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slides.html
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<meta name="author" content="Brad Duthie" />
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<title>Getting started with Rmarkdown presentations</title>
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ul.outline li.folded:hover {
padding: 0 0 0 20px;
background: transparent url(data:image/gif;base64,R0lGODdhCQAJAKEDAAAAAAAA/8PD/////ywAAAAACQAJAAACFISPoiu2sZyCyoV7G3hxz850CFIAADs=) no-repeat 0px 0.5em;
}
a.titleslide { font-weight: bold; font-style: italic }
img.hidden { display: none; visibility: hidden }
div.initial_prompt { display: none; visibility: hidden }
div.slide {
visibility: visible;
position: inherit;
}
div.handout {
border-top-style: solid;
border-top-width: thin;
border-top-color: black;
}
@media screen {
.hidden { display: none; visibility: visible }
div.slide.hidden { display: block; visibility: visible }
div.handout.hidden { display: block; visibility: visible }
div.background { display: none; visibility: hidden }
body.single_slide div.initial_prompt { display: block; visibility: visible }
body.single_slide div.background { display: block; visibility: visible }
body.single_slide div.background.hidden { display: none; visibility: hidden }
body.single_slide .invisible { visibility: hidden }
body.single_slide .hidden { display: none; visibility: hidden }
body.single_slide div.slide { position: absolute }
body.single_slide div.handout { display: none; visibility: hidden }
}
@media print {
.hidden { display: block; visibility: visible }
div.slide pre { font-size: 60%; padding-left: 0.5em; }
div.toolbar { display: none; visibility: hidden; }
div.slidy_toc { display: none; visibility: hidden; }
div.background { display: none; visibility: hidden; }
div.slide { page-break-before: always }
div.slide.first-slide { page-break-before: avoid }
}
.jslider table {
margin-left: 0em;
margin-right: 0em;
}
table.dataTable, .shiny-datatable-output div {
font-size: 14pt;
}
.dataTables_info, .dataTables_paginate {
font-size: 19px;
}
pre.sourceCode, code.sourceCode {
font-size: 80%;
}
label, button, input, select, textarea {
font-size: 14pt;
}
ul.nav, ul.nav li {
list-style-type: none;
}
</style>
<script src="data:application/javascript;base64,/* slidy.js

   Copyright (c) 2005-2013 W3C (MIT, ERCIM, Keio), All Rights Reserved.
   W3C liability, trademark, document use and software licensing
   rules apply, see:

   http://www.w3.org/Consortium/Legal/copyright-documents
   http://www.w3.org/Consortium/Legal/copyright-software

   Defines single name "w3c_slidy" in global namespace
   Adds event handlers without trampling on any others
*/

// the slidy object implementation
var w3c_slidy = {
  // classify which kind of browser we're running under
  ns_pos: (typeof window.pageYOffset!='undefined'),
  khtml: ((navigator.userAgent).indexOf("KHTML") >= 0 ? true : false),
  opera: ((navigator.userAgent).indexOf("Opera") >= 0 ? true : false),
  ipad: ((navigator.userAgent).indexOf("iPad") >= 0 ? true : false),
  iphone: ((navigator.userAgent).indexOf("iPhone") >= 0 ? true : false),
  android: ((navigator.userAgent).indexOf("Android") >= 0 ? true : false),
  ie: (typeof document.all != "undefined" && !this.opera),
  ie6: (!this.ns_pos && navigator.userAgent.indexOf("MSIE 6") != -1),
  ie7: (!this.ns_pos && navigator.userAgent.indexOf("MSIE 7") != -1),
  ie8: (!this.ns_pos && navigator.userAgent.indexOf("MSIE 8") != -1),
  ie9: (!this.ns_pos && navigator.userAgent.indexOf("MSIE 9") != -1),

  // data for swipe and double tap detection on touch screens
  last_tap: 0,
  prev_tap: 0,
  start_x: 0,
  start_y: 0,
  delta_x: 0,
  delta_y: 0,

  // are we running as XHTML? (doesn't work on Opera)
  is_xhtml: /xml/.test(document.contentType),

  slide_number: 0, // integer slide count: 0, 1, 2, ...
  slide_number_element: null, // element containing slide number
  slides: [], // set to array of slide div's
  notes: [], // set to array of handout div's
  backgrounds: [], // set to array of background div's
  observers: [], // list of observer functions
  toolbar: null, // element containing toolbar
  title: null, // document title
  last_shown: null, // last incrementally shown item
  eos: null,  // span element for end of slide indicator
  toc: null, // table of contents
  outline: null, // outline element with the focus
  selected_text_len: 0, // length of drag selection on document
  view_all: 0,  // 1 to view all slides + handouts
  want_toolbar: true,  // user preference to show/hide toolbar
  mouse_click_enabled: true, // enables left click for next slide
  scroll_hack: 0, // IE work around for position: fixed
  disable_slide_click: false,  // used by clicked anchors

  lang: "en", // updated to language specified by html file

  help_anchor: null, // used for keyboard focus hack in showToolbar()
  help_page: "http://www.w3.org/Talks/Tools/Slidy2/help/help.html",
  help_text: "Navigate with mouse click, space bar, Cursor Left/Right, " +
             "or Pg Up and Pg Dn. Use S and B to change font size.",

  size_index: 0,
  size_adjustment: 0,
  sizes:  new Array("10pt", "12pt", "14pt", "16pt", "18pt", "20pt",
                    "22pt", "24pt", "26pt", "28pt", "30pt", "32pt"),

  // needed for efficient resizing
  last_width: 0,
  last_height: 0,


  // Needed for cross browser support for relative width/height on
  // object elements. The work around is to save width/height attributes
  // and then to recompute absolute width/height dimensions on resizing
   objects: [],

  // attach initialiation event handlers
  set_up: function () {
    var init = function() { w3c_slidy.init(); };
    if (typeof window.addEventListener != "undefined")
      window.addEventListener("load", init, false);
    else
      window.attachEvent("onload", init);
  },

  hide_slides: function () {
    if (document.body && !w3c_slidy.initialized)
      document.body.style.visibility = "hidden";
    else
      setTimeout(w3c_slidy.hide_slides, 50);
  },

  // hack to persuade IE to compute correct document height
  // as needed for simulating fixed positioning of toolbar
  ie_hack: function () {
    window.resizeBy(0,-1);
    window.resizeBy(0, 1);
  },

  init: function () {
    //alert("slidy starting test 10");
    document.body.style.visibility = "visible";
    this.init_localization();
    this.add_toolbar();
    this.wrap_implicit_slides();
    this.collect_slides();
    this.collect_notes();
    this.collect_backgrounds();
    this.objects = document.body.getElementsByTagName("object");
    this.patch_anchors();
    this.slide_number = this.find_slide_number(location.href);
    window.offscreenbuffering = true;
    this.size_adjustment = this.find_size_adjust();
    this.time_left = this.find_duration();
    this.hide_image_toolbar();  // suppress IE image toolbar popup
    this.init_outliner();  // activate fold/unfold support
    this.title = document.title;
    this.keyboardless = (this.ipad||this.iphone||this.android);

    if (this.keyboardless)
    {
      w3c_slidy.remove_class(w3c_slidy.toolbar, "hidden")
      this.want_toolbar = 0;
    }

    // work around for opera bug
    this.is_xhtml = (document.body.tagName == "BODY" ? false : true);

    if (this.slides.length > 0)
    {
      var slide = this.slides[this.slide_number];
   
      if (this.slide_number > 0)
      {
        this.set_visibility_all_incremental("visible");
        this.last_shown = this.previous_incremental_item(null);
        this.set_eos_status(true);
      }
      else
      {
        this.last_shown = null;
        this.set_visibility_all_incremental("hidden");
        this.set_eos_status(!this.next_incremental_item(this.last_shown));
      }

      this.set_location();
      this.add_class(this.slides[0], "first-slide");
      w3c_slidy.show_slide(slide);
    }

    this.toc = this.table_of_contents();

    this.add_initial_prompt();

    // bind event handlers without interfering with custom page scripts
    // Tap events behave too weirdly to support clicks reliably on
    // iPhone and iPad, so exclude these from click handler

    if (!this.keyboardless)
    {
      this.add_listener(document.body, "click", this.mouse_button_click);
      this.add_listener(document.body, "mousedown", this.mouse_button_down);
    }

    this.add_listener(document, "keydown", this.key_down);
    this.add_listener(document, "keypress", this.key_press);
    this.add_listener(window, "resize", this.resized);
    this.add_listener(window, "scroll", this.scrolled);
    this.add_listener(window, "unload", this.unloaded);

    this.add_listener(document, "gesturechange", function ()
    {
      return false;
    });

    this.attach_touch_handers(this.slides);

    // this seems to be a debugging hack
    //if (!document.body.onclick)
    //  document.body.onclick = function () { };

    this.single_slide_view();

    //this.set_location();

    this.resized();

    if (this.ie7)
      setTimeout(w3c_slidy.ie_hack, 100);

    this.show_toolbar();

    // for back button detection
    setInterval(function () { w3c_slidy.check_location(); }, 200);
    w3c_slidy.initialized = true;
  },

  // create div element with links to each slide
  table_of_contents: function () {
    var toc = this.create_element("div");
    this.add_class(toc, "slidy_toc hidden");
    //toc.setAttribute("tabindex", "0");

    var heading = this.create_element("div");
    this.add_class(heading, "toc-heading");
    heading.innerHTML = this.localize("Table of Contents");

    toc.appendChild(heading);
    var previous = null;

    for (var i = 0; i < this.slides.length; ++i)
    {
      var title = this.has_class(this.slides[i], "title");
      var num = document.createTextNode((i + 1) + ". ");

      toc.appendChild(num);

      var a = this.create_element("a");
      a.setAttribute("href", "#(" + (i+1) + ")");

      if (title)
        this.add_class(a, "titleslide");

      var name = document.createTextNode(this.slide_name(i));
      a.appendChild(name);
      a.onclick = w3c_slidy.toc_click;
      a.onkeydown = w3c_slidy.toc_key_down;
      a.previous = previous;

      if (previous)
        previous.next = a;

      toc.appendChild(a);

      if (i == 0)
        toc.first = a;

      if (i < this.slides.length - 1)
      {
        var br = this.create_element("br");
        toc.appendChild(br);
      }

      previous = a;
    }

    toc.focus = function () {
      if (this.first)
        this.first.focus();
    }

    toc.onmouseup = w3c_slidy.mouse_button_up;

    toc.onclick = function (e) {
      e||(e=window.event);

      if (w3c_slidy.selected_text_len <= 0)
         w3c_slidy.hide_table_of_contents(true);

      w3c_slidy.stop_propagation(e);
    
      if (e.cancel != undefined)
        e.cancel = true;
      
      if (e.returnValue != undefined)
        e.returnValue = false;
      
      return false;
    };

    document.body.insertBefore(toc, document.body.firstChild);
    return toc;
  },

  is_shown_toc: function () {
    return !w3c_slidy.has_class(w3c_slidy.toc, "hidden");
  },

  show_table_of_contents: function () {
    w3c_slidy.remove_class(w3c_slidy.toc, "hidden");
    var toc = w3c_slidy.toc;
    toc.focus();

    if (w3c_slidy.ie7 && w3c_slidy.slide_number == 0)
      setTimeout(w3c_slidy.ie_hack, 100);
  },

  hide_table_of_contents: function (focus) {
    w3c_slidy.add_class(w3c_slidy.toc, "hidden");

    if (focus && !w3c_slidy.opera &&
        !w3c_slidy.has_class(w3c_slidy.toc, "hidden"))
      w3c_slidy.set_focus();
  },

  toggle_table_of_contents: function () {
    if (w3c_slidy.is_shown_toc())
      w3c_slidy.hide_table_of_contents(true);
    else
      w3c_slidy.show_table_of_contents();
  },

  // called on clicking toc entry
  toc_click: function (e) {
    if (!e)
      e = window.event;

    var target = w3c_slidy.get_target(e);

    if (target && target.nodeType == 1)
    {
      var uri = target.getAttribute("href");

      if (uri)
      {
        //alert("going to " + uri);
        var slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.hide_slide(slide);
        w3c_slidy.slide_number = w3c_slidy.find_slide_number(uri);
        slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.last_shown = null;
        w3c_slidy.set_location();
        w3c_slidy.set_visibility_all_incremental("hidden");
        w3c_slidy.set_eos_status(!w3c_slidy.next_incremental_item(w3c_slidy.last_shown));
        w3c_slidy.show_slide(slide);
        //target.focus();

        try
        {
          if (!w3c_slidy.opera)
            w3c_slidy.set_focus();
        }
        catch (e)
        {
        }
      }
    }

    w3c_slidy.hide_table_of_contents(true);
    if (w3c_slidy.ie7) w3c_slidy.ie_hack();
    w3c_slidy.stop_propagation(e);
    return w3c_slidy.cancel(e);
  },

  // called onkeydown for toc entry
  toc_key_down: function (event) {
    var key;

    if (!event)
      var event = window.event;

    // kludge around NS/IE differences 
    if (window.event)
      key = window.event.keyCode;
    else if (event.which)
      key = event.which;
    else
      return true; // Yikes! unknown browser

    // ignore event if key value is zero
    // as for alt on Opera and Konqueror
    if (!key)
      return true;

    // check for concurrent control/command/alt key
    // but are these only present on mouse events?

    if (event.ctrlKey || event.altKey)
      return true;

    if (key == 13)
    {
      var uri = this.getAttribute("href");

      if (uri)
      {
        //alert("going to " + uri);
       var slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.hide_slide(slide);
        w3c_slidy.slide_number = w3c_slidy.find_slide_number(uri);
        slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.last_shown = null;
        w3c_slidy.set_location();
        w3c_slidy.set_visibility_all_incremental("hidden");
        w3c_slidy.set_eos_status(!w3c_slidy.next_incremental_item(w3c_slidy.last_shown));
        w3c_slidy.show_slide(slide);
        //target.focus();

        try
        {
          if (!w3c_slidy.opera)
            w3c_slidy.set_focus();
        }
        catch (e)
        {
        }
      }

      w3c_slidy.hide_table_of_contents(true);

      if (self.ie7)
       w3c_slidy.ie_hack();

      return w3c_slidy.cancel(event);
    }

    if (key == 40 && this.next)
    {
      this.next.focus();
      return w3c_slidy.cancel(event);
    }

    if (key == 38 && this.previous)
    {
      this.previous.focus();
      return w3c_slidy.cancel(event);
    }

    return true;
  },

  touchstart: function (e)
  {
    // a double touch often starts with a
    // single touch due to fingers touching
    // down at slightly different times
    // thus avoid calling preventDefault here
    this.prev_tap = this.last_tap;
    this.last_tap = (new Date).getTime();

    var tap_delay = this.last_tap - this.prev_tap;

    if (tap_delay <= 200)
    {
      // double tap
    }

    var touch = e.touches[0];

    this.pageX = touch.pageX;
    this.pageY = touch.pageY;
    this.screenX = touch.screenX;
    this.screenY = touch.screenY;
    this.clientX = touch.clientX;
    this.clientY = touch.clientY;

    this.delta_x = this.delta_y = 0;
  },

  touchmove: function (e)
  {
    // override native gestures for single touch
    if (e.touches.length > 1)
      return;

    e.preventDefault();
    var touch = e.touches[0];
    this.delta_x = touch.pageX - this.pageX;
    this.delta_y = touch.pageY - this.pageY;
  },

  touchend: function (e)
  {
    // default behavior for multi-touch
    if (e.touches.length > 1)
      return;

    var delay = (new Date).getTime() - this.last_tap;
    var dx = this.delta_x;
    var dy = this.delta_y;
    var abs_dx = Math.abs(dx);
    var abs_dy = Math.abs(dy);

    if (delay < 500 && (abs_dx > 100 || abs_dy > 100))
    {
      if (abs_dx > 0.5 * abs_dy)
      {
        e.preventDefault();

        if (dx < 0)
          w3c_slidy.next_slide(true);
        else
          w3c_slidy.previous_slide(true);
      }
      else if (abs_dy > 2 * abs_dx)
      {
        e.preventDefault();
        w3c_slidy.toggle_table_of_contents();
      }
    }
  },

  // ### OBSOLETE ###
  before_print: function () {
    this.show_all_slides();
    this.hide_toolbar();
    alert("before print");
  },

  // ### OBSOLETE ###
  after_print: function () {
    if (!this.view_all)
    {
      this.single_slide_view();
      this.show_toolbar();
    }
    alert("after print");
  },

  // ### OBSOLETE ###
  print_slides: function () {
    this.before_print();
    window.print();
    this.after_print();
  },

  // ### OBSOLETE ?? ###
  toggle_view: function () {
    if (this.view_all)
    {
      this.single_slide_view();
      this.show_toolbar();
      this.view_all = 0;
    }
    else
    {
      this.show_all_slides();
      this.hide_toolbar();
      this.view_all = 1;
    }
  },

  // prepare for printing  ### OBSOLETE ###
  show_all_slides: function () {
    this.remove_class(document.body, "single_slide");
    this.set_visibility_all_incremental("visible");
  },

  // restore after printing  ### OBSOLETE ###
  single_slide_view: function () {
    this.add_class(document.body, "single_slide");
    this.set_visibility_all_incremental("visible");
    this.last_shown = this.previous_incremental_item(null);
  },

  // suppress IE's image toolbar pop up
  hide_image_toolbar: function () {
    if (!this.ns_pos)
    {
      var images = document.getElementsByTagName("IMG");

      for (var i = 0; i < images.length; ++i)
        images[i].setAttribute("galleryimg", "no");
    }
  },

  unloaded: function (e) {
    //alert("unloaded");
  },

  // Safari and Konqueror don't yet support getComputedStyle()
  // and they always reload page when location.href is updated
  is_KHTML: function () {
    var agent = navigator.userAgent;
    return (agent.indexOf("KHTML") >= 0 ? true : false);
  },

  // find slide name from first h1 element
  // default to document title + slide number
  slide_name: function (index) {
    var name = null;
    var slide = this.slides[index];

    var heading = this.find_heading(slide);

    if (heading)
      name = this.extract_text(heading);

    if (!name)
      name = this.title + "(" + (index + 1) + ")";

    name.replace(/\&/g, "&amp;");
    name.replace(/\</g, "&lt;");
    name.replace(/\>/g, "&gt;");

    return name;
  },

  // find first h1 element in DOM tree
  find_heading: function (node) {
    if (!node || node.nodeType != 1)
      return null;

    if (node.nodeName == "H1" || node.nodeName == "h1")
      return node;

    var child = node.firstChild;

    while (child)
    {
      node = this.find_heading(child);

      if (node)
        return node;

      child = child.nextSibling;
    }

    return null;
  },

  // recursively extract text from DOM tree
  extract_text: function (node) {
    if (!node)
      return "";

    // text nodes
    if (node.nodeType == 3)
      return node.nodeValue;

    // elements
    if (node.nodeType == 1)
    {
      node = node.firstChild;
      var text = "";

      while (node)
      {
        text = text + this.extract_text(node);
        node = node.nextSibling;
      }

      return text;
    }

    return "";
  },

  // find copyright text from meta element
  find_copyright: function () {
    var name, content;
    var meta = document.getElementsByTagName("meta");

    for (var i = 0; i < meta.length; ++i)
    {
      name = meta[i].getAttribute("name");
      content = meta[i].getAttribute("content");

      if (name == "copyright")
        return content;
    }

    return null;
  },

  find_size_adjust: function () {
    var name, content, offset;
    var meta = document.getElementsByTagName("meta");

    for (var i = 0; i < meta.length; ++i)
    {
      name = meta[i].getAttribute("name");
      content = meta[i].getAttribute("content");

      if (name == "font-size-adjustment")
        return 1 * content;
    }

    return 1;
  },

  // <meta name="duration" content="20" />  for 20 minutes
  find_duration: function () {
    var name, content, offset;
    var meta = document.getElementsByTagName("meta");

    for (var i = 0; i < meta.length; ++i)
    {
      name = meta[i].getAttribute("name");
      content = meta[i].getAttribute("content");

      if (name == "duration")
        return 60000 * content;
    }

    return null;
  },

  replace_by_non_breaking_space: function (str) {
    for (var i = 0; i < str.length; ++i)
      str[i] = 160;
  },

  // ### CHECK ME ### is use of "li" okay for text/html?
  // for XHTML do we also need to specify namespace?
  init_outliner: function () {
    var items = document.getElementsByTagName("li");

    for (var i = 0; i < items.length; ++i)
    {
      var target = items[i];

      if (!this.has_class(target.parentNode, "outline"))
        continue;

      target.onclick = this.outline_click;
/* ### more work needed for IE6
      if (!this.ns_pos)
      {
        target.onmouseover = this.hover_outline;
        target.onmouseout = this.unhover_outline;
      }
*/
      if (this.foldable(target))
      {
        target.foldable = true;
        target.onfocus = function () {w3c_slidy.outline = this;};
        target.onblur = function () {w3c_slidy.outline = null;};

        if (!target.getAttribute("tabindex"))
          target.setAttribute("tabindex", "0");

        if (this.has_class(target, "expand"))
          this.unfold(target);
        else
          this.fold(target);
      }
      else
      {
        this.add_class(target, "nofold");
        target.visible = true;
        target.foldable = false;
      }
    }
  },

  foldable: function (item) {
    if (!item || item.nodeType != 1)
      return false;

    var node = item.firstChild;

    while (node)
    {
      if (node.nodeType == 1 && this.is_block(node))
        return true;

      node = node.nextSibling;
    }

    return false;
  },

  // ### CHECK ME ### switch to add/remove "hidden" class
  fold: function (item) {
    if (item)
    {
      this.remove_class(item, "unfolded");
      this.add_class(item, "folded");
    }

    var node = item ? item.firstChild : null;

    while (node)
    {
      if (node.nodeType == 1 && this.is_block(node)) // element
      {
         w3c_slidy.add_class(node, "hidden");
      }

      node = node.nextSibling;
    }

    item.visible = false;
  },

  // ### CHECK ME ### switch to add/remove "hidden" class
  unfold: function (item) {
    if (item)
    {
      this.add_class(item, "unfolded");
      this.remove_class(item, "folded");
    }

    var node = item ? item.firstChild : null;

    while (node)
    {
      if (node.nodeType == 1 && this.is_block(node)) // element
      {
        w3c_slidy.remove_class(node, "hidden");
      }

      node = node.nextSibling;
    }

    item.visible = true;
  },

  outline_click: function (e) {
    if (!e)
      e = window.event;

    var rightclick = false;
    var target = w3c_slidy.get_target(e);

    while (target && target.visible == undefined)
      target = target.parentNode;

    if (!target)
      return true;

    if (e.which)
      rightclick = (e.which == 3);
    else if (e.button)
      rightclick = (e.button == 2);

    if (!rightclick && target.visible != undefined)
    {
      if (target.foldable)
      {
        if (target.visible)
          w3c_slidy.fold(target);
        else
          w3c_slidy.unfold(target);
      }

      w3c_slidy.stop_propagation(e);
      e.cancel = true;
      e.returnValue = false;
    }

    return false;
  },

  add_initial_prompt: function () {
    var prompt = this.create_element("div");
    prompt.setAttribute("class", "initial_prompt");

    var p1 = this.create_element("p");
    prompt.appendChild(p1);
    p1.setAttribute("class", "help");

    if (this.keyboardless)
      p1.innerHTML = "swipe left to move to next slide";
    else
      p1.innerHTML = "Space, Right Arrow or swipe left to move to " +
                     "next slide, click help below for more details";

    this.add_listener(prompt, "click", function (e) {
      document.body.removeChild(prompt);
      w3c_slidy.stop_propagation(e);
    
      if (e.cancel != undefined)
        e.cancel = true;
      
      if (e.returnValue != undefined)
        e.returnValue = false;
      
      return false;
    });

    document.body.appendChild(prompt);
    this.initial_prompt = prompt;
    setTimeout(function() {document.body.removeChild(prompt);}, 5000);
  },

  add_toolbar: function () {
    var counter, page;

     this.toolbar = this.create_element("div");
     this.toolbar.setAttribute("class", "toolbar");

     // a reasonably behaved browser
     if (this.ns_pos || !this.ie6)
     {
       var right = this.create_element("div");
       right.setAttribute("style", "float: right; text-align: right");

       counter = this.create_element("span")
       counter.innerHTML = this.localize("slide") + " n/m";
       right.appendChild(counter);
       this.toolbar.appendChild(right);

       var left = this.create_element("div");
       left.setAttribute("style", "text-align: left");

       // global end of slide indicator
       this.eos = this.create_element("span");
       this.eos.innerHTML = "* ";
       left.appendChild(this.eos);

       var help = this.create_element("a");
       help.setAttribute("href", this.help_page);
       help.setAttribute("title", this.localize(this.help_text));
       help.innerHTML = this.localize("help?");
       left.appendChild(help);
       help.style.display="none"; 
       this.help_anchor = help;  // save for focus hack

       var gap1 = document.createTextNode(" ");
       left.appendChild(gap1);

       var contents = this.create_element("a");
       contents.setAttribute("href", "javascript:w3c_slidy.toggle_table_of_contents()");
       contents.setAttribute("title", this.localize("table of contents"));
       contents.innerHTML = this.localize("Contents");
       left.appendChild(contents);

       var gap2 = document.createTextNode(" ");
       left.appendChild(gap2);

       var copyright = this.find_copyright();

       if (copyright)
       {
         var span = this.create_element("span");
         span.className = "copyright";
         span.innerHTML = copyright;
         left.appendChild(span);
       }

       this.toolbar.setAttribute("tabindex", "0");
       this.toolbar.appendChild(left);
     }
     else // IE6 so need to work around its poor CSS support
     {
       this.toolbar.style.position = (this.ie7 ? "fixed" : "absolute");
       this.toolbar.style.zIndex = "200";
       this.toolbar.style.width = "99.9%";
       this.toolbar.style.height = "1.2em";
       this.toolbar.style.top = "auto";
       this.toolbar.style.bottom = "0";
       this.toolbar.style.left = "0";
       this.toolbar.style.right = "0";
       this.toolbar.style.textAlign = "left";
       this.toolbar.style.fontSize = "60%";
       this.toolbar.style.color = "red";
       this.toolbar.borderWidth = 0;
       this.toolbar.className = "toolbar";
       this.toolbar.style.background = "rgb(240,240,240)";

       // would like to have help text left aligned
       // and page counter right aligned, floating
       // div's don't work, so instead use nested
       // absolutely positioned div's.

       var sp = this.create_element("span");
       sp.innerHTML = "&nbsp;&nbsp;*&nbsp;";
       this.toolbar.appendChild(sp);
       this.eos = sp;  // end of slide indicator

       var help = this.create_element("a");
       help.setAttribute("href", this.help_page);
       help.setAttribute("title", this.localize(this.help_text));
       help.innerHTML = this.localize("help?");
       this.toolbar.appendChild(help);
       this.help_anchor = help;  // save for focus hack

       var gap1 = document.createTextNode(" ");
       this.toolbar.appendChild(gap1);

       var contents = this.create_element("a");
       contents.setAttribute("href", "javascript:toggleTableOfContents()");
       contents.setAttribute("title", this.localize("table of contents".localize));
       contents.innerHTML = this.localize("contents?");
       this.toolbar.appendChild(contents);

       var gap2 = document.createTextNode(" ");
       this.toolbar.appendChild(gap2);

       var copyright = this.find_copyright();

       if (copyright)
       {
         var span = this.create_element("span");
         span.innerHTML = copyright;
         span.style.color = "black";
         span.style.marginLeft = "0.5em";
         this.toolbar.appendChild(span);
       }

       counter = this.create_element("div")
       counter.style.position = "absolute";
       counter.style.width = "auto"; //"20%";
       counter.style.height = "1.2em";
       counter.style.top = "auto";
       counter.style.bottom = 0;
       counter.style.right = "0";
       counter.style.textAlign = "right";
       counter.style.color = "red";
       counter.style.background = "rgb(240,240,240)";

       counter.innerHTML = this.localize("slide") + " n/m";
       this.toolbar.appendChild(counter);
     }

     // ensure that click isn't passed through to the page
     this.toolbar.onclick =
         function (e) {
           if (!e)
             e = window.event;

           var target = e.target;

           if (!target && e.srcElement)
             target = e.srcElement;

           // work around Safari bug
           if (target && target.nodeType == 3)
             target = target.parentNode;

           w3c_slidy.stop_propagation(e);

           if (target && target.nodeName.toLowerCase() != "a")
             w3c_slidy.mouse_button_click(e);
         };

     this.slide_number_element = counter;
     this.set_eos_status(false);
     document.body.appendChild(this.toolbar);
  },

  // wysiwyg editors make it hard to use div elements
  // e.g. amaya loses the div when you copy and paste
  // this function wraps div elements around implicit
  // slides which start with an h1 element and continue
  // up to the next heading or div element
  wrap_implicit_slides: function () {
    var i, heading, node, next, div;
    var headings = document.getElementsByTagName("h1");

    if (!headings)
      return;

    for (i = 0; i < headings.length; ++i)
    {
      heading = headings[i];

      if (heading.parentNode != document.body)
        continue;

      node = heading.nextSibling;

      div = document.createElement("div");
      this.add_class(div, "slide");
      document.body.replaceChild(div, heading);
      div.appendChild(heading);

      while (node)
      {
        if (node.nodeType == 1) // an element
        {
           if (node.nodeName == "H1" || node.nodeName == "h1")
             break;

           if (node.nodeName == "DIV" || node.nodeName == "div")
           {
             if (this.has_class(node, "slide"))
               break;

             if (this.has_class(node, "handout"))
               break;
           }
        }

        next = node.nextSibling;
        node = document.body.removeChild(node);
        div.appendChild(node);
        node = next;
      } 
    }
  },

  attach_touch_handers: function(slides)
  {
    var i, slide;

    for (i = 0; i < slides.length; ++i)
    {
      slide = slides[i];
      this.add_listener(slide, "touchstart", this.touchstart);
      this.add_listener(slide, "touchmove", this.touchmove);
      this.add_listener(slide, "touchend", this.touchend);
    }
  },

// return new array of all slides
  collect_slides: function () {
    var slides = new Array();
    var divs = document.body.getElementsByTagName("div");

    for (var i = 0; i < divs.length; ++i)
    {
      div = divs.item(i);

      if (this.has_class(div, "slide"))
      {
        // add slide to collection
        slides[slides.length] = div;

        // hide each slide as it is found
        this.add_class(div, "hidden");

        // add dummy <br/> at end for scrolling hack
        var node1 = document.createElement("br");
        div.appendChild(node1);
        var node2 = document.createElement("br");
        div.appendChild(node2);
      }
      else if (this.has_class(div, "background"))
      {  // work around for Firefox SVG reload bug
        // which otherwise replaces 1st SVG graphic with 2nd
        div.style.display = "block";
      }
    }

    this.slides = slides;
  },

  // return new array of all <div class="handout">
  collect_notes: function () {
    var notes = new Array();
    var divs = document.body.getElementsByTagName("div");

    for (var i = 0; i < divs.length; ++i)
    {
      div = divs.item(i);

      if (this.has_class(div, "handout"))
      {
        // add note to collection
        notes[notes.length] = div;

        // and hide it
        this.add_class(div, "hidden");
      }
    }

    this.notes = notes;
  },

  // return new array of all <div class="background">
  // including named backgrounds e.g. class="background titlepage"
  collect_backgrounds: function () {
    var backgrounds = new Array();
    var divs = document.body.getElementsByTagName("div");

    for (var i = 0; i < divs.length; ++i)
    {
      div = divs.item(i);

      if (this.has_class(div, "background"))
      {
        // add background to collection
        backgrounds[backgrounds.length] = div;

        // and hide it
        this.add_class(div, "hidden");
      }
    }

    this.backgrounds = backgrounds;
  },

  // set click handlers on all anchors
  patch_anchors: function () {
    var self = w3c_slidy;
    var handler = function (event) {
      // compare this.href with location.href
      // for link to another slide in this doc

      if (self.page_address(this.href) == self.page_address(location.href))
      {
        // yes, so find new slide number
        var newslidenum = self.find_slide_number(this.href);

        if (newslidenum != self.slide_number)
        {
          var slide = self.slides[self.slide_number];
          self.hide_slide(slide);
          self.slide_number = newslidenum;
          slide = self.slides[self.slide_number];
          self.show_slide(slide);
          self.set_location();
        }
      }
      else
        w3c_slidy.stop_propagation(event);

//      else if (this.target == null)
//        location.href = this.href;

      this.blur();
      self.disable_slide_click = true;
    };

    var anchors = document.body.getElementsByTagName("a");

    for (var i = 0; i < anchors.length; ++i)
    {
      if (window.addEventListener)
        anchors[i].addEventListener("click", handler, false);
      else
        anchors[i].attachEvent("onclick", handler);
    }
  },

  // ### CHECK ME ### see which functions are invoked via setTimeout
  // either directly or indirectly for use of w3c_slidy vs this
  show_slide_number: function () {
    var timer = w3c_slidy.get_timer();
    w3c_slidy.slide_number_element.innerHTML = timer + w3c_slidy.localize("slide") + " " +
           (w3c_slidy.slide_number + 1) + "/" + w3c_slidy.slides.length;
  },

  // every 200mS check if the location has been changed as a
  // result of the user activating the Back button/menu item
  // doesn't work for Opera < 9.5
  check_location: function () {
    var hash = location.hash;

    if (w3c_slidy.slide_number > 0 && (hash == "" || hash == "#"))
      w3c_slidy.goto_slide(0);
    else if (hash.length > 2 && hash != "#("+(w3c_slidy.slide_number+1)+")")
    {
      var num = parseInt(location.hash.substr(2));

      if (!isNaN(num))
        w3c_slidy.goto_slide(num-1);
    }

    if (w3c_slidy.time_left && w3c_slidy.slide_number > 0)
    {
      w3c_slidy.show_slide_number();

      if (w3c_slidy.time_left > 0)
        w3c_slidy.time_left -= 200;
    } 
  },

  get_timer: function () {
    var timer = "";
    if (w3c_slidy.time_left)
    {
      var mins, secs;
      secs = Math.floor(w3c_slidy.time_left/1000);
      mins = Math.floor(secs / 60);
      secs = secs % 60;
      timer = (mins ? mins+"m" : "") + secs + "s ";
    }

    return timer;
  },

  // this doesn't push location onto history stack for IE
  // for which a hidden iframe hack is needed: load page into
  // the iframe with script that set's parent's location.hash
  // but that won't work for standalone use unless we can
  // create the page dynamically via a javascript: URL
  // ### use history.pushState if available
  set_location: function () {
     var uri = w3c_slidy.page_address(location.href);
     var hash = "#(" + (w3c_slidy.slide_number+1) + ")";

     if (w3c_slidy.slide_number >= 0)
       uri = uri + hash;

     if (typeof(history.pushState) != "undefined" && location.protocol !== "file:")
     {
       document.title = w3c_slidy.title + " (" + (w3c_slidy.slide_number+1) + ")";
       history.pushState(0, document.title, hash);
       w3c_slidy.show_slide_number();
       w3c_slidy.notify_observers();
       return;
     }

     if (w3c_slidy.ie && (w3c_slidy.ie6 || w3c_slidy.ie7))
       w3c_slidy.push_hash(hash);

     if (uri != location.href) // && !khtml
        location.href = uri;

     if (this.khtml)
        hash = "(" + (w3c_slidy.slide_number+1) + ")";

     if (!this.ie && location.hash != hash && location.hash != "")
       location.hash = hash;

     document.title = w3c_slidy.title + " (" + (w3c_slidy.slide_number+1) + ")";
     w3c_slidy.show_slide_number();
     w3c_slidy.notify_observers();
  },

  notify_observers: function ()
  {
    var slide = this.slides[this.slide_number];

    for (var i = 0; i < this.observers.length; ++i)
      this.observers[i](this.slide_number+1, this.find_heading(slide).innerText, location.href);
  },

  add_observer: function (observer)
  {
    for (var i = 0; i < this.observers.length; ++i)
    {
      if (observer == this.observers[i])
        return;
    }

    this.observers.push(observer);
  },

  remove_observer: function (o)
  {
    for (var i = 0; i < this.observers.length; ++i)
    {
      if (observer == this.observers[i])
      {
        this.observers.splice(i,1);
        break;
      }
    }
  },

  page_address: function (uri) {
    var i = uri.indexOf("#");

    if (i < 0)
      i = uri.indexOf("%23");

    // check if anchor is entire page

    if (i < 0)
      return uri;  // yes

    return uri.substr(0, i);
  },

  // only used for IE6 and IE7
  on_frame_loaded: function (hash) {
    location.hash = hash;
    var uri = w3c_slidy.page_address(location.href);
    location.href = uri + hash;
  },

  // history hack with thanks to Bertrand Le Roy
  push_hash: function (hash) {
    if (hash == "") hash = "#(1)";
      window.location.hash = hash;

    var doc = document.getElementById("historyFrame").contentWindow.document;
    doc.open("javascript:'<html></html>'");
    doc.write("<html><head><script type=\"text/javascript\">window.parent.w3c_slidy.on_frame_loaded('"+
      (hash) + "');</script></head><body>hello mum</body></html>");
      doc.close();
  },

  // find current slide based upon location
  // first find target anchor and then look
  // for associated div element enclosing it
  // finally map that to slide number
  find_slide_number: function (uri) {
    // first get anchor from page location

    var i = uri.indexOf("#");

    // check if anchor is entire page
    if (i < 0)
      return 0;  // yes

    var anchor = unescape(uri.substr(i+1));

    // now use anchor as XML ID to find target
    var target = document.getElementById(anchor);

    if (!target)
    {
      // does anchor look like "(2)" for slide 2 ??
      // where first slide is (1)
      var re = /\((\d)+\)/;

      if (anchor.match(re))
      {
        var num = parseInt(anchor.substring(1, anchor.length-1));

        if (num > this.slides.length)
          num = 1;

        if (--num < 0)
          num = 0;

        return num;
      }

      // accept [2] for backwards compatibility
      re = /\[(\d)+\]/;

      if (anchor.match(re))
      {
         var num = parseInt(anchor.substring(1, anchor.length-1));

         if (num > this.slides.length)
            num = 1;

         if (--num < 0)
            num = 0;

         return num;
      }

      // oh dear unknown anchor
      return 0;
    }

    // search for enclosing slide

    while (true)
    {
      // browser coerces html elements to uppercase!
      if (target.nodeName.toLowerCase() == "div" &&
            this.has_class(target, "slide"))
      {
        // found the slide element
        break;
      }

      // otherwise try parent element if any

      target = target.parentNode;

      if (!target)
      {
        return 0;   // no luck!
      }
    };

    for (i = 0; i < slides.length; ++i)
    {
      if (slides[i] == target)
        return i;  // success
    }

    // oh dear still no luck
    return 0;
  },

  previous_slide: function (incremental) {
    if (!w3c_slidy.view_all)
    {
      var slide;

      if ((incremental || w3c_slidy.slide_number == 0) && w3c_slidy.last_shown != null)
      {
        w3c_slidy.last_shown = w3c_slidy.hide_previous_item(w3c_slidy.last_shown);
        w3c_slidy.set_eos_status(false);
      }
      else if (w3c_slidy.slide_number > 0)
      {
        slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.hide_slide(slide);

        w3c_slidy.slide_number = w3c_slidy.slide_number - 1;
        slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.set_visibility_all_incremental("visible");
        w3c_slidy.last_shown = w3c_slidy.previous_incremental_item(null);
        w3c_slidy.set_eos_status(true);
        w3c_slidy.show_slide(slide);
      }

      w3c_slidy.set_location();

      if (!w3c_slidy.ns_pos)
        w3c_slidy.refresh_toolbar(200);
    }
  },

  next_slide: function (incremental) {
    if (!w3c_slidy.view_all)
    {
      var slide, last = w3c_slidy.last_shown;

      if (incremental || w3c_slidy.slide_number == w3c_slidy.slides.length - 1)
         w3c_slidy.last_shown = w3c_slidy.reveal_next_item(w3c_slidy.last_shown);

      if ((!incremental || w3c_slidy.last_shown == null) &&
             w3c_slidy.slide_number < w3c_slidy.slides.length - 1)
      {
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.hide_slide(slide);

         w3c_slidy.slide_number = w3c_slidy.slide_number + 1;
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.last_shown = null;
         w3c_slidy.set_visibility_all_incremental("hidden");
         w3c_slidy.show_slide(slide);
      }
      else if (!w3c_slidy.last_shown)
      {
         if (last && incremental)
           w3c_slidy.last_shown = last;
      }

      w3c_slidy.set_location();

      w3c_slidy.set_eos_status(!w3c_slidy.next_incremental_item(w3c_slidy.last_shown));

      if (!w3c_slidy.ns_pos)
         w3c_slidy.refresh_toolbar(200);
     }
  },

  // to first slide with nothing revealed
  // i.e. state at start of presentation
  first_slide: function () {
     if (!w3c_slidy.view_all)
     {
       var slide;

       if (w3c_slidy.slide_number != 0)
       {
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.hide_slide(slide);

         w3c_slidy.slide_number = 0;
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.last_shown = null;
         w3c_slidy.set_visibility_all_incremental("hidden");
         w3c_slidy.show_slide(slide);
       }

       w3c_slidy.set_eos_status(
         !w3c_slidy.next_incremental_item(w3c_slidy.last_shown));
       w3c_slidy.set_location();
     }
  },

  // goto last slide with everything revealed
  // i.e. state at end of presentation
  last_slide: function () {
    if (!w3c_slidy.view_all)
    {
      var slide;

      w3c_slidy.last_shown = null; //revealNextItem(lastShown);

      if (w3c_slidy.last_shown == null &&
          w3c_slidy.slide_number < w3c_slidy.slides.length - 1)
      {
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.hide_slide(slide);
         w3c_slidy.slide_number = w3c_slidy.slides.length - 1;
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.set_visibility_all_incremental("visible");
         w3c_slidy.last_shown = w3c_slidy.previous_incremental_item(null);

         w3c_slidy.show_slide(slide);
      }
      else
      {
         w3c_slidy.set_visibility_all_incremental("visible");
         w3c_slidy.last_shown = w3c_slidy.previous_incremental_item(null);
      }

      w3c_slidy.set_eos_status(true);
      w3c_slidy.set_location();
    }
  },


  // ### check this and consider add/remove class
  set_eos_status: function (state) {
    if (this.eos)
      this.eos.style.color = (state ? "rgb(240,240,240)" : "red");
  },

  // first slide is 0
  goto_slide: function (num) {
    //alert("going to slide " + (num+1));
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];
    w3c_slidy.hide_slide(slide);
    w3c_slidy.slide_number = num;
    slide = w3c_slidy.slides[w3c_slidy.slide_number];
    w3c_slidy.last_shown = null;
    w3c_slidy.set_visibility_all_incremental("hidden");
    w3c_slidy.set_eos_status(!w3c_slidy.next_incremental_item(w3c_slidy.last_shown));
    document.title = w3c_slidy.title + " (" + (w3c_slidy.slide_number+1) + ")";
    w3c_slidy.show_slide(slide);
    w3c_slidy.show_slide_number();
  },


  show_slide: function (slide) {
    this.sync_background(slide);
    this.remove_class(slide, "hidden");

    // work around IE9 object rendering bug
    setTimeout("window.scrollTo(0,0);", 1);
  },

  hide_slide: function (slide) {
    this.add_class(slide, "hidden");
  },

  set_focus: function (element)
  {
    if (element)
      element.focus();
    else
    {
      w3c_slidy.help_anchor.focus();

      setTimeout(function() {
        w3c_slidy.help_anchor.blur();
      }, 1);
    }
  },

  // show just the backgrounds pertinent to this slide
  // when slide background-color is transparent
  // this should now work with rgba color values
  sync_background: function (slide) {
    var background;
    var bgColor;

    if (slide.currentStyle)
      bgColor = slide.currentStyle["backgroundColor"];
    else if (document.defaultView)
    {
      var styles = document.defaultView.getComputedStyle(slide,null);

      if (styles)
        bgColor = styles.getPropertyValue("background-color");
      else // broken implementation probably due Safari or Konqueror
      {
        //alert("defective implementation of getComputedStyle()");
        bgColor = "transparent";
      }
    }
    else
      bgColor == "transparent";

    if (bgColor == "transparent" ||
        bgColor.indexOf("rgba") >= 0 ||
        bgColor.indexOf("opacity") >= 0)
    {
      var slideClass = this.get_class_list(slide);

      for (var i = 0; i < this.backgrounds.length; i++)
      {
        background = this.backgrounds[i];

        var bgClass = this.get_class_list(background);

        if (this.matching_background(slideClass, bgClass))
          this.remove_class(background, "hidden");
        else
          this.add_class(background, "hidden");
      }
    }
    else // forcibly hide all backgrounds
      this.hide_backgrounds();
  },

  hide_backgrounds: function () {
    for (var i = 0; i < this.backgrounds.length; i++)
    {
      background = this.backgrounds[i];
      this.add_class(background, "hidden");
    }
  },

  // compare classes for slide and background
  matching_background: function (slideClass, bgClass) {
    var i, count, pattern, result;

    // define pattern as regular expression
    pattern = /\w+/g;

    // check background class names
    result = bgClass.match(pattern);

    for (i = count = 0; i < result.length; i++)
    {
      if (result[i] == "hidden")
        continue;

      if (result[i] == "background")
	continue;

      ++count;
    }

    if (count == 0)  // default match
      return true;

    // check for matches and place result in array
    result = slideClass.match(pattern);

    // now check if desired name is present for background
    for (i = count = 0; i < result.length; i++)
    {
      if (result[i] == "hidden")
        continue;

      if (this.has_token(bgClass, result[i]))
        return true;
    }

    return false;
  },

  resized: function () {
     var width = 0;

     if ( typeof( window.innerWidth ) == 'number' )
       width = window.innerWidth;  // Non IE browser
     else if (document.documentElement && document.documentElement.clientWidth)
       width = document.documentElement.clientWidth;  // IE6
     else if (document.body && document.body.clientWidth)
       width = document.body.clientWidth; // IE4

     var height = 0;

     if ( typeof( window.innerHeight ) == 'number' )
       height = window.innerHeight;  // Non IE browser
     else if (document.documentElement && document.documentElement.clientHeight)
       height = document.documentElement.clientHeight;  // IE6
     else if (document.body && document.body.clientHeight)
       height = document.body.clientHeight; // IE4

     if (height && (width/height > 1.05*1024/768))
     {
       width = height * 1024.0/768;
     }

     // IE fires onresize even when only font size is changed!
     // so we do a check to avoid blocking < and > actions
     if (width != w3c_slidy.last_width || height != w3c_slidy.last_height)
     {
       if (width >= 1100)
         w3c_slidy.size_index = 5;    // 4
       else if (width >= 1000)
         w3c_slidy.size_index = 4;    // 3
       else if (width >= 800)
         w3c_slidy.size_index = 3;    // 2
       else if (width >= 600)
         w3c_slidy.size_index = 2;    // 1
       else if (width)
         w3c_slidy.size_index = 0;

       // add in font size adjustment from meta element e.g.
       // <meta name="font-size-adjustment" content="-2" />
       // useful when slides have too much content ;-)

       if (0 <= w3c_slidy.size_index + w3c_slidy.size_adjustment &&
             w3c_slidy.size_index + w3c_slidy.size_adjustment < w3c_slidy.sizes.length)
         w3c_slidy.size_index = w3c_slidy.size_index + w3c_slidy.size_adjustment;

       // enables cross browser use of relative width/height
       // on object elements for use with SVG and Flash media
       w3c_slidy.adjust_object_dimensions(width, height);

       if (document.body.style.fontSize != w3c_slidy.sizes[w3c_slidy.size_index])
       {
         document.body.style.fontSize = w3c_slidy.sizes[w3c_slidy.size_index];
       }

       w3c_slidy.last_width = width;
       w3c_slidy.last_height = height;

       // force reflow to work around Mozilla bug
       if (w3c_slidy.ns_pos)
       {
         var slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.hide_slide(slide);
         w3c_slidy.show_slide(slide);
       }

       // force correct positioning of toolbar
       w3c_slidy.refresh_toolbar(200);
     }
  },

  scrolled: function () {
    if (w3c_slidy.toolbar && !w3c_slidy.ns_pos && !w3c_slidy.ie7)
    {
      w3c_slidy.hack_offset = w3c_slidy.scroll_x_offset();
      // hide toolbar
      w3c_slidy.toolbar.style.display = "none";

      // make it reappear later
      if (w3c_slidy.scrollhack == 0 && !w3c_slidy.view_all)
      {
        setTimeout(function () {w3c_slidy.show_toolbar(); }, 1000);
        w3c_slidy.scrollhack = 1;
      }
    }
  },

  hide_toolbar: function () {
    w3c_slidy.add_class(w3c_slidy.toolbar, "hidden");
    window.focus();
  },

  // used to ensure IE refreshes toolbar in correct position
  refresh_toolbar: function (interval) {
    if (!w3c_slidy.ns_pos && !w3c_slidy.ie7)
    {
      w3c_slidy.hide_toolbar();
      setTimeout(function () {w3c_slidy.show_toolbar();}, interval);
    }
  },

  // restores toolbar after short delay
  show_toolbar: function () {
    if (w3c_slidy.want_toolbar)
    {
      w3c_slidy.toolbar.style.display = "block";

      if (!w3c_slidy.ns_pos)
      {
        // adjust position to allow for scrolling
        var xoffset = w3c_slidy.scroll_x_offset();
        w3c_slidy.toolbar.style.left = xoffset;
        w3c_slidy.toolbar.style.right = xoffset;

        // determine vertical scroll offset
        //var yoffset = scrollYOffset();

        // bottom is doc height - window height - scroll offset
        //var bottom = documentHeight() - lastHeight - yoffset

        //if (yoffset > 0 || documentHeight() > lastHeight)
        //   bottom += 16;  // allow for height of scrollbar

        w3c_slidy.toolbar.style.bottom = 0; //bottom;
      }

      w3c_slidy.remove_class(w3c_slidy.toolbar, "hidden");
    }

    w3c_slidy.scrollhack = 0;


    // set the keyboard focus to the help link on the
    // toolbar to ensure that document has the focus
    // IE doesn't always work with window.focus()
    // and this hack has benefit of Enter for help

    try
    {
      if (!w3c_slidy.opera)
        w3c_slidy.set_focus();
    }
    catch (e)
    {
    }
  },

// invoked via F key
  toggle_toolbar: function () {
    if (!w3c_slidy.view_all)
    {
      if (w3c_slidy.has_class(w3c_slidy.toolbar, "hidden"))
      {
        w3c_slidy.remove_class(w3c_slidy.toolbar, "hidden")
        w3c_slidy.want_toolbar = 1;
      }
      else
      {
        w3c_slidy.add_class(w3c_slidy.toolbar, "hidden")
        w3c_slidy.want_toolbar = 0;
      }
    }
  },

  scroll_x_offset: function () {
    if (window.pageXOffset)
      return self.pageXOffset;

    if (document.documentElement && 
             document.documentElement.scrollLeft)
      return document.documentElement.scrollLeft;

    if (document.body)
      return document.body.scrollLeft;

    return 0;
  },

  scroll_y_offset: function () {
    if (window.pageYOffset)
      return self.pageYOffset;

    if (document.documentElement && 
             document.documentElement.scrollTop)
      return document.documentElement.scrollTop;

    if (document.body)
      return document.body.scrollTop;

    return 0;
  },

  // looking for a way to determine height of slide content
  // the slide itself is set to the height of the window
  optimize_font_size: function () {
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];

    //var dh = documentHeight(); //getDocHeight(document);
    var dh = slide.scrollHeight;
    var wh = getWindowHeight();
    var u = 100 * dh / wh;

    alert("window utilization = " + u + "% (doc "
      + dh + " win " + wh + ")");
  },

  // from document object
  get_doc_height: function (doc) {
    if (!doc)
      doc = document;

    if (doc && doc.body && doc.body.offsetHeight)
      return doc.body.offsetHeight;  // ns/gecko syntax

    if (doc && doc.body && doc.body.scrollHeight)
      return doc.body.scrollHeight;

    alert("couldn't determine document height");
  },

  get_window_height: function () {
    if ( typeof( window.innerHeight ) == 'number' )
      return window.innerHeight;  // Non IE browser

    if (document.documentElement && document.documentElement.clientHeight)
      return document.documentElement.clientHeight;  // IE6

    if (document.body && document.body.clientHeight)
      return document.body.clientHeight; // IE4
  },

  document_height: function () {
    var sh, oh;

    sh = document.body.scrollHeight;
    oh = document.body.offsetHeight;

    if (sh && oh)
    {
      return (sh > oh ? sh : oh);
    }

    // no idea!
    return 0;
  },

  smaller: function () {
    if (w3c_slidy.size_index > 0)
    {
      --w3c_slidy.size_index;
    }

    w3c_slidy.toolbar.style.display = "none";
    document.body.style.fontSize = w3c_slidy.sizes[w3c_slidy.size_index];
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];
    w3c_slidy.hide_slide(slide);
    w3c_slidy.show_slide(slide);
    setTimeout(function () {w3c_slidy.show_toolbar(); }, 50);
  },

  bigger: function () {
    if (w3c_slidy.size_index < w3c_slidy.sizes.length - 1)
    {
      ++w3c_slidy.size_index;
    }

    w3c_slidy.toolbar.style.display = "none";
    document.body.style.fontSize = w3c_slidy.sizes[w3c_slidy.size_index];
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];
    w3c_slidy.hide_slide(slide);
    w3c_slidy.show_slide(slide);
    setTimeout(function () {w3c_slidy.show_toolbar(); }, 50);
  },

  // enables cross browser use of relative width/height
  // on object elements for use with SVG and Flash media
  // with thanks to Ivan Herman for the suggestion
  adjust_object_dimensions: function (width, height) {
    for( var i = 0; i < w3c_slidy.objects.length; i++ )
    {
      var obj = this.objects[i];
      var mimeType = obj.getAttribute("type");

      if (mimeType == "image/svg+xml" || mimeType == "application/x-shockwave-flash")
      {
        if ( !obj.initialWidth ) 
          obj.initialWidth = obj.getAttribute("width");

        if ( !obj.initialHeight ) 
          obj.initialHeight = obj.getAttribute("height");

        if ( obj.initialWidth && obj.initialWidth.charAt(obj.initialWidth.length-1) == "%" )
        {
          var w = parseInt(obj.initialWidth.slice(0, obj.initialWidth.length-1));
          var newW = width * (w/100.0);
          obj.setAttribute("width",newW);
        }

        if ( obj.initialHeight &&
             obj.initialHeight.charAt(obj.initialHeight.length-1) == "%" )
        {
          var h = parseInt(obj.initialHeight.slice(0, obj.initialHeight.length-1));
          var newH = height * (h/100.0);
          obj.setAttribute("height", newH);
        }
      }
    }
  },

  // needed for Opera to inhibit default behavior
  // since Opera delivers keyPress even if keyDown
  // was cancelled
  key_press: function (event) {
    if (!event)
      event = window.event;

    if (!w3c_slidy.key_wanted)
      return w3c_slidy.cancel(event);

    return true;
  },

  //  See e.g. http://www.quirksmode.org/js/events/keys.html for keycodes
  key_down: function (event) {
    var key, target, tag;

    w3c_slidy.key_wanted = true;

    if (!event)
      event = window.event;

    // kludge around NS/IE differences 
    if (window.event)
    {
      key = window.event.keyCode;
      target = window.event.srcElement;
    }
    else if (event.which)
    {
      key = event.which;
      target = event.target;
    }
    else
      return true; // Yikes! unknown browser

    // ignore event if key value is zero
    // as for alt on Opera and Konqueror
    if (!key)
       return true;

    // avoid interfering with keystroke
    // behavior for non-slidy chrome elements
    if (!w3c_slidy.slidy_chrome(target) &&
        w3c_slidy.special_element(target))
      return true;

    // check for concurrent control/command/alt key
    // but are these only present on mouse events?

    if (event.ctrlKey || event.altKey || event.metaKey)
       return true;

    // dismiss table of contents if visible
    if (w3c_slidy.is_shown_toc() && key != 9 && key != 16 && key != 38 && key != 40)
    {
      w3c_slidy.hide_table_of_contents(true);

      if (key == 27 || key == 84 || key == 67)
        return w3c_slidy.cancel(event);
    }

    if (key == 34) // Page Down
    {
      if (w3c_slidy.view_all)
        return true;

      w3c_slidy.next_slide(false);
      return w3c_slidy.cancel(event);
    }
    else if (key == 33) // Page Up
    {
      if (w3c_slidy.view_all)
        return true;

      w3c_slidy.previous_slide(false);
      return w3c_slidy.cancel(event);
    }
    else if (key == 32) // space bar
    {
      w3c_slidy.next_slide(true);
      return w3c_slidy.cancel(event);
    }
    else if (key == 37) // Left arrow
    {
      w3c_slidy.previous_slide(!event.shiftKey);
      return w3c_slidy.cancel(event);
    }
    else if (key == 36) // Home
    {
      w3c_slidy.first_slide();
      return w3c_slidy.cancel(event);
    }
    else if (key == 35) // End
    {
      w3c_slidy.last_slide();
      return w3c_slidy.cancel(event);
    }
    else if (key == 39) // Right arrow
    {
      w3c_slidy.next_slide(!event.shiftKey);
      return w3c_slidy.cancel(event);
    }
    else if (key == 13) // Enter
    {
      if (w3c_slidy.outline)
      {
        if (w3c_slidy.outline.visible)
          w3c_slidy.fold(w3c_slidy.outline);
        else
          w3c_slidy.unfold(w3c_slidy.outline);
          
       return w3c_slidy.cancel(event);
      }
    }
    else if (key == 188)  // < for smaller fonts
    {
      w3c_slidy.smaller();
      return w3c_slidy.cancel(event);
    }
    else if (key == 190)  // > for larger fonts
    {
      w3c_slidy.bigger();
      return w3c_slidy.cancel(event);
    }
    else if (key == 189 || key == 109)  // - for smaller fonts
    {
      w3c_slidy.smaller();
      return w3c_slidy.cancel(event);
    }
    else if (key == 187 || key == 191 || key == 107)  // = +  for larger fonts
    {
      w3c_slidy.bigger();
      return w3c_slidy.cancel(event);
    }
    else if (key == 83)  // S for smaller fonts
    {
      w3c_slidy.smaller();
      return w3c_slidy.cancel(event);
    }
    else if (key == 66)  // B for larger fonts
    {
      w3c_slidy.bigger();
      return w3c_slidy.cancel(event);
    }
    else if (key == 90)  // Z for last slide
    {
      w3c_slidy.last_slide();
      return w3c_slidy.cancel(event);
    }
    else if (key == 70)  // F for toggle toolbar
    {
      w3c_slidy.toggle_toolbar();
      return w3c_slidy.cancel(event);
    }
    else if (key == 65)  // A for toggle view single/all slides
    {
      w3c_slidy.toggle_view();
      return w3c_slidy.cancel(event);
    }
    else if (key == 75)  // toggle action of left click for next page
    {
      w3c_slidy.mouse_click_enabled = !w3c_slidy.mouse_click_enabled;
      var alert_msg = (w3c_slidy.mouse_click_enabled ?
                "enabled" : "disabled") +  " mouse click advance";

      alert(w3c_slidy.localize(alert_msg));
      return w3c_slidy.cancel(event);
    }
    else if (key == 84 || key == 67)  // T or C for table of contents
    {
      if (w3c_slidy.toc)
        w3c_slidy.toggle_table_of_contents();

      return w3c_slidy.cancel(event);
    }
    else if (key == 72) // H for help
    {
      window.location = w3c_slidy.help_page;
      return w3c_slidy.cancel(event);
    }
    //else alert("key code is "+ key);

    return true;
  },

  // safe for both text/html and application/xhtml+xml
  create_element: function (name) {
    if (this.xhtml && (typeof document.createElementNS != 'undefined'))
      return document.createElementNS("http://www.w3.org/1999/xhtml", name)

    return document.createElement(name);
  },

  get_element_style: function (elem, IEStyleProp, CSSStyleProp) {
    if (elem.currentStyle)
    {
      return elem.currentStyle[IEStyleProp];
    }
    else if (window.getComputedStyle)
    {
      var compStyle = window.getComputedStyle(elem, "");
      return compStyle.getPropertyValue(CSSStyleProp);
    }
    return "";
  },

  // the string str is a whitespace separated list of tokens
  // test if str contains a particular token, e.g. "slide"
  has_token: function (str, token) {
    if (str)
    {
      // define pattern as regular expression
      var pattern = /\w+/g;

      // check for matches
      // place result in array
      var result = str.match(pattern);

      // now check if desired token is present
      for (var i = 0; i < result.length; i++)
      {
        if (result[i] == token)
          return true;
      }
    }

    return false;
  },

  get_class_list: function (element) {
    if (typeof element.className != 'undefined')
      return element.className;

    return element.getAttribute("class");
  },

  has_class: function (element, name) {
    if (element.nodeType != 1)
      return false;

    var regexp = new RegExp("(^| )" + name + "\W*");

    if (typeof element.className != 'undefined')
      return regexp.test(element.className);

    return regexp.test(element.getAttribute("class"));
  },

  remove_class: function (element, name) {
    var regexp = new RegExp("(^| )" + name + "\W*");
    var clsval = "";

    if (typeof element.className != 'undefined')
    {
      clsval = element.className;

      if (clsval)
      {
        clsval = clsval.replace(regexp, "");
        element.className = clsval;
      }
    }
    else
    {
      clsval = element.getAttribute("class");

      if (clsval)
      {
        clsval = clsval.replace(regexp, "");
        element.setAttribute("class", clsval);
      }
    }
  },

  add_class: function (element, name) {
    if (!this.has_class(element, name))
    {
      if (typeof element.className != 'undefined')
        element.className += " " + name;
      else
      {
        var clsval = element.getAttribute("class");
        clsval = clsval ? clsval + " " + name : name;
        element.setAttribute("class", clsval);
      }
    }
  },

  // HTML elements that can be used with class="incremental"
  // note that you can also put the class on containers like
  // up, ol, dl, and div to make their contents appear
  // incrementally. Upper case is used since this is what
  // browsers report for HTML node names (text/html).
  incremental_elements: null,
  okay_for_incremental: function (name) {
    if (!this.incremental_elements)
    {
      var inclist = new Array();
      inclist["p"] = true;
      inclist["pre"] = true;
      inclist["li"] = true;
      inclist["blockquote"] = true;
      inclist["dt"] = true;
      inclist["dd"] = true;
      inclist["h2"] = true;
      inclist["h3"] = true;
      inclist["h4"] = true;
      inclist["h5"] = true;
      inclist["h6"] = true;
      inclist["span"] = true;
      inclist["address"] = true;
      inclist["table"] = true;
      inclist["tr"] = true;
      inclist["th"] = true;
      inclist["td"] = true;
      inclist["img"] = true;
      inclist["object"] = true;
      this.incremental_elements = inclist;
    }
    return this.incremental_elements[name.toLowerCase()];
  },

  next_incremental_item: function (node) {
    var br = this.is_xhtml ? "br" : "BR";
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];

    for (;;)
    {
      node = w3c_slidy.next_node(slide, node);

      if (node == null || node.parentNode == null)
        break;

      if (node.nodeType == 1)  // ELEMENT
      {
        if (node.nodeName == br)
          continue;

        if (w3c_slidy.has_class(node, "incremental")
             && w3c_slidy.okay_for_incremental(node.nodeName))
          return node;

        if (w3c_slidy.has_class(node.parentNode, "incremental")
             && !w3c_slidy.has_class(node, "non-incremental"))
          return node;
      }
    }

    return node;
  },

  previous_incremental_item: function (node) {
    var br = this.is_xhtml ? "br" : "BR";
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];

    for (;;)
    {
      node = w3c_slidy.previous_node(slide, node);

      if (node == null || node.parentNode == null)
        break;

      if (node.nodeType == 1)
      {
        if (node.nodeName == br)
          continue;

        if (w3c_slidy.has_class(node, "incremental")
             && w3c_slidy.okay_for_incremental(node.nodeName))
          return node;

        if (w3c_slidy.has_class(node.parentNode, "incremental")
             && !w3c_slidy.has_class(node, "non-incremental"))
          return node;
      }
    }

    return node;
  },

  // set visibility for all elements on current slide with
  // a parent element with attribute class="incremental"
  set_visibility_all_incremental: function (value) {
    var node = this.next_incremental_item(null);

    if (value == "hidden")
    {
      while (node)
      {
        w3c_slidy.add_class(node, "invisible");
        node = w3c_slidy.next_incremental_item(node);
      }
    }
    else // value == "visible"
    {
      while (node)
      {
        w3c_slidy.remove_class(node, "invisible");
        node = w3c_slidy.next_incremental_item(node);
      }
    }
  },

  // reveal the next hidden item on the slide
  // node is null or the node that was last revealed
  reveal_next_item: function (node) {
    node = w3c_slidy.next_incremental_item(node);

    if (node && node.nodeType == 1)  // an element
      w3c_slidy.remove_class(node, "invisible");

    return node;
  },

  // exact inverse of revealNextItem(node)
  hide_previous_item: function (node) {
    if (node && node.nodeType == 1)  // an element
      w3c_slidy.add_class(node, "invisible");

    return this.previous_incremental_item(node);
  },

  // left to right traversal of root's content
  next_node: function (root, node) {
    if (node == null)
      return root.firstChild;

    if (node.firstChild)
      return node.firstChild;

    if (node.nextSibling)
      return node.nextSibling;

    for (;;)
    {
      node = node.parentNode;

      if (!node || node == root)
        break;

      if (node && node.nextSibling)
        return node.nextSibling;
    }

    return null;
  },

  // right to left traversal of root's content
  previous_node: function (root, node) {
    if (node == null)
    {
      node = root.lastChild;

      if (node)
      {
        while (node.lastChild)
          node = node.lastChild;
      }

      return node;
    }

    if (node.previousSibling)
    {
      node = node.previousSibling;

      while (node.lastChild)
        node = node.lastChild;

      return node;
    }

    if (node.parentNode != root)
      return node.parentNode;

    return null;
  },

  previous_sibling_element: function (el) {
    el = el.previousSibling;

    while (el && el.nodeType != 1)
      el = el.previousSibling;

    return el;
  },

  next_sibling_element: function (el) {
    el = el.nextSibling;

    while (el && el.nodeType != 1)
      el = el.nextSibling;

    return el;
  },

  first_child_element: function (el) {
    var node;

    for (node = el.firstChild; node; node = node.nextSibling)
    {
      if (node.nodeType == 1)
        break;
    }

    return node;
  },

  first_tag: function (element, tag) {
    var node;

    if (!this.is_xhtml)
      tag = tag.toUpperCase();

    for (node = element.firstChild; node; node = node.nextSibling)
    {
      if (node.nodeType == 1 && node.nodeName == tag)
        break;
    }

    return node;
  },

  hide_selection: function () {
    if (window.getSelection) // Firefox, Chromium, Safari, Opera
    {
      var selection = window.getSelection();

      if (selection.rangeCount > 0)
      {
        var range = selection.getRangeAt(0);
        range.collapse (false);
      }
    }
    else // Internet Explorer
    {
      var textRange = document.selection.createRange ();
      textRange.collapse (false);
    }
  },

  get_selected_text: function () {
    try
    {
      if (window.getSelection)
        return window.getSelection().toString();

      if (document.getSelection)
        return document.getSelection().toString();

      if (document.selection)
        return document.selection.createRange().text;
    }
    catch (e)
    {
    }

    return "";
  },

  // make note of length of selected text
  // as this evaluates to zero in click event
  mouse_button_up: function (e) {
    w3c_slidy.selected_text_len = w3c_slidy.get_selected_text().length;
  },

  mouse_button_down: function (e) {
    w3c_slidy.selected_text_len = w3c_slidy.get_selected_text().length;
    w3c_slidy.mouse_x = e.clientX;
    w3c_slidy.mouse_y = e.clientY;
  },

  // right mouse button click is reserved for context menus
  // it is more reliable to detect rightclick than leftclick
  mouse_button_click: function (e) {
    if (!e)
      var e = window.event;

    if (Math.abs(e.clientX -w3c_slidy.mouse_x) +
        Math.abs(e.clientY -w3c_slidy.mouse_y) > 10)
      return true;

    if (w3c_slidy.selected_text_len > 0)
      return true;

    var rightclick = false;
    var leftclick = false;
    var middleclick = false;
    var target;

    if (!e)
      var e = window.event;

    if (e.target)
      target = e.target;
    else if (e.srcElement)
      target = e.srcElement;

    // work around Safari bug
    if (target.nodeType == 3)
      target = target.parentNode;

    if (e.which) // all browsers except IE
    {
      leftclick = (e.which == 1);
      middleclick = (e.which == 2);
      rightclick = (e.which == 3);
    }
    else if (e.button)
    {
      // Konqueror gives 1 for left, 4 for middle
      // IE6 gives 0 for left and not 1 as I expected

      if (e.button == 4)
        middleclick = true;

      // all browsers agree on 2 for right button
      rightclick = (e.button == 2);
    }
    else
      leftclick = true;

    if (w3c_slidy.selected_text_len > 0)
    {
      w3c_slidy.stop_propagation(e);
      e.cancel = true;
      e.returnValue = false;
      return false;
    }

    // dismiss table of contents
    w3c_slidy.hide_table_of_contents(false);

    // check if target is something that probably want's clicks
    // e.g. a, embed, object, input, textarea, select, option
    var tag = target.nodeName.toLowerCase();

    if (w3c_slidy.mouse_click_enabled && leftclick &&
        !w3c_slidy.special_element(target) &&
        !target.onclick)
    {
      w3c_slidy.next_slide(true);
      w3c_slidy.stop_propagation(e);
      e.cancel = true;
      e.returnValue = false;
      return false;
    }

    return true;
  },

  special_element: function (element) {
    if (this.has_class(element, "non-interactive"))
      return false;

    var tag = element.nodeName.toLowerCase();

    return element.onkeydown ||
      element.onclick ||
      tag == "a" ||
      tag == "embed" ||
      tag == "object" ||
      tag == "video" ||
      tag == "audio" ||
      tag == "svg" ||
      tag == "canvas" ||
      tag == "input" ||
      tag == "textarea" ||
      tag == "select" ||
      tag == "option";
  },

  slidy_chrome: function (el) {
    while (el)
    {
      if (el == w3c_slidy.toc ||
          el == w3c_slidy.toolbar ||
          w3c_slidy.has_class(el, "outline"))
        return true;

      el = el.parentNode;
    }

    return false;
  },

  get_key: function (e)
  {
    var key;

    // kludge around NS/IE differences 
    if (typeof window.event != "undefined")
      key = window.event.keyCode;
    else if (e.which)
      key = e.which;

    return key;
  },

  get_target: function (e) {
    var target;

    if (!e)
      e = window.event;

    if (e.target)
      target = e.target;
    else if (e.srcElement)
      target = e.srcElement;

    if (target.nodeType != 1)
      target = target.parentNode;

    return target;
  },

  // does display property provide correct defaults?
  is_block: function (elem) {
    var tag = elem.nodeName.toLowerCase();

    return tag == "ol" || tag == "ul" || tag == "p" || tag == "dl" ||
           tag == "li" || tag == "table" || tag == "pre" ||
           tag == "h1" || tag == "h2" || tag == "h3" ||
           tag == "h4" || tag == "h5" || tag == "h6" ||
           tag == "blockquote" || tag == "address"; 
  },

  add_listener: function (element, event, handler) {
    if (window.addEventListener)
      element.addEventListener(event, handler, false);
    else
      element.attachEvent("on"+event, handler);
  },

  // used to prevent event propagation from field controls
  stop_propagation: function (event) {
    event = event ? event : window.event;
    event.cancelBubble = true;  // for IE

    if (event.stopPropagation)
      event.stopPropagation();

    return true;
  },

  cancel: function (event) {
    if (event)
    {
       event.cancel = true;
       event.returnValue = false;

      if (event.preventDefault)
        event.preventDefault();
    }

    w3c_slidy.key_wanted = false;
    return false;
  },

// for each language define an associative array
// and also the help text which is longer

  strings_es: {
    "slide":"pág.",
    "help?":"Ayuda",
    "contents?":"Índice",
    "table of contents":"tabla de contenidos",
    "Table of Contents":"Tabla de Contenidos",
    "restart presentation":"Reiniciar presentación",
    "restart?":"Inicio"
  },
  help_es:
    "Utilice el ratón, barra espaciadora, teclas Izda/Dcha, " +
    "o Re pág y Av pág. Use S y B para cambiar el tamaño de fuente.",

  strings_ca: {
    "slide":"pàg..",
    "help?":"Ajuda",
    "contents?":"Índex",
    "table of contents":"taula de continguts",
    "Table of Contents":"Taula de Continguts",
    "restart presentation":"Reiniciar presentació",
    "restart?":"Inici"
  },
  help_ca:
    "Utilitzi el ratolí, barra espaiadora, tecles Esq./Dta. " +
    "o Re pàg y Av pàg. Usi S i B per canviar grandària de font.",

  strings_cs: {
    "slide":"snímek",
    "help?":"nápověda",
    "contents?":"obsah",
    "table of contents":"obsah prezentace",
    "Table of Contents":"Obsah prezentace",
    "restart presentation":"znovu spustit prezentaci",
    "restart?":"restart"
  },
  help_cs:
    "Prezentaci můžete procházet pomocí kliknutí myši, mezerníku, " +
    "šipek vlevo a vpravo nebo kláves PageUp a PageDown. Písmo se " +
    "dá zvětšit a zmenšit pomocí kláves B a S.",

  strings_nl: {
    "slide":"pagina",
    "help?":"Help?",
    "contents?":"Inhoud?",
    "table of contents":"inhoudsopgave",
    "Table of Contents":"Inhoudsopgave",
    "restart presentation":"herstart presentatie",
    "restart?":"Herstart?"
  },
  help_nl:
     "Navigeer d.m.v. het muis, spatiebar, Links/Rechts toetsen, " +
     "of PgUp en PgDn. Gebruik S en B om de karaktergrootte te veranderen.",

  strings_de: {
    "slide":"Seite",
    "help?":"Hilfe",
    "contents?":"Übersicht",
    "table of contents":"Inhaltsverzeichnis",
    "Table of Contents":"Inhaltsverzeichnis",
    "restart presentation":"Präsentation neu starten",
    "restart?":"Neustart"
  },
  help_de:
    "Benutzen Sie die Maus, Leerschlag, die Cursortasten links/rechts oder " +
    "Page up/Page Down zum Wechseln der Seiten und S und B für die Schriftgrösse.",

  strings_pl: {
    "slide":"slajd",
    "help?":"pomoc?",
    "contents?":"spis treści?",
    "table of contents":"spis treści",
    "Table of Contents":"Spis Treści",
    "restart presentation":"Restartuj prezentację",
    "restart?":"restart?"
  },
  help_pl:
    "Zmieniaj slajdy klikając myszą, naciskając spację, strzałki lewo/prawo" +
    "lub PgUp / PgDn. Użyj klawiszy S i B, aby zmienić rozmiar czczionki.",

  strings_fr: {
    "slide":"page",
    "help?":"Aide",
    "contents?":"Index",
    "table of contents":"table des matières",
    "Table of Contents":"Table des matières",
    "restart presentation":"Recommencer l'exposé",
    "restart?":"Début"
  },
  help_fr:
    "Naviguez avec la souris, la barre d'espace, les flèches " +
    "gauche/droite ou les touches Pg Up, Pg Dn. Utilisez " +
    "les touches S et B pour modifier la taille de la police.",

  strings_hu: {
    "slide":"oldal",
    "help?":"segítség",
    "contents?":"tartalom",
    "table of contents":"tartalomjegyzék",
    "Table of Contents":"Tartalomjegyzék",
    "restart presentation":"bemutató újraindítása",
    "restart?":"újraindítás"
  },
  help_hu:
    "Az oldalak közti lépkedéshez kattintson az egérrel, vagy " +
    "használja a szóköz, a bal, vagy a jobb nyíl, illetve a Page Down, " +
    "Page Up billentyűket. Az S és a B billentyűkkel változtathatja " +
    "a szöveg méretét.",

  strings_it: {
    "slide":"pag.",
    "help?":"Aiuto",
    "contents?":"Indice",
    "table of contents":"indice",
    "Table of Contents":"Indice",
    "restart presentation":"Ricominciare la presentazione",
    "restart?":"Inizio"
  },
  help_it:
    "Navigare con mouse, barra spazio, frecce sinistra/destra o " +
    "PgUp e PgDn. Usare S e B per cambiare la dimensione dei caratteri.",

  strings_el: {
    "slide":"σελίδα",
    "help?":"βοήθεια;",
    "contents?":"περιεχόμενα;",
    "table of contents":"πίνακας περιεχομένων",
    "Table of Contents":"Πίνακας Περιεχομένων",
    "restart presentation":"επανεκκίνηση παρουσίασης",
    "restart?":"επανεκκίνηση;"
  },
  help_el:
    "Πλοηγηθείτε με το κλίκ του ποντικιού, το space, τα βέλη αριστερά/δεξιά, " +
    "ή Page Up και Page Down. Χρησιμοποιήστε τα πλήκτρα S και B για να αλλάξετε " +
    "το μέγεθος της γραμματοσειράς.",

  strings_ja: {
    "slide":"スライド",
    "help?":"ヘルプ",
    "contents?":"目次",
    "table of contents":"目次を表示",
    "Table of Contents":"目次",
    "restart presentation":"最初から再生",
    "restart?":"最初から"
  },
  help_ja:
     "マウス左クリック ・ スペース ・ 左右キー " +
     "または Page Up ・ Page Downで操作， S ・ Bでフォントサイズ変更",

  strings_zh: {
    "slide":"幻灯片",
    "help?":"帮助?",
    "contents?":"内容?",
    "table of contents":"目录",
    "Table of Contents":"目录",
    "restart presentation":"重新启动展示",
    "restart?":"重新启动?"
  },
  help_zh:
    "用鼠标点击, 空格条, 左右箭头, Pg Up 和 Pg Dn 导航. " +
    "用 S, B 改变字体大小.",

  strings_ru: {
    "slide":"слайд",
    "help?":"помощь?",
    "contents?":"содержание?",
    "table of contents":"оглавление",
    "Table of Contents":"Оглавление",
    "restart presentation":"перезапустить презентацию",
    "restart?":"перезапуск?"
  },
  help_ru:
    "Перемещайтесь кликая мышкой, используя клавишу пробел, стрелки" +
    "влево/вправо или Pg Up и Pg Dn. Клавиши S и B меняют размер шрифта.",

  strings_sv: {
    "slide":"sida",
    "help?":"hjälp",
    "contents?":"innehåll",
    "table of contents":"innehållsförteckning",
    "Table of Contents":"Innehållsförteckning",
    "restart presentation":"visa presentationen från början",
    "restart?":"börja om"
  },
  help_sv:
    "Bläddra med ett klick med vänstra musknappen, mellanslagstangenten, " +
    "vänster- och högerpiltangenterna eller tangenterna Pg Up, Pg Dn. " +
    "Använd tangenterna S och B för att ändra textens storlek.",

  strings: { },

  localize: function (src) {
    if (src == "")
      return src;

     // try full language code, e.g. en-US
     var s, lookup = w3c_slidy.strings[w3c_slidy.lang];

     if (lookup)
     {
       s = lookup[src];

       if (s)
        return s;
     }

     // strip country code suffix, e.g.
     // try en if undefined for en-US
     var lg = w3c_slidy.lang.split("-");

     if (lg.length > 1)
     {
       lookup = w3c_slidy.strings[lg[0]];

       if (lookup)
       {
         s = lookup[src];

         if (s)
          return s;
       }
     }

     // otherwise string as is
     return src;
  },

  init_localization: function () {
    var i18n = w3c_slidy;
    var help_text = w3c_slidy.help_text;

    // each such language array is declared in the localize array
    // this is used as in  w3c_slidy.localize("foo");
    this.strings = {
      "es":this.strings_es,
      "ca":this.strings_ca,
      "cs":this.strings_cs,
      "nl":this.strings_nl,
      "de":this.strings_de,
      "pl":this.strings_pl,
      "fr":this.strings_fr,
      "hu":this.strings_hu,
      "it":this.strings_it,
      "el":this.strings_el,
      "jp":this.strings_ja,
      "zh":this.strings_zh,
      "ru":this.strings_ru,
      "sv":this.strings_sv
    },

    i18n.strings_es[help_text] = i18n.help_es;
    i18n.strings_ca[help_text] = i18n.help_ca;
    i18n.strings_cs[help_text] = i18n.help_cs;
    i18n.strings_nl[help_text] = i18n.help_nl;
    i18n.strings_de[help_text] = i18n.help_de;
    i18n.strings_pl[help_text] = i18n.help_pl;
    i18n.strings_fr[help_text] = i18n.help_fr;
    i18n.strings_hu[help_text] = i18n.help_hu;
    i18n.strings_it[help_text] = i18n.help_it;
    i18n.strings_el[help_text] = i18n.help_el;
    i18n.strings_ja[help_text] = i18n.help_ja;
    i18n.strings_zh[help_text] = i18n.help_zh;
    i18n.strings_ru[help_text] = i18n.help_ru;
    i18n.strings_sv[help_text] = i18n.help_sv;

    w3c_slidy.lang = document.body.parentNode.getAttribute("lang");

    if (!w3c_slidy.lang)
      w3c_slidy.lang = document.body.parentNode.getAttribute("xml:lang");

    if (!w3c_slidy.lang)
      w3c_slidy.lang = "en";
  }
};

// hack for back button behavior
if (w3c_slidy.ie6 || w3c_slidy.ie7)
{
  document.write("<iframe id='historyFrame' " +
  "src='javascript:\"<html"+"></"+"html>\"' " +
  "height='1' width='1' " +
  "style='position:absolute;left:-800px'></iframe>");
}

// attach event listeners for initialization
w3c_slidy.set_up();

// hide the slides as soon as body element is available
// to reduce annoying screen mess before the onload event
setTimeout(w3c_slidy.hide_slides, 50);

"></script>
<script>(function() {
if (!window.w3c_slidy) return;
if (!window.Shiny) return;
if (!window.$) return;
// whenever a slide changes, tell shiny to recalculate what is displayed
window.w3c_slidy.add_observer(function (slide_num) {
// slide_num starts at position 1
$(w3c_slidy.slides[slide_num - 1]).trigger("shown");
});
})()
</script>
</head>
<body>
<div class="slide titlepage">
<h1 class="title">Getting started with Rmarkdown presentations</h1>
<p class="author">
Brad Duthie
</p>
<p class="date">28 FEB 2024</p>
</div>
<div id="before-starting-to-code" class="title-slide slide section level1">
<h1>Before starting to code</h1>
</div>
<div id="when-and-how-to-start-making-rmarkdown-slides" class="slide section level2">
<h1>When and how to start making Rmarkdown slides</h1>
<ul>
<li>Start for an informal presentation
<ul>
<li>Will not need to do anything fancy</li>
<li>Minor errors not a big deal</li>
<li>Can get started quickly</li>
</ul></li>
<li>Build confidence and learn new style tricks over time
<ul>
<li>Add <a href="https://github.com/StirlingCodingClub/css">cascading
style sheets (CSS)</a> for HTML</li>
<li>Integrate LaTeX for PDF slides</li>
</ul></li>
<li>Avoid anxiety of having presentation limited by technical skill</li>
</ul>
</div>
<div id="four-types-of-outputs-using-knit" class="slide section level2">
<h1>Four types of outputs using knit</h1>
<ol style="list-style-type: decimal">
<li>HTML (ioslides): Not very elegant, but can use columns and shiny
easily</li>
<li>HTML (slidy): Nicer looking, but columns are tricky and not for
shiny</li>
<li>PDF (LaTeX): Nice looking, but no shiny and might need to know
LaTeX</li>
<li>PPTX (Powerpoint): Probably looks okay for some things, but never
works for me in LibreOffice</li>
</ol>
<p><strong>Need to install <a href="https://cran.r-project.org/web/packages/rmarkdown/index.html">rmarkdown</a>
and <a href="https://cran.r-project.org/web/packages/knitr/index.html">knitr</a>
packages</strong></p>
</div>
<div id="the-long-term-goal-is-to-do-what-you-cannot-easily-in-powerpoint" class="slide section level2">
<h1>The long-term goal is to do what you cannot (easily) in
PowerPoint</h1>
<ul>
<li>Quickly and easily produce a consistent slide layout</li>
<li>Integrate R analysis and plots <strong>directly</strong> into a
presentation</li>
<li>Make interactive slides using <a href="https://shiny.rstudio.com/">Rshiny</a></li>
<li>Use <a href="https://stirlingcodingclub.github.io/version_control/vc_notes.html">version
control</a> when writing and maintaining slides</li>
<li>Ultimately produce slides more quickly through text and reuse of old
code</li>
</ul>
</div>
<div id="some-tricks-to-get-started-with-the-code" class="title-slide slide section level1">
<h1>Some tricks to get started with the code</h1>
</div>
<div id="select-a-new-rmarkdown-presentation" class="slide section level2">
<h1>Select a new Rmarkdown presentation</h1>
<ul>
<li>The output format is completely unimportant</li>
<li>You can get rid of everything but the first lines</li>
</ul>
<pre><code>---
title: "Untitled"
author: "Brad Duthie"
date: "28/02/2024"
output: ioslides_presentation
---</code></pre>
<ul>
<li>The YAML specifies some meta-data
<ul>
<li>‘Yet Another Markup Language’</li>
<li>Can add to it (e.g., reference styles, format options, etc.)</li>
<li>Everything below the YAML is meant to introduce you to Rmarkdown
slides</li>
</ul></li>
</ul>
</div>
<div id="getting-started-is-really-easy" class="slide section level2">
<h1>Getting started is really easy</h1>
<p>The syntax can be used for any type of slide (HTML, PDF, PPTX)</p>
<pre><code># This makes a title slide
## This is a normal slide
- Bullet 1 on normal slide
- Bullet 2 on normal slide
## Links are easy
- Link to [UoS website](https://www.stir.ac.uk/)
</code></pre>
<p>Simple text slides are especially easy to write quickly</p>
</div>
<div id="adding-images-to-an-rmarkdown-slide" class="slide section level2">
<h1>Adding images to an Rmarkdown slide</h1>
<p>Images can be added with a single line of code:</p>
<pre><code>{width=20%}</code></pre>
<div class="figure">
<img 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e0KsrntvNPrAnhVE0GZdAEwaLQek9ZgMWj0tYE6o9OkMcAjeVFjM3M8xwfbPW6d2WZhdo+DZMb4YJ0pRPaJNWRZZnaPqz5AaxBjgiKsF3Xqa5y7eXFkg8OGM+YD1+I2CxcC06YBYCkAPc0w5+EmbRtMAnE8BFJBLajAEQeB5xCsC0Cg3th0l2VsH660JwNGNUw6A4IMRgTpA8AAiLIMr+QB89Wxj71kGSCZEN48AAx+czJSn1riH4hOk3RPpGKTjwhnjJ6Wtj07zVhurQqwOGy8QaML4rhGegUcHqdNlESHXqNHqMFEerXGJcrMHGYMljUqNexuJ+odVp3D6wo12ywGh9elb3DYQbzQVGdaQY0AjUHWqrTm+OAIJoEVR5pCSZZlmO31jIhC3V6vvtZhYQ1OG7ySxBs02iAVL/CSLEPFq2Bz2e0yY4644Ehvp8iEuhJzRbudOQcMyqYRhXjPOaOvzWXfPyQx6Yol987q9seRbSGbcw4ZE4IiLvRKUiTPUb1LFos9HjGzV2IHd6fweNYuOE4CkElERcfZSLvuK8vqsfrgtv6/p28bu7cws6/d7eABICYoQhqclLz4qgEXp4/vfuG+cEPwFiKyHnd9L5vXmVBQXSJllORwWTUlxq4R7SZYXXZOZCKvV6kqPbK4c3C73o7kmI4HsqsLb/9q2/KUBvbP+B5Pa9w/QCkAgFCDVmJeXUViZLsGDa+y1djrCwxqrTs2KIIF6I0swhCMcFOwumdsx00APNi8nq6kfuwWcS7NB9hFnfvktQuJ+bFzZDtmdTSwepeNisxV5PI4VWHGoPaiLBpMWmOQQad1t3yP1KeW/DNN7+devVqLd6c+3psx1u5IZWHy1uz9eg0vDHSJ7lgQIUCjt1vc9r16Xl3YK74LtY+I4wPU+mIiOnBc+5nq3A0jfj2wof2atC1DUvMzpuTXlPAAB61KI/WM67RvYq9R68cnX7izf2I3kYhWHHd9dwBJeeZiVmyuwt68TF2IKWCgwPEJDS4nCzWahDq7fVt8SGTOhB5D6gAu84LXb1gOomGKICvEew5yLyc4mRhBRDtaHP7pZNfdt3ojzT6qZr0f3A+W3o6I6AiAIwB+/mTTwj8Kasq+tbscUWAMF3bo7Vp8z6xrl+K9pusvuzSCVq6uYiYAVgBElAYg7bjHnPA9dhWk69m/mOKoV9dYVwy1n3zbRVfJozsOrCeiLDOA4lbOvQPABACrAHyNe9jY7wfQjRddsx/Ada3du5KxbgdLjwbsLcgQHI664k345/OWshb/TQ8ODCKiAgAFjQr/SW8w5kZgRBdwPXvRO5NuYv6BdLn/1w/u+e5V29wNPxlADHqNrrJLZOKTz11+58bnGp/rGUeUNwdQ7wJLupYRUQaAjOOe8vOJHr/p6K5ODBDAcPZv+lGIV0HrQvjXXR5nXzqSAcDBh46RYwBAdmWxy+5xNS0ucRzn12qCiaiOAcDK1VUMftL9W8bZfwEjN4zEE4MekADsONVrVgGorQVIAIA9rO3BjzJbfn9hzVK8fMlV/1r7e6BqHmDQC2nHj38hIYDZfOyxdd8C63zm+EeO1Vx96wAgn3mWCHaX036gJMt5TJnVvzOgg+9zOv/nPskaq6b1RuY43ke5Cun+Y1B2rp1rDUYcHRvqq1F26s7J8mwctfG0rgsNPdmI13o8yX+TdI/Hn0gX+DPpnsyEcdyQSAQSOP7EFNlj2oksYScOOKQkrFSI93zEyPfG0aW3PkLImklPdg8hNUAA3yhbBABvv/km1ffvAzBGPBPpenbpSfWPRx4AbpgCeqfUd49l14AOpnama6tf4x6980nSL17MIXUXjXr1VeJefpm6rF3JoSa36b5Ps/NIx/nb8STPDDS8lxZvA5csN9ftk9+DOt7cj3BTX+q+dgL3a3lX7tV0HQfhAl/7x3Wjzgde5l5kA/geGU9z+GY5Ne3QacO00RGTaKbd/5xPxxKOPMDh/ecIM28lLFjI4dBr3JxscHsdwM8Z4Pq+ezF1vHmIwgGKqeH8g+w3ln6+bcnmnbmHhg9I6v72Pa9Mfe7eG4YLt2YFsdznn8INDg/XMSpSXWbNpyq7FR6HmpVG8PTYg9e5Nh3+QhzR807P4JdB37f1IC+Q/CHoducM+ulQf9ULv1RqFlsaeFdaA+Q0G+xjI+h+sVA6WJDtTYrnWWdTMNL2fsR+Dn20R8Hv87+qbqjvOfBAz9uA0V//v1XW1KnAokUn1mBPdUvy8eed6rX/CP8L2NzjQ+7xHYkXH1qc/VuEMTgzKSzulmqkZUzQCbKhoAHfWfpQPKKFGQusfIVjBLwSYDrAYM0aIz4Y2dV7x7TLPQIRu2erA3OH6U+oCXdeV0RX60PYFVK+6ptv3leHZeg12fpK5kqMRBA7iqTCSGRaX/RsdKulMLUBY+Pr+Q/3zRc/2fjDA/vyM9/uldB180MXXz9CkVqFeM95OD1OkTHW4aK3bhu+JXMnvjWYnhh9yV1PFNSXr/PWlZY4XA7YtAGdBJU8tLTejgaXExy5UG3TosZmXbM4XV5z/6K3lz045fGSh14g9wkFXA324fq3tM9a1P3LLAXTnB7XVLvHFW2128ELTkD0wiLw1trKkjUwmlyyGRClkLh3fv921Paj+wBZwp2jrxny4Eos+H+rrEWLgKHjgYljEfHEo6jatAkYOfKvEWejD2/jf/b/q/GSKLNrbTH8Dod1yjurvwFkqdvgTv12JYbHlpRWNmziOMjmaouWi5DHiaIYWGezQGQSRLUeNRY5q86Zu94r/7T6sS+fX/POML2nLZV35cV7VSmr5sTanJ9fWWY3j7dJrkuqrPWQZQZZdEKAhLL6qm02pzPbrNaSSuBjLup/ydinFn8Em82MjrEdhysSqxDveQGjxqAioqPPL//ki8qGupFur6fD+owdgCiOaXRaB5MBGeC1BqhUKjAmw51hB5h8yXqd8ZLBST0fnL154bMAvj+Rs0GlJcfw4I/z7t5ffOSNo+UFaogekEYHjaABYwxurwvwuEzgualNFiYGqLQ6dIxuh/iQqKzuUe1/fHQcpBsL/v/qK2yElixhalS98SODNY2w6k6mldyUsQ4s6eIT2SQJlMWA0QCVAVi6lGCIAPKXMCSN//dWCluBxAjbLdlioK7D95f3HTH8aEVRl31FmUg9khoHTrihcR1zV9ZuQKWBWlCDCHBLIuDxdIHAd9kauf+2rtFJz/18eNHcq5On2lsrPwCsTNt8z46ctEc3Zu5O8LjsAAgavS+onEcUwdxOABgKnhvq2ywnAxyH+PAEtAuLLh/dbdCqD7FCEVqFeM99NLplvXLFjDu/T1154absfZdbHLZBFZZqfa3DCoNaw0xaIwsPCGVBOqPDI3nriEhwuF1BJXWVXdLL8+N25qW1G9653xQAJ7Q22NxCosPjvjenqlg9sH1PGDTa1N7xXbwqTmN3eBxOGSy41moWzPZ61DqsHM9xLCIgBGHG4PIgg2nto+Ou25wUkpj5j2p/jS6ubUTSqnn9Fwb80swp/wNc+Jy1b7uWj/06ebLvQPur8f9JugAgysBW4Sv2y7CjG6odFVfNWv3j8DJLzbg6W110hbUGbkmiCEOwHGwIQJgxWNSptR4iMAnQpxfnCOXW6guyKgu17UJj7g4VYn8DkH6iZ5VYKm/ccnRfgkGrx+D2PYuTQmNyTXqTjSeOQDDVNtRTrc1M9S4b2VwuCtYZWbvwOE6j1mwc223wpmn9x/2mSKxCvOcJfAQz8e476frBl20HsJ0xFr+7OEO1PnsfdQmLZn3j2iMxJAnwhW91wrfSpp2z7efg3IrCCUxGx2BjwCy0MWs2mvj8/u17PGXSGy4IN4bsmdZ/+L4hHQZLALwARABaAHSwPJd2ZO4hrV7DRvToTUkBSVYiqv4IM9H+LXB5T575kH9EBN+uYapp/M4Y6ycyuX2trV7OqSqBy+1AibUGVpeN1djqTAJHRqdHdHWIiJsqy0wGte3dxJhvLZ4j4r1e7/7ShspcnUrLG9X6SqNOT5EBoQhQG5AUEYNAfSAC1ToXgA1E5EwKi2vwh7o481CrEZU9iX3x41tcuD4qE0AmY2xJhb3W9PuRHaipb6CxPQayblEdIfi2Qzfu01XtK0vn5qxf3LVvQrcL24dG7o/W1+efZJS/+fI+F10VYwpjSeHRqx4adbMFgMvfCTUAqNxWh4NFaZRRUUgDE3qx4R36EHGU+xmApGULuPwrb1JCPirEez7wrk+ew8tKGZVPB4v+FERUfIpXFzPGMhvcLo1Jq7O1dWKkNt7JGPvFy7yr1Jza9f5feMWH2UEs/GUj+rCX5DyY/4FKYGCM+F8Pbnpg2Ju3Xldrt1DyS1NMkiypPaIIu8cBWZbh9Loh+YJL8BxxnMwYM2p0RsZaqMtt6bx+065H9I7ySqKbiEhmspcHRxq1CjxxMGj0EHgBepVGFmXZNvC1G9zPLv7IKMpiMFFzEPYzVnJJxNzL32Iv7QS7In4kkou+BfkGoJpTvEUuY2wdAC8Rya0PbL7/94y4JpMxlusf3DwP45ZTfs9BxbOxa2uAQroK8Z5f+Hz5aiD6LwptaS2IyAvAm5Gbh+4d2reh7ID8gun6q+/2PvUGACz5h8rO/IF4tmbvD2IMQU12B5n5w/P4DJ2tBalxelyn80iV/6+JmGweF4iAapulhamDBZP/ZRo15n9i0AGAyAsAYCOWU9zpzBjcAJDKGAa3sVBYUJ8JIvIAQEk2Q1ynU19U3BV/nyKk/yIUH75/C1sygfGv4dF3CfqfH8EXmUkY4p3tX3k/CLr1Tny/PBTIYxhrGY+HlgKXrghvurwt0m0Nd1w5CVg2D91XfoEftvXGax/4jt/62jqoAPA8j74znkHP0T3wyaYxmMfux913xP0jRfcleiBflC3m/5NlyMT8iSNYU0aef8L/wOfkIKM5iRA1HW+K/NaWpaF7z7/9DubfQxCaswEP7b8FCQBQaAHTEPDBXAzxn3P/18DcCmAdA7KO+o5dveAbXDxzJgC0SboA0C6om++DXo8R0g6kbUvAj3Yd5u0wYtFSAW9nAUXbBYA5MaikK/DOdwCi0etyYDcDvlf2TSga73kDBrzGGJ71C827vwHAe7Ds6Mx5s4qBkO1MMFdA/Ppzdv3XPlJYC2AtgIfvlzFnX3ck9cv4qyyDhSv2E5b9wjJwbBADR6Sb5BFDIO89hP3LXweKwGasTwew7owVWa/WiTzHA5ABEo7NodYUAMC37bU5+SQAmbWya+q4ND9+e/Exx5oDER9b8U0KtG//QWOISF8YxZaXt7gnNWcqVqsELwCQx03sNBfp1HqQk5VQCMUxYBQ+aPxBl0H5UjgQKmNYO2BHAdjHt7amu2uo1mQC/srzExLJLoBmXlokr2qxb/ztTJClXEsEMxtmrkSP/gfoK5TLaSuAgfSnOldoWCHec5h3ifAsER5a+NZli/auDp1x0XWFz0y46ygRlQNvAHgDIgDGmAAgEb5FEB5AGRHVvv+xj3SrShgi4trWeD7YcBQP+Qm+QS5kjLEu/nsRADsRFSy887JmgbIBZre167Vznkqss9clThw0dP1zYx/I+btlnthvTHZ6ef5hlUqb7JXEP5OnP3sEx3EQeBV0KjV4jodW8P1X8wKICGpehTpHgx1gTJREUWKSyy2Kf1oIU/OCwajRhXlEr1uUJVGn1hh0Kq1GBoNXFOGVRXhFL0QmweX1QJJleEXR7+Z7rI8wMV/KeZ1GWzqoQ7+dcwHoRRvsp1kXHlGPuVX1wKYFHb/buWGURqMuXXjXy0UhhojD7QHgxvvwdtOYyeIBBPhJjyOi9J+vvYYBwNEdO9F5yAVtPquyzo3IYA1wJJNVdLyQrWQsHEAk/IExAeRQNxKBWPjSAL7NGGNR7/3xdec3V3+TODCpW8mK+2dvEImUYJAK8Z7bcLodImMs4ZIP7llc22DT/rR7bUVq/uED18574nBiWCwsdisqbWbusg9nBAXoAjrzxOk5Is7qaii865uUwkt6DD9wdb/RS4mo/iTTeQZ0hpdJCXM2LrxtQ8aOiJu+fKa/zKDy6S5ywxUf3X/EpNE3RIZEkuQVWWl9leEqXOb7AAAgAElEQVT6OU/1P1RytKvT6zZV1Njf7fiM5om/W+aBid0zXln56fzdhRmvldSWq5uIjTFEBoZhYLvueQFafbHN7SzdnXc4LSwgWNYLaoQFBEOv0iHYEACOOIQaAlFUW1bEwGB32L0eJjsb3I46cBxjYODAwAEwaQNM4QEhUTZHg9PudnpDAoIC9Bp9DCMwi8MOm9uOWocVDo8LlQ21CNYZAge06znK7naZMsvzkjNLc/2BwH1EbNBoMbBdjw23X3jlHwBgzy9lp7sJg1xOJnFalceLB45U5j8ocLzjxi9ePjpt9mPbI4LDHTqVBhV1lai21+uv/fTJLipeCJHBZDUncJM+vn/HkI79q+4eedVXQdqgorYmOQAQGawBYyz05wN/TFhzePugq+c+mqhTaeNlMFkgTq5qMKdd9fFDdZGBocykN6GopkyaPOfhngW1lX0tTnv0kfLCCgDRPFOUXYV4z3GoeBUHoGZQUnJBell+17TC9KhDpdnjwwOCxmvzD0OSRLhFLxweBxxuF/xpKSBotH0iAkKw6ej+hu9SV942+asZk5bc9on5xMLHtLM3/njP2FnT7yqzVHevbjCjzt7gy8wLgBNUMGr0I7QqNTQqNRhjsLmdqLeZAUbol9QDveM61HxkcLPdf0fDz7aCOpnw3IS7Fm08svuWKmtdskds3nDl8XqQFBab+eE1Tz0HIJ+ILBX/cptUAMhgv3b+eMMPt2SW5yUfk2yeCLHBEfVPjb9h7gK81rwQtyEFGJXy1wWMl0nkd8gAtseHRD64ryBdX15X0SfYGNxHr9aB5zi4RTecHhdsbidk0eu7kOMRYgjse7i8AEsPbLjm9VVffPb0pbfPJSLniZ41d9OXIVM/feKXg0VZPe0eV2BVgxmix+VPYc9Br9IN0Km10AhqCLwAj+hGVUMdZK8boYFhmNh7VP07WAmuMW+zAoV4z1WoBRVHRI4l6ctGL9mvD+mSPGwWGBufU13s200GIERvQseIeMQEhSFYHwiZMeTXlGJ/UQbKqksDiuvKhz8y5uZVAE4419x4dHvcd6mrr9mes787GJAYHodhnfsh2hQOt+hGZYMZVdY6VFvNEEURDAzhxmAMatcDEaaQz6KCwmYPSNTn0HCwXQWnX17qZGoksMIXfp3z3s78w+95RDQeRJ3dgm05B3q/uHw29/KVMyynTfDH7SI+5ntKiu+vDXy7Z4llV2H6lZmlOU3arh/SoKTuc5Njum9rJGIAp0W6AOBljNHCOySK+3DJ5T2H9+ob3+3+ckv19JyqIlidNkjMZ1KJCY9AZGAookyh0Kg0qLTU4kBJFnIqi5BTWdTN4XZO0/NYDuCEpqBam7RyxcFNF7icdgQGBGNIh15oHx4HFSegzmFBhcWMKqsZVlcDJFGEWlBjWKd+CA8I3j+my4BPwjRByxu1fgUK8Z7bNl5/J57c48ryKT8JFXz9E5f/dPcb8sGyo2ONGt0YyOC/2/LrC6saarxBkpeF6APhVQnYeOtL3hVpm+/elL13TlZFgczxeLat54zs3Lv68l4jChJCoi+IDQr9acqAcQtu+vWpNeHGBE5WRUF2y9j33GxPVlXRzSqO6yxDlh0e98peMZ1Sn19xh3Cjt0bssjn9zGg57DeAxuOlK+9ZkFZy5JnlaVtMktycGC2rvCAuPiRqImM1GVdimnsA1uNF+mvS/qe8ki2/n4B0GQO9wwO9pVTu0Iasy9Yc3p7cmN8Mfm+LXnEdxAW3vfHDt7f/D9NGAwvX/00BEwg723H4fkSY1H9u4eFuHQPvW3XLi3dnlGYN1mj0lxHAeWU5q0tE4oLrZz+uVtXIkIUGLBdt8p573x/3w+6VU8vqqm5NDIkpuHbo6OqHW6sLf9V1j2v/wYSewwclhEbTRV363Tu598Xzenz3jsrFGBk1EjNqnOjfZ6z24VFXpQAQbV7H5v4vXPD7KxdNYub2GvnXa8crjKsQ7/mHxdeIbPDsDyT/9PV3AL83EsILBLaTMfTf+yn2Dri7cYo7D8A8AFh2knvf+rPRMn8KroPfieEdPAmWwUDdmxlJkhh4nr5peZ3VxmAykvhK4zhxBrC9YjzMLg1HRN5fDm6Yt/7I7tcb3A6B+dVSu8MKt+h54YVVC5dOmqA9WJPy79T/zl+fxePvA28uSzMcqMp9saquEhDUTbnLeI7HLUMnrSCitM8/HUR3Tt/FLr8xGCu+Pf1Yx6JI+H68iwFT2F4AewHJaa2FzhSaCiC18bxKcz0iQ4KOCYLT94nPVsEX9/02AHgND7Q+oPib+KreF/8I4EcAeB/AtrR8DO2V5G068fGbsebhB7wf4oHHWpio/Fr9l4qA/otQ/Hj/ZaTe58BLeOn4KbJP9omwd8DdTbbG4s0gnjHCnk2ET+5pUxv9+moQvlhGWL6K8P77hFdeOYZ0AYBvJV62ydgYxevMKTufRAPvvH0dLlg5j5/Ue9Tb45OH5jNZQlNGZV6F9ZmpCNUG3tap8FXhyTaIt1F5PdmOssbfF7Zx2oeTPgUefI317th14uajexNAfHOKYlnGiC79PI9cfOOTAHCn6RPoXpr5t0i3ZRu3hM4UipEbjj0WGRL05wsXfcCBsWbft6snt679N94/WEN49VbuS799dmivpGNPnPXNsXXLUqD4LyjEe17jsW330cPzQbPYQqRQyp+myMf3/w0bgPiLwCQA2HIYKDuFbW93/I8h63tCJAF9h7Z97vJ1wI79wNLVFDTvNboUz1PcnjlnpKw9NwK5YiXbec2LMgA8dsnNH/O80KxTE8Hj8UDDC0GyLoK2bznxQk5KCrD001ca4zuEyExKbvA6u9lE359HdPVgjMUQEVaXP4tpbfDIutx9AACjxjDY6rIDxDUPBpIX1w+e8AsR5c2+7y7C+C5wGsLOgNmFYaz3CXpwkZYmLB+B113J1O0rYOMoAHvmtX3tlAcZ1q0FvvwS+N//gEvGU5t2lzo30MXCbvflbz4pUigFH7I38MrnQK99NyhCqpgaziP4tZF3hs72fbplWvP0rrVFoLQ0oFcvjBoFoKAAoFML3uJTirYDj2+XgW9PfsEgFVS8nRJtVsq56jl59T0ABv/94k6fB8wcCQCrm947LjhK17yfwRcGM9AQiJCAYHuwTULvi9oOzHPV9OexPGtNyAM//O/ZInP5OK8seRoZiCPiwwKCjs7f8euzl0ZPzG7rPvf9vgIvAZDBloUHhMxocDTAp/XCR8JEuQBw3+zPGGZ/5rto3jzg7rv/hmpDSK9+hNb1e5uhwyasAtj1u1+kzJrRDGEjcPzUBwDuYp/hM7qrtbZnJ+1tU5cCC6ciZdqiU3q9oopRNOtOMOA7RVYV4j1/0DiVkxhrt7vw8IDBicmbiagKANiLLwIvvnjsdK9Xr+bP7dr9heccO+0+6RQycgS8AMsBWL2nrn29zT48MTj2x8a4AKeLT1vhqI1ZeyCJXpAgNO0yCw8Ixq68w0vzQqPEU7mv6FJ3yCjLm7r+SGo8xzUncJSZhP6JPXqPTx66G2jai9AqXkoNwaNLY7iLXr9m89Cuw5FXUdDMZzyP1Ye3/pnY/g7pAgCvQvmsvaz6XYvKbm64VqfVb43Uh+Shhbnp+Ab8jO5qbsvDDJT8F80BJyFdVikBEQxEAmZFX8AYY5Fbc/cNH9qh3x7OlxFZgUK85zZcXrfEGAudPOeRDeuO7AoZ3W1wzVfbfll+64UTPyOidAAwOxru2JC1U7U7LwNHyvIAHhjddYgwfeRVB7ScZisAeNk1pKKfTqjxNDi7AchsIvuDZVl3zN+6TJVWnI1gQyAGJnXDsI59hCHt++4nom0AcLg856q5mxaPvuy9h288UlFgfGzczT2XlAQ8BfHM1sEfR1IZOL7RkA0whrCAIBSbC8s26iedUkQsq60hTqfWxEMSIRN3jKbo8DiRU1lsONk9jnx5K+1f7sT0MW8JNrsZ22QZ4AEiDkyWoRZUF5zxCY9M2HWvQ7U6ddPrMxd/+FBMUITtrvkp8x8bd1N+1+gOH/gHyqG7ijL6bs3eK27PPkS19joM6diTXd1vnEgJ9HnjvX5Y242uG5t5wj4w5ZJLafEa30yDSWzonK2L+v6RmSo5PF50iUxgwzr3wvCO/bwUwH/hf27373avmn7NZ09e8Xv6jrBesZ1rAbRXpFYh3nMeoiwyAEa36I1pcDSolx3YaFpxYNOD0xe8er/q3gEMYIh6dCQnA2Ayg8x8QWOWH9yMmUvep6vmPJp3x/DJ81Q0rE1tzqTPZLl1pfGLU9fMXLxn3U0DX7nRIDEZsiyDGLBk/x8gInDEMdW9/RlA6PvStZwkiyQzRhxxcHqcoa+vT2azLzqzdfDboa2+xMiNEQ+YjChTGHrEtaPKyXnAKeSTP1JdyJkd1lYCEnOwuxzIKS84qVooHnEyb/1FpBcskln25oKog28cYACTYFTrR5/xGQ9csOlj4aisDKt1WIWy+qqgfUUZD369cwVT3TNwFsCgvW8gyQAxWYbEZDAmY8vRfXhnzQIkp1z97pT+Y366ZdjEt5OCY462+hDZN3YtXrOabcxKffK11V9eGfLoiKH1TqvcWClrDjN8vMG3FVt1T/+5AEFz70CSGeMkJhKTAIvbrlYk9t+Bsrj2D8OgMQhEVPjYmBsHPDj2poYwfaCLMdkNIuKJE3gSBFGWPYxJHo6YR83BrSLOzRMviaKXlu75vcN1c59465NNP/3Q1nOqHaUJMxe+v+DFX+fct7sgPYCIOE5mbhWRW+DJQ4x5JFlygzHwJAg88QLAGAdy9Yzt6HlrykPrx/YY8viem3ec8ZisV/YZ9QpkudnviQFGrUEO18d4NrlPzaEiuzyf6u0W/4LYsbC5nThSXdhmX96zB0juDnaz805m8fJitbV+A3i+KZYOiENedSkAIK+m9IyVnRc02JQ7zGvkrQ8+M+GO7/ondvfyxLnBIHMcCTzPCUQcL0qSBwweNfEeDadycyS7GQM7XJoT8OqKz+58atF7P+XUZndtVav2bwD5cffqnyZ+8uibaw/tGGpzOyAQ7xWIc6uId/PEe5gseyRJEgVeEHiOExgYJFlyBelMrhljrm144tK7BikSq2i85wl8rHJx9yGHAJiK6irueO6XjzkGGh6kNfTQqrTC97tXz+kX39U9tFMvOTm2C6uzWeTCurKO27MPjtxdkN6Z5yi43mELaOspWeUlcp3Dajdq9SwhNLpoQq8RmQat9vsh7ZLJ5nJhT0kGt+bQdrFfQtdRRo0+mRiYR/LuCw8K2fHqFTNyiWj7mS55kbkCCSFROFh8xAOuOT4uBAGZ5Xm/xofG1gDA4cNta7yMMVw1+6EQi9PWys4JoMFth0eSIhhj6sZ4tMdjwAD4F8puZhMPrse2nAOqTZmpAM+BEQHEobCmDIyxUCKqPWOVILmROAK4kW6zAriRMfbuW+vmJx8uyu4XoNNfwBHH6QRt/ZrMnd9d3KU/BnXsxQL0RhzIz2KZ5TkXHSrOHlfZYE4oqCkrW7hjU+vB8P1DZbml1qRX6ZxB4SbWISx2e8/4zsuHdOxdF6AzIrM0h7Zk7+Ur6utCR3Tuf6PD65SLait2EvE73p/2qCYpPO7zTxRhVYj3vODbVlS5hOCoL/wfP2t5vBRrsLyV28xa9/3YBlt972fG3/7Fs7jjhI8b1mFwybKDG1Nyq4p2Xzdo3M9RgVGHWjvvUCsuD6/h/jNf/oULkRASBcZYTOyT4zgwao42SIRecZ20kwaO4d4A0LMn5PR0oEePE94tuH9i97Gr0ra1mvvI6/UiJjCiv1eWkgBknfAu/oWyMd36y4eKsw77zB+NjUWoddQjv7bsAQApZ8zUJHG4vcWuPCLaB2AfgG+OPzcNPx1/aIHEWI9PNnw/NTowdPXU/uNLTmDPAAA8fPENN1hd7lt7RCWIUwaM/XA90ByGsgVSsWBWy++/zvDFKpMkgOcV0VWI93xD+w5Av2TCG88C8YTAwwVkqbuQ5XtjKWmCX2/55DZgw1HC1Y9iUsWn9PiY69cCWPsS2s4QsCN3NDekw8jdAHY/AgClXxBWlmPc9Ofwewtt8kcAzy77nXI3bwNmvcRw2yWE66YBqbUMzz/ZQphP37F+6sKFWDRtGgCgxl4/0el1Cb6cab4N1ALHQyAuZ1B0x6aAL38i3RbuVXaPnau0mnUe0Q1wwp9JhwgldRXiwj1rpKbjbcRrMKoDJdyRvDzEGPy2udF8QQSby4H9JUdsJ3iN07Txtn5x8NgrqW7m80DqFuCZRxnt+gwsIZwQGcpA/izr8xcS71uATQeAZ3dN4l4b9It8IuIlIjPgi/j44qH/cYfNBxH98lr54z9aZBl64wEO/aYxbvMWGGPVsMZqGaoCgbtuagpZQUp8HMXGe64rvR6xhdY7ZDAQ046h1MvoSDizmJiMsbGs3aUtptn3zQQGtWOJ113NfnlkjTydzQdyTm4E7Rayn713703IdgCP5gKqPbuZZr+FDWxBuikArgWQe8VYBq3kO77fzDDqdobnnviTeeR0kMJSsGjaNEz5ZikBwG/p251Oj8cft9In0IF6Iw6X5uwkohOHuSUCGKMHACzYtJQyK/JbD5jFfBsgisyVns+3/uIj3idfoZMFybmy72hVUnhs08KUT3P2oLi2MgEA7HWg0yVdakGG4D1ATjW1CwihFkdRt3YZw+gBDNYqnxdC6idA+QHmC8fbqJpuYrEAhrEd6PT1CsSaK9q0v08cAWD8lTCnApuRI6/Z2Z99dHx8+6c/kjFuGIvKMbNb7zMzTLwfuOsmAMClrj/8WaBlOlX/cQWKxnt2wdeFZZnxzcLynT87+4cfHJtEwb9lmLAQoC4AgEL/b5/SLcApJC0MDKrDI3MW4JGmzWdz/WaEFqTYmgp3YDegOm5rMcf7T/nrrJNCKXiKzUW3qu+xGECxuTJJFL2+DGdEgCQhwhSC+LBo9w4ARbWlSAiNbf1mv83AR0/PoiHpm1lBeb7UqJkeY8IhAkQR3aKTho/sNqjnRnyWf//Abfj4JO8ZoFY5CKgFIbSlekuE6wA8uHkDcOnkvzfsEjE4ftnjWbTlUbyw/C5g5JvsT4MLALz5FPDAmwAO+FqJbQRe2gikpKAUQCn5kgPd11ZXA/DrJgBYhpDfAISNAqZnMaIabNgwEqNGbTzmuWUAPgQwcmQKNm70DVIDuWvwGwAR/nxIChSN95yDzBCkN3Uyag0Rp8TTBICmnZoa3fr1p6ahnIIKl1Wew3u9HoBrdP/6a0Xv+PE9sG/dQgBg0Giv5nhOYExuIkytoJGiA8NsAE5MugBw6WzW64NPEK0LMkUGhPZH0z2OKwPHod7RgNzyXDUAjJxcdNJC5tfUWkvra1PRYjMGiJBbVaIDgB5RvkMadgo7utiG45RwAhgPp9eLHxeufmHqngUs83jSbYmn3jyujUa2GdaSHVcHrcaxqLkBeP1lADiWdI/Dhg0vNn1+RVPDAMBsqw0z6HSdcUzKJgWKxntWmxd8M2LiCXvyDoXbPc5tfV+97ofpwyZX9k7oJN3+5dPvGbQBYv+kngGX9BjWMzIg5AKny67ZW3wEh4qzcKA0WzKo9fG94jpO1Kk16qX7N8yNDAh3j+85mEZ1GZy/7sjOStbol0WAKMm09uiWOLdbfv7nfX84Vx3a5pyQPOwunVodanO5alcc2vRFj+gOmp4xHdG/XTd0CI8nFa8yZ1UUbExZ91nm4IQe2jsGXzVCp9b0+zF1tdvibHjq1q9egkd0+22fjbvgnKes/ubvn4ewgfMBVCCvuoQYa6GXcTzya8pStSrNSVMMqS12SjN5WMd5rxo0giquWdNlxxphAdTY6pFdXcYDwJTCdJmtJNBlJ7735X1HYmXaRrm8rhLgmgNmlNT61q8SImeB5Pbkpskn5x0aBbDvyQkr5xvYfL7YsiTi5i9ffGravCeeCtAb37xh4KWCzFj6skObtizevdL6zrSZfSMDQrtyHNcht7pIPlh0BIdKc5FRXuDtl9B1ZPvwmAFeSXb+sn/DB5f2HKqb3G+01uwueX1bVi4BMgg8iMBFBofErM9MfWDD0T0d12akstL6SvXkfqPvtbmdnoPFR5fZ3c6iPnGd+eT4TugX3xWBWqOr1mnde6AkOyPkoZEVX21d1qNHbNLEtNJs7ottv0S+tOyL6w4VZQECD0gy/A2INfvCuPE/LGLAKEXQFeI9uxCoD7DoNIZAp9sBcDwyS3MYiK67N+cAtHoT2odFP6bhNdiTewi/H9qGqgYzHDaLLxg3J/gIihh2Ze/37ahQqe8pqS3H3rz9+ED/HfoldAPfpLUS0kqO6lOWfl68LWuvT+B5Fb7atBhgMsDxoeD5J7dk7caWrF2+ZWtOQKgxGCEBgYjSB6GwvATT57+I4roqMMkLQAZ4te99GEOwPhAqjqsEdJ5TrYPMvLsxLM3HjnlVxb5NIU1EKSM6MJS79oJLuR1/Xtg/BtfcPwp9J79L60WvsdBccXzA8mMm21anDf0Tug3bwdhKysqy02VtK2qjOvVFemkWtjG5xcSPUGiuIsYYTyCJXXbqKc/jfrCAm2LwqHi+IsRgQll9NQCCR3Rj4c5VAEdPfb1lKWKCIhFpCkZicDye/2U26hwW1DbUAaLXFzeC4wCOx+q0zY3ZQ3QQVDPnb12C+dt+weCkXndbXXaA48AYg16lb2+zO3+eNPsRWO31AMcDxOOD1fMZCGrw/BSAkFmaA+yQAJlBZwhAVEAIggwmdI9ph//99jlK6qtht1vgnwEwcDxBkqHT6BGsD7IAwMzDV+HyWc9jhSLmCvGebbjlwitvrnNa7yyvr768uLaC7E4bgXhApYbL40JGaW5zYpVGm6Va41skYr4AMs0Zb0GQRB8xcAJsbhc2H9ntFy4fWeRUFCCnPB/gBd+1krcpAhgYQ/P1HKASADDUOi2otVuaNUfOv+7DCYAsArKMEGMwooJCy4d36reiS1z0q0RkvYUxzD8FU0XpVTfgsenfMcZYwtA3bzEcMxWWZUSZQunagZeyh4A2vQ9GzN6Fbjk6QRU46JLfDm09sZmECC7RA5nJHQ5U5egw7YmT5qbs2b4HEtIiiRNUfnOmb5GurL5aAHApCCsYrKds5S65Lhx6UlmWZGx7ZZrtEqw+vHVcldWcUGerb2priTEUm8tRXFvq14obzRw8IHDwxaJrbLPmTgBZ8p1LHFLzDvqOcj6SrrXVYXtWjU875VX+PiAC5PffkyVf+/vDcUIAnB438mvLgJpS30Db2A8Fte98xkirUiM+JJK1C4leO330lNmb8DkOpMYy95ZrgeEXK4KuEO/ZgyLzEEoIGbmMMbb83XXf3Lc1+8BFHsk7qaS2Qp1ZWQCPw+br5DwHyAxgvhjVgkaLSFMYQg0mmPQBMGr0MPjzcVmcNpjtFuRVFaPWWusnXWomVuIA2QswGfEh0UgMi0Gw3gSNoIYoi7C57LC5nKhzWFDVYEad3erXrtAs+KLPGSA0MBzdotvBoNFnBeqNKwcmdFv+xPjbN84D8HvGBxh3ikv8bz4oYdRDAIABZrs1gLVcp+EFxARF8hH6QN/I8WL3E3rNLjReR9NZDdU57O3FpmzFrSuyTBJxtDJf3Ju9W160bAemtmv7HQ3ES4G6AJtJq0e9o6GJ1OucViqoK48GgGc+CiQ8cAomTrYQoCksecN6mtx9aBGAu/639rOhBwqOTqp3Oq+wO+1djlTko9pS7fOiaNTcZdHXhjyPIGMQogJCEWQIgEGtR4BW78+L5kW904picyXya0r9+Yd5v+exz6QBDoDXjaDAcHSKiEeoMRhGjQ4MDE6PGw0uO6wuG6ob6lDTUA+P09Y82BI1vYegMaBbXEdEB0Z4dGrVisFJyZueHn/n50Tk6D1vHh2cPp1lKmKuEO9ZZdtlANEOdrhCBPlccT5xuD0/fL/71w9+O7w16LZhV91cXlcpVNrqUNVgZiadEUFaI0WYQhBmDKLC2vLNWZV5mV2jOrCIwFCE6E2kE1SstL6S8mpL+QnJFw4vt9ZcsDXn4LCMsjwVJAlgIjRaAy5LvhgxwWE/xQZHphWbK3d2j2on6LUBcMkeVNXXoMxczjyyFNwnvuvFXkkKr7HWSrV2C2rtFpKZjKjAUBYbFKkiQqbVadk8KKFX4ZSBl+Q2Rior2mNGQvcQTGfT8Sl9etK6uHHtKAJ+ZBWWarHWbmmh7zKYtEZwhDwA1T7V7cQLiu1+TkOxaS/lVTu1Rp0RPJ14LdjldaNzZOIVOpUhot2bNeZTaLL63JqS9SGGoGvq7Q1NJmhJlrFw1xoZAN544JNTXLD0leHwqNFN588ce9c2xtieJft+/3p3/uGEUZ37D1SrNP3K6qvEcmsNJCaziIAQBOuMFB4QQhzPV+0rPLLWoNY0xARFICowBHq1Fha3CzmVRfJFnfp1tjhtQ3bmHu6fVnq0u9vlAON5gIAu0e29Qzr02tI+In5/WV3VH0nh8WKEMRgghpoGK1VYq1lOVQEu6zm8T1Rg+AU1DWZWY6tDncMKq9POIowhCDMFU3RguJhTU/hzl8j2xTcMGpEbZoytfgZ3YcacjvTJ3Xezpkhtf9e5WYFCvGcKjf0wOUoAmwVQ4TDoNWozgO0A8Clj22zmSuRZytnuohyK1QWga3QS6xvfGXCLBI1gJyLxRPYzmbGNqw7/oe4SndSuuqH+62+2L+/TLbo9ruwz6v0jJemv3zJ4kntAUjf3icI6MsYIwEoZEDLqSqm6oYHl5h0C6XSsS0QiDUzsBg0ED/H+LLYzQRrnr+TWTWQJA0IA4JRIFwBK06Yz4G4s3L2GXB53i+V3wKTVg8lSNhGdNLVDe306K9xT5EWCaYaKVz2l4rgTJr+VZJnx/P+xd93hVRRf+z17W3pCGoQk1FBD7yC9ilIETECQIiqIKCqiKAoEARGxoIgKKD9AFEgo0mvoJYQACSGBkN57z+J+ycIAACAASURBVO27O98f9ya5aRSx4Oe+Pjze3LI7O+WdM++cOUepKtLpk9UrAPxw/1mSiNjbu1blu9g5IiGnMnM6L4rYGXbM8FgEE3iK+rY+Q6tPk+GDIYgCEMVY+hlecFfF5aaxqylRpC4tQ+v6TdChWWvmaiNwgLOBiDR1F5mdiy1I337ou/foi4nzFx+7dXnB5YQIvNB9xCUPR7c32zZrlji+2VMGsrKu8xq/s4LzgP1GEXJ2MyeJklNiWWpRDnVq7kHtPLqKLlaODEAZEZlkIAAqUUsOuQsZ5nxbs7NLkIj3SUFAAEALABxZhub14vHxgA/R1DsfzkQPzKi7iDF8+tabJk2ua3dg+lTAwIBFPcGZ0nprGWMRRNQ5Mj12AWPi8Z6kuK0d/AL7ASsAAE3dR+BS8HFsbjcNH/Hb4Hl8IxK6zCq3wh+ofS7aD3w6hgHb5zC91R8bYJteJHp1AVhwzHUHo8hb+Gsx2FpZo2n9xqbAk+xjgFbUeR29I1jazRy2e9GPeQDyHnTf774zhZs4zx4Y7AwA0Nq9Gd3NSq3iFyzjOHmfZp2m3cSuX/4wwRSC6SBnvvXqgVgBpvgTrsJT10sOXe2TBsCZj4v1/HAprqacA4bPxpZpL8BpO/DcVICIeAClANBgv+GDjt49P1k57vU5nbzbfP6O/3ia7j8FE9pYMew/CVw+DQQFAfGx6PLmSCT16YOCFxaDQHoQ9PddtjGzx8zgYUD7dtCTFVvl/g02hF3C7G7XpQEuEe+TS7wAgGeGIB7mLIUPiU9rG+hKqmZZEwYP8qP2ni2+GMFA2mo+nIk5x9GwPQBsw8cAgFmwepQyjAUqrMqpP/6hOni1gYn1Wnk0Gnc5PtxRZ6x0iLBRWKO5q5dJ3KYVAPsaoHdqvc7SpwBg7yPfv/8DDl19BcJ8AAl5adHxOanh4LhOlsZwRlFuhXOxb5QfonyDHq0As4ciDMBo00NiO4DtdD+JqtyoBYjMAdJ/PYsZtZyb2XAA5Dd6NzOEU5nS+/3PR3z3M/d1xB6mmreA4fkJpguOHVZhmd4AgO+OAZOXPOyyjVUU6vRJ4JuvTY8kDe0/FdIBin8hTp/ZzXZdBO1gINCT69wTl50CvWC0HNnILMmLL1AXmpKmC0KdpPtX4tbVQABAb58ORmdbR71lqEnGBERnxlfQ5COT7h+UqB52Be9dBPTBp+xiUXN69/ardPz0dTZpxyW8lZH458kAkpQgWbwSarWTMLFv+Zmy0eZddf8np3RsIYhWIzIjXtRbWLsggpOtA+vfsqsIAMTRP3IqaktPPwDA8PY99Zsu/F4m4zgI5pgNIghqvc6RMdadiK49Sa0eGAg84w+GaR9hMMCAeADmfO4AZgHYKA0OyeKV8DfhCSJdE7+uBmPME4CX0cLi5TgODRxcZB29WytN0wf9UwU0yR4y+5Sc0oJbKnnVxAuCKKpupd31fNKa2f8BzSyRrkS8Ev7juJF2p4mck7laHp6QczKU6NRxcpKFlBPgfjbmHylfy6WfgojgYGVbZKuyrtxgYwylerV4NDpEK7WiBIl4JfyrcDDiIl+oLhUt3b8UMjlcbBxLiMh4vRjEGGEsHfhHytd6cg4AoJVHU7mdyqbKZ3ZKa9cGDi7jpVaUIBGvhH8VrBVKH1uVVQNLVy2VXIFWDZoQAHTd/iX7J0O+zuDWAgBEUYzT84YqbnYiRKTnZ7uUW8ASJEjEK+FfAa1R30olV9pb+tMaeKNOY9CGAYD93Hf/0fIZfAYCAPSCNk6j12WiMu4QDEYj7uYkmXhXakoJEvFKeNKRn2w6kBaZeo8v0ZXBUmowioJabdRHAsAHrBYf4b/Ruly6OpUAYNpTY1HPxpbK700AjCKP9KIcFQBzSEwJEiTilfAEw6VxPQBAqa6snlpXdX/KVmnNvd5/ghUAOB/7hJi2GumWp+L4k3Ejs2bo3/Q0k8U7qHkPcrZzqpgfGAP0vBEAeTPGWkstKuGvgOTHK+FPB2Os0eSfPuigNephuYTnRb6of4tupwBgzsgMNsfyR2bLkkzk2wqAJw9RLCgtAhigE/RILsiGRq+teuiAEWQyObxd6sPJ2hYiE2GrsoGdwgYANEQU2sXDp0YZy777uZzho62V1tkKubK50US44AUexZpSOwDOUmtKkIhXwr8CBdoiZaG6xFZv1IM4DuXhB+s7OCu2XT3ca9ja1+xc7RybNXfzHphdUqAq1ZUhoygXxRo1inRlYrdPJ3vaKFX2GoOeGYy8KaysKEJj0EEQhcrlP6vkbGuVCgpODgZTzjg7pTV4UTC2+Gh0qkKu4J1tHMnd3gkONvbwcq4vJuelX4rJSYtcfeIXwcHaVinnZODJHEJCZMgtKRCP3bkkSK0pQSJeCX+1qfrQx0UXbnoFq1/9qdbPLsTeVBSoi1VgzCydmhgyKS+z4eyty3bxokAyTq5QyeVWAhNN8dqZCGZ+nVaQBTAGsdJYBmPMnByeQMyc1wyV4QUqy15pORMRCNSMAHBE4IiDjOMgIw56nu9nFI2GiKQoBiIbozneL4PJA85apfJMzE1vBeAqY+zxtN77BHuXIBGvhP86zCnVcX4tMOAdC5uyEkq5ghbMX4BPX11VmQmxGieV6LVt3R1cOkEUUJFMkokwCowzAg4AwIsG6PmHyyZUWQhzNBmqfLdSEibzW+XvP1ArVgFQCVUCmZkfhjHwgmijNxiGMsb2ElFZbRd4I3EM9WnyLTtATWj/jfPYl92fej0N5rT1f8C4ltTku+NI1TEmBARIzhESJOL971iwFjEcbgcC7aqdOT3yLRBaUGGNmS27GiRxSZtrdSLklFzgDYri0nylg62DS/BLV1+Ly01FxM5YK8d9di9lFufI43PSkZifjpc3L4WRNzCSq8hktxKAJ9Q7oDZKJA7xOal4d/dXU1ce/Xlqz1UvormbFxo5NwQHnHO2c7zZztPHKisrb+fB4O+jvQ9vFJaUhRs8e51hjhioYdOJ0bN+SLJrCOxaCyxfXuftjzAglCqTcASgzoQcEiTilfDvsGD9AXEXQEqAxgH7QoAR9YADiwDXkcDQV6oZvCZyLNVrPN/69XMFSGhwKTlC3Hto25i0guwm4NBNEMRW57OvYPXRbSgsLTSlsinPWcaZc7sRAcSRKSwu1c14rBr7sVqYkB6VtMmcu6zae1TVarbQKeq0/kVRRF5pIfKK83E19oYpcC7RABA3wNbGAY2c67/WzN0LCSkxaVFG3bniAmhiMw/uL9K8ljV8OOWveu4VvguQSUCtWvFJBgwzF0EDYC2ARQACzg5EwMCzUv+ViFfCv5d8GwAlceQ6DWxK1n76xsYsEWBPuZXb8MSdK01ic1KaX02IsI7NSrV7bfvyUTeSY2ztVVY9dDoj1gXvgEHgTbnaGDPJBxwBnAzEyUzcyso1h8qYB+YsueY8Y+UbYgTIZFDKFbBRWkMlV8JKoYBSroRSpoBSroCCk0GlUIKIQ2ZhbkaRrjSfzLMCEWCrsAZnDuVYZtBUZDEmAEZBENs2bNqBwMEoGGHgjTAKPPS8EXreAIPAw8gbUarXwMAbwAShUh8WhcrEj+X/YCovMRmYjEBmpVmt1+BORjzupN0DwHlBxk05HnUFLnZOrzrbOEBj1IUtP7JZk1NSEDzm+7ezejdrZ2zh7p0wofPwJCJKBipJd/KLW8j31Ct4zr8VVi5qzD5qcETqtxLxSnjylsc1N8G23+qAFzvcMq9XA4CAAGQKxfAgRwBgeQC+2baKMcacb6Tdab/p/G6vMp12YP8vXmpqMBqbcRzXNL+sBDml+QiJv2lKhCmKVYlIrqhmsYomLVU0h2TgTFmMZTI5XGyd4GrnCGcbezjb1UOpXpOhNWrvNXBwJWdbJ+Zi6yDPLS2KTMhLj3O1szM62TjA0cYJLrb2sFHZwNXGAYyTcRkFWbfTilLzwKmIAHCM0LZBc1irVOCZiMjUWBjBm5LlioRCfaE4vM1T/QjElejKUKwtQ6lOjfyyEhRqi1i+tkxmLVM5dWjoMzRfXcwX68qQXZJHeqOhXgNH1w6F6hIUqkuQV1aMAk0xdAY9AAITeIAJYBUZnsk8AVUm2BBEATnFecgpygOIuqXkpMHK2ra/h4MLMgtzAIb0L0/8Fj963ZsJjV0a3h7apkfE2E6DY4goFQC+/jYK+DYKdzLz0cbDBWABAEnCg0S8Ev5x+AX4Iah8E4yIMXNsRaJbjFv/JRhnjxK/KbAPCICHzBEAkKcuGnkiOmRIaHxEj64rJtrmlhW7afQ6O5mMq1egLgbP85VkThzAKQAwkExeufAXBRPBijxAMnBKFZxs7dHQ0Q0tGjSCILCUIm3JlU5eLeU2Kpv4ny7uPtzM1UPRzMmT+Xg2hsgo386xXuHI5p3QsJ4Hg+nwTh4Rqf/sOvoVuHX/eYsBwFYAYqlRg8vx1xGVlqCyklt7JeZnUGJ2KumN8WLP5u2beTs36B+TlahUyhQdrRWqNnE5aUgrzEKBphS8QQcIRnPmZ5lZZuEq1QyZDDqDDom5aUjMSQVAnpxM5ulobdf/amKUYc/N4NwP9n5XOGXTwvynWnaNH9K6+8mW7k2OUnmaKArAY3tUSJCIV8LjIyggCFOWjqfT299DJkCzV7eiSQvdAFxkojn+gf2cWTgRffmVY9GXRsZmpfTtsnySVZG6xFoEU2gNBgiiUNVyLSdcS4uaMTAIAMmgkCvQzKMp2no0QVuP5pBx3BUXW8frjVw8siLT4w7mlRXm26tsDbwgaCd0G0bdG7XhPxs/T3sI5x/qmZ7eehg3X/sZMXHX8P1ibxzQdULY8W3g88vwyWf2WPJcJtDark6Dv379+sjOzq74u2XgStyr1x32CMb4nERsnRKID37vh3sF+dg7M7qcyJJqKUqs5R93GTsXl5+2c3v4WU5QlypFUbB2dXS3Htqq28gidVHbyPR7Mlsru5kJuancnaxExGQmQ6PTmDRvgomMK2QL8/wFoFBTCoApAfLMpnzPlIJMHLh1sZ+N0sq/jUdTw8xtS68ObNnz5NSeI3cSUWaVEn4xm1o/+x7d3fMho4+DqijlEiTilfAXIiHFFUX1SoBvZ+PXN6+xjXSRReTE+cakJk4KDD3aIjIjfvTTa+daixU7WwxghEqF0iz/ElXsZxGZDg7YqKzgbOeA1vWbwsPRNcbJ1j6ol7dv0JTxUyOf2TuO6jvFwzMkHcH1p7MduXFcuiZLTPVfbLoKEVb/gec5Nv1ZAICTJwCkwpyYGQCw5INS4AM7ICoK8PVFuc5rCUvS9Q0MQJT/RwBMmSG3mt//7LkLjy6PE4moliB04t5PcS33XpyxQX1c1NtQC/H2a479HDE76SxcGu5wS8lKeysi9d5TaoO6X0RaLLKK8lCm11Vq32AgcBV/iYxBY9ABBK5Mp7bLKS3AuZjrI/93Yf/T7+/+6vOBX7xydFSn/tfHdhyYXN/G7XcHW+uido3yqM24jrSvY39g9JsS8UrEK+FxsRDAro9mIikhEWxHEzicn43SVR8BR4PLl8kUkRVrtfXiYevfoy5y84LfXRG66fbwlzZ+3PRWaix43gAQZ7E8tcimaHbt4oigkCtAjBllxBmbunkZ+/h0Epq7eV73cfc+Nrx978v2CruQ8jKtA8CYA+ijLcCJIUDf3mgxk0PfsvXMPyqCzaclf33FmEn3QYjy/2s10V3jFwETu8DNbxgGXbBhv3X3wHSVB3tt+DcADc4C8KGFpNH8ePTlEZHpsd1ySgrGnou5jnvZyValujImlyltjQIPkYkVE6PJhZiV71FSVlGOPKsoZ/TZu9dGrw/eiXYNm6/+YN83J88l3VjUU7DSHmzaRj2KMZ15ggAAzGTjkeG5F8dyrYEpk4EtPwMsDKBu0uCSiFdCXYgDoLWz5eDpjN8712el/Xsx8yB23B6yp/7a09s7ZRTlDYjLThpmJQot5geuATMaTVKBTAbI5OZxa970Mq9x7VQ2sFGqGHGU62Bln9/eyye3mavnxXFdhkb1ado+johCLctxgx3EboymT81GMVGJmcWDgbBg3FsNwA5ATw7zK86Y/Uew6wbL3XUDgWZ+3YqqKg0AwMBARPEAvrcgYo+M0pwRb+/8QgOGF+9lJzfNLytyMfC8q1EwKoq0ZSaZokJvN3tVECExJw2JWcnuB2+dn+Jdr8GUBipn3QHjpV/D8+MvfHF8S+jswRMz7RXWRZtpL3zfe4bwy21AW1DunC0NLIl4JVQgMLBGIq3Wq1diz8KPRAAYB6CwrKDt7N8+azljy5JR+WXFAwrURT6hibdNGzscZ/IkKPc2MLtwMeIAJsDLtSGs5apsN/t6eZ713NPd7OqFtvP2CZvTz/9G+U76F5akEcVAvoQABnSh0QDAAhgQUG3cWqYkB8RHOWn8/xqW9TCFTah4/+eL+/Fy37Ew67VbylufMeZ+OOpCl3MxN7ukF2Z2yS7OaxmZFidaq6w6phRkmz0pyt33zD7SAFLzM5Cal2YFjnu5dcPmLzdxaZh7Ie7G0ambF52f2P3ZG6PaP3XTNEGkYPT/7tLB2nRgqdEk4v3PjlB/f+DH7cDsKYSeYxlCD2Dlwo/AGHM5FHnx9c0X97k9+93bT6UUZrcoUpfal2lLTVzHyUxkS+ZjsgIPiAKUVnbwbdgMGqP+RpfGrcuySwt29m3WOf6lfmNzm9TzSCaiAgB4HRPRNPAwTYl8FnEE7PzEbNW2NaUytyTaAKpN+7z/3/9VWNbDr7S34vXLfceaXshkgCCAMeD01TFERDkAjgE4xhiTCSLv+9aOz8W04pxuXvXqdyvVqjs6WNv1DU+NQVlZsWnxIleYvSdkAGO4mx6Pu2lxbiqV9bT6Ti7TItJio55aPe3MK/0mqKf0HrNRSZRg0e1MHjCQrGCJeP+rI5QxdD9wkLs2doyI115kAJCrzu/88b4f/Pt+/tKYfHVR6/zSIi63rLDSXqnwGWWm01kiAE6O7s07oJ1nizKVXLHJTqW8lG8oC980OcAgJy71NIBPMKd8qWsOuwgQPctWmK/mFwAEBeCJy1b8/w6CYEHQB8xyrmkSJiIBlW5wtxljQYv3r3MVGbXr49Ohr1qvnxybldzoQtwNaI16gOfN0pIMMMcQTsnNQArI19HWzvfTw5vwxYmtz83+ZfmtF3o+vXlgy+7HyvdSD17px4027etJ/CsR739HWmAsF0SEa4DIGLM5F3d96v4bZ5a1Xfy8slSnthNEUWHkeYDMp8EqBgcDeAGQcWjZoDm6eLeKGtymx/GPj6xdM9n7WdajpVdpH6/+WrQkRlM+qYXvqcLYthx0QQFS0/xzskTVxnBbOhA5AWdg9m9WN2Ys5XhW/Omrqfe+up2dJF8+4a1ndl453FEm4968lngbomDW90lW4RJYrFGjWF0GmUzeKiE3vdWOa8dGvLDpfX6Yb+/PX+r93BEiigSAI5/FAfCpU4GQiFki3n8duVryHcptVn9/AK1A5IbwtDsNjkZeXDx63byXTt29aq03GiqF0/KdbeJM60MyuYF5OLrimfZ9Db2adfyd43Tzbt1bmavr0Zylpl5kq0Mu0itDgKSko1z/g+NFg89eKOU1tb3ygSQNqCdHlrD8I3fZWSwbOAgA8D4ITUdywFGmt14L3e3VwOuz0jf/vPA6grPXv//+iOlrTt0JffpC7E2fqPR404Zq+fFtjkEQeWgNPHSAw87Q49h17eRnG8/tXfl24Od7B7XpvujZ9j5xYIxw9Ci4ggImvvhixaQMC29DCRLxPvnw9weOHIFrUgpZpUZQ2lc/MKR8S6J7L8UvVzMdtEZj59jMlFkTvn9veEJeugMTeFPMA8u0N4xBJpNBJVdCKZNrWtRvVDjMt9fppWNmbVNxVqd+trzfjNmYV2EOA2gyUjgOQClZLP9aBAw6CwD4HAw4BgYLApy48RCwEQDG6wC8aZ6ofTacC5y39+aZUeFpMW4lGrUVz3g5Lwgo94oAEyEyhpD4W7KQuAi/w7cu+L2xY+XtnlcOrqd6wuGuA8dnt+kGA9bv45w3x8BBfYEBh6XGkIj3SV4uVnv/ykjQcmKmMcHknxzd2HiZMezpPHXR+xdibzS6lRgFyEybJMTJwcDAmMkly0ZpDTsrG72zrWPa0759sga37v7TmI4Dt1zDb/gU8/D24nG0dvm+h7JEJNL9/9339rPBtDjjNSKiOADzAMy7lR4z4dvgHYPvpCcOj89Lc9fzRodCdTFQqSUDHIfYzCTEpsW2+93N+4e+LTsXhKXErZkx9+P9/+vxXBL1JG0hgMGM4XT1ThQWBnSTfIIl4v2Hl4uMAc82Bo7cDAau9gKesQUtJzDGFL+Hnx0x5X+Le6TmZfjH56S0ysjPMJGtUokKP3nzWX93Rxc429pnuNg5Xx7etmfI7MF+xxvYuNxeC6DHuwuozch8dB8i4I2v20GGfZBy0kh9Dwhmfd95A2mZTWldjjMaqVujg2erPQD2MMaabbq4Z+CJqJDhd7OSupXp1M1TCrIh8npApgBxMoCTI60gGzsvH3J2cnBZ1djFY+6z6+YGfXd255W5AyYeJ7PzdsdJixGxczkQkQV0bIBZG4CNs6U2kIj3H8R1tKHeW+rRkWeWM1w9ywBgV+hRvxd++mBSWmHOsNjsZPvsolxzdC9lRRobiAKYKKK7T2c4WNteauPRNKyBk/vvHz098yIR8UvxWsU9Qr/8goV+CWwVGeTvAPz896WK/8/rEQFAAOHi12BeXwNAIoDrFsRMCQASAGz+Jexo78CQo23be7X00xp1I05FXwHjeUAmN4f3VKJIXYKisiKv+By7d/LKiuftv3nmxNKDP+xeNnrO5oidpkDuK4vX073vwCTSlYj374OfHxAUVOPtkIsdsHjwLhEAjkZdmLz5woG5C3avbaU2aF0KygpRET7QtEAE43nIlSq0b9zGMLhl14sqheyH1k07hk3tODiHiDQf42UwlgCiZlX1DPP/+ftpHP+PcPYsMHDg4xJTwP9v4r0PIpk32pvOyGBqt5FXAFwJSw0/ejD8sm+3xq2nXU++O/Zq4m37ktICk+xl9owo02sQGn9LZmttNzIiLbZvv89nzH572JTL4zsN/ZqIUgBUiZhmNwUo+1WiB4l4/yoEBQGDx9H05Y2wNXEs6m3+BoWn97M3+u1iO64dHXDi9uX1L2xc1ERvNNhqeb3JG4GTVW6YiTyUSiuM7DgAg1p331nP1mGVu6tn4tM+XUuJCNMAtGXH0P5S00rSrVxTViXa/4B4O3AgcOMW6Gxn4Dmeo2YkPvBc8sTfnqOdL/zO6LPPCB9+8J/ekW9PqWAMOKsB3c5Uob2hI+vm3SkDQEZEUdLljvFhAc91GTTjWkLUewfCz6oKyooqTsaB46DWa6DWa+yLNKU9pv+8uMuW1gcn/x4RvH1sh8GLiEgPAJHhvdC+UwgwUkE4YgBqSRslQSLexwPbT6OiwtHDahmdzlqH1GCRbbwU1Co0IXrLu4Ff9sooyquuwpUbuZDLZZjc6xmM6jxoUadGLutaunYpe2vQFPoGHRjOdKuwYKPpaUQDGHjmDM4OGvSfr/IuHQDwwZhPQ8SbGRG2+UWaZ3ffDO6w89oxQas3AETUv2Vnen3IpLwe3q32eTp5pBT1WUXcsiX/tegRdYJswOKa6/GmRSiOjrsz1BNaX02Y2P/O0i0DDi0OSbj12qcHf/I/Gx82qESrNkexM8HAG2HkjfKDty64n7kbNr9X86AxG87vem9Wv8EnyMZNg1tR3Ib28zALxKS9XIl4/4IePJYdAvDy3Rs2I7X7PBofbXTm29AdXrdTYkzxEjhUyS+mlMnhYGNn7Nms/d25gybte8b3qaXb8Ckm7QVZvTycDi/R0ueNFrL3qaYF+8SRbi0xJapOMH+eoRPIgJZwQicqAmO8/J1dS90aHt/6/fID28Yev30Jap2mSuzgk1FXcObOVfRp3mnth3u/uWwIK331/ZSrcUPcOxvSSkcj/vhBDHj+MdWZrl2B69drvM1NfQPiLxsAGJ/MLlvH8256uQ9iMluT/9Yv2esbPahXsw4/Avjx7L2rfX6+cGDludiwnllF+dZGQTB53JizjZTpNTgVecHnVtq9fZFpCcXztq541jf/aORsCi6RZF+JeP/MrotK11rm8PH+dS2PXjv8xt3M9OkbTwaZzs3LTNkawEy+kjYqG7jYOhV19Pa580rf8bvHdhq0joiMmAlg4IvUZO92pPxyAuERYMMayfD+v8E/wd8f2HMQH6RNw6ruhXjudEPsHzqP/Homs4zZP1DSLSA95PHYt1ySvRPVi/zbhTDGmGzV0Z9mX05MXhgafNgLRj2DQkVVArab24gXGc7fDWXn74b28fVudbOwzLj8enL0z172bTN3hw8lxk6xP0q6ASwAARQA2HbC8mvhdHUFcOg3MOiTIV6/Q56aq0gf/Q4wY/K/Zpl9ZM3zuNttHJs5/Syi8DTQYSNNzG+OgS17XgYw6Fpy9MivTmx5NTQxuneeurhBsaakMmazTIGc4jx8d3yLY5smbS+muDfeP2nTwi8/93v7TiMnjzxJa5CI98/QF5i9lbW4I/Rgl9d3rHwrPidt2snoEDDeCCitUKElCDxsbOzR3M2zrKGD2+lnOw4IfHPQpCAiMgDApMTFtLPpcobN29lnAD7bXn594V+xT1a+mfIZgM8AABnAxx+woIoKMCEqMxa+Hi3MhFUZYKe2CGeV1zY9f0AAELhvLPzb7WeMMW7s+nnv305P+DQhO8k0wSlU968lmYIAhqjUe8rs4vzlAPpmlGUtaGjX4HZhcVsColkVhn9Y4qUA7GV7aDxNYIvbWkwuqsYAwNIBYM/kinryByGIntz9T79APwT5BwHYze5YvL/L4nX3xm2PAjh6LOrSoO1Xj8yKy04ZFp+T4pJbnGdOc8QBSmvcSYtjd9Jix3Zv1n7se4Ff7130+7c/uDo4qU2pBgtoyQAAIABJREFUSyRIxPtHK0cms72TGT9vz/WTTVMKsprklZg7nswchlHgoVRZo41XS2NLjya7uzVuvfv94TODiah4Hl7A25d/oqvffoWCpsvZoy4H/xlFwQ/+/hWeG2RkjCnMTveMMc/z9663XnbsJ1Vrt8b95BxcNEZ9Xkp+VtgbgyaVje4w4E55qMn9aQkYS83wJQPm44FZ1CtORfuP2w/GmMx/w3sfXU2ICsguyQXJ5RZZM8yZgAXenF6HM7eHvEL0gFyOvLJCBF0/NUJn1FkxxoYRkRFvrwapcsHuQ7q+UYGI8vU3RfEisE/iptNSn61sPE1gjLH6EWl3O6w6tsnKXmXXxVph1dDOykZ+Iznm6OTeI4un9RitI6ILAHA5IQ9ErpXk+wSxcJB/UN0fGo2EvXvhNnEia/fpCHra96kzjLGQvREnB+65Fjwgq7hg7vWUO3bFpYWmOpfJCRBxLT4StzMSxjdz9RziVa9+iEImqy+xh0S8fxgavc7qSOTFQQXqEtPgKQ8yLjIAIny9W6Bfi65Bbg4uP747ZPJNJ1vHwoV4GTdv9MKFzvPx9Y3DzHHHJFzZuQQDAZx94hWFIBzZOY6embQPjtfXQmEiXKsVx356a8Q3c16ITItxLdKWyaJSYhvIOA5GgYdGr8m9mXTH2KZhs+IFu7/cv2bC/K+IKHd92Hy6bdSQ5y9FDI3vMiSH13nfkmKwlbPa0kcbo9nnJzbPuJeTEpBTWkBUns3XrDFC4OHTsBm6N2kPL2d35JYW4XZ6HMISoyxYHCBOhlJdGY5Hh/R/eduy5QA+6NFP4EI1r4tVIxBXRZSvPzrE7uWuZK5jiy+8xQX7PCcyxmy/Px/0xqh1814IT41yK9JqZNYKKzelXMHJOA756uIx15OjDZvP7xdWHf3pxtvDpi21lisjAODHcAfOgY9hJf+e3X4GgwG5AM4sOs5Y2AsgIi2Ao4yxUxvOB+5/qkWn6Zfiwl85FxMmEwQjwMlBMjm0eh2i0uMdk/OzRhgFo3RsUiLePw5eFFCgLgZgPmrJRDCeh6uTGyb1GBHcp0WHlTpdwZWXnpqqp1YE7NlGmDCNde4SAqByM6pr2Cyc7bbxX/HMZycOBUILUNz1bbbxwt7uz657c+vF2Js+Gl6n4HnTClJryEfF0TuQm9qgRWH8rYZhydE+F+PCp+6+eerT5zsP/d5jDfDhKHeyOpnDZrW8j9RgBNiGaDZ6SXjjeTvWTbmdFkemTDic6Sg1Y2joVB9+3YffbeJaf16JpiCqsWtj5JZlwce9gdsz7Z4KWH9m14D8sqJ6xHEV6keBuojCkiJfCbwZfMW/85D9jfPGUfIDMjI0WTOX9dmYCeCMGJYcNXryTx+uPXb7kleZXqc0CgYABLVeWyGwEMe5avRaXIwPR3jKHe8d1050/u7cri/n9vf/iYg0iGhQU1d5MvWkyrIFBoK5+YO67bBYmZDxU8auPJebeMPXq+UPQ9p2/3Dr5UMT72UkgRGBiAMDQ5leIxHHQ4CTquBBKI8YJsJKaY03R0zHj1MW9vnuhUVDJ7d99uyC0i4GVysFMOsLQLCq9QrXH4N0f9k6Ft+FbAANGw6PkEYYJA4BvpwDjyMAilbgaPkXX1qMxj2noN+ihXDw8n7EQfd2uVqJzwPy8MX4N2RbruyZtfPa0dAj4WfalOjUCoEXqtaIOS2NyZGeAy+K0Bh0ipD4CM+P9ny7/vuzO7dnLGD289rkiHWRbvlliklFRMDaU7u7F6hLBgmi0WTkQgCI4Ghrrx/Yuvuybya+3+aG59HgfMc1mZ17jc8M+enNrJNleyM/GTt33PyRM95q49m8jFlo0kwE0gpyXfbfDB7DGLNJdm3DLMNv1YayPkvAmMZqx7Vjb7yy7ZNNO64ebVaoLVXyohEEzuxoRRWpeUwR5DmIgoASvQa3ku80+u7Ub98s2P3Fxxfigq1vdjDH4mSMKsTsB+nK5uIFBPjh9SXDYfvLelhtXQ1ACUQfRxfWCXjVBnh6FdD2adOXby3C00FTcCRYBQCYxWY9Yjcny6UPqKZjDS0iQlf/kYav1u+/9dHIWZOC3/65w2uD/S7Wd3SpiDUiQbJ4/5yZiQgymYwf2Kqr9o3B/j+M7TBk4brKwc0Kym2fBQsqrIW6Xa8eDU6OKoq8th+fT9/PUgrzVAejTtomHUi1VcmTWEnUC+iQlIVjWz5hO9r14n3rty3u4O2lSxaGo1Mva9JkK9i9Cw/p5sRbk5c8GYZ+XZGzbClrPPrE1C9P/rIh5O41BqU1mTO4VeRyY4xMsYKZ5SeCeR4nxGTEY8P5vVOup9y5BOCHB93eQa5HUl6y+xcnd8y5lRZjii0LAIyglCvwWn//m6snvBWw7NBFLG3dVwSAb00iOzu604XGnEzHu8M8f5kf+KVzVnHeqkJ1qTVjJjIpUBcjMSe9W9DNU00BRIEV3tfqPD1kDhYfMvYMT4pdFx5/C1CoKqzbimdlDBapmQHiKrM1czLcTY9naoPuQ7lMrp4knF2L5q9rx48pYntNbPpg4iXAjwHyr8u4vIQ0pp46l0Wri5TXW/jahUTdtk6/2JdUzdpC1SIRrT36sg6eM4x9GvYq07c/p3UK+xUT2BG2kZ7582UIADgbw0LPxqAHY+Rtiuvb725WwvtfnNj64a9Xj9oYBUHJC9LemmTxPgZkHMfaeDQtenPw5M0n3vrRc2yHIQtbpYBaLgziiGpJRAaYjhY/xmqvHBv2haOoWM9Wr2PWC/d81eWbM78sCo2NPpOUlZ1SWFqYWlSqTy0syE9NLM1NC0uMTPnp4vaPP9j3be+M87ttwnffY+vOV5Ju4IMUxtMt2JfhfpRz4TrbExncekfokc0hd0MZqazIMi05A+BmVw8+9b3hVc+91Ke+FzwcXcARAGbRlWQKRCTexsXYiK9WHtk4WhTzqXxOqsPYYr9cO+2QVpDdHQJfdenv6qH+bPy81wFg6ai+NX47knax+UMbAgC+9Jv/c/uGPvdknEXbiAKUcnmHe9nxviZr3alKw82qVjd7c0/63E5N/P1Q2AkT6VZ5ehHOdg7wqd8Izdy99C3cvdHQ0R1yTmbKCFLOTjIZpeaksiMRl1ZEF2tmQv6DeOSF/kSjxt9XZ7DsOeNgRyHvHGWB30WzD39f2+rnoz/Nu5IYHpyek5qWk1+cWqrTphbrClPTC7PSwjNiE7ecDvp8/4GSodZtrzjuqUa6Z/4shZmxikYMJWJvdBhEzoE/ylo3aPb5T9OW1Vvz/PxVXRq1SVLKFZL5K1m8fxy2KmvtK/3Hf/HOkBdXfoX5aLZ7Ezf+1zdZWZKfeC+9ADJP50q/GXp8H6LyS5y/N5sGtOrEjsecbTLpp4XzEnPSp93LSXEpKs4zjW1OZlq2QgREBoiC0s7B+aMujdp8dC9z6cYfzwZ+NoL8E/uWXKev7buy7lS7F1V5cZNjZ6LxGlMIy3k7Pzu899oJkMqaKiYCUWBOdo7U1LXhnWZuXmdGdRigk8lk0RxxPmfvhtrdSLnbIyk/s0dBSUFFKhqSKxGTds8qrbBb0NWkjAajJ6OozoUAY8j4dZVVqV5jX/2jvs07nyCim+nFDJ6OVEe9ESbvnUdEVLbm1JZ9l+Nv+QKC2dWBQ2p+JhJz0h1NRjQxy3baSMBrDHgp4WXq2fxndjMtdtvvN4IdK90FATCR2ahsqKNXi1wHK5sdft1HivXs7FMNvMHtQsx1+2PRV7x1BuOYjLx0BrnCpMQolBSZHIWfL+xbrBX4fdYyeRqGDKmzcwSY/w0F0D+kE02mcJZcmNDAdcvmWWeiw2YmF2Q1zszPsJA5TNPIzcQoQBRtVDb2c7s19Z17Kfbm5t3Xjwc+33XE8RWXptGQHttYb/qTSLe8b69lwNvAughiZ0rniFOPzOS+eWaz+MagSQHrzwZeyDq6+deU/Mz60gabRLx/CLwg6LJKCiMBwH3sXORFJ7OXF8vIh8Cwy0S6U1h7mp0QiTXNgaOFRYx/zHvOPTeNvh+4gX11cvvAxXs2LYvJSulfXFZkIjSTBVZ5FhmyijVLmVaD89EhcHFymxWTk9T5XGxY0ACHrmvOZy/kfnx1tfhaQF1ELwc0POENsGO3L8357eqxppArKq1vgWdebp7Us2m7fa89NXrVsPYDr+3BV1WuE5512+fTA9tmhybdXpCUncKIk5u28WVy7Lp2UtWiQZPRB3/DL6hNYDUP6LR188T8siJUPyDh5uR8EUCdpFuOm1qTi9/4zkOSF+1ez1A+JRKhSKtGqwbN+zLGAomouDohnI59i35s+Q27nhHVb/IPH/UylYkrjyTHHGzsqaN3y1/nDZyyza/70BPHsaHK71P1BfZf7v/563P3rr98My6CQaEyTVoKFc7fu+G24+rhHwCMlr06jwnBwXUS7zcAbs5qxy3pFS5uurq9wawta3bE5qYMTMhMMic4VdayZpWBAOh5Ay7dvQal0mYmL4hjvjix5ZsFT81Y8TEAlshATf84CfZ635tKjm5CNICJG8F2zaKK/tNjoQaG/hH45ARoyXCwYq26TGc0lACQXMokqeFxKojkAJCzfz1KlqxgPqQWGWMdGWMTGGNNfqVI1r852EGA8fWcqg4mFvBQ9yinIiO7hu8HbmMrjm5+anvIoU03k2P6F2tLTKRbkzZrsqhchfzSItzJSO7+btDXK26mRK98t/5q8bfWOyq+XGO5b+CxysZEBocjL04r1pZaJHljsLG2pe6NfQMXjX7xzWHtB17rsnEVx/Me5TuO6PHrCurUoF3crldXf+zfddh6G2s7YpVb/igoysGdtLi1NcUUi3ID4EUeIhOrrRgYnK0dFQ9Th++uDGcA0MDBpYrSADJ5p1gpVC51GRr3Wn7DACAkJnJzTEZ8ZUYQk7VP4zsPDp3Rd9S7ft2HnnD+akXl1Vl3km/fSt5K59Kv/OYumNBl8Hfe7o0IosAqJ28jdoUeGQwAbzw3/L7sxy0eQVs23haztbku3xzdd/hC/I2BCTnJoPLMwvcRX4k4QKaAQTDiUlyE66YL+z6et+uz1wGYSPcRDo1Ub6Uxresj+plZDADbNQtgjDVgjI1njPUMXT2D/fDsdXHJcPM+IxiBIJm6ksX7eDCKRj1jTLXv5qnRCbkZAdeSbrv0+vRFK7VeLbezsjf4b3iPdfD0uTu0Ta+TvYiWAcDXOZdhdDtL79Oiii4cEOiHgDqc14kAvcaaFNSdHY262HH9mcBtN1PuNisnL6rY0xFNBwiY+YhyuecUJzMvPxkIHEQm4npilHLm1mVvJhckbGzs3Cw55XcgggGjx9W2ehzCAGB/xBl7wfLkr8Cjc+PWJSM79t3U1bNz+vMzFdSi9x7I5ZnlWbnQD8Dg5A+5RSBDG/cNS55u22f03rDjjSoOmcgVOB0T5gwAW/d4cdMnpNWh/1kY8lXee7BA6efnh1fMITtFxqoSR8Uz1u3KUO4EcejW+YbgzN4KjAG8AWO6DkOb+o3mTe01ISdxnD0lOAfTb+ZCHT50DQtVsRR4zwNcK5vinWH7V/t6+rRPzc8YYNm4VxJvy0t0JZMcrKx33u853lx+nDHG6g//5rVjMVlJnYwCDyK5xQamqU0q6qWc3ogDI84ifRRDTFayiuO4ZWtObMt4b/i039nSpaCHJN/ydclM40n6n3IYWzQzjEVnJ04+HR3y0s3Ue537f/4SirSlKoVcIYz5dq6ua7OOBkcb2yVvDZp86JMDGzSMSbnaJOJ9DChkcpmno+uL435854ezd8O8izRlNb4TkhiJwLBjT60+vuWpyT99EDC0TZcxM937HBx4YwbhQCTmZC0jbxeIiyYE3fdey0K1SCtJcfvx9IGVp++ENmPmEWCS8kQwEXBzqIehbXsntPP0Odjc1avgTlYCFZQWzth983STzMIcEGRgxABzz49Mi7Nfsn/zEQC+89KcOFV2EbNkMkvj8mZq1NghX77uZjocYoK1lS18XL2uvdpn3L1ZAHb/bGAgYgFRvgjwjSrXJRkar2IAcOh807LBrR1PHb59cabeoK9wuUovysGluPCFT/l0Wv2oumJFeaKiAF/fWr8WZBEnmYOsxmLgATRQYdyGJkYxgKvkaLkc1krloU4eLeKVBAaUAvvOsBlbBuIZm7N4djQYsIK1NV9oYtcxeTdTEi+Ep94dkFWUa5ZNCBqdlmZtW2lb281XACh1c6XAtz9C4kfvsDk7Vrx9NeG2r1EUzYZjZcpfG6UKU/tPgJ219epujdvq8ksKFLcy4gdeiA3vcyc9HowTQVBUnPSLyUxyPX035IPI7KhoIrqHX4MRMPmCKfZEdanDHJPCwx70+ndDMFv7HP5nM4xdjA1t99u1EyGD17xim1WcV2OldQNwPBB5CVYK5f9+u3o4f1znodddbB2ccktqfleCRLwPhTK91vHjfesnqbVlpqUecXVYajKUajX47fIhHIm8fOCdoDXBcxpP+rBlF+9rPzgAU0c8eN+tXo+p9On+je4hcXH9NNqyimOwgAgZydG1eZu0Fc/NXTWsTe/vq3P2xfjrIxftXb/iWlJUF61RV+55DEEUsOd6sOf6MzunzR00adu1DBXtXKav9TG2XjnC6Yz6KqTnal8POsF4johSmLZxRfDrAN+oCl3SEqP6Dzc0+nDUaq969WfGZyeb64ZgFI04cvvi4zVGHaRb3XynRw+VxgCgUFM8x3vhSKXl9Rys7dDBs6VmeKcBVaz0LTPOYku1izh9uwZEpFu0d+2N5m5eyCrIBmSmihZEERFpMXa13bz7cUDrCKzu9Q67knRr6Iyfl0wr0ZYpKjJOw2SO92rWTj2j39gPZvf1+676NSIzY/oG7N/w/fGokPZqXeUBBlHgkZyf2fPrYzv7ALg3p+tGBNCu2jVmCsDMs9Ox+bVD8Gq/nAakKmxanNzyxUtbl8+OzUg0ndo0H5KoUcME6IwGhMZFutxIihleboVLkDTePwRBFKDWa0AyeZ0dicBMPq0cATI5itTF+P500JDPDm7afTYmtDNKwN780u2BU39CyruyMi3GhKfGOFTGHjBZfANadcnfPHtRh2Ften+/bN9KbkxbD/zwzgwCniccUFHf5l2Prpoy7/lBrbqFKjhFxdITABjB8UT0lZcYY1z3hno24Or4Wu9/M/kO+GquXCq5Et5O9WUAQNYPcMgPGAgA8HHzVFrJVSb/1goOI+gtSf2vwGPuoBsFwVBdo7C3ssWvIYd+I6KCxSWL7/v7YVN2AwAauXhy9la2VcxshUyh8O82fF5tk8Xw4cDYnqZYzr9eOTJSz+sbgqFi1SLjOHT0apE1puvAp8tJdz8DjWgHUgwdQl9t60vtPVpd3D37y26jOvS7qJBZ2FKcDNGp92Dg+Xd2R5z0Km1ld99n8O7flHA3n3X3cGu48/rJzZ8c2PhKbGaSqf/DnLKqNsWmQtKXgRd58KLkxysR72MPaK5yCDFTJDIIvMn6EwUwgQdE0aL3EfRGHXZfD2705YlfVn16cqtTj0a57FTo/TtjycU98uySvOkiX+l/ywQRrRo0xbIxr7/v69y28NCV3Vjy3Efi/qhMzPl6CwN2M4zRsxfqMTzVsFNiX5/2b7k71Es2HbM1lUit1SC1ILtVZGbcSADo1uu9qjeOCjSTg4xV3xNhDBArUmh8BHS9D/kGnC0fnIxBrLLMpIoTbk8gAsvtdmLVl8YEQj0bJxkALHdYft/LaJxXVXAQY6jy/AwMRoHXAdU2N4lARgFEYCV8aYPb6XEtUwtyKk4FAoCDtS0/tfeo7R8Of+WiqX6VGEtgx2+DGU8Fs/nTLjKxjIGIDDteWTW3kWvD1CrkyMBySgs77Ao7Zbedfq67+VgAlnEB7FxysNX3Z4LePhB+zq9UUyoDJwMzS0Yma0QARN5UPFEw9X3RlEaekXmTT4JEvH+e+WuEq70T+rfpkTep17On5g2eHDyxx8gTA9v2yq7v6GbqkBZkXaIpwaX48BGJWYnvqI0aq2E9TZ4JA9mMWgwfhl9fWW4s02tbVf1EROdGbYL7+nTevPLoJG5U7+fLZdMqY2tHoWlQLHrmtZCnmneMsbe2rWKOGATeIyQ+sjUAfIne1ZbwDzxlV8kg1x/i6LNcXsd6/gndb/EPqJxlan36h0uscBgPF7y+hi+zmdD23zjVyCgY2wu8oXJwchyaunlnzh86dUXl1w01isrZETquW84Rcbem9HpmT5UvcDKKSo/D0Fbdn2EsVlZrofz8EEABYIzR4Zu3+p+7F/ZuWl5aZa5AxgCRh41CiZ4+nXQjOw44/taQF4Jf6jf+ZN9WXW/7NGgC8DqTlc6kfTWJeP8siAK6NO1QPGfg858Nb9dr6HczAmasnbhg+qbpH7zUx6dDv1cHjA/o3qyj2fI17daA41BQUoCkvKwlc7Z/Uh8ABrEZ3FnaUuMoGREhKjNuTnJ+Zg1J45kO/SIAoHf6Xna/lfVnkbdMWrG1024msFLLzwxGAxKzUxz+lrqqc+D9P99o+SMWPWNgClN7l2kMDW2VVo0t648Asbmb93kiKr5Xcuy+t/K6vYkBwNz+zyfYWFlXtgMRckuLISdZx4slTrJa2yooCO3enEs0xFNWptHuiEqJMWu6lfkCm7l54+V+4zf4enh1XT3+7ZfW+r8/bfP0gBnPdh04rqm71wi/XqMK7t/+EqrYJ1IVPGhwCBjYpod6TKf+098ZMu0wEfEfo+qSm5XcXtGrSYczKw5vOhsSF0GM40wBXWVynIm5hjXPv/PunNyTCz7EOiN+YgT/mmECi7Vqb41BW3VUyRTQG0t3AMDQRnsAjK61iLb1bfFB+w4AgE6NW+T8do0zWhKeyETojfpyR4n/QpLifw1ZlzdDRlG+XG0wVJ3vGROKywrPA0BLh6fv225nNqSYfsNhexMXj2+j0xMqJAuRiTDwRsGd17Mak4XAKJlrgsa0np1PuDHDb/0CZ5A52DljgCigqXsjPN9t+Pj+46ceHkUuhs3mcPgWiNsRemCYi53jqR/PBtWTGlayeB+TdEU0dvUUOnq3Wjh/6PT9TZvKawi1mWEt8dydbeKoDv3Pf+H/7of17B1M4SPNNh5v0ONAxPkRX1+4LD87QQW8HF3rrXQGHeMFwSQ1lvMuEQ7EnMuEfW9aOXx0ncVUZ6srXttZ2RJXy+ikxzTOJPy1hjIv8kysFuGLAPCoeiq9LpT7MjSwcy1UyZWo4XpAgLw2uYcDbrXsBgAIvHp8VHah2RvD3IdlcgVeG/D8ms8nvL0vZFdXvn3e6hqcsSTYGi/0GHOjhbvXmJ5N2+dD2lyTiPexlgNyBRo4uF5d6//ebgBIShKq9NywsK7w6HYP9VI/x9DvV1Pf5p1Wz+k/SVvZ8UwjpVBT1LI5OauSZwThRVyrewQSVUmYCRAOhpzQoPQK+xC4/zk48xKPI05a7P2bVCzx/jLNI2xKsm4VFvPD9wAGwnxxDwAguyR/LCyzffAGPNdlIP4XvPbj6FhnbsWkJPGWy8IaF1/USgvsB+YPnX69dYPG+13snSXJQSLeP456Ng4Y0a53JhFl+10OrTECunW7Dr9AYMvzYKdeN3VIDyfnxUqlDSq2kzgZkvMy8WyH/mMajwHbjBl12T61DhgZuVbcN+B+pGseoAIgbXD8Cy1esvQcsKDPR1mdXFMozT3pEX4kAL3iTB0mOiMBILkF98rQpn7TS59O/pratigQzeWt0b2s2rUBvhpHRKTt1Kj1DXcHZwbp8JpEvH8UMo5DM3fvQgAIKu1ea08KqrZLbWtndcpGZV2FRPW8AcWa4o4AoCSwMFa77VGXTfLQo/fRjB0J/wL85c0pA9ubtZ4AILesyKIvMciVStiqbKI9Hd3FurobAIzcMQiT3zZJu/llJVdzSgvvSXqWRLx/GGq9riS7uOCSaR0Wdd/vlsdSnfn5tHtyjqsyYkTGUKItq9jw6ib1SQlPEGwKDpiM32raLIGgkqnkqtqiolngg9Lv8Sq/mQGAncpGLuc4mWQASMT7hyGIAl+gLikGAExrV3ckbwDl0QLcm3aWVQlqYjZbyrW6WQe7ShUr4cmwps0KVa7vCVbDvDZH9WDm/+6HAf7AIL/yn0kRciTifWwQs1aqKs2APyGlz8bR16VqlfBk9G5p5SUR75MIGUfwrucuTeASJEiQiPfvAi8KdCvtnlRHEiRIkIj374IgiojLTpEqQoIECRLx/l2QczK0924t1ZEECRIk4v07QdIWhAQJEiTi/asg7aFJkCBBIt6/37qVbFsJEiRIxPs32LkV59KJPRT7SnEQJEiQIBHvn2PlaowGEphYN7Em35AC2UqQ8AchSgaLRLy1Ib+sEHqjEdUzJfA8bzq5puH/tGxS/80+KA282jpA4H+gWkQGlOp1UrtLxFsT9ipbyGWyKrxrpVDZNK/v1QYAfivqwcTqyc4ezbYGAAjiP+YnUVHwM2f+gUmgjof+u+5PT8rEV23V5E+1FPBfDEEUasZgJ4KNUimRzH+VeBmDmFdWVOvU62zrwCvliirv2SitrJxs7LsDwOTe9yeQcuSsuaCtHg+VCLBVWesAQMbVPurtrWx01YNeEwDhTKj2UZ5RpVDqq5uXRASFjKt47kGDavIhLxjKGDGLOKrMHJvdMo3Qg6E26vU148EyKGUKzf34uERbWMIR1SAgOfdo97dWqGr9vlKuNAAoqqsJ3ezrqUFgVVN1ALwoGB7l/gq53GBqx6rtLJebs5fU0X9UckWZrJbPGBMf+v4VsX1rYXEruVLf3MXb+EhzIwFyTsZ3btT6odugZ/P2epVCWeXhOSLYKG1qpKU4tvp7LeG/Kd39d3KuMcDB2sZtYo+n/ZuefjlTYGLFpKOQyQ2ZRbm+Bp43ZYAo130NOtxKjfHecC5onI432DyMWVKiLVWtOb61SufVC0acjLr8yqK93wy3TN1tUTQWeO1EY61eX1XmEHgsWrPuxQYOLpopG6JUAAAgAElEQVSHMdJkHGfMyM/qyRGpqsooxUgtKXhj8e/rx1g+d8XvZDKWlJvmIk+KcTSCN1MGQW80wMgbumw4v/t5ndGgehirMjE/w/P3m2dqWEHphTkLFv++/gWBiVTzdwyF6lKb3TdO1Rj9JTp19/VndvnzoqB4CGvLcOpOSD8wVuUZNUY9rsRFDEovyrm6aN+3xhrtyCAuP7SxgSAKikq+ND2/j3ujITPOBtoaBF72QCuGSMgrLexVqlNXaWORiQhPueez9MAPF4wCL69JeISMohznlIKqyU4JxDWwd+3304W9OrVBp3yY+mdg4o9nAyvvTwAv8rgUe2vCon3fda5h7zNTl7eWK9iqY/+rcjFBFJGnLmq57vSOaSJjD8znwxgTyrSaVnZKawdYRuhjgK3SusnmS7+PK9VpbMq/rzfqVbuunfhPEu//2+mGm9UlSmRi22oDQ5QRGQhUfbXJOI4URkFUWOa9IiKoOLkgMFH/KHXFM9G6eph+lVwJGcfdRwcToTPWNG4UnOxRLF7GcSQzCIKSscocQgSCUi6HjJPdh7REGARjlfQCHHGQc5yRMWZ8hOcngTGr6vnDHvz8DHqjoUZQQZVMbhQf/v5MzsnkWt6grGnxKiC/z/MzxqAz6qvcnYggJ85AAM8e8v4ckVxgTMlXi22rkMmhkMnv2/563lgjvYNCJjMQI56BPWz9MxHMRhCr17/ivu1fbmjUYonzTGTGhwz2yGQcJzMKgtJygiUiKDi5wGoZRwywrlJXgoB+rbriwsIt/69N4f9XFu/SA99j2ZjXzQ1as6OKjHEiY1a19/w6BqNglAGwedyy6XnDA22V2mAUBetHulFtzwEGPW8EYHy0SzERBkFUAFD8tc9/n98J/CPd///Yu+qwqJov/M7dXRrpkpQSVFSwC8HAwha7E7u7sDFR/OwOsLFbsQuQFBGkO6Vzd+/8/lhAQFRAvu9nzfPsI8ju3bnnnvPOmXdO8FlBpRhdJOCj6Dv3Typ5/nwqFAPwwwQlXygAXyiowedq5/tr8vyLnxtX1A+oik4HK/xCkymlKKqqHRGR3pV+NiUWRFnzt4sm+i04XgcHwD0yoRR0ezlP3ynJEzf6pXiQv+P/von7+xR+XJ4/LEOGA4+IQEw4tXYAABAVrd8yhPO3Ad5OehoAgMUXnYZ6RAaOySvM5/41mr/j7/j1Bl8owLPgt5fcfNy7A8DWY8v/ugc/41h+/Qg29J6ADTf261/yfnTdNzakwRcB2yz79fWYMLRcH21KAcr+tYC/4+/4Ac/1C/ujbOXeKyHlDhVFNshSA1VtzzOTHYe01DOLnOqyHvtGrPgLvD/NJr04LPJJqI/MnoeuR677PR2cX1RQ+oCL2VOBoar2BwMV7VgBW+Z0moDmFRYgIC7UJic/R/QZloW0pExCe8Om/gJWyNRAoLTMtut78qUEhPCFgiIBKxAAAEMYhsfhiRFRnA0lol0JBUCqsI2jnzW5NjbOhBJ87iD3vfsp+VL6WbVqNA9KwRYJ+UUAZRnClIZHkeJLkkq3tRSUpWBBwVIWPA6Xx2W4vJp2ACt7L1W997IhuvQHbaskYpyUxCpUQkELhEI+BRUwhAGH+VJO5WRTTr4ULMuCgpZklHF5HC7viw8Vf381DvbAECLMKczX8Yh4ZyxkhdySu9FX0cxupmPql5ablUvI5502pZSNTkvQjEyLbySocCAoxuWhhV6DUy8WnxgNAOEpsdBX0fotgPeX345HfxKp554HrpbuHzwH5xfmA+VOzwlMNfTyjoxdbZ9TmB9cwC/kFqsVoYQVnHh+3e1VmH8xVlGqJKtI7K0GretYv9mlAn5RtYFXIOQTHq+IgM9QcKVpTkGuQEZckt/B0AJykrJ8AIJKwLITCzQmIqBNBPAAQB5EhyoFEJ2KlLUdMQCcsNQYBCdGIjk7nVGWkZcQsBRCBmDZXCLBSLE/uq4KRSsRWErBI8x3EYwvEBICFhzkEY6YLKUsh34V+CiQWZBdUF9Nj1romIJDOAXF98gCUALQJyE7WS4iOQ65RYUoEBYhn18AvkCA7IJc8CkLcQ4PEhwxcDkc8BgGGvIq0FfVgYKkLJHkir8E8BpAxaN88YSsFCY0OQbhqbFEXlJWjMNwmIrzJERIWFpEBEIxSgVCiImJ0W+KU1hAqFBI8sSkIAlCmR9a+QggLCQCLp9AyNLCIhR1b9RBIC8pVwSgJASAyWbzO3uHvzcLTooS+EUFI6sgBwWCIhQK+OALRYEgHIYBhyHgMlwwYMAQAk0lNRioakNJQg56KnW5rfTMAgjwqBLdFGfZIk5oaiwNToxBWm4GoyKrKMFS9qv3JiUmTpNzMgVOd08FekUGqtHilZRSyGooqN47P2Xrjuv+T2RLZCnG4bK3A140uur79FBkSox+WdstEvARGB8+bNKJNREHR6/aQAgpwm8yfguqITItvl3f3bOe+8UEf7HFEeNwBfO6juznOHDOzYqfc7i2f9naGwc3sFQoEgXLwq5Vt0P2loNmdzZplV8bc6OUNn8R7ttm2/1ThGFpVzlxyXbRGSnCqIxkRCVHg19YQHlcMXExDpdLAQhZli0SFBVSsBRgiJR0HaoiqwApMQmoyihAV1FdPCAiwDWxMOf96DZ9mB5m7dCmXpMUca6Yy7++rajl96bkpI9x836ocOHtPW59df0piemJCmGpcWx6XjZTKBBIFAgKSX5hPijLlqpq+Q7OtAxQEjAcjghgCCDGFeMrSskVyUnKEA05JShJyaKuooaYX0zICQ155bBOpi0ZW7MOn2TEpG4QQtL+41uv1vCL+2i77uZBPQUx6SGFQn6D98mR7Nvwd+ASjhiH4fCEYCkrAjcQ0MoCW8rnhRCAKXY6ORwO4TJcPgUtUpFRgKykFFRlFKCnrCkemBB+JiUnPXBEyx5MN7O2aKZtmiLBFa+Snp32vNV6juuWF6k56UyJ/96grn60pXGzvvtHrvCt+P6h+xZMfRDsuSM1J0OiohB1FNQS9JXr9nq86JjPhluHsbznxL/A+/8a94Neo6tpawBAdyd7jzsBL1qAw6nIE2FW5+HXnIct6VtirvMvbsf2QfPxOty/Xf9/Zj9PyPpUTDEI0dG0ZWQzXVPLHXYLYr713R4RgWhZr2Hp73n8Qow5toKRFZMmSblpUlaGzVZe8X1kJMGT6Pcq1Bd5pV44LRNXTr7c15V5KLSSnz9/vgzwsCI+WkFGHu2MzaEhq8w+/PB6//6xqzJt6rdZ9kNCdnAQvWqILJRS2O6ZxSRmphJdNUNuBwMTWzfPhz2UZORs38WHqYUnx4JlBSJ+j5ZhSWpJoWlZmZVFnWK5MQwDJVkFaMgpo7muKR4Fv3VqrW+Wb12/edJky0HOtQGq3/zc4mbAZlHX6ZjMJNzwe8ZMtRzEBsaHzVp82VlJUUJ21bNwH0TERwBcsTIy+qw99Cv3T2soO/o1PSsmPmQlpdFK3wx6ihoF1/2eHjVU18x6MeXUMsiBOt47jCU2E7H36XlMsxyMTbePLFx++Z8tpectlIV1g1a3+ll0HjPbamgqJjcDDn7uut3Fyf78qzA/u9zCCj6PkI+BLXvEdzJp0W661ZDIkKQoGKvp/gXe/+dYcGHHjm13js2tjMzv0cQy6/asf+TGO28kR2cupSOOroDLhA2glHK67ZoquBfwQuQhUxb1NfTRUNOos5v9VvfxJ1bj6Jg1lX7fZV939G/aCQDwNuqDxKKLO2QsjZuZP/zwppOytPyS+0FvkJ2bKQJaSks9cFI5GfsdA6imhbPCUktf0mfCI8d+czv9F88gLCUGBirapb87ubtI7n1wVnqCZf+mbj6PbHIKcrsnZKaapWdniG5O5Mx/eaDyg0pMqwwsFeRWIjsOF6AUdaRkcq/O2zHaul5rt39FYKutsLLRAKyzmwUAGHV0hbyRmk6L7ILcBc9C3nZ9GxVE+AK+aE4MB6SMnGi1ALTm7yVf1VUKCFkRI8ThAiyLzo1aeTyYc6gNIYQ96XUFo5v3w4or/5D1/WbQoQcWX7ro/WCAoDiGWUpcArZNOq627zx8/fKzHuzLZZNBpjcE9gaCUipvurLf4+Ck6CYVeWmGELQxaLz68OjV20w19PP+erz/h7H66j9Y03cGtt47Ybv59tHrqTmZFUBXCG1FjVynIQtaDmpu855SICY9ATqKopCzEUeW3nN5ebMLGIaAUkiJS6KdQeO19+YeWEsIqTQ1cuWVPVjXbzoAIDAhrN66awcN8viFNgmZycMiUuO1UrM/AcJi4y1zsPc1g/m6V1tD4C35HCuEqZYB9o9c2qyjUSvvf/M5PP3oDUsjixLvVmr+he3qESkxjWMyUtpn5+cOScxM08rMy/rsaZZx/X7kHlGNRawmgCTJE0sb3aHH2APD1tyobZkNOLgAbpO3AQDW3zykf9brTiMZcenFqdnpbUPjwkQLNsMBCPmm/lRnIfqWrtV0ESs7OAyD6Z3tTjgPXjpW5MnrA5vDMeXUOhwYtRJdnexj7we+0gQhgFBADTXqEbO6+taXp+96PMllDw6NmI7r1w+gd+8pcPN+2H6qy4arSRmpiuXOalgh1VBQI/aWg+au7mO/c8PNw1je69elHH6tOF5KseHwMqzpOwOeEb6m/zw8szE1O+MLekFSXIptZdB4xqDmNu+PvbgCQgAdRQ1QSpnhh5ZOveD5oB0YhgAAwzDQU657Z8eIxc6EEOHxl1fLXc5oeW8AwLp+0/E05K32iMPLZsw7t93lTeS7Ozf8nyz0DPMXgS5hQLg8kGKDKVFwWgmoVlT+6oJu2WoPpMLvYFmYaRmkDDwyOyA9+99xDN7FhwIALI0sQCnlOt450nnwwUVbb/o/dQ2ID7vsFe4/PzghQiszP7sYSBhULABUVc+NVHKP9Cuyra3BYTjS+UX8RgDgE/u+di46WQPLrx2A2+RtoJQy3XZNH33h7X3X5Kz0q69DvNuGJkZSwhMD4XBLdaim90iroWsV5VyT7xOyLM68uTtk+XXnUQCwvNU8AMCBUStBKSXWJs37G6rppBXvKkhofDjeJ0RePvzqQqNDI6Zjx/1T6G07GWtdHckAi87P+zTpuFBTUQ1gyxziMRySkJ6E3e6uy8963O2xvNdEjN+/WsSIUYe/Hu+/irtPzoJ0HApKKTptm3j+VXiAXUHZVFRKIS0uiY7GzS5NsOw/eqB5lzwAGDRvPC7uOIrFl5zauHk/uhyWEqPGUgoCAl1l9XQr4+YWx8eti5xx1hH/DF0CALjm9wR9mnT87KnsnTsvIC7UTsCyrSOSokTbZIaptQWlNGaJkK/ydlUCLKEAm4bMudixvsWItsctilDLOml/aj32jxLFU7r5unfZ/fDMmLj0pC5xGSnqufk5otlWIhdSBa//m8BcQgmUcrYVydMyHnU1ydiKXp60mAQ6NWj+6Nq03TaEEMGPyswrMhDN9URnAic8bjTedvvEotTs9BEJGSnF0yU/yMl+Q68oWxzDjsqlXRJDS0rkVjNI4DAcNNLSjxjdrmef+Z3Gvdv16CRmW48WRTQAZPTR5fb337/Zk5ieTMDhACyLJrom3r4rz7UnhORjhCHgEgr0lARu5WPUkeV7z3vem1ooLKJlA+SoUIgWBo0TPJadrkcIKXTJOUtGyAz95ZIOf6lwMtJxKADA7sCCGQHxYQMLBBVqblAKTXkVvz5NO64vAd1Dry9jUuv+ePbRR2/55d2bPiZHq5UqCyG0jUGTCcfHrYvs62xfCroASkF37Y2DPXY9cJl7P+iNVV5hPk/ICkE43BpgK/uZiijhYjlccDgcyEpKo5BfBAYEefwCgM8v/jsHhOGACvgiro9hvmkWlBXCWLMe0nMzD7TRNefXNujOObcVO4csBKWUGXJw8aFZro79UnMyFAuKCku8kioDRcnPXywqIr6VgmEIWLaYe+WhjrQslGTkIcbhQYIrBh6Hg0IBH0UCAVgqRL6gENn5+cgtyoMgP090YS6v+HqsaDEgTCnIVQTbspabW1QAv5iPqpff328AwP9H5VYCuptuHemz2m3PpoTM1AaF/KLSBaKmfD+tCLJCAQWHQyAUAlweFGXkUVdeGZryKuAxXHCLd2R8fhFYlgWfCvEpLwtp2RnIFxQhLTsDAkFhMbfM/Zx0RDjF8iNfnaNQKMD7uIh69wLerI/Jip6kXUcn5XaEL3qIvHdKKd1vs9O+eZFQMP5TTgbAMAiKD7ew3T3jDIB+Y2xGkBMua+j5Dbcw+JY1eje2XJaandHgtu+jjuCJfb5fDgdeUe81Om2fdJ1SakcIyfwVqYZfBniPX3TC2EFzMeHEKvMXoX6LU7PTmXKKQCk0FFQLujZss8++4+DScJVJrfuDUsrr6Tx9iHd0UMfSY2Z+EWb2HP/cafCCywBw9WMUACA4KQr1i09MZ53ZfGDXg9MTP+VmlboCpBoHQp8rTVFoK6mjrYE53zsmaMfwlj2kTDX0o1+G+V11vnUkjScrTwQCIXIyU1nn8WuNjVS0h31ICMebqEB67vVtwaCW3Rb4x4UhPCUWAkFRGc+OKW+cLAttRbVUFmwoIaT2vIA+ylg4YS229p2GFVf2WLZ1HPPgdbg/g+IYWVIND5N8zZMv9spkJKXQ2qAxScxMc22iZZxsVb856qlofeqyZex+DTllYR0JaSLFE4cYj4f8okIU8IsgpCzYAkpiPe6xd4++HJpfWGj4MTWa3PJ7RimBvnodpb5hSTGISItHamYKQBjQkkiKYu6ZVFgkpcWlGobERff+UeB9HPIWVsbNsO/J+cG7H545F5kaB0KYGsvsy8VWBI4qdRTR1qgpSc3O2DOoWVd+w7oG2X6xwWf3uJ+LV6+jzBHj8CDGEwNhCIoKCyFghShiRRUy8wsLkJaXxZ6csL69sqx8N5/oD/znob4FqjIKI/KKCrTDU2LxMSkKn/KyRaD8eXtWag+EEPAFfPhGB/fddPPUS0qpEyGEDwCjjywDIYTGZaU69HSa2iwrP6eJgBWiSCjAs4++NoP3L5h5Ysya3YeeXcJgc2scee6GwS26ZYw/vnpqU/1GT30j3yujjLNDKcWbiHcdOmwdNx6A05rr+7G6t/1fqqHWh4PoddTrvuqFl1eP3/Z70qOidyUrIQUr42YXrs/cPZhSUQbwnTnt0H3nC9jssm+akJ7qExAdDHA4gFCA/s1tcHnaDrLo0k5sGTgHS9x2w3HATABAWGpshxGHlu18HepjUZkXV8VDGqqloErkpWQvNdc3PX589PpKD2o+pETBREUE9CHJ0TBW1fnqBW8EPjd2D/IYHpkar/8xMbJvVFqCdE5BHqEEhFJKZCQk0aep5VqX8Y4bCSGFPyr2pZd3Y1P/mSiR56gjy++e8bhrIxDyK/V+ynqx9Cs0STlPlxBQSllpcUmhpZH5Ww6Hc/j6dOebhJDEry1kZErzciFIAIDx9YGjwaXz/NYITAxfvPuhK+95qI9cPSXNoW+jguomZaaxQsoyRPRhQlkWOsoa6NygxZpjo9c54ACAKdWX35S5XXHA6T7OeN7ts/n20au+kYFAhd1SjQ8ZCYGkmDhtb9gkpZ95p9u9Grdfr6ugGVrxfdHp8dBRqPvd631IjISJut63nAjGMzpw7XnPe7kfk2N0xDjcAUEJ4UphybEoFBYRylIQQhhWwEfXxu1grK5lvmfoSl84NAAc3uOq/xP0bdwR664dbLDx7tG7+UUFWiVnEo00DXM3Dpw1rU8Tq5MAEJeRDMfBKth9j8DWeVr/D4nRbqFJ0eUpLMrCUFUnd07XEdNmWA87CQCBCaFoqGH4F3hra+y464o5Nr3JdNddi1zf3HbMzMspf0JOCPSV6/qFbrhhRQjJAICnH31gaWSOGZd2KQdGBAQ8evdSHTwxgBVCR1kTJyeub2Vl1NwDAC6+vY9BzbqCUooFl3Z0vffu9b2A6A/4Ii74e8ZCKSTFJSAnKZPUt6nVfceB09crSCoG14YMDjx3w5T2Ayoag+l299OdvSOCbEKSIltyuZy0ro1ajlrXa6a3e8hrdDJuXaPv8o8JRmPt+gCAuMxksTlnt7eKTI275RkRIFMhFfur3G1lBz0lVIIYTww8hlvYVMc4U0VWbtPlqbvuEEI+lHKisYFortWwdpVosj7ogbBKgZlSqm7zz4wusox4V8LhdLzkcZvRVdWqa6iuteLhnMOONaJlLmzDTrsFsDkwXyEzLfnTm49vKeGKEfoDYAtKweFwwGO42bZNOyQMa9l9wUDzrtdL/uwZFwb7NQZ4e/A/PHehtP6byIDOK6/ulVCUqtMrKTvd6OkHD7HZNiMytJXVzOdZjykNyh12cAnOTHbE8qv/rHG+77oiuzCXAQgYQqCvonlr08A5U+wsusQCQI9bRrjd8yMopWKdt03a+iYiYFYuv6CcdhEQqMsp3p7RafCU5T2nxPz1eGvT2b2+Fw69p2H9zYMdtt49cSUzN7t8mAmlqCMpk7bCdmLfRd3GvXh8axeseswq8aYku+2c6nzP/9lEEd/HQkpcCvYdBy7cMXjhtkchnrjq9wQ77RaAUqowzXXT2EveD7YmZ6RwvsVXVmo4rBAK0nIF7YyaPjgxfu1mJWnF5wBw5MUlTGg3sNblEpUWB10lzYpGYAggjhBSK1l3t9891zjreXeZe5DHjJi0eBHP/B2gxTcWJRACtTqKrIm6XsCYtrbnx7cbsLHkz4mZKVCXU/lvlctOC/R8zJcRF5TiYYjH6Eu+9732DVlR7bCGhMw0aMgpISorqU5vpxlv/CPfm4DLqzngFnt4kmKSMFCpGzG+Y79V8zqNOQ0AJ59dJ6MfLqZweP/fyu68HeiA8yDcSheyOg+C33R7Fu11Za3NjHJFgKefWEv2jFlFxx1f5e7y+pZ1kZAPUEoVpOVJr8YdXNcOmDhRX6Fevt15O8xR6o92nYfDNyFMZ8zBJS7+caHtyxWKp5TKSkqTziYtXed3Hz2hg4HFL9NR8+cOJ9tqA4fe00AplX7+0ed6Znb6F6ArIyGFIc1tdi3qNu7FmKNLiFXP2dh4+zABgIkn1th7RLybCA6XglLISEqjma6pS0purjMAvIuPwE67BQCARZd2LngQ9HpHcmYa53uHRCVeSynxywqprrImOjVssezGzH96K0krPnf1uEkA/CugC6Ac6L6I9Cvx/EMJIflxWUk1tyc/Udueq75PTA49u3z1VsDzGTGpcZWCbmVhc5UCi1AIWUlpWBqZh/dtbDnv8YIj1iWg6/JGxMD856ALABdiKwVdQgi61G91ct+QFe8XXNgFHKjeZTXklEAp5Sw4u32Pf+xHE3BrVke+VL8ohYyENNoYmAVtHTh3wLxOY067PH8OOACjO/T+70EXAAZf+BJ0HRqC8ikIIVldTVpfWGszgw+Hck1gsEdHFCJ2dMyaAc10Td5AKAQIQ9Jz0nHN7/GgLbdcRgCALizRrtMwbLq4A001DKIHmlvNM1LVzqrIt2Tn5eBO4KtBri9v2QPA8D3zPi/0fz3emri6DpimJSB7J66ntrtnXrnh97TvF7yigI/hbXs/dZm4qRchJAcAmv2zkbydsYxe9nUfMvbISufM/BzVkjRRA1Vt//7mHQZsG7Q4rO+uTbg6eykopWTY4aUDHga9OZKS9UnuWye3X/XoWBbzu4/y3263sAnNpSBLjIDdofjVxr2g17AxbY2QjET9sQcWX/WPCWmUk58jiqyo6UWFAhhr6sNQRWvjrM7DLnVv2MEbAA4/u4iJHQbhdx1HXlxrtdRt583krE9K1eF0K0tgIAQwUNHyn9t1xMTpVsM8f3XZpL2+CqXWfbH1/nGTCx73fTzC/CTA4QJCAUy0jAqGtrRp4mA7NSQyLR56SnUx1nk6OT5rD110yWnawScX92SUhC2W0TFTTUO0129qcmicQ3DXvGxyX0r2p0ben9bjPWJlTPZOXE+numyY9+yjT98vlgh+ETqYNP9kZdxsDCEkJyAuFDkF2Xg7YxmllEosdXNemVWQq1pS6rGeUl2Mb9v36LZBi8MA4OrspQCAzrtnqoUmx5aCbsXkhLJgS79CMRjV1YUAdDalFGQu+SVBFwBsTFuDUqpj5zzrkVfE+0Y5BXnAD4KulrJG6gzrIQtvztzj0L1hB2/nx2cAK/y2oPsiTLT7cPO5Pza3MF+pql5tZQkMJd6usow831zH+EgJ6L6O8P2lZaTUui90U2OxsOvYD8oyCn1lpGSzQUUpyB/iwyVu+D2/Tyk10FMSHQoen7WHAsCWgXP3Dm7R/RAqlI8Eh4ughHC8jPC7RynV/9lB96cFXv+4UEywGk6ffPDsdOntgwWZFVc4VkhNtOtDRkLGdnJHu8j9Ty7ATNMQMhKyoJTKDTmw0C06LaFhifS5PDG+oozCluW9Ju0CgNln78HV6y6mnnHkaddRuuoV7i9HCPlmbOdXPWAKSHEl8CL0bTwhBDj4axrDxJNrCQCMOrrijV9MiE7RVyIXqg66QhjVrZdmqKrVaab18J2EEP7Bpxcwy2oY8Pi3dXTRzqAJKKXmCekpVl8Ue6mMRvgOTUMIgbyU7Pu9o5feBoAlbk5oXa/pry0kShGlLApquDxr51PbJpaHZSVlS88BvKOCdDptn+QIAJvuHCGgFE/dRUXRDoxcYd/XvFMgKjaGJQyCEiN1mq8fugUAlro5/9TnVz8d8G6+cwyNNQ1BKVVdfGnnhvS8LI2KDKuEmCTRkFNycJm48S0A2He0K+V07PbP7+ce7NUhr1DEszOEoKmWcYzXcpfSalPTO5lgePNu0FfW7Hnq5bWWYJhvK39lulMqQQYBcaGY3H7Q8vjMxC9aoLt63PypbWDfk4sAgMOjV9EZZzYfO+txR7WyVN3qvEBZ6KtrJTXR1u/9eMGxgFuvRHVeJ1va4U8YY4+tahSfkaIFSitNef4e2JbVOTkpGXQ2beGlIqnykVIKxwFzf30BFS/oz2emZmEAACAASURBVMN9IU64BdOthzk30TZ+RorPb1jK4nmo70DnR67HlnafQEEI1Mzal7pdMRkprTqYtgIqNA9lKYVfbOiAdTcOHts0YBYFAM+od3+B93tj7c0DWNx9HACg+87p0z8kRbfmCypkbLIsLI2afljdZ8plRWm5os23z5Y+zI23jlgExIcvTc1KkykubA45KZnM3hZd2hFC4gKKawwYq+qAUkqu+bpvYb/R+bVKBUMIAcsvguub26OfhviMpZRyAODU62tSrh43ecNb9vp5DWBRO0ztKNryH3h2cZnrm1sjBKyQqXhYVp0XAYG+qlZKXwur0Ren7Ho1ZN9K9DpD8KcMSqlCWm5Gv4y8bJmymWlfq9vx1euU7KIZTsrIVj3PAABZ83vJsb1+U+x+dA4dDJtGjm3dc4ORqlZciQPFFwrI0ovOPZdf+aclANQvjnUnU5rj7XKXPEtji37qCmpftOgSsEKy7tahnlNd17cEgBa6jf4C7/fGql6iKPWll537JWSlrMzISf8iXldTUT1FVkLG3sq4hf+dd9OxuIcojfiM522Zx8Gea8JSYuqXlHpUkpHDNKuhW1f3HJ/Yc/csmNX9HFztF/exd0BsqPG3ShNWueoVl4fHAS/ptnun9g88OH+e453DFpoKquay4lJ1AOBh8Juf8uFv7ySS946HLhZb75yYlJ6XVa3j94peHAGgUkdeaNei6x6nQYvvTTqxAeeS1gG7/xjcxavIQJW03CztgqL8r+pQVSuAMYRAV0k9q51BMw8AqO0U8J9hzLQegsUXd5CJlnZ3zbRMVirJKpRyCIVCvurdwJdn7gS9MAKAtTcOAAffghBCV9tOvmNdv/kOSTHJL8CXFbKqLz/6nnH1uGUMAIsv7fwLvN8b44+vlbv77uUy/5hgUjHLh0OYQnPt+s4Xp25/AQDdG+3Bqqt7AQAPAl/PeBcfZivgF1EAlMPhoUfjDrc29Ju+YZ7rRnJrZrm61rjq98QsIzu9xgVVKgIPEZMgXmH+uBfwasslb/fzq6/us478lGhMKWU612/10z34Gx9eYn730Xj4wVPh7rsXGxKz0vRK0nZJFe6/0tRfQmBZ38Jrc/+5awDgkO++3xIsvjUefnjNpuSkCysrDVpt42Q4aFWvEZ8Qkh2VFvvbymzzoHkUAC5O2eJipmm0p0RmAoEAPlEf9DZeP7wiNiNJcZWtyFFY7X4GYjzxwsa69TdZ6Jg8lhKXKhc+JmAFCIgL09t5//TygPhQxc0D52DOZPO/wFtxODg4YPqjXQCA9Px0x4/J0S2+6O1IKW1r0Pj1jVn/rCeECO5/yAKlRVjbdxq23j3R+lGw56b4tASA4RAI+KSFXgP/4a16jAOAHakJXzgX4Skxgu+B7tdKElbG04kKeHCRU5AHz/B3Bt7Rwet23nc5Z7Sij/Os85vLHeHvf37+/y5zW5O2oJSSk29u9PeLDu6ek5ddadGWr93/F/dOKTQVlDHRsu9EAHgY8hJw+n3B4msjKz+HCFkh+dauqao7KUoplRIXDwIAXSWt31puAfGhIIQUPV5waF4/i04fUXy4KxQKmODE6NHjjq3uVywUrOk0DNOPr8bSbuNTBzXvskxTXiWBVOizyLJCJiItYfSM0xv7AcDOgz5/gbfiGLZwCvZYz8bii049HgS+sc8Wdfz9jIosC3MdEzLV0q4fAAzYPwddTeqAEDFQSg1Ov755OTw5BiWxgNqq2lm6SnWn9GzYPvm0x01g1pd73f7mnSRBON/0ZGtU97W4zF5uYT7CkmO0I1Lj7I88vXJAb0l3n2GHFjtlCrKM7NsPLn37o8j/X1jmkiu762bkZu1OTE8qTZD4Vu3b7w0JHm9XNxPLd/tun0Nn47b4E4earBIV43yfsSFVWewJSH5RYV0AOON75beWm1ldQwzYPx8AMLRl9y7aKloREAoAhkFSZgqCEiKcT7660YMWY9aelHAAwNwuo16NamO7QUpMvHzWGmGQkpmGj8nRzoefXelJKf2pCPKfAnjrS2tAyNLGl73dr4lAlynnH0iLS2KgRZcew1r3zJh4cgXc7Hdi9JHlAADrbRM2+8d9VC/hdVXkVdDP3Prg2UmOvgAw8iuHW30bd1zbwdgcEPAp+YonW91BKv5GCIQsy8ktzFeM/pTc9OLbBzMMFvb2HXVs+Ztdj11aAYC1XgvR26f9t5lbgXGhPDUZhSV3372UKsnU+6EC41SIy1OdUgBgavwq/KnDQtcEcpKy1e4qX9liz7IsHgV71QGAYU37/fayc7PfDgAY0swmevPAOYv1VLVExdAZBrHpSdLrbx3cSAhhl7g5AwtP4YrvQwDAKtspe4Y063b1C7KXYRCfmSq98fbhTYQQuuDC9r/ACwB0xWdlarpm4LaQ5GjuF0W0BQIs6Tnh2QrbSXc23TqCw6PXAwBOTtiAqafX2z8N9e1bkr/N5fAgLyl9sq95RwdCSEFCVkrlXzyzBwghbI8mljY6qtqEUhY/GkJFvkJPlBoUZSEQCrlpOZlSp15cb7n84j+vm6wZFOF458i+IYfm1FnVzYFTdlU+//bOvyp7l7d3uS8i/LsX5OeU65pRo/sWCtCzSQeYadbfQCkFJgT/scBrbdQcRuo6hOFwqqUrlXm8LKVIzc5UexXp3fePESCloG/vY8OtAxf1VbTHiotJkBI3ICQmtOnss1u8HAeIetWpy6kCAMYeXYmj49YM7d2kY3ZlqcLh8eGNp7ts9NpmJ/Kon4f6/MHAu7oZyHrR9mnp5V1HAxMiulbGuTbWNfVYaTvZ0vH2USztOQG3h4p6fO19etHikvfDDSzLckv8VCM1nXiHftPPdqnfOneqy3po1PmKF7n7Npwfn8OybuPu925q1U9bSZMVeRn0m6FSQPVCqyrj9mjxNiinMA9+0SF6S85tt/+QGJ8Z9SnhzhnP272GHJhXh1JKBjfrDgA44XG1duXuIPrHvK5RuydBHobgcPAj4WO02LNort/gHACsWUPwhw9SUFQAlrLf1Idv6VPZv+cU5jMHnl6S/nOkR0CadUWgwxU612bk7QHNOnmWZqrxxLD74Zlm9i7rZgNA63pmAKU4Pn4dAODa9F3NjVW180U1g8sMnhj2PjnfbN3Ng9sAoL2h+R8IvMUr0mZFG9E24erebvseXRjIVlypWCH0lTULF3Qbu4JSSpb0GA/HO8fQ46w3bnnflD727PKBzPwcxZK3K0rLF7Wq12jjiBY9bq+8tpfsG7Him9OYZTUEALBn2JKrnU1bjGikaZgrwZP4YrdSmbF8l5urEj9a3CKHKwa/iCCceHaly4LzO64nZWdcHXJokd1Jj2vqADCmZd9aTRGNnyvqw+YR/X5Oanryj3f6ZVnoq2hjWMteq4Dy3eD/0JElYNlkbnFEDvkKjVCVGF4AkOCKyUsw4n0A4Emwxx8jxJXXTqO3WcdkwvKHNdA0/Mgpk1xx3ffZTmf3M/0AYImrqMBd68w0QggJnddtzCRVOWVUBF/KUux1Pzff6cGpfgAw79zWPwx4CcGwIG8snr0J+x+5al33e+KUW1RQp6Ixy0nLoY1h4zWjWvd6RAih9z+8xpLu40ApFd//4u6GoITw5oXFaYOEEFgaW1w7NnbtfgBY12dalRg2hxuislPHx649O8168LBmeqZ3lWQVPrfm+QqwVvy/7/Gj3y0HyOEAHC7i05Px+IOX1eMPXud23nM9Nfzw4gmUUtXW9Zpi9lnHWnEl68pJgVKq5Bv9oRcYTo1z2sveu4K0zENTK/2wuOzEPxpxiyubJeXxC31UZBRK+o2VA9uK+vK9h5pVkIsnIW81KKVyHeu3/GNkubb3SBElNmlbRJcGrTfIS8lmlOBHXHoSnO6fdrzi497QccRy7HB3xWs5Jbrz7gnYd7Rz6dag9SZVORVRC6kyuJOQmQrnh2ccr/m4N9wxZCEO3zn6f6ti9p8Db2xUIM6YWoBSWudGwMsNQYkRpnwBv5xHLCMpjUZ19a93Mm2zmxAi6BAdhK4mrUEpZRa77bR7Gx1kn1OQK4ogEPDRVr9xqOvkTdMIIcI34QFV33XbTsH9IFFyw7SOg68v7DFu2Kg2tgst67eIlhATBwSi3mdf81aqeghVpZoPxVt2EAbJWWnwiQ7u4h7kuafVphEXNtw8OHPX0CUUAOac2/zDAHzc63aPp8HeAIdDqgqyFef6mTYh4HJI5MDZMxlNWfU/m2Nw6gwAaG/SPJDL4aZXfPLVPbSkAIRCIYoEAtMTry5b/VGyJEB4ShwIIazz0MUnmmjV38HlcAQlf4xNT6q/84HLDkqp4rxOw/HwgwfmdBsDALBp3G6Tha7JIx5PnJQDVkIQm55cf7voc0oTu49H7Lvnfwbwauk2BKWUu/TyrpFvo4JGFxQVlE9iIAQy4pIf+ptbL53Qtk8OADzTMRX9aWoTmQte9xfFZ6SKgzCAUECb1muIFvoNO0lxJVIc7xxFK32zas2nq6kouWH2+a3oZ9Yx3cluwc6W9RpaTbcaMr+3RacURRk5UH7hNymIqnqGwNeLhpc7dCnuB5aYmSbuEx1i6fTA1bHlpuH3znrettg5ZDEFgAdBL6s/mfOiWgnRKXFrCovyIUrw/RJcvxW7WxnVYKiiy7TSbfLHcwyY5w4AWGEz7rWyrEIEl8Orlctm5ueoHHp22QAADjy78MeIU19FE9PPbAIAPJx3YH2jugZ3QUX1fPkCPryjP9gMPrhwEaWU19nk825gVEvb7N6NLZeaqOuFV7RbUV+4DzZDDy5aSCnlaZl1+EOoBgBN1w5Wuuj1YG5CZuoXHKOCdB3hou7jLi/oNi6wZLWa7rIBx1/e4Nm3H3wvIinKjELU6ltGSoZ0Mm05YufgRTHTj6/Bku7jazynXYMXIjYzGYQQwTa7+RFr+k5z1pJXq9etUdsW46wGv9NW0hCBbxUB+FtJF9+iKip6k3yhAKk5GVJeER+6znDddG+6y7oVlFKJLqZtsfX+kepthe1EiRuvQ/3UyyZLkAqUSLVCyigLQzVdtDZqir+jmDkiJLphXYNHEjzx77aG/x7dQAhBalYaZCVk5j4J9Wo+pYMdNt89/MfIcs+wpRh6aAkIIdRn5bllFnoNCSgLEIKs/Gz4RocsHrB3XgcAsD+9Htf9H4sww3romy6mLTdrKaoXVvR6M/Nz4BUVNM9214x2ALDy0X8vz/8OeCdPBgBsvXNcwkK7wcXQhAjDilEMDGFYTTmlQ/O6jlq27dq+Uk94z4jluBf4rPexF1dbfU4jpuhgZHEoOy/nvNPD09gzdvWPe+PF4SkAICMuKZCQkMg9M9HR69jYNWZvlp3U79a4/TRz3QY5HA4jIITQb6XP0q94tKQGVAUgOlRIzc5UcvW8t27wofn7jry8IL+w6wTEZVSdVyWidkiNXof5MYQwlR76VF+DOPCI8sdFn7t/EbfMWNPb3l1aTCKjprujss8GhINnId5a667vH/QszFNycbeJf5Qsz05yxBRXCkKI/5i2vZspSssVl5Bk8DE+DOl5Wafnnd9Wb//IFQAVQdq2u1fhNGTRQYYwa3lcXmFFHiMsIYJXIOS7Lr60q94664l4EPTq9wTehTbaom3up/hxZz3vtK9YhwGUorGmQXKAg9t6AMjpnYR5p3cAAJ6EvO3lHR18qbCogJZsjxtqGgUKKF12aIyDYG7nkf/KnJ2K2wK5+TxAXTm1iLuz9u7zWXlW1mHAjLZDm3e7ra+q9UlaTILP43CLSXr6VQP6mpFV60UI0nOy6CWvR2MveD3c9STEQ1pTvnq8aq6gsK0YV4xDf3QuJfdFgIRPqSQkLvov2haPF8lBMFDRutXepHkol+FUOf4bX/mZEILc/FyanJWx+HXYu2GUUnLw5bk/Sqb7hxF0mROA2Z2Ge28aOOc8ine94PLw+MMbDTdv93EXvB5I9W5iCQBY0E0U+hy1+c7+hhr6PqSiFXJ5ePj+lYab94NxN/2fSHUxbVNKxf02wGvrPANbB63EYrfdTR4He+/NL8yl5bxdVgi1OopFK3pPHk8IifPwC0aDxx2wY+Q8pOZlyNmfXr/pQ1yoqA6DqCJ/1kCLzhvvzd6b/l/Mf4B5l9Kf7c9uxAqb8Z5nJjv2Cl1/vdOEDv22NtQ0eKGlqJ4mJykLyrKiF/CvvEAIYYUCGhAbNjo4OaongGoVoknNyRBkF+SW87h/aD4gyOXn04yCrL+IWzzaqYrOJBQkZHYTQPitWN7KYncrlTOHS/zD3+FFqK/TGe8bKpPbDkFCZvIfI1NCgPZOl3Dw+jVMsRw4pKeZ5VUJMYliz5dD0/OyVr4K91sJAO3tbAgAxH7qRwghn4a27GKjq6SRUrF+LwihqdkZKx+HvF0KALP4Fr8J8Do4gPIzcGPWP6CUMu7vX10JiA4COGW65FGWKtdRQuf6zRcOsuh629HtOBYlrMdg686glJKRh5btCUqIMBN5yBRyUrJopGnkvLbvNFdCiPBj8n/rae0fugxRnxJKtu5+zkOXLPdecdZqZudh9gaq2psaaRv76alqiYo0/wuhKgQAYTgkLiUe7kFvFgJA6LT4Kn8+8lMC2BoeFFbmIYNloaOo0eS13xPqF/cef8fncWjUymsNtQxjIRRUufbFNzVGTAJXfZ/UuRfw2plSqqBRhhr7E4YDccDk3n1AKcU06yGLjdV03pUYYmZuBr3h/2TJwktOvZ9fuEf3PTkLLcUr1HztNCzpMTl7Qod+sw3V9QBh2RAzhqTnZMDt7cMV624e7O08Yim2n9/2n4SY/evAS3jyoJRKddw67qhX1Hu9LzuuEtJAXe+s65StzvaHVmHJgLEwzzQjAGC3f8GUV2H+pf4/h+FAW1Ht4Ua7WbsAYNCBBTBS1fnPFUBXUaOEHcEJjzAQQgSLu4296L3izLLFPcePaK7bYFoHkxaP60jKfFEl/1tgVhU64nO2GAc+0SEtstlMHUPVulWeO4cwXFpNxfoeP52SlW7hu+WBcRPNBn/Rtni4+twHISRnVqdhG+up6YCybK1YMxWy9G7A6yErru1aBACTTq0lsPuzZEsIgW3jDsHWJi0WG6rp5IAVAgyXhMSH47KP+2GPyADzqR2H4sILLyxdmYLZJ1aTlb0mnxnYrMs/slKyBGUNgMNBWFIUXF7fOuwf+9Fw/uAFCPd7/GsD78abotPCQfvnjQiICxvyheYJitDJtGVex/rN1wPA/rg7WHvjIJyGLKKOd49a+8QEL8vMzxErMX51OaX0pT3HL2mja5a69NI/uDhl2/99+zOmpYHol0XtQCnFqJY9Ay/ab9s3uIXNoMEtuo1tqtcgk1Sx5m9Fvu+bacgMg49JMbjg8aBPdeasIa/qR0DYmgLtF/PgcOAfE4oDTy+uB4Crfg//+JxhABhu3hUAMK5t3+NmWkYLgW9Xx6pKMkXxcycJmSnY635p+lK3HQsPjVpFcQGIy0z6Y2S78Y4ommfn4IW3G9U12CQnLccHpQCHi7DkWNWppzfuo5TK2LVrjsHkAnaNdqAAMKhZl2XmOvVPgLLlRc3hIjgpSnXSSYfjlFIZ/abWsPuXK7f+a8B79MVlLOs1Eec973f2iw1dkZ6bJVFe01jUVa4LLsOMWtdvRiAA0CG7sMp2Mt5EBCqf87g3KyI1Trt0ooRh7a3s1o5o2csLADYF7P25tGHLCxBCcPSFqP7ETOthaYdHrzqxb6xD23aGTROZCmFz3/IgqxzpwLL4mBApU51pGiioJ8lLy9Ky3/I1r7o60Q5nPe71fxXhM7lvk84UixX+Ii+AgNgQEEKK2hqZ75/eZXg0yiYK/dCCzyAjL1t27+NLK6e6rNtEKVXQlFPDtgdH/gi5Lus+Af+47QIhhF6ZvnNjEy0jdylxyeJdKMXH5OhWA/bN3wsAy27sBgjB81BvtNBrlN1av/EGK9NWKRWfBaUUwUnR7UYfXb4HANTz9/x6wLvg4EKMb9cfmYU5cpvvHJ4UlRqvUzF0TFJMEg01DI/fnbO/NA6JmLYBpVTy0NML8yNT4/qxpW2cKXo17nB9Zc/JOzU/JYou5PBz8onj232uuHbj/Uu00WnwfoXtlEWSPDH+18Ct5hYISItJVvkScVmpIIREWuiY8ss2YqQ/Oh9RtAVWXtkjqma/OR3WO6f+8XUbzLSMAQBLbMbmSHPF2nRu1Dbii9bk1aR6yi7SmXk5sue9HiwZsH/OARfPq8oLukwAAKy6ueu3l+2MAbOB+gMAAE8WHh2nIqsQRhiRhLLycvA63G+A/ek14zbazgQAhCRGYWfYDWwZNPejjrzaJDNdU1R8Fhm5mXj8wXPg0gs7xu0eMx0AoFJU8OsA77bJogIUw/YvGpmckzGEX8lKryWv6r1l4JwthJDch0Gvsf7mIdFnDi1petX3yeT0nEzRXp4Vor1Bk7Sr03cuBoA4RXX6/8qvru6wbdAWHiExpHuD1qdsm3QsKhvt8ONkH4W8lCxGtuv7qaof0ayjLJpXU6tDYlxe7c0FAAiDB4Ee4q0ch9/0jfHmPJqzD++118DqDwdfAFhyZRe22M2Pr6+hb9tI2/i7NTMr24FUSkcQgrTsDFx++9ju6NMbEUP2L+h83u+6xNpeswEAsem/ee2MYDeEpbQihJCEJT0mzJITl84uaRGfkJ4i/TjYZ8mG24ebAcD49v0xJ0a0OTwxYf1tEzVdpzpSsuUtgDCISU+Svhn4avEe97MWAJDCE/81gDckSRRlMOTwEvPY9GSnmORYVKyxW1deJa+vecf15romQZtvH0Pn49Oxotck7H9yQbVAUHQ/JT1REQwDsEIYqeuhm1k7S0JIcEJGSqnC/SqjpbE2BQBlGQUC0Fqp+0sAQMBHJ9OWSXrymofCohKqLJCr71+SaZaD5ndv1C4DgqJam48oppch3pEhPae57jh73eeWzPkJq/HYAbj49s9OrnB0OYC553dg7/Cl720bd5jSWMs4tTLqCfj6IWvFf8vGdhNC8DDguYxXdNCD7bfOrF5/64AFpVRMS0Edy644A+Pr/5ZypRQwUHlDp7k6k6kdB90aZN55oyi5ggUYBqHJMcb33r1c6/zIVRYAYGWFV2G+IIQUnbfftq2ptvET3hdp3QQfEiPq3wx4tu6672OZfwtrmNoUAgAYq+kgp7BA2z/qw2b/mGBexSgGhhC0rtfIeZvdgssAsKj7OAzWHkoA4Ib/M+cr3u7S4IkDlAWPJ8bvadZh9cpeU94vcdsJDXmVX0ox1t07JlqMUmJG3Xz3jAfC1E48L8tSPXUdtDJoNBYADHQ0quy49t0wmgJAR5OWy5TlVUEpS2stxhiiXHi/mNBB2x5cPH/shVszABjUrBsSs1P/XOS98B5OHscBAJv6z3rV36LTHENV7dCKVfBqUvO5VPY8cYQlRVPPiKAl13yf3phwYvW6/U/OqG/sNws4Gowll5yBRb8XAJdg4t7hs+iow8vJ4XFrHDs3bHVdVCODUoGAT4MSInveDXg5BwBWn/JEG4Om2HTrOQgh8bM7D1ugKFUnsFyUAyEo4hdS35iQnmc978wGgMenN9Z6iBlTm0J49EEEoJNOrlodlZbYFYSh5VbtokL0N+8U4jbNaSkABCf7wd7lOjk/YyEdf3zV7FdhfkNEtfQoJMQk0N7Q/IqmsuoWAHAcMOeXUgq7Q4uw0mYcKKXMtNPrZ0WlxvNq0tG40gw4QSGxa9HV21qvyb3dT1yr18rWJRQAYG3c3LWNYRM/CAWkJnOqrExmiSLkFuTBJzq4x8bbxy7MOLtxM6W0nrqsiOYISgr/pY19+5NTZZwNWvXklW3+SMxMBSGkaE1vexdjNZ0+w9v0DpUQEweEgtoxa4ZDWErhERag4ebjvmjL3VNXBx6Yt4JSoZTjwFnAlmAcfn7xN/B0P0srPDmRwAE49dyFAsCE9n0ntDNs4gs+n4BhSHJmCl6F+Tkcfuo2Zc2oFjjjsQZLerQncw44YWAzG69x7fqsrCuvUr6KGcMh8Z8S8CjYa/3hp26DrEYug8+r6z8n8O5/ehvWJmepy6ubiy55u4/OK8ov17CSCgTUqlFb9G/W2RoAZp/ZDL8YUxwY2Zte8XXves3v6Zq0nAyAMASUor6abtiI1r22L+oytgAAHn54U+77vGOCfk6tcLDC3LNbcWHSFlBKSZvNY44//+jb7Fuxs18Ds0oL5/CL0LJ+sxwtRdWpLQwt2Jku1e8jFZYSCwsdk0wtedUpZnoN8yAoqtK8gCpGPBAGWfk5CE2OrXfy5c15zTYMe+T06NROSqmaqZo+AGDjnYO/jKG/jw8r1eP5HUeVWWMI+CuqDpnqcqLFp/OOybgxc3fQwGZdunRt2GZhE70GBEX5lfO4NbJqBhm52YhOS2x5N+DVSqW51v69/5l56rq/+6SJ7T83vH740ROw+zW6F3tGvi8nd0opL5df0EVfVZ3u6uBKcDwSx19dRfcG7VPMtIztG+qa5kBQBDAcfMrJYBzvHt0ZlBCmO6zlasR8kqA7p8wV7UAGzL7SQq/B9C86JnK4iE9Pwvb7J45QSnXN2/YBHKxqz1uvLbCBw2MUsYW6BktsA2I+JcuW8+4ohZJUHWwYMGuYvZXd2eVX/sGGfjNKVi/VRg4Dn75PiKhPKQUoCw05lfwBzTrN2TN8+UEAeBbmiw4GTeEVFSgmJynTWUdJI1KcIxZUdgUk1gR4/P9VjsTM1FLj2vHgtPkFr3uX3oQH1GMrAd2KtW2rNIQCNNUzRRvDxmP3DV95ojbmPPzwsuE+0UEuQXEfQZjy9TNqa3PFEAZcDkdYV045vZ+F9ZEltqM2qUtpZH7eHtgBF36ecofFBc3L/V9aTsaEQ8+vKHtE+PeK+ZTQ1khD56zLOMdZhJBPNfmOHQ9OY16XkXByd+VEpsSZJWam3r/s/VC5SMAXAUstGPPnAk0EHIZhASow1aiX01zX5M6kjnYn2+o3LU++LzEDHAN+iGtCPAAAHTtJREFU2mdAKa2/+sb+7rGfEoc/C/E2k5GQzJ7ffeTUkS36uB16eRGT2n5eVHrtnjXmQ0L48bCkKIga4VJ0atAy2X3eIbVDz/Yjtn0C7AO7QqNRewDA5FNr/Q8+PGsGntgXHOoAi87JbtN2qC0+uhqbxznUyhnTD19h2KHFODNpMwDAdvfMkNvvXhgJK4bMUIoxbXsf0FVSn97RuKXw8Cs3nBnvKLK5g4su3wl40a+kfoCshBQsjZufvTnTedjl54fRv/1EONw4gNW9JjMHn16asu3eyb0FgkK0N2yaK8bjuQxv1eNmtzXD70yyHU/CU+IEK3pPhJVBC2FlSQt+8TFoUldbtD10qF1FeRMTxGnlMIS8Xn66+7zz2wbFpCePiUmNK22bjq8YRXVI9HoqdTGhfd8jy3tOmU0IycX5BsDgGobVzWwF7H4DSiln7rkt9ue87q9LzExV+NfjRYRCGKrrQlpc/Mbq3lNf3w/0dJaXkiwqJELBgq6jaV1ZFbZKRrlmMODwHbCmkxEWtwIGWt/ObkzNyWBuvHvK7H10AQYqWpwz3k9xYMR8s/CkmEGZedl2ocnR+i/D/JBXkCcqY0opLPRNveb3HDlihHnvkNDUSBgq69VIHPcDPdG1YQtQSqVmn98655zHnTkpWenKLL7fjpygfPW7yn6uTI8ACg7DQSt9M9SRkL5m18Im9KzPnfUqEop5lLKsgbo2HdeuD2ugqMPWBCDL/T2lEESlapEBb+OCmaNP3ZgTL66hZxNLTjfT1uoqsgqzjr68ppZXmNfPNyZEOjkztRS2OBwOWhuYPdw6ZM74trrm0WWdQEqptNW2Cbs9IgLH5fMLS1gw1rax5enrM5zHAMD6W4cg8JgErSFvMHFBX56umblPVGp8wy+rJoKd1GHA6QOjVo0BgIve9zHIouv/D3gjU+Ogp6wJALA/td7p5OsbM/OKCjgVv8Bcu/5bLUW1rtdmOKcnZKZCo9grXHBh+4wzb+7siEtP4oFhQEBgqKrjE7L+ihUhJAvz7HB34jx0a9AGS6/8U/feu5deb8P9NMBwRDF4hIDhcmGsqosGdesJQ1NiD/RuapnmHRl0M6+oIN078l2qnooO7WdhjbW20woJIXm1uCJLHnl5RcIz/J2U21t33iybERMfBr7q4xMTbJaZmwkQQklxYOGPgZnISNTllNKsTZotOj3e8SgAfEyOhJGq3g9dOSwlBgYqohyV+0Gvxs8/v2PJh8RInSJ+kfi/cZpbCggltSIEAhho1oOVUXOk5mfu72BoHrHg/PbzE9oPEBPn8gqCEiKyp1gPQkudhqinrAUAAgDZpJpzo5SKP/noLf0s1Ju+CvNDak466dmovcqbiHfsba+7RbtGrxkc+SnB5Ib/M4Ghqta42E9JvI9JUSgoyPtcgo3D+WwuQiFaGpmhc8OWozb1mXP6R+Vy891z9Cr2vCil8vVX9lselRY/WIwrppOdn1O6vf7hxbviYIWie2IFqCMjj3ZG5hAI+R6KMvL+2opqL/c8PPe4Y/0WPB6Pm+cd+T7XtnFHGKlpo51BUzTSNCKy4lKfqvEMFKLTE+GfFIaLb+7BLzYE0anxZGSbXio+0UHsszd3C5eNWjHEL+aDycP3bwRdG7ad/PD9a+QV5IjmSFHcoaXsTpqFoow8+ll03L9/1Iq5YkS8AADOeN7GsBY98D4xzGTQ3oUu7xPCS6vfiHPF8ia27z9nz4ilhwAgOj0ROpNngp4/zxx6dqm3w/X9F+M/JZfrdk6oqKzDqDY9h54Yt+He552+Q42bDJJaACDMPb/F6sizq0ezC3PrlbskZaGlqJFtrKbXxX3+AY+R++bj9NTtoJRiy70TTZ3unzqYmJnaQiRYFooy8ikb+s7oM9V68Os9j89jutXgUpCzO7jo2kWPO10Iw/lS8VihCIg5oi0Fl8uDSd16+JgQeaeOlGyhkZoOo6OoHn725fU79bWMefWU6kJDThE68mrUPz4sIY8IPzVS1SfiHB7qSEpBRkoG+QX5SMr8hPS8bMrhcqSVpeQ0s/JzxKLS4hH1KZGx0DFtn5CZbJRbWGCelPVJ52NiROXKUXPBAqCQlZTJryuv7L2+//TjdhbdDo87uY4c8zxBsTu0ljhp4IC1G5nScQCllMq32jRqRlx60uSMvGzt3PxcgMOpkpLUlJukLAsI+SgpE6quoApT9XqglGaEp/6vvfOOj6rY4vjvzN2STW8kEHoLIE1KBCkaDBiKIB1BpESKIKACSpESQJpSRMoTkI5E6YqAINJFIHQMNRAC6b1vdm+Z98fuhk0oPiBBn94vnyX3k2xy786ZOXPmzJlzYo/VL19dKePqDW8XTwKQdirqjyMJmUkpWqYhg04PnUYHQRAgyTJESYRRNEFWZEhcQaYxB/EZyVKvl9q+JIAFRKfGSXGZKTCK+brmVV9sF5l0F/fSEpGamwHIlhAkyJLlK2OP/kScw6B3QEjLTsuW9Jo4johyikMUIzfNxuI+EwAAi4587xd+69Lq3yMv1M/JN5ZOzEop6F8lEeDEObd8dmuYGwkCvJzdUdbDB5zz+KiU2JNVSpVjHo4uKOvuAz8PH/2eiOPf3UmMTWOMwaBzgF6jAxFBVmSIsgSTKELhCir7lHV7o27L7qnZGUjOTcf1hGgkZ6cj25irCazZuENUSiyiUuJgyjdampwJgGQGBO2fjyVFhperR+47zTqEfNlj3ObJuxdhRocPMP+X9RjTph/m7vmm/fJjO76/nRLrbJvA/NxL3R0W2PPtSe0HPVD3p/nc/kOvxkV9nZabUahIA2MM/j4VYkcF9X5zeGCvs20WTsYvH814/hbv8E2zsKzPRKw5uq38yhM7d565c7Wh2T4hDOfwdHJD06p1p+8ZtdSSpXxca2DuAXx/7hen9b/9uOXgtdPtjKZ8AJx7u3jQwGadJn7RY8zsQd9OoG/ens2n715BUzoM4f3WTB6789zBL7KMOZweY+7wwktaDsGSRhJcARQFWr0DXA3OcDe4wEVvgKuDE+6mJ9zLFU3RLnonxoigETTQMAZZUWCWRIiyqOi1eq9Szh61RFlCljEbqXlZSM3JBBfNFuFYO8uzDghup3CdHZzEOmWrRmoF4aujH6/dTERpCw5upNHT+/KS8GXvuHgIXeq3gsVi2Ndqy5n9EyLibrW6mRitUWTJMhiKoXM9TkEXWMOybBlwTAAUqUDhMEELVwdH6LRaMFhkJTABRASFK1AUBZIsW67BYRLNMElmmCXR8jdBALNuFUoiBxPIfqKkJ5KTgpDAN/eOaf92v9qeNYs1Vq7nynHYbHXfHboe3n75kS2tI5NjWmbm5TSOTLoHrlgVZEmuSmx9UVGs/ZvdP+nFFYADgk4PRgxEBG2BLACFc4ssrOFyCucQzfnWlY5VrkS2mokcjNFjJ7o/61OiGa/VayZ3btyy6qhX+kfbXD+D1k6lbwZM4x9vXThjxdGtkzKtqwcHrR4NK9Q6OaBph65DAnvGD1g7CVmmPGwfugC/377gM2bzgmWnbv/RTeby/TtyDie9IxqUr7G/Y8DrvcYF9clYuWsJBncc8XwUr/VgiGWJdO2Edv7uNaG/RV6YaBLNRTuCUtGrzA+/jF051N+7XPKQjTPQqFJNDG3RA72Wjxvxw8VDiy311iw+s2bV6i/5bdy6CUSUExrKIdZfipldRmDHxUPdB6yesiwzN6tUsVmStshVzu0sG/4I7WD9mWLtNGT3Kk4ki9Xn4eyKSl5+W3UazZapbwy52r7uq5cBYM2JHRjYrEuJb2p8vm8dPgnuD865z7TdKwIv37s5ICIust31xGjLRGONy34avzWhGJbH/CGFlB6Ql/1NqWSeSZERVK/Jzj4tgt99t1GPtJKWy8GbZ2p8uW9Dda2g7RWdGvfKjcToClk5GQUFUp+lPz7pRu9D2+xhUTvPOEboIRP243zXQbVfOn3gwxVdiCiuqDXfb/WkrRtO7OoGZtE3eq0OTavUnTO+Q/+p7V541cw5MH77Qszt9hFW/7az9sL9G/dcSbhdodB+laLA2eCEDnVfmR02ePZUxthTJ9944nAyIkvhXc45HY8Ib3M59uZEk2gq1MgEoKx7qYyZ3UZN9/cul/zZj//BilPrMLRFD6z5fUfDYzfPLMw3WZWuOR8d67+a2rBiralElBOVGovBHyRhZpcR4Jw7jd/61dQsY06p4lJ0RARizGKhChqQdcYmsnVgZteZrR2amGUpLAgFroRieRpZ4pYgegWdGgUhuF6zOfnm/OrdGgYNOTXh2802pQvguShdAPjEWqmViJJC3xi6eXirnv3dHJxrtK/XYm7rei3BYDnGza2xp0+S44EXjwALXhbZMRBjdvIrwcmxsI8EGhJqJaamO5akPA5dDwcAvFa98fUfRyz6aX7P0SPrlfMP9HZ2axIS2OOH2uWqZzo7GCwTtyw+NtD/UZUviidvCD1z2z8sNvxJkkediLz0Ut+142cAwKx9KwkA9lw+DiLCR6/3D+na8LU7EC3FdU2iGRfu3Ri/8fe9rQEgMpljbjdLiFlI884RAZVe6K8RhNTC2pIhx5iLYzfPTAjd9XUbzjkFrq30fBQvAMzOmgy/Oe004dERu5MzHixYyRhThrzafVrfgHYXAGDSuYP4rM1kAMCmU/vC49KtzmtZQmP/hnA1OLVb0ntC2lsrx6GyV1mU9fAF59z9ndWfbo9JT6jDnzG8/HFVc5+m0z2T5aYogCJDJ2gQXL8ldQ1os2nDuzO76gStS7NqdacYl4VHTuowJB0A1p3cib+KuCzL8eygmi8ln/p0442Xq9abLHPFef2gz/p1adxmU5u6zUknaO/71/+kRYpLBT4urrjk/W1WtxXngCzDWedYQ5G5W0nKoVWNgILr7VePoJKXX8bqAaFRt2fvOd24cu23Is4d8P1mQGiHse1DdnQLaKv4unmh4EScIsP+mPrTKLPi9Of/2UTAn/bZrDIx5udh78UT/Vae2DpwYvBgDgDt67bAvP3r0bC8f5ZWKzRpVL2B1ZdNyMzNxIW7N3ZfT4h6rboPATwUEfFRAIDVA6cfHh88cJ9QJN0BGENcWhIO3wjf/dKiYG1N08SSdzVEp8ajopclCfiQDdPPrfg1rAEekkSiXZ3mO/d+sLTLhB1foVuD1mhcyZIgu/+aKQfWHdseBGuNMheDEzrUe2Vy2KDZnxNRoSj+kHWhIXsuHVuckJni+CSzJ5WElfWUipdAsIZkygQGV0dHqUnlOnn+vpV2t6vbbEO72i1/sb33csJN1C1dHX9nfr99ES9XuV/G/Zdrp19eeui7Foxj5JEbZ0tl5+dqREUGgQSAk3388tNMVs9Dlo96NgIBBIVzrpBlmad4ObspDcrXyDPoDT90btAqqnP9wE2eTu635h/ejDHWjeDnSmggwvsvRkDluvbL6jKrftsREnbqZ+9SLh4fHroebkrPzRKscmFEYArn4H9BoqnikCcjBkYEWVEkRoCbo4tSr1w15uvmHV6nbNXdg5t3yy/t5j1/1r6VmBg82K6tAD6Vs5l7V7296MC365OzUi0GoyKjceU658M/3dSIiPiIsNlY0nsCPt2xGDO7jMSL07rvuhAT+cbDXIPdA14/v3X4woYAwMPmgHqPL4nJ3uLc5Zyjx9dj3t5x4dBGuWhSfUVBQKXaKacnbWpBRIWyMA3fNLvf14c3r1W4JT6RiNCkcp3d83uNHdS8Sv2Eg5eO4bV6lhr3EQlRVT7ZunD+8RvnWgAQJOsuqcCYg0GrN0iyDEmRYZbEgk2VQvMwFfloxdXJrC4G+07LmACNIEAnaKDTaJEvmo0AzzfoDKJBq8utXMrvmkmU9oa06Ci+90qvrx9s1sfHQf5dWXl8Bwa3KOz+uJeZ9N6ITbO1Thp9uzup8f5XE6IgK7K7SRIZVxTB2cHR1SSJEGUJkixBsfefkZ3Cg/1G4xMsdf8nv7DlvVqrvLRMAOecZ5vysvRavWLQ6rjRnJ/j6ugs+bp5HbsSc/tIUK0A/c8f/OcEEV0q+qcjU+JQbZgf8Dc4/3ErNQZVvcoV7V9OOSZj+wHrpriAo4mrg1OrIzfPKtHJcToXg5Ob0WwiSZGYm8HFTVZkmCQzREmCbLPs/6ydCxxOjzm+UehACC+icbndONJAwwRomADGGPJFk5FzbnTQ6slBqyezLKY1r1ZPqu1XXTwddXnJ0Fe7U69GwUeIqFAw+43EaPL3rfjwzrOsK9VMUD66m5owP89ktG7wmTGx07Azs7qMDACA2ykxqGIJXwTn3L/O1C6/RcTd9i66soeiYERQ78VL+kwYBQD4aiQwanHxKt6Zm7/Apz0/xpaz+9+YsH3xrsjEu4WFIEuo5FMewfWa1VneZ3LE6yYjDdq2jPfsMwbLj257efbeVfujU+KcOSyJcmqWrpzUvWGrd6Z3Hrn/0eOFV7uaeMf/54jj+DXitKDTaqtU8/ILjMlIlu9mJiIi5hYAOJdx9apsFs3crEgwyRJMkhmZedmAaAYYE6r4VqxmNJugcA7LP0uH4UUHON0f+kRk8WcSoBO0kLhiTM5Oi9UwQXbU6uGg1cPd0RX5kjkB4Em1SldmtcpUZik5GUfLeflen9Hx/RQiCse/nEtxNwPn7V/vdDMh2rV51fq9L8VGmiOT7nJGrDQB3ibRRGZJhFESISky8iUzyeZ8Akjw8/Qt56DV62RFsciOKwVDXOYKiAgapoHCZZ6QmRIj5RtzQUQQNBC0OugEDRgx6DVaGHR66JiWcow5yckZSfHly1SkGr6VUMHTl2mYJn7tbz8eHPfmAOPk4KFcS5rfiSjjnywXzjmlGDOD3v92lu7w1XDDuy269kjKSdGcvXsNd5LiBC8Xdz+doHHPMxu5yWyGzBWYJBFmWQLnChSAOOfMx8WjtJPe4CzbuZuY1f8uMAGZxuyM5Oz0RIEEIgI0TMN1Gg00ggCBGAwaHfJMeelJuZkx1Xwrkq+LJ8p7+sLDwVmJSr530sXN7cqUdkPZC6Wr6IloR3F89k3he8rN+3ndmnN3rgaBMZshyN9u0m7IhpCZq4ksFVouxdxAvXL+GLQutPahG2f+uJUQXSS6h8Pd4IIPWvcZOK3T8LUDVnyCtUM+Lz7F++OFw+j0YiBSjJmlm37W54fIxHsBsGUdBgBF5r7uPtS5/qufLe83ZXLImolYNXAWCMD1pNuVuywZs+JKfFSQ7X4aJuC1mo3vhQ35fKqno+tFAJpH3FoEINtvRwEwF3lubwBNAShGyYSkrDTEZ6fi/J0ryMxIBjFBU9G3Qoe03CxRVGRw6zJLAYdtycXtFC+BwIgsx1yJgRjBSW9gzgbn+Nz8vEvuTi5i1VLl4edWCt5O7gTgKoCbAARrz9NZrxkAbTG6N/8vx7dVXrY5Lt/aHgqAWgAq54n5LDU3C7Hpicg25SE2I4nFpcYTU2RdxVLl6msFrZdJFrmoyJAVBZxzMBDyZREagcGg0ZPAWE5KVurF3NycdCIiraMzfNy94GFwhYNGi1Kunqjk5Qc3vbMAIBJAhN3+BrfKy15WWuv3/skoVtnY2sBkd60FUBdAWQmKkpiZAqPZhOScdKRmZ8AkiSRyiYyiWXA3ONcSiJU3yyK3jCOCwBi0ggZ6jY5Msikyw5h7wyDoSMME7mZw4t4uHnA1OMMg6OHj6gkAMQAuPGTPSWOnGzgAPYonv0zeidsXA0eFzZ1+7u41D9v4r+JdNr9/806dp74xdN9X277EqG4foveKcQgbMhfvb5o1aeXR7ZPNkllX1PJ9wa9KZs9GbVqEdhr2x/TdyzGlw9Dis3g55+z1L4ctP3L9zCBzkQKOGsbQqkbAgR4BbbsMadklx34ZHbxo2JxTt/8YZ4uhs7Whm4OzWM2nfLzCef4zztxcVhTJpjSpQHky6xKHc0mWRXqGSATOOUBgAjGBW2Z6i/LmHIwxgRExqDyRf0vmisw5V2AnM5uMiIhzALJie8+D3iP7+EoQSCBBY4vx5tZQQW4nP1vySyJijJigSuHx2NreEqBAhVaCdhLgsqLIHA+WrebW/xgjwTpu7o+lAhlZvhKICez+e54HLg6O+qjUuDIx6Um6AsOLc9QpW+3cwrc+HtKmVtOzXXMzsd3Jsne64dReh7BTP60/duN8j+z83EL+QSLCi+X9D+35aGnfMs7ecatObMO7zbo99v6aP3vAsVsXYF730Xhvw4x3byZGDzLLYuERoCioUKrcrcaVa39qr3QBoPOyD4Mjk+59nJmXVSTygZBpzNGevXOlgtrFVVRUnvvMz/mD8c8E3E6OaTh/37oQzvkfRGQCgDuJQEWftqakrLgJ5+9e98w25QUVNswUXE+IbtV3+YSPOOcTiUjE1EbAtLNPp3jn75yGMZ1HY9HBTQFhp/aG3kmOLVxNgnO4O7vl+fuUmzO7y6jTAPBd+D60rN4QZd1LYf+Vk46KojA8zCAs6ThLFRUVlSda6xPyTHlIy816fc2JH18AcB6cw1fyBxFxALcWHNgYtvTXsOa3ku453NeFlt+7m5Y4tuPSUUcA/PRVnQ8xCu88heLlHGOIMGX3ascVh7f2vJoQ5Ve0hI+DVo+Xq9Q9uWfU0m30oWXD/q2AYNuSQv/expn1N57cDZFkzjmXObgqcBUVlb8tgkarScvLOu3h7BZlMxAN1p9N/2kFRrfuu6r57P7ecZkpoUbRdL9yOjHcjL8NZ4NhZf+1k1uO6vFO5H8Ob8awR4QZPtLknPP9PIzvNRZNZ/Vtey89cW9sWiK37QDaKOPmffXGjF0vuRgMObEZiSjr7gsAyMsLhaNjKDjnDhtO/9Ti5K3LQw9dP3M6PiMlXRWtikrxW2+2NHiqafP0BrBJMsO/dEXNmw0Cf5/2xrCLH3z/BRb1+vghNin3DJw36IdjN8+3UIq6tyUzOjYM2t+1YVD3gc07Z9vSVP5PFu+ui4fRsX4gQnevrLfpxI9bYlPjAUFD9tZwWQ8ffNI25HMXgyFn9LzBBUoXAAyGUFxTmhER5QM4YH2pqKio/K25gJO4gO/x7vrQhyrdjGwOIkrjnAc3mN4z6sLd6z6FPAGClv9y9dTrnk5ukwF80q90E6x/SFarR2f64tzl1S9Cjh69dvpFFKnEqWECQlq8uWTFO1NGqqJSUVH5N/Lt6T2d3lv/2fLs/JzShfaxFJlX9C5HrWs17rpqwIwdozfPowU9x/JHK17O8dm2hTSp+2g+/NuZe1ce29FWLBI6BllE94C2KSNa9x6WnpdtLK58MSoqKk+ANVkeJ0uibstGtepoeG5wwEGnz7kWe3vqhO2LA43m/MLBAoqM8l5lkhf0+rhdj0Ztzi479B2Gt3rr8Rbv8iNbJkzcsWSWpfjkg0cEPZ3dzZIiZZIalqCiovIvxlHnYEjKSnOSHwxlBgOhZplK4RHTtgcRUXYoD0UohT5a8VYc1/by3fTEOn9FIg0VFRWVfwquDk5o/UKTb7cPW9A3644I10paq1J+CDHpSUxVuioqKirPRlZeNm7G32nKOW9mU7qPVLz+pStkqE2moqKi8oxYjlubAWTbf7twOFkggMNA/2Zvjll1bPuuyKR73qrlq6KiovI0cLg7usHF4PgdEV22TwH7gI934NqptGbANP7Vr2E9VxzZ0i0jP6eKKEsy1OAFFRUVlf9J4XIAXo6uvLpvxeM/vP/leCKS8f4LwNIrD1e8ADB+2yKa0+0Dzjl3G7x+Wul0Y7bC1AAGFZXnMWYhMIVkS6yYutz8fxShwqFwhVrVasBHBL4TQ0TGHl+PxZb35v35L28//6vagioqKirPyPXEO2ojqKj8ra0lm4178KTaGP+n9Njco+A69BFrFtV/oKLyF/PTT0DcXU/8nNAU29mbQOhQtVH+4aiVE1RU/ioOHQJQUNuKVENIRUVF5TkoXRw//qCyDQ1V2+cfjjrDqqj8VRw+TIiOJjg5KejeXW2PfxGqq0FF5a8kLEyBRqO2g4qKikqJY3M12Ni8WW0TFRUVFRWVkuK/XclYp5wrRjUAAAAASUVORK5CYII=" style="width:20.0%" alt />
<p class="caption">Optional figure legend</p>
</div>
<p>Could have also used the below</p>
<div class="sourceCode" id="cb4"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a><span class="fu">include_graphics</span>(<span class="st">"logo.png"</span>, </span>
<span id="cb4-2"><a href="#cb4-2" aria-hidden="true" tabindex="-1"></a> <span class="at">fig.cap =</span> <span class="st">"Optional figure legend"</span>);</span></code></pre></div>
</div>
<div id="running-code-in-an-rmarkdown-slide" class="slide section level2">
<h1>Running code in an Rmarkdown slide</h1>
<div class="sourceCode" id="cb5"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a><span class="co"># The code below is actually being run</span></span>
<span id="cb5-2"><a href="#cb5-2" aria-hidden="true" tabindex="-1"></a>dat <span class="ot"><-</span> <span class="fu">rnorm</span>(<span class="at">n =</span> <span class="dv">1000</span>, <span class="at">mean =</span> <span class="dv">10</span>, <span class="at">sd =</span> <span class="dv">2</span>);</span>
<span id="cb5-3"><a href="#cb5-3" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb5-4"><a href="#cb5-4" aria-hidden="true" tabindex="-1"></a><span class="co"># We can plot a histogram of it below</span></span>
<span id="cb5-5"><a href="#cb5-5" aria-hidden="true" tabindex="-1"></a><span class="fu">hist</span>(dat, <span class="at">main =</span> <span class="st">""</span>,<span class="at">col =</span> <span class="st">"grey"</span>);</span></code></pre></div>
<p><img src="data:image/png;base64,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" width="384" /></p>
</div>
<div id="separating-a-slide-into-columns-gets-tricky" class="slide section level2 smaller columns-2">
<h1 class="smaller columns-2">Separating a slide into columns gets
tricky</h1>
<p>Dividing an entire slide into two columns can be done using a bit of
code at the end of the title.</p>
<pre><code>## Slide title {.columns-2}</code></pre>
<p>This applies to the whole slide though, even if you only want columns
for a portion of the slide.</p>
<p><img 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" style="width:50.0%" /></p>
<p>It also only works for ioslides presentations.</p>
</div>
<div id="separating-a-slide-into-columns-gets-tricky-1" class="slide section level2 smaller columns-2">
<h1 class="smaller columns-2">Separating a slide into columns gets
tricky</h1>
<ul>
<li>Work-arounds to force breaks between columns and make everything
look better</li>
<li>Figuring out the columns even just for ioslides is not much fun</li>
<li>At this point you might need to settle on an output type (ioslides,
slidy, PDF)</li>
</ul>
<p><img src="data:image/png;base64,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" style="width:50.0%" /></p>
</div>
<div id="separating-a-slide-into-columns-gets-tricky-2" class="slide section level2 smaller">
<h1 class="smaller">Separating a slide into columns gets tricky</h1>
<p>Using LaTeX can be powerful inside Rmarkdown, but takes time to
learn, and only works for PDFs.</p>
<pre><code>\begin{columns}
\begin{column}{0.5\textwidth}
'''{r, out.width = "100%", echo = FALSE}
library("knitr")
include_graphics("logo.png");
'''
\end{column}
\begin{column}{0.5\textwidth}
\begin{itemize}
\setlength\itemsep{1.0em}
\item Using LaTeX can make things look nice
\item Only possible for PDFs
\item Need to know yet more code
\end{itemize}
\end{column}
\end{columns}</code></pre>
</div>
<div id="separating-a-slide-into-columns-gets-tricky-3" class="slide section level2 smaller columns-2">
<h1 class="smaller columns-2">Separating a slide into columns gets
tricky</h1>
</div>
<div id="maths-can-be-expressed-especially-well-in-pdf" class="slide section level2">
<h1>Maths can be expressed especially well in PDF</h1>
<pre><code>$$e^{i\pi} + 1 = 0$$</code></pre>
<p><span class="math display">\[e^{i\pi} + 1 = 0\]</span></p>
<pre><code>$$P(x) = \frac{1}{\sigma\sqrt{2\pi}}e^{-\frac{1}{2}
\left(\frac{x - \mu}{\sigma} \right)^{2}}$$</code></pre>
<p><span class="math display">\[P(x) =
\frac{1}{\sigma\sqrt{2\pi}}e^{-\frac{1}{2} \left(\frac{x - \mu}{\sigma}
\right)^{2}}\]</span></p>
</div>
<div id="maths-can-be-expressed-especially-well-in-pdf-1" class="slide section level2">
<h1>Maths can be expressed especially well in PDF</h1>
<pre><code>$$E[X] = \int_{x}xf(x)dx$$</code></pre>
<p><span class="math display">\[E[X] = \int_{x}xf(x)dx\]</span></p>
<p><a href="https://www.codecogs.com/latex/eqneditor.php">Equation
editors</a> can convert to LaTeX</p>
</div>
<div id="you-will-probably-have-to-make-compromises" class="slide section level2">
<h1>You will probably have to make compromises</h1>
<p>If all else fails, you can just make a picture of what you want and
insert it as an image</p>
</div>
<div id="this-is-a-new-slide" class="slide section level2">
<h1>This is a new slide</h1>
<ul>
<li>Bullet point 1</li>
<li>Bullet point 2</li>
</ul>
</div>
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