added stats on observations

notebooks/fig_spin_valid.ipynb

@@ -324,6 +324,46 @@
     "# len(data), len(data[mask]), len(data[mask_HG1G2]), len(data[mask_HG1G2sp]), len(data[mask_sHG1G2_g]), len(data[mask_sHG1G2_r]), len(data[mask_sHG1G2])"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "e20c6a59",
+   "metadata": {},
+   "source": [
+    "# Stat observations"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "id": "bdc0da14",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Observation  $89_{-24}^{+41}$\n",
+      "Days         $1068_{-82}^{+64}$\n",
+      "Observation  $101_{-29}^{+44}$\n",
+      "Days         $1074_{-70}^{+71}$\n"
+     ]
+    }
+   ],
+   "source": [
+    "q_obs = data['n_obs'].quantile([0.25,0.50,0.75])\n",
+    "q_day = data['n_days'].quantile([0.25,0.50,0.75])\n",
+    "\n",
+    "print('Observation  ${:.0f}_{{{:-.0f}}}^{{{:+.0f}}}$'.format( q_obs[0.50], q_obs[0.25]-q_obs[0.50], q_obs[0.75]-q_obs[0.50] ))\n",
+    "print('Days         ${:.0f}_{{{:-.0f}}}^{{{:+.0f}}}$'.format( q_day[0.50], q_day[0.25]-q_day[0.50], q_day[0.75]-q_day[0.50] ))\n",
+    "\n",
+    "q_obs = data.loc[maskFINK,'n_obs'].quantile([0.25,0.50,0.75])\n",
+    "q_day = data.loc[maskFINK,'n_days'].quantile([0.25,0.50,0.75])\n",
+    "\n",
+    "print('Observation  ${:.0f}_{{{:-.0f}}}^{{{:+.0f}}}$'.format( q_obs[0.50], q_obs[0.25]-q_obs[0.50], q_obs[0.75]-q_obs[0.50] ))\n",
+    "print('Days         ${:.0f}_{{{:-.0f}}}^{{{:+.0f}}}$'.format( q_day[0.50], q_day[0.25]-q_day[0.50], q_day[0.75]-q_day[0.50] ))\n",
+    "\n"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "ed6e70f4-d774-4c4b-bd59-449c227b9108",