Abhishek_Sharma_B90_MiTH.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "from pandas_profiling import ProfileReport"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "dw_df = pd.read_csv(\"../Data_Forall/date_to_week_id_map.csv\")\n",
    "train_df = pd.read_csv(\"../Data_Forall/train_data.csv\")\n",
    "test_df = pd.read_csv(\"../Data_Forall/test_data.csv\")\n",
    "sub_df = pd.read_csv(\"../sample_submission-1616063224044.csv\")\n",
    "pr_df = pd.read_csv(\"../Data_Forall/product_prices.csv\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Before we proceed, let's merge our datsets so as to make things simpler to keep track of. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "def merge(df):\n",
    "    ##dw_df\n",
    "    mapping = dict(dw_df[['date', 'week_id']].values)\n",
    "    df['week_id'] = df[\"date\"].map(mapping)\n",
    "    \n",
    "    ##pr_df\n",
    "    new_df = df.merge(pr_df, on=['outlet', 'product_identifier', 'week_id'], how='left')\n",
    "    return new_df\n",
    "\n",
    "train_df = merge(train_df)\n",
    "test_df = merge(test_df)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## EDA\n",
    "\n",
    "**OBJECTIVE:**\n",
    "\n",
    "* Gain insights into the nature of the data presented\n",
    "* Study relationships b/w variables, analyze distributions\n",
    "* Hopefully, better prepare us for the next sections i.e, preprocessing and modelling"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>date</th>\n",
       "      <th>product_identifier</th>\n",
       "      <th>department_identifier</th>\n",
       "      <th>category_of_product</th>\n",
       "      <th>outlet</th>\n",
       "      <th>state</th>\n",
       "      <th>sales</th>\n",
       "      <th>week_id</th>\n",
       "      <th>sell_price</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2012-01-01</td>\n",
       "      <td>74</td>\n",
       "      <td>11</td>\n",
       "      <td>others</td>\n",
       "      <td>111</td>\n",
       "      <td>Maharashtra</td>\n",
       "      <td>0</td>\n",
       "      <td>49</td>\n",
       "      <td>2.94</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2012-01-01</td>\n",
       "      <td>337</td>\n",
       "      <td>11</td>\n",
       "      <td>others</td>\n",
       "      <td>111</td>\n",
       "      <td>Maharashtra</td>\n",
       "      <td>1</td>\n",
       "      <td>49</td>\n",
       "      <td>7.44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2012-01-01</td>\n",
       "      <td>423</td>\n",
       "      <td>12</td>\n",
       "      <td>others</td>\n",
       "      <td>111</td>\n",
       "      <td>Maharashtra</td>\n",
       "      <td>0</td>\n",
       "      <td>49</td>\n",
       "      <td>0.97</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2012-01-01</td>\n",
       "      <td>432</td>\n",
       "      <td>12</td>\n",
       "      <td>others</td>\n",
       "      <td>111</td>\n",
       "      <td>Maharashtra</td>\n",
       "      <td>0</td>\n",
       "      <td>49</td>\n",
       "      <td>4.97</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2012-01-01</td>\n",
       "      <td>581</td>\n",
       "      <td>21</td>\n",
       "      <td>fast_moving_consumer_goods</td>\n",
       "      <td>111</td>\n",
       "      <td>Maharashtra</td>\n",
       "      <td>0</td>\n",
       "      <td>49</td>\n",
       "      <td>4.88</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         date  product_identifier  department_identifier  \\\n",
       "0  2012-01-01                  74                     11   \n",
       "1  2012-01-01                 337                     11   \n",
       "2  2012-01-01                 423                     12   \n",
       "3  2012-01-01                 432                     12   \n",
       "4  2012-01-01                 581                     21   \n",
       "\n",
       "          category_of_product  outlet        state  sales  week_id  sell_price  \n",
       "0                      others     111  Maharashtra      0       49        2.94  \n",
       "1                      others     111  Maharashtra      1       49        7.44  \n",
       "2                      others     111  Maharashtra      0       49        0.97  \n",
       "3                      others     111  Maharashtra      0       49        4.97  \n",
       "4  fast_moving_consumer_goods     111  Maharashtra      0       49        4.88  "
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "train_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>id</th>\n",
       "      <th>date</th>\n",
       "      <th>product_identifier</th>\n",
       "      <th>department_identifier</th>\n",
       "      <th>category_of_product</th>\n",
       "      <th>outlet</th>\n",
       "      <th>state</th>\n",
       "      <th>week_id</th>\n",
       "      <th>sell_price</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>2014-03-01</td>\n",
       "      <td>74</td>\n",
       "      <td>11</td>\n",
       "      <td>others</td>\n",
       "      <td>111</td>\n",
       "      <td>Maharashtra</td>\n",
       "      <td>162</td>\n",
       "      <td>3.43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>2014-03-01</td>\n",
       "      <td>337</td>\n",
       "      <td>11</td>\n",
       "      <td>others</td>\n",
       "      <td>111</td>\n",
       "      <td>Maharashtra</td>\n",
       "      <td>162</td>\n",
       "      <td>7.78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>2014-03-01</td>\n",
       "      <td>423</td>\n",
       "      <td>12</td>\n",
       "      <td>others</td>\n",
       "      <td>111</td>\n",
       "      <td>Maharashtra</td>\n",
       "      <td>162</td>\n",
       "      <td>0.97</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>2014-03-01</td>\n",
       "      <td>432</td>\n",
       "      <td>12</td>\n",
       "      <td>others</td>\n",
       "      <td>111</td>\n",
       "      <td>Maharashtra</td>\n",
       "      <td>162</td>\n",
       "      <td>4.97</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>2014-03-01</td>\n",
       "      <td>581</td>\n",
       "      <td>21</td>\n",
       "      <td>fast_moving_consumer_goods</td>\n",
       "      <td>111</td>\n",
       "      <td>Maharashtra</td>\n",
       "      <td>162</td>\n",
       "      <td>4.88</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   id        date  product_identifier  department_identifier  \\\n",
       "0   1  2014-03-01                  74                     11   \n",
       "1   2  2014-03-01                 337                     11   \n",
       "2   3  2014-03-01                 423                     12   \n",
       "3   4  2014-03-01                 432                     12   \n",
       "4   5  2014-03-01                 581                     21   \n",
       "\n",
       "          category_of_product  outlet        state  week_id  sell_price  \n",
       "0                      others     111  Maharashtra      162        3.43  \n",
       "1                      others     111  Maharashtra      162        7.78  \n",
       "2                      others     111  Maharashtra      162        0.97  \n",
       "3                      others     111  Maharashtra      162        4.97  \n",
       "4  fast_moving_consumer_goods     111  Maharashtra      162        4.88  "
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "test_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "profile = ProfileReport(train_df, title=\"Pandas Profiling Report\", minimal=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "c21b1095d2cf499ba3cb6f7b4b50e816",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Summarize dataset:   0%|          | 0/17 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "164b5ebefcae4e5fb74e3e048d3710b3",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Generate report structure:   0%|          | 0/1 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "b67606bd13304ae08a605fc655c2e3c0",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Render HTML:   0%|          | 0/1 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<iframe width=\"100%\" height=\"800px\" srcdoc=\"&lt;!doctype html&gt;&lt;html lang=en&gt;&lt;head&gt;&lt;meta charset=utf-8&gt;&lt;meta name=viewport content=&quot;width=device-width, initial-scale=1, shrink-to-fit=no&quot;&gt;&lt;meta name=description content=&quot;Profile report generated with the `pandas-profiling` Python package&quot;&gt;&lt;meta name=author content=&quot;Simon Brugman and the open source community.&quot;&gt;&lt;meta name=generator content=&quot;Pandas Profiling v2.11.0&quot;&gt;&lt;meta name=url content=https://github.com/pandas-profiling/pandas-profiling&gt;&lt;meta name=date content=&quot;2021-03-20 12:49:17.897117&quot;&gt;&lt;title&gt;Pandas Profiling Report&lt;/title&gt;&lt;style&gt;\n",
       "/*!\n",
       " * Bootstrap v3.3.7 (http:https://getbootstrap.com)\n",
       " * Copyright 2011-2016 Twitter, Inc.\n",
       " * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)\n",
       " *//*! normalize.css v3.0.3 | MIT License | github.com/necolas/normalize.css */html{font-family:sans-serif;-webkit-text-size-adjust:100%;-ms-text-size-adjust:100%}body{margin:0}article,aside,details,figcaption,figure,footer,header,hgroup,main,menu,nav,section,summary{display:block}audio,canvas,progress,video{display:inline-block;vertical-align:baseline}audio:not([controls]){display:none;height:0}[hidden],template{display:none}a{background-color:transparent}a:active,a:hover{outline:0}abbr[title]{border-bottom:1px dotted}b,strong{font-weight:700}dfn{font-style:italic}h1{margin:.67em 0;font-size:2em}mark{color:#000;background:#ff0}small{font-size:80%}sub,sup{position:relative;font-size:75%;line-height:0;vertical-align:baseline}sup{top:-.5em}sub{bottom:-.25em}img{border:0}svg:not(:root){overflow:hidden}figure{margin:1em 40px}hr{height:0;-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box}pre{overflow:auto}code,kbd,pre,samp{font-family:monospace,monospace;font-size:1em}button,input,optgroup,select,textarea{margin:0;font:inherit;color:inherit}button{overflow:visible}button,select{text-transform:none}button,html input[type=button],input[type=reset],input[type=submit]{-webkit-appearance:button;cursor:pointer}button[disabled],html input[disabled]{cursor:default}button::-moz-focus-inner,input::-moz-focus-inner{padding:0;border:0}input{line-height:normal}input[type=checkbox],input[type=radio]{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box;padding:0}input[type=number]::-webkit-inner-spin-button,input[type=number]::-webkit-outer-spin-button{height:auto}input[type=search]{-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box;-webkit-appearance:textfield}input[type=search]::-webkit-search-cancel-button,input[type=search]::-webkit-search-decoration{-webkit-appearance:none}fieldset{padding:.35em .625em .75em;margin:0 2px;border:1px solid silver}legend{padding:0;border:0}textarea{overflow:auto}optgroup{font-weight:700}table{border-spacing:0;border-collapse:collapse}td,th{padding:0}/*! Source: https://github.com/h5bp/html5-boilerplate/blob/master/src/css/main.css */@media print{*,:after,:before{color:#000!important;text-shadow:none!important;background:0 0!important;-webkit-box-shadow:none!important;box-shadow:none!important}a,a:visited{text-decoration:underline}a[href]:after{content:&quot; (&quot; attr(href) &quot;)&quot;}abbr[title]:after{content:&quot; (&quot; attr(title) &quot;)&quot;}a[href^=&quot;javascript:&quot;]:after,a[href^=&quot;#&quot;]:after{content:&quot;&quot;}blockquote,pre{border:1px solid #999;page-break-inside:avoid}thead{display:table-header-group}img,tr{page-break-inside:avoid}img{max-width:100%!important}h2,h3,p{orphans:3;widows:3}h2,h3{page-break-after:avoid}.navbar{display:none}.btn&gt;.caret,.dropup&gt;.btn&gt;.caret{border-top-color:#000!important}.label{border:1px solid #000}.table{border-collapse:collapse!important}.table td,.table th{background-color:#fff!important}.table-bordered td,.table-bordered th{border:1px solid #ddd!important}}@font-face{font-family:&#x27;Glyphicons Halflings&#x27;;src:url(../fonts/glyphicons-halflings-regular.eot);src:url(../fonts/glyphicons-halflings-regular.eot?#iefix) format(&#x27;embedded-opentype&#x27;),url(../fonts/glyphicons-halflings-regular.woff2) format(&#x27;woff2&#x27;),url(../fonts/glyphicons-halflings-regular.woff) format(&#x27;woff&#x27;),url(../fonts/glyphicons-halflings-regular.ttf) format(&#x27;truetype&#x27;),url(../fonts/glyphicons-halflings-regular.svg#glyphicons_halflingsregular) format(&#x27;svg&#x27;)}.glyphicon{position:relative;top:1px;display:inline-block;font-family:&#x27;Glyphicons Halflings&#x27;;font-style:normal;font-weight:400;line-height:1;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale}.glyphicon-asterisk:before{content:&quot;\\002a&quot;}.glyphicon-plus:before{content:&quot;\\002b&quot;}.glyphicon-eur:before,.glyphicon-euro:before{content:&quot;\\20ac&quot;}.glyphicon-minus:before{content:&quot;\\2212&quot;}.glyphicon-cloud:before{content:&quot;\\2601&quot;}.glyphicon-envelope:before{content:&quot;\\2709&quot;}.glyphicon-pencil:before{content:&quot;\\270f&quot;}.glyphicon-glass:before{content:&quot;\\e001&quot;}.glyphicon-music:before{content:&quot;\\e002&quot;}.glyphicon-search:before{content:&quot;\\e003&quot;}.glyphicon-heart:before{content:&quot;\\e005&quot;}.glyphicon-star:before{content:&quot;\\e006&quot;}.glyphicon-star-empty:before{content:&quot;\\e007&quot;}.glyphicon-user:before{content:&quot;\\e008&quot;}.glyphicon-film:before{content:&quot;\\e009&quot;}.glyphicon-th-large:before{content:&quot;\\e010&quot;}.glyphicon-th:before{content:&quot;\\e011&quot;}.glyphicon-th-list:before{content:&quot;\\e012&quot;}.glyphicon-ok:before{content:&quot;\\e013&quot;}.glyphicon-remove:before{content:&quot;\\e014&quot;}.glyphicon-zoom-in:before{content:&quot;\\e015&quot;}.glyphicon-zoom-out:before{content:&quot;\\e016&quot;}.glyphicon-off:before{content:&quot;\\e017&quot;}.glyphicon-signal:before{content:&quot;\\e018&quot;}.glyphicon-cog:before{content:&quot;\\e019&quot;}.glyphicon-trash:before{content:&quot;\\e020&quot;}.glyphicon-home:before{content:&quot;\\e021&quot;}.glyphicon-file:before{content:&quot;\\e022&quot;}.glyphicon-time:before{content:&quot;\\e023&quot;}.glyphicon-road:before{content:&quot;\\e024&quot;}.glyphicon-download-alt:before{content:&quot;\\e025&quot;}.glyphicon-download:before{content:&quot;\\e026&quot;}.glyphicon-upload:before{content:&quot;\\e027&quot;}.glyphicon-inbox:before{content:&quot;\\e028&quot;}.glyphicon-play-circle:before{content:&quot;\\e029&quot;}.glyphicon-repeat:before{content:&quot;\\e030&quot;}.glyphicon-refresh:before{content:&quot;\\e031&quot;}.glyphicon-list-alt:before{content:&quot;\\e032&quot;}.glyphicon-lock:before{content:&quot;\\e033&quot;}.glyphicon-flag:before{content:&quot;\\e034&quot;}.glyphicon-headphones:before{content:&quot;\\e035&quot;}.glyphicon-volume-off:before{content:&quot;\\e036&quot;}.glyphicon-volume-down:before{content:&quot;\\e037&quot;}.glyphicon-volume-up:before{content:&quot;\\e038&quot;}.glyphicon-qrcode:before{content:&quot;\\e039&quot;}.glyphicon-barcode:before{content:&quot;\\e040&quot;}.glyphicon-tag:before{content:&quot;\\e041&quot;}.glyphicon-tags:before{content:&quot;\\e042&quot;}.glyphicon-book:before{content:&quot;\\e043&quot;}.glyphicon-bookmark:before{content:&quot;\\e044&quot;}.glyphicon-print:before{content:&quot;\\e045&quot;}.glyphicon-camera:before{content:&quot;\\e046&quot;}.glyphicon-font:before{content:&quot;\\e047&quot;}.glyphicon-bold:before{content:&quot;\\e048&quot;}.glyphicon-italic:before{content:&quot;\\e049&quot;}.glyphicon-text-height:before{content:&quot;\\e050&quot;}.glyphicon-text-width:before{content:&quot;\\e051&quot;}.glyphicon-align-left:before{content:&quot;\\e052&quot;}.glyphicon-align-center:before{content:&quot;\\e053&quot;}.glyphicon-align-right:before{content:&quot;\\e054&quot;}.glyphicon-align-justify:before{content:&quot;\\e055&quot;}.glyphicon-list:before{content:&quot;\\e056&quot;}.glyphicon-indent-left:before{content:&quot;\\e057&quot;}.glyphicon-indent-right:before{content:&quot;\\e058&quot;}.glyphicon-facetime-video:before{content:&quot;\\e059&quot;}.glyphicon-picture:before{content:&quot;\\e060&quot;}.glyphicon-map-marker:before{content:&quot;\\e062&quot;}.glyphicon-adjust:before{content:&quot;\\e063&quot;}.glyphicon-tint:before{content:&quot;\\e064&quot;}.glyphicon-edit:before{content:&quot;\\e065&quot;}.glyphicon-share:before{content:&quot;\\e066&quot;}.glyphicon-check:before{content:&quot;\\e067&quot;}.glyphicon-move:before{content:&quot;\\e068&quot;}.glyphicon-step-backward:before{content:&quot;\\e069&quot;}.glyphicon-fast-backward:before{content:&quot;\\e070&quot;}.glyphicon-backward:before{content:&quot;\\e071&quot;}.glyphicon-play:before{content:&quot;\\e072&quot;}.glyphicon-pause:before{content:&quot;\\e073&quot;}.glyphicon-stop:before{content:&quot;\\e074&quot;}.glyphicon-forward:before{content:&quot;\\e075&quot;}.glyphicon-fast-forward:before{content:&quot;\\e076&quot;}.glyphicon-step-forward:before{content:&quot;\\e077&quot;}.glyphicon-eject:before{content:&quot;\\e078&quot;}.glyphicon-chevron-left:before{content:&quot;\\e079&quot;}.glyphicon-chevron-right:before{content:&quot;\\e080&quot;}.glyphicon-plus-sign:before{content:&quot;\\e081&quot;}.glyphicon-minus-sign:before{content:&quot;\\e082&quot;}.glyphicon-remove-sign:before{content:&quot;\\e083&quot;}.glyphicon-ok-sign:before{content:&quot;\\e084&quot;}.glyphicon-question-sign:before{content:&quot;\\e085&quot;}.glyphicon-info-sign:before{content:&quot;\\e086&quot;}.glyphicon-screenshot:before{content:&quot;\\e087&quot;}.glyphicon-remove-circle:before{content:&quot;\\e088&quot;}.glyphicon-ok-circle:before{content:&quot;\\e089&quot;}.glyphicon-ban-circle:before{content:&quot;\\e090&quot;}.glyphicon-arrow-left:before{content:&quot;\\e091&quot;}.glyphicon-arrow-right:before{content:&quot;\\e092&quot;}.glyphicon-arrow-up:before{content:&quot;\\e093&quot;}.glyphicon-arrow-down:before{content:&quot;\\e094&quot;}.glyphicon-share-alt:before{content:&quot;\\e095&quot;}.glyphicon-resize-full:before{content:&quot;\\e096&quot;}.glyphicon-resize-small:before{content:&quot;\\e097&quot;}.glyphicon-exclamation-sign:before{content:&quot;\\e101&quot;}.glyphicon-gift:before{content:&quot;\\e102&quot;}.glyphicon-leaf:before{content:&quot;\\e103&quot;}.glyphicon-fire:before{content:&quot;\\e104&quot;}.glyphicon-eye-open:before{content:&quot;\\e105&quot;}.glyphicon-eye-close:before{content:&quot;\\e106&quot;}.glyphicon-warning-sign:before{content:&quot;\\e107&quot;}.glyphicon-plane:before{content:&quot;\\e108&quot;}.glyphicon-calendar:before{content:&quot;\\e109&quot;}.glyphicon-random:before{content:&quot;\\e110&quot;}.glyphicon-comment:before{content:&quot;\\e111&quot;}.glyphicon-magnet:before{content:&quot;\\e112&quot;}.glyphicon-chevron-up:before{content:&quot;\\e113&quot;}.glyphicon-chevron-down:before{content:&quot;\\e114&quot;}.glyphicon-retweet:before{content:&quot;\\e115&quot;}.glyphicon-shopping-cart:before{content:&quot;\\e116&quot;}.glyphicon-folder-close:before{content:&quot;\\e117&quot;}.glyphicon-folder-open:before{content:&quot;\\e118&quot;}.glyphicon-resize-vertical:before{content:&quot;\\e119&quot;}.glyphicon-resize-horizontal:before{content:&quot;\\e120&quot;}.glyphicon-hdd:before{content:&quot;\\e121&quot;}.glyphicon-bullhorn:before{content:&quot;\\e122&quot;}.glyphicon-bell:before{content:&quot;\\e123&quot;}.glyphicon-certificate:before{content:&quot;\\e124&quot;}.glyphicon-thumbs-up:before{content:&quot;\\e125&quot;}.glyphicon-thumbs-down:before{content:&quot;\\e126&quot;}.glyphicon-hand-right:before{content:&quot;\\e127&quot;}.glyphicon-hand-left:before{content:&quot;\\e128&quot;}.glyphicon-hand-up:before{content:&quot;\\e129&quot;}.glyphicon-hand-down:before{content:&quot;\\e130&quot;}.glyphicon-circle-arrow-right:before{content:&quot;\\e131&quot;}.glyphicon-circle-arrow-left:before{content:&quot;\\e132&quot;}.glyphicon-circle-arrow-up:before{content:&quot;\\e133&quot;}.glyphicon-circle-arrow-down:before{content:&quot;\\e134&quot;}.glyphicon-globe:before{content:&quot;\\e135&quot;}.glyphicon-wrench:before{content:&quot;\\e136&quot;}.glyphicon-tasks:before{content:&quot;\\e137&quot;}.glyphicon-filter:before{content:&quot;\\e138&quot;}.glyphicon-briefcase:before{content:&quot;\\e139&quot;}.glyphicon-fullscreen:before{content:&quot;\\e140&quot;}.glyphicon-dashboard:before{content:&quot;\\e141&quot;}.glyphicon-paperclip:before{content:&quot;\\e142&quot;}.glyphicon-heart-empty:before{content:&quot;\\e143&quot;}.glyphicon-link:before{content:&quot;\\e144&quot;}.glyphicon-phone:before{content:&quot;\\e145&quot;}.glyphicon-pushpin:before{content:&quot;\\e146&quot;}.glyphicon-usd:before{content:&quot;\\e148&quot;}.glyphicon-gbp:before{content:&quot;\\e149&quot;}.glyphicon-sort:before{content:&quot;\\e150&quot;}.glyphicon-sort-by-alphabet:before{content:&quot;\\e151&quot;}.glyphicon-sort-by-alphabet-alt:before{content:&quot;\\e152&quot;}.glyphicon-sort-by-order:before{content:&quot;\\e153&quot;}.glyphicon-sort-by-order-alt:before{content:&quot;\\e154&quot;}.glyphicon-sort-by-attributes:before{content:&quot;\\e155&quot;}.glyphicon-sort-by-attributes-alt:before{content:&quot;\\e156&quot;}.glyphicon-unchecked:before{content:&quot;\\e157&quot;}.glyphicon-expand:before{content:&quot;\\e158&quot;}.glyphicon-collapse-down:before{content:&quot;\\e159&quot;}.glyphicon-collapse-up:before{content:&quot;\\e160&quot;}.glyphicon-log-in:before{content:&quot;\\e161&quot;}.glyphicon-flash:before{content:&quot;\\e162&quot;}.glyphicon-log-out:before{content:&quot;\\e163&quot;}.glyphicon-new-window:before{content:&quot;\\e164&quot;}.glyphicon-record:before{content:&quot;\\e165&quot;}.glyphicon-save:before{content:&quot;\\e166&quot;}.glyphicon-open:before{content:&quot;\\e167&quot;}.glyphicon-saved:before{content:&quot;\\e168&quot;}.glyphicon-import:before{content:&quot;\\e169&quot;}.glyphicon-export:before{content:&quot;\\e170&quot;}.glyphicon-send:before{content:&quot;\\e171&quot;}.glyphicon-floppy-disk:before{content:&quot;\\e172&quot;}.glyphicon-floppy-saved:before{content:&quot;\\e173&quot;}.glyphicon-floppy-remove:before{content:&quot;\\e174&quot;}.glyphicon-floppy-save:before{content:&quot;\\e175&quot;}.glyphicon-floppy-open:before{content:&quot;\\e176&quot;}.glyphicon-credit-card:before{content:&quot;\\e177&quot;}.glyphicon-transfer:before{content:&quot;\\e178&quot;}.glyphicon-cutlery:before{content:&quot;\\e179&quot;}.glyphicon-header:before{content:&quot;\\e180&quot;}.glyphicon-compressed:before{content:&quot;\\e181&quot;}.glyphicon-earphone:before{content:&quot;\\e182&quot;}.glyphicon-phone-alt:before{content:&quot;\\e183&quot;}.glyphicon-tower:before{content:&quot;\\e184&quot;}.glyphicon-stats:before{content:&quot;\\e185&quot;}.glyphicon-sd-video:before{content:&quot;\\e186&quot;}.glyphicon-hd-video:before{content:&quot;\\e187&quot;}.glyphicon-subtitles:before{content:&quot;\\e188&quot;}.glyphicon-sound-stereo:before{content:&quot;\\e189&quot;}.glyphicon-sound-dolby:before{content:&quot;\\e190&quot;}.glyphicon-sound-5-1:before{content:&quot;\\e191&quot;}.glyphicon-sound-6-1:before{content:&quot;\\e192&quot;}.glyphicon-sound-7-1:before{content:&quot;\\e193&quot;}.glyphicon-copyright-mark:before{content:&quot;\\e194&quot;}.glyphicon-registration-mark:before{content:&quot;\\e195&quot;}.glyphicon-cloud-download:before{content:&quot;\\e197&quot;}.glyphicon-cloud-upload:before{content:&quot;\\e198&quot;}.glyphicon-tree-conifer:before{content:&quot;\\e199&quot;}.glyphicon-tree-deciduous:before{content:&quot;\\e200&quot;}.glyphicon-cd:before{content:&quot;\\e201&quot;}.glyphicon-save-file:before{content:&quot;\\e202&quot;}.glyphicon-open-file:before{content:&quot;\\e203&quot;}.glyphicon-level-up:before{content:&quot;\\e204&quot;}.glyphicon-copy:before{content:&quot;\\e205&quot;}.glyphicon-paste:before{content:&quot;\\e206&quot;}.glyphicon-alert:before{content:&quot;\\e209&quot;}.glyphicon-equalizer:before{content:&quot;\\e210&quot;}.glyphicon-king:before{content:&quot;\\e211&quot;}.glyphicon-queen:before{content:&quot;\\e212&quot;}.glyphicon-pawn:before{content:&quot;\\e213&quot;}.glyphicon-bishop:before{content:&quot;\\e214&quot;}.glyphicon-knight:before{content:&quot;\\e215&quot;}.glyphicon-baby-formula:before{content:&quot;\\e216&quot;}.glyphicon-tent:before{content:&quot;\\26fa&quot;}.glyphicon-blackboard:before{content:&quot;\\e218&quot;}.glyphicon-bed:before{content:&quot;\\e219&quot;}.glyphicon-apple:before{content:&quot;\\f8ff&quot;}.glyphicon-erase:before{content:&quot;\\e221&quot;}.glyphicon-hourglass:before{content:&quot;\\231b&quot;}.glyphicon-lamp:before{content:&quot;\\e223&quot;}.glyphicon-duplicate:before{content:&quot;\\e224&quot;}.glyphicon-piggy-bank:before{content:&quot;\\e225&quot;}.glyphicon-scissors:before{content:&quot;\\e226&quot;}.glyphicon-bitcoin:before{content:&quot;\\e227&quot;}.glyphicon-btc:before{content:&quot;\\e227&quot;}.glyphicon-xbt:before{content:&quot;\\e227&quot;}.glyphicon-yen:before{content:&quot;\\00a5&quot;}.glyphicon-jpy:before{content:&quot;\\00a5&quot;}.glyphicon-ruble:before{content:&quot;\\20bd&quot;}.glyphicon-rub:before{content:&quot;\\20bd&quot;}.glyphicon-scale:before{content:&quot;\\e230&quot;}.glyphicon-ice-lolly:before{content:&quot;\\e231&quot;}.glyphicon-ice-lolly-tasted:before{content:&quot;\\e232&quot;}.glyphicon-education:before{content:&quot;\\e233&quot;}.glyphicon-option-horizontal:before{content:&quot;\\e234&quot;}.glyphicon-option-vertical:before{content:&quot;\\e235&quot;}.glyphicon-menu-hamburger:before{content:&quot;\\e236&quot;}.glyphicon-modal-window:before{content:&quot;\\e237&quot;}.glyphicon-oil:before{content:&quot;\\e238&quot;}.glyphicon-grain:before{content:&quot;\\e239&quot;}.glyphicon-sunglasses:before{content:&quot;\\e240&quot;}.glyphicon-text-size:before{content:&quot;\\e241&quot;}.glyphicon-text-color:before{content:&quot;\\e242&quot;}.glyphicon-text-background:before{content:&quot;\\e243&quot;}.glyphicon-object-align-top:before{content:&quot;\\e244&quot;}.glyphicon-object-align-bottom:before{content:&quot;\\e245&quot;}.glyphicon-object-align-horizontal:before{content:&quot;\\e246&quot;}.glyphicon-object-align-left:before{content:&quot;\\e247&quot;}.glyphicon-object-align-vertical:before{content:&quot;\\e248&quot;}.glyphicon-object-align-right:before{content:&quot;\\e249&quot;}.glyphicon-triangle-right:before{content:&quot;\\e250&quot;}.glyphicon-triangle-left:before{content:&quot;\\e251&quot;}.glyphicon-triangle-bottom:before{content:&quot;\\e252&quot;}.glyphicon-triangle-top:before{content:&quot;\\e253&quot;}.glyphicon-console:before{content:&quot;\\e254&quot;}.glyphicon-superscript:before{content:&quot;\\e255&quot;}.glyphicon-subscript:before{content:&quot;\\e256&quot;}.glyphicon-menu-left:before{content:&quot;\\e257&quot;}.glyphicon-menu-right:before{content:&quot;\\e258&quot;}.glyphicon-menu-down:before{content:&quot;\\e259&quot;}.glyphicon-menu-up:before{content:&quot;\\e260&quot;}*{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}:after,:before{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}html{font-size:10px;-webkit-tap-highlight-color:rgba(0,0,0,0)}body{font-family:&quot;Helvetica Neue&quot;,Helvetica,Arial,sans-serif;font-size:14px;line-height:1.42857143;color:#333;background-color:#fff}button,input,select,textarea{font-family:inherit;font-size:inherit;line-height:inherit}a{color:#337ab7;text-decoration:none}a:focus,a:hover{color:#23527c;text-decoration:underline}a:focus{outline:5px auto -webkit-focus-ring-color;outline-offset:-2px}figure{margin:0}img{vertical-align:middle}.carousel-inner&gt;.item&gt;a&gt;img,.carousel-inner&gt;.item&gt;img,.img-responsive,.thumbnail a&gt;img,.thumbnail&gt;img{display:block;max-width:100%;height:auto}.img-rounded{border-radius:6px}.img-thumbnail{display:inline-block;max-width:100%;height:auto;padding:4px;line-height:1.42857143;background-color:#fff;border:1px solid #ddd;border-radius:4px;-webkit-transition:all .2s ease-in-out;-o-transition:all .2s ease-in-out;transition:all .2s ease-in-out}.img-circle{border-radius:50%}hr{margin-top:20px;margin-bottom:20px;border:0;border-top:1px solid #eee}.sr-only{position:absolute;width:1px;height:1px;padding:0;margin:-1px;overflow:hidden;clip:rect(0,0,0,0);border:0}.sr-only-focusable:active,.sr-only-focusable:focus{position:static;width:auto;height:auto;margin:0;overflow:visible;clip:auto}[role=button]{cursor:pointer}.h1,.h2,.h3,.h4,.h5,.h6,h1,h2,h3,h4,h5,h6{font-family:inherit;font-weight:500;line-height:1.1;color:inherit}.h1 .small,.h1 small,.h2 .small,.h2 small,.h3 .small,.h3 small,.h4 .small,.h4 small,.h5 .small,.h5 small,.h6 .small,.h6 small,h1 .small,h1 small,h2 .small,h2 small,h3 .small,h3 small,h4 .small,h4 small,h5 .small,h5 small,h6 .small,h6 small{font-weight:400;line-height:1;color:#777}.h1,.h2,.h3,h1,h2,h3{margin-top:20px;margin-bottom:10px}.h1 .small,.h1 small,.h2 .small,.h2 small,.h3 .small,.h3 small,h1 .small,h1 small,h2 .small,h2 small,h3 .small,h3 small{font-size:65%}.h4,.h5,.h6,h4,h5,h6{margin-top:10px;margin-bottom:10px}.h4 .small,.h4 small,.h5 .small,.h5 small,.h6 .small,.h6 small,h4 .small,h4 small,h5 .small,h5 small,h6 .small,h6 small{font-size:75%}.h1,h1{font-size:36px}.h2,h2{font-size:30px}.h3,h3{font-size:24px}.h4,h4{font-size:18px}.h5,h5{font-size:14px}.h6,h6{font-size:12px}p{margin:0 0 10px}.lead{margin-bottom:20px;font-size:16px;font-weight:300;line-height:1.4}@media (min-width:768px){.lead{font-size:21px}}.small,small{font-size:85%}.mark,mark{padding:.2em;background-color:#fcf8e3}.text-left{text-align:left}.text-right{text-align:right}.text-center{text-align:center}.text-justify{text-align:justify}.text-nowrap{white-space:nowrap}.text-lowercase{text-transform:lowercase}.text-uppercase{text-transform:uppercase}.text-capitalize{text-transform:capitalize}.text-muted{color:#777}.text-primary{color:#337ab7}a.text-primary:focus,a.text-primary:hover{color:#286090}.text-success{color:#3c763d}a.text-success:focus,a.text-success:hover{color:#2b542c}.text-info{color:#31708f}a.text-info:focus,a.text-info:hover{color:#245269}.text-warning{color:#8a6d3b}a.text-warning:focus,a.text-warning:hover{color:#66512c}.text-danger{color:#a94442}a.text-danger:focus,a.text-danger:hover{color:#843534}.bg-primary{color:#fff;background-color:#337ab7}a.bg-primary:focus,a.bg-primary:hover{background-color:#286090}.bg-success{background-color:#dff0d8}a.bg-success:focus,a.bg-success:hover{background-color:#c1e2b3}.bg-info{background-color:#d9edf7}a.bg-info:focus,a.bg-info:hover{background-color:#afd9ee}.bg-warning{background-color:#fcf8e3}a.bg-warning:focus,a.bg-warning:hover{background-color:#f7ecb5}.bg-danger{background-color:#f2dede}a.bg-danger:focus,a.bg-danger:hover{background-color:#e4b9b9}.page-header{padding-bottom:9px;margin:40px 0 20px;border-bottom:1px solid #eee}ol,ul{margin-top:0;margin-bottom:10px}ol ol,ol ul,ul ol,ul ul{margin-bottom:0}.list-unstyled{padding-left:0;list-style:none}.list-inline{padding-left:0;margin-left:-5px;list-style:none}.list-inline&gt;li{display:inline-block;padding-right:5px;padding-left:5px}dl{margin-top:0;margin-bottom:20px}dd,dt{line-height:1.42857143}dt{font-weight:700}dd{margin-left:0}@media (min-width:768px){.dl-horizontal dt{float:left;width:160px;overflow:hidden;clear:left;text-align:right;text-overflow:ellipsis;white-space:nowrap}.dl-horizontal dd{margin-left:180px}}abbr[data-original-title],abbr[title]{cursor:help;border-bottom:1px dotted #777}.initialism{font-size:90%;text-transform:uppercase}blockquote{padding:10px 20px;margin:0 0 20px;font-size:17.5px;border-left:5px solid #eee}blockquote ol:last-child,blockquote p:last-child,blockquote ul:last-child{margin-bottom:0}blockquote .small,blockquote footer,blockquote small{display:block;font-size:80%;line-height:1.42857143;color:#777}blockquote .small:before,blockquote footer:before,blockquote small:before{content:&#x27;\\2014 \\00A0&#x27;}.blockquote-reverse,blockquote.pull-right{padding-right:15px;padding-left:0;text-align:right;border-right:5px solid #eee;border-left:0}.blockquote-reverse .small:before,.blockquote-reverse footer:before,.blockquote-reverse small:before,blockquote.pull-right .small:before,blockquote.pull-right footer:before,blockquote.pull-right small:before{content:&#x27;&#x27;}.blockquote-reverse .small:after,.blockquote-reverse footer:after,.blockquote-reverse small:after,blockquote.pull-right .small:after,blockquote.pull-right footer:after,blockquote.pull-right small:after{content:&#x27;\\00A0 \\2014&#x27;}address{margin-bottom:20px;font-style:normal;line-height:1.42857143}code,kbd,pre,samp{font-family:Menlo,Monaco,Consolas,&quot;Courier New&quot;,monospace}code{padding:2px 4px;font-size:90%;color:#c7254e;background-color:#f9f2f4;border-radius:4px}kbd{padding:2px 4px;font-size:90%;color:#fff;background-color:#333;border-radius:3px;-webkit-box-shadow:inset 0 -1px 0 rgba(0,0,0,.25);box-shadow:inset 0 -1px 0 rgba(0,0,0,.25)}kbd kbd{padding:0;font-size:100%;font-weight:700;-webkit-box-shadow:none;box-shadow:none}pre{display:block;padding:9.5px;margin:0 0 10px;font-size:13px;line-height:1.42857143;color:#333;word-break:break-all;word-wrap:break-word;background-color:#f5f5f5;border:1px solid #ccc;border-radius:4px}pre code{padding:0;font-size:inherit;color:inherit;white-space:pre-wrap;background-color:transparent;border-radius:0}.pre-scrollable{max-height:340px;overflow-y:scroll}.container{padding-right:15px;padding-left:15px;margin-right:auto;margin-left:auto}@media (min-width:768px){.container{width:750px}}@media (min-width:992px){.container{width:970px}}@media (min-width:1200px){.container{width:1170px}}.container-fluid{padding-right:15px;padding-left:15px;margin-right:auto;margin-left:auto}.row{margin-right:-15px;margin-left:-15px}.col-lg-1,.col-lg-10,.col-lg-11,.col-lg-12,.col-lg-2,.col-lg-3,.col-lg-4,.col-lg-5,.col-lg-6,.col-lg-7,.col-lg-8,.col-lg-9,.col-md-1,.col-md-10,.col-md-11,.col-md-12,.col-md-2,.col-md-3,.col-md-4,.col-md-5,.col-md-6,.col-md-7,.col-md-8,.col-md-9,.col-sm-1,.col-sm-10,.col-sm-11,.col-sm-12,.col-sm-2,.col-sm-3,.col-sm-4,.col-sm-5,.col-sm-6,.col-sm-7,.col-sm-8,.col-sm-9,.col-xs-1,.col-xs-10,.col-xs-11,.col-xs-12,.col-xs-2,.col-xs-3,.col-xs-4,.col-xs-5,.col-xs-6,.col-xs-7,.col-xs-8,.col-xs-9{position:relative;min-height:1px;padding-right:15px;padding-left:15px}.col-xs-1,.col-xs-10,.col-xs-11,.col-xs-12,.col-xs-2,.col-xs-3,.col-xs-4,.col-xs-5,.col-xs-6,.col-xs-7,.col-xs-8,.col-xs-9{float:left}.col-xs-12{width:100%}.col-xs-11{width:91.66666667%}.col-xs-10{width:83.33333333%}.col-xs-9{width:75%}.col-xs-8{width:66.66666667%}.col-xs-7{width:58.33333333%}.col-xs-6{width:50%}.col-xs-5{width:41.66666667%}.col-xs-4{width:33.33333333%}.col-xs-3{width:25%}.col-xs-2{width:16.66666667%}.col-xs-1{width:8.33333333%}.col-xs-pull-12{right:100%}.col-xs-pull-11{right:91.66666667%}.col-xs-pull-10{right:83.33333333%}.col-xs-pull-9{right:75%}.col-xs-pull-8{right:66.66666667%}.col-xs-pull-7{right:58.33333333%}.col-xs-pull-6{right:50%}.col-xs-pull-5{right:41.66666667%}.col-xs-pull-4{right:33.33333333%}.col-xs-pull-3{right:25%}.col-xs-pull-2{right:16.66666667%}.col-xs-pull-1{right:8.33333333%}.col-xs-pull-0{right:auto}.col-xs-push-12{left:100%}.col-xs-push-11{left:91.66666667%}.col-xs-push-10{left:83.33333333%}.col-xs-push-9{left:75%}.col-xs-push-8{left:66.66666667%}.col-xs-push-7{left:58.33333333%}.col-xs-push-6{left:50%}.col-xs-push-5{left:41.66666667%}.col-xs-push-4{left:33.33333333%}.col-xs-push-3{left:25%}.col-xs-push-2{left:16.66666667%}.col-xs-push-1{left:8.33333333%}.col-xs-push-0{left:auto}.col-xs-offset-12{margin-left:100%}.col-xs-offset-11{margin-left:91.66666667%}.col-xs-offset-10{margin-left:83.33333333%}.col-xs-offset-9{margin-left:75%}.col-xs-offset-8{margin-left:66.66666667%}.col-xs-offset-7{margin-left:58.33333333%}.col-xs-offset-6{margin-left:50%}.col-xs-offset-5{margin-left:41.66666667%}.col-xs-offset-4{margin-left:33.33333333%}.col-xs-offset-3{margin-left:25%}.col-xs-offset-2{margin-left:16.66666667%}.col-xs-offset-1{margin-left:8.33333333%}.col-xs-offset-0{margin-left:0}@media (min-width:768px){.col-sm-1,.col-sm-10,.col-sm-11,.col-sm-12,.col-sm-2,.col-sm-3,.col-sm-4,.col-sm-5,.col-sm-6,.col-sm-7,.col-sm-8,.col-sm-9{float:left}.col-sm-12{width:100%}.col-sm-11{width:91.66666667%}.col-sm-10{width:83.33333333%}.col-sm-9{width:75%}.col-sm-8{width:66.66666667%}.col-sm-7{width:58.33333333%}.col-sm-6{width:50%}.col-sm-5{width:41.66666667%}.col-sm-4{width:33.33333333%}.col-sm-3{width:25%}.col-sm-2{width:16.66666667%}.col-sm-1{width:8.33333333%}.col-sm-pull-12{right:100%}.col-sm-pull-11{right:91.66666667%}.col-sm-pull-10{right:83.33333333%}.col-sm-pull-9{right:75%}.col-sm-pull-8{right:66.66666667%}.col-sm-pull-7{right:58.33333333%}.col-sm-pull-6{right:50%}.col-sm-pull-5{right:41.66666667%}.col-sm-pull-4{right:33.33333333%}.col-sm-pull-3{right:25%}.col-sm-pull-2{right:16.66666667%}.col-sm-pull-1{right:8.33333333%}.col-sm-pull-0{right:auto}.col-sm-push-12{left:100%}.col-sm-push-11{left:91.66666667%}.col-sm-push-10{left:83.33333333%}.col-sm-push-9{left:75%}.col-sm-push-8{left:66.66666667%}.col-sm-push-7{left:58.33333333%}.col-sm-push-6{left:50%}.col-sm-push-5{left:41.66666667%}.col-sm-push-4{left:33.33333333%}.col-sm-push-3{left:25%}.col-sm-push-2{left:16.66666667%}.col-sm-push-1{left:8.33333333%}.col-sm-push-0{left:auto}.col-sm-offset-12{margin-left:100%}.col-sm-offset-11{margin-left:91.66666667%}.col-sm-offset-10{margin-left:83.33333333%}.col-sm-offset-9{margin-left:75%}.col-sm-offset-8{margin-left:66.66666667%}.col-sm-offset-7{margin-left:58.33333333%}.col-sm-offset-6{margin-left:50%}.col-sm-offset-5{margin-left:41.66666667%}.col-sm-offset-4{margin-left:33.33333333%}.col-sm-offset-3{margin-left:25%}.col-sm-offset-2{margin-left:16.66666667%}.col-sm-offset-1{margin-left:8.33333333%}.col-sm-offset-0{margin-left:0}}@media (min-width:992px){.col-md-1,.col-md-10,.col-md-11,.col-md-12,.col-md-2,.col-md-3,.col-md-4,.col-md-5,.col-md-6,.col-md-7,.col-md-8,.col-md-9{float:left}.col-md-12{width:100%}.col-md-11{width:91.66666667%}.col-md-10{width:83.33333333%}.col-md-9{width:75%}.col-md-8{width:66.66666667%}.col-md-7{width:58.33333333%}.col-md-6{width:50%}.col-md-5{width:41.66666667%}.col-md-4{width:33.33333333%}.col-md-3{width:25%}.col-md-2{width:16.66666667%}.col-md-1{width:8.33333333%}.col-md-pull-12{right:100%}.col-md-pull-11{right:91.66666667%}.col-md-pull-10{right:83.33333333%}.col-md-pull-9{right:75%}.col-md-pull-8{right:66.66666667%}.col-md-pull-7{right:58.33333333%}.col-md-pull-6{right:50%}.col-md-pull-5{right:41.66666667%}.col-md-pull-4{right:33.33333333%}.col-md-pull-3{right:25%}.col-md-pull-2{right:16.66666667%}.col-md-pull-1{right:8.33333333%}.col-md-pull-0{right:auto}.col-md-push-12{left:100%}.col-md-push-11{left:91.66666667%}.col-md-push-10{left:83.33333333%}.col-md-push-9{left:75%}.col-md-push-8{left:66.66666667%}.col-md-push-7{left:58.33333333%}.col-md-push-6{left:50%}.col-md-push-5{left:41.66666667%}.col-md-push-4{left:33.33333333%}.col-md-push-3{left:25%}.col-md-push-2{left:16.66666667%}.col-md-push-1{left:8.33333333%}.col-md-push-0{left:auto}.col-md-offset-12{margin-left:100%}.col-md-offset-11{margin-left:91.66666667%}.col-md-offset-10{margin-left:83.33333333%}.col-md-offset-9{margin-left:75%}.col-md-offset-8{margin-left:66.66666667%}.col-md-offset-7{margin-left:58.33333333%}.col-md-offset-6{margin-left:50%}.col-md-offset-5{margin-left:41.66666667%}.col-md-offset-4{margin-left:33.33333333%}.col-md-offset-3{margin-left:25%}.col-md-offset-2{margin-left:16.66666667%}.col-md-offset-1{margin-left:8.33333333%}.col-md-offset-0{margin-left:0}}@media (min-width:1200px){.col-lg-1,.col-lg-10,.col-lg-11,.col-lg-12,.col-lg-2,.col-lg-3,.col-lg-4,.col-lg-5,.col-lg-6,.col-lg-7,.col-lg-8,.col-lg-9{float:left}.col-lg-12{width:100%}.col-lg-11{width:91.66666667%}.col-lg-10{width:83.33333333%}.col-lg-9{width:75%}.col-lg-8{width:66.66666667%}.col-lg-7{width:58.33333333%}.col-lg-6{width:50%}.col-lg-5{width:41.66666667%}.col-lg-4{width:33.33333333%}.col-lg-3{width:25%}.col-lg-2{width:16.66666667%}.col-lg-1{width:8.33333333%}.col-lg-pull-12{right:100%}.col-lg-pull-11{right:91.66666667%}.col-lg-pull-10{right:83.33333333%}.col-lg-pull-9{right:75%}.col-lg-pull-8{right:66.66666667%}.col-lg-pull-7{right:58.33333333%}.col-lg-pull-6{right:50%}.col-lg-pull-5{right:41.66666667%}.col-lg-pull-4{right:33.33333333%}.col-lg-pull-3{right:25%}.col-lg-pull-2{right:16.66666667%}.col-lg-pull-1{right:8.33333333%}.col-lg-pull-0{right:auto}.col-lg-push-12{left:100%}.col-lg-push-11{left:91.66666667%}.col-lg-push-10{left:83.33333333%}.col-lg-push-9{left:75%}.col-lg-push-8{left:66.66666667%}.col-lg-push-7{left:58.33333333%}.col-lg-push-6{left:50%}.col-lg-push-5{left:41.66666667%}.col-lg-push-4{left:33.33333333%}.col-lg-push-3{left:25%}.col-lg-push-2{left:16.66666667%}.col-lg-push-1{left:8.33333333%}.col-lg-push-0{left:auto}.col-lg-offset-12{margin-left:100%}.col-lg-offset-11{margin-left:91.66666667%}.col-lg-offset-10{margin-left:83.33333333%}.col-lg-offset-9{margin-left:75%}.col-lg-offset-8{margin-left:66.66666667%}.col-lg-offset-7{margin-left:58.33333333%}.col-lg-offset-6{margin-left:50%}.col-lg-offset-5{margin-left:41.66666667%}.col-lg-offset-4{margin-left:33.33333333%}.col-lg-offset-3{margin-left:25%}.col-lg-offset-2{margin-left:16.66666667%}.col-lg-offset-1{margin-left:8.33333333%}.col-lg-offset-0{margin-left:0}}table{background-color:transparent}caption{padding-top:8px;padding-bottom:8px;color:#777;text-align:left}th{text-align:left}.table{width:100%;max-width:100%;margin-bottom:20px}.table&gt;tbody&gt;tr&gt;td,.table&gt;tbody&gt;tr&gt;th,.table&gt;tfoot&gt;tr&gt;td,.table&gt;tfoot&gt;tr&gt;th,.table&gt;thead&gt;tr&gt;td,.table&gt;thead&gt;tr&gt;th{padding:8px;line-height:1.42857143;vertical-align:top;border-top:1px solid #ddd}.table&gt;thead&gt;tr&gt;th{vertical-align:bottom;border-bottom:2px solid #ddd}.table&gt;caption+thead&gt;tr:first-child&gt;td,.table&gt;caption+thead&gt;tr:first-child&gt;th,.table&gt;colgroup+thead&gt;tr:first-child&gt;td,.table&gt;colgroup+thead&gt;tr:first-child&gt;th,.table&gt;thead:first-child&gt;tr:first-child&gt;td,.table&gt;thead:first-child&gt;tr:first-child&gt;th{border-top:0}.table&gt;tbody+tbody{border-top:2px solid #ddd}.table .table{background-color:#fff}.table-condensed&gt;tbody&gt;tr&gt;td,.table-condensed&gt;tbody&gt;tr&gt;th,.table-condensed&gt;tfoot&gt;tr&gt;td,.table-condensed&gt;tfoot&gt;tr&gt;th,.table-condensed&gt;thead&gt;tr&gt;td,.table-condensed&gt;thead&gt;tr&gt;th{padding:5px}.table-bordered{border:1px solid #ddd}.table-bordered&gt;tbody&gt;tr&gt;td,.table-bordered&gt;tbody&gt;tr&gt;th,.table-bordered&gt;tfoot&gt;tr&gt;td,.table-bordered&gt;tfoot&gt;tr&gt;th,.table-bordered&gt;thead&gt;tr&gt;td,.table-bordered&gt;thead&gt;tr&gt;th{border:1px solid #ddd}.table-bordered&gt;thead&gt;tr&gt;td,.table-bordered&gt;thead&gt;tr&gt;th{border-bottom-width:2px}.table-striped&gt;tbody&gt;tr:nth-of-type(odd){background-color:#f9f9f9}.table-hover&gt;tbody&gt;tr:hover{background-color:#f5f5f5}table col[class*=col-]{position:static;display:table-column;float:none}table td[class*=col-],table th[class*=col-]{position:static;display:table-cell;float:none}.table&gt;tbody&gt;tr.active&gt;td,.table&gt;tbody&gt;tr.active&gt;th,.table&gt;tbody&gt;tr&gt;td.active,.table&gt;tbody&gt;tr&gt;th.active,.table&gt;tfoot&gt;tr.active&gt;td,.table&gt;tfoot&gt;tr.active&gt;th,.table&gt;tfoot&gt;tr&gt;td.active,.table&gt;tfoot&gt;tr&gt;th.active,.table&gt;thead&gt;tr.active&gt;td,.table&gt;thead&gt;tr.active&gt;th,.table&gt;thead&gt;tr&gt;td.active,.table&gt;thead&gt;tr&gt;th.active{background-color:#f5f5f5}.table-hover&gt;tbody&gt;tr.active:hover&gt;td,.table-hover&gt;tbody&gt;tr.active:hover&gt;th,.table-hover&gt;tbody&gt;tr:hover&gt;.active,.table-hover&gt;tbody&gt;tr&gt;td.active:hover,.table-hover&gt;tbody&gt;tr&gt;th.active:hover{background-color:#e8e8e8}.table&gt;tbody&gt;tr.success&gt;td,.table&gt;tbody&gt;tr.success&gt;th,.table&gt;tbody&gt;tr&gt;td.success,.table&gt;tbody&gt;tr&gt;th.success,.table&gt;tfoot&gt;tr.success&gt;td,.table&gt;tfoot&gt;tr.success&gt;th,.table&gt;tfoot&gt;tr&gt;td.success,.table&gt;tfoot&gt;tr&gt;th.success,.table&gt;thead&gt;tr.success&gt;td,.table&gt;thead&gt;tr.success&gt;th,.table&gt;thead&gt;tr&gt;td.success,.table&gt;thead&gt;tr&gt;th.success{background-color:#dff0d8}.table-hover&gt;tbody&gt;tr.success:hover&gt;td,.table-hover&gt;tbody&gt;tr.success:hover&gt;th,.table-hover&gt;tbody&gt;tr:hover&gt;.success,.table-hover&gt;tbody&gt;tr&gt;td.success:hover,.table-hover&gt;tbody&gt;tr&gt;th.success:hover{background-color:#d0e9c6}.table&gt;tbody&gt;tr.info&gt;td,.table&gt;tbody&gt;tr.info&gt;th,.table&gt;tbody&gt;tr&gt;td.info,.table&gt;tbody&gt;tr&gt;th.info,.table&gt;tfoot&gt;tr.info&gt;td,.table&gt;tfoot&gt;tr.info&gt;th,.table&gt;tfoot&gt;tr&gt;td.info,.table&gt;tfoot&gt;tr&gt;th.info,.table&gt;thead&gt;tr.info&gt;td,.table&gt;thead&gt;tr.info&gt;th,.table&gt;thead&gt;tr&gt;td.info,.table&gt;thead&gt;tr&gt;th.info{background-color:#d9edf7}.table-hover&gt;tbody&gt;tr.info:hover&gt;td,.table-hover&gt;tbody&gt;tr.info:hover&gt;th,.table-hover&gt;tbody&gt;tr:hover&gt;.info,.table-hover&gt;tbody&gt;tr&gt;td.info:hover,.table-hover&gt;tbody&gt;tr&gt;th.info:hover{background-color:#c4e3f3}.table&gt;tbody&gt;tr.warning&gt;td,.table&gt;tbody&gt;tr.warning&gt;th,.table&gt;tbody&gt;tr&gt;td.warning,.table&gt;tbody&gt;tr&gt;th.warning,.table&gt;tfoot&gt;tr.warning&gt;td,.table&gt;tfoot&gt;tr.warning&gt;th,.table&gt;tfoot&gt;tr&gt;td.warning,.table&gt;tfoot&gt;tr&gt;th.warning,.table&gt;thead&gt;tr.warning&gt;td,.table&gt;thead&gt;tr.warning&gt;th,.table&gt;thead&gt;tr&gt;td.warning,.table&gt;thead&gt;tr&gt;th.warning{background-color:#fcf8e3}.table-hover&gt;tbody&gt;tr.warning:hover&gt;td,.table-hover&gt;tbody&gt;tr.warning:hover&gt;th,.table-hover&gt;tbody&gt;tr:hover&gt;.warning,.table-hover&gt;tbody&gt;tr&gt;td.warning:hover,.table-hover&gt;tbody&gt;tr&gt;th.warning:hover{background-color:#faf2cc}.table&gt;tbody&gt;tr.danger&gt;td,.table&gt;tbody&gt;tr.danger&gt;th,.table&gt;tbody&gt;tr&gt;td.danger,.table&gt;tbody&gt;tr&gt;th.danger,.table&gt;tfoot&gt;tr.danger&gt;td,.table&gt;tfoot&gt;tr.danger&gt;th,.table&gt;tfoot&gt;tr&gt;td.danger,.table&gt;tfoot&gt;tr&gt;th.danger,.table&gt;thead&gt;tr.danger&gt;td,.table&gt;thead&gt;tr.danger&gt;th,.table&gt;thead&gt;tr&gt;td.danger,.table&gt;thead&gt;tr&gt;th.danger{background-color:#f2dede}.table-hover&gt;tbody&gt;tr.danger:hover&gt;td,.table-hover&gt;tbody&gt;tr.danger:hover&gt;th,.table-hover&gt;tbody&gt;tr:hover&gt;.danger,.table-hover&gt;tbody&gt;tr&gt;td.danger:hover,.table-hover&gt;tbody&gt;tr&gt;th.danger:hover{background-color:#ebcccc}.table-responsive{min-height:.01%;overflow-x:auto}@media screen and (max-width:767px){.table-responsive{width:100%;margin-bottom:15px;overflow-y:hidden;-ms-overflow-style:-ms-autohiding-scrollbar;border:1px solid #ddd}.table-responsive&gt;.table{margin-bottom:0}.table-responsive&gt;.table&gt;tbody&gt;tr&gt;td,.table-responsive&gt;.table&gt;tbody&gt;tr&gt;th,.table-responsive&gt;.table&gt;tfoot&gt;tr&gt;td,.table-responsive&gt;.table&gt;tfoot&gt;tr&gt;th,.table-responsive&gt;.table&gt;thead&gt;tr&gt;td,.table-responsive&gt;.table&gt;thead&gt;tr&gt;th{white-space:nowrap}.table-responsive&gt;.table-bordered{border:0}.table-responsive&gt;.table-bordered&gt;tbody&gt;tr&gt;td:first-child,.table-responsive&gt;.table-bordered&gt;tbody&gt;tr&gt;th:first-child,.table-responsive&gt;.table-bordered&gt;tfoot&gt;tr&gt;td:first-child,.table-responsive&gt;.table-bordered&gt;tfoot&gt;tr&gt;th:first-child,.table-responsive&gt;.table-bordered&gt;thead&gt;tr&gt;td:first-child,.table-responsive&gt;.table-bordered&gt;thead&gt;tr&gt;th:first-child{border-left:0}.table-responsive&gt;.table-bordered&gt;tbody&gt;tr&gt;td:last-child,.table-responsive&gt;.table-bordered&gt;tbody&gt;tr&gt;th:last-child,.table-responsive&gt;.table-bordered&gt;tfoot&gt;tr&gt;td:last-child,.table-responsive&gt;.table-bordered&gt;tfoot&gt;tr&gt;th:last-child,.table-responsive&gt;.table-bordered&gt;thead&gt;tr&gt;td:last-child,.table-responsive&gt;.table-bordered&gt;thead&gt;tr&gt;th:last-child{border-right:0}.table-responsive&gt;.table-bordered&gt;tbody&gt;tr:last-child&gt;td,.table-responsive&gt;.table-bordered&gt;tbody&gt;tr:last-child&gt;th,.table-responsive&gt;.table-bordered&gt;tfoot&gt;tr:last-child&gt;td,.table-responsive&gt;.table-bordered&gt;tfoot&gt;tr:last-child&gt;th{border-bottom:0}}fieldset{min-width:0;padding:0;margin:0;border:0}legend{display:block;width:100%;padding:0;margin-bottom:20px;font-size:21px;line-height:inherit;color:#333;border:0;border-bottom:1px solid #e5e5e5}label{display:inline-block;max-width:100%;margin-bottom:5px;font-weight:700}input[type=search]{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}input[type=checkbox],input[type=radio]{margin:4px 0 0;margin-top:1px\\9;line-height:normal}input[type=file]{display:block}input[type=range]{display:block;width:100%}select[multiple],select[size]{height:auto}input[type=file]:focus,input[type=checkbox]:focus,input[type=radio]:focus{outline:5px auto -webkit-focus-ring-color;outline-offset:-2px}output{display:block;padding-top:7px;font-size:14px;line-height:1.42857143;color:#555}.form-control{display:block;width:100%;height:34px;padding:6px 12px;font-size:14px;line-height:1.42857143;color:#555;background-color:#fff;background-image:none;border:1px solid #ccc;border-radius:4px;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 1px rgba(0,0,0,.075);-webkit-transition:border-color ease-in-out .15s,-webkit-box-shadow ease-in-out .15s;-o-transition:border-color ease-in-out .15s,box-shadow ease-in-out .15s;transition:border-color ease-in-out .15s,box-shadow ease-in-out .15s}.form-control:focus{border-color:#66afe9;outline:0;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 8px rgba(102,175,233,.6);box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 8px rgba(102,175,233,.6)}.form-control::-moz-placeholder{color:#999;opacity:1}.form-control:-ms-input-placeholder{color:#999}.form-control::-webkit-input-placeholder{color:#999}.form-control::-ms-expand{background-color:transparent;border:0}.form-control[disabled],.form-control[readonly],fieldset[disabled] .form-control{background-color:#eee;opacity:1}.form-control[disabled],fieldset[disabled] .form-control{cursor:not-allowed}textarea.form-control{height:auto}input[type=search]{-webkit-appearance:none}@media screen and (-webkit-min-device-pixel-ratio:0){input[type=date].form-control,input[type=time].form-control,input[type=datetime-local].form-control,input[type=month].form-control{line-height:34px}.input-group-sm input[type=date],.input-group-sm input[type=time],.input-group-sm input[type=datetime-local],.input-group-sm input[type=month],input[type=date].input-sm,input[type=time].input-sm,input[type=datetime-local].input-sm,input[type=month].input-sm{line-height:30px}.input-group-lg input[type=date],.input-group-lg input[type=time],.input-group-lg input[type=datetime-local],.input-group-lg input[type=month],input[type=date].input-lg,input[type=time].input-lg,input[type=datetime-local].input-lg,input[type=month].input-lg{line-height:46px}}.form-group{margin-bottom:15px}.checkbox,.radio{position:relative;display:block;margin-top:10px;margin-bottom:10px}.checkbox label,.radio label{min-height:20px;padding-left:20px;margin-bottom:0;font-weight:400;cursor:pointer}.checkbox input[type=checkbox],.checkbox-inline input[type=checkbox],.radio input[type=radio],.radio-inline input[type=radio]{position:absolute;margin-top:4px\\9;margin-left:-20px}.checkbox+.checkbox,.radio+.radio{margin-top:-5px}.checkbox-inline,.radio-inline{position:relative;display:inline-block;padding-left:20px;margin-bottom:0;font-weight:400;vertical-align:middle;cursor:pointer}.checkbox-inline+.checkbox-inline,.radio-inline+.radio-inline{margin-top:0;margin-left:10px}fieldset[disabled] input[type=checkbox],fieldset[disabled] input[type=radio],input[type=checkbox].disabled,input[type=checkbox][disabled],input[type=radio].disabled,input[type=radio][disabled]{cursor:not-allowed}.checkbox-inline.disabled,.radio-inline.disabled,fieldset[disabled] .checkbox-inline,fieldset[disabled] .radio-inline{cursor:not-allowed}.checkbox.disabled label,.radio.disabled label,fieldset[disabled] .checkbox label,fieldset[disabled] .radio label{cursor:not-allowed}.form-control-static{min-height:34px;padding-top:7px;padding-bottom:7px;margin-bottom:0}.form-control-static.input-lg,.form-control-static.input-sm{padding-right:0;padding-left:0}.input-sm{height:30px;padding:5px 10px;font-size:12px;line-height:1.5;border-radius:3px}select.input-sm{height:30px;line-height:30px}select[multiple].input-sm,textarea.input-sm{height:auto}.form-group-sm .form-control{height:30px;padding:5px 10px;font-size:12px;line-height:1.5;border-radius:3px}.form-group-sm select.form-control{height:30px;line-height:30px}.form-group-sm select[multiple].form-control,.form-group-sm textarea.form-control{height:auto}.form-group-sm .form-control-static{height:30px;min-height:32px;padding:6px 10px;font-size:12px;line-height:1.5}.input-lg{height:46px;padding:10px 16px;font-size:18px;line-height:1.3333333;border-radius:6px}select.input-lg{height:46px;line-height:46px}select[multiple].input-lg,textarea.input-lg{height:auto}.form-group-lg .form-control{height:46px;padding:10px 16px;font-size:18px;line-height:1.3333333;border-radius:6px}.form-group-lg select.form-control{height:46px;line-height:46px}.form-group-lg select[multiple].form-control,.form-group-lg textarea.form-control{height:auto}.form-group-lg .form-control-static{height:46px;min-height:38px;padding:11px 16px;font-size:18px;line-height:1.3333333}.has-feedback{position:relative}.has-feedback .form-control{padding-right:42.5px}.form-control-feedback{position:absolute;top:0;right:0;z-index:2;display:block;width:34px;height:34px;line-height:34px;text-align:center;pointer-events:none}.form-group-lg .form-control+.form-control-feedback,.input-group-lg+.form-control-feedback,.input-lg+.form-control-feedback{width:46px;height:46px;line-height:46px}.form-group-sm .form-control+.form-control-feedback,.input-group-sm+.form-control-feedback,.input-sm+.form-control-feedback{width:30px;height:30px;line-height:30px}.has-success .checkbox,.has-success .checkbox-inline,.has-success .control-label,.has-success .help-block,.has-success .radio,.has-success .radio-inline,.has-success.checkbox label,.has-success.checkbox-inline label,.has-success.radio label,.has-success.radio-inline label{color:#3c763d}.has-success .form-control{border-color:#3c763d;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 1px rgba(0,0,0,.075)}.has-success .form-control:focus{border-color:#2b542c;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #67b168;box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #67b168}.has-success .input-group-addon{color:#3c763d;background-color:#dff0d8;border-color:#3c763d}.has-success .form-control-feedback{color:#3c763d}.has-warning .checkbox,.has-warning .checkbox-inline,.has-warning .control-label,.has-warning .help-block,.has-warning .radio,.has-warning .radio-inline,.has-warning.checkbox label,.has-warning.checkbox-inline label,.has-warning.radio label,.has-warning.radio-inline label{color:#8a6d3b}.has-warning .form-control{border-color:#8a6d3b;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 1px rgba(0,0,0,.075)}.has-warning .form-control:focus{border-color:#66512c;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #c0a16b;box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #c0a16b}.has-warning .input-group-addon{color:#8a6d3b;background-color:#fcf8e3;border-color:#8a6d3b}.has-warning .form-control-feedback{color:#8a6d3b}.has-error .checkbox,.has-error .checkbox-inline,.has-error .control-label,.has-error .help-block,.has-error .radio,.has-error .radio-inline,.has-error.checkbox label,.has-error.checkbox-inline label,.has-error.radio label,.has-error.radio-inline label{color:#a94442}.has-error .form-control{border-color:#a94442;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 1px rgba(0,0,0,.075)}.has-error .form-control:focus{border-color:#843534;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #ce8483;box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #ce8483}.has-error .input-group-addon{color:#a94442;background-color:#f2dede;border-color:#a94442}.has-error .form-control-feedback{color:#a94442}.has-feedback label~.form-control-feedback{top:25px}.has-feedback label.sr-only~.form-control-feedback{top:0}.help-block{display:block;margin-top:5px;margin-bottom:10px;color:#737373}@media (min-width:768px){.form-inline .form-group{display:inline-block;margin-bottom:0;vertical-align:middle}.form-inline .form-control{display:inline-block;width:auto;vertical-align:middle}.form-inline .form-control-static{display:inline-block}.form-inline .input-group{display:inline-table;vertical-align:middle}.form-inline .input-group .form-control,.form-inline .input-group .input-group-addon,.form-inline .input-group .input-group-btn{width:auto}.form-inline .input-group&gt;.form-control{width:100%}.form-inline .control-label{margin-bottom:0;vertical-align:middle}.form-inline .checkbox,.form-inline .radio{display:inline-block;margin-top:0;margin-bottom:0;vertical-align:middle}.form-inline .checkbox label,.form-inline .radio label{padding-left:0}.form-inline .checkbox input[type=checkbox],.form-inline .radio input[type=radio]{position:relative;margin-left:0}.form-inline .has-feedback .form-control-feedback{top:0}}.form-horizontal .checkbox,.form-horizontal .checkbox-inline,.form-horizontal .radio,.form-horizontal .radio-inline{padding-top:7px;margin-top:0;margin-bottom:0}.form-horizontal .checkbox,.form-horizontal .radio{min-height:27px}.form-horizontal .form-group{margin-right:-15px;margin-left:-15px}@media (min-width:768px){.form-horizontal .control-label{padding-top:7px;margin-bottom:0;text-align:right}}.form-horizontal .has-feedback .form-control-feedback{right:15px}@media (min-width:768px){.form-horizontal .form-group-lg .control-label{padding-top:11px;font-size:18px}}@media (min-width:768px){.form-horizontal .form-group-sm .control-label{padding-top:6px;font-size:12px}}.btn{display:inline-block;padding:6px 12px;margin-bottom:0;font-size:14px;font-weight:400;line-height:1.42857143;text-align:center;white-space:nowrap;vertical-align:middle;-ms-touch-action:manipulation;touch-action:manipulation;cursor:pointer;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none;background-image:none;border:1px solid transparent;border-radius:4px}.btn.active.focus,.btn.active:focus,.btn.focus,.btn:active.focus,.btn:active:focus,.btn:focus{outline:5px auto -webkit-focus-ring-color;outline-offset:-2px}.btn.focus,.btn:focus,.btn:hover{color:#333;text-decoration:none}.btn.active,.btn:active{background-image:none;outline:0;-webkit-box-shadow:inset 0 3px 5px rgba(0,0,0,.125);box-shadow:inset 0 3px 5px rgba(0,0,0,.125)}.btn.disabled,.btn[disabled],fieldset[disabled] .btn{cursor:not-allowed;filter:alpha(opacity=65);-webkit-box-shadow:none;box-shadow:none;opacity:.65}a.btn.disabled,fieldset[disabled] a.btn{pointer-events:none}.btn-default{color:#333;background-color:#fff;border-color:#ccc}.btn-default.focus,.btn-default:focus{color:#333;background-color:#e6e6e6;border-color:#8c8c8c}.btn-default:hover{color:#333;background-color:#e6e6e6;border-color:#adadad}.btn-default.active,.btn-default:active,.open&gt;.dropdown-toggle.btn-default{color:#333;background-color:#e6e6e6;border-color:#adadad}.btn-default.active.focus,.btn-default.active:focus,.btn-default.active:hover,.btn-default:active.focus,.btn-default:active:focus,.btn-default:active:hover,.open&gt;.dropdown-toggle.btn-default.focus,.open&gt;.dropdown-toggle.btn-default:focus,.open&gt;.dropdown-toggle.btn-default:hover{color:#333;background-color:#d4d4d4;border-color:#8c8c8c}.btn-default.active,.btn-default:active,.open&gt;.dropdown-toggle.btn-default{background-image:none}.btn-default.disabled.focus,.btn-default.disabled:focus,.btn-default.disabled:hover,.btn-default[disabled].focus,.btn-default[disabled]:focus,.btn-default[disabled]:hover,fieldset[disabled] .btn-default.focus,fieldset[disabled] .btn-default:focus,fieldset[disabled] .btn-default:hover{background-color:#fff;border-color:#ccc}.btn-default .badge{color:#fff;background-color:#333}.btn-primary{color:#fff;background-color:#337ab7;border-color:#2e6da4}.btn-primary.focus,.btn-primary:focus{color:#fff;background-color:#286090;border-color:#122b40}.btn-primary:hover{color:#fff;background-color:#286090;border-color:#204d74}.btn-primary.active,.btn-primary:active,.open&gt;.dropdown-toggle.btn-primary{color:#fff;background-color:#286090;border-color:#204d74}.btn-primary.active.focus,.btn-primary.active:focus,.btn-primary.active:hover,.btn-primary:active.focus,.btn-primary:active:focus,.btn-primary:active:hover,.open&gt;.dropdown-toggle.btn-primary.focus,.open&gt;.dropdown-toggle.btn-primary:focus,.open&gt;.dropdown-toggle.btn-primary:hover{color:#fff;background-color:#204d74;border-color:#122b40}.btn-primary.active,.btn-primary:active,.open&gt;.dropdown-toggle.btn-primary{background-image:none}.btn-primary.disabled.focus,.btn-primary.disabled:focus,.btn-primary.disabled:hover,.btn-primary[disabled].focus,.btn-primary[disabled]:focus,.btn-primary[disabled]:hover,fieldset[disabled] .btn-primary.focus,fieldset[disabled] .btn-primary:focus,fieldset[disabled] .btn-primary:hover{background-color:#337ab7;border-color:#2e6da4}.btn-primary .badge{color:#337ab7;background-color:#fff}.btn-success{color:#fff;background-color:#5cb85c;border-color:#4cae4c}.btn-success.focus,.btn-success:focus{color:#fff;background-color:#449d44;border-color:#255625}.btn-success:hover{color:#fff;background-color:#449d44;border-color:#398439}.btn-success.active,.btn-success:active,.open&gt;.dropdown-toggle.btn-success{color:#fff;background-color:#449d44;border-color:#398439}.btn-success.active.focus,.btn-success.active:focus,.btn-success.active:hover,.btn-success:active.focus,.btn-success:active:focus,.btn-success:active:hover,.open&gt;.dropdown-toggle.btn-success.focus,.open&gt;.dropdown-toggle.btn-success:focus,.open&gt;.dropdown-toggle.btn-success:hover{color:#fff;background-color:#398439;border-color:#255625}.btn-success.active,.btn-success:active,.open&gt;.dropdown-toggle.btn-success{background-image:none}.btn-success.disabled.focus,.btn-success.disabled:focus,.btn-success.disabled:hover,.btn-success[disabled].focus,.btn-success[disabled]:focus,.btn-success[disabled]:hover,fieldset[disabled] .btn-success.focus,fieldset[disabled] .btn-success:focus,fieldset[disabled] .btn-success:hover{background-color:#5cb85c;border-color:#4cae4c}.btn-success .badge{color:#5cb85c;background-color:#fff}.btn-info{color:#fff;background-color:#5bc0de;border-color:#46b8da}.btn-info.focus,.btn-info:focus{color:#fff;background-color:#31b0d5;border-color:#1b6d85}.btn-info:hover{color:#fff;background-color:#31b0d5;border-color:#269abc}.btn-info.active,.btn-info:active,.open&gt;.dropdown-toggle.btn-info{color:#fff;background-color:#31b0d5;border-color:#269abc}.btn-info.active.focus,.btn-info.active:focus,.btn-info.active:hover,.btn-info:active.focus,.btn-info:active:focus,.btn-info:active:hover,.open&gt;.dropdown-toggle.btn-info.focus,.open&gt;.dropdown-toggle.btn-info:focus,.open&gt;.dropdown-toggle.btn-info:hover{color:#fff;background-color:#269abc;border-color:#1b6d85}.btn-info.active,.btn-info:active,.open&gt;.dropdown-toggle.btn-info{background-image:none}.btn-info.disabled.focus,.btn-info.disabled:focus,.btn-info.disabled:hover,.btn-info[disabled].focus,.btn-info[disabled]:focus,.btn-info[disabled]:hover,fieldset[disabled] .btn-info.focus,fieldset[disabled] .btn-info:focus,fieldset[disabled] .btn-info:hover{background-color:#5bc0de;border-color:#46b8da}.btn-info .badge{color:#5bc0de;background-color:#fff}.btn-warning{color:#fff;background-color:#f0ad4e;border-color:#eea236}.btn-warning.focus,.btn-warning:focus{color:#fff;background-color:#ec971f;border-color:#985f0d}.btn-warning:hover{color:#fff;background-color:#ec971f;border-color:#d58512}.btn-warning.active,.btn-warning:active,.open&gt;.dropdown-toggle.btn-warning{color:#fff;background-color:#ec971f;border-color:#d58512}.btn-warning.active.focus,.btn-warning.active:focus,.btn-warning.active:hover,.btn-warning:active.focus,.btn-warning:active:focus,.btn-warning:active:hover,.open&gt;.dropdown-toggle.btn-warning.focus,.open&gt;.dropdown-toggle.btn-warning:focus,.open&gt;.dropdown-toggle.btn-warning:hover{color:#fff;background-color:#d58512;border-color:#985f0d}.btn-warning.active,.btn-warning:active,.open&gt;.dropdown-toggle.btn-warning{background-image:none}.btn-warning.disabled.focus,.btn-warning.disabled:focus,.btn-warning.disabled:hover,.btn-warning[disabled].focus,.btn-warning[disabled]:focus,.btn-warning[disabled]:hover,fieldset[disabled] .btn-warning.focus,fieldset[disabled] .btn-warning:focus,fieldset[disabled] .btn-warning:hover{background-color:#f0ad4e;border-color:#eea236}.btn-warning .badge{color:#f0ad4e;background-color:#fff}.btn-danger{color:#fff;background-color:#d9534f;border-color:#d43f3a}.btn-danger.focus,.btn-danger:focus{color:#fff;background-color:#c9302c;border-color:#761c19}.btn-danger:hover{color:#fff;background-color:#c9302c;border-color:#ac2925}.btn-danger.active,.btn-danger:active,.open&gt;.dropdown-toggle.btn-danger{color:#fff;background-color:#c9302c;border-color:#ac2925}.btn-danger.active.focus,.btn-danger.active:focus,.btn-danger.active:hover,.btn-danger:active.focus,.btn-danger:active:focus,.btn-danger:active:hover,.open&gt;.dropdown-toggle.btn-danger.focus,.open&gt;.dropdown-toggle.btn-danger:focus,.open&gt;.dropdown-toggle.btn-danger:hover{color:#fff;background-color:#ac2925;border-color:#761c19}.btn-danger.active,.btn-danger:active,.open&gt;.dropdown-toggle.btn-danger{background-image:none}.btn-danger.disabled.focus,.btn-danger.disabled:focus,.btn-danger.disabled:hover,.btn-danger[disabled].focus,.btn-danger[disabled]:focus,.btn-danger[disabled]:hover,fieldset[disabled] .btn-danger.focus,fieldset[disabled] .btn-danger:focus,fieldset[disabled] .btn-danger:hover{background-color:#d9534f;border-color:#d43f3a}.btn-danger .badge{color:#d9534f;background-color:#fff}.btn-link{font-weight:400;color:#337ab7;border-radius:0}.btn-link,.btn-link.active,.btn-link:active,.btn-link[disabled],fieldset[disabled] .btn-link{background-color:transparent;-webkit-box-shadow:none;box-shadow:none}.btn-link,.btn-link:active,.btn-link:focus,.btn-link:hover{border-color:transparent}.btn-link:focus,.btn-link:hover{color:#23527c;text-decoration:underline;background-color:transparent}.btn-link[disabled]:focus,.btn-link[disabled]:hover,fieldset[disabled] .btn-link:focus,fieldset[disabled] .btn-link:hover{color:#777;text-decoration:none}.btn-group-lg&gt;.btn,.btn-lg{padding:10px 16px;font-size:18px;line-height:1.3333333;border-radius:6px}.btn-group-sm&gt;.btn,.btn-sm{padding:5px 10px;font-size:12px;line-height:1.5;border-radius:3px}.btn-group-xs&gt;.btn,.btn-xs{padding:1px 5px;font-size:12px;line-height:1.5;border-radius:3px}.btn-block{display:block;width:100%}.btn-block+.btn-block{margin-top:5px}input[type=button].btn-block,input[type=reset].btn-block,input[type=submit].btn-block{width:100%}.fade{opacity:0;-webkit-transition:opacity .15s linear;-o-transition:opacity .15s linear;transition:opacity .15s linear}.fade.in{opacity:1}.collapse{display:none}.collapse.in{display:block}tr.collapse.in{display:table-row}tbody.collapse.in{display:table-row-group}.collapsing{position:relative;height:0;overflow:hidden;-webkit-transition-timing-function:ease;-o-transition-timing-function:ease;transition-timing-function:ease;-webkit-transition-duration:.35s;-o-transition-duration:.35s;transition-duration:.35s;-webkit-transition-property:height,visibility;-o-transition-property:height,visibility;transition-property:height,visibility}.caret{display:inline-block;width:0;height:0;margin-left:2px;vertical-align:middle;border-top:4px dashed;border-top:4px solid\\9;border-right:4px solid transparent;border-left:4px solid transparent}.dropdown,.dropup{position:relative}.dropdown-toggle:focus{outline:0}.dropdown-menu{position:absolute;top:100%;left:0;z-index:1000;display:none;float:left;min-width:160px;padding:5px 0;margin:2px 0 0;font-size:14px;text-align:left;list-style:none;background-color:#fff;-webkit-background-clip:padding-box;background-clip:padding-box;border:1px solid #ccc;border:1px solid rgba(0,0,0,.15);border-radius:4px;-webkit-box-shadow:0 6px 12px rgba(0,0,0,.175);box-shadow:0 6px 12px rgba(0,0,0,.175)}.dropdown-menu.pull-right{right:0;left:auto}.dropdown-menu .divider{height:1px;margin:9px 0;overflow:hidden;background-color:#e5e5e5}.dropdown-menu&gt;li&gt;a{display:block;padding:3px 20px;clear:both;font-weight:400;line-height:1.42857143;color:#333;white-space:nowrap}.dropdown-menu&gt;li&gt;a:focus,.dropdown-menu&gt;li&gt;a:hover{color:#262626;text-decoration:none;background-color:#f5f5f5}.dropdown-menu&gt;.active&gt;a,.dropdown-menu&gt;.active&gt;a:focus,.dropdown-menu&gt;.active&gt;a:hover{color:#fff;text-decoration:none;background-color:#337ab7;outline:0}.dropdown-menu&gt;.disabled&gt;a,.dropdown-menu&gt;.disabled&gt;a:focus,.dropdown-menu&gt;.disabled&gt;a:hover{color:#777}.dropdown-menu&gt;.disabled&gt;a:focus,.dropdown-menu&gt;.disabled&gt;a:hover{text-decoration:none;cursor:not-allowed;background-color:transparent;background-image:none;filter:progid:DXImageTransform.Microsoft.gradient(enabled=false)}.open&gt;.dropdown-menu{display:block}.open&gt;a{outline:0}.dropdown-menu-right{right:0;left:auto}.dropdown-menu-left{right:auto;left:0}.dropdown-header{display:block;padding:3px 20px;font-size:12px;line-height:1.42857143;color:#777;white-space:nowrap}.dropdown-backdrop{position:fixed;top:0;right:0;bottom:0;left:0;z-index:990}.pull-right&gt;.dropdown-menu{right:0;left:auto}.dropup .caret,.navbar-fixed-bottom .dropdown .caret{content:&quot;&quot;;border-top:0;border-bottom:4px dashed;border-bottom:4px solid\\9}.dropup .dropdown-menu,.navbar-fixed-bottom .dropdown .dropdown-menu{top:auto;bottom:100%;margin-bottom:2px}@media (min-width:768px){.navbar-right .dropdown-menu{right:0;left:auto}.navbar-right .dropdown-menu-left{right:auto;left:0}}.btn-group,.btn-group-vertical{position:relative;display:inline-block;vertical-align:middle}.btn-group-vertical&gt;.btn,.btn-group&gt;.btn{position:relative;float:left}.btn-group-vertical&gt;.btn.active,.btn-group-vertical&gt;.btn:active,.btn-group-vertical&gt;.btn:focus,.btn-group-vertical&gt;.btn:hover,.btn-group&gt;.btn.active,.btn-group&gt;.btn:active,.btn-group&gt;.btn:focus,.btn-group&gt;.btn:hover{z-index:2}.btn-group .btn+.btn,.btn-group .btn+.btn-group,.btn-group .btn-group+.btn,.btn-group .btn-group+.btn-group{margin-left:-1px}.btn-toolbar{margin-left:-5px}.btn-toolbar .btn,.btn-toolbar .btn-group,.btn-toolbar .input-group{float:left}.btn-toolbar&gt;.btn,.btn-toolbar&gt;.btn-group,.btn-toolbar&gt;.input-group{margin-left:5px}.btn-group&gt;.btn:not(:first-child):not(:last-child):not(.dropdown-toggle){border-radius:0}.btn-group&gt;.btn:first-child{margin-left:0}.btn-group&gt;.btn:first-child:not(:last-child):not(.dropdown-toggle){border-top-right-radius:0;border-bottom-right-radius:0}.btn-group&gt;.btn:last-child:not(:first-child),.btn-group&gt;.dropdown-toggle:not(:first-child){border-top-left-radius:0;border-bottom-left-radius:0}.btn-group&gt;.btn-group{float:left}.btn-group&gt;.btn-group:not(:first-child):not(:last-child)&gt;.btn{border-radius:0}.btn-group&gt;.btn-group:first-child:not(:last-child)&gt;.btn:last-child,.btn-group&gt;.btn-group:first-child:not(:last-child)&gt;.dropdown-toggle{border-top-right-radius:0;border-bottom-right-radius:0}.btn-group&gt;.btn-group:last-child:not(:first-child)&gt;.btn:first-child{border-top-left-radius:0;border-bottom-left-radius:0}.btn-group .dropdown-toggle:active,.btn-group.open .dropdown-toggle{outline:0}.btn-group&gt;.btn+.dropdown-toggle{padding-right:8px;padding-left:8px}.btn-group&gt;.btn-lg+.dropdown-toggle{padding-right:12px;padding-left:12px}.btn-group.open .dropdown-toggle{-webkit-box-shadow:inset 0 3px 5px rgba(0,0,0,.125);box-shadow:inset 0 3px 5px rgba(0,0,0,.125)}.btn-group.open .dropdown-toggle.btn-link{-webkit-box-shadow:none;box-shadow:none}.btn .caret{margin-left:0}.btn-lg .caret{border-width:5px 5px 0;border-bottom-width:0}.dropup .btn-lg .caret{border-width:0 5px 5px}.btn-group-vertical&gt;.btn,.btn-group-vertical&gt;.btn-group,.btn-group-vertical&gt;.btn-group&gt;.btn{display:block;float:none;width:100%;max-width:100%}.btn-group-vertical&gt;.btn-group&gt;.btn{float:none}.btn-group-vertical&gt;.btn+.btn,.btn-group-vertical&gt;.btn+.btn-group,.btn-group-vertical&gt;.btn-group+.btn,.btn-group-vertical&gt;.btn-group+.btn-group{margin-top:-1px;margin-left:0}.btn-group-vertical&gt;.btn:not(:first-child):not(:last-child){border-radius:0}.btn-group-vertical&gt;.btn:first-child:not(:last-child){border-top-left-radius:4px;border-top-right-radius:4px;border-bottom-right-radius:0;border-bottom-left-radius:0}.btn-group-vertical&gt;.btn:last-child:not(:first-child){border-top-left-radius:0;border-top-right-radius:0;border-bottom-right-radius:4px;border-bottom-left-radius:4px}.btn-group-vertical&gt;.btn-group:not(:first-child):not(:last-child)&gt;.btn{border-radius:0}.btn-group-vertical&gt;.btn-group:first-child:not(:last-child)&gt;.btn:last-child,.btn-group-vertical&gt;.btn-group:first-child:not(:last-child)&gt;.dropdown-toggle{border-bottom-right-radius:0;border-bottom-left-radius:0}.btn-group-vertical&gt;.btn-group:last-child:not(:first-child)&gt;.btn:first-child{border-top-left-radius:0;border-top-right-radius:0}.btn-group-justified{display:table;width:100%;table-layout:fixed;border-collapse:separate}.btn-group-justified&gt;.btn,.btn-group-justified&gt;.btn-group{display:table-cell;float:none;width:1%}.btn-group-justified&gt;.btn-group .btn{width:100%}.btn-group-justified&gt;.btn-group .dropdown-menu{left:auto}[data-toggle=buttons]&gt;.btn input[type=checkbox],[data-toggle=buttons]&gt;.btn input[type=radio],[data-toggle=buttons]&gt;.btn-group&gt;.btn input[type=checkbox],[data-toggle=buttons]&gt;.btn-group&gt;.btn input[type=radio]{position:absolute;clip:rect(0,0,0,0);pointer-events:none}.input-group{position:relative;display:table;border-collapse:separate}.input-group[class*=col-]{float:none;padding-right:0;padding-left:0}.input-group .form-control{position:relative;z-index:2;float:left;width:100%;margin-bottom:0}.input-group .form-control:focus{z-index:3}.input-group-lg&gt;.form-control,.input-group-lg&gt;.input-group-addon,.input-group-lg&gt;.input-group-btn&gt;.btn{height:46px;padding:10px 16px;font-size:18px;line-height:1.3333333;border-radius:6px}select.input-group-lg&gt;.form-control,select.input-group-lg&gt;.input-group-addon,select.input-group-lg&gt;.input-group-btn&gt;.btn{height:46px;line-height:46px}select[multiple].input-group-lg&gt;.form-control,select[multiple].input-group-lg&gt;.input-group-addon,select[multiple].input-group-lg&gt;.input-group-btn&gt;.btn,textarea.input-group-lg&gt;.form-control,textarea.input-group-lg&gt;.input-group-addon,textarea.input-group-lg&gt;.input-group-btn&gt;.btn{height:auto}.input-group-sm&gt;.form-control,.input-group-sm&gt;.input-group-addon,.input-group-sm&gt;.input-group-btn&gt;.btn{height:30px;padding:5px 10px;font-size:12px;line-height:1.5;border-radius:3px}select.input-group-sm&gt;.form-control,select.input-group-sm&gt;.input-group-addon,select.input-group-sm&gt;.input-group-btn&gt;.btn{height:30px;line-height:30px}select[multiple].input-group-sm&gt;.form-control,select[multiple].input-group-sm&gt;.input-group-addon,select[multiple].input-group-sm&gt;.input-group-btn&gt;.btn,textarea.input-group-sm&gt;.form-control,textarea.input-group-sm&gt;.input-group-addon,textarea.input-group-sm&gt;.input-group-btn&gt;.btn{height:auto}.input-group .form-control,.input-group-addon,.input-group-btn{display:table-cell}.input-group .form-control:not(:first-child):not(:last-child),.input-group-addon:not(:first-child):not(:last-child),.input-group-btn:not(:first-child):not(:last-child){border-radius:0}.input-group-addon,.input-group-btn{width:1%;white-space:nowrap;vertical-align:middle}.input-group-addon{padding:6px 12px;font-size:14px;font-weight:400;line-height:1;color:#555;text-align:center;background-color:#eee;border:1px solid #ccc;border-radius:4px}.input-group-addon.input-sm{padding:5px 10px;font-size:12px;border-radius:3px}.input-group-addon.input-lg{padding:10px 16px;font-size:18px;border-radius:6px}.input-group-addon input[type=checkbox],.input-group-addon input[type=radio]{margin-top:0}.input-group .form-control:first-child,.input-group-addon:first-child,.input-group-btn:first-child&gt;.btn,.input-group-btn:first-child&gt;.btn-group&gt;.btn,.input-group-btn:first-child&gt;.dropdown-toggle,.input-group-btn:last-child&gt;.btn-group:not(:last-child)&gt;.btn,.input-group-btn:last-child&gt;.btn:not(:last-child):not(.dropdown-toggle){border-top-right-radius:0;border-bottom-right-radius:0}.input-group-addon:first-child{border-right:0}.input-group .form-control:last-child,.input-group-addon:last-child,.input-group-btn:first-child&gt;.btn-group:not(:first-child)&gt;.btn,.input-group-btn:first-child&gt;.btn:not(:first-child),.input-group-btn:last-child&gt;.btn,.input-group-btn:last-child&gt;.btn-group&gt;.btn,.input-group-btn:last-child&gt;.dropdown-toggle{border-top-left-radius:0;border-bottom-left-radius:0}.input-group-addon:last-child{border-left:0}.input-group-btn{position:relative;font-size:0;white-space:nowrap}.input-group-btn&gt;.btn{position:relative}.input-group-btn&gt;.btn+.btn{margin-left:-1px}.input-group-btn&gt;.btn:active,.input-group-btn&gt;.btn:focus,.input-group-btn&gt;.btn:hover{z-index:2}.input-group-btn:first-child&gt;.btn,.input-group-btn:first-child&gt;.btn-group{margin-right:-1px}.input-group-btn:last-child&gt;.btn,.input-group-btn:last-child&gt;.btn-group{z-index:2;margin-left:-1px}.nav{padding-left:0;margin-bottom:0;list-style:none}.nav&gt;li{position:relative;display:block}.nav&gt;li&gt;a{position:relative;display:block;padding:10px 15px}.nav&gt;li&gt;a:focus,.nav&gt;li&gt;a:hover{text-decoration:none;background-color:#eee}.nav&gt;li.disabled&gt;a{color:#777}.nav&gt;li.disabled&gt;a:focus,.nav&gt;li.disabled&gt;a:hover{color:#777;text-decoration:none;cursor:not-allowed;background-color:transparent}.nav .open&gt;a,.nav .open&gt;a:focus,.nav .open&gt;a:hover{background-color:#eee;border-color:#337ab7}.nav .nav-divider{height:1px;margin:9px 0;overflow:hidden;background-color:#e5e5e5}.nav&gt;li&gt;a&gt;img{max-width:none}.nav-tabs{border-bottom:1px solid #ddd}.nav-tabs&gt;li{float:left;margin-bottom:-1px}.nav-tabs&gt;li&gt;a{margin-right:2px;line-height:1.42857143;border:1px solid transparent;border-radius:4px 4px 0 0}.nav-tabs&gt;li&gt;a:hover{border-color:#eee #eee #ddd}.nav-tabs&gt;li.active&gt;a,.nav-tabs&gt;li.active&gt;a:focus,.nav-tabs&gt;li.active&gt;a:hover{color:#555;cursor:default;background-color:#fff;border:1px solid #ddd;border-bottom-color:transparent}.nav-tabs.nav-justified{width:100%;border-bottom:0}.nav-tabs.nav-justified&gt;li{float:none}.nav-tabs.nav-justified&gt;li&gt;a{margin-bottom:5px;text-align:center}.nav-tabs.nav-justified&gt;.dropdown .dropdown-menu{top:auto;left:auto}@media (min-width:768px){.nav-tabs.nav-justified&gt;li{display:table-cell;width:1%}.nav-tabs.nav-justified&gt;li&gt;a{margin-bottom:0}}.nav-tabs.nav-justified&gt;li&gt;a{margin-right:0;border-radius:4px}.nav-tabs.nav-justified&gt;.active&gt;a,.nav-tabs.nav-justified&gt;.active&gt;a:focus,.nav-tabs.nav-justified&gt;.active&gt;a:hover{border:1px solid #ddd}@media (min-width:768px){.nav-tabs.nav-justified&gt;li&gt;a{border-bottom:1px solid #ddd;border-radius:4px 4px 0 0}.nav-tabs.nav-justified&gt;.active&gt;a,.nav-tabs.nav-justified&gt;.active&gt;a:focus,.nav-tabs.nav-justified&gt;.active&gt;a:hover{border-bottom-color:#fff}}.nav-pills&gt;li{float:left}.nav-pills&gt;li&gt;a{border-radius:4px}.nav-pills&gt;li+li{margin-left:2px}.nav-pills&gt;li.active&gt;a,.nav-pills&gt;li.active&gt;a:focus,.nav-pills&gt;li.active&gt;a:hover{color:#fff;background-color:#337ab7}.nav-stacked&gt;li{float:none}.nav-stacked&gt;li+li{margin-top:2px;margin-left:0}.nav-justified{width:100%}.nav-justified&gt;li{float:none}.nav-justified&gt;li&gt;a{margin-bottom:5px;text-align:center}.nav-justified&gt;.dropdown .dropdown-menu{top:auto;left:auto}@media (min-width:768px){.nav-justified&gt;li{display:table-cell;width:1%}.nav-justified&gt;li&gt;a{margin-bottom:0}}.nav-tabs-justified{border-bottom:0}.nav-tabs-justified&gt;li&gt;a{margin-right:0;border-radius:4px}.nav-tabs-justified&gt;.active&gt;a,.nav-tabs-justified&gt;.active&gt;a:focus,.nav-tabs-justified&gt;.active&gt;a:hover{border:1px solid #ddd}@media (min-width:768px){.nav-tabs-justified&gt;li&gt;a{border-bottom:1px solid #ddd;border-radius:4px 4px 0 0}.nav-tabs-justified&gt;.active&gt;a,.nav-tabs-justified&gt;.active&gt;a:focus,.nav-tabs-justified&gt;.active&gt;a:hover{border-bottom-color:#fff}}.tab-content&gt;.tab-pane{display:none}.tab-content&gt;.active{display:block}.nav-tabs .dropdown-menu{margin-top:-1px;border-top-left-radius:0;border-top-right-radius:0}.navbar{position:relative;min-height:50px;margin-bottom:20px;border:1px solid transparent}@media (min-width:768px){.navbar{border-radius:4px}}@media (min-width:768px){.navbar-header{float:left}}.navbar-collapse{padding-right:15px;padding-left:15px;overflow-x:visible;-webkit-overflow-scrolling:touch;border-top:1px solid transparent;-webkit-box-shadow:inset 0 1px 0 rgba(255,255,255,.1);box-shadow:inset 0 1px 0 rgba(255,255,255,.1)}.navbar-collapse.in{overflow-y:auto}@media (min-width:768px){.navbar-collapse{width:auto;border-top:0;-webkit-box-shadow:none;box-shadow:none}.navbar-collapse.collapse{display:block!important;height:auto!important;padding-bottom:0;overflow:visible!important}.navbar-collapse.in{overflow-y:visible}.navbar-fixed-bottom .navbar-collapse,.navbar-fixed-top .navbar-collapse,.navbar-static-top .navbar-collapse{padding-right:0;padding-left:0}}.navbar-fixed-bottom .navbar-collapse,.navbar-fixed-top .navbar-collapse{max-height:340px}@media (max-device-width:480px) and (orientation:landscape){.navbar-fixed-bottom .navbar-collapse,.navbar-fixed-top .navbar-collapse{max-height:200px}}.container-fluid&gt;.navbar-collapse,.container-fluid&gt;.navbar-header,.container&gt;.navbar-collapse,.container&gt;.navbar-header{margin-right:-15px;margin-left:-15px}@media (min-width:768px){.container-fluid&gt;.navbar-collapse,.container-fluid&gt;.navbar-header,.container&gt;.navbar-collapse,.container&gt;.navbar-header{margin-right:0;margin-left:0}}.navbar-static-top{z-index:1000;border-width:0 0 1px}@media (min-width:768px){.navbar-static-top{border-radius:0}}.navbar-fixed-bottom,.navbar-fixed-top{position:fixed;right:0;left:0;z-index:1030}@media (min-width:768px){.navbar-fixed-bottom,.navbar-fixed-top{border-radius:0}}.navbar-fixed-top{top:0;border-width:0 0 1px}.navbar-fixed-bottom{bottom:0;margin-bottom:0;border-width:1px 0 0}.navbar-brand{float:left;height:50px;padding:15px 15px;font-size:18px;line-height:20px}.navbar-brand:focus,.navbar-brand:hover{text-decoration:none}.navbar-brand&gt;img{display:block}@media (min-width:768px){.navbar&gt;.container .navbar-brand,.navbar&gt;.container-fluid .navbar-brand{margin-left:-15px}}.navbar-toggle{position:relative;float:right;padding:9px 10px;margin-top:8px;margin-right:15px;margin-bottom:8px;background-color:transparent;background-image:none;border:1px solid transparent;border-radius:4px}.navbar-toggle:focus{outline:0}.navbar-toggle .icon-bar{display:block;width:22px;height:2px;border-radius:1px}.navbar-toggle .icon-bar+.icon-bar{margin-top:4px}@media (min-width:768px){.navbar-toggle{display:none}}.navbar-nav{margin:7.5px -15px}.navbar-nav&gt;li&gt;a{padding-top:10px;padding-bottom:10px;line-height:20px}@media (max-width:767px){.navbar-nav .open .dropdown-menu{position:static;float:none;width:auto;margin-top:0;background-color:transparent;border:0;-webkit-box-shadow:none;box-shadow:none}.navbar-nav .open .dropdown-menu .dropdown-header,.navbar-nav .open .dropdown-menu&gt;li&gt;a{padding:5px 15px 5px 25px}.navbar-nav .open .dropdown-menu&gt;li&gt;a{line-height:20px}.navbar-nav .open .dropdown-menu&gt;li&gt;a:focus,.navbar-nav .open .dropdown-menu&gt;li&gt;a:hover{background-image:none}}@media (min-width:768px){.navbar-nav{float:left;margin:0}.navbar-nav&gt;li{float:left}.navbar-nav&gt;li&gt;a{padding-top:15px;padding-bottom:15px}}.navbar-form{padding:10px 15px;margin-top:8px;margin-right:-15px;margin-bottom:8px;margin-left:-15px;border-top:1px solid transparent;border-bottom:1px solid transparent;-webkit-box-shadow:inset 0 1px 0 rgba(255,255,255,.1),0 1px 0 rgba(255,255,255,.1);box-shadow:inset 0 1px 0 rgba(255,255,255,.1),0 1px 0 rgba(255,255,255,.1)}@media (min-width:768px){.navbar-form .form-group{display:inline-block;margin-bottom:0;vertical-align:middle}.navbar-form .form-control{display:inline-block;width:auto;vertical-align:middle}.navbar-form .form-control-static{display:inline-block}.navbar-form .input-group{display:inline-table;vertical-align:middle}.navbar-form .input-group .form-control,.navbar-form .input-group .input-group-addon,.navbar-form .input-group .input-group-btn{width:auto}.navbar-form .input-group&gt;.form-control{width:100%}.navbar-form .control-label{margin-bottom:0;vertical-align:middle}.navbar-form .checkbox,.navbar-form .radio{display:inline-block;margin-top:0;margin-bottom:0;vertical-align:middle}.navbar-form .checkbox label,.navbar-form .radio label{padding-left:0}.navbar-form .checkbox input[type=checkbox],.navbar-form .radio input[type=radio]{position:relative;margin-left:0}.navbar-form .has-feedback .form-control-feedback{top:0}}@media (max-width:767px){.navbar-form .form-group{margin-bottom:5px}.navbar-form .form-group:last-child{margin-bottom:0}}@media (min-width:768px){.navbar-form{width:auto;padding-top:0;padding-bottom:0;margin-right:0;margin-left:0;border:0;-webkit-box-shadow:none;box-shadow:none}}.navbar-nav&gt;li&gt;.dropdown-menu{margin-top:0;border-top-left-radius:0;border-top-right-radius:0}.navbar-fixed-bottom .navbar-nav&gt;li&gt;.dropdown-menu{margin-bottom:0;border-top-left-radius:4px;border-top-right-radius:4px;border-bottom-right-radius:0;border-bottom-left-radius:0}.navbar-btn{margin-top:8px;margin-bottom:8px}.navbar-btn.btn-sm{margin-top:10px;margin-bottom:10px}.navbar-btn.btn-xs{margin-top:14px;margin-bottom:14px}.navbar-text{margin-top:15px;margin-bottom:15px}@media (min-width:768px){.navbar-text{float:left;margin-right:15px;margin-left:15px}}@media (min-width:768px){.navbar-left{float:left!important}.navbar-right{float:right!important;margin-right:-15px}.navbar-right~.navbar-right{margin-right:0}}.navbar-default{background-color:#f8f8f8;border-color:#e7e7e7}.navbar-default .navbar-brand{color:#777}.navbar-default .navbar-brand:focus,.navbar-default .navbar-brand:hover{color:#5e5e5e;background-color:transparent}.navbar-default .navbar-text{color:#777}.navbar-default .navbar-nav&gt;li&gt;a{color:#777}.navbar-default .navbar-nav&gt;li&gt;a:focus,.navbar-default .navbar-nav&gt;li&gt;a:hover{color:#333;background-color:transparent}.navbar-default .navbar-nav&gt;.active&gt;a,.navbar-default .navbar-nav&gt;.active&gt;a:focus,.navbar-default .navbar-nav&gt;.active&gt;a:hover{color:#555;background-color:#e7e7e7}.navbar-default .navbar-nav&gt;.disabled&gt;a,.navbar-default .navbar-nav&gt;.disabled&gt;a:focus,.navbar-default .navbar-nav&gt;.disabled&gt;a:hover{color:#ccc;background-color:transparent}.navbar-default .navbar-toggle{border-color:#ddd}.navbar-default .navbar-toggle:focus,.navbar-default .navbar-toggle:hover{background-color:#ddd}.navbar-default .navbar-toggle .icon-bar{background-color:#888}.navbar-default .navbar-collapse,.navbar-default .navbar-form{border-color:#e7e7e7}.navbar-default .navbar-nav&gt;.open&gt;a,.navbar-default .navbar-nav&gt;.open&gt;a:focus,.navbar-default .navbar-nav&gt;.open&gt;a:hover{color:#555;background-color:#e7e7e7}@media (max-width:767px){.navbar-default .navbar-nav .open .dropdown-menu&gt;li&gt;a{color:#777}.navbar-default .navbar-nav .open .dropdown-menu&gt;li&gt;a:focus,.navbar-default .navbar-nav .open .dropdown-menu&gt;li&gt;a:hover{color:#333;background-color:transparent}.navbar-default .navbar-nav .open .dropdown-menu&gt;.active&gt;a,.navbar-default .navbar-nav .open .dropdown-menu&gt;.active&gt;a:focus,.navbar-default .navbar-nav .open .dropdown-menu&gt;.active&gt;a:hover{color:#555;background-color:#e7e7e7}.navbar-default .navbar-nav .open .dropdown-menu&gt;.disabled&gt;a,.navbar-default .navbar-nav .open .dropdown-menu&gt;.disabled&gt;a:focus,.navbar-default .navbar-nav .open .dropdown-menu&gt;.disabled&gt;a:hover{color:#ccc;background-color:transparent}}.navbar-default .navbar-link{color:#777}.navbar-default .navbar-link:hover{color:#333}.navbar-default .btn-link{color:#777}.navbar-default .btn-link:focus,.navbar-default .btn-link:hover{color:#333}.navbar-default .btn-link[disabled]:focus,.navbar-default .btn-link[disabled]:hover,fieldset[disabled] .navbar-default .btn-link:focus,fieldset[disabled] .navbar-default .btn-link:hover{color:#ccc}.navbar-inverse{background-color:#222;border-color:#080808}.navbar-inverse .navbar-brand{color:#9d9d9d}.navbar-inverse .navbar-brand:focus,.navbar-inverse .navbar-brand:hover{color:#fff;background-color:transparent}.navbar-inverse .navbar-text{color:#9d9d9d}.navbar-inverse .navbar-nav&gt;li&gt;a{color:#9d9d9d}.navbar-inverse .navbar-nav&gt;li&gt;a:focus,.navbar-inverse .navbar-nav&gt;li&gt;a:hover{color:#fff;background-color:transparent}.navbar-inverse .navbar-nav&gt;.active&gt;a,.navbar-inverse .navbar-nav&gt;.active&gt;a:focus,.navbar-inverse .navbar-nav&gt;.active&gt;a:hover{color:#fff;background-color:#080808}.navbar-inverse .navbar-nav&gt;.disabled&gt;a,.navbar-inverse .navbar-nav&gt;.disabled&gt;a:focus,.navbar-inverse .navbar-nav&gt;.disabled&gt;a:hover{color:#444;background-color:transparent}.navbar-inverse .navbar-toggle{border-color:#333}.navbar-inverse .navbar-toggle:focus,.navbar-inverse .navbar-toggle:hover{background-color:#333}.navbar-inverse .navbar-toggle .icon-bar{background-color:#fff}.navbar-inverse .navbar-collapse,.navbar-inverse .navbar-form{border-color:#101010}.navbar-inverse .navbar-nav&gt;.open&gt;a,.navbar-inverse .navbar-nav&gt;.open&gt;a:focus,.navbar-inverse .navbar-nav&gt;.open&gt;a:hover{color:#fff;background-color:#080808}@media (max-width:767px){.navbar-inverse .navbar-nav .open .dropdown-menu&gt;.dropdown-header{border-color:#080808}.navbar-inverse .navbar-nav .open .dropdown-menu .divider{background-color:#080808}.navbar-inverse .navbar-nav .open .dropdown-menu&gt;li&gt;a{color:#9d9d9d}.navbar-inverse .navbar-nav .open .dropdown-menu&gt;li&gt;a:focus,.navbar-inverse .navbar-nav .open .dropdown-menu&gt;li&gt;a:hover{color:#fff;background-color:transparent}.navbar-inverse .navbar-nav .open .dropdown-menu&gt;.active&gt;a,.navbar-inverse .navbar-nav .open .dropdown-menu&gt;.active&gt;a:focus,.navbar-inverse .navbar-nav .open .dropdown-menu&gt;.active&gt;a:hover{color:#fff;background-color:#080808}.navbar-inverse .navbar-nav .open .dropdown-menu&gt;.disabled&gt;a,.navbar-inverse .navbar-nav .open .dropdown-menu&gt;.disabled&gt;a:focus,.navbar-inverse .navbar-nav .open .dropdown-menu&gt;.disabled&gt;a:hover{color:#444;background-color:transparent}}.navbar-inverse .navbar-link{color:#9d9d9d}.navbar-inverse .navbar-link:hover{color:#fff}.navbar-inverse .btn-link{color:#9d9d9d}.navbar-inverse .btn-link:focus,.navbar-inverse .btn-link:hover{color:#fff}.navbar-inverse .btn-link[disabled]:focus,.navbar-inverse .btn-link[disabled]:hover,fieldset[disabled] .navbar-inverse .btn-link:focus,fieldset[disabled] .navbar-inverse .btn-link:hover{color:#444}.breadcrumb{padding:8px 15px;margin-bottom:20px;list-style:none;background-color:#f5f5f5;border-radius:4px}.breadcrumb&gt;li{display:inline-block}.breadcrumb&gt;li+li:before{padding:0 5px;color:#ccc;content:&quot;/\\00a0&quot;}.breadcrumb&gt;.active{color:#777}.pagination{display:inline-block;padding-left:0;margin:20px 0;border-radius:4px}.pagination&gt;li{display:inline}.pagination&gt;li&gt;a,.pagination&gt;li&gt;span{position:relative;float:left;padding:6px 12px;margin-left:-1px;line-height:1.42857143;color:#337ab7;text-decoration:none;background-color:#fff;border:1px solid #ddd}.pagination&gt;li:first-child&gt;a,.pagination&gt;li:first-child&gt;span{margin-left:0;border-top-left-radius:4px;border-bottom-left-radius:4px}.pagination&gt;li:last-child&gt;a,.pagination&gt;li:last-child&gt;span{border-top-right-radius:4px;border-bottom-right-radius:4px}.pagination&gt;li&gt;a:focus,.pagination&gt;li&gt;a:hover,.pagination&gt;li&gt;span:focus,.pagination&gt;li&gt;span:hover{z-index:2;color:#23527c;background-color:#eee;border-color:#ddd}.pagination&gt;.active&gt;a,.pagination&gt;.active&gt;a:focus,.pagination&gt;.active&gt;a:hover,.pagination&gt;.active&gt;span,.pagination&gt;.active&gt;span:focus,.pagination&gt;.active&gt;span:hover{z-index:3;color:#fff;cursor:default;background-color:#337ab7;border-color:#337ab7}.pagination&gt;.disabled&gt;a,.pagination&gt;.disabled&gt;a:focus,.pagination&gt;.disabled&gt;a:hover,.pagination&gt;.disabled&gt;span,.pagination&gt;.disabled&gt;span:focus,.pagination&gt;.disabled&gt;span:hover{color:#777;cursor:not-allowed;background-color:#fff;border-color:#ddd}.pagination-lg&gt;li&gt;a,.pagination-lg&gt;li&gt;span{padding:10px 16px;font-size:18px;line-height:1.3333333}.pagination-lg&gt;li:first-child&gt;a,.pagination-lg&gt;li:first-child&gt;span{border-top-left-radius:6px;border-bottom-left-radius:6px}.pagination-lg&gt;li:last-child&gt;a,.pagination-lg&gt;li:last-child&gt;span{border-top-right-radius:6px;border-bottom-right-radius:6px}.pagination-sm&gt;li&gt;a,.pagination-sm&gt;li&gt;span{padding:5px 10px;font-size:12px;line-height:1.5}.pagination-sm&gt;li:first-child&gt;a,.pagination-sm&gt;li:first-child&gt;span{border-top-left-radius:3px;border-bottom-left-radius:3px}.pagination-sm&gt;li:last-child&gt;a,.pagination-sm&gt;li:last-child&gt;span{border-top-right-radius:3px;border-bottom-right-radius:3px}.pager{padding-left:0;margin:20px 0;text-align:center;list-style:none}.pager li{display:inline}.pager li&gt;a,.pager li&gt;span{display:inline-block;padding:5px 14px;background-color:#fff;border:1px solid #ddd;border-radius:15px}.pager li&gt;a:focus,.pager li&gt;a:hover{text-decoration:none;background-color:#eee}.pager .next&gt;a,.pager .next&gt;span{float:right}.pager .previous&gt;a,.pager .previous&gt;span{float:left}.pager .disabled&gt;a,.pager .disabled&gt;a:focus,.pager .disabled&gt;a:hover,.pager .disabled&gt;span{color:#777;cursor:not-allowed;background-color:#fff}.label{display:inline;padding:.2em .6em .3em;font-size:75%;font-weight:700;line-height:1;color:#fff;text-align:center;white-space:nowrap;vertical-align:baseline;border-radius:.25em}a.label:focus,a.label:hover{color:#fff;text-decoration:none;cursor:pointer}.label:empty{display:none}.btn .label{position:relative;top:-1px}.label-default{background-color:#777}.label-default[href]:focus,.label-default[href]:hover{background-color:#5e5e5e}.label-primary{background-color:#337ab7}.label-primary[href]:focus,.label-primary[href]:hover{background-color:#286090}.label-success{background-color:#5cb85c}.label-success[href]:focus,.label-success[href]:hover{background-color:#449d44}.label-info{background-color:#5bc0de}.label-info[href]:focus,.label-info[href]:hover{background-color:#31b0d5}.label-warning{background-color:#f0ad4e}.label-warning[href]:focus,.label-warning[href]:hover{background-color:#ec971f}.label-danger{background-color:#d9534f}.label-danger[href]:focus,.label-danger[href]:hover{background-color:#c9302c}.badge{display:inline-block;min-width:10px;padding:3px 7px;font-size:12px;font-weight:700;line-height:1;color:#fff;text-align:center;white-space:nowrap;vertical-align:middle;background-color:#777;border-radius:10px}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.btn-group-xs&gt;.btn .badge,.btn-xs .badge{top:0;padding:1px 5px}a.badge:focus,a.badge:hover{color:#fff;text-decoration:none;cursor:pointer}.list-group-item.active&gt;.badge,.nav-pills&gt;.active&gt;a&gt;.badge{color:#337ab7;background-color:#fff}.list-group-item&gt;.badge{float:right}.list-group-item&gt;.badge+.badge{margin-right:5px}.nav-pills&gt;li&gt;a&gt;.badge{margin-left:3px}.jumbotron{padding-top:30px;padding-bottom:30px;margin-bottom:30px;color:inherit;background-color:#eee}.jumbotron .h1,.jumbotron h1{color:inherit}.jumbotron p{margin-bottom:15px;font-size:21px;font-weight:200}.jumbotron&gt;hr{border-top-color:#d5d5d5}.container .jumbotron,.container-fluid .jumbotron{padding-right:15px;padding-left:15px;border-radius:6px}.jumbotron .container{max-width:100%}@media screen and (min-width:768px){.jumbotron{padding-top:48px;padding-bottom:48px}.container .jumbotron,.container-fluid .jumbotron{padding-right:60px;padding-left:60px}.jumbotron .h1,.jumbotron h1{font-size:63px}}.thumbnail{display:block;padding:4px;margin-bottom:20px;line-height:1.42857143;background-color:#fff;border:1px solid #ddd;border-radius:4px;-webkit-transition:border .2s ease-in-out;-o-transition:border .2s ease-in-out;transition:border .2s ease-in-out}.thumbnail a&gt;img,.thumbnail&gt;img{margin-right:auto;margin-left:auto}a.thumbnail.active,a.thumbnail:focus,a.thumbnail:hover{border-color:#337ab7}.thumbnail .caption{padding:9px;color:#333}.alert{padding:15px;margin-bottom:20px;border:1px solid transparent;border-radius:4px}.alert h4{margin-top:0;color:inherit}.alert .alert-link{font-weight:700}.alert&gt;p,.alert&gt;ul{margin-bottom:0}.alert&gt;p+p{margin-top:5px}.alert-dismissable,.alert-dismissible{padding-right:35px}.alert-dismissable .close,.alert-dismissible .close{position:relative;top:-2px;right:-21px;color:inherit}.alert-success{color:#3c763d;background-color:#dff0d8;border-color:#d6e9c6}.alert-success hr{border-top-color:#c9e2b3}.alert-success .alert-link{color:#2b542c}.alert-info{color:#31708f;background-color:#d9edf7;border-color:#bce8f1}.alert-info hr{border-top-color:#a6e1ec}.alert-info .alert-link{color:#245269}.alert-warning{color:#8a6d3b;background-color:#fcf8e3;border-color:#faebcc}.alert-warning hr{border-top-color:#f7e1b5}.alert-warning .alert-link{color:#66512c}.alert-danger{color:#a94442;background-color:#f2dede;border-color:#ebccd1}.alert-danger hr{border-top-color:#e4b9c0}.alert-danger .alert-link{color:#843534}@-webkit-keyframes progress-bar-stripes{from{background-position:40px 0}to{background-position:0 0}}@-o-keyframes progress-bar-stripes{from{background-position:40px 0}to{background-position:0 0}}@keyframes progress-bar-stripes{from{background-position:40px 0}to{background-position:0 0}}.progress{height:20px;margin-bottom:20px;overflow:hidden;background-color:#f5f5f5;border-radius:4px;-webkit-box-shadow:inset 0 1px 2px rgba(0,0,0,.1);box-shadow:inset 0 1px 2px rgba(0,0,0,.1)}.progress-bar{float:left;width:0;height:100%;font-size:12px;line-height:20px;color:#fff;text-align:center;background-color:#337ab7;-webkit-box-shadow:inset 0 -1px 0 rgba(0,0,0,.15);box-shadow:inset 0 -1px 0 rgba(0,0,0,.15);-webkit-transition:width .6s ease;-o-transition:width .6s ease;transition:width .6s ease}.progress-bar-striped,.progress-striped .progress-bar{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);-webkit-background-size:40px 40px;background-size:40px 40px}.progress-bar.active,.progress.active .progress-bar{-webkit-animation:progress-bar-stripes 2s linear infinite;-o-animation:progress-bar-stripes 2s linear infinite;animation:progress-bar-stripes 2s linear infinite}.progress-bar-success{background-color:#5cb85c}.progress-striped .progress-bar-success{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent)}.progress-bar-info{background-color:#5bc0de}.progress-striped .progress-bar-info{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent)}.progress-bar-warning{background-color:#f0ad4e}.progress-striped .progress-bar-warning{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent)}.progress-bar-danger{background-color:#d9534f}.progress-striped .progress-bar-danger{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent)}.media{margin-top:15px}.media:first-child{margin-top:0}.media,.media-body{overflow:hidden;zoom:1}.media-body{width:10000px}.media-object{display:block}.media-object.img-thumbnail{max-width:none}.media-right,.media&gt;.pull-right{padding-left:10px}.media-left,.media&gt;.pull-left{padding-right:10px}.media-body,.media-left,.media-right{display:table-cell;vertical-align:top}.media-middle{vertical-align:middle}.media-bottom{vertical-align:bottom}.media-heading{margin-top:0;margin-bottom:5px}.media-list{padding-left:0;list-style:none}.list-group{padding-left:0;margin-bottom:20px}.list-group-item{position:relative;display:block;padding:10px 15px;margin-bottom:-1px;background-color:#fff;border:1px solid #ddd}.list-group-item:first-child{border-top-left-radius:4px;border-top-right-radius:4px}.list-group-item:last-child{margin-bottom:0;border-bottom-right-radius:4px;border-bottom-left-radius:4px}a.list-group-item,button.list-group-item{color:#555}a.list-group-item .list-group-item-heading,button.list-group-item .list-group-item-heading{color:#333}a.list-group-item:focus,a.list-group-item:hover,button.list-group-item:focus,button.list-group-item:hover{color:#555;text-decoration:none;background-color:#f5f5f5}button.list-group-item{width:100%;text-align:left}.list-group-item.disabled,.list-group-item.disabled:focus,.list-group-item.disabled:hover{color:#777;cursor:not-allowed;background-color:#eee}.list-group-item.disabled .list-group-item-heading,.list-group-item.disabled:focus .list-group-item-heading,.list-group-item.disabled:hover .list-group-item-heading{color:inherit}.list-group-item.disabled .list-group-item-text,.list-group-item.disabled:focus .list-group-item-text,.list-group-item.disabled:hover .list-group-item-text{color:#777}.list-group-item.active,.list-group-item.active:focus,.list-group-item.active:hover{z-index:2;color:#fff;background-color:#337ab7;border-color:#337ab7}.list-group-item.active .list-group-item-heading,.list-group-item.active .list-group-item-heading&gt;.small,.list-group-item.active .list-group-item-heading&gt;small,.list-group-item.active:focus .list-group-item-heading,.list-group-item.active:focus .list-group-item-heading&gt;.small,.list-group-item.active:focus .list-group-item-heading&gt;small,.list-group-item.active:hover .list-group-item-heading,.list-group-item.active:hover .list-group-item-heading&gt;.small,.list-group-item.active:hover .list-group-item-heading&gt;small{color:inherit}.list-group-item.active .list-group-item-text,.list-group-item.active:focus .list-group-item-text,.list-group-item.active:hover .list-group-item-text{color:#c7ddef}.list-group-item-success{color:#3c763d;background-color:#dff0d8}a.list-group-item-success,button.list-group-item-success{color:#3c763d}a.list-group-item-success .list-group-item-heading,button.list-group-item-success .list-group-item-heading{color:inherit}a.list-group-item-success:focus,a.list-group-item-success:hover,button.list-group-item-success:focus,button.list-group-item-success:hover{color:#3c763d;background-color:#d0e9c6}a.list-group-item-success.active,a.list-group-item-success.active:focus,a.list-group-item-success.active:hover,button.list-group-item-success.active,button.list-group-item-success.active:focus,button.list-group-item-success.active:hover{color:#fff;background-color:#3c763d;border-color:#3c763d}.list-group-item-info{color:#31708f;background-color:#d9edf7}a.list-group-item-info,button.list-group-item-info{color:#31708f}a.list-group-item-info .list-group-item-heading,button.list-group-item-info .list-group-item-heading{color:inherit}a.list-group-item-info:focus,a.list-group-item-info:hover,button.list-group-item-info:focus,button.list-group-item-info:hover{color:#31708f;background-color:#c4e3f3}a.list-group-item-info.active,a.list-group-item-info.active:focus,a.list-group-item-info.active:hover,button.list-group-item-info.active,button.list-group-item-info.active:focus,button.list-group-item-info.active:hover{color:#fff;background-color:#31708f;border-color:#31708f}.list-group-item-warning{color:#8a6d3b;background-color:#fcf8e3}a.list-group-item-warning,button.list-group-item-warning{color:#8a6d3b}a.list-group-item-warning .list-group-item-heading,button.list-group-item-warning .list-group-item-heading{color:inherit}a.list-group-item-warning:focus,a.list-group-item-warning:hover,button.list-group-item-warning:focus,button.list-group-item-warning:hover{color:#8a6d3b;background-color:#faf2cc}a.list-group-item-warning.active,a.list-group-item-warning.active:focus,a.list-group-item-warning.active:hover,button.list-group-item-warning.active,button.list-group-item-warning.active:focus,button.list-group-item-warning.active:hover{color:#fff;background-color:#8a6d3b;border-color:#8a6d3b}.list-group-item-danger{color:#a94442;background-color:#f2dede}a.list-group-item-danger,button.list-group-item-danger{color:#a94442}a.list-group-item-danger .list-group-item-heading,button.list-group-item-danger .list-group-item-heading{color:inherit}a.list-group-item-danger:focus,a.list-group-item-danger:hover,button.list-group-item-danger:focus,button.list-group-item-danger:hover{color:#a94442;background-color:#ebcccc}a.list-group-item-danger.active,a.list-group-item-danger.active:focus,a.list-group-item-danger.active:hover,button.list-group-item-danger.active,button.list-group-item-danger.active:focus,button.list-group-item-danger.active:hover{color:#fff;background-color:#a94442;border-color:#a94442}.list-group-item-heading{margin-top:0;margin-bottom:5px}.list-group-item-text{margin-bottom:0;line-height:1.3}.panel{margin-bottom:20px;background-color:#fff;border:1px solid transparent;border-radius:4px;-webkit-box-shadow:0 1px 1px rgba(0,0,0,.05);box-shadow:0 1px 1px rgba(0,0,0,.05)}.panel-body{padding:15px}.panel-heading{padding:10px 15px;border-bottom:1px solid transparent;border-top-left-radius:3px;border-top-right-radius:3px}.panel-heading&gt;.dropdown .dropdown-toggle{color:inherit}.panel-title{margin-top:0;margin-bottom:0;font-size:16px;color:inherit}.panel-title&gt;.small,.panel-title&gt;.small&gt;a,.panel-title&gt;a,.panel-title&gt;small,.panel-title&gt;small&gt;a{color:inherit}.panel-footer{padding:10px 15px;background-color:#f5f5f5;border-top:1px solid #ddd;border-bottom-right-radius:3px;border-bottom-left-radius:3px}.panel&gt;.list-group,.panel&gt;.panel-collapse&gt;.list-group{margin-bottom:0}.panel&gt;.list-group .list-group-item,.panel&gt;.panel-collapse&gt;.list-group .list-group-item{border-width:1px 0;border-radius:0}.panel&gt;.list-group:first-child .list-group-item:first-child,.panel&gt;.panel-collapse&gt;.list-group:first-child .list-group-item:first-child{border-top:0;border-top-left-radius:3px;border-top-right-radius:3px}.panel&gt;.list-group:last-child .list-group-item:last-child,.panel&gt;.panel-collapse&gt;.list-group:last-child .list-group-item:last-child{border-bottom:0;border-bottom-right-radius:3px;border-bottom-left-radius:3px}.panel&gt;.panel-heading+.panel-collapse&gt;.list-group .list-group-item:first-child{border-top-left-radius:0;border-top-right-radius:0}.panel-heading+.list-group .list-group-item:first-child{border-top-width:0}.list-group+.panel-footer{border-top-width:0}.panel&gt;.panel-collapse&gt;.table,.panel&gt;.table,.panel&gt;.table-responsive&gt;.table{margin-bottom:0}.panel&gt;.panel-collapse&gt;.table caption,.panel&gt;.table caption,.panel&gt;.table-responsive&gt;.table caption{padding-right:15px;padding-left:15px}.panel&gt;.table-responsive:first-child&gt;.table:first-child,.panel&gt;.table:first-child{border-top-left-radius:3px;border-top-right-radius:3px}.panel&gt;.table-responsive:first-child&gt;.table:first-child&gt;tbody:first-child&gt;tr:first-child,.panel&gt;.table-responsive:first-child&gt;.table:first-child&gt;thead:first-child&gt;tr:first-child,.panel&gt;.table:first-child&gt;tbody:first-child&gt;tr:first-child,.panel&gt;.table:first-child&gt;thead:first-child&gt;tr:first-child{border-top-left-radius:3px;border-top-right-radius:3px}.panel&gt;.table-responsive:first-child&gt;.table:first-child&gt;tbody:first-child&gt;tr:first-child td:first-child,.panel&gt;.table-responsive:first-child&gt;.table:first-child&gt;tbody:first-child&gt;tr:first-child th:first-child,.panel&gt;.table-responsive:first-child&gt;.table:first-child&gt;thead:first-child&gt;tr:first-child td:first-child,.panel&gt;.table-responsive:first-child&gt;.table:first-child&gt;thead:first-child&gt;tr:first-child th:first-child,.panel&gt;.table:first-child&gt;tbody:first-child&gt;tr:first-child td:first-child,.panel&gt;.table:first-child&gt;tbody:first-child&gt;tr:first-child th:first-child,.panel&gt;.table:first-child&gt;thead:first-child&gt;tr:first-child td:first-child,.panel&gt;.table:first-child&gt;thead:first-child&gt;tr:first-child th:first-child{border-top-left-radius:3px}.panel&gt;.table-responsive:first-child&gt;.table:first-child&gt;tbody:first-child&gt;tr:first-child td:last-child,.panel&gt;.table-responsive:first-child&gt;.table:first-child&gt;tbody:first-child&gt;tr:first-child th:last-child,.panel&gt;.table-responsive:first-child&gt;.table:first-child&gt;thead:first-child&gt;tr:first-child td:last-child,.panel&gt;.table-responsive:first-child&gt;.table:first-child&gt;thead:first-child&gt;tr:first-child th:last-child,.panel&gt;.table:first-child&gt;tbody:first-child&gt;tr:first-child td:last-child,.panel&gt;.table:first-child&gt;tbody:first-child&gt;tr:first-child th:last-child,.panel&gt;.table:first-child&gt;thead:first-child&gt;tr:first-child td:last-child,.panel&gt;.table:first-child&gt;thead:first-child&gt;tr:first-child th:last-child{border-top-right-radius:3px}.panel&gt;.table-responsive:last-child&gt;.table:last-child,.panel&gt;.table:last-child{border-bottom-right-radius:3px;border-bottom-left-radius:3px}.panel&gt;.table-responsive:last-child&gt;.table:last-child&gt;tbody:last-child&gt;tr:last-child,.panel&gt;.table-responsive:last-child&gt;.table:last-child&gt;tfoot:last-child&gt;tr:last-child,.panel&gt;.table:last-child&gt;tbody:last-child&gt;tr:last-child,.panel&gt;.table:last-child&gt;tfoot:last-child&gt;tr:last-child{border-bottom-right-radius:3px;border-bottom-left-radius:3px}.panel&gt;.table-responsive:last-child&gt;.table:last-child&gt;tbody:last-child&gt;tr:last-child td:first-child,.panel&gt;.table-responsive:last-child&gt;.table:last-child&gt;tbody:last-child&gt;tr:last-child th:first-child,.panel&gt;.table-responsive:last-child&gt;.table:last-child&gt;tfoot:last-child&gt;tr:last-child td:first-child,.panel&gt;.table-responsive:last-child&gt;.table:last-child&gt;tfoot:last-child&gt;tr:last-child th:first-child,.panel&gt;.table:last-child&gt;tbody:last-child&gt;tr:last-child td:first-child,.panel&gt;.table:last-child&gt;tbody:last-child&gt;tr:last-child th:first-child,.panel&gt;.table:last-child&gt;tfoot:last-child&gt;tr:last-child td:first-child,.panel&gt;.table:last-child&gt;tfoot:last-child&gt;tr:last-child th:first-child{border-bottom-left-radius:3px}.panel&gt;.table-responsive:last-child&gt;.table:last-child&gt;tbody:last-child&gt;tr:last-child td:last-child,.panel&gt;.table-responsive:last-child&gt;.table:last-child&gt;tbody:last-child&gt;tr:last-child th:last-child,.panel&gt;.table-responsive:last-child&gt;.table:last-child&gt;tfoot:last-child&gt;tr:last-child td:last-child,.panel&gt;.table-responsive:last-child&gt;.table:last-child&gt;tfoot:last-child&gt;tr:last-child th:last-child,.panel&gt;.table:last-child&gt;tbody:last-child&gt;tr:last-child td:last-child,.panel&gt;.table:last-child&gt;tbody:last-child&gt;tr:last-child th:last-child,.panel&gt;.table:last-child&gt;tfoot:last-child&gt;tr:last-child td:last-child,.panel&gt;.table:last-child&gt;tfoot:last-child&gt;tr:last-child th:last-child{border-bottom-right-radius:3px}.panel&gt;.panel-body+.table,.panel&gt;.panel-body+.table-responsive,.panel&gt;.table+.panel-body,.panel&gt;.table-responsive+.panel-body{border-top:1px solid #ddd}.panel&gt;.table&gt;tbody:first-child&gt;tr:first-child td,.panel&gt;.table&gt;tbody:first-child&gt;tr:first-child th{border-top:0}.panel&gt;.table-bordered,.panel&gt;.table-responsive&gt;.table-bordered{border:0}.panel&gt;.table-bordered&gt;tbody&gt;tr&gt;td:first-child,.panel&gt;.table-bordered&gt;tbody&gt;tr&gt;th:first-child,.panel&gt;.table-bordered&gt;tfoot&gt;tr&gt;td:first-child,.panel&gt;.table-bordered&gt;tfoot&gt;tr&gt;th:first-child,.panel&gt;.table-bordered&gt;thead&gt;tr&gt;td:first-child,.panel&gt;.table-bordered&gt;thead&gt;tr&gt;th:first-child,.panel&gt;.table-responsive&gt;.table-bordered&gt;tbody&gt;tr&gt;td:first-child,.panel&gt;.table-responsive&gt;.table-bordered&gt;tbody&gt;tr&gt;th:first-child,.panel&gt;.table-responsive&gt;.table-bordered&gt;tfoot&gt;tr&gt;td:first-child,.panel&gt;.table-responsive&gt;.table-bordered&gt;tfoot&gt;tr&gt;th:first-child,.panel&gt;.table-responsive&gt;.table-bordered&gt;thead&gt;tr&gt;td:first-child,.panel&gt;.table-responsive&gt;.table-bordered&gt;thead&gt;tr&gt;th:first-child{border-left:0}.panel&gt;.table-bordered&gt;tbody&gt;tr&gt;td:last-child,.panel&gt;.table-bordered&gt;tbody&gt;tr&gt;th:last-child,.panel&gt;.table-bordered&gt;tfoot&gt;tr&gt;td:last-child,.panel&gt;.table-bordered&gt;tfoot&gt;tr&gt;th:last-child,.panel&gt;.table-bordered&gt;thead&gt;tr&gt;td:last-child,.panel&gt;.table-bordered&gt;thead&gt;tr&gt;th:last-child,.panel&gt;.table-responsive&gt;.table-bordered&gt;tbody&gt;tr&gt;td:last-child,.panel&gt;.table-responsive&gt;.table-bordered&gt;tbody&gt;tr&gt;th:last-child,.panel&gt;.table-responsive&gt;.table-bordered&gt;tfoot&gt;tr&gt;td:last-child,.panel&gt;.table-responsive&gt;.table-bordered&gt;tfoot&gt;tr&gt;th:last-child,.panel&gt;.table-responsive&gt;.table-bordered&gt;thead&gt;tr&gt;td:last-child,.panel&gt;.table-responsive&gt;.table-bordered&gt;thead&gt;tr&gt;th:last-child{border-right:0}.panel&gt;.table-bordered&gt;tbody&gt;tr:first-child&gt;td,.panel&gt;.table-bordered&gt;tbody&gt;tr:first-child&gt;th,.panel&gt;.table-bordered&gt;thead&gt;tr:first-child&gt;td,.panel&gt;.table-bordered&gt;thead&gt;tr:first-child&gt;th,.panel&gt;.table-responsive&gt;.table-bordered&gt;tbody&gt;tr:first-child&gt;td,.panel&gt;.table-responsive&gt;.table-bordered&gt;tbody&gt;tr:first-child&gt;th,.panel&gt;.table-responsive&gt;.table-bordered&gt;thead&gt;tr:first-child&gt;td,.panel&gt;.table-responsive&gt;.table-bordered&gt;thead&gt;tr:first-child&gt;th{border-bottom:0}.panel&gt;.table-bordered&gt;tbody&gt;tr:last-child&gt;td,.panel&gt;.table-bordered&gt;tbody&gt;tr:last-child&gt;th,.panel&gt;.table-bordered&gt;tfoot&gt;tr:last-child&gt;td,.panel&gt;.table-bordered&gt;tfoot&gt;tr:last-child&gt;th,.panel&gt;.table-responsive&gt;.table-bordered&gt;tbody&gt;tr:last-child&gt;td,.panel&gt;.table-responsive&gt;.table-bordered&gt;tbody&gt;tr:last-child&gt;th,.panel&gt;.table-responsive&gt;.table-bordered&gt;tfoot&gt;tr:last-child&gt;td,.panel&gt;.table-responsive&gt;.table-bordered&gt;tfoot&gt;tr:last-child&gt;th{border-bottom:0}.panel&gt;.table-responsive{margin-bottom:0;border:0}.panel-group{margin-bottom:20px}.panel-group .panel{margin-bottom:0;border-radius:4px}.panel-group .panel+.panel{margin-top:5px}.panel-group .panel-heading{border-bottom:0}.panel-group .panel-heading+.panel-collapse&gt;.list-group,.panel-group .panel-heading+.panel-collapse&gt;.panel-body{border-top:1px solid #ddd}.panel-group .panel-footer{border-top:0}.panel-group .panel-footer+.panel-collapse .panel-body{border-bottom:1px solid #ddd}.panel-default{border-color:#ddd}.panel-default&gt;.panel-heading{color:#333;background-color:#f5f5f5;border-color:#ddd}.panel-default&gt;.panel-heading+.panel-collapse&gt;.panel-body{border-top-color:#ddd}.panel-default&gt;.panel-heading .badge{color:#f5f5f5;background-color:#333}.panel-default&gt;.panel-footer+.panel-collapse&gt;.panel-body{border-bottom-color:#ddd}.panel-primary{border-color:#337ab7}.panel-primary&gt;.panel-heading{color:#fff;background-color:#337ab7;border-color:#337ab7}.panel-primary&gt;.panel-heading+.panel-collapse&gt;.panel-body{border-top-color:#337ab7}.panel-primary&gt;.panel-heading .badge{color:#337ab7;background-color:#fff}.panel-primary&gt;.panel-footer+.panel-collapse&gt;.panel-body{border-bottom-color:#337ab7}.panel-success{border-color:#d6e9c6}.panel-success&gt;.panel-heading{color:#3c763d;background-color:#dff0d8;border-color:#d6e9c6}.panel-success&gt;.panel-heading+.panel-collapse&gt;.panel-body{border-top-color:#d6e9c6}.panel-success&gt;.panel-heading .badge{color:#dff0d8;background-color:#3c763d}.panel-success&gt;.panel-footer+.panel-collapse&gt;.panel-body{border-bottom-color:#d6e9c6}.panel-info{border-color:#bce8f1}.panel-info&gt;.panel-heading{color:#31708f;background-color:#d9edf7;border-color:#bce8f1}.panel-info&gt;.panel-heading+.panel-collapse&gt;.panel-body{border-top-color:#bce8f1}.panel-info&gt;.panel-heading .badge{color:#d9edf7;background-color:#31708f}.panel-info&gt;.panel-footer+.panel-collapse&gt;.panel-body{border-bottom-color:#bce8f1}.panel-warning{border-color:#faebcc}.panel-warning&gt;.panel-heading{color:#8a6d3b;background-color:#fcf8e3;border-color:#faebcc}.panel-warning&gt;.panel-heading+.panel-collapse&gt;.panel-body{border-top-color:#faebcc}.panel-warning&gt;.panel-heading .badge{color:#fcf8e3;background-color:#8a6d3b}.panel-warning&gt;.panel-footer+.panel-collapse&gt;.panel-body{border-bottom-color:#faebcc}.panel-danger{border-color:#ebccd1}.panel-danger&gt;.panel-heading{color:#a94442;background-color:#f2dede;border-color:#ebccd1}.panel-danger&gt;.panel-heading+.panel-collapse&gt;.panel-body{border-top-color:#ebccd1}.panel-danger&gt;.panel-heading .badge{color:#f2dede;background-color:#a94442}.panel-danger&gt;.panel-footer+.panel-collapse&gt;.panel-body{border-bottom-color:#ebccd1}.embed-responsive{position:relative;display:block;height:0;padding:0;overflow:hidden}.embed-responsive .embed-responsive-item,.embed-responsive embed,.embed-responsive iframe,.embed-responsive object,.embed-responsive video{position:absolute;top:0;bottom:0;left:0;width:100%;height:100%;border:0}.embed-responsive-16by9{padding-bottom:56.25%}.embed-responsive-4by3{padding-bottom:75%}.well{min-height:20px;padding:19px;margin-bottom:20px;background-color:#f5f5f5;border:1px solid #e3e3e3;border-radius:4px;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.05);box-shadow:inset 0 1px 1px rgba(0,0,0,.05)}.well blockquote{border-color:#ddd;border-color:rgba(0,0,0,.15)}.well-lg{padding:24px;border-radius:6px}.well-sm{padding:9px;border-radius:3px}.close{float:right;font-size:21px;font-weight:700;line-height:1;color:#000;text-shadow:0 1px 0 #fff;filter:alpha(opacity=20);opacity:.2}.close:focus,.close:hover{color:#000;text-decoration:none;cursor:pointer;filter:alpha(opacity=50);opacity:.5}button.close{-webkit-appearance:none;padding:0;cursor:pointer;background:0 0;border:0}.modal-open{overflow:hidden}.modal{position:fixed;top:0;right:0;bottom:0;left:0;z-index:1050;display:none;overflow:hidden;-webkit-overflow-scrolling:touch;outline:0}.modal.fade .modal-dialog{-webkit-transition:-webkit-transform .3s ease-out;-o-transition:-o-transform .3s ease-out;transition:transform .3s ease-out;-webkit-transform:translate(0,-25%);-ms-transform:translate(0,-25%);-o-transform:translate(0,-25%);transform:translate(0,-25%)}.modal.in .modal-dialog{-webkit-transform:translate(0,0);-ms-transform:translate(0,0);-o-transform:translate(0,0);transform:translate(0,0)}.modal-open .modal{overflow-x:hidden;overflow-y:auto}.modal-dialog{position:relative;width:auto;margin:10px}.modal-content{position:relative;background-color:#fff;-webkit-background-clip:padding-box;background-clip:padding-box;border:1px solid #999;border:1px solid rgba(0,0,0,.2);border-radius:6px;outline:0;-webkit-box-shadow:0 3px 9px rgba(0,0,0,.5);box-shadow:0 3px 9px rgba(0,0,0,.5)}.modal-backdrop{position:fixed;top:0;right:0;bottom:0;left:0;z-index:1040;background-color:#000}.modal-backdrop.fade{filter:alpha(opacity=0);opacity:0}.modal-backdrop.in{filter:alpha(opacity=50);opacity:.5}.modal-header{padding:15px;border-bottom:1px solid #e5e5e5}.modal-header .close{margin-top:-2px}.modal-title{margin:0;line-height:1.42857143}.modal-body{position:relative;padding:15px}.modal-footer{padding:15px;text-align:right;border-top:1px solid #e5e5e5}.modal-footer .btn+.btn{margin-bottom:0;margin-left:5px}.modal-footer .btn-group .btn+.btn{margin-left:-1px}.modal-footer .btn-block+.btn-block{margin-left:0}.modal-scrollbar-measure{position:absolute;top:-9999px;width:50px;height:50px;overflow:scroll}@media (min-width:768px){.modal-dialog{width:600px;margin:30px auto}.modal-content{-webkit-box-shadow:0 5px 15px rgba(0,0,0,.5);box-shadow:0 5px 15px rgba(0,0,0,.5)}.modal-sm{width:300px}}@media (min-width:992px){.modal-lg{width:900px}}.tooltip{position:absolute;z-index:1070;display:block;font-family:&quot;Helvetica Neue&quot;,Helvetica,Arial,sans-serif;font-size:12px;font-style:normal;font-weight:400;line-height:1.42857143;text-align:left;text-align:start;text-decoration:none;text-shadow:none;text-transform:none;letter-spacing:normal;word-break:normal;word-spacing:normal;word-wrap:normal;white-space:normal;filter:alpha(opacity=0);opacity:0;line-break:auto}.tooltip.in{filter:alpha(opacity=90);opacity:.9}.tooltip.top{padding:5px 0;margin-top:-3px}.tooltip.right{padding:0 5px;margin-left:3px}.tooltip.bottom{padding:5px 0;margin-top:3px}.tooltip.left{padding:0 5px;margin-left:-3px}.tooltip-inner{max-width:200px;padding:3px 8px;color:#fff;text-align:center;background-color:#000;border-radius:4px}.tooltip-arrow{position:absolute;width:0;height:0;border-color:transparent;border-style:solid}.tooltip.top .tooltip-arrow{bottom:0;left:50%;margin-left:-5px;border-width:5px 5px 0;border-top-color:#000}.tooltip.top-left .tooltip-arrow{right:5px;bottom:0;margin-bottom:-5px;border-width:5px 5px 0;border-top-color:#000}.tooltip.top-right .tooltip-arrow{bottom:0;left:5px;margin-bottom:-5px;border-width:5px 5px 0;border-top-color:#000}.tooltip.right .tooltip-arrow{top:50%;left:0;margin-top:-5px;border-width:5px 5px 5px 0;border-right-color:#000}.tooltip.left .tooltip-arrow{top:50%;right:0;margin-top:-5px;border-width:5px 0 5px 5px;border-left-color:#000}.tooltip.bottom .tooltip-arrow{top:0;left:50%;margin-left:-5px;border-width:0 5px 5px;border-bottom-color:#000}.tooltip.bottom-left .tooltip-arrow{top:0;right:5px;margin-top:-5px;border-width:0 5px 5px;border-bottom-color:#000}.tooltip.bottom-right .tooltip-arrow{top:0;left:5px;margin-top:-5px;border-width:0 5px 5px;border-bottom-color:#000}.popover{position:absolute;top:0;left:0;z-index:1060;display:none;max-width:276px;padding:1px;font-family:&quot;Helvetica Neue&quot;,Helvetica,Arial,sans-serif;font-size:14px;font-style:normal;font-weight:400;line-height:1.42857143;text-align:left;text-align:start;text-decoration:none;text-shadow:none;text-transform:none;letter-spacing:normal;word-break:normal;word-spacing:normal;word-wrap:normal;white-space:normal;background-color:#fff;-webkit-background-clip:padding-box;background-clip:padding-box;border:1px solid #ccc;border:1px solid rgba(0,0,0,.2);border-radius:6px;-webkit-box-shadow:0 5px 10px rgba(0,0,0,.2);box-shadow:0 5px 10px rgba(0,0,0,.2);line-break:auto}.popover.top{margin-top:-10px}.popover.right{margin-left:10px}.popover.bottom{margin-top:10px}.popover.left{margin-left:-10px}.popover-title{padding:8px 14px;margin:0;font-size:14px;background-color:#f7f7f7;border-bottom:1px solid #ebebeb;border-radius:5px 5px 0 0}.popover-content{padding:9px 14px}.popover&gt;.arrow,.popover&gt;.arrow:after{position:absolute;display:block;width:0;height:0;border-color:transparent;border-style:solid}.popover&gt;.arrow{border-width:11px}.popover&gt;.arrow:after{content:&quot;&quot;;border-width:10px}.popover.top&gt;.arrow{bottom:-11px;left:50%;margin-left:-11px;border-top-color:#999;border-top-color:rgba(0,0,0,.25);border-bottom-width:0}.popover.top&gt;.arrow:after{bottom:1px;margin-left:-10px;content:&quot; &quot;;border-top-color:#fff;border-bottom-width:0}.popover.right&gt;.arrow{top:50%;left:-11px;margin-top:-11px;border-right-color:#999;border-right-color:rgba(0,0,0,.25);border-left-width:0}.popover.right&gt;.arrow:after{bottom:-10px;left:1px;content:&quot; &quot;;border-right-color:#fff;border-left-width:0}.popover.bottom&gt;.arrow{top:-11px;left:50%;margin-left:-11px;border-top-width:0;border-bottom-color:#999;border-bottom-color:rgba(0,0,0,.25)}.popover.bottom&gt;.arrow:after{top:1px;margin-left:-10px;content:&quot; &quot;;border-top-width:0;border-bottom-color:#fff}.popover.left&gt;.arrow{top:50%;right:-11px;margin-top:-11px;border-right-width:0;border-left-color:#999;border-left-color:rgba(0,0,0,.25)}.popover.left&gt;.arrow:after{right:1px;bottom:-10px;content:&quot; &quot;;border-right-width:0;border-left-color:#fff}.carousel{position:relative}.carousel-inner{position:relative;width:100%;overflow:hidden}.carousel-inner&gt;.item{position:relative;display:none;-webkit-transition:.6s ease-in-out left;-o-transition:.6s ease-in-out left;transition:.6s ease-in-out left}.carousel-inner&gt;.item&gt;a&gt;img,.carousel-inner&gt;.item&gt;img{line-height:1}@media all and (transform-3d),(-webkit-transform-3d){.carousel-inner&gt;.item{-webkit-transition:-webkit-transform .6s ease-in-out;-o-transition:-o-transform .6s ease-in-out;transition:transform .6s ease-in-out;-webkit-backface-visibility:hidden;backface-visibility:hidden;-webkit-perspective:1000px;perspective:1000px}.carousel-inner&gt;.item.active.right,.carousel-inner&gt;.item.next{left:0;-webkit-transform:translate3d(100%,0,0);transform:translate3d(100%,0,0)}.carousel-inner&gt;.item.active.left,.carousel-inner&gt;.item.prev{left:0;-webkit-transform:translate3d(-100%,0,0);transform:translate3d(-100%,0,0)}.carousel-inner&gt;.item.active,.carousel-inner&gt;.item.next.left,.carousel-inner&gt;.item.prev.right{left:0;-webkit-transform:translate3d(0,0,0);transform:translate3d(0,0,0)}}.carousel-inner&gt;.active,.carousel-inner&gt;.next,.carousel-inner&gt;.prev{display:block}.carousel-inner&gt;.active{left:0}.carousel-inner&gt;.next,.carousel-inner&gt;.prev{position:absolute;top:0;width:100%}.carousel-inner&gt;.next{left:100%}.carousel-inner&gt;.prev{left:-100%}.carousel-inner&gt;.next.left,.carousel-inner&gt;.prev.right{left:0}.carousel-inner&gt;.active.left{left:-100%}.carousel-inner&gt;.active.right{left:100%}.carousel-control{position:absolute;top:0;bottom:0;left:0;width:15%;font-size:20px;color:#fff;text-align:center;text-shadow:0 1px 2px rgba(0,0,0,.6);background-color:rgba(0,0,0,0);filter:alpha(opacity=50);opacity:.5}.carousel-control.left{background-image:-webkit-linear-gradient(left,rgba(0,0,0,.5) 0,rgba(0,0,0,.0001) 100%);background-image:-o-linear-gradient(left,rgba(0,0,0,.5) 0,rgba(0,0,0,.0001) 100%);background-image:-webkit-gradient(linear,left top,right top,from(rgba(0,0,0,.5)),to(rgba(0,0,0,.0001)));background-image:linear-gradient(to right,rgba(0,0,0,.5) 0,rgba(0,0,0,.0001) 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#80000000&#x27;, endColorstr=&#x27;#00000000&#x27;, GradientType=1);background-repeat:repeat-x}.carousel-control.right{right:0;left:auto;background-image:-webkit-linear-gradient(left,rgba(0,0,0,.0001) 0,rgba(0,0,0,.5) 100%);background-image:-o-linear-gradient(left,rgba(0,0,0,.0001) 0,rgba(0,0,0,.5) 100%);background-image:-webkit-gradient(linear,left top,right top,from(rgba(0,0,0,.0001)),to(rgba(0,0,0,.5)));background-image:linear-gradient(to right,rgba(0,0,0,.0001) 0,rgba(0,0,0,.5) 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#00000000&#x27;, endColorstr=&#x27;#80000000&#x27;, GradientType=1);background-repeat:repeat-x}.carousel-control:focus,.carousel-control:hover{color:#fff;text-decoration:none;filter:alpha(opacity=90);outline:0;opacity:.9}.carousel-control .glyphicon-chevron-left,.carousel-control .glyphicon-chevron-right,.carousel-control .icon-next,.carousel-control .icon-prev{position:absolute;top:50%;z-index:5;display:inline-block;margin-top:-10px}.carousel-control .glyphicon-chevron-left,.carousel-control .icon-prev{left:50%;margin-left:-10px}.carousel-control .glyphicon-chevron-right,.carousel-control .icon-next{right:50%;margin-right:-10px}.carousel-control .icon-next,.carousel-control .icon-prev{width:20px;height:20px;font-family:serif;line-height:1}.carousel-control .icon-prev:before{content:&#x27;\\2039&#x27;}.carousel-control .icon-next:before{content:&#x27;\\203a&#x27;}.carousel-indicators{position:absolute;bottom:10px;left:50%;z-index:15;width:60%;padding-left:0;margin-left:-30%;text-align:center;list-style:none}.carousel-indicators li{display:inline-block;width:10px;height:10px;margin:1px;text-indent:-999px;cursor:pointer;background-color:#000\\9;background-color:rgba(0,0,0,0);border:1px solid #fff;border-radius:10px}.carousel-indicators .active{width:12px;height:12px;margin:0;background-color:#fff}.carousel-caption{position:absolute;right:15%;bottom:20px;left:15%;z-index:10;padding-top:20px;padding-bottom:20px;color:#fff;text-align:center;text-shadow:0 1px 2px rgba(0,0,0,.6)}.carousel-caption .btn{text-shadow:none}@media screen and (min-width:768px){.carousel-control .glyphicon-chevron-left,.carousel-control .glyphicon-chevron-right,.carousel-control .icon-next,.carousel-control .icon-prev{width:30px;height:30px;margin-top:-10px;font-size:30px}.carousel-control .glyphicon-chevron-left,.carousel-control .icon-prev{margin-left:-10px}.carousel-control .glyphicon-chevron-right,.carousel-control .icon-next{margin-right:-10px}.carousel-caption{right:20%;left:20%;padding-bottom:30px}.carousel-indicators{bottom:20px}}.btn-group-vertical&gt;.btn-group:after,.btn-group-vertical&gt;.btn-group:before,.btn-toolbar:after,.btn-toolbar:before,.clearfix:after,.clearfix:before,.container-fluid:after,.container-fluid:before,.container:after,.container:before,.dl-horizontal dd:after,.dl-horizontal dd:before,.form-horizontal .form-group:after,.form-horizontal .form-group:before,.modal-footer:after,.modal-footer:before,.modal-header:after,.modal-header:before,.nav:after,.nav:before,.navbar-collapse:after,.navbar-collapse:before,.navbar-header:after,.navbar-header:before,.navbar:after,.navbar:before,.pager:after,.pager:before,.panel-body:after,.panel-body:before,.row:after,.row:before{display:table;content:&quot; &quot;}.btn-group-vertical&gt;.btn-group:after,.btn-toolbar:after,.clearfix:after,.container-fluid:after,.container:after,.dl-horizontal dd:after,.form-horizontal .form-group:after,.modal-footer:after,.modal-header:after,.nav:after,.navbar-collapse:after,.navbar-header:after,.navbar:after,.pager:after,.panel-body:after,.row:after{clear:both}.center-block{display:block;margin-right:auto;margin-left:auto}.pull-right{float:right!important}.pull-left{float:left!important}.hide{display:none!important}.show{display:block!important}.invisible{visibility:hidden}.text-hide{font:0/0 a;color:transparent;text-shadow:none;background-color:transparent;border:0}.hidden{display:none!important}.affix{position:fixed}@-ms-viewport{width:device-width}.visible-lg,.visible-md,.visible-sm,.visible-xs{display:none!important}.visible-lg-block,.visible-lg-inline,.visible-lg-inline-block,.visible-md-block,.visible-md-inline,.visible-md-inline-block,.visible-sm-block,.visible-sm-inline,.visible-sm-inline-block,.visible-xs-block,.visible-xs-inline,.visible-xs-inline-block{display:none!important}@media (max-width:767px){.visible-xs{display:block!important}table.visible-xs{display:table!important}tr.visible-xs{display:table-row!important}td.visible-xs,th.visible-xs{display:table-cell!important}}@media (max-width:767px){.visible-xs-block{display:block!important}}@media (max-width:767px){.visible-xs-inline{display:inline!important}}@media (max-width:767px){.visible-xs-inline-block{display:inline-block!important}}@media (min-width:768px) and (max-width:991px){.visible-sm{display:block!important}table.visible-sm{display:table!important}tr.visible-sm{display:table-row!important}td.visible-sm,th.visible-sm{display:table-cell!important}}@media (min-width:768px) and (max-width:991px){.visible-sm-block{display:block!important}}@media (min-width:768px) and (max-width:991px){.visible-sm-inline{display:inline!important}}@media (min-width:768px) and (max-width:991px){.visible-sm-inline-block{display:inline-block!important}}@media (min-width:992px) and (max-width:1199px){.visible-md{display:block!important}table.visible-md{display:table!important}tr.visible-md{display:table-row!important}td.visible-md,th.visible-md{display:table-cell!important}}@media (min-width:992px) and (max-width:1199px){.visible-md-block{display:block!important}}@media (min-width:992px) and (max-width:1199px){.visible-md-inline{display:inline!important}}@media (min-width:992px) and (max-width:1199px){.visible-md-inline-block{display:inline-block!important}}@media (min-width:1200px){.visible-lg{display:block!important}table.visible-lg{display:table!important}tr.visible-lg{display:table-row!important}td.visible-lg,th.visible-lg{display:table-cell!important}}@media (min-width:1200px){.visible-lg-block{display:block!important}}@media (min-width:1200px){.visible-lg-inline{display:inline!important}}@media (min-width:1200px){.visible-lg-inline-block{display:inline-block!important}}@media (max-width:767px){.hidden-xs{display:none!important}}@media (min-width:768px) and (max-width:991px){.hidden-sm{display:none!important}}@media (min-width:992px) and (max-width:1199px){.hidden-md{display:none!important}}@media (min-width:1200px){.hidden-lg{display:none!important}}.visible-print{display:none!important}@media print{.visible-print{display:block!important}table.visible-print{display:table!important}tr.visible-print{display:table-row!important}td.visible-print,th.visible-print{display:table-cell!important}}.visible-print-block{display:none!important}@media print{.visible-print-block{display:block!important}}.visible-print-inline{display:none!important}@media print{.visible-print-inline{display:inline!important}}.visible-print-inline-block{display:none!important}@media print{.visible-print-inline-block{display:inline-block!important}}@media print{.hidden-print{display:none!important}}\n",
       "/*# sourceMappingURL=bootstrap.min.css.map *//*!\n",
       " * Bootstrap v3.3.7 (http:https://getbootstrap.com)\n",
       " * Copyright 2011-2016 Twitter, Inc.\n",
       " * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)\n",
       " */.btn-danger,.btn-default,.btn-info,.btn-primary,.btn-success,.btn-warning{text-shadow:0 -1px 0 rgba(0,0,0,.2);-webkit-box-shadow:inset 0 1px 0 rgba(255,255,255,.15),0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 0 rgba(255,255,255,.15),0 1px 1px rgba(0,0,0,.075)}.btn-danger.active,.btn-danger:active,.btn-default.active,.btn-default:active,.btn-info.active,.btn-info:active,.btn-primary.active,.btn-primary:active,.btn-success.active,.btn-success:active,.btn-warning.active,.btn-warning:active{-webkit-box-shadow:inset 0 3px 5px rgba(0,0,0,.125);box-shadow:inset 0 3px 5px rgba(0,0,0,.125)}.btn-danger.disabled,.btn-danger[disabled],.btn-default.disabled,.btn-default[disabled],.btn-info.disabled,.btn-info[disabled],.btn-primary.disabled,.btn-primary[disabled],.btn-success.disabled,.btn-success[disabled],.btn-warning.disabled,.btn-warning[disabled],fieldset[disabled] .btn-danger,fieldset[disabled] .btn-default,fieldset[disabled] .btn-info,fieldset[disabled] .btn-primary,fieldset[disabled] .btn-success,fieldset[disabled] .btn-warning{-webkit-box-shadow:none;box-shadow:none}.btn-danger .badge,.btn-default .badge,.btn-info .badge,.btn-primary .badge,.btn-success .badge,.btn-warning .badge{text-shadow:none}.btn.active,.btn:active{background-image:none}.btn-default{text-shadow:0 1px 0 #fff;background-image:-webkit-linear-gradient(top,#fff 0,#e0e0e0 100%);background-image:-o-linear-gradient(top,#fff 0,#e0e0e0 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#fff),to(#e0e0e0));background-image:linear-gradient(to bottom,#fff 0,#e0e0e0 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#ffffffff&#x27;, endColorstr=&#x27;#ffe0e0e0&#x27;, GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false);background-repeat:repeat-x;border-color:#dbdbdb;border-color:#ccc}.btn-default:focus,.btn-default:hover{background-color:#e0e0e0;background-position:0 -15px}.btn-default.active,.btn-default:active{background-color:#e0e0e0;border-color:#dbdbdb}.btn-default.disabled,.btn-default.disabled.active,.btn-default.disabled.focus,.btn-default.disabled:active,.btn-default.disabled:focus,.btn-default.disabled:hover,.btn-default[disabled],.btn-default[disabled].active,.btn-default[disabled].focus,.btn-default[disabled]:active,.btn-default[disabled]:focus,.btn-default[disabled]:hover,fieldset[disabled] .btn-default,fieldset[disabled] .btn-default.active,fieldset[disabled] .btn-default.focus,fieldset[disabled] .btn-default:active,fieldset[disabled] .btn-default:focus,fieldset[disabled] .btn-default:hover{background-color:#e0e0e0;background-image:none}.btn-primary{background-image:-webkit-linear-gradient(top,#337ab7 0,#265a88 100%);background-image:-o-linear-gradient(top,#337ab7 0,#265a88 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#337ab7),to(#265a88));background-image:linear-gradient(to bottom,#337ab7 0,#265a88 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#ff337ab7&#x27;, endColorstr=&#x27;#ff265a88&#x27;, GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false);background-repeat:repeat-x;border-color:#245580}.btn-primary:focus,.btn-primary:hover{background-color:#265a88;background-position:0 -15px}.btn-primary.active,.btn-primary:active{background-color:#265a88;border-color:#245580}.btn-primary.disabled,.btn-primary.disabled.active,.btn-primary.disabled.focus,.btn-primary.disabled:active,.btn-primary.disabled:focus,.btn-primary.disabled:hover,.btn-primary[disabled],.btn-primary[disabled].active,.btn-primary[disabled].focus,.btn-primary[disabled]:active,.btn-primary[disabled]:focus,.btn-primary[disabled]:hover,fieldset[disabled] .btn-primary,fieldset[disabled] .btn-primary.active,fieldset[disabled] .btn-primary.focus,fieldset[disabled] .btn-primary:active,fieldset[disabled] .btn-primary:focus,fieldset[disabled] .btn-primary:hover{background-color:#265a88;background-image:none}.btn-success{background-image:-webkit-linear-gradient(top,#5cb85c 0,#419641 100%);background-image:-o-linear-gradient(top,#5cb85c 0,#419641 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#5cb85c),to(#419641));background-image:linear-gradient(to bottom,#5cb85c 0,#419641 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#ff5cb85c&#x27;, endColorstr=&#x27;#ff419641&#x27;, GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false);background-repeat:repeat-x;border-color:#3e8f3e}.btn-success:focus,.btn-success:hover{background-color:#419641;background-position:0 -15px}.btn-success.active,.btn-success:active{background-color:#419641;border-color:#3e8f3e}.btn-success.disabled,.btn-success.disabled.active,.btn-success.disabled.focus,.btn-success.disabled:active,.btn-success.disabled:focus,.btn-success.disabled:hover,.btn-success[disabled],.btn-success[disabled].active,.btn-success[disabled].focus,.btn-success[disabled]:active,.btn-success[disabled]:focus,.btn-success[disabled]:hover,fieldset[disabled] .btn-success,fieldset[disabled] .btn-success.active,fieldset[disabled] .btn-success.focus,fieldset[disabled] .btn-success:active,fieldset[disabled] .btn-success:focus,fieldset[disabled] .btn-success:hover{background-color:#419641;background-image:none}.btn-info{background-image:-webkit-linear-gradient(top,#5bc0de 0,#2aabd2 100%);background-image:-o-linear-gradient(top,#5bc0de 0,#2aabd2 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#5bc0de),to(#2aabd2));background-image:linear-gradient(to bottom,#5bc0de 0,#2aabd2 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#ff5bc0de&#x27;, endColorstr=&#x27;#ff2aabd2&#x27;, GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false);background-repeat:repeat-x;border-color:#28a4c9}.btn-info:focus,.btn-info:hover{background-color:#2aabd2;background-position:0 -15px}.btn-info.active,.btn-info:active{background-color:#2aabd2;border-color:#28a4c9}.btn-info.disabled,.btn-info.disabled.active,.btn-info.disabled.focus,.btn-info.disabled:active,.btn-info.disabled:focus,.btn-info.disabled:hover,.btn-info[disabled],.btn-info[disabled].active,.btn-info[disabled].focus,.btn-info[disabled]:active,.btn-info[disabled]:focus,.btn-info[disabled]:hover,fieldset[disabled] .btn-info,fieldset[disabled] .btn-info.active,fieldset[disabled] .btn-info.focus,fieldset[disabled] .btn-info:active,fieldset[disabled] .btn-info:focus,fieldset[disabled] .btn-info:hover{background-color:#2aabd2;background-image:none}.btn-warning{background-image:-webkit-linear-gradient(top,#f0ad4e 0,#eb9316 100%);background-image:-o-linear-gradient(top,#f0ad4e 0,#eb9316 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#f0ad4e),to(#eb9316));background-image:linear-gradient(to bottom,#f0ad4e 0,#eb9316 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#fff0ad4e&#x27;, endColorstr=&#x27;#ffeb9316&#x27;, GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false);background-repeat:repeat-x;border-color:#e38d13}.btn-warning:focus,.btn-warning:hover{background-color:#eb9316;background-position:0 -15px}.btn-warning.active,.btn-warning:active{background-color:#eb9316;border-color:#e38d13}.btn-warning.disabled,.btn-warning.disabled.active,.btn-warning.disabled.focus,.btn-warning.disabled:active,.btn-warning.disabled:focus,.btn-warning.disabled:hover,.btn-warning[disabled],.btn-warning[disabled].active,.btn-warning[disabled].focus,.btn-warning[disabled]:active,.btn-warning[disabled]:focus,.btn-warning[disabled]:hover,fieldset[disabled] .btn-warning,fieldset[disabled] .btn-warning.active,fieldset[disabled] .btn-warning.focus,fieldset[disabled] .btn-warning:active,fieldset[disabled] .btn-warning:focus,fieldset[disabled] .btn-warning:hover{background-color:#eb9316;background-image:none}.btn-danger{background-image:-webkit-linear-gradient(top,#d9534f 0,#c12e2a 100%);background-image:-o-linear-gradient(top,#d9534f 0,#c12e2a 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#d9534f),to(#c12e2a));background-image:linear-gradient(to bottom,#d9534f 0,#c12e2a 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#ffd9534f&#x27;, endColorstr=&#x27;#ffc12e2a&#x27;, GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false);background-repeat:repeat-x;border-color:#b92c28}.btn-danger:focus,.btn-danger:hover{background-color:#c12e2a;background-position:0 -15px}.btn-danger.active,.btn-danger:active{background-color:#c12e2a;border-color:#b92c28}.btn-danger.disabled,.btn-danger.disabled.active,.btn-danger.disabled.focus,.btn-danger.disabled:active,.btn-danger.disabled:focus,.btn-danger.disabled:hover,.btn-danger[disabled],.btn-danger[disabled].active,.btn-danger[disabled].focus,.btn-danger[disabled]:active,.btn-danger[disabled]:focus,.btn-danger[disabled]:hover,fieldset[disabled] .btn-danger,fieldset[disabled] .btn-danger.active,fieldset[disabled] .btn-danger.focus,fieldset[disabled] .btn-danger:active,fieldset[disabled] .btn-danger:focus,fieldset[disabled] .btn-danger:hover{background-color:#c12e2a;background-image:none}.img-thumbnail,.thumbnail{-webkit-box-shadow:0 1px 2px rgba(0,0,0,.075);box-shadow:0 1px 2px rgba(0,0,0,.075)}.dropdown-menu&gt;li&gt;a:focus,.dropdown-menu&gt;li&gt;a:hover{background-color:#e8e8e8;background-image:-webkit-linear-gradient(top,#f5f5f5 0,#e8e8e8 100%);background-image:-o-linear-gradient(top,#f5f5f5 0,#e8e8e8 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#f5f5f5),to(#e8e8e8));background-image:linear-gradient(to bottom,#f5f5f5 0,#e8e8e8 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#fff5f5f5&#x27;, endColorstr=&#x27;#ffe8e8e8&#x27;, GradientType=0);background-repeat:repeat-x}.dropdown-menu&gt;.active&gt;a,.dropdown-menu&gt;.active&gt;a:focus,.dropdown-menu&gt;.active&gt;a:hover{background-color:#2e6da4;background-image:-webkit-linear-gradient(top,#337ab7 0,#2e6da4 100%);background-image:-o-linear-gradient(top,#337ab7 0,#2e6da4 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#337ab7),to(#2e6da4));background-image:linear-gradient(to bottom,#337ab7 0,#2e6da4 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#ff337ab7&#x27;, endColorstr=&#x27;#ff2e6da4&#x27;, GradientType=0);background-repeat:repeat-x}.navbar-default{background-image:-webkit-linear-gradient(top,#fff 0,#f8f8f8 100%);background-image:-o-linear-gradient(top,#fff 0,#f8f8f8 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#fff),to(#f8f8f8));background-image:linear-gradient(to bottom,#fff 0,#f8f8f8 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#ffffffff&#x27;, endColorstr=&#x27;#fff8f8f8&#x27;, GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false);background-repeat:repeat-x;border-radius:4px;-webkit-box-shadow:inset 0 1px 0 rgba(255,255,255,.15),0 1px 5px rgba(0,0,0,.075);box-shadow:inset 0 1px 0 rgba(255,255,255,.15),0 1px 5px rgba(0,0,0,.075)}.navbar-default .navbar-nav&gt;.active&gt;a,.navbar-default .navbar-nav&gt;.open&gt;a{background-image:-webkit-linear-gradient(top,#dbdbdb 0,#e2e2e2 100%);background-image:-o-linear-gradient(top,#dbdbdb 0,#e2e2e2 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#dbdbdb),to(#e2e2e2));background-image:linear-gradient(to bottom,#dbdbdb 0,#e2e2e2 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#ffdbdbdb&#x27;, endColorstr=&#x27;#ffe2e2e2&#x27;, GradientType=0);background-repeat:repeat-x;-webkit-box-shadow:inset 0 3px 9px rgba(0,0,0,.075);box-shadow:inset 0 3px 9px rgba(0,0,0,.075)}.navbar-brand,.navbar-nav&gt;li&gt;a{text-shadow:0 1px 0 rgba(255,255,255,.25)}.navbar-inverse{background-image:-webkit-linear-gradient(top,#3c3c3c 0,#222 100%);background-image:-o-linear-gradient(top,#3c3c3c 0,#222 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#3c3c3c),to(#222));background-image:linear-gradient(to bottom,#3c3c3c 0,#222 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#ff3c3c3c&#x27;, endColorstr=&#x27;#ff222222&#x27;, GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false);background-repeat:repeat-x;border-radius:4px}.navbar-inverse .navbar-nav&gt;.active&gt;a,.navbar-inverse .navbar-nav&gt;.open&gt;a{background-image:-webkit-linear-gradient(top,#080808 0,#0f0f0f 100%);background-image:-o-linear-gradient(top,#080808 0,#0f0f0f 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#080808),to(#0f0f0f));background-image:linear-gradient(to bottom,#080808 0,#0f0f0f 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#ff080808&#x27;, endColorstr=&#x27;#ff0f0f0f&#x27;, GradientType=0);background-repeat:repeat-x;-webkit-box-shadow:inset 0 3px 9px rgba(0,0,0,.25);box-shadow:inset 0 3px 9px rgba(0,0,0,.25)}.navbar-inverse .navbar-brand,.navbar-inverse .navbar-nav&gt;li&gt;a{text-shadow:0 -1px 0 rgba(0,0,0,.25)}.navbar-fixed-bottom,.navbar-fixed-top,.navbar-static-top{border-radius:0}@media (max-width:767px){.navbar .navbar-nav .open .dropdown-menu&gt;.active&gt;a,.navbar .navbar-nav .open .dropdown-menu&gt;.active&gt;a:focus,.navbar .navbar-nav .open .dropdown-menu&gt;.active&gt;a:hover{color:#fff;background-image:-webkit-linear-gradient(top,#337ab7 0,#2e6da4 100%);background-image:-o-linear-gradient(top,#337ab7 0,#2e6da4 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#337ab7),to(#2e6da4));background-image:linear-gradient(to bottom,#337ab7 0,#2e6da4 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#ff337ab7&#x27;, endColorstr=&#x27;#ff2e6da4&#x27;, GradientType=0);background-repeat:repeat-x}}.alert{text-shadow:0 1px 0 rgba(255,255,255,.2);-webkit-box-shadow:inset 0 1px 0 rgba(255,255,255,.25),0 1px 2px rgba(0,0,0,.05);box-shadow:inset 0 1px 0 rgba(255,255,255,.25),0 1px 2px rgba(0,0,0,.05)}.alert-success{background-image:-webkit-linear-gradient(top,#dff0d8 0,#c8e5bc 100%);background-image:-o-linear-gradient(top,#dff0d8 0,#c8e5bc 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#dff0d8),to(#c8e5bc));background-image:linear-gradient(to bottom,#dff0d8 0,#c8e5bc 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#ffdff0d8&#x27;, endColorstr=&#x27;#ffc8e5bc&#x27;, GradientType=0);background-repeat:repeat-x;border-color:#b2dba1}.alert-info{background-image:-webkit-linear-gradient(top,#d9edf7 0,#b9def0 100%);background-image:-o-linear-gradient(top,#d9edf7 0,#b9def0 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#d9edf7),to(#b9def0));background-image:linear-gradient(to bottom,#d9edf7 0,#b9def0 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#ffd9edf7&#x27;, endColorstr=&#x27;#ffb9def0&#x27;, GradientType=0);background-repeat:repeat-x;border-color:#9acfea}.alert-warning{background-image:-webkit-linear-gradient(top,#fcf8e3 0,#f8efc0 100%);background-image:-o-linear-gradient(top,#fcf8e3 0,#f8efc0 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#fcf8e3),to(#f8efc0));background-image:linear-gradient(to bottom,#fcf8e3 0,#f8efc0 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#fffcf8e3&#x27;, endColorstr=&#x27;#fff8efc0&#x27;, GradientType=0);background-repeat:repeat-x;border-color:#f5e79e}.alert-danger{background-image:-webkit-linear-gradient(top,#f2dede 0,#e7c3c3 100%);background-image:-o-linear-gradient(top,#f2dede 0,#e7c3c3 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#f2dede),to(#e7c3c3));background-image:linear-gradient(to bottom,#f2dede 0,#e7c3c3 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#fff2dede&#x27;, endColorstr=&#x27;#ffe7c3c3&#x27;, GradientType=0);background-repeat:repeat-x;border-color:#dca7a7}.progress{background-image:-webkit-linear-gradient(top,#ebebeb 0,#f5f5f5 100%);background-image:-o-linear-gradient(top,#ebebeb 0,#f5f5f5 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#ebebeb),to(#f5f5f5));background-image:linear-gradient(to bottom,#ebebeb 0,#f5f5f5 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#ffebebeb&#x27;, endColorstr=&#x27;#fff5f5f5&#x27;, GradientType=0);background-repeat:repeat-x}.progress-bar{background-image:-webkit-linear-gradient(top,#337ab7 0,#286090 100%);background-image:-o-linear-gradient(top,#337ab7 0,#286090 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#337ab7),to(#286090));background-image:linear-gradient(to bottom,#337ab7 0,#286090 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#ff337ab7&#x27;, endColorstr=&#x27;#ff286090&#x27;, GradientType=0);background-repeat:repeat-x}.progress-bar-success{background-image:-webkit-linear-gradient(top,#5cb85c 0,#449d44 100%);background-image:-o-linear-gradient(top,#5cb85c 0,#449d44 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#5cb85c),to(#449d44));background-image:linear-gradient(to bottom,#5cb85c 0,#449d44 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#ff5cb85c&#x27;, endColorstr=&#x27;#ff449d44&#x27;, GradientType=0);background-repeat:repeat-x}.progress-bar-info{background-image:-webkit-linear-gradient(top,#5bc0de 0,#31b0d5 100%);background-image:-o-linear-gradient(top,#5bc0de 0,#31b0d5 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#5bc0de),to(#31b0d5));background-image:linear-gradient(to bottom,#5bc0de 0,#31b0d5 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#ff5bc0de&#x27;, endColorstr=&#x27;#ff31b0d5&#x27;, GradientType=0);background-repeat:repeat-x}.progress-bar-warning{background-image:-webkit-linear-gradient(top,#f0ad4e 0,#ec971f 100%);background-image:-o-linear-gradient(top,#f0ad4e 0,#ec971f 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#f0ad4e),to(#ec971f));background-image:linear-gradient(to bottom,#f0ad4e 0,#ec971f 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#fff0ad4e&#x27;, endColorstr=&#x27;#ffec971f&#x27;, GradientType=0);background-repeat:repeat-x}.progress-bar-danger{background-image:-webkit-linear-gradient(top,#d9534f 0,#c9302c 100%);background-image:-o-linear-gradient(top,#d9534f 0,#c9302c 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#d9534f),to(#c9302c));background-image:linear-gradient(to bottom,#d9534f 0,#c9302c 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#ffd9534f&#x27;, endColorstr=&#x27;#ffc9302c&#x27;, GradientType=0);background-repeat:repeat-x}.progress-bar-striped{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent)}.list-group{border-radius:4px;-webkit-box-shadow:0 1px 2px rgba(0,0,0,.075);box-shadow:0 1px 2px rgba(0,0,0,.075)}.list-group-item.active,.list-group-item.active:focus,.list-group-item.active:hover{text-shadow:0 -1px 0 #286090;background-image:-webkit-linear-gradient(top,#337ab7 0,#2b669a 100%);background-image:-o-linear-gradient(top,#337ab7 0,#2b669a 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#337ab7),to(#2b669a));background-image:linear-gradient(to bottom,#337ab7 0,#2b669a 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#ff337ab7&#x27;, endColorstr=&#x27;#ff2b669a&#x27;, GradientType=0);background-repeat:repeat-x;border-color:#2b669a}.list-group-item.active .badge,.list-group-item.active:focus .badge,.list-group-item.active:hover .badge{text-shadow:none}.panel{-webkit-box-shadow:0 1px 2px rgba(0,0,0,.05);box-shadow:0 1px 2px rgba(0,0,0,.05)}.panel-default&gt;.panel-heading{background-image:-webkit-linear-gradient(top,#f5f5f5 0,#e8e8e8 100%);background-image:-o-linear-gradient(top,#f5f5f5 0,#e8e8e8 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#f5f5f5),to(#e8e8e8));background-image:linear-gradient(to bottom,#f5f5f5 0,#e8e8e8 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#fff5f5f5&#x27;, endColorstr=&#x27;#ffe8e8e8&#x27;, GradientType=0);background-repeat:repeat-x}.panel-primary&gt;.panel-heading{background-image:-webkit-linear-gradient(top,#337ab7 0,#2e6da4 100%);background-image:-o-linear-gradient(top,#337ab7 0,#2e6da4 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#337ab7),to(#2e6da4));background-image:linear-gradient(to bottom,#337ab7 0,#2e6da4 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#ff337ab7&#x27;, endColorstr=&#x27;#ff2e6da4&#x27;, GradientType=0);background-repeat:repeat-x}.panel-success&gt;.panel-heading{background-image:-webkit-linear-gradient(top,#dff0d8 0,#d0e9c6 100%);background-image:-o-linear-gradient(top,#dff0d8 0,#d0e9c6 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#dff0d8),to(#d0e9c6));background-image:linear-gradient(to bottom,#dff0d8 0,#d0e9c6 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#ffdff0d8&#x27;, endColorstr=&#x27;#ffd0e9c6&#x27;, GradientType=0);background-repeat:repeat-x}.panel-info&gt;.panel-heading{background-image:-webkit-linear-gradient(top,#d9edf7 0,#c4e3f3 100%);background-image:-o-linear-gradient(top,#d9edf7 0,#c4e3f3 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#d9edf7),to(#c4e3f3));background-image:linear-gradient(to bottom,#d9edf7 0,#c4e3f3 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#ffd9edf7&#x27;, endColorstr=&#x27;#ffc4e3f3&#x27;, GradientType=0);background-repeat:repeat-x}.panel-warning&gt;.panel-heading{background-image:-webkit-linear-gradient(top,#fcf8e3 0,#faf2cc 100%);background-image:-o-linear-gradient(top,#fcf8e3 0,#faf2cc 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#fcf8e3),to(#faf2cc));background-image:linear-gradient(to bottom,#fcf8e3 0,#faf2cc 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#fffcf8e3&#x27;, endColorstr=&#x27;#fffaf2cc&#x27;, GradientType=0);background-repeat:repeat-x}.panel-danger&gt;.panel-heading{background-image:-webkit-linear-gradient(top,#f2dede 0,#ebcccc 100%);background-image:-o-linear-gradient(top,#f2dede 0,#ebcccc 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#f2dede),to(#ebcccc));background-image:linear-gradient(to bottom,#f2dede 0,#ebcccc 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#fff2dede&#x27;, endColorstr=&#x27;#ffebcccc&#x27;, GradientType=0);background-repeat:repeat-x}.well{background-image:-webkit-linear-gradient(top,#e8e8e8 0,#f5f5f5 100%);background-image:-o-linear-gradient(top,#e8e8e8 0,#f5f5f5 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#e8e8e8),to(#f5f5f5));background-image:linear-gradient(to bottom,#e8e8e8 0,#f5f5f5 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#ffe8e8e8&#x27;, endColorstr=&#x27;#fff5f5f5&#x27;, GradientType=0);background-repeat:repeat-x;border-color:#dcdcdc;-webkit-box-shadow:inset 0 1px 3px rgba(0,0,0,.05),0 1px 0 rgba(255,255,255,.1);box-shadow:inset 0 1px 3px rgba(0,0,0,.05),0 1px 0 rgba(255,255,255,.1)}\n",
       "/*# sourceMappingURL=bootstrap-theme.min.css.map */        &lt;/style&gt;&lt;style&gt;body {\n",
       "  padding-top: 80px;\n",
       "}\n",
       ".content .container-fluid{\n",
       "    margin-left: 20px !important;\n",
       "    margin-right: 20px !important;\n",
       "    margin-bottom: 20px;\n",
       "}\n",
       "\n",
       ".page-header{\n",
       "    border:0 !important;\n",
       "}\n",
       "\n",
       ".row.variable, .section-items &gt; .row {\n",
       "    border: 1px solid #e1e1e8;\n",
       "    border-top: hidden;\n",
       "}\n",
       "\n",
       ".row.spacing{\n",
       "    padding: 2em 1em;\n",
       "}\n",
       "\n",
       ".row.header {\n",
       "    border-bottom: 1px solid #e1e1e8;\n",
       "    /*background-color: #f5f5f5;*/\n",
       "    padding-left: 2em;\n",
       "}\n",
       "\n",
       "\n",
       ".dl-horizontal dt {\n",
       "    text-align: left;\n",
       "    padding-right: 1em;\n",
       "    white-space: normal;\n",
       "}\n",
       "\n",
       ".dl-horizontal dd {\n",
       "    margin-left: 0;\n",
       "}\n",
       "\n",
       ".col-md-12 {\n",
       "    padding-left: 2em;\n",
       "}\n",
       "\n",
       ".indent {\n",
       "    margin-left: 1em;\n",
       "}\n",
       "\n",
       ".center-img {\n",
       "    margin-left: auto !important;\n",
       "    margin-right: auto !important;\n",
       "    display: block;\n",
       "}\n",
       "\n",
       "/* Table example_values */\n",
       "table.example_values {\n",
       "    border: 0;\n",
       "}\n",
       "\n",
       ".example_values th {\n",
       "    border: 0;\n",
       "    padding: 0;\n",
       "    color: #555;\n",
       "    font-weight: 600;\n",
       "}\n",
       "\n",
       ".example_values tr, .example_values td {\n",
       "    border: 0;\n",
       "    padding: 0;\n",
       "    color: #555;\n",
       "}\n",
       "\n",
       "/* STATS */\n",
       "table.stats, table.sample, table.duplicate{\n",
       "    border: 0;\n",
       "}\n",
       "\n",
       ".stats tr, .sample tr, .duplicate tr {\n",
       "    border: 0;\n",
       "}\n",
       "\n",
       ".stats th, .stats td{\n",
       "    color: #555;\n",
       "    border: 0;\n",
       "}\n",
       "\n",
       ".stats th {\n",
       "    padding: 0 2em 0 0;\n",
       "    font-weight: 600;\n",
       "}\n",
       "\n",
       ".stats td {\n",
       "    padding: 1px;\n",
       "}\n",
       "\n",
       "\n",
       "/* Sample table */\n",
       "table.sample, table.duplicate{\n",
       "    margin-bottom: 2em;\n",
       "    margin-left: 1em;\n",
       "}\n",
       "\n",
       ".sample td, .sample th, .duplicate td, .duplicate th {\n",
       "    padding: 0.5em;\n",
       "    white-space: nowrap;\n",
       "    border: 0;\n",
       "\n",
       "}\n",
       "\n",
       ".sample thead, .duplicate thead {\n",
       "    border-top: 0;\n",
       "    border-bottom: 2px solid #ddd;\n",
       "}\n",
       "\n",
       ".sample td, .duplicate td {\n",
       "    width: 100%;\n",
       "}\n",
       "\n",
       "\n",
       "/* There is no good solution available to make the divs equal height and then center ... */\n",
       ".histogram {\n",
       "    margin-top: 3em;\n",
       "}\n",
       "\n",
       "/* Freq table */\n",
       "table.freq {\n",
       "    margin-bottom: 2em;\n",
       "    border: 0;\n",
       "}\n",
       "\n",
       "table.freq th, table.freq tr, table.freq td {\n",
       "    border: 0;\n",
       "    padding: 0;\n",
       "}\n",
       "\n",
       ".freq thead {\n",
       "    font-weight: 600;\n",
       "    white-space: nowrap;\n",
       "    overflow: hidden;\n",
       "    text-overflow: ellipsis;\n",
       "\n",
       "}\n",
       "\n",
       "/* Freq mini */\n",
       ".freq.mini td {\n",
       "    width: 50%;\n",
       "    padding: 1px;\n",
       "    font-size: 12px;\n",
       "\n",
       "}\n",
       "\n",
       "table.freq.mini {\n",
       "    width: 100%;\n",
       "}\n",
       "\n",
       ".freq.mini th {\n",
       "    overflow: hidden;\n",
       "    text-overflow: ellipsis;\n",
       "    white-space: nowrap;\n",
       "    max-width: 5em;\n",
       "    font-weight: 400;\n",
       "    text-align: right;\n",
       "    padding-right: 0.5em;\n",
       "}\n",
       "\n",
       "/* Message classes */\n",
       ".missing {\n",
       "    color: #a94442;\n",
       "}\n",
       "\n",
       ".alert, .alert &gt; th, .alert &gt; td {\n",
       "    color: #a94442;\n",
       "}\n",
       "\n",
       ".ignore {\n",
       "    opacity: 0.4;\n",
       "}\n",
       "\n",
       "/* Bars in tables */\n",
       ".freq.table{\n",
       "    table-layout: fixed;\n",
       "}\n",
       "\n",
       ".freq:not(.mini) tr td:nth-child(1), .freq:not(.mini) tr th:nth-child(1){\n",
       "    width: auto;\n",
       "    max-width: none;\n",
       "\n",
       "    white-space: nowrap;\n",
       "    overflow: hidden;\n",
       "    text-overflow: ellipsis;\n",
       "}\n",
       "\n",
       ".freq:not(.mini) tr td:nth-child(2), .freq:not(.mini) tr td:nth-child(3), .freq:not(.mini) tr th:nth-child(2), .freq:not(.mini) tr th:nth-child(3){\n",
       "    width: 100px;\n",
       "    text-align: right;\n",
       "}\n",
       ".freq:not(.mini) tr td:nth-child(4), .freq:not(.mini) tr th:nth-child(4){\n",
       "    width:200px;\n",
       "}\n",
       "\n",
       ".freq .bar {\n",
       "    float: left;\n",
       "    width: 0;\n",
       "    height: 100%;\n",
       "    line-height: 20px;\n",
       "    color: #fff;\n",
       "    text-align: center;\n",
       "    background-color: #337ab7;\n",
       "    border-radius: 3px;\n",
       "    margin-right: 4px;\n",
       "}\n",
       "\n",
       ".other .bar {\n",
       "    background-color: #999;\n",
       "}\n",
       "\n",
       ".missing .bar {\n",
       "    background-color: #a94442;\n",
       "}\n",
       "\n",
       ".tooltip-inner {\n",
       "    width: 100%;\n",
       "    white-space: nowrap;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       ".extrapadding {\n",
       "    padding: 2em;\n",
       "}\n",
       "\n",
       ".variable .h4 {\n",
       "    text-overflow: ellipsis;\n",
       "    display:inline-block;\n",
       "    width: calc(90%); /* The trick is here! */\n",
       "    overflow:hidden;\n",
       "}\n",
       "\n",
       ".variable.ignore .h4{\n",
       "    text-decoration: line-through;\n",
       "}\n",
       "\n",
       ".table-responsive{\n",
       "    overflow: scroll;\n",
       "    width: 100%;\n",
       "    overflow-y: hidden;\n",
       "}\n",
       ".img-responsive{\n",
       "    max-width: 99%;\n",
       "}\n",
       ".footer-text{\n",
       "    padding:20px;\n",
       "}\n",
       "\n",
       "table.list-warnings td{\n",
       "    padding-right:10px;\n",
       "}\n",
       "\n",
       "a.anchor-pos {\n",
       "    display: block;\n",
       "    position: relative;\n",
       "    top: -70px;\n",
       "    visibility: hidden;\n",
       "}\n",
       "\n",
       "a.anchor-pos-variable{\n",
       "    /*top: -70px;*/\n",
       "}\n",
       "\n",
       "#sample-container, #duplicate-container{\n",
       "    overflow: auto;\n",
       "    width: 100%;\n",
       "    overflow-y: hidden;\n",
       "}\n",
       "\n",
       "#overview-content td, #overview-content th{\n",
       "    border-top: 0;\n",
       "    line-height: 1;\n",
       "}\n",
       "\n",
       ".variable-description{\n",
       "    color: #777;\n",
       "    font-size: 10pt;\n",
       "    margin-top: 10px;\n",
       "    font-style: italic;\n",
       "}\n",
       "\n",
       "select.multiple{\n",
       "    width: 180px;\n",
       "    height: 500px;\n",
       "    margin: 10px 0;\n",
       "}\n",
       "\n",
       ".named-list-item{\n",
       "    padding: 1em;\n",
       "}\n",
       "\n",
       "/* not printing tabs */\n",
       "@media print {\n",
       "    .tab-content &gt; .tab-pane, .collapse {\n",
       "        display: block !important;\n",
       "        opacity: 1 !important;\n",
       "        visibility: visible !important;\n",
       "        /*page-break-after: always;*/\n",
       "        page-break-after: right;\n",
       "        page-break-before: avoid;\n",
       "    }\n",
       "\n",
       "    .nav-pills, .nav-tabs, button[data-toggle=&quot;collapse&quot;], .mini, .col-sm-3 img {\n",
       "        display:none !important;\n",
       "    }\n",
       "\n",
       "    a[download=&quot;config.yml&quot;]:after {\n",
       "        content: none !important;\n",
       "    }\n",
       "\n",
       "    .row {\n",
       "        border: 0 !important;\n",
       "    }\n",
       "}\n",
       "\n",
       ".text-placeholder {\n",
       "    display: inline-block;\n",
       "    background-color: #444;\n",
       "    height: 12px;\n",
       "    border-radius: 100px;\n",
       "    margin: 5px 0;\n",
       "    min-width: 200px;\n",
       "    opacity: .1;\n",
       "}&lt;/style&gt;&lt;/head&gt;&lt;body&gt;&lt;a class=anchor-pos id=top&gt;&lt;/a&gt;&lt;nav class=&quot;navbar navbar-default navbar-fixed-top&quot;&gt;&lt;div class=container-fluid&gt;&lt;div class=navbar-header&gt;&lt;button type=button class=&quot;navbar-toggle collapsed&quot; data-toggle=collapse data-target=#navbar aria-expanded=false aria-controls=navbar&gt;&lt;span class=sr-only&gt;Toggle navigation&lt;/span&gt;&lt;span class=icon-bar&gt;&lt;/span&gt;&lt;span class=icon-bar&gt;&lt;/span&gt;&lt;span class=icon-bar&gt;&lt;/span&gt;&lt;/button&gt;&lt;a class=&quot;navbar-brand anchor&quot; href=#top&gt;Pandas Profiling Report&lt;/a&gt;&lt;/div&gt;&lt;div id=navbar class=&quot;navbar-collapse collapse&quot;&gt;&lt;ul class=&quot;nav navbar-nav navbar-right&quot;&gt;&lt;li&gt;&lt;a class=anchor href=#overview&gt;Overview&lt;/a&gt;&lt;/li&gt;&lt;li&gt;&lt;a class=anchor href=#variables&gt;Variables&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;/div&gt;&lt;/div&gt;&lt;/nav&gt;&lt;div class=content&gt;&lt;div class=container&gt;&lt;div class=&quot;row header&quot;&gt;&lt;a class=anchor-pos id=overview&gt;&lt;/a&gt;&lt;h1 class=page-header&gt;Overview&lt;/h1&gt;&lt;/div&gt;&lt;div class=section-items&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-pills&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#overview-dataset_overview aria-controls=overview-dataset_overview role=tab data-toggle=tab&gt;Overview&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#overview-warnings aria-controls=overview-warnings role=tab data-toggle=tab&gt;Warnings &lt;span class=badge&gt;2&lt;/span&gt;&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#overview-reproduction aria-controls=overview-reproduction role=tab data-toggle=tab&gt;Reproduction&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content style=&quot;padding-top: 10px;&quot;&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=overview-dataset_overview&gt;&lt;div class=col-sm-6&gt;&lt;p class=h4&gt;Dataset statistics&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Number of variables&lt;/th&gt;&lt;td&gt;9&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Number of observations&lt;/th&gt;&lt;td&gt;395000&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing cells&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing cells (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Duplicate rows&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Duplicate rows (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Total size in memory&lt;/th&gt;&lt;td&gt;30.1 MiB&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Average record size in memory&lt;/th&gt;&lt;td&gt;80.0 B&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-6&gt;&lt;p class=h4&gt;Variable types&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Categorical&lt;/th&gt;&lt;td&gt;3&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Numeric&lt;/th&gt;&lt;td&gt;6&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=overview-warnings&gt;&lt;table class=&quot;table table-condensed list-warnings&quot;&gt;&lt;p class=h4&gt;Warnings&lt;/p&gt;&lt;tr style=border-top:0&gt;&lt;td&gt;&lt;a class=anchor href=#pp_var_8346987654395763801&gt;&lt;code&gt;date&lt;/code&gt;&lt;/a&gt; has a high cardinality: 790 distinct values &lt;/td&gt;&lt;td&gt;&lt;span class=&quot;label label-primary&quot;&gt;High cardinality&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td&gt;&lt;a class=anchor href=#pp_var_3285917049784970809&gt;&lt;code&gt;sales&lt;/code&gt;&lt;/a&gt; has 246622 (62.4%) zeros &lt;/td&gt;&lt;td&gt;&lt;span class=&quot;label label-info&quot;&gt;Zeros&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=overview-reproduction&gt;&lt;div class=col-sm-12&gt;&lt;p class=h4&gt;Reproduction&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Analysis started&lt;/th&gt;&lt;td&gt;2021-03-20 12:49:17.897117&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Analysis finished&lt;/th&gt;&lt;td&gt;2021-03-20 12:49:21.956536&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Duration&lt;/th&gt;&lt;td&gt;4.06 seconds&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Software version&lt;/th&gt;&lt;td&gt;&lt;a href=/pandas-profiling/pandas-profiling&gt;pandas-profiling v2.11.0&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Download configuration&lt;/th&gt;&lt;td&gt;&lt;a download=config.yaml href=&quot;data:text/plain;charset=utf-8,title%3A%20Pandas%20Profiling%20Report%0Adataset%3A%0A%20%20%20%20description%3A%20%27%27%0A%20%20%20%20creator%3A%20%27%27%0A%20%20%20%20author%3A%20%27%27%0A%20%20%20%20copyright_holder%3A%20%27%27%0A%20%20%20%20copyright_year%3A%20%27%27%0A%20%20%20%20url%3A%20%27%27%0Avariables%3A%0A%20%20%20%20descriptions%3A%20%7B%7D%0Ainfer_dtypes%3A%20yes%0Ashow_variable_description%3A%20yes%0Apool_size%3A%200%0Aprogress_bar%3A%20yes%0Avars%3A%0A%20%20%20%20num%3A%0A%20%20%20%20%20%20%20%20quantiles%3A%0A%20%20%20%20%20%20%20%20-%200.05%0A%20%20%20%20%20%20%20%20-%200.25%0A%20%20%20%20%20%20%20%20-%200.5%0A%20%20%20%20%20%20%20%20-%200.75%0A%20%20%20%20%20%20%20%20-%200.95%0A%20%20%20%20%20%20%20%20skewness_threshold%3A%2020%0A%20%20%20%20%20%20%20%20low_categorical_threshold%3A%205%0A%20%20%20%20%20%20%20%20chi_squared_threshold%3A%200.0%0A%20%20%20%20cat%3A%0A%20%20%20%20%20%20%20%20length%3A%20no%0A%20%20%20%20%20%20%20%20characters%3A%20no%0A%20%20%20%20%20%20%20%20words%3A%20no%0A%20%20%20%20%20%20%20%20cardinality_threshold%3A%2050%0A%20%20%20%20%20%20%20%20n_obs%3A%205%0A%20%20%20%20%20%20%20%20chi_squared_threshold%3A%200.0%0A%20%20%20%20%20%20%20%20coerce_str_to_date%3A%20no%0A%20%20%20%20%20%20%20%20redact%3A%20no%0A%20%20%20%20bool%3A%0A%20%20%20%20%20%20%20%20n_obs%3A%203%0A%20%20%20%20%20%20%20%20mappings%3A%0A%20%20%20%20%20%20%20%20-%20%5Bt%2C%20f%5D%0A%20%20%20%20%20%20%20%20-%20%5B%27yes%27%2C%20%27no%27%5D%0A%20%20%20%20%20%20%20%20-%20%5By%2C%20n%5D%0A%20%20%20%20%20%20%20%20-%20%5B%27true%27%2C%20%27false%27%5D%0A%20%20%20%20path%3A%0A%20%20%20%20%20%20%20%20active%3A%20no%0A%20%20%20%20file%3A%0A%20%20%20%20%20%20%20%20active%3A%20no%0A%20%20%20%20image%3A%0A%20%20%20%20%20%20%20%20active%3A%20no%0A%20%20%20%20%20%20%20%20exif%3A%20no%0A%20%20%20%20%20%20%20%20hash%3A%20no%0A%20%20%20%20url%3A%0A%20%20%20%20%20%20%20%20active%3A%20no%0Asort%3A%20None%0Amissing_diagrams%3A%0A%20%20%20%20bar%3A%20no%0A%20%20%20%20matrix%3A%20no%0A%20%20%20%20heatmap%3A%20no%0A%20%20%20%20dendrogram%3A%20no%0Acorrelations%3A%0A%20%20%20%20pearson%3A%0A%20%20%20%20%20%20%20%20calculate%3A%20no%0A%20%20%20%20%20%20%20%20warn_high_correlations%3A%20yes%0A%20%20%20%20%20%20%20%20threshold%3A%200.9%0A%20%20%20%20spearman%3A%0A%20%20%20%20%20%20%20%20calculate%3A%20no%0A%20%20%20%20%20%20%20%20warn_high_correlations%3A%20no%0A%20%20%20%20%20%20%20%20threshold%3A%200.9%0A%20%20%20%20kendall%3A%0A%20%20%20%20%20%20%20%20calculate%3A%20no%0A%20%20%20%20%20%20%20%20warn_high_correlations%3A%20no%0A%20%20%20%20%20%20%20%20threshold%3A%200.9%0A%20%20%20%20phi_k%3A%0A%20%20%20%20%20%20%20%20calculate%3A%20no%0A%20%20%20%20%20%20%20%20warn_high_correlations%3A%20no%0A%20%20%20%20%20%20%20%20threshold%3A%200.9%0A%20%20%20%20cramers%3A%0A%20%20%20%20%20%20%20%20calculate%3A%20no%0A%20%20%20%20%20%20%20%20warn_high_correlations%3A%20yes%0A%20%20%20%20%20%20%20%20threshold%3A%200.9%0Ainteractions%3A%0A%20%20%20%20targets%3A%20%5B%5D%0A%20%20%20%20continuous%3A%20no%0Acategorical_maximum_correlation_distinct%3A%20100%0Aplot%3A%0A%20%20%20%20image_format%3A%20svg%0A%20%20%20%20dpi%3A%20800%0A%20%20%20%20scatter_threshold%3A%201000%0A%20%20%20%20correlation%3A%0A%20%20%20%20%20%20%20%20cmap%3A%20RdBu%0A%20%20%20%20%20%20%20%20bad%3A%20%27%23000000%27%0A%20%20%20%20missing%3A%0A%20%20%20%20%20%20%20%20cmap%3A%20RdBu%0A%20%20%20%20%20%20%20%20force_labels%3A%20yes%0A%20%20%20%20pie%3A%0A%20%20%20%20%20%20%20%20max_unique%3A%200%0A%20%20%20%20histogram%3A%0A%20%20%20%20%20%20%20%20x_axis_labels%3A%20yes%0A%20%20%20%20%20%20%20%20bins%3A%2050%0A%20%20%20%20%20%20%20%20max_bins%3A%20250%0An_obs_unique%3A%205%0An_extreme_obs%3A%205%0An_freq_table_max%3A%2010%0Amemory_deep%3A%20no%0Aduplicates%3A%0A%20%20%20%20head%3A%200%0Asamples%3A%0A%20%20%20%20head%3A%200%0A%20%20%20%20tail%3A%200%0A%20%20%20%20random%3A%200%0Areject_variables%3A%20yes%0Anotebook%3A%0A%20%20%20%20iframe%3A%0A%20%20%20%20%20%20%20%20height%3A%20800px%0A%20%20%20%20%20%20%20%20width%3A%20100%25%0A%20%20%20%20%20%20%20%20attribute%3A%20srcdoc%0Ahtml%3A%0A%20%20%20%20minify_html%3A%20yes%0A%20%20%20%20use_local_assets%3A%20yes%0A%20%20%20%20inline%3A%20yes%0A%20%20%20%20navbar_show%3A%20yes%0A%20%20%20%20file_name%3A%20None%0A%20%20%20%20style%3A%0A%20%20%20%20%20%20%20%20theme%3A%20None%0A%20%20%20%20%20%20%20%20logo%3A%20%27%27%0A%20%20%20%20%20%20%20%20primary_color%3A%20%27%23337ab7%27%0A%20%20%20%20%20%20%20%20full_width%3A%20no%0A&quot;&gt;config.yaml&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;row header&quot;&gt;&lt;a class=anchor-pos id=variables&gt;&lt;/a&gt;&lt;h1 class=page-header&gt;Variables&lt;/h1&gt;&lt;/div&gt;&lt;div class=section-items&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=pp_var_8346987654395763801&gt;&lt;/a&gt;&lt;div class=variable&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4 title=date&gt;&lt;a href=#pp_var_8346987654395763801&gt;date&lt;/a&gt;&lt;br&gt;&lt;small&gt;Categorical&lt;/small&gt;&lt;/p&gt;&lt;code&gt;HIGH CARDINALITY&lt;/code&gt;&lt;br&gt;&lt;p class=variable-description&gt;&lt;/p&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr class=alert&gt;&lt;th&gt;Distinct&lt;/th&gt;&lt;td&gt;790&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct (%)&lt;/th&gt;&lt;td&gt;0.2%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Memory size&lt;/th&gt;&lt;td&gt;6.0 MiB&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-6&gt;&lt;div class=&quot;col-sm- collapse in&quot; id=minifreqtable&gt;&lt;table class=&quot;mini freq&quot;&gt;&lt;tr class&gt;&lt;th width=50%&gt; 2013-02-26 &lt;/th&gt;&lt;td width=50%&gt;&lt;div class=bar style=width:0.1% data-toggle=tooltip data-placement=right data-html=true data-delay=500&gt; &amp;nbsp; &lt;/div&gt; 500 &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=50%&gt; 2013-04-09 &lt;/th&gt;&lt;td width=50%&gt;&lt;div class=bar style=width:0.1% data-toggle=tooltip data-placement=right data-html=true data-delay=500&gt; &amp;nbsp; &lt;/div&gt; 500 &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=50%&gt; 2012-07-05 &lt;/th&gt;&lt;td width=50%&gt;&lt;div class=bar style=width:0.1% data-toggle=tooltip data-placement=right data-html=true data-delay=500&gt; &amp;nbsp; &lt;/div&gt; 500 &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=50%&gt; 2012-12-31 &lt;/th&gt;&lt;td width=50%&gt;&lt;div class=bar style=width:0.1% data-toggle=tooltip data-placement=right data-html=true data-delay=500&gt; &amp;nbsp; &lt;/div&gt; 500 &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=50%&gt; 2012-06-15 &lt;/th&gt;&lt;td width=50%&gt;&lt;div class=bar style=width:0.1% data-toggle=tooltip data-placement=right data-html=true data-delay=500&gt; &amp;nbsp; &lt;/div&gt; 500 &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;th width=50%&gt; Other values (785) &lt;/th&gt;&lt;td width=50%&gt;&lt;div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500&gt; 392500&amp;nbsp; &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;col-sm-12 text-right&quot;&gt;&lt;button class=&quot;btn btn-default btn-sm&quot; data-toggle=collapse data-target=&quot;#bottom-8346987654395763801, #minifreqtable8346987654395763801&quot; aria-expanded=true aria-controls=collapseExample&gt;Toggle details&lt;/button&gt;&lt;/div&gt;&lt;div id=bottom-8346987654395763801 class=collapse&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-tabs&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#8346987654395763801bottom-8346987654395763801overview aria-controls=8346987654395763801bottom-8346987654395763801overview role=tab data-toggle=tab&gt;Overview&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#8346987654395763801bottom-8346987654395763801string aria-controls=8346987654395763801bottom-8346987654395763801string role=tab data-toggle=tab&gt;Categories&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=8346987654395763801bottom-8346987654395763801overview&gt;&lt;div class=row&gt;&lt;div class=col-sm-6&gt;&lt;p class=h4&gt;Unique&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Unique&lt;/th&gt;&lt;td&gt;0 &lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;The number of unique values (all values that occur exactly once in the dataset).&quot;&gt;?&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Unique (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-6&gt;&lt;p class=h4&gt;Sample&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;1st row&lt;/th&gt;&lt;td&gt;2012-01-01&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;2nd row&lt;/th&gt;&lt;td&gt;2012-01-01&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;3rd row&lt;/th&gt;&lt;td&gt;2012-01-01&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;4th row&lt;/th&gt;&lt;td&gt;2012-01-01&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;5th row&lt;/th&gt;&lt;td&gt;2012-01-01&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=8346987654395763801bottom-8346987654395763801string&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=2013-02-26&gt;2013-02-26&lt;/td&gt;&lt;td&gt;500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=2013-04-09&gt;2013-04-09&lt;/td&gt;&lt;td&gt;500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=2012-07-05&gt;2012-07-05&lt;/td&gt;&lt;td&gt;500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=2012-12-31&gt;2012-12-31&lt;/td&gt;&lt;td&gt;500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=2012-06-15&gt;2012-06-15&lt;/td&gt;&lt;td&gt;500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=2012-02-10&gt;2012-02-10&lt;/td&gt;&lt;td&gt;500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=2013-04-24&gt;2013-04-24&lt;/td&gt;&lt;td&gt;500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=2012-03-10&gt;2012-03-10&lt;/td&gt;&lt;td&gt;500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=2013-02-21&gt;2013-02-21&lt;/td&gt;&lt;td&gt;500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=2012-07-22&gt;2012-07-22&lt;/td&gt;&lt;td&gt;500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (780)&quot;&gt;Other values (780)&lt;/td&gt;&lt;td&gt;390000&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 98.7% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=pp_var_-6673380111426766039&gt;&lt;/a&gt;&lt;div class=variable&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4 title=product_identifier&gt;&lt;a href=#pp_var_-6673380111426766039&gt;product_identifier&lt;/a&gt;&lt;br&gt;&lt;small&gt;Real number (&amp;Ropf;&lt;sub&gt;&amp;ge;0&lt;/sub&gt;)&lt;/small&gt;&lt;/p&gt;&lt;p class=variable-description&gt;&lt;/p&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Distinct&lt;/th&gt;&lt;td&gt;50&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct (%)&lt;/th&gt;&lt;td&gt;&lt; 0.1%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Infinite&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Infinite (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Mean&lt;/th&gt;&lt;td&gt;1509.96&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Minimum&lt;/th&gt;&lt;td&gt;74&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Maximum&lt;/th&gt;&lt;td&gt;3021&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Zeros&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Zeros (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Memory size&lt;/th&gt;&lt;td&gt;6.0 MiB&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;?xml version=&quot;1.0&quot; encoding=&quot;utf-8&quot; standalone=&quot;no&quot;?&gt;&lt;!DOCTYPE svg class=&quot;img-responsive center-img&quot;PUBLIC &quot;-//W3C//DTD SVG 1.1//EN&quot;\n",
       "  &quot;http:https://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd&quot;&gt;&lt;svg class=&quot;img-responsive center-img&quot; height=162pt version=1.1 viewbox=&quot;0 0 216 162&quot; width=216pt xmlns=http:https://www.w3.org/2000/svg xmlns:xlink=http:https://www.w3.org/1999/xlink&gt;&lt;metadata&gt;&lt;rdf:rdf xmlns:cc=http:https://creativecommons.org/ns# xmlns:dc=http:https://purl.org/dc/elements/1.1/ xmlns:rdf=http:https://www.w3.org/1999/02/22-rdf-syntax-ns#&gt;&lt;cc:work&gt;&lt;dc:type rdf:resource=http:https://purl.org/dc/dcmitype/StillImage /&gt;&lt;dc:date&gt;2021-03-20T18:19:23.546658&lt;/dc:date&gt;&lt;dc:format&gt;image/svg+xml&lt;/dc:format&gt;&lt;dc:creator&gt;&lt;cc:agent&gt;&lt;dc:title&gt;Matplotlib v3.3.2, https://matplotlib.org/&lt;/dc:title&gt;&lt;/cc:agent&gt;&lt;/dc:creator&gt;&lt;/cc:work&gt;&lt;/rdf:rdf&gt;&lt;/metadata&gt;&lt;defs&gt;&lt;style type=text/css&gt;*{stroke-linecap:butt;stroke-linejoin:round;}&lt;/style&gt;&lt;/defs&gt;&lt;g id=figure_1&gt;&lt;g id=patch_1&gt;&lt;path style=fill:#ffffff; d=&quot;M 0 162 \n",
       "L 216 162 \n",
       "L 216 0 \n",
       "L 0 0 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=axes_1&gt;&lt;g id=patch_2&gt;&lt;path style=fill:#ffffff; d=&quot;M 10.8 123.729437 \n",
       "L 205.2 123.729437 \n",
       "L 205.2 10.8 \n",
       "L 10.8 10.8 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=matplotlib.axis_1&gt;&lt;g id=xtick_1&gt;&lt;g id=text_1&gt;&lt;g style=fill:#262626; transform=&quot;translate(15.088207 141.424249)rotate(-45)scale(0.08 -0.08)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-48 d=&quot;M 4.15625 35.296875 \n",
       "Q 4.15625 48 6.765625 55.734375 \n",
       "Q 9.375 63.484375 14.515625 67.671875 \n",
       "Q 19.671875 71.875 27.484375 71.875 \n",
       "Q 33.25 71.875 37.59375 69.546875 \n",
       "Q 41.9375 67.234375 44.765625 62.859375 \n",
       "Q 47.609375 58.5 49.21875 52.21875 \n",
       "Q 50.828125 45.953125 50.828125 35.296875 \n",
       "Q 50.828125 22.703125 48.234375 14.96875 \n",
       "Q 45.65625 7.234375 40.5 3 \n",
       "Q 35.359375 -1.21875 27.484375 -1.21875 \n",
       "Q 17.140625 -1.21875 11.234375 6.203125 \n",
       "Q 4.15625 15.140625 4.15625 35.296875 \n",
       "z\n",
       "M 13.1875 35.296875 \n",
       "Q 13.1875 17.671875 17.3125 11.828125 \n",
       "Q 21.4375 6 27.484375 6 \n",
       "Q 33.546875 6 37.671875 11.859375 \n",
       "Q 41.796875 17.71875 41.796875 35.296875 \n",
       "Q 41.796875 52.984375 37.671875 58.78125 \n",
       "Q 33.546875 64.59375 27.390625 64.59375 \n",
       "Q 21.34375 64.59375 17.71875 59.46875 \n",
       "Q 13.1875 52.9375 13.1875 35.296875 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_2&gt;&lt;g id=text_2&gt;&lt;g style=fill:#262626; transform=&quot;translate(70.33813 150.861473)rotate(-45)scale(0.08 -0.08)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-49 d=&quot;M 37.25 0 \n",
       "L 28.46875 0 \n",
       "L 28.46875 56 \n",
       "Q 25.296875 52.984375 20.140625 49.953125 \n",
       "Q 14.984375 46.921875 10.890625 45.40625 \n",
       "L 10.890625 53.90625 \n",
       "Q 18.265625 57.375 23.78125 62.296875 \n",
       "Q 29.296875 67.234375 31.59375 71.875 \n",
       "L 37.25 71.875 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_3&gt;&lt;g id=text_3&gt;&lt;g style=fill:#262626; transform=&quot;translate(130.306665 150.861473)rotate(-45)scale(0.08 -0.08)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-50 d=&quot;M 50.34375 8.453125 \n",
       "L 50.34375 0 \n",
       "L 3.03125 0 \n",
       "Q 2.9375 3.171875 4.046875 6.109375 \n",
       "Q 5.859375 10.9375 9.828125 15.625 \n",
       "Q 13.8125 20.3125 21.34375 26.46875 \n",
       "Q 33.015625 36.03125 37.109375 41.625 \n",
       "Q 41.21875 47.21875 41.21875 52.203125 \n",
       "Q 41.21875 57.421875 37.46875 61 \n",
       "Q 33.734375 64.59375 27.734375 64.59375 \n",
       "Q 21.390625 64.59375 17.578125 60.78125 \n",
       "Q 13.765625 56.984375 13.71875 50.25 \n",
       "L 4.6875 51.171875 \n",
       "Q 5.609375 61.28125 11.65625 66.578125 \n",
       "Q 17.71875 71.875 27.9375 71.875 \n",
       "Q 38.234375 71.875 44.234375 66.15625 \n",
       "Q 50.25 60.453125 50.25 52 \n",
       "Q 50.25 47.703125 48.484375 43.546875 \n",
       "Q 46.734375 39.40625 42.65625 34.8125 \n",
       "Q 38.578125 30.21875 29.109375 22.21875 \n",
       "Q 21.1875 15.578125 18.9375 13.203125 \n",
       "Q 16.703125 10.84375 15.234375 8.453125 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-50 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_4&gt;&lt;g id=text_4&gt;&lt;g style=fill:#262626; transform=&quot;translate(190.2752 150.861473)rotate(-45)scale(0.08 -0.08)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-51 d=&quot;M 4.203125 18.890625 \n",
       "L 12.984375 20.0625 \n",
       "Q 14.5 12.59375 18.140625 9.296875 \n",
       "Q 21.78125 6 27 6 \n",
       "Q 33.203125 6 37.46875 10.296875 \n",
       "Q 41.75 14.59375 41.75 20.953125 \n",
       "Q 41.75 27 37.796875 30.921875 \n",
       "Q 33.84375 34.859375 27.734375 34.859375 \n",
       "Q 25.25 34.859375 21.53125 33.890625 \n",
       "L 22.515625 41.609375 \n",
       "Q 23.390625 41.5 23.921875 41.5 \n",
       "Q 29.546875 41.5 34.03125 44.421875 \n",
       "Q 38.53125 47.359375 38.53125 53.46875 \n",
       "Q 38.53125 58.296875 35.25 61.46875 \n",
       "Q 31.984375 64.65625 26.8125 64.65625 \n",
       "Q 21.6875 64.65625 18.265625 61.421875 \n",
       "Q 14.84375 58.203125 13.875 51.765625 \n",
       "L 5.078125 53.328125 \n",
       "Q 6.6875 62.15625 12.390625 67.015625 \n",
       "Q 18.109375 71.875 26.609375 71.875 \n",
       "Q 32.46875 71.875 37.390625 69.359375 \n",
       "Q 42.328125 66.84375 44.9375 62.5 \n",
       "Q 47.5625 58.15625 47.5625 53.265625 \n",
       "Q 47.5625 48.640625 45.0625 44.828125 \n",
       "Q 42.578125 41.015625 37.703125 38.765625 \n",
       "Q 44.046875 37.3125 47.5625 32.6875 \n",
       "Q 51.078125 28.078125 51.078125 21.140625 \n",
       "Q 51.078125 11.765625 44.234375 5.25 \n",
       "Q 37.40625 -1.265625 26.953125 -1.265625 \n",
       "Q 17.53125 -1.265625 11.296875 4.34375 \n",
       "Q 5.078125 9.96875 4.203125 18.890625 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-51 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=patch_3&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 19.636364 123.729437 \n",
       "L 23.170909 123.729437 \n",
       "L 23.170909 96.841476 \n",
       "L 19.636364 96.841476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_4&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 23.170909 123.729437 \n",
       "L 26.705455 123.729437 \n",
       "L 26.705455 123.729437 \n",
       "L 23.170909 123.729437 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_5&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 26.705455 123.729437 \n",
       "L 30.24 123.729437 \n",
       "L 30.24 123.729437 \n",
       "L 26.705455 123.729437 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_6&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 30.24 123.729437 \n",
       "L 33.774545 123.729437 \n",
       "L 33.774545 123.729437 \n",
       "L 30.24 123.729437 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_7&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 33.774545 123.729437 \n",
       "L 37.309091 123.729437 \n",
       "L 37.309091 96.841476 \n",
       "L 33.774545 96.841476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_8&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 37.309091 123.729437 \n",
       "L 40.843636 123.729437 \n",
       "L 40.843636 96.841476 \n",
       "L 37.309091 96.841476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_9&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 40.843636 123.729437 \n",
       "L 44.378182 123.729437 \n",
       "L 44.378182 96.841476 \n",
       "L 40.843636 96.841476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_10&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 44.378182 123.729437 \n",
       "L 47.912727 123.729437 \n",
       "L 47.912727 123.729437 \n",
       "L 44.378182 123.729437 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_11&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 47.912727 123.729437 \n",
       "L 51.447273 123.729437 \n",
       "L 51.447273 96.841476 \n",
       "L 47.912727 96.841476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_12&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 51.447273 123.729437 \n",
       "L 54.981818 123.729437 \n",
       "L 54.981818 43.065554 \n",
       "L 51.447273 43.065554 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_13&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 54.981818 123.729437 \n",
       "L 58.516364 123.729437 \n",
       "L 58.516364 123.729437 \n",
       "L 54.981818 123.729437 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_14&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 58.516364 123.729437 \n",
       "L 62.050909 123.729437 \n",
       "L 62.050909 96.841476 \n",
       "L 58.516364 96.841476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_15&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 62.050909 123.729437 \n",
       "L 65.585455 123.729437 \n",
       "L 65.585455 96.841476 \n",
       "L 62.050909 96.841476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_16&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 65.585455 123.729437 \n",
       "L 69.12 123.729437 \n",
       "L 69.12 96.841476 \n",
       "L 65.585455 96.841476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_17&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 69.12 123.729437 \n",
       "L 72.654545 123.729437 \n",
       "L 72.654545 69.953515 \n",
       "L 69.12 69.953515 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_18&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 72.654545 123.729437 \n",
       "L 76.189091 123.729437 \n",
       "L 76.189091 69.953515 \n",
       "L 72.654545 69.953515 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_19&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 76.189091 123.729437 \n",
       "L 79.723636 123.729437 \n",
       "L 79.723636 96.841476 \n",
       "L 76.189091 96.841476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_20&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 79.723636 123.729437 \n",
       "L 83.258182 123.729437 \n",
       "L 83.258182 123.729437 \n",
       "L 79.723636 123.729437 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_21&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 83.258182 123.729437 \n",
       "L 86.792727 123.729437 \n",
       "L 86.792727 43.065554 \n",
       "L 83.258182 43.065554 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_22&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 86.792727 123.729437 \n",
       "L 90.327273 123.729437 \n",
       "L 90.327273 16.177592 \n",
       "L 86.792727 16.177592 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_23&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 90.327273 123.729437 \n",
       "L 93.861818 123.729437 \n",
       "L 93.861818 96.841476 \n",
       "L 90.327273 96.841476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_24&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 93.861818 123.729437 \n",
       "L 97.396364 123.729437 \n",
       "L 97.396364 43.065554 \n",
       "L 93.861818 43.065554 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_25&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 97.396364 123.729437 \n",
       "L 100.930909 123.729437 \n",
       "L 100.930909 96.841476 \n",
       "L 97.396364 96.841476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_26&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 100.930909 123.729437 \n",
       "L 104.465455 123.729437 \n",
       "L 104.465455 96.841476 \n",
       "L 100.930909 96.841476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_27&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 104.465455 123.729437 \n",
       "L 108 123.729437 \n",
       "L 108 69.953515 \n",
       "L 104.465455 69.953515 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_28&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 108 123.729437 \n",
       "L 111.534545 123.729437 \n",
       "L 111.534545 69.953515 \n",
       "L 108 69.953515 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_29&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 111.534545 123.729437 \n",
       "L 115.069091 123.729437 \n",
       "L 115.069091 96.841476 \n",
       "L 111.534545 96.841476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_30&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 115.069091 123.729437 \n",
       "L 118.603636 123.729437 \n",
       "L 118.603636 69.953515 \n",
       "L 115.069091 69.953515 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_31&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 118.603636 123.729437 \n",
       "L 122.138182 123.729437 \n",
       "L 122.138182 69.953515 \n",
       "L 118.603636 69.953515 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_32&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 122.138182 123.729437 \n",
       "L 125.672727 123.729437 \n",
       "L 125.672727 123.729437 \n",
       "L 122.138182 123.729437 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_33&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 125.672727 123.729437 \n",
       "L 129.207273 123.729437 \n",
       "L 129.207273 123.729437 \n",
       "L 125.672727 123.729437 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_34&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 129.207273 123.729437 \n",
       "L 132.741818 123.729437 \n",
       "L 132.741818 123.729437 \n",
       "L 129.207273 123.729437 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_35&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 132.741818 123.729437 \n",
       "L 136.276364 123.729437 \n",
       "L 136.276364 123.729437 \n",
       "L 132.741818 123.729437 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_36&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 136.276364 123.729437 \n",
       "L 139.810909 123.729437 \n",
       "L 139.810909 123.729437 \n",
       "L 136.276364 123.729437 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_37&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 139.810909 123.729437 \n",
       "L 143.345455 123.729437 \n",
       "L 143.345455 123.729437 \n",
       "L 139.810909 123.729437 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_38&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 143.345455 123.729437 \n",
       "L 146.88 123.729437 \n",
       "L 146.88 123.729437 \n",
       "L 143.345455 123.729437 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_39&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 146.88 123.729437 \n",
       "L 150.414545 123.729437 \n",
       "L 150.414545 123.729437 \n",
       "L 146.88 123.729437 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_40&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 150.414545 123.729437 \n",
       "L 153.949091 123.729437 \n",
       "L 153.949091 96.841476 \n",
       "L 150.414545 96.841476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_41&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 153.949091 123.729437 \n",
       "L 157.483636 123.729437 \n",
       "L 157.483636 96.841476 \n",
       "L 153.949091 96.841476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_42&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 157.483636 123.729437 \n",
       "L 161.018182 123.729437 \n",
       "L 161.018182 123.729437 \n",
       "L 157.483636 123.729437 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_43&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 161.018182 123.729437 \n",
       "L 164.552727 123.729437 \n",
       "L 164.552727 123.729437 \n",
       "L 161.018182 123.729437 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_44&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 164.552727 123.729437 \n",
       "L 168.087273 123.729437 \n",
       "L 168.087273 96.841476 \n",
       "L 164.552727 96.841476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_45&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 168.087273 123.729437 \n",
       "L 171.621818 123.729437 \n",
       "L 171.621818 123.729437 \n",
       "L 168.087273 123.729437 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_46&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 171.621818 123.729437 \n",
       "L 175.156364 123.729437 \n",
       "L 175.156364 123.729437 \n",
       "L 171.621818 123.729437 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_47&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 175.156364 123.729437 \n",
       "L 178.690909 123.729437 \n",
       "L 178.690909 123.729437 \n",
       "L 175.156364 123.729437 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_48&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 178.690909 123.729437 \n",
       "L 182.225455 123.729437 \n",
       "L 182.225455 96.841476 \n",
       "L 178.690909 96.841476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_49&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 182.225455 123.729437 \n",
       "L 185.76 123.729437 \n",
       "L 185.76 69.953515 \n",
       "L 182.225455 69.953515 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_50&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 185.76 123.729437 \n",
       "L 189.294545 123.729437 \n",
       "L 189.294545 96.841476 \n",
       "L 185.76 96.841476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_51&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 189.294545 123.729437 \n",
       "L 192.829091 123.729437 \n",
       "L 192.829091 69.953515 \n",
       "L 189.294545 69.953515 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_52&gt;&lt;path clip-path=url(#p453eff050d) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 192.829091 123.729437 \n",
       "L 196.363636 123.729437 \n",
       "L 196.363636 43.065554 \n",
       "L 192.829091 43.065554 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_53&gt;&lt;path style=fill:none; d=&quot;M 10.8 123.729437 \n",
       "L 10.8 10.8 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_54&gt;&lt;path style=fill:none; d=&quot;M 205.2 123.729437 \n",
       "L 205.2 10.8 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_55&gt;&lt;path style=fill:none; d=&quot;M 10.8 123.729437 \n",
       "L 205.2 123.729437 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_56&gt;&lt;path style=fill:none; d=&quot;M 10.8 10.8 \n",
       "L 205.2 10.8 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;defs&gt;&lt;clippath id=p453eff050d&gt;&lt;rect height=112.929437 width=194.4 x=10.8 y=10.8 /&gt;&lt;/clippath&gt;&lt;/defs&gt;&lt;/svg&gt;&lt;/div&gt;&lt;div class=&quot;col-sm-12 text-right&quot;&gt;&lt;button class=&quot;btn btn-default btn-sm&quot; data-toggle=collapse data-target=&quot;#bottom--6673380111426766039, #minifreqtable-6673380111426766039&quot; aria-expanded=true aria-controls=collapseExample&gt;Toggle details&lt;/button&gt;&lt;/div&gt;&lt;div id=bottom--6673380111426766039 class=collapse&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-tabs&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#-6673380111426766039bottom--6673380111426766039statistics aria-controls=-6673380111426766039bottom--6673380111426766039statistics role=tab data-toggle=tab&gt;Statistics&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-6673380111426766039bottom--6673380111426766039histogram aria-controls=-6673380111426766039bottom--6673380111426766039histogram role=tab data-toggle=tab&gt;Histogram&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-6673380111426766039bottom--6673380111426766039common_values aria-controls=-6673380111426766039bottom--6673380111426766039common_values role=tab data-toggle=tab&gt;Common values&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-6673380111426766039bottom--6673380111426766039extreme_values aria-controls=-6673380111426766039bottom--6673380111426766039extreme_values role=tab data-toggle=tab&gt;Extreme values&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=-6673380111426766039bottom--6673380111426766039statistics&gt;&lt;div class=col-sm-6&gt;&lt;p class=h4&gt;Quantile statistics&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Minimum&lt;/th&gt;&lt;td&gt;74&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;5-th percentile&lt;/th&gt;&lt;td&gt;423&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Q1&lt;/th&gt;&lt;td&gt;926&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;median&lt;/th&gt;&lt;td&gt;1325&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Q3&lt;/th&gt;&lt;td&gt;1753&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;95-th percentile&lt;/th&gt;&lt;td&gt;3004&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Maximum&lt;/th&gt;&lt;td&gt;3021&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Range&lt;/th&gt;&lt;td&gt;2947&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Interquartile range (IQR)&lt;/th&gt;&lt;td&gt;827&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-6&gt;&lt;p class=h4&gt;Descriptive statistics&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Standard deviation&lt;/th&gt;&lt;td&gt;809.7995175&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Coefficient of variation (CV)&lt;/th&gt;&lt;td&gt;0.536305278&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Kurtosis&lt;/th&gt;&lt;td&gt;-0.7052065072&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Mean&lt;/th&gt;&lt;td&gt;1509.96&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Median Absolute Deviation (MAD)&lt;/th&gt;&lt;td&gt;411.5&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Skewness&lt;/th&gt;&lt;td&gt;0.5506790051&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Sum&lt;/th&gt;&lt;td&gt;596434200&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Variance&lt;/th&gt;&lt;td&gt;655775.2586&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Monotocity&lt;/th&gt;&lt;td&gt;Not monotonic&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-6673380111426766039bottom--6673380111426766039histogram&gt;&lt;?xml version=&quot;1.0&quot; encoding=&quot;utf-8&quot; standalone=&quot;no&quot;?&gt;&lt;!DOCTYPE svg class=&quot;img-responsive center-img&quot;PUBLIC &quot;-//W3C//DTD SVG 1.1//EN&quot;\n",
       "  &quot;http:https://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd&quot;&gt;&lt;svg class=&quot;img-responsive center-img&quot; height=288pt version=1.1 viewbox=&quot;0 0 432 288&quot; width=432pt xmlns=http:https://www.w3.org/2000/svg xmlns:xlink=http:https://www.w3.org/1999/xlink&gt;&lt;metadata&gt;&lt;rdf:rdf xmlns:cc=http:https://creativecommons.org/ns# xmlns:dc=http:https://purl.org/dc/elements/1.1/ xmlns:rdf=http:https://www.w3.org/1999/02/22-rdf-syntax-ns#&gt;&lt;cc:work&gt;&lt;dc:type rdf:resource=http:https://purl.org/dc/dcmitype/StillImage /&gt;&lt;dc:date&gt;2021-03-20T18:19:23.749658&lt;/dc:date&gt;&lt;dc:format&gt;image/svg+xml&lt;/dc:format&gt;&lt;dc:creator&gt;&lt;cc:agent&gt;&lt;dc:title&gt;Matplotlib v3.3.2, https://matplotlib.org/&lt;/dc:title&gt;&lt;/cc:agent&gt;&lt;/dc:creator&gt;&lt;/cc:work&gt;&lt;/rdf:rdf&gt;&lt;/metadata&gt;&lt;defs&gt;&lt;style type=text/css&gt;*{stroke-linecap:butt;stroke-linejoin:round;}&lt;/style&gt;&lt;/defs&gt;&lt;g id=figure_1&gt;&lt;g id=patch_1&gt;&lt;path style=fill:#ffffff; d=&quot;M 0 288 \n",
       "L 432 288 \n",
       "L 432 0 \n",
       "L 0 0 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=axes_1&gt;&lt;g id=patch_2&gt;&lt;path style=fill:#ffffff; d=&quot;M 62.925 244.691301 \n",
       "L 421.2 244.691301 \n",
       "L 421.2 10.8 \n",
       "L 62.925 10.8 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=matplotlib.axis_1&gt;&lt;g id=xtick_1&gt;&lt;g id=text_1&gt;&lt;g style=fill:#262626; transform=&quot;translate(70.893588 264.184816)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-48 d=&quot;M 4.15625 35.296875 \n",
       "Q 4.15625 48 6.765625 55.734375 \n",
       "Q 9.375 63.484375 14.515625 67.671875 \n",
       "Q 19.671875 71.875 27.484375 71.875 \n",
       "Q 33.25 71.875 37.59375 69.546875 \n",
       "Q 41.9375 67.234375 44.765625 62.859375 \n",
       "Q 47.609375 58.5 49.21875 52.21875 \n",
       "Q 50.828125 45.953125 50.828125 35.296875 \n",
       "Q 50.828125 22.703125 48.234375 14.96875 \n",
       "Q 45.65625 7.234375 40.5 3 \n",
       "Q 35.359375 -1.21875 27.484375 -1.21875 \n",
       "Q 17.140625 -1.21875 11.234375 6.203125 \n",
       "Q 4.15625 15.140625 4.15625 35.296875 \n",
       "z\n",
       "M 13.1875 35.296875 \n",
       "Q 13.1875 17.671875 17.3125 11.828125 \n",
       "Q 21.4375 6 27.484375 6 \n",
       "Q 33.546875 6 37.671875 11.859375 \n",
       "Q 41.796875 17.71875 41.796875 35.296875 \n",
       "Q 41.796875 52.984375 37.671875 58.78125 \n",
       "Q 33.546875 64.59375 27.390625 64.59375 \n",
       "Q 21.34375 64.59375 17.71875 59.46875 \n",
       "Q 13.1875 52.9375 13.1875 35.296875 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_2&gt;&lt;g id=text_2&gt;&lt;g style=fill:#262626; transform=&quot;translate(122.221768 272.049169)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-53 d=&quot;M 4.15625 18.75 \n",
       "L 13.375 19.53125 \n",
       "Q 14.40625 12.796875 18.140625 9.390625 \n",
       "Q 21.875 6 27.15625 6 \n",
       "Q 33.5 6 37.890625 10.78125 \n",
       "Q 42.28125 15.578125 42.28125 23.484375 \n",
       "Q 42.28125 31 38.0625 35.34375 \n",
       "Q 33.84375 39.703125 27 39.703125 \n",
       "Q 22.75 39.703125 19.328125 37.765625 \n",
       "Q 15.921875 35.84375 13.96875 32.765625 \n",
       "L 5.71875 33.84375 \n",
       "L 12.640625 70.609375 \n",
       "L 48.25 70.609375 \n",
       "L 48.25 62.203125 \n",
       "L 19.671875 62.203125 \n",
       "L 15.828125 42.96875 \n",
       "Q 22.265625 47.46875 29.34375 47.46875 \n",
       "Q 38.71875 47.46875 45.15625 40.96875 \n",
       "Q 51.609375 34.46875 51.609375 24.265625 \n",
       "Q 51.609375 14.546875 45.953125 7.46875 \n",
       "Q 39.0625 -1.21875 27.15625 -1.21875 \n",
       "Q 17.390625 -1.21875 11.203125 4.25 \n",
       "Q 5.03125 9.71875 4.15625 18.75 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-53 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_3&gt;&lt;g id=text_3&gt;&lt;g style=fill:#262626; transform=&quot;translate(175.516037 275.981346)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-49 d=&quot;M 37.25 0 \n",
       "L 28.46875 0 \n",
       "L 28.46875 56 \n",
       "Q 25.296875 52.984375 20.140625 49.953125 \n",
       "Q 14.984375 46.921875 10.890625 45.40625 \n",
       "L 10.890625 53.90625 \n",
       "Q 18.265625 57.375 23.78125 62.296875 \n",
       "Q 29.296875 67.234375 31.59375 71.875 \n",
       "L 37.25 71.875 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_4&gt;&lt;g id=text_4&gt;&lt;g style=fill:#262626; transform=&quot;translate(230.776394 275.981346)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-53 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_5&gt;&lt;g id=text_5&gt;&lt;g style=fill:#262626; transform=&quot;translate(286.036752 275.981346)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-50 d=&quot;M 50.34375 8.453125 \n",
       "L 50.34375 0 \n",
       "L 3.03125 0 \n",
       "Q 2.9375 3.171875 4.046875 6.109375 \n",
       "Q 5.859375 10.9375 9.828125 15.625 \n",
       "Q 13.8125 20.3125 21.34375 26.46875 \n",
       "Q 33.015625 36.03125 37.109375 41.625 \n",
       "Q 41.21875 47.21875 41.21875 52.203125 \n",
       "Q 41.21875 57.421875 37.46875 61 \n",
       "Q 33.734375 64.59375 27.734375 64.59375 \n",
       "Q 21.390625 64.59375 17.578125 60.78125 \n",
       "Q 13.765625 56.984375 13.71875 50.25 \n",
       "L 4.6875 51.171875 \n",
       "Q 5.609375 61.28125 11.65625 66.578125 \n",
       "Q 17.71875 71.875 27.9375 71.875 \n",
       "Q 38.234375 71.875 44.234375 66.15625 \n",
       "Q 50.25 60.453125 50.25 52 \n",
       "Q 50.25 47.703125 48.484375 43.546875 \n",
       "Q 46.734375 39.40625 42.65625 34.8125 \n",
       "Q 38.578125 30.21875 29.109375 22.21875 \n",
       "Q 21.1875 15.578125 18.9375 13.203125 \n",
       "Q 16.703125 10.84375 15.234375 8.453125 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-50 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_6&gt;&lt;g id=text_6&gt;&lt;g style=fill:#262626; transform=&quot;translate(341.297109 275.981346)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-50 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-53 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_7&gt;&lt;g id=text_7&gt;&lt;g style=fill:#262626; transform=&quot;translate(396.557466 275.981346)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-51 d=&quot;M 4.203125 18.890625 \n",
       "L 12.984375 20.0625 \n",
       "Q 14.5 12.59375 18.140625 9.296875 \n",
       "Q 21.78125 6 27 6 \n",
       "Q 33.203125 6 37.46875 10.296875 \n",
       "Q 41.75 14.59375 41.75 20.953125 \n",
       "Q 41.75 27 37.796875 30.921875 \n",
       "Q 33.84375 34.859375 27.734375 34.859375 \n",
       "Q 25.25 34.859375 21.53125 33.890625 \n",
       "L 22.515625 41.609375 \n",
       "Q 23.390625 41.5 23.921875 41.5 \n",
       "Q 29.546875 41.5 34.03125 44.421875 \n",
       "Q 38.53125 47.359375 38.53125 53.46875 \n",
       "Q 38.53125 58.296875 35.25 61.46875 \n",
       "Q 31.984375 64.65625 26.8125 64.65625 \n",
       "Q 21.6875 64.65625 18.265625 61.421875 \n",
       "Q 14.84375 58.203125 13.875 51.765625 \n",
       "L 5.078125 53.328125 \n",
       "Q 6.6875 62.15625 12.390625 67.015625 \n",
       "Q 18.109375 71.875 26.609375 71.875 \n",
       "Q 32.46875 71.875 37.390625 69.359375 \n",
       "Q 42.328125 66.84375 44.9375 62.5 \n",
       "Q 47.5625 58.15625 47.5625 53.265625 \n",
       "Q 47.5625 48.640625 45.0625 44.828125 \n",
       "Q 42.578125 41.015625 37.703125 38.765625 \n",
       "Q 44.046875 37.3125 47.5625 32.6875 \n",
       "Q 51.078125 28.078125 51.078125 21.140625 \n",
       "Q 51.078125 11.765625 44.234375 5.25 \n",
       "Q 37.40625 -1.265625 26.953125 -1.265625 \n",
       "Q 17.53125 -1.265625 11.296875 4.34375 \n",
       "Q 5.078125 9.96875 4.203125 18.890625 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-51 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=matplotlib.axis_2&gt;&lt;g id=ytick_1&gt;&lt;g id=text_8&gt;&lt;g style=fill:#262626; transform=&quot;translate(46.864063 248.270208)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_2&gt;&lt;g id=text_9&gt;&lt;g style=fill:#262626; transform=&quot;translate(30.18125 213.024382)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-53 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_3&gt;&lt;g id=text_10&gt;&lt;g style=fill:#262626; transform=&quot;translate(24.620313 177.778556)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_4&gt;&lt;g id=text_11&gt;&lt;g style=fill:#262626; transform=&quot;translate(24.620313 142.53273)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-53 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_5&gt;&lt;g id=text_12&gt;&lt;g style=fill:#262626; transform=&quot;translate(24.620313 107.286904)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-50 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_6&gt;&lt;g id=text_13&gt;&lt;g style=fill:#262626; transform=&quot;translate(24.620313 72.041078)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-50 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-53 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_7&gt;&lt;g id=text_14&gt;&lt;g style=fill:#262626; transform=&quot;translate(24.620313 36.795252)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-51 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=text_15&gt;&lt;g style=fill:#262626; transform=&quot;translate(18.305156 153.728854)rotate(-90)scale(0.11 -0.11)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-70 d=&quot;M 8.203125 0 \n",
       "L 8.203125 71.578125 \n",
       "L 56.5 71.578125 \n",
       "L 56.5 63.140625 \n",
       "L 17.671875 63.140625 \n",
       "L 17.671875 40.96875 \n",
       "L 51.265625 40.96875 \n",
       "L 51.265625 32.515625 \n",
       "L 17.671875 32.515625 \n",
       "L 17.671875 0 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-114 d=&quot;M 6.5 0 \n",
       "L 6.5 51.859375 \n",
       "L 14.40625 51.859375 \n",
       "L 14.40625 44 \n",
       "Q 17.4375 49.515625 20 51.265625 \n",
       "Q 22.5625 53.03125 25.640625 53.03125 \n",
       "Q 30.078125 53.03125 34.671875 50.203125 \n",
       "L 31.640625 42.046875 \n",
       "Q 28.421875 43.953125 25.203125 43.953125 \n",
       "Q 22.3125 43.953125 20.015625 42.21875 \n",
       "Q 17.71875 40.484375 16.75 37.40625 \n",
       "Q 15.28125 32.71875 15.28125 27.15625 \n",
       "L 15.28125 0 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-101 d=&quot;M 42.09375 16.703125 \n",
       "L 51.171875 15.578125 \n",
       "Q 49.03125 7.625 43.21875 3.21875 \n",
       "Q 37.40625 -1.171875 28.375 -1.171875 \n",
       "Q 17 -1.171875 10.328125 5.828125 \n",
       "Q 3.65625 12.84375 3.65625 25.484375 \n",
       "Q 3.65625 38.578125 10.390625 45.796875 \n",
       "Q 17.140625 53.03125 27.875 53.03125 \n",
       "Q 38.28125 53.03125 44.875 45.953125 \n",
       "Q 51.46875 38.875 51.46875 26.03125 \n",
       "Q 51.46875 25.25 51.421875 23.6875 \n",
       "L 12.75 23.6875 \n",
       "Q 13.234375 15.140625 17.578125 10.59375 \n",
       "Q 21.921875 6.0625 28.421875 6.0625 \n",
       "Q 33.25 6.0625 36.671875 8.59375 \n",
       "Q 40.09375 11.140625 42.09375 16.703125 \n",
       "z\n",
       "M 13.234375 30.90625 \n",
       "L 42.1875 30.90625 \n",
       "Q 41.609375 37.453125 38.875 40.71875 \n",
       "Q 34.671875 45.796875 27.984375 45.796875 \n",
       "Q 21.921875 45.796875 17.796875 41.75 \n",
       "Q 13.671875 37.703125 13.234375 30.90625 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-113 d=&quot;M 39.65625 -19.875 \n",
       "L 39.65625 5.515625 \n",
       "Q 37.59375 2.640625 33.90625 0.734375 \n",
       "Q 30.21875 -1.171875 26.078125 -1.171875 \n",
       "Q 16.84375 -1.171875 10.171875 6.203125 \n",
       "Q 3.515625 13.578125 3.515625 26.421875 \n",
       "Q 3.515625 34.234375 6.21875 40.421875 \n",
       "Q 8.9375 46.625 14.078125 49.828125 \n",
       "Q 19.234375 53.03125 25.390625 53.03125 \n",
       "Q 35.015625 53.03125 40.53125 44.921875 \n",
       "L 40.53125 51.859375 \n",
       "L 48.4375 51.859375 \n",
       "L 48.4375 -19.875 \n",
       "z\n",
       "M 12.546875 26.078125 \n",
       "Q 12.546875 16.0625 16.75 11.0625 \n",
       "Q 20.953125 6.0625 26.8125 6.0625 \n",
       "Q 32.421875 6.0625 36.46875 10.8125 \n",
       "Q 40.53125 15.578125 40.53125 25.296875 \n",
       "Q 40.53125 35.640625 36.25 40.859375 \n",
       "Q 31.984375 46.09375 26.21875 46.09375 \n",
       "Q 20.515625 46.09375 16.53125 41.234375 \n",
       "Q 12.546875 36.375 12.546875 26.078125 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-117 d=&quot;M 40.578125 0 \n",
       "L 40.578125 7.625 \n",
       "Q 34.515625 -1.171875 24.125 -1.171875 \n",
       "Q 19.53125 -1.171875 15.546875 0.578125 \n",
       "Q 11.578125 2.34375 9.640625 5 \n",
       "Q 7.71875 7.671875 6.9375 11.53125 \n",
       "Q 6.390625 14.109375 6.390625 19.734375 \n",
       "L 6.390625 51.859375 \n",
       "L 15.1875 51.859375 \n",
       "L 15.1875 23.09375 \n",
       "Q 15.1875 16.21875 15.71875 13.8125 \n",
       "Q 16.546875 10.359375 19.234375 8.375 \n",
       "Q 21.921875 6.390625 25.875 6.390625 \n",
       "Q 29.828125 6.390625 33.296875 8.421875 \n",
       "Q 36.765625 10.453125 38.203125 13.9375 \n",
       "Q 39.65625 17.4375 39.65625 24.078125 \n",
       "L 39.65625 51.859375 \n",
       "L 48.4375 51.859375 \n",
       "L 48.4375 0 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-110 d=&quot;M 6.59375 0 \n",
       "L 6.59375 51.859375 \n",
       "L 14.5 51.859375 \n",
       "L 14.5 44.484375 \n",
       "Q 20.21875 53.03125 31 53.03125 \n",
       "Q 35.6875 53.03125 39.625 51.34375 \n",
       "Q 43.5625 49.65625 45.515625 46.921875 \n",
       "Q 47.46875 44.1875 48.25 40.4375 \n",
       "Q 48.734375 37.984375 48.734375 31.890625 \n",
       "L 48.734375 0 \n",
       "L 39.9375 0 \n",
       "L 39.9375 31.546875 \n",
       "Q 39.9375 36.921875 38.90625 39.578125 \n",
       "Q 37.890625 42.234375 35.28125 43.8125 \n",
       "Q 32.671875 45.40625 29.15625 45.40625 \n",
       "Q 23.53125 45.40625 19.453125 41.84375 \n",
       "Q 15.375 38.28125 15.375 28.328125 \n",
       "L 15.375 0 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-99 d=&quot;M 40.4375 19 \n",
       "L 49.078125 17.875 \n",
       "Q 47.65625 8.9375 41.8125 3.875 \n",
       "Q 35.984375 -1.171875 27.484375 -1.171875 \n",
       "Q 16.84375 -1.171875 10.375 5.78125 \n",
       "Q 3.90625 12.75 3.90625 25.734375 \n",
       "Q 3.90625 34.125 6.6875 40.421875 \n",
       "Q 9.46875 46.734375 15.15625 49.875 \n",
       "Q 20.84375 53.03125 27.546875 53.03125 \n",
       "Q 35.984375 53.03125 41.359375 48.75 \n",
       "Q 46.734375 44.484375 48.25 36.625 \n",
       "L 39.703125 35.296875 \n",
       "Q 38.484375 40.53125 35.375 43.15625 \n",
       "Q 32.28125 45.796875 27.875 45.796875 \n",
       "Q 21.234375 45.796875 17.078125 41.03125 \n",
       "Q 12.9375 36.28125 12.9375 25.984375 \n",
       "Q 12.9375 15.53125 16.9375 10.796875 \n",
       "Q 20.953125 6.0625 27.390625 6.0625 \n",
       "Q 32.5625 6.0625 36.03125 9.234375 \n",
       "Q 39.5 12.40625 40.4375 19 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-121 d=&quot;M 6.203125 -19.96875 \n",
       "L 5.21875 -11.71875 \n",
       "Q 8.109375 -12.5 10.25 -12.5 \n",
       "Q 13.1875 -12.5 14.9375 -11.515625 \n",
       "Q 16.703125 -10.546875 17.828125 -8.796875 \n",
       "Q 18.65625 -7.46875 20.515625 -2.25 \n",
       "Q 20.75 -1.515625 21.296875 -0.09375 \n",
       "L 1.609375 51.859375 \n",
       "L 11.078125 51.859375 \n",
       "L 21.875 21.828125 \n",
       "Q 23.96875 16.109375 25.640625 9.8125 \n",
       "Q 27.15625 15.875 29.25 21.625 \n",
       "L 40.328125 51.859375 \n",
       "L 49.125 51.859375 \n",
       "L 29.390625 -0.875 \n",
       "Q 26.21875 -9.421875 24.46875 -12.640625 \n",
       "Q 22.125 -17 19.09375 -19.015625 \n",
       "Q 16.0625 -21.046875 11.859375 -21.046875 \n",
       "Q 9.328125 -21.046875 6.203125 -19.96875 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-70 /&gt;&lt;use x=61.083984 xlink:href=#ArialMT-114 /&gt;&lt;use x=94.384766 xlink:href=#ArialMT-101 /&gt;&lt;use x=150 xlink:href=#ArialMT-113 /&gt;&lt;use x=205.615234 xlink:href=#ArialMT-117 /&gt;&lt;use x=261.230469 xlink:href=#ArialMT-101 /&gt;&lt;use x=316.845703 xlink:href=#ArialMT-110 /&gt;&lt;use x=372.460938 xlink:href=#ArialMT-99 /&gt;&lt;use x=422.460938 xlink:href=#ArialMT-121 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=patch_3&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 79.210227 244.691301 \n",
       "L 85.724318 244.691301 \n",
       "L 85.724318 189.002896 \n",
       "L 79.210227 189.002896 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_4&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 85.724318 244.691301 \n",
       "L 92.238409 244.691301 \n",
       "L 92.238409 244.691301 \n",
       "L 85.724318 244.691301 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_5&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 92.238409 244.691301 \n",
       "L 98.7525 244.691301 \n",
       "L 98.7525 244.691301 \n",
       "L 92.238409 244.691301 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_6&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 98.7525 244.691301 \n",
       "L 105.266591 244.691301 \n",
       "L 105.266591 244.691301 \n",
       "L 98.7525 244.691301 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_7&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 105.266591 244.691301 \n",
       "L 111.780682 244.691301 \n",
       "L 111.780682 189.002896 \n",
       "L 105.266591 189.002896 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_8&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 111.780682 244.691301 \n",
       "L 118.294773 244.691301 \n",
       "L 118.294773 189.002896 \n",
       "L 111.780682 189.002896 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_9&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 118.294773 244.691301 \n",
       "L 124.808864 244.691301 \n",
       "L 124.808864 189.002896 \n",
       "L 118.294773 189.002896 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_10&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 124.808864 244.691301 \n",
       "L 131.322955 244.691301 \n",
       "L 131.322955 244.691301 \n",
       "L 124.808864 244.691301 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_11&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 131.322955 244.691301 \n",
       "L 137.837045 244.691301 \n",
       "L 137.837045 189.002896 \n",
       "L 131.322955 189.002896 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_12&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 137.837045 244.691301 \n",
       "L 144.351136 244.691301 \n",
       "L 144.351136 77.626086 \n",
       "L 137.837045 77.626086 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_13&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 144.351136 244.691301 \n",
       "L 150.865227 244.691301 \n",
       "L 150.865227 244.691301 \n",
       "L 144.351136 244.691301 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_14&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 150.865227 244.691301 \n",
       "L 157.379318 244.691301 \n",
       "L 157.379318 189.002896 \n",
       "L 150.865227 189.002896 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_15&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 157.379318 244.691301 \n",
       "L 163.893409 244.691301 \n",
       "L 163.893409 189.002896 \n",
       "L 157.379318 189.002896 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_16&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 163.893409 244.691301 \n",
       "L 170.4075 244.691301 \n",
       "L 170.4075 189.002896 \n",
       "L 163.893409 189.002896 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_17&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 170.4075 244.691301 \n",
       "L 176.921591 244.691301 \n",
       "L 176.921591 133.314491 \n",
       "L 170.4075 133.314491 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_18&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 176.921591 244.691301 \n",
       "L 183.435682 244.691301 \n",
       "L 183.435682 133.314491 \n",
       "L 176.921591 133.314491 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_19&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 183.435682 244.691301 \n",
       "L 189.949773 244.691301 \n",
       "L 189.949773 189.002896 \n",
       "L 183.435682 189.002896 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_20&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 189.949773 244.691301 \n",
       "L 196.463864 244.691301 \n",
       "L 196.463864 244.691301 \n",
       "L 189.949773 244.691301 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_21&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 196.463864 244.691301 \n",
       "L 202.977955 244.691301 \n",
       "L 202.977955 77.626086 \n",
       "L 196.463864 77.626086 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_22&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 202.977955 244.691301 \n",
       "L 209.492045 244.691301 \n",
       "L 209.492045 21.937681 \n",
       "L 202.977955 21.937681 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_23&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 209.492045 244.691301 \n",
       "L 216.006136 244.691301 \n",
       "L 216.006136 189.002896 \n",
       "L 209.492045 189.002896 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_24&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 216.006136 244.691301 \n",
       "L 222.520227 244.691301 \n",
       "L 222.520227 77.626086 \n",
       "L 216.006136 77.626086 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_25&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 222.520227 244.691301 \n",
       "L 229.034318 244.691301 \n",
       "L 229.034318 189.002896 \n",
       "L 222.520227 189.002896 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_26&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 229.034318 244.691301 \n",
       "L 235.548409 244.691301 \n",
       "L 235.548409 189.002896 \n",
       "L 229.034318 189.002896 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_27&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 235.548409 244.691301 \n",
       "L 242.0625 244.691301 \n",
       "L 242.0625 133.314491 \n",
       "L 235.548409 133.314491 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_28&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 242.0625 244.691301 \n",
       "L 248.576591 244.691301 \n",
       "L 248.576591 133.314491 \n",
       "L 242.0625 133.314491 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_29&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 248.576591 244.691301 \n",
       "L 255.090682 244.691301 \n",
       "L 255.090682 189.002896 \n",
       "L 248.576591 189.002896 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_30&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 255.090682 244.691301 \n",
       "L 261.604773 244.691301 \n",
       "L 261.604773 133.314491 \n",
       "L 255.090682 133.314491 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_31&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 261.604773 244.691301 \n",
       "L 268.118864 244.691301 \n",
       "L 268.118864 133.314491 \n",
       "L 261.604773 133.314491 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_32&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 268.118864 244.691301 \n",
       "L 274.632955 244.691301 \n",
       "L 274.632955 244.691301 \n",
       "L 268.118864 244.691301 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_33&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 274.632955 244.691301 \n",
       "L 281.147045 244.691301 \n",
       "L 281.147045 244.691301 \n",
       "L 274.632955 244.691301 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_34&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 281.147045 244.691301 \n",
       "L 287.661136 244.691301 \n",
       "L 287.661136 244.691301 \n",
       "L 281.147045 244.691301 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_35&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 287.661136 244.691301 \n",
       "L 294.175227 244.691301 \n",
       "L 294.175227 244.691301 \n",
       "L 287.661136 244.691301 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_36&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 294.175227 244.691301 \n",
       "L 300.689318 244.691301 \n",
       "L 300.689318 244.691301 \n",
       "L 294.175227 244.691301 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_37&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 300.689318 244.691301 \n",
       "L 307.203409 244.691301 \n",
       "L 307.203409 244.691301 \n",
       "L 300.689318 244.691301 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_38&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 307.203409 244.691301 \n",
       "L 313.7175 244.691301 \n",
       "L 313.7175 244.691301 \n",
       "L 307.203409 244.691301 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_39&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 313.7175 244.691301 \n",
       "L 320.231591 244.691301 \n",
       "L 320.231591 244.691301 \n",
       "L 313.7175 244.691301 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_40&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 320.231591 244.691301 \n",
       "L 326.745682 244.691301 \n",
       "L 326.745682 189.002896 \n",
       "L 320.231591 189.002896 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_41&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 326.745682 244.691301 \n",
       "L 333.259773 244.691301 \n",
       "L 333.259773 189.002896 \n",
       "L 326.745682 189.002896 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_42&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 333.259773 244.691301 \n",
       "L 339.773864 244.691301 \n",
       "L 339.773864 244.691301 \n",
       "L 333.259773 244.691301 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_43&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 339.773864 244.691301 \n",
       "L 346.287955 244.691301 \n",
       "L 346.287955 244.691301 \n",
       "L 339.773864 244.691301 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_44&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 346.287955 244.691301 \n",
       "L 352.802045 244.691301 \n",
       "L 352.802045 189.002896 \n",
       "L 346.287955 189.002896 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_45&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 352.802045 244.691301 \n",
       "L 359.316136 244.691301 \n",
       "L 359.316136 244.691301 \n",
       "L 352.802045 244.691301 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_46&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 359.316136 244.691301 \n",
       "L 365.830227 244.691301 \n",
       "L 365.830227 244.691301 \n",
       "L 359.316136 244.691301 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_47&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 365.830227 244.691301 \n",
       "L 372.344318 244.691301 \n",
       "L 372.344318 244.691301 \n",
       "L 365.830227 244.691301 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_48&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 372.344318 244.691301 \n",
       "L 378.858409 244.691301 \n",
       "L 378.858409 189.002896 \n",
       "L 372.344318 189.002896 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_49&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 378.858409 244.691301 \n",
       "L 385.3725 244.691301 \n",
       "L 385.3725 133.314491 \n",
       "L 378.858409 133.314491 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_50&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 385.3725 244.691301 \n",
       "L 391.886591 244.691301 \n",
       "L 391.886591 189.002896 \n",
       "L 385.3725 189.002896 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_51&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 391.886591 244.691301 \n",
       "L 398.400682 244.691301 \n",
       "L 398.400682 133.314491 \n",
       "L 391.886591 133.314491 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_52&gt;&lt;path clip-path=url(#pbcafac7792) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 398.400682 244.691301 \n",
       "L 404.914773 244.691301 \n",
       "L 404.914773 77.626086 \n",
       "L 398.400682 77.626086 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_53&gt;&lt;path style=fill:none; d=&quot;M 62.925 244.691301 \n",
       "L 62.925 10.8 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_54&gt;&lt;path style=fill:none; d=&quot;M 421.2 244.691301 \n",
       "L 421.2 10.8 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_55&gt;&lt;path style=fill:none; d=&quot;M 62.925 244.691301 \n",
       "L 421.2 244.691301 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_56&gt;&lt;path style=fill:none; d=&quot;M 62.925 10.8 \n",
       "L 421.2 10.8 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;defs&gt;&lt;clippath id=pbcafac7792&gt;&lt;rect height=233.891301 width=358.275 x=62.925 y=10.8 /&gt;&lt;/clippath&gt;&lt;/defs&gt;&lt;/svg&gt;&lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with fixed size bins&lt;/strong&gt; (bins=50) &lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-6673380111426766039bottom--6673380111426766039common_values&gt;&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=2818&gt;2818&lt;/td&gt;&lt;td&gt;7900&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:2.5%&gt; &amp;nbsp; &lt;/div&gt; 2.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=972&gt;972&lt;/td&gt;&lt;td&gt;7900&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:2.5%&gt; &amp;nbsp; &lt;/div&gt; 2.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=1694&gt;1694&lt;/td&gt;&lt;td&gt;7900&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:2.5%&gt; &amp;nbsp; &lt;/div&gt; 2.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=1190&gt;1190&lt;/td&gt;&lt;td&gt;7900&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:2.5%&gt; &amp;nbsp; &lt;/div&gt; 2.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=423&gt;423&lt;/td&gt;&lt;td&gt;7900&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:2.5%&gt; &amp;nbsp; &lt;/div&gt; 2.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=1196&gt;1196&lt;/td&gt;&lt;td&gt;7900&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:2.5%&gt; &amp;nbsp; &lt;/div&gt; 2.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=432&gt;432&lt;/td&gt;&lt;td&gt;7900&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:2.5%&gt; &amp;nbsp; &lt;/div&gt; 2.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=2492&gt;2492&lt;/td&gt;&lt;td&gt;7900&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:2.5%&gt; &amp;nbsp; &lt;/div&gt; 2.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=3004&gt;3004&lt;/td&gt;&lt;td&gt;7900&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:2.5%&gt; &amp;nbsp; &lt;/div&gt; 2.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=1727&gt;1727&lt;/td&gt;&lt;td&gt;7900&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:2.5%&gt; &amp;nbsp; &lt;/div&gt; 2.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (40)&quot;&gt;Other values (40)&lt;/td&gt;&lt;td&gt;316000&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 80.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-6673380111426766039bottom--6673380111426766039extreme_values&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-tabs&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#-6673380111426766039extreme_values--6673380111426766039firstn aria-controls=-6673380111426766039extreme_values--6673380111426766039firstn role=tab data-toggle=tab&gt;Minimum 5 values&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-6673380111426766039extreme_values--6673380111426766039lastn aria-controls=-6673380111426766039extreme_values--6673380111426766039lastn role=tab data-toggle=tab&gt;Maximum 5 values&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=-6673380111426766039extreme_values--6673380111426766039firstn&gt;&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=74&gt;74&lt;/td&gt;&lt;td&gt;7900&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 2.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=337&gt;337&lt;/td&gt;&lt;td&gt;7900&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 2.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=423&gt;423&lt;/td&gt;&lt;td&gt;7900&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 2.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=432&gt;432&lt;/td&gt;&lt;td&gt;7900&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 2.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=581&gt;581&lt;/td&gt;&lt;td&gt;7900&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 2.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-6673380111426766039extreme_values--6673380111426766039lastn&gt;&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=3021&gt;3021&lt;/td&gt;&lt;td&gt;7900&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 2.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=3008&gt;3008&lt;/td&gt;&lt;td&gt;7900&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 2.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=3004&gt;3004&lt;/td&gt;&lt;td&gt;7900&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 2.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=2935&gt;2935&lt;/td&gt;&lt;td&gt;7900&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 2.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=2932&gt;2932&lt;/td&gt;&lt;td&gt;7900&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 2.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=pp_var_-7362042475730409296&gt;&lt;/a&gt;&lt;div class=variable&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4 title=department_identifier&gt;&lt;a href=#pp_var_-7362042475730409296&gt;department_identifier&lt;/a&gt;&lt;br&gt;&lt;small&gt;Real number (&amp;Ropf;&lt;sub&gt;&amp;ge;0&lt;/sub&gt;)&lt;/small&gt;&lt;/p&gt;&lt;p class=variable-description&gt;&lt;/p&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Distinct&lt;/th&gt;&lt;td&gt;6&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct (%)&lt;/th&gt;&lt;td&gt;&lt; 0.1%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Infinite&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Infinite (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Mean&lt;/th&gt;&lt;td&gt;24.46&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Minimum&lt;/th&gt;&lt;td&gt;11&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Maximum&lt;/th&gt;&lt;td&gt;33&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Zeros&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Zeros (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Memory size&lt;/th&gt;&lt;td&gt;6.0 MiB&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;?xml version=&quot;1.0&quot; encoding=&quot;utf-8&quot; standalone=&quot;no&quot;?&gt;&lt;!DOCTYPE svg class=&quot;img-responsive center-img&quot;PUBLIC &quot;-//W3C//DTD SVG 1.1//EN&quot;\n",
       "  &quot;http:https://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd&quot;&gt;&lt;svg class=&quot;img-responsive center-img&quot; height=162pt version=1.1 viewbox=&quot;0 0 216 162&quot; width=216pt xmlns=http:https://www.w3.org/2000/svg xmlns:xlink=http:https://www.w3.org/1999/xlink&gt;&lt;metadata&gt;&lt;rdf:rdf xmlns:cc=http:https://creativecommons.org/ns# xmlns:dc=http:https://purl.org/dc/elements/1.1/ xmlns:rdf=http:https://www.w3.org/1999/02/22-rdf-syntax-ns#&gt;&lt;cc:work&gt;&lt;dc:type rdf:resource=http:https://purl.org/dc/dcmitype/StillImage /&gt;&lt;dc:date&gt;2021-03-20T18:19:23.937142&lt;/dc:date&gt;&lt;dc:format&gt;image/svg+xml&lt;/dc:format&gt;&lt;dc:creator&gt;&lt;cc:agent&gt;&lt;dc:title&gt;Matplotlib v3.3.2, https://matplotlib.org/&lt;/dc:title&gt;&lt;/cc:agent&gt;&lt;/dc:creator&gt;&lt;/cc:work&gt;&lt;/rdf:rdf&gt;&lt;/metadata&gt;&lt;defs&gt;&lt;style type=text/css&gt;*{stroke-linecap:butt;stroke-linejoin:round;}&lt;/style&gt;&lt;/defs&gt;&lt;g id=figure_1&gt;&lt;g id=patch_1&gt;&lt;path style=fill:#ffffff; d=&quot;M 0 162 \n",
       "L 216 162 \n",
       "L 216 0 \n",
       "L 0 0 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=axes_1&gt;&lt;g id=patch_2&gt;&lt;path style=fill:#ffffff; d=&quot;M 15.411565 130.093398 \n",
       "L 205.2 130.093398 \n",
       "L 205.2 10.8 \n",
       "L 15.411565 10.8 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=matplotlib.axis_1&gt;&lt;g id=xtick_1&gt;&lt;g id=text_1&gt;&lt;g style=fill:#262626; transform=&quot;translate(14.512459 150.933951)rotate(-45)scale(0.08 -0.08)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-49 d=&quot;M 37.25 0 \n",
       "L 28.46875 0 \n",
       "L 28.46875 56 \n",
       "Q 25.296875 52.984375 20.140625 49.953125 \n",
       "Q 14.984375 46.921875 10.890625 45.40625 \n",
       "L 10.890625 53.90625 \n",
       "Q 18.265625 57.375 23.78125 62.296875 \n",
       "Q 29.296875 67.234375 31.59375 71.875 \n",
       "L 37.25 71.875 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-48 d=&quot;M 4.15625 35.296875 \n",
       "Q 4.15625 48 6.765625 55.734375 \n",
       "Q 9.375 63.484375 14.515625 67.671875 \n",
       "Q 19.671875 71.875 27.484375 71.875 \n",
       "Q 33.25 71.875 37.59375 69.546875 \n",
       "Q 41.9375 67.234375 44.765625 62.859375 \n",
       "Q 47.609375 58.5 49.21875 52.21875 \n",
       "Q 50.828125 45.953125 50.828125 35.296875 \n",
       "Q 50.828125 22.703125 48.234375 14.96875 \n",
       "Q 45.65625 7.234375 40.5 3 \n",
       "Q 35.359375 -1.21875 27.484375 -1.21875 \n",
       "Q 17.140625 -1.21875 11.234375 6.203125 \n",
       "Q 4.15625 15.140625 4.15625 35.296875 \n",
       "z\n",
       "M 13.1875 35.296875 \n",
       "Q 13.1875 17.671875 17.3125 11.828125 \n",
       "Q 21.4375 6 27.484375 6 \n",
       "Q 33.546875 6 37.671875 11.859375 \n",
       "Q 41.796875 17.71875 41.796875 35.296875 \n",
       "Q 41.796875 52.984375 37.671875 58.78125 \n",
       "Q 33.546875 64.59375 27.390625 64.59375 \n",
       "Q 21.34375 64.59375 17.71875 59.46875 \n",
       "Q 13.1875 52.9375 13.1875 35.296875 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_2&gt;&lt;g id=text_2&gt;&lt;g style=fill:#262626; transform=&quot;translate(53.724945 150.933951)rotate(-45)scale(0.08 -0.08)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-53 d=&quot;M 4.15625 18.75 \n",
       "L 13.375 19.53125 \n",
       "Q 14.40625 12.796875 18.140625 9.390625 \n",
       "Q 21.875 6 27.15625 6 \n",
       "Q 33.5 6 37.890625 10.78125 \n",
       "Q 42.28125 15.578125 42.28125 23.484375 \n",
       "Q 42.28125 31 38.0625 35.34375 \n",
       "Q 33.84375 39.703125 27 39.703125 \n",
       "Q 22.75 39.703125 19.328125 37.765625 \n",
       "Q 15.921875 35.84375 13.96875 32.765625 \n",
       "L 5.71875 33.84375 \n",
       "L 12.640625 70.609375 \n",
       "L 48.25 70.609375 \n",
       "L 48.25 62.203125 \n",
       "L 19.671875 62.203125 \n",
       "L 15.828125 42.96875 \n",
       "Q 22.265625 47.46875 29.34375 47.46875 \n",
       "Q 38.71875 47.46875 45.15625 40.96875 \n",
       "Q 51.609375 34.46875 51.609375 24.265625 \n",
       "Q 51.609375 14.546875 45.953125 7.46875 \n",
       "Q 39.0625 -1.21875 27.15625 -1.21875 \n",
       "Q 17.390625 -1.21875 11.203125 4.25 \n",
       "Q 5.03125 9.71875 4.15625 18.75 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-53 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_3&gt;&lt;g id=text_3&gt;&lt;g style=fill:#262626; transform=&quot;translate(92.937432 150.933951)rotate(-45)scale(0.08 -0.08)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-50 d=&quot;M 50.34375 8.453125 \n",
       "L 50.34375 0 \n",
       "L 3.03125 0 \n",
       "Q 2.9375 3.171875 4.046875 6.109375 \n",
       "Q 5.859375 10.9375 9.828125 15.625 \n",
       "Q 13.8125 20.3125 21.34375 26.46875 \n",
       "Q 33.015625 36.03125 37.109375 41.625 \n",
       "Q 41.21875 47.21875 41.21875 52.203125 \n",
       "Q 41.21875 57.421875 37.46875 61 \n",
       "Q 33.734375 64.59375 27.734375 64.59375 \n",
       "Q 21.390625 64.59375 17.578125 60.78125 \n",
       "Q 13.765625 56.984375 13.71875 50.25 \n",
       "L 4.6875 51.171875 \n",
       "Q 5.609375 61.28125 11.65625 66.578125 \n",
       "Q 17.71875 71.875 27.9375 71.875 \n",
       "Q 38.234375 71.875 44.234375 66.15625 \n",
       "Q 50.25 60.453125 50.25 52 \n",
       "Q 50.25 47.703125 48.484375 43.546875 \n",
       "Q 46.734375 39.40625 42.65625 34.8125 \n",
       "Q 38.578125 30.21875 29.109375 22.21875 \n",
       "Q 21.1875 15.578125 18.9375 13.203125 \n",
       "Q 16.703125 10.84375 15.234375 8.453125 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-50 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_4&gt;&lt;g id=text_4&gt;&lt;g style=fill:#262626; transform=&quot;translate(132.149918 150.933951)rotate(-45)scale(0.08 -0.08)&quot;&gt;&lt;use xlink:href=#ArialMT-50 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-53 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_5&gt;&lt;g id=text_5&gt;&lt;g style=fill:#262626; transform=&quot;translate(171.362405 150.933951)rotate(-45)scale(0.08 -0.08)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-51 d=&quot;M 4.203125 18.890625 \n",
       "L 12.984375 20.0625 \n",
       "Q 14.5 12.59375 18.140625 9.296875 \n",
       "Q 21.78125 6 27 6 \n",
       "Q 33.203125 6 37.46875 10.296875 \n",
       "Q 41.75 14.59375 41.75 20.953125 \n",
       "Q 41.75 27 37.796875 30.921875 \n",
       "Q 33.84375 34.859375 27.734375 34.859375 \n",
       "Q 25.25 34.859375 21.53125 33.890625 \n",
       "L 22.515625 41.609375 \n",
       "Q 23.390625 41.5 23.921875 41.5 \n",
       "Q 29.546875 41.5 34.03125 44.421875 \n",
       "Q 38.53125 47.359375 38.53125 53.46875 \n",
       "Q 38.53125 58.296875 35.25 61.46875 \n",
       "Q 31.984375 64.65625 26.8125 64.65625 \n",
       "Q 21.6875 64.65625 18.265625 61.421875 \n",
       "Q 14.84375 58.203125 13.875 51.765625 \n",
       "L 5.078125 53.328125 \n",
       "Q 6.6875 62.15625 12.390625 67.015625 \n",
       "Q 18.109375 71.875 26.609375 71.875 \n",
       "Q 32.46875 71.875 37.390625 69.359375 \n",
       "Q 42.328125 66.84375 44.9375 62.5 \n",
       "Q 47.5625 58.15625 47.5625 53.265625 \n",
       "Q 47.5625 48.640625 45.0625 44.828125 \n",
       "Q 42.578125 41.015625 37.703125 38.765625 \n",
       "Q 44.046875 37.3125 47.5625 32.6875 \n",
       "Q 51.078125 28.078125 51.078125 21.140625 \n",
       "Q 51.078125 11.765625 44.234375 5.25 \n",
       "Q 37.40625 -1.265625 26.953125 -1.265625 \n",
       "Q 17.53125 -1.265625 11.296875 4.34375 \n",
       "Q 5.078125 9.96875 4.203125 18.890625 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-51 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=patch_3&gt;&lt;path clip-path=url(#pfe3401de0b) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 24.038312 130.093398 \n",
       "L 52.794136 130.093398 \n",
       "L 52.794136 103.360984 \n",
       "L 24.038312 103.360984 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_4&gt;&lt;path clip-path=url(#pfe3401de0b) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 52.794136 130.093398 \n",
       "L 81.549959 130.093398 \n",
       "L 81.549959 130.093398 \n",
       "L 52.794136 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_5&gt;&lt;path clip-path=url(#pfe3401de0b) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 81.549959 130.093398 \n",
       "L 110.305783 130.093398 \n",
       "L 110.305783 49.896156 \n",
       "L 81.549959 49.896156 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_6&gt;&lt;path clip-path=url(#pfe3401de0b) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 110.305783 130.093398 \n",
       "L 139.061606 130.093398 \n",
       "L 139.061606 16.480638 \n",
       "L 110.305783 16.480638 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_7&gt;&lt;path clip-path=url(#pfe3401de0b) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 139.061606 130.093398 \n",
       "L 167.81743 130.093398 \n",
       "L 167.81743 130.093398 \n",
       "L 139.061606 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_8&gt;&lt;path clip-path=url(#pfe3401de0b) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 167.81743 130.093398 \n",
       "L 196.573253 130.093398 \n",
       "L 196.573253 16.480638 \n",
       "L 167.81743 16.480638 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_9&gt;&lt;path style=fill:none; d=&quot;M 15.411565 130.093398 \n",
       "L 15.411565 10.8 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_10&gt;&lt;path style=fill:none; d=&quot;M 205.2 130.093398 \n",
       "L 205.2 10.8 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_11&gt;&lt;path style=fill:none; d=&quot;M 15.411565 130.093398 \n",
       "L 205.2 130.093398 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_12&gt;&lt;path style=fill:none; d=&quot;M 15.411565 10.8 \n",
       "L 205.2 10.8 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;defs&gt;&lt;clippath id=pfe3401de0b&gt;&lt;rect height=119.293398 width=189.788435 x=15.411565 y=10.8 /&gt;&lt;/clippath&gt;&lt;/defs&gt;&lt;/svg&gt;&lt;/div&gt;&lt;div class=&quot;col-sm-12 text-right&quot;&gt;&lt;button class=&quot;btn btn-default btn-sm&quot; data-toggle=collapse data-target=&quot;#bottom--7362042475730409296, #minifreqtable-7362042475730409296&quot; aria-expanded=true aria-controls=collapseExample&gt;Toggle details&lt;/button&gt;&lt;/div&gt;&lt;div id=bottom--7362042475730409296 class=collapse&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-tabs&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#-7362042475730409296bottom--7362042475730409296statistics aria-controls=-7362042475730409296bottom--7362042475730409296statistics role=tab data-toggle=tab&gt;Statistics&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-7362042475730409296bottom--7362042475730409296histogram aria-controls=-7362042475730409296bottom--7362042475730409296histogram role=tab data-toggle=tab&gt;Histogram&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-7362042475730409296bottom--7362042475730409296common_values aria-controls=-7362042475730409296bottom--7362042475730409296common_values role=tab data-toggle=tab&gt;Common values&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-7362042475730409296bottom--7362042475730409296extreme_values aria-controls=-7362042475730409296bottom--7362042475730409296extreme_values role=tab data-toggle=tab&gt;Extreme values&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=-7362042475730409296bottom--7362042475730409296statistics&gt;&lt;div class=col-sm-6&gt;&lt;p class=h4&gt;Quantile statistics&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Minimum&lt;/th&gt;&lt;td&gt;11&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;5-th percentile&lt;/th&gt;&lt;td&gt;12&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Q1&lt;/th&gt;&lt;td&gt;21&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;median&lt;/th&gt;&lt;td&gt;22&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Q3&lt;/th&gt;&lt;td&gt;31&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;95-th percentile&lt;/th&gt;&lt;td&gt;33&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Maximum&lt;/th&gt;&lt;td&gt;33&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Range&lt;/th&gt;&lt;td&gt;22&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Interquartile range (IQR)&lt;/th&gt;&lt;td&gt;10&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-6&gt;&lt;p class=h4&gt;Descriptive statistics&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Standard deviation&lt;/th&gt;&lt;td&gt;6.337862549&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Coefficient of variation (CV)&lt;/th&gt;&lt;td&gt;0.2591113062&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Kurtosis&lt;/th&gt;&lt;td&gt;-0.6551521466&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Mean&lt;/th&gt;&lt;td&gt;24.46&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Median Absolute Deviation (MAD)&lt;/th&gt;&lt;td&gt;1&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Skewness&lt;/th&gt;&lt;td&gt;-0.04898147171&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Sum&lt;/th&gt;&lt;td&gt;9661700&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Variance&lt;/th&gt;&lt;td&gt;40.16850169&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Monotocity&lt;/th&gt;&lt;td&gt;Not monotonic&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-7362042475730409296bottom--7362042475730409296histogram&gt;&lt;?xml version=&quot;1.0&quot; encoding=&quot;utf-8&quot; standalone=&quot;no&quot;?&gt;&lt;!DOCTYPE svg class=&quot;img-responsive center-img&quot;PUBLIC &quot;-//W3C//DTD SVG 1.1//EN&quot;\n",
       "  &quot;http:https://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd&quot;&gt;&lt;svg class=&quot;img-responsive center-img&quot; height=288pt version=1.1 viewbox=&quot;0 0 432 288&quot; width=432pt xmlns=http:https://www.w3.org/2000/svg xmlns:xlink=http:https://www.w3.org/1999/xlink&gt;&lt;metadata&gt;&lt;rdf:rdf xmlns:cc=http:https://creativecommons.org/ns# xmlns:dc=http:https://purl.org/dc/elements/1.1/ xmlns:rdf=http:https://www.w3.org/1999/02/22-rdf-syntax-ns#&gt;&lt;cc:work&gt;&lt;dc:type rdf:resource=http:https://purl.org/dc/dcmitype/StillImage /&gt;&lt;dc:date&gt;2021-03-20T18:19:24.077705&lt;/dc:date&gt;&lt;dc:format&gt;image/svg+xml&lt;/dc:format&gt;&lt;dc:creator&gt;&lt;cc:agent&gt;&lt;dc:title&gt;Matplotlib v3.3.2, https://matplotlib.org/&lt;/dc:title&gt;&lt;/cc:agent&gt;&lt;/dc:creator&gt;&lt;/cc:work&gt;&lt;/rdf:rdf&gt;&lt;/metadata&gt;&lt;defs&gt;&lt;style type=text/css&gt;*{stroke-linecap:butt;stroke-linejoin:round;}&lt;/style&gt;&lt;/defs&gt;&lt;g id=figure_1&gt;&lt;g id=patch_1&gt;&lt;path style=fill:#ffffff; d=&quot;M 0 288 \n",
       "L 432 288 \n",
       "L 432 0 \n",
       "L 0 0 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=axes_1&gt;&lt;g id=patch_2&gt;&lt;path style=fill:#ffffff; d=&quot;M 68.55 252.469476 \n",
       "L 421.2 252.469476 \n",
       "L 421.2 12.734907 \n",
       "L 68.55 12.734907 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=matplotlib.axis_1&gt;&lt;g id=xtick_1&gt;&lt;g id=text_1&gt;&lt;g style=fill:#262626; transform=&quot;translate(67.903036 275.895167)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-49 d=&quot;M 37.25 0 \n",
       "L 28.46875 0 \n",
       "L 28.46875 56 \n",
       "Q 25.296875 52.984375 20.140625 49.953125 \n",
       "Q 14.984375 46.921875 10.890625 45.40625 \n",
       "L 10.890625 53.90625 \n",
       "Q 18.265625 57.375 23.78125 62.296875 \n",
       "Q 29.296875 67.234375 31.59375 71.875 \n",
       "L 37.25 71.875 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-48 d=&quot;M 4.15625 35.296875 \n",
       "Q 4.15625 48 6.765625 55.734375 \n",
       "Q 9.375 63.484375 14.515625 67.671875 \n",
       "Q 19.671875 71.875 27.484375 71.875 \n",
       "Q 33.25 71.875 37.59375 69.546875 \n",
       "Q 41.9375 67.234375 44.765625 62.859375 \n",
       "Q 47.609375 58.5 49.21875 52.21875 \n",
       "Q 50.828125 45.953125 50.828125 35.296875 \n",
       "Q 50.828125 22.703125 48.234375 14.96875 \n",
       "Q 45.65625 7.234375 40.5 3 \n",
       "Q 35.359375 -1.21875 27.484375 -1.21875 \n",
       "Q 17.140625 -1.21875 11.234375 6.203125 \n",
       "Q 4.15625 15.140625 4.15625 35.296875 \n",
       "z\n",
       "M 13.1875 35.296875 \n",
       "Q 13.1875 17.671875 17.3125 11.828125 \n",
       "Q 21.4375 6 27.484375 6 \n",
       "Q 33.546875 6 37.671875 11.859375 \n",
       "Q 41.796875 17.71875 41.796875 35.296875 \n",
       "Q 41.796875 52.984375 37.671875 58.78125 \n",
       "Q 33.546875 64.59375 27.390625 64.59375 \n",
       "Q 21.34375 64.59375 17.71875 59.46875 \n",
       "Q 13.1875 52.9375 13.1875 35.296875 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_2&gt;&lt;g id=text_2&gt;&lt;g style=fill:#262626; transform=&quot;translate(140.764607 275.895167)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-53 d=&quot;M 4.15625 18.75 \n",
       "L 13.375 19.53125 \n",
       "Q 14.40625 12.796875 18.140625 9.390625 \n",
       "Q 21.875 6 27.15625 6 \n",
       "Q 33.5 6 37.890625 10.78125 \n",
       "Q 42.28125 15.578125 42.28125 23.484375 \n",
       "Q 42.28125 31 38.0625 35.34375 \n",
       "Q 33.84375 39.703125 27 39.703125 \n",
       "Q 22.75 39.703125 19.328125 37.765625 \n",
       "Q 15.921875 35.84375 13.96875 32.765625 \n",
       "L 5.71875 33.84375 \n",
       "L 12.640625 70.609375 \n",
       "L 48.25 70.609375 \n",
       "L 48.25 62.203125 \n",
       "L 19.671875 62.203125 \n",
       "L 15.828125 42.96875 \n",
       "Q 22.265625 47.46875 29.34375 47.46875 \n",
       "Q 38.71875 47.46875 45.15625 40.96875 \n",
       "Q 51.609375 34.46875 51.609375 24.265625 \n",
       "Q 51.609375 14.546875 45.953125 7.46875 \n",
       "Q 39.0625 -1.21875 27.15625 -1.21875 \n",
       "Q 17.390625 -1.21875 11.203125 4.25 \n",
       "Q 5.03125 9.71875 4.15625 18.75 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-53 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_3&gt;&lt;g id=text_3&gt;&lt;g style=fill:#262626; transform=&quot;translate(213.626177 275.895167)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-50 d=&quot;M 50.34375 8.453125 \n",
       "L 50.34375 0 \n",
       "L 3.03125 0 \n",
       "Q 2.9375 3.171875 4.046875 6.109375 \n",
       "Q 5.859375 10.9375 9.828125 15.625 \n",
       "Q 13.8125 20.3125 21.34375 26.46875 \n",
       "Q 33.015625 36.03125 37.109375 41.625 \n",
       "Q 41.21875 47.21875 41.21875 52.203125 \n",
       "Q 41.21875 57.421875 37.46875 61 \n",
       "Q 33.734375 64.59375 27.734375 64.59375 \n",
       "Q 21.390625 64.59375 17.578125 60.78125 \n",
       "Q 13.765625 56.984375 13.71875 50.25 \n",
       "L 4.6875 51.171875 \n",
       "Q 5.609375 61.28125 11.65625 66.578125 \n",
       "Q 17.71875 71.875 27.9375 71.875 \n",
       "Q 38.234375 71.875 44.234375 66.15625 \n",
       "Q 50.25 60.453125 50.25 52 \n",
       "Q 50.25 47.703125 48.484375 43.546875 \n",
       "Q 46.734375 39.40625 42.65625 34.8125 \n",
       "Q 38.578125 30.21875 29.109375 22.21875 \n",
       "Q 21.1875 15.578125 18.9375 13.203125 \n",
       "Q 16.703125 10.84375 15.234375 8.453125 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-50 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_4&gt;&lt;g id=text_4&gt;&lt;g style=fill:#262626; transform=&quot;translate(286.487747 275.895167)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-50 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-53 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_5&gt;&lt;g id=text_5&gt;&lt;g style=fill:#262626; transform=&quot;translate(359.349317 275.895167)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-51 d=&quot;M 4.203125 18.890625 \n",
       "L 12.984375 20.0625 \n",
       "Q 14.5 12.59375 18.140625 9.296875 \n",
       "Q 21.78125 6 27 6 \n",
       "Q 33.203125 6 37.46875 10.296875 \n",
       "Q 41.75 14.59375 41.75 20.953125 \n",
       "Q 41.75 27 37.796875 30.921875 \n",
       "Q 33.84375 34.859375 27.734375 34.859375 \n",
       "Q 25.25 34.859375 21.53125 33.890625 \n",
       "L 22.515625 41.609375 \n",
       "Q 23.390625 41.5 23.921875 41.5 \n",
       "Q 29.546875 41.5 34.03125 44.421875 \n",
       "Q 38.53125 47.359375 38.53125 53.46875 \n",
       "Q 38.53125 58.296875 35.25 61.46875 \n",
       "Q 31.984375 64.65625 26.8125 64.65625 \n",
       "Q 21.6875 64.65625 18.265625 61.421875 \n",
       "Q 14.84375 58.203125 13.875 51.765625 \n",
       "L 5.078125 53.328125 \n",
       "Q 6.6875 62.15625 12.390625 67.015625 \n",
       "Q 18.109375 71.875 26.609375 71.875 \n",
       "Q 32.46875 71.875 37.390625 69.359375 \n",
       "Q 42.328125 66.84375 44.9375 62.5 \n",
       "Q 47.5625 58.15625 47.5625 53.265625 \n",
       "Q 47.5625 48.640625 45.0625 44.828125 \n",
       "Q 42.578125 41.015625 37.703125 38.765625 \n",
       "Q 44.046875 37.3125 47.5625 32.6875 \n",
       "Q 51.078125 28.078125 51.078125 21.140625 \n",
       "Q 51.078125 11.765625 44.234375 5.25 \n",
       "Q 37.40625 -1.265625 26.953125 -1.265625 \n",
       "Q 17.53125 -1.265625 11.296875 4.34375 \n",
       "Q 5.078125 9.96875 4.203125 18.890625 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-51 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=matplotlib.axis_2&gt;&lt;g id=ytick_1&gt;&lt;g id=text_6&gt;&lt;g style=fill:#262626; transform=&quot;translate(52.489062 256.048382)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_2&gt;&lt;g id=text_7&gt;&lt;g style=fill:#262626; transform=&quot;translate(30.245312 222.047096)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-50 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_3&gt;&lt;g id=text_8&gt;&lt;g style=fill:#262626; transform=&quot;translate(30.245312 188.04581)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-52 d=&quot;M 32.328125 0 \n",
       "L 32.328125 17.140625 \n",
       "L 1.265625 17.140625 \n",
       "L 1.265625 25.203125 \n",
       "L 33.9375 71.578125 \n",
       "L 41.109375 71.578125 \n",
       "L 41.109375 25.203125 \n",
       "L 50.78125 25.203125 \n",
       "L 50.78125 17.140625 \n",
       "L 41.109375 17.140625 \n",
       "L 41.109375 0 \n",
       "z\n",
       "M 32.328125 25.203125 \n",
       "L 32.328125 57.46875 \n",
       "L 9.90625 25.203125 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-52 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_4&gt;&lt;g id=text_9&gt;&lt;g style=fill:#262626; transform=&quot;translate(30.245312 154.044523)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-54 d=&quot;M 49.75 54.046875 \n",
       "L 41.015625 53.375 \n",
       "Q 39.84375 58.546875 37.703125 60.890625 \n",
       "Q 34.125 64.65625 28.90625 64.65625 \n",
       "Q 24.703125 64.65625 21.53125 62.3125 \n",
       "Q 17.390625 59.28125 14.984375 53.46875 \n",
       "Q 12.59375 47.65625 12.5 36.921875 \n",
       "Q 15.671875 41.75 20.265625 44.09375 \n",
       "Q 24.859375 46.4375 29.890625 46.4375 \n",
       "Q 38.671875 46.4375 44.84375 39.96875 \n",
       "Q 51.03125 33.5 51.03125 23.25 \n",
       "Q 51.03125 16.5 48.125 10.71875 \n",
       "Q 45.21875 4.9375 40.140625 1.859375 \n",
       "Q 35.0625 -1.21875 28.609375 -1.21875 \n",
       "Q 17.625 -1.21875 10.6875 6.859375 \n",
       "Q 3.765625 14.9375 3.765625 33.5 \n",
       "Q 3.765625 54.25 11.421875 63.671875 \n",
       "Q 18.109375 71.875 29.4375 71.875 \n",
       "Q 37.890625 71.875 43.28125 67.140625 \n",
       "Q 48.6875 62.40625 49.75 54.046875 \n",
       "z\n",
       "M 13.875 23.1875 \n",
       "Q 13.875 18.65625 15.796875 14.5 \n",
       "Q 17.71875 10.359375 21.1875 8.171875 \n",
       "Q 24.65625 6 28.46875 6 \n",
       "Q 34.03125 6 38.03125 10.484375 \n",
       "Q 42.046875 14.984375 42.046875 22.703125 \n",
       "Q 42.046875 30.125 38.078125 34.390625 \n",
       "Q 34.125 38.671875 28.125 38.671875 \n",
       "Q 22.171875 38.671875 18.015625 34.390625 \n",
       "Q 13.875 30.125 13.875 23.1875 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-54 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_5&gt;&lt;g id=text_10&gt;&lt;g style=fill:#262626; transform=&quot;translate(30.245312 120.043237)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-56 d=&quot;M 17.671875 38.8125 \n",
       "Q 12.203125 40.828125 9.5625 44.53125 \n",
       "Q 6.9375 48.25 6.9375 53.421875 \n",
       "Q 6.9375 61.234375 12.546875 66.546875 \n",
       "Q 18.171875 71.875 27.484375 71.875 \n",
       "Q 36.859375 71.875 42.578125 66.421875 \n",
       "Q 48.296875 60.984375 48.296875 53.171875 \n",
       "Q 48.296875 48.1875 45.671875 44.5 \n",
       "Q 43.0625 40.828125 37.75 38.8125 \n",
       "Q 44.34375 36.671875 47.78125 31.875 \n",
       "Q 51.21875 27.09375 51.21875 20.453125 \n",
       "Q 51.21875 11.28125 44.71875 5.03125 \n",
       "Q 38.234375 -1.21875 27.640625 -1.21875 \n",
       "Q 17.046875 -1.21875 10.546875 5.046875 \n",
       "Q 4.046875 11.328125 4.046875 20.703125 \n",
       "Q 4.046875 27.6875 7.59375 32.390625 \n",
       "Q 11.140625 37.109375 17.671875 38.8125 \n",
       "z\n",
       "M 15.921875 53.71875 \n",
       "Q 15.921875 48.640625 19.1875 45.40625 \n",
       "Q 22.46875 42.1875 27.6875 42.1875 \n",
       "Q 32.765625 42.1875 36.015625 45.375 \n",
       "Q 39.265625 48.578125 39.265625 53.21875 \n",
       "Q 39.265625 58.0625 35.90625 61.359375 \n",
       "Q 32.5625 64.65625 27.59375 64.65625 \n",
       "Q 22.5625 64.65625 19.234375 61.421875 \n",
       "Q 15.921875 58.203125 15.921875 53.71875 \n",
       "z\n",
       "M 13.09375 20.65625 \n",
       "Q 13.09375 16.890625 14.875 13.375 \n",
       "Q 16.65625 9.859375 20.171875 7.921875 \n",
       "Q 23.6875 6 27.734375 6 \n",
       "Q 34.03125 6 38.125 10.046875 \n",
       "Q 42.234375 14.109375 42.234375 20.359375 \n",
       "Q 42.234375 26.703125 38.015625 30.859375 \n",
       "Q 33.796875 35.015625 27.4375 35.015625 \n",
       "Q 21.234375 35.015625 17.15625 30.90625 \n",
       "Q 13.09375 26.8125 13.09375 20.65625 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-56 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_6&gt;&lt;g id=text_11&gt;&lt;g style=fill:#262626; transform=&quot;translate(24.684375 86.041951)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;use x=278.076172 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_7&gt;&lt;g id=text_12&gt;&lt;g style=fill:#262626; transform=&quot;translate(24.684375 52.040665)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-50 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;use x=278.076172 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_8&gt;&lt;g id=text_13&gt;&lt;g style=fill:#262626; transform=&quot;translate(24.684375 18.039378)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-52 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;use x=278.076172 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=text_14&gt;&lt;g style=fill:#262626; transform=&quot;translate(18.369219 158.585395)rotate(-90)scale(0.11 -0.11)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-70 d=&quot;M 8.203125 0 \n",
       "L 8.203125 71.578125 \n",
       "L 56.5 71.578125 \n",
       "L 56.5 63.140625 \n",
       "L 17.671875 63.140625 \n",
       "L 17.671875 40.96875 \n",
       "L 51.265625 40.96875 \n",
       "L 51.265625 32.515625 \n",
       "L 17.671875 32.515625 \n",
       "L 17.671875 0 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-114 d=&quot;M 6.5 0 \n",
       "L 6.5 51.859375 \n",
       "L 14.40625 51.859375 \n",
       "L 14.40625 44 \n",
       "Q 17.4375 49.515625 20 51.265625 \n",
       "Q 22.5625 53.03125 25.640625 53.03125 \n",
       "Q 30.078125 53.03125 34.671875 50.203125 \n",
       "L 31.640625 42.046875 \n",
       "Q 28.421875 43.953125 25.203125 43.953125 \n",
       "Q 22.3125 43.953125 20.015625 42.21875 \n",
       "Q 17.71875 40.484375 16.75 37.40625 \n",
       "Q 15.28125 32.71875 15.28125 27.15625 \n",
       "L 15.28125 0 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-101 d=&quot;M 42.09375 16.703125 \n",
       "L 51.171875 15.578125 \n",
       "Q 49.03125 7.625 43.21875 3.21875 \n",
       "Q 37.40625 -1.171875 28.375 -1.171875 \n",
       "Q 17 -1.171875 10.328125 5.828125 \n",
       "Q 3.65625 12.84375 3.65625 25.484375 \n",
       "Q 3.65625 38.578125 10.390625 45.796875 \n",
       "Q 17.140625 53.03125 27.875 53.03125 \n",
       "Q 38.28125 53.03125 44.875 45.953125 \n",
       "Q 51.46875 38.875 51.46875 26.03125 \n",
       "Q 51.46875 25.25 51.421875 23.6875 \n",
       "L 12.75 23.6875 \n",
       "Q 13.234375 15.140625 17.578125 10.59375 \n",
       "Q 21.921875 6.0625 28.421875 6.0625 \n",
       "Q 33.25 6.0625 36.671875 8.59375 \n",
       "Q 40.09375 11.140625 42.09375 16.703125 \n",
       "z\n",
       "M 13.234375 30.90625 \n",
       "L 42.1875 30.90625 \n",
       "Q 41.609375 37.453125 38.875 40.71875 \n",
       "Q 34.671875 45.796875 27.984375 45.796875 \n",
       "Q 21.921875 45.796875 17.796875 41.75 \n",
       "Q 13.671875 37.703125 13.234375 30.90625 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-113 d=&quot;M 39.65625 -19.875 \n",
       "L 39.65625 5.515625 \n",
       "Q 37.59375 2.640625 33.90625 0.734375 \n",
       "Q 30.21875 -1.171875 26.078125 -1.171875 \n",
       "Q 16.84375 -1.171875 10.171875 6.203125 \n",
       "Q 3.515625 13.578125 3.515625 26.421875 \n",
       "Q 3.515625 34.234375 6.21875 40.421875 \n",
       "Q 8.9375 46.625 14.078125 49.828125 \n",
       "Q 19.234375 53.03125 25.390625 53.03125 \n",
       "Q 35.015625 53.03125 40.53125 44.921875 \n",
       "L 40.53125 51.859375 \n",
       "L 48.4375 51.859375 \n",
       "L 48.4375 -19.875 \n",
       "z\n",
       "M 12.546875 26.078125 \n",
       "Q 12.546875 16.0625 16.75 11.0625 \n",
       "Q 20.953125 6.0625 26.8125 6.0625 \n",
       "Q 32.421875 6.0625 36.46875 10.8125 \n",
       "Q 40.53125 15.578125 40.53125 25.296875 \n",
       "Q 40.53125 35.640625 36.25 40.859375 \n",
       "Q 31.984375 46.09375 26.21875 46.09375 \n",
       "Q 20.515625 46.09375 16.53125 41.234375 \n",
       "Q 12.546875 36.375 12.546875 26.078125 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-117 d=&quot;M 40.578125 0 \n",
       "L 40.578125 7.625 \n",
       "Q 34.515625 -1.171875 24.125 -1.171875 \n",
       "Q 19.53125 -1.171875 15.546875 0.578125 \n",
       "Q 11.578125 2.34375 9.640625 5 \n",
       "Q 7.71875 7.671875 6.9375 11.53125 \n",
       "Q 6.390625 14.109375 6.390625 19.734375 \n",
       "L 6.390625 51.859375 \n",
       "L 15.1875 51.859375 \n",
       "L 15.1875 23.09375 \n",
       "Q 15.1875 16.21875 15.71875 13.8125 \n",
       "Q 16.546875 10.359375 19.234375 8.375 \n",
       "Q 21.921875 6.390625 25.875 6.390625 \n",
       "Q 29.828125 6.390625 33.296875 8.421875 \n",
       "Q 36.765625 10.453125 38.203125 13.9375 \n",
       "Q 39.65625 17.4375 39.65625 24.078125 \n",
       "L 39.65625 51.859375 \n",
       "L 48.4375 51.859375 \n",
       "L 48.4375 0 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-110 d=&quot;M 6.59375 0 \n",
       "L 6.59375 51.859375 \n",
       "L 14.5 51.859375 \n",
       "L 14.5 44.484375 \n",
       "Q 20.21875 53.03125 31 53.03125 \n",
       "Q 35.6875 53.03125 39.625 51.34375 \n",
       "Q 43.5625 49.65625 45.515625 46.921875 \n",
       "Q 47.46875 44.1875 48.25 40.4375 \n",
       "Q 48.734375 37.984375 48.734375 31.890625 \n",
       "L 48.734375 0 \n",
       "L 39.9375 0 \n",
       "L 39.9375 31.546875 \n",
       "Q 39.9375 36.921875 38.90625 39.578125 \n",
       "Q 37.890625 42.234375 35.28125 43.8125 \n",
       "Q 32.671875 45.40625 29.15625 45.40625 \n",
       "Q 23.53125 45.40625 19.453125 41.84375 \n",
       "Q 15.375 38.28125 15.375 28.328125 \n",
       "L 15.375 0 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-99 d=&quot;M 40.4375 19 \n",
       "L 49.078125 17.875 \n",
       "Q 47.65625 8.9375 41.8125 3.875 \n",
       "Q 35.984375 -1.171875 27.484375 -1.171875 \n",
       "Q 16.84375 -1.171875 10.375 5.78125 \n",
       "Q 3.90625 12.75 3.90625 25.734375 \n",
       "Q 3.90625 34.125 6.6875 40.421875 \n",
       "Q 9.46875 46.734375 15.15625 49.875 \n",
       "Q 20.84375 53.03125 27.546875 53.03125 \n",
       "Q 35.984375 53.03125 41.359375 48.75 \n",
       "Q 46.734375 44.484375 48.25 36.625 \n",
       "L 39.703125 35.296875 \n",
       "Q 38.484375 40.53125 35.375 43.15625 \n",
       "Q 32.28125 45.796875 27.875 45.796875 \n",
       "Q 21.234375 45.796875 17.078125 41.03125 \n",
       "Q 12.9375 36.28125 12.9375 25.984375 \n",
       "Q 12.9375 15.53125 16.9375 10.796875 \n",
       "Q 20.953125 6.0625 27.390625 6.0625 \n",
       "Q 32.5625 6.0625 36.03125 9.234375 \n",
       "Q 39.5 12.40625 40.4375 19 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-121 d=&quot;M 6.203125 -19.96875 \n",
       "L 5.21875 -11.71875 \n",
       "Q 8.109375 -12.5 10.25 -12.5 \n",
       "Q 13.1875 -12.5 14.9375 -11.515625 \n",
       "Q 16.703125 -10.546875 17.828125 -8.796875 \n",
       "Q 18.65625 -7.46875 20.515625 -2.25 \n",
       "Q 20.75 -1.515625 21.296875 -0.09375 \n",
       "L 1.609375 51.859375 \n",
       "L 11.078125 51.859375 \n",
       "L 21.875 21.828125 \n",
       "Q 23.96875 16.109375 25.640625 9.8125 \n",
       "Q 27.15625 15.875 29.25 21.625 \n",
       "L 40.328125 51.859375 \n",
       "L 49.125 51.859375 \n",
       "L 29.390625 -0.875 \n",
       "Q 26.21875 -9.421875 24.46875 -12.640625 \n",
       "Q 22.125 -17 19.09375 -19.015625 \n",
       "Q 16.0625 -21.046875 11.859375 -21.046875 \n",
       "Q 9.328125 -21.046875 6.203125 -19.96875 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-70 /&gt;&lt;use x=61.083984 xlink:href=#ArialMT-114 /&gt;&lt;use x=94.384766 xlink:href=#ArialMT-101 /&gt;&lt;use x=150 xlink:href=#ArialMT-113 /&gt;&lt;use x=205.615234 xlink:href=#ArialMT-117 /&gt;&lt;use x=261.230469 xlink:href=#ArialMT-101 /&gt;&lt;use x=316.845703 xlink:href=#ArialMT-110 /&gt;&lt;use x=372.460938 xlink:href=#ArialMT-99 /&gt;&lt;use x=422.460938 xlink:href=#ArialMT-121 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=patch_3&gt;&lt;path clip-path=url(#pf4a1bb6ff4) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 84.579545 252.469476 \n",
       "L 138.011364 252.469476 \n",
       "L 138.011364 198.747444 \n",
       "L 84.579545 198.747444 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_4&gt;&lt;path clip-path=url(#pf4a1bb6ff4) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 138.011364 252.469476 \n",
       "L 191.443182 252.469476 \n",
       "L 191.443182 252.469476 \n",
       "L 138.011364 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_5&gt;&lt;path clip-path=url(#pf4a1bb6ff4) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 191.443182 252.469476 \n",
       "L 244.875 252.469476 \n",
       "L 244.875 91.303379 \n",
       "L 191.443182 91.303379 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_6&gt;&lt;path clip-path=url(#pf4a1bb6ff4) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 244.875 252.469476 \n",
       "L 298.306818 252.469476 \n",
       "L 298.306818 24.150839 \n",
       "L 244.875 24.150839 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_7&gt;&lt;path clip-path=url(#pf4a1bb6ff4) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 298.306818 252.469476 \n",
       "L 351.738636 252.469476 \n",
       "L 351.738636 252.469476 \n",
       "L 298.306818 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_8&gt;&lt;path clip-path=url(#pf4a1bb6ff4) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 351.738636 252.469476 \n",
       "L 405.170455 252.469476 \n",
       "L 405.170455 24.150839 \n",
       "L 351.738636 24.150839 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_9&gt;&lt;path style=fill:none; d=&quot;M 68.55 252.469476 \n",
       "L 68.55 12.734907 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_10&gt;&lt;path style=fill:none; d=&quot;M 421.2 252.469476 \n",
       "L 421.2 12.734907 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_11&gt;&lt;path style=fill:none; d=&quot;M 68.55 252.469476 \n",
       "L 421.2 252.469476 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_12&gt;&lt;path style=fill:none; d=&quot;M 68.55 12.734907 \n",
       "L 421.2 12.734907 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;defs&gt;&lt;clippath id=pf4a1bb6ff4&gt;&lt;rect height=239.734569 width=352.65 x=68.55 y=12.734907 /&gt;&lt;/clippath&gt;&lt;/defs&gt;&lt;/svg&gt;&lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with fixed size bins&lt;/strong&gt; (bins=6) &lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-7362042475730409296bottom--7362042475730409296common_values&gt;&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=22&gt;22&lt;/td&gt;&lt;td&gt;134300&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 34.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=21&gt;21&lt;/td&gt;&lt;td&gt;94800&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:70.6%&gt; 24.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=33&gt;33&lt;/td&gt;&lt;td&gt;94800&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:70.6%&gt; 24.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=31&gt;31&lt;/td&gt;&lt;td&gt;39500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:29.4%&gt; &amp;nbsp; &lt;/div&gt; 10.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=11&gt;11&lt;/td&gt;&lt;td&gt;15800&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:11.8%&gt; &amp;nbsp; &lt;/div&gt; 4.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=12&gt;12&lt;/td&gt;&lt;td&gt;15800&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:11.8%&gt; &amp;nbsp; &lt;/div&gt; 4.0% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-7362042475730409296bottom--7362042475730409296extreme_values&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-tabs&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#-7362042475730409296extreme_values--7362042475730409296firstn aria-controls=-7362042475730409296extreme_values--7362042475730409296firstn role=tab data-toggle=tab&gt;Minimum 5 values&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-7362042475730409296extreme_values--7362042475730409296lastn aria-controls=-7362042475730409296extreme_values--7362042475730409296lastn role=tab data-toggle=tab&gt;Maximum 5 values&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=-7362042475730409296extreme_values--7362042475730409296firstn&gt;&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=11&gt;11&lt;/td&gt;&lt;td&gt;15800&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:11.8%&gt; &amp;nbsp; &lt;/div&gt; 4.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=12&gt;12&lt;/td&gt;&lt;td&gt;15800&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:11.8%&gt; &amp;nbsp; &lt;/div&gt; 4.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=21&gt;21&lt;/td&gt;&lt;td&gt;94800&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:70.6%&gt; 24.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=22&gt;22&lt;/td&gt;&lt;td&gt;134300&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 34.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=31&gt;31&lt;/td&gt;&lt;td&gt;39500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:29.4%&gt; &amp;nbsp; &lt;/div&gt; 10.0% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-7362042475730409296extreme_values--7362042475730409296lastn&gt;&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=33&gt;33&lt;/td&gt;&lt;td&gt;94800&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:70.6%&gt; 24.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=31&gt;31&lt;/td&gt;&lt;td&gt;39500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:29.4%&gt; &amp;nbsp; &lt;/div&gt; 10.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=22&gt;22&lt;/td&gt;&lt;td&gt;134300&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 34.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=21&gt;21&lt;/td&gt;&lt;td&gt;94800&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:70.6%&gt; 24.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=12&gt;12&lt;/td&gt;&lt;td&gt;15800&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:11.8%&gt; &amp;nbsp; &lt;/div&gt; 4.0% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=pp_var_3907869879808753890&gt;&lt;/a&gt;&lt;div class=variable&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4 title=category_of_product&gt;&lt;a href=#pp_var_3907869879808753890&gt;category_of_product&lt;/a&gt;&lt;br&gt;&lt;small&gt;Categorical&lt;/small&gt;&lt;/p&gt;&lt;p class=variable-description&gt;&lt;/p&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Distinct&lt;/th&gt;&lt;td&gt;3&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct (%)&lt;/th&gt;&lt;td&gt;&lt; 0.1%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Memory size&lt;/th&gt;&lt;td&gt;6.0 MiB&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-6&gt;&lt;div class=&quot;col-sm- collapse in&quot; id=minifreqtable&gt;&lt;table class=&quot;mini freq&quot;&gt;&lt;tr class&gt;&lt;th width=50%&gt; fast_moving_consumer_goods &lt;/th&gt;&lt;td width=50%&gt;&lt;div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500&gt; 229100&amp;nbsp; &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=50%&gt; drinks_and_food &lt;/th&gt;&lt;td width=50%&gt;&lt;div class=bar style=width:58.6% data-toggle=tooltip data-placement=right data-html=true data-delay=500&gt; 134300&amp;nbsp; &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=50%&gt; others &lt;/th&gt;&lt;td width=50%&gt;&lt;div class=bar style=width:13.8% data-toggle=tooltip data-placement=right data-html=true data-delay=500&gt; 31600&amp;nbsp; &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;col-sm-12 text-right&quot;&gt;&lt;button class=&quot;btn btn-default btn-sm&quot; data-toggle=collapse data-target=&quot;#bottom-3907869879808753890, #minifreqtable3907869879808753890&quot; aria-expanded=true aria-controls=collapseExample&gt;Toggle details&lt;/button&gt;&lt;/div&gt;&lt;div id=bottom-3907869879808753890 class=collapse&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-tabs&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#3907869879808753890bottom-3907869879808753890overview aria-controls=3907869879808753890bottom-3907869879808753890overview role=tab data-toggle=tab&gt;Overview&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#3907869879808753890bottom-3907869879808753890string aria-controls=3907869879808753890bottom-3907869879808753890string role=tab data-toggle=tab&gt;Categories&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=3907869879808753890bottom-3907869879808753890overview&gt;&lt;div class=row&gt;&lt;div class=col-sm-6&gt;&lt;p class=h4&gt;Unique&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Unique&lt;/th&gt;&lt;td&gt;0 &lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;The number of unique values (all values that occur exactly once in the dataset).&quot;&gt;?&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Unique (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-6&gt;&lt;p class=h4&gt;Sample&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;1st row&lt;/th&gt;&lt;td&gt;others&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;2nd row&lt;/th&gt;&lt;td&gt;others&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;3rd row&lt;/th&gt;&lt;td&gt;others&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;4th row&lt;/th&gt;&lt;td&gt;others&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;5th row&lt;/th&gt;&lt;td&gt;fast_moving_consumer_goods&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=3907869879808753890bottom-3907869879808753890string&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=fast_moving_consumer_goods&gt;fast_moving_consumer_goods&lt;/td&gt;&lt;td&gt;229100&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 58.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=drinks_and_food&gt;drinks_and_food&lt;/td&gt;&lt;td&gt;134300&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:58.6%&gt; 34.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=others&gt;others&lt;/td&gt;&lt;td&gt;31600&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:13.8%&gt; &amp;nbsp; &lt;/div&gt; 8.0% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=pp_var_-5767284144252353001&gt;&lt;/a&gt;&lt;div class=variable&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4 title=outlet&gt;&lt;a href=#pp_var_-5767284144252353001&gt;outlet&lt;/a&gt;&lt;br&gt;&lt;small&gt;Real number (&amp;Ropf;&lt;sub&gt;&amp;ge;0&lt;/sub&gt;)&lt;/small&gt;&lt;/p&gt;&lt;p class=variable-description&gt;&lt;/p&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Distinct&lt;/th&gt;&lt;td&gt;10&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct (%)&lt;/th&gt;&lt;td&gt;&lt; 0.1%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Infinite&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Infinite (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Mean&lt;/th&gt;&lt;td&gt;211.2&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Minimum&lt;/th&gt;&lt;td&gt;111&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Maximum&lt;/th&gt;&lt;td&gt;333&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Zeros&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Zeros (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Memory size&lt;/th&gt;&lt;td&gt;6.0 MiB&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;?xml version=&quot;1.0&quot; encoding=&quot;utf-8&quot; standalone=&quot;no&quot;?&gt;&lt;!DOCTYPE svg class=&quot;img-responsive center-img&quot;PUBLIC &quot;-//W3C//DTD SVG 1.1//EN&quot;\n",
       "  &quot;http:https://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd&quot;&gt;&lt;svg class=&quot;img-responsive center-img&quot; height=162pt version=1.1 viewbox=&quot;0 0 216 162&quot; width=216pt xmlns=http:https://www.w3.org/2000/svg xmlns:xlink=http:https://www.w3.org/1999/xlink&gt;&lt;metadata&gt;&lt;rdf:rdf xmlns:cc=http:https://creativecommons.org/ns# xmlns:dc=http:https://purl.org/dc/elements/1.1/ xmlns:rdf=http:https://www.w3.org/1999/02/22-rdf-syntax-ns#&gt;&lt;cc:work&gt;&lt;dc:type rdf:resource=http:https://purl.org/dc/dcmitype/StillImage /&gt;&lt;dc:date&gt;2021-03-20T18:19:24.437029&lt;/dc:date&gt;&lt;dc:format&gt;image/svg+xml&lt;/dc:format&gt;&lt;dc:creator&gt;&lt;cc:agent&gt;&lt;dc:title&gt;Matplotlib v3.3.2, https://matplotlib.org/&lt;/dc:title&gt;&lt;/cc:agent&gt;&lt;/dc:creator&gt;&lt;/cc:work&gt;&lt;/rdf:rdf&gt;&lt;/metadata&gt;&lt;defs&gt;&lt;style type=text/css&gt;*{stroke-linecap:butt;stroke-linejoin:round;}&lt;/style&gt;&lt;/defs&gt;&lt;g id=figure_1&gt;&lt;g id=patch_1&gt;&lt;path style=fill:#ffffff; d=&quot;M 0 162 \n",
       "L 216 162 \n",
       "L 216 0 \n",
       "L 0 0 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=axes_1&gt;&lt;g id=patch_2&gt;&lt;path style=fill:#ffffff; d=&quot;M 17.625741 126.911418 \n",
       "L 205.2 126.911418 \n",
       "L 205.2 10.8 \n",
       "L 17.625741 10.8 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=matplotlib.axis_1&gt;&lt;g id=xtick_1&gt;&lt;g id=text_1&gt;&lt;g style=fill:#262626; transform=&quot;translate(14.446326 150.897712)rotate(-45)scale(0.08 -0.08)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-49 d=&quot;M 37.25 0 \n",
       "L 28.46875 0 \n",
       "L 28.46875 56 \n",
       "Q 25.296875 52.984375 20.140625 49.953125 \n",
       "Q 14.984375 46.921875 10.890625 45.40625 \n",
       "L 10.890625 53.90625 \n",
       "Q 18.265625 57.375 23.78125 62.296875 \n",
       "Q 29.296875 67.234375 31.59375 71.875 \n",
       "L 37.25 71.875 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-48 d=&quot;M 4.15625 35.296875 \n",
       "Q 4.15625 48 6.765625 55.734375 \n",
       "Q 9.375 63.484375 14.515625 67.671875 \n",
       "Q 19.671875 71.875 27.484375 71.875 \n",
       "Q 33.25 71.875 37.59375 69.546875 \n",
       "Q 41.9375 67.234375 44.765625 62.859375 \n",
       "Q 47.609375 58.5 49.21875 52.21875 \n",
       "Q 50.828125 45.953125 50.828125 35.296875 \n",
       "Q 50.828125 22.703125 48.234375 14.96875 \n",
       "Q 45.65625 7.234375 40.5 3 \n",
       "Q 35.359375 -1.21875 27.484375 -1.21875 \n",
       "Q 17.140625 -1.21875 11.234375 6.203125 \n",
       "Q 4.15625 15.140625 4.15625 35.296875 \n",
       "z\n",
       "M 13.1875 35.296875 \n",
       "Q 13.1875 17.671875 17.3125 11.828125 \n",
       "Q 21.4375 6 27.484375 6 \n",
       "Q 33.546875 6 37.671875 11.859375 \n",
       "Q 41.796875 17.71875 41.796875 35.296875 \n",
       "Q 41.796875 52.984375 37.671875 58.78125 \n",
       "Q 33.546875 64.59375 27.390625 64.59375 \n",
       "Q 21.34375 64.59375 17.71875 59.46875 \n",
       "Q 13.1875 52.9375 13.1875 35.296875 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_2&gt;&lt;g id=text_2&gt;&lt;g style=fill:#262626; transform=&quot;translate(52.852194 150.897712)rotate(-45)scale(0.08 -0.08)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-53 d=&quot;M 4.15625 18.75 \n",
       "L 13.375 19.53125 \n",
       "Q 14.40625 12.796875 18.140625 9.390625 \n",
       "Q 21.875 6 27.15625 6 \n",
       "Q 33.5 6 37.890625 10.78125 \n",
       "Q 42.28125 15.578125 42.28125 23.484375 \n",
       "Q 42.28125 31 38.0625 35.34375 \n",
       "Q 33.84375 39.703125 27 39.703125 \n",
       "Q 22.75 39.703125 19.328125 37.765625 \n",
       "Q 15.921875 35.84375 13.96875 32.765625 \n",
       "L 5.71875 33.84375 \n",
       "L 12.640625 70.609375 \n",
       "L 48.25 70.609375 \n",
       "L 48.25 62.203125 \n",
       "L 19.671875 62.203125 \n",
       "L 15.828125 42.96875 \n",
       "Q 22.265625 47.46875 29.34375 47.46875 \n",
       "Q 38.71875 47.46875 45.15625 40.96875 \n",
       "Q 51.609375 34.46875 51.609375 24.265625 \n",
       "Q 51.609375 14.546875 45.953125 7.46875 \n",
       "Q 39.0625 -1.21875 27.15625 -1.21875 \n",
       "Q 17.390625 -1.21875 11.203125 4.25 \n",
       "Q 5.03125 9.71875 4.15625 18.75 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-53 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_3&gt;&lt;g id=text_3&gt;&lt;g style=fill:#262626; transform=&quot;translate(91.258062 150.897712)rotate(-45)scale(0.08 -0.08)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-50 d=&quot;M 50.34375 8.453125 \n",
       "L 50.34375 0 \n",
       "L 3.03125 0 \n",
       "Q 2.9375 3.171875 4.046875 6.109375 \n",
       "Q 5.859375 10.9375 9.828125 15.625 \n",
       "Q 13.8125 20.3125 21.34375 26.46875 \n",
       "Q 33.015625 36.03125 37.109375 41.625 \n",
       "Q 41.21875 47.21875 41.21875 52.203125 \n",
       "Q 41.21875 57.421875 37.46875 61 \n",
       "Q 33.734375 64.59375 27.734375 64.59375 \n",
       "Q 21.390625 64.59375 17.578125 60.78125 \n",
       "Q 13.765625 56.984375 13.71875 50.25 \n",
       "L 4.6875 51.171875 \n",
       "Q 5.609375 61.28125 11.65625 66.578125 \n",
       "Q 17.71875 71.875 27.9375 71.875 \n",
       "Q 38.234375 71.875 44.234375 66.15625 \n",
       "Q 50.25 60.453125 50.25 52 \n",
       "Q 50.25 47.703125 48.484375 43.546875 \n",
       "Q 46.734375 39.40625 42.65625 34.8125 \n",
       "Q 38.578125 30.21875 29.109375 22.21875 \n",
       "Q 21.1875 15.578125 18.9375 13.203125 \n",
       "Q 16.703125 10.84375 15.234375 8.453125 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-50 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_4&gt;&lt;g id=text_4&gt;&lt;g style=fill:#262626; transform=&quot;translate(129.66393 150.897712)rotate(-45)scale(0.08 -0.08)&quot;&gt;&lt;use xlink:href=#ArialMT-50 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-53 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_5&gt;&lt;g id=text_5&gt;&lt;g style=fill:#262626; transform=&quot;translate(168.069798 150.897712)rotate(-45)scale(0.08 -0.08)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-51 d=&quot;M 4.203125 18.890625 \n",
       "L 12.984375 20.0625 \n",
       "Q 14.5 12.59375 18.140625 9.296875 \n",
       "Q 21.78125 6 27 6 \n",
       "Q 33.203125 6 37.46875 10.296875 \n",
       "Q 41.75 14.59375 41.75 20.953125 \n",
       "Q 41.75 27 37.796875 30.921875 \n",
       "Q 33.84375 34.859375 27.734375 34.859375 \n",
       "Q 25.25 34.859375 21.53125 33.890625 \n",
       "L 22.515625 41.609375 \n",
       "Q 23.390625 41.5 23.921875 41.5 \n",
       "Q 29.546875 41.5 34.03125 44.421875 \n",
       "Q 38.53125 47.359375 38.53125 53.46875 \n",
       "Q 38.53125 58.296875 35.25 61.46875 \n",
       "Q 31.984375 64.65625 26.8125 64.65625 \n",
       "Q 21.6875 64.65625 18.265625 61.421875 \n",
       "Q 14.84375 58.203125 13.875 51.765625 \n",
       "L 5.078125 53.328125 \n",
       "Q 6.6875 62.15625 12.390625 67.015625 \n",
       "Q 18.109375 71.875 26.609375 71.875 \n",
       "Q 32.46875 71.875 37.390625 69.359375 \n",
       "Q 42.328125 66.84375 44.9375 62.5 \n",
       "Q 47.5625 58.15625 47.5625 53.265625 \n",
       "Q 47.5625 48.640625 45.0625 44.828125 \n",
       "Q 42.578125 41.015625 37.703125 38.765625 \n",
       "Q 44.046875 37.3125 47.5625 32.6875 \n",
       "Q 51.078125 28.078125 51.078125 21.140625 \n",
       "Q 51.078125 11.765625 44.234375 5.25 \n",
       "Q 37.40625 -1.265625 26.953125 -1.265625 \n",
       "Q 17.53125 -1.265625 11.296875 4.34375 \n",
       "Q 5.078125 9.96875 4.203125 18.890625 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-51 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=patch_3&gt;&lt;path clip-path=url(#p89ac277d0e) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 26.151843 126.911418 \n",
       "L 43.204049 126.911418 \n",
       "L 43.204049 16.329115 \n",
       "L 26.151843 16.329115 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_4&gt;&lt;path clip-path=url(#p89ac277d0e) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 43.204049 126.911418 \n",
       "L 60.256254 126.911418 \n",
       "L 60.256254 126.911418 \n",
       "L 43.204049 126.911418 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_5&gt;&lt;path clip-path=url(#p89ac277d0e) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 60.256254 126.911418 \n",
       "L 77.30846 126.911418 \n",
       "L 77.30846 126.911418 \n",
       "L 60.256254 126.911418 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_6&gt;&lt;path clip-path=url(#p89ac277d0e) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 77.30846 126.911418 \n",
       "L 94.360665 126.911418 \n",
       "L 94.360665 126.911418 \n",
       "L 77.30846 126.911418 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_7&gt;&lt;path clip-path=url(#p89ac277d0e) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 94.360665 126.911418 \n",
       "L 111.41287 126.911418 \n",
       "L 111.41287 99.265842 \n",
       "L 94.360665 99.265842 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_8&gt;&lt;path clip-path=url(#p89ac277d0e) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 111.41287 126.911418 \n",
       "L 128.465076 126.911418 \n",
       "L 128.465076 71.620266 \n",
       "L 111.41287 71.620266 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_9&gt;&lt;path clip-path=url(#p89ac277d0e) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 128.465076 126.911418 \n",
       "L 145.517281 126.911418 \n",
       "L 145.517281 126.911418 \n",
       "L 128.465076 126.911418 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_10&gt;&lt;path clip-path=url(#p89ac277d0e) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 145.517281 126.911418 \n",
       "L 162.569487 126.911418 \n",
       "L 162.569487 126.911418 \n",
       "L 145.517281 126.911418 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_11&gt;&lt;path clip-path=url(#p89ac277d0e) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 162.569487 126.911418 \n",
       "L 179.621692 126.911418 \n",
       "L 179.621692 126.911418 \n",
       "L 162.569487 126.911418 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_12&gt;&lt;path clip-path=url(#p89ac277d0e) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 179.621692 126.911418 \n",
       "L 196.673897 126.911418 \n",
       "L 196.673897 43.974691 \n",
       "L 179.621692 43.974691 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_13&gt;&lt;path style=fill:none; d=&quot;M 17.625741 126.911418 \n",
       "L 17.625741 10.8 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_14&gt;&lt;path style=fill:none; d=&quot;M 205.2 126.911418 \n",
       "L 205.2 10.8 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_15&gt;&lt;path style=fill:none; d=&quot;M 17.625741 126.911418 \n",
       "L 205.2 126.911418 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_16&gt;&lt;path style=fill:none; d=&quot;M 17.625741 10.8 \n",
       "L 205.2 10.8 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;defs&gt;&lt;clippath id=p89ac277d0e&gt;&lt;rect height=116.111418 width=187.574259 x=17.625741 y=10.8 /&gt;&lt;/clippath&gt;&lt;/defs&gt;&lt;/svg&gt;&lt;/div&gt;&lt;div class=&quot;col-sm-12 text-right&quot;&gt;&lt;button class=&quot;btn btn-default btn-sm&quot; data-toggle=collapse data-target=&quot;#bottom--5767284144252353001, #minifreqtable-5767284144252353001&quot; aria-expanded=true aria-controls=collapseExample&gt;Toggle details&lt;/button&gt;&lt;/div&gt;&lt;div id=bottom--5767284144252353001 class=collapse&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-tabs&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#-5767284144252353001bottom--5767284144252353001statistics aria-controls=-5767284144252353001bottom--5767284144252353001statistics role=tab data-toggle=tab&gt;Statistics&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-5767284144252353001bottom--5767284144252353001histogram aria-controls=-5767284144252353001bottom--5767284144252353001histogram role=tab data-toggle=tab&gt;Histogram&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-5767284144252353001bottom--5767284144252353001common_values aria-controls=-5767284144252353001bottom--5767284144252353001common_values role=tab data-toggle=tab&gt;Common values&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-5767284144252353001bottom--5767284144252353001extreme_values aria-controls=-5767284144252353001bottom--5767284144252353001extreme_values role=tab data-toggle=tab&gt;Extreme values&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=-5767284144252353001bottom--5767284144252353001statistics&gt;&lt;div class=col-sm-6&gt;&lt;p class=h4&gt;Quantile statistics&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Minimum&lt;/th&gt;&lt;td&gt;111&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;5-th percentile&lt;/th&gt;&lt;td&gt;111&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Q1&lt;/th&gt;&lt;td&gt;113&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;median&lt;/th&gt;&lt;td&gt;221.5&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Q3&lt;/th&gt;&lt;td&gt;331&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;95-th percentile&lt;/th&gt;&lt;td&gt;333&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Maximum&lt;/th&gt;&lt;td&gt;333&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Range&lt;/th&gt;&lt;td&gt;222&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Interquartile range (IQR)&lt;/th&gt;&lt;td&gt;218&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-6&gt;&lt;p class=h4&gt;Descriptive statistics&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Standard deviation&lt;/th&gt;&lt;td&gt;91.16129134&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Coefficient of variation (CV)&lt;/th&gt;&lt;td&gt;0.4316349022&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Kurtosis&lt;/th&gt;&lt;td&gt;-1.524596672&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Mean&lt;/th&gt;&lt;td&gt;211.2&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Median Absolute Deviation (MAD)&lt;/th&gt;&lt;td&gt;109&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Skewness&lt;/th&gt;&lt;td&gt;0.1907974168&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Sum&lt;/th&gt;&lt;td&gt;83424000&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Variance&lt;/th&gt;&lt;td&gt;8310.381039&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Monotocity&lt;/th&gt;&lt;td&gt;Not monotonic&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-5767284144252353001bottom--5767284144252353001histogram&gt;&lt;?xml version=&quot;1.0&quot; encoding=&quot;utf-8&quot; standalone=&quot;no&quot;?&gt;&lt;!DOCTYPE svg class=&quot;img-responsive center-img&quot;PUBLIC &quot;-//W3C//DTD SVG 1.1//EN&quot;\n",
       "  &quot;http:https://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd&quot;&gt;&lt;svg class=&quot;img-responsive center-img&quot; height=288pt version=1.1 viewbox=&quot;0 0 432 288&quot; width=432pt xmlns=http:https://www.w3.org/2000/svg xmlns:xlink=http:https://www.w3.org/1999/xlink&gt;&lt;metadata&gt;&lt;rdf:rdf xmlns:cc=http:https://creativecommons.org/ns# xmlns:dc=http:https://purl.org/dc/elements/1.1/ xmlns:rdf=http:https://www.w3.org/1999/02/22-rdf-syntax-ns#&gt;&lt;cc:work&gt;&lt;dc:type rdf:resource=http:https://purl.org/dc/dcmitype/StillImage /&gt;&lt;dc:date&gt;2021-03-20T18:19:24.593207&lt;/dc:date&gt;&lt;dc:format&gt;image/svg+xml&lt;/dc:format&gt;&lt;dc:creator&gt;&lt;cc:agent&gt;&lt;dc:title&gt;Matplotlib v3.3.2, https://matplotlib.org/&lt;/dc:title&gt;&lt;/cc:agent&gt;&lt;/dc:creator&gt;&lt;/cc:work&gt;&lt;/rdf:rdf&gt;&lt;/metadata&gt;&lt;defs&gt;&lt;style type=text/css&gt;*{stroke-linecap:butt;stroke-linejoin:round;}&lt;/style&gt;&lt;/defs&gt;&lt;g id=figure_1&gt;&lt;g id=patch_1&gt;&lt;path style=fill:#ffffff; d=&quot;M 0 288 \n",
       "L 432 288 \n",
       "L 432 0 \n",
       "L 0 0 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=axes_1&gt;&lt;g id=patch_2&gt;&lt;path style=fill:#ffffff; d=&quot;M 68.55 248.580389 \n",
       "L 421.2 248.580389 \n",
       "L 421.2 10.8 \n",
       "L 68.55 10.8 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=matplotlib.axis_1&gt;&lt;g id=xtick_1&gt;&lt;g id=text_1&gt;&lt;g style=fill:#262626; transform=&quot;translate(64.624127 275.938256)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-49 d=&quot;M 37.25 0 \n",
       "L 28.46875 0 \n",
       "L 28.46875 56 \n",
       "Q 25.296875 52.984375 20.140625 49.953125 \n",
       "Q 14.984375 46.921875 10.890625 45.40625 \n",
       "L 10.890625 53.90625 \n",
       "Q 18.265625 57.375 23.78125 62.296875 \n",
       "Q 29.296875 67.234375 31.59375 71.875 \n",
       "L 37.25 71.875 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-48 d=&quot;M 4.15625 35.296875 \n",
       "Q 4.15625 48 6.765625 55.734375 \n",
       "Q 9.375 63.484375 14.515625 67.671875 \n",
       "Q 19.671875 71.875 27.484375 71.875 \n",
       "Q 33.25 71.875 37.59375 69.546875 \n",
       "Q 41.9375 67.234375 44.765625 62.859375 \n",
       "Q 47.609375 58.5 49.21875 52.21875 \n",
       "Q 50.828125 45.953125 50.828125 35.296875 \n",
       "Q 50.828125 22.703125 48.234375 14.96875 \n",
       "Q 45.65625 7.234375 40.5 3 \n",
       "Q 35.359375 -1.21875 27.484375 -1.21875 \n",
       "Q 17.140625 -1.21875 11.234375 6.203125 \n",
       "Q 4.15625 15.140625 4.15625 35.296875 \n",
       "z\n",
       "M 13.1875 35.296875 \n",
       "Q 13.1875 17.671875 17.3125 11.828125 \n",
       "Q 21.4375 6 27.484375 6 \n",
       "Q 33.546875 6 37.671875 11.859375 \n",
       "Q 41.796875 17.71875 41.796875 35.296875 \n",
       "Q 41.796875 52.984375 37.671875 58.78125 \n",
       "Q 33.546875 64.59375 27.390625 64.59375 \n",
       "Q 21.34375 64.59375 17.71875 59.46875 \n",
       "Q 13.1875 52.9375 13.1875 35.296875 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_2&gt;&lt;g id=text_2&gt;&lt;g style=fill:#262626; transform=&quot;translate(136.829287 275.938256)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-53 d=&quot;M 4.15625 18.75 \n",
       "L 13.375 19.53125 \n",
       "Q 14.40625 12.796875 18.140625 9.390625 \n",
       "Q 21.875 6 27.15625 6 \n",
       "Q 33.5 6 37.890625 10.78125 \n",
       "Q 42.28125 15.578125 42.28125 23.484375 \n",
       "Q 42.28125 31 38.0625 35.34375 \n",
       "Q 33.84375 39.703125 27 39.703125 \n",
       "Q 22.75 39.703125 19.328125 37.765625 \n",
       "Q 15.921875 35.84375 13.96875 32.765625 \n",
       "L 5.71875 33.84375 \n",
       "L 12.640625 70.609375 \n",
       "L 48.25 70.609375 \n",
       "L 48.25 62.203125 \n",
       "L 19.671875 62.203125 \n",
       "L 15.828125 42.96875 \n",
       "Q 22.265625 47.46875 29.34375 47.46875 \n",
       "Q 38.71875 47.46875 45.15625 40.96875 \n",
       "Q 51.609375 34.46875 51.609375 24.265625 \n",
       "Q 51.609375 14.546875 45.953125 7.46875 \n",
       "Q 39.0625 -1.21875 27.15625 -1.21875 \n",
       "Q 17.390625 -1.21875 11.203125 4.25 \n",
       "Q 5.03125 9.71875 4.15625 18.75 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-53 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_3&gt;&lt;g id=text_3&gt;&lt;g style=fill:#262626; transform=&quot;translate(209.034446 275.938256)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-50 d=&quot;M 50.34375 8.453125 \n",
       "L 50.34375 0 \n",
       "L 3.03125 0 \n",
       "Q 2.9375 3.171875 4.046875 6.109375 \n",
       "Q 5.859375 10.9375 9.828125 15.625 \n",
       "Q 13.8125 20.3125 21.34375 26.46875 \n",
       "Q 33.015625 36.03125 37.109375 41.625 \n",
       "Q 41.21875 47.21875 41.21875 52.203125 \n",
       "Q 41.21875 57.421875 37.46875 61 \n",
       "Q 33.734375 64.59375 27.734375 64.59375 \n",
       "Q 21.390625 64.59375 17.578125 60.78125 \n",
       "Q 13.765625 56.984375 13.71875 50.25 \n",
       "L 4.6875 51.171875 \n",
       "Q 5.609375 61.28125 11.65625 66.578125 \n",
       "Q 17.71875 71.875 27.9375 71.875 \n",
       "Q 38.234375 71.875 44.234375 66.15625 \n",
       "Q 50.25 60.453125 50.25 52 \n",
       "Q 50.25 47.703125 48.484375 43.546875 \n",
       "Q 46.734375 39.40625 42.65625 34.8125 \n",
       "Q 38.578125 30.21875 29.109375 22.21875 \n",
       "Q 21.1875 15.578125 18.9375 13.203125 \n",
       "Q 16.703125 10.84375 15.234375 8.453125 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-50 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_4&gt;&lt;g id=text_4&gt;&lt;g style=fill:#262626; transform=&quot;translate(281.239606 275.938256)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-50 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-53 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_5&gt;&lt;g id=text_5&gt;&lt;g style=fill:#262626; transform=&quot;translate(353.444766 275.938256)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-51 d=&quot;M 4.203125 18.890625 \n",
       "L 12.984375 20.0625 \n",
       "Q 14.5 12.59375 18.140625 9.296875 \n",
       "Q 21.78125 6 27 6 \n",
       "Q 33.203125 6 37.46875 10.296875 \n",
       "Q 41.75 14.59375 41.75 20.953125 \n",
       "Q 41.75 27 37.796875 30.921875 \n",
       "Q 33.84375 34.859375 27.734375 34.859375 \n",
       "Q 25.25 34.859375 21.53125 33.890625 \n",
       "L 22.515625 41.609375 \n",
       "Q 23.390625 41.5 23.921875 41.5 \n",
       "Q 29.546875 41.5 34.03125 44.421875 \n",
       "Q 38.53125 47.359375 38.53125 53.46875 \n",
       "Q 38.53125 58.296875 35.25 61.46875 \n",
       "Q 31.984375 64.65625 26.8125 64.65625 \n",
       "Q 21.6875 64.65625 18.265625 61.421875 \n",
       "Q 14.84375 58.203125 13.875 51.765625 \n",
       "L 5.078125 53.328125 \n",
       "Q 6.6875 62.15625 12.390625 67.015625 \n",
       "Q 18.109375 71.875 26.609375 71.875 \n",
       "Q 32.46875 71.875 37.390625 69.359375 \n",
       "Q 42.328125 66.84375 44.9375 62.5 \n",
       "Q 47.5625 58.15625 47.5625 53.265625 \n",
       "Q 47.5625 48.640625 45.0625 44.828125 \n",
       "Q 42.578125 41.015625 37.703125 38.765625 \n",
       "Q 44.046875 37.3125 47.5625 32.6875 \n",
       "Q 51.078125 28.078125 51.078125 21.140625 \n",
       "Q 51.078125 11.765625 44.234375 5.25 \n",
       "Q 37.40625 -1.265625 26.953125 -1.265625 \n",
       "Q 17.53125 -1.265625 11.296875 4.34375 \n",
       "Q 5.078125 9.96875 4.203125 18.890625 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-51 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=matplotlib.axis_2&gt;&lt;g id=ytick_1&gt;&lt;g id=text_6&gt;&lt;g style=fill:#262626; transform=&quot;translate(52.489062 252.159295)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_2&gt;&lt;g id=text_7&gt;&lt;g style=fill:#262626; transform=&quot;translate(30.245312 223.493787)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-50 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_3&gt;&lt;g id=text_8&gt;&lt;g style=fill:#262626; transform=&quot;translate(30.245312 194.828279)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-52 d=&quot;M 32.328125 0 \n",
       "L 32.328125 17.140625 \n",
       "L 1.265625 17.140625 \n",
       "L 1.265625 25.203125 \n",
       "L 33.9375 71.578125 \n",
       "L 41.109375 71.578125 \n",
       "L 41.109375 25.203125 \n",
       "L 50.78125 25.203125 \n",
       "L 50.78125 17.140625 \n",
       "L 41.109375 17.140625 \n",
       "L 41.109375 0 \n",
       "z\n",
       "M 32.328125 25.203125 \n",
       "L 32.328125 57.46875 \n",
       "L 9.90625 25.203125 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-52 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_4&gt;&lt;g id=text_9&gt;&lt;g style=fill:#262626; transform=&quot;translate(30.245312 166.162771)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-54 d=&quot;M 49.75 54.046875 \n",
       "L 41.015625 53.375 \n",
       "Q 39.84375 58.546875 37.703125 60.890625 \n",
       "Q 34.125 64.65625 28.90625 64.65625 \n",
       "Q 24.703125 64.65625 21.53125 62.3125 \n",
       "Q 17.390625 59.28125 14.984375 53.46875 \n",
       "Q 12.59375 47.65625 12.5 36.921875 \n",
       "Q 15.671875 41.75 20.265625 44.09375 \n",
       "Q 24.859375 46.4375 29.890625 46.4375 \n",
       "Q 38.671875 46.4375 44.84375 39.96875 \n",
       "Q 51.03125 33.5 51.03125 23.25 \n",
       "Q 51.03125 16.5 48.125 10.71875 \n",
       "Q 45.21875 4.9375 40.140625 1.859375 \n",
       "Q 35.0625 -1.21875 28.609375 -1.21875 \n",
       "Q 17.625 -1.21875 10.6875 6.859375 \n",
       "Q 3.765625 14.9375 3.765625 33.5 \n",
       "Q 3.765625 54.25 11.421875 63.671875 \n",
       "Q 18.109375 71.875 29.4375 71.875 \n",
       "Q 37.890625 71.875 43.28125 67.140625 \n",
       "Q 48.6875 62.40625 49.75 54.046875 \n",
       "z\n",
       "M 13.875 23.1875 \n",
       "Q 13.875 18.65625 15.796875 14.5 \n",
       "Q 17.71875 10.359375 21.1875 8.171875 \n",
       "Q 24.65625 6 28.46875 6 \n",
       "Q 34.03125 6 38.03125 10.484375 \n",
       "Q 42.046875 14.984375 42.046875 22.703125 \n",
       "Q 42.046875 30.125 38.078125 34.390625 \n",
       "Q 34.125 38.671875 28.125 38.671875 \n",
       "Q 22.171875 38.671875 18.015625 34.390625 \n",
       "Q 13.875 30.125 13.875 23.1875 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-54 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_5&gt;&lt;g id=text_10&gt;&lt;g style=fill:#262626; transform=&quot;translate(30.245312 137.497263)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-56 d=&quot;M 17.671875 38.8125 \n",
       "Q 12.203125 40.828125 9.5625 44.53125 \n",
       "Q 6.9375 48.25 6.9375 53.421875 \n",
       "Q 6.9375 61.234375 12.546875 66.546875 \n",
       "Q 18.171875 71.875 27.484375 71.875 \n",
       "Q 36.859375 71.875 42.578125 66.421875 \n",
       "Q 48.296875 60.984375 48.296875 53.171875 \n",
       "Q 48.296875 48.1875 45.671875 44.5 \n",
       "Q 43.0625 40.828125 37.75 38.8125 \n",
       "Q 44.34375 36.671875 47.78125 31.875 \n",
       "Q 51.21875 27.09375 51.21875 20.453125 \n",
       "Q 51.21875 11.28125 44.71875 5.03125 \n",
       "Q 38.234375 -1.21875 27.640625 -1.21875 \n",
       "Q 17.046875 -1.21875 10.546875 5.046875 \n",
       "Q 4.046875 11.328125 4.046875 20.703125 \n",
       "Q 4.046875 27.6875 7.59375 32.390625 \n",
       "Q 11.140625 37.109375 17.671875 38.8125 \n",
       "z\n",
       "M 15.921875 53.71875 \n",
       "Q 15.921875 48.640625 19.1875 45.40625 \n",
       "Q 22.46875 42.1875 27.6875 42.1875 \n",
       "Q 32.765625 42.1875 36.015625 45.375 \n",
       "Q 39.265625 48.578125 39.265625 53.21875 \n",
       "Q 39.265625 58.0625 35.90625 61.359375 \n",
       "Q 32.5625 64.65625 27.59375 64.65625 \n",
       "Q 22.5625 64.65625 19.234375 61.421875 \n",
       "Q 15.921875 58.203125 15.921875 53.71875 \n",
       "z\n",
       "M 13.09375 20.65625 \n",
       "Q 13.09375 16.890625 14.875 13.375 \n",
       "Q 16.65625 9.859375 20.171875 7.921875 \n",
       "Q 23.6875 6 27.734375 6 \n",
       "Q 34.03125 6 38.125 10.046875 \n",
       "Q 42.234375 14.109375 42.234375 20.359375 \n",
       "Q 42.234375 26.703125 38.015625 30.859375 \n",
       "Q 33.796875 35.015625 27.4375 35.015625 \n",
       "Q 21.234375 35.015625 17.15625 30.90625 \n",
       "Q 13.09375 26.8125 13.09375 20.65625 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-56 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_6&gt;&lt;g id=text_11&gt;&lt;g style=fill:#262626; transform=&quot;translate(24.684375 108.831755)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;use x=278.076172 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_7&gt;&lt;g id=text_12&gt;&lt;g style=fill:#262626; transform=&quot;translate(24.684375 80.166247)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-50 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;use x=278.076172 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_8&gt;&lt;g id=text_13&gt;&lt;g style=fill:#262626; transform=&quot;translate(24.684375 51.500739)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-52 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;use x=278.076172 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_9&gt;&lt;g id=text_14&gt;&lt;g style=fill:#262626; transform=&quot;translate(24.684375 22.835231)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-54 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;use x=278.076172 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=text_15&gt;&lt;g style=fill:#262626; transform=&quot;translate(18.369219 155.673397)rotate(-90)scale(0.11 -0.11)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-70 d=&quot;M 8.203125 0 \n",
       "L 8.203125 71.578125 \n",
       "L 56.5 71.578125 \n",
       "L 56.5 63.140625 \n",
       "L 17.671875 63.140625 \n",
       "L 17.671875 40.96875 \n",
       "L 51.265625 40.96875 \n",
       "L 51.265625 32.515625 \n",
       "L 17.671875 32.515625 \n",
       "L 17.671875 0 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-114 d=&quot;M 6.5 0 \n",
       "L 6.5 51.859375 \n",
       "L 14.40625 51.859375 \n",
       "L 14.40625 44 \n",
       "Q 17.4375 49.515625 20 51.265625 \n",
       "Q 22.5625 53.03125 25.640625 53.03125 \n",
       "Q 30.078125 53.03125 34.671875 50.203125 \n",
       "L 31.640625 42.046875 \n",
       "Q 28.421875 43.953125 25.203125 43.953125 \n",
       "Q 22.3125 43.953125 20.015625 42.21875 \n",
       "Q 17.71875 40.484375 16.75 37.40625 \n",
       "Q 15.28125 32.71875 15.28125 27.15625 \n",
       "L 15.28125 0 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-101 d=&quot;M 42.09375 16.703125 \n",
       "L 51.171875 15.578125 \n",
       "Q 49.03125 7.625 43.21875 3.21875 \n",
       "Q 37.40625 -1.171875 28.375 -1.171875 \n",
       "Q 17 -1.171875 10.328125 5.828125 \n",
       "Q 3.65625 12.84375 3.65625 25.484375 \n",
       "Q 3.65625 38.578125 10.390625 45.796875 \n",
       "Q 17.140625 53.03125 27.875 53.03125 \n",
       "Q 38.28125 53.03125 44.875 45.953125 \n",
       "Q 51.46875 38.875 51.46875 26.03125 \n",
       "Q 51.46875 25.25 51.421875 23.6875 \n",
       "L 12.75 23.6875 \n",
       "Q 13.234375 15.140625 17.578125 10.59375 \n",
       "Q 21.921875 6.0625 28.421875 6.0625 \n",
       "Q 33.25 6.0625 36.671875 8.59375 \n",
       "Q 40.09375 11.140625 42.09375 16.703125 \n",
       "z\n",
       "M 13.234375 30.90625 \n",
       "L 42.1875 30.90625 \n",
       "Q 41.609375 37.453125 38.875 40.71875 \n",
       "Q 34.671875 45.796875 27.984375 45.796875 \n",
       "Q 21.921875 45.796875 17.796875 41.75 \n",
       "Q 13.671875 37.703125 13.234375 30.90625 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-113 d=&quot;M 39.65625 -19.875 \n",
       "L 39.65625 5.515625 \n",
       "Q 37.59375 2.640625 33.90625 0.734375 \n",
       "Q 30.21875 -1.171875 26.078125 -1.171875 \n",
       "Q 16.84375 -1.171875 10.171875 6.203125 \n",
       "Q 3.515625 13.578125 3.515625 26.421875 \n",
       "Q 3.515625 34.234375 6.21875 40.421875 \n",
       "Q 8.9375 46.625 14.078125 49.828125 \n",
       "Q 19.234375 53.03125 25.390625 53.03125 \n",
       "Q 35.015625 53.03125 40.53125 44.921875 \n",
       "L 40.53125 51.859375 \n",
       "L 48.4375 51.859375 \n",
       "L 48.4375 -19.875 \n",
       "z\n",
       "M 12.546875 26.078125 \n",
       "Q 12.546875 16.0625 16.75 11.0625 \n",
       "Q 20.953125 6.0625 26.8125 6.0625 \n",
       "Q 32.421875 6.0625 36.46875 10.8125 \n",
       "Q 40.53125 15.578125 40.53125 25.296875 \n",
       "Q 40.53125 35.640625 36.25 40.859375 \n",
       "Q 31.984375 46.09375 26.21875 46.09375 \n",
       "Q 20.515625 46.09375 16.53125 41.234375 \n",
       "Q 12.546875 36.375 12.546875 26.078125 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-117 d=&quot;M 40.578125 0 \n",
       "L 40.578125 7.625 \n",
       "Q 34.515625 -1.171875 24.125 -1.171875 \n",
       "Q 19.53125 -1.171875 15.546875 0.578125 \n",
       "Q 11.578125 2.34375 9.640625 5 \n",
       "Q 7.71875 7.671875 6.9375 11.53125 \n",
       "Q 6.390625 14.109375 6.390625 19.734375 \n",
       "L 6.390625 51.859375 \n",
       "L 15.1875 51.859375 \n",
       "L 15.1875 23.09375 \n",
       "Q 15.1875 16.21875 15.71875 13.8125 \n",
       "Q 16.546875 10.359375 19.234375 8.375 \n",
       "Q 21.921875 6.390625 25.875 6.390625 \n",
       "Q 29.828125 6.390625 33.296875 8.421875 \n",
       "Q 36.765625 10.453125 38.203125 13.9375 \n",
       "Q 39.65625 17.4375 39.65625 24.078125 \n",
       "L 39.65625 51.859375 \n",
       "L 48.4375 51.859375 \n",
       "L 48.4375 0 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-110 d=&quot;M 6.59375 0 \n",
       "L 6.59375 51.859375 \n",
       "L 14.5 51.859375 \n",
       "L 14.5 44.484375 \n",
       "Q 20.21875 53.03125 31 53.03125 \n",
       "Q 35.6875 53.03125 39.625 51.34375 \n",
       "Q 43.5625 49.65625 45.515625 46.921875 \n",
       "Q 47.46875 44.1875 48.25 40.4375 \n",
       "Q 48.734375 37.984375 48.734375 31.890625 \n",
       "L 48.734375 0 \n",
       "L 39.9375 0 \n",
       "L 39.9375 31.546875 \n",
       "Q 39.9375 36.921875 38.90625 39.578125 \n",
       "Q 37.890625 42.234375 35.28125 43.8125 \n",
       "Q 32.671875 45.40625 29.15625 45.40625 \n",
       "Q 23.53125 45.40625 19.453125 41.84375 \n",
       "Q 15.375 38.28125 15.375 28.328125 \n",
       "L 15.375 0 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-99 d=&quot;M 40.4375 19 \n",
       "L 49.078125 17.875 \n",
       "Q 47.65625 8.9375 41.8125 3.875 \n",
       "Q 35.984375 -1.171875 27.484375 -1.171875 \n",
       "Q 16.84375 -1.171875 10.375 5.78125 \n",
       "Q 3.90625 12.75 3.90625 25.734375 \n",
       "Q 3.90625 34.125 6.6875 40.421875 \n",
       "Q 9.46875 46.734375 15.15625 49.875 \n",
       "Q 20.84375 53.03125 27.546875 53.03125 \n",
       "Q 35.984375 53.03125 41.359375 48.75 \n",
       "Q 46.734375 44.484375 48.25 36.625 \n",
       "L 39.703125 35.296875 \n",
       "Q 38.484375 40.53125 35.375 43.15625 \n",
       "Q 32.28125 45.796875 27.875 45.796875 \n",
       "Q 21.234375 45.796875 17.078125 41.03125 \n",
       "Q 12.9375 36.28125 12.9375 25.984375 \n",
       "Q 12.9375 15.53125 16.9375 10.796875 \n",
       "Q 20.953125 6.0625 27.390625 6.0625 \n",
       "Q 32.5625 6.0625 36.03125 9.234375 \n",
       "Q 39.5 12.40625 40.4375 19 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-121 d=&quot;M 6.203125 -19.96875 \n",
       "L 5.21875 -11.71875 \n",
       "Q 8.109375 -12.5 10.25 -12.5 \n",
       "Q 13.1875 -12.5 14.9375 -11.515625 \n",
       "Q 16.703125 -10.546875 17.828125 -8.796875 \n",
       "Q 18.65625 -7.46875 20.515625 -2.25 \n",
       "Q 20.75 -1.515625 21.296875 -0.09375 \n",
       "L 1.609375 51.859375 \n",
       "L 11.078125 51.859375 \n",
       "L 21.875 21.828125 \n",
       "Q 23.96875 16.109375 25.640625 9.8125 \n",
       "Q 27.15625 15.875 29.25 21.625 \n",
       "L 40.328125 51.859375 \n",
       "L 49.125 51.859375 \n",
       "L 29.390625 -0.875 \n",
       "Q 26.21875 -9.421875 24.46875 -12.640625 \n",
       "Q 22.125 -17 19.09375 -19.015625 \n",
       "Q 16.0625 -21.046875 11.859375 -21.046875 \n",
       "Q 9.328125 -21.046875 6.203125 -19.96875 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-70 /&gt;&lt;use x=61.083984 xlink:href=#ArialMT-114 /&gt;&lt;use x=94.384766 xlink:href=#ArialMT-101 /&gt;&lt;use x=150 xlink:href=#ArialMT-113 /&gt;&lt;use x=205.615234 xlink:href=#ArialMT-117 /&gt;&lt;use x=261.230469 xlink:href=#ArialMT-101 /&gt;&lt;use x=316.845703 xlink:href=#ArialMT-110 /&gt;&lt;use x=372.460938 xlink:href=#ArialMT-99 /&gt;&lt;use x=422.460938 xlink:href=#ArialMT-121 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=patch_3&gt;&lt;path clip-path=url(#pfc2938598f) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 84.579545 248.580389 \n",
       "L 116.638636 248.580389 \n",
       "L 116.638636 22.122876 \n",
       "L 84.579545 22.122876 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_4&gt;&lt;path clip-path=url(#pfc2938598f) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 116.638636 248.580389 \n",
       "L 148.697727 248.580389 \n",
       "L 148.697727 248.580389 \n",
       "L 116.638636 248.580389 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_5&gt;&lt;path clip-path=url(#pfc2938598f) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 148.697727 248.580389 \n",
       "L 180.756818 248.580389 \n",
       "L 180.756818 248.580389 \n",
       "L 148.697727 248.580389 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_6&gt;&lt;path clip-path=url(#pfc2938598f) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 180.756818 248.580389 \n",
       "L 212.815909 248.580389 \n",
       "L 212.815909 248.580389 \n",
       "L 180.756818 248.580389 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_7&gt;&lt;path clip-path=url(#pfc2938598f) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 212.815909 248.580389 \n",
       "L 244.875 248.580389 \n",
       "L 244.875 191.96601 \n",
       "L 212.815909 191.96601 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_8&gt;&lt;path clip-path=url(#pfc2938598f) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 244.875 248.580389 \n",
       "L 276.934091 248.580389 \n",
       "L 276.934091 135.351632 \n",
       "L 244.875 135.351632 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_9&gt;&lt;path clip-path=url(#pfc2938598f) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 276.934091 248.580389 \n",
       "L 308.993182 248.580389 \n",
       "L 308.993182 248.580389 \n",
       "L 276.934091 248.580389 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_10&gt;&lt;path clip-path=url(#pfc2938598f) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 308.993182 248.580389 \n",
       "L 341.052273 248.580389 \n",
       "L 341.052273 248.580389 \n",
       "L 308.993182 248.580389 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_11&gt;&lt;path clip-path=url(#pfc2938598f) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 341.052273 248.580389 \n",
       "L 373.111364 248.580389 \n",
       "L 373.111364 248.580389 \n",
       "L 341.052273 248.580389 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_12&gt;&lt;path clip-path=url(#pfc2938598f) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 373.111364 248.580389 \n",
       "L 405.170455 248.580389 \n",
       "L 405.170455 78.737254 \n",
       "L 373.111364 78.737254 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_13&gt;&lt;path style=fill:none; d=&quot;M 68.55 248.580389 \n",
       "L 68.55 10.8 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_14&gt;&lt;path style=fill:none; d=&quot;M 421.2 248.580389 \n",
       "L 421.2 10.8 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_15&gt;&lt;path style=fill:none; d=&quot;M 68.55 248.580389 \n",
       "L 421.2 248.580389 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_16&gt;&lt;path style=fill:none; d=&quot;M 68.55 10.8 \n",
       "L 421.2 10.8 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;defs&gt;&lt;clippath id=pfc2938598f&gt;&lt;rect height=237.780389 width=352.65 x=68.55 y=10.8 /&gt;&lt;/clippath&gt;&lt;/defs&gt;&lt;/svg&gt;&lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with fixed size bins&lt;/strong&gt; (bins=10) &lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-5767284144252353001bottom--5767284144252353001common_values&gt;&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=331&gt;331&lt;/td&gt;&lt;td&gt;39500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 10.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=332&gt;332&lt;/td&gt;&lt;td&gt;39500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 10.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=333&gt;333&lt;/td&gt;&lt;td&gt;39500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 10.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=111&gt;111&lt;/td&gt;&lt;td&gt;39500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 10.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=112&gt;112&lt;/td&gt;&lt;td&gt;39500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 10.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=113&gt;113&lt;/td&gt;&lt;td&gt;39500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 10.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=114&gt;114&lt;/td&gt;&lt;td&gt;39500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 10.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=221&gt;221&lt;/td&gt;&lt;td&gt;39500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 10.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=222&gt;222&lt;/td&gt;&lt;td&gt;39500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 10.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=223&gt;223&lt;/td&gt;&lt;td&gt;39500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 10.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-5767284144252353001bottom--5767284144252353001extreme_values&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-tabs&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#-5767284144252353001extreme_values--5767284144252353001firstn aria-controls=-5767284144252353001extreme_values--5767284144252353001firstn role=tab data-toggle=tab&gt;Minimum 5 values&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-5767284144252353001extreme_values--5767284144252353001lastn aria-controls=-5767284144252353001extreme_values--5767284144252353001lastn role=tab data-toggle=tab&gt;Maximum 5 values&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=-5767284144252353001extreme_values--5767284144252353001firstn&gt;&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=111&gt;111&lt;/td&gt;&lt;td&gt;39500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 10.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=112&gt;112&lt;/td&gt;&lt;td&gt;39500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 10.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=113&gt;113&lt;/td&gt;&lt;td&gt;39500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 10.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=114&gt;114&lt;/td&gt;&lt;td&gt;39500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 10.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=221&gt;221&lt;/td&gt;&lt;td&gt;39500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 10.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-5767284144252353001extreme_values--5767284144252353001lastn&gt;&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=333&gt;333&lt;/td&gt;&lt;td&gt;39500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 10.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=332&gt;332&lt;/td&gt;&lt;td&gt;39500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 10.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=331&gt;331&lt;/td&gt;&lt;td&gt;39500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 10.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=223&gt;223&lt;/td&gt;&lt;td&gt;39500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 10.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=222&gt;222&lt;/td&gt;&lt;td&gt;39500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 10.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=pp_var_6805621079992122171&gt;&lt;/a&gt;&lt;div class=variable&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4 title=state&gt;&lt;a href=#pp_var_6805621079992122171&gt;state&lt;/a&gt;&lt;br&gt;&lt;small&gt;Categorical&lt;/small&gt;&lt;/p&gt;&lt;p class=variable-description&gt;&lt;/p&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Distinct&lt;/th&gt;&lt;td&gt;3&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct (%)&lt;/th&gt;&lt;td&gt;&lt; 0.1%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Memory size&lt;/th&gt;&lt;td&gt;6.0 MiB&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-6&gt;&lt;div class=&quot;col-sm- collapse in&quot; id=minifreqtable&gt;&lt;table class=&quot;mini freq&quot;&gt;&lt;tr class&gt;&lt;th width=50%&gt; Maharashtra &lt;/th&gt;&lt;td width=50%&gt;&lt;div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500&gt; 158000&amp;nbsp; &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=50%&gt; Kerala &lt;/th&gt;&lt;td width=50%&gt;&lt;div class=bar style=width:75.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500&gt; 118500&amp;nbsp; &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=50%&gt; Telangana &lt;/th&gt;&lt;td width=50%&gt;&lt;div class=bar style=width:75.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500&gt; 118500&amp;nbsp; &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;col-sm-12 text-right&quot;&gt;&lt;button class=&quot;btn btn-default btn-sm&quot; data-toggle=collapse data-target=&quot;#bottom-6805621079992122171, #minifreqtable6805621079992122171&quot; aria-expanded=true aria-controls=collapseExample&gt;Toggle details&lt;/button&gt;&lt;/div&gt;&lt;div id=bottom-6805621079992122171 class=collapse&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-tabs&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#6805621079992122171bottom-6805621079992122171overview aria-controls=6805621079992122171bottom-6805621079992122171overview role=tab data-toggle=tab&gt;Overview&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#6805621079992122171bottom-6805621079992122171string aria-controls=6805621079992122171bottom-6805621079992122171string role=tab data-toggle=tab&gt;Categories&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=6805621079992122171bottom-6805621079992122171overview&gt;&lt;div class=row&gt;&lt;div class=col-sm-6&gt;&lt;p class=h4&gt;Unique&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Unique&lt;/th&gt;&lt;td&gt;0 &lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;The number of unique values (all values that occur exactly once in the dataset).&quot;&gt;?&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Unique (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-6&gt;&lt;p class=h4&gt;Sample&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;1st row&lt;/th&gt;&lt;td&gt;Maharashtra&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;2nd row&lt;/th&gt;&lt;td&gt;Maharashtra&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;3rd row&lt;/th&gt;&lt;td&gt;Maharashtra&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;4th row&lt;/th&gt;&lt;td&gt;Maharashtra&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;5th row&lt;/th&gt;&lt;td&gt;Maharashtra&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=6805621079992122171bottom-6805621079992122171string&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=Maharashtra&gt;Maharashtra&lt;/td&gt;&lt;td&gt;158000&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 40.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=Kerala&gt;Kerala&lt;/td&gt;&lt;td&gt;118500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:75.0%&gt; 30.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=Telangana&gt;Telangana&lt;/td&gt;&lt;td&gt;118500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:75.0%&gt; 30.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=pp_var_3285917049784970809&gt;&lt;/a&gt;&lt;div class=variable&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4 title=sales&gt;&lt;a href=#pp_var_3285917049784970809&gt;sales&lt;/a&gt;&lt;br&gt;&lt;small&gt;Real number (&amp;Ropf;&lt;sub&gt;&amp;ge;0&lt;/sub&gt;)&lt;/small&gt;&lt;/p&gt;&lt;code&gt;ZEROS&lt;/code&gt;&lt;br&gt;&lt;p class=variable-description&gt;&lt;/p&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Distinct&lt;/th&gt;&lt;td&gt;126&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct (%)&lt;/th&gt;&lt;td&gt;&lt; 0.1%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Infinite&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Infinite (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Mean&lt;/th&gt;&lt;td&gt;1.228918987&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Minimum&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Maximum&lt;/th&gt;&lt;td&gt;293&lt;/td&gt;&lt;/tr&gt;&lt;tr class=alert&gt;&lt;th&gt;Zeros&lt;/th&gt;&lt;td&gt;246622&lt;/td&gt;&lt;/tr&gt;&lt;tr class=alert&gt;&lt;th&gt;Zeros (%)&lt;/th&gt;&lt;td&gt;62.4%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Memory size&lt;/th&gt;&lt;td&gt;6.0 MiB&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;?xml version=&quot;1.0&quot; encoding=&quot;utf-8&quot; standalone=&quot;no&quot;?&gt;&lt;!DOCTYPE svg class=&quot;img-responsive center-img&quot;PUBLIC &quot;-//W3C//DTD SVG 1.1//EN&quot;\n",
       "  &quot;http:https://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd&quot;&gt;&lt;svg class=&quot;img-responsive center-img&quot; height=162pt version=1.1 viewbox=&quot;0 0 216 162&quot; width=216pt xmlns=http:https://www.w3.org/2000/svg xmlns:xlink=http:https://www.w3.org/1999/xlink&gt;&lt;metadata&gt;&lt;rdf:rdf xmlns:cc=http:https://creativecommons.org/ns# xmlns:dc=http:https://purl.org/dc/elements/1.1/ xmlns:rdf=http:https://www.w3.org/1999/02/22-rdf-syntax-ns#&gt;&lt;cc:work&gt;&lt;dc:type rdf:resource=http:https://purl.org/dc/dcmitype/StillImage /&gt;&lt;dc:date&gt;2021-03-20T18:19:24.999362&lt;/dc:date&gt;&lt;dc:format&gt;image/svg+xml&lt;/dc:format&gt;&lt;dc:creator&gt;&lt;cc:agent&gt;&lt;dc:title&gt;Matplotlib v3.3.2, https://matplotlib.org/&lt;/dc:title&gt;&lt;/cc:agent&gt;&lt;/dc:creator&gt;&lt;/cc:work&gt;&lt;/rdf:rdf&gt;&lt;/metadata&gt;&lt;defs&gt;&lt;style type=text/css&gt;*{stroke-linecap:butt;stroke-linejoin:round;}&lt;/style&gt;&lt;/defs&gt;&lt;g id=figure_1&gt;&lt;g id=patch_1&gt;&lt;path style=fill:#ffffff; d=&quot;M 0 162 \n",
       "L 216 162 \n",
       "L 216 0 \n",
       "L 0 0 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=axes_1&gt;&lt;g id=patch_2&gt;&lt;path style=fill:#ffffff; d=&quot;M 10.8 126.911418 \n",
       "L 202.279057 126.911418 \n",
       "L 202.279057 10.8 \n",
       "L 10.8 10.8 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=matplotlib.axis_1&gt;&lt;g id=xtick_1&gt;&lt;g id=text_1&gt;&lt;g style=fill:#262626; transform=&quot;translate(19.393108 144.606229)rotate(-45)scale(0.08 -0.08)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-48 d=&quot;M 4.15625 35.296875 \n",
       "Q 4.15625 48 6.765625 55.734375 \n",
       "Q 9.375 63.484375 14.515625 67.671875 \n",
       "Q 19.671875 71.875 27.484375 71.875 \n",
       "Q 33.25 71.875 37.59375 69.546875 \n",
       "Q 41.9375 67.234375 44.765625 62.859375 \n",
       "Q 47.609375 58.5 49.21875 52.21875 \n",
       "Q 50.828125 45.953125 50.828125 35.296875 \n",
       "Q 50.828125 22.703125 48.234375 14.96875 \n",
       "Q 45.65625 7.234375 40.5 3 \n",
       "Q 35.359375 -1.21875 27.484375 -1.21875 \n",
       "Q 17.140625 -1.21875 11.234375 6.203125 \n",
       "Q 4.15625 15.140625 4.15625 35.296875 \n",
       "z\n",
       "M 13.1875 35.296875 \n",
       "Q 13.1875 17.671875 17.3125 11.828125 \n",
       "Q 21.4375 6 27.484375 6 \n",
       "Q 33.546875 6 37.671875 11.859375 \n",
       "Q 41.796875 17.71875 41.796875 35.296875 \n",
       "Q 41.796875 52.984375 37.671875 58.78125 \n",
       "Q 33.546875 64.59375 27.390625 64.59375 \n",
       "Q 21.34375 64.59375 17.71875 59.46875 \n",
       "Q 13.1875 52.9375 13.1875 35.296875 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_2&gt;&lt;g id=text_2&gt;&lt;g style=fill:#262626; transform=&quot;translate(75.657561 150.897712)rotate(-45)scale(0.08 -0.08)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-49 d=&quot;M 37.25 0 \n",
       "L 28.46875 0 \n",
       "L 28.46875 56 \n",
       "Q 25.296875 52.984375 20.140625 49.953125 \n",
       "Q 14.984375 46.921875 10.890625 45.40625 \n",
       "L 10.890625 53.90625 \n",
       "Q 18.265625 57.375 23.78125 62.296875 \n",
       "Q 29.296875 67.234375 31.59375 71.875 \n",
       "L 37.25 71.875 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_3&gt;&lt;g id=text_3&gt;&lt;g style=fill:#262626; transform=&quot;translate(135.067756 150.897712)rotate(-45)scale(0.08 -0.08)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-50 d=&quot;M 50.34375 8.453125 \n",
       "L 50.34375 0 \n",
       "L 3.03125 0 \n",
       "Q 2.9375 3.171875 4.046875 6.109375 \n",
       "Q 5.859375 10.9375 9.828125 15.625 \n",
       "Q 13.8125 20.3125 21.34375 26.46875 \n",
       "Q 33.015625 36.03125 37.109375 41.625 \n",
       "Q 41.21875 47.21875 41.21875 52.203125 \n",
       "Q 41.21875 57.421875 37.46875 61 \n",
       "Q 33.734375 64.59375 27.734375 64.59375 \n",
       "Q 21.390625 64.59375 17.578125 60.78125 \n",
       "Q 13.765625 56.984375 13.71875 50.25 \n",
       "L 4.6875 51.171875 \n",
       "Q 5.609375 61.28125 11.65625 66.578125 \n",
       "Q 17.71875 71.875 27.9375 71.875 \n",
       "Q 38.234375 71.875 44.234375 66.15625 \n",
       "Q 50.25 60.453125 50.25 52 \n",
       "Q 50.25 47.703125 48.484375 43.546875 \n",
       "Q 46.734375 39.40625 42.65625 34.8125 \n",
       "Q 38.578125 30.21875 29.109375 22.21875 \n",
       "Q 21.1875 15.578125 18.9375 13.203125 \n",
       "Q 16.703125 10.84375 15.234375 8.453125 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-50 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_4&gt;&lt;g id=text_4&gt;&lt;g style=fill:#262626; transform=&quot;translate(194.47795 150.897712)rotate(-45)scale(0.08 -0.08)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-51 d=&quot;M 4.203125 18.890625 \n",
       "L 12.984375 20.0625 \n",
       "Q 14.5 12.59375 18.140625 9.296875 \n",
       "Q 21.78125 6 27 6 \n",
       "Q 33.203125 6 37.46875 10.296875 \n",
       "Q 41.75 14.59375 41.75 20.953125 \n",
       "Q 41.75 27 37.796875 30.921875 \n",
       "Q 33.84375 34.859375 27.734375 34.859375 \n",
       "Q 25.25 34.859375 21.53125 33.890625 \n",
       "L 22.515625 41.609375 \n",
       "Q 23.390625 41.5 23.921875 41.5 \n",
       "Q 29.546875 41.5 34.03125 44.421875 \n",
       "Q 38.53125 47.359375 38.53125 53.46875 \n",
       "Q 38.53125 58.296875 35.25 61.46875 \n",
       "Q 31.984375 64.65625 26.8125 64.65625 \n",
       "Q 21.6875 64.65625 18.265625 61.421875 \n",
       "Q 14.84375 58.203125 13.875 51.765625 \n",
       "L 5.078125 53.328125 \n",
       "Q 6.6875 62.15625 12.390625 67.015625 \n",
       "Q 18.109375 71.875 26.609375 71.875 \n",
       "Q 32.46875 71.875 37.390625 69.359375 \n",
       "Q 42.328125 66.84375 44.9375 62.5 \n",
       "Q 47.5625 58.15625 47.5625 53.265625 \n",
       "Q 47.5625 48.640625 45.0625 44.828125 \n",
       "Q 42.578125 41.015625 37.703125 38.765625 \n",
       "Q 44.046875 37.3125 47.5625 32.6875 \n",
       "Q 51.078125 28.078125 51.078125 21.140625 \n",
       "Q 51.078125 11.765625 44.234375 5.25 \n",
       "Q 37.40625 -1.265625 26.953125 -1.265625 \n",
       "Q 17.53125 -1.265625 11.296875 4.34375 \n",
       "Q 5.078125 9.96875 4.203125 18.890625 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-51 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=patch_3&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 19.503593 126.911418 \n",
       "L 22.985031 126.911418 \n",
       "L 22.985031 16.329115 \n",
       "L 19.503593 16.329115 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_4&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 22.985031 126.911418 \n",
       "L 26.466468 126.911418 \n",
       "L 26.466468 122.784491 \n",
       "L 22.985031 122.784491 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_5&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 26.466468 126.911418 \n",
       "L 29.947906 126.911418 \n",
       "L 29.947906 125.967076 \n",
       "L 26.466468 125.967076 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_6&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 29.947906 126.911418 \n",
       "L 33.429343 126.911418 \n",
       "L 33.429343 126.561563 \n",
       "L 29.947906 126.561563 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_7&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 33.429343 126.911418 \n",
       "L 36.91078 126.911418 \n",
       "L 36.91078 126.753143 \n",
       "L 33.429343 126.753143 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_8&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 36.91078 126.911418 \n",
       "L 40.392218 126.911418 \n",
       "L 40.392218 126.819459 \n",
       "L 36.91078 126.819459 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_9&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 40.392218 126.911418 \n",
       "L 43.873655 126.911418 \n",
       "L 43.873655 126.863965 \n",
       "L 40.392218 126.863965 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_10&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 43.873655 126.911418 \n",
       "L 47.355093 126.911418 \n",
       "L 47.355093 126.884891 \n",
       "L 43.873655 126.884891 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_11&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 47.355093 126.911418 \n",
       "L 50.83653 126.911418 \n",
       "L 50.83653 126.889902 \n",
       "L 47.355093 126.889902 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_12&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 50.83653 126.911418 \n",
       "L 54.317967 126.911418 \n",
       "L 54.317967 126.895797 \n",
       "L 50.83653 126.895797 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_13&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 54.317967 126.911418 \n",
       "L 57.799405 126.911418 \n",
       "L 57.799405 126.899333 \n",
       "L 54.317967 126.899333 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_14&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 57.799405 126.911418 \n",
       "L 61.280842 126.911418 \n",
       "L 61.280842 126.900807 \n",
       "L 57.799405 126.900807 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_15&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 61.280842 126.911418 \n",
       "L 64.76228 126.911418 \n",
       "L 64.76228 126.903755 \n",
       "L 61.280842 126.903755 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_16&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 64.76228 126.911418 \n",
       "L 68.243717 126.911418 \n",
       "L 68.243717 126.904639 \n",
       "L 64.76228 126.904639 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_17&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 68.243717 126.911418 \n",
       "L 71.725154 126.911418 \n",
       "L 71.725154 126.907881 \n",
       "L 68.243717 126.907881 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_18&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 71.725154 126.911418 \n",
       "L 75.206592 126.911418 \n",
       "L 75.206592 126.908765 \n",
       "L 71.725154 126.908765 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_19&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 75.206592 126.911418 \n",
       "L 78.688029 126.911418 \n",
       "L 78.688029 126.908176 \n",
       "L 75.206592 126.908176 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_20&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 78.688029 126.911418 \n",
       "L 82.169467 126.911418 \n",
       "L 82.169467 126.90906 \n",
       "L 78.688029 126.90906 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_21&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 82.169467 126.911418 \n",
       "L 85.650904 126.911418 \n",
       "L 85.650904 126.909944 \n",
       "L 82.169467 126.909944 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_22&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 85.650904 126.911418 \n",
       "L 89.132341 126.911418 \n",
       "L 89.132341 126.910534 \n",
       "L 85.650904 126.910534 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_23&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 89.132341 126.911418 \n",
       "L 92.613779 126.911418 \n",
       "L 92.613779 126.910239 \n",
       "L 89.132341 126.910239 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_24&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 92.613779 126.911418 \n",
       "L 96.095216 126.911418 \n",
       "L 96.095216 126.910828 \n",
       "L 92.613779 126.910828 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_25&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 96.095216 126.911418 \n",
       "L 99.576654 126.911418 \n",
       "L 99.576654 126.911123 \n",
       "L 96.095216 126.911123 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_26&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 99.576654 126.911418 \n",
       "L 103.058091 126.911418 \n",
       "L 103.058091 126.911123 \n",
       "L 99.576654 126.911123 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_27&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 103.058091 126.911418 \n",
       "L 106.539528 126.911418 \n",
       "L 106.539528 126.911418 \n",
       "L 103.058091 126.911418 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_28&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 106.539528 126.911418 \n",
       "L 110.020966 126.911418 \n",
       "L 110.020966 126.911123 \n",
       "L 106.539528 126.911123 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_29&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 110.020966 126.911418 \n",
       "L 113.502403 126.911418 \n",
       "L 113.502403 126.910828 \n",
       "L 110.020966 126.910828 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_30&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 113.502403 126.911418 \n",
       "L 116.983841 126.911418 \n",
       "L 116.983841 126.911418 \n",
       "L 113.502403 126.911418 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_31&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 116.983841 126.911418 \n",
       "L 120.465278 126.911418 \n",
       "L 120.465278 126.911418 \n",
       "L 116.983841 126.911418 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_32&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 120.465278 126.911418 \n",
       "L 123.946715 126.911418 \n",
       "L 123.946715 126.910239 \n",
       "L 120.465278 126.910239 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_33&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 123.946715 126.911418 \n",
       "L 127.428153 126.911418 \n",
       "L 127.428153 126.911418 \n",
       "L 123.946715 126.911418 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_34&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 127.428153 126.911418 \n",
       "L 130.90959 126.911418 \n",
       "L 130.90959 126.911418 \n",
       "L 127.428153 126.911418 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_35&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 130.90959 126.911418 \n",
       "L 134.391028 126.911418 \n",
       "L 134.391028 126.911418 \n",
       "L 130.90959 126.911418 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_36&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 134.391028 126.911418 \n",
       "L 137.872465 126.911418 \n",
       "L 137.872465 126.911418 \n",
       "L 134.391028 126.911418 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_37&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 137.872465 126.911418 \n",
       "L 141.353902 126.911418 \n",
       "L 141.353902 126.911418 \n",
       "L 137.872465 126.911418 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_38&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 141.353902 126.911418 \n",
       "L 144.83534 126.911418 \n",
       "L 144.83534 126.911418 \n",
       "L 141.353902 126.911418 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_39&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 144.83534 126.911418 \n",
       "L 148.316777 126.911418 \n",
       "L 148.316777 126.911123 \n",
       "L 144.83534 126.911123 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_40&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 148.316777 126.911418 \n",
       "L 151.798214 126.911418 \n",
       "L 151.798214 126.911418 \n",
       "L 148.316777 126.911418 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_41&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 151.798214 126.911418 \n",
       "L 155.279652 126.911418 \n",
       "L 155.279652 126.911418 \n",
       "L 151.798214 126.911418 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_42&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 155.279652 126.911418 \n",
       "L 158.761089 126.911418 \n",
       "L 158.761089 126.911418 \n",
       "L 155.279652 126.911418 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_43&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 158.761089 126.911418 \n",
       "L 162.242527 126.911418 \n",
       "L 162.242527 126.911418 \n",
       "L 158.761089 126.911418 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_44&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 162.242527 126.911418 \n",
       "L 165.723964 126.911418 \n",
       "L 165.723964 126.910828 \n",
       "L 162.242527 126.910828 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_45&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 165.723964 126.911418 \n",
       "L 169.205401 126.911418 \n",
       "L 169.205401 126.911418 \n",
       "L 165.723964 126.911418 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_46&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 169.205401 126.911418 \n",
       "L 172.686839 126.911418 \n",
       "L 172.686839 126.911418 \n",
       "L 169.205401 126.911418 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_47&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 172.686839 126.911418 \n",
       "L 176.168276 126.911418 \n",
       "L 176.168276 126.911418 \n",
       "L 172.686839 126.911418 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_48&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 176.168276 126.911418 \n",
       "L 179.649714 126.911418 \n",
       "L 179.649714 126.911418 \n",
       "L 176.168276 126.911418 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_49&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 179.649714 126.911418 \n",
       "L 183.131151 126.911418 \n",
       "L 183.131151 126.911418 \n",
       "L 179.649714 126.911418 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_50&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 183.131151 126.911418 \n",
       "L 186.612588 126.911418 \n",
       "L 186.612588 126.911418 \n",
       "L 183.131151 126.911418 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_51&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 186.612588 126.911418 \n",
       "L 190.094026 126.911418 \n",
       "L 190.094026 126.911418 \n",
       "L 186.612588 126.911418 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_52&gt;&lt;path clip-path=url(#pa01b7523d1) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 190.094026 126.911418 \n",
       "L 193.575463 126.911418 \n",
       "L 193.575463 126.911123 \n",
       "L 190.094026 126.911123 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_53&gt;&lt;path style=fill:none; d=&quot;M 10.8 126.911418 \n",
       "L 10.8 10.8 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_54&gt;&lt;path style=fill:none; d=&quot;M 202.279057 126.911418 \n",
       "L 202.279057 10.8 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_55&gt;&lt;path style=fill:none; d=&quot;M 10.8 126.911418 \n",
       "L 202.279057 126.911418 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_56&gt;&lt;path style=fill:none; d=&quot;M 10.8 10.8 \n",
       "L 202.279057 10.8 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;defs&gt;&lt;clippath id=pa01b7523d1&gt;&lt;rect height=116.111418 width=191.479057 x=10.8 y=10.8 /&gt;&lt;/clippath&gt;&lt;/defs&gt;&lt;/svg&gt;&lt;/div&gt;&lt;div class=&quot;col-sm-12 text-right&quot;&gt;&lt;button class=&quot;btn btn-default btn-sm&quot; data-toggle=collapse data-target=&quot;#bottom-3285917049784970809, #minifreqtable3285917049784970809&quot; aria-expanded=true aria-controls=collapseExample&gt;Toggle details&lt;/button&gt;&lt;/div&gt;&lt;div id=bottom-3285917049784970809 class=collapse&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-tabs&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#3285917049784970809bottom-3285917049784970809statistics aria-controls=3285917049784970809bottom-3285917049784970809statistics role=tab data-toggle=tab&gt;Statistics&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#3285917049784970809bottom-3285917049784970809histogram aria-controls=3285917049784970809bottom-3285917049784970809histogram role=tab data-toggle=tab&gt;Histogram&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#3285917049784970809bottom-3285917049784970809common_values aria-controls=3285917049784970809bottom-3285917049784970809common_values role=tab data-toggle=tab&gt;Common values&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#3285917049784970809bottom-3285917049784970809extreme_values aria-controls=3285917049784970809bottom-3285917049784970809extreme_values role=tab data-toggle=tab&gt;Extreme values&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=3285917049784970809bottom-3285917049784970809statistics&gt;&lt;div class=col-sm-6&gt;&lt;p class=h4&gt;Quantile statistics&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Minimum&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;5-th percentile&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Q1&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;median&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Q3&lt;/th&gt;&lt;td&gt;1&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;95-th percentile&lt;/th&gt;&lt;td&gt;6&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Maximum&lt;/th&gt;&lt;td&gt;293&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Range&lt;/th&gt;&lt;td&gt;293&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Interquartile range (IQR)&lt;/th&gt;&lt;td&gt;1&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-6&gt;&lt;p class=h4&gt;Descriptive statistics&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Standard deviation&lt;/th&gt;&lt;td&gt;3.595266362&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Coefficient of variation (CV)&lt;/th&gt;&lt;td&gt;2.925551968&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Kurtosis&lt;/th&gt;&lt;td&gt;482.4124362&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Mean&lt;/th&gt;&lt;td&gt;1.228918987&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Median Absolute Deviation (MAD)&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Skewness&lt;/th&gt;&lt;td&gt;14.12088839&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Sum&lt;/th&gt;&lt;td&gt;485423&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Variance&lt;/th&gt;&lt;td&gt;12.92594021&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Monotocity&lt;/th&gt;&lt;td&gt;Not monotonic&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=3285917049784970809bottom-3285917049784970809histogram&gt;&lt;?xml version=&quot;1.0&quot; encoding=&quot;utf-8&quot; standalone=&quot;no&quot;?&gt;&lt;!DOCTYPE svg class=&quot;img-responsive center-img&quot;PUBLIC &quot;-//W3C//DTD SVG 1.1//EN&quot;\n",
       "  &quot;http:https://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd&quot;&gt;&lt;svg class=&quot;img-responsive center-img&quot; height=288pt version=1.1 viewbox=&quot;0 0 432 288&quot; width=432pt xmlns=http:https://www.w3.org/2000/svg xmlns:xlink=http:https://www.w3.org/1999/xlink&gt;&lt;metadata&gt;&lt;rdf:rdf xmlns:cc=http:https://creativecommons.org/ns# xmlns:dc=http:https://purl.org/dc/elements/1.1/ xmlns:rdf=http:https://www.w3.org/1999/02/22-rdf-syntax-ns#&gt;&lt;cc:work&gt;&lt;dc:type rdf:resource=http:https://purl.org/dc/dcmitype/StillImage /&gt;&lt;dc:date&gt;2021-03-20T18:19:25.186818&lt;/dc:date&gt;&lt;dc:format&gt;image/svg+xml&lt;/dc:format&gt;&lt;dc:creator&gt;&lt;cc:agent&gt;&lt;dc:title&gt;Matplotlib v3.3.2, https://matplotlib.org/&lt;/dc:title&gt;&lt;/cc:agent&gt;&lt;/dc:creator&gt;&lt;/cc:work&gt;&lt;/rdf:rdf&gt;&lt;/metadata&gt;&lt;defs&gt;&lt;style type=text/css&gt;*{stroke-linecap:butt;stroke-linejoin:round;}&lt;/style&gt;&lt;/defs&gt;&lt;g id=figure_1&gt;&lt;g id=patch_1&gt;&lt;path style=fill:#ffffff; d=&quot;M 0 288 \n",
       "L 432 288 \n",
       "L 432 0 \n",
       "L 0 0 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=axes_1&gt;&lt;g id=patch_2&gt;&lt;path style=fill:#ffffff; d=&quot;M 68.425 248.580389 \n",
       "L 420.08689 248.580389 \n",
       "L 420.08689 10.8 \n",
       "L 68.425 10.8 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=matplotlib.axis_1&gt;&lt;g id=xtick_1&gt;&lt;g id=text_1&gt;&lt;g style=fill:#262626; transform=&quot;translate(84.271525 268.073903)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-48 d=&quot;M 4.15625 35.296875 \n",
       "Q 4.15625 48 6.765625 55.734375 \n",
       "Q 9.375 63.484375 14.515625 67.671875 \n",
       "Q 19.671875 71.875 27.484375 71.875 \n",
       "Q 33.25 71.875 37.59375 69.546875 \n",
       "Q 41.9375 67.234375 44.765625 62.859375 \n",
       "Q 47.609375 58.5 49.21875 52.21875 \n",
       "Q 50.828125 45.953125 50.828125 35.296875 \n",
       "Q 50.828125 22.703125 48.234375 14.96875 \n",
       "Q 45.65625 7.234375 40.5 3 \n",
       "Q 35.359375 -1.21875 27.484375 -1.21875 \n",
       "Q 17.140625 -1.21875 11.234375 6.203125 \n",
       "Q 4.15625 15.140625 4.15625 35.296875 \n",
       "z\n",
       "M 13.1875 35.296875 \n",
       "Q 13.1875 17.671875 17.3125 11.828125 \n",
       "Q 21.4375 6 27.484375 6 \n",
       "Q 33.546875 6 37.671875 11.859375 \n",
       "Q 41.796875 17.71875 41.796875 35.296875 \n",
       "Q 41.796875 52.984375 37.671875 58.78125 \n",
       "Q 33.546875 64.59375 27.390625 64.59375 \n",
       "Q 21.34375 64.59375 17.71875 59.46875 \n",
       "Q 13.1875 52.9375 13.1875 35.296875 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_2&gt;&lt;g id=text_2&gt;&lt;g style=fill:#262626; transform=&quot;translate(136.860492 272.00608)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-53 d=&quot;M 4.15625 18.75 \n",
       "L 13.375 19.53125 \n",
       "Q 14.40625 12.796875 18.140625 9.390625 \n",
       "Q 21.875 6 27.15625 6 \n",
       "Q 33.5 6 37.890625 10.78125 \n",
       "Q 42.28125 15.578125 42.28125 23.484375 \n",
       "Q 42.28125 31 38.0625 35.34375 \n",
       "Q 33.84375 39.703125 27 39.703125 \n",
       "Q 22.75 39.703125 19.328125 37.765625 \n",
       "Q 15.921875 35.84375 13.96875 32.765625 \n",
       "L 5.71875 33.84375 \n",
       "L 12.640625 70.609375 \n",
       "L 48.25 70.609375 \n",
       "L 48.25 62.203125 \n",
       "L 19.671875 62.203125 \n",
       "L 15.828125 42.96875 \n",
       "Q 22.265625 47.46875 29.34375 47.46875 \n",
       "Q 38.71875 47.46875 45.15625 40.96875 \n",
       "Q 51.609375 34.46875 51.609375 24.265625 \n",
       "Q 51.609375 14.546875 45.953125 7.46875 \n",
       "Q 39.0625 -1.21875 27.15625 -1.21875 \n",
       "Q 17.390625 -1.21875 11.203125 4.25 \n",
       "Q 5.03125 9.71875 4.15625 18.75 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-53 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_3&gt;&lt;g id=text_3&gt;&lt;g style=fill:#262626; transform=&quot;translate(189.44946 275.938256)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-49 d=&quot;M 37.25 0 \n",
       "L 28.46875 0 \n",
       "L 28.46875 56 \n",
       "Q 25.296875 52.984375 20.140625 49.953125 \n",
       "Q 14.984375 46.921875 10.890625 45.40625 \n",
       "L 10.890625 53.90625 \n",
       "Q 18.265625 57.375 23.78125 62.296875 \n",
       "Q 29.296875 67.234375 31.59375 71.875 \n",
       "L 37.25 71.875 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_4&gt;&lt;g id=text_4&gt;&lt;g style=fill:#262626; transform=&quot;translate(244.004515 275.938256)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-53 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_5&gt;&lt;g id=text_5&gt;&lt;g style=fill:#262626; transform=&quot;translate(298.559571 275.938256)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-50 d=&quot;M 50.34375 8.453125 \n",
       "L 50.34375 0 \n",
       "L 3.03125 0 \n",
       "Q 2.9375 3.171875 4.046875 6.109375 \n",
       "Q 5.859375 10.9375 9.828125 15.625 \n",
       "Q 13.8125 20.3125 21.34375 26.46875 \n",
       "Q 33.015625 36.03125 37.109375 41.625 \n",
       "Q 41.21875 47.21875 41.21875 52.203125 \n",
       "Q 41.21875 57.421875 37.46875 61 \n",
       "Q 33.734375 64.59375 27.734375 64.59375 \n",
       "Q 21.390625 64.59375 17.578125 60.78125 \n",
       "Q 13.765625 56.984375 13.71875 50.25 \n",
       "L 4.6875 51.171875 \n",
       "Q 5.609375 61.28125 11.65625 66.578125 \n",
       "Q 17.71875 71.875 27.9375 71.875 \n",
       "Q 38.234375 71.875 44.234375 66.15625 \n",
       "Q 50.25 60.453125 50.25 52 \n",
       "Q 50.25 47.703125 48.484375 43.546875 \n",
       "Q 46.734375 39.40625 42.65625 34.8125 \n",
       "Q 38.578125 30.21875 29.109375 22.21875 \n",
       "Q 21.1875 15.578125 18.9375 13.203125 \n",
       "Q 16.703125 10.84375 15.234375 8.453125 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-50 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_6&gt;&lt;g id=text_6&gt;&lt;g style=fill:#262626; transform=&quot;translate(353.114627 275.938256)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-50 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-53 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_7&gt;&lt;g id=text_7&gt;&lt;g style=fill:#262626; transform=&quot;translate(407.669683 275.938256)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-51 d=&quot;M 4.203125 18.890625 \n",
       "L 12.984375 20.0625 \n",
       "Q 14.5 12.59375 18.140625 9.296875 \n",
       "Q 21.78125 6 27 6 \n",
       "Q 33.203125 6 37.46875 10.296875 \n",
       "Q 41.75 14.59375 41.75 20.953125 \n",
       "Q 41.75 27 37.796875 30.921875 \n",
       "Q 33.84375 34.859375 27.734375 34.859375 \n",
       "Q 25.25 34.859375 21.53125 33.890625 \n",
       "L 22.515625 41.609375 \n",
       "Q 23.390625 41.5 23.921875 41.5 \n",
       "Q 29.546875 41.5 34.03125 44.421875 \n",
       "Q 38.53125 47.359375 38.53125 53.46875 \n",
       "Q 38.53125 58.296875 35.25 61.46875 \n",
       "Q 31.984375 64.65625 26.8125 64.65625 \n",
       "Q 21.6875 64.65625 18.265625 61.421875 \n",
       "Q 14.84375 58.203125 13.875 51.765625 \n",
       "L 5.078125 53.328125 \n",
       "Q 6.6875 62.15625 12.390625 67.015625 \n",
       "Q 18.109375 71.875 26.609375 71.875 \n",
       "Q 32.46875 71.875 37.390625 69.359375 \n",
       "Q 42.328125 66.84375 44.9375 62.5 \n",
       "Q 47.5625 58.15625 47.5625 53.265625 \n",
       "Q 47.5625 48.640625 45.0625 44.828125 \n",
       "Q 42.578125 41.015625 37.703125 38.765625 \n",
       "Q 44.046875 37.3125 47.5625 32.6875 \n",
       "Q 51.078125 28.078125 51.078125 21.140625 \n",
       "Q 51.078125 11.765625 44.234375 5.25 \n",
       "Q 37.40625 -1.265625 26.953125 -1.265625 \n",
       "Q 17.53125 -1.265625 11.296875 4.34375 \n",
       "Q 5.078125 9.96875 4.203125 18.890625 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-51 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=matplotlib.axis_2&gt;&lt;g id=ytick_1&gt;&lt;g id=text_8&gt;&lt;g style=fill:#262626; transform=&quot;translate(52.364063 252.159295)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_2&gt;&lt;g id=text_9&gt;&lt;g style=fill:#262626; transform=&quot;translate(30.120313 221.98009)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-53 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_3&gt;&lt;g id=text_10&gt;&lt;g style=fill:#262626; transform=&quot;translate(24.559375 191.800885)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;use x=278.076172 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_4&gt;&lt;g id=text_11&gt;&lt;g style=fill:#262626; transform=&quot;translate(24.559375 161.621679)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-53 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;use x=278.076172 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_5&gt;&lt;g id=text_12&gt;&lt;g style=fill:#262626; transform=&quot;translate(24.559375 131.442474)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-50 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;use x=278.076172 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_6&gt;&lt;g id=text_13&gt;&lt;g style=fill:#262626; transform=&quot;translate(24.559375 101.263269)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-50 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-53 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;use x=278.076172 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_7&gt;&lt;g id=text_14&gt;&lt;g style=fill:#262626; transform=&quot;translate(24.559375 71.084064)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-51 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;use x=278.076172 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_8&gt;&lt;g id=text_15&gt;&lt;g style=fill:#262626; transform=&quot;translate(24.559375 40.904858)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-51 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-53 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;use x=278.076172 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=text_16&gt;&lt;g style=fill:#262626; transform=&quot;translate(18.244219 155.673397)rotate(-90)scale(0.11 -0.11)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-70 d=&quot;M 8.203125 0 \n",
       "L 8.203125 71.578125 \n",
       "L 56.5 71.578125 \n",
       "L 56.5 63.140625 \n",
       "L 17.671875 63.140625 \n",
       "L 17.671875 40.96875 \n",
       "L 51.265625 40.96875 \n",
       "L 51.265625 32.515625 \n",
       "L 17.671875 32.515625 \n",
       "L 17.671875 0 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-114 d=&quot;M 6.5 0 \n",
       "L 6.5 51.859375 \n",
       "L 14.40625 51.859375 \n",
       "L 14.40625 44 \n",
       "Q 17.4375 49.515625 20 51.265625 \n",
       "Q 22.5625 53.03125 25.640625 53.03125 \n",
       "Q 30.078125 53.03125 34.671875 50.203125 \n",
       "L 31.640625 42.046875 \n",
       "Q 28.421875 43.953125 25.203125 43.953125 \n",
       "Q 22.3125 43.953125 20.015625 42.21875 \n",
       "Q 17.71875 40.484375 16.75 37.40625 \n",
       "Q 15.28125 32.71875 15.28125 27.15625 \n",
       "L 15.28125 0 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-101 d=&quot;M 42.09375 16.703125 \n",
       "L 51.171875 15.578125 \n",
       "Q 49.03125 7.625 43.21875 3.21875 \n",
       "Q 37.40625 -1.171875 28.375 -1.171875 \n",
       "Q 17 -1.171875 10.328125 5.828125 \n",
       "Q 3.65625 12.84375 3.65625 25.484375 \n",
       "Q 3.65625 38.578125 10.390625 45.796875 \n",
       "Q 17.140625 53.03125 27.875 53.03125 \n",
       "Q 38.28125 53.03125 44.875 45.953125 \n",
       "Q 51.46875 38.875 51.46875 26.03125 \n",
       "Q 51.46875 25.25 51.421875 23.6875 \n",
       "L 12.75 23.6875 \n",
       "Q 13.234375 15.140625 17.578125 10.59375 \n",
       "Q 21.921875 6.0625 28.421875 6.0625 \n",
       "Q 33.25 6.0625 36.671875 8.59375 \n",
       "Q 40.09375 11.140625 42.09375 16.703125 \n",
       "z\n",
       "M 13.234375 30.90625 \n",
       "L 42.1875 30.90625 \n",
       "Q 41.609375 37.453125 38.875 40.71875 \n",
       "Q 34.671875 45.796875 27.984375 45.796875 \n",
       "Q 21.921875 45.796875 17.796875 41.75 \n",
       "Q 13.671875 37.703125 13.234375 30.90625 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-113 d=&quot;M 39.65625 -19.875 \n",
       "L 39.65625 5.515625 \n",
       "Q 37.59375 2.640625 33.90625 0.734375 \n",
       "Q 30.21875 -1.171875 26.078125 -1.171875 \n",
       "Q 16.84375 -1.171875 10.171875 6.203125 \n",
       "Q 3.515625 13.578125 3.515625 26.421875 \n",
       "Q 3.515625 34.234375 6.21875 40.421875 \n",
       "Q 8.9375 46.625 14.078125 49.828125 \n",
       "Q 19.234375 53.03125 25.390625 53.03125 \n",
       "Q 35.015625 53.03125 40.53125 44.921875 \n",
       "L 40.53125 51.859375 \n",
       "L 48.4375 51.859375 \n",
       "L 48.4375 -19.875 \n",
       "z\n",
       "M 12.546875 26.078125 \n",
       "Q 12.546875 16.0625 16.75 11.0625 \n",
       "Q 20.953125 6.0625 26.8125 6.0625 \n",
       "Q 32.421875 6.0625 36.46875 10.8125 \n",
       "Q 40.53125 15.578125 40.53125 25.296875 \n",
       "Q 40.53125 35.640625 36.25 40.859375 \n",
       "Q 31.984375 46.09375 26.21875 46.09375 \n",
       "Q 20.515625 46.09375 16.53125 41.234375 \n",
       "Q 12.546875 36.375 12.546875 26.078125 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-117 d=&quot;M 40.578125 0 \n",
       "L 40.578125 7.625 \n",
       "Q 34.515625 -1.171875 24.125 -1.171875 \n",
       "Q 19.53125 -1.171875 15.546875 0.578125 \n",
       "Q 11.578125 2.34375 9.640625 5 \n",
       "Q 7.71875 7.671875 6.9375 11.53125 \n",
       "Q 6.390625 14.109375 6.390625 19.734375 \n",
       "L 6.390625 51.859375 \n",
       "L 15.1875 51.859375 \n",
       "L 15.1875 23.09375 \n",
       "Q 15.1875 16.21875 15.71875 13.8125 \n",
       "Q 16.546875 10.359375 19.234375 8.375 \n",
       "Q 21.921875 6.390625 25.875 6.390625 \n",
       "Q 29.828125 6.390625 33.296875 8.421875 \n",
       "Q 36.765625 10.453125 38.203125 13.9375 \n",
       "Q 39.65625 17.4375 39.65625 24.078125 \n",
       "L 39.65625 51.859375 \n",
       "L 48.4375 51.859375 \n",
       "L 48.4375 0 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-110 d=&quot;M 6.59375 0 \n",
       "L 6.59375 51.859375 \n",
       "L 14.5 51.859375 \n",
       "L 14.5 44.484375 \n",
       "Q 20.21875 53.03125 31 53.03125 \n",
       "Q 35.6875 53.03125 39.625 51.34375 \n",
       "Q 43.5625 49.65625 45.515625 46.921875 \n",
       "Q 47.46875 44.1875 48.25 40.4375 \n",
       "Q 48.734375 37.984375 48.734375 31.890625 \n",
       "L 48.734375 0 \n",
       "L 39.9375 0 \n",
       "L 39.9375 31.546875 \n",
       "Q 39.9375 36.921875 38.90625 39.578125 \n",
       "Q 37.890625 42.234375 35.28125 43.8125 \n",
       "Q 32.671875 45.40625 29.15625 45.40625 \n",
       "Q 23.53125 45.40625 19.453125 41.84375 \n",
       "Q 15.375 38.28125 15.375 28.328125 \n",
       "L 15.375 0 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-99 d=&quot;M 40.4375 19 \n",
       "L 49.078125 17.875 \n",
       "Q 47.65625 8.9375 41.8125 3.875 \n",
       "Q 35.984375 -1.171875 27.484375 -1.171875 \n",
       "Q 16.84375 -1.171875 10.375 5.78125 \n",
       "Q 3.90625 12.75 3.90625 25.734375 \n",
       "Q 3.90625 34.125 6.6875 40.421875 \n",
       "Q 9.46875 46.734375 15.15625 49.875 \n",
       "Q 20.84375 53.03125 27.546875 53.03125 \n",
       "Q 35.984375 53.03125 41.359375 48.75 \n",
       "Q 46.734375 44.484375 48.25 36.625 \n",
       "L 39.703125 35.296875 \n",
       "Q 38.484375 40.53125 35.375 43.15625 \n",
       "Q 32.28125 45.796875 27.875 45.796875 \n",
       "Q 21.234375 45.796875 17.078125 41.03125 \n",
       "Q 12.9375 36.28125 12.9375 25.984375 \n",
       "Q 12.9375 15.53125 16.9375 10.796875 \n",
       "Q 20.953125 6.0625 27.390625 6.0625 \n",
       "Q 32.5625 6.0625 36.03125 9.234375 \n",
       "Q 39.5 12.40625 40.4375 19 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-121 d=&quot;M 6.203125 -19.96875 \n",
       "L 5.21875 -11.71875 \n",
       "Q 8.109375 -12.5 10.25 -12.5 \n",
       "Q 13.1875 -12.5 14.9375 -11.515625 \n",
       "Q 16.703125 -10.546875 17.828125 -8.796875 \n",
       "Q 18.65625 -7.46875 20.515625 -2.25 \n",
       "Q 20.75 -1.515625 21.296875 -0.09375 \n",
       "L 1.609375 51.859375 \n",
       "L 11.078125 51.859375 \n",
       "L 21.875 21.828125 \n",
       "Q 23.96875 16.109375 25.640625 9.8125 \n",
       "Q 27.15625 15.875 29.25 21.625 \n",
       "L 40.328125 51.859375 \n",
       "L 49.125 51.859375 \n",
       "L 29.390625 -0.875 \n",
       "Q 26.21875 -9.421875 24.46875 -12.640625 \n",
       "Q 22.125 -17 19.09375 -19.015625 \n",
       "Q 16.0625 -21.046875 11.859375 -21.046875 \n",
       "Q 9.328125 -21.046875 6.203125 -19.96875 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-70 /&gt;&lt;use x=61.083984 xlink:href=#ArialMT-114 /&gt;&lt;use x=94.384766 xlink:href=#ArialMT-101 /&gt;&lt;use x=150 xlink:href=#ArialMT-113 /&gt;&lt;use x=205.615234 xlink:href=#ArialMT-117 /&gt;&lt;use x=261.230469 xlink:href=#ArialMT-101 /&gt;&lt;use x=316.845703 xlink:href=#ArialMT-110 /&gt;&lt;use x=372.460938 xlink:href=#ArialMT-99 /&gt;&lt;use x=422.460938 xlink:href=#ArialMT-121 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=patch_3&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 84.409631 248.580389 \n",
       "L 90.803484 248.580389 \n",
       "L 90.803484 22.122876 \n",
       "L 84.409631 22.122876 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_4&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 90.803484 248.580389 \n",
       "L 97.197336 248.580389 \n",
       "L 97.197336 240.129004 \n",
       "L 90.803484 240.129004 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_5&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 97.197336 248.580389 \n",
       "L 103.591189 248.580389 \n",
       "L 103.591189 246.646505 \n",
       "L 97.197336 246.646505 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_6&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 103.591189 248.580389 \n",
       "L 109.985042 248.580389 \n",
       "L 109.985042 247.863934 \n",
       "L 103.591189 247.863934 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_7&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 109.985042 248.580389 \n",
       "L 116.378894 248.580389 \n",
       "L 116.378894 248.256264 \n",
       "L 109.985042 248.256264 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_8&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 116.378894 248.580389 \n",
       "L 122.772747 248.580389 \n",
       "L 122.772747 248.39207 \n",
       "L 116.378894 248.39207 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_9&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 122.772747 248.580389 \n",
       "L 129.166599 248.580389 \n",
       "L 129.166599 248.483212 \n",
       "L 122.772747 248.483212 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_10&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 129.166599 248.580389 \n",
       "L 135.560452 248.580389 \n",
       "L 135.560452 248.526066 \n",
       "L 129.166599 248.526066 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_11&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 135.560452 248.580389 \n",
       "L 141.954304 248.580389 \n",
       "L 141.954304 248.536327 \n",
       "L 135.560452 248.536327 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_12&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 141.954304 248.580389 \n",
       "L 148.348157 248.580389 \n",
       "L 148.348157 248.548399 \n",
       "L 141.954304 248.548399 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_13&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 148.348157 248.580389 \n",
       "L 154.742009 248.580389 \n",
       "L 154.742009 248.555642 \n",
       "L 148.348157 248.555642 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_14&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 154.742009 248.580389 \n",
       "L 161.135862 248.580389 \n",
       "L 161.135862 248.55866 \n",
       "L 154.742009 248.55866 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_15&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 161.135862 248.580389 \n",
       "L 167.529714 248.580389 \n",
       "L 167.529714 248.564696 \n",
       "L 161.135862 248.564696 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_16&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 167.529714 248.580389 \n",
       "L 173.923567 248.580389 \n",
       "L 173.923567 248.566506 \n",
       "L 167.529714 248.566506 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_17&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 173.923567 248.580389 \n",
       "L 180.31742 248.580389 \n",
       "L 180.31742 248.573146 \n",
       "L 173.923567 248.573146 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_18&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 180.31742 248.580389 \n",
       "L 186.711272 248.580389 \n",
       "L 186.711272 248.574956 \n",
       "L 180.31742 248.574956 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_19&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 186.711272 248.580389 \n",
       "L 193.105125 248.580389 \n",
       "L 193.105125 248.573749 \n",
       "L 186.711272 248.573749 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_20&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 193.105125 248.580389 \n",
       "L 199.498977 248.580389 \n",
       "L 199.498977 248.57556 \n",
       "L 193.105125 248.57556 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_21&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 199.498977 248.580389 \n",
       "L 205.89283 248.580389 \n",
       "L 205.89283 248.577371 \n",
       "L 199.498977 248.577371 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_22&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 205.89283 248.580389 \n",
       "L 212.286682 248.580389 \n",
       "L 212.286682 248.578578 \n",
       "L 205.89283 248.578578 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_23&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 212.286682 248.580389 \n",
       "L 218.680535 248.580389 \n",
       "L 218.680535 248.577974 \n",
       "L 212.286682 248.577974 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_24&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 218.680535 248.580389 \n",
       "L 225.074387 248.580389 \n",
       "L 225.074387 248.579182 \n",
       "L 218.680535 248.579182 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_25&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 225.074387 248.580389 \n",
       "L 231.46824 248.580389 \n",
       "L 231.46824 248.579785 \n",
       "L 225.074387 248.579785 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_26&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 231.46824 248.580389 \n",
       "L 237.862092 248.580389 \n",
       "L 237.862092 248.579785 \n",
       "L 231.46824 248.579785 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_27&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 237.862092 248.580389 \n",
       "L 244.255945 248.580389 \n",
       "L 244.255945 248.580389 \n",
       "L 237.862092 248.580389 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_28&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 244.255945 248.580389 \n",
       "L 250.649798 248.580389 \n",
       "L 250.649798 248.579785 \n",
       "L 244.255945 248.579785 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_29&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 250.649798 248.580389 \n",
       "L 257.04365 248.580389 \n",
       "L 257.04365 248.579182 \n",
       "L 250.649798 248.579182 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_30&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 257.04365 248.580389 \n",
       "L 263.437503 248.580389 \n",
       "L 263.437503 248.580389 \n",
       "L 257.04365 248.580389 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_31&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 263.437503 248.580389 \n",
       "L 269.831355 248.580389 \n",
       "L 269.831355 248.580389 \n",
       "L 263.437503 248.580389 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_32&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 269.831355 248.580389 \n",
       "L 276.225208 248.580389 \n",
       "L 276.225208 248.577974 \n",
       "L 269.831355 248.577974 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_33&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 276.225208 248.580389 \n",
       "L 282.61906 248.580389 \n",
       "L 282.61906 248.580389 \n",
       "L 276.225208 248.580389 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_34&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 282.61906 248.580389 \n",
       "L 289.012913 248.580389 \n",
       "L 289.012913 248.580389 \n",
       "L 282.61906 248.580389 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_35&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 289.012913 248.580389 \n",
       "L 295.406765 248.580389 \n",
       "L 295.406765 248.580389 \n",
       "L 289.012913 248.580389 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_36&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 295.406765 248.580389 \n",
       "L 301.800618 248.580389 \n",
       "L 301.800618 248.580389 \n",
       "L 295.406765 248.580389 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_37&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 301.800618 248.580389 \n",
       "L 308.19447 248.580389 \n",
       "L 308.19447 248.580389 \n",
       "L 301.800618 248.580389 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_38&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 308.19447 248.580389 \n",
       "L 314.588323 248.580389 \n",
       "L 314.588323 248.580389 \n",
       "L 308.19447 248.580389 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_39&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 314.588323 248.580389 \n",
       "L 320.982176 248.580389 \n",
       "L 320.982176 248.579785 \n",
       "L 314.588323 248.579785 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_40&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 320.982176 248.580389 \n",
       "L 327.376028 248.580389 \n",
       "L 327.376028 248.580389 \n",
       "L 320.982176 248.580389 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_41&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 327.376028 248.580389 \n",
       "L 333.769881 248.580389 \n",
       "L 333.769881 248.580389 \n",
       "L 327.376028 248.580389 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_42&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 333.769881 248.580389 \n",
       "L 340.163733 248.580389 \n",
       "L 340.163733 248.580389 \n",
       "L 333.769881 248.580389 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_43&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 340.163733 248.580389 \n",
       "L 346.557586 248.580389 \n",
       "L 346.557586 248.580389 \n",
       "L 340.163733 248.580389 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_44&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 346.557586 248.580389 \n",
       "L 352.951438 248.580389 \n",
       "L 352.951438 248.579182 \n",
       "L 346.557586 248.579182 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_45&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 352.951438 248.580389 \n",
       "L 359.345291 248.580389 \n",
       "L 359.345291 248.580389 \n",
       "L 352.951438 248.580389 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_46&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 359.345291 248.580389 \n",
       "L 365.739143 248.580389 \n",
       "L 365.739143 248.580389 \n",
       "L 359.345291 248.580389 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_47&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 365.739143 248.580389 \n",
       "L 372.132996 248.580389 \n",
       "L 372.132996 248.580389 \n",
       "L 365.739143 248.580389 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_48&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 372.132996 248.580389 \n",
       "L 378.526848 248.580389 \n",
       "L 378.526848 248.580389 \n",
       "L 372.132996 248.580389 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_49&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 378.526848 248.580389 \n",
       "L 384.920701 248.580389 \n",
       "L 384.920701 248.580389 \n",
       "L 378.526848 248.580389 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_50&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 384.920701 248.580389 \n",
       "L 391.314554 248.580389 \n",
       "L 391.314554 248.580389 \n",
       "L 384.920701 248.580389 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_51&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 391.314554 248.580389 \n",
       "L 397.708406 248.580389 \n",
       "L 397.708406 248.580389 \n",
       "L 391.314554 248.580389 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_52&gt;&lt;path clip-path=url(#peb84ac6801) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 397.708406 248.580389 \n",
       "L 404.102259 248.580389 \n",
       "L 404.102259 248.579785 \n",
       "L 397.708406 248.579785 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_53&gt;&lt;path style=fill:none; d=&quot;M 68.425 248.580389 \n",
       "L 68.425 10.8 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_54&gt;&lt;path style=fill:none; d=&quot;M 420.08689 248.580389 \n",
       "L 420.08689 10.8 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_55&gt;&lt;path style=fill:none; d=&quot;M 68.425 248.580389 \n",
       "L 420.08689 248.580389 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_56&gt;&lt;path style=fill:none; d=&quot;M 68.425 10.8 \n",
       "L 420.08689 10.8 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;defs&gt;&lt;clippath id=peb84ac6801&gt;&lt;rect height=237.780389 width=351.66189 x=68.425 y=10.8 /&gt;&lt;/clippath&gt;&lt;/defs&gt;&lt;/svg&gt;&lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with fixed size bins&lt;/strong&gt; (bins=50) &lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=3285917049784970809bottom-3285917049784970809common_values&gt;&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=0&gt;0&lt;/td&gt;&lt;td&gt;246622&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 62.4% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=1&gt;1&lt;/td&gt;&lt;td&gt;63068&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:25.6%&gt; &amp;nbsp; &lt;/div&gt; 16.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=2&gt;2&lt;/td&gt;&lt;td&gt;31179&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:12.6%&gt; &amp;nbsp; &lt;/div&gt; 7.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=3&gt;3&lt;/td&gt;&lt;td&gt;17115&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:6.9%&gt; &amp;nbsp; &lt;/div&gt; 4.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=4&gt;4&lt;/td&gt;&lt;td&gt;10575&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:4.3%&gt; &amp;nbsp; &lt;/div&gt; 2.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=5&gt;5&lt;/td&gt;&lt;td&gt;6629&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:2.7%&gt; &amp;nbsp; &lt;/div&gt; 1.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=6&gt;6&lt;/td&gt;&lt;td&gt;4500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.8%&gt; &amp;nbsp; &lt;/div&gt; 1.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=7&gt;7&lt;/td&gt;&lt;td&gt;3023&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.2%&gt; &amp;nbsp; &lt;/div&gt; 0.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=8&gt;8&lt;/td&gt;&lt;td&gt;2355&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.0%&gt; &amp;nbsp; &lt;/div&gt; 0.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=9&gt;9&lt;/td&gt;&lt;td&gt;1658&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.7%&gt; &amp;nbsp; &lt;/div&gt; 0.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (116)&quot;&gt;Other values (116)&lt;/td&gt;&lt;td&gt;8276&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:3.4%&gt; &amp;nbsp; &lt;/div&gt; 2.1% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=3285917049784970809bottom-3285917049784970809extreme_values&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-tabs&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#3285917049784970809extreme_values-3285917049784970809firstn aria-controls=3285917049784970809extreme_values-3285917049784970809firstn role=tab data-toggle=tab&gt;Minimum 5 values&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#3285917049784970809extreme_values-3285917049784970809lastn aria-controls=3285917049784970809extreme_values-3285917049784970809lastn role=tab data-toggle=tab&gt;Maximum 5 values&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=3285917049784970809extreme_values-3285917049784970809firstn&gt;&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=0&gt;0&lt;/td&gt;&lt;td&gt;246622&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 62.4% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=1&gt;1&lt;/td&gt;&lt;td&gt;63068&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:25.6%&gt; &amp;nbsp; &lt;/div&gt; 16.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=2&gt;2&lt;/td&gt;&lt;td&gt;31179&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:12.6%&gt; &amp;nbsp; &lt;/div&gt; 7.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=3&gt;3&lt;/td&gt;&lt;td&gt;17115&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:6.9%&gt; &amp;nbsp; &lt;/div&gt; 4.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=4&gt;4&lt;/td&gt;&lt;td&gt;10575&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:4.3%&gt; &amp;nbsp; &lt;/div&gt; 2.7% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=3285917049784970809extreme_values-3285917049784970809lastn&gt;&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=293&gt;293&lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt;&lt; 0.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=242&gt;242&lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt;&lt; 0.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=241&gt;241&lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt;&lt; 0.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=215&gt;215&lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt;&lt; 0.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=174&gt;174&lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt;&lt; 0.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=pp_var_-5843726052248896494&gt;&lt;/a&gt;&lt;div class=variable&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4 title=week_id&gt;&lt;a href=#pp_var_-5843726052248896494&gt;week_id&lt;/a&gt;&lt;br&gt;&lt;small&gt;Real number (&amp;Ropf;&lt;sub&gt;&amp;ge;0&lt;/sub&gt;)&lt;/small&gt;&lt;/p&gt;&lt;p class=variable-description&gt;&lt;/p&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Distinct&lt;/th&gt;&lt;td&gt;113&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct (%)&lt;/th&gt;&lt;td&gt;&lt; 0.1%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Infinite&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Infinite (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Mean&lt;/th&gt;&lt;td&gt;105.0708861&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Minimum&lt;/th&gt;&lt;td&gt;49&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Maximum&lt;/th&gt;&lt;td&gt;161&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Zeros&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Zeros (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Memory size&lt;/th&gt;&lt;td&gt;6.0 MiB&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;?xml version=&quot;1.0&quot; encoding=&quot;utf-8&quot; standalone=&quot;no&quot;?&gt;&lt;!DOCTYPE svg class=&quot;img-responsive center-img&quot;PUBLIC &quot;-//W3C//DTD SVG 1.1//EN&quot;\n",
       "  &quot;http:https://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd&quot;&gt;&lt;svg class=&quot;img-responsive center-img&quot; height=162pt version=1.1 viewbox=&quot;0 0 216 162&quot; width=216pt xmlns=http:https://www.w3.org/2000/svg xmlns:xlink=http:https://www.w3.org/1999/xlink&gt;&lt;metadata&gt;&lt;rdf:rdf xmlns:cc=http:https://creativecommons.org/ns# xmlns:dc=http:https://purl.org/dc/elements/1.1/ xmlns:rdf=http:https://www.w3.org/1999/02/22-rdf-syntax-ns#&gt;&lt;cc:work&gt;&lt;dc:type rdf:resource=http:https://purl.org/dc/dcmitype/StillImage /&gt;&lt;dc:date&gt;2021-03-20T18:19:25.421140&lt;/dc:date&gt;&lt;dc:format&gt;image/svg+xml&lt;/dc:format&gt;&lt;dc:creator&gt;&lt;cc:agent&gt;&lt;dc:title&gt;Matplotlib v3.3.2, https://matplotlib.org/&lt;/dc:title&gt;&lt;/cc:agent&gt;&lt;/dc:creator&gt;&lt;/cc:work&gt;&lt;/rdf:rdf&gt;&lt;/metadata&gt;&lt;defs&gt;&lt;style type=text/css&gt;*{stroke-linecap:butt;stroke-linejoin:round;}&lt;/style&gt;&lt;/defs&gt;&lt;g id=figure_1&gt;&lt;g id=patch_1&gt;&lt;path style=fill:#ffffff; d=&quot;M 0 162 \n",
       "L 216 162 \n",
       "L 216 0 \n",
       "L 0 0 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=axes_1&gt;&lt;g id=patch_2&gt;&lt;path style=fill:#ffffff; d=&quot;M 10.8 126.911418 \n",
       "L 205.2 126.911418 \n",
       "L 205.2 10.8 \n",
       "L 10.8 10.8 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=matplotlib.axis_1&gt;&lt;g id=xtick_1&gt;&lt;g id=text_1&gt;&lt;g style=fill:#262626; transform=&quot;translate(19.53093 147.751971)rotate(-45)scale(0.08 -0.08)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-53 d=&quot;M 4.15625 18.75 \n",
       "L 13.375 19.53125 \n",
       "Q 14.40625 12.796875 18.140625 9.390625 \n",
       "Q 21.875 6 27.15625 6 \n",
       "Q 33.5 6 37.890625 10.78125 \n",
       "Q 42.28125 15.578125 42.28125 23.484375 \n",
       "Q 42.28125 31 38.0625 35.34375 \n",
       "Q 33.84375 39.703125 27 39.703125 \n",
       "Q 22.75 39.703125 19.328125 37.765625 \n",
       "Q 15.921875 35.84375 13.96875 32.765625 \n",
       "L 5.71875 33.84375 \n",
       "L 12.640625 70.609375 \n",
       "L 48.25 70.609375 \n",
       "L 48.25 62.203125 \n",
       "L 19.671875 62.203125 \n",
       "L 15.828125 42.96875 \n",
       "Q 22.265625 47.46875 29.34375 47.46875 \n",
       "Q 38.71875 47.46875 45.15625 40.96875 \n",
       "Q 51.609375 34.46875 51.609375 24.265625 \n",
       "Q 51.609375 14.546875 45.953125 7.46875 \n",
       "Q 39.0625 -1.21875 27.15625 -1.21875 \n",
       "Q 17.390625 -1.21875 11.203125 4.25 \n",
       "Q 5.03125 9.71875 4.15625 18.75 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-48 d=&quot;M 4.15625 35.296875 \n",
       "Q 4.15625 48 6.765625 55.734375 \n",
       "Q 9.375 63.484375 14.515625 67.671875 \n",
       "Q 19.671875 71.875 27.484375 71.875 \n",
       "Q 33.25 71.875 37.59375 69.546875 \n",
       "Q 41.9375 67.234375 44.765625 62.859375 \n",
       "Q 47.609375 58.5 49.21875 52.21875 \n",
       "Q 50.828125 45.953125 50.828125 35.296875 \n",
       "Q 50.828125 22.703125 48.234375 14.96875 \n",
       "Q 45.65625 7.234375 40.5 3 \n",
       "Q 35.359375 -1.21875 27.484375 -1.21875 \n",
       "Q 17.140625 -1.21875 11.234375 6.203125 \n",
       "Q 4.15625 15.140625 4.15625 35.296875 \n",
       "z\n",
       "M 13.1875 35.296875 \n",
       "Q 13.1875 17.671875 17.3125 11.828125 \n",
       "Q 21.4375 6 27.484375 6 \n",
       "Q 33.546875 6 37.671875 11.859375 \n",
       "Q 41.796875 17.71875 41.796875 35.296875 \n",
       "Q 41.796875 52.984375 37.671875 58.78125 \n",
       "Q 33.546875 64.59375 27.390625 64.59375 \n",
       "Q 21.34375 64.59375 17.71875 59.46875 \n",
       "Q 13.1875 52.9375 13.1875 35.296875 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-53 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_2&gt;&lt;g id=text_2&gt;&lt;g style=fill:#262626; transform=&quot;translate(58.978982 147.751971)rotate(-45)scale(0.08 -0.08)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-55 d=&quot;M 4.734375 62.203125 \n",
       "L 4.734375 70.65625 \n",
       "L 51.078125 70.65625 \n",
       "L 51.078125 63.8125 \n",
       "Q 44.234375 56.546875 37.515625 44.484375 \n",
       "Q 30.8125 32.421875 27.15625 19.671875 \n",
       "Q 24.515625 10.6875 23.78125 0 \n",
       "L 14.75 0 \n",
       "Q 14.890625 8.453125 18.0625 20.40625 \n",
       "Q 21.234375 32.375 27.171875 43.484375 \n",
       "Q 33.109375 54.59375 39.796875 62.203125 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-55 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-53 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_3&gt;&lt;g id=text_3&gt;&lt;g style=fill:#262626; transform=&quot;translate(96.854163 150.897712)rotate(-45)scale(0.08 -0.08)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-49 d=&quot;M 37.25 0 \n",
       "L 28.46875 0 \n",
       "L 28.46875 56 \n",
       "Q 25.296875 52.984375 20.140625 49.953125 \n",
       "Q 14.984375 46.921875 10.890625 45.40625 \n",
       "L 10.890625 53.90625 \n",
       "Q 18.265625 57.375 23.78125 62.296875 \n",
       "Q 29.296875 67.234375 31.59375 71.875 \n",
       "L 37.25 71.875 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_4&gt;&lt;g id=text_4&gt;&lt;g style=fill:#262626; transform=&quot;translate(136.302215 150.897712)rotate(-45)scale(0.08 -0.08)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-50 d=&quot;M 50.34375 8.453125 \n",
       "L 50.34375 0 \n",
       "L 3.03125 0 \n",
       "Q 2.9375 3.171875 4.046875 6.109375 \n",
       "Q 5.859375 10.9375 9.828125 15.625 \n",
       "Q 13.8125 20.3125 21.34375 26.46875 \n",
       "Q 33.015625 36.03125 37.109375 41.625 \n",
       "Q 41.21875 47.21875 41.21875 52.203125 \n",
       "Q 41.21875 57.421875 37.46875 61 \n",
       "Q 33.734375 64.59375 27.734375 64.59375 \n",
       "Q 21.390625 64.59375 17.578125 60.78125 \n",
       "Q 13.765625 56.984375 13.71875 50.25 \n",
       "L 4.6875 51.171875 \n",
       "Q 5.609375 61.28125 11.65625 66.578125 \n",
       "Q 17.71875 71.875 27.9375 71.875 \n",
       "Q 38.234375 71.875 44.234375 66.15625 \n",
       "Q 50.25 60.453125 50.25 52 \n",
       "Q 50.25 47.703125 48.484375 43.546875 \n",
       "Q 46.734375 39.40625 42.65625 34.8125 \n",
       "Q 38.578125 30.21875 29.109375 22.21875 \n",
       "Q 21.1875 15.578125 18.9375 13.203125 \n",
       "Q 16.703125 10.84375 15.234375 8.453125 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-50 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-53 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_5&gt;&lt;g id=text_5&gt;&lt;g style=fill:#262626; transform=&quot;translate(175.750267 150.897712)rotate(-45)scale(0.08 -0.08)&quot;&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-53 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=patch_3&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 19.636364 126.911418 \n",
       "L 23.170909 126.911418 \n",
       "L 23.170909 21.594939 \n",
       "L 19.636364 21.594939 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_4&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 23.170909 126.911418 \n",
       "L 26.705455 126.911418 \n",
       "L 26.705455 53.189883 \n",
       "L 23.170909 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_5&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 26.705455 126.911418 \n",
       "L 30.24 126.911418 \n",
       "L 30.24 53.189883 \n",
       "L 26.705455 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_6&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 30.24 126.911418 \n",
       "L 33.774545 126.911418 \n",
       "L 33.774545 53.189883 \n",
       "L 30.24 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_7&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 33.774545 126.911418 \n",
       "L 37.309091 126.911418 \n",
       "L 37.309091 16.329115 \n",
       "L 33.774545 16.329115 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_8&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 37.309091 126.911418 \n",
       "L 40.843636 126.911418 \n",
       "L 40.843636 53.189883 \n",
       "L 37.309091 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_9&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 40.843636 126.911418 \n",
       "L 44.378182 126.911418 \n",
       "L 44.378182 53.189883 \n",
       "L 40.843636 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_10&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 44.378182 126.911418 \n",
       "L 47.912727 126.911418 \n",
       "L 47.912727 53.189883 \n",
       "L 44.378182 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_11&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 47.912727 126.911418 \n",
       "L 51.447273 126.911418 \n",
       "L 51.447273 16.329115 \n",
       "L 47.912727 16.329115 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_12&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 51.447273 126.911418 \n",
       "L 54.981818 126.911418 \n",
       "L 54.981818 53.189883 \n",
       "L 51.447273 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_13&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 54.981818 126.911418 \n",
       "L 58.516364 126.911418 \n",
       "L 58.516364 53.189883 \n",
       "L 54.981818 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_14&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 58.516364 126.911418 \n",
       "L 62.050909 126.911418 \n",
       "L 62.050909 53.189883 \n",
       "L 58.516364 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_15&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 62.050909 126.911418 \n",
       "L 65.585455 126.911418 \n",
       "L 65.585455 16.329115 \n",
       "L 62.050909 16.329115 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_16&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 65.585455 126.911418 \n",
       "L 69.12 126.911418 \n",
       "L 69.12 53.189883 \n",
       "L 65.585455 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_17&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 69.12 126.911418 \n",
       "L 72.654545 126.911418 \n",
       "L 72.654545 53.189883 \n",
       "L 69.12 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_18&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 72.654545 126.911418 \n",
       "L 76.189091 126.911418 \n",
       "L 76.189091 53.189883 \n",
       "L 72.654545 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_19&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 76.189091 126.911418 \n",
       "L 79.723636 126.911418 \n",
       "L 79.723636 16.329115 \n",
       "L 76.189091 16.329115 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_20&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 79.723636 126.911418 \n",
       "L 83.258182 126.911418 \n",
       "L 83.258182 53.189883 \n",
       "L 79.723636 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_21&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 83.258182 126.911418 \n",
       "L 86.792727 126.911418 \n",
       "L 86.792727 53.189883 \n",
       "L 83.258182 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_22&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 86.792727 126.911418 \n",
       "L 90.327273 126.911418 \n",
       "L 90.327273 53.189883 \n",
       "L 86.792727 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_23&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 90.327273 126.911418 \n",
       "L 93.861818 126.911418 \n",
       "L 93.861818 16.329115 \n",
       "L 90.327273 16.329115 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_24&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 93.861818 126.911418 \n",
       "L 97.396364 126.911418 \n",
       "L 97.396364 53.189883 \n",
       "L 93.861818 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_25&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 97.396364 126.911418 \n",
       "L 100.930909 126.911418 \n",
       "L 100.930909 53.189883 \n",
       "L 97.396364 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_26&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 100.930909 126.911418 \n",
       "L 104.465455 126.911418 \n",
       "L 104.465455 53.189883 \n",
       "L 100.930909 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_27&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 104.465455 126.911418 \n",
       "L 108 126.911418 \n",
       "L 108 53.189883 \n",
       "L 104.465455 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_28&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 108 126.911418 \n",
       "L 111.534545 126.911418 \n",
       "L 111.534545 16.329115 \n",
       "L 108 16.329115 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_29&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 111.534545 126.911418 \n",
       "L 115.069091 126.911418 \n",
       "L 115.069091 53.189883 \n",
       "L 111.534545 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_30&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 115.069091 126.911418 \n",
       "L 118.603636 126.911418 \n",
       "L 118.603636 53.189883 \n",
       "L 115.069091 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_31&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 118.603636 126.911418 \n",
       "L 122.138182 126.911418 \n",
       "L 122.138182 53.189883 \n",
       "L 118.603636 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_32&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 122.138182 126.911418 \n",
       "L 125.672727 126.911418 \n",
       "L 125.672727 16.329115 \n",
       "L 122.138182 16.329115 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_33&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 125.672727 126.911418 \n",
       "L 129.207273 126.911418 \n",
       "L 129.207273 53.189883 \n",
       "L 125.672727 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_34&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 129.207273 126.911418 \n",
       "L 132.741818 126.911418 \n",
       "L 132.741818 53.189883 \n",
       "L 129.207273 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_35&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 132.741818 126.911418 \n",
       "L 136.276364 126.911418 \n",
       "L 136.276364 53.189883 \n",
       "L 132.741818 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_36&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 136.276364 126.911418 \n",
       "L 139.810909 126.911418 \n",
       "L 139.810909 16.329115 \n",
       "L 136.276364 16.329115 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_37&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 139.810909 126.911418 \n",
       "L 143.345455 126.911418 \n",
       "L 143.345455 53.189883 \n",
       "L 139.810909 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_38&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 143.345455 126.911418 \n",
       "L 146.88 126.911418 \n",
       "L 146.88 53.189883 \n",
       "L 143.345455 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_39&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 146.88 126.911418 \n",
       "L 150.414545 126.911418 \n",
       "L 150.414545 53.189883 \n",
       "L 146.88 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_40&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 150.414545 126.911418 \n",
       "L 153.949091 126.911418 \n",
       "L 153.949091 16.329115 \n",
       "L 150.414545 16.329115 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_41&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 153.949091 126.911418 \n",
       "L 157.483636 126.911418 \n",
       "L 157.483636 53.189883 \n",
       "L 153.949091 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_42&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 157.483636 126.911418 \n",
       "L 161.018182 126.911418 \n",
       "L 161.018182 53.189883 \n",
       "L 157.483636 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_43&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 161.018182 126.911418 \n",
       "L 164.552727 126.911418 \n",
       "L 164.552727 53.189883 \n",
       "L 161.018182 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_44&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 164.552727 126.911418 \n",
       "L 168.087273 126.911418 \n",
       "L 168.087273 16.329115 \n",
       "L 164.552727 16.329115 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_45&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 168.087273 126.911418 \n",
       "L 171.621818 126.911418 \n",
       "L 171.621818 53.189883 \n",
       "L 168.087273 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_46&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 171.621818 126.911418 \n",
       "L 175.156364 126.911418 \n",
       "L 175.156364 53.189883 \n",
       "L 171.621818 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_47&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 175.156364 126.911418 \n",
       "L 178.690909 126.911418 \n",
       "L 178.690909 53.189883 \n",
       "L 175.156364 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_48&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 178.690909 126.911418 \n",
       "L 182.225455 126.911418 \n",
       "L 182.225455 16.329115 \n",
       "L 178.690909 16.329115 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_49&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 182.225455 126.911418 \n",
       "L 185.76 126.911418 \n",
       "L 185.76 53.189883 \n",
       "L 182.225455 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_50&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 185.76 126.911418 \n",
       "L 189.294545 126.911418 \n",
       "L 189.294545 53.189883 \n",
       "L 185.76 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_51&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 189.294545 126.911418 \n",
       "L 192.829091 126.911418 \n",
       "L 192.829091 53.189883 \n",
       "L 189.294545 53.189883 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_52&gt;&lt;path clip-path=url(#p1fb8d156f8) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 192.829091 126.911418 \n",
       "L 196.363636 126.911418 \n",
       "L 196.363636 16.329115 \n",
       "L 192.829091 16.329115 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_53&gt;&lt;path style=fill:none; d=&quot;M 10.8 126.911418 \n",
       "L 10.8 10.8 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_54&gt;&lt;path style=fill:none; d=&quot;M 205.2 126.911418 \n",
       "L 205.2 10.8 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_55&gt;&lt;path style=fill:none; d=&quot;M 10.8 126.911418 \n",
       "L 205.2 126.911418 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_56&gt;&lt;path style=fill:none; d=&quot;M 10.8 10.8 \n",
       "L 205.2 10.8 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;defs&gt;&lt;clippath id=p1fb8d156f8&gt;&lt;rect height=116.111418 width=194.4 x=10.8 y=10.8 /&gt;&lt;/clippath&gt;&lt;/defs&gt;&lt;/svg&gt;&lt;/div&gt;&lt;div class=&quot;col-sm-12 text-right&quot;&gt;&lt;button class=&quot;btn btn-default btn-sm&quot; data-toggle=collapse data-target=&quot;#bottom--5843726052248896494, #minifreqtable-5843726052248896494&quot; aria-expanded=true aria-controls=collapseExample&gt;Toggle details&lt;/button&gt;&lt;/div&gt;&lt;div id=bottom--5843726052248896494 class=collapse&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-tabs&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#-5843726052248896494bottom--5843726052248896494statistics aria-controls=-5843726052248896494bottom--5843726052248896494statistics role=tab data-toggle=tab&gt;Statistics&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-5843726052248896494bottom--5843726052248896494histogram aria-controls=-5843726052248896494bottom--5843726052248896494histogram role=tab data-toggle=tab&gt;Histogram&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-5843726052248896494bottom--5843726052248896494common_values aria-controls=-5843726052248896494bottom--5843726052248896494common_values role=tab data-toggle=tab&gt;Common values&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-5843726052248896494bottom--5843726052248896494extreme_values aria-controls=-5843726052248896494bottom--5843726052248896494extreme_values role=tab data-toggle=tab&gt;Extreme values&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=-5843726052248896494bottom--5843726052248896494statistics&gt;&lt;div class=col-sm-6&gt;&lt;p class=h4&gt;Quantile statistics&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Minimum&lt;/th&gt;&lt;td&gt;49&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;5-th percentile&lt;/th&gt;&lt;td&gt;54&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Q1&lt;/th&gt;&lt;td&gt;77&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;median&lt;/th&gt;&lt;td&gt;105&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Q3&lt;/th&gt;&lt;td&gt;133&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;95-th percentile&lt;/th&gt;&lt;td&gt;156&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Maximum&lt;/th&gt;&lt;td&gt;161&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Range&lt;/th&gt;&lt;td&gt;112&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Interquartile range (IQR)&lt;/th&gt;&lt;td&gt;56&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-6&gt;&lt;p class=h4&gt;Descriptive statistics&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Standard deviation&lt;/th&gt;&lt;td&gt;32.57874886&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Coefficient of variation (CV)&lt;/th&gt;&lt;td&gt;0.3100644725&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Kurtosis&lt;/th&gt;&lt;td&gt;-1.200053475&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Mean&lt;/th&gt;&lt;td&gt;105.0708861&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Median Absolute Deviation (MAD)&lt;/th&gt;&lt;td&gt;28&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Skewness&lt;/th&gt;&lt;td&gt;-9.86508997 × 10&lt;sup&gt;5&lt;/sup&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Sum&lt;/th&gt;&lt;td&gt;41503000&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Variance&lt;/th&gt;&lt;td&gt;1061.374877&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Monotocity&lt;/th&gt;&lt;td&gt;Increasing&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-5843726052248896494bottom--5843726052248896494histogram&gt;&lt;?xml version=&quot;1.0&quot; encoding=&quot;utf-8&quot; standalone=&quot;no&quot;?&gt;&lt;!DOCTYPE svg class=&quot;img-responsive center-img&quot;PUBLIC &quot;-//W3C//DTD SVG 1.1//EN&quot;\n",
       "  &quot;http:https://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd&quot;&gt;&lt;svg class=&quot;img-responsive center-img&quot; height=288pt version=1.1 viewbox=&quot;0 0 432 288&quot; width=432pt xmlns=http:https://www.w3.org/2000/svg xmlns:xlink=http:https://www.w3.org/1999/xlink&gt;&lt;metadata&gt;&lt;rdf:rdf xmlns:cc=http:https://creativecommons.org/ns# xmlns:dc=http:https://purl.org/dc/elements/1.1/ xmlns:rdf=http:https://www.w3.org/1999/02/22-rdf-syntax-ns#&gt;&lt;cc:work&gt;&lt;dc:type rdf:resource=http:https://purl.org/dc/dcmitype/StillImage /&gt;&lt;dc:date&gt;2021-03-20T18:19:25.608597&lt;/dc:date&gt;&lt;dc:format&gt;image/svg+xml&lt;/dc:format&gt;&lt;dc:creator&gt;&lt;cc:agent&gt;&lt;dc:title&gt;Matplotlib v3.3.2, https://matplotlib.org/&lt;/dc:title&gt;&lt;/cc:agent&gt;&lt;/dc:creator&gt;&lt;/cc:work&gt;&lt;/rdf:rdf&gt;&lt;/metadata&gt;&lt;defs&gt;&lt;style type=text/css&gt;*{stroke-linecap:butt;stroke-linejoin:round;}&lt;/style&gt;&lt;/defs&gt;&lt;g id=figure_1&gt;&lt;g id=patch_1&gt;&lt;path style=fill:#ffffff; d=&quot;M 0 288 \n",
       "L 432 288 \n",
       "L 432 0 \n",
       "L 0 0 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=axes_1&gt;&lt;g id=patch_2&gt;&lt;path style=fill:#ffffff; d=&quot;M 62.925 248.492 \n",
       "L 421.2 248.492 \n",
       "L 421.2 10.8 \n",
       "L 62.925 10.8 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=matplotlib.axis_1&gt;&lt;g id=xtick_1&gt;&lt;g id=text_1&gt;&lt;g style=fill:#262626; transform=&quot;translate(109.094871 271.917691)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-54 d=&quot;M 49.75 54.046875 \n",
       "L 41.015625 53.375 \n",
       "Q 39.84375 58.546875 37.703125 60.890625 \n",
       "Q 34.125 64.65625 28.90625 64.65625 \n",
       "Q 24.703125 64.65625 21.53125 62.3125 \n",
       "Q 17.390625 59.28125 14.984375 53.46875 \n",
       "Q 12.59375 47.65625 12.5 36.921875 \n",
       "Q 15.671875 41.75 20.265625 44.09375 \n",
       "Q 24.859375 46.4375 29.890625 46.4375 \n",
       "Q 38.671875 46.4375 44.84375 39.96875 \n",
       "Q 51.03125 33.5 51.03125 23.25 \n",
       "Q 51.03125 16.5 48.125 10.71875 \n",
       "Q 45.21875 4.9375 40.140625 1.859375 \n",
       "Q 35.0625 -1.21875 28.609375 -1.21875 \n",
       "Q 17.625 -1.21875 10.6875 6.859375 \n",
       "Q 3.765625 14.9375 3.765625 33.5 \n",
       "Q 3.765625 54.25 11.421875 63.671875 \n",
       "Q 18.109375 71.875 29.4375 71.875 \n",
       "Q 37.890625 71.875 43.28125 67.140625 \n",
       "Q 48.6875 62.40625 49.75 54.046875 \n",
       "z\n",
       "M 13.875 23.1875 \n",
       "Q 13.875 18.65625 15.796875 14.5 \n",
       "Q 17.71875 10.359375 21.1875 8.171875 \n",
       "Q 24.65625 6 28.46875 6 \n",
       "Q 34.03125 6 38.03125 10.484375 \n",
       "Q 42.046875 14.984375 42.046875 22.703125 \n",
       "Q 42.046875 30.125 38.078125 34.390625 \n",
       "Q 34.125 38.671875 28.125 38.671875 \n",
       "Q 22.171875 38.671875 18.015625 34.390625 \n",
       "Q 13.875 30.125 13.875 23.1875 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-48 d=&quot;M 4.15625 35.296875 \n",
       "Q 4.15625 48 6.765625 55.734375 \n",
       "Q 9.375 63.484375 14.515625 67.671875 \n",
       "Q 19.671875 71.875 27.484375 71.875 \n",
       "Q 33.25 71.875 37.59375 69.546875 \n",
       "Q 41.9375 67.234375 44.765625 62.859375 \n",
       "Q 47.609375 58.5 49.21875 52.21875 \n",
       "Q 50.828125 45.953125 50.828125 35.296875 \n",
       "Q 50.828125 22.703125 48.234375 14.96875 \n",
       "Q 45.65625 7.234375 40.5 3 \n",
       "Q 35.359375 -1.21875 27.484375 -1.21875 \n",
       "Q 17.140625 -1.21875 11.234375 6.203125 \n",
       "Q 4.15625 15.140625 4.15625 35.296875 \n",
       "z\n",
       "M 13.1875 35.296875 \n",
       "Q 13.1875 17.671875 17.3125 11.828125 \n",
       "Q 21.4375 6 27.484375 6 \n",
       "Q 33.546875 6 37.671875 11.859375 \n",
       "Q 41.796875 17.71875 41.796875 35.296875 \n",
       "Q 41.796875 52.984375 37.671875 58.78125 \n",
       "Q 33.546875 64.59375 27.390625 64.59375 \n",
       "Q 21.34375 64.59375 17.71875 59.46875 \n",
       "Q 13.1875 52.9375 13.1875 35.296875 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-54 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_2&gt;&lt;g id=text_2&gt;&lt;g style=fill:#262626; transform=&quot;translate(167.256397 271.917691)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-56 d=&quot;M 17.671875 38.8125 \n",
       "Q 12.203125 40.828125 9.5625 44.53125 \n",
       "Q 6.9375 48.25 6.9375 53.421875 \n",
       "Q 6.9375 61.234375 12.546875 66.546875 \n",
       "Q 18.171875 71.875 27.484375 71.875 \n",
       "Q 36.859375 71.875 42.578125 66.421875 \n",
       "Q 48.296875 60.984375 48.296875 53.171875 \n",
       "Q 48.296875 48.1875 45.671875 44.5 \n",
       "Q 43.0625 40.828125 37.75 38.8125 \n",
       "Q 44.34375 36.671875 47.78125 31.875 \n",
       "Q 51.21875 27.09375 51.21875 20.453125 \n",
       "Q 51.21875 11.28125 44.71875 5.03125 \n",
       "Q 38.234375 -1.21875 27.640625 -1.21875 \n",
       "Q 17.046875 -1.21875 10.546875 5.046875 \n",
       "Q 4.046875 11.328125 4.046875 20.703125 \n",
       "Q 4.046875 27.6875 7.59375 32.390625 \n",
       "Q 11.140625 37.109375 17.671875 38.8125 \n",
       "z\n",
       "M 15.921875 53.71875 \n",
       "Q 15.921875 48.640625 19.1875 45.40625 \n",
       "Q 22.46875 42.1875 27.6875 42.1875 \n",
       "Q 32.765625 42.1875 36.015625 45.375 \n",
       "Q 39.265625 48.578125 39.265625 53.21875 \n",
       "Q 39.265625 58.0625 35.90625 61.359375 \n",
       "Q 32.5625 64.65625 27.59375 64.65625 \n",
       "Q 22.5625 64.65625 19.234375 61.421875 \n",
       "Q 15.921875 58.203125 15.921875 53.71875 \n",
       "z\n",
       "M 13.09375 20.65625 \n",
       "Q 13.09375 16.890625 14.875 13.375 \n",
       "Q 16.65625 9.859375 20.171875 7.921875 \n",
       "Q 23.6875 6 27.734375 6 \n",
       "Q 34.03125 6 38.125 10.046875 \n",
       "Q 42.234375 14.109375 42.234375 20.359375 \n",
       "Q 42.234375 26.703125 38.015625 30.859375 \n",
       "Q 33.796875 35.015625 27.4375 35.015625 \n",
       "Q 21.234375 35.015625 17.15625 30.90625 \n",
       "Q 13.09375 26.8125 13.09375 20.65625 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-56 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_3&gt;&lt;g id=text_3&gt;&lt;g style=fill:#262626; transform=&quot;translate(223.451835 275.849868)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-49 d=&quot;M 37.25 0 \n",
       "L 28.46875 0 \n",
       "L 28.46875 56 \n",
       "Q 25.296875 52.984375 20.140625 49.953125 \n",
       "Q 14.984375 46.921875 10.890625 45.40625 \n",
       "L 10.890625 53.90625 \n",
       "Q 18.265625 57.375 23.78125 62.296875 \n",
       "Q 29.296875 67.234375 31.59375 71.875 \n",
       "L 37.25 71.875 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_4&gt;&lt;g id=text_4&gt;&lt;g style=fill:#262626; transform=&quot;translate(281.613361 275.849868)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-50 d=&quot;M 50.34375 8.453125 \n",
       "L 50.34375 0 \n",
       "L 3.03125 0 \n",
       "Q 2.9375 3.171875 4.046875 6.109375 \n",
       "Q 5.859375 10.9375 9.828125 15.625 \n",
       "Q 13.8125 20.3125 21.34375 26.46875 \n",
       "Q 33.015625 36.03125 37.109375 41.625 \n",
       "Q 41.21875 47.21875 41.21875 52.203125 \n",
       "Q 41.21875 57.421875 37.46875 61 \n",
       "Q 33.734375 64.59375 27.734375 64.59375 \n",
       "Q 21.390625 64.59375 17.578125 60.78125 \n",
       "Q 13.765625 56.984375 13.71875 50.25 \n",
       "L 4.6875 51.171875 \n",
       "Q 5.609375 61.28125 11.65625 66.578125 \n",
       "Q 17.71875 71.875 27.9375 71.875 \n",
       "Q 38.234375 71.875 44.234375 66.15625 \n",
       "Q 50.25 60.453125 50.25 52 \n",
       "Q 50.25 47.703125 48.484375 43.546875 \n",
       "Q 46.734375 39.40625 42.65625 34.8125 \n",
       "Q 38.578125 30.21875 29.109375 22.21875 \n",
       "Q 21.1875 15.578125 18.9375 13.203125 \n",
       "Q 16.703125 10.84375 15.234375 8.453125 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-50 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_5&gt;&lt;g id=text_5&gt;&lt;g style=fill:#262626; transform=&quot;translate(339.774887 275.849868)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-52 d=&quot;M 32.328125 0 \n",
       "L 32.328125 17.140625 \n",
       "L 1.265625 17.140625 \n",
       "L 1.265625 25.203125 \n",
       "L 33.9375 71.578125 \n",
       "L 41.109375 71.578125 \n",
       "L 41.109375 25.203125 \n",
       "L 50.78125 25.203125 \n",
       "L 50.78125 17.140625 \n",
       "L 41.109375 17.140625 \n",
       "L 41.109375 0 \n",
       "z\n",
       "M 32.328125 25.203125 \n",
       "L 32.328125 57.46875 \n",
       "L 9.90625 25.203125 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-52 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_6&gt;&lt;g id=text_6&gt;&lt;g style=fill:#262626; transform=&quot;translate(397.936413 275.849868)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-54 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=matplotlib.axis_2&gt;&lt;g id=ytick_1&gt;&lt;g id=text_7&gt;&lt;g style=fill:#262626; transform=&quot;translate(46.864063 252.070907)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_2&gt;&lt;g id=text_8&gt;&lt;g style=fill:#262626; transform=&quot;translate(30.18125 208.952176)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-50 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_3&gt;&lt;g id=text_9&gt;&lt;g style=fill:#262626; transform=&quot;translate(30.18125 165.833446)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-52 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_4&gt;&lt;g id=text_10&gt;&lt;g style=fill:#262626; transform=&quot;translate(30.18125 122.714716)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-54 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_5&gt;&lt;g id=text_11&gt;&lt;g style=fill:#262626; transform=&quot;translate(30.18125 79.595986)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-56 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_6&gt;&lt;g id=text_12&gt;&lt;g style=fill:#262626; transform=&quot;translate(24.620313 36.477255)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=text_13&gt;&lt;g style=fill:#262626; transform=&quot;translate(18.305156 155.629203)rotate(-90)scale(0.11 -0.11)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-70 d=&quot;M 8.203125 0 \n",
       "L 8.203125 71.578125 \n",
       "L 56.5 71.578125 \n",
       "L 56.5 63.140625 \n",
       "L 17.671875 63.140625 \n",
       "L 17.671875 40.96875 \n",
       "L 51.265625 40.96875 \n",
       "L 51.265625 32.515625 \n",
       "L 17.671875 32.515625 \n",
       "L 17.671875 0 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-114 d=&quot;M 6.5 0 \n",
       "L 6.5 51.859375 \n",
       "L 14.40625 51.859375 \n",
       "L 14.40625 44 \n",
       "Q 17.4375 49.515625 20 51.265625 \n",
       "Q 22.5625 53.03125 25.640625 53.03125 \n",
       "Q 30.078125 53.03125 34.671875 50.203125 \n",
       "L 31.640625 42.046875 \n",
       "Q 28.421875 43.953125 25.203125 43.953125 \n",
       "Q 22.3125 43.953125 20.015625 42.21875 \n",
       "Q 17.71875 40.484375 16.75 37.40625 \n",
       "Q 15.28125 32.71875 15.28125 27.15625 \n",
       "L 15.28125 0 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-101 d=&quot;M 42.09375 16.703125 \n",
       "L 51.171875 15.578125 \n",
       "Q 49.03125 7.625 43.21875 3.21875 \n",
       "Q 37.40625 -1.171875 28.375 -1.171875 \n",
       "Q 17 -1.171875 10.328125 5.828125 \n",
       "Q 3.65625 12.84375 3.65625 25.484375 \n",
       "Q 3.65625 38.578125 10.390625 45.796875 \n",
       "Q 17.140625 53.03125 27.875 53.03125 \n",
       "Q 38.28125 53.03125 44.875 45.953125 \n",
       "Q 51.46875 38.875 51.46875 26.03125 \n",
       "Q 51.46875 25.25 51.421875 23.6875 \n",
       "L 12.75 23.6875 \n",
       "Q 13.234375 15.140625 17.578125 10.59375 \n",
       "Q 21.921875 6.0625 28.421875 6.0625 \n",
       "Q 33.25 6.0625 36.671875 8.59375 \n",
       "Q 40.09375 11.140625 42.09375 16.703125 \n",
       "z\n",
       "M 13.234375 30.90625 \n",
       "L 42.1875 30.90625 \n",
       "Q 41.609375 37.453125 38.875 40.71875 \n",
       "Q 34.671875 45.796875 27.984375 45.796875 \n",
       "Q 21.921875 45.796875 17.796875 41.75 \n",
       "Q 13.671875 37.703125 13.234375 30.90625 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-113 d=&quot;M 39.65625 -19.875 \n",
       "L 39.65625 5.515625 \n",
       "Q 37.59375 2.640625 33.90625 0.734375 \n",
       "Q 30.21875 -1.171875 26.078125 -1.171875 \n",
       "Q 16.84375 -1.171875 10.171875 6.203125 \n",
       "Q 3.515625 13.578125 3.515625 26.421875 \n",
       "Q 3.515625 34.234375 6.21875 40.421875 \n",
       "Q 8.9375 46.625 14.078125 49.828125 \n",
       "Q 19.234375 53.03125 25.390625 53.03125 \n",
       "Q 35.015625 53.03125 40.53125 44.921875 \n",
       "L 40.53125 51.859375 \n",
       "L 48.4375 51.859375 \n",
       "L 48.4375 -19.875 \n",
       "z\n",
       "M 12.546875 26.078125 \n",
       "Q 12.546875 16.0625 16.75 11.0625 \n",
       "Q 20.953125 6.0625 26.8125 6.0625 \n",
       "Q 32.421875 6.0625 36.46875 10.8125 \n",
       "Q 40.53125 15.578125 40.53125 25.296875 \n",
       "Q 40.53125 35.640625 36.25 40.859375 \n",
       "Q 31.984375 46.09375 26.21875 46.09375 \n",
       "Q 20.515625 46.09375 16.53125 41.234375 \n",
       "Q 12.546875 36.375 12.546875 26.078125 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-117 d=&quot;M 40.578125 0 \n",
       "L 40.578125 7.625 \n",
       "Q 34.515625 -1.171875 24.125 -1.171875 \n",
       "Q 19.53125 -1.171875 15.546875 0.578125 \n",
       "Q 11.578125 2.34375 9.640625 5 \n",
       "Q 7.71875 7.671875 6.9375 11.53125 \n",
       "Q 6.390625 14.109375 6.390625 19.734375 \n",
       "L 6.390625 51.859375 \n",
       "L 15.1875 51.859375 \n",
       "L 15.1875 23.09375 \n",
       "Q 15.1875 16.21875 15.71875 13.8125 \n",
       "Q 16.546875 10.359375 19.234375 8.375 \n",
       "Q 21.921875 6.390625 25.875 6.390625 \n",
       "Q 29.828125 6.390625 33.296875 8.421875 \n",
       "Q 36.765625 10.453125 38.203125 13.9375 \n",
       "Q 39.65625 17.4375 39.65625 24.078125 \n",
       "L 39.65625 51.859375 \n",
       "L 48.4375 51.859375 \n",
       "L 48.4375 0 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-110 d=&quot;M 6.59375 0 \n",
       "L 6.59375 51.859375 \n",
       "L 14.5 51.859375 \n",
       "L 14.5 44.484375 \n",
       "Q 20.21875 53.03125 31 53.03125 \n",
       "Q 35.6875 53.03125 39.625 51.34375 \n",
       "Q 43.5625 49.65625 45.515625 46.921875 \n",
       "Q 47.46875 44.1875 48.25 40.4375 \n",
       "Q 48.734375 37.984375 48.734375 31.890625 \n",
       "L 48.734375 0 \n",
       "L 39.9375 0 \n",
       "L 39.9375 31.546875 \n",
       "Q 39.9375 36.921875 38.90625 39.578125 \n",
       "Q 37.890625 42.234375 35.28125 43.8125 \n",
       "Q 32.671875 45.40625 29.15625 45.40625 \n",
       "Q 23.53125 45.40625 19.453125 41.84375 \n",
       "Q 15.375 38.28125 15.375 28.328125 \n",
       "L 15.375 0 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-99 d=&quot;M 40.4375 19 \n",
       "L 49.078125 17.875 \n",
       "Q 47.65625 8.9375 41.8125 3.875 \n",
       "Q 35.984375 -1.171875 27.484375 -1.171875 \n",
       "Q 16.84375 -1.171875 10.375 5.78125 \n",
       "Q 3.90625 12.75 3.90625 25.734375 \n",
       "Q 3.90625 34.125 6.6875 40.421875 \n",
       "Q 9.46875 46.734375 15.15625 49.875 \n",
       "Q 20.84375 53.03125 27.546875 53.03125 \n",
       "Q 35.984375 53.03125 41.359375 48.75 \n",
       "Q 46.734375 44.484375 48.25 36.625 \n",
       "L 39.703125 35.296875 \n",
       "Q 38.484375 40.53125 35.375 43.15625 \n",
       "Q 32.28125 45.796875 27.875 45.796875 \n",
       "Q 21.234375 45.796875 17.078125 41.03125 \n",
       "Q 12.9375 36.28125 12.9375 25.984375 \n",
       "Q 12.9375 15.53125 16.9375 10.796875 \n",
       "Q 20.953125 6.0625 27.390625 6.0625 \n",
       "Q 32.5625 6.0625 36.03125 9.234375 \n",
       "Q 39.5 12.40625 40.4375 19 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-121 d=&quot;M 6.203125 -19.96875 \n",
       "L 5.21875 -11.71875 \n",
       "Q 8.109375 -12.5 10.25 -12.5 \n",
       "Q 13.1875 -12.5 14.9375 -11.515625 \n",
       "Q 16.703125 -10.546875 17.828125 -8.796875 \n",
       "Q 18.65625 -7.46875 20.515625 -2.25 \n",
       "Q 20.75 -1.515625 21.296875 -0.09375 \n",
       "L 1.609375 51.859375 \n",
       "L 11.078125 51.859375 \n",
       "L 21.875 21.828125 \n",
       "Q 23.96875 16.109375 25.640625 9.8125 \n",
       "Q 27.15625 15.875 29.25 21.625 \n",
       "L 40.328125 51.859375 \n",
       "L 49.125 51.859375 \n",
       "L 29.390625 -0.875 \n",
       "Q 26.21875 -9.421875 24.46875 -12.640625 \n",
       "Q 22.125 -17 19.09375 -19.015625 \n",
       "Q 16.0625 -21.046875 11.859375 -21.046875 \n",
       "Q 9.328125 -21.046875 6.203125 -19.96875 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-70 /&gt;&lt;use x=61.083984 xlink:href=#ArialMT-114 /&gt;&lt;use x=94.384766 xlink:href=#ArialMT-101 /&gt;&lt;use x=150 xlink:href=#ArialMT-113 /&gt;&lt;use x=205.615234 xlink:href=#ArialMT-117 /&gt;&lt;use x=261.230469 xlink:href=#ArialMT-101 /&gt;&lt;use x=316.845703 xlink:href=#ArialMT-110 /&gt;&lt;use x=372.460938 xlink:href=#ArialMT-99 /&gt;&lt;use x=422.460938 xlink:href=#ArialMT-121 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=patch_3&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 79.210227 248.492 \n",
       "L 85.724318 248.492 \n",
       "L 85.724318 32.898349 \n",
       "L 79.210227 32.898349 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_4&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 85.724318 248.492 \n",
       "L 92.238409 248.492 \n",
       "L 92.238409 97.576445 \n",
       "L 85.724318 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_5&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 92.238409 248.492 \n",
       "L 98.7525 248.492 \n",
       "L 98.7525 97.576445 \n",
       "L 92.238409 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_6&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 98.7525 248.492 \n",
       "L 105.266591 248.492 \n",
       "L 105.266591 97.576445 \n",
       "L 98.7525 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_7&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 105.266591 248.492 \n",
       "L 111.780682 248.492 \n",
       "L 111.780682 22.118667 \n",
       "L 105.266591 22.118667 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_8&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 111.780682 248.492 \n",
       "L 118.294773 248.492 \n",
       "L 118.294773 97.576445 \n",
       "L 111.780682 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_9&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 118.294773 248.492 \n",
       "L 124.808864 248.492 \n",
       "L 124.808864 97.576445 \n",
       "L 118.294773 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_10&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 124.808864 248.492 \n",
       "L 131.322955 248.492 \n",
       "L 131.322955 97.576445 \n",
       "L 124.808864 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_11&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 131.322955 248.492 \n",
       "L 137.837045 248.492 \n",
       "L 137.837045 22.118667 \n",
       "L 131.322955 22.118667 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_12&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 137.837045 248.492 \n",
       "L 144.351136 248.492 \n",
       "L 144.351136 97.576445 \n",
       "L 137.837045 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_13&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 144.351136 248.492 \n",
       "L 150.865227 248.492 \n",
       "L 150.865227 97.576445 \n",
       "L 144.351136 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_14&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 150.865227 248.492 \n",
       "L 157.379318 248.492 \n",
       "L 157.379318 97.576445 \n",
       "L 150.865227 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_15&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 157.379318 248.492 \n",
       "L 163.893409 248.492 \n",
       "L 163.893409 22.118667 \n",
       "L 157.379318 22.118667 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_16&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 163.893409 248.492 \n",
       "L 170.4075 248.492 \n",
       "L 170.4075 97.576445 \n",
       "L 163.893409 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_17&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 170.4075 248.492 \n",
       "L 176.921591 248.492 \n",
       "L 176.921591 97.576445 \n",
       "L 170.4075 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_18&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 176.921591 248.492 \n",
       "L 183.435682 248.492 \n",
       "L 183.435682 97.576445 \n",
       "L 176.921591 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_19&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 183.435682 248.492 \n",
       "L 189.949773 248.492 \n",
       "L 189.949773 22.118667 \n",
       "L 183.435682 22.118667 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_20&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 189.949773 248.492 \n",
       "L 196.463864 248.492 \n",
       "L 196.463864 97.576445 \n",
       "L 189.949773 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_21&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 196.463864 248.492 \n",
       "L 202.977955 248.492 \n",
       "L 202.977955 97.576445 \n",
       "L 196.463864 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_22&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 202.977955 248.492 \n",
       "L 209.492045 248.492 \n",
       "L 209.492045 97.576445 \n",
       "L 202.977955 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_23&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 209.492045 248.492 \n",
       "L 216.006136 248.492 \n",
       "L 216.006136 22.118667 \n",
       "L 209.492045 22.118667 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_24&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 216.006136 248.492 \n",
       "L 222.520227 248.492 \n",
       "L 222.520227 97.576445 \n",
       "L 216.006136 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_25&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 222.520227 248.492 \n",
       "L 229.034318 248.492 \n",
       "L 229.034318 97.576445 \n",
       "L 222.520227 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_26&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 229.034318 248.492 \n",
       "L 235.548409 248.492 \n",
       "L 235.548409 97.576445 \n",
       "L 229.034318 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_27&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 235.548409 248.492 \n",
       "L 242.0625 248.492 \n",
       "L 242.0625 97.576445 \n",
       "L 235.548409 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_28&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 242.0625 248.492 \n",
       "L 248.576591 248.492 \n",
       "L 248.576591 22.118667 \n",
       "L 242.0625 22.118667 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_29&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 248.576591 248.492 \n",
       "L 255.090682 248.492 \n",
       "L 255.090682 97.576445 \n",
       "L 248.576591 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_30&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 255.090682 248.492 \n",
       "L 261.604773 248.492 \n",
       "L 261.604773 97.576445 \n",
       "L 255.090682 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_31&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 261.604773 248.492 \n",
       "L 268.118864 248.492 \n",
       "L 268.118864 97.576445 \n",
       "L 261.604773 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_32&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 268.118864 248.492 \n",
       "L 274.632955 248.492 \n",
       "L 274.632955 22.118667 \n",
       "L 268.118864 22.118667 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_33&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 274.632955 248.492 \n",
       "L 281.147045 248.492 \n",
       "L 281.147045 97.576445 \n",
       "L 274.632955 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_34&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 281.147045 248.492 \n",
       "L 287.661136 248.492 \n",
       "L 287.661136 97.576445 \n",
       "L 281.147045 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_35&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 287.661136 248.492 \n",
       "L 294.175227 248.492 \n",
       "L 294.175227 97.576445 \n",
       "L 287.661136 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_36&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 294.175227 248.492 \n",
       "L 300.689318 248.492 \n",
       "L 300.689318 22.118667 \n",
       "L 294.175227 22.118667 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_37&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 300.689318 248.492 \n",
       "L 307.203409 248.492 \n",
       "L 307.203409 97.576445 \n",
       "L 300.689318 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_38&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 307.203409 248.492 \n",
       "L 313.7175 248.492 \n",
       "L 313.7175 97.576445 \n",
       "L 307.203409 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_39&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 313.7175 248.492 \n",
       "L 320.231591 248.492 \n",
       "L 320.231591 97.576445 \n",
       "L 313.7175 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_40&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 320.231591 248.492 \n",
       "L 326.745682 248.492 \n",
       "L 326.745682 22.118667 \n",
       "L 320.231591 22.118667 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_41&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 326.745682 248.492 \n",
       "L 333.259773 248.492 \n",
       "L 333.259773 97.576445 \n",
       "L 326.745682 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_42&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 333.259773 248.492 \n",
       "L 339.773864 248.492 \n",
       "L 339.773864 97.576445 \n",
       "L 333.259773 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_43&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 339.773864 248.492 \n",
       "L 346.287955 248.492 \n",
       "L 346.287955 97.576445 \n",
       "L 339.773864 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_44&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 346.287955 248.492 \n",
       "L 352.802045 248.492 \n",
       "L 352.802045 22.118667 \n",
       "L 346.287955 22.118667 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_45&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 352.802045 248.492 \n",
       "L 359.316136 248.492 \n",
       "L 359.316136 97.576445 \n",
       "L 352.802045 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_46&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 359.316136 248.492 \n",
       "L 365.830227 248.492 \n",
       "L 365.830227 97.576445 \n",
       "L 359.316136 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_47&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 365.830227 248.492 \n",
       "L 372.344318 248.492 \n",
       "L 372.344318 97.576445 \n",
       "L 365.830227 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_48&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 372.344318 248.492 \n",
       "L 378.858409 248.492 \n",
       "L 378.858409 22.118667 \n",
       "L 372.344318 22.118667 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_49&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 378.858409 248.492 \n",
       "L 385.3725 248.492 \n",
       "L 385.3725 97.576445 \n",
       "L 378.858409 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_50&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 385.3725 248.492 \n",
       "L 391.886591 248.492 \n",
       "L 391.886591 97.576445 \n",
       "L 385.3725 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_51&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 391.886591 248.492 \n",
       "L 398.400682 248.492 \n",
       "L 398.400682 97.576445 \n",
       "L 391.886591 97.576445 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_52&gt;&lt;path clip-path=url(#pf9b568af99) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 398.400682 248.492 \n",
       "L 404.914773 248.492 \n",
       "L 404.914773 22.118667 \n",
       "L 398.400682 22.118667 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_53&gt;&lt;path style=fill:none; d=&quot;M 62.925 248.492 \n",
       "L 62.925 10.8 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_54&gt;&lt;path style=fill:none; d=&quot;M 421.2 248.492 \n",
       "L 421.2 10.8 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_55&gt;&lt;path style=fill:none; d=&quot;M 62.925 248.492 \n",
       "L 421.2 248.492 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_56&gt;&lt;path style=fill:none; d=&quot;M 62.925 10.8 \n",
       "L 421.2 10.8 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;defs&gt;&lt;clippath id=pf9b568af99&gt;&lt;rect height=237.692 width=358.275 x=62.925 y=10.8 /&gt;&lt;/clippath&gt;&lt;/defs&gt;&lt;/svg&gt;&lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with fixed size bins&lt;/strong&gt; (bins=50) &lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-5843726052248896494bottom--5843726052248896494common_values&gt;&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=105&gt;105&lt;/td&gt;&lt;td&gt;3500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.0%&gt; &amp;nbsp; &lt;/div&gt; 0.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=106&gt;106&lt;/td&gt;&lt;td&gt;3500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.0%&gt; &amp;nbsp; &lt;/div&gt; 0.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=132&gt;132&lt;/td&gt;&lt;td&gt;3500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.0%&gt; &amp;nbsp; &lt;/div&gt; 0.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=131&gt;131&lt;/td&gt;&lt;td&gt;3500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.0%&gt; &amp;nbsp; &lt;/div&gt; 0.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=130&gt;130&lt;/td&gt;&lt;td&gt;3500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.0%&gt; &amp;nbsp; &lt;/div&gt; 0.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=129&gt;129&lt;/td&gt;&lt;td&gt;3500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.0%&gt; &amp;nbsp; &lt;/div&gt; 0.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=128&gt;128&lt;/td&gt;&lt;td&gt;3500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.0%&gt; &amp;nbsp; &lt;/div&gt; 0.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=127&gt;127&lt;/td&gt;&lt;td&gt;3500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.0%&gt; &amp;nbsp; &lt;/div&gt; 0.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=126&gt;126&lt;/td&gt;&lt;td&gt;3500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.0%&gt; &amp;nbsp; &lt;/div&gt; 0.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=125&gt;125&lt;/td&gt;&lt;td&gt;3500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.0%&gt; &amp;nbsp; &lt;/div&gt; 0.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (103)&quot;&gt;Other values (103)&lt;/td&gt;&lt;td&gt;360000&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 91.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-5843726052248896494bottom--5843726052248896494extreme_values&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-tabs&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#-5843726052248896494extreme_values--5843726052248896494firstn aria-controls=-5843726052248896494extreme_values--5843726052248896494firstn role=tab data-toggle=tab&gt;Minimum 5 values&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-5843726052248896494extreme_values--5843726052248896494lastn aria-controls=-5843726052248896494extreme_values--5843726052248896494lastn role=tab data-toggle=tab&gt;Maximum 5 values&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=-5843726052248896494extreme_values--5843726052248896494firstn&gt;&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=49&gt;49&lt;/td&gt;&lt;td&gt;3000&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:85.7%&gt; 0.8% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=50&gt;50&lt;/td&gt;&lt;td&gt;3500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 0.9% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=51&gt;51&lt;/td&gt;&lt;td&gt;3500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 0.9% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=52&gt;52&lt;/td&gt;&lt;td&gt;3500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 0.9% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=53&gt;53&lt;/td&gt;&lt;td&gt;3500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 0.9% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-5843726052248896494extreme_values--5843726052248896494lastn&gt;&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=161&gt;161&lt;/td&gt;&lt;td&gt;3500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 0.9% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=160&gt;160&lt;/td&gt;&lt;td&gt;3500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 0.9% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=159&gt;159&lt;/td&gt;&lt;td&gt;3500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 0.9% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=158&gt;158&lt;/td&gt;&lt;td&gt;3500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 0.9% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=157&gt;157&lt;/td&gt;&lt;td&gt;3500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 0.9% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=pp_var_7036263841220590618&gt;&lt;/a&gt;&lt;div class=variable&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4 title=sell_price&gt;&lt;a href=#pp_var_7036263841220590618&gt;sell_price&lt;/a&gt;&lt;br&gt;&lt;small&gt;Real number (&amp;Ropf;&lt;sub&gt;&amp;ge;0&lt;/sub&gt;)&lt;/small&gt;&lt;/p&gt;&lt;p class=variable-description&gt;&lt;/p&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Distinct&lt;/th&gt;&lt;td&gt;107&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct (%)&lt;/th&gt;&lt;td&gt;&lt; 0.1%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Infinite&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Infinite (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Mean&lt;/th&gt;&lt;td&gt;4.987643544&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Minimum&lt;/th&gt;&lt;td&gt;0.05&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Maximum&lt;/th&gt;&lt;td&gt;44.36&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Zeros&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Zeros (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Memory size&lt;/th&gt;&lt;td&gt;6.0 MiB&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;?xml version=&quot;1.0&quot; encoding=&quot;utf-8&quot; standalone=&quot;no&quot;?&gt;&lt;!DOCTYPE svg class=&quot;img-responsive center-img&quot;PUBLIC &quot;-//W3C//DTD SVG 1.1//EN&quot;\n",
       "  &quot;http:https://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd&quot;&gt;&lt;svg class=&quot;img-responsive center-img&quot; height=162pt version=1.1 viewbox=&quot;0 0 216 162&quot; width=216pt xmlns=http:https://www.w3.org/2000/svg xmlns:xlink=http:https://www.w3.org/1999/xlink&gt;&lt;metadata&gt;&lt;rdf:rdf xmlns:cc=http:https://creativecommons.org/ns# xmlns:dc=http:https://purl.org/dc/elements/1.1/ xmlns:rdf=http:https://www.w3.org/1999/02/22-rdf-syntax-ns#&gt;&lt;cc:work&gt;&lt;dc:type rdf:resource=http:https://purl.org/dc/dcmitype/StillImage /&gt;&lt;dc:date&gt;2021-03-20T18:19:25.827291&lt;/dc:date&gt;&lt;dc:format&gt;image/svg+xml&lt;/dc:format&gt;&lt;dc:creator&gt;&lt;cc:agent&gt;&lt;dc:title&gt;Matplotlib v3.3.2, https://matplotlib.org/&lt;/dc:title&gt;&lt;/cc:agent&gt;&lt;/dc:creator&gt;&lt;/cc:work&gt;&lt;/rdf:rdf&gt;&lt;/metadata&gt;&lt;defs&gt;&lt;style type=text/css&gt;*{stroke-linecap:butt;stroke-linejoin:round;}&lt;/style&gt;&lt;/defs&gt;&lt;g id=figure_1&gt;&lt;g id=patch_1&gt;&lt;path style=fill:#ffffff; d=&quot;M 0 162 \n",
       "L 216 162 \n",
       "L 216 0 \n",
       "L 0 0 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=axes_1&gt;&lt;g id=patch_2&gt;&lt;path style=fill:#ffffff; d=&quot;M 10.8 130.093398 \n",
       "L 205.2 130.093398 \n",
       "L 205.2 10.8 \n",
       "L 10.8 10.8 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=matplotlib.axis_1&gt;&lt;g id=xtick_1&gt;&lt;g id=text_1&gt;&lt;g style=fill:#262626; transform=&quot;translate(19.326457 147.78821)rotate(-45)scale(0.08 -0.08)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-48 d=&quot;M 4.15625 35.296875 \n",
       "Q 4.15625 48 6.765625 55.734375 \n",
       "Q 9.375 63.484375 14.515625 67.671875 \n",
       "Q 19.671875 71.875 27.484375 71.875 \n",
       "Q 33.25 71.875 37.59375 69.546875 \n",
       "Q 41.9375 67.234375 44.765625 62.859375 \n",
       "Q 47.609375 58.5 49.21875 52.21875 \n",
       "Q 50.828125 45.953125 50.828125 35.296875 \n",
       "Q 50.828125 22.703125 48.234375 14.96875 \n",
       "Q 45.65625 7.234375 40.5 3 \n",
       "Q 35.359375 -1.21875 27.484375 -1.21875 \n",
       "Q 17.140625 -1.21875 11.234375 6.203125 \n",
       "Q 4.15625 15.140625 4.15625 35.296875 \n",
       "z\n",
       "M 13.1875 35.296875 \n",
       "Q 13.1875 17.671875 17.3125 11.828125 \n",
       "Q 21.4375 6 27.484375 6 \n",
       "Q 33.546875 6 37.671875 11.859375 \n",
       "Q 41.796875 17.71875 41.796875 35.296875 \n",
       "Q 41.796875 52.984375 37.671875 58.78125 \n",
       "Q 33.546875 64.59375 27.390625 64.59375 \n",
       "Q 21.34375 64.59375 17.71875 59.46875 \n",
       "Q 13.1875 52.9375 13.1875 35.296875 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_2&gt;&lt;g id=text_2&gt;&lt;g style=fill:#262626; transform=&quot;translate(57.637872 150.933951)rotate(-45)scale(0.08 -0.08)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-49 d=&quot;M 37.25 0 \n",
       "L 28.46875 0 \n",
       "L 28.46875 56 \n",
       "Q 25.296875 52.984375 20.140625 49.953125 \n",
       "Q 14.984375 46.921875 10.890625 45.40625 \n",
       "L 10.890625 53.90625 \n",
       "Q 18.265625 57.375 23.78125 62.296875 \n",
       "Q 29.296875 67.234375 31.59375 71.875 \n",
       "L 37.25 71.875 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_3&gt;&lt;g id=text_3&gt;&lt;g style=fill:#262626; transform=&quot;translate(97.522159 150.933951)rotate(-45)scale(0.08 -0.08)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-50 d=&quot;M 50.34375 8.453125 \n",
       "L 50.34375 0 \n",
       "L 3.03125 0 \n",
       "Q 2.9375 3.171875 4.046875 6.109375 \n",
       "Q 5.859375 10.9375 9.828125 15.625 \n",
       "Q 13.8125 20.3125 21.34375 26.46875 \n",
       "Q 33.015625 36.03125 37.109375 41.625 \n",
       "Q 41.21875 47.21875 41.21875 52.203125 \n",
       "Q 41.21875 57.421875 37.46875 61 \n",
       "Q 33.734375 64.59375 27.734375 64.59375 \n",
       "Q 21.390625 64.59375 17.578125 60.78125 \n",
       "Q 13.765625 56.984375 13.71875 50.25 \n",
       "L 4.6875 51.171875 \n",
       "Q 5.609375 61.28125 11.65625 66.578125 \n",
       "Q 17.71875 71.875 27.9375 71.875 \n",
       "Q 38.234375 71.875 44.234375 66.15625 \n",
       "Q 50.25 60.453125 50.25 52 \n",
       "Q 50.25 47.703125 48.484375 43.546875 \n",
       "Q 46.734375 39.40625 42.65625 34.8125 \n",
       "Q 38.578125 30.21875 29.109375 22.21875 \n",
       "Q 21.1875 15.578125 18.9375 13.203125 \n",
       "Q 16.703125 10.84375 15.234375 8.453125 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-50 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_4&gt;&lt;g id=text_4&gt;&lt;g style=fill:#262626; transform=&quot;translate(137.406445 150.933951)rotate(-45)scale(0.08 -0.08)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-51 d=&quot;M 4.203125 18.890625 \n",
       "L 12.984375 20.0625 \n",
       "Q 14.5 12.59375 18.140625 9.296875 \n",
       "Q 21.78125 6 27 6 \n",
       "Q 33.203125 6 37.46875 10.296875 \n",
       "Q 41.75 14.59375 41.75 20.953125 \n",
       "Q 41.75 27 37.796875 30.921875 \n",
       "Q 33.84375 34.859375 27.734375 34.859375 \n",
       "Q 25.25 34.859375 21.53125 33.890625 \n",
       "L 22.515625 41.609375 \n",
       "Q 23.390625 41.5 23.921875 41.5 \n",
       "Q 29.546875 41.5 34.03125 44.421875 \n",
       "Q 38.53125 47.359375 38.53125 53.46875 \n",
       "Q 38.53125 58.296875 35.25 61.46875 \n",
       "Q 31.984375 64.65625 26.8125 64.65625 \n",
       "Q 21.6875 64.65625 18.265625 61.421875 \n",
       "Q 14.84375 58.203125 13.875 51.765625 \n",
       "L 5.078125 53.328125 \n",
       "Q 6.6875 62.15625 12.390625 67.015625 \n",
       "Q 18.109375 71.875 26.609375 71.875 \n",
       "Q 32.46875 71.875 37.390625 69.359375 \n",
       "Q 42.328125 66.84375 44.9375 62.5 \n",
       "Q 47.5625 58.15625 47.5625 53.265625 \n",
       "Q 47.5625 48.640625 45.0625 44.828125 \n",
       "Q 42.578125 41.015625 37.703125 38.765625 \n",
       "Q 44.046875 37.3125 47.5625 32.6875 \n",
       "Q 51.078125 28.078125 51.078125 21.140625 \n",
       "Q 51.078125 11.765625 44.234375 5.25 \n",
       "Q 37.40625 -1.265625 26.953125 -1.265625 \n",
       "Q 17.53125 -1.265625 11.296875 4.34375 \n",
       "Q 5.078125 9.96875 4.203125 18.890625 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-51 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_5&gt;&lt;g id=text_5&gt;&lt;g style=fill:#262626; transform=&quot;translate(177.290731 150.933951)rotate(-45)scale(0.08 -0.08)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-52 d=&quot;M 32.328125 0 \n",
       "L 32.328125 17.140625 \n",
       "L 1.265625 17.140625 \n",
       "L 1.265625 25.203125 \n",
       "L 33.9375 71.578125 \n",
       "L 41.109375 71.578125 \n",
       "L 41.109375 25.203125 \n",
       "L 50.78125 25.203125 \n",
       "L 50.78125 17.140625 \n",
       "L 41.109375 17.140625 \n",
       "L 41.109375 0 \n",
       "z\n",
       "M 32.328125 25.203125 \n",
       "L 32.328125 57.46875 \n",
       "L 9.90625 25.203125 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-52 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=patch_3&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 19.636364 130.093398 \n",
       "L 23.170909 130.093398 \n",
       "L 23.170909 117.776386 \n",
       "L 19.636364 117.776386 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_4&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 23.170909 130.093398 \n",
       "L 26.705455 130.093398 \n",
       "L 26.705455 104.698193 \n",
       "L 23.170909 104.698193 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_5&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 26.705455 130.093398 \n",
       "L 30.24 130.093398 \n",
       "L 30.24 16.480638 \n",
       "L 26.705455 16.480638 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_6&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 30.24 130.093398 \n",
       "L 33.774545 130.093398 \n",
       "L 33.774545 49.813866 \n",
       "L 30.24 49.813866 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_7&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 33.774545 130.093398 \n",
       "L 37.309091 130.093398 \n",
       "L 37.309091 26.233443 \n",
       "L 33.774545 26.233443 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_8&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 37.309091 130.093398 \n",
       "L 40.843636 130.093398 \n",
       "L 40.843636 105.27569 \n",
       "L 37.309091 105.27569 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_9&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 40.843636 130.093398 \n",
       "L 44.378182 130.093398 \n",
       "L 44.378182 79.442586 \n",
       "L 40.843636 79.442586 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_10&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 44.378182 130.093398 \n",
       "L 47.912727 130.093398 \n",
       "L 47.912727 28.685972 \n",
       "L 44.378182 28.685972 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_11&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 47.912727 130.093398 \n",
       "L 51.447273 130.093398 \n",
       "L 51.447273 118.274532 \n",
       "L 47.912727 118.274532 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_12&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 51.447273 130.093398 \n",
       "L 54.981818 130.093398 \n",
       "L 54.981818 120.250956 \n",
       "L 51.447273 120.250956 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_13&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 54.981818 130.093398 \n",
       "L 58.516364 130.093398 \n",
       "L 58.516364 117.251788 \n",
       "L 54.981818 117.251788 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_14&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 58.516364 130.093398 \n",
       "L 62.050909 130.093398 \n",
       "L 62.050909 118.462623 \n",
       "L 58.516364 118.462623 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_15&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 62.050909 130.093398 \n",
       "L 65.585455 130.093398 \n",
       "L 65.585455 129.961147 \n",
       "L 62.050909 129.961147 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_16&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 65.585455 130.093398 \n",
       "L 69.12 130.093398 \n",
       "L 69.12 120.045232 \n",
       "L 65.585455 120.045232 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_17&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 69.12 130.093398 \n",
       "L 72.654545 130.093398 \n",
       "L 72.654545 129.950861 \n",
       "L 69.12 129.950861 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_18&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 72.654545 130.093398 \n",
       "L 76.189091 130.093398 \n",
       "L 76.189091 130.093398 \n",
       "L 72.654545 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_19&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 76.189091 130.093398 \n",
       "L 79.723636 130.093398 \n",
       "L 79.723636 130.093398 \n",
       "L 76.189091 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_20&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 79.723636 130.093398 \n",
       "L 83.258182 130.093398 \n",
       "L 83.258182 130.093398 \n",
       "L 79.723636 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_21&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 83.258182 130.093398 \n",
       "L 86.792727 130.093398 \n",
       "L 86.792727 130.093398 \n",
       "L 83.258182 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_22&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 86.792727 130.093398 \n",
       "L 90.327273 130.093398 \n",
       "L 90.327273 130.093398 \n",
       "L 86.792727 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_23&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 90.327273 130.093398 \n",
       "L 93.861818 130.093398 \n",
       "L 93.861818 130.06254 \n",
       "L 90.327273 130.06254 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_24&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 93.861818 130.093398 \n",
       "L 97.396364 130.093398 \n",
       "L 97.396364 130.093398 \n",
       "L 93.861818 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_25&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 97.396364 130.093398 \n",
       "L 100.930909 130.093398 \n",
       "L 100.930909 130.093398 \n",
       "L 97.396364 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_26&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 100.930909 130.093398 \n",
       "L 104.465455 130.093398 \n",
       "L 104.465455 130.093398 \n",
       "L 100.930909 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_27&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 104.465455 130.093398 \n",
       "L 108 130.093398 \n",
       "L 108 130.093398 \n",
       "L 104.465455 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_28&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 108 130.093398 \n",
       "L 111.534545 130.093398 \n",
       "L 111.534545 130.093398 \n",
       "L 108 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_29&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 111.534545 130.093398 \n",
       "L 115.069091 130.093398 \n",
       "L 115.069091 130.093398 \n",
       "L 111.534545 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_30&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 115.069091 130.093398 \n",
       "L 118.603636 130.093398 \n",
       "L 118.603636 130.093398 \n",
       "L 115.069091 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_31&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 118.603636 130.093398 \n",
       "L 122.138182 130.093398 \n",
       "L 122.138182 125.345573 \n",
       "L 118.603636 125.345573 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_32&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 122.138182 130.093398 \n",
       "L 125.672727 130.093398 \n",
       "L 125.672727 128.087586 \n",
       "L 122.138182 128.087586 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_33&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 125.672727 130.093398 \n",
       "L 129.207273 130.093398 \n",
       "L 129.207273 125.269161 \n",
       "L 125.672727 125.269161 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_34&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 129.207273 130.093398 \n",
       "L 132.741818 130.093398 \n",
       "L 132.741818 130.093398 \n",
       "L 129.207273 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_35&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 132.741818 130.093398 \n",
       "L 136.276364 130.093398 \n",
       "L 136.276364 130.093398 \n",
       "L 132.741818 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_36&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 136.276364 130.093398 \n",
       "L 139.810909 130.093398 \n",
       "L 139.810909 130.093398 \n",
       "L 136.276364 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_37&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 139.810909 130.093398 \n",
       "L 143.345455 130.093398 \n",
       "L 143.345455 130.093398 \n",
       "L 139.810909 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_38&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 143.345455 130.093398 \n",
       "L 146.88 130.093398 \n",
       "L 146.88 130.093398 \n",
       "L 143.345455 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_39&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 146.88 130.093398 \n",
       "L 150.414545 130.093398 \n",
       "L 150.414545 130.093398 \n",
       "L 146.88 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_40&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 150.414545 130.093398 \n",
       "L 153.949091 130.093398 \n",
       "L 153.949091 130.093398 \n",
       "L 150.414545 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_41&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 153.949091 130.093398 \n",
       "L 157.483636 130.093398 \n",
       "L 157.483636 130.093398 \n",
       "L 153.949091 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_42&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 157.483636 130.093398 \n",
       "L 161.018182 130.093398 \n",
       "L 161.018182 130.093398 \n",
       "L 157.483636 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_43&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 161.018182 130.093398 \n",
       "L 164.552727 130.093398 \n",
       "L 164.552727 130.093398 \n",
       "L 161.018182 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_44&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 164.552727 130.093398 \n",
       "L 168.087273 130.093398 \n",
       "L 168.087273 130.093398 \n",
       "L 164.552727 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_45&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 168.087273 130.093398 \n",
       "L 171.621818 130.093398 \n",
       "L 171.621818 130.093398 \n",
       "L 168.087273 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_46&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 171.621818 130.093398 \n",
       "L 175.156364 130.093398 \n",
       "L 175.156364 130.093398 \n",
       "L 171.621818 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_47&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 175.156364 130.093398 \n",
       "L 178.690909 130.093398 \n",
       "L 178.690909 130.093398 \n",
       "L 175.156364 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_48&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 178.690909 130.093398 \n",
       "L 182.225455 130.093398 \n",
       "L 182.225455 130.093398 \n",
       "L 178.690909 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_49&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 182.225455 130.093398 \n",
       "L 185.76 130.093398 \n",
       "L 185.76 130.093398 \n",
       "L 182.225455 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_50&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 185.76 130.093398 \n",
       "L 189.294545 130.093398 \n",
       "L 189.294545 130.093398 \n",
       "L 185.76 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_51&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 189.294545 130.093398 \n",
       "L 192.829091 130.093398 \n",
       "L 192.829091 130.093398 \n",
       "L 189.294545 130.093398 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_52&gt;&lt;path clip-path=url(#p1c353bc2cb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 192.829091 130.093398 \n",
       "L 196.363636 130.093398 \n",
       "L 196.363636 130.06254 \n",
       "L 192.829091 130.06254 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_53&gt;&lt;path style=fill:none; d=&quot;M 10.8 130.093398 \n",
       "L 10.8 10.8 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_54&gt;&lt;path style=fill:none; d=&quot;M 205.2 130.093398 \n",
       "L 205.2 10.8 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_55&gt;&lt;path style=fill:none; d=&quot;M 10.8 130.093398 \n",
       "L 205.2 130.093398 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_56&gt;&lt;path style=fill:none; d=&quot;M 10.8 10.8 \n",
       "L 205.2 10.8 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;defs&gt;&lt;clippath id=p1c353bc2cb&gt;&lt;rect height=119.293398 width=194.4 x=10.8 y=10.8 /&gt;&lt;/clippath&gt;&lt;/defs&gt;&lt;/svg&gt;&lt;/div&gt;&lt;div class=&quot;col-sm-12 text-right&quot;&gt;&lt;button class=&quot;btn btn-default btn-sm&quot; data-toggle=collapse data-target=&quot;#bottom-7036263841220590618, #minifreqtable7036263841220590618&quot; aria-expanded=true aria-controls=collapseExample&gt;Toggle details&lt;/button&gt;&lt;/div&gt;&lt;div id=bottom-7036263841220590618 class=collapse&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-tabs&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#7036263841220590618bottom-7036263841220590618statistics aria-controls=7036263841220590618bottom-7036263841220590618statistics role=tab data-toggle=tab&gt;Statistics&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#7036263841220590618bottom-7036263841220590618histogram aria-controls=7036263841220590618bottom-7036263841220590618histogram role=tab data-toggle=tab&gt;Histogram&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#7036263841220590618bottom-7036263841220590618common_values aria-controls=7036263841220590618bottom-7036263841220590618common_values role=tab data-toggle=tab&gt;Common values&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#7036263841220590618bottom-7036263841220590618extreme_values aria-controls=7036263841220590618bottom-7036263841220590618extreme_values role=tab data-toggle=tab&gt;Extreme values&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=7036263841220590618bottom-7036263841220590618statistics&gt;&lt;div class=col-sm-6&gt;&lt;p class=h4&gt;Quantile statistics&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Minimum&lt;/th&gt;&lt;td&gt;0.05&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;5-th percentile&lt;/th&gt;&lt;td&gt;0.98&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Q1&lt;/th&gt;&lt;td&gt;2.68&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;median&lt;/th&gt;&lt;td&gt;3.98&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Q3&lt;/th&gt;&lt;td&gt;6.48&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;95-th percentile&lt;/th&gt;&lt;td&gt;9.97&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Maximum&lt;/th&gt;&lt;td&gt;44.36&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Range&lt;/th&gt;&lt;td&gt;44.31&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Interquartile range (IQR)&lt;/th&gt;&lt;td&gt;3.8&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-6&gt;&lt;p class=h4&gt;Descriptive statistics&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Standard deviation&lt;/th&gt;&lt;td&gt;3.874443852&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Coefficient of variation (CV)&lt;/th&gt;&lt;td&gt;0.7768084903&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Kurtosis&lt;/th&gt;&lt;td&gt;15.24140991&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Mean&lt;/th&gt;&lt;td&gt;4.987643544&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Median Absolute Deviation (MAD)&lt;/th&gt;&lt;td&gt;1.96&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Skewness&lt;/th&gt;&lt;td&gt;3.269740535&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Sum&lt;/th&gt;&lt;td&gt;1970119.2&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Variance&lt;/th&gt;&lt;td&gt;15.01131516&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Monotocity&lt;/th&gt;&lt;td&gt;Not monotonic&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=7036263841220590618bottom-7036263841220590618histogram&gt;&lt;?xml version=&quot;1.0&quot; encoding=&quot;utf-8&quot; standalone=&quot;no&quot;?&gt;&lt;!DOCTYPE svg class=&quot;img-responsive center-img&quot;PUBLIC &quot;-//W3C//DTD SVG 1.1//EN&quot;\n",
       "  &quot;http:https://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd&quot;&gt;&lt;svg class=&quot;img-responsive center-img&quot; height=288pt version=1.1 viewbox=&quot;0 0 432 288&quot; width=432pt xmlns=http:https://www.w3.org/2000/svg xmlns:xlink=http:https://www.w3.org/1999/xlink&gt;&lt;metadata&gt;&lt;rdf:rdf xmlns:cc=http:https://creativecommons.org/ns# xmlns:dc=http:https://purl.org/dc/elements/1.1/ xmlns:rdf=http:https://www.w3.org/1999/02/22-rdf-syntax-ns#&gt;&lt;cc:work&gt;&lt;dc:type rdf:resource=http:https://purl.org/dc/dcmitype/StillImage /&gt;&lt;dc:date&gt;2021-03-20T18:19:26.124098&lt;/dc:date&gt;&lt;dc:format&gt;image/svg+xml&lt;/dc:format&gt;&lt;dc:creator&gt;&lt;cc:agent&gt;&lt;dc:title&gt;Matplotlib v3.3.2, https://matplotlib.org/&lt;/dc:title&gt;&lt;/cc:agent&gt;&lt;/dc:creator&gt;&lt;/cc:work&gt;&lt;/rdf:rdf&gt;&lt;/metadata&gt;&lt;defs&gt;&lt;style type=text/css&gt;*{stroke-linecap:butt;stroke-linejoin:round;}&lt;/style&gt;&lt;/defs&gt;&lt;g id=figure_1&gt;&lt;g id=patch_1&gt;&lt;path style=fill:#ffffff; d=&quot;M 0 288 \n",
       "L 432 288 \n",
       "L 432 0 \n",
       "L 0 0 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=axes_1&gt;&lt;g id=patch_2&gt;&lt;path style=fill:#ffffff; d=&quot;M 62.925 252.469476 \n",
       "L 421.2 252.469476 \n",
       "L 421.2 11.134628 \n",
       "L 62.925 11.134628 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=matplotlib.axis_1&gt;&lt;g id=xtick_1&gt;&lt;g id=text_1&gt;&lt;g style=fill:#262626; transform=&quot;translate(78.704591 271.96299)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-48 d=&quot;M 4.15625 35.296875 \n",
       "Q 4.15625 48 6.765625 55.734375 \n",
       "Q 9.375 63.484375 14.515625 67.671875 \n",
       "Q 19.671875 71.875 27.484375 71.875 \n",
       "Q 33.25 71.875 37.59375 69.546875 \n",
       "Q 41.9375 67.234375 44.765625 62.859375 \n",
       "Q 47.609375 58.5 49.21875 52.21875 \n",
       "Q 50.828125 45.953125 50.828125 35.296875 \n",
       "Q 50.828125 22.703125 48.234375 14.96875 \n",
       "Q 45.65625 7.234375 40.5 3 \n",
       "Q 35.359375 -1.21875 27.484375 -1.21875 \n",
       "Q 17.140625 -1.21875 11.234375 6.203125 \n",
       "Q 4.15625 15.140625 4.15625 35.296875 \n",
       "z\n",
       "M 13.1875 35.296875 \n",
       "Q 13.1875 17.671875 17.3125 11.828125 \n",
       "Q 21.4375 6 27.484375 6 \n",
       "Q 33.546875 6 37.671875 11.859375 \n",
       "Q 41.796875 17.71875 41.796875 35.296875 \n",
       "Q 41.796875 52.984375 37.671875 58.78125 \n",
       "Q 33.546875 64.59375 27.390625 64.59375 \n",
       "Q 21.34375 64.59375 17.71875 59.46875 \n",
       "Q 13.1875 52.9375 13.1875 35.296875 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_2&gt;&lt;g id=text_2&gt;&lt;g style=fill:#262626; transform=&quot;translate(150.244381 275.895167)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-49 d=&quot;M 37.25 0 \n",
       "L 28.46875 0 \n",
       "L 28.46875 56 \n",
       "Q 25.296875 52.984375 20.140625 49.953125 \n",
       "Q 14.984375 46.921875 10.890625 45.40625 \n",
       "L 10.890625 53.90625 \n",
       "Q 18.265625 57.375 23.78125 62.296875 \n",
       "Q 29.296875 67.234375 31.59375 71.875 \n",
       "L 37.25 71.875 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_3&gt;&lt;g id=text_3&gt;&lt;g style=fill:#262626; transform=&quot;translate(223.750259 275.895167)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-50 d=&quot;M 50.34375 8.453125 \n",
       "L 50.34375 0 \n",
       "L 3.03125 0 \n",
       "Q 2.9375 3.171875 4.046875 6.109375 \n",
       "Q 5.859375 10.9375 9.828125 15.625 \n",
       "Q 13.8125 20.3125 21.34375 26.46875 \n",
       "Q 33.015625 36.03125 37.109375 41.625 \n",
       "Q 41.21875 47.21875 41.21875 52.203125 \n",
       "Q 41.21875 57.421875 37.46875 61 \n",
       "Q 33.734375 64.59375 27.734375 64.59375 \n",
       "Q 21.390625 64.59375 17.578125 60.78125 \n",
       "Q 13.765625 56.984375 13.71875 50.25 \n",
       "L 4.6875 51.171875 \n",
       "Q 5.609375 61.28125 11.65625 66.578125 \n",
       "Q 17.71875 71.875 27.9375 71.875 \n",
       "Q 38.234375 71.875 44.234375 66.15625 \n",
       "Q 50.25 60.453125 50.25 52 \n",
       "Q 50.25 47.703125 48.484375 43.546875 \n",
       "Q 46.734375 39.40625 42.65625 34.8125 \n",
       "Q 38.578125 30.21875 29.109375 22.21875 \n",
       "Q 21.1875 15.578125 18.9375 13.203125 \n",
       "Q 16.703125 10.84375 15.234375 8.453125 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-50 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_4&gt;&lt;g id=text_4&gt;&lt;g style=fill:#262626; transform=&quot;translate(297.256137 275.895167)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-51 d=&quot;M 4.203125 18.890625 \n",
       "L 12.984375 20.0625 \n",
       "Q 14.5 12.59375 18.140625 9.296875 \n",
       "Q 21.78125 6 27 6 \n",
       "Q 33.203125 6 37.46875 10.296875 \n",
       "Q 41.75 14.59375 41.75 20.953125 \n",
       "Q 41.75 27 37.796875 30.921875 \n",
       "Q 33.84375 34.859375 27.734375 34.859375 \n",
       "Q 25.25 34.859375 21.53125 33.890625 \n",
       "L 22.515625 41.609375 \n",
       "Q 23.390625 41.5 23.921875 41.5 \n",
       "Q 29.546875 41.5 34.03125 44.421875 \n",
       "Q 38.53125 47.359375 38.53125 53.46875 \n",
       "Q 38.53125 58.296875 35.25 61.46875 \n",
       "Q 31.984375 64.65625 26.8125 64.65625 \n",
       "Q 21.6875 64.65625 18.265625 61.421875 \n",
       "Q 14.84375 58.203125 13.875 51.765625 \n",
       "L 5.078125 53.328125 \n",
       "Q 6.6875 62.15625 12.390625 67.015625 \n",
       "Q 18.109375 71.875 26.609375 71.875 \n",
       "Q 32.46875 71.875 37.390625 69.359375 \n",
       "Q 42.328125 66.84375 44.9375 62.5 \n",
       "Q 47.5625 58.15625 47.5625 53.265625 \n",
       "Q 47.5625 48.640625 45.0625 44.828125 \n",
       "Q 42.578125 41.015625 37.703125 38.765625 \n",
       "Q 44.046875 37.3125 47.5625 32.6875 \n",
       "Q 51.078125 28.078125 51.078125 21.140625 \n",
       "Q 51.078125 11.765625 44.234375 5.25 \n",
       "Q 37.40625 -1.265625 26.953125 -1.265625 \n",
       "Q 17.53125 -1.265625 11.296875 4.34375 \n",
       "Q 5.078125 9.96875 4.203125 18.890625 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-51 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=xtick_5&gt;&lt;g id=text_5&gt;&lt;g style=fill:#262626; transform=&quot;translate(370.762015 275.895167)rotate(-45)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-52 d=&quot;M 32.328125 0 \n",
       "L 32.328125 17.140625 \n",
       "L 1.265625 17.140625 \n",
       "L 1.265625 25.203125 \n",
       "L 33.9375 71.578125 \n",
       "L 41.109375 71.578125 \n",
       "L 41.109375 25.203125 \n",
       "L 50.78125 25.203125 \n",
       "L 50.78125 17.140625 \n",
       "L 41.109375 17.140625 \n",
       "L 41.109375 0 \n",
       "z\n",
       "M 32.328125 25.203125 \n",
       "L 32.328125 57.46875 \n",
       "L 9.90625 25.203125 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-52 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=matplotlib.axis_2&gt;&lt;g id=ytick_1&gt;&lt;g id=text_6&gt;&lt;g style=fill:#262626; transform=&quot;translate(46.864063 256.048382)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_2&gt;&lt;g id=text_7&gt;&lt;g style=fill:#262626; transform=&quot;translate(24.620313 226.320679)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-49 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_3&gt;&lt;g id=text_8&gt;&lt;g style=fill:#262626; transform=&quot;translate(24.620313 196.592975)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-50 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_4&gt;&lt;g id=text_9&gt;&lt;g style=fill:#262626; transform=&quot;translate(24.620313 166.865272)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-51 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_5&gt;&lt;g id=text_10&gt;&lt;g style=fill:#262626; transform=&quot;translate(24.620313 137.137568)scale(0.1 -0.1)&quot;&gt;&lt;use xlink:href=#ArialMT-52 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_6&gt;&lt;g id=text_11&gt;&lt;g style=fill:#262626; transform=&quot;translate(24.620313 107.409865)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-53 d=&quot;M 4.15625 18.75 \n",
       "L 13.375 19.53125 \n",
       "Q 14.40625 12.796875 18.140625 9.390625 \n",
       "Q 21.875 6 27.15625 6 \n",
       "Q 33.5 6 37.890625 10.78125 \n",
       "Q 42.28125 15.578125 42.28125 23.484375 \n",
       "Q 42.28125 31 38.0625 35.34375 \n",
       "Q 33.84375 39.703125 27 39.703125 \n",
       "Q 22.75 39.703125 19.328125 37.765625 \n",
       "Q 15.921875 35.84375 13.96875 32.765625 \n",
       "L 5.71875 33.84375 \n",
       "L 12.640625 70.609375 \n",
       "L 48.25 70.609375 \n",
       "L 48.25 62.203125 \n",
       "L 19.671875 62.203125 \n",
       "L 15.828125 42.96875 \n",
       "Q 22.265625 47.46875 29.34375 47.46875 \n",
       "Q 38.71875 47.46875 45.15625 40.96875 \n",
       "Q 51.609375 34.46875 51.609375 24.265625 \n",
       "Q 51.609375 14.546875 45.953125 7.46875 \n",
       "Q 39.0625 -1.21875 27.15625 -1.21875 \n",
       "Q 17.390625 -1.21875 11.203125 4.25 \n",
       "Q 5.03125 9.71875 4.15625 18.75 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-53 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_7&gt;&lt;g id=text_12&gt;&lt;g style=fill:#262626; transform=&quot;translate(24.620313 77.682161)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-54 d=&quot;M 49.75 54.046875 \n",
       "L 41.015625 53.375 \n",
       "Q 39.84375 58.546875 37.703125 60.890625 \n",
       "Q 34.125 64.65625 28.90625 64.65625 \n",
       "Q 24.703125 64.65625 21.53125 62.3125 \n",
       "Q 17.390625 59.28125 14.984375 53.46875 \n",
       "Q 12.59375 47.65625 12.5 36.921875 \n",
       "Q 15.671875 41.75 20.265625 44.09375 \n",
       "Q 24.859375 46.4375 29.890625 46.4375 \n",
       "Q 38.671875 46.4375 44.84375 39.96875 \n",
       "Q 51.03125 33.5 51.03125 23.25 \n",
       "Q 51.03125 16.5 48.125 10.71875 \n",
       "Q 45.21875 4.9375 40.140625 1.859375 \n",
       "Q 35.0625 -1.21875 28.609375 -1.21875 \n",
       "Q 17.625 -1.21875 10.6875 6.859375 \n",
       "Q 3.765625 14.9375 3.765625 33.5 \n",
       "Q 3.765625 54.25 11.421875 63.671875 \n",
       "Q 18.109375 71.875 29.4375 71.875 \n",
       "Q 37.890625 71.875 43.28125 67.140625 \n",
       "Q 48.6875 62.40625 49.75 54.046875 \n",
       "z\n",
       "M 13.875 23.1875 \n",
       "Q 13.875 18.65625 15.796875 14.5 \n",
       "Q 17.71875 10.359375 21.1875 8.171875 \n",
       "Q 24.65625 6 28.46875 6 \n",
       "Q 34.03125 6 38.03125 10.484375 \n",
       "Q 42.046875 14.984375 42.046875 22.703125 \n",
       "Q 42.046875 30.125 38.078125 34.390625 \n",
       "Q 34.125 38.671875 28.125 38.671875 \n",
       "Q 22.171875 38.671875 18.015625 34.390625 \n",
       "Q 13.875 30.125 13.875 23.1875 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-54 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_8&gt;&lt;g id=text_13&gt;&lt;g style=fill:#262626; transform=&quot;translate(24.620313 47.954458)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-55 d=&quot;M 4.734375 62.203125 \n",
       "L 4.734375 70.65625 \n",
       "L 51.078125 70.65625 \n",
       "L 51.078125 63.8125 \n",
       "Q 44.234375 56.546875 37.515625 44.484375 \n",
       "Q 30.8125 32.421875 27.15625 19.671875 \n",
       "Q 24.515625 10.6875 23.78125 0 \n",
       "L 14.75 0 \n",
       "Q 14.890625 8.453125 18.0625 20.40625 \n",
       "Q 21.234375 32.375 27.171875 43.484375 \n",
       "Q 33.109375 54.59375 39.796875 62.203125 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-55 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=ytick_9&gt;&lt;g id=text_14&gt;&lt;g style=fill:#262626; transform=&quot;translate(24.620313 18.226754)scale(0.1 -0.1)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-56 d=&quot;M 17.671875 38.8125 \n",
       "Q 12.203125 40.828125 9.5625 44.53125 \n",
       "Q 6.9375 48.25 6.9375 53.421875 \n",
       "Q 6.9375 61.234375 12.546875 66.546875 \n",
       "Q 18.171875 71.875 27.484375 71.875 \n",
       "Q 36.859375 71.875 42.578125 66.421875 \n",
       "Q 48.296875 60.984375 48.296875 53.171875 \n",
       "Q 48.296875 48.1875 45.671875 44.5 \n",
       "Q 43.0625 40.828125 37.75 38.8125 \n",
       "Q 44.34375 36.671875 47.78125 31.875 \n",
       "Q 51.21875 27.09375 51.21875 20.453125 \n",
       "Q 51.21875 11.28125 44.71875 5.03125 \n",
       "Q 38.234375 -1.21875 27.640625 -1.21875 \n",
       "Q 17.046875 -1.21875 10.546875 5.046875 \n",
       "Q 4.046875 11.328125 4.046875 20.703125 \n",
       "Q 4.046875 27.6875 7.59375 32.390625 \n",
       "Q 11.140625 37.109375 17.671875 38.8125 \n",
       "z\n",
       "M 15.921875 53.71875 \n",
       "Q 15.921875 48.640625 19.1875 45.40625 \n",
       "Q 22.46875 42.1875 27.6875 42.1875 \n",
       "Q 32.765625 42.1875 36.015625 45.375 \n",
       "Q 39.265625 48.578125 39.265625 53.21875 \n",
       "Q 39.265625 58.0625 35.90625 61.359375 \n",
       "Q 32.5625 64.65625 27.59375 64.65625 \n",
       "Q 22.5625 64.65625 19.234375 61.421875 \n",
       "Q 15.921875 58.203125 15.921875 53.71875 \n",
       "z\n",
       "M 13.09375 20.65625 \n",
       "Q 13.09375 16.890625 14.875 13.375 \n",
       "Q 16.65625 9.859375 20.171875 7.921875 \n",
       "Q 23.6875 6 27.734375 6 \n",
       "Q 34.03125 6 38.125 10.046875 \n",
       "Q 42.234375 14.109375 42.234375 20.359375 \n",
       "Q 42.234375 26.703125 38.015625 30.859375 \n",
       "Q 33.796875 35.015625 27.4375 35.015625 \n",
       "Q 21.234375 35.015625 17.15625 30.90625 \n",
       "Q 13.09375 26.8125 13.09375 20.65625 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-56 /&gt;&lt;use x=55.615234 xlink:href=#ArialMT-48 /&gt;&lt;use x=111.230469 xlink:href=#ArialMT-48 /&gt;&lt;use x=166.845703 xlink:href=#ArialMT-48 /&gt;&lt;use x=222.460938 xlink:href=#ArialMT-48 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=text_15&gt;&lt;g style=fill:#262626; transform=&quot;translate(18.305156 157.785255)rotate(-90)scale(0.11 -0.11)&quot;&gt;&lt;defs&gt;&lt;path id=ArialMT-70 d=&quot;M 8.203125 0 \n",
       "L 8.203125 71.578125 \n",
       "L 56.5 71.578125 \n",
       "L 56.5 63.140625 \n",
       "L 17.671875 63.140625 \n",
       "L 17.671875 40.96875 \n",
       "L 51.265625 40.96875 \n",
       "L 51.265625 32.515625 \n",
       "L 17.671875 32.515625 \n",
       "L 17.671875 0 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-114 d=&quot;M 6.5 0 \n",
       "L 6.5 51.859375 \n",
       "L 14.40625 51.859375 \n",
       "L 14.40625 44 \n",
       "Q 17.4375 49.515625 20 51.265625 \n",
       "Q 22.5625 53.03125 25.640625 53.03125 \n",
       "Q 30.078125 53.03125 34.671875 50.203125 \n",
       "L 31.640625 42.046875 \n",
       "Q 28.421875 43.953125 25.203125 43.953125 \n",
       "Q 22.3125 43.953125 20.015625 42.21875 \n",
       "Q 17.71875 40.484375 16.75 37.40625 \n",
       "Q 15.28125 32.71875 15.28125 27.15625 \n",
       "L 15.28125 0 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-101 d=&quot;M 42.09375 16.703125 \n",
       "L 51.171875 15.578125 \n",
       "Q 49.03125 7.625 43.21875 3.21875 \n",
       "Q 37.40625 -1.171875 28.375 -1.171875 \n",
       "Q 17 -1.171875 10.328125 5.828125 \n",
       "Q 3.65625 12.84375 3.65625 25.484375 \n",
       "Q 3.65625 38.578125 10.390625 45.796875 \n",
       "Q 17.140625 53.03125 27.875 53.03125 \n",
       "Q 38.28125 53.03125 44.875 45.953125 \n",
       "Q 51.46875 38.875 51.46875 26.03125 \n",
       "Q 51.46875 25.25 51.421875 23.6875 \n",
       "L 12.75 23.6875 \n",
       "Q 13.234375 15.140625 17.578125 10.59375 \n",
       "Q 21.921875 6.0625 28.421875 6.0625 \n",
       "Q 33.25 6.0625 36.671875 8.59375 \n",
       "Q 40.09375 11.140625 42.09375 16.703125 \n",
       "z\n",
       "M 13.234375 30.90625 \n",
       "L 42.1875 30.90625 \n",
       "Q 41.609375 37.453125 38.875 40.71875 \n",
       "Q 34.671875 45.796875 27.984375 45.796875 \n",
       "Q 21.921875 45.796875 17.796875 41.75 \n",
       "Q 13.671875 37.703125 13.234375 30.90625 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-113 d=&quot;M 39.65625 -19.875 \n",
       "L 39.65625 5.515625 \n",
       "Q 37.59375 2.640625 33.90625 0.734375 \n",
       "Q 30.21875 -1.171875 26.078125 -1.171875 \n",
       "Q 16.84375 -1.171875 10.171875 6.203125 \n",
       "Q 3.515625 13.578125 3.515625 26.421875 \n",
       "Q 3.515625 34.234375 6.21875 40.421875 \n",
       "Q 8.9375 46.625 14.078125 49.828125 \n",
       "Q 19.234375 53.03125 25.390625 53.03125 \n",
       "Q 35.015625 53.03125 40.53125 44.921875 \n",
       "L 40.53125 51.859375 \n",
       "L 48.4375 51.859375 \n",
       "L 48.4375 -19.875 \n",
       "z\n",
       "M 12.546875 26.078125 \n",
       "Q 12.546875 16.0625 16.75 11.0625 \n",
       "Q 20.953125 6.0625 26.8125 6.0625 \n",
       "Q 32.421875 6.0625 36.46875 10.8125 \n",
       "Q 40.53125 15.578125 40.53125 25.296875 \n",
       "Q 40.53125 35.640625 36.25 40.859375 \n",
       "Q 31.984375 46.09375 26.21875 46.09375 \n",
       "Q 20.515625 46.09375 16.53125 41.234375 \n",
       "Q 12.546875 36.375 12.546875 26.078125 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-117 d=&quot;M 40.578125 0 \n",
       "L 40.578125 7.625 \n",
       "Q 34.515625 -1.171875 24.125 -1.171875 \n",
       "Q 19.53125 -1.171875 15.546875 0.578125 \n",
       "Q 11.578125 2.34375 9.640625 5 \n",
       "Q 7.71875 7.671875 6.9375 11.53125 \n",
       "Q 6.390625 14.109375 6.390625 19.734375 \n",
       "L 6.390625 51.859375 \n",
       "L 15.1875 51.859375 \n",
       "L 15.1875 23.09375 \n",
       "Q 15.1875 16.21875 15.71875 13.8125 \n",
       "Q 16.546875 10.359375 19.234375 8.375 \n",
       "Q 21.921875 6.390625 25.875 6.390625 \n",
       "Q 29.828125 6.390625 33.296875 8.421875 \n",
       "Q 36.765625 10.453125 38.203125 13.9375 \n",
       "Q 39.65625 17.4375 39.65625 24.078125 \n",
       "L 39.65625 51.859375 \n",
       "L 48.4375 51.859375 \n",
       "L 48.4375 0 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-110 d=&quot;M 6.59375 0 \n",
       "L 6.59375 51.859375 \n",
       "L 14.5 51.859375 \n",
       "L 14.5 44.484375 \n",
       "Q 20.21875 53.03125 31 53.03125 \n",
       "Q 35.6875 53.03125 39.625 51.34375 \n",
       "Q 43.5625 49.65625 45.515625 46.921875 \n",
       "Q 47.46875 44.1875 48.25 40.4375 \n",
       "Q 48.734375 37.984375 48.734375 31.890625 \n",
       "L 48.734375 0 \n",
       "L 39.9375 0 \n",
       "L 39.9375 31.546875 \n",
       "Q 39.9375 36.921875 38.90625 39.578125 \n",
       "Q 37.890625 42.234375 35.28125 43.8125 \n",
       "Q 32.671875 45.40625 29.15625 45.40625 \n",
       "Q 23.53125 45.40625 19.453125 41.84375 \n",
       "Q 15.375 38.28125 15.375 28.328125 \n",
       "L 15.375 0 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-99 d=&quot;M 40.4375 19 \n",
       "L 49.078125 17.875 \n",
       "Q 47.65625 8.9375 41.8125 3.875 \n",
       "Q 35.984375 -1.171875 27.484375 -1.171875 \n",
       "Q 16.84375 -1.171875 10.375 5.78125 \n",
       "Q 3.90625 12.75 3.90625 25.734375 \n",
       "Q 3.90625 34.125 6.6875 40.421875 \n",
       "Q 9.46875 46.734375 15.15625 49.875 \n",
       "Q 20.84375 53.03125 27.546875 53.03125 \n",
       "Q 35.984375 53.03125 41.359375 48.75 \n",
       "Q 46.734375 44.484375 48.25 36.625 \n",
       "L 39.703125 35.296875 \n",
       "Q 38.484375 40.53125 35.375 43.15625 \n",
       "Q 32.28125 45.796875 27.875 45.796875 \n",
       "Q 21.234375 45.796875 17.078125 41.03125 \n",
       "Q 12.9375 36.28125 12.9375 25.984375 \n",
       "Q 12.9375 15.53125 16.9375 10.796875 \n",
       "Q 20.953125 6.0625 27.390625 6.0625 \n",
       "Q 32.5625 6.0625 36.03125 9.234375 \n",
       "Q 39.5 12.40625 40.4375 19 \n",
       "z\n",
       "&quot;/&gt;&lt;path id=ArialMT-121 d=&quot;M 6.203125 -19.96875 \n",
       "L 5.21875 -11.71875 \n",
       "Q 8.109375 -12.5 10.25 -12.5 \n",
       "Q 13.1875 -12.5 14.9375 -11.515625 \n",
       "Q 16.703125 -10.546875 17.828125 -8.796875 \n",
       "Q 18.65625 -7.46875 20.515625 -2.25 \n",
       "Q 20.75 -1.515625 21.296875 -0.09375 \n",
       "L 1.609375 51.859375 \n",
       "L 11.078125 51.859375 \n",
       "L 21.875 21.828125 \n",
       "Q 23.96875 16.109375 25.640625 9.8125 \n",
       "Q 27.15625 15.875 29.25 21.625 \n",
       "L 40.328125 51.859375 \n",
       "L 49.125 51.859375 \n",
       "L 29.390625 -0.875 \n",
       "Q 26.21875 -9.421875 24.46875 -12.640625 \n",
       "Q 22.125 -17 19.09375 -19.015625 \n",
       "Q 16.0625 -21.046875 11.859375 -21.046875 \n",
       "Q 9.328125 -21.046875 6.203125 -19.96875 \n",
       "z\n",
       "&quot;/&gt;&lt;/defs&gt;&lt;use xlink:href=#ArialMT-70 /&gt;&lt;use x=61.083984 xlink:href=#ArialMT-114 /&gt;&lt;use x=94.384766 xlink:href=#ArialMT-101 /&gt;&lt;use x=150 xlink:href=#ArialMT-113 /&gt;&lt;use x=205.615234 xlink:href=#ArialMT-117 /&gt;&lt;use x=261.230469 xlink:href=#ArialMT-101 /&gt;&lt;use x=316.845703 xlink:href=#ArialMT-110 /&gt;&lt;use x=372.460938 xlink:href=#ArialMT-99 /&gt;&lt;use x=422.460938 xlink:href=#ArialMT-121 /&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;g id=patch_3&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 79.210227 252.469476 \n",
       "L 85.724318 252.469476 \n",
       "L 85.724318 227.551715 \n",
       "L 79.210227 227.551715 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_4&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 85.724318 252.469476 \n",
       "L 92.238409 252.469476 \n",
       "L 92.238409 201.094059 \n",
       "L 85.724318 201.094059 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_5&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 92.238409 252.469476 \n",
       "L 98.7525 252.469476 \n",
       "L 98.7525 22.626764 \n",
       "L 92.238409 22.626764 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_6&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 98.7525 252.469476 \n",
       "L 105.266591 252.469476 \n",
       "L 105.266591 90.061086 \n",
       "L 98.7525 90.061086 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_7&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 105.266591 252.469476 \n",
       "L 111.780682 252.469476 \n",
       "L 111.780682 42.35704 \n",
       "L 105.266591 42.35704 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_8&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 111.780682 252.469476 \n",
       "L 118.294773 252.469476 \n",
       "L 118.294773 202.262358 \n",
       "L 111.780682 202.262358 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_9&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 118.294773 252.469476 \n",
       "L 124.808864 252.469476 \n",
       "L 124.808864 150.001055 \n",
       "L 118.294773 150.001055 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_10&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 124.808864 252.469476 \n",
       "L 131.322955 252.469476 \n",
       "L 131.322955 47.318594 \n",
       "L 124.808864 47.318594 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_11&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 131.322955 252.469476 \n",
       "L 137.837045 252.469476 \n",
       "L 137.837045 228.559484 \n",
       "L 131.322955 228.559484 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_12&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 137.837045 252.469476 \n",
       "L 144.351136 252.469476 \n",
       "L 144.351136 232.55786 \n",
       "L 137.837045 232.55786 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_13&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 144.351136 252.469476 \n",
       "L 150.865227 252.469476 \n",
       "L 150.865227 226.490436 \n",
       "L 144.351136 226.490436 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_14&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 150.865227 252.469476 \n",
       "L 157.379318 252.469476 \n",
       "L 157.379318 228.939999 \n",
       "L 150.865227 228.939999 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_15&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 157.379318 252.469476 \n",
       "L 163.893409 252.469476 \n",
       "L 163.893409 252.201927 \n",
       "L 157.379318 252.201927 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_16&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 163.893409 252.469476 \n",
       "L 170.4075 252.469476 \n",
       "L 170.4075 232.141672 \n",
       "L 163.893409 232.141672 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_17&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 170.4075 252.469476 \n",
       "L 176.921591 252.469476 \n",
       "L 176.921591 252.181117 \n",
       "L 170.4075 252.181117 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_18&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 176.921591 252.469476 \n",
       "L 183.435682 252.469476 \n",
       "L 183.435682 252.469476 \n",
       "L 176.921591 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_19&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 183.435682 252.469476 \n",
       "L 189.949773 252.469476 \n",
       "L 189.949773 252.469476 \n",
       "L 183.435682 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_20&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 189.949773 252.469476 \n",
       "L 196.463864 252.469476 \n",
       "L 196.463864 252.469476 \n",
       "L 189.949773 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_21&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 196.463864 252.469476 \n",
       "L 202.977955 252.469476 \n",
       "L 202.977955 252.469476 \n",
       "L 196.463864 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_22&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 202.977955 252.469476 \n",
       "L 209.492045 252.469476 \n",
       "L 209.492045 252.469476 \n",
       "L 202.977955 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_23&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 209.492045 252.469476 \n",
       "L 216.006136 252.469476 \n",
       "L 216.006136 252.407048 \n",
       "L 209.492045 252.407048 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_24&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 216.006136 252.469476 \n",
       "L 222.520227 252.469476 \n",
       "L 222.520227 252.469476 \n",
       "L 216.006136 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_25&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 222.520227 252.469476 \n",
       "L 229.034318 252.469476 \n",
       "L 229.034318 252.469476 \n",
       "L 222.520227 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_26&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 229.034318 252.469476 \n",
       "L 235.548409 252.469476 \n",
       "L 235.548409 252.469476 \n",
       "L 229.034318 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_27&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 235.548409 252.469476 \n",
       "L 242.0625 252.469476 \n",
       "L 242.0625 252.469476 \n",
       "L 235.548409 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_28&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 242.0625 252.469476 \n",
       "L 248.576591 252.469476 \n",
       "L 248.576591 252.469476 \n",
       "L 242.0625 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_29&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 248.576591 252.469476 \n",
       "L 255.090682 252.469476 \n",
       "L 255.090682 252.469476 \n",
       "L 248.576591 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_30&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 255.090682 252.469476 \n",
       "L 261.604773 252.469476 \n",
       "L 261.604773 252.469476 \n",
       "L 255.090682 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_31&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 261.604773 252.469476 \n",
       "L 268.118864 252.469476 \n",
       "L 268.118864 242.864455 \n",
       "L 261.604773 242.864455 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_32&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 268.118864 252.469476 \n",
       "L 274.632955 252.469476 \n",
       "L 274.632955 248.411645 \n",
       "L 268.118864 248.411645 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_33&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 274.632955 252.469476 \n",
       "L 281.147045 252.469476 \n",
       "L 281.147045 242.709871 \n",
       "L 274.632955 242.709871 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_34&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 281.147045 252.469476 \n",
       "L 287.661136 252.469476 \n",
       "L 287.661136 252.469476 \n",
       "L 281.147045 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_35&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 287.661136 252.469476 \n",
       "L 294.175227 252.469476 \n",
       "L 294.175227 252.469476 \n",
       "L 287.661136 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_36&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 294.175227 252.469476 \n",
       "L 300.689318 252.469476 \n",
       "L 300.689318 252.469476 \n",
       "L 294.175227 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_37&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 300.689318 252.469476 \n",
       "L 307.203409 252.469476 \n",
       "L 307.203409 252.469476 \n",
       "L 300.689318 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_38&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 307.203409 252.469476 \n",
       "L 313.7175 252.469476 \n",
       "L 313.7175 252.469476 \n",
       "L 307.203409 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_39&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 313.7175 252.469476 \n",
       "L 320.231591 252.469476 \n",
       "L 320.231591 252.469476 \n",
       "L 313.7175 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_40&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 320.231591 252.469476 \n",
       "L 326.745682 252.469476 \n",
       "L 326.745682 252.469476 \n",
       "L 320.231591 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_41&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 326.745682 252.469476 \n",
       "L 333.259773 252.469476 \n",
       "L 333.259773 252.469476 \n",
       "L 326.745682 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_42&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 333.259773 252.469476 \n",
       "L 339.773864 252.469476 \n",
       "L 339.773864 252.469476 \n",
       "L 333.259773 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_43&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 339.773864 252.469476 \n",
       "L 346.287955 252.469476 \n",
       "L 346.287955 252.469476 \n",
       "L 339.773864 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_44&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 346.287955 252.469476 \n",
       "L 352.802045 252.469476 \n",
       "L 352.802045 252.469476 \n",
       "L 346.287955 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_45&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 352.802045 252.469476 \n",
       "L 359.316136 252.469476 \n",
       "L 359.316136 252.469476 \n",
       "L 352.802045 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_46&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 359.316136 252.469476 \n",
       "L 365.830227 252.469476 \n",
       "L 365.830227 252.469476 \n",
       "L 359.316136 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_47&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 365.830227 252.469476 \n",
       "L 372.344318 252.469476 \n",
       "L 372.344318 252.469476 \n",
       "L 365.830227 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_48&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 372.344318 252.469476 \n",
       "L 378.858409 252.469476 \n",
       "L 378.858409 252.469476 \n",
       "L 372.344318 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_49&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 378.858409 252.469476 \n",
       "L 385.3725 252.469476 \n",
       "L 385.3725 252.469476 \n",
       "L 378.858409 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_50&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 385.3725 252.469476 \n",
       "L 391.886591 252.469476 \n",
       "L 391.886591 252.469476 \n",
       "L 385.3725 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_51&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 391.886591 252.469476 \n",
       "L 398.400682 252.469476 \n",
       "L 398.400682 252.469476 \n",
       "L 391.886591 252.469476 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_52&gt;&lt;path clip-path=url(#p7e7bdf81c3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d=&quot;M 398.400682 252.469476 \n",
       "L 404.914773 252.469476 \n",
       "L 404.914773 252.407048 \n",
       "L 398.400682 252.407048 \n",
       "z\n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_53&gt;&lt;path style=fill:none; d=&quot;M 62.925 252.469476 \n",
       "L 62.925 11.134628 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_54&gt;&lt;path style=fill:none; d=&quot;M 421.2 252.469476 \n",
       "L 421.2 11.134628 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_55&gt;&lt;path style=fill:none; d=&quot;M 62.925 252.469476 \n",
       "L 421.2 252.469476 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;g id=patch_56&gt;&lt;path style=fill:none; d=&quot;M 62.925 11.134628 \n",
       "L 421.2 11.134628 \n",
       "&quot;/&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;defs&gt;&lt;clippath id=p7e7bdf81c3&gt;&lt;rect height=241.334848 width=358.275 x=62.925 y=11.134628 /&gt;&lt;/clippath&gt;&lt;/defs&gt;&lt;/svg&gt;&lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with fixed size bins&lt;/strong&gt; (bins=50) &lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=7036263841220590618bottom-7036263841220590618common_values&gt;&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=6.97&gt;6.97&lt;/td&gt;&lt;td&gt;37488&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:15.9%&gt; &amp;nbsp; &lt;/div&gt; 9.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=5.94&gt;5.94&lt;/td&gt;&lt;td&gt;24873&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:10.6%&gt; &amp;nbsp; &lt;/div&gt; 6.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=3.97&gt;3.97&lt;/td&gt;&lt;td&gt;18082&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:7.7%&gt; &amp;nbsp; &lt;/div&gt; 4.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=1.97&gt;1.97&lt;/td&gt;&lt;td&gt;15492&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:6.6%&gt; &amp;nbsp; &lt;/div&gt; 3.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=2.97&gt;2.97&lt;/td&gt;&lt;td&gt;12292&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:5.2%&gt; &amp;nbsp; &lt;/div&gt; 3.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=1.98&gt;1.98&lt;/td&gt;&lt;td&gt;11652&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:5.0%&gt; &amp;nbsp; &lt;/div&gt; 2.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=3.98&gt;3.98&lt;/td&gt;&lt;td&gt;10700&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:4.6%&gt; &amp;nbsp; &lt;/div&gt; 2.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=2.24&gt;2.24&lt;/td&gt;&lt;td&gt;10654&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:4.5%&gt; &amp;nbsp; &lt;/div&gt; 2.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=2.68&gt;2.68&lt;/td&gt;&lt;td&gt;9464&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:4.0%&gt; &amp;nbsp; &lt;/div&gt; 2.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=6.47&gt;6.47&lt;/td&gt;&lt;td&gt;9242&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:3.9%&gt; &amp;nbsp; &lt;/div&gt; 2.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (97)&quot;&gt;Other values (97)&lt;/td&gt;&lt;td&gt;235061&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 59.5% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=7036263841220590618bottom-7036263841220590618extreme_values&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-tabs&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#7036263841220590618extreme_values-7036263841220590618firstn aria-controls=7036263841220590618extreme_values-7036263841220590618firstn role=tab data-toggle=tab&gt;Minimum 5 values&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#7036263841220590618extreme_values-7036263841220590618lastn aria-controls=7036263841220590618extreme_values-7036263841220590618lastn role=tab data-toggle=tab&gt;Maximum 5 values&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=7036263841220590618extreme_values-7036263841220590618firstn&gt;&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=0.05&gt;0.05&lt;/td&gt;&lt;td&gt;28&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.4%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=0.07&gt;0.07&lt;/td&gt;&lt;td&gt;42&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.5%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=0.1&gt;0.1&lt;/td&gt;&lt;td&gt;14&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.2%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=0.2&gt;0.2&lt;/td&gt;&lt;td&gt;7816&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 2.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=0.92&gt;0.92&lt;/td&gt;&lt;td&gt;482&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:6.2%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=7036263841220590618extreme_values-7036263841220590618lastn&gt;&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=44.36&gt;44.36&lt;/td&gt;&lt;td&gt;21&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.6%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=26.88&gt;26.88&lt;/td&gt;&lt;td&gt;3283&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 0.8% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=25.97&gt;25.97&lt;/td&gt;&lt;td&gt;1365&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:41.6%&gt; 0.3% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=24.92&gt;24.92&lt;/td&gt;&lt;td&gt;3231&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:98.4%&gt; 0.8% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=18.42&gt;18.42&lt;/td&gt;&lt;td&gt;21&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.6%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;footer&gt;&lt;div class=container-fluid&gt;&lt;div class=&quot;row center-block footer-text&quot;&gt;&lt;p class=&quot;text-muted text-center&quot;&gt;Report generated with &lt;a href=/pandas-profiling/pandas-profiling&gt;pandas-profiling&lt;/a&gt;.&lt;/p&gt;&lt;/div&gt;&lt;/div&gt;&lt;/footer&gt;&lt;script&gt;\n",
       "/*! jQuery v1.12.4 | (c) jQuery Foundation | jquery.org/license */\n",
       "!function(a,b){&quot;object&quot;==typeof module&amp;&amp;&quot;object&quot;==typeof module.exports?module.exports=a.document?b(a,!0):function(a){if(!a.document)throw new Error(&quot;jQuery requires a window with a document&quot;);return b(a)}:b(a)}(&quot;undefined&quot;!=typeof window?window:this,function(a,b){var c=[],d=a.document,e=c.slice,f=c.concat,g=c.push,h=c.indexOf,i={},j=i.toString,k=i.hasOwnProperty,l={},m=&quot;1.12.4&quot;,n=function(a,b){return new n.fn.init(a,b)},o=/^[\\s\\uFEFF\\xA0]+|[\\s\\uFEFF\\xA0]+$/g,p=/^-ms-/,q=/-([\\da-z])/gi,r=function(a,b){return b.toUpperCase()};n.fn=n.prototype={jquery:m,constructor:n,selector:&quot;&quot;,length:0,toArray:function(){return e.call(this)},get:function(a){return null!=a?0&gt;a?this[a+this.length]:this[a]:e.call(this)},pushStack:function(a){var b=n.merge(this.constructor(),a);return b.prevObject=this,b.context=this.context,b},each:function(a){return n.each(this,a)},map:function(a){return this.pushStack(n.map(this,function(b,c){return a.call(b,c,b)}))},slice:function(){return this.pushStack(e.apply(this,arguments))},first:function(){return this.eq(0)},last:function(){return this.eq(-1)},eq:function(a){var b=this.length,c=+a+(0&gt;a?b:0);return this.pushStack(c&gt;=0&amp;&amp;b&gt;c?[this[c]]:[])},end:function(){return this.prevObject||this.constructor()},push:g,sort:c.sort,splice:c.splice},n.extend=n.fn.extend=function(){var a,b,c,d,e,f,g=arguments[0]||{},h=1,i=arguments.length,j=!1;for(&quot;boolean&quot;==typeof g&amp;&amp;(j=g,g=arguments[h]||{},h++),&quot;object&quot;==typeof g||n.isFunction(g)||(g={}),h===i&amp;&amp;(g=this,h--);i&gt;h;h++)if(null!=(e=arguments[h]))for(d in e)a=g[d],c=e[d],g!==c&amp;&amp;(j&amp;&amp;c&amp;&amp;(n.isPlainObject(c)||(b=n.isArray(c)))?(b?(b=!1,f=a&amp;&amp;n.isArray(a)?a:[]):f=a&amp;&amp;n.isPlainObject(a)?a:{},g[d]=n.extend(j,f,c)):void 0!==c&amp;&amp;(g[d]=c));return g},n.extend({expando:&quot;jQuery&quot;+(m+Math.random()).replace(/\\D/g,&quot;&quot;),isReady:!0,error:function(a){throw new Error(a)},noop:function(){},isFunction:function(a){return&quot;function&quot;===n.type(a)},isArray:Array.isArray||function(a){return&quot;array&quot;===n.type(a)},isWindow:function(a){return null!=a&amp;&amp;a==a.window},isNumeric:function(a){var b=a&amp;&amp;a.toString();return!n.isArray(a)&amp;&amp;b-parseFloat(b)+1&gt;=0},isEmptyObject:function(a){var b;for(b in a)return!1;return!0},isPlainObject:function(a){var b;if(!a||&quot;object&quot;!==n.type(a)||a.nodeType||n.isWindow(a))return!1;try{if(a.constructor&amp;&amp;!k.call(a,&quot;constructor&quot;)&amp;&amp;!k.call(a.constructor.prototype,&quot;isPrototypeOf&quot;))return!1}catch(c){return!1}if(!l.ownFirst)for(b in a)return k.call(a,b);for(b in a);return void 0===b||k.call(a,b)},type:function(a){return null==a?a+&quot;&quot;:&quot;object&quot;==typeof a||&quot;function&quot;==typeof a?i[j.call(a)]||&quot;object&quot;:typeof a},globalEval:function(b){b&amp;&amp;n.trim(b)&amp;&amp;(a.execScript||function(b){a.eval.call(a,b)})(b)},camelCase:function(a){return a.replace(p,&quot;ms-&quot;).replace(q,r)},nodeName:function(a,b){return a.nodeName&amp;&amp;a.nodeName.toLowerCase()===b.toLowerCase()},each:function(a,b){var c,d=0;if(s(a)){for(c=a.length;c&gt;d;d++)if(b.call(a[d],d,a[d])===!1)break}else for(d in a)if(b.call(a[d],d,a[d])===!1)break;return a},trim:function(a){return null==a?&quot;&quot;:(a+&quot;&quot;).replace(o,&quot;&quot;)},makeArray:function(a,b){var c=b||[];return null!=a&amp;&amp;(s(Object(a))?n.merge(c,&quot;string&quot;==typeof a?[a]:a):g.call(c,a)),c},inArray:function(a,b,c){var d;if(b){if(h)return h.call(b,a,c);for(d=b.length,c=c?0&gt;c?Math.max(0,d+c):c:0;d&gt;c;c++)if(c in b&amp;&amp;b[c]===a)return c}return-1},merge:function(a,b){var c=+b.length,d=0,e=a.length;while(c&gt;d)a[e++]=b[d++];if(c!==c)while(void 0!==b[d])a[e++]=b[d++];return a.length=e,a},grep:function(a,b,c){for(var d,e=[],f=0,g=a.length,h=!c;g&gt;f;f++)d=!b(a[f],f),d!==h&amp;&amp;e.push(a[f]);return e},map:function(a,b,c){var d,e,g=0,h=[];if(s(a))for(d=a.length;d&gt;g;g++)e=b(a[g],g,c),null!=e&amp;&amp;h.push(e);else for(g in a)e=b(a[g],g,c),null!=e&amp;&amp;h.push(e);return f.apply([],h)},guid:1,proxy:function(a,b){var c,d,f;return&quot;string&quot;==typeof b&amp;&amp;(f=a[b],b=a,a=f),n.isFunction(a)?(c=e.call(arguments,2),d=function(){return a.apply(b||this,c.concat(e.call(arguments)))},d.guid=a.guid=a.guid||n.guid++,d):void 0},now:function(){return+new Date},support:l}),&quot;function&quot;==typeof Symbol&amp;&amp;(n.fn[Symbol.iterator]=c[Symbol.iterator]),n.each(&quot;Boolean Number String Function Array Date RegExp Object Error Symbol&quot;.split(&quot; &quot;),function(a,b){i[&quot;[object &quot;+b+&quot;]&quot;]=b.toLowerCase()});function s(a){var b=!!a&amp;&amp;&quot;length&quot;in a&amp;&amp;a.length,c=n.type(a);return&quot;function&quot;===c||n.isWindow(a)?!1:&quot;array&quot;===c||0===b||&quot;number&quot;==typeof b&amp;&amp;b&gt;0&amp;&amp;b-1 in a}var t=function(a){var b,c,d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t,u=&quot;sizzle&quot;+1*new Date,v=a.document,w=0,x=0,y=ga(),z=ga(),A=ga(),B=function(a,b){return a===b&amp;&amp;(l=!0),0},C=1&lt;&lt;31,D={}.hasOwnProperty,E=[],F=E.pop,G=E.push,H=E.push,I=E.slice,J=function(a,b){for(var c=0,d=a.length;d&gt;c;c++)if(a[c]===b)return c;return-1},K=&quot;checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|ismap|loop|multiple|open|readonly|required|scoped&quot;,L=&quot;[\\\\x20\\\\t\\\\r\\\\n\\\\f]&quot;,M=&quot;(?:\\\\\\\\.|[\\\\w-]|[^\\\\x00-\\\\xa0])+&quot;,N=&quot;\\\\[&quot;+L+&quot;*(&quot;+M+&quot;)(?:&quot;+L+&quot;*([*^$|!~]?=)&quot;+L+&quot;*(?:&#x27;((?:\\\\\\\\.|[^\\\\\\\\&#x27;])*)&#x27;|\\&quot;((?:\\\\\\\\.|[^\\\\\\\\\\&quot;])*)\\&quot;|(&quot;+M+&quot;))|)&quot;+L+&quot;*\\\\]&quot;,O=&quot;:(&quot;+M+&quot;)(?:\\\\(((&#x27;((?:\\\\\\\\.|[^\\\\\\\\&#x27;])*)&#x27;|\\&quot;((?:\\\\\\\\.|[^\\\\\\\\\\&quot;])*)\\&quot;)|((?:\\\\\\\\.|[^\\\\\\\\()[\\\\]]|&quot;+N+&quot;)*)|.*)\\\\)|)&quot;,P=new RegExp(L+&quot;+&quot;,&quot;g&quot;),Q=new RegExp(&quot;^&quot;+L+&quot;+|((?:^|[^\\\\\\\\])(?:\\\\\\\\.)*)&quot;+L+&quot;+$&quot;,&quot;g&quot;),R=new RegExp(&quot;^&quot;+L+&quot;*,&quot;+L+&quot;*&quot;),S=new RegExp(&quot;^&quot;+L+&quot;*([&gt;+~]|&quot;+L+&quot;)&quot;+L+&quot;*&quot;),T=new RegExp(&quot;=&quot;+L+&quot;*([^\\\\]&#x27;\\&quot;]*?)&quot;+L+&quot;*\\\\]&quot;,&quot;g&quot;),U=new RegExp(O),V=new RegExp(&quot;^&quot;+M+&quot;$&quot;),W={ID:new RegExp(&quot;^#(&quot;+M+&quot;)&quot;),CLASS:new RegExp(&quot;^\\\\.(&quot;+M+&quot;)&quot;),TAG:new RegExp(&quot;^(&quot;+M+&quot;|[*])&quot;),ATTR:new RegExp(&quot;^&quot;+N),PSEUDO:new RegExp(&quot;^&quot;+O),CHILD:new RegExp(&quot;^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\\\(&quot;+L+&quot;*(even|odd|(([+-]|)(\\\\d*)n|)&quot;+L+&quot;*(?:([+-]|)&quot;+L+&quot;*(\\\\d+)|))&quot;+L+&quot;*\\\\)|)&quot;,&quot;i&quot;),bool:new RegExp(&quot;^(?:&quot;+K+&quot;)$&quot;,&quot;i&quot;),needsContext:new RegExp(&quot;^&quot;+L+&quot;*[&gt;+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\\\(&quot;+L+&quot;*((?:-\\\\d)?\\\\d*)&quot;+L+&quot;*\\\\)|)(?=[^-]|$)&quot;,&quot;i&quot;)},X=/^(?:input|select|textarea|button)$/i,Y=/^h\\d$/i,Z=/^[^{]+\\{\\s*\\[native \\w/,$=/^(?:#([\\w-]+)|(\\w+)|\\.([\\w-]+))$/,_=/[+~]/,aa=/&#x27;|\\\\/g,ba=new RegExp(&quot;\\\\\\\\([\\\\da-f]{1,6}&quot;+L+&quot;?|(&quot;+L+&quot;)|.)&quot;,&quot;ig&quot;),ca=function(a,b,c){var d=&quot;0x&quot;+b-65536;return d!==d||c?b:0&gt;d?String.fromCharCode(d+65536):String.fromCharCode(d&gt;&gt;10|55296,1023&amp;d|56320)},da=function(){m()};try{H.apply(E=I.call(v.childNodes),v.childNodes),E[v.childNodes.length].nodeType}catch(ea){H={apply:E.length?function(a,b){G.apply(a,I.call(b))}:function(a,b){var c=a.length,d=0;while(a[c++]=b[d++]);a.length=c-1}}}function fa(a,b,d,e){var f,h,j,k,l,o,r,s,w=b&amp;&amp;b.ownerDocument,x=b?b.nodeType:9;if(d=d||[],&quot;string&quot;!=typeof a||!a||1!==x&amp;&amp;9!==x&amp;&amp;11!==x)return d;if(!e&amp;&amp;((b?b.ownerDocument||b:v)!==n&amp;&amp;m(b),b=b||n,p)){if(11!==x&amp;&amp;(o=$.exec(a)))if(f=o[1]){if(9===x){if(!(j=b.getElementById(f)))return d;if(j.id===f)return d.push(j),d}else if(w&amp;&amp;(j=w.getElementById(f))&amp;&amp;t(b,j)&amp;&amp;j.id===f)return d.push(j),d}else{if(o[2])return H.apply(d,b.getElementsByTagName(a)),d;if((f=o[3])&amp;&amp;c.getElementsByClassName&amp;&amp;b.getElementsByClassName)return H.apply(d,b.getElementsByClassName(f)),d}if(c.qsa&amp;&amp;!A[a+&quot; &quot;]&amp;&amp;(!q||!q.test(a))){if(1!==x)w=b,s=a;else if(&quot;object&quot;!==b.nodeName.toLowerCase()){(k=b.getAttribute(&quot;id&quot;))?k=k.replace(aa,&quot;\\\\$&amp;&quot;):b.setAttribute(&quot;id&quot;,k=u),r=g(a),h=r.length,l=V.test(k)?&quot;#&quot;+k:&quot;[id=&#x27;&quot;+k+&quot;&#x27;]&quot;;while(h--)r[h]=l+&quot; &quot;+qa(r[h]);s=r.join(&quot;,&quot;),w=_.test(a)&amp;&amp;oa(b.parentNode)||b}if(s)try{return H.apply(d,w.querySelectorAll(s)),d}catch(y){}finally{k===u&amp;&amp;b.removeAttribute(&quot;id&quot;)}}}return i(a.replace(Q,&quot;$1&quot;),b,d,e)}function ga(){var a=[];function b(c,e){return a.push(c+&quot; &quot;)&gt;d.cacheLength&amp;&amp;delete b[a.shift()],b[c+&quot; &quot;]=e}return b}function ha(a){return a[u]=!0,a}function ia(a){var b=n.createElement(&quot;div&quot;);try{return!!a(b)}catch(c){return!1}finally{b.parentNode&amp;&amp;b.parentNode.removeChild(b),b=null}}function ja(a,b){var c=a.split(&quot;|&quot;),e=c.length;while(e--)d.attrHandle[c[e]]=b}function ka(a,b){var c=b&amp;&amp;a,d=c&amp;&amp;1===a.nodeType&amp;&amp;1===b.nodeType&amp;&amp;(~b.sourceIndex||C)-(~a.sourceIndex||C);if(d)return d;if(c)while(c=c.nextSibling)if(c===b)return-1;return a?1:-1}function la(a){return function(b){var c=b.nodeName.toLowerCase();return&quot;input&quot;===c&amp;&amp;b.type===a}}function ma(a){return function(b){var c=b.nodeName.toLowerCase();return(&quot;input&quot;===c||&quot;button&quot;===c)&amp;&amp;b.type===a}}function na(a){return ha(function(b){return b=+b,ha(function(c,d){var e,f=a([],c.length,b),g=f.length;while(g--)c[e=f[g]]&amp;&amp;(c[e]=!(d[e]=c[e]))})})}function oa(a){return a&amp;&amp;&quot;undefined&quot;!=typeof a.getElementsByTagName&amp;&amp;a}c=fa.support={},f=fa.isXML=function(a){var b=a&amp;&amp;(a.ownerDocument||a).documentElement;return b?&quot;HTML&quot;!==b.nodeName:!1},m=fa.setDocument=function(a){var b,e,g=a?a.ownerDocument||a:v;return g!==n&amp;&amp;9===g.nodeType&amp;&amp;g.documentElement?(n=g,o=n.documentElement,p=!f(n),(e=n.defaultView)&amp;&amp;e.top!==e&amp;&amp;(e.addEventListener?e.addEventListener(&quot;unload&quot;,da,!1):e.attachEvent&amp;&amp;e.attachEvent(&quot;onunload&quot;,da)),c.attributes=ia(function(a){return a.className=&quot;i&quot;,!a.getAttribute(&quot;className&quot;)}),c.getElementsByTagName=ia(function(a){return a.appendChild(n.createComment(&quot;&quot;)),!a.getElementsByTagName(&quot;*&quot;).length}),c.getElementsByClassName=Z.test(n.getElementsByClassName),c.getById=ia(function(a){return o.appendChild(a).id=u,!n.getElementsByName||!n.getElementsByName(u).length}),c.getById?(d.find.ID=function(a,b){if(&quot;undefined&quot;!=typeof b.getElementById&amp;&amp;p){var c=b.getElementById(a);return c?[c]:[]}},d.filter.ID=function(a){var b=a.replace(ba,ca);return function(a){return a.getAttribute(&quot;id&quot;)===b}}):(delete d.find.ID,d.filter.ID=function(a){var b=a.replace(ba,ca);return function(a){var c=&quot;undefined&quot;!=typeof a.getAttributeNode&amp;&amp;a.getAttributeNode(&quot;id&quot;);return c&amp;&amp;c.value===b}}),d.find.TAG=c.getElementsByTagName?function(a,b){return&quot;undefined&quot;!=typeof b.getElementsByTagName?b.getElementsByTagName(a):c.qsa?b.querySelectorAll(a):void 0}:function(a,b){var c,d=[],e=0,f=b.getElementsByTagName(a);if(&quot;*&quot;===a){while(c=f[e++])1===c.nodeType&amp;&amp;d.push(c);return d}return f},d.find.CLASS=c.getElementsByClassName&amp;&amp;function(a,b){return&quot;undefined&quot;!=typeof b.getElementsByClassName&amp;&amp;p?b.getElementsByClassName(a):void 0},r=[],q=[],(c.qsa=Z.test(n.querySelectorAll))&amp;&amp;(ia(function(a){o.appendChild(a).innerHTML=&quot;&lt;a id=&#x27;&quot;+u+&quot;&#x27;&gt;&lt;/a&gt;&lt;select id=&#x27;&quot;+u+&quot;-\\r\\\\&#x27; msallowcapture=&#x27;&#x27;&gt;&lt;option selected=&#x27;&#x27;&gt;&lt;/option&gt;&lt;/select&gt;&quot;,a.querySelectorAll(&quot;[msallowcapture^=&#x27;&#x27;]&quot;).length&amp;&amp;q.push(&quot;[*^$]=&quot;+L+&quot;*(?:&#x27;&#x27;|\\&quot;\\&quot;)&quot;),a.querySelectorAll(&quot;[selected]&quot;).length||q.push(&quot;\\\\[&quot;+L+&quot;*(?:value|&quot;+K+&quot;)&quot;),a.querySelectorAll(&quot;[id~=&quot;+u+&quot;-]&quot;).length||q.push(&quot;~=&quot;),a.querySelectorAll(&quot;:checked&quot;).length||q.push(&quot;:checked&quot;),a.querySelectorAll(&quot;a#&quot;+u+&quot;+*&quot;).length||q.push(&quot;.#.+[+~]&quot;)}),ia(function(a){var b=n.createElement(&quot;input&quot;);b.setAttribute(&quot;type&quot;,&quot;hidden&quot;),a.appendChild(b).setAttribute(&quot;name&quot;,&quot;D&quot;),a.querySelectorAll(&quot;[name=d]&quot;).length&amp;&amp;q.push(&quot;name&quot;+L+&quot;*[*^$|!~]?=&quot;),a.querySelectorAll(&quot;:enabled&quot;).length||q.push(&quot;:enabled&quot;,&quot;:disabled&quot;),a.querySelectorAll(&quot;*,:x&quot;),q.push(&quot;,.*:&quot;)})),(c.matchesSelector=Z.test(s=o.matches||o.webkitMatchesSelector||o.mozMatchesSelector||o.oMatchesSelector||o.msMatchesSelector))&amp;&amp;ia(function(a){c.disconnectedMatch=s.call(a,&quot;div&quot;),s.call(a,&quot;[s!=&#x27;&#x27;]:x&quot;),r.push(&quot;!=&quot;,O)}),q=q.length&amp;&amp;new RegExp(q.join(&quot;|&quot;)),r=r.length&amp;&amp;new RegExp(r.join(&quot;|&quot;)),b=Z.test(o.compareDocumentPosition),t=b||Z.test(o.contains)?function(a,b){var c=9===a.nodeType?a.documentElement:a,d=b&amp;&amp;b.parentNode;return a===d||!(!d||1!==d.nodeType||!(c.contains?c.contains(d):a.compareDocumentPosition&amp;&amp;16&amp;a.compareDocumentPosition(d)))}:function(a,b){if(b)while(b=b.parentNode)if(b===a)return!0;return!1},B=b?function(a,b){if(a===b)return l=!0,0;var d=!a.compareDocumentPosition-!b.compareDocumentPosition;return d?d:(d=(a.ownerDocument||a)===(b.ownerDocument||b)?a.compareDocumentPosition(b):1,1&amp;d||!c.sortDetached&amp;&amp;b.compareDocumentPosition(a)===d?a===n||a.ownerDocument===v&amp;&amp;t(v,a)?-1:b===n||b.ownerDocument===v&amp;&amp;t(v,b)?1:k?J(k,a)-J(k,b):0:4&amp;d?-1:1)}:function(a,b){if(a===b)return l=!0,0;var c,d=0,e=a.parentNode,f=b.parentNode,g=[a],h=[b];if(!e||!f)return a===n?-1:b===n?1:e?-1:f?1:k?J(k,a)-J(k,b):0;if(e===f)return ka(a,b);c=a;while(c=c.parentNode)g.unshift(c);c=b;while(c=c.parentNode)h.unshift(c);while(g[d]===h[d])d++;return d?ka(g[d],h[d]):g[d]===v?-1:h[d]===v?1:0},n):n},fa.matches=function(a,b){return fa(a,null,null,b)},fa.matchesSelector=function(a,b){if((a.ownerDocument||a)!==n&amp;&amp;m(a),b=b.replace(T,&quot;=&#x27;$1&#x27;]&quot;),c.matchesSelector&amp;&amp;p&amp;&amp;!A[b+&quot; &quot;]&amp;&amp;(!r||!r.test(b))&amp;&amp;(!q||!q.test(b)))try{var d=s.call(a,b);if(d||c.disconnectedMatch||a.document&amp;&amp;11!==a.document.nodeType)return d}catch(e){}return fa(b,n,null,[a]).length&gt;0},fa.contains=function(a,b){return(a.ownerDocument||a)!==n&amp;&amp;m(a),t(a,b)},fa.attr=function(a,b){(a.ownerDocument||a)!==n&amp;&amp;m(a);var e=d.attrHandle[b.toLowerCase()],f=e&amp;&amp;D.call(d.attrHandle,b.toLowerCase())?e(a,b,!p):void 0;return void 0!==f?f:c.attributes||!p?a.getAttribute(b):(f=a.getAttributeNode(b))&amp;&amp;f.specified?f.value:null},fa.error=function(a){throw new Error(&quot;Syntax error, unrecognized expression: &quot;+a)},fa.uniqueSort=function(a){var b,d=[],e=0,f=0;if(l=!c.detectDuplicates,k=!c.sortStable&amp;&amp;a.slice(0),a.sort(B),l){while(b=a[f++])b===a[f]&amp;&amp;(e=d.push(f));while(e--)a.splice(d[e],1)}return k=null,a},e=fa.getText=function(a){var b,c=&quot;&quot;,d=0,f=a.nodeType;if(f){if(1===f||9===f||11===f){if(&quot;string&quot;==typeof a.textContent)return a.textContent;for(a=a.firstChild;a;a=a.nextSibling)c+=e(a)}else if(3===f||4===f)return a.nodeValue}else while(b=a[d++])c+=e(b);return c},d=fa.selectors={cacheLength:50,createPseudo:ha,match:W,attrHandle:{},find:{},relative:{&quot;&gt;&quot;:{dir:&quot;parentNode&quot;,first:!0},&quot; &quot;:{dir:&quot;parentNode&quot;},&quot;+&quot;:{dir:&quot;previousSibling&quot;,first:!0},&quot;~&quot;:{dir:&quot;previousSibling&quot;}},preFilter:{ATTR:function(a){return a[1]=a[1].replace(ba,ca),a[3]=(a[3]||a[4]||a[5]||&quot;&quot;).replace(ba,ca),&quot;~=&quot;===a[2]&amp;&amp;(a[3]=&quot; &quot;+a[3]+&quot; &quot;),a.slice(0,4)},CHILD:function(a){return a[1]=a[1].toLowerCase(),&quot;nth&quot;===a[1].slice(0,3)?(a[3]||fa.error(a[0]),a[4]=+(a[4]?a[5]+(a[6]||1):2*(&quot;even&quot;===a[3]||&quot;odd&quot;===a[3])),a[5]=+(a[7]+a[8]||&quot;odd&quot;===a[3])):a[3]&amp;&amp;fa.error(a[0]),a},PSEUDO:function(a){var b,c=!a[6]&amp;&amp;a[2];return W.CHILD.test(a[0])?null:(a[3]?a[2]=a[4]||a[5]||&quot;&quot;:c&amp;&amp;U.test(c)&amp;&amp;(b=g(c,!0))&amp;&amp;(b=c.indexOf(&quot;)&quot;,c.length-b)-c.length)&amp;&amp;(a[0]=a[0].slice(0,b),a[2]=c.slice(0,b)),a.slice(0,3))}},filter:{TAG:function(a){var b=a.replace(ba,ca).toLowerCase();return&quot;*&quot;===a?function(){return!0}:function(a){return a.nodeName&amp;&amp;a.nodeName.toLowerCase()===b}},CLASS:function(a){var b=y[a+&quot; &quot;];return b||(b=new RegExp(&quot;(^|&quot;+L+&quot;)&quot;+a+&quot;(&quot;+L+&quot;|$)&quot;))&amp;&amp;y(a,function(a){return b.test(&quot;string&quot;==typeof a.className&amp;&amp;a.className||&quot;undefined&quot;!=typeof a.getAttribute&amp;&amp;a.getAttribute(&quot;class&quot;)||&quot;&quot;)})},ATTR:function(a,b,c){return function(d){var e=fa.attr(d,a);return null==e?&quot;!=&quot;===b:b?(e+=&quot;&quot;,&quot;=&quot;===b?e===c:&quot;!=&quot;===b?e!==c:&quot;^=&quot;===b?c&amp;&amp;0===e.indexOf(c):&quot;*=&quot;===b?c&amp;&amp;e.indexOf(c)&gt;-1:&quot;$=&quot;===b?c&amp;&amp;e.slice(-c.length)===c:&quot;~=&quot;===b?(&quot; &quot;+e.replace(P,&quot; &quot;)+&quot; &quot;).indexOf(c)&gt;-1:&quot;|=&quot;===b?e===c||e.slice(0,c.length+1)===c+&quot;-&quot;:!1):!0}},CHILD:function(a,b,c,d,e){var f=&quot;nth&quot;!==a.slice(0,3),g=&quot;last&quot;!==a.slice(-4),h=&quot;of-type&quot;===b;return 1===d&amp;&amp;0===e?function(a){return!!a.parentNode}:function(b,c,i){var j,k,l,m,n,o,p=f!==g?&quot;nextSibling&quot;:&quot;previousSibling&quot;,q=b.parentNode,r=h&amp;&amp;b.nodeName.toLowerCase(),s=!i&amp;&amp;!h,t=!1;if(q){if(f){while(p){m=b;while(m=m[p])if(h?m.nodeName.toLowerCase()===r:1===m.nodeType)return!1;o=p=&quot;only&quot;===a&amp;&amp;!o&amp;&amp;&quot;nextSibling&quot;}return!0}if(o=[g?q.firstChild:q.lastChild],g&amp;&amp;s){m=q,l=m[u]||(m[u]={}),k=l[m.uniqueID]||(l[m.uniqueID]={}),j=k[a]||[],n=j[0]===w&amp;&amp;j[1],t=n&amp;&amp;j[2],m=n&amp;&amp;q.childNodes[n];while(m=++n&amp;&amp;m&amp;&amp;m[p]||(t=n=0)||o.pop())if(1===m.nodeType&amp;&amp;++t&amp;&amp;m===b){k[a]=[w,n,t];break}}else if(s&amp;&amp;(m=b,l=m[u]||(m[u]={}),k=l[m.uniqueID]||(l[m.uniqueID]={}),j=k[a]||[],n=j[0]===w&amp;&amp;j[1],t=n),t===!1)while(m=++n&amp;&amp;m&amp;&amp;m[p]||(t=n=0)||o.pop())if((h?m.nodeName.toLowerCase()===r:1===m.nodeType)&amp;&amp;++t&amp;&amp;(s&amp;&amp;(l=m[u]||(m[u]={}),k=l[m.uniqueID]||(l[m.uniqueID]={}),k[a]=[w,t]),m===b))break;return t-=e,t===d||t%d===0&amp;&amp;t/d&gt;=0}}},PSEUDO:function(a,b){var c,e=d.pseudos[a]||d.setFilters[a.toLowerCase()]||fa.error(&quot;unsupported pseudo: &quot;+a);return e[u]?e(b):e.length&gt;1?(c=[a,a,&quot;&quot;,b],d.setFilters.hasOwnProperty(a.toLowerCase())?ha(function(a,c){var d,f=e(a,b),g=f.length;while(g--)d=J(a,f[g]),a[d]=!(c[d]=f[g])}):function(a){return e(a,0,c)}):e}},pseudos:{not:ha(function(a){var b=[],c=[],d=h(a.replace(Q,&quot;$1&quot;));return d[u]?ha(function(a,b,c,e){var f,g=d(a,null,e,[]),h=a.length;while(h--)(f=g[h])&amp;&amp;(a[h]=!(b[h]=f))}):function(a,e,f){return b[0]=a,d(b,null,f,c),b[0]=null,!c.pop()}}),has:ha(function(a){return function(b){return fa(a,b).length&gt;0}}),contains:ha(function(a){return a=a.replace(ba,ca),function(b){return(b.textContent||b.innerText||e(b)).indexOf(a)&gt;-1}}),lang:ha(function(a){return V.test(a||&quot;&quot;)||fa.error(&quot;unsupported lang: &quot;+a),a=a.replace(ba,ca).toLowerCase(),function(b){var c;do if(c=p?b.lang:b.getAttribute(&quot;xml:lang&quot;)||b.getAttribute(&quot;lang&quot;))return c=c.toLowerCase(),c===a||0===c.indexOf(a+&quot;-&quot;);while((b=b.parentNode)&amp;&amp;1===b.nodeType);return!1}}),target:function(b){var c=a.location&amp;&amp;a.location.hash;return c&amp;&amp;c.slice(1)===b.id},root:function(a){return a===o},focus:function(a){return a===n.activeElement&amp;&amp;(!n.hasFocus||n.hasFocus())&amp;&amp;!!(a.type||a.href||~a.tabIndex)},enabled:function(a){return a.disabled===!1},disabled:function(a){return a.disabled===!0},checked:function(a){var b=a.nodeName.toLowerCase();return&quot;input&quot;===b&amp;&amp;!!a.checked||&quot;option&quot;===b&amp;&amp;!!a.selected},selected:function(a){return a.parentNode&amp;&amp;a.parentNode.selectedIndex,a.selected===!0},empty:function(a){for(a=a.firstChild;a;a=a.nextSibling)if(a.nodeType&lt;6)return!1;return!0},parent:function(a){return!d.pseudos.empty(a)},header:function(a){return Y.test(a.nodeName)},input:function(a){return X.test(a.nodeName)},button:function(a){var b=a.nodeName.toLowerCase();return&quot;input&quot;===b&amp;&amp;&quot;button&quot;===a.type||&quot;button&quot;===b},text:function(a){var b;return&quot;input&quot;===a.nodeName.toLowerCase()&amp;&amp;&quot;text&quot;===a.type&amp;&amp;(null==(b=a.getAttribute(&quot;type&quot;))||&quot;text&quot;===b.toLowerCase())},first:na(function(){return[0]}),last:na(function(a,b){return[b-1]}),eq:na(function(a,b,c){return[0&gt;c?c+b:c]}),even:na(function(a,b){for(var c=0;b&gt;c;c+=2)a.push(c);return a}),odd:na(function(a,b){for(var c=1;b&gt;c;c+=2)a.push(c);return a}),lt:na(function(a,b,c){for(var d=0&gt;c?c+b:c;--d&gt;=0;)a.push(d);return a}),gt:na(function(a,b,c){for(var d=0&gt;c?c+b:c;++d&lt;b;)a.push(d);return a})}},d.pseudos.nth=d.pseudos.eq;for(b in{radio:!0,checkbox:!0,file:!0,password:!0,image:!0})d.pseudos[b]=la(b);for(b in{submit:!0,reset:!0})d.pseudos[b]=ma(b);function pa(){}pa.prototype=d.filters=d.pseudos,d.setFilters=new pa,g=fa.tokenize=function(a,b){var c,e,f,g,h,i,j,k=z[a+&quot; &quot;];if(k)return b?0:k.slice(0);h=a,i=[],j=d.preFilter;while(h){c&amp;&amp;!(e=R.exec(h))||(e&amp;&amp;(h=h.slice(e[0].length)||h),i.push(f=[])),c=!1,(e=S.exec(h))&amp;&amp;(c=e.shift(),f.push({value:c,type:e[0].replace(Q,&quot; &quot;)}),h=h.slice(c.length));for(g in d.filter)!(e=W[g].exec(h))||j[g]&amp;&amp;!(e=j[g](e))||(c=e.shift(),f.push({value:c,type:g,matches:e}),h=h.slice(c.length));if(!c)break}return b?h.length:h?fa.error(a):z(a,i).slice(0)};function qa(a){for(var b=0,c=a.length,d=&quot;&quot;;c&gt;b;b++)d+=a[b].value;return d}function ra(a,b,c){var d=b.dir,e=c&amp;&amp;&quot;parentNode&quot;===d,f=x++;return b.first?function(b,c,f){while(b=b[d])if(1===b.nodeType||e)return a(b,c,f)}:function(b,c,g){var h,i,j,k=[w,f];if(g){while(b=b[d])if((1===b.nodeType||e)&amp;&amp;a(b,c,g))return!0}else while(b=b[d])if(1===b.nodeType||e){if(j=b[u]||(b[u]={}),i=j[b.uniqueID]||(j[b.uniqueID]={}),(h=i[d])&amp;&amp;h[0]===w&amp;&amp;h[1]===f)return k[2]=h[2];if(i[d]=k,k[2]=a(b,c,g))return!0}}}function sa(a){return a.length&gt;1?function(b,c,d){var e=a.length;while(e--)if(!a[e](b,c,d))return!1;return!0}:a[0]}function ta(a,b,c){for(var d=0,e=b.length;e&gt;d;d++)fa(a,b[d],c);return c}function ua(a,b,c,d,e){for(var f,g=[],h=0,i=a.length,j=null!=b;i&gt;h;h++)(f=a[h])&amp;&amp;(c&amp;&amp;!c(f,d,e)||(g.push(f),j&amp;&amp;b.push(h)));return g}function va(a,b,c,d,e,f){return d&amp;&amp;!d[u]&amp;&amp;(d=va(d)),e&amp;&amp;!e[u]&amp;&amp;(e=va(e,f)),ha(function(f,g,h,i){var j,k,l,m=[],n=[],o=g.length,p=f||ta(b||&quot;*&quot;,h.nodeType?[h]:h,[]),q=!a||!f&amp;&amp;b?p:ua(p,m,a,h,i),r=c?e||(f?a:o||d)?[]:g:q;if(c&amp;&amp;c(q,r,h,i),d){j=ua(r,n),d(j,[],h,i),k=j.length;while(k--)(l=j[k])&amp;&amp;(r[n[k]]=!(q[n[k]]=l))}if(f){if(e||a){if(e){j=[],k=r.length;while(k--)(l=r[k])&amp;&amp;j.push(q[k]=l);e(null,r=[],j,i)}k=r.length;while(k--)(l=r[k])&amp;&amp;(j=e?J(f,l):m[k])&gt;-1&amp;&amp;(f[j]=!(g[j]=l))}}else r=ua(r===g?r.splice(o,r.length):r),e?e(null,g,r,i):H.apply(g,r)})}function wa(a){for(var b,c,e,f=a.length,g=d.relative[a[0].type],h=g||d.relative[&quot; &quot;],i=g?1:0,k=ra(function(a){return a===b},h,!0),l=ra(function(a){return J(b,a)&gt;-1},h,!0),m=[function(a,c,d){var e=!g&amp;&amp;(d||c!==j)||((b=c).nodeType?k(a,c,d):l(a,c,d));return b=null,e}];f&gt;i;i++)if(c=d.relative[a[i].type])m=[ra(sa(m),c)];else{if(c=d.filter[a[i].type].apply(null,a[i].matches),c[u]){for(e=++i;f&gt;e;e++)if(d.relative[a[e].type])break;return va(i&gt;1&amp;&amp;sa(m),i&gt;1&amp;&amp;qa(a.slice(0,i-1).concat({value:&quot; &quot;===a[i-2].type?&quot;*&quot;:&quot;&quot;})).replace(Q,&quot;$1&quot;),c,e&gt;i&amp;&amp;wa(a.slice(i,e)),f&gt;e&amp;&amp;wa(a=a.slice(e)),f&gt;e&amp;&amp;qa(a))}m.push(c)}return sa(m)}function xa(a,b){var c=b.length&gt;0,e=a.length&gt;0,f=function(f,g,h,i,k){var l,o,q,r=0,s=&quot;0&quot;,t=f&amp;&amp;[],u=[],v=j,x=f||e&amp;&amp;d.find.TAG(&quot;*&quot;,k),y=w+=null==v?1:Math.random()||.1,z=x.length;for(k&amp;&amp;(j=g===n||g||k);s!==z&amp;&amp;null!=(l=x[s]);s++){if(e&amp;&amp;l){o=0,g||l.ownerDocument===n||(m(l),h=!p);while(q=a[o++])if(q(l,g||n,h)){i.push(l);break}k&amp;&amp;(w=y)}c&amp;&amp;((l=!q&amp;&amp;l)&amp;&amp;r--,f&amp;&amp;t.push(l))}if(r+=s,c&amp;&amp;s!==r){o=0;while(q=b[o++])q(t,u,g,h);if(f){if(r&gt;0)while(s--)t[s]||u[s]||(u[s]=F.call(i));u=ua(u)}H.apply(i,u),k&amp;&amp;!f&amp;&amp;u.length&gt;0&amp;&amp;r+b.length&gt;1&amp;&amp;fa.uniqueSort(i)}return k&amp;&amp;(w=y,j=v),t};return c?ha(f):f}return h=fa.compile=function(a,b){var c,d=[],e=[],f=A[a+&quot; &quot;];if(!f){b||(b=g(a)),c=b.length;while(c--)f=wa(b[c]),f[u]?d.push(f):e.push(f);f=A(a,xa(e,d)),f.selector=a}return f},i=fa.select=function(a,b,e,f){var i,j,k,l,m,n=&quot;function&quot;==typeof a&amp;&amp;a,o=!f&amp;&amp;g(a=n.selector||a);if(e=e||[],1===o.length){if(j=o[0]=o[0].slice(0),j.length&gt;2&amp;&amp;&quot;ID&quot;===(k=j[0]).type&amp;&amp;c.getById&amp;&amp;9===b.nodeType&amp;&amp;p&amp;&amp;d.relative[j[1].type]){if(b=(d.find.ID(k.matches[0].replace(ba,ca),b)||[])[0],!b)return e;n&amp;&amp;(b=b.parentNode),a=a.slice(j.shift().value.length)}i=W.needsContext.test(a)?0:j.length;while(i--){if(k=j[i],d.relative[l=k.type])break;if((m=d.find[l])&amp;&amp;(f=m(k.matches[0].replace(ba,ca),_.test(j[0].type)&amp;&amp;oa(b.parentNode)||b))){if(j.splice(i,1),a=f.length&amp;&amp;qa(j),!a)return H.apply(e,f),e;break}}}return(n||h(a,o))(f,b,!p,e,!b||_.test(a)&amp;&amp;oa(b.parentNode)||b),e},c.sortStable=u.split(&quot;&quot;).sort(B).join(&quot;&quot;)===u,c.detectDuplicates=!!l,m(),c.sortDetached=ia(function(a){return 1&amp;a.compareDocumentPosition(n.createElement(&quot;div&quot;))}),ia(function(a){return a.innerHTML=&quot;&lt;a href=&#x27;#&#x27;&gt;&lt;/a&gt;&quot;,&quot;#&quot;===a.firstChild.getAttribute(&quot;href&quot;)})||ja(&quot;type|href|height|width&quot;,function(a,b,c){return c?void 0:a.getAttribute(b,&quot;type&quot;===b.toLowerCase()?1:2)}),c.attributes&amp;&amp;ia(function(a){return a.innerHTML=&quot;&lt;input/&gt;&quot;,a.firstChild.setAttribute(&quot;value&quot;,&quot;&quot;),&quot;&quot;===a.firstChild.getAttribute(&quot;value&quot;)})||ja(&quot;value&quot;,function(a,b,c){return c||&quot;input&quot;!==a.nodeName.toLowerCase()?void 0:a.defaultValue}),ia(function(a){return null==a.getAttribute(&quot;disabled&quot;)})||ja(K,function(a,b,c){var d;return c?void 0:a[b]===!0?b.toLowerCase():(d=a.getAttributeNode(b))&amp;&amp;d.specified?d.value:null}),fa}(a);n.find=t,n.expr=t.selectors,n.expr[&quot;:&quot;]=n.expr.pseudos,n.uniqueSort=n.unique=t.uniqueSort,n.text=t.getText,n.isXMLDoc=t.isXML,n.contains=t.contains;var u=function(a,b,c){var d=[],e=void 0!==c;while((a=a[b])&amp;&amp;9!==a.nodeType)if(1===a.nodeType){if(e&amp;&amp;n(a).is(c))break;d.push(a)}return d},v=function(a,b){for(var c=[];a;a=a.nextSibling)1===a.nodeType&amp;&amp;a!==b&amp;&amp;c.push(a);return c},w=n.expr.match.needsContext,x=/^&lt;([\\w-]+)\\s*\\/?&gt;(?:&lt;\\/\\1&gt;|)$/,y=/^.[^:#\\[\\.,]*$/;function z(a,b,c){if(n.isFunction(b))return n.grep(a,function(a,d){return!!b.call(a,d,a)!==c});if(b.nodeType)return n.grep(a,function(a){return a===b!==c});if(&quot;string&quot;==typeof b){if(y.test(b))return n.filter(b,a,c);b=n.filter(b,a)}return n.grep(a,function(a){return n.inArray(a,b)&gt;-1!==c})}n.filter=function(a,b,c){var d=b[0];return c&amp;&amp;(a=&quot;:not(&quot;+a+&quot;)&quot;),1===b.length&amp;&amp;1===d.nodeType?n.find.matchesSelector(d,a)?[d]:[]:n.find.matches(a,n.grep(b,function(a){return 1===a.nodeType}))},n.fn.extend({find:function(a){var b,c=[],d=this,e=d.length;if(&quot;string&quot;!=typeof a)return this.pushStack(n(a).filter(function(){for(b=0;e&gt;b;b++)if(n.contains(d[b],this))return!0}));for(b=0;e&gt;b;b++)n.find(a,d[b],c);return c=this.pushStack(e&gt;1?n.unique(c):c),c.selector=this.selector?this.selector+&quot; &quot;+a:a,c},filter:function(a){return this.pushStack(z(this,a||[],!1))},not:function(a){return this.pushStack(z(this,a||[],!0))},is:function(a){return!!z(this,&quot;string&quot;==typeof a&amp;&amp;w.test(a)?n(a):a||[],!1).length}});var A,B=/^(?:\\s*(&lt;[\\w\\W]+&gt;)[^&gt;]*|#([\\w-]*))$/,C=n.fn.init=function(a,b,c){var e,f;if(!a)return this;if(c=c||A,&quot;string&quot;==typeof a){if(e=&quot;&lt;&quot;===a.charAt(0)&amp;&amp;&quot;&gt;&quot;===a.charAt(a.length-1)&amp;&amp;a.length&gt;=3?[null,a,null]:B.exec(a),!e||!e[1]&amp;&amp;b)return!b||b.jquery?(b||c).find(a):this.constructor(b).find(a);if(e[1]){if(b=b instanceof n?b[0]:b,n.merge(this,n.parseHTML(e[1],b&amp;&amp;b.nodeType?b.ownerDocument||b:d,!0)),x.test(e[1])&amp;&amp;n.isPlainObject(b))for(e in b)n.isFunction(this[e])?this[e](b[e]):this.attr(e,b[e]);return this}if(f=d.getElementById(e[2]),f&amp;&amp;f.parentNode){if(f.id!==e[2])return A.find(a);this.length=1,this[0]=f}return this.context=d,this.selector=a,this}return a.nodeType?(this.context=this[0]=a,this.length=1,this):n.isFunction(a)?&quot;undefined&quot;!=typeof c.ready?c.ready(a):a(n):(void 0!==a.selector&amp;&amp;(this.selector=a.selector,this.context=a.context),n.makeArray(a,this))};C.prototype=n.fn,A=n(d);var D=/^(?:parents|prev(?:Until|All))/,E={children:!0,contents:!0,next:!0,prev:!0};n.fn.extend({has:function(a){var b,c=n(a,this),d=c.length;return this.filter(function(){for(b=0;d&gt;b;b++)if(n.contains(this,c[b]))return!0})},closest:function(a,b){for(var c,d=0,e=this.length,f=[],g=w.test(a)||&quot;string&quot;!=typeof a?n(a,b||this.context):0;e&gt;d;d++)for(c=this[d];c&amp;&amp;c!==b;c=c.parentNode)if(c.nodeType&lt;11&amp;&amp;(g?g.index(c)&gt;-1:1===c.nodeType&amp;&amp;n.find.matchesSelector(c,a))){f.push(c);break}return this.pushStack(f.length&gt;1?n.uniqueSort(f):f)},index:function(a){return a?&quot;string&quot;==typeof a?n.inArray(this[0],n(a)):n.inArray(a.jquery?a[0]:a,this):this[0]&amp;&amp;this[0].parentNode?this.first().prevAll().length:-1},add:function(a,b){return this.pushStack(n.uniqueSort(n.merge(this.get(),n(a,b))))},addBack:function(a){return this.add(null==a?this.prevObject:this.prevObject.filter(a))}});function F(a,b){do a=a[b];while(a&amp;&amp;1!==a.nodeType);return a}n.each({parent:function(a){var b=a.parentNode;return b&amp;&amp;11!==b.nodeType?b:null},parents:function(a){return u(a,&quot;parentNode&quot;)},parentsUntil:function(a,b,c){return u(a,&quot;parentNode&quot;,c)},next:function(a){return F(a,&quot;nextSibling&quot;)},prev:function(a){return F(a,&quot;previousSibling&quot;)},nextAll:function(a){return u(a,&quot;nextSibling&quot;)},prevAll:function(a){return u(a,&quot;previousSibling&quot;)},nextUntil:function(a,b,c){return u(a,&quot;nextSibling&quot;,c)},prevUntil:function(a,b,c){return u(a,&quot;previousSibling&quot;,c)},siblings:function(a){return v((a.parentNode||{}).firstChild,a)},children:function(a){return v(a.firstChild)},contents:function(a){return n.nodeName(a,&quot;iframe&quot;)?a.contentDocument||a.contentWindow.document:n.merge([],a.childNodes)}},function(a,b){n.fn[a]=function(c,d){var e=n.map(this,b,c);return&quot;Until&quot;!==a.slice(-5)&amp;&amp;(d=c),d&amp;&amp;&quot;string&quot;==typeof d&amp;&amp;(e=n.filter(d,e)),this.length&gt;1&amp;&amp;(E[a]||(e=n.uniqueSort(e)),D.test(a)&amp;&amp;(e=e.reverse())),this.pushStack(e)}});var G=/\\S+/g;function H(a){var b={};return n.each(a.match(G)||[],function(a,c){b[c]=!0}),b}n.Callbacks=function(a){a=&quot;string&quot;==typeof a?H(a):n.extend({},a);var b,c,d,e,f=[],g=[],h=-1,i=function(){for(e=a.once,d=b=!0;g.length;h=-1){c=g.shift();while(++h&lt;f.length)f[h].apply(c[0],c[1])===!1&amp;&amp;a.stopOnFalse&amp;&amp;(h=f.length,c=!1)}a.memory||(c=!1),b=!1,e&amp;&amp;(f=c?[]:&quot;&quot;)},j={add:function(){return f&amp;&amp;(c&amp;&amp;!b&amp;&amp;(h=f.length-1,g.push(c)),function d(b){n.each(b,function(b,c){n.isFunction(c)?a.unique&amp;&amp;j.has(c)||f.push(c):c&amp;&amp;c.length&amp;&amp;&quot;string&quot;!==n.type(c)&amp;&amp;d(c)})}(arguments),c&amp;&amp;!b&amp;&amp;i()),this},remove:function(){return n.each(arguments,function(a,b){var c;while((c=n.inArray(b,f,c))&gt;-1)f.splice(c,1),h&gt;=c&amp;&amp;h--}),this},has:function(a){return a?n.inArray(a,f)&gt;-1:f.length&gt;0},empty:function(){return f&amp;&amp;(f=[]),this},disable:function(){return e=g=[],f=c=&quot;&quot;,this},disabled:function(){return!f},lock:function(){return e=!0,c||j.disable(),this},locked:function(){return!!e},fireWith:function(a,c){return e||(c=c||[],c=[a,c.slice?c.slice():c],g.push(c),b||i()),this},fire:function(){return j.fireWith(this,arguments),this},fired:function(){return!!d}};return j},n.extend({Deferred:function(a){var b=[[&quot;resolve&quot;,&quot;done&quot;,n.Callbacks(&quot;once memory&quot;),&quot;resolved&quot;],[&quot;reject&quot;,&quot;fail&quot;,n.Callbacks(&quot;once memory&quot;),&quot;rejected&quot;],[&quot;notify&quot;,&quot;progress&quot;,n.Callbacks(&quot;memory&quot;)]],c=&quot;pending&quot;,d={state:function(){return c},always:function(){return e.done(arguments).fail(arguments),this},then:function(){var a=arguments;return n.Deferred(function(c){n.each(b,function(b,f){var g=n.isFunction(a[b])&amp;&amp;a[b];e[f[1]](function(){var a=g&amp;&amp;g.apply(this,arguments);a&amp;&amp;n.isFunction(a.promise)?a.promise().progress(c.notify).done(c.resolve).fail(c.reject):c[f[0]+&quot;With&quot;](this===d?c.promise():this,g?[a]:arguments)})}),a=null}).promise()},promise:function(a){return null!=a?n.extend(a,d):d}},e={};return d.pipe=d.then,n.each(b,function(a,f){var g=f[2],h=f[3];d[f[1]]=g.add,h&amp;&amp;g.add(function(){c=h},b[1^a][2].disable,b[2][2].lock),e[f[0]]=function(){return e[f[0]+&quot;With&quot;](this===e?d:this,arguments),this},e[f[0]+&quot;With&quot;]=g.fireWith}),d.promise(e),a&amp;&amp;a.call(e,e),e},when:function(a){var b=0,c=e.call(arguments),d=c.length,f=1!==d||a&amp;&amp;n.isFunction(a.promise)?d:0,g=1===f?a:n.Deferred(),h=function(a,b,c){return function(d){b[a]=this,c[a]=arguments.length&gt;1?e.call(arguments):d,c===i?g.notifyWith(b,c):--f||g.resolveWith(b,c)}},i,j,k;if(d&gt;1)for(i=new Array(d),j=new Array(d),k=new Array(d);d&gt;b;b++)c[b]&amp;&amp;n.isFunction(c[b].promise)?c[b].promise().progress(h(b,j,i)).done(h(b,k,c)).fail(g.reject):--f;return f||g.resolveWith(k,c),g.promise()}});var I;n.fn.ready=function(a){return n.ready.promise().done(a),this},n.extend({isReady:!1,readyWait:1,holdReady:function(a){a?n.readyWait++:n.ready(!0)},ready:function(a){(a===!0?--n.readyWait:n.isReady)||(n.isReady=!0,a!==!0&amp;&amp;--n.readyWait&gt;0||(I.resolveWith(d,[n]),n.fn.triggerHandler&amp;&amp;(n(d).triggerHandler(&quot;ready&quot;),n(d).off(&quot;ready&quot;))))}});function J(){d.addEventListener?(d.removeEventListener(&quot;DOMContentLoaded&quot;,K),a.removeEventListener(&quot;load&quot;,K)):(d.detachEvent(&quot;onreadystatechange&quot;,K),a.detachEvent(&quot;onload&quot;,K))}function K(){(d.addEventListener||&quot;load&quot;===a.event.type||&quot;complete&quot;===d.readyState)&amp;&amp;(J(),n.ready())}n.ready.promise=function(b){if(!I)if(I=n.Deferred(),&quot;complete&quot;===d.readyState||&quot;loading&quot;!==d.readyState&amp;&amp;!d.documentElement.doScroll)a.setTimeout(n.ready);else if(d.addEventListener)d.addEventListener(&quot;DOMContentLoaded&quot;,K),a.addEventListener(&quot;load&quot;,K);else{d.attachEvent(&quot;onreadystatechange&quot;,K),a.attachEvent(&quot;onload&quot;,K);var c=!1;try{c=null==a.frameElement&amp;&amp;d.documentElement}catch(e){}c&amp;&amp;c.doScroll&amp;&amp;!function f(){if(!n.isReady){try{c.doScroll(&quot;left&quot;)}catch(b){return a.setTimeout(f,50)}J(),n.ready()}}()}return I.promise(b)},n.ready.promise();var L;for(L in n(l))break;l.ownFirst=&quot;0&quot;===L,l.inlineBlockNeedsLayout=!1,n(function(){var a,b,c,e;c=d.getElementsByTagName(&quot;body&quot;)[0],c&amp;&amp;c.style&amp;&amp;(b=d.createElement(&quot;div&quot;),e=d.createElement(&quot;div&quot;),e.style.cssText=&quot;position:absolute;border:0;width:0;height:0;top:0;left:-9999px&quot;,c.appendChild(e).appendChild(b),&quot;undefined&quot;!=typeof b.style.zoom&amp;&amp;(b.style.cssText=&quot;display:inline;margin:0;border:0;padding:1px;width:1px;zoom:1&quot;,l.inlineBlockNeedsLayout=a=3===b.offsetWidth,a&amp;&amp;(c.style.zoom=1)),c.removeChild(e))}),function(){var a=d.createElement(&quot;div&quot;);l.deleteExpando=!0;try{delete a.test}catch(b){l.deleteExpando=!1}a=null}();var M=function(a){var b=n.noData[(a.nodeName+&quot; &quot;).toLowerCase()],c=+a.nodeType||1;return 1!==c&amp;&amp;9!==c?!1:!b||b!==!0&amp;&amp;a.getAttribute(&quot;classid&quot;)===b},N=/^(?:\\{[\\w\\W]*\\}|\\[[\\w\\W]*\\])$/,O=/([A-Z])/g;function P(a,b,c){if(void 0===c&amp;&amp;1===a.nodeType){var d=&quot;data-&quot;+b.replace(O,&quot;-$1&quot;).toLowerCase();if(c=a.getAttribute(d),&quot;string&quot;==typeof c){try{c=&quot;true&quot;===c?!0:&quot;false&quot;===c?!1:&quot;null&quot;===c?null:+c+&quot;&quot;===c?+c:N.test(c)?n.parseJSON(c):c}catch(e){}n.data(a,b,c)}else c=void 0;\n",
       "}return c}function Q(a){var b;for(b in a)if((&quot;data&quot;!==b||!n.isEmptyObject(a[b]))&amp;&amp;&quot;toJSON&quot;!==b)return!1;return!0}function R(a,b,d,e){if(M(a)){var f,g,h=n.expando,i=a.nodeType,j=i?n.cache:a,k=i?a[h]:a[h]&amp;&amp;h;if(k&amp;&amp;j[k]&amp;&amp;(e||j[k].data)||void 0!==d||&quot;string&quot;!=typeof b)return k||(k=i?a[h]=c.pop()||n.guid++:h),j[k]||(j[k]=i?{}:{toJSON:n.noop}),&quot;object&quot;!=typeof b&amp;&amp;&quot;function&quot;!=typeof b||(e?j[k]=n.extend(j[k],b):j[k].data=n.extend(j[k].data,b)),g=j[k],e||(g.data||(g.data={}),g=g.data),void 0!==d&amp;&amp;(g[n.camelCase(b)]=d),&quot;string&quot;==typeof b?(f=g[b],null==f&amp;&amp;(f=g[n.camelCase(b)])):f=g,f}}function S(a,b,c){if(M(a)){var d,e,f=a.nodeType,g=f?n.cache:a,h=f?a[n.expando]:n.expando;if(g[h]){if(b&amp;&amp;(d=c?g[h]:g[h].data)){n.isArray(b)?b=b.concat(n.map(b,n.camelCase)):b in d?b=[b]:(b=n.camelCase(b),b=b in d?[b]:b.split(&quot; &quot;)),e=b.length;while(e--)delete d[b[e]];if(c?!Q(d):!n.isEmptyObject(d))return}(c||(delete g[h].data,Q(g[h])))&amp;&amp;(f?n.cleanData([a],!0):l.deleteExpando||g!=g.window?delete g[h]:g[h]=void 0)}}}n.extend({cache:{},noData:{&quot;applet &quot;:!0,&quot;embed &quot;:!0,&quot;object &quot;:&quot;clsid:D27CDB6E-AE6D-11cf-96B8-444553540000&quot;},hasData:function(a){return a=a.nodeType?n.cache[a[n.expando]]:a[n.expando],!!a&amp;&amp;!Q(a)},data:function(a,b,c){return R(a,b,c)},removeData:function(a,b){return S(a,b)},_data:function(a,b,c){return R(a,b,c,!0)},_removeData:function(a,b){return S(a,b,!0)}}),n.fn.extend({data:function(a,b){var c,d,e,f=this[0],g=f&amp;&amp;f.attributes;if(void 0===a){if(this.length&amp;&amp;(e=n.data(f),1===f.nodeType&amp;&amp;!n._data(f,&quot;parsedAttrs&quot;))){c=g.length;while(c--)g[c]&amp;&amp;(d=g[c].name,0===d.indexOf(&quot;data-&quot;)&amp;&amp;(d=n.camelCase(d.slice(5)),P(f,d,e[d])));n._data(f,&quot;parsedAttrs&quot;,!0)}return e}return&quot;object&quot;==typeof a?this.each(function(){n.data(this,a)}):arguments.length&gt;1?this.each(function(){n.data(this,a,b)}):f?P(f,a,n.data(f,a)):void 0},removeData:function(a){return this.each(function(){n.removeData(this,a)})}}),n.extend({queue:function(a,b,c){var d;return a?(b=(b||&quot;fx&quot;)+&quot;queue&quot;,d=n._data(a,b),c&amp;&amp;(!d||n.isArray(c)?d=n._data(a,b,n.makeArray(c)):d.push(c)),d||[]):void 0},dequeue:function(a,b){b=b||&quot;fx&quot;;var c=n.queue(a,b),d=c.length,e=c.shift(),f=n._queueHooks(a,b),g=function(){n.dequeue(a,b)};&quot;inprogress&quot;===e&amp;&amp;(e=c.shift(),d--),e&amp;&amp;(&quot;fx&quot;===b&amp;&amp;c.unshift(&quot;inprogress&quot;),delete f.stop,e.call(a,g,f)),!d&amp;&amp;f&amp;&amp;f.empty.fire()},_queueHooks:function(a,b){var c=b+&quot;queueHooks&quot;;return n._data(a,c)||n._data(a,c,{empty:n.Callbacks(&quot;once memory&quot;).add(function(){n._removeData(a,b+&quot;queue&quot;),n._removeData(a,c)})})}}),n.fn.extend({queue:function(a,b){var c=2;return&quot;string&quot;!=typeof a&amp;&amp;(b=a,a=&quot;fx&quot;,c--),arguments.length&lt;c?n.queue(this[0],a):void 0===b?this:this.each(function(){var c=n.queue(this,a,b);n._queueHooks(this,a),&quot;fx&quot;===a&amp;&amp;&quot;inprogress&quot;!==c[0]&amp;&amp;n.dequeue(this,a)})},dequeue:function(a){return this.each(function(){n.dequeue(this,a)})},clearQueue:function(a){return this.queue(a||&quot;fx&quot;,[])},promise:function(a,b){var c,d=1,e=n.Deferred(),f=this,g=this.length,h=function(){--d||e.resolveWith(f,[f])};&quot;string&quot;!=typeof a&amp;&amp;(b=a,a=void 0),a=a||&quot;fx&quot;;while(g--)c=n._data(f[g],a+&quot;queueHooks&quot;),c&amp;&amp;c.empty&amp;&amp;(d++,c.empty.add(h));return h(),e.promise(b)}}),function(){var a;l.shrinkWrapBlocks=function(){if(null!=a)return a;a=!1;var b,c,e;return c=d.getElementsByTagName(&quot;body&quot;)[0],c&amp;&amp;c.style?(b=d.createElement(&quot;div&quot;),e=d.createElement(&quot;div&quot;),e.style.cssText=&quot;position:absolute;border:0;width:0;height:0;top:0;left:-9999px&quot;,c.appendChild(e).appendChild(b),&quot;undefined&quot;!=typeof b.style.zoom&amp;&amp;(b.style.cssText=&quot;-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box;display:block;margin:0;border:0;padding:1px;width:1px;zoom:1&quot;,b.appendChild(d.createElement(&quot;div&quot;)).style.width=&quot;5px&quot;,a=3!==b.offsetWidth),c.removeChild(e),a):void 0}}();var T=/[+-]?(?:\\d*\\.|)\\d+(?:[eE][+-]?\\d+|)/.source,U=new RegExp(&quot;^(?:([+-])=|)(&quot;+T+&quot;)([a-z%]*)$&quot;,&quot;i&quot;),V=[&quot;Top&quot;,&quot;Right&quot;,&quot;Bottom&quot;,&quot;Left&quot;],W=function(a,b){return a=b||a,&quot;none&quot;===n.css(a,&quot;display&quot;)||!n.contains(a.ownerDocument,a)};function X(a,b,c,d){var e,f=1,g=20,h=d?function(){return d.cur()}:function(){return n.css(a,b,&quot;&quot;)},i=h(),j=c&amp;&amp;c[3]||(n.cssNumber[b]?&quot;&quot;:&quot;px&quot;),k=(n.cssNumber[b]||&quot;px&quot;!==j&amp;&amp;+i)&amp;&amp;U.exec(n.css(a,b));if(k&amp;&amp;k[3]!==j){j=j||k[3],c=c||[],k=+i||1;do f=f||&quot;.5&quot;,k/=f,n.style(a,b,k+j);while(f!==(f=h()/i)&amp;&amp;1!==f&amp;&amp;--g)}return c&amp;&amp;(k=+k||+i||0,e=c[1]?k+(c[1]+1)*c[2]:+c[2],d&amp;&amp;(d.unit=j,d.start=k,d.end=e)),e}var Y=function(a,b,c,d,e,f,g){var h=0,i=a.length,j=null==c;if(&quot;object&quot;===n.type(c)){e=!0;for(h in c)Y(a,b,h,c[h],!0,f,g)}else if(void 0!==d&amp;&amp;(e=!0,n.isFunction(d)||(g=!0),j&amp;&amp;(g?(b.call(a,d),b=null):(j=b,b=function(a,b,c){return j.call(n(a),c)})),b))for(;i&gt;h;h++)b(a[h],c,g?d:d.call(a[h],h,b(a[h],c)));return e?a:j?b.call(a):i?b(a[0],c):f},Z=/^(?:checkbox|radio)$/i,$=/&lt;([\\w:-]+)/,_=/^$|\\/(?:java|ecma)script/i,aa=/^\\s+/,ba=&quot;abbr|article|aside|audio|bdi|canvas|data|datalist|details|dialog|figcaption|figure|footer|header|hgroup|main|mark|meter|nav|output|picture|progress|section|summary|template|time|video&quot;;function ca(a){var b=ba.split(&quot;|&quot;),c=a.createDocumentFragment();if(c.createElement)while(b.length)c.createElement(b.pop());return c}!function(){var a=d.createElement(&quot;div&quot;),b=d.createDocumentFragment(),c=d.createElement(&quot;input&quot;);a.innerHTML=&quot;  &lt;link/&gt;&lt;table&gt;&lt;/table&gt;&lt;a href=&#x27;/a&#x27;&gt;a&lt;/a&gt;&lt;input type=&#x27;checkbox&#x27;/&gt;&quot;,l.leadingWhitespace=3===a.firstChild.nodeType,l.tbody=!a.getElementsByTagName(&quot;tbody&quot;).length,l.htmlSerialize=!!a.getElementsByTagName(&quot;link&quot;).length,l.html5Clone=&quot;&lt;:nav&gt;&lt;/:nav&gt;&quot;!==d.createElement(&quot;nav&quot;).cloneNode(!0).outerHTML,c.type=&quot;checkbox&quot;,c.checked=!0,b.appendChild(c),l.appendChecked=c.checked,a.innerHTML=&quot;&lt;textarea&gt;x&lt;/textarea&gt;&quot;,l.noCloneChecked=!!a.cloneNode(!0).lastChild.defaultValue,b.appendChild(a),c=d.createElement(&quot;input&quot;),c.setAttribute(&quot;type&quot;,&quot;radio&quot;),c.setAttribute(&quot;checked&quot;,&quot;checked&quot;),c.setAttribute(&quot;name&quot;,&quot;t&quot;),a.appendChild(c),l.checkClone=a.cloneNode(!0).cloneNode(!0).lastChild.checked,l.noCloneEvent=!!a.addEventListener,a[n.expando]=1,l.attributes=!a.getAttribute(n.expando)}();var da={option:[1,&quot;&lt;select multiple=&#x27;multiple&#x27;&gt;&quot;,&quot;&lt;/select&gt;&quot;],legend:[1,&quot;&lt;fieldset&gt;&quot;,&quot;&lt;/fieldset&gt;&quot;],area:[1,&quot;&lt;map&gt;&quot;,&quot;&lt;/map&gt;&quot;],param:[1,&quot;&lt;object&gt;&quot;,&quot;&lt;/object&gt;&quot;],thead:[1,&quot;&lt;table&gt;&quot;,&quot;&lt;/table&gt;&quot;],tr:[2,&quot;&lt;table&gt;&lt;tbody&gt;&quot;,&quot;&lt;/tbody&gt;&lt;/table&gt;&quot;],col:[2,&quot;&lt;table&gt;&lt;tbody&gt;&lt;/tbody&gt;&lt;colgroup&gt;&quot;,&quot;&lt;/colgroup&gt;&lt;/table&gt;&quot;],td:[3,&quot;&lt;table&gt;&lt;tbody&gt;&lt;tr&gt;&quot;,&quot;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&quot;],_default:l.htmlSerialize?[0,&quot;&quot;,&quot;&quot;]:[1,&quot;X&lt;div&gt;&quot;,&quot;&lt;/div&gt;&quot;]};da.optgroup=da.option,da.tbody=da.tfoot=da.colgroup=da.caption=da.thead,da.th=da.td;function ea(a,b){var c,d,e=0,f=&quot;undefined&quot;!=typeof a.getElementsByTagName?a.getElementsByTagName(b||&quot;*&quot;):&quot;undefined&quot;!=typeof a.querySelectorAll?a.querySelectorAll(b||&quot;*&quot;):void 0;if(!f)for(f=[],c=a.childNodes||a;null!=(d=c[e]);e++)!b||n.nodeName(d,b)?f.push(d):n.merge(f,ea(d,b));return void 0===b||b&amp;&amp;n.nodeName(a,b)?n.merge([a],f):f}function fa(a,b){for(var c,d=0;null!=(c=a[d]);d++)n._data(c,&quot;globalEval&quot;,!b||n._data(b[d],&quot;globalEval&quot;))}var ga=/&lt;|&amp;#?\\w+;/,ha=/&lt;tbody/i;function ia(a){Z.test(a.type)&amp;&amp;(a.defaultChecked=a.checked)}function ja(a,b,c,d,e){for(var f,g,h,i,j,k,m,o=a.length,p=ca(b),q=[],r=0;o&gt;r;r++)if(g=a[r],g||0===g)if(&quot;object&quot;===n.type(g))n.merge(q,g.nodeType?[g]:g);else if(ga.test(g)){i=i||p.appendChild(b.createElement(&quot;div&quot;)),j=($.exec(g)||[&quot;&quot;,&quot;&quot;])[1].toLowerCase(),m=da[j]||da._default,i.innerHTML=m[1]+n.htmlPrefilter(g)+m[2],f=m[0];while(f--)i=i.lastChild;if(!l.leadingWhitespace&amp;&amp;aa.test(g)&amp;&amp;q.push(b.createTextNode(aa.exec(g)[0])),!l.tbody){g=&quot;table&quot;!==j||ha.test(g)?&quot;&lt;table&gt;&quot;!==m[1]||ha.test(g)?0:i:i.firstChild,f=g&amp;&amp;g.childNodes.length;while(f--)n.nodeName(k=g.childNodes[f],&quot;tbody&quot;)&amp;&amp;!k.childNodes.length&amp;&amp;g.removeChild(k)}n.merge(q,i.childNodes),i.textContent=&quot;&quot;;while(i.firstChild)i.removeChild(i.firstChild);i=p.lastChild}else q.push(b.createTextNode(g));i&amp;&amp;p.removeChild(i),l.appendChecked||n.grep(ea(q,&quot;input&quot;),ia),r=0;while(g=q[r++])if(d&amp;&amp;n.inArray(g,d)&gt;-1)e&amp;&amp;e.push(g);else if(h=n.contains(g.ownerDocument,g),i=ea(p.appendChild(g),&quot;script&quot;),h&amp;&amp;fa(i),c){f=0;while(g=i[f++])_.test(g.type||&quot;&quot;)&amp;&amp;c.push(g)}return i=null,p}!function(){var b,c,e=d.createElement(&quot;div&quot;);for(b in{submit:!0,change:!0,focusin:!0})c=&quot;on&quot;+b,(l[b]=c in a)||(e.setAttribute(c,&quot;t&quot;),l[b]=e.attributes[c].expando===!1);e=null}();var ka=/^(?:input|select|textarea)$/i,la=/^key/,ma=/^(?:mouse|pointer|contextmenu|drag|drop)|click/,na=/^(?:focusinfocus|focusoutblur)$/,oa=/^([^.]*)(?:\\.(.+)|)/;function pa(){return!0}function qa(){return!1}function ra(){try{return d.activeElement}catch(a){}}function sa(a,b,c,d,e,f){var g,h;if(&quot;object&quot;==typeof b){&quot;string&quot;!=typeof c&amp;&amp;(d=d||c,c=void 0);for(h in b)sa(a,h,c,d,b[h],f);return a}if(null==d&amp;&amp;null==e?(e=c,d=c=void 0):null==e&amp;&amp;(&quot;string&quot;==typeof c?(e=d,d=void 0):(e=d,d=c,c=void 0)),e===!1)e=qa;else if(!e)return a;return 1===f&amp;&amp;(g=e,e=function(a){return n().off(a),g.apply(this,arguments)},e.guid=g.guid||(g.guid=n.guid++)),a.each(function(){n.event.add(this,b,e,d,c)})}n.event={global:{},add:function(a,b,c,d,e){var f,g,h,i,j,k,l,m,o,p,q,r=n._data(a);if(r){c.handler&amp;&amp;(i=c,c=i.handler,e=i.selector),c.guid||(c.guid=n.guid++),(g=r.events)||(g=r.events={}),(k=r.handle)||(k=r.handle=function(a){return&quot;undefined&quot;==typeof n||a&amp;&amp;n.event.triggered===a.type?void 0:n.event.dispatch.apply(k.elem,arguments)},k.elem=a),b=(b||&quot;&quot;).match(G)||[&quot;&quot;],h=b.length;while(h--)f=oa.exec(b[h])||[],o=q=f[1],p=(f[2]||&quot;&quot;).split(&quot;.&quot;).sort(),o&amp;&amp;(j=n.event.special[o]||{},o=(e?j.delegateType:j.bindType)||o,j=n.event.special[o]||{},l=n.extend({type:o,origType:q,data:d,handler:c,guid:c.guid,selector:e,needsContext:e&amp;&amp;n.expr.match.needsContext.test(e),namespace:p.join(&quot;.&quot;)},i),(m=g[o])||(m=g[o]=[],m.delegateCount=0,j.setup&amp;&amp;j.setup.call(a,d,p,k)!==!1||(a.addEventListener?a.addEventListener(o,k,!1):a.attachEvent&amp;&amp;a.attachEvent(&quot;on&quot;+o,k))),j.add&amp;&amp;(j.add.call(a,l),l.handler.guid||(l.handler.guid=c.guid)),e?m.splice(m.delegateCount++,0,l):m.push(l),n.event.global[o]=!0);a=null}},remove:function(a,b,c,d,e){var f,g,h,i,j,k,l,m,o,p,q,r=n.hasData(a)&amp;&amp;n._data(a);if(r&amp;&amp;(k=r.events)){b=(b||&quot;&quot;).match(G)||[&quot;&quot;],j=b.length;while(j--)if(h=oa.exec(b[j])||[],o=q=h[1],p=(h[2]||&quot;&quot;).split(&quot;.&quot;).sort(),o){l=n.event.special[o]||{},o=(d?l.delegateType:l.bindType)||o,m=k[o]||[],h=h[2]&amp;&amp;new RegExp(&quot;(^|\\\\.)&quot;+p.join(&quot;\\\\.(?:.*\\\\.|)&quot;)+&quot;(\\\\.|$)&quot;),i=f=m.length;while(f--)g=m[f],!e&amp;&amp;q!==g.origType||c&amp;&amp;c.guid!==g.guid||h&amp;&amp;!h.test(g.namespace)||d&amp;&amp;d!==g.selector&amp;&amp;(&quot;**&quot;!==d||!g.selector)||(m.splice(f,1),g.selector&amp;&amp;m.delegateCount--,l.remove&amp;&amp;l.remove.call(a,g));i&amp;&amp;!m.length&amp;&amp;(l.teardown&amp;&amp;l.teardown.call(a,p,r.handle)!==!1||n.removeEvent(a,o,r.handle),delete k[o])}else for(o in k)n.event.remove(a,o+b[j],c,d,!0);n.isEmptyObject(k)&amp;&amp;(delete r.handle,n._removeData(a,&quot;events&quot;))}},trigger:function(b,c,e,f){var g,h,i,j,l,m,o,p=[e||d],q=k.call(b,&quot;type&quot;)?b.type:b,r=k.call(b,&quot;namespace&quot;)?b.namespace.split(&quot;.&quot;):[];if(i=m=e=e||d,3!==e.nodeType&amp;&amp;8!==e.nodeType&amp;&amp;!na.test(q+n.event.triggered)&amp;&amp;(q.indexOf(&quot;.&quot;)&gt;-1&amp;&amp;(r=q.split(&quot;.&quot;),q=r.shift(),r.sort()),h=q.indexOf(&quot;:&quot;)&lt;0&amp;&amp;&quot;on&quot;+q,b=b[n.expando]?b:new n.Event(q,&quot;object&quot;==typeof b&amp;&amp;b),b.isTrigger=f?2:3,b.namespace=r.join(&quot;.&quot;),b.rnamespace=b.namespace?new RegExp(&quot;(^|\\\\.)&quot;+r.join(&quot;\\\\.(?:.*\\\\.|)&quot;)+&quot;(\\\\.|$)&quot;):null,b.result=void 0,b.target||(b.target=e),c=null==c?[b]:n.makeArray(c,[b]),l=n.event.special[q]||{},f||!l.trigger||l.trigger.apply(e,c)!==!1)){if(!f&amp;&amp;!l.noBubble&amp;&amp;!n.isWindow(e)){for(j=l.delegateType||q,na.test(j+q)||(i=i.parentNode);i;i=i.parentNode)p.push(i),m=i;m===(e.ownerDocument||d)&amp;&amp;p.push(m.defaultView||m.parentWindow||a)}o=0;while((i=p[o++])&amp;&amp;!b.isPropagationStopped())b.type=o&gt;1?j:l.bindType||q,g=(n._data(i,&quot;events&quot;)||{})[b.type]&amp;&amp;n._data(i,&quot;handle&quot;),g&amp;&amp;g.apply(i,c),g=h&amp;&amp;i[h],g&amp;&amp;g.apply&amp;&amp;M(i)&amp;&amp;(b.result=g.apply(i,c),b.result===!1&amp;&amp;b.preventDefault());if(b.type=q,!f&amp;&amp;!b.isDefaultPrevented()&amp;&amp;(!l._default||l._default.apply(p.pop(),c)===!1)&amp;&amp;M(e)&amp;&amp;h&amp;&amp;e[q]&amp;&amp;!n.isWindow(e)){m=e[h],m&amp;&amp;(e[h]=null),n.event.triggered=q;try{e[q]()}catch(s){}n.event.triggered=void 0,m&amp;&amp;(e[h]=m)}return b.result}},dispatch:function(a){a=n.event.fix(a);var b,c,d,f,g,h=[],i=e.call(arguments),j=(n._data(this,&quot;events&quot;)||{})[a.type]||[],k=n.event.special[a.type]||{};if(i[0]=a,a.delegateTarget=this,!k.preDispatch||k.preDispatch.call(this,a)!==!1){h=n.event.handlers.call(this,a,j),b=0;while((f=h[b++])&amp;&amp;!a.isPropagationStopped()){a.currentTarget=f.elem,c=0;while((g=f.handlers[c++])&amp;&amp;!a.isImmediatePropagationStopped())a.rnamespace&amp;&amp;!a.rnamespace.test(g.namespace)||(a.handleObj=g,a.data=g.data,d=((n.event.special[g.origType]||{}).handle||g.handler).apply(f.elem,i),void 0!==d&amp;&amp;(a.result=d)===!1&amp;&amp;(a.preventDefault(),a.stopPropagation()))}return k.postDispatch&amp;&amp;k.postDispatch.call(this,a),a.result}},handlers:function(a,b){var c,d,e,f,g=[],h=b.delegateCount,i=a.target;if(h&amp;&amp;i.nodeType&amp;&amp;(&quot;click&quot;!==a.type||isNaN(a.button)||a.button&lt;1))for(;i!=this;i=i.parentNode||this)if(1===i.nodeType&amp;&amp;(i.disabled!==!0||&quot;click&quot;!==a.type)){for(d=[],c=0;h&gt;c;c++)f=b[c],e=f.selector+&quot; &quot;,void 0===d[e]&amp;&amp;(d[e]=f.needsContext?n(e,this).index(i)&gt;-1:n.find(e,this,null,[i]).length),d[e]&amp;&amp;d.push(f);d.length&amp;&amp;g.push({elem:i,handlers:d})}return h&lt;b.length&amp;&amp;g.push({elem:this,handlers:b.slice(h)}),g},fix:function(a){if(a[n.expando])return a;var b,c,e,f=a.type,g=a,h=this.fixHooks[f];h||(this.fixHooks[f]=h=ma.test(f)?this.mouseHooks:la.test(f)?this.keyHooks:{}),e=h.props?this.props.concat(h.props):this.props,a=new n.Event(g),b=e.length;while(b--)c=e[b],a[c]=g[c];return a.target||(a.target=g.srcElement||d),3===a.target.nodeType&amp;&amp;(a.target=a.target.parentNode),a.metaKey=!!a.metaKey,h.filter?h.filter(a,g):a},props:&quot;altKey bubbles cancelable ctrlKey currentTarget detail eventPhase metaKey relatedTarget shiftKey target timeStamp view which&quot;.split(&quot; &quot;),fixHooks:{},keyHooks:{props:&quot;char charCode key keyCode&quot;.split(&quot; &quot;),filter:function(a,b){return null==a.which&amp;&amp;(a.which=null!=b.charCode?b.charCode:b.keyCode),a}},mouseHooks:{props:&quot;button buttons clientX clientY fromElement offsetX offsetY pageX pageY screenX screenY toElement&quot;.split(&quot; &quot;),filter:function(a,b){var c,e,f,g=b.button,h=b.fromElement;return null==a.pageX&amp;&amp;null!=b.clientX&amp;&amp;(e=a.target.ownerDocument||d,f=e.documentElement,c=e.body,a.pageX=b.clientX+(f&amp;&amp;f.scrollLeft||c&amp;&amp;c.scrollLeft||0)-(f&amp;&amp;f.clientLeft||c&amp;&amp;c.clientLeft||0),a.pageY=b.clientY+(f&amp;&amp;f.scrollTop||c&amp;&amp;c.scrollTop||0)-(f&amp;&amp;f.clientTop||c&amp;&amp;c.clientTop||0)),!a.relatedTarget&amp;&amp;h&amp;&amp;(a.relatedTarget=h===a.target?b.toElement:h),a.which||void 0===g||(a.which=1&amp;g?1:2&amp;g?3:4&amp;g?2:0),a}},special:{load:{noBubble:!0},focus:{trigger:function(){if(this!==ra()&amp;&amp;this.focus)try{return this.focus(),!1}catch(a){}},delegateType:&quot;focusin&quot;},blur:{trigger:function(){return this===ra()&amp;&amp;this.blur?(this.blur(),!1):void 0},delegateType:&quot;focusout&quot;},click:{trigger:function(){return n.nodeName(this,&quot;input&quot;)&amp;&amp;&quot;checkbox&quot;===this.type&amp;&amp;this.click?(this.click(),!1):void 0},_default:function(a){return n.nodeName(a.target,&quot;a&quot;)}},beforeunload:{postDispatch:function(a){void 0!==a.result&amp;&amp;a.originalEvent&amp;&amp;(a.originalEvent.returnValue=a.result)}}},simulate:function(a,b,c){var d=n.extend(new n.Event,c,{type:a,isSimulated:!0});n.event.trigger(d,null,b),d.isDefaultPrevented()&amp;&amp;c.preventDefault()}},n.removeEvent=d.removeEventListener?function(a,b,c){a.removeEventListener&amp;&amp;a.removeEventListener(b,c)}:function(a,b,c){var d=&quot;on&quot;+b;a.detachEvent&amp;&amp;(&quot;undefined&quot;==typeof a[d]&amp;&amp;(a[d]=null),a.detachEvent(d,c))},n.Event=function(a,b){return this instanceof n.Event?(a&amp;&amp;a.type?(this.originalEvent=a,this.type=a.type,this.isDefaultPrevented=a.defaultPrevented||void 0===a.defaultPrevented&amp;&amp;a.returnValue===!1?pa:qa):this.type=a,b&amp;&amp;n.extend(this,b),this.timeStamp=a&amp;&amp;a.timeStamp||n.now(),void(this[n.expando]=!0)):new n.Event(a,b)},n.Event.prototype={constructor:n.Event,isDefaultPrevented:qa,isPropagationStopped:qa,isImmediatePropagationStopped:qa,preventDefault:function(){var a=this.originalEvent;this.isDefaultPrevented=pa,a&amp;&amp;(a.preventDefault?a.preventDefault():a.returnValue=!1)},stopPropagation:function(){var a=this.originalEvent;this.isPropagationStopped=pa,a&amp;&amp;!this.isSimulated&amp;&amp;(a.stopPropagation&amp;&amp;a.stopPropagation(),a.cancelBubble=!0)},stopImmediatePropagation:function(){var a=this.originalEvent;this.isImmediatePropagationStopped=pa,a&amp;&amp;a.stopImmediatePropagation&amp;&amp;a.stopImmediatePropagation(),this.stopPropagation()}},n.each({mouseenter:&quot;mouseover&quot;,mouseleave:&quot;mouseout&quot;,pointerenter:&quot;pointerover&quot;,pointerleave:&quot;pointerout&quot;},function(a,b){n.event.special[a]={delegateType:b,bindType:b,handle:function(a){var c,d=this,e=a.relatedTarget,f=a.handleObj;return e&amp;&amp;(e===d||n.contains(d,e))||(a.type=f.origType,c=f.handler.apply(this,arguments),a.type=b),c}}}),l.submit||(n.event.special.submit={setup:function(){return n.nodeName(this,&quot;form&quot;)?!1:void n.event.add(this,&quot;click._submit keypress._submit&quot;,function(a){var b=a.target,c=n.nodeName(b,&quot;input&quot;)||n.nodeName(b,&quot;button&quot;)?n.prop(b,&quot;form&quot;):void 0;c&amp;&amp;!n._data(c,&quot;submit&quot;)&amp;&amp;(n.event.add(c,&quot;submit._submit&quot;,function(a){a._submitBubble=!0}),n._data(c,&quot;submit&quot;,!0))})},postDispatch:function(a){a._submitBubble&amp;&amp;(delete a._submitBubble,this.parentNode&amp;&amp;!a.isTrigger&amp;&amp;n.event.simulate(&quot;submit&quot;,this.parentNode,a))},teardown:function(){return n.nodeName(this,&quot;form&quot;)?!1:void n.event.remove(this,&quot;._submit&quot;)}}),l.change||(n.event.special.change={setup:function(){return ka.test(this.nodeName)?(&quot;checkbox&quot;!==this.type&amp;&amp;&quot;radio&quot;!==this.type||(n.event.add(this,&quot;propertychange._change&quot;,function(a){&quot;checked&quot;===a.originalEvent.propertyName&amp;&amp;(this._justChanged=!0)}),n.event.add(this,&quot;click._change&quot;,function(a){this._justChanged&amp;&amp;!a.isTrigger&amp;&amp;(this._justChanged=!1),n.event.simulate(&quot;change&quot;,this,a)})),!1):void n.event.add(this,&quot;beforeactivate._change&quot;,function(a){var b=a.target;ka.test(b.nodeName)&amp;&amp;!n._data(b,&quot;change&quot;)&amp;&amp;(n.event.add(b,&quot;change._change&quot;,function(a){!this.parentNode||a.isSimulated||a.isTrigger||n.event.simulate(&quot;change&quot;,this.parentNode,a)}),n._data(b,&quot;change&quot;,!0))})},handle:function(a){var b=a.target;return this!==b||a.isSimulated||a.isTrigger||&quot;radio&quot;!==b.type&amp;&amp;&quot;checkbox&quot;!==b.type?a.handleObj.handler.apply(this,arguments):void 0},teardown:function(){return n.event.remove(this,&quot;._change&quot;),!ka.test(this.nodeName)}}),l.focusin||n.each({focus:&quot;focusin&quot;,blur:&quot;focusout&quot;},function(a,b){var c=function(a){n.event.simulate(b,a.target,n.event.fix(a))};n.event.special[b]={setup:function(){var d=this.ownerDocument||this,e=n._data(d,b);e||d.addEventListener(a,c,!0),n._data(d,b,(e||0)+1)},teardown:function(){var d=this.ownerDocument||this,e=n._data(d,b)-1;e?n._data(d,b,e):(d.removeEventListener(a,c,!0),n._removeData(d,b))}}}),n.fn.extend({on:function(a,b,c,d){return sa(this,a,b,c,d)},one:function(a,b,c,d){return sa(this,a,b,c,d,1)},off:function(a,b,c){var d,e;if(a&amp;&amp;a.preventDefault&amp;&amp;a.handleObj)return d=a.handleObj,n(a.delegateTarget).off(d.namespace?d.origType+&quot;.&quot;+d.namespace:d.origType,d.selector,d.handler),this;if(&quot;object&quot;==typeof a){for(e in a)this.off(e,b,a[e]);return this}return b!==!1&amp;&amp;&quot;function&quot;!=typeof b||(c=b,b=void 0),c===!1&amp;&amp;(c=qa),this.each(function(){n.event.remove(this,a,c,b)})},trigger:function(a,b){return this.each(function(){n.event.trigger(a,b,this)})},triggerHandler:function(a,b){var c=this[0];return c?n.event.trigger(a,b,c,!0):void 0}});var ta=/ jQuery\\d+=&quot;(?:null|\\d+)&quot;/g,ua=new RegExp(&quot;&lt;(?:&quot;+ba+&quot;)[\\\\s/&gt;]&quot;,&quot;i&quot;),va=/&lt;(?!area|br|col|embed|hr|img|input|link|meta|param)(([\\w:-]+)[^&gt;]*)\\/&gt;/gi,wa=/&lt;script|&lt;style|&lt;link/i,xa=/checked\\s*(?:[^=]|=\\s*.checked.)/i,ya=/^true\\/(.*)/,za=/^\\s*&lt;!(?:\\[CDATA\\[|--)|(?:\\]\\]|--)&gt;\\s*$/g,Aa=ca(d),Ba=Aa.appendChild(d.createElement(&quot;div&quot;));function Ca(a,b){return n.nodeName(a,&quot;table&quot;)&amp;&amp;n.nodeName(11!==b.nodeType?b:b.firstChild,&quot;tr&quot;)?a.getElementsByTagName(&quot;tbody&quot;)[0]||a.appendChild(a.ownerDocument.createElement(&quot;tbody&quot;)):a}function Da(a){return a.type=(null!==n.find.attr(a,&quot;type&quot;))+&quot;/&quot;+a.type,a}function Ea(a){var b=ya.exec(a.type);return b?a.type=b[1]:a.removeAttribute(&quot;type&quot;),a}function Fa(a,b){if(1===b.nodeType&amp;&amp;n.hasData(a)){var c,d,e,f=n._data(a),g=n._data(b,f),h=f.events;if(h){delete g.handle,g.events={};for(c in h)for(d=0,e=h[c].length;e&gt;d;d++)n.event.add(b,c,h[c][d])}g.data&amp;&amp;(g.data=n.extend({},g.data))}}function Ga(a,b){var c,d,e;if(1===b.nodeType){if(c=b.nodeName.toLowerCase(),!l.noCloneEvent&amp;&amp;b[n.expando]){e=n._data(b);for(d in e.events)n.removeEvent(b,d,e.handle);b.removeAttribute(n.expando)}&quot;script&quot;===c&amp;&amp;b.text!==a.text?(Da(b).text=a.text,Ea(b)):&quot;object&quot;===c?(b.parentNode&amp;&amp;(b.outerHTML=a.outerHTML),l.html5Clone&amp;&amp;a.innerHTML&amp;&amp;!n.trim(b.innerHTML)&amp;&amp;(b.innerHTML=a.innerHTML)):&quot;input&quot;===c&amp;&amp;Z.test(a.type)?(b.defaultChecked=b.checked=a.checked,b.value!==a.value&amp;&amp;(b.value=a.value)):&quot;option&quot;===c?b.defaultSelected=b.selected=a.defaultSelected:&quot;input&quot;!==c&amp;&amp;&quot;textarea&quot;!==c||(b.defaultValue=a.defaultValue)}}function Ha(a,b,c,d){b=f.apply([],b);var e,g,h,i,j,k,m=0,o=a.length,p=o-1,q=b[0],r=n.isFunction(q);if(r||o&gt;1&amp;&amp;&quot;string&quot;==typeof q&amp;&amp;!l.checkClone&amp;&amp;xa.test(q))return a.each(function(e){var f=a.eq(e);r&amp;&amp;(b[0]=q.call(this,e,f.html())),Ha(f,b,c,d)});if(o&amp;&amp;(k=ja(b,a[0].ownerDocument,!1,a,d),e=k.firstChild,1===k.childNodes.length&amp;&amp;(k=e),e||d)){for(i=n.map(ea(k,&quot;script&quot;),Da),h=i.length;o&gt;m;m++)g=k,m!==p&amp;&amp;(g=n.clone(g,!0,!0),h&amp;&amp;n.merge(i,ea(g,&quot;script&quot;))),c.call(a[m],g,m);if(h)for(j=i[i.length-1].ownerDocument,n.map(i,Ea),m=0;h&gt;m;m++)g=i[m],_.test(g.type||&quot;&quot;)&amp;&amp;!n._data(g,&quot;globalEval&quot;)&amp;&amp;n.contains(j,g)&amp;&amp;(g.src?n._evalUrl&amp;&amp;n._evalUrl(g.src):n.globalEval((g.text||g.textContent||g.innerHTML||&quot;&quot;).replace(za,&quot;&quot;)));k=e=null}return a}function Ia(a,b,c){for(var d,e=b?n.filter(b,a):a,f=0;null!=(d=e[f]);f++)c||1!==d.nodeType||n.cleanData(ea(d)),d.parentNode&amp;&amp;(c&amp;&amp;n.contains(d.ownerDocument,d)&amp;&amp;fa(ea(d,&quot;script&quot;)),d.parentNode.removeChild(d));return a}n.extend({htmlPrefilter:function(a){return a.replace(va,&quot;&lt;$1&gt;&lt;/$2&gt;&quot;)},clone:function(a,b,c){var d,e,f,g,h,i=n.contains(a.ownerDocument,a);if(l.html5Clone||n.isXMLDoc(a)||!ua.test(&quot;&lt;&quot;+a.nodeName+&quot;&gt;&quot;)?f=a.cloneNode(!0):(Ba.innerHTML=a.outerHTML,Ba.removeChild(f=Ba.firstChild)),!(l.noCloneEvent&amp;&amp;l.noCloneChecked||1!==a.nodeType&amp;&amp;11!==a.nodeType||n.isXMLDoc(a)))for(d=ea(f),h=ea(a),g=0;null!=(e=h[g]);++g)d[g]&amp;&amp;Ga(e,d[g]);if(b)if(c)for(h=h||ea(a),d=d||ea(f),g=0;null!=(e=h[g]);g++)Fa(e,d[g]);else Fa(a,f);return d=ea(f,&quot;script&quot;),d.length&gt;0&amp;&amp;fa(d,!i&amp;&amp;ea(a,&quot;script&quot;)),d=h=e=null,f},cleanData:function(a,b){for(var d,e,f,g,h=0,i=n.expando,j=n.cache,k=l.attributes,m=n.event.special;null!=(d=a[h]);h++)if((b||M(d))&amp;&amp;(f=d[i],g=f&amp;&amp;j[f])){if(g.events)for(e in g.events)m[e]?n.event.remove(d,e):n.removeEvent(d,e,g.handle);j[f]&amp;&amp;(delete j[f],k||&quot;undefined&quot;==typeof d.removeAttribute?d[i]=void 0:d.removeAttribute(i),c.push(f))}}}),n.fn.extend({domManip:Ha,detach:function(a){return Ia(this,a,!0)},remove:function(a){return Ia(this,a)},text:function(a){return Y(this,function(a){return void 0===a?n.text(this):this.empty().append((this[0]&amp;&amp;this[0].ownerDocument||d).createTextNode(a))},null,a,arguments.length)},append:function(){return Ha(this,arguments,function(a){if(1===this.nodeType||11===this.nodeType||9===this.nodeType){var b=Ca(this,a);b.appendChild(a)}})},prepend:function(){return Ha(this,arguments,function(a){if(1===this.nodeType||11===this.nodeType||9===this.nodeType){var b=Ca(this,a);b.insertBefore(a,b.firstChild)}})},before:function(){return Ha(this,arguments,function(a){this.parentNode&amp;&amp;this.parentNode.insertBefore(a,this)})},after:function(){return Ha(this,arguments,function(a){this.parentNode&amp;&amp;this.parentNode.insertBefore(a,this.nextSibling)})},empty:function(){for(var a,b=0;null!=(a=this[b]);b++){1===a.nodeType&amp;&amp;n.cleanData(ea(a,!1));while(a.firstChild)a.removeChild(a.firstChild);a.options&amp;&amp;n.nodeName(a,&quot;select&quot;)&amp;&amp;(a.options.length=0)}return this},clone:function(a,b){return a=null==a?!1:a,b=null==b?a:b,this.map(function(){return n.clone(this,a,b)})},html:function(a){return Y(this,function(a){var b=this[0]||{},c=0,d=this.length;if(void 0===a)return 1===b.nodeType?b.innerHTML.replace(ta,&quot;&quot;):void 0;if(&quot;string&quot;==typeof a&amp;&amp;!wa.test(a)&amp;&amp;(l.htmlSerialize||!ua.test(a))&amp;&amp;(l.leadingWhitespace||!aa.test(a))&amp;&amp;!da[($.exec(a)||[&quot;&quot;,&quot;&quot;])[1].toLowerCase()]){a=n.htmlPrefilter(a);try{for(;d&gt;c;c++)b=this[c]||{},1===b.nodeType&amp;&amp;(n.cleanData(ea(b,!1)),b.innerHTML=a);b=0}catch(e){}}b&amp;&amp;this.empty().append(a)},null,a,arguments.length)},replaceWith:function(){var a=[];return Ha(this,arguments,function(b){var c=this.parentNode;n.inArray(this,a)&lt;0&amp;&amp;(n.cleanData(ea(this)),c&amp;&amp;c.replaceChild(b,this))},a)}}),n.each({appendTo:&quot;append&quot;,prependTo:&quot;prepend&quot;,insertBefore:&quot;before&quot;,insertAfter:&quot;after&quot;,replaceAll:&quot;replaceWith&quot;},function(a,b){n.fn[a]=function(a){for(var c,d=0,e=[],f=n(a),h=f.length-1;h&gt;=d;d++)c=d===h?this:this.clone(!0),n(f[d])[b](c),g.apply(e,c.get());return this.pushStack(e)}});var Ja,Ka={HTML:&quot;block&quot;,BODY:&quot;block&quot;};function La(a,b){var c=n(b.createElement(a)).appendTo(b.body),d=n.css(c[0],&quot;display&quot;);return c.detach(),d}function Ma(a){var b=d,c=Ka[a];return c||(c=La(a,b),&quot;none&quot;!==c&amp;&amp;c||(Ja=(Ja||n(&quot;&lt;iframe frameborder=&#x27;0&#x27; width=&#x27;0&#x27; height=&#x27;0&#x27;/&gt;&quot;)).appendTo(b.documentElement),b=(Ja[0].contentWindow||Ja[0].contentDocument).document,b.write(),b.close(),c=La(a,b),Ja.detach()),Ka[a]=c),c}var Na=/^margin/,Oa=new RegExp(&quot;^(&quot;+T+&quot;)(?!px)[a-z%]+$&quot;,&quot;i&quot;),Pa=function(a,b,c,d){var e,f,g={};for(f in b)g[f]=a.style[f],a.style[f]=b[f];e=c.apply(a,d||[]);for(f in b)a.style[f]=g[f];return e},Qa=d.documentElement;!function(){var b,c,e,f,g,h,i=d.createElement(&quot;div&quot;),j=d.createElement(&quot;div&quot;);if(j.style){j.style.cssText=&quot;float:left;opacity:.5&quot;,l.opacity=&quot;0.5&quot;===j.style.opacity,l.cssFloat=!!j.style.cssFloat,j.style.backgroundClip=&quot;content-box&quot;,j.cloneNode(!0).style.backgroundClip=&quot;&quot;,l.clearCloneStyle=&quot;content-box&quot;===j.style.backgroundClip,i=d.createElement(&quot;div&quot;),i.style.cssText=&quot;border:0;width:8px;height:0;top:0;left:-9999px;padding:0;margin-top:1px;position:absolute&quot;,j.innerHTML=&quot;&quot;,i.appendChild(j),l.boxSizing=&quot;&quot;===j.style.boxSizing||&quot;&quot;===j.style.MozBoxSizing||&quot;&quot;===j.style.WebkitBoxSizing,n.extend(l,{reliableHiddenOffsets:function(){return null==b&amp;&amp;k(),f},boxSizingReliable:function(){return null==b&amp;&amp;k(),e},pixelMarginRight:function(){return null==b&amp;&amp;k(),c},pixelPosition:function(){return null==b&amp;&amp;k(),b},reliableMarginRight:function(){return null==b&amp;&amp;k(),g},reliableMarginLeft:function(){return null==b&amp;&amp;k(),h}});function k(){var k,l,m=d.documentElement;m.appendChild(i),j.style.cssText=&quot;-webkit-box-sizing:border-box;box-sizing:border-box;position:relative;display:block;margin:auto;border:1px;padding:1px;top:1%;width:50%&quot;,b=e=h=!1,c=g=!0,a.getComputedStyle&amp;&amp;(l=a.getComputedStyle(j),b=&quot;1%&quot;!==(l||{}).top,h=&quot;2px&quot;===(l||{}).marginLeft,e=&quot;4px&quot;===(l||{width:&quot;4px&quot;}).width,j.style.marginRight=&quot;50%&quot;,c=&quot;4px&quot;===(l||{marginRight:&quot;4px&quot;}).marginRight,k=j.appendChild(d.createElement(&quot;div&quot;)),k.style.cssText=j.style.cssText=&quot;-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box;display:block;margin:0;border:0;padding:0&quot;,k.style.marginRight=k.style.width=&quot;0&quot;,j.style.width=&quot;1px&quot;,g=!parseFloat((a.getComputedStyle(k)||{}).marginRight),j.removeChild(k)),j.style.display=&quot;none&quot;,f=0===j.getClientRects().length,f&amp;&amp;(j.style.display=&quot;&quot;,j.innerHTML=&quot;&lt;table&gt;&lt;tr&gt;&lt;td&gt;&lt;/td&gt;&lt;td&gt;t&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;&quot;,j.childNodes[0].style.borderCollapse=&quot;separate&quot;,k=j.getElementsByTagName(&quot;td&quot;),k[0].style.cssText=&quot;margin:0;border:0;padding:0;display:none&quot;,f=0===k[0].offsetHeight,f&amp;&amp;(k[0].style.display=&quot;&quot;,k[1].style.display=&quot;none&quot;,f=0===k[0].offsetHeight)),m.removeChild(i)}}}();var Ra,Sa,Ta=/^(top|right|bottom|left)$/;a.getComputedStyle?(Ra=function(b){var c=b.ownerDocument.defaultView;return c&amp;&amp;c.opener||(c=a),c.getComputedStyle(b)},Sa=function(a,b,c){var d,e,f,g,h=a.style;return c=c||Ra(a),g=c?c.getPropertyValue(b)||c[b]:void 0,&quot;&quot;!==g&amp;&amp;void 0!==g||n.contains(a.ownerDocument,a)||(g=n.style(a,b)),c&amp;&amp;!l.pixelMarginRight()&amp;&amp;Oa.test(g)&amp;&amp;Na.test(b)&amp;&amp;(d=h.width,e=h.minWidth,f=h.maxWidth,h.minWidth=h.maxWidth=h.width=g,g=c.width,h.width=d,h.minWidth=e,h.maxWidth=f),void 0===g?g:g+&quot;&quot;}):Qa.currentStyle&amp;&amp;(Ra=function(a){return a.currentStyle},Sa=function(a,b,c){var d,e,f,g,h=a.style;return c=c||Ra(a),g=c?c[b]:void 0,null==g&amp;&amp;h&amp;&amp;h[b]&amp;&amp;(g=h[b]),Oa.test(g)&amp;&amp;!Ta.test(b)&amp;&amp;(d=h.left,e=a.runtimeStyle,f=e&amp;&amp;e.left,f&amp;&amp;(e.left=a.currentStyle.left),h.left=&quot;fontSize&quot;===b?&quot;1em&quot;:g,g=h.pixelLeft+&quot;px&quot;,h.left=d,f&amp;&amp;(e.left=f)),void 0===g?g:g+&quot;&quot;||&quot;auto&quot;});function Ua(a,b){return{get:function(){return a()?void delete this.get:(this.get=b).apply(this,arguments)}}}var Va=/alpha\\([^)]*\\)/i,Wa=/opacity\\s*=\\s*([^)]*)/i,Xa=/^(none|table(?!-c[ea]).+)/,Ya=new RegExp(&quot;^(&quot;+T+&quot;)(.*)$&quot;,&quot;i&quot;),Za={position:&quot;absolute&quot;,visibility:&quot;hidden&quot;,display:&quot;block&quot;},$a={letterSpacing:&quot;0&quot;,fontWeight:&quot;400&quot;},_a=[&quot;Webkit&quot;,&quot;O&quot;,&quot;Moz&quot;,&quot;ms&quot;],ab=d.createElement(&quot;div&quot;).style;function bb(a){if(a in ab)return a;var b=a.charAt(0).toUpperCase()+a.slice(1),c=_a.length;while(c--)if(a=_a[c]+b,a in ab)return a}function cb(a,b){for(var c,d,e,f=[],g=0,h=a.length;h&gt;g;g++)d=a[g],d.style&amp;&amp;(f[g]=n._data(d,&quot;olddisplay&quot;),c=d.style.display,b?(f[g]||&quot;none&quot;!==c||(d.style.display=&quot;&quot;),&quot;&quot;===d.style.display&amp;&amp;W(d)&amp;&amp;(f[g]=n._data(d,&quot;olddisplay&quot;,Ma(d.nodeName)))):(e=W(d),(c&amp;&amp;&quot;none&quot;!==c||!e)&amp;&amp;n._data(d,&quot;olddisplay&quot;,e?c:n.css(d,&quot;display&quot;))));for(g=0;h&gt;g;g++)d=a[g],d.style&amp;&amp;(b&amp;&amp;&quot;none&quot;!==d.style.display&amp;&amp;&quot;&quot;!==d.style.display||(d.style.display=b?f[g]||&quot;&quot;:&quot;none&quot;));return a}function db(a,b,c){var d=Ya.exec(b);return d?Math.max(0,d[1]-(c||0))+(d[2]||&quot;px&quot;):b}function eb(a,b,c,d,e){for(var f=c===(d?&quot;border&quot;:&quot;content&quot;)?4:&quot;width&quot;===b?1:0,g=0;4&gt;f;f+=2)&quot;margin&quot;===c&amp;&amp;(g+=n.css(a,c+V[f],!0,e)),d?(&quot;content&quot;===c&amp;&amp;(g-=n.css(a,&quot;padding&quot;+V[f],!0,e)),&quot;margin&quot;!==c&amp;&amp;(g-=n.css(a,&quot;border&quot;+V[f]+&quot;Width&quot;,!0,e))):(g+=n.css(a,&quot;padding&quot;+V[f],!0,e),&quot;padding&quot;!==c&amp;&amp;(g+=n.css(a,&quot;border&quot;+V[f]+&quot;Width&quot;,!0,e)));return g}function fb(a,b,c){var d=!0,e=&quot;width&quot;===b?a.offsetWidth:a.offsetHeight,f=Ra(a),g=l.boxSizing&amp;&amp;&quot;border-box&quot;===n.css(a,&quot;boxSizing&quot;,!1,f);if(0&gt;=e||null==e){if(e=Sa(a,b,f),(0&gt;e||null==e)&amp;&amp;(e=a.style[b]),Oa.test(e))return e;d=g&amp;&amp;(l.boxSizingReliable()||e===a.style[b]),e=parseFloat(e)||0}return e+eb(a,b,c||(g?&quot;border&quot;:&quot;content&quot;),d,f)+&quot;px&quot;}n.extend({cssHooks:{opacity:{get:function(a,b){if(b){var c=Sa(a,&quot;opacity&quot;);return&quot;&quot;===c?&quot;1&quot;:c}}}},cssNumber:{animationIterationCount:!0,columnCount:!0,fillOpacity:!0,flexGrow:!0,flexShrink:!0,fontWeight:!0,lineHeight:!0,opacity:!0,order:!0,orphans:!0,widows:!0,zIndex:!0,zoom:!0},cssProps:{&quot;float&quot;:l.cssFloat?&quot;cssFloat&quot;:&quot;styleFloat&quot;},style:function(a,b,c,d){if(a&amp;&amp;3!==a.nodeType&amp;&amp;8!==a.nodeType&amp;&amp;a.style){var e,f,g,h=n.camelCase(b),i=a.style;if(b=n.cssProps[h]||(n.cssProps[h]=bb(h)||h),g=n.cssHooks[b]||n.cssHooks[h],void 0===c)return g&amp;&amp;&quot;get&quot;in g&amp;&amp;void 0!==(e=g.get(a,!1,d))?e:i[b];if(f=typeof c,&quot;string&quot;===f&amp;&amp;(e=U.exec(c))&amp;&amp;e[1]&amp;&amp;(c=X(a,b,e),f=&quot;number&quot;),null!=c&amp;&amp;c===c&amp;&amp;(&quot;number&quot;===f&amp;&amp;(c+=e&amp;&amp;e[3]||(n.cssNumber[h]?&quot;&quot;:&quot;px&quot;)),l.clearCloneStyle||&quot;&quot;!==c||0!==b.indexOf(&quot;background&quot;)||(i[b]=&quot;inherit&quot;),!(g&amp;&amp;&quot;set&quot;in g&amp;&amp;void 0===(c=g.set(a,c,d)))))try{i[b]=c}catch(j){}}},css:function(a,b,c,d){var e,f,g,h=n.camelCase(b);return b=n.cssProps[h]||(n.cssProps[h]=bb(h)||h),g=n.cssHooks[b]||n.cssHooks[h],g&amp;&amp;&quot;get&quot;in g&amp;&amp;(f=g.get(a,!0,c)),void 0===f&amp;&amp;(f=Sa(a,b,d)),&quot;normal&quot;===f&amp;&amp;b in $a&amp;&amp;(f=$a[b]),&quot;&quot;===c||c?(e=parseFloat(f),c===!0||isFinite(e)?e||0:f):f}}),n.each([&quot;height&quot;,&quot;width&quot;],function(a,b){n.cssHooks[b]={get:function(a,c,d){return c?Xa.test(n.css(a,&quot;display&quot;))&amp;&amp;0===a.offsetWidth?Pa(a,Za,function(){return fb(a,b,d)}):fb(a,b,d):void 0},set:function(a,c,d){var e=d&amp;&amp;Ra(a);return db(a,c,d?eb(a,b,d,l.boxSizing&amp;&amp;&quot;border-box&quot;===n.css(a,&quot;boxSizing&quot;,!1,e),e):0)}}}),l.opacity||(n.cssHooks.opacity={get:function(a,b){return Wa.test((b&amp;&amp;a.currentStyle?a.currentStyle.filter:a.style.filter)||&quot;&quot;)?.01*parseFloat(RegExp.$1)+&quot;&quot;:b?&quot;1&quot;:&quot;&quot;},set:function(a,b){var c=a.style,d=a.currentStyle,e=n.isNumeric(b)?&quot;alpha(opacity=&quot;+100*b+&quot;)&quot;:&quot;&quot;,f=d&amp;&amp;d.filter||c.filter||&quot;&quot;;c.zoom=1,(b&gt;=1||&quot;&quot;===b)&amp;&amp;&quot;&quot;===n.trim(f.replace(Va,&quot;&quot;))&amp;&amp;c.removeAttribute&amp;&amp;(c.removeAttribute(&quot;filter&quot;),&quot;&quot;===b||d&amp;&amp;!d.filter)||(c.filter=Va.test(f)?f.replace(Va,e):f+&quot; &quot;+e)}}),n.cssHooks.marginRight=Ua(l.reliableMarginRight,function(a,b){return b?Pa(a,{display:&quot;inline-block&quot;},Sa,[a,&quot;marginRight&quot;]):void 0}),n.cssHooks.marginLeft=Ua(l.reliableMarginLeft,function(a,b){return b?(parseFloat(Sa(a,&quot;marginLeft&quot;))||(n.contains(a.ownerDocument,a)?a.getBoundingClientRect().left-Pa(a,{\n",
       "marginLeft:0},function(){return a.getBoundingClientRect().left}):0))+&quot;px&quot;:void 0}),n.each({margin:&quot;&quot;,padding:&quot;&quot;,border:&quot;Width&quot;},function(a,b){n.cssHooks[a+b]={expand:function(c){for(var d=0,e={},f=&quot;string&quot;==typeof c?c.split(&quot; &quot;):[c];4&gt;d;d++)e[a+V[d]+b]=f[d]||f[d-2]||f[0];return e}},Na.test(a)||(n.cssHooks[a+b].set=db)}),n.fn.extend({css:function(a,b){return Y(this,function(a,b,c){var d,e,f={},g=0;if(n.isArray(b)){for(d=Ra(a),e=b.length;e&gt;g;g++)f[b[g]]=n.css(a,b[g],!1,d);return f}return void 0!==c?n.style(a,b,c):n.css(a,b)},a,b,arguments.length&gt;1)},show:function(){return cb(this,!0)},hide:function(){return cb(this)},toggle:function(a){return&quot;boolean&quot;==typeof a?a?this.show():this.hide():this.each(function(){W(this)?n(this).show():n(this).hide()})}});function gb(a,b,c,d,e){return new gb.prototype.init(a,b,c,d,e)}n.Tween=gb,gb.prototype={constructor:gb,init:function(a,b,c,d,e,f){this.elem=a,this.prop=c,this.easing=e||n.easing._default,this.options=b,this.start=this.now=this.cur(),this.end=d,this.unit=f||(n.cssNumber[c]?&quot;&quot;:&quot;px&quot;)},cur:function(){var a=gb.propHooks[this.prop];return a&amp;&amp;a.get?a.get(this):gb.propHooks._default.get(this)},run:function(a){var b,c=gb.propHooks[this.prop];return this.options.duration?this.pos=b=n.easing[this.easing](a,this.options.duration*a,0,1,this.options.duration):this.pos=b=a,this.now=(this.end-this.start)*b+this.start,this.options.step&amp;&amp;this.options.step.call(this.elem,this.now,this),c&amp;&amp;c.set?c.set(this):gb.propHooks._default.set(this),this}},gb.prototype.init.prototype=gb.prototype,gb.propHooks={_default:{get:function(a){var b;return 1!==a.elem.nodeType||null!=a.elem[a.prop]&amp;&amp;null==a.elem.style[a.prop]?a.elem[a.prop]:(b=n.css(a.elem,a.prop,&quot;&quot;),b&amp;&amp;&quot;auto&quot;!==b?b:0)},set:function(a){n.fx.step[a.prop]?n.fx.step[a.prop](a):1!==a.elem.nodeType||null==a.elem.style[n.cssProps[a.prop]]&amp;&amp;!n.cssHooks[a.prop]?a.elem[a.prop]=a.now:n.style(a.elem,a.prop,a.now+a.unit)}}},gb.propHooks.scrollTop=gb.propHooks.scrollLeft={set:function(a){a.elem.nodeType&amp;&amp;a.elem.parentNode&amp;&amp;(a.elem[a.prop]=a.now)}},n.easing={linear:function(a){return a},swing:function(a){return.5-Math.cos(a*Math.PI)/2},_default:&quot;swing&quot;},n.fx=gb.prototype.init,n.fx.step={};var hb,ib,jb=/^(?:toggle|show|hide)$/,kb=/queueHooks$/;function lb(){return a.setTimeout(function(){hb=void 0}),hb=n.now()}function mb(a,b){var c,d={height:a},e=0;for(b=b?1:0;4&gt;e;e+=2-b)c=V[e],d[&quot;margin&quot;+c]=d[&quot;padding&quot;+c]=a;return b&amp;&amp;(d.opacity=d.width=a),d}function nb(a,b,c){for(var d,e=(qb.tweeners[b]||[]).concat(qb.tweeners[&quot;*&quot;]),f=0,g=e.length;g&gt;f;f++)if(d=e[f].call(c,b,a))return d}function ob(a,b,c){var d,e,f,g,h,i,j,k,m=this,o={},p=a.style,q=a.nodeType&amp;&amp;W(a),r=n._data(a,&quot;fxshow&quot;);c.queue||(h=n._queueHooks(a,&quot;fx&quot;),null==h.unqueued&amp;&amp;(h.unqueued=0,i=h.empty.fire,h.empty.fire=function(){h.unqueued||i()}),h.unqueued++,m.always(function(){m.always(function(){h.unqueued--,n.queue(a,&quot;fx&quot;).length||h.empty.fire()})})),1===a.nodeType&amp;&amp;(&quot;height&quot;in b||&quot;width&quot;in b)&amp;&amp;(c.overflow=[p.overflow,p.overflowX,p.overflowY],j=n.css(a,&quot;display&quot;),k=&quot;none&quot;===j?n._data(a,&quot;olddisplay&quot;)||Ma(a.nodeName):j,&quot;inline&quot;===k&amp;&amp;&quot;none&quot;===n.css(a,&quot;float&quot;)&amp;&amp;(l.inlineBlockNeedsLayout&amp;&amp;&quot;inline&quot;!==Ma(a.nodeName)?p.zoom=1:p.display=&quot;inline-block&quot;)),c.overflow&amp;&amp;(p.overflow=&quot;hidden&quot;,l.shrinkWrapBlocks()||m.always(function(){p.overflow=c.overflow[0],p.overflowX=c.overflow[1],p.overflowY=c.overflow[2]}));for(d in b)if(e=b[d],jb.exec(e)){if(delete b[d],f=f||&quot;toggle&quot;===e,e===(q?&quot;hide&quot;:&quot;show&quot;)){if(&quot;show&quot;!==e||!r||void 0===r[d])continue;q=!0}o[d]=r&amp;&amp;r[d]||n.style(a,d)}else j=void 0;if(n.isEmptyObject(o))&quot;inline&quot;===(&quot;none&quot;===j?Ma(a.nodeName):j)&amp;&amp;(p.display=j);else{r?&quot;hidden&quot;in r&amp;&amp;(q=r.hidden):r=n._data(a,&quot;fxshow&quot;,{}),f&amp;&amp;(r.hidden=!q),q?n(a).show():m.done(function(){n(a).hide()}),m.done(function(){var b;n._removeData(a,&quot;fxshow&quot;);for(b in o)n.style(a,b,o[b])});for(d in o)g=nb(q?r[d]:0,d,m),d in r||(r[d]=g.start,q&amp;&amp;(g.end=g.start,g.start=&quot;width&quot;===d||&quot;height&quot;===d?1:0))}}function pb(a,b){var c,d,e,f,g;for(c in a)if(d=n.camelCase(c),e=b[d],f=a[c],n.isArray(f)&amp;&amp;(e=f[1],f=a[c]=f[0]),c!==d&amp;&amp;(a[d]=f,delete a[c]),g=n.cssHooks[d],g&amp;&amp;&quot;expand&quot;in g){f=g.expand(f),delete a[d];for(c in f)c in a||(a[c]=f[c],b[c]=e)}else b[d]=e}function qb(a,b,c){var d,e,f=0,g=qb.prefilters.length,h=n.Deferred().always(function(){delete i.elem}),i=function(){if(e)return!1;for(var b=hb||lb(),c=Math.max(0,j.startTime+j.duration-b),d=c/j.duration||0,f=1-d,g=0,i=j.tweens.length;i&gt;g;g++)j.tweens[g].run(f);return h.notifyWith(a,[j,f,c]),1&gt;f&amp;&amp;i?c:(h.resolveWith(a,[j]),!1)},j=h.promise({elem:a,props:n.extend({},b),opts:n.extend(!0,{specialEasing:{},easing:n.easing._default},c),originalProperties:b,originalOptions:c,startTime:hb||lb(),duration:c.duration,tweens:[],createTween:function(b,c){var d=n.Tween(a,j.opts,b,c,j.opts.specialEasing[b]||j.opts.easing);return j.tweens.push(d),d},stop:function(b){var c=0,d=b?j.tweens.length:0;if(e)return this;for(e=!0;d&gt;c;c++)j.tweens[c].run(1);return b?(h.notifyWith(a,[j,1,0]),h.resolveWith(a,[j,b])):h.rejectWith(a,[j,b]),this}}),k=j.props;for(pb(k,j.opts.specialEasing);g&gt;f;f++)if(d=qb.prefilters[f].call(j,a,k,j.opts))return n.isFunction(d.stop)&amp;&amp;(n._queueHooks(j.elem,j.opts.queue).stop=n.proxy(d.stop,d)),d;return n.map(k,nb,j),n.isFunction(j.opts.start)&amp;&amp;j.opts.start.call(a,j),n.fx.timer(n.extend(i,{elem:a,anim:j,queue:j.opts.queue})),j.progress(j.opts.progress).done(j.opts.done,j.opts.complete).fail(j.opts.fail).always(j.opts.always)}n.Animation=n.extend(qb,{tweeners:{&quot;*&quot;:[function(a,b){var c=this.createTween(a,b);return X(c.elem,a,U.exec(b),c),c}]},tweener:function(a,b){n.isFunction(a)?(b=a,a=[&quot;*&quot;]):a=a.match(G);for(var c,d=0,e=a.length;e&gt;d;d++)c=a[d],qb.tweeners[c]=qb.tweeners[c]||[],qb.tweeners[c].unshift(b)},prefilters:[ob],prefilter:function(a,b){b?qb.prefilters.unshift(a):qb.prefilters.push(a)}}),n.speed=function(a,b,c){var d=a&amp;&amp;&quot;object&quot;==typeof a?n.extend({},a):{complete:c||!c&amp;&amp;b||n.isFunction(a)&amp;&amp;a,duration:a,easing:c&amp;&amp;b||b&amp;&amp;!n.isFunction(b)&amp;&amp;b};return d.duration=n.fx.off?0:&quot;number&quot;==typeof d.duration?d.duration:d.duration in n.fx.speeds?n.fx.speeds[d.duration]:n.fx.speeds._default,null!=d.queue&amp;&amp;d.queue!==!0||(d.queue=&quot;fx&quot;),d.old=d.complete,d.complete=function(){n.isFunction(d.old)&amp;&amp;d.old.call(this),d.queue&amp;&amp;n.dequeue(this,d.queue)},d},n.fn.extend({fadeTo:function(a,b,c,d){return this.filter(W).css(&quot;opacity&quot;,0).show().end().animate({opacity:b},a,c,d)},animate:function(a,b,c,d){var e=n.isEmptyObject(a),f=n.speed(b,c,d),g=function(){var b=qb(this,n.extend({},a),f);(e||n._data(this,&quot;finish&quot;))&amp;&amp;b.stop(!0)};return g.finish=g,e||f.queue===!1?this.each(g):this.queue(f.queue,g)},stop:function(a,b,c){var d=function(a){var b=a.stop;delete a.stop,b(c)};return&quot;string&quot;!=typeof a&amp;&amp;(c=b,b=a,a=void 0),b&amp;&amp;a!==!1&amp;&amp;this.queue(a||&quot;fx&quot;,[]),this.each(function(){var b=!0,e=null!=a&amp;&amp;a+&quot;queueHooks&quot;,f=n.timers,g=n._data(this);if(e)g[e]&amp;&amp;g[e].stop&amp;&amp;d(g[e]);else for(e in g)g[e]&amp;&amp;g[e].stop&amp;&amp;kb.test(e)&amp;&amp;d(g[e]);for(e=f.length;e--;)f[e].elem!==this||null!=a&amp;&amp;f[e].queue!==a||(f[e].anim.stop(c),b=!1,f.splice(e,1));!b&amp;&amp;c||n.dequeue(this,a)})},finish:function(a){return a!==!1&amp;&amp;(a=a||&quot;fx&quot;),this.each(function(){var b,c=n._data(this),d=c[a+&quot;queue&quot;],e=c[a+&quot;queueHooks&quot;],f=n.timers,g=d?d.length:0;for(c.finish=!0,n.queue(this,a,[]),e&amp;&amp;e.stop&amp;&amp;e.stop.call(this,!0),b=f.length;b--;)f[b].elem===this&amp;&amp;f[b].queue===a&amp;&amp;(f[b].anim.stop(!0),f.splice(b,1));for(b=0;g&gt;b;b++)d[b]&amp;&amp;d[b].finish&amp;&amp;d[b].finish.call(this);delete c.finish})}}),n.each([&quot;toggle&quot;,&quot;show&quot;,&quot;hide&quot;],function(a,b){var c=n.fn[b];n.fn[b]=function(a,d,e){return null==a||&quot;boolean&quot;==typeof a?c.apply(this,arguments):this.animate(mb(b,!0),a,d,e)}}),n.each({slideDown:mb(&quot;show&quot;),slideUp:mb(&quot;hide&quot;),slideToggle:mb(&quot;toggle&quot;),fadeIn:{opacity:&quot;show&quot;},fadeOut:{opacity:&quot;hide&quot;},fadeToggle:{opacity:&quot;toggle&quot;}},function(a,b){n.fn[a]=function(a,c,d){return this.animate(b,a,c,d)}}),n.timers=[],n.fx.tick=function(){var a,b=n.timers,c=0;for(hb=n.now();c&lt;b.length;c++)a=b[c],a()||b[c]!==a||b.splice(c--,1);b.length||n.fx.stop(),hb=void 0},n.fx.timer=function(a){n.timers.push(a),a()?n.fx.start():n.timers.pop()},n.fx.interval=13,n.fx.start=function(){ib||(ib=a.setInterval(n.fx.tick,n.fx.interval))},n.fx.stop=function(){a.clearInterval(ib),ib=null},n.fx.speeds={slow:600,fast:200,_default:400},n.fn.delay=function(b,c){return b=n.fx?n.fx.speeds[b]||b:b,c=c||&quot;fx&quot;,this.queue(c,function(c,d){var e=a.setTimeout(c,b);d.stop=function(){a.clearTimeout(e)}})},function(){var a,b=d.createElement(&quot;input&quot;),c=d.createElement(&quot;div&quot;),e=d.createElement(&quot;select&quot;),f=e.appendChild(d.createElement(&quot;option&quot;));c=d.createElement(&quot;div&quot;),c.setAttribute(&quot;className&quot;,&quot;t&quot;),c.innerHTML=&quot;  &lt;link/&gt;&lt;table&gt;&lt;/table&gt;&lt;a href=&#x27;/a&#x27;&gt;a&lt;/a&gt;&lt;input type=&#x27;checkbox&#x27;/&gt;&quot;,a=c.getElementsByTagName(&quot;a&quot;)[0],b.setAttribute(&quot;type&quot;,&quot;checkbox&quot;),c.appendChild(b),a=c.getElementsByTagName(&quot;a&quot;)[0],a.style.cssText=&quot;top:1px&quot;,l.getSetAttribute=&quot;t&quot;!==c.className,l.style=/top/.test(a.getAttribute(&quot;style&quot;)),l.hrefNormalized=&quot;/a&quot;===a.getAttribute(&quot;href&quot;),l.checkOn=!!b.value,l.optSelected=f.selected,l.enctype=!!d.createElement(&quot;form&quot;).enctype,e.disabled=!0,l.optDisabled=!f.disabled,b=d.createElement(&quot;input&quot;),b.setAttribute(&quot;value&quot;,&quot;&quot;),l.input=&quot;&quot;===b.getAttribute(&quot;value&quot;),b.value=&quot;t&quot;,b.setAttribute(&quot;type&quot;,&quot;radio&quot;),l.radioValue=&quot;t&quot;===b.value}();var rb=/\\r/g,sb=/[\\x20\\t\\r\\n\\f]+/g;n.fn.extend({val:function(a){var b,c,d,e=this[0];{if(arguments.length)return d=n.isFunction(a),this.each(function(c){var e;1===this.nodeType&amp;&amp;(e=d?a.call(this,c,n(this).val()):a,null==e?e=&quot;&quot;:&quot;number&quot;==typeof e?e+=&quot;&quot;:n.isArray(e)&amp;&amp;(e=n.map(e,function(a){return null==a?&quot;&quot;:a+&quot;&quot;})),b=n.valHooks[this.type]||n.valHooks[this.nodeName.toLowerCase()],b&amp;&amp;&quot;set&quot;in b&amp;&amp;void 0!==b.set(this,e,&quot;value&quot;)||(this.value=e))});if(e)return b=n.valHooks[e.type]||n.valHooks[e.nodeName.toLowerCase()],b&amp;&amp;&quot;get&quot;in b&amp;&amp;void 0!==(c=b.get(e,&quot;value&quot;))?c:(c=e.value,&quot;string&quot;==typeof c?c.replace(rb,&quot;&quot;):null==c?&quot;&quot;:c)}}}),n.extend({valHooks:{option:{get:function(a){var b=n.find.attr(a,&quot;value&quot;);return null!=b?b:n.trim(n.text(a)).replace(sb,&quot; &quot;)}},select:{get:function(a){for(var b,c,d=a.options,e=a.selectedIndex,f=&quot;select-one&quot;===a.type||0&gt;e,g=f?null:[],h=f?e+1:d.length,i=0&gt;e?h:f?e:0;h&gt;i;i++)if(c=d[i],(c.selected||i===e)&amp;&amp;(l.optDisabled?!c.disabled:null===c.getAttribute(&quot;disabled&quot;))&amp;&amp;(!c.parentNode.disabled||!n.nodeName(c.parentNode,&quot;optgroup&quot;))){if(b=n(c).val(),f)return b;g.push(b)}return g},set:function(a,b){var c,d,e=a.options,f=n.makeArray(b),g=e.length;while(g--)if(d=e[g],n.inArray(n.valHooks.option.get(d),f)&gt;-1)try{d.selected=c=!0}catch(h){d.scrollHeight}else d.selected=!1;return c||(a.selectedIndex=-1),e}}}}),n.each([&quot;radio&quot;,&quot;checkbox&quot;],function(){n.valHooks[this]={set:function(a,b){return n.isArray(b)?a.checked=n.inArray(n(a).val(),b)&gt;-1:void 0}},l.checkOn||(n.valHooks[this].get=function(a){return null===a.getAttribute(&quot;value&quot;)?&quot;on&quot;:a.value})});var tb,ub,vb=n.expr.attrHandle,wb=/^(?:checked|selected)$/i,xb=l.getSetAttribute,yb=l.input;n.fn.extend({attr:function(a,b){return Y(this,n.attr,a,b,arguments.length&gt;1)},removeAttr:function(a){return this.each(function(){n.removeAttr(this,a)})}}),n.extend({attr:function(a,b,c){var d,e,f=a.nodeType;if(3!==f&amp;&amp;8!==f&amp;&amp;2!==f)return&quot;undefined&quot;==typeof a.getAttribute?n.prop(a,b,c):(1===f&amp;&amp;n.isXMLDoc(a)||(b=b.toLowerCase(),e=n.attrHooks[b]||(n.expr.match.bool.test(b)?ub:tb)),void 0!==c?null===c?void n.removeAttr(a,b):e&amp;&amp;&quot;set&quot;in e&amp;&amp;void 0!==(d=e.set(a,c,b))?d:(a.setAttribute(b,c+&quot;&quot;),c):e&amp;&amp;&quot;get&quot;in e&amp;&amp;null!==(d=e.get(a,b))?d:(d=n.find.attr(a,b),null==d?void 0:d))},attrHooks:{type:{set:function(a,b){if(!l.radioValue&amp;&amp;&quot;radio&quot;===b&amp;&amp;n.nodeName(a,&quot;input&quot;)){var c=a.value;return a.setAttribute(&quot;type&quot;,b),c&amp;&amp;(a.value=c),b}}}},removeAttr:function(a,b){var c,d,e=0,f=b&amp;&amp;b.match(G);if(f&amp;&amp;1===a.nodeType)while(c=f[e++])d=n.propFix[c]||c,n.expr.match.bool.test(c)?yb&amp;&amp;xb||!wb.test(c)?a[d]=!1:a[n.camelCase(&quot;default-&quot;+c)]=a[d]=!1:n.attr(a,c,&quot;&quot;),a.removeAttribute(xb?c:d)}}),ub={set:function(a,b,c){return b===!1?n.removeAttr(a,c):yb&amp;&amp;xb||!wb.test(c)?a.setAttribute(!xb&amp;&amp;n.propFix[c]||c,c):a[n.camelCase(&quot;default-&quot;+c)]=a[c]=!0,c}},n.each(n.expr.match.bool.source.match(/\\w+/g),function(a,b){var c=vb[b]||n.find.attr;yb&amp;&amp;xb||!wb.test(b)?vb[b]=function(a,b,d){var e,f;return d||(f=vb[b],vb[b]=e,e=null!=c(a,b,d)?b.toLowerCase():null,vb[b]=f),e}:vb[b]=function(a,b,c){return c?void 0:a[n.camelCase(&quot;default-&quot;+b)]?b.toLowerCase():null}}),yb&amp;&amp;xb||(n.attrHooks.value={set:function(a,b,c){return n.nodeName(a,&quot;input&quot;)?void(a.defaultValue=b):tb&amp;&amp;tb.set(a,b,c)}}),xb||(tb={set:function(a,b,c){var d=a.getAttributeNode(c);return d||a.setAttributeNode(d=a.ownerDocument.createAttribute(c)),d.value=b+=&quot;&quot;,&quot;value&quot;===c||b===a.getAttribute(c)?b:void 0}},vb.id=vb.name=vb.coords=function(a,b,c){var d;return c?void 0:(d=a.getAttributeNode(b))&amp;&amp;&quot;&quot;!==d.value?d.value:null},n.valHooks.button={get:function(a,b){var c=a.getAttributeNode(b);return c&amp;&amp;c.specified?c.value:void 0},set:tb.set},n.attrHooks.contenteditable={set:function(a,b,c){tb.set(a,&quot;&quot;===b?!1:b,c)}},n.each([&quot;width&quot;,&quot;height&quot;],function(a,b){n.attrHooks[b]={set:function(a,c){return&quot;&quot;===c?(a.setAttribute(b,&quot;auto&quot;),c):void 0}}})),l.style||(n.attrHooks.style={get:function(a){return a.style.cssText||void 0},set:function(a,b){return a.style.cssText=b+&quot;&quot;}});var zb=/^(?:input|select|textarea|button|object)$/i,Ab=/^(?:a|area)$/i;n.fn.extend({prop:function(a,b){return Y(this,n.prop,a,b,arguments.length&gt;1)},removeProp:function(a){return a=n.propFix[a]||a,this.each(function(){try{this[a]=void 0,delete this[a]}catch(b){}})}}),n.extend({prop:function(a,b,c){var d,e,f=a.nodeType;if(3!==f&amp;&amp;8!==f&amp;&amp;2!==f)return 1===f&amp;&amp;n.isXMLDoc(a)||(b=n.propFix[b]||b,e=n.propHooks[b]),void 0!==c?e&amp;&amp;&quot;set&quot;in e&amp;&amp;void 0!==(d=e.set(a,c,b))?d:a[b]=c:e&amp;&amp;&quot;get&quot;in e&amp;&amp;null!==(d=e.get(a,b))?d:a[b]},propHooks:{tabIndex:{get:function(a){var b=n.find.attr(a,&quot;tabindex&quot;);return b?parseInt(b,10):zb.test(a.nodeName)||Ab.test(a.nodeName)&amp;&amp;a.href?0:-1}}},propFix:{&quot;for&quot;:&quot;htmlFor&quot;,&quot;class&quot;:&quot;className&quot;}}),l.hrefNormalized||n.each([&quot;href&quot;,&quot;src&quot;],function(a,b){n.propHooks[b]={get:function(a){return a.getAttribute(b,4)}}}),l.optSelected||(n.propHooks.selected={get:function(a){var b=a.parentNode;return b&amp;&amp;(b.selectedIndex,b.parentNode&amp;&amp;b.parentNode.selectedIndex),null},set:function(a){var b=a.parentNode;b&amp;&amp;(b.selectedIndex,b.parentNode&amp;&amp;b.parentNode.selectedIndex)}}),n.each([&quot;tabIndex&quot;,&quot;readOnly&quot;,&quot;maxLength&quot;,&quot;cellSpacing&quot;,&quot;cellPadding&quot;,&quot;rowSpan&quot;,&quot;colSpan&quot;,&quot;useMap&quot;,&quot;frameBorder&quot;,&quot;contentEditable&quot;],function(){n.propFix[this.toLowerCase()]=this}),l.enctype||(n.propFix.enctype=&quot;encoding&quot;);var Bb=/[\\t\\r\\n\\f]/g;function Cb(a){return n.attr(a,&quot;class&quot;)||&quot;&quot;}n.fn.extend({addClass:function(a){var b,c,d,e,f,g,h,i=0;if(n.isFunction(a))return this.each(function(b){n(this).addClass(a.call(this,b,Cb(this)))});if(&quot;string&quot;==typeof a&amp;&amp;a){b=a.match(G)||[];while(c=this[i++])if(e=Cb(c),d=1===c.nodeType&amp;&amp;(&quot; &quot;+e+&quot; &quot;).replace(Bb,&quot; &quot;)){g=0;while(f=b[g++])d.indexOf(&quot; &quot;+f+&quot; &quot;)&lt;0&amp;&amp;(d+=f+&quot; &quot;);h=n.trim(d),e!==h&amp;&amp;n.attr(c,&quot;class&quot;,h)}}return this},removeClass:function(a){var b,c,d,e,f,g,h,i=0;if(n.isFunction(a))return this.each(function(b){n(this).removeClass(a.call(this,b,Cb(this)))});if(!arguments.length)return this.attr(&quot;class&quot;,&quot;&quot;);if(&quot;string&quot;==typeof a&amp;&amp;a){b=a.match(G)||[];while(c=this[i++])if(e=Cb(c),d=1===c.nodeType&amp;&amp;(&quot; &quot;+e+&quot; &quot;).replace(Bb,&quot; &quot;)){g=0;while(f=b[g++])while(d.indexOf(&quot; &quot;+f+&quot; &quot;)&gt;-1)d=d.replace(&quot; &quot;+f+&quot; &quot;,&quot; &quot;);h=n.trim(d),e!==h&amp;&amp;n.attr(c,&quot;class&quot;,h)}}return this},toggleClass:function(a,b){var c=typeof a;return&quot;boolean&quot;==typeof b&amp;&amp;&quot;string&quot;===c?b?this.addClass(a):this.removeClass(a):n.isFunction(a)?this.each(function(c){n(this).toggleClass(a.call(this,c,Cb(this),b),b)}):this.each(function(){var b,d,e,f;if(&quot;string&quot;===c){d=0,e=n(this),f=a.match(G)||[];while(b=f[d++])e.hasClass(b)?e.removeClass(b):e.addClass(b)}else void 0!==a&amp;&amp;&quot;boolean&quot;!==c||(b=Cb(this),b&amp;&amp;n._data(this,&quot;__className__&quot;,b),n.attr(this,&quot;class&quot;,b||a===!1?&quot;&quot;:n._data(this,&quot;__className__&quot;)||&quot;&quot;))})},hasClass:function(a){var b,c,d=0;b=&quot; &quot;+a+&quot; &quot;;while(c=this[d++])if(1===c.nodeType&amp;&amp;(&quot; &quot;+Cb(c)+&quot; &quot;).replace(Bb,&quot; &quot;).indexOf(b)&gt;-1)return!0;return!1}}),n.each(&quot;blur focus focusin focusout load resize scroll unload click dblclick mousedown mouseup mousemove mouseover mouseout mouseenter mouseleave change select submit keydown keypress keyup error contextmenu&quot;.split(&quot; &quot;),function(a,b){n.fn[b]=function(a,c){return arguments.length&gt;0?this.on(b,null,a,c):this.trigger(b)}}),n.fn.extend({hover:function(a,b){return this.mouseenter(a).mouseleave(b||a)}});var Db=a.location,Eb=n.now(),Fb=/\\?/,Gb=/(,)|(\\[|{)|(}|])|&quot;(?:[^&quot;\\\\\\r\\n]|\\\\[&quot;\\\\\\/bfnrt]|\\\\u[\\da-fA-F]{4})*&quot;\\s*:?|true|false|null|-?(?!0\\d)\\d+(?:\\.\\d+|)(?:[eE][+-]?\\d+|)/g;n.parseJSON=function(b){if(a.JSON&amp;&amp;a.JSON.parse)return a.JSON.parse(b+&quot;&quot;);var c,d=null,e=n.trim(b+&quot;&quot;);return e&amp;&amp;!n.trim(e.replace(Gb,function(a,b,e,f){return c&amp;&amp;b&amp;&amp;(d=0),0===d?a:(c=e||b,d+=!f-!e,&quot;&quot;)}))?Function(&quot;return &quot;+e)():n.error(&quot;Invalid JSON: &quot;+b)},n.parseXML=function(b){var c,d;if(!b||&quot;string&quot;!=typeof b)return null;try{a.DOMParser?(d=new a.DOMParser,c=d.parseFromString(b,&quot;text/xml&quot;)):(c=new a.ActiveXObject(&quot;Microsoft.XMLDOM&quot;),c.async=&quot;false&quot;,c.loadXML(b))}catch(e){c=void 0}return c&amp;&amp;c.documentElement&amp;&amp;!c.getElementsByTagName(&quot;parsererror&quot;).length||n.error(&quot;Invalid XML: &quot;+b),c};var Hb=/#.*$/,Ib=/([?&amp;])_=[^&amp;]*/,Jb=/^(.*?):[ \\t]*([^\\r\\n]*)\\r?$/gm,Kb=/^(?:about|app|app-storage|.+-extension|file|res|widget):$/,Lb=/^(?:GET|HEAD)$/,Mb=/^\\/\\//,Nb=/^([\\w.+-]+:)(?:\\/\\/(?:[^\\/?#]*@|)([^\\/?#:]*)(?::(\\d+)|)|)/,Ob={},Pb={},Qb=&quot;*/&quot;.concat(&quot;*&quot;),Rb=Db.href,Sb=Nb.exec(Rb.toLowerCase())||[];function Tb(a){return function(b,c){&quot;string&quot;!=typeof b&amp;&amp;(c=b,b=&quot;*&quot;);var d,e=0,f=b.toLowerCase().match(G)||[];if(n.isFunction(c))while(d=f[e++])&quot;+&quot;===d.charAt(0)?(d=d.slice(1)||&quot;*&quot;,(a[d]=a[d]||[]).unshift(c)):(a[d]=a[d]||[]).push(c)}}function Ub(a,b,c,d){var e={},f=a===Pb;function g(h){var i;return e[h]=!0,n.each(a[h]||[],function(a,h){var j=h(b,c,d);return&quot;string&quot;!=typeof j||f||e[j]?f?!(i=j):void 0:(b.dataTypes.unshift(j),g(j),!1)}),i}return g(b.dataTypes[0])||!e[&quot;*&quot;]&amp;&amp;g(&quot;*&quot;)}function Vb(a,b){var c,d,e=n.ajaxSettings.flatOptions||{};for(d in b)void 0!==b[d]&amp;&amp;((e[d]?a:c||(c={}))[d]=b[d]);return c&amp;&amp;n.extend(!0,a,c),a}function Wb(a,b,c){var d,e,f,g,h=a.contents,i=a.dataTypes;while(&quot;*&quot;===i[0])i.shift(),void 0===e&amp;&amp;(e=a.mimeType||b.getResponseHeader(&quot;Content-Type&quot;));if(e)for(g in h)if(h[g]&amp;&amp;h[g].test(e)){i.unshift(g);break}if(i[0]in c)f=i[0];else{for(g in c){if(!i[0]||a.converters[g+&quot; &quot;+i[0]]){f=g;break}d||(d=g)}f=f||d}return f?(f!==i[0]&amp;&amp;i.unshift(f),c[f]):void 0}function Xb(a,b,c,d){var e,f,g,h,i,j={},k=a.dataTypes.slice();if(k[1])for(g in a.converters)j[g.toLowerCase()]=a.converters[g];f=k.shift();while(f)if(a.responseFields[f]&amp;&amp;(c[a.responseFields[f]]=b),!i&amp;&amp;d&amp;&amp;a.dataFilter&amp;&amp;(b=a.dataFilter(b,a.dataType)),i=f,f=k.shift())if(&quot;*&quot;===f)f=i;else if(&quot;*&quot;!==i&amp;&amp;i!==f){if(g=j[i+&quot; &quot;+f]||j[&quot;* &quot;+f],!g)for(e in j)if(h=e.split(&quot; &quot;),h[1]===f&amp;&amp;(g=j[i+&quot; &quot;+h[0]]||j[&quot;* &quot;+h[0]])){g===!0?g=j[e]:j[e]!==!0&amp;&amp;(f=h[0],k.unshift(h[1]));break}if(g!==!0)if(g&amp;&amp;a[&quot;throws&quot;])b=g(b);else try{b=g(b)}catch(l){return{state:&quot;parsererror&quot;,error:g?l:&quot;No conversion from &quot;+i+&quot; to &quot;+f}}}return{state:&quot;success&quot;,data:b}}n.extend({active:0,lastModified:{},etag:{},ajaxSettings:{url:Rb,type:&quot;GET&quot;,isLocal:Kb.test(Sb[1]),global:!0,processData:!0,async:!0,contentType:&quot;application/x-www-form-urlencoded; charset=UTF-8&quot;,accepts:{&quot;*&quot;:Qb,text:&quot;text/plain&quot;,html:&quot;text/html&quot;,xml:&quot;application/xml, text/xml&quot;,json:&quot;application/json, text/javascript&quot;},contents:{xml:/\\bxml\\b/,html:/\\bhtml/,json:/\\bjson\\b/},responseFields:{xml:&quot;responseXML&quot;,text:&quot;responseText&quot;,json:&quot;responseJSON&quot;},converters:{&quot;* text&quot;:String,&quot;text html&quot;:!0,&quot;text json&quot;:n.parseJSON,&quot;text xml&quot;:n.parseXML},flatOptions:{url:!0,context:!0}},ajaxSetup:function(a,b){return b?Vb(Vb(a,n.ajaxSettings),b):Vb(n.ajaxSettings,a)},ajaxPrefilter:Tb(Ob),ajaxTransport:Tb(Pb),ajax:function(b,c){&quot;object&quot;==typeof b&amp;&amp;(c=b,b=void 0),c=c||{};var d,e,f,g,h,i,j,k,l=n.ajaxSetup({},c),m=l.context||l,o=l.context&amp;&amp;(m.nodeType||m.jquery)?n(m):n.event,p=n.Deferred(),q=n.Callbacks(&quot;once memory&quot;),r=l.statusCode||{},s={},t={},u=0,v=&quot;canceled&quot;,w={readyState:0,getResponseHeader:function(a){var b;if(2===u){if(!k){k={};while(b=Jb.exec(g))k[b[1].toLowerCase()]=b[2]}b=k[a.toLowerCase()]}return null==b?null:b},getAllResponseHeaders:function(){return 2===u?g:null},setRequestHeader:function(a,b){var c=a.toLowerCase();return u||(a=t[c]=t[c]||a,s[a]=b),this},overrideMimeType:function(a){return u||(l.mimeType=a),this},statusCode:function(a){var b;if(a)if(2&gt;u)for(b in a)r[b]=[r[b],a[b]];else w.always(a[w.status]);return this},abort:function(a){var b=a||v;return j&amp;&amp;j.abort(b),y(0,b),this}};if(p.promise(w).complete=q.add,w.success=w.done,w.error=w.fail,l.url=((b||l.url||Rb)+&quot;&quot;).replace(Hb,&quot;&quot;).replace(Mb,Sb[1]+&quot;//&quot;),l.type=c.method||c.type||l.method||l.type,l.dataTypes=n.trim(l.dataType||&quot;*&quot;).toLowerCase().match(G)||[&quot;&quot;],null==l.crossDomain&amp;&amp;(d=Nb.exec(l.url.toLowerCase()),l.crossDomain=!(!d||d[1]===Sb[1]&amp;&amp;d[2]===Sb[2]&amp;&amp;(d[3]||(&quot;http:&quot;===d[1]?&quot;80&quot;:&quot;443&quot;))===(Sb[3]||(&quot;http:&quot;===Sb[1]?&quot;80&quot;:&quot;443&quot;)))),l.data&amp;&amp;l.processData&amp;&amp;&quot;string&quot;!=typeof l.data&amp;&amp;(l.data=n.param(l.data,l.traditional)),Ub(Ob,l,c,w),2===u)return w;i=n.event&amp;&amp;l.global,i&amp;&amp;0===n.active++&amp;&amp;n.event.trigger(&quot;ajaxStart&quot;),l.type=l.type.toUpperCase(),l.hasContent=!Lb.test(l.type),f=l.url,l.hasContent||(l.data&amp;&amp;(f=l.url+=(Fb.test(f)?&quot;&amp;&quot;:&quot;?&quot;)+l.data,delete l.data),l.cache===!1&amp;&amp;(l.url=Ib.test(f)?f.replace(Ib,&quot;$1_=&quot;+Eb++):f+(Fb.test(f)?&quot;&amp;&quot;:&quot;?&quot;)+&quot;_=&quot;+Eb++)),l.ifModified&amp;&amp;(n.lastModified[f]&amp;&amp;w.setRequestHeader(&quot;If-Modified-Since&quot;,n.lastModified[f]),n.etag[f]&amp;&amp;w.setRequestHeader(&quot;If-None-Match&quot;,n.etag[f])),(l.data&amp;&amp;l.hasContent&amp;&amp;l.contentType!==!1||c.contentType)&amp;&amp;w.setRequestHeader(&quot;Content-Type&quot;,l.contentType),w.setRequestHeader(&quot;Accept&quot;,l.dataTypes[0]&amp;&amp;l.accepts[l.dataTypes[0]]?l.accepts[l.dataTypes[0]]+(&quot;*&quot;!==l.dataTypes[0]?&quot;, &quot;+Qb+&quot;; q=0.01&quot;:&quot;&quot;):l.accepts[&quot;*&quot;]);for(e in l.headers)w.setRequestHeader(e,l.headers[e]);if(l.beforeSend&amp;&amp;(l.beforeSend.call(m,w,l)===!1||2===u))return w.abort();v=&quot;abort&quot;;for(e in{success:1,error:1,complete:1})w[e](l[e]);if(j=Ub(Pb,l,c,w)){if(w.readyState=1,i&amp;&amp;o.trigger(&quot;ajaxSend&quot;,[w,l]),2===u)return w;l.async&amp;&amp;l.timeout&gt;0&amp;&amp;(h=a.setTimeout(function(){w.abort(&quot;timeout&quot;)},l.timeout));try{u=1,j.send(s,y)}catch(x){if(!(2&gt;u))throw x;y(-1,x)}}else y(-1,&quot;No Transport&quot;);function y(b,c,d,e){var k,s,t,v,x,y=c;2!==u&amp;&amp;(u=2,h&amp;&amp;a.clearTimeout(h),j=void 0,g=e||&quot;&quot;,w.readyState=b&gt;0?4:0,k=b&gt;=200&amp;&amp;300&gt;b||304===b,d&amp;&amp;(v=Wb(l,w,d)),v=Xb(l,v,w,k),k?(l.ifModified&amp;&amp;(x=w.getResponseHeader(&quot;Last-Modified&quot;),x&amp;&amp;(n.lastModified[f]=x),x=w.getResponseHeader(&quot;etag&quot;),x&amp;&amp;(n.etag[f]=x)),204===b||&quot;HEAD&quot;===l.type?y=&quot;nocontent&quot;:304===b?y=&quot;notmodified&quot;:(y=v.state,s=v.data,t=v.error,k=!t)):(t=y,!b&amp;&amp;y||(y=&quot;error&quot;,0&gt;b&amp;&amp;(b=0))),w.status=b,w.statusText=(c||y)+&quot;&quot;,k?p.resolveWith(m,[s,y,w]):p.rejectWith(m,[w,y,t]),w.statusCode(r),r=void 0,i&amp;&amp;o.trigger(k?&quot;ajaxSuccess&quot;:&quot;ajaxError&quot;,[w,l,k?s:t]),q.fireWith(m,[w,y]),i&amp;&amp;(o.trigger(&quot;ajaxComplete&quot;,[w,l]),--n.active||n.event.trigger(&quot;ajaxStop&quot;)))}return w},getJSON:function(a,b,c){return n.get(a,b,c,&quot;json&quot;)},getScript:function(a,b){return n.get(a,void 0,b,&quot;script&quot;)}}),n.each([&quot;get&quot;,&quot;post&quot;],function(a,b){n[b]=function(a,c,d,e){return n.isFunction(c)&amp;&amp;(e=e||d,d=c,c=void 0),n.ajax(n.extend({url:a,type:b,dataType:e,data:c,success:d},n.isPlainObject(a)&amp;&amp;a))}}),n._evalUrl=function(a){return n.ajax({url:a,type:&quot;GET&quot;,dataType:&quot;script&quot;,cache:!0,async:!1,global:!1,&quot;throws&quot;:!0})},n.fn.extend({wrapAll:function(a){if(n.isFunction(a))return this.each(function(b){n(this).wrapAll(a.call(this,b))});if(this[0]){var b=n(a,this[0].ownerDocument).eq(0).clone(!0);this[0].parentNode&amp;&amp;b.insertBefore(this[0]),b.map(function(){var a=this;while(a.firstChild&amp;&amp;1===a.firstChild.nodeType)a=a.firstChild;return a}).append(this)}return this},wrapInner:function(a){return n.isFunction(a)?this.each(function(b){n(this).wrapInner(a.call(this,b))}):this.each(function(){var b=n(this),c=b.contents();c.length?c.wrapAll(a):b.append(a)})},wrap:function(a){var b=n.isFunction(a);return this.each(function(c){n(this).wrapAll(b?a.call(this,c):a)})},unwrap:function(){return this.parent().each(function(){n.nodeName(this,&quot;body&quot;)||n(this).replaceWith(this.childNodes)}).end()}});function Yb(a){return a.style&amp;&amp;a.style.display||n.css(a,&quot;display&quot;)}function Zb(a){if(!n.contains(a.ownerDocument||d,a))return!0;while(a&amp;&amp;1===a.nodeType){if(&quot;none&quot;===Yb(a)||&quot;hidden&quot;===a.type)return!0;a=a.parentNode}return!1}n.expr.filters.hidden=function(a){return l.reliableHiddenOffsets()?a.offsetWidth&lt;=0&amp;&amp;a.offsetHeight&lt;=0&amp;&amp;!a.getClientRects().length:Zb(a)},n.expr.filters.visible=function(a){return!n.expr.filters.hidden(a)};var $b=/%20/g,_b=/\\[\\]$/,ac=/\\r?\\n/g,bc=/^(?:submit|button|image|reset|file)$/i,cc=/^(?:input|select|textarea|keygen)/i;function dc(a,b,c,d){var e;if(n.isArray(b))n.each(b,function(b,e){c||_b.test(a)?d(a,e):dc(a+&quot;[&quot;+(&quot;object&quot;==typeof e&amp;&amp;null!=e?b:&quot;&quot;)+&quot;]&quot;,e,c,d)});else if(c||&quot;object&quot;!==n.type(b))d(a,b);else for(e in b)dc(a+&quot;[&quot;+e+&quot;]&quot;,b[e],c,d)}n.param=function(a,b){var c,d=[],e=function(a,b){b=n.isFunction(b)?b():null==b?&quot;&quot;:b,d[d.length]=encodeURIComponent(a)+&quot;=&quot;+encodeURIComponent(b)};if(void 0===b&amp;&amp;(b=n.ajaxSettings&amp;&amp;n.ajaxSettings.traditional),n.isArray(a)||a.jquery&amp;&amp;!n.isPlainObject(a))n.each(a,function(){e(this.name,this.value)});else for(c in a)dc(c,a[c],b,e);return d.join(&quot;&amp;&quot;).replace($b,&quot;+&quot;)},n.fn.extend({serialize:function(){return n.param(this.serializeArray())},serializeArray:function(){return this.map(function(){var a=n.prop(this,&quot;elements&quot;);return a?n.makeArray(a):this}).filter(function(){var a=this.type;return this.name&amp;&amp;!n(this).is(&quot;:disabled&quot;)&amp;&amp;cc.test(this.nodeName)&amp;&amp;!bc.test(a)&amp;&amp;(this.checked||!Z.test(a))}).map(function(a,b){var c=n(this).val();return null==c?null:n.isArray(c)?n.map(c,function(a){return{name:b.name,value:a.replace(ac,&quot;\\r\\n&quot;)}}):{name:b.name,value:c.replace(ac,&quot;\\r\\n&quot;)}}).get()}}),n.ajaxSettings.xhr=void 0!==a.ActiveXObject?function(){return this.isLocal?ic():d.documentMode&gt;8?hc():/^(get|post|head|put|delete|options)$/i.test(this.type)&amp;&amp;hc()||ic()}:hc;var ec=0,fc={},gc=n.ajaxSettings.xhr();a.attachEvent&amp;&amp;a.attachEvent(&quot;onunload&quot;,function(){for(var a in fc)fc[a](void 0,!0)}),l.cors=!!gc&amp;&amp;&quot;withCredentials&quot;in gc,gc=l.ajax=!!gc,gc&amp;&amp;n.ajaxTransport(function(b){if(!b.crossDomain||l.cors){var c;return{send:function(d,e){var f,g=b.xhr(),h=++ec;if(g.open(b.type,b.url,b.async,b.username,b.password),b.xhrFields)for(f in b.xhrFields)g[f]=b.xhrFields[f];b.mimeType&amp;&amp;g.overrideMimeType&amp;&amp;g.overrideMimeType(b.mimeType),b.crossDomain||d[&quot;X-Requested-With&quot;]||(d[&quot;X-Requested-With&quot;]=&quot;XMLHttpRequest&quot;);for(f in d)void 0!==d[f]&amp;&amp;g.setRequestHeader(f,d[f]+&quot;&quot;);g.send(b.hasContent&amp;&amp;b.data||null),c=function(a,d){var f,i,j;if(c&amp;&amp;(d||4===g.readyState))if(delete fc[h],c=void 0,g.onreadystatechange=n.noop,d)4!==g.readyState&amp;&amp;g.abort();else{j={},f=g.status,&quot;string&quot;==typeof g.responseText&amp;&amp;(j.text=g.responseText);try{i=g.statusText}catch(k){i=&quot;&quot;}f||!b.isLocal||b.crossDomain?1223===f&amp;&amp;(f=204):f=j.text?200:404}j&amp;&amp;e(f,i,j,g.getAllResponseHeaders())},b.async?4===g.readyState?a.setTimeout(c):g.onreadystatechange=fc[h]=c:c()},abort:function(){c&amp;&amp;c(void 0,!0)}}}});function hc(){try{return new a.XMLHttpRequest}catch(b){}}function ic(){try{return new a.ActiveXObject(&quot;Microsoft.XMLHTTP&quot;)}catch(b){}}n.ajaxSetup({accepts:{script:&quot;text/javascript, application/javascript, application/ecmascript, application/x-ecmascript&quot;},contents:{script:/\\b(?:java|ecma)script\\b/},converters:{&quot;text script&quot;:function(a){return n.globalEval(a),a}}}),n.ajaxPrefilter(&quot;script&quot;,function(a){void 0===a.cache&amp;&amp;(a.cache=!1),a.crossDomain&amp;&amp;(a.type=&quot;GET&quot;,a.global=!1)}),n.ajaxTransport(&quot;script&quot;,function(a){if(a.crossDomain){var b,c=d.head||n(&quot;head&quot;)[0]||d.documentElement;return{send:function(e,f){b=d.createElement(&quot;script&quot;),b.async=!0,a.scriptCharset&amp;&amp;(b.charset=a.scriptCharset),b.src=a.url,b.onload=b.onreadystatechange=function(a,c){(c||!b.readyState||/loaded|complete/.test(b.readyState))&amp;&amp;(b.onload=b.onreadystatechange=null,b.parentNode&amp;&amp;b.parentNode.removeChild(b),b=null,c||f(200,&quot;success&quot;))},c.insertBefore(b,c.firstChild)},abort:function(){b&amp;&amp;b.onload(void 0,!0)}}}});var jc=[],kc=/(=)\\?(?=&amp;|$)|\\?\\?/;n.ajaxSetup({jsonp:&quot;callback&quot;,jsonpCallback:function(){var a=jc.pop()||n.expando+&quot;_&quot;+Eb++;return this[a]=!0,a}}),n.ajaxPrefilter(&quot;json jsonp&quot;,function(b,c,d){var e,f,g,h=b.jsonp!==!1&amp;&amp;(kc.test(b.url)?&quot;url&quot;:&quot;string&quot;==typeof b.data&amp;&amp;0===(b.contentType||&quot;&quot;).indexOf(&quot;application/x-www-form-urlencoded&quot;)&amp;&amp;kc.test(b.data)&amp;&amp;&quot;data&quot;);return h||&quot;jsonp&quot;===b.dataTypes[0]?(e=b.jsonpCallback=n.isFunction(b.jsonpCallback)?b.jsonpCallback():b.jsonpCallback,h?b[h]=b[h].replace(kc,&quot;$1&quot;+e):b.jsonp!==!1&amp;&amp;(b.url+=(Fb.test(b.url)?&quot;&amp;&quot;:&quot;?&quot;)+b.jsonp+&quot;=&quot;+e),b.converters[&quot;script json&quot;]=function(){return g||n.error(e+&quot; was not called&quot;),g[0]},b.dataTypes[0]=&quot;json&quot;,f=a[e],a[e]=function(){g=arguments},d.always(function(){void 0===f?n(a).removeProp(e):a[e]=f,b[e]&amp;&amp;(b.jsonpCallback=c.jsonpCallback,jc.push(e)),g&amp;&amp;n.isFunction(f)&amp;&amp;f(g[0]),g=f=void 0}),&quot;script&quot;):void 0}),n.parseHTML=function(a,b,c){if(!a||&quot;string&quot;!=typeof a)return null;&quot;boolean&quot;==typeof b&amp;&amp;(c=b,b=!1),b=b||d;var e=x.exec(a),f=!c&amp;&amp;[];return e?[b.createElement(e[1])]:(e=ja([a],b,f),f&amp;&amp;f.length&amp;&amp;n(f).remove(),n.merge([],e.childNodes))};var lc=n.fn.load;n.fn.load=function(a,b,c){if(&quot;string&quot;!=typeof a&amp;&amp;lc)return lc.apply(this,arguments);var d,e,f,g=this,h=a.indexOf(&quot; &quot;);return h&gt;-1&amp;&amp;(d=n.trim(a.slice(h,a.length)),a=a.slice(0,h)),n.isFunction(b)?(c=b,b=void 0):b&amp;&amp;&quot;object&quot;==typeof b&amp;&amp;(e=&quot;POST&quot;),g.length&gt;0&amp;&amp;n.ajax({url:a,type:e||&quot;GET&quot;,dataType:&quot;html&quot;,data:b}).done(function(a){f=arguments,g.html(d?n(&quot;&lt;div&gt;&quot;).append(n.parseHTML(a)).find(d):a)}).always(c&amp;&amp;function(a,b){g.each(function(){c.apply(this,f||[a.responseText,b,a])})}),this},n.each([&quot;ajaxStart&quot;,&quot;ajaxStop&quot;,&quot;ajaxComplete&quot;,&quot;ajaxError&quot;,&quot;ajaxSuccess&quot;,&quot;ajaxSend&quot;],function(a,b){n.fn[b]=function(a){return this.on(b,a)}}),n.expr.filters.animated=function(a){return n.grep(n.timers,function(b){return a===b.elem}).length};function mc(a){return n.isWindow(a)?a:9===a.nodeType?a.defaultView||a.parentWindow:!1}n.offset={setOffset:function(a,b,c){var d,e,f,g,h,i,j,k=n.css(a,&quot;position&quot;),l=n(a),m={};&quot;static&quot;===k&amp;&amp;(a.style.position=&quot;relative&quot;),h=l.offset(),f=n.css(a,&quot;top&quot;),i=n.css(a,&quot;left&quot;),j=(&quot;absolute&quot;===k||&quot;fixed&quot;===k)&amp;&amp;n.inArray(&quot;auto&quot;,[f,i])&gt;-1,j?(d=l.position(),g=d.top,e=d.left):(g=parseFloat(f)||0,e=parseFloat(i)||0),n.isFunction(b)&amp;&amp;(b=b.call(a,c,n.extend({},h))),null!=b.top&amp;&amp;(m.top=b.top-h.top+g),null!=b.left&amp;&amp;(m.left=b.left-h.left+e),&quot;using&quot;in b?b.using.call(a,m):l.css(m)}},n.fn.extend({offset:function(a){if(arguments.length)return void 0===a?this:this.each(function(b){n.offset.setOffset(this,a,b)});var b,c,d={top:0,left:0},e=this[0],f=e&amp;&amp;e.ownerDocument;if(f)return b=f.documentElement,n.contains(b,e)?(&quot;undefined&quot;!=typeof e.getBoundingClientRect&amp;&amp;(d=e.getBoundingClientRect()),c=mc(f),{top:d.top+(c.pageYOffset||b.scrollTop)-(b.clientTop||0),left:d.left+(c.pageXOffset||b.scrollLeft)-(b.clientLeft||0)}):d},position:function(){if(this[0]){var a,b,c={top:0,left:0},d=this[0];return&quot;fixed&quot;===n.css(d,&quot;position&quot;)?b=d.getBoundingClientRect():(a=this.offsetParent(),b=this.offset(),n.nodeName(a[0],&quot;html&quot;)||(c=a.offset()),c.top+=n.css(a[0],&quot;borderTopWidth&quot;,!0),c.left+=n.css(a[0],&quot;borderLeftWidth&quot;,!0)),{top:b.top-c.top-n.css(d,&quot;marginTop&quot;,!0),left:b.left-c.left-n.css(d,&quot;marginLeft&quot;,!0)}}},offsetParent:function(){return this.map(function(){var a=this.offsetParent;while(a&amp;&amp;!n.nodeName(a,&quot;html&quot;)&amp;&amp;&quot;static&quot;===n.css(a,&quot;position&quot;))a=a.offsetParent;return a||Qa})}}),n.each({scrollLeft:&quot;pageXOffset&quot;,scrollTop:&quot;pageYOffset&quot;},function(a,b){var c=/Y/.test(b);n.fn[a]=function(d){return Y(this,function(a,d,e){var f=mc(a);return void 0===e?f?b in f?f[b]:f.document.documentElement[d]:a[d]:void(f?f.scrollTo(c?n(f).scrollLeft():e,c?e:n(f).scrollTop()):a[d]=e)},a,d,arguments.length,null)}}),n.each([&quot;top&quot;,&quot;left&quot;],function(a,b){n.cssHooks[b]=Ua(l.pixelPosition,function(a,c){return c?(c=Sa(a,b),Oa.test(c)?n(a).position()[b]+&quot;px&quot;:c):void 0})}),n.each({Height:&quot;height&quot;,Width:&quot;width&quot;},function(a,b){n.each({\n",
       "padding:&quot;inner&quot;+a,content:b,&quot;&quot;:&quot;outer&quot;+a},function(c,d){n.fn[d]=function(d,e){var f=arguments.length&amp;&amp;(c||&quot;boolean&quot;!=typeof d),g=c||(d===!0||e===!0?&quot;margin&quot;:&quot;border&quot;);return Y(this,function(b,c,d){var e;return n.isWindow(b)?b.document.documentElement[&quot;client&quot;+a]:9===b.nodeType?(e=b.documentElement,Math.max(b.body[&quot;scroll&quot;+a],e[&quot;scroll&quot;+a],b.body[&quot;offset&quot;+a],e[&quot;offset&quot;+a],e[&quot;client&quot;+a])):void 0===d?n.css(b,c,g):n.style(b,c,d,g)},b,f?d:void 0,f,null)}})}),n.fn.extend({bind:function(a,b,c){return this.on(a,null,b,c)},unbind:function(a,b){return this.off(a,null,b)},delegate:function(a,b,c,d){return this.on(b,a,c,d)},undelegate:function(a,b,c){return 1===arguments.length?this.off(a,&quot;**&quot;):this.off(b,a||&quot;**&quot;,c)}}),n.fn.size=function(){return this.length},n.fn.andSelf=n.fn.addBack,&quot;function&quot;==typeof define&amp;&amp;define.amd&amp;&amp;define(&quot;jquery&quot;,[],function(){return n});var nc=a.jQuery,oc=a.$;return n.noConflict=function(b){return a.$===n&amp;&amp;(a.$=oc),b&amp;&amp;a.jQuery===n&amp;&amp;(a.jQuery=nc),n},b||(a.jQuery=a.$=n),n});/*!\n",
       " * Bootstrap v3.3.7 (http:https://getbootstrap.com)\n",
       " * Copyright 2011-2016 Twitter, Inc.\n",
       " * Licensed under the MIT license\n",
       " */\n",
       "if(&quot;undefined&quot;==typeof jQuery)throw new Error(&quot;Bootstrap&#x27;s JavaScript requires jQuery&quot;);+function(a){&quot;use strict&quot;;var b=a.fn.jquery.split(&quot; &quot;)[0].split(&quot;.&quot;);if(b[0]&lt;2&amp;&amp;b[1]&lt;9||1==b[0]&amp;&amp;9==b[1]&amp;&amp;b[2]&lt;1||b[0]&gt;3)throw new Error(&quot;Bootstrap&#x27;s JavaScript requires jQuery version 1.9.1 or higher, but lower than version 4&quot;)}(jQuery),+function(a){&quot;use strict&quot;;function b(){var a=document.createElement(&quot;bootstrap&quot;),b={WebkitTransition:&quot;webkitTransitionEnd&quot;,MozTransition:&quot;transitionend&quot;,OTransition:&quot;oTransitionEnd otransitionend&quot;,transition:&quot;transitionend&quot;};for(var c in b)if(void 0!==a.style[c])return{end:b[c]};return!1}a.fn.emulateTransitionEnd=function(b){var c=!1,d=this;a(this).one(&quot;bsTransitionEnd&quot;,function(){c=!0});var e=function(){c||a(d).trigger(a.support.transition.end)};return setTimeout(e,b),this},a(function(){a.support.transition=b(),a.support.transition&amp;&amp;(a.event.special.bsTransitionEnd={bindType:a.support.transition.end,delegateType:a.support.transition.end,handle:function(b){if(a(b.target).is(this))return b.handleObj.handler.apply(this,arguments)}})})}(jQuery),+function(a){&quot;use strict&quot;;function b(b){return this.each(function(){var c=a(this),e=c.data(&quot;bs.alert&quot;);e||c.data(&quot;bs.alert&quot;,e=new d(this)),&quot;string&quot;==typeof b&amp;&amp;e[b].call(c)})}var c=&#x27;[data-dismiss=&quot;alert&quot;]&#x27;,d=function(b){a(b).on(&quot;click&quot;,c,this.close)};d.VERSION=&quot;3.3.7&quot;,d.TRANSITION_DURATION=150,d.prototype.close=function(b){function c(){g.detach().trigger(&quot;closed.bs.alert&quot;).remove()}var e=a(this),f=e.attr(&quot;data-target&quot;);f||(f=e.attr(&quot;href&quot;),f=f&amp;&amp;f.replace(/.*(?=#[^\\s]*$)/,&quot;&quot;));var g=a(&quot;#&quot;===f?[]:f);b&amp;&amp;b.preventDefault(),g.length||(g=e.closest(&quot;.alert&quot;)),g.trigger(b=a.Event(&quot;close.bs.alert&quot;)),b.isDefaultPrevented()||(g.removeClass(&quot;in&quot;),a.support.transition&amp;&amp;g.hasClass(&quot;fade&quot;)?g.one(&quot;bsTransitionEnd&quot;,c).emulateTransitionEnd(d.TRANSITION_DURATION):c())};var e=a.fn.alert;a.fn.alert=b,a.fn.alert.Constructor=d,a.fn.alert.noConflict=function(){return a.fn.alert=e,this},a(document).on(&quot;click.bs.alert.data-api&quot;,c,d.prototype.close)}(jQuery),+function(a){&quot;use strict&quot;;function b(b){return this.each(function(){var d=a(this),e=d.data(&quot;bs.button&quot;),f=&quot;object&quot;==typeof b&amp;&amp;b;e||d.data(&quot;bs.button&quot;,e=new c(this,f)),&quot;toggle&quot;==b?e.toggle():b&amp;&amp;e.setState(b)})}var c=function(b,d){this.$element=a(b),this.options=a.extend({},c.DEFAULTS,d),this.isLoading=!1};c.VERSION=&quot;3.3.7&quot;,c.DEFAULTS={loadingText:&quot;loading...&quot;},c.prototype.setState=function(b){var c=&quot;disabled&quot;,d=this.$element,e=d.is(&quot;input&quot;)?&quot;val&quot;:&quot;html&quot;,f=d.data();b+=&quot;Text&quot;,null==f.resetText&amp;&amp;d.data(&quot;resetText&quot;,d[e]()),setTimeout(a.proxy(function(){d[e](null==f[b]?this.options[b]:f[b]),&quot;loadingText&quot;==b?(this.isLoading=!0,d.addClass(c).attr(c,c).prop(c,!0)):this.isLoading&amp;&amp;(this.isLoading=!1,d.removeClass(c).removeAttr(c).prop(c,!1))},this),0)},c.prototype.toggle=function(){var a=!0,b=this.$element.closest(&#x27;[data-toggle=&quot;buttons&quot;]&#x27;);if(b.length){var c=this.$element.find(&quot;input&quot;);&quot;radio&quot;==c.prop(&quot;type&quot;)?(c.prop(&quot;checked&quot;)&amp;&amp;(a=!1),b.find(&quot;.active&quot;).removeClass(&quot;active&quot;),this.$element.addClass(&quot;active&quot;)):&quot;checkbox&quot;==c.prop(&quot;type&quot;)&amp;&amp;(c.prop(&quot;checked&quot;)!==this.$element.hasClass(&quot;active&quot;)&amp;&amp;(a=!1),this.$element.toggleClass(&quot;active&quot;)),c.prop(&quot;checked&quot;,this.$element.hasClass(&quot;active&quot;)),a&amp;&amp;c.trigger(&quot;change&quot;)}else this.$element.attr(&quot;aria-pressed&quot;,!this.$element.hasClass(&quot;active&quot;)),this.$element.toggleClass(&quot;active&quot;)};var d=a.fn.button;a.fn.button=b,a.fn.button.Constructor=c,a.fn.button.noConflict=function(){return a.fn.button=d,this},a(document).on(&quot;click.bs.button.data-api&quot;,&#x27;[data-toggle^=&quot;button&quot;]&#x27;,function(c){var d=a(c.target).closest(&quot;.btn&quot;);b.call(d,&quot;toggle&quot;),a(c.target).is(&#x27;input[type=&quot;radio&quot;], input[type=&quot;checkbox&quot;]&#x27;)||(c.preventDefault(),d.is(&quot;input,button&quot;)?d.trigger(&quot;focus&quot;):d.find(&quot;input:visible,button:visible&quot;).first().trigger(&quot;focus&quot;))}).on(&quot;focus.bs.button.data-api blur.bs.button.data-api&quot;,&#x27;[data-toggle^=&quot;button&quot;]&#x27;,function(b){a(b.target).closest(&quot;.btn&quot;).toggleClass(&quot;focus&quot;,/^focus(in)?$/.test(b.type))})}(jQuery),+function(a){&quot;use strict&quot;;function b(b){return this.each(function(){var d=a(this),e=d.data(&quot;bs.carousel&quot;),f=a.extend({},c.DEFAULTS,d.data(),&quot;object&quot;==typeof b&amp;&amp;b),g=&quot;string&quot;==typeof b?b:f.slide;e||d.data(&quot;bs.carousel&quot;,e=new c(this,f)),&quot;number&quot;==typeof b?e.to(b):g?e[g]():f.interval&amp;&amp;e.pause().cycle()})}var c=function(b,c){this.$element=a(b),this.$indicators=this.$element.find(&quot;.carousel-indicators&quot;),this.options=c,this.paused=null,this.sliding=null,this.interval=null,this.$active=null,this.$items=null,this.options.keyboard&amp;&amp;this.$element.on(&quot;keydown.bs.carousel&quot;,a.proxy(this.keydown,this)),&quot;hover&quot;==this.options.pause&amp;&amp;!(&quot;ontouchstart&quot;in document.documentElement)&amp;&amp;this.$element.on(&quot;mouseenter.bs.carousel&quot;,a.proxy(this.pause,this)).on(&quot;mouseleave.bs.carousel&quot;,a.proxy(this.cycle,this))};c.VERSION=&quot;3.3.7&quot;,c.TRANSITION_DURATION=600,c.DEFAULTS={interval:5e3,pause:&quot;hover&quot;,wrap:!0,keyboard:!0},c.prototype.keydown=function(a){if(!/input|textarea/i.test(a.target.tagName)){switch(a.which){case 37:this.prev();break;case 39:this.next();break;default:return}a.preventDefault()}},c.prototype.cycle=function(b){return b||(this.paused=!1),this.interval&amp;&amp;clearInterval(this.interval),this.options.interval&amp;&amp;!this.paused&amp;&amp;(this.interval=setInterval(a.proxy(this.next,this),this.options.interval)),this},c.prototype.getItemIndex=function(a){return this.$items=a.parent().children(&quot;.item&quot;),this.$items.index(a||this.$active)},c.prototype.getItemForDirection=function(a,b){var c=this.getItemIndex(b),d=&quot;prev&quot;==a&amp;&amp;0===c||&quot;next&quot;==a&amp;&amp;c==this.$items.length-1;if(d&amp;&amp;!this.options.wrap)return b;var e=&quot;prev&quot;==a?-1:1,f=(c+e)%this.$items.length;return this.$items.eq(f)},c.prototype.to=function(a){var b=this,c=this.getItemIndex(this.$active=this.$element.find(&quot;.item.active&quot;));if(!(a&gt;this.$items.length-1||a&lt;0))return this.sliding?this.$element.one(&quot;slid.bs.carousel&quot;,function(){b.to(a)}):c==a?this.pause().cycle():this.slide(a&gt;c?&quot;next&quot;:&quot;prev&quot;,this.$items.eq(a))},c.prototype.pause=function(b){return b||(this.paused=!0),this.$element.find(&quot;.next, .prev&quot;).length&amp;&amp;a.support.transition&amp;&amp;(this.$element.trigger(a.support.transition.end),this.cycle(!0)),this.interval=clearInterval(this.interval),this},c.prototype.next=function(){if(!this.sliding)return this.slide(&quot;next&quot;)},c.prototype.prev=function(){if(!this.sliding)return this.slide(&quot;prev&quot;)},c.prototype.slide=function(b,d){var e=this.$element.find(&quot;.item.active&quot;),f=d||this.getItemForDirection(b,e),g=this.interval,h=&quot;next&quot;==b?&quot;left&quot;:&quot;right&quot;,i=this;if(f.hasClass(&quot;active&quot;))return this.sliding=!1;var j=f[0],k=a.Event(&quot;slide.bs.carousel&quot;,{relatedTarget:j,direction:h});if(this.$element.trigger(k),!k.isDefaultPrevented()){if(this.sliding=!0,g&amp;&amp;this.pause(),this.$indicators.length){this.$indicators.find(&quot;.active&quot;).removeClass(&quot;active&quot;);var l=a(this.$indicators.children()[this.getItemIndex(f)]);l&amp;&amp;l.addClass(&quot;active&quot;)}var m=a.Event(&quot;slid.bs.carousel&quot;,{relatedTarget:j,direction:h});return a.support.transition&amp;&amp;this.$element.hasClass(&quot;slide&quot;)?(f.addClass(b),f[0].offsetWidth,e.addClass(h),f.addClass(h),e.one(&quot;bsTransitionEnd&quot;,function(){f.removeClass([b,h].join(&quot; &quot;)).addClass(&quot;active&quot;),e.removeClass([&quot;active&quot;,h].join(&quot; &quot;)),i.sliding=!1,setTimeout(function(){i.$element.trigger(m)},0)}).emulateTransitionEnd(c.TRANSITION_DURATION)):(e.removeClass(&quot;active&quot;),f.addClass(&quot;active&quot;),this.sliding=!1,this.$element.trigger(m)),g&amp;&amp;this.cycle(),this}};var d=a.fn.carousel;a.fn.carousel=b,a.fn.carousel.Constructor=c,a.fn.carousel.noConflict=function(){return a.fn.carousel=d,this};var e=function(c){var d,e=a(this),f=a(e.attr(&quot;data-target&quot;)||(d=e.attr(&quot;href&quot;))&amp;&amp;d.replace(/.*(?=#[^\\s]+$)/,&quot;&quot;));if(f.hasClass(&quot;carousel&quot;)){var g=a.extend({},f.data(),e.data()),h=e.attr(&quot;data-slide-to&quot;);h&amp;&amp;(g.interval=!1),b.call(f,g),h&amp;&amp;f.data(&quot;bs.carousel&quot;).to(h),c.preventDefault()}};a(document).on(&quot;click.bs.carousel.data-api&quot;,&quot;[data-slide]&quot;,e).on(&quot;click.bs.carousel.data-api&quot;,&quot;[data-slide-to]&quot;,e),a(window).on(&quot;load&quot;,function(){a(&#x27;[data-ride=&quot;carousel&quot;]&#x27;).each(function(){var c=a(this);b.call(c,c.data())})})}(jQuery),+function(a){&quot;use strict&quot;;function b(b){var c,d=b.attr(&quot;data-target&quot;)||(c=b.attr(&quot;href&quot;))&amp;&amp;c.replace(/.*(?=#[^\\s]+$)/,&quot;&quot;);return a(d)}function c(b){return this.each(function(){var c=a(this),e=c.data(&quot;bs.collapse&quot;),f=a.extend({},d.DEFAULTS,c.data(),&quot;object&quot;==typeof b&amp;&amp;b);!e&amp;&amp;f.toggle&amp;&amp;/show|hide/.test(b)&amp;&amp;(f.toggle=!1),e||c.data(&quot;bs.collapse&quot;,e=new d(this,f)),&quot;string&quot;==typeof b&amp;&amp;e[b]()})}var d=function(b,c){this.$element=a(b),this.options=a.extend({},d.DEFAULTS,c),this.$trigger=a(&#x27;[data-toggle=&quot;collapse&quot;][href=&quot;#&#x27;+b.id+&#x27;&quot;],[data-toggle=&quot;collapse&quot;][data-target=&quot;#&#x27;+b.id+&#x27;&quot;]&#x27;),this.transitioning=null,this.options.parent?this.$parent=this.getParent():this.addAriaAndCollapsedClass(this.$element,this.$trigger),this.options.toggle&amp;&amp;this.toggle()};d.VERSION=&quot;3.3.7&quot;,d.TRANSITION_DURATION=350,d.DEFAULTS={toggle:!0},d.prototype.dimension=function(){var a=this.$element.hasClass(&quot;width&quot;);return a?&quot;width&quot;:&quot;height&quot;},d.prototype.show=function(){if(!this.transitioning&amp;&amp;!this.$element.hasClass(&quot;in&quot;)){var b,e=this.$parent&amp;&amp;this.$parent.children(&quot;.panel&quot;).children(&quot;.in, .collapsing&quot;);if(!(e&amp;&amp;e.length&amp;&amp;(b=e.data(&quot;bs.collapse&quot;),b&amp;&amp;b.transitioning))){var f=a.Event(&quot;show.bs.collapse&quot;);if(this.$element.trigger(f),!f.isDefaultPrevented()){e&amp;&amp;e.length&amp;&amp;(c.call(e,&quot;hide&quot;),b||e.data(&quot;bs.collapse&quot;,null));var g=this.dimension();this.$element.removeClass(&quot;collapse&quot;).addClass(&quot;collapsing&quot;)[g](0).attr(&quot;aria-expanded&quot;,!0),this.$trigger.removeClass(&quot;collapsed&quot;).attr(&quot;aria-expanded&quot;,!0),this.transitioning=1;var h=function(){this.$element.removeClass(&quot;collapsing&quot;).addClass(&quot;collapse in&quot;)[g](&quot;&quot;),this.transitioning=0,this.$element.trigger(&quot;shown.bs.collapse&quot;)};if(!a.support.transition)return h.call(this);var i=a.camelCase([&quot;scroll&quot;,g].join(&quot;-&quot;));this.$element.one(&quot;bsTransitionEnd&quot;,a.proxy(h,this)).emulateTransitionEnd(d.TRANSITION_DURATION)[g](this.$element[0][i])}}}},d.prototype.hide=function(){if(!this.transitioning&amp;&amp;this.$element.hasClass(&quot;in&quot;)){var b=a.Event(&quot;hide.bs.collapse&quot;);if(this.$element.trigger(b),!b.isDefaultPrevented()){var c=this.dimension();this.$element[c](this.$element[c]())[0].offsetHeight,this.$element.addClass(&quot;collapsing&quot;).removeClass(&quot;collapse in&quot;).attr(&quot;aria-expanded&quot;,!1),this.$trigger.addClass(&quot;collapsed&quot;).attr(&quot;aria-expanded&quot;,!1),this.transitioning=1;var e=function(){this.transitioning=0,this.$element.removeClass(&quot;collapsing&quot;).addClass(&quot;collapse&quot;).trigger(&quot;hidden.bs.collapse&quot;)};return a.support.transition?void this.$element[c](0).one(&quot;bsTransitionEnd&quot;,a.proxy(e,this)).emulateTransitionEnd(d.TRANSITION_DURATION):e.call(this)}}},d.prototype.toggle=function(){this[this.$element.hasClass(&quot;in&quot;)?&quot;hide&quot;:&quot;show&quot;]()},d.prototype.getParent=function(){return a(this.options.parent).find(&#x27;[data-toggle=&quot;collapse&quot;][data-parent=&quot;&#x27;+this.options.parent+&#x27;&quot;]&#x27;).each(a.proxy(function(c,d){var e=a(d);this.addAriaAndCollapsedClass(b(e),e)},this)).end()},d.prototype.addAriaAndCollapsedClass=function(a,b){var c=a.hasClass(&quot;in&quot;);a.attr(&quot;aria-expanded&quot;,c),b.toggleClass(&quot;collapsed&quot;,!c).attr(&quot;aria-expanded&quot;,c)};var e=a.fn.collapse;a.fn.collapse=c,a.fn.collapse.Constructor=d,a.fn.collapse.noConflict=function(){return a.fn.collapse=e,this},a(document).on(&quot;click.bs.collapse.data-api&quot;,&#x27;[data-toggle=&quot;collapse&quot;]&#x27;,function(d){var e=a(this);e.attr(&quot;data-target&quot;)||d.preventDefault();var f=b(e),g=f.data(&quot;bs.collapse&quot;),h=g?&quot;toggle&quot;:e.data();c.call(f,h)})}(jQuery),+function(a){&quot;use strict&quot;;function b(b){var c=b.attr(&quot;data-target&quot;);c||(c=b.attr(&quot;href&quot;),c=c&amp;&amp;/#[A-Za-z]/.test(c)&amp;&amp;c.replace(/.*(?=#[^\\s]*$)/,&quot;&quot;));var d=c&amp;&amp;a(c);return d&amp;&amp;d.length?d:b.parent()}function c(c){c&amp;&amp;3===c.which||(a(e).remove(),a(f).each(function(){var d=a(this),e=b(d),f={relatedTarget:this};e.hasClass(&quot;open&quot;)&amp;&amp;(c&amp;&amp;&quot;click&quot;==c.type&amp;&amp;/input|textarea/i.test(c.target.tagName)&amp;&amp;a.contains(e[0],c.target)||(e.trigger(c=a.Event(&quot;hide.bs.dropdown&quot;,f)),c.isDefaultPrevented()||(d.attr(&quot;aria-expanded&quot;,&quot;false&quot;),e.removeClass(&quot;open&quot;).trigger(a.Event(&quot;hidden.bs.dropdown&quot;,f)))))}))}function d(b){return this.each(function(){var c=a(this),d=c.data(&quot;bs.dropdown&quot;);d||c.data(&quot;bs.dropdown&quot;,d=new g(this)),&quot;string&quot;==typeof b&amp;&amp;d[b].call(c)})}var e=&quot;.dropdown-backdrop&quot;,f=&#x27;[data-toggle=&quot;dropdown&quot;]&#x27;,g=function(b){a(b).on(&quot;click.bs.dropdown&quot;,this.toggle)};g.VERSION=&quot;3.3.7&quot;,g.prototype.toggle=function(d){var e=a(this);if(!e.is(&quot;.disabled, :disabled&quot;)){var f=b(e),g=f.hasClass(&quot;open&quot;);if(c(),!g){&quot;ontouchstart&quot;in document.documentElement&amp;&amp;!f.closest(&quot;.navbar-nav&quot;).length&amp;&amp;a(document.createElement(&quot;div&quot;)).addClass(&quot;dropdown-backdrop&quot;).insertAfter(a(this)).on(&quot;click&quot;,c);var h={relatedTarget:this};if(f.trigger(d=a.Event(&quot;show.bs.dropdown&quot;,h)),d.isDefaultPrevented())return;e.trigger(&quot;focus&quot;).attr(&quot;aria-expanded&quot;,&quot;true&quot;),f.toggleClass(&quot;open&quot;).trigger(a.Event(&quot;shown.bs.dropdown&quot;,h))}return!1}},g.prototype.keydown=function(c){if(/(38|40|27|32)/.test(c.which)&amp;&amp;!/input|textarea/i.test(c.target.tagName)){var d=a(this);if(c.preventDefault(),c.stopPropagation(),!d.is(&quot;.disabled, :disabled&quot;)){var e=b(d),g=e.hasClass(&quot;open&quot;);if(!g&amp;&amp;27!=c.which||g&amp;&amp;27==c.which)return 27==c.which&amp;&amp;e.find(f).trigger(&quot;focus&quot;),d.trigger(&quot;click&quot;);var h=&quot; li:not(.disabled):visible a&quot;,i=e.find(&quot;.dropdown-menu&quot;+h);if(i.length){var j=i.index(c.target);38==c.which&amp;&amp;j&gt;0&amp;&amp;j--,40==c.which&amp;&amp;j&lt;i.length-1&amp;&amp;j++,~j||(j=0),i.eq(j).trigger(&quot;focus&quot;)}}}};var h=a.fn.dropdown;a.fn.dropdown=d,a.fn.dropdown.Constructor=g,a.fn.dropdown.noConflict=function(){return a.fn.dropdown=h,this},a(document).on(&quot;click.bs.dropdown.data-api&quot;,c).on(&quot;click.bs.dropdown.data-api&quot;,&quot;.dropdown form&quot;,function(a){a.stopPropagation()}).on(&quot;click.bs.dropdown.data-api&quot;,f,g.prototype.toggle).on(&quot;keydown.bs.dropdown.data-api&quot;,f,g.prototype.keydown).on(&quot;keydown.bs.dropdown.data-api&quot;,&quot;.dropdown-menu&quot;,g.prototype.keydown)}(jQuery),+function(a){&quot;use strict&quot;;function b(b,d){return this.each(function(){var e=a(this),f=e.data(&quot;bs.modal&quot;),g=a.extend({},c.DEFAULTS,e.data(),&quot;object&quot;==typeof b&amp;&amp;b);f||e.data(&quot;bs.modal&quot;,f=new c(this,g)),&quot;string&quot;==typeof b?f[b](d):g.show&amp;&amp;f.show(d)})}var c=function(b,c){this.options=c,this.$body=a(document.body),this.$element=a(b),this.$dialog=this.$element.find(&quot;.modal-dialog&quot;),this.$backdrop=null,this.isShown=null,this.originalBodyPad=null,this.scrollbarWidth=0,this.ignoreBackdropClick=!1,this.options.remote&amp;&amp;this.$element.find(&quot;.modal-content&quot;).load(this.options.remote,a.proxy(function(){this.$element.trigger(&quot;loaded.bs.modal&quot;)},this))};c.VERSION=&quot;3.3.7&quot;,c.TRANSITION_DURATION=300,c.BACKDROP_TRANSITION_DURATION=150,c.DEFAULTS={backdrop:!0,keyboard:!0,show:!0},c.prototype.toggle=function(a){return this.isShown?this.hide():this.show(a)},c.prototype.show=function(b){var d=this,e=a.Event(&quot;show.bs.modal&quot;,{relatedTarget:b});this.$element.trigger(e),this.isShown||e.isDefaultPrevented()||(this.isShown=!0,this.checkScrollbar(),this.setScrollbar(),this.$body.addClass(&quot;modal-open&quot;),this.escape(),this.resize(),this.$element.on(&quot;click.dismiss.bs.modal&quot;,&#x27;[data-dismiss=&quot;modal&quot;]&#x27;,a.proxy(this.hide,this)),this.$dialog.on(&quot;mousedown.dismiss.bs.modal&quot;,function(){d.$element.one(&quot;mouseup.dismiss.bs.modal&quot;,function(b){a(b.target).is(d.$element)&amp;&amp;(d.ignoreBackdropClick=!0)})}),this.backdrop(function(){var e=a.support.transition&amp;&amp;d.$element.hasClass(&quot;fade&quot;);d.$element.parent().length||d.$element.appendTo(d.$body),d.$element.show().scrollTop(0),d.adjustDialog(),e&amp;&amp;d.$element[0].offsetWidth,d.$element.addClass(&quot;in&quot;),d.enforceFocus();var f=a.Event(&quot;shown.bs.modal&quot;,{relatedTarget:b});e?d.$dialog.one(&quot;bsTransitionEnd&quot;,function(){d.$element.trigger(&quot;focus&quot;).trigger(f)}).emulateTransitionEnd(c.TRANSITION_DURATION):d.$element.trigger(&quot;focus&quot;).trigger(f)}))},c.prototype.hide=function(b){b&amp;&amp;b.preventDefault(),b=a.Event(&quot;hide.bs.modal&quot;),this.$element.trigger(b),this.isShown&amp;&amp;!b.isDefaultPrevented()&amp;&amp;(this.isShown=!1,this.escape(),this.resize(),a(document).off(&quot;focusin.bs.modal&quot;),this.$element.removeClass(&quot;in&quot;).off(&quot;click.dismiss.bs.modal&quot;).off(&quot;mouseup.dismiss.bs.modal&quot;),this.$dialog.off(&quot;mousedown.dismiss.bs.modal&quot;),a.support.transition&amp;&amp;this.$element.hasClass(&quot;fade&quot;)?this.$element.one(&quot;bsTransitionEnd&quot;,a.proxy(this.hideModal,this)).emulateTransitionEnd(c.TRANSITION_DURATION):this.hideModal())},c.prototype.enforceFocus=function(){a(document).off(&quot;focusin.bs.modal&quot;).on(&quot;focusin.bs.modal&quot;,a.proxy(function(a){document===a.target||this.$element[0]===a.target||this.$element.has(a.target).length||this.$element.trigger(&quot;focus&quot;)},this))},c.prototype.escape=function(){this.isShown&amp;&amp;this.options.keyboard?this.$element.on(&quot;keydown.dismiss.bs.modal&quot;,a.proxy(function(a){27==a.which&amp;&amp;this.hide()},this)):this.isShown||this.$element.off(&quot;keydown.dismiss.bs.modal&quot;)},c.prototype.resize=function(){this.isShown?a(window).on(&quot;resize.bs.modal&quot;,a.proxy(this.handleUpdate,this)):a(window).off(&quot;resize.bs.modal&quot;)},c.prototype.hideModal=function(){var a=this;this.$element.hide(),this.backdrop(function(){a.$body.removeClass(&quot;modal-open&quot;),a.resetAdjustments(),a.resetScrollbar(),a.$element.trigger(&quot;hidden.bs.modal&quot;)})},c.prototype.removeBackdrop=function(){this.$backdrop&amp;&amp;this.$backdrop.remove(),this.$backdrop=null},c.prototype.backdrop=function(b){var d=this,e=this.$element.hasClass(&quot;fade&quot;)?&quot;fade&quot;:&quot;&quot;;if(this.isShown&amp;&amp;this.options.backdrop){var f=a.support.transition&amp;&amp;e;if(this.$backdrop=a(document.createElement(&quot;div&quot;)).addClass(&quot;modal-backdrop &quot;+e).appendTo(this.$body),this.$element.on(&quot;click.dismiss.bs.modal&quot;,a.proxy(function(a){return this.ignoreBackdropClick?void(this.ignoreBackdropClick=!1):void(a.target===a.currentTarget&amp;&amp;(&quot;static&quot;==this.options.backdrop?this.$element[0].focus():this.hide()))},this)),f&amp;&amp;this.$backdrop[0].offsetWidth,this.$backdrop.addClass(&quot;in&quot;),!b)return;f?this.$backdrop.one(&quot;bsTransitionEnd&quot;,b).emulateTransitionEnd(c.BACKDROP_TRANSITION_DURATION):b()}else if(!this.isShown&amp;&amp;this.$backdrop){this.$backdrop.removeClass(&quot;in&quot;);var g=function(){d.removeBackdrop(),b&amp;&amp;b()};a.support.transition&amp;&amp;this.$element.hasClass(&quot;fade&quot;)?this.$backdrop.one(&quot;bsTransitionEnd&quot;,g).emulateTransitionEnd(c.BACKDROP_TRANSITION_DURATION):g()}else b&amp;&amp;b()},c.prototype.handleUpdate=function(){this.adjustDialog()},c.prototype.adjustDialog=function(){var a=this.$element[0].scrollHeight&gt;document.documentElement.clientHeight;this.$element.css({paddingLeft:!this.bodyIsOverflowing&amp;&amp;a?this.scrollbarWidth:&quot;&quot;,paddingRight:this.bodyIsOverflowing&amp;&amp;!a?this.scrollbarWidth:&quot;&quot;})},c.prototype.resetAdjustments=function(){this.$element.css({paddingLeft:&quot;&quot;,paddingRight:&quot;&quot;})},c.prototype.checkScrollbar=function(){var a=window.innerWidth;if(!a){var b=document.documentElement.getBoundingClientRect();a=b.right-Math.abs(b.left)}this.bodyIsOverflowing=document.body.clientWidth&lt;a,this.scrollbarWidth=this.measureScrollbar()},c.prototype.setScrollbar=function(){var a=parseInt(this.$body.css(&quot;padding-right&quot;)||0,10);this.originalBodyPad=document.body.style.paddingRight||&quot;&quot;,this.bodyIsOverflowing&amp;&amp;this.$body.css(&quot;padding-right&quot;,a+this.scrollbarWidth)},c.prototype.resetScrollbar=function(){this.$body.css(&quot;padding-right&quot;,this.originalBodyPad)},c.prototype.measureScrollbar=function(){var a=document.createElement(&quot;div&quot;);a.className=&quot;modal-scrollbar-measure&quot;,this.$body.append(a);var b=a.offsetWidth-a.clientWidth;return this.$body[0].removeChild(a),b};var d=a.fn.modal;a.fn.modal=b,a.fn.modal.Constructor=c,a.fn.modal.noConflict=function(){return a.fn.modal=d,this},a(document).on(&quot;click.bs.modal.data-api&quot;,&#x27;[data-toggle=&quot;modal&quot;]&#x27;,function(c){var d=a(this),e=d.attr(&quot;href&quot;),f=a(d.attr(&quot;data-target&quot;)||e&amp;&amp;e.replace(/.*(?=#[^\\s]+$)/,&quot;&quot;)),g=f.data(&quot;bs.modal&quot;)?&quot;toggle&quot;:a.extend({remote:!/#/.test(e)&amp;&amp;e},f.data(),d.data());d.is(&quot;a&quot;)&amp;&amp;c.preventDefault(),f.one(&quot;show.bs.modal&quot;,function(a){a.isDefaultPrevented()||f.one(&quot;hidden.bs.modal&quot;,function(){d.is(&quot;:visible&quot;)&amp;&amp;d.trigger(&quot;focus&quot;)})}),b.call(f,g,this)})}(jQuery),+function(a){&quot;use strict&quot;;function b(b){return this.each(function(){var d=a(this),e=d.data(&quot;bs.tooltip&quot;),f=&quot;object&quot;==typeof b&amp;&amp;b;!e&amp;&amp;/destroy|hide/.test(b)||(e||d.data(&quot;bs.tooltip&quot;,e=new c(this,f)),&quot;string&quot;==typeof b&amp;&amp;e[b]())})}var c=function(a,b){this.type=null,this.options=null,this.enabled=null,this.timeout=null,this.hoverState=null,this.$element=null,this.inState=null,this.init(&quot;tooltip&quot;,a,b)};c.VERSION=&quot;3.3.7&quot;,c.TRANSITION_DURATION=150,c.DEFAULTS={animation:!0,placement:&quot;top&quot;,selector:!1,template:&#x27;&lt;div class=&quot;tooltip&quot; role=&quot;tooltip&quot;&gt;&lt;div class=&quot;tooltip-arrow&quot;&gt;&lt;/div&gt;&lt;div class=&quot;tooltip-inner&quot;&gt;&lt;/div&gt;&lt;/div&gt;&#x27;,trigger:&quot;hover focus&quot;,title:&quot;&quot;,delay:0,html:!1,container:!1,viewport:{selector:&quot;body&quot;,padding:0}},c.prototype.init=function(b,c,d){if(this.enabled=!0,this.type=b,this.$element=a(c),this.options=this.getOptions(d),this.$viewport=this.options.viewport&amp;&amp;a(a.isFunction(this.options.viewport)?this.options.viewport.call(this,this.$element):this.options.viewport.selector||this.options.viewport),this.inState={click:!1,hover:!1,focus:!1},this.$element[0]instanceof document.constructor&amp;&amp;!this.options.selector)throw new Error(&quot;`selector` option must be specified when initializing &quot;+this.type+&quot; on the window.document object!&quot;);for(var e=this.options.trigger.split(&quot; &quot;),f=e.length;f--;){var g=e[f];if(&quot;click&quot;==g)this.$element.on(&quot;click.&quot;+this.type,this.options.selector,a.proxy(this.toggle,this));else if(&quot;manual&quot;!=g){var h=&quot;hover&quot;==g?&quot;mouseenter&quot;:&quot;focusin&quot;,i=&quot;hover&quot;==g?&quot;mouseleave&quot;:&quot;focusout&quot;;this.$element.on(h+&quot;.&quot;+this.type,this.options.selector,a.proxy(this.enter,this)),this.$element.on(i+&quot;.&quot;+this.type,this.options.selector,a.proxy(this.leave,this))}}this.options.selector?this._options=a.extend({},this.options,{trigger:&quot;manual&quot;,selector:&quot;&quot;}):this.fixTitle()},c.prototype.getDefaults=function(){return c.DEFAULTS},c.prototype.getOptions=function(b){return b=a.extend({},this.getDefaults(),this.$element.data(),b),b.delay&amp;&amp;&quot;number&quot;==typeof b.delay&amp;&amp;(b.delay={show:b.delay,hide:b.delay}),b},c.prototype.getDelegateOptions=function(){var b={},c=this.getDefaults();return this._options&amp;&amp;a.each(this._options,function(a,d){c[a]!=d&amp;&amp;(b[a]=d)}),b},c.prototype.enter=function(b){var c=b instanceof this.constructor?b:a(b.currentTarget).data(&quot;bs.&quot;+this.type);return c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data(&quot;bs.&quot;+this.type,c)),b instanceof a.Event&amp;&amp;(c.inState[&quot;focusin&quot;==b.type?&quot;focus&quot;:&quot;hover&quot;]=!0),c.tip().hasClass(&quot;in&quot;)||&quot;in&quot;==c.hoverState?void(c.hoverState=&quot;in&quot;):(clearTimeout(c.timeout),c.hoverState=&quot;in&quot;,c.options.delay&amp;&amp;c.options.delay.show?void(c.timeout=setTimeout(function(){&quot;in&quot;==c.hoverState&amp;&amp;c.show()},c.options.delay.show)):c.show())},c.prototype.isInStateTrue=function(){for(var a in this.inState)if(this.inState[a])return!0;return!1},c.prototype.leave=function(b){var c=b instanceof this.constructor?b:a(b.currentTarget).data(&quot;bs.&quot;+this.type);if(c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data(&quot;bs.&quot;+this.type,c)),b instanceof a.Event&amp;&amp;(c.inState[&quot;focusout&quot;==b.type?&quot;focus&quot;:&quot;hover&quot;]=!1),!c.isInStateTrue())return clearTimeout(c.timeout),c.hoverState=&quot;out&quot;,c.options.delay&amp;&amp;c.options.delay.hide?void(c.timeout=setTimeout(function(){&quot;out&quot;==c.hoverState&amp;&amp;c.hide()},c.options.delay.hide)):c.hide()},c.prototype.show=function(){var b=a.Event(&quot;show.bs.&quot;+this.type);if(this.hasContent()&amp;&amp;this.enabled){this.$element.trigger(b);var d=a.contains(this.$element[0].ownerDocument.documentElement,this.$element[0]);if(b.isDefaultPrevented()||!d)return;var e=this,f=this.tip(),g=this.getUID(this.type);this.setContent(),f.attr(&quot;id&quot;,g),this.$element.attr(&quot;aria-describedby&quot;,g),this.options.animation&amp;&amp;f.addClass(&quot;fade&quot;);var h=&quot;function&quot;==typeof this.options.placement?this.options.placement.call(this,f[0],this.$element[0]):this.options.placement,i=/\\s?auto?\\s?/i,j=i.test(h);j&amp;&amp;(h=h.replace(i,&quot;&quot;)||&quot;top&quot;),f.detach().css({top:0,left:0,display:&quot;block&quot;}).addClass(h).data(&quot;bs.&quot;+this.type,this),this.options.container?f.appendTo(this.options.container):f.insertAfter(this.$element),this.$element.trigger(&quot;inserted.bs.&quot;+this.type);var k=this.getPosition(),l=f[0].offsetWidth,m=f[0].offsetHeight;if(j){var n=h,o=this.getPosition(this.$viewport);h=&quot;bottom&quot;==h&amp;&amp;k.bottom+m&gt;o.bottom?&quot;top&quot;:&quot;top&quot;==h&amp;&amp;k.top-m&lt;o.top?&quot;bottom&quot;:&quot;right&quot;==h&amp;&amp;k.right+l&gt;o.width?&quot;left&quot;:&quot;left&quot;==h&amp;&amp;k.left-l&lt;o.left?&quot;right&quot;:h,f.removeClass(n).addClass(h)}var p=this.getCalculatedOffset(h,k,l,m);this.applyPlacement(p,h);var q=function(){var a=e.hoverState;e.$element.trigger(&quot;shown.bs.&quot;+e.type),e.hoverState=null,&quot;out&quot;==a&amp;&amp;e.leave(e)};a.support.transition&amp;&amp;this.$tip.hasClass(&quot;fade&quot;)?f.one(&quot;bsTransitionEnd&quot;,q).emulateTransitionEnd(c.TRANSITION_DURATION):q()}},c.prototype.applyPlacement=function(b,c){var d=this.tip(),e=d[0].offsetWidth,f=d[0].offsetHeight,g=parseInt(d.css(&quot;margin-top&quot;),10),h=parseInt(d.css(&quot;margin-left&quot;),10);isNaN(g)&amp;&amp;(g=0),isNaN(h)&amp;&amp;(h=0),b.top+=g,b.left+=h,a.offset.setOffset(d[0],a.extend({using:function(a){d.css({top:Math.round(a.top),left:Math.round(a.left)})}},b),0),d.addClass(&quot;in&quot;);var i=d[0].offsetWidth,j=d[0].offsetHeight;&quot;top&quot;==c&amp;&amp;j!=f&amp;&amp;(b.top=b.top+f-j);var k=this.getViewportAdjustedDelta(c,b,i,j);k.left?b.left+=k.left:b.top+=k.top;var l=/top|bottom/.test(c),m=l?2*k.left-e+i:2*k.top-f+j,n=l?&quot;offsetWidth&quot;:&quot;offsetHeight&quot;;d.offset(b),this.replaceArrow(m,d[0][n],l)},c.prototype.replaceArrow=function(a,b,c){this.arrow().css(c?&quot;left&quot;:&quot;top&quot;,50*(1-a/b)+&quot;%&quot;).css(c?&quot;top&quot;:&quot;left&quot;,&quot;&quot;)},c.prototype.setContent=function(){var a=this.tip(),b=this.getTitle();a.find(&quot;.tooltip-inner&quot;)[this.options.html?&quot;html&quot;:&quot;text&quot;](b),a.removeClass(&quot;fade in top bottom left right&quot;)},c.prototype.hide=function(b){function d(){&quot;in&quot;!=e.hoverState&amp;&amp;f.detach(),e.$element&amp;&amp;e.$element.removeAttr(&quot;aria-describedby&quot;).trigger(&quot;hidden.bs.&quot;+e.type),b&amp;&amp;b()}var e=this,f=a(this.$tip),g=a.Event(&quot;hide.bs.&quot;+this.type);if(this.$element.trigger(g),!g.isDefaultPrevented())return f.removeClass(&quot;in&quot;),a.support.transition&amp;&amp;f.hasClass(&quot;fade&quot;)?f.one(&quot;bsTransitionEnd&quot;,d).emulateTransitionEnd(c.TRANSITION_DURATION):d(),this.hoverState=null,this},c.prototype.fixTitle=function(){var a=this.$element;(a.attr(&quot;title&quot;)||&quot;string&quot;!=typeof a.attr(&quot;data-original-title&quot;))&amp;&amp;a.attr(&quot;data-original-title&quot;,a.attr(&quot;title&quot;)||&quot;&quot;).attr(&quot;title&quot;,&quot;&quot;)},c.prototype.hasContent=function(){return this.getTitle()},c.prototype.getPosition=function(b){b=b||this.$element;var c=b[0],d=&quot;BODY&quot;==c.tagName,e=c.getBoundingClientRect();null==e.width&amp;&amp;(e=a.extend({},e,{width:e.right-e.left,height:e.bottom-e.top}));var f=window.SVGElement&amp;&amp;c instanceof window.SVGElement,g=d?{top:0,left:0}:f?null:b.offset(),h={scroll:d?document.documentElement.scrollTop||document.body.scrollTop:b.scrollTop()},i=d?{width:a(window).width(),height:a(window).height()}:null;return a.extend({},e,h,i,g)},c.prototype.getCalculatedOffset=function(a,b,c,d){return&quot;bottom&quot;==a?{top:b.top+b.height,left:b.left+b.width/2-c/2}:&quot;top&quot;==a?{top:b.top-d,left:b.left+b.width/2-c/2}:&quot;left&quot;==a?{top:b.top+b.height/2-d/2,left:b.left-c}:{top:b.top+b.height/2-d/2,left:b.left+b.width}},c.prototype.getViewportAdjustedDelta=function(a,b,c,d){var e={top:0,left:0};if(!this.$viewport)return e;var f=this.options.viewport&amp;&amp;this.options.viewport.padding||0,g=this.getPosition(this.$viewport);if(/right|left/.test(a)){var h=b.top-f-g.scroll,i=b.top+f-g.scroll+d;h&lt;g.top?e.top=g.top-h:i&gt;g.top+g.height&amp;&amp;(e.top=g.top+g.height-i)}else{var j=b.left-f,k=b.left+f+c;j&lt;g.left?e.left=g.left-j:k&gt;g.right&amp;&amp;(e.left=g.left+g.width-k)}return e},c.prototype.getTitle=function(){var a,b=this.$element,c=this.options;return a=b.attr(&quot;data-original-title&quot;)||(&quot;function&quot;==typeof c.title?c.title.call(b[0]):c.title)},c.prototype.getUID=function(a){do a+=~~(1e6*Math.random());while(document.getElementById(a));return a},c.prototype.tip=function(){if(!this.$tip&amp;&amp;(this.$tip=a(this.options.template),1!=this.$tip.length))throw new Error(this.type+&quot; `template` option must consist of exactly 1 top-level element!&quot;);return this.$tip},c.prototype.arrow=function(){return this.$arrow=this.$arrow||this.tip().find(&quot;.tooltip-arrow&quot;)},c.prototype.enable=function(){this.enabled=!0},c.prototype.disable=function(){this.enabled=!1},c.prototype.toggleEnabled=function(){this.enabled=!this.enabled},c.prototype.toggle=function(b){var c=this;b&amp;&amp;(c=a(b.currentTarget).data(&quot;bs.&quot;+this.type),c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data(&quot;bs.&quot;+this.type,c))),b?(c.inState.click=!c.inState.click,c.isInStateTrue()?c.enter(c):c.leave(c)):c.tip().hasClass(&quot;in&quot;)?c.leave(c):c.enter(c)},c.prototype.destroy=function(){var a=this;clearTimeout(this.timeout),this.hide(function(){a.$element.off(&quot;.&quot;+a.type).removeData(&quot;bs.&quot;+a.type),a.$tip&amp;&amp;a.$tip.detach(),a.$tip=null,a.$arrow=null,a.$viewport=null,a.$element=null})};var d=a.fn.tooltip;a.fn.tooltip=b,a.fn.tooltip.Constructor=c,a.fn.tooltip.noConflict=function(){return a.fn.tooltip=d,this}}(jQuery),+function(a){&quot;use strict&quot;;function b(b){return this.each(function(){var d=a(this),e=d.data(&quot;bs.popover&quot;),f=&quot;object&quot;==typeof b&amp;&amp;b;!e&amp;&amp;/destroy|hide/.test(b)||(e||d.data(&quot;bs.popover&quot;,e=new c(this,f)),&quot;string&quot;==typeof b&amp;&amp;e[b]())})}var c=function(a,b){this.init(&quot;popover&quot;,a,b)};if(!a.fn.tooltip)throw new Error(&quot;Popover requires tooltip.js&quot;);c.VERSION=&quot;3.3.7&quot;,c.DEFAULTS=a.extend({},a.fn.tooltip.Constructor.DEFAULTS,{placement:&quot;right&quot;,trigger:&quot;click&quot;,content:&quot;&quot;,template:&#x27;&lt;div class=&quot;popover&quot; role=&quot;tooltip&quot;&gt;&lt;div class=&quot;arrow&quot;&gt;&lt;/div&gt;&lt;h3 class=&quot;popover-title&quot;&gt;&lt;/h3&gt;&lt;div class=&quot;popover-content&quot;&gt;&lt;/div&gt;&lt;/div&gt;&#x27;}),c.prototype=a.extend({},a.fn.tooltip.Constructor.prototype),c.prototype.constructor=c,c.prototype.getDefaults=function(){return c.DEFAULTS},c.prototype.setContent=function(){var a=this.tip(),b=this.getTitle(),c=this.getContent();a.find(&quot;.popover-title&quot;)[this.options.html?&quot;html&quot;:&quot;text&quot;](b),a.find(&quot;.popover-content&quot;).children().detach().end()[this.options.html?&quot;string&quot;==typeof c?&quot;html&quot;:&quot;append&quot;:&quot;text&quot;](c),a.removeClass(&quot;fade top bottom left right in&quot;),a.find(&quot;.popover-title&quot;).html()||a.find(&quot;.popover-title&quot;).hide()},c.prototype.hasContent=function(){return this.getTitle()||this.getContent()},c.prototype.getContent=function(){var a=this.$element,b=this.options;return a.attr(&quot;data-content&quot;)||(&quot;function&quot;==typeof b.content?b.content.call(a[0]):b.content)},c.prototype.arrow=function(){return this.$arrow=this.$arrow||this.tip().find(&quot;.arrow&quot;)};var d=a.fn.popover;a.fn.popover=b,a.fn.popover.Constructor=c,a.fn.popover.noConflict=function(){return a.fn.popover=d,this}}(jQuery),+function(a){&quot;use strict&quot;;function b(c,d){this.$body=a(document.body),this.$scrollElement=a(a(c).is(document.body)?window:c),this.options=a.extend({},b.DEFAULTS,d),this.selector=(this.options.target||&quot;&quot;)+&quot; .nav li &gt; a&quot;,this.offsets=[],this.targets=[],this.activeTarget=null,this.scrollHeight=0,this.$scrollElement.on(&quot;scroll.bs.scrollspy&quot;,a.proxy(this.process,this)),this.refresh(),this.process()}function c(c){return this.each(function(){var d=a(this),e=d.data(&quot;bs.scrollspy&quot;),f=&quot;object&quot;==typeof c&amp;&amp;c;e||d.data(&quot;bs.scrollspy&quot;,e=new b(this,f)),&quot;string&quot;==typeof c&amp;&amp;e[c]()})}b.VERSION=&quot;3.3.7&quot;,b.DEFAULTS={offset:10},b.prototype.getScrollHeight=function(){return this.$scrollElement[0].scrollHeight||Math.max(this.$body[0].scrollHeight,document.documentElement.scrollHeight)},b.prototype.refresh=function(){var b=this,c=&quot;offset&quot;,d=0;this.offsets=[],this.targets=[],this.scrollHeight=this.getScrollHeight(),a.isWindow(this.$scrollElement[0])||(c=&quot;position&quot;,d=this.$scrollElement.scrollTop()),this.$body.find(this.selector).map(function(){var b=a(this),e=b.data(&quot;target&quot;)||b.attr(&quot;href&quot;),f=/^#./.test(e)&amp;&amp;a(e);return f&amp;&amp;f.length&amp;&amp;f.is(&quot;:visible&quot;)&amp;&amp;[[f[c]().top+d,e]]||null}).sort(function(a,b){return a[0]-b[0]}).each(function(){b.offsets.push(this[0]),b.targets.push(this[1])})},b.prototype.process=function(){var a,b=this.$scrollElement.scrollTop()+this.options.offset,c=this.getScrollHeight(),d=this.options.offset+c-this.$scrollElement.height(),e=this.offsets,f=this.targets,g=this.activeTarget;if(this.scrollHeight!=c&amp;&amp;this.refresh(),b&gt;=d)return g!=(a=f[f.length-1])&amp;&amp;this.activate(a);if(g&amp;&amp;b&lt;e[0])return this.activeTarget=null,this.clear();for(a=e.length;a--;)g!=f[a]&amp;&amp;b&gt;=e[a]&amp;&amp;(void 0===e[a+1]||b&lt;e[a+1])&amp;&amp;this.activate(f[a])},b.prototype.activate=function(b){\n",
       "this.activeTarget=b,this.clear();var c=this.selector+&#x27;[data-target=&quot;&#x27;+b+&#x27;&quot;],&#x27;+this.selector+&#x27;[href=&quot;&#x27;+b+&#x27;&quot;]&#x27;,d=a(c).parents(&quot;li&quot;).addClass(&quot;active&quot;);d.parent(&quot;.dropdown-menu&quot;).length&amp;&amp;(d=d.closest(&quot;li.dropdown&quot;).addClass(&quot;active&quot;)),d.trigger(&quot;activate.bs.scrollspy&quot;)},b.prototype.clear=function(){a(this.selector).parentsUntil(this.options.target,&quot;.active&quot;).removeClass(&quot;active&quot;)};var d=a.fn.scrollspy;a.fn.scrollspy=c,a.fn.scrollspy.Constructor=b,a.fn.scrollspy.noConflict=function(){return a.fn.scrollspy=d,this},a(window).on(&quot;load.bs.scrollspy.data-api&quot;,function(){a(&#x27;[data-spy=&quot;scroll&quot;]&#x27;).each(function(){var b=a(this);c.call(b,b.data())})})}(jQuery),+function(a){&quot;use strict&quot;;function b(b){return this.each(function(){var d=a(this),e=d.data(&quot;bs.tab&quot;);e||d.data(&quot;bs.tab&quot;,e=new c(this)),&quot;string&quot;==typeof b&amp;&amp;e[b]()})}var c=function(b){this.element=a(b)};c.VERSION=&quot;3.3.7&quot;,c.TRANSITION_DURATION=150,c.prototype.show=function(){var b=this.element,c=b.closest(&quot;ul:not(.dropdown-menu)&quot;),d=b.data(&quot;target&quot;);if(d||(d=b.attr(&quot;href&quot;),d=d&amp;&amp;d.replace(/.*(?=#[^\\s]*$)/,&quot;&quot;)),!b.parent(&quot;li&quot;).hasClass(&quot;active&quot;)){var e=c.find(&quot;.active:last a&quot;),f=a.Event(&quot;hide.bs.tab&quot;,{relatedTarget:b[0]}),g=a.Event(&quot;show.bs.tab&quot;,{relatedTarget:e[0]});if(e.trigger(f),b.trigger(g),!g.isDefaultPrevented()&amp;&amp;!f.isDefaultPrevented()){var h=a(d);this.activate(b.closest(&quot;li&quot;),c),this.activate(h,h.parent(),function(){e.trigger({type:&quot;hidden.bs.tab&quot;,relatedTarget:b[0]}),b.trigger({type:&quot;shown.bs.tab&quot;,relatedTarget:e[0]})})}}},c.prototype.activate=function(b,d,e){function f(){g.removeClass(&quot;active&quot;).find(&quot;&gt; .dropdown-menu &gt; .active&quot;).removeClass(&quot;active&quot;).end().find(&#x27;[data-toggle=&quot;tab&quot;]&#x27;).attr(&quot;aria-expanded&quot;,!1),b.addClass(&quot;active&quot;).find(&#x27;[data-toggle=&quot;tab&quot;]&#x27;).attr(&quot;aria-expanded&quot;,!0),h?(b[0].offsetWidth,b.addClass(&quot;in&quot;)):b.removeClass(&quot;fade&quot;),b.parent(&quot;.dropdown-menu&quot;).length&amp;&amp;b.closest(&quot;li.dropdown&quot;).addClass(&quot;active&quot;).end().find(&#x27;[data-toggle=&quot;tab&quot;]&#x27;).attr(&quot;aria-expanded&quot;,!0),e&amp;&amp;e()}var g=d.find(&quot;&gt; .active&quot;),h=e&amp;&amp;a.support.transition&amp;&amp;(g.length&amp;&amp;g.hasClass(&quot;fade&quot;)||!!d.find(&quot;&gt; .fade&quot;).length);g.length&amp;&amp;h?g.one(&quot;bsTransitionEnd&quot;,f).emulateTransitionEnd(c.TRANSITION_DURATION):f(),g.removeClass(&quot;in&quot;)};var d=a.fn.tab;a.fn.tab=b,a.fn.tab.Constructor=c,a.fn.tab.noConflict=function(){return a.fn.tab=d,this};var e=function(c){c.preventDefault(),b.call(a(this),&quot;show&quot;)};a(document).on(&quot;click.bs.tab.data-api&quot;,&#x27;[data-toggle=&quot;tab&quot;]&#x27;,e).on(&quot;click.bs.tab.data-api&quot;,&#x27;[data-toggle=&quot;pill&quot;]&#x27;,e)}(jQuery),+function(a){&quot;use strict&quot;;function b(b){return this.each(function(){var d=a(this),e=d.data(&quot;bs.affix&quot;),f=&quot;object&quot;==typeof b&amp;&amp;b;e||d.data(&quot;bs.affix&quot;,e=new c(this,f)),&quot;string&quot;==typeof b&amp;&amp;e[b]()})}var c=function(b,d){this.options=a.extend({},c.DEFAULTS,d),this.$target=a(this.options.target).on(&quot;scroll.bs.affix.data-api&quot;,a.proxy(this.checkPosition,this)).on(&quot;click.bs.affix.data-api&quot;,a.proxy(this.checkPositionWithEventLoop,this)),this.$element=a(b),this.affixed=null,this.unpin=null,this.pinnedOffset=null,this.checkPosition()};c.VERSION=&quot;3.3.7&quot;,c.RESET=&quot;affix affix-top affix-bottom&quot;,c.DEFAULTS={offset:0,target:window},c.prototype.getState=function(a,b,c,d){var e=this.$target.scrollTop(),f=this.$element.offset(),g=this.$target.height();if(null!=c&amp;&amp;&quot;top&quot;==this.affixed)return e&lt;c&amp;&amp;&quot;top&quot;;if(&quot;bottom&quot;==this.affixed)return null!=c?!(e+this.unpin&lt;=f.top)&amp;&amp;&quot;bottom&quot;:!(e+g&lt;=a-d)&amp;&amp;&quot;bottom&quot;;var h=null==this.affixed,i=h?e:f.top,j=h?g:b;return null!=c&amp;&amp;e&lt;=c?&quot;top&quot;:null!=d&amp;&amp;i+j&gt;=a-d&amp;&amp;&quot;bottom&quot;},c.prototype.getPinnedOffset=function(){if(this.pinnedOffset)return this.pinnedOffset;this.$element.removeClass(c.RESET).addClass(&quot;affix&quot;);var a=this.$target.scrollTop(),b=this.$element.offset();return this.pinnedOffset=b.top-a},c.prototype.checkPositionWithEventLoop=function(){setTimeout(a.proxy(this.checkPosition,this),1)},c.prototype.checkPosition=function(){if(this.$element.is(&quot;:visible&quot;)){var b=this.$element.height(),d=this.options.offset,e=d.top,f=d.bottom,g=Math.max(a(document).height(),a(document.body).height());&quot;object&quot;!=typeof d&amp;&amp;(f=e=d),&quot;function&quot;==typeof e&amp;&amp;(e=d.top(this.$element)),&quot;function&quot;==typeof f&amp;&amp;(f=d.bottom(this.$element));var h=this.getState(g,b,e,f);if(this.affixed!=h){null!=this.unpin&amp;&amp;this.$element.css(&quot;top&quot;,&quot;&quot;);var i=&quot;affix&quot;+(h?&quot;-&quot;+h:&quot;&quot;),j=a.Event(i+&quot;.bs.affix&quot;);if(this.$element.trigger(j),j.isDefaultPrevented())return;this.affixed=h,this.unpin=&quot;bottom&quot;==h?this.getPinnedOffset():null,this.$element.removeClass(c.RESET).addClass(i).trigger(i.replace(&quot;affix&quot;,&quot;affixed&quot;)+&quot;.bs.affix&quot;)}&quot;bottom&quot;==h&amp;&amp;this.$element.offset({top:g-b-f})}};var d=a.fn.affix;a.fn.affix=b,a.fn.affix.Constructor=c,a.fn.affix.noConflict=function(){return a.fn.affix=d,this},a(window).on(&quot;load&quot;,function(){a(&#x27;[data-spy=&quot;affix&quot;]&#x27;).each(function(){var c=a(this),d=c.data();d.offset=d.offset||{},null!=d.offsetBottom&amp;&amp;(d.offset.bottom=d.offsetBottom),null!=d.offsetTop&amp;&amp;(d.offset.top=d.offsetTop),b.call(c,d)})})}(jQuery);        &lt;/script&gt;&lt;script&gt;\n",
       "$(function () {\n",
       "    $(&#x27;[data-toggle=&quot;tooltip&quot;]&#x27;).tooltip();\n",
       "});\n",
       "\n",
       "$(&quot;a[href^=&#x27;#&#x27;].anchor&quot;).on(&#x27;click&#x27;, function (e) {\n",
       "\n",
       "    // prevent default anchor click behavior\n",
       "    e.preventDefault();\n",
       "\n",
       "    // store hash\n",
       "    var hash = this.hash;\n",
       "\n",
       "    // animate\n",
       "    $(&#x27;html, body&#x27;).animate({\n",
       "        scrollTop: $(hash).offset().top\n",
       "    }, 300, function () {\n",
       "\n",
       "        // when done, add hash to url\n",
       "        // (default click behaviour)\n",
       "        window.location.hash = hash;\n",
       "    });\n",
       "\n",
       "});        &lt;/script&gt;&lt;/body&gt;&lt;/html&gt;\" frameborder=\"0\" allowfullscreen></iframe>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "profile.to_notebook_iframe()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "I used pandas_profiler to help perform the EDA. It tells us all the useful information very quickly in a single line of code. For example, \n",
    "\n",
    "* the size of the dataframe\n",
    "* data types of variables\n",
    "* the distribution of numeric variables and count of categorical ones\n",
    "* cardinality information\n",
    "* missing/distinct data\n",
    "* basic summary statistics (mean/median/mode/skewness/kurtosis)\n",
    "\n",
    "For even more detailed profile, we can remove the `minimal=True` argument"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Preprocessing\n",
    "\n",
    "**OBJECTIVE**\n",
    "\n",
    "* Prepare the data for the modelling step. \n",
    "\n",
    "-----------\n",
    "\n",
    "* From our EDA steps, we have realized that we have 7 usable columns in our dataset. The target is the `sales` column. \n",
    "\n",
    "* We have also seen that we have two columns which are of type string/object. The rest are numeric. We can create lists showing all that information below. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "features = [\"product_identifier\", \"department_identifier\", \"category_of_product\", \"outlet\", \"state\", \"week_id\", \"sell_price\"]\n",
    "target = \"sales\"\n",
    "\n",
    "str_feats = [\"category_of_product\", \"state\"]\n",
    "num_feats = [\"product_identifier\", \"department_identifier\", \"outlet\", \"week_id\", \"sell_price\"]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Our preprocessing steps are relatively minimal. We'll treat our categorical features and numeric features separately. For our categorical features, we have to decided how to encode them: \n",
    "\n",
    "* One-hot\n",
    "* Label encode\n",
    "\n",
    "I decided to use label encoding. You should usually use label encoding when there's a natural order to our categorical features which is actually absent here. However, I decided to do that for two reasons - firstly, the algorithm I used primarily explicitly states to not use one-hot encoding. Secondly, the difference between both encodings is fairly minimal especially in decision trees based algorithms where the algorithm is learning rules instead of equations. \n",
    "\n",
    "------\n",
    "\n",
    "For our numeric features, I decided to use standard scaler to scale all those values to the standard range (0 mean, 1 standard deviation). "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from sklearn.preprocessing import LabelEncoder, StandardScaler\n",
    "\n",
    "train_df[str_feats] = train_df[str_feats].apply(LabelEncoder().fit_transform)\n",
    "train_df[num_feats] = StandardScaler().fit_transform(train_df[num_feats])\n",
    "\n",
    "test_df[str_feats] = test_df[str_feats].apply(LabelEncoder().fit_transform)\n",
    "test_df[num_feats] = StandardScaler().fit_transform(test_df[num_feats])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Modelling\n",
    "\n",
    "**OBJECTIVE**\n",
    "\n",
    "* Try various ideas on our dataset to get the best score according to our objective function"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This is the section where we will spend the most time on. The idea is to try as many things as possible without sacrificing on good bookkeeping. \n",
    "The various things to do are: \n",
    "\n",
    "* Build a good cross-validation system. This is important because we want a way to check if the changes we're making to our modelling assumptions are improving or deteriorating our scores. It becomes even more important as we only have 5 submission attempts so unlike Kaggle we can't just submit dozens of submission files.  \n",
    "\n",
    "* Build a decent logging system to keep track of our various modelling runs. We'll be trying a lot of models, lots of feature sets, lots of different parameters and even ensembling some of the models. It becomes very important for us to make sure we can keep track of all our experiements so as to later help us pick the best ones easily.\n",
    "\n",
    "* Experiment. Try different models, different permutations of feature sets, tune hyperparameters, different ensembles of our models.  "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Step 1. Cross-validation\n",
    "\n",
    "Instead of separating our dataset into train and test sets, I decided to use K-fold cross validation. I chose a k value of 5."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_folds(df, k=5):\n",
    "    df = df.sample(frac=1).reset_index(drop=True)\n",
    "    step = int(len(df)/k)\n",
    "    df[\"fold\"] = 0\n",
    "    j=0\n",
    "    for i in range(k):\n",
    "        df.loc[j:j+step, \"fold\"] = i\n",
    "        j+=step\n",
    "    return df\n",
    "train_df = get_folds(train_df) \n",
    "train_df.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Step 2. Set up a good logging system\n",
    "\n",
    "I decided to use the inbuilt python module `logging` to keep track of all our different modelling runs. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import logging\n",
    "import time\n",
    "\n",
    "logging.basicConfig(filename='model_results.log', level=logging.INFO)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now everytime we run our model, we can call `logging.info` to log the current time, model name, and model scores. Using time makes sure all our records stay unique"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Step 3. Running our models automatically\n",
    "\n",
    "I tried 4 different models -\n",
    "\n",
    "* xgboost\n",
    "* catboost\n",
    "* light GBM\n",
    "* random forest\n",
    "\n",
    "**The top 2 which perform best, we'll try to blend and see if that improves our rmse scores.**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import xgboost as xgb\n",
    "from catboost import CatBoostRegressor\n",
    "from sklearn.ensemble import RandomForestRegressor\n",
    "from sklearn.metrics import mean_squared_error\n",
    "from lightgbm import LGBMRegressor\n",
    "\n",
    "import logging\n",
    "import time\n",
    "import os\n",
    "import pickle\n",
    "\n",
    "if not os.path.exists(\"../models/\"):\n",
    "    os.mkdir(\"../models\")\n",
    "\n",
    "logging.basicConfig(filename='model_results.log', level=logging.INFO)\n",
    "\n",
    "xgb_model = xgb.XGBRegressor()\n",
    "cat_model = CatBoostRegressor()\n",
    "rf_model = RandomForestRegressor()\n",
    "lg_model = LGBMRegressor()\n",
    "models = [xgb_model, cat_model, rf_model, lg_model]\n",
    "rmses = []\n",
    "\n",
    "for model in models:\n",
    "    model_str = f\"{time.time()}_MODEL: {model.__str__()}\"\n",
    "    logging.info(model_str)\n",
    "    for k in range(5):\n",
    "        df1 = train_df[train_df[\"fold\"]!=k]\n",
    "        df2 = train_df[train_df[\"fold\"]==k]  \n",
    "\n",
    "        model.fit(df1[features].values, df1[target].values)\n",
    "\n",
    "        ##\n",
    "        preds = model.predict(df2[features].values)\n",
    "        rmse = np.sqrt(mean_squared_error(df2[target].values, preds))\n",
    "        print(\"RMSE: %f\" %rmse)\n",
    "        rmses.append(rmse)\n",
    "\n",
    "    logging.info(f\"RMSEs: {rmses}\")\n",
    "    logging.info(f\"Mean RMSE: {np.mean(rmses)}\")\n",
    "    logging.info(\"-------------------\\n\")\n",
    "    \n",
    "    with open(model_str + \".pkl\", \"wb\") as f:\n",
    "        pickle.dump(model, f)\n",
    "\n",
    "    #print(\"ModelMean RMSE: %f\"%(np.mean(rmses)))  display out the mean scores  "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Blending"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "From my experiments, I concluded that: \n",
    "\n",
    "* Xgboost did not do so well (it was probably overfitting because it predicted almost 95% 1s)\n",
    "* Random forest regressor did surprisingly well\n",
    "* Catboost and light GBM were the most performative. They both got an average RMSE score of less than 2.6. \n",
    "\n",
    "The next step is to blend catboost and lgbm. I used simple averaging - i.e, I just took a simple arithmetic mean on the predictions of both algorithms. I used the saved models and this is how I did it."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "rmses = []\n",
    "with open(\"../models/cat_model.pkl\", \"rb\") as f:\n",
    "    cat_tr = pickle.load(f)\n",
    "\n",
    "with open(\"../models/lgbm.pkl\", \"rb\") as f:\n",
    "    lgbm_tr = pickle.load(f)    \n",
    "    \n",
    "for k in range(5):\n",
    "    df1 = train_df[train_df[\"fold\"]!=k]\n",
    "    df2 = train_df[train_df[\"fold\"]==k]  \n",
    "    \n",
    "    ##\n",
    "    preds_cat = cat_tr.predict(df2[features].values)\n",
    "    preds_lgbm = lgbm_tr.predict(df2[features].values)\n",
    "    ens_preds = (preds_cat + preds_lgbm)/2\n",
    "    rmse = np.sqrt(mean_squared_error(df2[target].values, ens_preds))\n",
    "    print(\"RMSE: %f\" %rmse)\n",
    "    rmses.append(rmse)\n",
    "print(np.mean(rmses))  "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "I saw that the ensembled score of the catboost and lgbm models looked very promising. We can try submitting that (along with catboost and lgbm predictions separately)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Hyperparameter optimization\n",
    "\n",
    "The final step is to fine-tune our models. I had a choice between using RandomizedSearch and GridSearch. I still had time so I decided to use Grid Search. But unfortunately, I had miscalculated the time it would take and hence in the end I had enough time to only tune one of the models - catboost and not both (I was working on my personal laptop which doesn't have great hardware so Bayesian search was not really a viable option)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from sklearn.model_selection import GridSearchCV, RandomizedSearchCV\n",
    "\n",
    "parameters = {'depth' : [8, 10, 15],\n",
    "              'learning_rate' : [0.01, 0.05, 0.1, 0.15],\n",
    "              'iterations'    : [30, 50, 100, 120], \n",
    "              'loss_function': [\"RMSE\"]\n",
    "             }\n",
    "\n",
    "grid = GridSearchCV(estimator=cat_model, param_grid = parameters, cv = 2, n_jobs=-1)\n",
    "grid.fit(train_df[features], train_df[target])\n",
    "    \n",
    "print(\" Results from Grid Search \" )\n",
    "print(\"\\n The best estimator across ALL searched params:\\n\", grid.best_estimator_)\n",
    "print(\"\\n The best score across ALL searched params:\\n\", grid.best_score_)\n",
    "print(\"\\n The best parameters across ALL searched params:\\n\", grid.best_params_) "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Submission\n",
    "\n",
    "Let's use our models to get our submission file. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "ens_preds = np.round((cat_model_tr.predict(test_df[features]) + lgbm_tr.predict(test_df[features]))/2)\n",
    "sub_df['sales'] = ens_preds\n",
    "sub_df.to_csv(\"../out/ens_lgb_cat.csv\", index=False)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.3"
  },
  "toc-showtags": false
 },
 "nbformat": 4,
 "nbformat_minor": 4
}