.7 0.0 @@ -4869,8 +4882,8 @@

    - Vaccinated at 19 Aug (n) - Vaccinated at 19 Aug (%) + Vaccinated at 01 Sep (n) + Vaccinated at 01 Sep (%) Total eligible Previous week's vaccination coverage (%) Vaccinated over last 7d (%) @@ -4889,365 +4902,365 @@

    Sex F - 682430 - 91.5 - 745486 - 91.5 + 682976 + 91.6 + 745654 + 91.6 0.0 M - 679042 - 88.2 - 769832 + 679630 + 88.3 + 770021 88.2 - 0.0 + 0.1 Ethnicity (broad categories) Black - 21616 - 69.3 - 31213 - 69.1 - 0.2 + 21721 + 69.5 + 31234 + 69.4 + 0.1 Mixed - 9569 - 77.3 - 12376 - 77.3 - 0.0 + 9604 + 77.6 + 12369 + 77.5 + 0.1 Other - 16905 + 16975 + 74.8 + 22694 74.7 - 22645 - 74.5 - 0.2 + 0.1 South Asian - 51982 - 85.8 - 60550 - 85.8 - 0.0 + 52164 + 86.1 + 60613 + 86.0 + 0.1 Unknown - 129815 - 80.6 - 161014 + 129731 + 80.7 + 160839 80.6 - 0.0 + 0.1 White - 1131578 + 1132404 92.2 - 1227520 + 1227933 92.2 0.0 ethnicity 16 groups African - 9254 - 72.2 - 12824 - 72.0 - 0.2 + 9310 + 72.5 + 12838 + 72.4 + 0.1 Bangladeshi or British Bangladeshi - 2709 - 89.2 + 2716 + 89.4 3038 - 89.2 + 89.4 0.0 Caribbean - 7126 - 64.8 - 10997 - 64.7 - 0.1 + 7161 + 65.2 + 10990 + 65.0 + 0.2 Chinese - 4991 + 5019 + 78.6 + 6384 78.5 - 6356 - 78.4 0.1 Other - 11921 + 11963 + 73.3 + 16317 73.2 - 16296 - 73.0 - 0.2 + 0.1 Other Asian - 12649 - 84.0 - 15050 + 12691 + 84.2 + 15078 84.0 - 0.0 + 0.2 British or Mixed British - 1058085 + 1058729 93.8 - 1127735 + 1128113 93.8 0.0 Indian or British Indian - 25494 + 25543 + 88.9 + 28728 88.8 - 28707 - 88.7 0.1 Irish - 6748 - 86.7 - 7784 - 86.6 - 0.1 + 6762 + 86.8 + 7791 + 86.8 + 0.0 Other Black - 5229 - 70.7 - 7392 - 70.5 - 0.2 + 5257 + 71.0 + 7406 + 70.9 + 0.1 Other White - 66773 + 66927 + 72.7 + 92043 72.6 - 92029 - 72.5 0.1 Other mixed - 3388 - 77.1 - 4396 - 76.9 - 0.2 + 3402 + 77.5 + 4389 + 77.2 + 0.3 Pakistani or British Pakistani - 11130 - 81.0 - 13748 - 80.9 + 11207 + 81.4 + 13762 + 81.3 0.1 Unknown - 129780 - 80.6 - 160972 + 129717 + 80.7 + 160818 80.6 - 0.0 + 0.1 White + Asian - 1939 - 85.0 - 2282 - 85.0 - 0.0 + 1946 + 85.5 + 2275 + 85.2 + 0.3 White + Black African - 1778 - 75.4 - 2359 - 75.4 + 1792 + 75.7 + 2366 + 75.7 0.0 White + Black Caribbean - 2457 - 73.4 - 3346 - 73.4 - 0.0 + 2464 + 73.9 + 3332 + 73.7 + 0.2 Index of Multiple Deprivation (quintiles) 1 Most deprived - 206178 - 84.1 - 245140 - 84.0 - 0.1 + 206388 + 84.2 + 245070 + 84.2 + 0.0 2 - 242389 - 87.7 - 276339 - 87.7 + 242767 + 87.8 + 276500 + 87.8 0.0 3 - 294658 + 294966 90.4 - 325962 + 326137 90.4 0.0 4 - 299411 + 299586 91.8 - 326102 + 326179 91.8 0.0 5 Least deprived - 290423 + 290402 93.6 - 310233 + 310135 93.6 0.0 Unknown - 28406 - 90.1 - 31542 + 28497 90.0 - 0.1 + 31661 + 90.0 + 0.0 BMI 30+ - 329889 + 330358 93.8 - 351806 - 93.7 - 0.1 + 352156 + 93.8 + 0.0 under 30 - 1031583 + 1032248 88.7 - 1163512 - 88.6 - 0.1 + 1163526 + 88.7 + 0.0 Chronic cardiac disease no - 1292053 - 89.7 - 1440418 + 1292956 + 89.8 + 1440551 89.7 - 0.0 + 0.1 yes - 69419 + 69650 92.7 - 74893 + 75124 92.7 0.0 Current COPD no - 1335712 - 89.8 - 1487178 + 1336867 + 89.9 + 1487577 89.8 - 0.0 + 0.1 yes - 25753 - 91.5 - 28140 + 25732 + 91.6 + 28105 91.5 - 0.0 + 0.1 DMARDs no - 1341032 + 1342145 89.8 - 1493660 - 89.7 - 0.1 + 1494010 + 89.8 + 0.0 yes - 20440 + 20454 94.4 - 21658 - 94.3 - 0.1 + 21672 + 94.4 + 0.0 Psychosis, schizophrenia, or bipolar no - 1345449 - 89.9 - 1496383 + 1346548 + 90.0 + 1496740 89.9 - 0.0 + 0.1 yes - 16016 - 84.6 - 18928 - 84.5 + 16051 + 84.8 + 18935 + 84.7 0.1 SSRI (last 12 months) no - 1260448 + 1261533 89.5 - 1408715 - 89.4 - 0.1 + 1409072 + 89.5 + 0.0 yes - 101024 + 101073 94.8 - 106603 - 94.7 - 0.1 + 106610 + 94.8 + 0.0 @@ -5326,8 +5339,8 @@

    - Vaccinated at 19 Aug (n) - Vaccinated at 19 Aug (%) + Vaccinated at 01 Sep (n) + Vaccinated at 01 Sep (%) Total eligible Previous week's vaccination coverage (%) Vaccinated over last 7d (%) @@ -5346,364 +5359,364 @@

    Sex F - 689437 + 690291 + 90.2 + 765625 90.1 - 765352 - 90.0 0.1 M - 682577 + 683529 85.1 - 802452 - 85.0 - 0.1 + 802816 + 85.1 + 0.0 Ethnicity (broad categories) Black - 25732 - 67.8 - 37933 - 67.6 + 25928 + 68.3 + 37954 + 68.1 0.2 Mixed - 11641 - 75.1 - 15491 - 75.0 + 11690 + 75.4 + 15512 + 75.3 0.1 Other - 21231 - 72.7 - 29190 + 21322 + 72.8 + 29295 72.6 - 0.1 + 0.2 South Asian - 72135 - 83.7 - 86135 - 83.6 - 0.1 + 72387 + 84.0 + 86219 + 83.8 + 0.2 Unknown 140343 + 78.7 + 178346 78.6 - 178535 - 78.5 0.1 White - 1100939 - 90.2 - 1220520 + 1102143 + 90.3 + 1221115 90.2 - 0.0 + 0.1 ethnicity 16 groups African - 14224 - 71.0 + 14343 + 71.6 20020 - 70.8 + 71.4 0.2 Bangladeshi or British Bangladeshi - 4396 + 4403 88.8 - 4949 + 4956 88.8 0.0 Caribbean - 5663 - 60.1 + 5698 + 60.5 9415 - 59.9 + 60.3 0.2 Chinese - 5579 - 78.2 - 7133 - 78.1 - 0.1 + 5607 + 77.8 + 7203 + 77.6 + 0.2 Other - 15645 - 70.9 - 22057 - 70.8 - 0.1 + 15715 + 71.2 + 22085 + 71.0 + 0.2 Other Asian - 17360 + 17409 + 82.5 + 21112 82.3 - 21098 - 82.1 0.2 British or Mixed British - 1014153 + 1015056 92.5 - 1096578 + 1096998 92.5 0.0 Indian or British Indian - 31157 - 87.0 - 35805 - 86.9 - 0.1 + 31220 + 87.1 + 35833 + 87.1 + 0.0 Irish - 6769 + 6783 84.8 - 7987 + 8001 84.7 0.1 Other Black - 5845 - 68.8 - 8498 - 68.6 + 5887 + 69.1 + 8519 + 68.9 0.2 Other White - 80024 - 69.0 - 115962 - 68.9 + 80290 + 69.2 + 116088 + 69.1 0.1 Other mixed - 4207 - 73.9 - 5691 - 73.8 - 0.1 + 4221 + 74.1 + 5698 + 74.1 + 0.0 Pakistani or British Pakistani - 19215 - 79.1 - 24283 - 78.9 + 19362 + 79.6 + 24339 + 79.4 0.2 Unknown - 140336 + 140350 + 78.7 + 178360 78.6 - 178528 - 78.5 0.1 White + Asian - 2506 - 83.6 - 2996 - 83.6 - 0.0 + 2520 + 83.9 + 3003 + 83.7 + 0.2 White + Black African - 2436 - 73.1 + 2450 + 73.5 3332 - 72.9 + 73.3 0.2 White + Black Caribbean - 2499 - 71.8 - 3479 - 71.6 + 2506 + 71.9 + 3486 + 71.7 0.2 Index of Multiple Deprivation (quintiles) 1 Most deprived - 219639 - 80.6 - 272580 - 80.5 + 220171 + 80.8 + 272629 + 80.7 0.1 2 - 248843 - 84.9 - 292957 - 84.9 - 0.0 + 249368 + 85.1 + 293188 + 85.0 + 0.1 3 - 290773 - 88.1 - 329952 + 291102 + 88.2 + 330155 88.1 - 0.0 + 0.1 4 - 294924 + 295211 90.2 - 327033 - 90.1 - 0.1 + 327187 + 90.2 + 0.0 5 Least deprived - 288827 + 288813 92.5 - 312319 - 92.4 - 0.1 + 312193 + 92.5 + 0.0 Unknown - 29015 + 29148 + 88.1 + 33096 88.0 - 32963 - 87.9 0.1 BMI 30+ - 317016 + 317737 + 92.6 + 343273 92.5 - 342769 - 92.4 0.1 under 30 - 1054998 - 86.1 - 1225035 + 1056076 + 86.2 + 1225168 86.1 - 0.0 + 0.1 Chronic cardiac disease no - 1327305 - 87.4 - 1518475 + 1328936 + 87.5 + 1518951 87.4 - 0.0 + 0.1 yes - 44709 - 90.6 - 49329 + 44877 + 90.7 + 49490 90.6 - 0.0 + 0.1 Current COPD no - 1355074 + 1356838 + 87.6 + 1549415 87.5 - 1548778 - 87.4 0.1 yes - 16940 - 89.0 - 19026 - 89.0 - 0.0 + 16975 + 89.2 + 19033 + 89.1 + 0.1 DMARDs no - 1354199 - 87.4 - 1548736 - 87.4 + 1355977 + 87.5 + 1549345 + 87.5 0.0 yes - 17815 + 17843 93.4 - 19075 + 19096 93.4 0.0 Psychosis, schizophrenia, or bipolar no - 1355718 + 1357447 + 87.7 + 1548498 87.6 - 1547896 - 87.5 0.1 yes - 16296 - 81.8 - 19915 - 81.7 + 16366 + 82.1 + 19943 + 82.0 0.1 SSRI (last 12 months) no - 1263444 - 87.0 - 1452094 + 1265005 + 87.1 + 1452542 87.0 - 0.0 + 0.1 yes - 108570 - 93.8 - 115717 - 93.8 + 108815 + 93.9 + 115899 + 93.9 0.0 @@ -5783,8 +5796,8 @@

    - Vaccinated at 19 Aug (n) - Vaccinated at 19 Aug (%) + Vaccinated at 01 Sep (n) + Vaccinated at 01 Sep (%) Total eligible Previous week's vaccination coverage (%) Vaccinated over last 7d (%) @@ -5803,263 +5816,263 @@

    Sex F - 1195586 - 84.4 - 1417038 - 84.3 + 1199128 + 84.6 + 1417815 + 84.5 0.1 M - 1166221 - 75.4 - 1546041 - 75.3 - 0.1 + 1170211 + 75.7 + 1546825 + 75.5 + 0.2 Ethnicity (broad categories) Black - 56287 - 62.7 - 89754 - 62.4 + 56959 + 63.4 + 89859 + 63.1 0.3 Mixed - 28462 - 67.8 - 41986 - 67.6 + 28637 + 68.2 + 42007 + 68.0 0.2 Other - 58142 - 65.5 - 88725 - 65.3 + 58569 + 65.8 + 88963 + 65.6 0.2 South Asian - 202069 - 76.2 - 265216 - 76.0 + 203280 + 76.6 + 265475 + 76.4 0.2 Unknown - 222264 - 69.0 - 321951 - 68.9 + 222754 + 69.2 + 321832 + 69.1 0.1 White - 1794590 + 1799140 + 83.4 + 2156504 83.3 - 2155447 - 83.2 0.1 ethnicity 16 groups African - 37863 - 66.4 - 57008 - 66.1 + 38304 + 67.1 + 57071 + 66.8 0.3 Bangladeshi or British Bangladeshi - 15358 - 81.8 - 18781 - 81.7 - 0.1 + 15414 + 82.1 + 18774 + 81.9 + 0.2 Caribbean - 7217 - 49.1 - 14700 - 48.9 + 7301 + 49.6 + 14707 + 49.4 0.2 Chinese - 14658 + 14777 69.9 - 20979 + 21140 69.6 0.3 Other - 43470 - 64.2 - 67739 - 64.0 + 43792 + 64.6 + 67837 + 64.4 0.2 Other Asian - 47355 - 75.3 - 62860 - 75.1 + 47621 + 75.7 + 62944 + 75.5 0.2 British or Mixed British - 1576785 + 1580159 + 88.2 + 1791216 88.1 - 1790341 - 88.0 0.1 Indian or British Indian - 85785 - 78.3 - 109529 - 78.2 - 0.1 + 86093 + 78.6 + 109578 + 78.4 + 0.2 Irish - 11109 - 75.3 - 14749 - 75.2 + 11158 + 75.5 + 14777 + 75.4 0.1 Other Black - 11193 - 62.1 - 18032 - 61.8 + 11354 + 62.8 + 18074 + 62.5 0.3 Other White - 206675 - 59.0 - 350343 - 58.8 + 207837 + 59.3 + 350518 + 59.1 0.2 Other mixed - 10962 - 65.8 - 16660 - 65.6 + 11011 + 66.2 + 16639 + 66.0 0.2 Pakistani or British Pakistani - 53571 - 72.3 - 74053 - 72.1 - 0.2 + 54159 + 73.0 + 74172 + 72.7 + 0.3 Unknown - 222285 - 69.0 - 321965 - 68.9 + 222733 + 69.2 + 321811 + 69.1 0.1 White + Asian - 6370 - 75.9 - 8393 - 75.8 + 6405 + 76.1 + 8414 + 76.0 0.1 White + Black African - 6734 - 69.2 - 9737 - 68.9 - 0.3 + 6783 + 69.6 + 9744 + 69.4 + 0.2 White + Black Caribbean - 4410 - 61.1 + 4445 + 61.6 7217 - 61.0 - 0.1 + 61.4 + 0.2 Index of Multiple Deprivation (quintiles) 1 Most deprived - 403501 - 70.5 - 572516 - 70.3 - 0.2 + 405447 + 70.8 + 572551 + 70.7 + 0.1 2 - 437983 - 75.8 - 578011 - 75.6 - 0.2 + 439740 + 76.0 + 578242 + 75.9 + 0.1 3 - 488684 - 80.3 - 608923 - 80.1 - 0.2 + 490245 + 80.5 + 609343 + 80.4 + 0.1 4 - 488516 + 489657 + 84.0 + 582932 83.9 - 582575 - 83.8 0.1 5 Least deprived - 481278 + 481964 + 88.1 + 547134 88.0 - 546994 - 87.9 0.1 Unknown - 61838 + 62286 + 83.7 + 74438 83.5 - 74067 - 83.4 - 0.1 + 0.2 @@ -6114,8 +6127,8 @@

    - Vaccinated at 19 Aug (n) - Vaccinated at 19 Aug (%) + Vaccinated at 01 Sep (n) + Vaccinated at 01 Sep (%) Total eligible Previous week's vaccination coverage (%) Vaccinated over last 7d (%) @@ -6134,262 +6147,262 @@

    Sex F - 1172458 - 72.7 - 1613745 - 72.3 - 0.4 + 1182909 + 73.3 + 1614802 + 73.0 + 0.3 M - 1109969 - 64.4 - 1722511 - 64.2 + 1119090 + 64.9 + 1723813 + 64.7 0.2 Ethnicity (broad categories) Black - 45717 - 48.5 - 94332 - 47.9 - 0.6 + 46823 + 49.5 + 94500 + 49.0 + 0.5 Mixed - 33964 - 55.8 - 60907 - 55.4 + 34433 + 56.5 + 60970 + 56.1 0.4 Other - 63749 - 53.2 - 119805 - 52.9 + 64631 + 53.8 + 120085 + 53.5 0.3 South Asian - 216783 - 64.3 - 336945 - 63.9 - 0.4 + 219779 + 65.1 + 337358 + 64.8 + 0.3 Unknown - 210238 - 61.5 - 341922 - 61.2 - 0.3 + 211729 + 61.9 + 341915 + 61.7 + 0.2 White - 1711983 - 71.9 - 2382345 - 71.6 - 0.3 + 1724597 + 72.3 + 2383787 + 72.1 + 0.2 ethnicity 16 groups African - 31388 - 53.2 - 59031 - 52.5 - 0.7 + 32123 + 54.3 + 59122 + 53.8 + 0.5 Bangladeshi or British Bangladeshi - 15554 - 69.0 - 22526 - 68.6 - 0.4 + 15715 + 69.8 + 22519 + 69.5 + 0.3 Caribbean - 5397 - 34.1 - 15834 - 33.6 - 0.5 + 5551 + 35.0 + 15848 + 34.6 + 0.4 Chinese - 15771 - 51.5 - 30597 - 51.3 - 0.2 + 15904 + 51.8 + 30674 + 51.7 + 0.1 Other - 48006 - 53.8 - 89229 - 53.4 + 48720 + 54.5 + 89411 + 54.1 0.4 Other Asian - 47985 - 63.6 - 75474 - 63.2 - 0.4 + 48587 + 64.3 + 75544 + 64.0 + 0.3 British or Mixed British - 1470406 - 79.0 - 1860572 - 78.8 + 1480304 + 79.5 + 1861699 + 79.3 0.2 Indian or British Indian - 96047 - 66.9 - 143556 - 66.6 + 97090 + 67.5 + 143766 + 67.2 0.3 Irish - 10234 - 61.5 - 16639 - 61.3 + 10311 + 61.9 + 16653 + 61.7 0.2 Other Black - 8925 - 45.9 - 19460 - 45.3 - 0.6 + 9149 + 46.9 + 19516 + 46.4 + 0.5 Other White - 231357 - 45.8 - 505120 - 45.6 + 234003 + 46.3 + 505421 + 46.1 0.2 Other mixed - 13888 - 55.3 - 25095 - 55.0 + 14070 + 56.0 + 25109 + 55.7 0.3 Pakistani or British Pakistani - 57183 - 60.0 - 95382 - 59.4 - 0.6 + 58401 + 61.1 + 95536 + 60.6 + 0.5 Unknown - 210224 - 61.5 - 341922 - 61.2 - 0.3 + 211715 + 61.9 + 341915 + 61.7 + 0.2 White + Asian - 7861 - 66.5 - 11816 - 66.1 + 7952 + 67.2 + 11837 + 66.8 0.4 White + Black African - 5950 - 56.5 - 10535 - 56.0 - 0.5 + 6055 + 57.3 + 10563 + 56.9 + 0.4 White + Black Caribbean - 6251 - 46.4 - 13461 - 46.1 + 6349 + 47.1 + 13475 + 46.8 0.3 Index of Multiple Deprivation (quintiles) 1 Most deprived - 436933 - 58.4 - 748237 - 58.1 + 441707 + 59.0 + 748272 + 58.7 0.3 2 - 460908 - 64.3 - 716968 - 64.0 - 0.3 + 465045 + 64.8 + 717276 + 64.6 + 0.2 3 - 474404 - 69.6 - 682010 - 69.3 + 478198 + 70.1 + 682479 + 69.8 0.3 4 - 437780 - 74.2 - 589750 - 74.0 + 440860 + 74.7 + 590149 + 74.5 0.2 5 Least deprived - 379750 - 79.2 - 479780 - 78.9 - 0.3 + 382151 + 79.6 + 480095 + 79.4 + 0.2 Unknown - 92666 - 77.5 - 119511 - 77.2 + 94031 + 78.1 + 120337 + 77.8 0.3 @@ -6445,8 +6458,8 @@

    - Vaccinated at 19 Aug (n) - Vaccinated at 19 Aug (%) + Vaccinated at 01 Sep (n) + Vaccinated at 01 Sep (%) Total eligible Previous week's vaccination coverage (%) Vaccinated over last 7d (%) @@ -6465,262 +6478,262 @@

    Sex F - 1148980 - 66.6 - 1726060 - 66.0 - 0.6 + 1168636 + 67.6 + 1727635 + 67.1 + 0.5 M - 1093603 - 62.1 - 1759940 - 61.5 + 1114666 + 63.3 + 1761935 + 62.7 0.6 Ethnicity (broad categories) Black - 37513 - 37.6 - 99792 - 36.8 - 0.8 + 39466 + 39.5 + 99967 + 38.6 + 0.9 Mixed - 38262 - 51.1 - 74893 - 50.4 - 0.7 + 39200 + 52.3 + 74998 + 51.7 + 0.6 Other - 55188 - 40.0 - 137956 - 39.5 + 56574 + 41.0 + 138061 + 40.5 0.5 South Asian - 171339 - 58.8 - 291459 - 57.9 - 0.9 + 176484 + 60.4 + 292264 + 59.6 + 0.8 Unknown - 359569 - 64.2 - 560245 - 63.6 - 0.6 + 365687 + 65.2 + 560497 + 64.7 + 0.5 White - 1580712 - 68.1 - 2321662 - 67.5 - 0.6 + 1605891 + 69.1 + 2323776 + 68.6 + 0.5 ethnicity 16 groups African - 24066 - 40.2 - 59822 - 39.3 - 0.9 + 25347 + 42.3 + 59920 + 41.3 + 1.0 Bangladeshi or British Bangladeshi - 13895 - 61.3 - 22680 - 60.4 - 0.9 + 14343 + 63.2 + 22708 + 62.4 + 0.8 Caribbean - 4963 - 30.1 - 16485 - 29.6 + 5173 + 31.4 + 16471 + 30.9 0.5 Chinese - 17528 - 32.0 - 54831 - 31.6 - 0.4 + 17878 + 32.6 + 54775 + 32.3 + 0.3 Other - 37688 - 45.3 - 83132 - 44.8 - 0.5 + 38710 + 46.5 + 83300 + 45.9 + 0.6 Other Asian - 38318 - 57.3 - 66899 - 56.5 + 39305 + 58.7 + 67011 + 57.9 0.8 British or Mixed British - 1424248 - 73.5 - 1936725 - 73.0 + 1446018 + 74.6 + 1938328 + 74.1 0.5 Indian or British Indian - 73850 - 69.1 - 106827 - 68.3 - 0.8 + 75621 + 70.5 + 107212 + 69.8 + 0.7 Irish - 7483 - 58.8 - 12719 - 58.3 - 0.5 + 7602 + 59.6 + 12761 + 59.3 + 0.3 Other Black - 8484 - 36.1 - 23492 - 35.4 - 0.7 + 8932 + 37.9 + 23548 + 37.1 + 0.8 Other White - 149002 - 40.0 - 372225 - 39.6 + 152313 + 40.9 + 372736 + 40.5 0.4 Other mixed - 14245 - 50.2 - 28371 - 49.6 - 0.6 + 14574 + 51.4 + 28378 + 50.7 + 0.7 Pakistani or British Pakistani - 45276 - 47.6 - 95088 - 46.7 + 47215 + 49.5 + 95333 + 48.6 0.9 Unknown - 359499 - 64.2 - 560147 - 63.6 - 0.6 + 365638 + 65.2 + 560455 + 64.7 + 0.5 White + Asian - 10332 - 63.6 - 16254 - 62.8 - 0.8 + 10535 + 64.6 + 16296 + 64.1 + 0.5 White + Black African - 5600 - 47.0 - 11921 - 46.1 - 0.9 + 5782 + 48.4 + 11949 + 47.7 + 0.7 White + Black Caribbean - 8092 - 44.0 - 18375 - 43.4 - 0.6 + 8316 + 45.2 + 18382 + 44.7 + 0.5 Index of Multiple Deprivation (quintiles) 1 Most deprived - 414477 - 52.5 - 789516 - 51.9 + 424445 + 53.7 + 790118 + 53.1 0.6 2 - 452032 - 60.6 - 745444 - 60.0 + 461076 + 61.8 + 746249 + 61.2 0.6 3 - 471408 - 66.7 - 707035 - 66.1 + 479766 + 67.8 + 707714 + 67.2 0.6 4 - 434924 - 71.0 - 612976 - 70.4 - 0.6 + 441518 + 71.9 + 613725 + 71.5 + 0.4 5 Least deprived - 391531 - 75.5 - 518714 - 74.9 - 0.6 + 396368 + 76.4 + 518553 + 76.0 + 0.4 Unknown - 78204 - 69.6 - 112322 - 69.0 + 80115 + 70.8 + 113204 + 70.2 0.6 @@ -6733,6 +6746,200 @@

    +
    +

    Footnotes:

    +
      +
    • Patient counts rounded to the nearest 7
      • +
    + +
    + +

    + +
    + + +
    +

    Cumulative vaccination figures among 16-17 population

    Please refer to footnotes below table for information.

    + +
    + +
    + +
    + + +
    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    Vaccinated at 01 Sep (n)Vaccinated at 01 Sep (%)Total eligiblePrevious week's vaccination coverage (%)Vaccinated over last 7d (%)
    CategoryGroup
    overalloverall24593746.852570739.57.3
    SexF12619649.125684441.87.3
    M11972844.526883537.47.1
    Ethnicity (broad categories)Black310819.01640115.04.0
    Mixed448733.81328628.35.5
    Other413032.31276826.85.5
    South Asian1495234.84291728.06.8
    Unknown5558049.111319041.27.9
    White16366750.032711042.77.3
    Index of Multiple Deprivation (quintiles)1 Most deprived3817132.211867127.05.2
    24102041.39944234.46.9
    34937148.910100341.37.6
    45312354.29796546.08.2
    5 Least deprived5911560.49782551.58.9
    Unknown511747.51077339.97.6
    +
    +
    + +
    + +
    + +

    Footnotes:

      @@ -6811,64 +7018,69 @@

      Ap 80+ - 1090712 + 1087436 94.9 70-79 - 2062690 + 2061885 93.6 care home - 86471 + 86807 97.6 shielding (aged 16-69) - 837151 + 838964 96.4 65-69 - 1073037 + 1072771 91.3 LD (aged 16-64) - 82992 + 83076 92.4 60-64 - 1279775 + 1279649 89.7 55-59 - 1515325 + 1515689 89.4 50-54 - 1567818 + 1568455 88.6 40-49 - 2963121 + 2964689 89.1 30-39 - 3336340 + 3338706 89.8 18-29 - 3486238 + 3489808 83.9 + + 16-17 + 525707 + 78.5 +

    diff --git a/released-outputs/second_doses.html b/released-outputs/second_doses.html index d9b864f..5d5d6f8 100644 --- a/released-outputs/second_doses.html +++ b/released-outputs/second_doses.html @@ -46,7 +46,7 @@

    -

    Report last updated 25 Aug 2021

    +

    Report last updated 06 Sep 2021

    @@ -55,7 +55,7 @@

    Report last updated 25 Aug 2021
    -

    Second dose vaccinations included up to 19 Aug 2021 inclusive

    +

    Second dose vaccinations included up to 01 Sep 2021 inclusive

    @@ -64,7 +64,7 @@

    Second do
    -

    Only persons who had their first dose between the start of the campaign (7 Dec 2020) and 14 weeks ago (13 May 2021) are included in the 'due' group.

    +

    Only persons who had their first dose between the start of the campaign (7 Dec 2020) and 14 weeks ago (26 May 2021) are included in the 'due' group.

    @@ -143,7 +143,7 @@

    - Second Doses due at 19 Aug (n) + Second Doses due at 01 Sep (n) Second doses overdue (n) Second doses given (n) Second doses given (% of due) @@ -163,215 +163,215 @@

    Sex F - 607,649 - 7,658 - 599,991 + 606,228 + 7,581 + 598,647 98.7 - 633,052 + 631,225 M - 440,342 - 4,795 - 435,547 + 439,145 + 4,753 + 434,392 98.9 - 457,660 + 456,211 Age band 80-84 - 559,447 - 5,957 - 553,490 + 558,845 + 5,887 + 552,958 98.9 - 580,636 + 579,726 85-89 - 326,704 - 4,074 - 322,630 + 325,766 + 4,018 + 321,748 98.8 - 339,675 + 338,541 90+ - 161,833 - 2,415 - 159,418 + 160,762 + 2,429 + 158,333 98.5 - 170,401 + 169,169 Ethnicity (broad categories) Black - 8,218 - 224 + 8,225 + 231 7,994 - 97.3 - 10,864 + 97.2 + 10,829 Mixed 2,695 - 63 - 2,632 - 97.7 - 3,234 + 56 + 2,639 + 97.9 + 3,220 Other 5,523 - 105 - 5,418 - 98.1 - 6,629 + 112 + 5,411 + 98.0 + 6,608 South Asian - 24,199 + 24,248 658 - 23,541 + 23,590 97.3 - 27,734 + 27,685 Unknown - 47,985 + 47,936 553 - 47,432 + 47,383 98.8 - 55,741 + 55,685 White - 959,371 - 10,850 - 948,521 + 956,746 + 10,731 + 946,015 98.9 - 986,524 + 983,409 ethnicity 16 groups African - 1,379 - 42 - 1,337 - 97.0 - 2,072 + 1,393 + 49 + 1,344 + 96.5 + 2,065 Bangladeshi or British Bangladeshi - 1,050 - 28 + 1,057 + 35 1,022 - 97.3 - 1,274 + 96.7 + 1,267 Caribbean - 5,866 - 154 + 5,859 + 147 5,712 - 97.4 - 7,462 + 97.5 + 7,434 Chinese 1,330 - 28 - 1,302 - 97.9 + 21 + 1,309 + 98.4 1,659 Other - 4,193 - 77 - 4,116 - 98.2 - 4,977 + 4,200 + 91 + 4,109 + 97.8 + 4,963 Other Asian - 3,605 + 3,612 70 - 3,535 + 3,542 98.1 - 4,298 + 4,291 British or Mixed British - 911,505 - 10,038 - 901,467 + 908,887 + 9,912 + 898,975 98.9 - 934,836 + 931,798 Indian or British Indian - 13,384 - 266 + 13,391 + 273 13,118 98.0 - 14,637 + 14,623 Irish - 8,953 - 154 - 8,799 - 98.3 - 9,401 + 8,918 + 140 + 8,778 + 98.4 + 9,366 Other Black - 966 - 28 + 973 + 35 938 - 97.1 - 1,330 + 96.4 + 1,323 Other White - 38,920 - 665 - 38,255 + 38,934 + 672 + 38,262 98.3 - 42,280 + 42,245 Other mixed - 1,001 + 994 21 - 980 + 973 97.9 - 1,148 + 1,134 Pakistani or British Pakistani - 6,153 + 6,195 280 - 5,873 - 95.4 - 7,518 + 5,915 + 95.5 + 7,504 Unknown - 47,978 - 553 - 47,425 + 47,936 + 560 + 47,376 98.8 - 55,734 + 55,685 White + Asian @@ -391,188 +391,188 @@

    Index of Multiple Deprivation (quintiles) 1 Most deprived - 130,536 - 2,191 - 128,345 + 130,151 + 2,170 + 127,981 98.3 - 140,000 + 139,412 2 - 172,711 - 2,499 - 170,212 + 172,277 + 2,485 + 169,792 98.6 - 181,601 + 181,006 3 - 235,235 - 2,695 - 232,540 + 234,780 + 2,688 + 232,092 98.9 - 244,195 + 243,621 4 - 244,447 - 2,492 - 241,955 + 243,852 + 2,471 + 241,381 99.0 - 252,385 + 251,671 5 Least deprived - 246,106 - 2,324 - 243,782 + 245,371 + 2,268 + 243,103 99.1 - 252,574 + 251,762 Unknown 18,949 - 252 - 18,697 - 98.7 + 266 + 18,683 + 98.6 19,957 BMI 30+ - 184,009 - 1,960 - 182,049 + 183,442 + 1,939 + 181,503 98.9 - 188,993 + 188,293 under 30 - 863,975 - 10,486 - 853,489 + 861,931 + 10,395 + 851,536 98.8 - 901,719 + 899,136 Chronic cardiac disease no - 727,335 - 8,582 - 718,753 + 725,228 + 8,498 + 716,730 98.8 - 760,907 + 758,366 yes - 320,656 - 3,871 - 316,785 + 320,145 + 3,843 + 316,302 98.8 - 329,805 + 329,063 Current COPD no - 937,300 - 11,109 - 926,191 + 934,983 + 11,004 + 923,979 98.8 - 976,976 + 974,078 yes - 110,684 - 1,337 - 109,347 + 110,390 + 1,330 + 109,060 98.8 - 113,736 + 113,358 Dialysis no - 1,046,024 - 12,418 - 1,033,606 + 1,043,399 + 12,299 + 1,031,100 98.8 - 1,088,689 + 1,085,406 yes - 1,967 + 1,974 35 - 1,932 + 1,939 98.2 - 2,023 + 2,030 DMARDs no - 1,014,930 - 12,068 - 1,002,862 + 1,012,389 + 11,956 + 1,000,433 98.8 - 1,056,965 + 1,053,787 yes - 33,054 + 32,984 378 - 32,676 + 32,606 98.9 - 33,747 + 33,649 Dementia no - 958,349 - 10,626 - 947,723 + 955,836 + 10,507 + 945,329 98.9 - 997,360 + 994,259 yes - 89,642 + 89,537 1,827 - 87,815 + 87,710 98.0 - 93,352 + 93,177 Psychosis, schizophrenia, or bipolar no - 1,040,151 - 12,278 - 1,027,873 + 1,037,575 + 12,166 + 1,025,409 98.8 - 1,082,270 + 1,079,043 yes - 7,840 + 7,805 175 - 7,665 + 7,630 97.8 - 8,442 + 8,393 Learning disability no - 1,047,501 - 12,432 - 1,035,069 + 1,044,890 + 12,320 + 1,032,570 98.8 - 1,090,194 + 1,086,918 yes @@ -585,79 +585,79 @@

    SSRI (last 12 months) no - 1,006,054 - 11,865 - 994,189 + 1,003,492 + 11,767 + 991,725 98.8 - 1,047,844 + 1,044,638 yes - 41,930 - 581 - 41,349 + 41,881 + 567 + 41,314 98.6 - 42,868 + 42,791 Chemo or radiotherapy no - 1,011,794 - 12,026 - 999,768 + 1,009,267 + 11,921 + 997,346 98.8 - 1,053,696 + 1,050,532 yes - 36,190 - 420 - 35,770 - 98.8 - 37,016 + 36,106 + 413 + 35,693 + 98.9 + 36,904 Cancer (lung) no - 1,040,767 - 12,369 - 1,028,398 + 1,038,149 + 12,257 + 1,025,892 98.8 - 1,083,299 + 1,080,016 yes - 7,224 + 7,231 84 - 7,140 + 7,147 98.8 - 7,413 + 7,420 Cancer (excluding lung/haem) no - 855,169 - 10,381 - 844,788 + 852,866 + 10,283 + 842,583 98.8 - 893,235 + 890,365 yes - 192,815 - 2,065 - 190,750 + 192,507 + 2,058 + 190,449 98.9 - 197,477 + 197,071 Cancer (haematological) no - 1,028,216 - 12,208 - 1,016,008 + 1,025,598 + 12,089 + 1,013,509 98.8 - 1,070,461 + 1,067,185 yes @@ -665,32 +665,32 @@

    brand of first dose Moderna - 21 - 0 - 21 - 100.0 - 105 + 35 + 7 + 28 + 80.0 + 112 Oxford-AZ - 283,787 - 5,852 - 277,935 + 282,660 + 5,817 + 276,843 97.9 - 285,488 + 283,899 Pfizer - 763,504 - 6,573 - 756,931 + 762,006 + 6,489 + 755,517 99.1 - 764,722 + 763,084 Unknown @@ -790,7 +790,7 @@

    -

    @@ -840,7 +840,7 @@

    - Second Doses due at 19 Aug (n) + Second Doses due at 01 Sep (n) Second doses overdue (n) Second doses given (n) Second doses given (% of due) @@ -860,102 +860,102 @@

    Sex F - 1,036,595 - 10,220 - 1,026,375 + 1,037,155 + 10,136 + 1,027,019 99.0 - 1,083,243 + 1,082,977 M - 934,990 - 8,575 - 926,415 + 935,263 + 8,533 + 926,730 99.1 - 979,433 + 978,901 Age band 70-74 - 1,142,281 - 10,605 - 1,131,676 + 1,143,072 + 10,577 + 1,132,495 99.1 - 1,200,073 + 1,199,828 75-79 - 829,304 - 8,183 - 821,121 + 829,353 + 8,099 + 821,254 99.0 - 862,610 + 862,050 Ethnicity (broad categories) Black - 10,696 + 10,766 301 - 10,395 + 10,465 97.2 - 14,707 + 14,700 Mixed - 5,355 - 105 - 5,250 - 98.0 - 6,482 + 5,376 + 112 + 5,264 + 97.9 + 6,475 Other - 12,411 - 210 - 12,201 - 98.3 - 15,428 + 12,481 + 224 + 12,257 + 98.2 + 15,449 South Asian - 47,824 - 1,085 - 46,739 + 48,083 + 1,099 + 46,984 97.7 - 54,838 + 54,852 Unknown - 117,600 - 1,064 - 116,536 + 117,551 + 1,057 + 116,494 99.1 - 133,021 + 132,839 White - 1,777,699 - 16,023 - 1,761,676 + 1,778,161 + 15,876 + 1,762,285 99.1 - 1,838,200 + 1,837,556 ethnicity 16 groups African - 3,507 - 119 - 3,388 - 96.6 + 3,563 + 126 + 3,437 + 96.5 5,250 @@ -968,75 +968,75 @@

    Index of Multiple Deprivation (quintiles) 1 Most deprived - 250,621 + 250,663 3,374 - 247,247 + 247,289 98.7 - 269,780 + 269,402 2 - 329,161 - 3,626 - 325,535 + 329,511 + 3,619 + 325,892 98.9 348,292 3 - 441,238 - 4,151 - 437,087 + 441,469 + 4,109 + 437,360 99.1 - 460,544 + 460,418 4 - 458,808 - 3,668 - 455,140 + 458,962 + 3,640 + 455,322 99.2 - 476,287 + 476,182 5 Least deprived - 454,531 - 3,521 - 451,010 + 454,517 + 3,479 + 451,038 99.2 - 468,230 + 467,985 Unknown - 37,226 + 37,310 455 - 36,771 + 36,855 98.8 - 39,550 + 39,606 BMI 30+ - 494,557 - 4,410 - 490,147 + 494,368 + 4,340 + 490,028 99.1 - 509,740 + 509,166 under 30 - 1,477,028 - 14,385 - 1,462,643 + 1,478,050 + 14,322 + 1,463,728 99.0 - 1,552,936 + 1,552,712 Chronic cardiac disease no - 1,607,291 - 15,064 - 1,592,227 + 1,607,431 + 15,008 + 1,592,423 99.1 - 1,686,433 + 1,685,250 yes - 364,294 - 3,731 - 360,563 + 364,987 + 3,654 + 361,333 99.0 - 376,250 + 376,628 Current COPD no - 1,781,017 - 16,744 - 1,764,273 + 1,781,780 + 16,639 + 1,765,141 99.1 - 1,866,018 + 1,865,304 yes - 190,568 - 2,044 - 188,524 + 190,645 + 2,037 + 188,608 98.9 - 196,658 + 196,574 Dialysis no - 1,967,595 - 18,732 - 1,948,863 - 99.0 - 2,058,539 + 1,968,428 + 18,613 + 1,949,815 + 99.1 + 2,057,748 yes - 3,990 + 3,997 56 - 3,934 + 3,941 98.6 - 4,137 + 4,130 DMARDs no - 1,900,549 - 18,123 - 1,882,426 - 99.0 - 1,990,002 + 1,901,340 + 18,011 + 1,883,329 + 99.1 + 1,989,204 yes - 71,036 - 672 - 70,364 + 71,085 + 665 + 70,420 99.1 72,674 Dementia no - 1,927,835 - 18,060 - 1,909,775 + 1,928,493 + 17,948 + 1,910,545 99.1 - 2,017,092 + 2,016,161 yes - 43,750 - 728 - 43,022 - 98.3 - 45,584 + 43,925 + 721 + 43,204 + 98.4 + 45,717 Psychosis, schizophrenia, or bipolar no - 1,952,923 - 18,403 - 1,934,520 + 1,953,707 + 18,298 + 1,935,409 99.1 - 2,042,264 + 2,041,459 yes - 18,662 - 385 - 18,277 - 97.9 + 18,718 + 378 + 18,340 + 98.0 20,419 Learning disability no - 1,968,764 - 18,718 - 1,950,046 - 99.0 - 2,059,694 + 1,969,604 + 18,599 + 1,951,005 + 99.1 + 2,058,903 yes @@ -1269,125 +1269,125 @@

    SSRI (last 12 months) no - 1,870,547 - 17,731 - 1,852,816 + 1,871,310 + 17,598 + 1,853,712 99.1 - 1,959,265 + 1,958,495 yes - 101,038 - 1,057 - 99,981 - 99.0 - 103,411 + 101,108 + 1,064 + 100,044 + 98.9 + 103,383 Chemo or radiotherapy no - 1,902,691 - 18,165 - 1,884,526 - 99.0 - 1,992,095 + 1,903,377 + 18,060 + 1,885,317 + 99.1 + 1,991,185 yes - 68,894 - 623 - 68,271 + 69,041 + 609 + 68,432 99.1 - 70,588 + 70,693 Cancer (lung) no - 1,958,782 - 18,641 - 1,940,141 - 99.0 - 2,049,530 + 1,959,587 + 18,522 + 1,941,065 + 99.1 + 2,048,704 yes - 12,803 - 154 - 12,649 - 98.8 - 13,146 + 12,838 + 147 + 12,691 + 98.9 + 13,174 Cancer (excluding lung/haem) no - 1,687,266 - 16,275 - 1,670,991 + 1,687,532 + 16,191 + 1,671,341 99.0 - 1,770,853 + 1,769,628 yes - 284,319 - 2,513 - 281,806 + 284,893 + 2,485 + 282,408 99.1 - 291,823 + 292,250 Cancer (haematological) no - 1,941,373 - 18,459 - 1,922,914 - 99.0 - 2,031,638 + 1,942,136 + 18,354 + 1,923,782 + 99.1 + 2,030,777 yes - 30,212 - 329 - 29,883 - 98.9 - 31,045 + 30,289 + 315 + 29,974 + 99.0 + 31,101 brand of first dose Moderna - 140 + 182 21 - 119 - 85.0 - 399 + 161 + 88.5 + 413 Oxford-AZ - 1,184,351 - 13,181 - 1,171,170 + 1,184,204 + 13,097 + 1,171,107 98.9 - 1,187,536 + 1,186,493 Pfizer - 785,834 - 5,530 - 780,304 + 786,751 + 5,474 + 781,277 99.3 - 789,719 + 790,090 Unknown - 1,260 - 63 - 1,197 - 95.0 1,281 + 70 + 1,211 + 94.5 + 1,295 @@ -1479,7 +1479,7 @@

    -

    - Second Doses due at 19 Aug (n) + Second Doses due at 01 Sep (n) Second doses overdue (n) Second doses given (n) Second doses given (% of due) @@ -1549,102 +1549,102 @@

    Sex F - 58,660 - 1,771 - 56,889 + 58,870 + 1,778 + 57,092 97.0 - 61,313 + 61,516 M - 23,786 - 938 - 22,848 + 23,905 + 924 + 22,981 96.1 - 25,158 + 25,291 Age band 65-69 - 4,578 - 189 - 4,389 - 95.9 - 4,921 - - - 70-74 - 7,133 - 273 - 6,860 - 96.2 - 7,623 + 4,613 + 182 + 4,431 + 96.1 + 4,949 + + + 70-74 + 7,175 + 280 + 6,895 + 96.1 + 7,658 75-79 - 9,905 + 9,996 392 - 9,513 - 96.0 - 10,437 + 9,604 + 96.1 + 10,535 80-84 - 14,833 + 14,945 504 - 14,329 + 14,441 96.6 - 15,526 + 15,638 85-89 - 19,544 + 19,635 616 - 18,928 - 96.8 - 20,454 + 19,019 + 96.9 + 20,545 90+ - 26,460 - 742 - 25,718 + 26,404 + 728 + 25,676 97.2 - 27,503 + 27,482 Ethnicity (broad categories) Black - 420 - 14 + 427 + 21 406 - 96.7 - 497 + 95.1 + 504 Mixed - 224 + 231 14 - 210 - 93.8 - 238 + 217 + 93.9 + 252 Other - 343 + 350 14 - 329 - 95.9 - 364 + 336 + 96.0 + 371 South Asian @@ -1660,32 +1660,32 @@

    Dementia no - 36,792 - 1,253 - 35,539 + 36,918 + 1,246 + 35,672 96.6 - 39,039 + 39,186 yes - 45,661 - 1,463 - 44,198 + 45,850 + 1,449 + 44,401 96.8 - 47,432 + 47,621 brand of first dose @@ -1698,19 +1698,19 @@

    -

    @@ -1848,7 +1848,7 @@

    - Second Doses due at 19 Aug (n) + Second Doses due at 01 Sep (n) Second doses overdue (n) Second doses given (n) Second doses given (% of due) @@ -1868,232 +1868,232 @@

    newly shielded since feb 15 no - 454,832 - 9,877 - 444,955 + 456,897 + 9,856 + 447,041 97.8 - 498,092 + 498,743 yes - 279,811 - 8,946 - 270,865 - 96.8 - 339,059 + 284,263 + 9,240 + 275,023 + 96.7 + 340,221 Sex F - 408,919 - 10,941 - 397,978 + 413,049 + 11,095 + 401,954 97.3 - 470,267 + 471,401 M - 325,710 - 7,882 - 317,828 + 328,097 + 8,008 + 320,089 97.6 - 366,870 + 367,549 Age band 16-29 - 52,724 + 53,529 2,604 - 50,120 + 50,925 95.1 - 70,196 + 70,406 30-39 - 100,429 - 4,039 - 96,390 - 96.0 - 127,939 + 102,144 + 4,165 + 97,979 + 95.9 + 128,219 40-49 - 144,333 - 4,200 - 140,133 + 145,957 + 4,284 + 141,673 97.1 - 167,293 + 167,636 50-59 - 210,350 - 4,599 - 205,751 + 211,750 + 4,676 + 207,074 97.8 - 231,063 + 231,553 60-69 - 226,786 - 3,381 - 223,405 + 227,766 + 3,367 + 224,399 98.5 - 240,646 + 241,143 Ethnicity (broad categories) Black - 30,912 - 1,358 - 29,554 + 31,486 + 1,400 + 30,086 95.6 - 44,688 + 44,765 Mixed - 10,794 - 469 - 10,325 - 95.7 - 14,434 + 10,934 + 476 + 10,458 + 95.6 + 14,448 Other - 13,783 - 455 - 13,328 - 96.7 - 18,298 + 14,028 + 490 + 13,538 + 96.5 + 18,305 South Asian - 88,417 - 3,192 - 85,225 - 96.4 - 108,500 + 90,055 + 3,318 + 86,737 + 96.3 + 108,591 Unknown - 25,564 - 490 - 25,074 + 25,683 + 497 + 25,186 98.1 - 29,862 + 29,820 White - 565,145 - 12,852 - 552,293 + 568,967 + 12,922 + 556,045 97.7 - 621,348 + 623,021 Index of Multiple Deprivation (quintiles) 1 Most deprived - 203,602 - 7,021 - 196,581 - 96.6 - 244,811 + 205,723 + 7,196 + 198,527 + 96.5 + 245,063 2 - 163,471 - 4,431 - 159,040 + 165,074 + 4,508 + 160,566 97.3 - 188,503 + 188,916 3 - 142,758 - 3,234 - 139,524 - 97.7 - 159,439 + 143,787 + 3,220 + 140,567 + 97.8 + 159,768 4 - 114,940 - 2,205 - 112,735 + 115,843 + 2,226 + 113,617 98.1 - 125,454 + 125,853 5 Least deprived - 91,455 + 92,064 1,435 - 90,020 + 90,629 98.4 - 97,804 + 98,098 Unknown - 18,410 - 504 - 17,906 - 97.3 - 21,119 + 18,662 + 518 + 18,144 + 97.2 + 21,245 Learning disability no - 710,003 - 18,158 - 691,845 + 716,387 + 18,424 + 697,963 97.4 - 810,187 + 811,986 yes - 24,626 - 665 - 23,961 + 24,759 + 672 + 24,087 97.3 - 26,950 + 26,957 brand of first dose Moderna - 336 - 49 - 287 - 85.4 - 1,547 + 469 + 56 + 413 + 88.1 + 1,624 Oxford-AZ - 477,995 - 14,420 - 463,575 + 480,431 + 14,294 + 466,137 97.0 - 482,545 + 483,406 Pfizer - 255,808 - 4,333 - 251,475 - 98.3 - 272,405 + 259,763 + 4,739 + 255,024 + 98.2 + 274,295 Unknown - 483 + 490 14 - 469 + 476 97.1 504 @@ -2175,7 +2175,7 @@

    -

    @@ -2225,7 +2225,7 @@

    - Second Doses due at 19 Aug (n) + Second Doses due at 01 Sep (n) Second doses overdue (n) Second doses given (n) Second doses given (% of due) @@ -2245,142 +2245,142 @@

    Sex F - 512,141 - 5,208 - 506,933 + 513,072 + 5,383 + 507,689 99.0 - 549,318 + 549,255 M - 482,937 - 4,739 - 478,198 + 483,756 + 4,858 + 478,898 99.0 - 523,705 + 523,509 Ethnicity (broad categories) Black - 7,588 - 224 - 7,364 - 97.0 + 7,665 + 217 + 7,448 + 97.2 10,899 Mixed - 3,920 - 77 - 3,843 - 98.0 - 4,984 + 3,941 + 84 + 3,857 + 97.9 + 4,977 Other - 9,065 - 161 - 8,904 + 9,142 + 168 + 8,974 98.2 - 12,061 + 12,082 South Asian - 37,303 - 889 - 36,414 - 97.6 - 43,750 + 37,681 + 924 + 36,757 + 97.5 + 43,806 Unknown - 78,918 - 854 - 78,064 + 79,044 + 875 + 78,169 98.9 - 93,709 + 93,541 White - 858,270 - 7,728 - 850,542 + 859,348 + 7,959 + 851,389 99.1 - 907,627 + 907,459 ethnicity 16 groups African - 2,905 + 2,947 112 - 2,793 - 96.1 - 4,312 + 2,835 + 96.2 + 4,305 Bangladeshi or British Bangladeshi - 1,519 - 35 - 1,484 - 97.7 + 1,533 + 42 + 1,491 + 97.3 1,764 Caribbean - 3,150 + 3,171 77 - 3,073 + 3,094 97.6 - 4,508 + 4,501 Chinese - 2,891 - 42 - 2,849 - 98.5 - 3,836 + 2,905 + 35 + 2,870 + 98.8 + 3,850 Other - 6,181 + 6,244 126 - 6,055 + 6,118 98.0 - 8,225 + 8,239 Other Asian - 6,853 - 126 - 6,727 - 98.2 - 8,169 + 6,902 + 140 + 6,762 + 98.0 + 8,183 British or Mixed British - 812,462 - 7,049 - 805,413 + 813,323 + 7,245 + 806,078 99.1 - 850,010 + 849,863 Indian or British Indian - 20,440 - 350 - 20,090 - 98.3 - 23,009 + 20,587 + 371 + 20,216 + 98.2 + 23,030 Irish @@ -2388,357 +2388,357 @@

    Index of Multiple Deprivation (quintiles) 1 Most deprived - 134,085 - 2,086 - 131,999 + 134,491 + 2,128 + 132,363 98.4 - 151,935 + 151,802 2 - 171,045 - 1,932 - 169,113 - 98.9 - 187,859 + 171,444 + 1,995 + 169,449 + 98.8 + 187,810 3 - 221,606 - 2,086 - 219,520 - 99.1 - 237,923 + 221,963 + 2,128 + 219,835 + 99.0 + 237,895 4 - 226,282 - 1,890 - 224,392 - 99.2 - 240,422 + 226,618 + 1,974 + 224,644 + 99.1 + 240,429 5 Least deprived - 221,298 - 1,722 - 219,576 + 221,459 + 1,750 + 219,709 99.2 - 232,190 + 232,085 Unknown - 20,769 - 238 - 20,531 - 98.9 - 22,694 + 20,853 + 259 + 20,594 + 98.8 + 22,743 BMI 30+ - 255,584 - 2,345 - 253,239 + 256,053 + 2,394 + 253,659 99.1 - 268,394 + 268,422 under 30 - 739,494 - 7,602 - 731,892 - 99.0 - 804,629 + 740,768 + 7,840 + 732,928 + 98.9 + 804,342 Chronic cardiac disease no - 887,264 - 8,778 - 878,486 + 888,601 + 9,037 + 879,564 99.0 - 959,091 + 958,643 yes - 107,807 - 1,162 - 106,645 + 108,220 + 1,197 + 107,023 98.9 - 113,932 + 114,121 Current COPD no - 956,704 - 9,457 - 947,247 + 958,468 + 9,737 + 948,731 99.0 - 1,032,353 + 1,032,185 yes - 38,374 + 38,360 497 - 37,877 + 37,863 98.7 - 40,677 + 40,579 DMARDs no - 975,716 - 9,765 - 965,951 + 977,410 + 10,031 + 967,379 99.0 - 1,052,849 + 1,052,583 yes - 19,355 - 175 - 19,180 - 99.1 - 20,174 + 19,411 + 196 + 19,215 + 99.0 + 20,181 Dementia no - 989,499 - 9,842 - 979,657 + 991,200 + 10,122 + 981,078 99.0 - 1,067,045 + 1,066,758 yes - 5,579 - 105 - 5,474 - 98.1 - 5,985 + 5,621 + 112 + 5,509 + 98.0 + 6,006 Psychosis, schizophrenia, or bipolar no - 984,865 - 9,695 - 975,170 + 986,573 + 9,982 + 976,591 99.0 - 1,061,333 + 1,061,074 yes - 10,213 + 10,248 252 - 9,961 + 9,996 97.5 11,690 Learning disability no - 992,775 - 9,891 - 982,884 + 994,525 + 10,185 + 984,340 99.0 - 1,070,517 + 1,070,265 yes - 2,303 - 56 + 2,296 + 49 2,247 - 97.6 - 2,506 + 97.9 + 2,499 SSRI (last 12 months) no - 936,621 - 9,303 - 927,318 + 938,343 + 9,604 + 928,739 99.0 - 1,012,172 + 1,011,997 yes - 58,457 - 644 - 57,813 + 58,478 + 630 + 57,848 98.9 - 60,851 + 60,767 Chemo or radiotherapy no - 975,968 - 9,793 - 966,175 + 977,676 + 10,080 + 967,596 99.0 - 1,053,115 + 1,052,842 yes - 19,110 - 154 - 18,956 + 19,145 + 147 + 18,998 99.2 - 19,915 + 19,922 Cancer (lung) no - 993,321 - 9,926 - 983,395 + 995,050 + 10,213 + 984,837 99.0 - 1,071,175 + 1,070,895 yes + 1,771 + 21 1,750 - 14 - 1,736 - 99.2 - 1,855 + 98.8 + 1,869 Cancer (excluding lung/haem) no - 908,978 - 9,212 - 899,766 + 910,497 + 9,506 + 900,991 99.0 - 983,094 + 982,723 yes - 86,093 + 86,324 728 - 85,365 + 85,596 99.2 - 89,929 + 90,041 Cancer (haematological) no - 991,655 - 9,898 - 981,757 + 993,405 + 10,185 + 983,220 99.0 - 1,069,418 + 1,069,173 yes - 3,423 + 3,416 49 - 3,374 + 3,367 98.6 - 3,605 + 3,591 brand of first dose Moderna - 140 + 189 21 - 119 - 85.0 - 427 + 168 + 88.9 + 448 Oxford-AZ - 660,618 - 7,378 - 653,240 + 661,528 + 7,588 + 653,940 98.9 - 663,845 + 663,642 Pfizer - 333,648 - 2,492 - 331,156 - 99.3 - 338,002 + 334,418 + 2,555 + 331,863 + 99.2 + 338,135 Unknown - 672 - 56 - 616 - 91.7 686 + 63 + 623 + 90.8 + 700 @@ -2842,7 +2842,7 @@

    -

    @@ -2892,7 +2892,7 @@

    - Second Doses due at 19 Aug (n) + Second Doses due at 01 Sep (n) Second doses overdue (n) Second doses given (n) Second doses given (% of due) @@ -2912,167 +2912,175 @@

    Sex F - 26,327 - 847 - 25,480 + 26,607 + 854 + 25,753 96.8 - 31,353 + 31,374 M - 41,307 - 1,484 - 39,823 + 41,888 + 1,512 + 40,376 96.4 - 51,639 + 51,695 - Age band - 16-29 - 25,599 - 1,085 - 24,514 - 95.8 - 34,692 + Age band + 16-17 + 2,919 + 147 + 2,772 + 95.0 + 4,746 + + + 18-29 + 23,149 + 959 + 22,190 + 95.9 + 30,023 30-34 - 8,638 - 322 - 8,316 - 96.3 - 10,696 + 8,722 + 308 + 8,414 + 96.5 + 10,710 35-39 - 6,538 + 6,629 224 - 6,314 + 6,405 96.6 - 7,735 + 7,742 40-44 - 5,292 - 140 - 5,152 - 97.4 - 6,076 + 5,369 + 147 + 5,222 + 97.3 + 6,083 45-49 - 5,446 + 5,502 168 - 5,278 + 5,334 96.9 - 6,146 + 6,139 50-54 - 5,894 - 161 - 5,733 - 97.3 - 6,489 + 5,943 + 168 + 5,775 + 97.2 + 6,496 55-59 - 5,831 - 147 - 5,684 - 97.5 - 6,398 + 5,845 + 140 + 5,705 + 97.6 + 6,384 60-64 - 4,396 - 98 - 4,298 - 97.8 + 4,410 + 91 + 4,319 + 97.9 4,753 Ethnicity (broad categories) Black - 756 + 777 49 - 707 - 93.5 + 728 + 93.7 1,365 Mixed - 700 - 28 - 672 - 96.0 + 714 + 35 + 679 + 95.1 1,092 Other - 476 + 490 21 - 455 - 95.6 + 469 + 95.7 721 South Asian - 3,199 + 3,297 203 - 2,996 - 93.7 - 4,767 + 3,094 + 93.8 + 4,774 Unknown - 4,907 - 126 - 4,781 - 97.4 + 4,963 + 119 + 4,844 + 97.6 6,286 White - 57,589 - 1,897 - 55,692 + 58,254 + 1,939 + 56,315 96.7 - 68,761 + 68,838 brand of first dose Moderna - 77 + 98 7 - 70 - 90.9 - 357 + 91 + 92.9 + 364 Oxford-AZ - 48,594 - 1,862 - 46,732 + 48,853 + 1,848 + 47,005 96.2 - 49,245 + 49,252 Pfizer - 18,921 - 462 - 18,459 - 97.6 - 22,141 + 19,502 + 511 + 18,991 + 97.4 + 22,442 Unknown @@ -3160,7 +3168,7 @@

    -

    - Second Doses due at 19 Aug (n) + Second Doses due at 01 Sep (n) Second doses overdue (n) Second doses given (n) Second doses given (% of due) @@ -3230,483 +3238,483 @@

    Sex F - 584,164 - 7,007 - 577,157 - 98.8 - 637,875 + 586,334 + 7,490 + 578,844 + 98.7 + 637,945 M - 573,720 - 6,475 - 567,245 - 98.9 - 641,886 + 575,988 + 7,042 + 568,946 + 98.8 + 641,690 Ethnicity (broad categories) Black - 13,090 - 448 - 12,642 - 96.6 + 13,314 + 476 + 12,838 + 96.4 19,677 Mixed - 6,132 - 140 - 5,992 - 97.7 - 8,036 + 6,188 + 147 + 6,041 + 97.6 + 8,050 Other - 11,991 - 245 - 11,746 - 98.0 - 16,632 + 12,138 + 266 + 11,872 + 97.8 + 16,618 South Asian - 44,177 - 1,057 - 43,120 + 44,751 + 1,071 + 43,680 97.6 - 52,920 + 52,976 Unknown - 107,513 - 1,239 - 106,274 + 107,751 + 1,267 + 106,484 98.8 - 131,446 + 131,173 White - 974,981 - 10,353 - 964,628 - 98.9 - 1,051,050 + 978,173 + 11,305 + 966,868 + 98.8 + 1,051,127 ethnicity 16 groups African - 5,215 - 189 - 5,026 - 96.4 - 7,756 + 5,313 + 203 + 5,110 + 96.2 + 7,749 Bangladeshi or British Bangladeshi - 1,967 - 42 - 1,925 - 97.9 + 1,995 + 49 + 1,946 + 97.5 2,310 Caribbean - 5,054 - 168 - 4,886 - 96.7 + 5,131 + 182 + 4,949 + 96.5 7,812 Chinese - 3,654 - 56 - 3,598 - 98.5 - 4,900 + 3,703 + 63 + 3,640 + 98.3 + 4,914 Other - 8,337 - 189 - 8,148 + 8,435 + 196 + 8,239 97.7 - 11,725 + 11,711 Other Asian - 9,163 - 182 - 8,981 + 9,247 + 189 + 9,058 98.0 11,235 British or Mixed British - 917,868 - 9,303 - 908,565 - 99.0 - 973,763 + 920,472 + 10,178 + 910,294 + 98.9 + 973,826 Indian or British Indian - 23,128 + 23,324 420 - 22,708 + 22,904 98.2 - 26,572 + 26,593 Irish - 5,789 - 98 - 5,691 - 98.3 - 6,629 + 5,817 + 105 + 5,712 + 98.2 + 6,622 Other Black - 2,814 - 84 - 2,730 - 97.0 - 4,102 + 2,877 + 91 + 2,786 + 96.8 + 4,116 Other White - 51,352 - 959 - 50,393 - 98.1 - 70,686 + 51,884 + 1,022 + 50,862 + 98.0 + 70,679 Other mixed - 2,324 - 49 - 2,275 - 97.9 + 2,345 + 56 + 2,289 + 97.6 3,080 Pakistani or British Pakistani - 9,919 - 413 - 9,506 - 95.8 - 12,803 + 10,185 + 420 + 9,765 + 95.9 + 12,838 Unknown - 107,492 - 1,239 - 106,253 + 107,758 + 1,267 + 106,491 98.8 - 131,425 + 131,180 White + Asian - 1,260 - 21 + 1,267 + 28 1,239 - 98.3 + 97.8 1,484 White + Black African - 1,113 - 21 - 1,092 - 98.1 + 1,127 + 28 + 1,099 + 97.5 1,505 White + Black Caribbean - 1,435 - 42 - 1,393 - 97.1 + 1,449 + 49 + 1,400 + 96.6 1,981 Index of Multiple Deprivation (quintiles) 1 Most deprived - 167,188 - 3,213 - 163,975 - 98.1 - 197,302 + 168,168 + 3,325 + 164,843 + 98.0 + 197,162 2 - 204,358 - 2,779 - 201,579 - 98.6 - 231,070 + 205,387 + 2,982 + 202,405 + 98.5 + 231,133 3 - 254,002 - 2,737 - 251,265 - 98.9 - 279,006 + 254,954 + 2,961 + 251,993 + 98.8 + 279,055 4 - 258,636 - 2,401 - 256,235 - 99.1 - 279,909 + 259,427 + 2,625 + 256,802 + 99.0 + 279,888 5 Least deprived - 249,347 - 2,037 - 247,310 - 99.2 - 265,167 + 249,830 + 2,247 + 247,583 + 99.1 + 265,020 Unknown - 24,346 - 315 - 24,031 - 98.7 - 27,307 + 24,549 + 385 + 24,164 + 98.4 + 27,370 BMI 30+ - 292,831 - 3,066 - 289,765 - 99.0 - 311,864 + 293,895 + 3,325 + 290,570 + 98.9 + 311,997 under 30 - 865,053 - 10,416 - 854,637 - 98.8 - 967,897 + 868,420 + 11,200 + 857,220 + 98.7 + 967,638 Chronic cardiac disease no - 1,068,193 - 12,334 - 1,055,859 + 1,072,155 + 13,349 + 1,058,806 98.8 - 1,183,420 + 1,183,070 yes - 89,691 - 1,148 - 88,543 + 90,167 + 1,183 + 88,984 98.7 - 96,341 + 96,565 Current COPD no - 1,125,691 - 12,936 - 1,112,755 - 98.9 - 1,244,929 + 1,130,073 + 13,972 + 1,116,101 + 98.8 + 1,244,859 yes - 32,193 - 546 - 31,647 + 32,242 + 560 + 31,682 98.3 - 34,832 + 34,776 DMARDs no - 1,137,815 - 13,286 - 1,124,529 - 98.8 - 1,258,614 + 1,142,176 + 14,322 + 1,127,854 + 98.7 + 1,258,467 yes - 20,069 - 196 - 19,873 + 20,139 + 210 + 19,929 99.0 - 21,147 + 21,168 Dementia no - 1,154,314 - 13,405 - 1,140,909 + 1,158,724 + 14,455 + 1,144,269 98.8 - 1,275,890 + 1,275,757 yes - 3,570 - 77 - 3,493 - 97.8 - 3,871 + 3,598 + 84 + 3,514 + 97.7 + 3,878 Psychosis, schizophrenia, or bipolar no - 1,145,410 - 13,125 - 1,132,285 - 98.9 - 1,264,928 + 1,149,764 + 14,175 + 1,135,589 + 98.8 + 1,264,795 yes - 12,474 - 357 - 12,117 + 12,558 + 364 + 12,194 97.1 - 14,833 + 14,847 SSRI (last 12 months) no - 1,078,861 - 12,306 - 1,066,555 - 98.9 - 1,196,244 + 1,083,033 + 13,300 + 1,069,733 + 98.8 + 1,196,118 yes - 79,023 - 1,176 - 77,847 - 98.5 - 83,517 + 79,289 + 1,232 + 78,057 + 98.4 + 83,524 Chemo or radiotherapy no - 1,140,531 - 13,300 - 1,127,231 - 98.8 - 1,261,505 + 1,144,892 + 14,343 + 1,130,549 + 98.7 + 1,261,344 yes - 17,353 - 182 - 17,171 - 99.0 - 18,256 + 17,423 + 189 + 17,234 + 98.9 + 18,298 Cancer (lung) no - 1,156,757 - 13,468 - 1,143,289 + 1,161,167 + 14,511 + 1,146,656 98.8 - 1,278,529 + 1,278,389 yes - 1,127 + 1,148 14 - 1,113 + 1,134 98.8 - 1,232 + 1,246 Cancer (excluding lung/haem) no - 1,087,779 - 12,768 - 1,075,011 - 98.8 - 1,205,617 + 1,091,818 + 13,776 + 1,078,042 + 98.7 + 1,205,260 yes - 70,105 - 714 - 69,391 - 99.0 - 74,144 + 70,497 + 756 + 69,741 + 98.9 + 74,375 Cancer (haematological) no - 1,154,790 - 13,454 - 1,141,336 - 98.8 - 1,276,457 + 1,159,214 + 14,504 + 1,144,710 + 98.7 + 1,276,331 yes - 3,094 - 28 - 3,066 - 99.1 - 3,304 - + 3,108 + 35 + 3,073 + 98.9 + 3,304 + brand of first dose Moderna - 245 - 28 - 217 - 88.6 - 861 + 357 + 42 + 315 + 88.2 + 896 Oxford-AZ - 859,285 - 10,528 - 848,757 - 98.8 - 866,124 + 861,812 + 11,389 + 850,423 + 98.7 + 866,096 Pfizer - 297,696 - 2,842 - 294,854 + 299,481 + 3,024 + 296,457 99.0 - 305,900 + 306,334 Unknown - 651 + 665 77 - 574 - 88.2 - 686 + 588 + 88.4 + 693 @@ -3798,7 +3806,7 @@

    -

    @@ -3848,7 +3856,7 @@

    - Second Doses due at 19 Aug (n) + Second Doses due at 01 Sep (n) Second doses overdue (n) Second doses given (n) Second doses given (% of due) @@ -3868,398 +3876,398 @@

    Sex F - 670,257 - 9,555 - 660,702 - 98.6 - 745,486 + 673,316 + 9,821 + 663,495 + 98.5 + 745,654 M - 664,356 - 9,422 - 654,934 - 98.6 - 769,832 + 668,143 + 9,807 + 658,336 + 98.5 + 770,021 Ethnicity (broad categories) Black - 19,957 - 756 - 19,201 + 20,307 + 777 + 19,530 96.2 - 31,213 + 31,234 Mixed - 9,058 - 266 - 8,792 - 97.1 - 12,376 + 9,170 + 273 + 8,897 + 97.0 + 12,369 Other - 15,757 - 343 - 15,414 - 97.8 - 22,645 + 16,009 + 371 + 15,638 + 97.7 + 22,694 South Asian - 48,860 - 1,211 - 47,649 - 97.5 - 60,550 + 49,756 + 1,274 + 48,482 + 97.4 + 60,613 Unknown - 126,616 - 1,813 - 124,803 - 98.6 - 161,014 + 127,190 + 1,890 + 125,300 + 98.5 + 160,839 White - 1,114,365 - 14,588 - 1,099,777 + 1,119,034 + 15,050 + 1,103,984 98.7 - 1,227,520 + 1,227,933 ethnicity 16 groups African - 8,435 - 294 - 8,141 + 8,610 + 301 + 8,309 96.5 - 12,824 + 12,838 Bangladeshi or British Bangladeshi - 2,527 + 2,583 63 - 2,464 - 97.5 + 2,520 + 97.6 3,038 Caribbean - 6,678 - 294 - 6,384 - 95.6 - 10,997 + 6,762 + 301 + 6,461 + 95.5 + 10,990 Chinese - 4,634 + 4,697 84 - 4,550 + 4,613 98.2 - 6,356 + 6,384 Other - 11,137 - 266 - 10,871 - 97.6 - 16,296 + 11,319 + 280 + 11,039 + 97.5 + 16,317 Other Asian - 11,949 - 266 - 11,683 - 97.8 - 15,050 + 12,124 + 252 + 11,872 + 97.9 + 15,078 British or Mixed British - 1,044,176 - 13,132 - 1,031,044 + 1,048,019 + 13,531 + 1,034,488 98.7 - 1,127,735 + 1,128,113 Indian or British Indian - 24,381 - 455 - 23,926 + 24,682 + 476 + 24,206 98.1 - 28,707 + 28,728 Irish - 6,587 - 112 - 6,475 - 98.3 - 7,784 + 6,629 + 105 + 6,524 + 98.4 + 7,791 Other Black - 4,837 - 168 - 4,669 + 4,935 + 175 + 4,760 96.5 - 7,392 + 7,406 Other White - 63,637 - 1,351 - 62,286 - 97.9 - 92,029 + 64,400 + 1,407 + 62,993 + 97.8 + 92,043 Other mixed - 3,227 - 98 - 3,129 - 97.0 - 4,396 + 3,255 + 91 + 3,164 + 97.2 + 4,389 Pakistani or British Pakistani - 10,003 - 427 - 9,576 - 95.7 - 13,748 + 10,367 + 476 + 9,891 + 95.4 + 13,762 Unknown - 126,581 - 1,813 - 124,768 - 98.6 - 160,972 + 127,169 + 1,890 + 125,279 + 98.5 + 160,818 White + Asian - 1,841 + 1,869 42 - 1,799 - 97.7 - 2,282 + 1,827 + 97.8 + 2,275 White + Black African - 1,645 - 56 - 1,589 - 96.6 - 2,359 + 1,680 + 63 + 1,617 + 96.2 + 2,366 White + Black Caribbean - 2,345 + 2,366 84 - 2,261 + 2,282 96.4 - 3,346 + 3,332 Index of Multiple Deprivation (quintiles) 1 Most deprived - 199,164 - 4,627 - 194,537 - 97.7 - 245,140 + 200,809 + 4,760 + 196,049 + 97.6 + 245,070 2 - 236,145 - 3,920 - 232,225 + 237,839 + 4,088 + 233,751 98.3 - 276,339 + 276,500 3 - 289,261 - 3,913 - 285,348 + 290,724 + 3,983 + 286,741 98.6 - 325,962 + 326,137 4 - 295,134 - 3,423 - 291,711 + 296,247 + 3,528 + 292,719 98.8 - 326,102 + 326,179 5 Least deprived - 287,168 - 2,674 - 284,494 - 99.1 - 310,233 + 287,868 + 2,800 + 285,068 + 99.0 + 310,135 Unknown - 27,748 - 434 - 27,314 - 98.4 - 31,542 + 27,972 + 469 + 27,503 + 98.3 + 31,661 BMI 30+ - 324,730 - 4,032 - 320,698 - 98.8 - 351,806 + 326,347 + 4,179 + 322,168 + 98.7 + 352,156 under 30 - 1,009,883 - 14,952 - 994,931 + 1,015,119 + 15,456 + 999,663 98.5 - 1,163,512 + 1,163,526 Chronic cardiac disease no - 1,266,286 - 17,836 - 1,248,450 + 1,272,649 + 18,452 + 1,254,197 98.6 - 1,440,418 + 1,440,551 yes - 68,327 - 1,141 - 67,186 + 68,810 + 1,176 + 67,634 98.3 - 74,893 + 75,124 Current COPD no - 1,309,336 - 18,382 - 1,290,954 + 1,316,119 + 19,040 + 1,297,079 98.6 - 1,487,178 + 1,487,577 yes - 25,277 - 595 - 24,682 - 97.6 - 28,140 + 25,340 + 588 + 24,752 + 97.7 + 28,105 DMARDs no - 1,314,418 - 18,746 - 1,295,672 - 98.6 - 1,493,660 + 1,321,194 + 19,390 + 1,301,804 + 98.5 + 1,494,010 yes - 20,195 - 231 - 19,964 - 98.9 - 21,658 + 20,272 + 245 + 20,027 + 98.8 + 21,672 Psychosis, schizophrenia, or bipolar no - 1,319,297 - 18,424 - 1,300,873 + 1,325,989 + 19,061 + 1,306,928 98.6 - 1,496,383 + 1,496,740 yes - 15,316 - 553 - 14,763 - 96.4 - 18,928 + 15,477 + 574 + 14,903 + 96.3 + 18,935 SSRI (last 12 months) no - 1,235,115 - 17,353 - 1,217,762 - 98.6 - 1,408,715 + 1,241,555 + 18,004 + 1,223,551 + 98.5 + 1,409,072 yes - 99,498 - 1,624 - 97,874 + 99,911 + 1,631 + 98,280 98.4 - 106,603 + 106,610 brand of first dose Moderna - 532 - 70 - 462 - 86.8 - 1,687 + 735 + 77 + 658 + 89.5 + 1,743 Oxford-AZ - 1,054,333 - 15,561 - 1,038,772 + 1,057,763 + 15,883 + 1,041,880 98.5 - 1,065,337 + 1,065,470 Pfizer - 279,125 - 3,262 - 275,863 - 98.8 - 293,776 + 282,331 + 3,577 + 278,754 + 98.7 + 294,707 Unknown - 616 - 77 - 539 - 87.5 - 665 + 637 + 91 + 546 + 85.7 + 686 @@ -4351,7 +4359,7 @@

    -

    @@ -4401,7 +4409,7 @@

    - Second Doses due at 19 Aug (n) + Second Doses due at 01 Sep (n) Second doses overdue (n) Second doses given (n) Second doses given (% of due) @@ -4421,398 +4429,398 @@

    Sex F - 672,546 - 11,368 - 661,178 + 677,040 + 11,683 + 665,357 98.3 - 765,352 + 765,625 M - 660,681 - 12,369 - 648,312 + 666,596 + 12,782 + 653,814 98.1 - 802,452 + 802,816 Ethnicity (broad categories) Black - 23,079 - 882 - 22,197 - 96.2 - 37,933 + 23,688 + 931 + 22,757 + 96.1 + 37,954 Mixed - 10,857 - 287 - 10,570 - 97.4 - 15,491 + 11,053 + 329 + 10,724 + 97.0 + 15,512 Other - 19,341 - 518 - 18,823 - 97.3 - 29,190 + 19,831 + 567 + 19,264 + 97.1 + 29,295 South Asian - 66,402 - 1,918 - 64,484 - 97.1 - 86,135 + 68,131 + 2,065 + 66,066 + 97.0 + 86,219 Unknown - 136,066 - 2,261 - 133,805 + 136,934 + 2,310 + 134,624 98.3 - 178,535 + 178,346 White - 1,077,489 - 17,878 - 1,059,611 + 1,083,999 + 18,277 + 1,065,722 98.3 - 1,220,520 + 1,221,115 ethnicity 16 groups African - 12,586 - 469 - 12,117 - 96.3 + 12,950 + 504 + 12,446 + 96.1 20,020 Bangladeshi or British Bangladeshi - 4,074 - 98 - 3,976 - 97.6 - 4,949 + 4,165 + 105 + 4,060 + 97.5 + 4,956 Caribbean - 5,208 + 5,313 210 - 4,998 + 5,103 96.0 9,415 Chinese - 5,075 - 98 - 4,977 - 98.1 - 7,133 + 5,187 + 105 + 5,082 + 98.0 + 7,203 Other - 14,266 - 420 - 13,846 - 97.1 - 22,057 + 14,637 + 462 + 14,175 + 96.8 + 22,085 Other Asian - 16,107 - 385 - 15,722 + 16,429 + 399 + 16,030 97.6 - 21,098 + 21,112 British or Mixed British - 996,058 - 15,988 - 980,070 + 1,001,196 + 16,324 + 984,872 98.4 - 1,096,578 + 1,096,998 Indian or British Indian - 29,344 - 644 - 28,700 - 97.8 - 35,805 + 29,925 + 693 + 29,232 + 97.7 + 35,833 Irish - 6,538 - 161 - 6,377 - 97.5 - 7,987 + 6,594 + 154 + 6,440 + 97.7 + 8,001 Other Black - 5,278 - 196 - 5,082 - 96.3 - 8,498 + 5,425 + 217 + 5,208 + 96.0 + 8,519 Other White - 74,893 - 1,729 - 73,164 - 97.7 - 115,962 + 76,195 + 1,799 + 74,396 + 97.6 + 116,088 Other mixed - 3,927 - 98 - 3,829 - 97.5 - 5,691 + 4,004 + 112 + 3,892 + 97.2 + 5,698 Pakistani or British Pakistani - 16,877 - 791 - 16,086 - 95.3 - 24,283 + 17,619 + 854 + 16,765 + 95.2 + 24,339 Unknown - 136,059 - 2,254 - 133,805 + 136,941 + 2,303 + 134,638 98.3 - 178,528 + 178,360 White + Asian - 2,394 + 2,429 56 - 2,338 + 2,373 97.7 - 2,996 + 3,003 White + Black African - 2,212 - 63 - 2,149 - 97.2 + 2,254 + 70 + 2,184 + 96.9 3,332 White + Black Caribbean - 2,324 - 70 - 2,254 - 97.0 - 3,479 + 2,366 + 84 + 2,282 + 96.4 + 3,486 Index of Multiple Deprivation (quintiles) 1 Most deprived - 208,628 - 6,335 - 202,293 - 97.0 - 272,580 + 211,456 + 6,566 + 204,890 + 96.9 + 272,629 2 - 239,778 - 5,124 - 234,654 - 97.9 - 292,957 + 242,263 + 5,320 + 236,943 + 97.8 + 293,188 3 - 283,178 - 4,655 - 278,523 - 98.4 - 329,952 + 285,313 + 4,809 + 280,504 + 98.3 + 330,155 4 - 288,988 - 3,969 - 285,019 + 290,598 + 4,025 + 286,573 98.6 - 327,033 + 327,187 5 Least deprived - 284,585 - 3,143 - 281,442 + 285,607 + 3,185 + 282,422 98.9 - 312,319 + 312,193 Unknown - 28,077 - 518 - 27,559 - 98.2 - 32,963 + 28,392 + 553 + 27,839 + 98.1 + 33,096 BMI 30+ - 309,981 - 4,767 - 305,214 - 98.5 - 342,769 + 312,298 + 4,963 + 307,335 + 98.4 + 343,273 under 30 - 1,023,253 - 18,977 - 1,004,276 + 1,031,338 + 19,502 + 1,011,836 98.1 - 1,225,035 + 1,225,168 Chronic cardiac disease no - 1,289,582 - 22,729 - 1,266,853 + 1,299,585 + 23,415 + 1,276,170 98.2 - 1,518,475 + 1,518,951 yes - 43,645 - 1,008 - 42,637 - 97.7 - 49,329 + 44,051 + 1,050 + 43,001 + 97.6 + 49,490 Current COPD no - 1,316,728 - 23,261 - 1,293,467 + 1,327,025 + 23,961 + 1,303,064 98.2 - 1,548,778 + 1,549,415 yes - 16,499 - 483 - 16,016 - 97.1 - 19,026 + 16,611 + 504 + 16,107 + 97.0 + 19,033 DMARDs no - 1,315,699 - 23,492 - 1,292,207 + 1,326,010 + 24,220 + 1,301,790 98.2 - 1,548,736 + 1,549,345 yes - 17,528 + 17,626 245 - 17,283 + 17,381 98.6 - 19,075 + 19,096 Psychosis, schizophrenia, or bipolar no - 1,317,743 - 23,072 - 1,294,671 + 1,327,956 + 23,772 + 1,304,184 98.2 - 1,547,896 + 1,548,498 yes - 15,491 - 679 - 14,812 + 15,680 + 693 + 14,987 95.6 - 19,915 + 19,943 SSRI (last 12 months) no - 1,226,778 - 21,532 - 1,205,246 + 1,236,438 + 22,253 + 1,214,185 98.2 - 1,452,094 + 1,452,542 yes - 106,449 - 2,205 - 104,244 + 107,198 + 2,212 + 104,986 97.9 - 115,717 + 115,899 brand of first dose Moderna - 952 - 105 - 847 - 89.0 - 2,723 + 1,246 + 112 + 1,134 + 91.0 + 2,814 Oxford-AZ - 1,090,656 - 19,985 - 1,070,671 + 1,095,584 + 20,160 + 1,075,424 98.2 - 1,105,335 + 1,105,531 Pfizer - 240,975 - 3,563 - 237,412 - 98.5 - 263,249 + 246,141 + 4,095 + 242,046 + 98.3 + 264,754 Unknown - 644 - 84 - 560 - 87.0 - 707 + 665 + 98 + 567 + 85.3 + 714 @@ -4904,7 +4912,7 @@

    -

    @@ -4954,7 +4962,7 @@

    - Second Doses due at 19 Aug (n) + Second Doses due at 01 Sep (n) Second doses overdue (n) Second doses given (n) Second doses given (% of due) @@ -4974,296 +4982,296 @@

    Sex F - 1,047,221 - 33,761 - 1,013,460 - 96.8 - 1,417,038 + 1,128,295 + 30,072 + 1,098,223 + 97.3 + 1,417,815 M - 971,194 - 38,738 - 932,456 - 96.0 - 1,546,041 + 1,077,776 + 35,777 + 1,041,999 + 96.7 + 1,546,825 Ethnicity (broad categories) Black - 41,293 - 2,296 - 38,997 - 94.4 - 89,754 + 47,075 + 2,443 + 44,632 + 94.8 + 89,859 Mixed - 22,715 - 1,050 - 21,665 - 95.4 - 41,986 + 25,354 + 1,064 + 24,290 + 95.8 + 42,007 Other - 44,331 - 1,897 - 42,434 - 95.7 - 88,725 + 50,722 + 1,778 + 48,944 + 96.5 + 88,963 South Asian - 152,033 - 6,762 - 145,271 + 176,904 + 7,798 + 169,106 95.6 - 265,216 + 265,475 Unknown - 183,701 - 6,713 - 176,988 - 96.3 - 321,951 + 204,981 + 5,964 + 199,017 + 97.1 + 321,832 White - 1,574,342 - 53,781 - 1,520,561 - 96.6 - 2,155,447 + 1,701,035 + 46,802 + 1,654,233 + 97.2 + 2,156,504 ethnicity 16 groups African - 27,419 - 1,512 - 25,907 - 94.5 - 57,008 + 31,500 + 1,596 + 29,904 + 94.9 + 57,071 Bangladeshi or British Bangladeshi - 11,172 - 448 - 10,724 - 96.0 - 18,781 + 13,342 + 581 + 12,761 + 95.6 + 18,774 Caribbean - 5,537 - 322 - 5,215 - 94.2 - 14,700 + 6,139 + 336 + 5,803 + 94.5 + 14,707 Chinese - 11,074 - 364 - 10,710 - 96.7 - 20,979 + 12,775 + 266 + 12,509 + 97.9 + 21,140 Other - 33,250 - 1,533 - 31,717 - 95.4 - 67,739 + 37,940 + 1,512 + 36,428 + 96.0 + 67,837 Other Asian - 36,435 - 1,435 - 35,000 - 96.1 - 62,860 + 41,601 + 1,477 + 40,124 + 96.4 + 62,944 British or Mixed British - 1,399,944 - 46,732 - 1,353,212 - 96.7 - 1,790,341 + 1,505,616 + 40,579 + 1,465,037 + 97.3 + 1,791,216 Indian or British Indian - 68,446 - 2,527 - 65,919 - 96.3 - 109,529 + 77,686 + 2,534 + 75,152 + 96.7 + 109,578 Irish - 9,716 - 357 - 9,359 - 96.3 - 14,749 + 10,423 + 322 + 10,101 + 96.9 + 14,777 Other Black - 8,330 - 462 - 7,868 - 94.5 - 18,032 + 9,436 + 511 + 8,925 + 94.6 + 18,074 Other White - 164,640 - 6,685 - 157,955 - 95.9 - 350,343 + 185,010 + 5,901 + 179,109 + 96.8 + 350,518 Other mixed - 8,736 - 378 - 8,358 - 95.7 - 16,660 + 9,758 + 385 + 9,373 + 96.1 + 16,639 Pakistani or British Pakistani - 35,987 - 2,352 - 33,635 - 93.5 - 74,053 + 44,268 + 3,199 + 41,069 + 92.8 + 74,172 Unknown - 183,743 - 6,720 - 177,023 - 96.3 - 321,965 + 204,960 + 5,964 + 198,996 + 97.1 + 321,811 White + Asian - 5,229 - 217 - 5,012 - 95.9 - 8,393 + 5,817 + 196 + 5,621 + 96.6 + 8,414 White + Black African - 5,173 - 273 - 4,900 - 94.7 - 9,737 + 5,824 + 294 + 5,530 + 95.0 + 9,744 White + Black Caribbean - 3,584 - 182 - 3,402 - 94.9 + 3,955 + 189 + 3,766 + 95.2 7,217 Index of Multiple Deprivation (quintiles) 1 Most deprived - 324,856 - 17,052 - 307,804 - 94.8 - 572,516 + 362,292 + 18,109 + 344,183 + 95.0 + 572,551 2 - 364,525 - 14,840 - 349,685 - 95.9 - 578,011 + 402,451 + 14,448 + 388,003 + 96.4 + 578,242 3 - 418,110 - 14,567 - 403,543 - 96.5 - 608,923 + 457,471 + 12,530 + 444,941 + 97.3 + 609,343 4 - 427,105 - 12,810 - 414,295 - 97.0 - 582,575 + 463,666 + 10,549 + 453,117 + 97.7 + 582,932 5 Least deprived - 431,039 - 11,256 - 419,783 - 97.4 - 546,994 + 462,231 + 8,491 + 453,740 + 98.2 + 547,134 Unknown - 52,780 - 1,988 - 50,792 - 96.2 - 74,067 + 57,953 + 1,715 + 56,238 + 97.0 + 74,438 brand of first dose Moderna - 59,514 - 2,401 - 57,113 - 96.0 - 79,996 + 70,063 + 1,729 + 68,334 + 97.5 + 80,346 Oxford-AZ - 1,559,425 - 50,148 - 1,509,277 - 96.8 - 1,699,537 + 1,649,361 + 46,536 + 1,602,825 + 97.2 + 1,700,377 Pfizer - 398,272 - 19,796 - 378,476 - 95.0 - 580,818 + 485,296 + 17,395 + 467,901 + 96.4 + 587,111 Unknown - 1,204 - 154 - 1,050 - 87.2 - 1,463 + 1,351 + 182 + 1,169 + 86.5 + 1,512 @@ -5331,7 +5339,7 @@

    -

    @@ -5381,7 +5389,7 @@

    - Second Doses due at 19 Aug (n) + Second Doses due at 01 Sep (n) Second doses overdue (n) Second doses given (n) Second doses given (% of due) @@ -5401,296 +5409,296 @@

    Sex F - 545,846 - 34,797 - 511,049 - 93.6 - 1,613,745 + 777,273 + 54,390 + 722,883 + 93.0 + 1,614,802 M - 361,900 - 29,302 - 332,598 - 91.9 - 1,722,511 + 628,663 + 55,811 + 572,852 + 91.1 + 1,723,813 Ethnicity (broad categories) Black - 18,802 - 1,505 - 17,297 - 92.0 - 94,332 + 25,116 + 2,254 + 22,862 + 91.0 + 94,500 Mixed - 13,412 - 1,106 - 12,306 - 91.8 - 60,907 + 19,789 + 1,708 + 18,081 + 91.4 + 60,970 Other - 21,014 - 1,547 - 19,467 - 92.6 - 119,805 + 34,937 + 2,940 + 31,997 + 91.6 + 120,085 South Asian - 83,524 - 5,600 - 77,924 - 93.3 - 336,945 + 123,424 + 10,409 + 113,015 + 91.6 + 337,358 Unknown - 61,866 - 4,753 - 57,113 - 92.3 - 341,922 + 110,810 + 9,492 + 101,318 + 91.4 + 341,915 White - 709,128 - 49,595 - 659,533 - 93.0 - 2,382,345 + 1,091,867 + 83,398 + 1,008,469 + 92.4 + 2,383,787 ethnicity 16 groups African - 12,887 - 966 - 11,921 - 92.5 - 59,031 + 17,080 + 1,435 + 15,645 + 91.6 + 59,122 Bangladeshi or British Bangladeshi - 6,188 - 371 - 5,817 - 94.0 - 22,526 + 8,526 + 735 + 7,791 + 91.4 + 22,519 Caribbean - 2,275 - 210 - 2,065 - 90.8 - 15,834 + 3,101 + 357 + 2,744 + 88.5 + 15,848 Chinese - 4,186 - 294 - 3,892 - 93.0 - 30,597 + 8,260 + 609 + 7,651 + 92.6 + 30,674 Other - 16,849 - 1,253 - 15,596 - 92.6 - 89,229 + 26,670 + 2,324 + 24,346 + 91.3 + 89,411 Other Asian - 18,193 - 1,078 - 17,115 - 94.1 - 75,474 + 26,957 + 2,149 + 24,808 + 92.0 + 75,544 British or Mixed British - 634,130 - 43,806 - 590,324 - 93.1 - 1,860,572 + 960,337 + 72,450 + 887,887 + 92.5 + 1,861,699 Indian or British Indian - 37,506 - 2,268 - 35,238 - 94.0 - 143,556 + 56,805 + 4,221 + 52,584 + 92.6 + 143,766 Irish - 4,165 - 280 - 3,885 - 93.3 - 16,639 + 6,517 + 497 + 6,020 + 92.4 + 16,653 Other Black - 3,633 - 322 - 3,311 - 91.1 - 19,460 + 4,928 + 448 + 4,480 + 90.9 + 19,516 Other White - 70,840 - 5,516 - 65,324 - 92.2 - 505,120 + 124,999 + 10,444 + 114,555 + 91.6 + 505,421 Other mixed - 5,110 - 413 - 4,697 - 91.9 - 25,095 + 7,952 + 658 + 7,294 + 91.7 + 25,109 Pakistani or British Pakistani - 21,623 - 1,876 - 19,747 - 91.3 - 95,382 + 31,150 + 3,304 + 27,846 + 89.4 + 95,536 Unknown - 61,866 - 4,753 - 57,113 - 92.3 - 341,922 + 110,803 + 9,499 + 101,304 + 91.4 + 341,915 White + Asian - 3,073 - 238 - 2,835 - 92.3 - 11,816 + 4,606 + 378 + 4,228 + 91.8 + 11,837 White + Black African - 2,408 - 182 - 2,226 - 92.4 - 10,535 + 3,416 + 301 + 3,115 + 91.2 + 10,563 White + Black Caribbean - 2,814 - 273 - 2,541 + 3,815 + 371 + 3,444 90.3 - 13,461 + 13,475 Index of Multiple Deprivation (quintiles) 1 Most deprived - 185,766 - 15,295 - 170,471 - 91.8 - 748,237 + 265,048 + 24,318 + 240,730 + 90.8 + 748,272 2 - 182,826 - 13,209 - 169,617 - 92.8 - 716,968 + 277,487 + 23,100 + 254,387 + 91.7 + 717,276 3 - 183,946 - 12,439 - 171,507 - 93.2 - 682,010 + 288,393 + 21,875 + 266,518 + 92.4 + 682,479 4 - 170,100 - 10,780 - 159,320 - 93.7 - 589,750 + 273,266 + 19,677 + 253,589 + 92.8 + 590,149 5 Least deprived - 149,240 - 9,807 - 139,433 - 93.4 - 479,780 + 245,315 + 16,898 + 228,417 + 93.1 + 480,095 Unknown - 35,861 - 2,562 - 33,299 - 92.9 - 119,511 + 56,427 + 4,340 + 52,087 + 92.3 + 120,337 brand of first dose Moderna - 3,430 - 791 - 2,639 - 76.9 - 135,548 + 36,057 + 4,781 + 31,276 + 86.7 + 136,738 Oxford-AZ - 553,798 - 25,557 - 528,241 - 95.4 - 573,958 + 564,529 + 24,605 + 539,924 + 95.6 + 574,098 Pfizer - 349,706 - 37,583 - 312,123 - 89.3 - 1,571,269 + 804,083 + 80,591 + 723,492 + 90.0 + 1,589,427 Unknown - 805 - 161 - 644 - 80.0 - 1,652 + 1,267 + 224 + 1,043 + 82.3 + 1,729 @@ -5758,7 +5766,7 @@

    -

    @@ -5808,7 +5816,7 @@

    - Second Doses due at 19 Aug (n) + Second Doses due at 01 Sep (n) Second doses overdue (n) Second doses given (n) Second doses given (% of due) @@ -5828,296 +5836,296 @@

    Sex F - 390,502 - 22,302 - 368,200 - 94.3 - 1,726,060 + 439,173 + 26,789 + 412,384 + 93.9 + 1,727,635 M - 221,564 - 13,944 - 207,620 - 93.7 - 1,759,940 + 266,168 + 19,026 + 247,142 + 92.9 + 1,761,935 Ethnicity (broad categories) Black - 9,933 - 959 - 8,974 - 90.3 - 99,792 + 11,067 + 1,127 + 9,940 + 89.8 + 99,967 Mixed - 10,388 - 742 - 9,646 - 92.9 - 74,893 + 11,837 + 903 + 10,934 + 92.4 + 74,998 Other - 12,271 - 826 - 11,445 - 93.3 - 137,956 + 14,770 + 1,078 + 13,692 + 92.7 + 138,061 South Asian - 49,021 - 3,318 - 45,703 - 93.2 - 291,459 + 57,085 + 4,354 + 52,731 + 92.4 + 292,264 Unknown - 69,076 - 3,374 - 65,702 - 95.1 - 560,245 + 82,537 + 4,550 + 77,987 + 94.5 + 560,497 White - 461,377 - 27,034 - 434,343 - 94.1 - 2,321,662 + 528,052 + 33,810 + 494,242 + 93.6 + 2,323,776 ethnicity 16 groups African - 6,223 - 595 - 5,628 - 90.4 - 59,822 + 6,916 + 714 + 6,202 + 89.7 + 59,920 Bangladeshi or British Bangladeshi - 3,983 - 287 - 3,696 - 92.8 - 22,680 + 4,466 + 350 + 4,116 + 92.2 + 22,708 Caribbean - 1,407 - 147 - 1,260 - 89.6 - 16,485 + 1,582 + 154 + 1,428 + 90.3 + 16,471 Chinese - 2,744 - 133 - 2,611 - 95.2 - 54,831 + 3,535 + 175 + 3,360 + 95.0 + 54,775 Other - 9,548 - 693 - 8,855 - 92.7 - 83,132 + 11,235 + 903 + 10,332 + 92.0 + 83,300 Other Asian - 10,528 - 637 - 9,891 - 93.9 - 66,899 + 11,984 + 777 + 11,207 + 93.5 + 67,011 British or Mixed British - 427,091 - 24,549 - 402,542 - 94.3 - 1,936,725 + 487,263 + 30,723 + 456,540 + 93.7 + 1,938,328 Indian or British Indian - 20,853 - 1,134 - 19,719 - 94.6 - 106,827 + 24,654 + 1,659 + 22,995 + 93.3 + 107,212 Irish - 2,352 - 161 - 2,191 - 93.2 - 12,719 + 2,646 + 182 + 2,464 + 93.1 + 12,761 Other Black - 2,296 - 217 - 2,079 - 90.5 - 23,492 + 2,562 + 259 + 2,303 + 89.9 + 23,548 Other White - 31,927 - 2,310 - 29,617 - 92.8 - 372,225 + 38,150 + 2,905 + 35,245 + 92.4 + 372,736 Other mixed - 3,682 - 266 - 3,416 - 92.8 - 28,371 + 4,221 + 315 + 3,906 + 92.5 + 28,378 Pakistani or British Pakistani - 13,671 - 1,274 - 12,397 - 90.7 - 95,088 + 15,974 + 1,575 + 14,399 + 90.1 + 95,333 Unknown - 69,055 - 3,374 - 65,681 - 95.1 - 560,147 + 82,537 + 4,543 + 77,994 + 94.5 + 560,455 White + Asian - 2,765 - 161 - 2,604 - 94.2 - 16,254 + 3,178 + 203 + 2,975 + 93.6 + 16,296 White + Black African - 1,435 - 98 - 1,337 - 93.2 - 11,921 + 1,638 + 140 + 1,498 + 91.5 + 11,949 White + Black Caribbean - 2,506 - 217 - 2,289 - 91.3 - 18,375 + 2,800 + 252 + 2,548 + 91.0 + 18,382 Index of Multiple Deprivation (quintiles) 1 Most deprived - 121,856 - 9,681 - 112,175 - 92.1 - 789,516 + 139,230 + 11,487 + 127,743 + 91.7 + 790,118 2 - 125,076 - 7,756 - 117,320 - 93.8 - 745,444 + 143,164 + 9,786 + 133,378 + 93.2 + 746,249 3 - 126,847 - 7,161 - 119,686 - 94.4 - 707,035 + 144,473 + 8,624 + 135,849 + 94.0 + 707,714 4 - 114,667 - 5,656 - 109,011 - 95.1 - 612,976 + 132,237 + 7,392 + 124,845 + 94.4 + 613,725 5 Least deprived - 100,604 - 4,529 - 96,075 - 95.5 - 518,714 + 119,140 + 6,748 + 112,392 + 94.3 + 518,553 Unknown - 23,016 - 1,463 - 21,553 - 93.6 - 112,322 + 27,090 + 1,764 + 25,326 + 93.5 + 113,204 brand of first dose Moderna - 4,550 - 525 - 4,025 - 88.5 - 162,022 + 6,657 + 630 + 6,027 + 90.5 + 164,542 Oxford-AZ - 359,401 - 19,320 - 340,081 - 94.6 - 366,233 + 361,088 + 19,005 + 342,083 + 94.7 + 366,072 Pfizer - 247,520 - 16,268 - 231,252 - 93.4 - 1,713,068 + 336,875 + 26,012 + 310,863 + 92.3 + 1,751,309 Unknown - 595 - 126 - 469 - 78.8 - 1,253 + 721 + 175 + 546 + 75.7 + 1,379 @@ -6185,7 +6193,7 @@

    -