{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Faster First EDA with pandas-profiling"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# importing required packages\n",
    "import pandas as pd\n",
    "import pandas_profiling\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# importing the data\n",
    "df = pd.read_csv('/Users/lukas/Downloads/titanic/train.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>PassengerId</th>\n",
       "      <th>Survived</th>\n",
       "      <th>Pclass</th>\n",
       "      <th>Name</th>\n",
       "      <th>Sex</th>\n",
       "      <th>Age</th>\n",
       "      <th>SibSp</th>\n",
       "      <th>Parch</th>\n",
       "      <th>Ticket</th>\n",
       "      <th>Fare</th>\n",
       "      <th>Cabin</th>\n",
       "      <th>Embarked</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>Braund, Mr. Owen Harris</td>\n",
       "      <td>male</td>\n",
       "      <td>22.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>A/5 21171</td>\n",
       "      <td>7.2500</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Cumings, Mrs. John Bradley (Florence Briggs Th...</td>\n",
       "      <td>female</td>\n",
       "      <td>38.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>PC 17599</td>\n",
       "      <td>71.2833</td>\n",
       "      <td>C85</td>\n",
       "      <td>C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>Heikkinen, Miss. Laina</td>\n",
       "      <td>female</td>\n",
       "      <td>26.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>STON/O2. 3101282</td>\n",
       "      <td>7.9250</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Futrelle, Mrs. Jacques Heath (Lily May Peel)</td>\n",
       "      <td>female</td>\n",
       "      <td>35.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>113803</td>\n",
       "      <td>53.1000</td>\n",
       "      <td>C123</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>Allen, Mr. William Henry</td>\n",
       "      <td>male</td>\n",
       "      <td>35.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>373450</td>\n",
       "      <td>8.0500</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   PassengerId  Survived  Pclass  \\\n",
       "0            1         0       3   \n",
       "1            2         1       1   \n",
       "2            3         1       3   \n",
       "3            4         1       1   \n",
       "4            5         0       3   \n",
       "\n",
       "                                                Name     Sex   Age  SibSp  \\\n",
       "0                            Braund, Mr. Owen Harris    male  22.0      1   \n",
       "1  Cumings, Mrs. John Bradley (Florence Briggs Th...  female  38.0      1   \n",
       "2                             Heikkinen, Miss. Laina  female  26.0      0   \n",
       "3       Futrelle, Mrs. Jacques Heath (Lily May Peel)  female  35.0      1   \n",
       "4                           Allen, Mr. William Henry    male  35.0      0   \n",
       "\n",
       "   Parch            Ticket     Fare Cabin Embarked  \n",
       "0      0         A/5 21171   7.2500   NaN        S  \n",
       "1      0          PC 17599  71.2833   C85        C  \n",
       "2      0  STON/O2. 3101282   7.9250   NaN        S  \n",
       "3      0            113803  53.1000  C123        S  \n",
       "4      0            373450   8.0500   NaN        S  "
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# checking the head\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>PassengerId</th>\n",
       "      <th>Survived</th>\n",
       "      <th>Pclass</th>\n",
       "      <th>Age</th>\n",
       "      <th>SibSp</th>\n",
       "      <th>Parch</th>\n",
       "      <th>Fare</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>891.000000</td>\n",
       "      <td>891.000000</td>\n",
       "      <td>891.000000</td>\n",
       "      <td>714.000000</td>\n",
       "      <td>891.000000</td>\n",
       "      <td>891.000000</td>\n",
       "      <td>891.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>446.000000</td>\n",
       "      <td>0.383838</td>\n",
       "      <td>2.308642</td>\n",
       "      <td>29.699118</td>\n",
       "      <td>0.523008</td>\n",
       "      <td>0.381594</td>\n",
       "      <td>32.204208</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>257.353842</td>\n",
       "      <td>0.486592</td>\n",
       "      <td>0.836071</td>\n",
       "      <td>14.526497</td>\n",
       "      <td>1.102743</td>\n",
       "      <td>0.806057</td>\n",
       "      <td>49.693429</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.420000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>223.500000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2.000000</td>\n",
       "      <td>20.125000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>7.910400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>446.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>3.000000</td>\n",
       "      <td>28.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>14.454200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>668.500000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>3.000000</td>\n",
       "      <td>38.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>31.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>891.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>3.000000</td>\n",
       "      <td>80.000000</td>\n",
       "      <td>8.000000</td>\n",
       "      <td>6.000000</td>\n",
       "      <td>512.329200</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       PassengerId    Survived      Pclass         Age       SibSp  \\\n",
       "count   891.000000  891.000000  891.000000  714.000000  891.000000   \n",
       "mean    446.000000    0.383838    2.308642   29.699118    0.523008   \n",
       "std     257.353842    0.486592    0.836071   14.526497    1.102743   \n",
       "min       1.000000    0.000000    1.000000    0.420000    0.000000   \n",
       "25%     223.500000    0.000000    2.000000   20.125000    0.000000   \n",
       "50%     446.000000    0.000000    3.000000   28.000000    0.000000   \n",
       "75%     668.500000    1.000000    3.000000   38.000000    1.000000   \n",
       "max     891.000000    1.000000    3.000000   80.000000    8.000000   \n",
       "\n",
       "            Parch        Fare  \n",
       "count  891.000000  891.000000  \n",
       "mean     0.381594   32.204208  \n",
       "std      0.806057   49.693429  \n",
       "min      0.000000    0.000000  \n",
       "25%      0.000000    7.910400  \n",
       "50%      0.000000   14.454200  \n",
       "75%      0.000000   31.000000  \n",
       "max      6.000000  512.329200  "
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# descriptive statistics\n",
    "df.describe()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Create an inline report**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
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       "\n",
       "<div class=\"container pandas-profiling\">\n",
       "    <div class=\"row headerrow highlight\">\n",
       "        <h1>Overview</h1>\n",
       "    </div>\n",
       "    <div class=\"row variablerow\">\n",
       "    <div class=\"col-md-6 namecol\">\n",
       "        <p class=\"h4\">Dataset info</p>\n",
       "        <table class=\"stats\" style=\"margin-left: 1em;\">\n",
       "            <tbody>\n",
       "            <tr>\n",
       "                <th>Number of variables</th>\n",
       "                <td>12 </td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                <th>Number of observations</th>\n",
       "                <td>891 </td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                <th>Total Missing (%)</th>\n",
       "                <td>8.1% </td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                <th>Total size in memory</th>\n",
       "                <td>83.6 KiB </td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                <th>Average record size in memory</th>\n",
       "                <td>96.1 B </td>\n",
       "            </tr>\n",
       "            </tbody>\n",
       "        </table>\n",
       "    </div>\n",
       "    <div class=\"col-md-6 namecol\">\n",
       "        <p class=\"h4\">Variables types</p>\n",
       "        <table class=\"stats\" style=\"margin-left: 1em;\">\n",
       "            <tbody>\n",
       "            <tr>\n",
       "                <th>Numeric</th>\n",
       "                <td>6 </td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                <th>Categorical</th>\n",
       "                <td>4 </td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                <th>Boolean</th>\n",
       "                <td>1 </td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                <th>Date</th>\n",
       "                <td>0 </td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                <th>Text (Unique)</th>\n",
       "                <td>1 </td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                <th>Rejected</th>\n",
       "                <td>0 </td>\n",
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       "                <td>0 </td>\n",
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       "    <div class=\"col-md-12\" style=\"padding-left: 1em;\">\n",
       "        \n",
       "        <p class=\"h4\">Warnings</p>\n",
       "        <ul class=\"list-unstyled\"><li><a href=\"#pp_var_Age\"><code>Age</code></a> has 177 / 19.9% missing values <span class=\"label label-default\">Missing</span></li><li><a href=\"#pp_var_Cabin\"><code>Cabin</code></a> has 687 / 77.1% missing values <span class=\"label label-default\">Missing</span></li><li><a href=\"#pp_var_Cabin\"><code>Cabin</code></a> has a high cardinality: 148 distinct values  <span class=\"label label-warning\">Warning</span></li><li><a href=\"#pp_var_Fare\"><code>Fare</code></a> has 15 / 1.7% zeros <span class=\"label label-info\">Zeros</span></li><li><a href=\"#pp_var_Parch\"><code>Parch</code></a> has 678 / 76.1% zeros <span class=\"label label-info\">Zeros</span></li><li><a href=\"#pp_var_SibSp\"><code>SibSp</code></a> has 608 / 68.2% zeros <span class=\"label label-info\">Zeros</span></li><li><a href=\"#pp_var_Ticket\"><code>Ticket</code></a> has a high cardinality: 681 distinct values  <span class=\"label label-warning\">Warning</span></li> </ul>\n",
       "    </div>\n",
       "</div>\n",
       "    <div class=\"row headerrow highlight\">\n",
       "        <h1>Variables</h1>\n",
       "    </div>\n",
       "    <div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_Age\">Age<br/>\n",
       "            <small>Numeric</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-6\">\n",
       "    <div class=\"row\">\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "                <tr>\n",
       "                    <th>Distinct count</th>\n",
       "                    <td>89</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Unique (%)</th>\n",
       "                    <td>10.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"alert\">\n",
       "                    <th>Missing (%)</th>\n",
       "                    <td>19.9%</td>\n",
       "                </tr>\n",
       "                <tr class=\"alert\">\n",
       "                    <th>Missing (n)</th>\n",
       "                    <td>177</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (n)</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "\n",
       "        </div>\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "\n",
       "                <tr>\n",
       "                    <th>Mean</th>\n",
       "                    <td>29.699</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Minimum</th>\n",
       "                    <td>0.42</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Maximum</th>\n",
       "                    <td>80</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Zeros (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "<div class=\"col-md-3 collapse in\" id=\"minihistogram2903155618436304987\">\n",
       "    <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAMgAAABLCAYAAAA1fMjoAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAATBJREFUeJzt3cGJwlAYRtFxsCSLsCfX09MUYU%2BxAbkkQsivnrMXsrl8vvDE07Isyw/w1O/RDwCTnY9%2BgKNcbv%2BbP3P/u%2B7wJExmQSB87YK8YuvqWJz3Z0EgCASCQCAIBIJAIAgEgkAgCASCQCAIBIJAIAgEgkAguM27I785eX8WBIJAIAgEgkAgCASCQCAIBIJAIAgEgkAgCASCu1jDuL81iwWBIBAIAoEgEAjjDukOqUxiQSCcpv2J5ysLwjYWdz0LAkEgEAQCQSAQxr3mZX9epa9nQSAIBIJAIDiDsMq3nlssCAQLwm4%2BYXXG3cWCSXzFgiAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgfAA2GcnmG8/XLAAAAAASUVORK5CYII%3D\">\n",
       "\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#descriptives2903155618436304987,#minihistogram2903155618436304987\"\n",
       "       aria-expanded=\"false\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"row collapse col-md-12\" id=\"descriptives2903155618436304987\">\n",
       "    <ul class=\"nav nav-tabs\" role=\"tablist\">\n",
       "        <li role=\"presentation\" class=\"active\"><a href=\"#quantiles2903155618436304987\"\n",
       "                                                  aria-controls=\"quantiles2903155618436304987\" role=\"tab\"\n",
       "                                                  data-toggle=\"tab\">Statistics</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#histogram2903155618436304987\" aria-controls=\"histogram2903155618436304987\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Histogram</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#common2903155618436304987\" aria-controls=\"common2903155618436304987\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Common Values</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#extreme2903155618436304987\" aria-controls=\"extreme2903155618436304987\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Extreme Values</a></li>\n",
       "\n",
       "    </ul>\n",
       "\n",
       "    <div class=\"tab-content\">\n",
       "        <div role=\"tabpanel\" class=\"tab-pane active row\" id=\"quantiles2903155618436304987\">\n",
       "            <div class=\"col-md-4 col-md-offset-1\">\n",
       "                <p class=\"h4\">Quantile statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Minimum</th>\n",
       "                        <td>0.42</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>5-th percentile</th>\n",
       "                        <td>4</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q1</th>\n",
       "                        <td>20.125</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Median</th>\n",
       "                        <td>28</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q3</th>\n",
       "                        <td>38</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>95-th percentile</th>\n",
       "                        <td>56</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Maximum</th>\n",
       "                        <td>80</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Range</th>\n",
       "                        <td>79.58</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Interquartile range</th>\n",
       "                        <td>17.875</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "            <div class=\"col-md-4 col-md-offset-2\">\n",
       "                <p class=\"h4\">Descriptive statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Standard deviation</th>\n",
       "                        <td>14.526</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Coef of variation</th>\n",
       "                        <td>0.48912</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Kurtosis</th>\n",
       "                        <td>0.17827</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Mean</th>\n",
       "                        <td>29.699</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>MAD</th>\n",
       "                        <td>11.323</td>\n",
       "                    </tr>\n",
       "                    <tr class=\"\">\n",
       "                        <th>Skewness</th>\n",
       "                        <td>0.38911</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Sum</th>\n",
       "                        <td>21205</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Variance</th>\n",
       "                        <td>211.02</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Memory size</th>\n",
       "                        <td>7.0 KiB</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-8 col-md-offset-2\" id=\"histogram2903155618436304987\">\n",
       "            <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAlgAAAGQCAYAAAByNR6YAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAIABJREFUeJzt3XtUVPX%2B//HXwASChKKCx7ClaXnJDAFTO15Sjh21LG%2B5%2BGZqVmYmyq8j5bXsRl/OV7PUMM1LVlpGllqa1crz7aLl7WhqZhrgJT0mDIV5QxDZvz86zreROqJ9cGZvno%2B1ZuF8Ztjzfjl78OWeCy7LsiwBAADAmCB/DwAAAOA0FCwAAADDKFgAAACGUbAAAAAMo2ABAAAYRsECAAAwjIIFAABgGAULAADAMAoWAACAYRQsAAAAwyhYAAAAhlGwAAAADKNgAQAAGEbBAgAAMIyCBQAAYBgFCwAAwDAKFgAAgGEULAAAAMMoWAAAAIZRsAAAAAyjYAEAABhGwQIAADCMggUAAGAYBQsAAMAwChYAAIBhFCwAAADDKFgAAACGUbAAAAAMo2ABAAAYRsECAAAwjIIFAABgGAULAADAMAoWAACAYRQsAAAAwyhYAAAAhlGwAAAADKNgAQAAGEbBAgAAMIyCBQAAYJjb3wNUFR7PMWPbCgpyqVat6vrppxMqK7OMbdffnJpLIptdkc2enJrNqbmkys0WHX250e1VFEewbCgoyCWXy6WgIJe/RzHKqbkkstkV2ezJqdmcmktyZjYKFgAAgGEULAAAAMMoWAAAAIZRsAAAAAyjYAEAABhGwQIAADCMggUAAGAYBQsAAMAwChYAAIBhFCwAAADDKFgAAACGOf6XPZeUlKhv37567LHH1LZtW40bN07Lli0rd722bdvqtddekyS1bt1ax475/nLmLVu2qHr16pdkZgAAYG%2BOLljFxcVKS0tTdna2d23ixIlKS0vznv/Xv/6lQYMGafDgwZKkvLw8HTt2TKtXr1a1atW81wsPD790gwMAAFtzbMHKyclRWlqaLMvyWb/88st1%2BeWXe8%2BPGzdO3bt3V9euXSVJubm5io6O1pVXXnlJ50Xg6THtC3%2BPcEE%2BeKi9v0cAAPybY1%2BDtXHjRrVt21ZZWVm/e51169Zp06ZNGj16tHctJydHV1111aUYEQAAOJRjj2ANGDDgvNeZM2eO%2BvTpo3r16nnXcnNzVVRUpEGDBmnv3r1q3ry5JkyYQOkCAAAV5tiCdT4HDhzQ%2BvXrNXHiRJ/1PXv26Oeff9bo0aMVERGhuXPnasiQIXr//fcVERFRoW3n5%2BfL4/H4rLnd4YqJiTEye3BwkM9Xp3BqrkvF7fbP35uT7zey2ZNTszk1l%2BTMbFW2YH300Udq3ry5rr76ap/1%2BfPn6/Tp0953DD777LO66aab9Mknn%2Bi2226r0LazsrKUmZnps5aSkqLU1FQzw/9bZGSY0e0FCqfmqmxRUf59l6uT7zey2ZNTszk1l%2BSsbFW2YK1Zs0Z/%2Bctfyq2HhIQoJCTEez40NFT169dXXl5ehbednJyspKQknzW3O1yFhScufuBfCQ4OUmRkmI4eLdKZM2VGthkInJrrUjG1f10oJ99vZLMnp2Zzai6pcrP56z%2BfVbJgWZalr7/%2BWsOHDy%2B3fvPNN2vEiBHq27evJOnkyZPav3%2B/GjVqVOHtx8TElHs60OM5ptJSszvNmTNlxrcZCJyaq7L5%2B%2B/Myfcb2ezJqdmcmktyVrYqWbD%2B9a9/6cSJE%2BWeHnS5XOrcubNeeOEFxcbGqlatWpo%2Bfbr%2B9Kc/6aabbvLTtAAAwG6qZMH68ccfJUk1atQod9kjjzwit9uttLQ0HT9%2BXO3atdOcOXMUHBx8qccEAAA2VSUK1u7du33Ox8XFlVs7KzQ0VOPGjdO4ceMuxWgAAMCBnPN%2BSAAAgABBwQIAADCMggUAAGAYBQsAAMCwKvEid6Aq6DHtC3%2BPUGEfPNTe3yMAQKXiCBYAAIBhFCwAAADDKFgAAACGUbAAAAAMo2ABAAAYRsECAAAwjIIFAABgGAULAADAMAoWAACAYRQsAAAAwyhYAAAAhlGwAAAADKNgAQAAGEbBAgAAMIyCBQAAYBgFCwAAwDAKFgAAgGEULAAAAMMoWAAAAIZRsAAAAAyjYAEAABhGwQIAADCMggUAAGAYBQsAAMAwChYAAIBhFCwAAADDHF%2BwSkpK1LNnT23YsMG7lp6erqZNm/qcFi1a5L185cqV6tq1q%2BLi4pSSkqKffvrJH6MDAACbcnTBKi4u1ujRo5Wdne2znpubq7S0NK1du9Z76tevnyRp%2B/btmjhxokaOHKmsrCwdPXpU48eP98f4AADAptz%2BHqCy5OTkKC0tTZZllbssNzdX9913n6Kjo8tdtmjRIvXo0UO9e/eWJE2ePFldunTRgQMHdOWVV1b63AAAwP4cewRr48aNatu2rbKysnzWjx8/rry8PDVs2PA3v2/btm1q3bq193y9evV0xRVXaNu2bZU5LgAAcBDHHsEaMGDAb67n5ubK5XJp9uzZ%2Bvzzz1WzZk3dc8896tOnjyQpPz9fMTExPt9Tu3ZtHT58uNJnBgAAzuDYgvV79uzZI5fLpUaNGmngwIHatGmTHnvsMUVEROjmm2/WqVOnFBIS4vM9ISEhKikpqfBt5Ofny%2BPx%2BKy53eHlitvFCg4O8vnqFE7NhfLcbnvcx07eJ8lmP07NJTkzW5UrWL1791aXLl1Us2ZNSVKzZs20b98%2BLV68WDfffLNCQ0PLlamSkhKFhYVV%2BDaysrKUmZnps5aSkqLU1NQ/HuBXIiMrPpOdODUX/k9UVHV/j3BBnLxPks1%2BnJpLcla2KlewXC6Xt1yd1ahRI61fv16SVLduXRUUFPhcXlBQ8JsviP89ycnJSkpK8llzu8NVWHjiIqf2FRwcpMjIMB09WqQzZ8qMbDMQODUXyjP1WKhsTt4nyWY/Ts0lVW42f/2HrsoVrOnTp%2Burr77SK6%2B84l3btWuXGjVqJEmKi4vT5s2b1bdvX0nSDz/8oB9%2B%2BEFxcXEVvo2YmJhyTwd6PMdUWmp2pzlzpsz4NgOBU3Ph/9jt/nXyPkk2%2B3FqLslZ2ZzzZGcFdenSRZs2bdL8%2BfP1/fff64033tDy5ct17733SpLuvPNOvfvuu1qyZIl27dqlMWPGqHPnznxEAwAAqLAqdwTr%2Buuv1/Tp0zVjxgxNnz5dsbGxmjp1quLj4yVJ8fHxeuqppzRjxgz9/PPPat%2B%2BvZ5%2B%2Bmk/Tw0AAOykShSs3bt3%2B5zv2rWrunbt%2BrvX79u3r/cpQgAAgAtV5Z4iBAAAqGwULAAAAMMoWAAAAIZRsAAAAAyjYAEAABhGwQIAADCMggUAAGAYBQsAAMAwChYAAIBhFCwAAADDKFgAAACGUbAAAAAMo2ABAAAYRsECAAAwjIIFAABgGAULAADAMAoWAACAYRQsAAAAwyhYAAAAhlGwAAAADKNgAQAAGEbBAgAAMIyCBQAAYBgFCwAAwDAKFgAAgGEULAAAAMMoWAAAAIZRsAAAAAyjYAEAABhGwQIAADCMggUAAGCY4wtWSUmJevbsqQ0bNnjXtm7dqv/6r/9SfHy8unXrpiVLlvh8z%2B23366mTZv6nL777rtLPToAALApt78HqEzFxcVKS0tTdna2d83j8ej%2B%2B%2B/XnXfeqb///e/65ptvNH78eEVHR6tz5846c%2BaM9u3bp0WLFqlhw4be74uKivJDAgAAYEeOLVg5OTlKS0uTZVk%2B66tXr1adOnU0evRoSVLDhg21YcMGrVixQp07d9bBgwd1%2BvRpXX/99QoNDfXH6AAAwOYcW7A2btyotm3b6m9/%2B5tatWrlXe/YsaOaN29e7vrHjx%2BX9Esxq1evHuUKAABcNMcWrAEDBvzmev369VW/fn3v%2BR9//FHvv/%2B%2BRo0aJUnKzc3VZZddpgceeEA7duzQVVddpTFjxuj666%2B/JHMDAAD7c2zBqohTp05p1KhRqlOnjpKTkyVJe/fu1c8//6z%2B/fsrNTVVb731lu6%2B%2B26tWrVK9erVq9B28/Pz5fF4fNbc7nDFxMQYmTs4OMjnq1M4NRfKc7vtcR87eZ8km/04NZfkzGxVtmCdOHFCI0aM0L59%2B/TGG28oLCxMkvT000/r1KlTioiIkCQ98cQT2rJli959910NHz68QtvOyspSZmamz1pKSopSU1ONZoiMDDO6vUDh1Fz4P1FR1f09wgVx8j5JNvtxai7JWdmqZME6fvy4hg4dqu%2B//16vvvqqz7sF3W63t1xJksvlUqNGjZSXl1fh7ScnJyspKclnze0OV2HhiT88u/RLw4%2BMDNPRo0U6c6bMyDYDgVNzoTxTj4XK5uR9kmz249RcUuVm89d/6KpcwSorK9PIkSN18OBBLVy4UI0bN/a5fNCgQWrbtq1Gjhzpvf7u3bt11113Vfg2YmJiyj0d6PEcU2mp2Z3mzJky49sMBE7Nhf9jt/vXyfsk2ezHqbkkZ2WrcgXr7bff1oYNGzRr1ixFRkZ6Xyt12WWXqWbNmkpKStLMmTPVvHlzXXXVVXrttdd07Ngx9enTx8%2BTAwAAu6hyBeujjz5SWVmZHnjgAZ/1Nm3aaOHChRoyZIiKi4uVnp6ugoICxcXFacGCBT5PGwIAAPwnVaJg7d692/vn%2BfPn/8frulwuDR8%2BvMIvaAcAADiXc94PCQAAECAoWAAAAIZRsAAAAAyjYAEAABhGwQIAADCMggUAAGBYlfiYBgCBpce0L/w9wgX5%2BOGO/h4BgM1wBAsAAMAwChYAAIBhFCwAAADDKFgAAACGUbAAAAAMo2ABAAAYRsECAAAwjIIFAABgGAULAADAsIArWP3799ebb76pY8eO%2BXsUAACAixJwBatdu3aaPXu2OnTooNGjR2vt2rWyLMvfYwEAAFRYwBWstLQ0ffLJJ3rxxRcVHBysUaNGqXPnznr%2B%2Bee1d%2B9ef48HAABwXgH5y55dLpfat2%2Bv9u3bq6ioSAsXLtSLL76oOXPmKCEhQXfffbf%2B%2Bte/%2BntMAACA3xSQBUuS8vPz9d577%2Bm9997Td999p4SEBPXp00eHDx/Wo48%2Bqk2bNmnixIn%2BHhMAAKCcgCtY7777rt59911t2LBBtWrVUu/evTVjxgw1bNjQe5169erpmWeeoWABAICAFHAFa%2BLEierSpYtmzpypTp06KSio/MvEGjVqpIEDB/phOgAAgPMLuIL1%2BeefKyoqSkeOHPGWq%2B3bt6tFixYKDg6WJCUkJCghIcGfYwIAAPyugHsX4fHjx9W9e3fNnTvXuzZs2DD16tVLP/zwgx8nAwAAqJiAK1j//d//rQYNGuiee%2B7xrq1atUr16tVTRkaGHycDAAComIArWP/85z81btw4RUdHe9dq1aqlMWPGaP369X6cDAAAoGICrmC53W4dPXq03HpRURGf6A4AAGwh4ApWp06dlJ6eru%2B//967duDAAWVkZKhjx45%2BnAwAAKBiAu5dhGPHjtU999yjbt26KTIyUpJ09OhRtWjRQuPHj/fzdAAAAOcXcAWrdu3aWrZsmb788ktlZ2fL7Xbr6quv1o033iiXy%2BXv8QAAAM4r4J4ilKTg4GB17NhR9957rwYPHqw///nPF12uSkpK1LNnT23YsMG7duDAAQ0ZMkStWrXSLbfcorVr1/p8z5dffqmePXsqLi5OgwcP1oEDB/5QHgAAULUE3BEsj8ejadOmacuWLTp9%2BnS5F7b/4x//qPC2iouLlZaWpuzsbO%2BaZVlKSUlRkyZN9M4772j16tUaOXKkVq1apSuuuEKHDh1SSkqKRo0apY4dO2rmzJkaMWKE3nvvPY6gAQCACgm4gvXYY49px44duvXWW3X55Zdf9HZycnKUlpZWrqCtX79eBw4c0Jtvvqnw8HA1btxY69at0zvvvKNRo0ZpyZIluu6663TvvfdKkjIyMtS%2BfXtt3LhRbdu2/UPZAABA1RBwBWv9%2BvWaN2%2BeWrdu/Ye2c7YQ/e1vf1OrVq2869u2bdO1116r8PBw71piYqK2bt3qvfzXtx0WFqYWLVpo69atFCwAAFAhAVewwsPDVbt27T%2B8nQEDBvzmusfjUUxMjM9a7dq1dfjw4QpdDgAAcD4BV7B69eqlefPm6amnnvL%2BcmeTioqKFBIS4rMWEhKikpKSCl1eEfn5%2BfJ4PD5rbnd4ueJ2sYKDg3y%2BOoVTc8H%2BnLhPOvnx5tRsTs0lOTNbwBWsI0eOaOXKlfr000915ZVXlis7r7322h/afmhoqI4cOeKzVlJSomrVqnkvP7dMlZSUeD%2BTqyKysrKUmZnps5aSkqLU1NSLnPq3RUaGGd1eoHBqLtiXk/dJstmPU3NJzsoWcAVLknr27Flp265bt65ycnJ81goKCrxHl%2BrWrauCgoJylzdv3rzCt5GcnKykpCSfNbc7XIWFJy5yal/BwUGKjAzT0aNFOnOmzMg2A4FTc8H%2BnLhPOvnx5tRsTs0lVW62qKjqRrdXUQFXsDIyMip1%2B3FxcZozZ45OnTrlPWq1efNmJSYmei/fvHmz9/pFRUXauXOnRo4cWeHbiImJKfd0oMdzTKWlZneaM2fKjG8zEDg1F%2BzLyfsk2ezHqbkkZ2ULyCc78/PzlZmZqbS0NP3444/68MMPtWfPHiPbbtOmjerVq6fx48crOztbc%2BbM0fbt23XHHXdIkvr166ctW7Zozpw5ys7O1vjx41W/fn3eQQgAACos4ArW/v37ddttt2nZsmX66KOPdPLkSa1atUr9%2BvXTtm3b/vD2g4OD9eKLL8rj8ahv37567733NHPmTF1xxRWSpPr16%2BuFF17QO%2B%2B8ozvuuENHjhzRzJkz%2BZBRAABQYS7r3E/i9LMHH3xQtWrVUnp6uhISEvTee%2B%2BpXr16Gjt2rPLz87Vw4UJ/j3hRPJ5jxrbldgcpKqq6CgtPOOZQqhR4uXpM%2B8LfIyBAfPxwx4DYJ00KtMebSU7N5tRcUuVmi46%2B%2BA8t/yMC7gjWli1bdM899/gcMXK73RoxYoR27tzpx8kAAAAqJuAKVllZmcrKyrfXEydOVMrnYgEAAJgWcAWrQ4cOeumll3xK1pEjRzRlyhS1a9fOj5MBAABUTMAVrHHjxmnHjh3q0KGDiouL9eCDD6pLly46ePCgxo4d6%2B/xAAAAzivgPgerbt26Wr58uVauXKlvv/1WZWVluvPOO9WrVy9FRET4ezwAAIDzCriCJUlhYWHq37%2B/v8cAAAC4KAFXsAYPHvwfL/%2Bjv4sQAACgsgVcwYqNjfU5X1paqv379%2Bu7777T3Xff7aepAAAAKi7gCtbv/S7CmTNn6vDhw5d4GgAAgAsXcO8i/D29evXSBx984O8xAAAAzss2Beurr77ig0YBAIAtBNxThL/1Ivfjx49r9%2B7dGjBggB8mAgAAuDABV7CuuOIKn99DKEmXXXaZBg4cqNtvv91PUwEAAFRcwBWsv//97/4eAQAA4A8JuIK1adOmCl/3hhtuqMRJAAAALk7AFaxBgwZ5nyK0LMu7fu6ay%2BXSt99%2Be%2BkHBAAAOI%2BAK1izZ89Wenq6HnnkEbVp00YhISH6%2Buuv9dRTT6lPnz665ZZb/D0iAADAfxRwH9OQkZGhSZMmqVu3boqKilL16tXVrl07PfXUU1q8eLFiY2O9JwAAgEAUcAUrPz//N8tTRESECgsL/TARAADAhQm4gtWqVSs999xzOn78uHftyJEjmjJlim688UY/TgYAAFAxAfcarEcffVSDBw9Wp06d1LBhQ1mWpX379ik6Olqvvfaav8cDAAA4r4ArWI0bN9aqVau0cuVK5ebmSpLuuusu3XrrrQoLC/PzdAAAAOcXcAVLkmrUqKH%2B/fvr4MGDuvLKKyX98mnuAAAAdhBwr8GyLEvPPvusbrjhBvXs2VOHDx/W2LFjNXHiRJ0%2Bfdrf4wEAAJxXwBWshQsX6t1339Xjjz%2BukJAQSVLXrl21evVqZWZm%2Bnk6AACA8wu4gpWVlaVJkyapb9%2B%2B3k9vv%2BWWW5Senq4VK1b4eToAAIDzC7iCdfDgQTVv3rzcerNmzeTxePwwEQAAwIUJuIIVGxurr7/%2Butz6559/7n3BOwAAQCALuHcR3nfffXryySfl8XhkWZbWrVunrKwsLVy4UOPGjfP3eAAAAOcVcAWrX79%2BKi0t1axZs3Tq1ClNmjRJtWrV0kMPPaQ777zT3%2BMBAACcV8AVrJUrV6p79%2B5KTk7WTz/9JMuyVLt2bX%2BPBQAAUGEB9xqsp556yvti9lq1alVKuVq6dKmaNm1a7tSsWTNJ0oMPPljusk8%2B%2BcT4HAAAwJkC7ghWw4YN9d133%2Bnqq6%2ButNu45ZZb1LFjR%2B/50tJS3X333ercubMkKTc3t9wvl65Ro0alzQMAAJwl4ApWs2bN9PDDD2vevHlq2LChQkNDfS7PyMj4w7dRrVo1VatWzXv%2BpZdekmVZevjhh1VSUqKDBw%2BqZcuWio6O/sO3BQAAqp6AK1h79%2B5VYmKiJF2Sz706cuSI5s6dq/T0dIWEhGjXrl1yuVx8JAQAALhoAVGwJk%2BerJEjRyo8PFwLFy68pLe9ePFixcTEqHv37pKkPXv2KCIiQmPGjNHGjRv1pz/9SaNGjdJNN910SecCAAD2FRAFa8GCBbrvvvsUHh7uXRs2bJjS09MVExNTabdrWZaWLFmioUOHetf27NmjU6dOqUOHDho2bJg%2B/vhjPfjgg8rKylLLli0rtN38/PxyR9/c7nBjWYKDg3y%2BOoVTc8H%2BnLhPOvnx5tRsTs0lOTNbQBQsy7LKrW3atEnFxcWVertff/218vLydOutt3rXRowYoUGDBnlf1N6sWTN98803euuttypcsLKyssr9YuqUlBSlpqaaG15SZGSY0e0FCqfmgn05eZ8km/04NZfkrGwBUbD8Zc2aNWrdurXPOwSDgoLKvWOwUaNGysnJqfB2k5OTlZSU5LPmdoersPDEHxv434KDgxQZGaajR4t05kyZkW0GAqfmgv05cZ908uPNqdmcmkuq3GxRUdWNbq%2BiqnTB2r59uxISEnzWxo0bJ5fL5fNuxV27dqlJkyYV3m5MTEy5pwM9nmMqLTW705w5U2Z8m4HAqblgX07eJ8lmP07NJTkrW8A82elyuS75bWZnZ5f7vK2kpCStWLFCy5cv1/79%2B5WZmanNmzdr4MCBl3w%2BAABgTwFzBCs9Pd3nM69Onz6tKVOmqHp130N7Jj4H66yCggJFRkb6rP31r3/V448/rlmzZunQoUO65pprNG/ePNWvX9/Y7QIAAGcLiIJ1ww03lHvXXXx8vAoLC1VYWFhpt7t9%2B/bfXO/fv7/69%2B9fabcLAACcLSAK1qX%2B7CsAAIDKFDCvwQIAAHCKgDiCBQCB7OZn1/h7hAvywUPt/T0CUOVxBAsAAMAwChYAAIBhFCwAAADDKFgAAACGUbAAAAAMo2ABAAAYRsECAAAwjIIFAABgGAULAADAMAoWAACAYRQsAAAAwyhYAAAAhlGwAAAADKNgAQAAGEbBAgAAMIyCBQAAYBgFCwAAwDAKFgAAgGEULAAAAMMoWAAAAIZRsAAAAAyjYAEAABhGwQIAADCMggUAAGAYBQsAAMAwChYAAIBhFCwAAADD3P4eAH9Mj2lf%2BHuECvvgofb%2BHgEAgEuiyh7B%2Bvjjj9W0aVOfU2pqqiRp586d6t%2B/v%2BLi4tSvXz/t2LHDz9MCAAA7qbIFKycnR126dNHatWu9p/T0dJ08eVLDhg1T69attXTpUsXHx%2BuBBx7QyZMn/T0yAACwiSpbsHJzc9WkSRNFR0d7T5GRkVq1apVCQ0M1ZswYNW7cWBMnTlT16tX14Ycf%2BntkAABgE1W6YDVs2LDc%2BrZt25SYmCiXyyVJcrlcSkhI0NatWy/xhAAAwK6qZMGyLEt79%2B7V2rVr1a1bN3Xt2lXPPvusSkpK5PF4FBMT43P92rVr6/Dhw36aFgAA2E2VfBfhoUOHVFRUpJCQEE2bNk0HDx5Uenq6Tp065V3/tZCQEJWUlFR4%2B/n5%2BfJ4PD5rbnd4ueJ2sYKDg3y%2B2oXb/Z/ntWsuINCc77EmOfvx5tRsTs0lOTNblSxYsbGx2rBhg2rUqCGXy6XmzZurrKxMjzzyiNq0aVOuTJWUlKhatWoV3n5WVpYyMzN91lJSUrzvUjQlMjLM6PYqW1RU9Qpdz265gEBT0cea5OzHm1OzOTWX5KxsVbJgSVLNmjV9zjdu3FjFxcWKjo5WQUGBz2UFBQUXdPQpOTlZSUlJPmtud7gKC09c/MC/EhwcpMjIMB09WmRke5fK%2BfL/OteZM2WXaCrAeSrys8bJjzenZnNqLqlys13IfzhMqpIFa82aNXr44Yf16aefKizsl7b87bffqmbNmkpMTNTcuXNlWZZcLpcsy9KWLVs0fPjwCm8/JiamXCHzeI6ptNTsTmO3B1hF8585U2b87wqoSi7k8ePkx5tTszk1l%2BSsbM55svMCxMfHKzQ0VI8%2B%2Bqj27Nmjzz77TJMnT9bQoUPVvXt3HT16VM8884xycnL0zDPPqKioSD169PD32AAAwCaqZMGKiIjQ/Pnz9dNPP6lfv36aOHGikpOTNXToUEVEROill17S5s2b1bdvX23btk1z5sxReHi4v8cGAAA2USWfIpSka665RgsWLPjNy66//notW7bsEk8EAACcokoewQIAAKhMVfYIFi69HtO%2B8PcIAABcEhzBAgAAMIwjWADgMHY6WvzBQ%2B39PQJQKTiCBQAAYBgFCwAAwDAKFgAAgGEULAAAAMMoWAAAAIZRsAAAAAyjYAEAABhGwQIAADCMggUAAGAYBQsAAMAwChYAAIBhFCwAAADDKFgAAACGUbAAAAAMo2ABAAAYRsECAAAwjIIFAABgGAULAADAMAoWAACAYRQsAAAAwyhYAAAAhlGwAAAADKNgAQAAGEbBAgAAMIyCBQAAYBgFCwAAwDAKFgAAgGFVsmDl5eUpNTVVbdq0UceOHZWRkaHi4mJJUnp6upo2bepzWrRokZ8nBgAAduL29wCXmmVZSk1NVWRkpF5//XX9/PPPmjBhgoKCgjR27Fjl5uYqLS1Nffr08X5PRESEHycGAAB2U%2BWOYO3Zs0dbt25VRkaGrrnmGrVu3VpO4yUyAAAPmElEQVSpqalauXKlJCk3N1fXXnutoqOjvaewsDA/Tw0AAOykyhWs6OhozZs3T3Xq1PFZP378uI4fP668vDw1bNjQP8MBAABHqHIFKzIyUh07dvSeLysr06JFi9SuXTvl5ubK5XJp9uzZ6tSpk26//XYtW7bMj9MCAAA7qnKvwTrXlClTtHPnTr399tv65ptv5HK51KhRIw0cOFCbNm3SY489poiICN18880V3mZ%2Bfr48Ho/PmtsdrpiYGCMzBwcH%2BXwFALtyu83/HHPqz0in5pKcma1KF6wpU6bo1Vdf1fPPP68mTZrommuuUZcuXVSzZk1JUrNmzbRv3z4tXrz4ggpWVlaWMjMzfdZSUlKUmppqdP7ISF4bBsDeoqKqV9q2nfoz0qm5JGdlq7IF6%2Bmnn9bixYs1ZcoUdevWTZLkcrm85eqsRo0aaf369Re07eTkZCUlJfmsud3hKiw88ceG/rfg4CBFRobp6NEiI9sDAH8x9XPx1379M/LMmTLj2/cXp%2BaSKjdbZZb4/6RKFqzMzEy9%2Beabeu6559S9e3fv%2BvTp0/XVV1/plVde8a7t2rVLjRo1uqDtx8TElHs60OM5ptJSszuN0x5gAKqem59d4%2B8RLsgHD7X39wg6c6bM%2BL8ngcJJ2ZzzZGcF5ebm6sUXX9T999%2BvxMREeTwe76lLly7atGmT5s%2Bfr%2B%2B//15vvPGGli9frnvvvdffYwMAABupckew/vGPf%2BjMmTOaNWuWZs2a5XPZ7t27NX36dM2YMUPTp09XbGyspk6dqvj4eD9NCwAA7MhlWZbl7yGqAo/nmLFtud1BioqqrsLCE7Y7vA4AdubPpwh//bPfKU%2BjnVWZ2aKjLze6vYqqck8RAgAAVDYKFgAAgGEULAAAAMMoWAAAAIZRsAAAAAyjYAEAABhGwQIAADCMggUAAGAYBQsAAMAwChYAAIBhFCwAAADDKFgAAACGUbAAAAAMo2ABAAAYRsECAAAwjIIFAABgGAULAADAMAoWAACAYRQsAAAAwyhYAAAAhlGwAAAADKNgAQAAGOb29wAAANhFj2lf%2BHuEC/LBQ%2B39PUKVxREsAAAAwyhYAAAAhlGwAAAADKNgAQAAGEbBAgAAMIyCBQAAYBgFCwAAwDAKFgAAgGEULAAAAMMoWL%2BhuLhYEyZMUOvWrdWhQwe9/PLL/h4JAADYCL8q5zdMnjxZO3bs0KuvvqpDhw5p7NixuuKKK9S9e3d/jwYAAGyAgnWOkydPasmSJZo7d65atGihFi1aKDs7W6%2B//joFCwBgK3b63Yn/fMZZ/8byFOE5du3apdLSUsXHx3vXEhMTtW3bNpWVlflxMgAAYBccwTqHx%2BNRVFSUQkJCvGt16tRRcXGxjhw5olq1ap13G/n5%2BfJ4PD5rbne4YmJijMwYHBzk8xUAACdw0r9rFKxzFBUV%2BZQrSd7zJSUlFdpGVlaWMjMzfdZGjhypUaNGGZkxPz9fr746T8nJyY46pJqfn6%2BsrCwlJycbK6OBgmz2RDZ7cmo2p%2BaSfsn2wgsvOCqbc6qiIaGhoeWK1Nnz1apVq9A2kpOTtXTpUp9TcnKysRk9Ho8yMzPLHSWzO6fmkshmV2SzJ6dmc2ouyZnZOIJ1jrp166qwsFClpaVyu3/56/F4PKpWrZoiIyMrtI2YmBjHNHAAAHDhOIJ1jubNm8vtdmvr1q3etc2bN6tly5YKCuKvCwAAnB%2BN4RxhYWHq3bu3nnjiCW3fvl2rV6/Wyy%2B/rMGDB/t7NAAAYBPBTzzxxBP%2BHiLQtGvXTjt37tTUqVO1bt06DR8%2BXP369fP3WD6qV6%2BuNm3aqHr16v4exSin5pLIZldksyenZnNqLsl52VyWZVn%2BHgIAAMBJeIoQAADAMAoWAACAYRQsAAAAwyhYAAAAhlGwAAAADKNgAQAAGEbBAgAAMIyCBQAAYBgFy0aKi4s1YcIEtW7dWh06dNDLL7/s75H%2BsJKSEvXs2VMbNmzwrh04cEBDhgxRq1atdMstt2jt2rV%2BnPDC5eXlKTU1VW3atFHHjh2VkZGh4uJiSfbPtn//ft13332Kj49X586dNW/ePO9lds921rBhwzRu3Djv%2BZ07d6p///6Ki4tTv379tGPHDj9Od3E%2B/vhjNW3a1OeUmpoqyd75SkpK9OSTT%2BqGG27Qn//8Zz333HM6%2B9nZds61dOnScvdX06ZN1axZM0n2ziZJP/zwgx544AElJCQoKSlJr7zyivcyu2f7NQqWjUyePFk7duzQq6%2B%2Bqscff1yZmZn68MMP/T3WRSsuLtbo0aOVnZ3tXbMsSykpKapTp47eeecd9erVSyNHjtShQ4f8OGnFWZal1NRUFRUV6fXXX9fzzz%2BvTz75RNOmTbN9trKyMg0bNkxRUVFatmyZnnzySc2aNUsrVqywfbaz3n//fX322Wfe8ydPntSwYcPUunVrLV26VPHx8XrggQd08uRJP0554XJyctSlSxetXbvWe0pPT7d9vvT0dH355ZeaP3%2B%2Bpk6dqrfeektZWVm2z3X2PyhnT59%2B%2BqkaNGigwYMH2z6bJD300EMKDw/X0qVLNWHCBE2bNk0ff/yxI7L5sGALJ06csFq2bGmtX7/euzZz5kxr4MCBfpzq4mVnZ1u33367ddttt1lNmjTx5vryyy%2BtVq1aWSdOnPBe9%2B6777ZmzJjhr1EvSE5OjtWkSRPL4/F411asWGF16NDB9tny8vKs//f//p917Ngx71pKSor1%2BOOP2z6bZVlWYWGh1alTJ6tfv37W2LFjLcuyrCVLllhJSUlWWVmZZVmWVVZWZt18883WO%2B%2B8489RL1haWpo1derUcut2zldYWGhde%2B211oYNG7xrL730kjVu3Dhb5/ots2fPtrp27WoVFxfbPtuRI0esJk2aWLt37/aujRw50nryySdtn%2B1cHMGyiV27dqm0tFTx8fHetcTERG3btk1lZWV%2BnOzibNy4UW3btlVWVpbP%2BrZt23TttdcqPDzcu5aYmKitW7de6hEvSnR0tObNm6c6der4rB8/ftz22WJiYjRt2jRFRETIsixt3rxZmzZtUps2bWyfTZL%2B53/%2BR7169dLVV1/tXdu2bZsSExPlcrkkSS6XSwkJCbbKJUm5ublq2LBhuXU759u8ebMiIiLUpk0b79qwYcOUkZFh61znOnLkiObOnau0tDSFhITYPlu1atUUFhampUuX6vTp09qzZ4%2B2bNmi5s2b2z7buShYNuHxeBQVFaWQkBDvWp06dVRcXKwjR474cbKLM2DAAE2YMEFhYWE%2B6x6PRzExMT5rtWvX1uHDhy/leBctMjJSHTt29J4vKyvTokWL1K5dO9tn%2B7WkpCQNGDBA8fHx6tatm%2B2zrVu3Tv/85z81YsQIn3W755J%2Bedp67969Wrt2rbp166auXbvq2WefVUlJia3zHThwQLGxsVq%2BfLm6d%2B%2Buv/zlL5o5c6bKyspsnetcixcvVkxMjLp37y7J/vtkaGioJk2apKysLMXFxalHjx7q1KmT%2Bvfvb/ts53L7ewBUTFFRkU%2B5kuQ9X1JS4o%2BRKsXv5bRrxilTpmjnzp16%2B%2B239corrzgm24wZM1RQUKAnnnhCGRkZtr7fiouL9fjjj2vSpEmqVq2az2V2znXWoUOHvDmmTZumgwcPKj09XadOnbJ1vpMnT2r//v168803lZGRIY/Ho0mTJiksLMzWuX7NsiwtWbJEQ4cO9a45IVtubq66dOmie%2B65R9nZ2Xr66ad14403OiLbr1GwbCI0NLTcTnb2/Ln/KNhZaGhouSNyJSUltsw4ZcoUvfrqq3r%2B%2BefVpEkTR2Vr2bKlpF/KycMPP6x%2B/fqpqKjI5zp2yZaZmanrrrvO58jjWb/3uLNDrrNiY2O1YcMG1ahRQy6XS82bN1dZWZkeeeQRtWnTxrb53G63jh8/rqlTpyo2NlbSL2Vy8eLFatCggW1z/drXX3%2BtvLw83Xrrrd41u%2B%2BT69at09tvv63PPvtM1apVU8uWLZWXl6dZs2bpyiuvtHW2c/EUoU3UrVtXhYWFKi0t9a55PB5Vq1ZNkZGRfpzMrLp166qgoMBnraCgoNxh40D39NNPa8GCBZoyZYq6desmyf7ZCgoKtHr1ap%2B1q6%2B%2BWqdPn1Z0dLRts73//vtavXq14uPjFR8frxUrVmjFihWKj4%2B3/X12Vs2aNb2va5Gkxo0bq7i42Nb3W3R0tEJDQ73lSpKuuuoq/fDDD46539asWaPWrVurRo0a3jW7Z9uxY4caNGjgU5quvfZaHTp0yPbZzkXBsonmzZvL7Xb7vNhv8%2BbNatmypYKCnHM3xsXF6ZtvvtGpU6e8a5s3b1ZcXJwfp7owmZmZevPNN/Xcc8/5/M/T7tkOHjyokSNHKi8vz7u2Y8cO1apVS4mJibbNtnDhQq1YsULLly/X8uXLlZSUpKSkJC1fvlxxcXH66quvvJ%2BtZFmWtmzZYotcZ61Zs0Zt27b1OcL47bffqmbNmkpMTLRtvri4OBUXF2vv3r3etT179ig2NtYR95skbd%2B%2BXQkJCT5rds8WExOj/fv3%2Bxyp2rNnj%2BrXr2/7bOdyzr/MDhcWFqbevXvriSee0Pbt27V69Wq9/PLLGjx4sL9HM6pNmzaqV6%2Bexo8fr%2BzsbM2ZM0fbt2/XHXfc4e/RKiQ3N1cvvvii7r//fiUmJsrj8XhPds/WsmVLtWjRQhMmTFBOTo4%2B%2B%2BwzTZkyRcOHD7d1ttjYWDVo0MB7ql69uqpXr64GDRqoe/fuOnr0qJ555hnl5OTomWeeUVFRkXr06OHvsSssPj5eoaGhevTRR7Vnzx599tlnmjx5soYOHWrrfI0aNVLnzp01fvx47dq1S2vWrNGcOXN055132jrXr2VnZ/u8q1WS7bMlJSXpsssu06OPPqq9e/fqf//3fzV79mwNGjTI9tnK8cuHQ%2BCinDx50hozZozVqlUrq0OHDtaCBQv8PZIRv/4cLMuyrH379ll33XWXdd1111m33nqr9cUXX/hxugvz0ksvWU2aNPnNk2XZO5tlWdbhw4etlJQUKyEhwWrfvr01a9Ys72fW2D3bWWPHjvV%2BDpZlWda2bdus3r17Wy1btrTuuOMO65tvvvHjdBfnu%2B%2B%2Bs4YMGWK1atXKat%2B%2BvfXCCy947zc75zt69Kj1yCOPWK1atbJuvPFGx%2BQ6q2XLltbnn39ebt3u2bKzs60hQ4ZYCQkJVteuXa0FCxY46n47y2VZ/z4WBwAAACN4ihAAAMAwChYAAIBhFCwAAADDKFgAAACGUbAAAAAMo2ABAAAYRsECAAAwjIIFAABgGAULAADAMAoWAACAYRQsAAAAwyhYAAAAhlGwAAAADPv/VqwCvzUhibsAAAAASUVORK5CYII%3D\"/>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\" id=\"common2903155618436304987\">\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">24.0</td>\n",
       "        <td class=\"number\">30</td>\n",
       "        <td class=\"number\">3.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:7%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">22.0</td>\n",
       "        <td class=\"number\">27</td>\n",
       "        <td class=\"number\">3.0%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:6%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">18.0</td>\n",
       "        <td class=\"number\">26</td>\n",
       "        <td class=\"number\">2.9%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:6%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">28.0</td>\n",
       "        <td class=\"number\">25</td>\n",
       "        <td class=\"number\">2.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:6%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">19.0</td>\n",
       "        <td class=\"number\">25</td>\n",
       "        <td class=\"number\">2.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:6%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">30.0</td>\n",
       "        <td class=\"number\">25</td>\n",
       "        <td class=\"number\">2.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:6%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">21.0</td>\n",
       "        <td class=\"number\">24</td>\n",
       "        <td class=\"number\">2.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:6%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">25.0</td>\n",
       "        <td class=\"number\">23</td>\n",
       "        <td class=\"number\">2.6%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:5%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">36.0</td>\n",
       "        <td class=\"number\">22</td>\n",
       "        <td class=\"number\">2.5%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:5%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">29.0</td>\n",
       "        <td class=\"number\">20</td>\n",
       "        <td class=\"number\">2.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:5%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"other\">\n",
       "        <td class=\"fillremaining\">Other values (78)</td>\n",
       "        <td class=\"number\">467</td>\n",
       "        <td class=\"number\">52.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"missing\">\n",
       "        <td class=\"fillremaining\">(Missing)</td>\n",
       "        <td class=\"number\">177</td>\n",
       "        <td class=\"number\">19.9%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:38%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\"  id=\"extreme2903155618436304987\">\n",
       "            <p class=\"h4\">Minimum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">0.42</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">0.67</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">0.75</td>\n",
       "        <td class=\"number\">2</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">0.83</td>\n",
       "        <td class=\"number\">2</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">0.92</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "            <p class=\"h4\">Maximum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">70.0</td>\n",
       "        <td class=\"number\">2</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">70.5</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">71.0</td>\n",
       "        <td class=\"number\">2</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">74.0</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">80.0</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_Cabin\">Cabin<br/>\n",
       "            <small>Categorical</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-3\">\n",
       "    <table class=\"stats \">\n",
       "        <tr class=\"alert\">\n",
       "            <th>Distinct count</th>\n",
       "            <td>148</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <th>Unique (%)</th>\n",
       "            <td>16.6%</td>\n",
       "        </tr>\n",
       "        <tr class=\"alert\">\n",
       "            <th>Missing (%)</th>\n",
       "            <td>77.1%</td>\n",
       "        </tr>\n",
       "        <tr class=\"alert\">\n",
       "            <th>Missing (n)</th>\n",
       "            <td>687</td>\n",
       "        </tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-6 collapse in\" id=\"minifreqtable-8165188845887994146\">\n",
       "    <table class=\"mini freq\">\n",
       "        <tr class=\"\">\n",
       "    <th>G6</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:1%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 0.4%\">\n",
       "            &nbsp;\n",
       "        </div>\n",
       "        4\n",
       "    </td>\n",
       "</tr><tr class=\"\">\n",
       "    <th>C23 C25 C27</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:1%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 0.4%\">\n",
       "            &nbsp;\n",
       "        </div>\n",
       "        4\n",
       "    </td>\n",
       "</tr><tr class=\"\">\n",
       "    <th>B96 B98</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:1%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 0.4%\">\n",
       "            &nbsp;\n",
       "        </div>\n",
       "        4\n",
       "    </td>\n",
       "</tr><tr class=\"other\">\n",
       "    <th>Other values (144)</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:28%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 21.5%\">\n",
       "            192\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr><tr class=\"missing\">\n",
       "    <th>(Missing)</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:100%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 77.1%\">\n",
       "            687\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#freqtable-8165188845887994146, #minifreqtable-8165188845887994146\"\n",
       "       aria-expanded=\"true\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"col-md-12 extrapadding collapse\" id=\"freqtable-8165188845887994146\">\n",
       "    \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">G6</td>\n",
       "        <td class=\"number\">4</td>\n",
       "        <td class=\"number\">0.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">C23 C25 C27</td>\n",
       "        <td class=\"number\">4</td>\n",
       "        <td class=\"number\">0.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">B96 B98</td>\n",
       "        <td class=\"number\">4</td>\n",
       "        <td class=\"number\">0.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">D</td>\n",
       "        <td class=\"number\">3</td>\n",
       "        <td class=\"number\">0.3%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">F2</td>\n",
       "        <td class=\"number\">3</td>\n",
       "        <td class=\"number\">0.3%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">F33</td>\n",
       "        <td class=\"number\">3</td>\n",
       "        <td class=\"number\">0.3%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">C22 C26</td>\n",
       "        <td class=\"number\">3</td>\n",
       "        <td class=\"number\">0.3%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">E101</td>\n",
       "        <td class=\"number\">3</td>\n",
       "        <td class=\"number\">0.3%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">E121</td>\n",
       "        <td class=\"number\">2</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">E8</td>\n",
       "        <td class=\"number\">2</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"other\">\n",
       "        <td class=\"fillremaining\">Other values (137)</td>\n",
       "        <td class=\"number\">173</td>\n",
       "        <td class=\"number\">19.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:25%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"missing\">\n",
       "        <td class=\"fillremaining\">(Missing)</td>\n",
       "        <td class=\"number\">687</td>\n",
       "        <td class=\"number\">77.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_Embarked\">Embarked<br/>\n",
       "            <small>Categorical</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-3\">\n",
       "    <table class=\"stats \">\n",
       "        <tr class=\"\">\n",
       "            <th>Distinct count</th>\n",
       "            <td>4</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <th>Unique (%)</th>\n",
       "            <td>0.4%</td>\n",
       "        </tr>\n",
       "        <tr class=\"ignore\">\n",
       "            <th>Missing (%)</th>\n",
       "            <td>0.2%</td>\n",
       "        </tr>\n",
       "        <tr class=\"ignore\">\n",
       "            <th>Missing (n)</th>\n",
       "            <td>2</td>\n",
       "        </tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-6 collapse in\" id=\"minifreqtable-8360762114007677326\">\n",
       "    <table class=\"mini freq\">\n",
       "        <tr class=\"\">\n",
       "    <th>S</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:100%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 72.3%\">\n",
       "            644\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr><tr class=\"\">\n",
       "    <th>C</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:26%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 18.9%\">\n",
       "            168\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr><tr class=\"\">\n",
       "    <th>Q</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:12%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 8.6%\">\n",
       "            &nbsp;\n",
       "        </div>\n",
       "        77\n",
       "    </td>\n",
       "</tr><tr class=\"missing\">\n",
       "    <th>(Missing)</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:1%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 0.2%\">\n",
       "            &nbsp;\n",
       "        </div>\n",
       "        2\n",
       "    </td>\n",
       "</tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#freqtable-8360762114007677326, #minifreqtable-8360762114007677326\"\n",
       "       aria-expanded=\"true\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"col-md-12 extrapadding collapse\" id=\"freqtable-8360762114007677326\">\n",
       "    \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">S</td>\n",
       "        <td class=\"number\">644</td>\n",
       "        <td class=\"number\">72.3%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">C</td>\n",
       "        <td class=\"number\">168</td>\n",
       "        <td class=\"number\">18.9%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:26%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">Q</td>\n",
       "        <td class=\"number\">77</td>\n",
       "        <td class=\"number\">8.6%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:12%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"missing\">\n",
       "        <td class=\"fillremaining\">(Missing)</td>\n",
       "        <td class=\"number\">2</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_Fare\">Fare<br/>\n",
       "            <small>Numeric</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-6\">\n",
       "    <div class=\"row\">\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "                <tr>\n",
       "                    <th>Distinct count</th>\n",
       "                    <td>248</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Unique (%)</th>\n",
       "                    <td>27.8%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Missing (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Missing (n)</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (n)</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "\n",
       "        </div>\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "\n",
       "                <tr>\n",
       "                    <th>Mean</th>\n",
       "                    <td>32.204</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Minimum</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Maximum</th>\n",
       "                    <td>512.33</td>\n",
       "                </tr>\n",
       "                <tr class=\"alert\">\n",
       "                    <th>Zeros (%)</th>\n",
       "                    <td>1.7%</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "<div class=\"col-md-3 collapse in\" id=\"minihistogram3916821356688985050\">\n",
       "    <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAMgAAABLCAYAAAA1fMjoAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAARNJREFUeJzt3bEJAkEQQFEVS7IIezK2J4uwpzUX%2BejCeYe%2Bly9M8hkm2v0YY%2ByAlw5rDwBbdlx7gGeny%2B3jN/freYFJwAaBJBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoGwuX/SZ/hbnaXYIBAEAkEgEAQC4SeO9BkOe97xt4F8w0yEM4S7nP0YY6w9BGyVGwSCQCAIBIJAIAgEgkAgCASCQCAIBIJAIAgEgkAgCASCQCAIBIJAIAgEgkAgCASCQCAIBIJAIAgEgkAgCATCA5JpFJU50JYtAAAAAElFTkSuQmCC\">\n",
       "\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#descriptives3916821356688985050,#minihistogram3916821356688985050\"\n",
       "       aria-expanded=\"false\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"row collapse col-md-12\" id=\"descriptives3916821356688985050\">\n",
       "    <ul class=\"nav nav-tabs\" role=\"tablist\">\n",
       "        <li role=\"presentation\" class=\"active\"><a href=\"#quantiles3916821356688985050\"\n",
       "                                                  aria-controls=\"quantiles3916821356688985050\" role=\"tab\"\n",
       "                                                  data-toggle=\"tab\">Statistics</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#histogram3916821356688985050\" aria-controls=\"histogram3916821356688985050\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Histogram</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#common3916821356688985050\" aria-controls=\"common3916821356688985050\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Common Values</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#extreme3916821356688985050\" aria-controls=\"extreme3916821356688985050\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Extreme Values</a></li>\n",
       "\n",
       "    </ul>\n",
       "\n",
       "    <div class=\"tab-content\">\n",
       "        <div role=\"tabpanel\" class=\"tab-pane active row\" id=\"quantiles3916821356688985050\">\n",
       "            <div class=\"col-md-4 col-md-offset-1\">\n",
       "                <p class=\"h4\">Quantile statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Minimum</th>\n",
       "                        <td>0</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>5-th percentile</th>\n",
       "                        <td>7.225</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q1</th>\n",
       "                        <td>7.9104</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Median</th>\n",
       "                        <td>14.454</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q3</th>\n",
       "                        <td>31</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>95-th percentile</th>\n",
       "                        <td>112.08</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Maximum</th>\n",
       "                        <td>512.33</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Range</th>\n",
       "                        <td>512.33</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Interquartile range</th>\n",
       "                        <td>23.09</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "            <div class=\"col-md-4 col-md-offset-2\">\n",
       "                <p class=\"h4\">Descriptive statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Standard deviation</th>\n",
       "                        <td>49.693</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Coef of variation</th>\n",
       "                        <td>1.5431</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Kurtosis</th>\n",
       "                        <td>33.398</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Mean</th>\n",
       "                        <td>32.204</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>MAD</th>\n",
       "                        <td>28.164</td>\n",
       "                    </tr>\n",
       "                    <tr class=\"\">\n",
       "                        <th>Skewness</th>\n",
       "                        <td>4.7873</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Sum</th>\n",
       "                        <td>28694</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Variance</th>\n",
       "                        <td>2469.4</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Memory size</th>\n",
       "                        <td>7.0 KiB</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-8 col-md-offset-2\" id=\"histogram3916821356688985050\">\n",
       "            <img 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333HOyLEs2m02WZWnnzp268847JUkOh0NlZWXKzMyUJB08eFAHDx6Uw%2BFo8/MnJCS0eDnQ5TqqpqaO/Q82mI7/5MnmoJo3GJCpeWTaPsjVvI6YaXCdAmmj5ORkRURE6OGHH9b%2B/fu1detWLVy4UHfccYdGjx6t%2Bvp6LViwQPv27dOCBQvkdrs1ZswYSdLkyZO1fv16rV69Wp9//rlmzJih4cOH65JLLvHzUQEAgGARkgWrS5cu%2BuMf/6gjR44oKytLBQUFys7O1h133KEuXbpo2bJl3rNUTqdTxcXFio6OlvRdOZs7d66WLl2qyZMnq2vXriosLPTzEQEAgGBisyzL8vcQHYHLddT4Y9rtnfSzxe8af9z28sY9Q/w9Qqvs9k6Kje2s2tpjHe50dnshU/PItH2Qq3mBkGl8/I/88rwheQYLAADAnyhYAAAAhlGwAAAADKNgAQAAGEbBAgAAMIyCBQAAYBgFCwAAwDAKFgAAgGEULAAAAMMCrmBNmjRJq1at0tGj5q98DgAAcCEEXMEaPHiwnn32WQ0dOlT33nuvtm3bJv6aDwAACCYBV7Duu%2B8%2Bvf3223r66acVFhamu%2B%2B%2BW8OHD9cTTzyhL7/80t/jAQAAtMru7wFOx2azaciQIRoyZIjcbrdWrFihp59%2BWsXFxUpJSdGtt96qn//85/4eEwAA4LQCsmBJUnV1tTZs2KANGzZo7969SklJ0a9%2B9SsdOnRIDz/8sD788EMVFBT4e0wAAIAWAq5grV%2B/XuvXr9f777%2BvuLg4TZgwQU8%2B%2BaT69OnjvU2PHj20YMECChYAAAhIAVewCgoKNGLECC1dulTXXnutOnVq%2BTaxn/zkJ7r55pv9MB0AAEDrAq5gvfPOO4qNjVVdXZ23XO3atUsDBgxQWFiYJCklJUUpKSn%2BHBMAAOCMAu63CL/99luNHj1azz33nHdt2rRpGj9%2BvA4ePOjHyQAAANom4ArW73//e/Xu3Vu//vWvvWuvv/66evToocLCQj9OBgAA0DYBV7A%2B%2BugjPfjgg4qPj/euxcXFacaMGXrvvff8OBkAAEDbBFzBstvtqq%2Bvb7Hudru5ojsAAAgKAVewrr32Ws2fP19ff/21d62yslKFhYUaNmyYHycDAABom4D7LcKZM2fq17/%2BtUaNGqWYmBhJUn19vQYMGKD8/Hw/TwcAANC6gCtY3bp106uvvqrt27eroqJCdrtd/fr10zXXXCObzebv8QAAAFoVcAVLksLCwjRs2DBeEgQAAEEp4AqWy%2BXSkiVLtHPnTp04caLFG9v/%2Bte/%2BmkyAACAtgm4gvW73/1Ou3fv1vXXX68f/ehH/h4HAADgrAVcwXrvvfe0fPlypaWl%2BXsUAACAcxJwl2mIjo5Wt27d/D0GAADAOQu4gjV%2B/HgtX75cJ0%2Be9PcoAAAA5yTgXiKsq6vTpk2btGXLFl1yySUKDw/32f/zn/98Vo83bdo0xcXF6Q9/%2BIMkac%2BePZo9e7b27t2rfv366ZFHHtHAgQO9t9%2B0aZOWLFkil8uloUOHat68eYqLizv/AwMAAB1GwJ3BkqRx48bp2muv1Y9//GP16tXL5%2BNsvPbaa9q6dav384aGBk2bNk1paWlau3atkpOTNX36dDU0NEiSdu3apYKCAuXm5qqkpET19fVc3BQAAJy1gDuDVVhYaORx6urqtHDhQg0aNMi79vrrrysiIkIzZsyQzWZTQUGB3nnnHW3evFmZmZlauXKlxowZowkTJkiSFi5cqBEjRqiyslKXXHKJkbkAAEDoC8gzWNXV1SoqKtJ9992n//3f/9XmzZu1f//%2Bs3qMRx99VOPHj1e/fv28a06nU6mpqd4rwttsNqWkpKi8vNy7/6%2B/vdijRw/17NlTTqfTwFEBAICOIuDOYH311Ve64YYb1KVLFx0%2BfFj33HOPXn/9deXn5%2BuFF16Qw%2BFo9TF27Nihjz76SBs3btScOXO86y6Xy6dwSd/9aZ6KigpJ3xW7hISEFvuHDh06q2Oorq6Wy%2BXyWbPbo1s89vkKCwvIfnxGdnvgz3sq02DLNpCRqXlk2j7I1byOnGnAFaw//OEPGjlypObPn6%2BUlBRJ0uOPP66ZM2dq8eLFWrFixQ/ev7GxUbNnz9asWbMUGRnps%2Bd2u1u8aT48PFwej0eSdPz48R/cb6uSkhIVFRX5rOXk5CgvL%2B%2BsHifUxMZ29vcIbRYTE%2BXvEUIOmZpHpu2DXM3riJkGXMHauXOnXnrpJZ8/7Gy323XXXXfphhtuaPX%2BRUVFGjhw4Gn/jmFERESLsuTxeLxF7Ez7UVFn942RnZ2tjIwMnzW7PVq1tcfO6nFaE2w/EZg%2B/vYQFtZJMTFRqq936%2BTJZn%2BPExLI1DwybR/kal4gZOqvH%2B4DrmA1NzerubnlF%2BHYsWMKCwtr9f6vvfaaampqlJycLEnewvTmm29q3Lhxqqmp8bl9TU2N96W7xMTE0%2B7Hx8ef1TEkJCS0eDnQ5TqqpqaO/Q82mI7/5MnmoJo3GJCpeWTaPsjVvI6YacCdAhk6dKiWLVvmU7Lq6uq0aNEiDR48uNX7r1ixQhs3btS6deu0bt06ZWRkKCMjQ%2BvWrZPD4dDHH3/s/QPSlmVp586d3vd1ORwOlZWVeR/r4MGDOnjwYJve9wUAAHBKwJ3BevDBBzVlyhQNHTpUjY2N%2Bs1vfqNvvvlGF110kfdioT/k%2B9fK6tz5u1ODvXv3Vrdu3fTYY49pwYIF%2Bs///E%2BtWrVKbrdbY8aMkSRNnjxZt9xyi5KSkjRo0CAtWLBAw4cP5xINAADgrARcwUpMTNS6deu0adMmffbZZ2pubtbkyZM1fvx4denS5bweu0uXLlq2bJlmz56tV155RZdddpmKi4sVHR0tSUpOTtbcuXP15JNP6v/%2B7/80ZMgQzZs3z8RhAQCADsRmnXq9DO3K5Tpq/DHt9k762eJ3jT9ue3njniH%2BHqFVdnsnxcZ2Vm3tsQ73foH2QqbmkWn7IFfzAiHT%2BPgf%2BeV5A%2B4M1pQpU35w/2z/FiEAAMCFFnAF6/vvoWpqatJXX32lvXv36tZbb/XTVAAAAG0XcAXrTH%2BLcOnSpWd9RXUAAAB/CLjLNJzJ%2BPHj9cYbb/h7DAAAgFYFTcH6%2BOOP23ShUQAAAH8LuJcIT/cm92%2B//VZ///vfdeONN/phIgAAgLMTcAWrZ8%2BePn%2BHUJL%2B7d/%2BTTfffLN%2B%2Bctf%2BmkqAACAtgu4gtWWq7UDAAAEsoArWB9%2B%2BGGbb3vVVVe14yQAAADnJuAK1i233OJ9ifBfLzL//TWbzabPPvvswg8IAADQioArWM8%2B%2B6zmz5%2BvBx54QOnp6QoPD9cnn3yiuXPn6le/%2BpXGjh3r7xEBAAB%2BUMBdpqGwsFCzZs3SqFGjFBsbq86dO2vw4MGaO3euXn75ZfXq1cv7AQAAEIgCrmBVV1eftjx16dJFtbW1fpgIAADg7ARcwUpKStLjjz%2Bub7/91rtWV1enRYsW6ZprrvHjZAAAAG0TcO/BevjhhzVlyhRde%2B216tOnjyzL0j/%2B8Q/Fx8frz3/%2Bs7/HAwAAaFXAFay%2Bffvq9ddf16ZNm/TFF19Ikm666SZdf/31ioqK8vN0AAAArQu4giVJXbt21aRJk3TgwAFdcsklkr67mjsAAEAwCLj3YFmWpcWLF%2Buqq67SuHHjdOjQIc2cOVMFBQU6ceKEv8cDAABoVcAVrBUrVmj9%2BvWaPXu2wsPDJUkjR47UX/7yFxUVFfl5OgAAgNYFXMEqKSnRrFmzlJmZ6b16%2B9ixYzV//nxt3LjRz9MBAAC0LuAK1oEDB9S/f/8W65dffrlcLpcfJgIAADg7AVewevXqpU8%2B%2BaTF%2BjvvvON9wzsAAEAgC7jfIrz99tv1yCOPyOVyybIs7dixQyUlJVqxYoUefPBBf48HAADQqoArWFlZWWpqatIzzzyj48ePa9asWYqLi9M999yjyZMn%2B3s8AACAVgVcwdq0aZNGjx6t7OxsHTlyRJZlqVu3bv4eCwAAoM0C7j1Yc%2BfO9b6ZPS4ujnIFAACCTsAVrD59%2Bmjv3r3%2BHgMAAOCcBdxLhJdffrnuv/9%2BLV%2B%2BXH369FFERITPfmFhoZ8mAwAAaJuAK1hffvmlUlNTJYnrXgEAgKAUEAVr4cKFys3NVXR0tFasWOHvcQAAAM5LQLwH6/nnn5fb7fZZmzZtmqqrq8/5Mb/66ivdfvvtSk5O1vDhw7V8%2BXLvXmVlpW677TYlJSVp7Nix2rZtm899t2/frnHjxsnhcGjKlCmqrKw85zkAAEDHExAFy7KsFmsffvihGhsbz%2BnxmpubNW3aNMXGxurVV1/VI488omeeeUYbN26UZVnKyclR9%2B7dVVpaqvHjxys3N1dVVVWSpKqqKuXk5CgzM1Nr1qxRXFyc7rrrrtPOCAAAcDoB8RKhaTU1Nerfv7/mzJmjLl26qE%2BfPrrmmmtUVlam7t27q7KyUqtWrVJ0dLT69u2rHTt2qLS0VHfffbdWr16tgQMHaurUqZK%2Be1P9kCFD9MEHH%2Bjqq6/285EBAIBgEBBnsExLSEjQkiVL1KVLF1mWpbKyMn344YdKT0%2BX0%2BnUFVdcoejoaO/tU1NTVV5eLklyOp1KS0vz7kVFRWnAgAHefQAAgNYEzBksm83WLo%2BbkZGhqqoqjRgxQqNGjdLvf/97JSQk%2BNymW7duOnTokKTvfnPxh/bborq6usVvQNrt0S0e93yFhQVXP7bbA3/eU5kGW7aBjEzNI9P2Qa7mdeRMA6ZgzZ8/3%2BeaVydOnNCiRYvUuXNnn9ud7XWwnnzySdXU1GjOnDkqLCyU2%2B1WeHi4z23Cw8Pl8XgkqdX9tigpKVFRUZHPWk5OjvLy8s5q9lATG9u59RsFiJiYKH%2BPEHLI1DwybR/kal5HzDQgCtZVV13V4oxPcnKyamtrVVtbe16PPWjQIElSY2Oj7r//fmVlZbX4jUWPx6PIyEhJUkRERIsy5fF4FBMT0%2BbnzM7OVkZGhs%2Ba3R6t2tpj53IIZxRsPxGYPv72EBbWSTExUaqvd%2BvkyWZ/jxMSyNQ8Mm0f5GpeIGTqrx/uA6Jgmb72VU1NjcrLyzVy5EjvWr9%2B/XTixAnFx8dr//79LW5/6uW7xMRE1dTUtNjv379/m58/ISGhxcuBLtdRNTV17H%2BwwXT8J082B9W8wYBMzSPT9kGu5nXETIPrFEgbHThwQLm5uTp8%2BLB3bffu3YqLi1Nqaqo%2B/fRTHT9%2B3LtXVlYmh8MhSXI4HCorK/Puud1u7dmzx7sPAADQmpAsWIMGDdKAAQP00EMPad%2B%2Bfdq6dasWLVqkO%2B%2B8U%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%2Bv3NxcVVVVSZKqqqqUk5OjzMxMrVmzRnFxcbrrrrtkWZafjwoAAAQLu78HaA/79%2B9XeXm5/va3v6l79%2B6SpLy8PD366KO69tprVVlZqVWrVik6Olp9%2B/bVjh07VFpaqrvvvlurV6/WwIEDNXXqVElSYWGhhgwZog8%2B%2BEBXX321Pw8LAAAEiZA8gxUfH6/ly5d7y9Up3377rZxOp6644gpFR0d711NTU1VeXi5JcjqdSktL8%2B5FRUVpwIAB3n0AAIDWhGTBiomJ0bBhw7yfNzc3a%2BXKlRo8eLBcLpcSEhJ8bt%2BtWzcdOnRIklrdBwAAaE1IvkT4fYsWLdKePXu0Zs0avfDCCwoPD/fZDw8Pl8fjkSS53e4f3G%2BL6upquVwunzW7PbpUaBMfAAARdElEQVRFcTtfYWHB1Y/t9sCf91SmwZZtICNT88i0fZCreR0505AvWIsWLdKLL76oJ554QpdeeqkiIiJUV1fncxuPx6PIyEhJUkRERIsy5fF4FBMT0%2BbnLCkpUVFRkc9aTk6O8vLyzvEoQkNsbGd/j9BmMTFR/h4h5JCpeWTaPsjVvI6YaUgXrHnz5unll1/WokWLNGrUKElSYmKi9u3b53O7mpoa79mlxMRE1dTUtNjv379/m583OztbGRkZPmt2e7Rqa4%2Bdy2GcUbD9RGD6%2BNtDWFgnxcREqb7erZMnm/09TkggU/PItH2Qq3mBkKm/frgP2YJVVFSkVatW6fHHH9fo0aO96w6HQ8XFxTp%2B/Lj3rFVZWZlSU1O9%2B2VlZd7bu91u7dmzR7m5uW1%2B7oSEhBYvB7pcR9XU1LH/wQbT8Z882RxU8wYDMjWPTNsHuZrXETMNrlMgbfTFF1/o6aef1n/9138pNTVVLpfL%2B5Genq4ePXooPz9fFRUVKi4u1q5duzRx4kRJUlZWlnbu3Kni4mJVVFQoPz9fF198MZdoAAAAbRaSBeuvf/2rTp48qWeeeUZDhw71%2BQgLC9PTTz8tl8ulzMxMbdiwQUuXLlXPnj0lSRdffLGeeuoplZaWauLEiaqrq9PSpUtls9n8fFQAACBY2CwuUX5BuFxHjT%2Bm3d5JP1v8rvHHbS9v3DPE3yO0ym7vpNjYzqqtPdbhTme3FzI1j0zbB7maFwiZxsf/yC/PG5JnsAAAAPyJggUAAGAYBQsAAMAwChYAAIBhFCwAAADDKFgAAACGUbAAAAAMo2ABAAAYRsECAAAwjIIFAABgGAULAADAMAoWAACAYRQsAAAAwyhYAAAAhlGwAAAADKNgAQAAGEbBAgAAMIyCBQAAYBgFCwAAwDAKFgAAgGEULAAAAMMoWAAAAIZRsAAAAAyjYAEAABhGwQIAADCMggUAAGAYBQsAAMAwChYAAIBhFCwAAADDKFgAAACGhXzB8ng8GjdunN5//33vWmVlpW677TYlJSVp7Nix2rZtm899tm/frnHjxsnhcGjKlCmqrKy80GMDAIAgFtIFq7GxUffee68qKiq8a5ZlKScnR927d1dpaanGjx%2Bv3NxcVVVVSZKqqqqUk5OjzMxMrVmzRnFxcbrrrrtkWZa/DgMAAASZkC1Y%2B/bt0w033KCvv/7aZ/29995TZWWl5s6dq759%2B2r69OlKSkpSaWmpJGn16tUaOHCgpk6dqv/4j/9QYWGhvvnmG33wwQf%2BOAwAABCE7P4eoL188MEHuvrqq/Xf//3fSkpK8q47nU5dccUVio6O9q6lpqaqvLzcu5%2BWlubdi4qK0oABA1ReXq6rr776wh1ACBqz5G/%2BHuGsvHHPEH%2BPAAAIUiFbsG688cbTrrtcLiUkJPisdevWTYcOHWrTfltUV1fL5XL5rNnt0S0e93yFhYXsCciAYLeTrwmnvk/5fjWHTNsHuZrXkTMN2YJ1Jm63W%2BHh4T5r4eHh8ng8bdpvi5KSEhUVFfms5eTkKC8v7xynhj/Exnb29wghJSYmyt8jhBwybR/kal5HzLTDFayIiAjV1dX5rHk8HkVGRnr3v1%2BmPB6PYmJi2vwc2dnZysjI8Fmz26NVW3vsHKc%2BvY74E8GFZPrr1VGFhXVSTEyU6uvdOnmy2d/jhAQybR/kal4gZOqvH5Y7XMFKTEzUvn37fNZqamq8L98lJiaqpqamxX7//v3b/BwJCQktXg50uY6qqYl/sMGEr5dZJ082k6lhZNo%2ByNW8jphphzsF4nA49Omnn%2Br48ePetbKyMjkcDu9%2BWVmZd8/tdmvPnj3efQAAgNZ0uIKVnp6uHj16KD8/XxUVFSouLtauXbs0ceJESVJWVpZ27typ4uJiVVRUKD8/XxdffDG/QQgAANqswxWssLAwPf3003K5XMrMzNSGDRu0dOlS9ezZU5J08cUX66mnnlJpaakmTpyouro6LV26VDabzc%2BTAwCAYNEh3oP197//3efz3r17a%2BXKlWe8/XXXXafrrruuvccCAAAhqsOdwQIAAGhvFCwAAADDKFgAAACGUbAAAAAMo2ABAAAYRsECAAAwjIIFAABgGAULAADAMAoWAACAYRQsAAAAwyhYAAAAhlGwAAAADKNgAQAAGEbBAgAAMIyCBQAAYBgFCwAAwDAKFgAAgGEULAAAAMMoWAAAAIZRsAAAAAyjYAEAABhGwQIAADDM7u8BgEA1Zsnf/D3CWXnjniH%2BHgEA8E%2BcwQIAADCMggUAAGAYBQsAAMAwChYAAIBhFCwAAADDKFgAAACGUbAAAAAM4zpYp9HY2KhHHnlE//M//6PIyEhNnTpVU6dO9fdYQMjgGmMAQh0F6zQWLlyo3bt368UXX1RVVZVmzpypnj17avTo0f4eDQAABAEK1vc0NDRo9erVeu655zRgwAANGDBAFRUVeumllyhYAACgTShY3/P555%2BrqalJycnJ3rXU1FQ9%2B%2Byzam5uVqdOvG0N6Gh4SRPA2aJgfY/L5VJsbKzCw8O9a927d1djY6Pq6uoUFxfX6mNUV1fL5XL5rNnt0UpISDA6a1gYZQ//T7CVALQfu53/NpyLU/9NDaX/tv5s8bv%2BHqHN3rp/mL9HMIqC9T1ut9unXEnyfu7xeNr0GCUlJSoqKvJZy83N1d13321myH%2Bqrq7Wrf9fhbKzs42Xt46qurpaJSUlZGoQmZpHpu2jurpaL764PKRy/WiBf9/a0pG/V0OnphsSERHRokid%2BjwyMrJNj5Gdna21a9f6fGRnZxuf1eVyqaioqMXZMpw7MjWPTM0j0/ZBruZ15Ew5g/U9iYmJqq2tVVNTk%2Bz27%2BJxuVyKjIxUTExMmx4jISGhwzV1AADw/3AG63v69%2B8vu92u8vJy71pZWZkGDRrEG9wBAECb0Bi%2BJyoqShMmTNCcOXO0a9cu/eUvf9Gf/vQnTZkyxd%2BjAQCAIBE2Z86cOf4eItAMHjxYe/bs0WOPPaYdO3bozjvvVFZWlr/HOq3OnTsrPT1dnTt39vcoIYNMzSNT88i0fZCreR01U5tlWZa/hwAAAAglvEQIAABgGAULAADAMAoWAACAYRQsAAAAwyhYAAAAhlGwAAAADKNgAQAAGEbBAgAAMIyCFaQaGxv10EMPKS0tTUOHDtWf/vQnf48UNDwej8aNG6f333/fu1ZZWanbbrtNSUlJGjt2rLZt2%2BZzn%2B3bt2vcuHFyOByaMmWKKisrL/TYAenw4cPKy8tTenq6hg0bpsLCQjU2Nkoi03P11Vdf6fbbb1dycrKGDx%2Bu5cuXe/fI9PxNmzZNDz74oPfzPXv2aNKkSXI4HMrKytLu3bt9br9p0yaNHDlSDodDOTk5OnLkyIUeOWC99dZbuuyyy3w%2B8vLyJJGrRMEKWgsXLtTu3bv14osvavbs2SoqKtLmzZv9PVbAa2xs1L333quKigrvmmVZysnJUffu3VVaWqrx48crNzdXVVVVkqSqqirl5OQoMzNTa9asUVxcnO666y519D%2BCYFmW8vLy5Ha79dJLL%2BmJJ57Q22%2B/rSVLlpDpOWpubta0adMUGxurV199VY888oieeeYZbdy4kUwNeO2117R161bv5w0NDZo2bZrS0tK0du1aJScna/r06WpoaJAk7dq1SwUFBcrNzVVJSYnq6%2BuVn5/vr/EDzr59%2BzRixAht27bN%2BzF//nxyPcVC0Dl27Jg1aNAg67333vOuLV261Lr55pv9OFXgq6iosH75y19av/jFL6xLL73Um9/27dutpKQk69ixY97b3nrrrdaTTz5pWZZlLVmyxCfbhoYGKzk52Sf/jmjfvn3WpZdearlcLu/axo0braFDh5LpOTp8%2BLD129/%2B1jp69Kh3LScnx5o9ezaZnqfa2lrr2muvtbKysqyZM2dalmVZq1evtjIyMqzm5mbLsiyrubnZ%2BtnPfmaVlpZalmVZDzzwgPe2lmVZVVVV1mWXXWZ9/fXXF/4AAtB9991nPfbYYy3WyfU7nMEKQp9//rmampqUnJzsXUtNTZXT6VRzc7MfJwtsH3zwga6%2B%2BmqVlJT4rDudTl1xxRWKjo72rqWmpqq8vNy7n5aW5t2LiorSgAEDvPsdVXx8vJYvX67u3bv7rH/77bdkeo4SEhK0ZMkSdenSRZZlqaysTB9%2B%2BKHS09PJ9Dw9%2BuijGj9%2BvPr16%2BddczqdSk1Nlc1mkyTZbDalpKScMdMePXqoZ8%2BecjqdF3b4APXFF1%2BoT58%2BLdbJ9TsUrCDkcrkUGxur8PBw71r37t3V2Niouro6P04W2G688UY99NBDioqK8ll3uVxKSEjwWevWrZsOHTrUpv2OKiYmRsOGDfN%2B3tzcrJUrV2rw4MFkakBGRoZuvPFGJScna9SoUWR6Hnbs2KGPPvpId911l896a5lVV1eT6RlYlqUvv/xS27Zt06hRozRy5EgtXrxYHo%2BHXP/J7u8BcPbcbrdPuZLk/dzj8fhjpKB2pjxPZdnaPr6zaNEi7dmzR2vWrNELL7xApufpySefVE1NjebMmaPCwkK%2BT89RY2OjZs%2BerVmzZikyMtJnr7XMjh8/TqZnUFVV5c1vyZIlOnDggObPn6/jx4%2BT6z9RsIJQREREi2/EU59//z8gaF1ERESLM38ej8eb5ZnyjomJuWAzBrpFixbpxRdf1BNPPKFLL72UTA0YNGiQpO8Kwv3336%2BsrCy53W6f25Bp64qKijRw4ECfs62nnCmz1jL9/lnwjqhXr156//331bVrV9lsNvXv31/Nzc164IEHlJ6eTq6iYAWlxMRE1dbWqqmpSXb7d19Cl8ulyMjIDv8f03ORmJioffv2%2BazV1NR4T2EnJiaqpqamxX7//v0v2IyBbN68eXr55Ze1aNEijRo1ShKZnquamhqVl5dr5MiR3rV%2B/frpxIkTio%2BP1/79%2B1vcnkx/2Guvvaaamhrve1ZP/Y/9zTff1Lhx406bWWuZxsfHX4DJA99FF13k83nfvn3V2Nio%2BPh4chXvwQpK/fv3l91u93nzallZmQYNGqROnfiSni2Hw6FPP/1Ux48f966VlZXJ4XB498vKyrx7brdbe/bs8e53ZEVFRVq1apUef/xxXX/99d51Mj03Bw4cUG5urg4fPuxd2717t%2BLi4pSamkqm52DFihXauHGj1q1bp3Xr1ikjI0MZGRlat26dHA6HPv74Y%2B%2BlLCzL0s6dO8%2BY6cGDB3Xw4MEOn6kkvfvuu7r66qt9zqp%2B9tlnuuiii5SamkquEpdpCFa/%2B93vrOuvv95yOp3WW2%2B9ZaWkpFhvvvmmv8cKGv96mYampiZr7Nix1j333GPt3bvXWrZsmZWUlGR98803lmVZVmVlpTVo0CBr2bJl1t69e63f/va31i9%2B8QvvryB3VPv27bP69%2B9vPfHEE1Z1dbXPB5mem6amJiszM9OaOnWqVVFRYW3ZssX66U9/ar3wwgtkasjMmTO9lwg4evSoNXjwYGvevHlWRUWFNW/ePGvIkCHeS2Hs3LnTGjBggPXKK69Yn332mXXzzTdb06dP9%2Bf4AePo0aPWsGHDrHvvvdf64osvrC1btlhDhw61iouLyfWfKFhBqqGhwZoxY4aVlJRkDR061Hr%2B%2Bef9PVJQ%2BdeCZVmW9Y9//MO66aabrIEDB1rXX3%2B99be//c3n9lu2bLF%2B/vOfW1deeaV16623htz1Ws7FsmXLrEsvvfS0H5ZFpufq0KFDVk5OjpWSkmINGTLEeuaZZ7wliUzP378WLMuyLKfTaU2YMMEaNGiQNXHiROvTTz/1uX1paal13XXXWUlJSVZOTo515MiRCz1ywNq7d6912223WUlJSdaQIUOsp556yvu9Sq6WZbMsLvMLAABgEm/YAQAAMIyCBQAAYBgFCwAAwDAKFgAAgGEULAAAAMMoWAAAAIZRsAAAAAyjYAEAABhGwQIAADCMggUAAGAYBQsAAMAwChYAAIBhFCwAAADD/n%2BmKHAmKocFtwAAAABJRU5ErkJggg%3D%3D\"/>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\" id=\"common3916821356688985050\">\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">8.05</td>\n",
       "        <td class=\"number\">43</td>\n",
       "        <td class=\"number\">4.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:7%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">13.0</td>\n",
       "        <td class=\"number\">42</td>\n",
       "        <td class=\"number\">4.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:7%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">7.8958</td>\n",
       "        <td class=\"number\">38</td>\n",
       "        <td class=\"number\">4.3%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:7%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">7.75</td>\n",
       "        <td class=\"number\">34</td>\n",
       "        <td class=\"number\">3.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:6%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">26.0</td>\n",
       "        <td class=\"number\">31</td>\n",
       "        <td class=\"number\">3.5%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:5%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">10.5</td>\n",
       "        <td class=\"number\">24</td>\n",
       "        <td class=\"number\">2.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:4%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">7.925</td>\n",
       "        <td class=\"number\">18</td>\n",
       "        <td class=\"number\">2.0%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">7.775</td>\n",
       "        <td class=\"number\">16</td>\n",
       "        <td class=\"number\">1.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">26.55</td>\n",
       "        <td class=\"number\">15</td>\n",
       "        <td class=\"number\">1.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">0.0</td>\n",
       "        <td class=\"number\">15</td>\n",
       "        <td class=\"number\">1.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"other\">\n",
       "        <td class=\"fillremaining\">Other values (238)</td>\n",
       "        <td class=\"number\">615</td>\n",
       "        <td class=\"number\">69.0%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\"  id=\"extreme3916821356688985050\">\n",
       "            <p class=\"h4\">Minimum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">0.0</td>\n",
       "        <td class=\"number\">15</td>\n",
       "        <td class=\"number\">1.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">4.0125</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:7%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">5.0</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:7%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">6.2375</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:7%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">6.4375</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:7%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "            <p class=\"h4\">Maximum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">227.525</td>\n",
       "        <td class=\"number\">4</td>\n",
       "        <td class=\"number\">0.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">247.5208</td>\n",
       "        <td class=\"number\">2</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">262.375</td>\n",
       "        <td class=\"number\">2</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">263.0</td>\n",
       "        <td class=\"number\">4</td>\n",
       "        <td class=\"number\">0.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">512.3292</td>\n",
       "        <td class=\"number\">3</td>\n",
       "        <td class=\"number\">0.3%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:75%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_Name\">Name<br/>\n",
       "            <small>Categorical, Unique</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-3 collapse in\" id=\"minivalues-9103419411920953783\"><table border=\"1\" class=\"dataframe example_values\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th>First 3 values</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>Hansen, Mr. Henrik Juul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Aubart, Mme. Leontine Pauline</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Abbott, Mrs. Stanton (Rosa Hunt)</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table></div>\n",
       "<div class=\"col-md-6 collapse in\" id=\"minivalues-9103419411920953783\"><table border=\"1\" class=\"dataframe example_values\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th>Last 3 values</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>Pickard, Mr. Berk (Berk Trembisky)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Goldenberg, Mrs. Samuel L (Edwiga Grabowska)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Karlsson, Mr. Nils August</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table></div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#values-9103419411920953783,#minivalues-9103419411920953783\" aria-expanded=\"false\"\n",
       "       aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"col-md-12 collapse\" id=\"values-9103419411920953783\">\n",
       "    <p class=\"h4\">First 10 values</p>\n",
       "    \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">Abbing, Mr. Anthony</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">Abbott, Mr. Rossmore Edward</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">Abbott, Mrs. Stanton (Rosa Hunt)</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">Abelson, Mr. Samuel</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">Abelson, Mrs. Samuel (Hannah Wizosky)</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "    <p class=\"h4\">Last 10 values</p>\n",
       "    \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">de Mulder, Mr. Theodore</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">de Pelsmaeker, Mr. Alfons</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">del Carlo, Mr. Sebastiano</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">van Billiard, Mr. Austin Blyler</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">van Melkebeke, Mr. Philemon</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_Parch\">Parch<br/>\n",
       "            <small>Numeric</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-6\">\n",
       "    <div class=\"row\">\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "                <tr>\n",
       "                    <th>Distinct count</th>\n",
       "                    <td>7</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Unique (%)</th>\n",
       "                    <td>0.8%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Missing (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Missing (n)</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (n)</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "\n",
       "        </div>\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "\n",
       "                <tr>\n",
       "                    <th>Mean</th>\n",
       "                    <td>0.38159</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Minimum</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Maximum</th>\n",
       "                    <td>6</td>\n",
       "                </tr>\n",
       "                <tr class=\"alert\">\n",
       "                    <th>Zeros (%)</th>\n",
       "                    <td>76.1%</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "<div class=\"col-md-3 collapse in\" id=\"minihistogram-7672409395449409996\">\n",
       "    <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAMgAAABLCAYAAAA1fMjoAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAARtJREFUeJzt3cEJwkAQQFEjlmQR9uTZnizCnta7yIcEYqK%2Bd1%2BYy2eSvew0xhgH4K3j1gPAnp22HuDV%2BXqffeZxu6wwCdggkAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBAEAkEgEAQCYXfPQC/h6WjWYoNA%2BIkN8ilzN5Ut9f1sEAgCgSAQCAKB4Cd9Z5ZcWc%2B15PLgX6/SpzHG2HoI2CufWBAEAkEgEAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBCeJpIXlS2QVCEAAAAASUVORK5CYII%3D\">\n",
       "\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#descriptives-7672409395449409996,#minihistogram-7672409395449409996\"\n",
       "       aria-expanded=\"false\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"row collapse col-md-12\" id=\"descriptives-7672409395449409996\">\n",
       "    <ul class=\"nav nav-tabs\" role=\"tablist\">\n",
       "        <li role=\"presentation\" class=\"active\"><a href=\"#quantiles-7672409395449409996\"\n",
       "                                                  aria-controls=\"quantiles-7672409395449409996\" role=\"tab\"\n",
       "                                                  data-toggle=\"tab\">Statistics</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#histogram-7672409395449409996\" aria-controls=\"histogram-7672409395449409996\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Histogram</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#common-7672409395449409996\" aria-controls=\"common-7672409395449409996\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Common Values</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#extreme-7672409395449409996\" aria-controls=\"extreme-7672409395449409996\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Extreme Values</a></li>\n",
       "\n",
       "    </ul>\n",
       "\n",
       "    <div class=\"tab-content\">\n",
       "        <div role=\"tabpanel\" class=\"tab-pane active row\" id=\"quantiles-7672409395449409996\">\n",
       "            <div class=\"col-md-4 col-md-offset-1\">\n",
       "                <p class=\"h4\">Quantile statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Minimum</th>\n",
       "                        <td>0</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>5-th percentile</th>\n",
       "                        <td>0</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q1</th>\n",
       "                        <td>0</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Median</th>\n",
       "                        <td>0</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q3</th>\n",
       "                        <td>0</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>95-th percentile</th>\n",
       "                        <td>2</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Maximum</th>\n",
       "                        <td>6</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Range</th>\n",
       "                        <td>6</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Interquartile range</th>\n",
       "                        <td>0</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "            <div class=\"col-md-4 col-md-offset-2\">\n",
       "                <p class=\"h4\">Descriptive statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Standard deviation</th>\n",
       "                        <td>0.80606</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Coef of variation</th>\n",
       "                        <td>2.1123</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Kurtosis</th>\n",
       "                        <td>9.7781</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Mean</th>\n",
       "                        <td>0.38159</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>MAD</th>\n",
       "                        <td>0.58074</td>\n",
       "                    </tr>\n",
       "                    <tr class=\"\">\n",
       "                        <th>Skewness</th>\n",
       "                        <td>2.7491</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Sum</th>\n",
       "                        <td>340</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Variance</th>\n",
       "                        <td>0.64973</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Memory size</th>\n",
       "                        <td>7.0 KiB</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-8 col-md-offset-2\" id=\"histogram-7672409395449409996\">\n",
       "            <img 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JCQ0P1xBNP6PDhw9q2bZvy8/N1//33a9SoUaqrq9OCBQt08OBBLViwQHa7XaNHj5YkZWRkaOPGjVqzZo0OHDig6dOna9iwYeratavJqwIAAP4iIANWVFSUXnnlFZ06dUoTJkxQbm6u0tPTdf/99ysqKkrLli1TSUmJ0tLSVFZWpqKiIkVEREj6MZzNnTtXhYWFysjIUPv27ZWXl2fyigAAgD8Jcp47V4bLymb73vBtWizt9H%2Bf3W74di%2BXdx8afMX3abG0U0xMpGpqfgiY8/pGoj%2Be0SPP6FHr6I9nl7NHcXG/NHR73grII1gAAABmImABAAAYjIAFAABgMAIWAACAwQhYAAAABiNgAQAAGIyABQAAYDACFgAAgMEIWAAAAAYjYAEAABiMgAUAAGAwAhYAAIDBCFgAAAAGI2ABAAAYjIAFAABgMAIWAACAwQhYAAAABiNgAQAAGIyABQAAYDACFgAAgMEIWAAAAAYjYAEAABiMgAUAAGAwAhYAAIDBCFgAAAAG87mANXHiRK1evVrff/%2B92aUAAABcFJ8LWIMGDdJLL72kIUOG6OGHH9aOHTvkdDrNLgsAAMBrPhewHnnkEX344YdaunSpgoOD9eCDD2rYsGF67rnndOTIEbPLAwAA8MhidgHnExQUpMGDB2vw4MGy2%2B1asWKFli5dqqKiIvXv31%2B///3v9S//8i9mlwkAAHBePhmwJKmqqkqbNm3Spk2b9O2336p///667bbbdOLECT3xxBPavXu3cnNzzS4TAACgBZ8LWBs3btTGjRu1a9cuxcbGavz48Xr%2B%2BefVvXt312s6deqkBQsWELAAAIBP8rmAlZubq%2BHDh6uwsFA333yz2rVreZnY1VdfrbvuusuE6gAAADzzuYD10UcfKSYmRrW1ta5wtXfvXvXu3VvBwcGSpP79%2B6t///5mlgkAAPCzfO5fEZ4%2BfVqjRo3Syy%2B/7BrLzMzUuHHjdPz48QveXmZmph5//HHX8/3792vixImyWq2aMGGC9u3b5/b6zZs3a8SIEbJarcrKytKpU6cufjEAAKBN8rmA9dRTT6lbt2669957XWNbtmxRp06dlJeXd0Hbeuedd7Rt2zbX8/r6emVmZiolJUXr1q1TUlKSpkyZovr6ekk/HinLzc3VtGnTVFxcrLq6OuXk5BizMAAA0Gb4XMD6/PPP9fjjjysuLs41Fhsbq%2BnTp%2BvTTz/1eju1tbXKz89X3759XWNbtmxRaGiopk%2Bfrh49eig3N1eRkZHaunWrJGnlypUaPXq0xo8fr%2Buuu075%2Bfnatm2bKioqjFsgAAAIeD4XsCwWi%2Brq6lqM2%2B32C7qj%2BzPPPKNx48apZ8%2BerrGysjIlJycrKChI0o/32%2Brfv79KS0td8ykpKa7Xd%2BrUSZ07d1ZZWdnFLgcAALRBPneR%2B80336z58%2Bdr8eLF%2BtWvfiVJqqioUF5enoYOHerVNnbu3KnPP/9cb7/9tubMmeMat9lsboFLkjp06KDy8nJJP957Kz4%2BvsX8iRMnLmgNVVVVstlsbmMWS0SLbV%2Bq4GCfy8etsliufL3neuRvvbpS6I9n9MgzetQ6%2BuNZIPbI5wLWjBkzdO%2B992rkyJGKjo6WJNXV1al3795eXQ/V0NCg2bNna9asWQoLC3Obs9vtCgkJcRsLCQmRw%2BGQJJ05c6bVeW8VFxeroKDAbSwrK0vZ2dkXtJ1AExMTadq%2Bo6PDTdu3P6A/ntEjz%2BhR6%2BiPZ4HUI58LWB06dND69ev1ySefqLy8XBaLRT179tRNN93kOrXXmoKCAvXp0%2Be8R7tCQ0NbhCWHw%2BEKYj83Hx5%2BYT/w9PR0paamuo1ZLBGqqfnhgrbjib8lfaPX743g4HaKjg5XXZ1dTU3NV3z/vo7%2BeEaPPKNHraM/nl3OHpn1x73PBSxJCg4O1tChQ70%2BJfiP3nnnHVVXVyspKUmSXIHpvffe09ixY1VdXe32%2Burqatepu4SEhPPO/%2BMF996Ij49vcTrQZvtejY1t%2B4Nl5vqbmprbfP9bQ388o0ee0aPW0R/PAqlHPhewbDablixZoj179ujs2bMtLmz/61//2ur7V6xYocbGRtfzZ599VpL06KOPavfu3Xr55ZfldDoVFBQkp9OpPXv26IEHHpAkWa1WlZSUKC0tTZJ0/PhxHT9%2BXFar1cglAgCAAOdzAevf//3ftW/fPt1666365S9/ecHvT0xMdHseGfnjocFu3bqpQ4cOWrRokRYsWKA77rhDq1evlt1u1%2BjRoyVJGRkZuvvuu9WvXz/17dtXCxYs0LBhw9S1a9dLXxgAAGgzfC5gffrpp1q%2BfLnb7RKMEhUVpWXLlmn27Nn6y1/%2BomuvvVZFRUWKiIiQJCUlJWnu3Ll6/vnn9d1332nw4MGaN2%2Be4XUAAIDA5nMBKyIiQh06dDBse08//bTb8xtuuEHr16//2denpaW5ThECAABcDJ/7Z2jjxo3T8uXL1dTUZHYpAAAAF8XnjmDV1tZq8%2BbN%2Btvf/qauXbu2uC/VG2%2B8YVJlAAAA3vG5gCVJY8eONbsEAACAi%2BZzASsvL8/sEgAAAC6Jz12DJf34XX4FBQV65JFH9D//8z/aunWrDh8%2BbHZZAAAAXvG5gHX06FH99re/1fr16/Xee%2B%2Bpvr5eW7Zs0YQJE1RWVmZ2eQAAAB75XMB6%2BumnNWLECH3wwQf6xS9%2BIUlavHixUlNTXXdlBwAA8GU%2BF7D27Nmje%2B%2B91%2B2LnS0Wi6ZOnar9%2B/ebWBkAAIB3fC5gNTc3q7m55Rc9/vDDDwoODjahIgAAgAvjcwFryJAhWrZsmVvIqq2t1cKFCzVo0CATKwMAAPCOzwWsxx9/XPv27dOQIUPU0NCgP/7xjxo%2BfLiOHTumGTNmmF0eAACARz53H6yEhARt2LBBmzdv1tdff63m5mZlZGRo3LhxioqKMrs8AAAAj3wuYElSeHi4Jk6caHYZAAAAF8XnAtakSZNanee7CAEAgK/zuYCVmJjo9ryxsVFHjx7Vt99%2Bq9///vcmVQUAAOA9nwtYP/ddhIWFhTpx4sQVrgYAAODC%2Bdy/Ivw548aN07vvvmt2GQAAAB75TcD64osvuNEoAADwCz53ivB8F7mfPn1a33zzje68804TKgIAALgwPhewOnfu7PY9hJL0i1/8QnfddZf%2B9V//1aSqAAAAvOdzAevpp582uwQAAIBL4nMBa/fu3V6/9sYbb7yMlQAAAFwcnwtYd999t%2BsUodPpdI3/dCwoKEhff/31lS8QAADAA58LWC%2B99JLmz5%2Bvxx57TAMGDFBISIi%2B/PJLzZ07V7fddpvGjBljdokAAACt8rnbNOTl5WnWrFkaOXKkYmJiFBkZqUGDBmnu3LlatWqVEhMTXQ8AAABf5HMBq6qq6rzhKSoqSjU1NSZUBAAAcGF8LmD169dPixcv1unTp11jtbW1WrhwoW666SYTKwMAAPCOz12D9cQTT2jSpEm6%2Beab1b17dzmdTv3Xf/2X4uLi9MYbb5hdHgAAgEc%2BF7B69OihLVu2aPPmzTp06JAk6Xe/%2B51uvfVWhYeHm1wdAACAZz4XsCSpffv2mjhxoo4dO6auXbtK%2BvFu7gAAAP7A567BcjqdevbZZ3XjjTdq7NixOnHihGbMmKHc3FydPXvW7PIAAAA88rmAtWLFCm3cuFGzZ89WSEiIJGnEiBH64IMPVFBQYHJ1AAAAnvlcwCouLtasWbOUlpbmunv7mDFjNH/%2BfL399tsmVwcAAOCZzwWsY8eOqVevXi3Gr7vuOtlsNq%2B3c/ToUd13331KSkrSsGHDtHz5ctdcRUWF7rnnHvXr109jxozRjh073N77ySefaOzYsbJarZo0aZIqKioufkEAAKDN8bmAlZiYqC%2B//LLF%2BEcffeS64N2T5uZmZWZmKiYmRuvXr9eTTz6pF198UW%2B//bacTqeysrLUsWNHrV27VuPGjdO0adNUWVkpSaqsrFRWVpbS0tL01ltvKTY2VlOnTnX7XkQAAIDW%2BNy/Irzvvvv05JNPymazyel0aufOnSouLtaKFSv0%2BOOPe7WN6upq9erVS3PmzFFUVJS6d%2B%2Bum266SSUlJerYsaMqKiq0evVqRUREqEePHtq5c6fWrl2rBx98UGvWrFGfPn00efJkST9%2Bdc/gwYP12WefaeDAgZdz6QAAIED4XMCaMGGCGhsb9eKLL%2BrMmTOaNWuWYmNj9dBDDykjI8OrbcTHx2vJkiWSfvxXiXv27NHu3bs1e/ZslZWV6frrr1dERITr9cnJySotLZUklZWVKSUlxTUXHh6u3r17q7S0lIAFAAC84nMBa/PmzRo1apTS09N16tQpOZ1OdejQ4aK3l5qaqsrKSg0fPlwjR47UU089pfj4eLfXdOjQQSdOnJAk2Wy2Vue9UVVV1eJ6MYslosV2L1VwsM%2Bd4W2VxXLl6z3XI3/r1ZVCfzyjR57Ro9bRH88CsUc%2BF7Dmzp2r//iP/1D79u0VGxt7ydt7/vnnVV1drTlz5igvL092u911%2B4dzQkJC5HA4JMnjvDeKi4tb3FIiKytL2dnZF7mKwBATE2navqOj%2BRaA1tAfz%2BiRZ/SodfTHs0Dqkc8FrO7du%2Bvbb79Vz549Ddle3759JUkNDQ169NFHNWHCBNntdrfXOBwOhYWFSZJCQ0NbhCmHw6Ho6Giv95menq7U1FS3MYslQjU1P1zMEn6WvyV9o9fvjeDgdoqODlddnV1NTc1XfP%2B%2Bjv54Ro88o0etoz%2BeXc4emfXHvc8FrOuuu06PPvqoli9fru7duys0NNRtPi8vz%2BM2qqurVVpaqhEjRrjGevbsqbNnzyouLk6HDx9u8fpzp%2B8SEhJUXV3dYv58t474OfHx8S1OB9ps36uxsW1/sMxcf1NTc5vvf2voj2f0yDN61Dr641kg9cjnDoEcOXJEycnJioyMlM1m07Fjx9we3jh27JimTZumkydPusb27dun2NhYJScn66uvvtKZM2dccyUlJbJarZIkq9WqkpIS15zdbtf%2B/ftd8wAAAJ74xBGs/Px8TZs2TREREVqxYsUlb69v377q3bu3Zs6cqZycHP3973/XwoUL9cADD2jAgAHq1KmTcnJyNHXqVH344Yfau3ev68jYhAkT9Morr6ioqEjDhw9XYWGhunTpwr8gBAAAXvOJI1ivvfZai%2BuiMjMzVVVVdVHbCw4O1tKlSxUeHq709HTl5ubq7rvv1qRJk1xzNptNaWlp2rRpkwoLC9W5c2dJUpcuXfTCCy9o7dq1uv3221VbW6vCwkLX1/YAAAB44hNHsM53l/Tdu3eroaHhoreZkJDws18O3a1bN61cufJn33vLLbfolltuueh9AwCAts0njmABAAAEEgIWAACAwXwmYHGNEwAACBQ%2BcQ2WJM2fP9/tnldnz57VwoULFRnpfoMwb%2B6DBQAAYCafCFg33nhji%2B/uS0pKUk1NjWpqakyqCgAA4OL4RMAy4t5XAAAAvsJnrsECAAAIFAQsAAAAgxGwAAAADEbAAgAAMBgBCwAAwGAELAAAAIMRsAAAAAxGwAIAADAYAQsAAMBgBCwAAACDEbAAAAAMRsACAAAwGAELAADAYAQsAAAAgxGwAAAADEbAAgAAMBgBCwAAwGAELAAAAIMRsAAAAAxGwAIAADAYAQsAAMBgBCwAAACDEbAAAAAMRsACAAAwGAELAADAYAQsAAAAgxGwAAAADBawAevkyZPKzs7WgAEDNHToUOXl5amhoUGSVFFRoXvuuUf9%2BvXTmDFjtGPHDrf3fvLJJxo7dqysVqsmTZqkiooKM5YAAAD8VEAGLKfTqezsbNntdr355pt67rnn9OGHH2rJkiVyOp3KyspSx44dtXbtWo0bN07Tpk1TZWWlJKmyslJZWVlKS0vTW2%2B9pdjYWE2dOlVOp9PkVQEAAH9hMbuAy%2BHw4cMqLS3Vxx9/rI4dO0qSsrOz9cwzz%2Bjmm29WRUWFVq9erYiICPXo0UM7d%2B7U2rVr9eCDD2rNmjXq06ePJk%2BeLEnKy8vT4MGD9dlnn2ngwIFmLgsAAPiJgDyCFRcXp%2BXLl7vC1TmnT59WWVmZrr/%2BekVERLjGk5OTVVpaKkkqKytTSkqKay48PFy9e/d2zQMAAHgSkEewoqOjNXToUNfz5uZmrVy5UoMGDZLNZlN8fLzb6zt06KATJ05Iksd5b1RVVclms7mNWSwRLbZ7qYKD/SsfWyxXvt5zPfK3Xl0p9MczeuQZPWod/fEsEHsUkAHrpxYuXKj9%2B/frrbfe0p///GeFhIS4zYeEhMjhcEiS7HZgP2I4AAAQGUlEQVR7q/PeKC4uVkFBgdtYVlaWsrOzL3IFgSEmJtK0fUdHh5u2b39AfzyjR57Ro9bRH88CqUcBH7AWLlyo119/Xc8995yuueYahYaGqra21u01DodDYWFhkqTQ0NAWYcrhcCg6Otrrfaanpys1NdVtzGKJUE3NDxe5ivPzt6Rv9Pq9ERzcTtHR4aqrs6upqfmK79/X0R/P6JFn9Kh19Mezy9kjs/64D%2BiANW/ePK1atUoLFy7UyJEjJUkJCQk6ePCg2%2Buqq6tdp%2B8SEhJUXV3dYr5Xr15e7zc%2BPr7F6UCb7Xs1NrbtD5aZ629qam7z/W8N/fGMHnlGj1pHfzwLpB751yGQC1BQUKDVq1dr8eLFuvXWW13jVqtVX331lc6cOeMaKykpkdVqdc2XlJS45ux2u/bv3%2B%2BaBwAA8CQgA9ahQ4e0dOlS/eEPf1BycrJsNpvrMWDAAHXq1Ek5OTkqLy9XUVGR9u7dq9tvv12SNGHCBO3Zs0dFRUUqLy9XTk6OunTpwi0aAACA1wIyYP31r39VU1OTXnzxRQ0ZMsTtERwcrKVLl8pmsyktLU2bNm1SYWGhOnfuLEnq0qWLXnjhBa1du1a33367amtrVVhYqKCgIJNXBQAA/EWQk1uUXxE22/eGb9Niaaf/%2B%2Bx2w7d7ubz70OArvk%2BLpZ1iYiJVU/NDwJzXNxL98YweeUaPWkd/PLucPYqL%2B6Wh2/NWQB7BAgAAMBMBCwAAwGAELAAAAIMRsAAAAAxGwAIAADAYAQsAAMBgBCwAAACDEbAAAAAMRsACAAAwGAELAADAYAQsAAAAgxGwAAAADEbAAgAAMBgBCwAAwGAELAAAAIMRsAAAAAxGwAIAADAYAQsAAMBgBCwAAACDEbAAAAAMRsACAAAwGAELAADAYAQsAAAAgxGwAAAADEbAAgAAMBgBCwAAwGAELAAAAIMRsAAAAAxGwAIAADAYAQsAAMBgFrMLQNsxesnHZpdwQd59aLDZJQAA/BRHsAAAAAxGwAIAADBYwAcsh8OhsWPHateuXa6xiooK3XPPPerXr5/GjBmjHTt2uL3nk08%2B0dixY2W1WjVp0iRVVFRc6bIBAIAfC%2BiA1dDQoIcffljl5eWuMafTqaysLHXs2FFr167VuHHjNG3aNFVWVkqSKisrlZWVpbS0NL311luKjY3V1KlT5XQ6zVoGAADwMwEbsA4ePKh/%2B7d/03//93%2B7jX/66aeqqKjQ3Llz1aNHD02ZMkX9%2BvXT2rVrJUlr1qxRnz59NHnyZP3TP/2T8vLy9Pe//12fffaZGcsAAAB%2BKGAD1meffaaBAwequLjYbbysrEzXX3%2B9IiIiXGPJyckqLS11zaekpLjmwsPD1bt3b9c8AACAJwF7m4Y777zzvOM2m03x8fFuYx06dNCJEye8mvdGVVWVbDab25jFEtFiu5cqODhg87FPsFgCv7/nfof4Xfp59MgzetQ6%2BuNZIPYoYAPWz7Hb7QoJCXEbCwkJkcPh8GreG8XFxSooKHAby8rKUnZ29kVWDTPExESaXcIVEx0dbnYJPo8eeUaPWkd/PAukHrW5gBUaGqra2lq3MYfDobCwMNf8T8OUw%2BFQdHS01/tIT09Xamqq25jFEqGamh8usurzC6Sk74uM/nn5ouDgdoqODlddnV1NTc1ml%2BOT6JFn9Kh19Mezy9kjs/5YbnMBKyEhQQcPHnQbq66udp2%2BS0hIUHV1dYv5Xr16eb2P%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%2BNruEC%2BJv/Q0kBKyfsNlsiomJUUhIiGusY8eOamhoUG1trWJjYz1uo6qqSjabzW3MYolQfHy8obUGBxP2LieLhf5eLv7UWz5nl5c//S74I3/p77nPWSB93ghYP2G3293ClSTXc4fD4dU2iouLVVBQ4DY2bdo0Pfjgg8YU%2Bb%2Bqqqr0%2B/9TrvT0dMPDW6CoqqpScXFxm%2BjR5wsu/BR2W%2BrPxeJz5llb%2Bj3ic3Z5VFVV6fXXlwdUjwInKhokNDS0RZA69zwsLMyrbaSnp2vdunVuj/T0dMNrtdlsKigoaHG0DP8fPWod/fGMHnlGj1pHfzwLxB5xBOsnEhISVFNTo8bGRlksP7bHZrMpLCxM0dHRXm0jPj4%2BYBI4AAC4cBzB%2BolevXrJYrGotLTUNVZSUqK%2BfftygTsAAPAKieEnwsPDNX78eM2ZM0d79%2B7VBx98oFdffVWTJk0yuzQAAOAngufMmTPH7CJ8zaBBg7R//34tWrRIO3fu1AMPPKAJEyaYXdZ5RUZGasCAAYqMjDS7FJ9Fj1pHfzyjR57Ro9bRH88CrUdBTqfTaXYRAAAAgYRThAAAAAYjYAEAABiMgAUAAGAwAhYAAIDBCFgAAAAGI2ABAAAYjIAFAABgMAIWAACAwQhYfqqhoUEzZ85USkqKhgwZoldffdXsknySw%2BHQ2LFjtWvXLrNL8TknT55Udna2BgwYoKFDhyovL08NDQ1ml%2BVTjh49qvvuu09JSUkaNmyYli9fbnZJPiszM1OPP/642WX4nPfff1/XXnut2yM7O9vssnyKw%2BHQk08%2BqRtvvFG/%2Bc1vtHjxYgXCPdAtZheAi5Ofn699%2B/bp9ddfV2VlpWbMmKHOnTtr1KhRZpfmMxoaGvTII4%2BovLzc7FJ8jtPpVHZ2tqKjo/Xmm2/qu%2B%2B%2B08yZM9WuXTvNmDHD7PJ8QnNzszIzM9W3b1%2BtX79eR48e1cMPP6yEhAT99re/Nbs8n/LOO%2B9o27Ztuu2228wuxeccPHhQw4cP17x581xjoaGhJlbke%2BbPn69du3bplVde0Q8//KA//elP6ty5s%2B644w6zS7skBCw/VF9frzVr1ujll19W79691bt3b5WXl%2BvNN98kYP2vgwcP6pFHHgmIv4Iuh8OHD6u0tFQff/yxOnbsKEnKzs7WM888Q8D6X9XV1erVq5fmzJmjqKgode/eXTfddJNKSkoIWP%2BgtrZW%2Bfn56tu3r9ml%2BKRDhw7pmmuuUVxcnNml%2BKTa2lqtXbtWr732mm644QZJ0uTJk1VWVub3AYtThH7owIEDamxsVFJSkmssOTlZZWVlam5uNrEy3/HZZ59p4MCBKi4uNrsUnxQXF6fly5e7wtU5p0%2BfNqki3xMfH68lS5YoKipKTqdTJSUl2r17twYMGGB2aT7lmWee0bhx49SzZ0%2BzS/FJhw4dUvfu3c0uw2eVlJQoKirK7XOVmZmpvLw8E6syBgHLD9lsNsXExCgkJMQ11rFjRzU0NKi2ttbEynzHnXfeqZkzZyo8PNzsUnxSdHS0hg4d6nre3NyslStXatCgQSZW5btSU1N15513KikpSSNHjjS7HJ%2Bxc%2BdOff7555o6darZpfgkp9OpI0eOaMeOHRo5cqRGjBihZ599Vg6Hw%2BzSfEZFRYUSExO1YcMGjRo1Sv/8z/%2BswsLCgDhYQMDyQ3a73S1cSXI954OLi7Fw4ULt379ff/rTn8wuxSc9//zzeumll/T1118HxF/WRmhoaNDs2bM1a9YshYWFmV2OT6qsrHT993rJkiWaMWOG3n77beXn55tdms%2Bor6/X0aNHtXr1auXl5WnGjBlasWKF/vznP5td2iXjGiw/FBoa2iJInXvOf%2BhwoRYuXKjXX39dzz33nK655hqzy/FJ564vamho0KOPPqrp06e3%2BCOnrSkoKFCfPn3cjoTCXWJionbt2qX27dsrKChIvXr1UnNzsx577DHl5OQoODjY7BJNZ7FYdPr0aS1atEiJiYmSfgymq1at0uTJk02u7tIQsPxQQkKCampq1NjYKIvlxx%2BhzWZTWFiYoqOjTa4O/mTevHlatWqVFi5cyKmvn6iurlZpaalGjBjhGuvZs6fOnj2r06dPKzY21sTqzPfOO%2B%2BourradS3ouT/y3nvvPX3xxRdmluZTrrrqKrfnPXr0UENDg7777rs2/zsk/Xg9aGhoqCtcSdKvf/1rHT9%2B3MSqjMEpQj/Uq1cvWSwWlZaWusZKSkrUt29ftWvHjxTeKSgo0OrVq7V48WLdeuutZpfjc44dO6Zp06bp5MmTrrF9%2B/YpNjaW/2OUtGLFCr399tvasGGDNmzYoNTUVKWmpmrDhg1ml%2BYztm/froEDB8put7vGvv76a1111VX8Dv0vq9WqhoYGHTlyxDV2%2BPBht8Dlr/h/Yz8UHh6u8ePHa86cOdq7d68%2B%2BOADvfrqq5o0aZLZpcFPHDp0SEuXLtUf/vAHJScny2azuR74Ud%2B%2BfdW7d2/NnDlTBw8e1LZt27Rw4UI98MADZpfmExITE9WtWzfXIzIyUpGRkerWrZvZpfmMpKQkhYaG6oknntDhw4e1bds25efn6/777ze7NJ9x9dVXa9iwYcrJydGBAwe0fft2FRUVKSMjw%2BzSLlmQkxsF%2BSW73a45c%2BboP//zPxUVFaX77rtP99xzj9ll%2BaRrr71Wb7zxhgYOHGh2KT6jqKhIixYtOu/cN998c4Wr8V0nT57UvHnztHPnToWHh%2Buuu%2B7SlClTFBQUZHZpPufcXdyffvppkyvxLeXl5XrqqadUWlqqyMhI3XHHHcrKyuJ36B98//33mjdvnt5//32Fh4frzjvvDIgeEbAAAAAMxilCAAAAgxGwAAAADEbAAgAAMBgBCwAAwGAELAAAAIMRsAAAAAxGwAIAADAYAQsAAMBgBCwAAACDEbAAAAAMRsACAAAwGAELAADAYAQsAAAAg/0/X6fNTHF1UkcAAAAASUVORK5CYII%3D\"/>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\" id=\"common-7672409395449409996\">\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">0</td>\n",
       "        <td class=\"number\">678</td>\n",
       "        <td class=\"number\">76.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">1</td>\n",
       "        <td class=\"number\">118</td>\n",
       "        <td class=\"number\">13.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:18%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">2</td>\n",
       "        <td class=\"number\">80</td>\n",
       "        <td class=\"number\">9.0%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:12%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">5</td>\n",
       "        <td class=\"number\">5</td>\n",
       "        <td class=\"number\">0.6%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">3</td>\n",
       "        <td class=\"number\">5</td>\n",
       "        <td class=\"number\">0.6%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">4</td>\n",
       "        <td class=\"number\">4</td>\n",
       "        <td class=\"number\">0.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">6</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\"  id=\"extreme-7672409395449409996\">\n",
       "            <p class=\"h4\">Minimum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">0</td>\n",
       "        <td class=\"number\">678</td>\n",
       "        <td class=\"number\">76.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">1</td>\n",
       "        <td class=\"number\">118</td>\n",
       "        <td class=\"number\">13.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:18%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">2</td>\n",
       "        <td class=\"number\">80</td>\n",
       "        <td class=\"number\">9.0%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:12%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">3</td>\n",
       "        <td class=\"number\">5</td>\n",
       "        <td class=\"number\">0.6%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">4</td>\n",
       "        <td class=\"number\">4</td>\n",
       "        <td class=\"number\">0.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "            <p class=\"h4\">Maximum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">2</td>\n",
       "        <td class=\"number\">80</td>\n",
       "        <td class=\"number\">9.0%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">3</td>\n",
       "        <td class=\"number\">5</td>\n",
       "        <td class=\"number\">0.6%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:7%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">4</td>\n",
       "        <td class=\"number\">4</td>\n",
       "        <td class=\"number\">0.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:5%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">5</td>\n",
       "        <td class=\"number\">5</td>\n",
       "        <td class=\"number\">0.6%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:7%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">6</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_PassengerId\">PassengerId<br/>\n",
       "            <small>Numeric</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-6\">\n",
       "    <div class=\"row\">\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "                <tr>\n",
       "                    <th>Distinct count</th>\n",
       "                    <td>891</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Unique (%)</th>\n",
       "                    <td>100.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Missing (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Missing (n)</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (n)</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "\n",
       "        </div>\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "\n",
       "                <tr>\n",
       "                    <th>Mean</th>\n",
       "                    <td>446</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Minimum</th>\n",
       "                    <td>1</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Maximum</th>\n",
       "                    <td>891</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Zeros (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "<div class=\"col-md-3 collapse in\" id=\"minihistogram7016245205937240601\">\n",
       "    <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAMgAAABLCAYAAAA1fMjoAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAAQNJREFUeJzt1sEJwkAURVEjlmQR9uQ6PVmEPX0bkAsGQoKcsx94DFxmlpmZC/DV9egBcGa3owfwv%2B7P189n3utjhyXbnS6QLZcKe/HFgiAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBsMzMHD0CzsoLAkEgEAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBAEAuEDaakM%2BHufcbcAAAAASUVORK5CYII%3D\">\n",
       "\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#descriptives7016245205937240601,#minihistogram7016245205937240601\"\n",
       "       aria-expanded=\"false\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"row collapse col-md-12\" id=\"descriptives7016245205937240601\">\n",
       "    <ul class=\"nav nav-tabs\" role=\"tablist\">\n",
       "        <li role=\"presentation\" class=\"active\"><a href=\"#quantiles7016245205937240601\"\n",
       "                                                  aria-controls=\"quantiles7016245205937240601\" role=\"tab\"\n",
       "                                                  data-toggle=\"tab\">Statistics</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#histogram7016245205937240601\" aria-controls=\"histogram7016245205937240601\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Histogram</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#common7016245205937240601\" aria-controls=\"common7016245205937240601\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Common Values</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#extreme7016245205937240601\" aria-controls=\"extreme7016245205937240601\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Extreme Values</a></li>\n",
       "\n",
       "    </ul>\n",
       "\n",
       "    <div class=\"tab-content\">\n",
       "        <div role=\"tabpanel\" class=\"tab-pane active row\" id=\"quantiles7016245205937240601\">\n",
       "            <div class=\"col-md-4 col-md-offset-1\">\n",
       "                <p class=\"h4\">Quantile statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Minimum</th>\n",
       "                        <td>1</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>5-th percentile</th>\n",
       "                        <td>45.5</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q1</th>\n",
       "                        <td>223.5</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Median</th>\n",
       "                        <td>446</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q3</th>\n",
       "                        <td>668.5</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>95-th percentile</th>\n",
       "                        <td>846.5</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Maximum</th>\n",
       "                        <td>891</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Range</th>\n",
       "                        <td>890</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Interquartile range</th>\n",
       "                        <td>445</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "            <div class=\"col-md-4 col-md-offset-2\">\n",
       "                <p class=\"h4\">Descriptive statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Standard deviation</th>\n",
       "                        <td>257.35</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Coef of variation</th>\n",
       "                        <td>0.57703</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Kurtosis</th>\n",
       "                        <td>-1.2</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Mean</th>\n",
       "                        <td>446</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>MAD</th>\n",
       "                        <td>222.75</td>\n",
       "                    </tr>\n",
       "                    <tr class=\"\">\n",
       "                        <th>Skewness</th>\n",
       "                        <td>0</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Sum</th>\n",
       "                        <td>397386</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Variance</th>\n",
       "                        <td>66231</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Memory size</th>\n",
       "                        <td>7.0 KiB</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-8 col-md-offset-2\" id=\"histogram7016245205937240601\">\n",
       "            <img 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aNNmzYoE2bNumzzz5TfX297r77bo0YMUItWrSwezwAAADnBZYkhYWFKSUlxe4xAAAAfpLjAuu%2B%2B%2B77xfv5W4QAAMBujgusuLg4v9t1dXU6fPiwvvzyS91///02TQUAAPB/HBdYP/e3CBcuXKjjx49f5mkAAAAactynCH/OiBEj9Oabb9o9BgAAQNMJrL1793KhUQAA0Cg47hThT73J/dSpU/riiy/0xz/%2B0YaJAAAA/DkusNq2bev3dwglqXnz5rrnnnv0%2B9//3qapAAAA/o/jAuvpp5%2B2ewQAAIBf5LjA2r179wU/tlevXpdwEgAAgJ/muMC69957facILcvyrf94zeVy6bPPPrv8AwIAgIDnuMBasmSJZs6cqSeeeEK9e/dWcHCwPvnkE02fPl133nmnhg0bZveIAAAgwDnuMg3Z2dnKysrS4MGDFRUVpYiICPXp00fTp0/XmjVrFBcX5/sCAACwg%2BMCq6ys7CfjqUWLFqqoqLBhIgAAAH%2BOC6yePXtq3rx5OnXqlG%2BtsrJSOTk56tu3r42TAQAAnOO492A9%2BeSTuu%2B%2B%2BzRgwAB16NBBlmXpq6%2B%2BUkxMjF588UW7xwMAAHBeYHXs2FFbtmzRpk2bdODAAUnS6NGjNXz4cIWFhdk8HQAAgAMDS5KuuOIKpaSk6JtvvlG7du0knbuaOwAAQGPguPdgWZalOXPmqFevXrrtttt0/PhxTZw4UZmZmTp79qzd4wEAADgvsFavXq3XX39dU6dOVXBwsCRp0KBB2rZtm3Jzc22eDgAAwIGBlZeXp6ysLI0cOdJ39fZhw4Zp5syZ2rhx40UfLy0tTZMmTfLdLikpUUpKijwej0aNGqXi4mJjswMAgMDguMD65ptv1KVLlwbr119/vbxe70Uda/PmzXr//fd9t6uqqpSWlqakpCTl5%2BcrPj5eY8eOVVVV1a%2BeGwAABA7HBVZcXJw%2B%2BeSTBuvbt2/3veH9QlRWVuqZZ55Rjx49fGtbtmxRSEiIJkyYoI4dOyozM1MRERHaunWrkdkBAEBgcNynCP/85z/rqaeektfrlWVZ2rVrl/Ly8rR69Wq/U33nM3v2bI0YMUJlZWW%2BtaKiIiUmJvpOPbpcLiUkJKiwsFAjR440/rMAAICmyXGBNWrUKNXV1Wnx4sU6c%2BaMsrKy1KpVK40fP1533333BR1j165d%2Bvjjj7Vx40ZNmzbNt%2B71etWpUye/x0ZHR6u0tNTkjwAAAJo4xwXWpk2bNGTIEKWmpurbb7%2BVZVmKjo6%2B4O%2BvqanR1KlTlZWVpdDQUL/7qqurfZ9M/EFwcLBqa2svasaysrIG7wdzu8MVGxt7Ucf5JUFBjju7CwDAz3K7m9bzmuMCa/r06frHP/6hK664Qq1atbro78/NzVX37t3Vv3//BveFhIQ0iKna2toGIXY%2BeXl5DS4ZkZ6eroyMjIueFwCAQBAVFWH3CEY5LrA6dOigL7/8ssGpvAu1efNmlZeXKz4%2BXpJ8QfXWW2/ptttuU3l5ud/jy8vLL/qVp9TUVCUnJ/utud3hqqg4/T/N/FOCgpopMpI/DQQAaBpMPkf%2BN7vCzXGBdf311%2Bvxxx/XihUr1KFDB4WEhPjdn52d/Yvfv3r1atXV1fluz5kzR5L0%2BOOPa/fu3Vq%2BfLksy5LL5ZJlWdqzZ48efPDBi5oxNja2QZR5vd%2Bprq7%2Boo4DAECgaGrPkY4LrEOHDikxMVGSLvq6V9K5yzz8t4iIc2Xbvn17RUdHa%2B7cuZo1a5b%2B8Ic/aO3ataqurtbQoUN//eAAACBgOCKwnnnmGY0bN07h4eFavXr1Jft3WrRooaVLl2rq1Kl65ZVXdN1112nZsmUKDw%2B/ZP8mAABoelyWZVl2D3E%2BXbp00Y4dO/w%2BLZiWlqaZM2ca/WTepeT1fmf0eG53M0VFRSgpk4ugAgCc783xN12S48bEtLwkxz0fR3wm8qcacPfu3aqpqbFhGgAAgF/miMACAABwEgILAADAMMcE1g9/HxAAAKCxc8SnCCVp5syZfte8Onv2rHJycnyXWfjB%2Ba6DBQAAcKk5IrB69erV4JpX8fHxqqioUEVFhU1TAQAA/DRHBNalvPYVAACAaY55DxYAAIBTEFgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGEVgAAACGBWRgnThxQhkZGerdu7f69%2B%2Bv7Oxs1dTUSJKOHDmiBx54QD179tSwYcO0Y8cOm6cFAABOE3CBZVmWMjIyVF1drZdfflnz58/Xu%2B%2B%2BqwULFsiyLKWnp6t169Zav369RowYoXHjxuno0aN2jw0AABzEbfcAl9vBgwdVWFioDz74QK1bt5YkZWRkaPbs2RowYICOHDmitWvXKjw8XB07dtSuXbu0fv16PfLIIzZPDgAAnCLgXsGKiYnRihUrfHH1g1OnTqmoqEhdu3ZVeHi4bz0xMVGFhYWXe0wAAOBgAfcKVmRkpPr37%2B%2B7XV9fr5deekl9%2BvSR1%2BtVbGys3%2BOjo6N1/Pjxi/o3ysrK5PV6/dbc7vAGx/41goICro0BAE2Y2920ntcCLrB%2BLCcnRyUlJVq3bp1Wrlyp4OBgv/uDg4NVW1t7UcfMy8tTbm6u31p6eroyMjJ%2B9bwAADRFUVERdo9gVEAHVk5OjlatWqX58%2Berc%2BfOCgkJUWVlpd9jamtrFRoaelHHTU1NVXJyst%2Ba2x2uiorTv3rmHwQFNVNkZJix4wEAYCeTz5H/za5wC9jAmjFjhtasWaOcnBwNHjxYktSmTRvt37/f73Hl5eUXfWovNja2wfd4vd%2Bprq7%2B1w0NAEAT1dSeI5vWCc8LlJubq7Vr12revHkaPny4b93j8ejTTz/VmTNnfGsFBQXyeDx2jAkAABwq4ALrwIEDWrRokf7yl78oMTFRXq/X99W7d29deeWVmjx5skpLS7Vs2TLt27dPd911l91jAwAABwm4U4TvvPOOvv/%2Bey1evFiLFy/2u%2B%2BLL77QokWLlJmZqZEjR6p9%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%2BweDQAAOACB9SNVVVV69dVXtXz5cnXr1k3dunVTaWmpXn75ZQILAABcEE4R/sjnn3%2Buuro6xcfH%2B9YSExNVVFSk%2Bvp6GycDAABOwStYP%2BL1ehUVFaXg4GDfWuvWrVVTU6PKykq1atXqvMcoKyuT1%2Bv1W3O7wxUbG2tszqAg2hgA0HS43U3reY3A%2BpHq6mq/uJLku11bW3tBx8jLy1Nubq7f2rhx4/TII4%2BYGVLnIm7VqhXa8v9SjYYbLk5ZWZny8vKUmso%2B2Il9aDzYi8aBfbBf08pFA0JCQhqE1A%2B3Q0NDL%2BgYqampys/P9/tKTU01OqfX61Vubm6DV8pwebEPjQP70HiwF40D%2B2A/XsH6kTZt2qiiokJ1dXVyu8/9erxer0JDQxUZGXlBx4iNjeX/GAAACGC8gvUjXbp0kdvtVmFhoW%2BtoKBAPXr0ULNm/LoAAMD5UQw/EhYWpjvuuEPTpk3Tvn37tG3bNj3//PO677777B4NAAA4RNC0adOm2T1EY9OnTx%2BVlJRo7ty52rVrlx588EGNGjXK7rEaiIiIUO/evRUREWH3KAGNfWgc2IfGg71oHNgHe7ksy7LsHgIAAKAp4RQhAACAYQQWAACAYQQWAACAYQQWAACAYQQWAACAYQQWAACAYQQWAACAYQQWAACAYQSWA9XU1GjKlClKSkpSv3799Pzzz9s9UpN04sQJZWRkqHfv3urfv7%2Bys7NVU1MjSTpy5IgeeOAB9ezZU8OGDdOOHTv8vnfnzp267bbb5PF4dN999%2BnIkSN2/AhNTlpamiZNmuS7XVJSopSUFHk8Ho0aNUrFxcV%2Bj9%2B0aZMGDRokj8ej9PR0ffvtt5d75CajtrZWTz31lHr16qUbb7xR8%2BbN0w/XqWYfLq9jx45p7NixSkhIUHJyslauXOm7j71oPAgsB3rmmWdUXFysVatWaerUqcrNzdXWrVvtHqtJsSxLGRkZqq6u1ssvv6z58%2Bfr3Xff1YIFC2RZltLT09W6dWutX79eI0aM0Lhx43T06FFJ0tGjR5Wenq6RI0dq3bp1atWqlR5%2B%2BGHxRxN%2Bnc2bN%2Bv999/33a6qqlJaWpqSkpKUn5%2Bv%2BPh4jR07VlVVVZKkffv2KTMzU%2BPGjVNeXp5OnjypyZMn2zW%2B482cOVM7d%2B7Uc889p7lz5%2BqVV15RXl4e%2B2CD8ePHKzw8XPn5%2BZoyZYoWLFigt99%2Bm71obCw4yunTp60ePXpYH374oW9t4cKF1j333GPjVE3P/v37rc6dO1ter9e3tnHjRqtfv37Wzp07rZ49e1qnT5/23Xf//fdbzz77rGVZlrVgwQK//aiqqrLi4%2BP99gwXp6KiwhowYIA1atQoa%2BLEiZZlWdarr75qJScnW/X19ZZlWVZ9fb31u9/9zlq/fr1lWZb1xBNP%2BB5rWZZ19OhR67rrrrO%2B/vrry/8DOFxFRYXVtWtX66OPPvKtLV261Jo0aRL7cJlVVlZanTt3tr744gvf2rhx46ynnnqKvWhkeAXLYT7//HPV1dUpPj7et5aYmKiioiLV19fbOFnTEhMToxUrVqh169Z%2B66dOnVJRUZG6du2q8PBw33piYqIKCwslSUVFRUpKSvLdFxYWpm7duvnux8WbPXu2RowYoU6dOvnWioqKlJiYKJfLJUlyuVxKSEj42X248sor1bZtWxUVFV3e4ZuAgoICtWjRQr179/atpaWlKTs7m324zEJDQxUWFqb8/HydPXtWBw8e1J49e9SlSxf2opEhsBzG6/UqKipKwcHBvrXWrVurpqZGlZWVNk7WtERGRqp///6%2B2/X19XrppZfUp08feb1excbG%2Bj0%2BOjpax48fl6Tz3o%2BLs2vXLn388cd6%2BOGH/dbP93suKytjHww5cuSI4uLitGHDBg0ZMkS33HKLFi5cqPr6evbhMgsJCVFWVpby8vLk8Xg0dOhQDRgwQCkpKexFI%2BO2ewBcnOrqar%2B4kuS7XVtba8dIASEnJ0clJSVat26dVq5c%2BZN78MPv/%2Bf2iP25eDU1NZo6daqysrIUGhrqd9/5fs9nzpxhHwypqqrS4cOHtXbtWmVnZ8vr9SorK0thYWHsgw0OHDiggQMHasyYMSotLdWMGTPUt29f9qKRIbAcJiQkpMF/DD/c/vETEMzIycnRqlWrNH/%2BfHXu3FkhISENXi2sra31/f5/bo8iIyMv28xNRW5urrp37%2B73auIPfu73fL59CAsLu3QDN1Fut1unTp3S3LlzFRcXJ%2BnchznWrFmj9u3bsw%2BX0a5du7Ru3Tq9//77Cg0NVY8ePXTixAktXrxY7dq1Yy8aEU4ROkybNm1UUVGhurqz/ArnAAADWUlEQVQ635rX61VoaChP4JfAjBkz9MILLygnJ0eDBw%2BWdG4PysvL/R5XXl7ue%2Bn95%2B6PiYm5PEM3IZs3b9a2bdsUHx%2Bv%2BPh4bdy4URs3blR8fDz7cBnFxMQoJCTEF1eSdM011%2BjYsWPsw2VWXFys9u3b%2B/0PddeuXXX06FH2opEhsBymS5cucrvdfm%2BYLigoUI8ePdSsGdtpUm5urtauXat58%2BZp%2BPDhvnWPx6NPP/1UZ86c8a0VFBTI4/H47i8oKPDdV11drZKSEt/9uHCrV6/Wxo0btWHDBm3YsEHJyclKTk7Whg0b5PF4tHfvXt/lLyzL0p49e352H44dO6Zjx46xD/8Dj8ejmpoaHTp0yLd28OBBxcXFsQ%2BXWWxsrA4fPuz3StTBgwd11VVXsReNTNC0adOm2T0ELlzz5s117NgxrVmzRt27d9cnn3yinJwcPfbYY%2BrYsaPd4zUZBw4c0KOPPqq0tDQNHjxYVVVVvq9OnTpp06ZNKiwsVMeOHbV%2B/Xpt3rxZs2bNUsuWLXXVVVdpzpw5CgoKUmRkpLKzs/X999/r8ccf9326BxcmMjJSv/nNb3xf27dvV3BwsO666y5dffXVWrFihY4fP662bdtq8eLF%2BvzzzzV9%2BnQ1b95crVu3VnZ2tmJiYhQUFKSsrCx17txZo0ePtvvHcpyoqCgVFxdr8%2BbN6t69uz777DM9/fTTGjNmjG6//Xb24TKKi4vTmjVrVFpaqk6dOmnv3r2aPXu2xo4dq2HDhrEXjYmd14jA/6aqqsqaMGGC1bNnT6tfv37WCy%2B8YPdITc7SpUutzp07/%2BSXZVnWV199ZY0ePdrq3r27NXz4cOuDDz7w%2B/733nvPuvXWW60bbrjBuv/%2B%2B7nOjCETJ070u45PUVGRdccdd1g9evSw7rrrLuvTTz/1e/z69eut3/72t1bPnj2t9PR069tvv73cIzcZJ0%2BetJ544gmrZ8%2BeVt%2B%2Bfa2///3vvustsQ%2BXV2lpqfXAAw9YCQkJ1qBBg6wXXniBvWiEXJbF5aUBAABM4k07AAAAhhFYAAAAhhFYAAAAhhFYAAAAhhFYAAAAhhFYAAAAhhFYAAAAhhFYAAAAhhFYAAAAhhFYAAAAhhFYAAAAhhFYAAAAhhFYAAAAhv1/RV78S3bS7q4AAAAASUVORK5CYII%3D\"/>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\" id=\"common7016245205937240601\">\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">891</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">293</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">304</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">303</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">302</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">301</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">300</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">299</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">298</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">297</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"other\">\n",
       "        <td class=\"fillremaining\">Other values (881)</td>\n",
       "        <td class=\"number\">881</td>\n",
       "        <td class=\"number\">98.9%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\"  id=\"extreme7016245205937240601\">\n",
       "            <p class=\"h4\">Minimum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">1</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">2</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">3</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">4</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">5</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "            <p class=\"h4\">Maximum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">887</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">888</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">889</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">890</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">891</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_Pclass\">Pclass<br/>\n",
       "            <small>Numeric</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-6\">\n",
       "    <div class=\"row\">\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "                <tr>\n",
       "                    <th>Distinct count</th>\n",
       "                    <td>3</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Unique (%)</th>\n",
       "                    <td>0.3%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Missing (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Missing (n)</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (n)</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "\n",
       "        </div>\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "\n",
       "                <tr>\n",
       "                    <th>Mean</th>\n",
       "                    <td>2.3086</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Minimum</th>\n",
       "                    <td>1</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Maximum</th>\n",
       "                    <td>3</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Zeros (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "<div class=\"col-md-3 collapse in\" id=\"minihistogram3708081500259184807\">\n",
       "    <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAMgAAABLCAYAAAA1fMjoAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAAQtJREFUeJzt3MEJAkEQAEEVQzIIc/JtTgZhTmMC0qAgt5xV/4X5NDOvPc7MHIC3TlsPACs7bz0A%2B3W5PT5%2B87xffzDJ92wQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCMv9rLiH3/jYDxsEgkAgLHdi/Tsn5lpsEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIx5mZrYeAVdkgEAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBAEAkEgEF7/3RGT0dEIxAAAAABJRU5ErkJggg%3D%3D\">\n",
       "\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#descriptives3708081500259184807,#minihistogram3708081500259184807\"\n",
       "       aria-expanded=\"false\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"row collapse col-md-12\" id=\"descriptives3708081500259184807\">\n",
       "    <ul class=\"nav nav-tabs\" role=\"tablist\">\n",
       "        <li role=\"presentation\" class=\"active\"><a href=\"#quantiles3708081500259184807\"\n",
       "                                                  aria-controls=\"quantiles3708081500259184807\" role=\"tab\"\n",
       "                                                  data-toggle=\"tab\">Statistics</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#histogram3708081500259184807\" aria-controls=\"histogram3708081500259184807\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Histogram</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#common3708081500259184807\" aria-controls=\"common3708081500259184807\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Common Values</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#extreme3708081500259184807\" aria-controls=\"extreme3708081500259184807\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Extreme Values</a></li>\n",
       "\n",
       "    </ul>\n",
       "\n",
       "    <div class=\"tab-content\">\n",
       "        <div role=\"tabpanel\" class=\"tab-pane active row\" id=\"quantiles3708081500259184807\">\n",
       "            <div class=\"col-md-4 col-md-offset-1\">\n",
       "                <p class=\"h4\">Quantile statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Minimum</th>\n",
       "                        <td>1</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>5-th percentile</th>\n",
       "                        <td>1</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q1</th>\n",
       "                        <td>2</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Median</th>\n",
       "                        <td>3</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q3</th>\n",
       "                        <td>3</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>95-th percentile</th>\n",
       "                        <td>3</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Maximum</th>\n",
       "                        <td>3</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Range</th>\n",
       "                        <td>2</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Interquartile range</th>\n",
       "                        <td>1</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "            <div class=\"col-md-4 col-md-offset-2\">\n",
       "                <p class=\"h4\">Descriptive statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Standard deviation</th>\n",
       "                        <td>0.83607</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Coef of variation</th>\n",
       "                        <td>0.36215</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Kurtosis</th>\n",
       "                        <td>-1.28</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Mean</th>\n",
       "                        <td>2.3086</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>MAD</th>\n",
       "                        <td>0.76197</td>\n",
       "                    </tr>\n",
       "                    <tr class=\"\">\n",
       "                        <th>Skewness</th>\n",
       "                        <td>-0.63055</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Sum</th>\n",
       "                        <td>2057</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Variance</th>\n",
       "                        <td>0.69902</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Memory size</th>\n",
       "                        <td>7.0 KiB</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-8 col-md-offset-2\" id=\"histogram3708081500259184807\">\n",
       "            <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAlgAAAGQCAYAAAByNR6YAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAIABJREFUeJzt3XtU1XW%2B//EXwoCgQ4oCo9nJkx7TyJBLaqOmOZZllgUaY5N2HS1Bz5zJVLLTxcvQaKMuQytymi7OGsnIk1lTqzrljJOm4YA52gTZBQ8im6PkjYvA5/eHp/1rh8rGPrj39%2BvzsRarxef75cv75fZjL797sw0xxhgBAADAmnaBHgAAAMBtKFgAAACWUbAAAAAso2ABAABYRsECAACwjIIFAABgGQULAADAMgoWAACAZRQsAAAAyyhYAAAAllGwAAAALKNgAQAAWEbBAgAAsIyCBQAAYBkFCwAAwDIKFgAAgGUULAAAAMsoWAAAAJZRsAAAACyjYAEAAFhGwQIAALCMggUAAGAZBQsAAMAyChYAAIBlFCwAAADLKFgAAACWUbAAAAAso2ABAABYRsECAACwjIIFAABgGQULAADAMgoWAACAZRQsAAAAyyhYAAAAllGwAAAALKNgAQAAWEbBAgAAsIyCBQAAYBkFCwAAwLKwQA9wrvB4Dlu/Zrt2IYqJ6aADB46qqclYv36guDWX5N5sbs0lkc2J3JpLcm%2B2tswVG/tjq9fzF3ewHKxduxCFhISoXbuQQI9ilVtzSe7N5tZcEtmcyK25JPdmc2MuChYAAIBlFCwAAADLXFuw3nnnHV188cU%2BHzNmzJAk7dq1SxMmTFBiYqLS09O1c%2BdOn6/dsGGDRo0apcTERGVmZurAgQOBiAAAABzKtQWrtLRUV111lTZt2uT9WLBggY4dO6YpU6YoNTVVr776qpKSkjR16lQdO3ZMkrRjxw7NnTtXWVlZys/P16FDh5SdnR3gNAAAwElcW7A%2B//xz9enTR7Gxsd6P6Ohovfnmm4qIiNCsWbPUq1cvzZ07Vx06dNBbb70lSVq9erWuu%2B463XTTTerbt68WLVqkjRs3qqysLMCJAACAU7i6YPXs2bPZenFxsVJSUhQScuInFUJCQpScnKyioiLv8dTUVO/53bp1U/fu3VVcXHxW5gYAAM7nyoJljNEXX3yhTZs2afTo0Ro1apSeeOIJ1dfXy%2BPxKC4uzuf8Ll26qKKiQpJUWVl52uMAAAAtceUbjZaXl6umpkbh4eFatmyZ9u7dqwULFqi2tta7/l3h4eGqr6%2BXJNXW1p72uD8qKyvl8Xh81sLCopoVtx8qNLSdz3/dwq25JPdmc2suiWxO5NZcknuzuTGXKwvW%2Beefr48%2B%2BkjnnXeeQkJC1K9fPzU1NemBBx7QwIEDm5Wl%2Bvp6tW/fXpIUERFx0uORkZF%2Bf//8/Hzl5ub6rGVmZnp/itG26Gj/Z3MSt%2BaS3JvNrbkksjmRW3NJ7s3mplyuLFiS1KlTJ5/Pe/Xqpbq6OsXGxqqqqsrnWFVVlffuUnx8/EmPx8bG%2Bv29MzIyNHLkSJ%2B1sLAoHTx4tDURWhQa2k7R0ZE6dKhGjY1NVq8dSG7NJbk3m1tzSWRzIrfmktybrS1zde7cwer1/OXKgvXXv/5VM2fO1AcffOC987R792516tRJKSkpevbZZ2WMUUhIiIwx2r59u%2B69915JUmJiogoLC5WWliZJ2rdvn/bt26fExES/v39cXFyzpwM9nsNqaGibzdDY2NRm1w4kt%2BaS3JvNrbkksjmRW3NJ7s3mplzuebLzO5KSkhQREaGHHnpIe/bs0caNG7Vo0SLdc889uvbaa3Xo0CEtXLhQpaWlWrhwoWpqanTddddJkiZOnKjXXntNa9eu1aeffqpZs2ZpxIgRuuCCCwKcCgAAOIUrC1bHjh31%2B9//XgcOHFB6errmzp2rjIwM3XPPPerYsaOeeeYZ712q4uJi5eXlKSoqStKJcjZv3jytWLFCEydO1HnnnaecnJwAJwIAAE4SYowxgR7iXODxHLZ%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%2Ba5duzRhwgQlJiYqPT1dO3fu9Dl/w4YNGjVqlBITE5WZmakDBw6c7ZEBAIDDubpgvfHGG9q4caP382PHjmnKlClKTU3Vq6%2B%2BqqSkJE2dOlXHjh2TJO3YsUNz585VVlaW8vPzdejQIWVnZwdqfAAA4FCuLVjV1dVatGiR%2Bvfv71178803FRERoVmzZqlXr16aO3euOnTooLfeekuStHr1al133XW66aab1LdvXy1atEgbN25UWVlZoGIAAAAHcm3B%2Bu1vf6tx48apd%2B/e3rXi4mKlpKQoJCREkhQSEqLk5GQVFRV5j6empnrP79atm7p3767i4uKzOzwAAHA0VxaszZs36%2BOPP9a0adN81j0ej%2BLi4nzWunTpooqKCklSZWXlaY8DAAD4IyzQA9hWV1enRx55RA8//LDat2/vc6ympkbh4eE%2Ba%2BHh4aqvr5ck1dbWnva4vyorK%2BXxeHzWwsKimpW3Hyo0tJ3Pf93Crbkk92Zzay6JbE7k1lySu7NJ7srluoKVm5urSy%2B9VMOGDWt2LCIiollZqq%2Bv9xaxUx2PjIxs1Qz5%2BfnKzc31WcvMzNSMGTNadR1/RUe3bj6ncGsuyb3Z3JpLIpsTuTWX5N5sbsrluoL1xhtvqKqqSklJSZLkLUxvv/22xo4dq6qqKp/zq6qqvHeW4uPjT3o8Nja2VTNkZGRo5MiRPmthYVE6ePBoq67TktDQdoqOjtShQzVqbGyyeu1Acmsuyb3Z3JpLIpsTuTWX5O5sktokV%2BfOHaxez1%2BuK1gvvfSSGhoavJ8/8cQTkqSZM2dq27ZtevbZZ2WMUUhIiIwx2r59u%2B69915JUmJiogoLC5WWliZJ2rdvn/bt26fExMRWzRAXF9fs6UCP57AaGtpmMzQ2NrXZtQPJrbkk92Zzay6JbE7k1lySe7O5KZfrCtb555/v83mHDiea64UXXqguXbrod7/7nRYuXKif//znWrNmjWpqanTddddJkiZOnKhJkyZpwIAB6t%2B/vxYuXKgRI0boggsuOOs5AACAc7nn1WR%2B6Nixo5555hnvXari4mLl5eUpKipKkpSUlKR58%2BZpxYoVmjhxos477zzl5OQEeGoAAOA0rruD9X2PP/64z%2BeXXXaZ1q1bd8rz09LSvE8RAgAAnIlz6g4WAADA2UDBAgAAsIyCBQAAYBkFCwAAwDIKFgAAgGUULAAAAMsoWAAAAJZRsAAAACyjYAEAAFhGwQIAALCMggUAAGAZBQsAAMAyChYAAIBlFCwAAADLKFgAAACWUbAAAAAso2ABAABYRsECAACwjIIFAABgGQULAADAMgoWAACAZRQsAAAAyyhYAAAAllGwAAAALKNgAQAAWEbBAgAAsIyCBQAAYBkFCwAAwDIKFgAAgGUULAAAAMsoWAAAAJZRsAAAACyjYAEAAFhGwQIAALCMggUAAGAZBQsAAMAyChYAAIBlFCwAAADLKFgAAACWUbAAAAAso2ABAABYRsECAACwjIIFAABgGQULAADAMgoWAACAZRQsAAAAyyhYAAAAllGwAAAALKNgAQAAWBZ0BWvChAlas2aNDh8%2BHOhRAAAAzkjQFazBgwfr6aef1tChQ/XrX/9amzZtkjGm1df56quvdPfddyspKUkjRozQqlWrvMfKysp0xx13aMCAARozZow2bdrk87Uffvihxo4dq8TERE2ePFllZWU/OBcAADh3BF3Buv/%2B%2B/X%2B%2B%2B9r5cqVCg0N1fTp0zVixAgtXbpUX3zxhV/XaGpq0pQpU9S5c2etW7dOjz32mJ566im9/vrrMsYoMzNTXbt2VUFBgcaNG6esrCyVl5dLksrLy5WZmam0tDS98soriomJ0bRp086o5AEAgHNTWKAHOJmQkBANGTJEQ4YMUU1NjV566SWtXLlSeXl5Sk5O1u23365rrrnmlF9fVVWlfv366dFHH1XHjh3Vs2dPXXHFFSosLFTXrl1VVlamNWvWKCoqSr169dLmzZtVUFCg6dOna%2B3atbr00kt11113SZJycnI0ZMgQbd26VYMGDTpbvwQAAMDBgrJgSVJlZaXWr1%2Bv9evX67PPPlNycrJuvvlmVVRU6KGHHtK2bds0d%2B7ck35tXFycli1bJkkyxmj79u3atm2bHnnkERUXF%2BuSSy5RVFSU9/yUlBQVFRVJkoqLi5Wamuo9FhkZqYSEBBUVFVGwAACAX4KuYL322mt67bXX9NFHHykmJkY33XSTli9frp49e3rP6datmxYuXHjKgvVdI0eOVHl5ua666iqNHj1av/nNbxQXF%2BdzTpcuXVRRUSFJ8ng8pz0OAADQkqArWHPnztVVV12lFStW6Morr1S7ds1fJnbRRRfptttu8%2Bt6y5cvV1VVlR599FHl5OSopqZG4eHhPueEh4ervr5eklo87o/Kykp5PB6ftbCwqGbF7YcKDW3n81%2B3cGsuyb3Z3JpLIpsTuTWX5O5skrtyBV3B%2Bstf/qLOnTururraW6527NihhIQEhYaGSpKSk5OVnJzs1/X69%2B8vSaqrq9PMmTOVnp6umpoan3Pq6%2BvVvn17SVJERESzMlVfX6/o6Gi/M%2BTn5ys3N9dnLTMzUzNmzPD7Gq0RHR3ZJtcNNLfmktybza25JLI5kVtzSe7N5qZcQVewjhw5ookTJ%2BpnP/uZZs2aJUmaMmWKunbtqmeffVbdunVr8RpVVVUqKirSqFGjvGu9e/fW8ePHFRsbqz179jQ7/9u7S/Hx8aqqqmp2vF%2B/fn5nyMjI0MiRI33WwsKidPDgUb%2Bv4Y/Q0HaKjo7UoUM1amxssnrtQHJrLsm92dyaSyKbE7k1l%2BTubJLaJFfnzh2sXs9fQVewfvOb3%2BjCCy/UnXfe6V178803NXv2bOXk5Gj58uUtXmPv3r3KysrSxo0bFR8fL0nauXOnYmJilJKSoueee061tbXeu1aFhYVKSUmRJCUmJqqwsNB7rZqaGu3atUtZWVl%2BZ4iLi2v2dKDHc1gNDW2zGRobm9rs2oHk1lySe7O5NZdENidyay7JvdnclCvonuz8%2BOOPNWfOHMXGxnrXYmJiNGvWLG3ZssWva/Tv318JCQl68MEHVVpaqo0bN2rx4sW69957NXDgQHXr1k3Z2dkqKSlRXl6eduzYofHjx0uS0tPTtX37duXl5amkpETZ2dnq0aMHP0EIAAD8FnQFKywsTIcOHWq2XlNT4/ebfYaGhmrlypWKjIxURkaG5s6dq0mTJmny5MneYx6PR2lpaVq/fr1WrFih7t27S5J69OihJ598UgUFBRo/fryqq6u1YsUKhYSEWM0JAADcK%2BieIrzyyiu1YMECLVmyRP/yL/8i6cQ/bZOTk6Nhw4b5fZ34%2BPhmLzT/1oUXXqjVq1ef8muHDx%2Bu4cOHt25wAACA/xN0BWv27Nm68847NXr0aO9P7h06dEgJCQnKzs4O8HQAAAAtC7qC1aVLF61bt04ffvihSkpKFBYWpt69e%2BuKK67gaToAAOAIQVewpBOvoRo2bFirnhIEAAAIFkFXsDwej5YtW6bt27fr%2BPHjzV7Y/t577wVoMgAAAP8EXcH6z//8T%2B3cuVPXX3%2B9fvzjHwd6HAAAgFYLuoK1ZcsWrVq1SqmpqYEeBQAA4IwE3ftgRUVFqUuXLoEeAwAA4IwFXcEaN26cVq1apcbGxkCPAgAAcEaC7inC6upqbdiwQR988IEuuOAChYeH%2Bxx/8cUXAzQZAACAf4KuYEnS2LFjAz0CAADAGQu6gpWTkxPoEQAAAH6QoHsNliRVVlYqNzdX999/v/73f/9Xb731lvbs2RPosQAAAPwSdAXrq6%2B%2B0g033KB169bp7bff1rFjx/Tmm28qPT1dxcXFgR4PAACgRUFXsB5//HGNGjVK7777rn70ox9JkpYsWaKRI0fqiSeeCPB0AAAALQu6grV9%2B3bdeeedPv%2Bwc1hYmKZNm6Zdu3YFcDIAAAD/BF3BampqUlNTU7P1o0ePKjQ0NAATAQAAtE7QFayhQ4fqmWee8SlZ1dXVWrx4sQYPHhzAyQAAAPwTdAVrzpw52rlzp4YOHaq6ujrdd999uuqqq7R3717Nnj070OMBAAC0KOjeBys%2BPl7/9V//pQ0bNmj37t1qamrSxIkTNW7cOHXs2DHQ4wEAALQo6AqWJEVGRmrChAmBHgMAAOCMBF3Bmjx58mmP828RAgCAYBd0Bev888/3%2BbyhoUFfffWVPvvsM91%2B%2B%2B0BmgoAAMB/QVewTvVvEa5YsUIVFRVneRoAAIDWC7qfIjyVcePG6c9//nOgxwAAAGiRYwrW3//%2Bd95oFAAAOELQPUV4she5HzlyRP/85z916623BmAiAACA1gm6gtW9e3eff4dQkn70ox/ptttu04033higqQAAAPwXdAXr8ccfD/QIAAAAP0jQFaxt27b5fe7ll1/ehpMAAACcmaArWJMmTfI%2BRWiM8a5/fy0kJES7d%2B8%2B%2BwMCAAC0IOgK1tNPP60FCxbogQce0MCBAxUeHq5PPvlE8%2BbN080336wxY8YEekQAAIDTCrq3acjJydHDDz%2Bs0aNHq3PnzurQoYMGDx6sefPm6U9/%2BpPOP/987wcAAEAwCrqCVVlZedLy1LFjRx08eDAAEwEAALRO0BWsAQMGaMmSJTpy5Ih3rbq6WosXL9YVV1wRwMkAAAD8E3SvwXrooYc0efJkXXnllerZs6eMMfryyy8VGxurF198MdDjAQAAtCjoClavXr305ptvasOGDfr8888lSb/4xS90/fXXKzIyMsDTAQAAtCzoCpYknXfeeZowYYL27t2rCy64QNKJd3MHAABwgqB7DZYxRk888YQuv/xyjR07VhUVFZo9e7bmzp2r48ePB3o8AACAFgVdwXrppZf02muv6ZFHHlF4eLgkadSoUXr33XeVm5sb4OkAAABaFnQFKz8/Xw8//LDS0tK8794%2BZswYLViwQK%2B//nqApwMAAGhZ0BWsvXv3ql%2B/fs3W%2B/btK4/HE4CJAAAAWifoCtb555%2BvTz75pNn6X/7yF%2B8L3gEAAIJZ0P0U4d13363HHntMHo9Hxhht3rxZ%2Bfn5eumllzRnzpxAjwcAANCioCtY6enpamho0FNPPaXa2lo9/PDDiomJ0a9%2B9StNnDgx0OMBAAC0KOgK1oYNG3TttdcqIyNDBw4ckDFGXbp0CfRYAAAAfgu612DNmzfP%2B2L2mJgYyhUAAHCcoLuD1bNnT3322Wfq3bt3oEdxhNS5bwV6BL/9%2BVdDAj0CAABnRdAVrL59%2B2rmzJlatWqVevbsqYiICJ/jOTk5AZoMAADAP0FXsL744gulpKRIEu97BQAAHCkoCtaiRYuUlZWlqKgovfTSS4EeBwAA4AcJihe5/%2BEPf1BNTY3P2pQpU1RZWXnG19y/f79mzJihgQMHatiwYcrJyVFdXZ0kqaysTHfccYcGDBigMWPGaNOmTT5f%2B%2BGHH2rs2LFKTEzU5MmTVVZWdsZzAACAc09QFCxjTLO1bdu2eQvRmVxvxowZqqmp0R//%2BEctXbpU77//vpYtWyZjjDIzM9W1a1cVFBRo3LhxysrKUnl5uSSpvLxcmZmZSktL0yuvvKKYmBhNmzbtpDMCAACcTFA8RWjbnj17VFRUpL/97W/q2rWrJGnGjBn67W9/qyuvvFJlZWVas2aNoqKi1KtXL23evFkFBQWaPn261q5dq0svvVR33XWXpBMvqh8yZIi2bt2qQYMGBTIWAABwiKC4g2VbbGysVq1a5S1X3zpy5IiKi4t1ySWXKCoqyruekpKioqIiSVJxcbFSU1O9xyIjI5WQkOA9DgAA0JKgKVghISHWrhUdHa1hw4Z5P29qatLq1as1ePBgeTwexcXF%2BZzfpUsXVVRUSFKLxwEAAFoSNE8RLliwwOc9r44fP67FixerQ4cOPuedyftgLV68WLt27dIrr7yi559/XuHh4T7Hw8PDVV9fL0mqqak57XF/VFZWNnuLibCwqGbF7YcKDQ2afuyXsDD/5v02l9Py%2BcOt2dyaSyKbE7k1l%2BTubJK7cgVFwbr88subFZKkpCQdPHhQBw8e/EHXXrx4sV544QUtXbpUffr0UUREhKqrq33Oqa%2BvV/v27SVJERERzcpUfX29oqOj/f6e%2Bfn5ys3N9VnLzMzUjBkzzjCFO3Tu3KHlk74jOjqyjSYJPLdmc2suiWxO5NZcknuzuSlXUBSstnrvq/nz5%2BtPf/qTFi9erNGjR0uS4uPjVVpa6nNeVVWV9%2B5SfHy8qqqqmh3v16%2Bf3983IyNDI0eO9FkLC4vSwYNHzyTGKTmt6fubPzS0naKjI3XoUI0aG5vaeKqzy63Z3JpLIpsTuTWX5O5sktokV2v/cm9LUBSstpCbm6s1a9ZoyZIluvbaa73riYmJysvLU21trfeuVWFhoffd4xMTE1VYWOg9v6amRrt27VJWVpbf3zsuLq7Z04Eez2E1NLhvM7RGa/M3Nja59tfMrdncmksimxO5NZfk3mxuyuWsWyB%2B%2Bvzzz7Vy5Ur98pe/VEpKijwej/dj4MCB6tatm7Kzs1VSUqK8vDzt2LFD48ePlySlp6dr%2B/btysvLU0lJibKzs9WjRw/eogEAAPjNlQXrvffeU2Njo5566ikNHTrU5yM0NFQrV66Ux%2BNRWlqa1q9frxUrVqh79%2B6SpB49eujJJ59UQUGBxo8fr%2Brqaq1YscLqTzkCAAB3c%2BVThFOmTNGUKVNOefzCCy/U6tWrT3l8%2BPDhGj58eFuMBgAAzgGuvIMFAAAQSBQsAAAAyyhYAAAAllGwAAAALHPli9wBwKbUuW8FeoRW%2BfOvhgR6BOCcxx0sAAAAyyhYAAAAllGwAAAALKNgAQAAWEbBAgAAsIyCBQAAYBkFCwAAwDIKFgAAgGUULAAAAMsoWAAAAJZRsAAAACyjYAEAAFhGwQIAALCMggUAAGAZBQsAAMAyChYAAIBlFCwAAADLKFgAAACWUbAAAAAso2ABAABYRsECAACwjIIFAABgGQULAADAMgoWAACAZRQsAAAAyyhYAAAAllGwAAAALKNgAQAAWEbBAgAAsIyCBQAAYBkFCwAAwDIKFgAAgGUULAAAAMsoWAAAAJZRsAAAACyjYAEAAFhGwQIAALCMggUAAGAZBQsAAMAyChYAAIBlFCwAAADLKFgAAACWUbAAAAAso2ABAABYRsECAACwzPUFq76%2BXmPHjtVHH33kXSsrK9Mdd9yhAQMGaMyYMdq0aZPP13z44YcaO3asEhMTNXnyZJWVlZ3tsQEAgIO5umDV1dXp17/%2BtUpKSrxrxhhlZmaqa9euKigo0Lhx45SVlaXy8nJJUnl5uTIzM5WWlqZXXnlFMTExmjZtmowxgYoBAAAcxrUFq7S0VLfccou%2B/vprn/UtW7aorKxM8%2BbNU69evTR16lQNGDBABQUFkqS1a9fq0ksv1V133aV/%2B7d/U05Ojv7nf/5HW7duDUQMAADgQK4tWFu3btWgQYOUn5/vs15cXKxLLrlEUVFR3rWUlBQVFRV5j6empnqPRUZGKiEhwXscAACgJWGBHqCt3HrrrSdd93g8iouL81nr0qWLKioq/DoOAADQEtcWrFOpqalReHi4z1p4eLjq6%2Bv9Ou6PyspKeTwen7WwsKhmxe2HCg111g3IsDD/5v02l9Py%2BcOt2dyaS3JmpnN9r7k1l%2BTubJK7cp1zBSsiIkLV1dU%2Ba/X19Wrfvr33%2BPfLVH19vaKjo/3%2BHvn5%2BcrNzfVZy8zM1IwZM85wanfo3LlDq86Pjo5so0kCz63Z3JrLadhrJ7g1l%2BTebG7Kdc4VrPj4eJWWlvqsVVVVee8uxcfHq6qqqtnxfv36%2Bf09MjIyNHLkSJ%2B1sLAoHTx49AynPjmnNX1/84eGtlN0dKQOHapRY2NTG091drk1m1tzSc7bZxJ7za25JHdnk9QmuVr7Fw5bzrmClZiYqLy8PNXW1nrvWhUWFiolJcV7vLCw0Ht%2BTU2Ndu3apaysLL%2B/R1xcXLOnAz2ew2pocN9maI3W5m9sbHLtr5lbs7k1l9Ow105way7JvdnclMt5fzX7gQYOHKhu3bopOztbJSUlysvL044dOzR%2B/HhJUnp6urZv3668vDyVlJQoOztbPXr00KBBgwI8OQAAcIpzrmCFhoZq5cqV8ng8SktL0/r167VixQp1795dktSjRw89%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%2Bq5554L9EgAAMBBwgI9QDBatGiRdu7cqRdeeEHl5eWaPXu2unfvrmuvvTbQowEAAAegYH3PsWPHtHbtWj377LNKSEhQQkKCSkpK9Mc//pGCBQAA/MJThN/z6aefqqGhQUlJSd61lJQUFRcXq6mpKYCTAQAAp%2BAO1vd4PB517txZ4eHh3rWuXbuqrq5O1dXViomJafEalZWV8ng8PmthYVGKi4uzOmtoqLP6cViYf/N%2Bm8tp%2Bfzh1mxuzSU5M9O5vtfcmktydzbJXbkoWN9TU1PjU64keT%2Bvr6/36xr5%2BfnKzc31WcvKytL06dPtDPl/KisrdftPSpSRkWG9vAVSZWWlXnhhletySe7N5tZcknv3meTex82tuaTWZ/t4oTNe2lJZWaknn3zSVY%2BZe6qiJREREc2K1Left2/f3q9rZGRk6NVXX/X5yMjIsD6rx%2BNRbm5us7tlTufWXJJ7s7k1l0Q2J3JrLsm92dyYiztY3xMfH6%2BDBw%2BqoaFBYWEnfnk8Ho/at2%2Bv6Ohov64RFxfnmgYOAABajztY39OvXz%2BFhYWpqKjIu1ZYWKj%2B/furXTt%2BuQAAQMtoDN8TGRmpm266SY8%2B%2Bqh27Nihd999V88995wmT54c6NEAAIBDhD766KOPBnqIYDN48GDt2rVLv/vd77R582bde%2B%2B9Sk9PD/RYJ9WhQwcNHDhQHTp0CPQoVrk1l%2BTebG7NJZHNidyaS3JvNrflCjHGmEAPAQAA4CY8RQgAAGAZBQsAAMAyChYAAIBlFCwAAADLKFgAAACWUbAAAAAso2ABAABYRsECAACwjIIVpOrr6zV27Fh99NFHpzxn165dmjBhghITE5Wenq6dO3f6HN%2BwYYNGjRqlxMREZWZm6sCBA209dov8yfXBBx9o3LhxSkpK0g033KD33nvP53hqaqouvvhin4%2BjR4%2B29egt8ifbfffd12z2999/33v8%2Beef17Bhw5SUlKQHH3xQNTU1Z2P0FrWUbdKkSc1yXXzxxcrOzpYkffPNN82ODRo06GxG8LF//37NmDFDAwcO1LBhw5STk6O6urqTnuukfdaaXE7bZ63J5rR95m82p%2B2zr776SnfffbeSkpI0YsQIrVq16pTnOmmf%2Bc0g6NTW1prMzEzTp08fs2XLlpOec/ToUTNkyBDz%2BOOPm9LSUjN//nzz05/%2B1Bw9etQYY0xxcbG57LLLzLp168zu3bvNbbfdZqZMmXI2YzTjT67du3ebhIQE88ILL5gvv/zSrF692iQkJJjdu3cbY4ypqKgwffr0MV9//bWprKz0fjQ1NZ3NKM34k80YY66%2B%2Bmrz2muv%2BcxeV1dnjDHmrbfeMikpKea///u/TXFxsRkzZox57LHHzlaEU/In28GDB30yvfPOOyYhIcHs2LHDGGPMxx9/bAYOHOhzTlVV1dmM4dXU1GRuueUWc88995jPPvvMbNu2zVx99dXm8ccfb3auk/ZZa3I5bZ%2B1JpsxztpnrcnmpH3W2NhorrnmGnP//febL774wnzwwQcmOTnZrF%2B/vtm5TtpnrUHBCjIlJSXmxhtvNDfccMNp/4e2du1aM3LkSO8feE1NTebqq682BQUFxhhjHnjgATN79mzv%2BeXl5ebiiy82X3/9dduHOAl/cy1evNjcfffdPmt33XWXWbJkiTHGmL/97W9myJAhbT5va/ibra6uzvTr18/s2bPnpMdvvfVWs3z5cu/n27ZtM5dddpk5duxYm8ztD3%2BzfVdDQ4MZM2aMWbp0qXft5ZdfNhkZGW05qt9KS0tNnz59jMfj8a69/vrrZujQoc3OddI%2Ba00up%2B2z1mRz2j5rTbbvCvZ9tn//fvPv//7v5vDhw961zMxM88gjjzQ710n7rDV4ijDIbN26VYMGDVJ%2Bfv5pzysuLlZKSopCQkIkSSEhIUpOTlZRUZH3eGpqqvf8bt26qXv37iouLm674U/D31w333yzZs6c2Wz98OHDkqTS0lL967/%2Ba5vMeKb8zbZnzx6FhIToggsuaHassbFRn3zyic9jNmDAAB0/flyffvqp9Zn95W%2B273r11Vf1zTff6Je//KV3rbS0VD179myDCVsvNjZWq1atUteuXX3Wjxw50uxcJ%2B2z1uRy2j5rTTan7bPWZPuuYN9ncXFxWrZsmTp27ChjjAoLC7Vt2zYNHDiw2blO2metERboAeDr1ltv9es8j8ej3r17%2B6x16dJFJSUlkqTKykrFxcU1O15RUWFn0FbyN1evXr18Pi8pKdHmzZv185//XJL0%2Beefq6amRpMmTdIXX3yhfv366cEHHwzo/wz8zbZnzx517NhRs2bN0tatW/WTn/xE06dP1/Dhw3Xo0CHV1dX5PGZhYWHq1KlTwB4zyf9s3zLGaNWqVZo8ebI6dOjgXf/888/V0NCg8ePHa//%2B/UpNTVV2dnaz36NnQ3R0tIYNG%2Bb9vKmpSatXr9bgwYObneukfdaaXE7bZ63J5rR91pps33LCPvuukSNHqry8XFdddZVGjx7d7LiT9llrcAfLoWpqahQeHu6zFh4ervr6eklSbW3taY87wYEDBzR9%2BnQlJyfrZz/7maQTf3h%2B8803uu%2B%2B%2B7Ry5Uq1b99ed9xxR4t/2wsGe/bsUW1trYYOHapVq1Zp%2BPDhuu%2B%2B%2B/TJJ5%2BotrZWkhz/mH300UeqqKjQLbfc4rO%2BZ88eHTlyRNnZ2Vq6dKkqKyt17733qrGxMUCT/n%2BLFy/Wrl279B//8R/Njjl5n50u13c5cZ%2BdLpvT95k/j5vT9tny5cv19NNPa/fu3crJyWl23Mn77HS4g%2BVQERERzX5z1dfXq3379qc9HhkZedZm/CGqqqp05513yhij5cuXq127E38X%2BP3vf6/jx497/9b2xBNPaPjw4Xr//fd1ww03BHLkFk2bNk2TJk3SeeedJ0nq27ev/vGPf%2Bjll1/2/mHq5MdMkt5%2B%2B21deeWV6tSpk8/6G2%2B8oZCQEO/vz%2BXLl2vo0KEqLi5WcnJyIEaVdOJ/Zi%2B88IKWLl2qPn36NDvu1H3WUq5vOXGftZTNyfvM38fNafusf//%2BkqS6ujrNnDlTs2bN8ilMTt1nLeEOlkPFx8erqqrKZ62qqsp7G/VUx2NjY8/ajGdq//79%2BsUvfqH6%2Bnq9%2BOKLiomJ8R4LDw/3uSUeERGhHj16aP/%2B/YEYtVXatWvn/UP/WxdddJH279%2BvTp06KSIiwucxa2hoUHV1tSMes2/99a9/9d4F%2Ba7IyEjvH5bSidv7nTp1CujjNn/%2BfP3hD3/Q4sWLT/q0heTMfeZPLsmZ%2B8yfbE7dZ/4%2BbpIz9llVVZXeffddn7XevXvr%2BPHjze6EOnGf%2BYOC5VCJiYn6%2B9//LmOMpBPPyW/fvl2JiYne44WFhd7z9%2B3bp3379nmPB6tjx47pnnvuUbt27bR69WrFx8d7jxljNGrUKL366qs%2B53/11Ve66KKLAjFuq8yZM8f7fjXf%2BvTTT3XRRRepXbt26t%2B/v89jVlRUpLCwMPXt2/dsj3pGDhw4oLKyMqWkpPisHzlyRJdffrm2bNniXdu/f78OHjwYsMctNzdXa9as0ZIlS3T99def8jyn7TN/czlxn/mbzYn7zN9sknP22d69e5WVleVT7nbu3KmYmBifMi85b5/5LSA/uwi/fP/H4isrK01NTY0xxpjDhw%2BbwYMHm/nz55uSkhIzf/58M2TIEO/7hmzfvt0kJCSYl19%2B2fu%2BIVOnTg1Iju87Xa4lS5aYyy67zBQXF/u8l8uhQ4eMMcbMnz/fjBgxwmzZssV89tlnJjMz04wdO9Y0NDQEJMv3nS7b22%2B/bRISEsy6devMl19%2BaZ588klz2WWXmbKyMmOMMRs2bDDJycnmnXfeMcXFxeb666838%2BfPD0iOkzldNmOM2bJli%2Bnfv/9J3ytp6tSp5sYbbzTFxcVm586dZuLEieaee%2B45K3N/X2lpqenXr59ZunSpz%2B%2BxyspKY4xz91lrcjltn7Umm9P2WWuyGeOcfdbQ0GDS0tLMXXfdZUpKSswHH3xgfvrTn5rnn3/eGOPcfdYaFKwg9v3/ofXp08f7viDGnHjztZtuusn079/fjB8/3vzjH//w%2BfqCggIzfPhwM2DAAJOZmWkOHDhw1mY/ndPlGj16tOnTp0%2Bzj2/fA6W2ttbk5OSYIUOGmMTERDN16lRTXl4ekBwn09Jj9vLLL5trrrnGXHrppebmm282W7du9fn6Z555xlxxxRUmJSXFZGdnm9ra2rM2e0tayvbGG2%2Bc8r2TqqurzZw5c8ygQYNMUlKSmTlzpqmurm7zmU/mmWeeOenvsT59%2BhhjnLvPWpPLafustY%2BZk/ZZa7M5ZZ8Zc%2BINazMzM01ycrIZMmSIeeqpp7zF0Kn7rDVCjPm/e3IAAACwgtdgAQAAWEbBAgAAsIyCBQAAYBkFCwAAwDIKFgAAgGUULAAAAMsoWAAAAJZRsAAAACyjYAEAAFhGwQIAALCMggUAAGAZBQsAAMAyChYAAIBl/w/T6wDDfgYbpQAAAABJRU5ErkJggg%3D%3D\"/>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\" id=\"common3708081500259184807\">\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">3</td>\n",
       "        <td class=\"number\">491</td>\n",
       "        <td class=\"number\">55.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">1</td>\n",
       "        <td class=\"number\">216</td>\n",
       "        <td class=\"number\">24.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:44%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">2</td>\n",
       "        <td class=\"number\">184</td>\n",
       "        <td class=\"number\">20.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:38%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\"  id=\"extreme3708081500259184807\">\n",
       "            <p class=\"h4\">Minimum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">1</td>\n",
       "        <td class=\"number\">216</td>\n",
       "        <td class=\"number\">24.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:44%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">2</td>\n",
       "        <td class=\"number\">184</td>\n",
       "        <td class=\"number\">20.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:38%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">3</td>\n",
       "        <td class=\"number\">491</td>\n",
       "        <td class=\"number\">55.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "            <p class=\"h4\">Maximum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">1</td>\n",
       "        <td class=\"number\">216</td>\n",
       "        <td class=\"number\">24.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:44%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">2</td>\n",
       "        <td class=\"number\">184</td>\n",
       "        <td class=\"number\">20.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:38%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">3</td>\n",
       "        <td class=\"number\">491</td>\n",
       "        <td class=\"number\">55.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_Sex\">Sex<br/>\n",
       "            <small>Categorical</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-3\">\n",
       "    <table class=\"stats \">\n",
       "        <tr class=\"\">\n",
       "            <th>Distinct count</th>\n",
       "            <td>2</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <th>Unique (%)</th>\n",
       "            <td>0.2%</td>\n",
       "        </tr>\n",
       "        <tr class=\"ignore\">\n",
       "            <th>Missing (%)</th>\n",
       "            <td>0.0%</td>\n",
       "        </tr>\n",
       "        <tr class=\"ignore\">\n",
       "            <th>Missing (n)</th>\n",
       "            <td>0</td>\n",
       "        </tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-6 collapse in\" id=\"minifreqtable-1672082177911123894\">\n",
       "    <table class=\"mini freq\">\n",
       "        <tr class=\"\">\n",
       "    <th>male</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:100%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 64.8%\">\n",
       "            577\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr><tr class=\"\">\n",
       "    <th>female</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:54%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 35.2%\">\n",
       "            314\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#freqtable-1672082177911123894, #minifreqtable-1672082177911123894\"\n",
       "       aria-expanded=\"true\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"col-md-12 extrapadding collapse\" id=\"freqtable-1672082177911123894\">\n",
       "    \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">male</td>\n",
       "        <td class=\"number\">577</td>\n",
       "        <td class=\"number\">64.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">female</td>\n",
       "        <td class=\"number\">314</td>\n",
       "        <td class=\"number\">35.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:54%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_SibSp\">SibSp<br/>\n",
       "            <small>Numeric</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-6\">\n",
       "    <div class=\"row\">\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "                <tr>\n",
       "                    <th>Distinct count</th>\n",
       "                    <td>7</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Unique (%)</th>\n",
       "                    <td>0.8%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Missing (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Missing (n)</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (n)</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "\n",
       "        </div>\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "\n",
       "                <tr>\n",
       "                    <th>Mean</th>\n",
       "                    <td>0.52301</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Minimum</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Maximum</th>\n",
       "                    <td>8</td>\n",
       "                </tr>\n",
       "                <tr class=\"alert\">\n",
       "                    <th>Zeros (%)</th>\n",
       "                    <td>68.2%</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "<div class=\"col-md-3 collapse in\" id=\"minihistogram-2699726298987083999\">\n",
       "    <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAMgAAABLCAYAAAA1fMjoAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAAR9JREFUeJzt3cEJAjEUQMFVLMki7MmzPVmEPcW7yINd0A06cw/8Qx4hEMhhjDEW4K3j3gPAzE57D/DqfL2vXvO4XT4wCThBIAkEgkAgCASCQCAIBIJAIAgEgkAgCASCQCAIBIJAIAgEgkAgCASCQCAIBIJAIAgEgkAgCASCQCAIBIJAIAgEgkAgCASCQCAIBMJ03x9s4csEPsUJAkEgEAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBAEAuEnXvNuMesL4Fnn%2Bld/G8gWazfvtzbur8y1LPPFfhhjjL2HgFm5g0AQCASBQBAIBIFAEAgEgUAQCASBQBAIBIFAEAgEgUAQCASBQBAIBIFAEAgEgUAQCASBQBAIBIFAEAgEgUB4AgF1HZVgFOXZAAAAAElFTkSuQmCC\">\n",
       "\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#descriptives-2699726298987083999,#minihistogram-2699726298987083999\"\n",
       "       aria-expanded=\"false\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"row collapse col-md-12\" id=\"descriptives-2699726298987083999\">\n",
       "    <ul class=\"nav nav-tabs\" role=\"tablist\">\n",
       "        <li role=\"presentation\" class=\"active\"><a href=\"#quantiles-2699726298987083999\"\n",
       "                                                  aria-controls=\"quantiles-2699726298987083999\" role=\"tab\"\n",
       "                                                  data-toggle=\"tab\">Statistics</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#histogram-2699726298987083999\" aria-controls=\"histogram-2699726298987083999\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Histogram</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#common-2699726298987083999\" aria-controls=\"common-2699726298987083999\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Common Values</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#extreme-2699726298987083999\" aria-controls=\"extreme-2699726298987083999\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Extreme Values</a></li>\n",
       "\n",
       "    </ul>\n",
       "\n",
       "    <div class=\"tab-content\">\n",
       "        <div role=\"tabpanel\" class=\"tab-pane active row\" id=\"quantiles-2699726298987083999\">\n",
       "            <div class=\"col-md-4 col-md-offset-1\">\n",
       "                <p class=\"h4\">Quantile statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Minimum</th>\n",
       "                        <td>0</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>5-th percentile</th>\n",
       "                        <td>0</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q1</th>\n",
       "                        <td>0</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Median</th>\n",
       "                        <td>0</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q3</th>\n",
       "                        <td>1</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>95-th percentile</th>\n",
       "                        <td>3</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Maximum</th>\n",
       "                        <td>8</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Range</th>\n",
       "                        <td>8</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Interquartile range</th>\n",
       "                        <td>1</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "            <div class=\"col-md-4 col-md-offset-2\">\n",
       "                <p class=\"h4\">Descriptive statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Standard deviation</th>\n",
       "                        <td>1.1027</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Coef of variation</th>\n",
       "                        <td>2.1085</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Kurtosis</th>\n",
       "                        <td>17.88</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Mean</th>\n",
       "                        <td>0.52301</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>MAD</th>\n",
       "                        <td>0.71378</td>\n",
       "                    </tr>\n",
       "                    <tr class=\"\">\n",
       "                        <th>Skewness</th>\n",
       "                        <td>3.6954</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Sum</th>\n",
       "                        <td>466</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Variance</th>\n",
       "                        <td>1.216</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Memory size</th>\n",
       "                        <td>7.0 KiB</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-8 col-md-offset-2\" id=\"histogram-2699726298987083999\">\n",
       "            <img 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WcCwm0pu9r/uDgNoqODtfx4y6dPdvcylP9suyaza65JLIFIrvmkuybrTVzXewv96bYrmB9%2BOGHqqurU3JysiR5CtNHH32k0aNHq66uzmv/uro6z6W7uLi4826PiYm5qBliY2NbXA50On9QU5N9fhguxcXmP3u22bbfM7tms2suiWyByK65JPtms1Mu2xWsJUuWqKmpyfP4xRdflCRNmTJF27Zt0%2Buvvy63262goCC53W5t375dDz/8sCQpKSlJ5eXlSk9PlyQdOnRIhw4dUlJS0i8fBAAABCzbFayEhASvx5GRP54a7NKlizp06KCXXnpJc%2BfO1Z133qnly5fL5XJp5MiRkqTx48frnnvuUd%2B%2BfZWYmKi5c%2Bdq6NChuuqqq37xHAAAIHAF1k08lykqKkqLFi3ynKWqrKxUaWmpIiIiJEnJycmaNWuWSkpKNH78eLVt21YFBQUWTw0AAAKN7c5g/dTzzz/v9bhPnz5avXr1z%2B6fnp7uuUQIAABwKX5VZ7AAAAB%2BCX5XsMaNG6fly5frhx9%2BsHoUAACAS%2BJ3BWvgwIFauHChBg0apMcff1ybN2%2BW2%2B22eiwAAACf%2BV3BeuKJJ/Qf//EfWrBggYKDgzV58mQNHTpUL7/8svbt22f1eAAAABfklze5BwUF6cYbb9SNN94ol8ulJUuWaMGCBSotLVW/fv1077336p//%2BZ%2BtHhMAAOC8/LJgST/%2BweS1a9dq7dq1%2Bu6779SvXz/dfvvtOnz4sJ5%2B%2Bmlt27ZN%2Bfn5Vo8JAADQgt8VrPfff1/vv/%2B%2Btm7dqvbt22vs2LF65ZVX1LVrV88%2BnTp10ty5cylYAADAL/ldwcrPz9ewYcNUUlKiIUOGqE2blreJXX311br77rstmA4AAODC/K5gffLJJ2rXrp3q6%2Bs95WrHjh3q3bu3goODJUn9%2BvVTv379rBwTAADgZ/ndqwhPnDihESNG6PXXX/esZWVlacyYMTp06JCFkwEAAPjG7wrWc889py5duuj%2B%2B%2B/3rK1fv16dOnXi7wICAICA4HcF68svv9RTTz2lmJgYz1r79u01depUff755xZOBgAA4Bu/K1gOh0PHjx9vse5yuXhHdwAAEBD8rmANGTJEc%2BbM0d/%2B9jfPWk1NjQoKCjR48GALJwMAAPCN372KcNq0abr//vt18803Kzo6WpJ0/Phx9e7dW3l5eRZPBwAAcGF%2BV7A6dOig1atX67PPPlNVVZUcDoe6d%2B%2BuG264QUFBQVaPBwAAcEF%2BV7AkKTg4WIMHD%2BaSIAAACEh%2BV7CcTqfmz5%2Bv7du368yZMy1ubP/LX/5i0WQAAAC%2B8buC9a//%2Bq/auXOnbrnlFv3mN7%2BxehwAAICL5ncF6/PPP9fixYuVmppq9SgAAACXxO/epiEiIkIdOnSwegwAAIBL5ncFa8yYMVq8eLHOnj1r9SgAAACXxO8uEdbX12vdunX6z//8T1111VUKCQnx2v7OO%2B9YNBkAAIBv/K5gSdLo0aOtHgEAAOCS%2BV3BKigosHoEAACAy%2BJ392BJUm1trYqLi/XEE0/of/7nf7Rhwwbt3bvX6rEAAAB84ncFa//%2B/br11lu1evVqffTRRzp16pTWr1%2BvjIwMVVZWWj0eAADABfldwXr%2B%2Bec1fPhwbdy4UVdccYUkad68eUpLS9OLL75o8XQAAAAX5ncFa/v27br//vu9/rCzw%2BHQI488ol27dlk4GQAAgG/8rmA1Nzerubm5xfrJkycVHBxswUQAAAAXx%2B8K1qBBg7Ro0SKvklVfX6%2BioiINHDjQwskAAAB843cF66mnntLOnTs1aNAgNTQ06I9//KOGDRumAwcOaNq0aVaPBwAAcEF%2B9z5YcXFxWrNmjdatW6dvvvlGzc3NGj9%2BvMaMGaOoqCirxwMAALggvytYkhQeHq5x48ZZPQYAAMAl8buCNWHChL%2B7nb9FCAAA/J3fFayEhASvx01NTdq/f7%2B%2B%2B%2B473XvvvRZNBQAA4Du/K1g/97cIS0pKdPjw4V94GgAAgIvnd68i/DljxozRn//8Z6vHAAAAuKCAKVhfffXVRb3R6P79%2B/XAAw8oOTlZQ4cO1eLFiz3bampqdN9996lv374aNWqUNm/e7PW5n332mUaPHq2kpCRNmDBBNTU1xnIAAAD787tLhOe7yf3EiRP69ttvddddd/l0jObmZmVlZSkxMVGrV6/W/v379fjjjysuLk6jR49Wdna2evTooZUrV2rjxo3KycnR%2BvXrFR8fr4MHDyo7O1uTJ0/W4MGDVVJSokceeURr1671%2BvM9AAAAP8fvClZ8fHyLInPFFVfo7rvv1m233ebTMerq6tSrVy/NnDlTUVFR6tq1q2644QaVl5erY8eOqqmp0fLlyxUREaFu3bppy5YtWrlypSZPnqwVK1bouuuu08SJEyX9eE/YjTfeqC%2B%2B%2BEIDBgwwnhcAANiP3xWs559//rKPERsbq/nz50uS3G63tm/frm3btumZZ55RZWWlrr32WkVERHj2T0lJUUVFhSSpsrJSqampnm3h4eHq3bu3KioqKFgAAMAnflewtm3b5vO%2B119//QX3SUtL08GDBzVs2DDdfPPNeu655xQbG%2Bu1T4cOHTyvUHQ6nX93OwAAwIX4XcG65557PJcI3W63Z/2na0FBQfrmm28ueLxXXnlFdXV1mjlzpgoKCuRyuRQSEuK1T0hIiBobGyXpgtt9UVtbK6fT6bXmcES0KG6XKzg4YF6jIElyOHyb91yuQMvnC7tms2suiWyByK65JPtms2MuvytYCxcu1Jw5c/Tkk0%2Bqf//%2BCgkJ0ddff61Zs2bp9ttv16hRoy7qeImJiZKkhoYGTZkyRRkZGXK5XF77NDY2KiwsTJIUGhraokw1NjYqOjra569ZVlam4uJir7Xs7Gzl5uZe1Ox2065d5EXtHx0d3kqTWM%2Bu2eyaSyJbILJrLsm%2B2eyUy%2B8KVkFBgWbMmKEhQ4Z41gYOHKhZs2Zp6tSpeuihhy54jLq6OlVUVGj48OGete7du%2BvMmTOKiYnR3r17W%2Bx/7uxSXFyc6urqWmzv1auXzxkyMzOVlpbmteZwROjYsZM%2BH8MXgdb0fc0fHNxG0dHhOn7cpbNnm1t5ql%2BWXbPZNZdEtkBk11ySfbO1Zq6L/eXeFL8rWLW1tS3%2BXI4kRUVF6dixYz4d48CBA8rJydGmTZsUFxcnSdq5c6fat2%2BvlJQUvfnmmzp9%2BrTnrFV5eblSUlIkSUlJSSovL/ccy%2BVyadeuXcrJyfE5Q2xsbIvLgU7nD2pqss8Pw6W42Pxnzzbb9ntm12x2zSWRLRDZNZdk32x2yuV3p0D69u2refPm6cSJE561%2Bvp6FRUV6YYbbvDpGImJierdu7emT5%2Bu6upqbdq0SUVFRXr44YfVv39/derUSXl5eaqqqlJpaal27NihO%2B64Q5KUkZGh7du3q7S0VFVVVcrLy1Pnzp15BSEAAPCZ353BevrppzVhwgQNGTJEXbt2ldvt1n/9138pJiZG77zzjk/HCA4O1oIFCzR79mxlZmYqPDxc99xzjyZMmKCgoCAtWLBA%2Bfn5Sk9PV5cuXVRSUqL4%2BHhJUufOnfXqq6/queeeU0lJiZKTk1VSUsKbjAIAAJ8Fuf/vS/X8xPfff69169Zpz549kqRrr71Wt9xyi8LDA/fmN6fzB%2BPHdDja6J9e/NT4cVvLnx%2B90af9HI42atcuUseOnbTNqeJz7JrNrrkksgUiu%2BaS7JutNXPFxPzG6PF85XdnsCSpbdu2GjdunA4cOKCrrrpK0o/v5g4AABAI/O4eLLfbrRdffFHXX3%2B9Ro8ercOHD2vatGnKz8/XmTNnrB4PAADggvyuYC1ZskTvv/%2B%2BnnnmGc8bfg4fPlwbN25s8d5SAAAA/sjvClZZWZlmzJih9PR0z43lo0aN0pw5c/TBBx9YPB0AAMCF%2BV3BOnDgwHnf1LNnz54t/vwMAACAP/K7gpWQkKCvv/66xfonn3ziueEdAADAn/ndqwgfeOABPfvss3I6nXK73dqyZYvKysq0ZMkSPfXUU1aPBwAAcEF%2BV7AyMjLU1NSk1157TadPn9aMGTPUvn17Pfrooxo/frzV4wEAAFyQ3xWsdevWacSIEcrMzNTRo0fldrvVoUMHq8cCAADwmd/dgzVr1izPzezt27enXAEAgIDjdwWra9eu%2Bu6776weAwAA4JL53SXCnj17asqUKVq8eLG6du2q0NBQr%2B0FBQUWTQYAAOAbvytY%2B/btU0pKiiTxvlcAACAg%2BUXBKiwsVE5OjiIiIrRkyRKrxwEAALgsfnEP1ltvvSWXy%2BW1lpWVpdraWosmAgAAuHR%2BUbDcbneLtW3btqmhocGCaQAAAC6PXxQsAAAAO6FgAQAAGOY3BSsoKMjqEQAAAIzwi1cRStKcOXO83vPqzJkzKioqUmRkpNd%2BvA8WAADwd35RsK6//voW73mVnJysY8eO6dixYxZNBQAAcGn8omDx3lcAAMBO/OYeLAAAALugYAEAABhGwQIAADCMggUAAGAYBQsAAMAwChYAAIBhFCwAAADDKFgAAACGUbAAAAAMo2ABAAAYRsECAAAwjIIFAABgGAULAADAMAoWAACAYRQsAAAAwyhYAAAAhtm2YB05ckS5ubnq37%2B/Bg8erIKCAjU0NEiSampqdN9996lv374aNWqUNm/e7PW5n332mUaPHq2kpCRNmDBBNTU1VkQAAAABymH1AK3B7XYrNzdX0dHRevfdd/X9999r%2BvTpatOmjaZOnars7Gz16NFDK1eu1MaNG5WTk6P169crPj5eBw8eVHZ2tiZPnqzBgwerpKREjzzyiNauXaugoCCrowW0kfP/avUIF%2BXPj95o9QgAgABly4K1d%2B9eVVRU6K9//as6duwoScrNzdULL7ygIUOGqKamRsuXL1dERIS6deumLVu2aOXKlZo8ebJWrFih6667ThMnTpQkFRQU6MYbb9QXX3yhAQMGWBkLAAAECFteIoyJidHixYs95eqcEydOqLKyUtdee60iIiI86ykpKaqoqJAkVVZWKjU11bMtPDxcvXv39mwHAAC4EFsWrOjoaA0ePNjzuLm5WUuXLtXAgQPldDoVGxvrtX%2BHDh10%2BPBhSbrgdgAAgAux5SXCnyoqKtKuXbv03nvv6U9/%2BpNCQkK8toeEhKixsVGS5HK5/u52X9TW1srpdHqtORwRLYrb5QoOtmU/9hsOh/nv77nnzG7PnV1zSWQLRHbNJdk3mx1z2b5gFRUV6e2339bLL7%2BsHj16KDQ0VPX19V77NDY2KiwsTJIUGhraokw1NjYqOjra569ZVlam4uJir7Xs7Gzl5uZeYgpYoV27yFY7dnR0eKsd20p2zSWRLRDZNZdk32x2ymXrgjV79mwtW7ZMRUVFuvnmmyVJcXFxqq6u9tqvrq7Oc3YpLi5OdXV1Lbb36tXL56%2BbmZmptLQ0rzWHI0LHjp28lBg/y05N3x%2BZfr6kH5%2Bz6OhwHT/u0tmzzcaPbxW75pLIFojsmkuyb7bWzNWavyz/PbYtWMXFxVq%2BfLnmzZunESNGeNaTkpJUWlqq06dPe85alZeXKyUlxbO9vLzcs7/L5dKuXbuUk5Pj89eOjY1tcTnQ6fxBTU32%2BWH4NWjN5%2Bvs2WZb/vdg11wS2QKRXXNJ9s1mp1y2PAWyZ88eLViwQA899JBSUlLkdDo9H/3791enTp2Ul5enqqoqlZaWaseOHbrjjjskSRkZGdq%2BfbtKS0tVVVWlvLw8de7cmbdoAAAAPrNlwfrLX/6is2fP6rXXXtOgQYO8PoKDg7VgwQI5nU6lp6dr7dq1KikpUXx8vCSpc%2BfOevXVV7Vy5Urdcccdqq%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%2B%2B%2BMKKGAAAIADZtmB98cUXGjBggMrKyrzWKysrde211yoiIsKzlpKSooqKCs/21NRUz7bw8HD17t3bsx0AAOBCHFYP0Fruuuuu8647nU7FxsZ6rXXo0EGHDx/2aTsAAMCF2LZg/RyXy6WQkBCvtZCQEDU2Nvq03Re1tbVyOp1eaw5HRIvidrmCg217AtIvOBzmv7/nnjO7PXd2zSWRLRDZNZdk32x2zPWrK1ihoaGqr6/3WmtsbFRYWJhn%2B0/LVGNjo6Kjo33%2BGmVlZSouLvZay87OVm5u7iVODSu0axfZaseOjg5vtWNbya65JLIFIrvmkuybzU65fnUFKy4uTtXV1V5rdXV1nrNLcXFxqqura7G9V69ePn%2BNzMxMpaWlea05HBE6duzkJU59fnZq%2Bv7I9PMl/ficRUeH6/hxl86ebTZ%2BfKvYNZdEtkBk11ySfbO1Zq7W/GX57/nVFaykpCSVlpbq9OnTnrNW5eXlSklJ8WwvLy/37O9yubRr1y7l5OT4/DViY2NbXA50On9QU5N9fhh%2BDVrz%2BTp7ttmW/z3YNZdEtkBk11ySfbPZKdev7hRI//791alTJ%2BXl5amqqkqlpaXasWOH7rjjDklSRkaGtm/frtLSUlVVVSkvL0%2BdO3fWgAEDLJ4cAAAEil9dwQoODtaCBQvkdDqVnp6utWvXqqSkRPHx8ZKkzp0769VXX9XKlSt1xx13qL6%2BXiUlJQoKCrJ4cgAAECh%2BFZcIv/32W6/HXbp00dKlS392/5tuukk33XRTa48FAABs6ld3BgsAAKC1UbAAAAAMo2ABAAAYRsECAAAwjIIFAABgGAULAADAMAoWAACAYRQsAAAAwyhYAAAAhlGwAAAADKNgAQAAGEbBAgAAMIyCBQAAYBgFCwAAwDAKFgAAgGEULAAAAMMoWAAAAIZRsAAAAAyjYAEAABhGwQIAADCMggUAAGAYBQsAAMAwChYAAIBhFCwAAADDKFgAAACGUbAAAAAMo2ABAAAYRsECAAAwjIIFAABgGAULAADAMIfVAwD%2BauT8v1o9wkX586M3Wj0CAOB/cQYLAADAMAoWAACAYRQsAAAAwyhYAAAAhnGTOwBcQGr%2BBqtHuCi84AGwHgULsIlAetUjBQCA3XGJEAAAwDAKFgAAgGEUrPNoaGjQ9OnTlZqaqkGDBunNN9%2B0eiQAABBAuAfrPAoLC7Vz5069/fbbOnjwoKZNm6b4%2BHiNGDHC6tEAAPBZIN2b%2BeVce/0bS8H6iVOnTmnFihV6/fXX1bt3b/Xu3VtVVVV69913KVgAAkIg/aPKCx5gV1wi/Indu3erqalJycnJnrWUlBRVVlaqubnZwskAAECg4AzWTzidTrVr104hISGetY4dO6qhoUH19fVq3779BY9RW1srp9PpteZwRCg2NtborMHB9GMEJocjcP7b5eesdbXGfwvnnjM7Pnd2zibZKxcF6ydcLpdXuZLkedzY2OjTMcrKylRcXOy1lpOTo8mTJ5sZ8n/V1tbq3v9XpczMTOPlzUq1tbUqKyuzXS7Jvtnsmkuy78%2BZZN/nrba2Vm%2B/vdh2uaSLzxYo9zXV1tbq1VdftdVzZp%2BqaEhoaGiLInXucVhYmE/HyMzM1KpVq7w%2BMjMzjc/qdDpVXFzc4mxZoLNrLsm%2B2eyaSyJbILJrLsm%2B2eyYizNYPxEXF6djx46pqalJDseP3x6n06mwsDBFR0f7dIzY2FjbNHAAAHDxOIP1E7169ZLD4VBFRYVnrby8XImJiWrThm8XAAC4MBrDT4SHh2vs2LGaOXOmduzYoY0bN%2BrNN9/UhAkTrB4NAAAEiOCZM2fOtHoIfzNw4EDt2rVLL730krZs2aKHH35YGRkZVo91XpGRkerfv78iIyOtHsUou%2BaS7JvNrrkksgUiu%2BaS7JvNbrmC3G632%2BohAAAA7IRLhAAAAIZRsAAAAAyjYAEAABhGwQIAADCMggUAAGAYBQsAAMAwChYAAIBhFCwAAADDKFgBqqGhQdOnT1dqaqoGDRqkN9980%2BqRjGpsbNTo0aO1detWq0cx4siRI8rNzVX//v01ePBgFRQUqKGhweqxjNi/f78eeOABJScna%2BjQoVq8eLHVIxmXlZWlp556yuoxjPn44491zTXXeH3k5uZaPZYRjY2NevbZZ3X99dfr97//vebNm6dAfz/tVatWtXi%2BrrnmGvXs2dPq0Yw4dOiQJk2apH79%2BiktLU1/%2BtOfrB7JCIfVA%2BDSFBYWaufOnXr77bd18OBBTZs2TfHx8RoxYoTVo122hoYGPfHEE6qqqrJ6FCPcbrdyc3MVHR2td999V99//72mT5%2BuNm3aaNq0aVaPd1mam5uVlZWlxMRErV69Wvv379fjjz%2BuuLg43XrrrVaPZ8SHH36oTZs26fbbb7d6FGOqq6s1bNgwzZ4927MWGhpq4UTmzJkzR1u3btUbb7yhkydP6rHHHlN8fLzuvPNOq0e7ZKNGjdLgwYM9j5uamnTvvfdq6NCh1g1l0KOPPqr4%2BHitWrVK1dXVmjJlihISEvRP//RPVo92WShYAejUqVNasWKFXn/9dfXu3Vu9e/dWVVWV3n333YAvWNXV1XriiScC/jfO/2vv3r2qqKjQX//6V3Xs2FGSlJubqxdeeCHgC1ZdXZ169eqlmTNnKioqSl27dtUNN9yg8vJyWxSs%2Bvp6FRYWKjEx0epRjNqzZ4969OihmJgYq0cxqr6%2BXitXrtRbb72lPn36SJImTpyoysrKgC5YYWFhCgsL8zxetGiR3G63pkyZYuFUZnz//feqqKjQ7Nmz1bVrV3Xt2lWDBw/Wli1bAr5gcYkwAO3evVtNTU1KTk72rKWkpKiyslLNzc0WTnb5vvjiCw0YMEBlZWVWj2JMTEyMFi9e7ClX55w4ccKiicyJjY3V/PnzFRUVJbfbrfLycm3btk39%2B/e3ejQjXnjhBY0ZM0bdu3e3ehSj9uzZo65du1o9hnHl5eWKiory%2Bu8vKytLBQUFFk5lVn19vV5//XU98cQTCgkJsXqcyxYWFqbw8HCtWrVKZ86c0d69e7V9%2B3b16tXL6tEuGwUrADmdTrVr187rh6tjx45qaGhQfX29hZNdvrvuukvTp09XeHi41aMYEx0d7XV6v7m5WUuXLtXAgQMtnMq8tLQ03XXXXUpOTtbNN99s9TiXbcuWLfryyy/1yCOPWD2KUW63W/v27dPmzZt18803a/jw4XrxxRfV2Nho9WiXraamRgkJCVqzZo1GjBihf/zHf1RJSUnA/%2BL5fy1btkyxsbEBf7XinNDQUM2YMUNlZWVKSkrSyJEjNWTIEI0bN87q0S4bBSsAuVyuFr%2B5nHtsh/9J2l1RUZF27dqlxx57zOpRjHrllVe0cOFCffPNNwF/xqChoUHPPPOMZsyY4XVpxg4OHjzo%2BX/I/PnzNW3aNH3wwQcqLCy0erTLdurUKe3fv1/Lly9XQUGBpk2bpiVLltjmpmm3260VK1bo7rvvtnoUo/bs2aNhw4aprKxMBQUF2rBhg9auXWv1WJeNe7ACUGhoaIside6x3f4xsJuioiK9/fbbevnll9WjRw%2BrxzHq3H1KDQ0NmjJliqZOnRqwlzCKi4t13XXXeZ15tIuEhARt3bpVbdu2VVBQkHr16qXm5mY9%2BeSTysvLU3BwsNUjXjKHw6ETJ07opZdeUkJCgqQfC%2BWyZcs0ceJEi6e7fF9//bWOHDmiW265xepRjNmyZYvee%2B89bdq0SWFhYUpMTNSRI0f02muv6bbbbrN6vMtCwQpAcXFxOnbsmJqamuRw/PgUOp1OhYWFKTo62uLp8HNmz56tZcuWqaioyBaX0KQfb3KvqKjQ8OHDPWvdu3fXmTNndOLECbVv397C6S7dhx9%2BqLq6Os99jud%2Bgfnoo4/01VdfWTmaEVdeeaXX427duqmhoUHff/99wD5n0o/3O4aGhnrKlST99re/1aFDhyycypxPP/1Uqampatu2rdWjGLNz50516dLF6%2BTAtddeq4ULF1o4lRlcIgxAvXr1ksPhUEVFhWetvLxciYmJatOGp9QfFRcXa/ny5Zo3b56tfvs8cOCAcnJydOTIEc/azp071b59%2B4D%2Bh3rJkiX64IMPtGbNGq1Zs0ZpaWlKS0vTmjVrrB7tsn366acaMGCAXC6XZ%2B2bb77RlVdeGdDPmSQlJSWpoaFB%2B/bt86zt3bvXq3AFsh07dqhfv35Wj2FUbGys9u/f73VVZu/evercubOFU5nBv8YBKDw8XGPHjtXMmTO1Y8cObdy4UW%2B%2B%2BaYmTJhg9Wg4jz179mjBggV66KGHlJKSIqfT6fkIdImJierdu7emT5%2Bu6upqbdq0SUVFRXr44YetHu2yJCQkqEuXLp6PyMhIRUZGqkuXLlaPdtmSk5MVGhqqp59%2BWnv37tWmTZtUWFioBx980OrRLtvVV1%2BtoUOHKi8vT7t379ann36q0tJSjR8/3urRjKiqqrLdK1rT0tJ0xRVX6Omnn9a%2Bffv07//%2B71q4cKHuueceq0e7bEFuO73h0K%2BIy%2BXSzJkz9W//9m%2BKiorSAw88oPvuu8/qsYy65ppr9M4772jAgAFWj3JZSktL9dJLL51327fffvsLT2PekSNHNHv2bG3ZskXh4eG6%2B%2B67NWnSJAUFBVk9mjHn3sX9%2Beeft3gSM6qqqvTcc8%2BpoqJCkZGRuvPOO5WdnW2L5%2ByHH37Q7Nmz9fHHHys8PFx33XWXbbL16dNHJSUltrs3sLq6WnPnztWOHTvUvn17/eEPf9C9994b8M8ZBQsAAMAwLhECAAAYRsECAAAwjIIFAABgGAULAADAMAoWAACAYRQsAAAAwyhYAAAAhlGwAAAADKNgAQAAGEbBAgAAMIyCBQAAYBgFCwAAwDAKFgAAgGH/H4YJW9NBL/EOAAAAAElFTkSuQmCC\"/>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\" id=\"common-2699726298987083999\">\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">0</td>\n",
       "        <td class=\"number\">608</td>\n",
       "        <td class=\"number\">68.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">1</td>\n",
       "        <td class=\"number\">209</td>\n",
       "        <td class=\"number\">23.5%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:35%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">2</td>\n",
       "        <td class=\"number\">28</td>\n",
       "        <td class=\"number\">3.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:5%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">4</td>\n",
       "        <td class=\"number\">18</td>\n",
       "        <td class=\"number\">2.0%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">3</td>\n",
       "        <td class=\"number\">16</td>\n",
       "        <td class=\"number\">1.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">8</td>\n",
       "        <td class=\"number\">7</td>\n",
       "        <td class=\"number\">0.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">5</td>\n",
       "        <td class=\"number\">5</td>\n",
       "        <td class=\"number\">0.6%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\"  id=\"extreme-2699726298987083999\">\n",
       "            <p class=\"h4\">Minimum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">0</td>\n",
       "        <td class=\"number\">608</td>\n",
       "        <td class=\"number\">68.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">1</td>\n",
       "        <td class=\"number\">209</td>\n",
       "        <td class=\"number\">23.5%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:35%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">2</td>\n",
       "        <td class=\"number\">28</td>\n",
       "        <td class=\"number\">3.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:5%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">3</td>\n",
       "        <td class=\"number\">16</td>\n",
       "        <td class=\"number\">1.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">4</td>\n",
       "        <td class=\"number\">18</td>\n",
       "        <td class=\"number\">2.0%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "            <p class=\"h4\">Maximum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">2</td>\n",
       "        <td class=\"number\">28</td>\n",
       "        <td class=\"number\">3.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">3</td>\n",
       "        <td class=\"number\">16</td>\n",
       "        <td class=\"number\">1.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:57%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">4</td>\n",
       "        <td class=\"number\">18</td>\n",
       "        <td class=\"number\">2.0%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:64%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">5</td>\n",
       "        <td class=\"number\">5</td>\n",
       "        <td class=\"number\">0.6%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:18%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">8</td>\n",
       "        <td class=\"number\">7</td>\n",
       "        <td class=\"number\">0.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:25%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_Survived\">Survived<br/>\n",
       "            <small>Boolean</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-6\">\n",
       "    <div class=\"row\">\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "                <tr class=\"\">\n",
       "                    <th>Distinct count</th>\n",
       "                    <td>2</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Unique (%)</th>\n",
       "                    <td>0.2%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Missing (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Missing (n)</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "        </div>\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "                <tr>\n",
       "                    <th>Mean</th>\n",
       "                    <td>0.38384</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "<div class=\"col-md-3 collapse in\" id=\"minifreqtable-7301428120816804797\">\n",
       "    <table class=\"mini freq\">\n",
       "        <tr class=\"\">\n",
       "    <th>0</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:100%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 61.6%\">\n",
       "            549\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr><tr class=\"\">\n",
       "    <th>1</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:62%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 38.4%\">\n",
       "            342\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#freqtable-7301428120816804797, #minifreqtable-7301428120816804797\"\n",
       "        aria-expanded=\"true\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"col-md-12 extrapadding collapse\" id=\"freqtable-7301428120816804797\">\n",
       "    \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">0</td>\n",
       "        <td class=\"number\">549</td>\n",
       "        <td class=\"number\">61.6%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">1</td>\n",
       "        <td class=\"number\">342</td>\n",
       "        <td class=\"number\">38.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:62%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_Ticket\">Ticket<br/>\n",
       "            <small>Categorical</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-3\">\n",
       "    <table class=\"stats \">\n",
       "        <tr class=\"alert\">\n",
       "            <th>Distinct count</th>\n",
       "            <td>681</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <th>Unique (%)</th>\n",
       "            <td>76.4%</td>\n",
       "        </tr>\n",
       "        <tr class=\"ignore\">\n",
       "            <th>Missing (%)</th>\n",
       "            <td>0.0%</td>\n",
       "        </tr>\n",
       "        <tr class=\"ignore\">\n",
       "            <th>Missing (n)</th>\n",
       "            <td>0</td>\n",
       "        </tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-6 collapse in\" id=\"minifreqtable4441160813167358621\">\n",
       "    <table class=\"mini freq\">\n",
       "        <tr class=\"\">\n",
       "    <th>1601</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:1%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 0.8%\">\n",
       "            &nbsp;\n",
       "        </div>\n",
       "        7\n",
       "    </td>\n",
       "</tr><tr class=\"\">\n",
       "    <th>CA. 2343</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:1%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 0.8%\">\n",
       "            &nbsp;\n",
       "        </div>\n",
       "        7\n",
       "    </td>\n",
       "</tr><tr class=\"\">\n",
       "    <th>347082</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:1%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 0.8%\">\n",
       "            &nbsp;\n",
       "        </div>\n",
       "        7\n",
       "    </td>\n",
       "</tr><tr class=\"other\">\n",
       "    <th>Other values (678)</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:100%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 97.6%\">\n",
       "            870\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#freqtable4441160813167358621, #minifreqtable4441160813167358621\"\n",
       "       aria-expanded=\"true\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"col-md-12 extrapadding collapse\" id=\"freqtable4441160813167358621\">\n",
       "    \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">1601</td>\n",
       "        <td class=\"number\">7</td>\n",
       "        <td class=\"number\">0.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">CA. 2343</td>\n",
       "        <td class=\"number\">7</td>\n",
       "        <td class=\"number\">0.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">347082</td>\n",
       "        <td class=\"number\">7</td>\n",
       "        <td class=\"number\">0.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">347088</td>\n",
       "        <td class=\"number\">6</td>\n",
       "        <td class=\"number\">0.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">3101295</td>\n",
       "        <td class=\"number\">6</td>\n",
       "        <td class=\"number\">0.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">CA 2144</td>\n",
       "        <td class=\"number\">6</td>\n",
       "        <td class=\"number\">0.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">382652</td>\n",
       "        <td class=\"number\">5</td>\n",
       "        <td class=\"number\">0.6%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">S.O.C. 14879</td>\n",
       "        <td class=\"number\">5</td>\n",
       "        <td class=\"number\">0.6%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">2666</td>\n",
       "        <td class=\"number\">4</td>\n",
       "        <td class=\"number\">0.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">17421</td>\n",
       "        <td class=\"number\">4</td>\n",
       "        <td class=\"number\">0.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"other\">\n",
       "        <td class=\"fillremaining\">Other values (671)</td>\n",
       "        <td class=\"number\">834</td>\n",
       "        <td class=\"number\">93.6%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "</div>\n",
       "</div>\n",
       "    <div class=\"row headerrow highlight\">\n",
       "        <h1>Correlations</h1>\n",
       "    </div>\n",
       "    <div class=\"row variablerow\">\n",
       "    <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAn4AAAIyCAYAAABVSsd3AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAIABJREFUeJzs3X18zfX/x/HH2fXYZsOGWWloG2sYIn2HWXJVIt8Quc5FxYRvZK1yleTiW9%2By%2Bialb0tKi/R18UWk%2BPYNGSa0cpVcZcOwxa7P74/l/BybjHN2juM877fbuZ2d9%2Bfi9f68t7O99vp83p9jMBqNRkRERETkludi7w6IiIiIiG0o8RMRERFxEkr8RERERJyEEj8RERERJ6HET0RERMRJKPETERERcRJK/ERERESchBI/ERERESehxE9ERETESbjZuwMi4niOHj3Kfffdd9Xl7u7u%2BPj4cMcddxAbG0u/fv3w8fGxYQ9FRKQsBn1km4hcr8sTv7CwsFJJXUFBAWfOnOHYsWMABAcH869//Ys6derYvK8iIvL/lPiJyHW7PPFLTk6mZcuWZa63ZcsWnnrqKXJycoiOjuaTTz6xZTdFROQKusZPRCpMy5YtGTduHAA7duxg9%2B7ddu6RiIhzU%2BInIhXq/vvvN32dlpZmx56IiIgmd4hIhfL19TV9/fvvv5st%2B/777/nwww/Zvn07Z8%2Bexc/PjyZNmtC/f39atWpV5v7Onz/PJ598wjfffMP%2B/fvJycnB29ub22%2B/nXbt2jFgwACqVKlitk14eDgA3377La%2B88grr16/HxcWFyMhIFixYgJubG2lpabz//vukpqZy5swZKlWqRGhoKO3bt6dv375lTk7Jzc3lk08%2BYdWqVezfv5%2BCggJq1KjBvffey5AhQ7jjjjvM1t%2ByZQsDBgygcePGfPTRR3z44YcsW7aMw4cP4%2B7uTsOGDRkwYADt27e/kaEWEbkmJX4iUqEOHz5s%2BrpmzZqmr%2BfMmcP8%2BfMBqFKlCmFhYWRkZLB%2B/XrWr1/PsGHDeOaZZ8z29csvvzBo0CBOnDiBm5sbt99%2BO7Vr1%2BbYsWPs2bOHPXv2sHLlSpYsWULlypVL9SU%2BPp4dO3YQFhbGmTNnCAwMxM3NjbVr1zJ27FgKCwsJCAggPDyc33//nV27dpGWlsa///1vPvnkE7Pk77fffmPw4MEcPHgQgDvuuIPKlStz4MABFi9ezLJly3jllVfo0qVLqX4UFBQwbNgwvvvuOwICAqhXrx6HDh1iy5YtbNmyhcmTJ9OnTx/LBl5EpCxGEZHrdOTIEWNYWJgxLCzMuHnz5j9dd8KECcawsDBjZGSkMTMz02g0Go0ff/yxMSwszNi8eXPjF198YVq3uLjYuHLlSmOTJk2MYWFhxk8//dRsX/369TOGhYUZe/XqZTx58qTZdp9//rkxIiLCGBYWZly4cKHZdpf6etdddxm3bt1qNBqNxqKiImNWVpaxqKjI%2BJe//MUYFhZmnD9/vrGwsNC03e7du4333HOPMSwszDhv3jxTe2FhobFbt27GsLAwY8eOHY0//vijaVl2drYxMTHRdMw7d%2B40Ldu8ebOpL02aNDH%2B%2B9//Ni07f/68ceDAgcawsDBjixYtjAUFBX86riIiN0LX%2BImI1eXm5rJ3714mTZrEsmXLABg0aBDVq1cnPz%2BfuXPnAvDyyy/z0EMPmbYzGAx06dKF8ePHAzB37lwKCwsBOHXqFPv27QNg2rRpBAUFmW3XvXt3WrRoAcBPP/1UZr86d%2B7M3XffDYCLiwv%2B/v6cOXOGzMxMAHr16oWrq6tp/cjISMaOHUv79u3x9/c3ta9evZoff/wRT09P5s%2BfT0REhGmZj48PL730Eq1bt6agoIDXXnutzL6MHj2arl27ml77%2Bvqajvvs2bMcOnToKqMrInLjdKpXRCwyYMCAa67Ts2dPnn76aaBkdu%2BpU6eoXLnyVW8C/dBDDzFt2jROnjzJ3r17adSoEdWrV2fz5s3k5ubi5eVVapuioiLTqdjc3Nwy99usWbNSbQEBAVSpUoVz587xzDPP8OSTT9K4cWNcXEr%2BL%2B7Vqxe9evUy2%2Barr74CIC4ujttuu63MWIMHD2bTpk1s3bqV7Oxss2sdAdq1a1dqm3r16pm%2BPn/%2BfJn7FRGxhBI/EbHIlTdwNhgMeHp64u/vT3h4OO3bt6d%2B/fqm5ZeqdgUFBTz22GNX3a%2BrqyvFxcUcPHiQRo0amdq9vLw4duwYP/zwA7/%2B%2BitHjhzhwIED/Pjjj1y4cAGA4uLiMvcZGBhYZpxnnnmGF154gW%2B%2B%2BYZvvvmGKlWq0LJlS/7yl78QGxtrdm0iYKrGRUZGXrX/l5YVFRVx%2BPBh7rrrLrPlNWrUKLXN5QltUVHRVfctInKjlPiJiEWef/75q97AuSzZ2dkA5Ofns3379muuf3nl6%2BDBg0yaNImtW7earePj40Pz5s3JyMggPT39qvsqq1IIJVW9OnXq8P777/O///2Pc%2BfOsXbtWtauXYvBYKBt27ZMmTLFlADm5OQAlKriXdmnS66czQwlH2v3Z4y6t76IVAAlfiJiU97e3kBJRWzp0qXl3u706dP069eP06dPExwcTK9evWjYsCF169YlJCQEg8HA3/72tz9N/P5My5YtadmyJbm5uWzbto3vv/%2BeTZs2sWfPHr7%2B%2BmtGjBjBsmXLMBgMphnDl5LYslyesJY1w1hExB6U%2BImITYWGhgIlt2YpLCzEza30ryGj0ciWLVuoWbMmwcHBeHh4sGTJEk6fPo2/vz9LliyhatWqpbY7efLkdfcnPz%2BfI0eOkJOTQ%2BPGjfHy8iImJoaYmBjGjh3LypUrGTduHOnp6fz0009ERERQt25d9u7dy549e6663x9%2B%2BAEoOfV9%2B%2B23X3e/REQqgmb1iohN3X333fj6%2BvL7779fteK3fPlyBg4cSOfOnfntt9%2BAks8HBggODi4z6du/fz87d%2B4Eru/6uI0bN9KlSxeGDx9Ofn5%2BqeX33nuv6etL%2B700MeOrr77iyJEjZe43OTkZgCZNmuDn51fu/oiIVCQlfiJiU5UqVWL48OEATJ8%2BnSVLlphNxli3bh2TJk0CSm6/cqlaVrduXQDS09NZs2aNaX2j0cjGjRsZOnQoBQUFAFy8eLHc/WnTpg0BAQGcPXuWZ599lrNnz5qW5eTkMHPmTABq1arFnXfeCUCnTp0IDw8nLy%2BPYcOGmZ1ezsnJ4YUXXuC///0vbm5upW5CLSJiTzrVKyI2N2zYMI4cOcKnn37Kc889x%2BzZswkJCeHkyZNkZGQAJbdemT59ummbRx55hEWLFnH48GFGjx5N7dq1CQgI4MSJE5w%2BfRp3d3datGjB1q1br%2BuUr4eHB6%2B//jqPP/44q1atYv369dx%2B%2B%2B24uLhw5MgRLly4gLe3N6%2B88goeHh4AuLm58dZbbzFs2DAOHjxIt27dzD6549ItZ6ZMmULz5s2tO3giIhZQ4iciNmcwGJg2bRodO3bkk08%2BYefOnaYbIjdp0oQHH3yQ3r17mxItKJkl%2B9lnnzF//nw2bNjA0aNHOXXqFDVr1iQ2NpaBAwdSqVIl2rdvT3p6OsePHyc4OLhc/WnZsiUpKSmmz%2Br95ZdfcHNzo2bNmsTExDBkyJBS%2BwoJCWHJkiV8/PHHrF69mgMHDvDbb79Rq1YtWrduzWOPPVbqs3pFROzNYNQ9A0REREScgq7xExEREXESSvxEREREnIQSPxEREREL5efn8%2BCDD7Jly5arrrN371569uxJ48aN%2Betf/8ru3bvNlq9YsYL27dvTuHFjRo4cyZkzZ6zeTyV%2BIiIiIhbIy8tj3Lhxps8iL8uFCxcYPnw4zZs3Z%2BnSpURHRzNixAjTZ4zv2rWLxMRERo0axeLFizl//jwJCQlW76sSPxEREZEbtH//fnr16sWvv/76p%2ButWrUKT09PJkyYQL169UhMTKRy5cqsXr0agIULF9K5c2e6d%2B9OREQEs2bN4ptvvrnqTeJvlBI/ERERkRu0detWWrZsyeLFi/90vbS0NJo1a4bBYABKbmvVtGlT0ycOpaWlmd33s1atWgQHB5OWlmbV/uo%2BfiIiIuK0MjIyyMzMNGsLDAwkKCioXNv37du3XOtlZmZSv359s7Zq1aqZTg9nZGSUilmtWjXTx1ZaixK/m9kf/xXYVGgo7NsHd94Jhw7ZPLyx2LluK5mba/uYBgN4ekJeHtjjLp7elP/j1KzCzgd8Lt/b5jENBvD1hexs%2B3yPne2jiQ3F5f9saKtycYHLPu7Qplxd7RO3Av4uLn7jDZKSkszaRo0aRXx8vFXjXLx40eym9FDyyUGXPiM8Nzf3T5dbixI/MefvX/KG9ve3d09sxmCwzx9He7LH/xR25WQHbDD8/8NZfrad6VhNnOznuqL07t2buLg4s7bAwECrx/H09CyVxOXn5%2BPl5fWny729rfvPoxI/ERERcQwu1p%2BaEBQUVO7TupaoUaMGp06dMms7deqUKfbVlls7CdXkDhEREZEK1rhxY3bs2MGlT8o1Go1s376dxo0bm5anpqaa1j9x4gQnTpwwLbcWJX4iIiLiGFxcrP%2BoQJmZmeT%2BcTF3p06dOH/%2BPNOnT2f//v1Mnz6dixcv0rlzZwD69OnDF198QUpKCunp6UyYMIHY2Fhuu%2B02q/ZJiZ%2BIiIg4BgdL/GJiYli1ahUAPj4%2BzJs3j9TUVHr06EFaWhrvvPMOlSpVAiA6OpqpU6fy5ptv0qdPH6pUqcKMGTOs3ieD0eh0l8M6DntcuBsdDdu3Q9OmsGOHzcPbY1avPS8Kt9esXi%2BvkthOM6vXjgdsj1m9Li7/P6vXHpM%2B7TGr157vY7vN6nV1hSI7xrYHT0/r7zMvz/r7vIlpcoeIiIg4hgqu0DkDjaCIiIiIk1DFT0RERByDKn4WU%2BInIiIijkGJn8U0giIiIiJOQhU/ERERcQyq%2BFlMIygiIiLiJFTxExEREcegip/FlPiJiIiIY1DiZzGNoIiIiIiTUMVPREREHIMqfhbTCIqIiIg4CVX8RERExDGo4mcxJX4iIiLiGJT4WUwjKCIiIuIkVPETERERx6CKn8U0giIiIiJOQhU/ERERcQyq%2BFnsukYwLi6O8PBw0yMyMpJOnTrxr3/9q4K6d/PZsmUL4eHhN7xcREREbpCLi/UfTua6K37PPfccXbp0AaCwsJDNmzeTmJiIv78/3bt3t3oHRURERMQ6rjvV9fX1JTAwkMDAQGrVqsXDDz9Mq1atWLt2bUX0T0RERKSEKn4Ws8oRu7m54e7uTk5ODgkJCbRq1Yq77rqLTp06sW7dOtN6q1atomPHjkRFRdGlSxezZcnJybRr146oqCh69OjBtm3bTMt%2B/vln%2BvfvT6NGjejYsSMfffSRadncuXP529/%2BxqRJk2jatCmtWrVi/vz5puXFxcXMmTOHli1b0rJlS9566y3uv/9%2BtmzZAsD58%2BcZP348TZs2JSYmhmnTppGbmwuUnLaNi4tj0qRJNGvWjHfeeafUsefk5DBu3Diio6Pp2LEjP/zwgzWGVERERMTqLJrcUVBQwIYNG/j22295%2BeWXmT59OocOHWLBggV4e3vz7rvvkpiYSJs2bcjOzmbChAlMnTqVli1bsnr1asaNG8fGjRs5fvw4s2bNIikpifr165OcnMyYMWPYuHEj%2Bfn5DBs2jIcffphp06Zx8OBBXnjhBSpXrmw6tbxmzRr69u3L559/zpdffsns2bNp3749oaGhzJs3j2XLlvH3v/%2BdqlWrMnnyZI4cOWI6hsTERAoKCvj444/Jy8vjpZdeYurUqbz88ssAHDt2jPz8fJYuXYq7u7vZtgCTJk3i4MGDLFy4kDNnzjBx4sQbGsuMjAwyMzPN2gJDQwny97%2Bh/d2wiAjzZ6lQBoP9Ytoj9h%2BRbRzOvgdsj4LCpZhOWMyQW51%2BqC123YnfpEmTmDZtGgC5ubl4eXkxcOBAHnroIQoLCxk8eDBhYWEADBkyhJSUFE6fPk1WVhYFBQXUrFmT2rVrM2TIEMLDw/H09OTYsWMYDAaCg4MJCQlhzJgxtGvXjuLiYpYvX061atUYM2YMAHfccQfHjh0jOTnZlPj5%2B/vz7LPP4urqytChQ5k/fz67d%2B8mNDSURYsWMWbMGGJiYgB45ZVX6Ny5MwC//vor69atY%2BvWrfj6%2BgIwbdo0unfvTkJCgumYhw4dSp06dQDMEr/s7Gz%2B85//kJycTGRkJABPPfUUU6dOvd5hZfHixSQlJZm1jXr6aeKffvq692UVixbZJay9chF7JUFeXvaJC%2BDpaa/IdjpoOx2wrx2/x5Ur2y%2B2PdjtnxlXVzsFtlPsoiLbx7xEiZ/FrjvxGz16NB06dADA09OTwMBAXP/4wevevTvr1q3j008/5eDBg%2BzZsweAoqIiGjRoQGxsLIMHDyY0NJT77ruPnj174u3tTUxMDGFhYXTt2pWGDRualrm5uXHw4EHS09OJjo429aGoqMgUEyAkJMTsdeXKlSksLOTMmTNkZGQQFRVlWla3bl2qVKkCwIEDByguLqZNmzZmx1hcXMzhw4fN9l%2BWQ4cOUVRURMRl1bHLY12P3r17ExcXZ9YW2LUrfPDBDe3vhkVElCR9fftCerptYwPG1O02j2kwgNFo87AA5OXZPqbBUJID5eXZ57i9yLVtQDsfcHaB7TM/F5eSpO/336G42Obh8fGxfUx7vo8NxXZKhFxd7ZuEiUO67sSvWrVqpurXlSZMmMCOHTvo1q0bffr0ITAwkN69ewNgMBiYN28eu3btYv369Xz55ZcsWrSIRYsW0aBBA1JSUti6dSsbNmxg6dKlfPzxxyxdupTCwkJatWrFiy%2B%2BeNU%2Bubu7l2ozGo24ubmZvr5yGZQkkL6%2BvixZsqTU9jVq1CAtLQ0oSXDLy8PDo9zrXi4oKIigoCDzxkOHbmhfVpGeDjt22C%2B%2Bk7DXH6pLse0T304HbacDtkfidXlse8YXsTpV/CxmtRHMyclhxYoVvPbaa4wePZr777%2Bfc%2BfOASWJ1oEDB5g5cyaNGjVi7NixrFy5klq1arFp0yZ27NjBvHnzuOeee0hISGD16tXk5eWRmppKaGgohw4dIiQkhDp16lCnTh127tzJhx9%2BeM0%2B%2Bfn5ERQUZKo8Qsmp2vPnzwMQGhpKdnY2BoPBtO/c3FxmzZpFfn7%2BNfdft25d3N3dzSZ07N2793qHTkRERMQmrPbJHR4eHnh7e7N27VqqVq3KoUOHTNe65efn4%2Bfnx8cff4yvry9du3Zl//79HDt2jIYNG%2BLl5cWbb75J9erVadWqFd9//z0XLlwgPDycGjVqkJSUxIsvvsiQIUM4evQo06dPZ/DgweXqV//%2B/XnjjTcIDg4mICCAl156CSipQNarV4/WrVvzzDPP8Pzzz%2BPq6soLL7xAlSpV8PPzu%2Ba%2BfXx86NatG9OmTWPGjBnk5uaWuk5PRERErEQVP4tZbQQ9PDyYPXs2a9as4YEHHuCVV17hySefJDAwkB9//JHAwEDmzp1rWj516lTGjRtHTEwMDRo0YPr06bz77rt07tyZt99%2Bm9mzZ1OvXj18fHyYP38%2Bv/zyC927d%2Bf555/nscceY8SIEeXq15AhQ7j//vuJj49n4MCBtGvXDoPBYDo9PGvWLEJCQhg0aJDp%2BsNXX3213Mf9wgsvEB0dzeDBg5k4cSL9%2BvW7ofETERGRa9B9/CxmMF55AdwtZuPGjdx1111UrVoVgDNnztCqVSvWr19/1UkbNw17TFGLjobt26FpU7tc42cstv2Poz0vCs%2B18TwHKDleL6%2BS2PY4bm8u2jagnQ/4XL63zWO6uICvL2Rn2%2Bcav3KcMLE6Te6wQ2x7%2BOMOGlZ12eVgzsBqp3pvVosXL2bRokU888wzGAwGXn/9daKiom7%2BpE9ERETMOWGFztpu%2BRF88cUXcXFx4dFHH6VXr14UFxfz5ptv2rtbIiIicr10qtdit3zFr0aNGrz11lv27oaIiIiI3d3yiZ%2BIiIjcIpywQmdtGkERERERJ6GKn4iIiDgGVfwspsRPREREHIMSP4tpBEVERESchCp%2BIiIi4hhU8bOYRlBERETESajiJyIiIo5BFT%2BLKfETERERx3ATJn55eXlMmTKFtWvX4uXlxZAhQxgyZEip9fr378/WrVtLtffo0YMZM2Zw7tw5WrRoYbbM39%2BfLVu2WLW/SvxEREREbtCsWbPYvXs3H3zwAcePH%2BfZZ58lODiYTp06ma03d%2B5cCgoKTK/T0tIYM2YMffv2BWD//v34%2B/uzYsUK0zouFZDoKvETERERx3CTVfwuXLhASkoK8%2BfPJzIyksjISPbt28dHH31UKvHz9/c3fV1UVMRrr73G0KFDiYqKAuDgwYOEhoYSGBhYoX2%2BuUZQRERExEGkp6dTWFhIdHS0qa1Zs2akpaVRXFx81e2WLl3KuXPnGDZsmKlt//793HHHHRXZXUAVPxEREXEUFVDxy8jIIDMz06wtMDCQoKCga26bmZlJQEAAHh4eprbq1auTl5fH2bNnqVq1aqltjEYj7777LgMGDKBy5cqm9gMHDlBYWMgjjzzCyZMnad68OQkJCeXqx/VQ4iciIiKOoQISv8WLF5OUlGTWNmrUKOLj46%2B57cWLF82SPsD0Oj8/v8xttmzZwm%2B//UavXr3M2g8ePEjVqlVJSEjAaDTy2muv8cQTT5CSkoKrq%2Bv1HNKfUuInIiIiTqt3797ExcWZtZX3OjtPT89SCd6l115eXmVus2bNGtq0aWN2zR/AypUrMRgMpu3eeOMNYmJiSEtLo2nTpuXqT3ko8RMRERHHUAEVv6CgoBs%2BnVqjRg2ysrIoLCzEza0kpcrMzMTLyws/P78yt9m0aROjRo0q1e7t7W32ulq1avj7%2B3Py5Mkb6tvVaHKHiIiIyA1o0KABbm5u7Ny509SWmppKVFRUmbdiOXPmDEeOHKFZs2Zm7Tk5Odx9991s3rzZ1Hby5EmysrKoW7euVfusxE9EREQcg4uL9R8W8Pb2pnv37kyePJldu3axbt06FixYwIABA4CS6l9ubq5p/X379uHp6UlISIjZfnx8fGjWrBkzZsxg165d7Nmzh7Fjx9K6dWvCw8Mt6uOVlPiJiIiIY7jJEj%2BAhIQEIiMjGThwIFOmTCE%2BPp4OHToAEBMTw6pVq0zrnj59Gj8/PwwGQ6n9zJw5k4YNGzJ8%2BHD69%2B9P7dq1mTNnjsX9u5LBaDQarb5XsQp7fWcMBjvGdin9ZqhQ0dGwfTs0bQo7dtg2NrD4E9sPdEAAdOgAa9dCVpbNw9O%2BvW3jubqCvz%2BcPQtFRbaNDVCpku1jGgzg5QW5ufZ5L3vnZF57JWtycyv5wc7KgsJC28YG2L3b9jF9fODuu%2BH77yEnx/bx27WzfUyAjh2tv881a6y/z5uYJneIiIiIY7jJPrnDEWkERURERJyEKn4iIiLiGFTxs5gSPxEREXEMSvwsphEUERERcRKq%2BImIiIhjUMXPYhpBERERESehip%2BIiIg4BlX8LKbET0RERByDEj%2BLaQRFREREnIQqfiIiIuIYVPGzmEZQRERExEmo4iciIiKOQRU/iynxExEREcegxM9iGkERERERJ6GKn4iIiDgGVfwsphEUERERcRKq%2BImIiIhjUMXPYkr8RERExDEo8bOYRlBERETESajiJyIiIo5BFT%2BLKfETERERx6DEz2IaQREREREnoYqfiIiIOAZV/CymERQRERFxEqr4iYiIiGNQxc9iN9UIFhQUMHfuXO677z7uuusuYmNjmTFjBjk5OVaPNXfuXPr372/1/QKEh4ezZcuWCtm3iIiI03Jxsf7DydxUFb85c%2Bbwv//9j5deeonbbruNI0eOMH36dA4fPszbb79t1VhDhgypsMRPRERE5GZ0UyV%2Bn3/%2BOS%2B//DKtWrUCICQkhMmTJ/PYY4%2BRkZFBUFCQ1WJVrlzZavsSERERG3DCCp213VQjaDAY2Lx5M8XFxaa26OhoVq5cSUBAAHFxcSxdutS0bMuWLYSHhwNw9OhRwsPDefPNN7n77rtJSEggKiqKzZs3m9bPyckhKiqKbdu2mU71FhcX07p1a5YsWWJaz2g00qZNG7744gsAtm3bRo8ePWjUqBFdu3ZlzZo1Zv1OSkqiVatWtGzZkpSUlAoZGxERERFL3VQVvwEDBvDGG2%2Bwbt062rZty7333ktMTAz169cv9z62b9/OkiVLKC4u5ty5c3z55Zfcc889AHz99ddUrVqVZs2a8d133wHg4uJCp06d%2BPLLL/nrX/8KwM6dOzl79iz33XcfmZmZjBgxgrFjx9K6dWt27tzJxIkTqVatGs2bN2fx4sUkJyczc%2BZMatasyZQpU27o2DMyMsjMzDRrq1490KpVTocQHW3beBER5s82FhBg%2B5i%2BvubPtubqap94to57icFgv5j2iA2Am43/tNj7m%2BzjY/uYlSqZP9tSBVx3X26q%2BFnspkr8Ro4cyW233caiRYv49NNP%2BeSTT6hcuTKJiYmmpOxaBg4cyO233w7AAw88wMyZM3n%2B%2BecxGAysWbOGzp07Y7jit%2BEDDzxA//79ycnJwcfHhzVr1tC2bVt8fHx49913uffee%2BnXrx8AderU4ccff%2BSDDz6gefPmfPrppwwcOJB27doB8NJLL/HAAw9c97EvXryYpKSkK8ZjFKNHx1/3vqzBbn8wtm%2B3T9xFi%2BwStoNdopb444oKp2GvRNeePD3tFNjLDv/RAPj52Sfu3XfbJy5AZKTtY27YYPuYlyjxs9hNlfgBPPTQQzz00ENkZWXx3//%2Bl4ULF5KYmGg6pXsttWvXNn3drl07EhMTSUtLIzw8nE2bNpGcnFxqmyZNmhAYGMg333zDAw88wNq1axk/fjwABw8eZMOGDURfVokqKCggNDQUgAMHDjBy5EjTsvr161PpBv4D6927N3FxcWZt1asHYjRe964sZjBgl7gAhmZNbRswIqIk6evbF9LTbRsbWPuK7RNdX9%2BSpO%2B77yA72%2BbhadHCtvFcXUuOOTsbiopsGxvAy8v2MQ2GkqQvL88%2B72Wvi1m2DejqWpL0nT9vn2/y/v22j1mpUknSt2cPXLhg%2B/jisG6axC89PZ1ly5YxceJEAAICAujatSsdO3akQ4cOZtfqXVImz4mQAAAgAElEQVRUxhvc87J/cStVqkS7du1Ys2YNJ0%2BepHr16jRq1KjM%2BF26dGHNmjXUqVOHrKwsYmNjASgsLKRr16488cQTZuu7XXYqw3jFb1a3GzjNERQUVOq0rr2SL7vascM%2BcdPT7RI7y8Z/Hy%2BXnW2f%2BPb4u3wprj1i2/N9bDTaKX5hoR2CUvINtkdse576vHDBvvFtTRU/i900I1hUVMT777/P3r17zdo9PDzw8vKiatWquLu78/vvv5uWHTly5Jr7feCBB/jmm29Yt24dXbp0%2BdP1vv32W9asWUNcXBze3t4AhIaGcvjwYerUqWN6rF%2B/nuXLlwNw55138sMPP5j2c/ToUc6fP39dxy4iIiJiCzdN4hcZGUlsbCxPPfUUy5cv5%2BjRo%2BzcuZNJkyaRn59Phw4diIqK4rPPPuPnn39my5YtLFiw4Jr7bdOmDRkZGddM/Bo0aEBQUBALFy6kc%2BfOpva%2Bffuye/duXnvtNX755ReWL1/Oq6%2B%2BSnBwMAD9%2BvUjOTmZNWvW8PPPP5OYmIiL/iMRERGxPt3A2WI31RH/4x//oFu3biQlJdG5c2dGjBhBTk4OCxcuxMfHhzFjxuDn50ePHj2YPn06Tz/99DX36eHhQfv27alZsyYR15i52aVLF1xdXWnTpo2prXbt2rz99tts2rSJBx98kH/84x9MnDiRhx56CIBu3boxevRopk2bRt%2B%2BffnLX/6Cn70uMBYREbmVKfGzmMF45QVqctOw2wQLe07ucLHxdOLo6JKZxE2b2uUav8Wf2H6gAwKgQwdYu9Y%2B1/i1b2/beK6u4O8PZ8/a5xo/e9xtw2AomVSSm2uf97J3Tua1V7ImN7eSH%2BysLPtc47d7t%2B1j%2BviUzCb%2B/nv7XOP3x50sbO6PiZdWNXu29fd5E7tpJneIiIiI/CknrNBZm0ZQRERExEmo4iciIiKOQRU/i2kERURExDHchJM78vLyeO6552jevDkxMTF/eseRJ598kvDwcLPHhss%2BCeVf//oXrVu3Jjo6mueee46LFy9a3L8rqeInIiIicoNmzZrF7t27%2BeCDDzh%2B/DjPPvsswcHBdOrUqdS6Bw4cYPbs2bS67DMzq1SpAsCaNWtISkpi9uzZVKtWjYSEBGbPns2LL75o1f4q8RMRERHHcJOd6r1w4QIpKSnMnz%2BfyMhIIiMj2bdvHx999FGpxC8/P5%2BjR48SFRVFYGBgqX0lJyczcOBA2v0xY3rKlCk8/vjjjB8/3vShEtZwc42giIiIiINIT0%2BnsLCQ6OhoU1uzZs1IS0ujuLjYbN2DBw9iMBi47bbbSu2nqKiIH374gebNm5vamjRpQkFBAelW/hx5VfxERETEMVRAxS8jI4PMTPN7TwYGBhIUFHTNbTMzMwkICMDDw8PUVr16dfLy8jh79ixVq1Y1tR88eBAfHx8mTJjA1q1bqVmzJvHx8bRt25bz58%2BTl5dnFtPNzQ1/f39%2B%2B%2B03Kxzl/1PiJyIiIo6hAhK/xYsXk5SUZNY2atQo4uPjr7ntxYsXzZI%2BwPQ6Pz/frP3gwYPk5uYSExPD8OHD%2BfLLL3nyySdZvHgx1atXN9v28n1duR9LKfETERERp9W7d2/i4uLM2sq6Bq8snp6epRKzS6%2B9vLzM2p966in69%2B9vmswRERHBnj17%2BPTTTxk7dqzZtpfvy5rX94ESPxEREXEUFVDxCwoKKtdp3bLUqFGDrKwsCgsLcXMrSakyMzPx8vLCz8/PbF0XFxdT0ndJ3bp12b9/P/7%2B/nh6enLq1Cnq1asHQGFhIWfPni13ElpemtwhIiIicgMaNGiAm5sbO3fuNLWlpqYSFRWFyxVJ6sSJE0lISDBrS09Pp27duri4uBAVFUVqaqpp2c6dO3FzcyMiIsKqfVbiJyIiIo7hJruBs7e3N927d2fy5Mns2rWLdevWsWDBAgYMGACUVP9yc3MBiIuLY/ny5SxbtozDhw%2BTlJREamoq/fr1A6Bv37689957rFu3jl27djF58mR69eqlU70iIiLipG6y%2B/gBJCQkMHnyZAYOHIiPjw/x8fF06NABgJiYGGbMmEGPHj3o0KEDkyZN4p///CfHjx/nzjvv5N133yUkJASABx54gGPHjvHiiy%2BSn59Phw4dGD9%2BvNX7q8RPRERE5AZ5e3szc%2BZMZs6cWWrZTz/9ZPa6Z8%2Be9OzZ86r7Gj58OMOHD7d6Hy%2BnxE9EREQcw01Y8XM0GkERERERJ6GKn4iIiDgGVfwspsRPREREHIMSP4tpBEVERESchCp%2BIiIi4hhU8bOYRlBERETESajidxP742bfNmUwgJcX5OWB0Wj7%2BP/%2BxLZBAwKgA7D2le1kZdk0NAC9HzXYPmh0NHTYToeJTWHHDpuH/%2BBftv0eV60KXbvCpk1w5oxNQwMwsEum7YO6uYFXAF4Xs6Cw0Pbx/f1tHxPAx8cuYcctb2fzmLVrw9/uhr9vvJtjx2wenldtf8glVPGzmBI/ERERcQxK/CymERQRERFxEqr4iYiIiGNQxc9iSvxERETEMSjxs5hGUERERMRJqOInIiIijkEVP4tpBEVERESchCp%2BIiIi4hhU8bOYEj8RERFxDEr8LKYRFBEREXESqviJiIiIY1DFz2IaQREREREnoYqfiIiIOAZV/CymxE9EREQcgxI/i2kERURERJyEKn4iIiLiGFTxs5hGUERERMRJqOInIiIijkEVP4sp8RMRERHHoMTPYhpBERERESehip%2BIiIg4BlX8LKYRFBEREXESqviJiIiIY1DFz2JK/ERERMQxKPGzmEZQRERExEk4fMUvLi6OY8eOmV67ublx22238eijjzJo0KBrbjtq1Ch69OhRwb0UERERi6niZzGHT/wAnnvuObp06QJAYWEhmzdvJjExEX9/f7p3727n3omIiIjcHG6J1NnX15fAwEACAwOpVasWDz/8MK1atWLt2rX27pqIiIhYi4uL9R9O5pY9Yjc3N9zd3SksLOTVV18lJiaGZs2aMXr0aLKyskqtn5OTQ0JCAq1ateKuu%2B6iU6dOrFu3zrR81apVdOzYkaioKLp06WK2LDk5mXbt2hEVFUWPHj3Ytm2bTY5RRETEqSjxs9gtcar3cgUFBWzYsIFvv/2Wl19%2Bmddff51ly5bx8ssvExwczKRJk5g0aRJvvPGG2XbTp0/n0KFDLFiwAG9vb959910SExNp06YN2dnZTJgwgalTp9KyZUtWr17NuHHj2LhxI8ePH2fWrFkkJSVRv359kpOTGTNmDBs3bsTlOn6gMjIyyMzMNGvz8wskMDDIKuNSXgaD%2BbOtBQTYNp6vr/mzzUVH2z5mRIT5s41VrWrbeFWqmD/bnJsdfs26upo/S4WqXdv2MYOCzJ9t6bLL6sUB3RKJ36RJk5g2bRoAubm5eHl5MXDgQLp27co999zDs88%2BS5s2bQCYMmUK//nPf0rt4%2B6772bw4MGEhYUBMGTIEFJSUjh9%2BjRZWVkUFBRQs2ZNateuzZAhQwgPD8fT05Njx45hMBgIDg4mJCSEMWPG0K5dO4qLi68r8Vu8eDFJSUlmbSNHjmL06PgbHRaLeHraJSwdOtgnbqtW9olLh%2B12CgwsWmSXsF3tEhX%2B%2BBVgBzb%2Bb%2BZyfn72i20P7u52Cfu3v9klLAD9%2B9s%2B5rhxto9p4oQVOmu7JRK/0aNH0%2BGPjMHT05PAwEBcXV05c%2BYMZ8%2BeJTIy0rRu/fr1iY8vnUx1796ddevW8emnn3Lw4EH27NkDQFFREQ0aNCA2NpbBgwcTGhrKfffdR8%2BePfH29iYmJoawsDC6du1Kw4YNTcvcrvO//N69exMXF2fW5ucXSG7u9Y6GZQyGkqQvLw%2BMRtvGBti40bbxfH1Lkr7vvoPsbNvGBugwsantg0ZElCR9fftCerrNwy%2BfYttkt0qVkqRv40Y4d86moQHoGlP60pIK5%2BpakvSdPw9FRbaP7%2BNj%2B5ju7lBQYPu4wN/fsH3CGRRUkvR9%2BCFkZNg8vDiwWyLxq1atGnXq1CnVfj3J14QJE9ixYwfdunWjT58%2BBAYG0rt3bwAMBgPz5s1j165drF%2B/ni%2B//JJFixaxaNEiGjRoQEpKClu3bmXDhg0sXbqUjz/%2BmKVLl1KjRo1yxw8KCiLoipr9xYv2Sb6gJK49Ypdx%2BaVNZGfbKfaOHXYI%2Bof0dLvEP3PG5iGBkqTPLrELC%2B0Q9A9FRfaN7yTseeozI8PJTr2q4mexW3oE/fz8CAgIIP2yqsaPP/5ImzZtyL2slJaTk8OKFSt47bXXGD16NPfffz/n/igNGI1GDhw4wMyZM2nUqBFjx45l5cqV1KpVi02bNrFjxw7mzZvHPffcQ0JCAqtXryYvL4/U1FSbH6%2BIiMgt7Sac3JGXl8dzzz1H8%2BbNiYmJYcGCBVdd9%2Buvv6Zbt25ER0fTtWtX1q9fb7a8efPmhIeHmz1%2B//13i/t4uVui4vdn%2Bvfvz%2Buvv06NGjWoVq0a06dPp0mTJnh5eZnW8fDwwNvbm7Vr11K1alUOHTrE1KlTAcjPz8fPz4%2BPP/4YX19funbtyv79%2Bzl27BgNGzbEy8uLN998k%2BrVq9OqVSu%2B//57Lly4QHh4uL0OWURERGxk1qxZ7N69mw8%2B%2BIDjx4/z7LPPEhwcTKdOnczWS09PZ9SoUUyYMIG2bdvy3//%2Bl6effprPPvuMiIgITp48SXZ2NuvWrTPLUSpVqmTV/t7yid/w4cPJzs5mzJgxFBYWEhsbywsvvGC2joeHB7Nnz2bmzJl8%2BOGHhISE8OSTT/KPf/yDH3/8kQcffJC5c%2BcyZ84c3n77bapVq8a4ceOIiYkBSmYEv/XWW0ydOpXg4GBmz55NvXr17HG4IiIit66b7FTvhQsXSElJYf78%2BURGRhIZGcm%2Bffv46KOPSiV%2BK1as4J577mHAgAEA1KlTh6%2B%2B%2Bor//Oc/REREcODAAQIDA7ntttsqtM8On/h99dVXf7rc3d2diRMnMnHixD/dtn379rRv395s%2BSOPPGL6unXr1rRu3brMGN26daNbt27X020RERFxcOnp6RQWFhJ92a25mjVrxttvv13q7h4PP/wwBWVMQMr%2BY2bh/v37CQ0NrfA%2BO3ziJyIiIk6iAip%2BZd1HNzAwsNSEy7JkZmYSEBCAh4eHqa169erk5eVx9uxZql5249IrzwTu27eP7777jkcffRSAAwcOcPHiRfr378%2BhQ4do0KABzz33nNWTQSV%2BIiIi4hgqIPEr6z66o0aNKvPWb1e6ePGiWdIHmF7n5%2BdfdbszZ84QHx9P06ZNue%2B%2B%2BwA4ePAg586dY9y4cfj4%2BDB//nwGDRrEypUr8bHiLZKU%2BImIiIjTKus%2BuoGBgeXa1tPTs1SCd%2Bn15RM0Lnfq1CkGDx6M0WjkjTfeMJ0Ofu%2B99ygoKKBy5coAzJkzh7Zt27Jhwwa6drXere%2BV%2BImIiIhjqICKX1n30S2vGjVqkJWVRWFhoenewZmZmXh5eeFXxifnnDx50jS5Izk52exUsIeHh1n10NPTk5CQEE6ePHlDfbuam2t6jIiIiIiDaNCgAW5ubuzcudPUlpqaSlRUVKmPbb1w4QJDhw7FxcWFhQsXmn3Ig9FopH379ixdutRs/cOHD1O3bl2r9lkVPxEREXEMN9ntXLy9venevTuTJ0/m5ZdfJiMjgwULFjBjxgygpPrn6%2BuLl5cX8%2BbN49dff%2BXDDz80LYOSU8K%2Bvr7ExsYyd%2B5cateuTdWqVXn99depWbMmbdu2tWqflfiJiIiIY7jJEj%2BAhIQEJk%2BezMCBA/Hx8SE%2BPp4OHToAEBMTw4wZM%2BjRowdr1qwhNzeXnj17mm3/8MMP88orrzB%2B/Hjc3Nz429/%2BRk5ODvfccw/vvPMOrq6uVu2vEj8RERGRG%2BTt7c3MmTOZOXNmqWU//fST6evVq1f/6X48PT2vet9ha1LiJyIiIo7hJqz4ORolfiIiIuIYlPhZTCMoIiIi4iRU8RMRERHHoIqfxTSCIiIiIk5CFT8RERFxDKr4WUyJn4iIiDgGJX4W0wiKiIiIOAlV/ERERMQxqOJnMY2giIiIiJNQxU9EREQcgyp%2BFlPiJyIiIo5BiZ/FNIIiIiIiTkIVPxEREXEMqvhZTCMoIiIi4iQMRqPRaO9OyFVcvGj7mAYDeHlBbi7Y4Ufj9AVvm8ZzdQV/fzh7FoqKbBoagBUrbB%2BzalXo2hWWL4czZ2wff%2BAgg20DRkfD9u3QtCns2GHb2MAXy2z/PqpSBWJj4euv4dw5m4fn9tttG8/bGyIiID3dPr82o2uesH1QNzcIDITMTCgstH38WrVsHxNg3z7r7/POO62/z5uYTvWKiIiIY9CpXotpBEVERESchCp%2BIiIi4hhU8bOYRlBERETESajiJyIiIo5BFT%2BLKfETERERx6DEz2IaQREREREnoYqfiIiIOAZV/CymERQRERFxEqr4iYiIiGNQxc9iSvxERETEMSjxs5hGUERERMRJqOInIiIijkEVP4tpBEVERESchCp%2BIiIi4hhU8bOYEj8RERFxDEr8LKYRFBEREXESqviJiIiIY1DFz2IaQREREREnoYqfiIiIOAZV/CymxE9EREQcgxI/i2kERURERJyEKn4iIiLiGFTxs5hGUERERMRJqOInIiIijkEVP4tpBC%2BzdOlSwsPDSUlJsXdXRERE5EouLtZ/WCgvL4/nnnuO5s2bExMTw4IFC6667t69e%2BnZsyeNGzfmr3/9K7t37zZbvmLFCtq3b0/jxo0ZOXIkZ86csbh/V1Lid5mVK1dy%2B%2B2388UXX9i7KyIiIuIAZs2axe7du/nggw%2BYNGkSSUlJrF69utR6Fy5cYPjw4TRv3pylS5cSHR3NiBEjuHDhAgC7du0iMTGRUaNGsXjxYs6fP09CQoLV%2B6vE7w%2BnT5/mu%2B%2B%2BY%2BTIkWzbto0jR47Yu0siIiJyuZus4nfhwgVSUlJITEwkMjKS%2B%2B%2B/n6FDh/LRRx%2BVWnfVqlV4enoyYcIE6tWrR2JiIpUrVzYliQsXLqRz5850796diIgIZs2axTfffGP1fESJ3x9Wr16Nr68vDz30EEFBQWZVv9zcXBITE2nWrBmtW7cmJSWFhg0bcvToUQBOnDjBE088QePGjYmLiyMpKYmioiJ7HYqIiIjYQHp6OoWFhURHR5vamjVrRlpaGsXFxWbrpqWl0axZMwwGAwAGg4GmTZuyc%2BdO0/LmzZub1q9VqxbBwcGkpaVZtc%2Ba3PGHlStXEhsbi4uLC3FxcSxbtoyRI0diMBh46aWX2LFjB%2B%2B99x6FhYUkJiaaEjuj0cioUaOIiIjg888/JzMzkxdffBGDwcDIkSPLHT8jI4PMzEyztkA/P4ICA616nNf0xw%2Bk6dnGXF3tE8/WcS%2BpWtX2MatUMX%2B2uct%2BQdpERIT5s43ZY5x9fMyfbc3b27bxPD3Nn23OzQ5/Si/FtEfswkLbx7ykAiZ3lPn3NzCQoKCga26bmZlJQEAAHh4eprbq1auTl5fH2bNnqXrZL/nMzEzq169vtn21atXYt2%2BfqR9XxqxWrRq//fbbdR/Tn1HiR0nFbvv27QwePBiADh068PHHH5OamkqDBg1YtmwZ8%2BfPp0mTJgA8//zzDB06FIDNmzdz/PhxUlJScHFxoW7dujz77LMkJCRcV%2BK3ePFikpKSzNpGjRxJ/OjRVjrK62Sn36D%2BXnYJi6%2BvfeJ27WqfuABt2tgpcNft9om7aJFdwsbaJWqJy4oHTiE01F6RbfwP%2BuUCAmwf88QJ28f8gxHrFyXK/Ps7ahTx8fHX3PbixYtmSR9gep2fn1%2BudS%2Btl5ub%2B6fLrUWJHyXVPk9PT2JiYgBo0aIFVapU4fPPP8fT05OCggKioqJM619e0j1w4ABnz56lWbNmprbi4mJyc3PJysoioJxvyt69exMXF2fWFujnB7m5lhza9TMYSpK%2BvDwwGm0bGziba9vMz9W1JOnLzgZ7nJ3ftMn2MatUKUn6Nm6Ec%2BdsH7/rpKa2DRgRUZL09e0L6em2jQ18/artE10fn5Kkb9s2yMmxeXhq1rRtPE/PkqTv0KGSX122FlEt89orWZubW0nSl5Vl3wrcLaDMv7/lPNvm6elZKjG79NrLy6tc615a72rLva1cQlfiR0nil5uba5a8FRUVsXr1ah555JFS6xsvS4gKCwupW7cub731Vqn1fK%2BjjBQUFFS6rHzxol2SL6Akrh1i2%2BvSyKIi%2B8SugJn65XbunJ3i79hhh6CUJH12iG2P5PqSnBz7xLfXZQR5eSW/Nm3OnolXYaFTJX5XXDZnFWX%2B/S2nGjVqkJWVRWFhIW5/nHbPzMzEy8sLPz%2B/UuueOnXKrO3UqVOm2FdbXt4ktLycfnLHoUOH2Lt3L88//zzLli0zPV577TVycnI4fPgw7u7uZvfaufzr0NBQjh8/TtWqValTpw516tTh6NGjvPHGG6YLOEVERMRyxcXWf1iiQYMGuLm5mSZoAKSmphIVFYXLFdcjNm7cmB07dpiKR0ajke3bt9O4cWPT8tTUVNP6J06c4MSJE6bl1uL0id/KlSvx9/end%2B/ehIWFmR5dunShfv36LF%2B%2BnB49ejB9%2BnTS0tLYuXMn06dPB0pm5MTExFC7dm3Gjx/PTz/9xLZt23jhhRfw9vbG1V4zBkRERKTCeXt70717dyZPnsyuXbtYt24dCxYsYMCAAUBJ9S/3j0u2OnXqxPnz55k%2BfTr79%2B9n%2BvTpXLx4kc6dOwPQp08fvvjiC1JSUkhPT2fChAnExsZy2223WbXPSvxWrqRr166lLqiEkm/C//73P0aMGEF4eDiDBg0iPj6eBx98EAB3d3dcXV355z//SXFxMb169SI%2BPp62bdvy/PPP2/pQREREbmk3W8UPICEhgcjISAYOHMiUKVOIj4%2BnQ4cOAMTExLBq1SoAfHx8mDdvHqmpqfTo0YO0tDTeeecdKlWqBJTMH5g6dSpvvvkmffr0oUqVKsyYMcPyDl7BYDTa6yIyx7Fu3TpatWpF5cqVgZK7a/ft25cdO3bg7u5ecYHtcbGKwQBeXiWTSuzwo3H6gm3vA%2BHqCv7%2BcPasfa7xW7HC9jGrVi2ZTbx8uX2u8Rs4yMaXQERHw/bt0LSpXa7x%2B2KZ7d9HVapAbCx8/bV9rvG7/XbbxvP2LpnDk55un1%2Bb0TXtMMvVzQ0CAyEz0z7X%2BNWqZfuYVMzkHbvdBshONLmjHJKSktiwYQPDhw/n999/Z/bs2cTFxVVs0iciIiJmKmJyh7Nx%2BlO95TFnzhyOHj1K9%2B7dGTx4MCEhIabr/ERERMQ2bsZTvY5GFb9yqF%2B/Ph988IG9uyEiIiJiESV%2BIiIi4hCcsUJnbTrVKyIiIuIkVPETERERh6CKn%2BWU%2BImIiIhDUOJnOZ3qFREREXESqviJiIiIQ1DFz3Kq%2BImIiIg4CVX8RERExCGo4mc5JX4iIiLiEJT4WU6nekVERESchCp%2BIiIi4hBU8bOcKn4iIiIiTkIVPxEREXEIqvhZTomfiIiIOAQlfpbTqV4RERERJ6GKn4iIiDgEVfwsp4qfiIiIiJNQxU9EREQcgip%2BllPiJyIiIg5BiZ/lDEaj0WjvTkjZzp2zfUwXF/D1hexs%2B7zBPDxsG89gAC8vyM0Fe7wTvHMybR/UzQ0CAiArCwoLbR7%2Bi/8F2jRelSoQGwtff22f91S37gbbB42Ohu3boWlT2LHD9vHnzrVtvMBA6N0bFi%2BGTDu8p%2B67z/YxvbwgNBQOHSr5BWZrDRrYPiZw4ID191mvnvX3eTNTxU9EREQcgip%2BltPkDhEREREnoYqfiIiIOARV/CynxE9EREQcghI/y%2BlUr4iIiIiTUMVPREREHIIqfpZTxU9ERETESajiJyIiIg5BFT/LKfETERERh6DEz3I61SsiIiLiJFTxExEREYegip/lVPETERERcRKq%2BImIiIhDUMXPckr8RERExCEo8bOcTvWKiIiIOAlV/ERERMQhqOJnOSV%2BIiIi4hCU%2BFlOp3pFREREnIQSPxEREXEIxcXWf1Q0o9HInDlzuOeee2jRogWzZs2i%2BE8C79y5k0cffZTo6Gg6duxISkqK2fKHHnqI8PBws8fPP/9c7v7oVK%2BIiIhIBXn//fdZsWIFSUlJFBYWMn78eKpVq8bjjz9eat3MzEyGDRtGnz59eOWVV9izZw8JCQkEBgYSGxtLUVERv/zyCwsXLuSOO%2B4wbRcQEFDu/ijxExEREYfgiNf4JScnM3r0aJo3bw7AM888w%2Buvv15m4rdu3TqqV6/OuHHjALjjjjvYsmULy5cvJzY2lqNHj1JQUECjRo3w9PS8of4o8RMRERGH4GiJ38mTJzlx4gR33323qa1Zs2YcO3aMjIwMgoKCzNZv3bo1DRo0KLWfnJwcAPbv30%2BtWrVuOOkDJX4iIiLixDIyMsjMzDRrCwwMLJWU3YhL%2B718X9WrVwfgt99%2BKxUjJCSEkJAQ0%2BvTp0%2BzcuVK4uPjAThw4ADu7u6MGDGC3bt3ExoayoQJE2jUqFG5%2B6TET0RERBxCRVT8Fi9eTFJSklnbqFGjTMnWteTm5nLy5Mkyl124cAEADw8PU9ulr/Pz86%2B53/j4eKpXr07v3r0BOHToEOfOnaNnz56MHj2aTz/9lIEDB7Jq1Spq1apVrv4q8RMRERGn1bt3b%2BLi4szaAgMDy719WloaAwYMKHPZ%2BPHjgZIk79Lp2UsJn7e391X3%2Bfvvv/PUU0/xyy%2B/sGjRItO606ZNIzc3Fx8fHwAmT57M9u3b%2BeKLL3jiiSfK1d9bMvErKCjg7bffZtmyZZw8eZLq1avTsWNH4uPj8fHxIS4ujlGjRtGjRw/69%2B9PixYt/jSzT05O5pNPPuHXX3%2BlSpUqtG3blrFjx17XD4aIiIhYpiIqfkFBQRad1m3ZsiU//fRTmctOnjzJ7NmzyczMNJ3CvXT692o5RE5ODkOHDuXXX3/lgw8%2BMJu96%2BbmZkr6AAwGA3Xr1r1qxbEst%2BR9/E1EiR4AACAASURBVObMmcPatWt56aWXWL16NTNmzODbb7/lmWeeAeCzzz6jS5cu5dpXcnIy7733Hs888wyrV69m7ty5/PLLLwwdOvRP78MjIiIi1uVo9/GrUaMGwcHBpKammtpSU1MJDg4uM9ksLi5m1KhRHD16lA8//JA777zTbHn//v3NTksXFxfz008/Ubdu3XL36Zas%2BH3%2B%2Bee8/PLLtGrVCii5WHLy5Mk89thjZc6iuda%2BBg8ebCoDh4SE8Oqrr9K2bVt27dpFkyZNKuQYRERExPH16dOHOXPmULNmTQD%2B/ve/M2TIENPyM2fO4OnpSeXKlfnss8/YsmUL//znP/Hz8zNVB93d3fH39ycuLo4333yTBg0aEBoaSnJyMtnZ2Tz88MPl7s8tmfgZDAY2b95MXFwcLi4lRc3o6GhWrlxJQECA2aleKJlZ069fP9LS0mjQoAFTp04lIiLCtK9t27bRt29f0wWZNWvWZNWqVdSuXRsoycBbtmzJt99%2By969e4mMjGTatGnUq1fPDkcvIiJya3LEE22PP/44p0%2BfZtSoUbi6uvLII48waNAg0/JHHnmEhx9%2BmPj4eNasWUNxcTEjRoww20eLFi348MMPGTRoEHl5ebz00kucOnWKxo0b8/7775ud/r2WWzLxGzBgAG%2B88Qbr1q2jbdu23Pt/7d1/fM31///x27HfzKTZMKJRWWGLMLz9XKOIZG%2Bfrx9F3nlfEkZJZFt5%2B/2bN7Z3ST9EElHkR7JQKz9WWcs7PybNz9A2P8LYzLbz/UPO29ow7Zzz6pxzv14uu5yz5%2Bt1Xs/HwZzHHs8fr5YtadWqFffcc0%2BJ569atYrY2FjGjRvHa6%2B9RnR0NBs3bsTNzY1%2B/frx8ssv07ZtW9q1a0fz5s1p27ZtsaTujTfeYMSIEUycOJGEhASeffZZNmzYUGQlz82UtJzcxyeAgICyLye/Hb/nyZZHezOZjOnP3v1auBvwI%2BjmVvTRzipVsm9/1/4/vI3/F62rUSP79/n7L66WR3uz9/zna3ctuI27F1iVt7f9%2B7z22VLKzxirys21f58OzM3NjZiYGGJiYko8vmXLFsvzt99%2B%2B6bXMplMPPfcc6VeyFHiNcxms/lPv/ovbM2aNSxdupRdu3ZRWFhIhQoViIuL4%2B9//3uxxR2VK1dm3rx5wNVJla1bt2bu3Lm0adMGgKSkJBYtWsS3337LlStX8PT0ZPDgwQwaNAi4WvHz8/PjP//5T5FrzJ49m/bt25cq3vj4%2BGLLyYcMiWbYsNItJxcREbGLffughE2G7WHDButfs1Mn61/zr8wpK35w9SbGjz/%2BOGfPnmXr1q0sWbKEuLg46tWrV%2Bzc6zc%2B9PX1JTg4mIMHD1oSv7Zt29K2bVuys7NJTk5m2bJlzJkzh3vuuYcOHToA0Lhx42LXSE9PL3XiV9Jych%2BfAC5cuO23XiblykGFCnDxojEldQ8P%2B/ZnMoGXF1y%2BDEb8CuSdc9b%2Bnbq5gZ8fnD8PBQV27/7LXfatyvj6QpMmsHMn/L75vV21e7HxrU%2BytpAQWLoU%2BvSBtDT79//yy/btr3Jl6NgREhPhrAE/U82a2b9PT0%2BoUQOOH4db7AfnTBxxqPevxukSv7S0NFavXs3o0aOBqzcu7tq1K4888ggdO3YkOTm52Gvc/jDkVVhYiIeHBydPnmT%2B/PnExcXh6emJr68vkZGRPPzww/Tq1Yvt27dbEj/3PwzZFRQUWOYXlkZJy8nPnTPuH7k9VjuVxKj6s9lsUN/5%2BQZ0%2BruCAkP6P3fO7l0CV5M%2BQ/pOTTWg09%2BlpRnT/x%2BmrdjN2bPG9G3k0GdenoZe5bY43XYuBQUFLFy4kL179xZp9/T0xNvbmzvvvLPYa3766SfL8/Pnz3P48GHq1KmDp6cnK1as4KuvvipyvslkwtfXt8i10q77rfrChQscPXq0xOqiiIiI/DmOtp3LX5HTVfzq169Pu3btGDx4MCNGjKBRo0acOnWKVatWkZeXR8eOHYvNpVu7di2NGjWicePGzJkzh9q1a9O8eXNMJhO9evUiNjaWrKws/va3v3HhwgU2bdrEjz/%2ByIQJE4pcIzw8nIYNGzJ37lyCgoIIDw%2B399sXERERuSGnS/wA5syZw/z580lISODEiROUL1%2BeVq1asWTJkhKXPPft25eVK1cyYcIEGjVqREJCAqbfl3nGxsZSo0YNli5dytSpU3F3d6dp06YsWbKEoKAgyzW6du3KsmXL%2BNe//kWTJk148803iw3/ioiIyJ/nihU6a3PKzMTHx4fhw4czfPjwEo9fv3T6vffeu%2Bm13N3dGTBgAAMGDLjpeUFBQUyZMuX2gxUREZFSUeJXdk43x09ERERESuaUFT8RERFxPqr4lZ0SPyu41XCxiIiIyF%2BBEj8RERFxCKr4lZ0SPxEREXEISvzKTos7RERERFyEKn4iIiLiEFTxKztV/ERERERchCp%2BIiIi4hBU8Ss7JX4iIiLiEJT4lZ2GekVERERchCp%2BIiIi4hBU8Ss7VfxEREREXIQqfiIiIuIQVPErOyV%2BIiIi4hCU%2BJWdhnpFREREXIQqfiIiIuIQVPErO1X8RERERFyEKn4iIiLiEFTxKzslfiIiIuIQlPiVnYZ6RURERFyEKn4iIiLiEFTxKzslfiIiIuIQlPiVnRK/vzA/P%2BP69vU1pl/TqSz7dujuDt6V8c45C/n59u0b4I477N/nNQb9JdeqZd/%2BfHyuPlarBpUq2bdvAOLj7d9nQMDVx5dfhiw7/0wBDB1q3/4aNYKePWHaNEhNtW/fAMnJ9u/z2v9X2dlw6ZL9%2BxeHpcRPREREHIIqfmWnxR0iIiIiLkIVPxEREXEIqviVnRI/ERERcQhK/MpOQ70iIiIiLkIVPxEREXEIqviVnSp%2BIiIiIi5CFT8RERFxCKr4lZ0SPxEREXEISvzKTkO9IiIiIjZiNpuZOXMmzZs3p1mzZkyfPp3Cm2SwEydOpF69ekW%2BlixZYjm%2Bbt06IiMjCQsLY8iQIZw5c%2Ba24lHFT0RERByCI1b8Fi5cyLp160hISCA/P5%2BRI0fi7%2B/PgAEDSjw/PT2dESNG0L17d0ub7%2B%2B32Pzvf/9LXFwc48aNIyQkhEmTJhETE8Mbb7xR6nhU8RMRERGxkcWLFzNs2DCaNGlC8%2BbNeemll3j//fdveH56ejoPPPAAAQEBli%2Bf3286vmTJEjp16sQTTzxBSEgI06dPJykpiWPHjpU6HiV%2BIiIi4hAKC63/ZUsZGRmcPHmSpk2bWtoeeughjh8/TmZmZrHzs7OzycjI4O677y7xert27aJJkyaW76tXr05QUBC7du0qdUxK/ERERMQhOFril5WVBUBgYKClrUqVKgD8%2Buuvxc5PT0/HZDIxf/582rRpw%2BOPP86qVassxzMzM4tcC8Df37/Ea92I5viJiIiIy8rMzLQkaNcEBAQUS7BuJDc3l4yMjBKPXbp0CQBPT09L27XneXl5xc4/ePAgJpOJOnXq8NRTT/Hdd9/x6quv4uvrS4cOHcjNzS1yrWvXK%2BlaN6LET0RERByCLSp0y5cvJyEhoUhbdHQ0Q4cOLdXrd%2B3aRb9%2B/Uo8NnLkSOBqkufl5WV5Dljm7V3viSeeoH379txxxx0AhISEcPjwYT744AM6dOiAl5dXsSQvLy%2BvxGvdiBI/ERERcVk9e/YkIiKiSFtAQECpXx8eHs7%2B/ftLPJaRkcGMGTPIysqiZs2awP%2BGf0vqw2QyWZK%2Ba%2BrUqUNycjIAVatW5dSpU0WOnzp16rbiVeInIiIiDsEWFb/AwMBSD%2BverqpVqxIUFERKSool8UtJSSEoKKjEPufOnUtqairvvvuupS0tLY06deoAEBYWRkpKClFRUQCcPHmSkydPEhYWVuqYlPiJiIiIQ3DEffx69%2B7NzJkzqVatGgCzZs3imWeesRw/c%2BYMXl5eVKhQgfbt27NgwQLefvttOnTowNatW1m9ejWLFy%2B2XKtv3748%2BOCDNGzYkEmTJtGuXTvuuuuuUsejxE9ERETERgYMGMDp06eJjo7Gzc2NHj160L9/f8vxHj160L17d4YOHUpoaChz585l3rx5zJ07lxo1ajBr1iwaNWoEQKNGjRg/fjzz5s3j3Llz/O1vf2PChAm3FY8SPxEREXEIjljxc3NzIyYmhpiYmBKPb9mypcj3kZGRREZG3vB6UVFRlqHeP0P7%2BImIiIi4CFX8RERExCE4YsXvr0aJn4iIiDgEJX5lp6FeERERERfhlBW/iIgIjh8/bvne3d2du%2B66i169ehVZSWMN8fHxfPvtt7z33ntWva6IiIgUpYpf2Tll4gcQGxtL586dAcjPzyc5OZm4uDjuuOMOnnjiCYOjExEREbE/px3qrVixIgEBAQQEBFC9enW6d%2B9OixYtSExMNDo0ERER%2BRMKC63/5WqcNvEribu7Ox4eHmRnZxMTE0OLFi1o0KABjz76KJs2bbKcV69ePebOnUt4eDjPPfccAF999RXdu3cnLCyMxx9/nB07dljOv3LlCuPGjaNx48a0bNmShQsX2v29iYiIODslfmXntEO917ty5QpffPEF27ZtY/LkyUyaNIlDhw7xzjvv4OPjw1tvvUVcXBxt2rTB09MTgC%2B%2B%2BIIPPviAwsJCDhw4wKBBgxgyZAidO3cmMTGRwYMHW6qHqamphIaGsnr1arZs2cKUKVNo06YNdevWLXWMmZmZlhs3X1OlSoDN7h/4l%2BVu53%2BSbm5FH8XmfHzs25%2BXV9FHu7uNm6dbTeXKRR/t7fe7DNhNSEjRR3srX97%2BfXp7F320p0uX7N%2BnWI3JbDabjQ7C2iIiIsjKysL99yQiNzcXb29v%2BvTpw8iRI/n4449p0KAB9913HwAHDx6kU6dOfPnll1SvXp169eoxduxYevfuDcCUKVPYu3dvkQUcc%2BbMoWvXrnz66aesWLGCpKQkTCYTAE2bNmXcuHGWOYalER8fT0JCQpG2IUOiGTZsaJn%2BLERERKzqm28gPNyQrofa4CMxPt761/wrc9qK37Bhw%2BjYsSMAXl5eBAQE4PZ7VeeJJ55g06ZNfPjhhxw8eJA9e/YAUFBQYHl9jRo1LM8PHTpE/fr1i1z/hRdesDyvWbOmJemDq/MLL1%2B%2BfFvx9uzZk4iIiCJtVaoEYERabjJhSL8Apt/O2rdDNzfw84Pz5%2BG6v3%2B78fW1f58AHh5w5YohXaele9i1Py8vCA6GQ4fgNn8srSJk13L7d1q5MnTsCImJcNbOP1MA06bZt7%2BQEFi6FPr0gbQ0%2B/YNsGiR/fv09oZ774UDByA31/79i8Ny2sTP39%2Bf2rVrl3hs1KhRpKam0q1bN3r37k1AQAA9e/Ysco7XdeNC7rcYfnQrYZjwdgupgYGBxYZ1na8WWwr5%2Bcb0W1BgXN8uJifHmH4vXzao7z9M4bCrs2eN6T811f59wtWkz4i%2BjRz6zM11qaFXV5yTZ21Om/jdSHZ2NuvWrePDDz8kNDQUgKSkJODGyVrt2rXZt29fkbZevXrRt29f2wYrIiIiFkr8ys6lVvUCeHp64uPjQ2JiIr/88gtff/0148ePByAvL6/E1/Tu3ZudO3eycOFCjhw5whtvvMGBAwdo0qSJPUMXERERKROXTPxmzJjBxo0beeyxx5g6dSqDBg0iICCgWFXvmlq1ahEfH89HH31Ely5d2LhxI/Pnz6dq1ap2jl5ERMR1aTuXsnPKod4tW7bc9HhkZCSRkZFF2nr06GF5vn///mKvad%2B%2BPe3bty/WPrSEJUa36l9ERETECE6Z%2BImIiIjzccUKnbUp8RMRERGHoMSv7Fxujp%2BIiIiIq1LFT0RERByCKn5lp4qfiIiIiItQxU9EREQcgip%2BZafET0RERByCEr%2By01CviIiIiItQxU9EREQcgip%2BZafET0RERByCEr%2By01CviIiIiItQxU9EREQcgip%2BZaeKn4iIiIiLUMVPREREHIIqfmWnxE9EREQcghK/stNQr4iIiIiLUMVPREREHIIqfmWnip%2BIiIiIi1DFT0RERByCKn5lp8RPREREHIISv7LTUK%2BIiIiIi1DFT0RERByCKn5lp8TvL8xUWGBMx25uxvW9e7d9%2B/P1haZN4eefITvbvn0DL65tb/c%2Ba9SAESNg1jwPjh%2B3e/fMHnnSvh26uwMBhPhnQX6%2BffsGePhh%2B/fp7X31sVkzyM21f//Jyfbtr3z5q4%2BLFsGlS/btG6B5c/v32agRfP89PP00pKbav3%2Bz2f59ilUo8RMRERGHoIpf2SnxExEREYegxK/slPiJiIiI2IjZbGbWrFmsXLmSwsJCevTowUsvvUS5csXX144ePZpVq1YVaw8PD2fx4sUANGnShAsXLhQ5/v3331OhQoVSxaPET0RERByCI1b8Fi5cyLp160hISCA/P5%2BRI0fi7%2B/PgAEDip0bFxfHiBEjLN8fP36cvn370q9fPwAyMjK4cOECmzZtwvvaXF6g/LV5rqWgxE9ERETERhYvXsywYcNo0qQJAC%2B99BJz584tMfGrWLEiFStWtHw/evRoHn30USIjIwFIT08nICCAu%2B6660/Ho8RPREREHIKjVfwyMjI4efIkTZs2tbQ99NBDHD9%2BnMzMTAIDA2/42h07dvDdd9%2BxceNGS9vPP/9McHBwmWJS4iciIiIOwRaJX2ZmJllZWUXaAgICbpqUlda1615/rSpVqgDw66%2B/3rSPBQsW0L17d6pXr25pS09PJycnh759%2B3Lo0CHuv/9%2BYmNjbysZVOInIiIiLmv58uUkJCQUaYuOjmbo0KGlen1ubi4ZGRklHrv0%2B76Snp6elrZrz/Py8m54zWPHjpGcnExcXFyR9oMHD3Lu3DlefPFFfH19efPNN%2Bnfvz/r16/H19e3VPEq8RMRERGHYIuKX8%2BePYmIiCjSFhAQUOrX79q1y7L44o9GjhwJXE3yvLy8LM8BfHx8bnjNjRs3cv/993PPPfcUaX/77be5cuWKZQXvzJkzadu2LV988QVdu3YtVbxK/ERERMRlBQYGlmlYNzw8nP3795d4LCMjgxkzZpCVlUXNmjWB/w3/3iy5/Prrr3m4hLv%2BeHp6Fqkeenl5UbNmzRtWHEtSfBMZERERkb%2BgwkLrf9lS1apVCQoKIiUlxdKWkpJCUFDQDZNNs9nMjz/%2BSOPGjYu1R0ZG8vHHH1vaLl26xJEjR6hTp06pY1LFT0RERByCo63qBejduzczZ86kWrVqAMyaNYtnnnnGcvzMmTN4eXlZhm%2BPHz/OxYsXiw3zmkwm2rVrR3x8PDVq1ODOO%2B9k7ty5VKtWjbZt25Y6HiV%2BIiIiIjYyYMAATp8%2BTXR0NG5ubvTo0YP%2B/ftbjvfo0YPu3btbFpOcPn0agEqVKhW71siRI3F3d2fEiBFkZ2fTvHlzFixYgJubW6njUeInIiIiDsERK35ubm7ExMQQExNT4vEtW7YU%2BT4sLOyGcwa9vLwYPXo0o0eP/tPxaI6fiIiIiItQxU9EREQcgiNW/P5qlPiJiIiIQ1DiV3Ya6hURERFxEar4iYiIiENQxa/sVPETERERcRGq%2BImIiIhDUMWv7JT4iYiIiENQ4ld2GuoVERERcRGq%2BImIiIhDUMWv7FTxExEREXERLlnxi4iI4Pjx48XaGzduzAcffGBARCIiInIrqviVnUsmfgCxsbF07ty5SJuHh4dB0YiIiMitKPErO5dN/CpWrEhAQIDRYYiIiIjYjeb4/UF2djYxMTG0aNGCBg0a8Oijj7Jp0ybL8Xr16jF37lzCw8N57rnnANi5cydRUVGEhobStWtXNm7caFT4IiIiTquw0PpfrsZlK343MmnSJA4dOsQ777yDj48Pb731FnFxcbRp0wZPT08AvvjiCz744AMKCwvJyspi4MCBDB8%2BnNatW/PDDz8wevRo/P39adKkSan7zczMJCsrq0hbgL8/ga5WlfT1tW9/5csXfbSzGjXs32dgYNFHu3O383871/qzd7/XeHvbv8/f/6%2ByPNpbfr59%2B7v2Z2zEnzVAo0b27zMkpOijPaWm2r/P37liomZtJrPZbDY6CHuLiIggKysL9z98EGzbto3PPvuMBg0acN999wFw8OBBOnXqxJdffkn16tWpV68eY8eOpXfv3gDMmTOH9PR04uPjLdeZOnUqx48fL9J2K/Hx8SQkJBRpix4yhKHDhv3ZtykiImJ9JhMYlDrce6/1r3nggPWv%2BVfmshW/YcOG0bFjxyJtPj4%2BPPHEE2zatIkPP/yQgwcPsmfPHgAKCgos59W4rkxz8OBBvvjiCxpd9xvflStXCA4Ovq14evbsSURERJG2AH9/uK5fu3FzM6ZfgO%2B/t29/5ctD/fqwZw9cumTfvoFZXzW1e5%2BBgdC3L7z3HmRm2r17RvTLuvVJ1uTuDpUrw9mz9q9EAWRn279PT8%2Br5eTjxyEvz/792/s9e3tfzQgOHIDcXPv2DfD00/bvMyQEli6FPn0gLc3%2B/RtEFb%2Byc9nEz9/fn9q1axdrHzlyJKmpqXTr1o3evXsTEBBAz549i5zj5eVleZ6fn0/Xrl0t8/2u%2BWM18VYCAwMJ/OPYm1HJl5GM%2BJCEq0mfAX2XsKuQ3WRmGtS/EcnXtX6N6NuIROSavDxj%2Bjfglyjg6ns1om8Dhz5JSzO2f3E4Lpv4lSQ7O5t169bx4YcfEhoaCkBSUhIANxoRDw4OJjU1tUgS%2Bc4775CXl1csGRQREZE/TxW/stOq3ut4enri4%2BNDYmIiv/zyC19//TXjx48HIO8GwyV9%2BvRh9%2B7d/Pvf/%2Bbw4cOsXbuW2bNnExQUZM/QRUREnJ5W9ZadEr/reHp6MmPGDDZu3Mhjjz3G1KlTGTRoEAEBAezbt6/E19SoUYP58%2Bfz9ddf06VLF%2BbMmcPo0aN5/PHH7Ry9iIiIyM255FDvli1bbngsMjKSyMjIIm09evSwPN%2B/f3%2Bx17Rs2ZKPP/7YegGKiIhIMa5YobM2VfxEREREXIRLVvxERETE8ajiV3ZK/ERERMQhKPErOw31ioiIiLgIVfxERETEIajiV3aq%2BImIiIi4CFX8RERExCGo4ld2SvxERETEISjxKzsN9YqIiIi4CFX8RERExCGo4ld2qviJiIiIuAhV/ERERMQhqOJXdkr8RERExCEo8Ss7DfWKiIiIuAhV/ERERMQhqOJXdqr4iYiIiLgIVfxERETEIajiV3ZK/ERERMQhKPErOw31ioiIiNiY2WzmmWee4eOPP77peceOHaN///48%2BOCDdO7cma1btxY5vn37drp06UJYWBj9%2BvXj2LFjtxWHEj8RERFxCIWF1v%2ByT9yFTJw4kW3btt30PLPZzJAhQ6hSpQofffQR3bp1Izo6mhMnTgBw4sQJhgwZQlRUFCtXruTOO%2B9k8ODBmM3mUseixE9ERETERjIyMnj66afZsmULfn5%2BNz03OTmZY8eOMX78eOrWrcvAgQN58MEH%2BeijjwBYsWIFDRo04JlnnuHee%2B9lypQpHD9%2BnG%2B//bbU8SjxExEREYfgiBW/PXv2UL16dT766CMqVqx403N37drFAw88QPny5S1tDz30ED/88IPleJMmTSzHfHx8qF%2B/vuV4aWhxh4iIiDgEWyRqmZmZZGVlFWkLCAggMDDQKtePiIggIiKiVOdmZWUV69ff359ff/21VMdLQ4nfX5mbm927zMzMZPny5fTs2dNq/%2BhvS/v2du0uMzOT5fHxhr3f2fZ9u8DV9xwfv5y%2BfQ36O6a6XXsr8ndc3b59A2BAn0Xec3Cw3fu3N6N/jrmN%2BVXWYnnPn31m0M%2BxMWzxRx0fv5yEhIQibdHR0QwdOrRUr8/NzSUjI6PEYwEBAUWqd7eSk5ODp6dnkTZPT0/y8vJKdbw0lPhJEVlZWSQkJBAREeES/5m42vsF13vPrvZ%2BwfXes6u9X3DN92wrPXv2LFaRCwgIKPXrd%2B3aRb9%2B/Uo89p///IfIyMhSX8vLy4vffvutSFteXh7e3t6W439M8vLy8m45d/B6SvxERETEZQUGBpYpeQ4PD2f//v1WiaVq1ar8/PPPRdpOnTplia9q1aqcOnWq2PH777%2B/1H1ocYeIiIjIX0BYWBh79uwhNzfX0paSkkJYWJjleEpKiuVYTk4Oe/futRwvDSV%2BIiIiIgY5c%2BYMFy9eBKBZs2ZUr16dmJgYDhw4wIIFC/jvf/9Ljx49APj73//O999/z4IFCzhw4AAxMTHUrFmT8PDwUvfnNnbs2LG2eCPiuCpUqECzZs2oUKGC0aHYhau9X3C99%2Bxq7xdc7z272vsF13zPjm7RokU0a9asyNDsY489Rm5uLuHh4ZQrV45WrVqxdu1a5s2bR0ZGBlOnTuWBBx4AwM/PjwceeIAFCxbwzjvvULlyZWbOnEmlSpVKHYPJfDvbPYuIiIiIw9JQr4iIiIiLUOInIiIi4iKU%2BImIiIi4CCV%2BIiIiIi5CiZ%2BIiIiIi1DiJyIiIuIilPiJiIiIuAglfiIiIiIuQomfiIiIiItQ4iciTuvcuXMUFhaiGxSJiFzlbnQAIiLWZDabmT9/Pu%2B%2B%2By4XLlxg48aNzJ07l/Lly/PKK6/g6elpdIg2ceXKFbZv3056ejrlypWjXr16lnt/iohco3v1ikv47rvvSn1u06ZNbRiJsQoLCylXrhyZmZmkpKRQr1496tSpY3RYVpWQkMD69esZNWoUw4cPZ%2B3atRw9epQxY8bQvn17XnnlFaNDtLqDBw/y7LPPcubMGe6%2B%2B24KCws5cuQINWvW5M0336RatWpGhygifxFK/FxUSEgIJpOpVOfu27fPxtHYXkhISJHvTSYTZrMZHx8fPDw8OH/%2BPG5ubvj5%2BbFjxw6DorSdlJQUXnjhBWbMmEGdOnWIiori8uXL5OTkMGPGDDp16mR0iFbz8MMPM3XqVJo2bUqjRo1Ys2YNd911Fzt37uT5559n27ZtRododU899RSBgYFMmDCBChUqAHDhwgXi4uLIzc1lwYIFBkdovlel1QAAGshJREFUGwcPHmT//v1cvny52LEnnnjCgIhsLyUlhUWLFnHkyBHmz5/P2rVrqVGjBo899pjRoYmD0FCvi1q8eLHl%2BY8//sjChQsZPHgwDRs2xMPDg71795KQkEC/fv0MjNJ60tLSLM9XrlzJypUrmTRpEnXr1gXgl19%2B4ZVXXqFVq1ZGhWhTU6ZMoXPnzoSFhfH222/j5eXFli1bWL9%2BPfPmzXOqxO/06dMEBgYWa/fz8%2BPSpUsGRGR7u3fv5uOPP7YkfQAVK1bk%2Beefp0ePHgZGZjvvvvsuU6dOxc/PD19f3yLHTCaTUyZ%2BiYmJxMTE8P/%2B3//jyy%2B/JD8/H3d3d0aPHs25c%2Bfo06eP0SGKIzCLy3vkkUfMW7duLdaenJxsbt%2B%2BvQER2Vbz5s3N%2B/btK9a%2Bf/9%2Bc9OmTQ2IyPYaNmxoPn78uNlsNpu7d%2B9unjp1qtlsNpt/%2BeUXc2hoqJGhWd3AgQPNr776qtlsNpsffPBB89GjR80XLlwwDxw40Dxw4ECDo7ON3r17mxcvXlysfdWqVeZevXoZEJHttWzZ0rxw4UKjw7Crrl27mtesWWM2m//3b9tsNpvXrFljjoyMNDI0cSCq%2BAmZmZn4%2B/sXa/fx8eH8%2BfMGRGRbJpOJjIyMYsO/hw8fxsvLy6CobKtKlSr8/PPPXLp0ib179zJ69GgAtm/fTvXq1Q2OzrrGjh1LdHQ0f/vb37h8%2BTKDBw/mxIkTBAUF8frrrxsdnk20bNmSmTNn8u2339K4cWPc3d3Zt28f69ato2vXriQkJFjOjY6ONjBS68nNzeXhhx82Ogy7OnLkCA8%2B%2BGCx9tDQUDIyMgyISByREj%2BhXbt2xMbG8sorrxASEoLZbObHH39k4sSJTjUEeE2fPn0YNWoU//jHP4q838WLFzN06FCjw7OJ/v37M2TIEMqVK0fDhg1p1qwZ8%2BfPJyEhgSlTphgdnlVVq1aNlStXsmPHDg4ePEh%2Bfj7BwcG0atXKaVe4fvPNN4SGhvLbb7%2BxZcsWS3tYWBhHjx7l6NGjAKWe1%2BsIunXrxtKlS3n55ZeNDsVu7rnnHr7%2B%2ButiQ7qrVq3innvuMSgqcTRa3CFkZ2fzr3/9i88%2B%2B4zCwkIA3N3d6datG6%2B%2B%2BqpTVsGWL1/OihUrSE9PB%2BDee%2B/lqaee4vHHHzc4MtvZu3cvJ06coFWrVnh7e/PDDz/g7e1drPLp6E6cOFFiu8lkwsPDg8qVK%2BPm5mbnqMQa%2Bvbta0ler1y5QmpqKtWqVaNmzZrFkvrr5zE7i507d/Lcc8/RsmVLtmzZQrdu3Thy5Ai7d%2B/m9ddfp0WLFkaHKA5AiZ9YXLhwgUOHDmEymQgODi42YVoc2/nz5/Hy8sLLy4u0tDS2bt1K/fr1ne7Don79%2BpZfYEri7u5OZGQkEyZMcIp/4//9738JCQmx7E%2B4adMmduzYQeXKlfm///s/qlatanCE1nP9kPWtOMuQ9h%2BdOnWK999/n/T0dAoKCggODqZPnz4EBQUZHZo4CCV%2B4pJcbUuETZs28dJLL/Haa69Ro0YNoqKiqFatGidOnGDEiBE89dRTRodoNStXruStt97ilVdescyH%2BvHHH5k8eTJdu3alefPmzJgxg9q1azNx4kSDo/3zTp06xT//%2BU/279/P%2BvXrqVOnDvPnz2fu3LmEhYXh6%2BvLjz/%2ByPvvv%2B%2B0w4CnT5/m/PnzBAcHA/Dpp5/StGlTAgICDI7MNgYPHsyIESMsuxGI/BnOOeFFbikkJIT777%2B/VF/OJjExkWeffZYaNWpw6NChIlsiLF261OjwbGLOnDkMGzaMli1bsmLFCqpXr8769euZPXs277zzjtHhWVV8fDyTJ0%2BmVatW%2BPr64uvrS4sWLZgwYQLvv/8%2BoaGhxMTEsGnTJqNDLZN///vfVKhQgS%2B//JI6depw7tw5XnvtNVq3bs2yZct466236NOnD7NmzTI6VJvYsWMHHTp0YO3atZa2xYsX07lzZ1JSUgyMzHa%2B//573N01NV/KRv%2BCXJQzzn8prYSEBMaOHUvXrl1ZtmwZAM888wwBAQHMmzfPKffCOnr0qGWhzubNm3n00UeBq3Mbz5w5Y2RoVnfx4sUSPxzLlSvHhQsXAPD19eXKlSv2Ds2qkpKSSEhIsAzlJiUlceXKFXr27Gk5p0OHDixZssSoEG1q2rRpPPfcczz77LOWtmXLlvHGG28wefJkPvroIwOjs40%2BffowfPhwevXqRVBQULH518581yGxHiV%2BLqpZs2aW52%2B99RZdunRxmds6ueKWCEFBQXzzzTdUrVqVQ4cOERERAcDatWu5%2B%2B67jQ3Oyh555BFiY2MZM2YMDRo0wGw2s2fPHiZOnEhkZCQ5OTksWLCA0NBQo0Mtk3PnzhXZqHrHjh24u7sXmbNZsWJF8vPzjQjP5g4fPmz5BeZ6nTp14rXXXjMgItu79r7GjBlT7JjJZHKKuyyJ7SnxE%2BbPn88jjzxidBh244pbIgwbNoxRo0ZRUFBAu3btaNiwIdOmTWPZsmW3NWHeEYwZM4YJEyYwYMAAS9Lj4eFBVFQUAwcOZNu2bezZs4eZM2caHGnZ1KpViwMHDhAUFMSVK1dISkqiWbNmlC9f3nLOtm3buOuuuwyM0nbq1KnDhg0bGDhwYJH2LVu2UKtWLYOisq3r70Ak8mdpcYcwduxY8vLyePbZZwkKCrKsDnRWrrolwpkzZ8jIyLDM2zx48CB%2Bfn5UqVLF4Mhs49KlS5Z9/A4fPszatWtJTk5mz549RodmFYsXL2bhwoX84x//YOfOnSQmJvLmm2/SunVrrly5wldffUVsbCzPPfcc//jHP4wO1%2Bq%2B%2BuorBg8eTOPGjalfvz4A%2B/fvZ%2BfOncTHx9O2bVuDI7SN/Px8Tp8%2BTUFBAQBms5m8vDz27dtH586dDY5OHIESPyEiIoITJ07ccHNXZxw%2ByMrKYunSpS61JYKrfWCkpKSwevVqPvvsM7Kzs6lbty69e/fmySefNDo0q1m8eDGrV6/GZDLRt29fy/1px44dy4oVK%2BjVqxdxcXFOu3H1zz//zMqVKzl06BDu7u7Url2b3r17O22Vc9OmTbz66qv89ttvxY4FBATw1VdfGRCVOBolfsK333570%2BPXzwd0BmvXriUyMhIfHx%2BjQ7EbV/nAOH78OKtXr%2BaTTz7h2LFj%2BPn5cf78eWbNmuWUye2N/Prrr3h6enLnnXcaHYrNuOLWJp06daJp06b079%2Bf3r17s2DBAn777TcmTJjA4MGDiYqKMjpEcQCa4yeWxC47O5ujR49yzz33kJeX5xSb25Zk5syZvPrqq7Rp04YuXbrQtm1bp7w7yfVmzZpFhw4dbviB4eg%2B%2BugjVq9ezc6dOwkMDCQiIoKOHTvStGlTwsLCuO%2B%2B%2B4wO0ebMZjPbtm0jPT0dDw8P6tatS3h4uNFh2Ywrbm1y7Ngx3njjDWrVqkWDBg3IysoiMjKScuXKMX36dCV%2BUiqu9VMjJcrLy2P8%2BPF8/PHHAGzcuJFp06aRk5PD7NmzqVSpksERWldSUhKpqakkJiYybdo0Ro8eTUREBJ07d6Z169Z4eHgYHaLVOfsHRlxcHLVr12batGlOfdu9G9m/fz/R0dGcPn2au%2B%2B%2BG7PZzOHDhwkODmbevHnUrFnT6BCtzhW3NvHz8yMnJweA4OBg0tLSiIyMpE6dOvzyyy8GRyeOQkO9wsSJE9m9ezfjxo2jV69erFmzhkuXLhETE0PdunWZMWOG0SHa1J49e9i4cSPvv/8%2B7u7ufPPNN0aHZHUtW7Zk4cKF1KtXj4kTJ3LHHXcQHR3N8ePH6dKlC6mpqUaHWCYff/wx69evJzk5GT8/P9q1a0dkZCStWrWicePGfPLJJ067YhugV69e1KxZk3HjxlGhQgXg6i36YmNjuXjxIgsXLjQ4Quu72T2mnXVrk5iYGI4cOcL48eM5dOgQ06dPZ86cOWzcuNHyJXIrqvgJiYmJ/Oc//6FevXqWtnr16jFhwgSeeeYZAyOzrUuXLvHll1%2BSmJjI1q1bqVq1qtPOA2vbti3jxo1j/PjxhIeHM336dNq3b8/GjRuL7AXnqKKiooiKiuLMmTNs2LCBTz/9lOjoaLy9vSksLOSbb76hdu3aTlnNBdi7dy9TpkyxJH1wtTo0fPhwh6/m3ogrbm0SFxfHpEmT2L17N926dWPjxo306NGD8uXLO/0v6GI9SvyEixcvlrjQobCw0LIC1JmsWrWKxMREtm/fTpUqVejcuTNLliy5aQXB0bnKB8add97Jk08%2ByZNPPsmvv/7KunXr%2BPTTT5kwYQLx8fF069aNmJgYo8O0urCwMHbs2GG5Z%2B0133//vVPedvEaV1ip/uSTT/L666/j5%2BeHr68vU6ZMITc3F5PJxMyZMxk7dixeXl5O%2B0uNWJ%2BGeoWRI0dy6dIlpk2bRuvWrVmzZg0AL730EjVr1nS6e322adOGRx99lMcee4ywsDCjwzFMdna2y3xgHD582JIEfvrpp0aHYxXXb7z966%2B/snr1aiIjIwkNDaVcuXL89NNPrFu3jqeeeopRo0YZGKltuMpK9ZCQELZt24a/v7%2Bl7dr0BWfdtkZsS4mfcOHCBWJjY9m8eTOFhYX4%2Bflx4cIFWrVqxYwZM7jjjjuMDtGqzGbzDfcsdCarV68u9bnX9n8Tx9G3b99SnWcymZzy3tyusrVJSYlfo0aNWLNmjRI/%2BVM01CtUrFiR%2BPh4jh07Rnp6Ovn5%2BQQHBzvV/lj9%2BvUjISEBPz8/nn766Zue6ywfkvPmzSvVeSaTSYmfA3rvvfeMDsFQzr5SXcRWlPgJ3333neX5tcnhZ86c4ezZs3h4eBAQEODwd7Ro1qyZZUjT2TakvpEtW7bc9Pjly5edfv9CZ7Z69Wo6d%2B6Mp6fnLau7zpjYa2sTkT9HiZ8QFxfHL7/8QmFhIZUqVcJsNnP%2B/HlMJhMmkwmz2UxoaCjx8fEOuwI0Ojra8rxly5Y0btzYwGjs79y5c4wZM4Z7773X8mfRsWNHGjduzPjx46lYsaLBEcrtmjdvHm3btsXT0/Om1V1nreg6%2B0r1623YsKHIhvqFhYV8/vnnxe7M4ox/z2J9muMnvP7663z55ZdMnTrVsirw2LFjxMbGEhERQbdu3Rg7dixQ%2BuHDv7LQ0FD8/f159NFH6dKli%2BUG787s%2Beef5/Tp04wbN84yhL9v3z4mT55MUFAQ06ZNMzhC%2BbNOnTrFHXfcYbmLxZ49e0hOTsbf35%2BOHTtSvnx5gyO0jezsbCZNmkR4eDjdunVj5MiRrF%2B/3rJSPSIiwugQraK078NkMrF582YbRyPOQImf0Lx5c959991i25mkpaXRv39/kpOTSU9Pp1evXkWGhR3VxYsX%2BeKLL0hMTOTrr78mICCATp060blz5yJ7GTqTJk2asHz58mLzNg8cOMCTTz55y/s1y1/PpUuXePHFF0lKSmLdunXUrVuXVatWERcXR7Vq1fDy8iIvL4%2BlS5dStWpVo8O1mk8%2B%2BYTPP/8cDw8PHn74Ybp06WI55kor1UX%2BrHJGByB/DWfPni2x7fp9/JxlJWyFChXo0qUL8%2BbNY8eOHbz00kucPHmSPn36FPkQcSbe3t78%2BuuvxdrPnDnjcvc7dRbz5s3j%2BPHjLFmyhDp16nDp0iUmTpxIaGgoGzduZMOGDZaV%2Bc5i0aJFxMbGkpubS05ODjExMcyePdty3NfXV0mfyC3of3yhR48evPzyywwfPpwGDRpgNpvZs2cPc%2BfOpXv37pw9e5YZM2Y45aKIn376iV27drFnzx7KlStHw4YNjQ7JJqKiooiNjWX48OGWoe20tDTmzp1Lt27dDI5O/ozExEQmT57MQw89BMDWrVu5ePEiffv2tSQ/UVFRDBw40MgwrWrZsmVMmjTJMpctMTGRmJgYhg8f7jS/mIrYmhI/YcSIEVSoUIF///vfZGZmAhAYGMhTTz3FgAED2L59O%2B7u7owZM8bgSK3j22%2B/JTExkU2bNnHu3Dnat2/P8OHDadOmDZ6enkaHZxPPP/88ZrOZqVOnWja8rVy5Mn379uXZZ581ODr5M7KysqhVq5bl%2B%2B3bt%2BPm5karVq0sbVWqVLGsfHUGx44do0WLFpbvIyIiyMnJITMz06mGs0VsSYmfYDKZGDRoEIMGDeLs2bO4u7sXWeXZunVrWrdubWCE1vXPf/6TNm3aMGrUKNq3b1/i7eqcxR/nQyUnJ3PmzBk8PDy0ktfBVa1alWPHjhEUFITZbCYpKYmwsDAqVapkOSc1NZXq1asbGKV15efnF5ma4O7ubpnLKCKlo8RPADhy5Ai7d%2B/mypUrxY452xYBjz32GIMGDSpSLXFGixYtYvr06bRo0YL8/HxiYmL46aefePHFF40OTaygW7duTJo0ieeff57k5GROnjzJiBEjLMfT0tKYPXs2jz/%2BuIFRishfjRI/4a233mLmzJlUqlTJsoHzNc64B9jmzZsZMmSI0WHYnOZDObdBgwaRnZ1NbGwsJpOJYcOGWRYnTZs2jYULF9KuXTsGDRpkcKTWpT3tRMpG27kILVu2ZMCAAQwYMMDoUOzitddeIzU1lf79%2BxMUFFTs7hWOfpeSaxo0aMDmzZstc5/y8/MJDQ3liy%2B%2B0HwoJ7d//34KCgp44IEHjA7FqrSnnUjZqeInXL58mY4dOxodht1c24T666%2B/Bv63TY3ZbMZkMrFv3z7DYrMmzYdyXc66H%2BWtbkMoIremxE/o2rUrS5cuZdSoUS4xBKhKgIiIuColfkJ2djYrV65k3bp11KxZs9gGqIsXLzYoMtuoUaOG0SHYjeZDiYjI9TTHT0hISLjp8ejoaDtFYh8hISE3rWw6y1Cv5kOJiMgfKfETl/PH%2B9IWFBRw9OhRFi5cyAsvvMCjjz5qUGQiIiK2pcRPAFizZg3vvvsuR48eZdWqVSxevJiAgACXuqvDN998w5QpU1i9erXRoYiIiNhEOaMDEOMtXbqU6dOnExUVZdnAuUGDBrz99tu3HAZ2JnfeeScHDx40OgwRERGbUcVP6NSpEy%2B//DLt2rWjUaNGrFmzhrvuuoukpCTGjBlDUlKS0SFaVUkVvYsXL7Jy5UoqVqzodItZRERErtGqXuHEiRPUrVu3WPtdd93Fb7/9ZkBEtnVtH79rTCYTHh4eNGzYkBdeeMGgqERERGxPiZ8QFhbG6tWrGTp0qKXNbDbzzjvvEBoaamBk1nfq1CkSExMtGxvv2bOH5ORk/P396dixI%2BXLlzc4QhEREdvRUK/w008/8eyzz%2BLv709aWhotWrTg8OHD5OTk8NZbb3H//fcbHWKZXbx4kREjRpCUlMS6deuoW7cuq1atIi4ujmrVqlnuaPH%2B%2B%2B9TrVo1o8MVERGxCSV%2BAly9bdvatWtJT0%2BnoKCA4OBgHn/8cSpUqGB0aFYxdepUtm3bxtixY2ncuDE5OTm0bt2ae%2B%2B9l/feew8PDw/%2B9a9/cfHiRWbOnGl0uCIiIjahoV4BwMvLi6ioKMqVK0dmZiYpKSlkZmYSHBxsdGhWkZiYyOTJk3nooYcA2Lp1KxcvXqRv376WO5VERUUxcOBAI8MUERGxKW3nIqSkpNC6dWu%2B/fZbMjMziYqKYsyYMXTt2pUNGzYYHZ5VZGVlUatWLcv327dvx83NjVatWlnaqlSpQk5OjhHhiYiI2IUSP2HKlCl07tyZsLAwPvzwQ7y8vNi2bRsTJkwotgLWUVWtWpVjx44BVxeuJCUlERYWRqVKlSznpKamUr16daNCFBERsTklfsJPP/3E008/jY%2BPD1u2bKFjx454enrSrFkzTpw4YXR4VtGtWzcmTZrE5s2bmTx5MidPnqRPnz6W42lpacyePVu3axMREaemOX5ClSpV%2BPnnn7l06RJ79%2B5l9OjRwNXhUGepgA0aNIjs7GxiY2MxmUwMGzaMLl26ADBt2jQWLlxIu3btGDRokMGRioiI2I5W9QqLFy9mxowZlCtXjvvuu48VK1Ywf/58EhISmDJlCl27djU6RJvav38/BQUFPPDAA0aHIiIiYlNK/ASAvXv3cuLECVq1aoW3tzc//PAD3t7ehISEGB2aiIiIWImGegWAmjVrUrduXby8vEhLS2Pnzp3Ur1/f6LBERETEirS4Q9i0aRNt2rQhJSWFI0eO8OSTT7Jq1SoGDx7MkiVLjA5PRERErESJnzBnzhyGDRtGy5YtWbFiBdWrV2f9%2BvXMnj2bd955x%2BjwRERExEqU%2BAlHjx6lU6dOAGzevJkOHToAcO%2B993LmzBkjQxMREREr0hw/ISgoiG%2B%2B%2BYaqVaty6NAhIiIiAFi7di133323scGJiIiI1SjxE4YNG8aoUaMoKCigXbt2NGzYkGnTprFs2TISEhKMDk9ERESsRNu5CABnzpwhIyOD%2B%2B%2B/H4CDBw/i5%2BdHlSpVDI5MRERErEWJnwCQn5/P6dOnKSgoAK7ezzYvL499%2B/bRuXNng6MTERERa1DiJ2zatIlXX32V3377rdixgIAAvvrqKwOiEhEREWvTql5h1qxZdOjQgfXr1%2BPn58eyZcuYP38%2BNWrU4IUXXjA6PBEREbESLe4Qjh07xhtvvEGtWrVo0KABWVlZREZGUq5cOaZPn05UVJTRIYqIiIgVqOIn%2BPn5kZOTA0BwcDBpaWkA1KlTh19%2B%2BcXI0ERERMSKlPgJbdu2Zdy4cfz888%2BEh4fzySefsGfPHpYvX05gYKDR4YmIiIiVKPET4uLiqF27Nrt37yYyMpKwsDB69OjB%2B%2B%2B/z8svv2x0eCIiImIlWtXrwj755BM%2B//xzPDw8ePjhh%2BnSpYvlWHZ2Nl5eXnh4eBgYoYiIiFiTKn4uatGiRcTGxpKbm0tOTg4xMTHMnj3bctzX11dJn4iIiJNRxc9FderUiYEDB/LEE08AkJiYSExMDDt37sRkMhkcnYiIiNiCKn4u6tixY7Ro0cLyfUREBDk5OWRmZhoYlYiIiNiSEj8XlZ%2Bfj7v7/7ZxdHd3x8vLi7y8PAOjEhEREVtS4iciIiLiInTnDhe2YcMGfH19Ld8XFhby%2Beefc%2BeddxY579o8QBEREXFsWtzhoiIiIkp1nslkYvPmzTaORkREROxBiZ%2BIiIiIi9AcPxEREREXocRPRERExEUo8RMRERFxEUr8RERERFyEEj8RERERF6HET0RERMRFKPETERERcRFK/ERERERcxP8HJiFTiZfiFugAAAAASUVORK5CYII%3D\" class=\"center-img\">\n",
       "    <img 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FBR0RdsPGDDgitbLyckxPav8nICAANPp4ezs7AoxAwICqvx53kr8bmS2uIN/w4awaxfcfDPs3Wv18MYyx7ryoKDA%2BjENBnBzg8JCsMWFHh5lZ60b0GAADw/Iz7fJAZ8q8bz8SlXMYABvbzhzxjZf4xo%2BjvVzXFpmm6etODnBeU85tKpq1WwT93r8XVw%2Bfz4JCQlmbSNHjiQuLq5K4%2BTn55vdjB7Kb5xfVFQEQEFBwSWXVxUlfmLO17f8J9rX19Y9sRqDwTZ/HG3JoZ4KZjD87%2BUgX2gHPGQHO9hyDvVzfB3169eP2NhYs7bAwMAqj%2BPm5lYhiSsqKsLd3f2Syz08PKq0H0r8RERExD44Vf3UhKCgoCs%2BrWuJWrVqcfToUbO2o0ePmmJfbHlVJ6Ga3CEiIiJynTVv3pzU1FTO3UzFaDSSkpJC8%2BbNTcu3bt1qWv/IkSMcOXLEtLyqKPETERER%2B%2BDkVPWv6ygnJ4eCvy7m7tKlC6dPn2batGns3r2badOmkZ%2BfT9euXQHo378/n332GUlJSWRkZDBu3Djat29fpbdyASV%2BIiIiYi/sLPGLiYlhzZo1AHh5ebFw4UK2bt1Knz59SE9P55133qF69eoAREVFMWXKFN544w369%2B9PjRo1mDFjRpX3STdwvpHZ4srdqChISYEWLSA11erhbTGr15bXhNtqVq%2B7e3lsh5jV6%2BT0v1m9NpgCaYtZvU5O/5vVa4tZnzaZ1WvDH2RbzeqtVg1KS20S2nazet3cqn6fhYVVv88bmCZ3iIiIiH24zhU6R6ARFBEREXEQqviJiIiIfVDFz2JK/ERERMQ%2BKPGzmEZQRERExEGo4iciIiL2QRU/i2kERURERByEKn4iIiJiH1Txs5gSPxEREbEPSvwsphEUERERcRCq%2BImIiIh9UMXPYhpBEREREQehip%2BIiIjYB1X8LKbET0REROyDEj%2BLaQRFREREHIQqfiIiImIfVPGzmEZQRERExEGo4iciIiL2QRU/i13VCMbGxhIWFmZ6RURE0KVLF/79739fp%2B7deDZv3kxYWNg1LxcREZFr5ORU9S8Hc9UVvwkTJtCtWzcASkpK2LRpExMnTsTX15fevXtXeQdFREREpGpcdarr7e1NYGAggYGB1KlTh/vvv582bdqwbt2669E/ERERkXKq%2BFmsSo7Y2dkZFxcXcnNziY%2BPp02bNtxyyy106dKF5ORk03pr1qyhc%2BfOREZG0q1bN7NliYmJdOjQgcjISPr06cPPP/9sWrZz504GDRrErbfeSufOnfnggw9MyxYsWMBzzz3HpEmTaNGiBW3atGHRokWm5WVlZcydO5dWrVrRqlUr3nzzTe699142b94MwOnTpxk7diwtWrQgJiaGqVOnUlBQAJSfto2NjWXSpElER0fzzjvvVDj23NxcxowZQ1RUFJ07d%2BaXX36piiEVERERqXIWTe4oLi5m48aN/PDDD0yfPp1p06axd%2B9eFi9ejIeHB%2B%2B%2B%2By4TJ06kXbt2nDlzhnHjxjFlyhRatWrFV199xZgxY/j22285fPgws2fPJiEhgSZNmpCYmMjo0aP59ttvKSoq4vHHH%2Bf%2B%2B%2B9n6tSpZGZm8tJLL%2BHp6Wk6tbx27VoGDBjAp59%2Byvr165kzZw4dO3akYcOGLFy4kFWrVvHPf/4Tf39/Jk%2BezIEDB0zHMHHiRIqLi/nwww8pLCzk1VdfZcqUKUyfPh2AQ4cOUVRUxMqVK3FxcTHbFmDSpElkZmaydOlSjh8/zvjx469pLLOzs8nJyTFrC2zYkCBf32va3zULDzd/l%2BvKYLBdTFvEBqz/H/b5B2yD/%2B5tUVA4F9MBixnyd6dvaotddeI3adIkpk6dCkBBQQHu7u4MGTKEnj17UlJSwtChQwkNDQVg2LBhJCUlcezYMU6cOEFxcTG1a9embt26DBs2jLCwMNzc3Dh06BAGg4Hg4GBCQkIYPXo0HTp0oKysjM8//5yAgABGjx4NwE033cShQ4dITEw0JX6%2Bvr688MILVKtWjccee4xFixaxfft2GjZsyLJlyxg9ejQxMTEAzJw5k65duwLwxx9/kJyczJYtW/D29gZg6tSp9O7dm/j4eNMxP/bYYzRo0ADALPE7c%2BYMX375JYmJiURERADw9NNPM2XKlKsdVpYvX05CQoJZ28hnniHumWeuel9VYtkym4S1VS5iqyTI3d02cQHc3GwV2cM2YW002N42iVrO09NWkW30A2WjH%2BRq1WwS1maxS0utH9NEiZ/FrjrxGzVqFJ06dQLAzc2NwMBAqv31nde7d2%2BSk5P5%2BOOPyczM5NdffwWgtLSUpk2b0r59e4YOHUrDhg2555576Nu3Lx4eHsTExBAaGkqPHj1o1qyZaZmzszOZmZlkZGQQFRVl6kNpaakpJkBISIjZ556enpSUlHD8%2BHGys7OJjIw0LWvUqBE1atQAYM%2BePZSVldGuXTuzYywrK2P//v1m%2B6/M3r17KS0tJfy86tj5sa5Gv379iI2NNWsL7NEDliy5pv1ds/Dw8qRvwADIyLBubMC4NcXqMQ0GMBqtHhaAwkLrxzQYypO%2BwkLbHLe7Md%2B6AQ2G8qSvoMAmB3ymxPqJrpNTedJ39iyUlVk9PN5eNvjGsuEPcmmZ7RJOmyZhYpeuOvELCAgwVb8uNG7cOFJTU%2BnVqxf9%2B/cnMDCQfv36AWAwGFi4cCHbtm1jw4YNrF%2B/nmXLlrFs2TKaNm1KUlISW7ZsYePGjaxcuZIPP/yQlStXUlJSQps2bXj55Zcv2icXF5cKbUajEWdnZ9PHFy6D8gTS29ubFStWVNi%2BVq1apKenA%2BUJ7pVydXW94nXPFxQURFBQkHnj3r3XtK8qkZEBqam2i%2B8gbJVwnottk/jWzkTOVQiMRptkQbZIvM6Pbcv4IlVOFT%2BLVdkI5ubm8sUXXzBv3jxGjRrFvffey6lTp4DyRGvPnj3MmjWLW2%2B9lWeffZbVq1dTp04dvvvuO1JTU1m4cCGtW7cmPj6er776isLCQrZu3UrDhg3Zu3cvISEhNGjQgAYNGpCWlsb7779/2T75%2BPgQFBRkqjxC%2Bana06dPA9CwYUPOnDmDwWAw7bugoIDZs2dTVFR02f03atQIFxcXswkdv/3229UOnYiIiIhVVNmTO1xdXfHw8GDdunX4%2B/uzd%2B9e07VuRUVF%2BPj48OGHH%2BLt7U2PHj3YvXs3hw4dolmzZri7u/PGG29Qs2ZN2rRpw08//UReXh5hYWHUqlWLhIQEXn75ZYYNG8bBgweZNm0aQ4cOvaJ%2BDRo0iPnz5xMcHIyfnx%2BvvvoqUF6BbNy4MW3btuX555/nxRdfpFq1arz00kvUqFEDHx%2Bfy%2B7by8uLXr16MXXqVGbMmEFBQUGF6/RERESkiqjiZ7EqG0FXV1fmzJnD2rVr6d69OzNnzuSpp54iMDCQHTt2EBgYyIIFC0zLp0yZwpgxY4iJiaFp06ZMmzaNd999l65du/L2228zZ84cGjdujJeXF4sWLWLfvn307t2bF198kUceeYQnnnjiivo1bNgw7r33XuLi4hgyZAgdOnTAYDCYTg/Pnj2bkJAQHn30UdP1h6%2B99toVH/dLL71EVFQUQ4cOZfz48QwcOPCaxk9EREQuQ/fxs5jBeOEFcH8z3377Lbfccgv%2B/v4AHD9%2BnDZt2rBhw4aLTtq4YdhihlpUFKSkQIsWNrnGz1hm/W9HW07u%2BOuWkVZl47kOeJSdtW5AJyfw8ID8fJtc8HaqxPpTa52cwNsbzpyxzTV%2BNXw0ucMabDm5w2Yzmf%2B6g0aVOu9yMEdQZad6b1TLly9n2bJlPP/88xgMBl5//XUiIyNv/KRPREREzDlgha6q/e1H8OWXX8bJyYmHH36Yhx56iLKyMt544w1bd0tERESulk71WuxvX/GrVasWb775pq27ISIiImJzf/vET0RERP4mHLBCV9U0giIiIiIOQhU/ERERsQ%2Bq%2BFlMiZ%2BIiIjYByV%2BFtMIioiIiDgIVfxERETEPqjiZzGNoIiIiIiDUMVPRERE7IMqfhZT4iciIiL24QZM/AoLC3nllVdYt24d7u7uDBs2jGHDhlVYb9CgQWzZsqVCe58%2BfZgxYwanTp3ijjvuMFvm6%2BvL5s2bq7S/SvxERERErtHs2bPZvn07S5Ys4fDhw7zwwgsEBwfTpUsXs/UWLFhAcXGx6fP09HRGjx7NgAEDANi9eze%2Bvr588cUXpnWcrkOiq8RPRERE7MMNVvHLy8sjKSmJRYsWERERQUREBLt27eKDDz6okPj5%2BvqaPi4tLWXevHk89thjREZGApCZmUnDhg0JDAy8rn2%2BsUZQRERExE5kZGRQUlJCVFSUqS06Opr09HTKysouut3KlSs5deoUjz/%2BuKlt9%2B7d3HTTTdezu4AqfiIiImIvrkPFLzs7m5ycHLO2wMBAgoKCLrttTk4Ofn5%2BuLq6mtpq1qxJYWEhJ0%2BexN/fv8I2RqORd999l8GDB%2BPp6Wlq37NnDyUlJTz44INkZWXRsmVL4uPjr6gfV0OJn4iIiNiH65D4LV%2B%2BnISEBLO2kSNHEhcXd9lt8/PzzZI%2BwPR5UVFRpdts3ryZP//8k4ceesisPTMzE39/f%2BLj4zEajcybN48nn3ySpKQkqlWrdjWHdElK/ERERMRh9evXj9jYWLO2K73Ozs3NrUKCd%2B5zd3f3SrdZu3Yt7dq1M7vmD2D16tUYDAbTdvPnzycmJob09HRatGhxRf25Ekr8RERExD5ch4pfUFDQNZ9OrVWrFidOnKCkpARn5/KUKicnB3d3d3x8fCrd5rvvvmPkyJEV2j08PMw%2BDwgIwNfXl6ysrGvq28VocoeIiIjINWjatCnOzs6kpaWZ2rZu3UpkZGSlt2I5fvw4Bw4cIDo62qw9NzeX22%2B/nU2bNpnasrKyOHHiBI0aNarSPivxExEREfvg5FT1Lwt4eHjQu3dvJk%2BezLZt20hOTmbx4sUMHjwYKK/%2BFRQUmNbftWsXbm5uhISEmO3Hy8uL6OhoZsyYwbZt2/j111959tlnadu2LWFhYRb18UJK/ERERMQ%2B3GCJH0B8fDwREREMGTKEV155hbi4ODp16gRATEwMa9asMa177NgxfHx8MBgMFfYza9YsmjVrxvDhwxk0aBB169Zl7ty5FvfvQgaj0Wis8r1KlbDVV8ZgsGFsp4o/DNdVVBSkpECLFpCaat3YwPKPrD/Qfn7QqROsWwcnTlg9PN26WTeekxN4esLZs3CJ22pdN955VXt9zhVxdoaAADh2DEpKrB8/N9e68VxdoV49OHAALjKT8ro67zSf1fj6wj33wIYNcPKk9eM/8ID1YwJ07lz1%2B1y7tur3eQPT5A4RERGxDzfYkzvskUZQRERExEGo4iciIiL2QRU/iynxExEREfugxM9iGkERERERB6GKn4iIiNgHVfwsphEUERERcRCq%2BImIiIh9UMXPYkr8RERExD4o8bOYRlBERETEQajiJyIiIvZBFT%2BLaQRFREREHIQqfiIiImIfVPGzmBI/ERERsQ9K/CymERQRERFxEKr4iYiIiH1Qxc9iGkERERERB6GKn4iIiNgHVfwspsRPRERE7IMSP4tpBEVEREQchCp%2BIiIiYh9U8bOYEj8RERGxD0r8LKYRFBEREXEQqviJiIiIfVDFz2IaQREREREHoYqfiIiI2AdV/Cx2Q41gcXExCxYs4J577uGWW26hffv2zJgxg9zc3CqPtWDBAgYNGlTl%2BwUICwtj8%2BbN12XfIiIiDsvJqepfDuaGqvjNnTuX//73v7z66qvUq1ePAwcOMG3aNPbv38/bb79dpbGGDRt23RI/ERERkRvRDZX4ffrpp0yfPp02bdoAEBISwuTJk3nkkUfIzs4mKCioymJ5enpW2b5ERETEChywQlfVbqgRNBgMbNq0ibKyMlNbVFQUq1evxs/Pj9jYWFauXGlatnnzZsLCwgA4ePAgYWFhvPHGG9x%2B%2B%2B3Ex8cTGRnJpk2bTOvn5uYSGRnJzz//bDrVW1ZWRtu2bVmxYoVpPaPRSLt27fjss88A%2BPnnn%2BnTpw%2B33norPXr0YO3atWb9TkhIoE2bNrRq1YqkpKTrMjYiIiIilrqhKn6DBw9m/vz5JCcnc/fdd3PnnXcSExNDkyZNrngfKSkprFixgrKyMk6dOsX69etp3bo1AF9//TX%2B/v5ER0fz448/AuDk5ESXLl1Yv349DzzwAABpaWmcPHmSe%2B65h5ycHJ544gmeffZZ2rZtS1paGuPHjycgIICWLVuyfPlyEhMTmTVrFrVr1%2BaVV165pmPPzs4mJyfHrK1mzcAqrXLahago68YLDzd/tzI/P%2BvH9PY2f7c2a//Dfi6ezQrp9zhEAAAgAElEQVQFzjb4NVutmvm7tbm6Wjeei4v5u7X5%2Blo/pi1/kE%2BetH7Mc1Txs9gNlfiNGDGCevXqsWzZMj7%2B%2BGM%2B%2BugjPD09mThxoikpu5whQ4ZQv359ALp3786sWbN48cUXMRgMrF27lq5du2IwGMy26d69O4MGDSI3NxcvLy/Wrl3L3XffjZeXF%2B%2B%2B%2By533nknAwcOBKBBgwbs2LGDJUuW0LJlSz7%2B%2BGOGDBlChw4dAHj11Vfp3r37VR/78uXLSUhIuGA8RjJqVNxV76sqXDBE1pOSYpu4y5bZJGwnm0Qt99cVFQ7Dw8NGgT0DbBQY2yQkAAE2OubatW0Tt14928QFuOMO68c87wyZ1Snxs9gNlfgB9OzZk549e3LixAm%2B//57li5dysSJE02ndC%2Bnbt26po87dOjAxIkTSU9PJywsjO%2B%2B%2B47ExMQK29x2220EBgbyzTff0L17d9atW8fYsWMByMzMZOPGjUSdV4kqLi6mYcOGAOzZs4cRI0aYljVp0oTq1atf9XH369eP2NhYs7aaNQMxGq96VxYzGLBJXABDdAvrBgwPL0/6BgyAjAzrxgbWzbR%2BouvtXZ70/fgjnDlj9fDcdZd14zk5lSd9%2Bflw3lUkVuNZcMz6QatVK0/6Tp6E0lLrx8/Ls248F5fypO/PP6G42LqxAXbutH5Mb%2B/ypG/LFtv8IIvdumESv4yMDFatWsX48eMB8PPzo0ePHnTu3JlOnTqZXat3Tmklv9Dc3NxMH1evXp0OHTqwdu1asrKyqFmzJrfeemul8bt168batWtp0KABJ06coH379gCUlJTQo0cPnnzySbP1nc87fWO8IEtyvoZTO0FBQRVO69oq%2BbKp1FTbxM3IsEnsEyesHtLkzBnbxLdF8nUurk1il5TYIOhfSkttE7%2BoyPoxoTzps0VsW576PHPGtvGtTRU/i90wI1haWsr//d//8dtvv5m1u7q64u7ujr%2B/Py4uLpw9e9a07MCBA5fdb/fu3fnmm29ITk6mW7dul1zvhx9%2BYO3atcTGxuLx13mhhg0bsn//fho0aGB6bdiwgc8//xyAm2%2B%2BmV9%2B%2BcW0n4MHD3L69OmrOnYRERERa7hhEr%2BIiAjat2/P008/zeeff87BgwdJS0tj0qRJFBUV0alTJyIjI/nkk0/YuXMnmzdvZvHixZfdb7t27cjOzr5s4te0aVOCgoJYunQpXbt2NbUPGDCA7du3M2/ePPbt28fnn3/Oa6%2B9RnBwMAADBw4kMTGRtWvXsnPnTiZOnIiT/iMRERGperqBs8VuqCP%2B17/%2BRa9evUhISKBr16488cQT5ObmsnTpUry8vBg9ejQ%2BPj706dOHadOm8cwzz1x2n66urnTs2JHatWsTfpmZm926daNatWq0a9fO1Fa3bl3efvttvvvuO%2B677z7%2B9a9/MX78eHr27AlAr169GDVqFFOnTmXAgAHcdddd%2BPj4WDYQIiIiUpESP4sZjBdeoCY3DJtNsLDl5A4nK08njooqn0ncooVNrvFb/pH1B9rPDzp1gnXrbHON3yUK79eFkxN4esLZs7a5xs87L8v6QZ2dy2fWHjtmm2v8rsNjNi/J1bV8Zu2BA7a5xi8tzfoxfX3hnntgwwbbXON3hXfaqHJ/TbysUnPmVP0%2Bb2A3zOQOERERkUtywApdVdMIioiIiDgIVfxERETEPqjiZzGNoIiIiNiHG3ByR2FhIRMmTKBly5bExMRc8o4jTz31FGFhYWavjRs3mpb/%2B9//pm3btkRFRTFhwgTy8/Mt7t%2BFVPETERERuUazZ89m%2B/btLFmyhMOHD/PCCy8QHBxMly5dKqy7Z88e5syZQ5vznplZo0YNANauXUtCQgJz5swhICCA%2BPh45syZw8svv1yl/VXiJyIiIvbhBjvVm5eXR1JSEosWLSIiIoKIiAh27drFBx98UCHxKyoq4uDBg0RGRhIYGFhhX4mJiQwZMoQOHToA8Morr/CPf/yDsWPHmh4qURVurBEUERERsRMZGRmUlJQQFRVlaouOjiY9PZ2yC%2B4flZmZicFgoF69ehX2U1payi%2B//ELLli1NbbfddhvFxcVkVPFz5FXxExEREftwHSp%2B2dnZ5OTkmLUFBgYSFBR02W1zcnLw8/PD1dXV1FazZk0KCws5efIk/v7%2BpvbMzEy8vLwYN24cW7ZsoXbt2sTFxXH33Xdz%2BvRpCgsLzWI6Ozvj6%2BvLn3/%2BWQVH%2BT9K/ERERMQ%2BXIfEb/ny5SQkJJi1jRw5kri4uMtum5%2Bfb5b0AabPiy64mXhmZiYFBQXExMQwfPhw1q9fz1NPPcXy5cupWbOm2bbn7%2BvC/VhKiZ%2BIiIg4rH79%2BhEbG2vWVtk1eJVxc3OrkJid%2B9zd3d2s/emnn2bQoEGmyRzh4eH8%2BuuvfPzxxzz77LNm256/r6q8vg%2BU%2BImIiIi9uA4Vv6CgoCs6rVuZWrVqceLECUpKSnB2Lk%2BpcnJycHd3x8fHx2xdJycnU9J3TqNGjdi9eze%2Bvr64ublx9OhRGjduDEBJSQknT5684iT0Smlyh4iIiMg1aNq0Kc7OzqSd97zmrVu3EhkZidMFSer48eOJj483a8vIyKBRo0Y4OTkRGRnJ1q1bTcvS0tJwdnYmPDy8SvusxE9ERETsww12A2cPDw969%2B7N5MmT2bZtG8nJySxevJjBgwcD5dW/goICAGJjY/n8889ZtWoV%2B/fvJyEhga1btzJw4EAABgwYwHvvvUdycjLbtm1j8uTJPPTQQzrVKyIiIg7qBruPH0B8fDyTJ09myJAheHl5ERcXR6dOnQCIiYlhxowZ9OnTh06dOjFp0iTeeustDh8%2BzM0338y7775LSEgIAN27d%2BfQoUO8/PLLFBUV0alTJ8aOHVvl/VXiJyIiInKNPDw8mDVrFrNmzaqw7Pfffzf7vG/fvvTt2/ei%2Bxo%2BfDjDhw%2Bv8j6eT4mfiIiI2IcbsOJnbzSCIiIiIg5CFT8RERGxD6r4WUyJn4iIiNgHJX4W0wiKiIiIOAhV/ERERMQ%2BqOJnMY2giIiIiINQxe8G9tfNvq3KYAB3dygsBKPR%2BvH/30fWDernB52AdTNTOHHCqqEB6PewwfpBo6KgUwqdxreA1FSrh38/0bpfY39/6N4dvv4ajh%2B3amgA7r%2B/ltVjOjlBdSDPI4CyMquHx83f%2BsfsAhTXrmf1uAAPjmls9ZiNGsG8e%2BDZL%2B4hM9Pq4fnsAevHBFTxqwJK/ERERMQ%2BKPGzmEZQRERExEGo4iciIiL2QRU/iynxExEREfugxM9iGkERERERB6GKn4iIiNgHVfwsphEUERERcRCq%2BImIiIh9UMXPYkr8RERExD4o8bOYRlBERETEQajiJyIiIvZBFT%2BLaQRFREREHIQqfiIiImIfVPGzmBI/ERERsQ9K/CymERQRERFxEKr4iYiIiH1Qxc9iGkERERERB6GKn4iIiNgHVfwspsRPRERE7IMSP4tpBEVEREQchCp%2BIiIiYh9U8bOYRlBERETEQajiJyIiIvZBFT%2BLKfETERER%2B6DEz2IaQREREREHYfcVv9jYWA4dOmT63NnZmXr16vHwww/z6KOPXnbbkSNH0qdPn%2BvcSxEREbGYKn4Ws/vED2DChAl069YNgJKSEjZt2sTEiRPx9fWld%2B/eNu6diIiIyI3hb5E6e3t7ExgYSGBgIHXq1OH%2B%2B%2B%2BnTZs2rFu3ztZdExERkari5FT1Lwfztz1iZ2dnXFxcKCkp4bXXXiMmJobo6GhGjRrFiRMnKqyfm5tLfHw8bdq04ZZbbqFLly4kJyeblq9Zs4bOnTsTGRlJt27dzJYlJibSoUMHIiMj6dOnDz///LNVjlFERMShKPGz2N/iVO/5iouL2bhxIz/88APTp0/n9ddfZ9WqVUyfPp3g4GAmTZrEpEmTmD9/vtl206ZNY%2B/evSxevBgPDw/effddJk6cSLt27Thz5gzjxo1jypQptGrViq%2B%2B%2BooxY8bw7bffcvjwYWbPnk1CQgJNmjQhMTGR0aNH8%2B233%2BJ0Fd9Q2dnZ5OTkmLX5%2BAQSGBhUJeNypQwG83dr8/Ozbjxvb/N3q4uKsn7M8HDzdyvz97duPB8f83drs8XflfN/jh3w75rVNWpk/ZghIebv1pSZaf2YUnX%2BFonfpEmTmDp1KgAFBQW4u7szZMgQevToQevWrXnhhRdo164dAK%2B88gpffvllhX3cfvvtDB06lNDQUACGDRtGUlISx44d48SJExQXF1O7dm3q1q3LsGHDCAsLw83NjUOHDmEwGAgODiYkJITRo0fToUMHysrKrirxW758OQkJCWZtI0aMZNSouGsdFou4udkkLJ062SZumza2iUunFBsFBpYts0nY7jaJCm3b2iiwDXl42LoH1uXiYpu48%2BbZJi7Ac89ZP2avXtaPaaL/ZCz2t0j8Ro0aRae/MgY3NzcCAwOpVq0ax48f5%2BTJk0RERJjWbdKkCXFxFZOp3r17k5yczMcff0xmZia//vorAKWlpTRt2pT27dszdOhQGjZsyD333EPfvn3x8PAgJiaG0NBQevToQbNmzUzLnJ2vbmj79etHbGysWZuPTyAFBVc7GpYxGMqTvsJCMBqtGxvg22%2BtG8/buzzp%2B/FHOHPGurEBOo1vYf2g4eHlSd%2BAAZCRYfXwq6daN9n18SlP%2Br77Dk6ftmpoADp0sH5Mg6E86cvPt83PsS0SMBcXKC62flyAceOsHzMkpDzp%2B%2Bc/4eBB68cX%2B/W3SPwCAgJo0KBBhfarSb7GjRtHamoqvXr1on///gQGBtKvXz8ADAYDCxcuZNu2bWzYsIH169ezbNkyli1bRtOmTUlKSmLLli1s3LiRlStX8uGHH7Jy5Upq1ap1xfGDgoIICjI/rWurX9pQHtcWsSu5/NIqzpyxUezUVBsE/UtGhk3iHz9u9ZBAedJni9hlZdaPea4oYjTaJr6jseWpz4MHHezUqyp%2BFvtbj6CPjw9%2Bfn5knFfV2LFjB%2B3ataPgvFJabm4uX3zxBfPmzWPUqFHce%2B%2B9nDp1CgCj0ciePXuYNWsWt956K88%2B%2ByyrV6%2BmTp06fPfdd6SmprJw4UJat25NfHw8X331FYWFhWzdutXqxysiIvK3dgNO7igsLGTChAm0bNmSmJgYFi9efNF1v/76a3r16kVUVBQ9evRgw4YNZstbtmxJWFiY2evs2bMW9/F8f4uK36UMGjSI119/nVq1ahEQEMC0adO47bbbcHd3N63j6uqKh4cH69atw9/fn7179zJlyhQAioqK8PHx4cMPP8Tb25sePXqwe/duDh06RLNmzXB3d%2BeNN96gZs2atGnThp9%2B%2Bom8vDzCwsJsdcgiIiJiJbNnz2b79u0sWbKEw4cP88ILLxAcHEyXLl3M1svIyGDkyJGMGzeOu%2B%2B%2Bm%2B%2B//55nnnmGTz75hPDwcLKysjhz5gzJyclmOUr16tWrtL9/%2B8Rv%2BPDhnDlzhtGjR1NSUkL79u156aWXzNZxdXVlzpw5zJo1i/fff5%2BQkBCeeuop/vWvf7Fjxw7uu%2B8%2BFixYwNy5c3n77bcJCAhgzJgxxMTEAOUzgt98802mTJlCcHAwc%2BbMoXHjxrY4XBERkb%2BvG%2BxUb15eHklJSSxatIiIiAgiIiLYtWsXH3zwQYXE74svvqB169YMHjwYgAYNGvCf//yHL7/8kvDwcPbs2UNgYCD16tW7rn22%2B8TvP//5zyWXu7i4MH78eMaPH3/JbTt27EjHjh3Nlj/44IOmj9u2bUvbi0wL7NWrF71sOs1JRERErC0jI4OSkhKizrs1V3R0NG%2B//XaFu3vcf//9FFcyA%2BnMXzMLd%2B/eTcOGDa97n%2B0%2B8RMREREHcR0qfpXdRzcwMLDChMvK5OTk4Ofnh6urq6mtZs2aFBYWcvLkSfzPu3HphWcCd%2B3axY8//sjDDz8MwJ49e8jPz2fQoEHs3buXpk2bMmHChCpPBpX4iYiIiH24DolfZffRHTlyZKW3frtQfn6%2BWdIHmD4vKiq66HbHjx8nLi6OFi1acM899wCQmZnJqVOnGDNmDF5eXixatIhHH32U1atX4%2BXldbWHdVFK/ERERMRhVXYf3cDAwCva1s3NrUKCd%2B7z8ydonO/o0aMMHToUo9HI/PnzTaeD33vvPYqLi/H09ARg7ty53H333WzcuJEePXpc1TFdihI/ERERsQ/XoeJX2X10r1StWrU4ceIEJSUlpnsH5%2BTk4O7ujk8lz4nMysoyTe5ITEw0OxXs6upqVj10c3MjJCSErKysa%2BrbxdxY02NERERE7ETTpk1xdnYmLS3N1LZ161YiIyMrPLY1Ly%2BPxx57DCcnJ5YuXWr2kAej0UjHjh1ZuXKl2fr79%2B%2BnURU/DFoVPxEREbEPN9jtXDw8POjduzeTJ09m%2BvTpZGdns3jxYmbMmAGUV/%2B8vb1xd3dn4cKF/PHHH7z//vumZVB%2BStjb25v27duzYMEC6tati7%2B/P6%2B//jq1a9fm7rvvrtI%2BK/ETERER%2B3CDJX4A8fHxTJ48mSFDhuDl5UVcXBydOnUCICYmhhkzZtCnTx/Wrl1LQUEBffv2Ndv%2B/vvvZ%2BbMmYwdOxZnZ2eee%2B45cnNzad26Ne%2B88w7VqlWr0v4q8RMRERG5Rh4eHsyaNYtZs2ZVWPb777%2BbPv7qq68uuR83N7eL3ne4KinxExEREftwA1b87I0SPxEREbEPSvwsphEUERERcRCq%2BImIiIh9UMXPYhpBEREREQehip%2BIiIjYB1X8LKbET0REROyDEj%2BLaQRFREREHIQqfiIiImIfVPGzmEZQRERExEGo4iciIiL2QRU/iynxExEREfugxM9iGkERERERB6GKn4iIiNgHVfwsphEUERERcRAGo9FotHUn5CLOnrV%2BTCcn8PCA/HwoK7N6%2BDNlnlaN5%2BQEnp7lQ22Dw2XVKuvH9PeH7t1h9Wo4ftz68QcNNlg3YFQUpKRAixaQmmrd2EB6mvV/xXp4QGgo7NxZ/qNsbdb%2BvvLygttvh59%2Bgtxc68YG6FB/j/WDurpCvXpw4AAUFVk/fuPG1o8JsGtX1e/z5purfp83MJ3qFREREfugU70W0wiKiIiIOAhV/ERERMQ%2BqOJnMY2giIiIiINQxU9ERETsgyp%2BFlPiJyIiIvZBiZ/FNIIiIiIiDkIVPxEREbEPqvhZTCMoIiIi4iBU8RMRERH7oIqfxZT4iYiIiH1Q4mcxjaCIiIiIg1DFT0REROyDKn4W0wiKiIiIOAhV/ERERMQ%2BqOJnMSV%2BIiIiYh%2BU%2BFlMIygiIiLiIFTxExEREfugip/FNIIiIiIiDkIVPxEREbEPqvhZTImfiIiI2AclfhbTCIqIiIg4CFX8RERExD6o4mcxjaCIiIiIg1DFT0REROyDKn4W0wieZ%2BXKlYSFhZGUlGTrroiIiMiFnJyq/mWhwsJCJkyYQMuWLYmJiWHx4sUXXfe3336jb9%2B%2BNG/enAceeIDt27ebLf/iiy/o2LEjzZs3Z8SIERw/ftzi/l1Iid95Vq9eTf369fnss89s3RURERGxA7Nnz2b79u0sWbKESZMmkZCQwFdffVVhvby8PIYPH07Lli1ZuXIlUVFRPPHEE%2BTl5QGwbds2Jk6cyMiRI1m%2BfDmnT58mPj6%2ByvurxO8vx44d48cff2TEiBH8/PPPHDhwwNZdEhERkfPdYBW/vLw8kpKSmDhxIhEREdx777089thjfPDBBxXWXbNmDW5ubowbN47GjRszceJEPD09TUni0qVL6dq1K7179yY8PJzZs2fzzTffVHk%2BosTvL1999RXe3t707NmToKAgs6pfQUEBEydOJDo6mrZt25KUlESzZs04ePAgAEeOHOHJJ5%2BkefPmxMbGkpCQQGlpqa0ORURERKwgIyODkpISoqKiTG3R0dGkp6dTVlZmtm56ejrR0dEYDAYADAYDLVq0IC0tzbS8ZcuWpvXr1KlDcHAw6enpVdpnTe74y%2BrVq2nfvj1OTk7ExsayatUqRowYgcFg4NVXXyU1NZX33nuPkpISJk6caErsjEYjI0eOJDw8nE8//ZScnBxefvllDAYDI0aMuOL42dnZ5OTkmLUFenkRFBRUpcd5WX99Q2Iw2OQiWmtHPHeItrpe2N/f%2BjF9fMzfre68X5BWER5u/m5lHh7Wj%2BnmZv5ubV5e1o1Xvbr5u9W5ulo/pouL%2Bbs1FRVZP%2BY51%2BGXdaV/fwMDr%2Bjvb05ODn5%2Bfrie9z1Qs2ZNCgsLOXnyJP7n/ZLPycmhSZMmZtsHBASwa9cuUz8ujBkQEMCff/551cd0KUr8KK/YpaSkMHToUAA6derEhx9%2ByNatW2natCmrVq1i0aJF3HbbbQC8%2BOKLPPbYYwBs2rSJw4cPk5SUhJOTE40aNeKFF14gPj7%2BqhK/5cuXk5CQYNY2csQI4kaNqqKjvEru7jYJ62mTqLb54wzQvbtt4gK0bWujwN1TbBN32TKbhA21SdRyDRrYMLgNRETYKnI9WwWG2rWtH3PPHuvH/IsRQ5Xvs9K/vyNHEhcXd9lt8/PzzZI%2BwPR50QUJ8sXWPbdeQUHBJZdXFSV%2BlFf73NzciImJAeCOO%2B6gRo0afPrpp7i5uVFcXExkZKRp/fNLunv27OHkyZNER0eb2srKyigoKODEiRP4%2BfldUR/69etHbGysWVuglxfk51tyaFfPYChP%2BgoKwGi0bmzgbJl1MzAnp/KkLz8fLqjKW8XXX1s/po9PedL33Xdw%2BrT143d/qYV1A4aHlyd9AwZARoZ1YwM7P7J%2BouvmVp707d8PhYVWD8%2BpU9aNV716edL366/w13XyVnV7bRtcE%2B7iUp70/fknFBdbP/7fSKV/fwMDr2hbNze3ConZuc/dLyigXGzdc%2BtdbLlHFVcmlPhRnvgVFBSYJW%2BlpaV89dVXPPjggxXWN56XEJWUlNCoUSPefPPNCut5e3tfcR%2BCgoIqlpXPnrV%2BNnKujG402iQTskXydS6uLWJfh5n6V%2Bz0aRvFT021QVDKkz4bxLb2/27nKyy0TfzcXOvHhPKkzyaxbXnqs7jYtvGt7Hr8nq707%2B8VqlWrFidOnKCkpARn5/KUKicnB3d3d3wuuJ6mVq1aHD161Kzt6NGjptgXW36lSeiVcvjJHXv37uW3337jxRdfZNWqVabXvHnzyM3NZf/%2B/bi4uJjda%2Bf8jxs2bMjhw4fx9/enQYMGNGjQgIMHDzJ//nzTBZwiIiJiuXP/pFflyxJNmzbF2dnZNEEDYOvWrURGRuJ0wfWIzZs3JzU11VQ8MhqNpKSk0Lx5c9PyrVu3mtY/cuQIR44cMS2vKg6f%2BK1evRpfX1/69etHaGio6dWtWzeaNGnC559/Tp8%2BfZg2bRrp6emkpaUxbdo0oHxGTkxMDHXr1mXs2LH8/vvv/Pzzz7z00kt4eHhQrVo1Gx%2BdiIiIXC8eHh707t2byZMns23bNpKTk1m8eDGDBw8Gyqt/BQUFAHTp0oXTp08zbdo0du/ezbRp08jPz6dr164A9O/fn88%2B%2B4ykpCQyMjIYN24c7du3p169qr2GVInf6tX06NGjwgWVUP5F%2BO9//8sTTzxBWFgYjz76KHFxcdx3330AuLi4UK1aNd566y3Kysp46KGHiIuL4%2B677%2BbFF1%2B09qGIiIj8rd1oFT%2BA%2BPh4IiIiGDJkCK%2B88gpxcXF06tQJgJiYGNasWQOAl5cXCxcuZOvWrfTp04f09HTeeecdqv81HT0qKoopU6bwxhtv0L9/f2rUqMGMGTMs7%2BAFDEajDa7gtzPJycm0adMGT8/yOafbtm1jwIABpKam4nI9p9KfPXv99n0xNp7tcKbMuvN6nZzA09M2l1MCrFpl/Zj%2B/uWziVevts01foMGW/kSiKgoSEmBFi1sco1fepr1f8V6eEBoKOzcaZtr/Kz9feXlBbffDj/9ZJtr/DrUt8EsV1dXqFcPDhywzTV%2BjRtbPybXZ7KSrW57ZCua3HEFEhIS2LhxI8OHD%2Bfs2bPMmTOH2NjY65v0iYiIiBlbTQD8O3H4U71XYu7cuRw8eJDevXszdOhQQkJCTNf5iYiIiHXciKd67Y0qflegSZMmLFmyxNbdEBEREbGIEj8RERGxC45YoatqOtUrIiIi4iBU8RMRERG7oIqf5ZT4iYiIiF1Q4mc5neoVERERcRCq%2BImIiIhdUMXPcqr4iYiIiDgIVfxERETELqjiZzklfiIiImIXlPhZTqd6RURERByEKn4iIiJiF1Txs5wqfiIiIiIOQhU/ERERsQuq%2BFlOiZ%2BIiIjYBSV%2BltOpXhEREREHoYqfiIiI2AVV/Cynip%2BIiIiIg1DFT0REROyCKn6WU%2BInIiIidkGJn%2BUMRqPRaOtOSOVOnbJ%2BTCcn8PaGM2ds8wNWoyDLugGdnSEgAI4dg5IS68YGcj1rWT2mkxNUrw55ebb5Gu/ZY914Hh4QGgo7d0J%2BvnVjAzS/zWD9oFFRkJICLVpAaqr148%2Bda914QUEwaBC8/z5kZ1s3tq3Y%2Bpife876Mbk%2Bvz8aN676fd7IVPETERERu6CKn%2BU0uUNERETEQajiJyIiInZBFT/LKfETERERu6DEz3I61SsiIiLiIFTxExEREbugip/lVPETERERcRCq%2BImIiIhdUMXPckr8RERExC4o8bOcTvWKiIiIOAhV/ERERMQuqOJnOVX8RERERByEKn4iIiJiF1Txs5wSPxEREbELSvwsp1O9IiIiIg5CFT8RERGxC6r4WU6Jn4iIiNgFJX6W06leEREREQehxE9ERETsQllZ1b%2BuN6PRyNy5c2ndujV33HEHs2fPpuwSgdPS0nj44YeJioqic%2BfOJCUlmS3v2bMnYWFhZq%2BdO3decX90qldERETkOvm///s/vvjiCxISEigpKWHs2LEEBATwj3/8o8K6OTk5PP744/Tv35%2BZM2fy66%2B/Eh8fT2BgIO3bt6e0tJR9%2B/axdOlSbrrpJtN2fn5%2BV9wfJX4iIiJiF%2BzxGr/ExERGjRpFy5YtASObCDMAACAASURBVHj%2B%2Bed5/fXXK038kpOTqVmzJmPGjAHgpptuYvPmzXz%2B%2Bee0b9%2BegwcPUlxczK233oqbm9s19UeJn4iIiNgFe0v8srKyOHLkCLfffrupLTo6mkOHDpGdnU1QUJDZ%2Bm3btqVp06YV9pObmwvA7t27qVOnzjUnfaDET0RERBxYdnY2OTk5Zm2BgYEVkrJrcW6/5%2B%2BrZs2aAPz5558VYoSEhBASEmL6/NixY6xevZq4uDgA9uzZg4uLC0888QTbt2%2BnYcOGjBs3jltvvfWK%2B6TET0REROzC9aj4LV%2B%2BnISEBLO2kSNHmpKtyykoKCArK6vSZXl5eQC4urqa2s59XFRUdNn9xsXFUbNmTfr16wfA3r17OXXqFH379mXUqFF8/PHHDBkyhDVr1lCnTp0r6q8SPxEREXFY/fr1IzY21qwtMDDwirdPT09n8ODBlS4bO3YsUJ7knTs9ey7h8/DwuOg%2Bz549y9NPP82%2BfftYtmyZad2pU6dSUFCAl5cXAJMnTyYlJYXPPvuMJ5988or6%2B7dM/IqLi3n77bdZtWoVWVlZ1KxZk86dOxMXF4eXlxexsbGMHDmSPn36MGjQIO74/%2B3deVhUdf//8efI5oJoIqioGViJqZCmot6uhJZbJrffn0vpbdmVqWiZSwLl7b5rKlRmi0VmlpbmkkFqUS5kklmpWIn7Aihpoigi8/vDnFsCjWJmTjPzelwX1wyfczif91GUN%2B/Pcpo3v2Vmn5CQwPLlyzly5AiVKlWiXbt2jBw58i99Y4iIiEjp2KLi5%2B/vX6ph3bCwMPbv31/ssYyMDGbPnk1WVpZlCPf68O/NcoicnByeeOIJjhw5wttvv11o9a67u7sl6QMwmUwEBQXdtOJYHKfcx2/OnDkkJSUxZcoUPv30U6ZPn87WrVsZPXo0ACtXrqRLly4lulZCQgJvvPEGo0eP5tNPPyUuLo5Dhw7xxBNP3HIfHhEREbEuR9vHr1q1agQEBJCammppS01NJSAgoNhks6CggKioKI4dO8Y777zDXXfdVeh4//79Cw1LFxQUsH//foKCgkock1NW/FatWsW0adNo2bIlcG2y5IQJE3jkkUeKXUXzZ9d67LHHLGXgWrVqMW/ePNq1a8f333/Pvffea5N7EBEREcfXt29f5syZQ/Xq1QGYO3cujz/%2BuOV4dnY2Xl5eVKhQgZUrV/L111/zyiuv4OPjY6kOenh4ULlyZcLDw3nppZeoX78%2BgYGBJCQkcP78eXr27FnieJwy8TOZTKSkpBAeHk6ZMteKmo0bN2b9%2BvXcdttthYZ64drKmkcffZTdu3dTv359Jk2aRHBwsOVaO3fupF%2B/fpYJmdWrV%2BeTTz6hZs2awLUMPCwsjK1bt7J3714aNGjA5MmTqVu3rgF3LyIi4pwccaBt0KBBnDlzhqioKNzc3OjVqxcDBw60HO/Vqxc9e/Zk%2BPDhJCYmUlBQwODBgwtdo3nz5rzzzjsMHDiQy5cvM2XKFE6fPk1oaChLliwpNPz7Z5wy8RswYAALFy5k48aNtGvXjlatWtG6dWvuvPPOYs9ftWoVMTExTJw4kZdffpmoqCgSExNxc3NjwIABPPfcc7Rr14727dvTokUL2rVrVySpe/XVVxk1ahRTpkwhPj6eJ598kg0bNhRayXMrxS0nL1fODz%2B/0i8n/yt%2Bz5Mtr3bnbudvSTe3wq92ZsSfs8n0v1cj%2Br/FfGabuL7dVSm2vSqdxo3t3%2Bfvv7haXu3NCttg/CVVqhR%2BdQVG3nNmpv37dGBubm5ER0cTHR1d7PHNmzdb3r/xxhu3vJbJZOKpp54q8UKOYq9hNpvNf/ur/8HWrFnDsmXL2L17NwUFBVSoUIHY2Fj%2B/e9/F1nccdttt7Fw4ULg2qTKNm3asGDBAtq2bQtAcnIyb7/9Njt27ODKlSt4enoydOhQhgwZAlyr%2BPn4%2BPDSSy8Vusa8efPo0KFDieKNi4srspx82LAoRowo2XJyERERu5g7F0aNMqTrDRusf83Ona1/zX8yp6z4wbWHGD/00EP8%2BuuvbNmyhaVLlxIbG0u9evWKnHvjxofe3t4EBgaSnp5uSfzatWtHu3btyMnJISUlheXLlzN//nzuvPNOOnbsCECTJk2KXOPAgQMlTvyKW05erpwf58//5VsvlTJloEIFuHDBmJJ6xbwz9u3QzQ0qV4azZ%2BHqVfv2DVws52v3Pk2ma1W33Fww4te%2BY8fs25%2BXF9SpA4cPw%2BXL9u0b4O4%2BTf78JGsLDoZly6BfP0hLs3//I0fat78qVaBrV1i/HrKz7du3UVzxnnHMod5/GqdL/NLS0li9ejXjxo0Drj24uHv37jzwwAN06tSJlJSUIl/j9odhvoKCAjw8PDh58iSLFi0iNjYWT09PvL29iYiI4P7776dPnz5s27bNkvi5/2GI8urVq5b5hSVR3HLyc%2BeM%2Bya3x2qnYuXnG9Ap15I%2BA/o24s/4%2Brel2WxM/7m59u8TriV9hvS9a5cBnf4uLc2Y/o0aCszOdr1hSFe8ZykVp9vO5erVqyxZsoS9e/cWavf09KRs2bJUKWY%2BxE8//WR5/9tvv3Ho0CGCgoLw9PRkxYoVfPnll4XON5lMeHt7F7pW2g2/VZ8/f54jR44UW10UERGRv8fRtnP5J3K6il%2BDBg1o3749Q4cOZdSoUTRu3JjTp0%2BzatUq8vLy6NSpU5G5dGvXrqVx48Y0adKE%2BfPnU6dOHVq0aIHJZKJPnz7ExMSQlZXFv/71L86fP8/GjRv54YcfmDx5cqFrhIWF0ahRIxYsWEBAQABhYWH2vn0RERGRm3K6xA9g/vz5LFq0iPj4eE6cOEH58uVp3bo1S5cuLXbJc//%2B/Vm5ciWTJ0%2BmcePGxMfHY/p96WNMTAw1a9Zk2bJlzJgxA3d3d5o1a8bSpUsJCAiwXKN79%2B4sX76c//73vzRt2pTXXnutyPCviIiI/H2uWKGzNqfMTMqVK8fIkSMZeZMJxjcunX7nnXdueS13d3cGDRrEoEGDbnleQEAA06dP/%2BvBioiISIko8Ss9p5vjJyIiIiLFc8qKn4iIiDgfVfxKT4mfFfzZcLGIiIjIP4ESPxEREXEIqviVnhI/ERERcQhK/EpPiztEREREXIQqfiIiIuIQVPErPVX8RERERFyEKn4iIiLiEFTxKz0lfiIiIuIQlPiVnoZ6RURERFyEKn4iIiLiEFTxKz1V/ERERERchCp%2BIiIi4hBU8Ss9JX4iIiLiEJT4lZ6GekVERERchCp%2BIiIi4hBU8Ss9VfxEREREXIQqfiIiIuIQVPErPSV%2BIiIi4hCU%2BJWehnpFREREXIQqfiIiIuIQVPErPSV%2BIiIi4hCU%2BJWeEr9/sEo%2BZoN6NlHR26C%2BT%2BfYtz9PT/D1hYsXIS/Pvn0DXlWq2b3P6zw8jOk3O9u%2B/Xl7X3s9dw5y7PztBcCcOfbv09//2uvIkZCZaf/%2BR4%2B2b3%2BNG0P//vDii7Brl337Bnj5Zfv3Wbbs/17Ll7d//%2BKwlPiJiIiIQ1DFr/S0uENERETERajiJyIiIg5BFb/SU%2BInIiIiDkGJX%2BlpqFdERETERajiJyIiIg5BFb/SU8VPRERExEWo4iciIiIOQRW/0lPiJyIiIg5BiV/paahXRERExEbMZjNz5syhRYsWNG/enFmzZlFwiwx2ypQp1KtXr9DH0qVLLcfXrVtHREQEoaGhDBs2jOy/%2BDgkVfxERETEIThixW/JkiWsW7eO%2BPh48vPzGTNmDL6%2BvgwaNKjY8w8cOMCoUaPo2bOnpc3792dPfv/998TGxjJx4kSCg4OZOnUq0dHRvPrqqyWORxU/ERERERtJSEhgxIgRNG3alBYtWjB69Gjefffdm55/4MAB7rnnHvz8/Cwf5cqVA2Dp0qV07tyZhx9%2BmODgYGbNmkVycjJHjx4tcTxK/ERERMQhFBRY/8OWMjIyOHnyJM2aNbO03XfffRw/fpzMzMwi5%2Bfk5JCRkcEdd9xR7PV2795N06ZNLZ/XqFGDgIAAdu/eXeKYlPiJiIiIQ3C0xC8rKwsAf39/S1vVqlUBOHXqVJHzDxw4gMlkYtGiRbRt25aHHnqIVatWWY5nZmYWuhaAr69vsde6Gc3xExEREZeVmZlpSdCu8/PzK5Jg3cylS5fIyMgo9tjFixcB8PT0tLRdf5%2BXl1fk/PT0dEwmE0FBQTz66KN88803vPDCC3h7e9OxY0cuXbpU6FrXr1fctW5GiZ%2BIiIg4BFtU6N5//33i4%2BMLtUVFRTF8%2BPASff3u3bsZMGBAscfGjBkDXEvyvLy8LO8By7y9Gz388MN06NCBypUrAxAcHMyhQ4d477336NixI15eXkWSvLy8vGKvdTNK/ERERMRl9e7dm/Dw8EJtfn5%2BJf76sLAw9u/fX%2ByxjIwMZs%2BeTVZWFrVq1QL%2BN/xbXB8mk8mS9F0XFBRESkoKANWqVeP06dOFjp8%2BffovxavET0RERByCLSp%2B/v7%2BJR7W/auqVatGQEAAqamplsQvNTWVgICAYvtcsGABu3bt4q233rK0paWlERQUBEBoaCipqalERkYCcPLkSU6ePEloaGiJY1LiJyIiIg7BEffx69u3L3PmzKF69eoAzJ07l8cff9xyPDs7Gy8vLypUqECHDh1YvHgxb7zxBh07dmTLli2sXr2ahIQEy7X69%2B/PvffeS6NGjZg6dSrt27endu3aJY5HiZ%2BIiIiIjQwaNIgzZ84QFRWFm5sbvXr1YuDAgZbjvXr1omfPngwfPpyQkBAWLFjAwoULWbBgATVr1mTu3Lk0btwYgMaNGzNp0iQWLlzIuXPn%2BNe//sXkyZP/UjxK/ERERMQhOGLFz83NjejoaKKjo4s9vnnz5kKfR0REEBERcdPrRUZGWoZ6/w7t4yciIiLiIlTxExEREYfgiBW/fxolfiIiIuIQlPiVnoZ6RURERFyEU1b8wsPDOX78uOVzd3d3ateuTZ8%2BfQqtpLGGuLg4duzYwTvvvGPV64qIiEhhqviVnlMmfgAxMTF06dIFgPz8fFJSUoiNjaVy5co8/PDDBkcnIiIiYn9OO9RbsWJF/Pz88PPzo0aNGvTs2ZOWLVuSlJRkdGgiIiLyNxQUWP/D1Tht4lccd3d3PDw8yMnJITo6mpYtW9KwYUMefPBBNm7caDmvXr16LFiwgLCwMJ566ikAvvzyS3r27EloaCgPPfQQ27dvt5x/5coVJk6cSJMmTWjVqhVLliyx%2B72JiIg4OyV%2Bpee0Q703unLlCp9//jlbt25l2rRpTJ06lYMHD/Lmm29Srlw5Xn/9dWJjY2nbti2enp4AfP7557z33nsUFBTw888/M2TIEIYNG0aXLl1ISkpi6NChlurhrl27CAkJYfXq1WzevJnp06fTtm1b6tatW%2BIYMzMzLQ9uvs6valWbPT/wH%2Bv3P3%2B78fAo/Co25%2B1t3/7Kly/8andG/BuuUqXwq739/pQBuwkOLvxqb1Wr2r/PypULv9rT6dP271OsxmQ2m81GB2Ft4eHhZGVl4e5%2BLa%2B9dOkSZcuWpV%2B/fowZM4aPPvqIhg0bcvfddwOQnp5O586d%2BeKLL6hRowb16tVjwoQJ9O3bF4Dp06ezd%2B/eQgs45s%2BfT/fu3fnkk09YsWIFycnJmEwmAJo1a8bEiRMtcwxLIi4ujvj4%2BEJtUcOGMXzEiFL9WYiIiFjVK6/AkCGGdD18uPWvGRdn/Wv%2BkzltxW/EiBF06tQJAC8vL/z8/HBzcwPg4YcfZuPGjXzwwQekp6ezZ88eAK5evWr5%2Bpo1a1reHzx4kAYNGhS6/jPPPGN5X6tWLUvSB9fmF16%2BfPkvxdu7d2/Cw8MLtflVrQpG5OUmkzH9Ahw7Zt/%2BPDygenU4dQquXLFv38CV6iV/sLY1eXgYcrsAfPedffsrXx4aNIA9e%2BDiRfv2DdAszYAV/1WqQNeusH49ZGfbv/8XX7Rvf8HBsGwZ9OsHaWn27RvgJo/isqnKlaFjR/jsMzh71v79i8Ny2sTP19eXOnXqFHts7Nix7Nq1ix49etC3b1/8/Pzo3bt3oXO8vLws769XDm/mekJ5o79aSPX39y86rOt8xdg/l5dnTL9XrhjXt4vJyTGm34sXDeo7M9OATn%2BXnW1M/7t22b9PuJb0GdG3kUOfZ8%2B61NCrK87JszanTfxuJicnh3Xr1vHBBx8QEhICQHJyMnDzZK1OnTrs27evUFufPn3o37%2B/bYMVERERCyV%2BpedSq3oBPD09KVeuHElJSRw7doyvvvqKSZMmAZB3k4pP37592blzJ0uWLOHw4cO8%2Buqr/PzzzzRt2tSeoYuIiIiUiksmfrNnzyYxMZGuXbsyY8YMhgwZgp%2BfX5Gq3nW33347cXFxfPjhh3Tr1o3ExEQWLVpEtWrV7By9iIiI69J2LqXnlEO9mzdvvuXxiIgIIiIiCrX16tXL8n7//v1FvqZDhw506NChSPvwYpYY/Vn/IiIiIkZwysRPREREnI8rVuisTYmfiIiIOAQlfqXncnP8RERERFyVKn4iIiLiEFTxKz1V/ERERERchCp%2BIiIi4hBU8Ss9JX4iIiLiEJT4lZ6GekVERERchCp%2BIiIi4hBU8Ss9JX4iIiLiEJT4lZ6GekVERERchCp%2BIiIi4hBU8Ss9VfxEREREXIQqfiIiIuIQVPErPSV%2BIiIi4hCU%2BJWehnpFREREXIQqfiIiIuIQVPErPVX8RERERFyEKn4iIiLiEFTxKz0lfiIiIuIQlPiVnoZ6RURERFyEKn4iIiLiEFTxKz0lfv9gVwtMhvTr5mZg3999Z98OK1eG2rXhp5/g7Fn79g30erau3fsMCoIXX4SxYyE93e7d8/G8A/bt0NMTqE2z6kchL8%2B%2BfQN8a/8uDffyy/btr2rVa6/R0XD6tH37Bhg61P59Nm4M//d/MH067Npl//6HDLF/n2IVSvxERETEIajiV3pK/ERERMQhKPErPSV%2BIiIiIjZiNpuZO3cuK1eupKCggF69ejF69GjKlCm6vnbcuHGsWrWqSHtYWBgJCQkANG3alPPnzxc6/u2331KhQoUSxaPET0RERByCI1b8lixZwrp164iPjyc/P58xY8bg6%2BvLoEGDipwbGxvLqFGjLJ8fP36c/v37M2DAAAAyMjI4f/48GzdupGzZspbzypcvX%2BJ4lPiJiIiI2EhCQgIjRoygadOmAIwePZoFCxYUm/hVrFiRihUrWj4fN24cDz74IBEREQAcOHAAPz8/ateu/bfjUeInIiIiDsHRKn4ZGRmcPHmSZs2aWdruu%2B8%2Bjh8/TmZmJv7%2B/jf92u3bt/PNN9%2BQmJhoafvll18IDAwsVUxK/ERERMQh2CLxy8zMJCsrq1Cbn5/fLZOykrp%2B3RuvVfX37YdOnTp1yz4WL15Mz549qVGjhqXtwIED5Obm0r9/fw4ePEj9%2BvWJiYn5S8mgEj8RERFxWe%2B//z7x8fGF2qKiohg%2BfHiJvv7SpUtkZGQUe%2BzixYsAeHp6Wtquv8%2B7xb6iR48eJSUlhdjY2ELt6enpnDt3jmeffRZvb29ee%2B01Bg4cyPr16/H29i5RvEr8RERExCHYouLXu3dvwsPDC7X5%2BfmV%2BOt3795tWXzxR2PGjAGuJXleXl6W9wDlypW76TUTExOpX78%2Bd955Z6H2N954gytXrlhW8M6ZM4d27drx%2Beef07179xLFq8RPREREXJa/v3%2BphnXDwsLYv39/sccyMjKYPXs2WVlZ1KpVC/jf8O%2BtksuvvvqK%2B%2B%2B/v0i7p6dnoeqhl5cXtWrVumnFsThFN5ERERER%2BQcqKLD%2Bhy1Vq1aNgIAAUlNTLW2pqakEBATcNNk0m8388MMPNGnSpEh7REQEH330kaXt4sWLHD58mKCgoBLHpIqfiIiIOARHW9UL0LdvX%2BbMmUP16tUBmDt3Lo8//rjleHZ2Nl5eXpbh2%2BPHj3PhwoUiw7wmk4n27dsTFxdHzZo1qVKlCgsWLKB69eq0a9euxPEo8RMRERGxkUGDBnHmzBmioqJwc3OjV69eDBw40HK8V69e9OzZ07KY5MyZMwBUqlSpyLXGjBmDu7s7o0aNIicnhxYtWrB48WLc3NxKHI8SPxEREXEIjljxc3NzIzo6mujo6GKPb968udDnoaGhN50z6OXlxbhx4xg3btzfjkdz/ERERERchCp%2BIiIi4hAcseL3T6PET0RERByCEr/S01CviIiIiItQxU9EREQcgip%2BpaeKn4iIiIiLUMVPREREHIIqfqWnxE9EREQcghK/0tNQr4iIiIiLUMVPREREHIIqfqWnip%2BIiIiIi3DJil94eDjHjx8v0t6kSRPee%2B89AyISERGRP6OKX%2Bm5ZOIHEBMTQ5cuXQq1eXh4GBSNiIiI/BklfqXnsolfxYoV8fPzMzoMEREREbvRHL8/yMnJITo6mpYtW9KwYUMefPBBNm7caDler149FixYQFhYGE899RQAO3fuJDIykpCQELp3705iYqJR4YuIiDitggLrf7gal6343czUqVM5ePAgb775JuXKleP1118nNjaWtm3b4unpCcDnn3/Oe%2B%2B9R0FBAVlZWQwePJiRI0fSpk0bvvvuO8aNG4evry9NmzYtcb%2BZmZlkZWUVavP19cPPz9%2Bq9/ePV7myffurWLHwq50FBdm/z1q1Cr/a3e//juzm%2BhQOo6Zy%2BBvwb7hKlcKv9la2rH37u/7/hr3//7iucWP79xkcXPjVnnbtsn%2Bfv3PFRM3aTGaz2Wx0EPYWHh5OVlYW7u6F896tW7fy6aef0rBhQ%2B6%2B%2B24A0tPT6dy5M1988QU1atSgXr16TJgwgb59%2BwIwf/58Dhw4QFxcnOU6M2bM4Pjx44Xa/kxcXBzx8fGF2oYNi2LEiOF/9zZFRESsz2QCg1KHu%2B6y/jV//tn61/wnc9mK34gRI%2BjUqVOhtnLlyvHwww%2BzceNGPvjgA9LT09mzZw8AV69etZxXs2ZNy/v09HQ%2B//xzGt/wG9%2BVK1cIDAz8S/H07t2b8PDwQm2%2Bvn7c0K3duLlhSL8Abl9ssm%2BHFStC8%2BawYwecP2/fvoGR6%2B63e5%2B1asGoUTB3Lhw7ZvfuefHZo/bt0MMDqleHU6fgyhX79g3wxRf277NKFejaFdavh%2Bxs%2B/dvRMWvY0f47DM4e9a%2BfQNMn27/PoODYdky6NcP0tLs379BVPErPZdN/Hx9falTp06R9jFjxrBr1y569OhB37598fPzo3fv3oXO8fLysrzPz8%2Bne/fulvl%2B1/2xmvhn/P398f/DkJBRyZehjPhPG64lfQb0nZ5u9y4tjh0zqP%2B8PAM65VrSZ0TfmZn27/O67Gxj%2Bi9f3v59wrV/w6dP279fA4c%2BSUsztn9xOC6b%2BBUnJyeHdevW8cEHHxASEgJAcnIyADcbEQ8MDGTXrl2Fksg333yTvLy8IsmgiIiI/H2q%2BJWeVvXewNPTk3LlypGUlMSxY8f46quvmDRpEgB5N6kU9OvXjx9//JEXX3yRQ4cOsXbtWubNm0dAQIA9QxcREXF6WtVbekr8buDp6cns2bNJTEyka9euzJgxgyFDhuDn58e%2BffuK/ZqaNWuyaNEivvrqK7p168b8%2BfMZN24cDz30kJ2jFxEREbk1lxzq3bx5802PRUREEBERUaitV69elvf79%2B8v8jWtWrXio48%2Bsl6AIiIiUoQrVuisTRU/ERERERfhkhU/ERERcTyq%2BJWeEj8RERFxCEr8Sk9DvSIiIiIuQhU/ERERcQiq%2BJWeKn4iIiIiLkIVPxEREXEIqviVnhI/ERERcQhK/EpPQ70iIiIiLkIVPxEREXEIqviVnip%2BIiIiIi5CFT8RERFxCKr4lZ4SPxEREXEISvxKT0O9IiIiIi5CFT8RERFxCKr4lZ4qfiIiIiIuQhU/ERERcQiq%2BJWeEj8RERFxCEr8Sk9DvSIiIiI2Zjabefzxx/noo49ued7Ro0cZOHAg9957L126dGHLli2Fjm/bto1u3boRGhrKgAEDOHr06F%2BKQ4mfiIiIOISCAut/2CfuAqZMmcLWrVtveZ7ZbGbYsGFUrVqVDz/8kB49ehAVFcWJEycAOHHiBMOGDSMyMpKVK1dSpUoVhg4ditlsLnEsSvxEREREbCQjI4P//Oc/bN68GR8fn1uem5KSwtGjR5k0aRJ169Zl8ODB3HvvvXz44YcArFixgoYNG/L4449z1113MX36dI4fP86OHTtKHI8SPxEREXEIjljx27NnDzVq1ODDDz%2BkYsWKtzx39%2B7d3HPPPZQvX97Sdt999/Hdd99Zjjdt2tRyrFy5cjRo0MByvCS0uENEREQcgi0StczMTLKysgq1%2Bfn54e/vb5Xrh4eHEx4eXqJzs7KyivTr6%2BvLqVOnSnS8JJT4/YO5udm/z8zMTN5//3169%2B5ttW/6v%2BTf/7Zrd5mZmbwfF2fY/X5s39sFrt1zXNz7REcb9HdMXbv2VujvuHZtu/YNwKhRdu/S6O9rezP8focMsXuXlnv%2B9FOX%2BDu%2B7i9MZSuxuLj3iY%2BPL9QWFRXF8OHDS/T1ly5dIiMjo9hjfn5%2Bhap3fyY3NxdPT89CbZ6enuTl5ZXoeEko8ZNCsrKyiI%2BPJzw83CX%2BM3G1%2BwXXu2dXu19wvXt2tfsF17xnW%2Bndu3eRipyfn1%2BJv3737t0MGDCg2GMvvfQSERERJb6Wl5cXZ8%2BeLdSWl5dH2bJlLcf/mOTl5eX96dzBGynxExEREZfl7%2B9fquQ5LCyM/fv3WyWWatWq8csvvxRqO336tCW%2BatWqcfr06SLH69evX%2BI%2BtLhDRERE5B8gNDSUPXv2cOnSJUtbamoqoaGhluOpqamWY7m5uezdu9dyvCSU%2BImIiIgYJDs7mwsXLgDQvHlzatSoQXR0ND///DOLFy/m%2B%2B%2B/p1evXgD8%2B9//5ttvv2Xx4sX8/PPPREdHU6tWLcLCwkrcn9uECRMm2OJGxHFVqFCB5s2bU6FCBaNDsQtXu19wvXt2tfsF17tndZT6%2BgAAHNZJREFUV7tfcM17dnRvv/02zZs3LzQ027VrVy5dukRYWBhlypShdevWrF27loULF5KRkcGMGTO45557APDx8eGee%2B5h8eLFvPnmm9x2223MmTOHSpUqlTgGk/mvbPcsIiIiIg5LQ70iIiIiLkKJn4iIiIiLUOInIiIi4iKU%2BImIiIi4CCV%2BIiIiIi5CiZ%2BIiIiIi1DiJyIiIuIilPiJiIiIuAglfiIiIiIuQomfiDitc%2BfOUVBQgB5QJCJyjbvRAYiIWJPZbGbRokW89dZbnD9/nsTERBYsWED58uV5/vnn8fT0NDpEm7hy5Qrbtm3jwIEDlClThnr16lme/Skicp2e1Ssu4Ztvvinxuc2aNbNhJMYqKCigTJkyZGZmkpqaSr169QgKCjI6LKuKj49n/fr1jB07lpEjR7J27VqOHDnC%2BPHj6dChA88//7zRIVpdeno6Tz75JNnZ2dxxxx0UFBRw%2BPBhatWqxWuvvUb16tWNDlFE/iGU%2BLmo4OBgTCZTic7dt2%2BfjaOxveDg4EKfm0wmzGYz5cqVw8PDg99%2B%2Bw03Nzd8fHzYvn27QVHaTmpqKs888wyzZ88mKCiIyMhILl%2B%2BTG5uLrNnz6Zz585Gh2g1999/PzNmzKBZs2Y0btyYNWvWULt2bXbu3MnTTz/N1q1bjQ7R6h599FH8/f2ZPHkyFSpUAOD8%2BfPExsZy6dIlFi9ebHCEtpGens7%2B/fu5fPlykWMPP/ywARHZXmpqKm%2B//TaHDx9m0aJFrF27lpo1a9K1a1ejQxMHoaFeF5WQkGB5/8MPP7BkyRKGDh1Ko0aN8PDwYO/evcTHxzNgwAADo7SetLQ0y/uVK1eycuVKpk6dSt26dQE4duwYzz//PK1btzYqRJuaPn06Xbp0ITQ0lDfeeAMvLy82b97M%2BvXrWbhwoVMlfmfOnMHf379Iu4%2BPDxcvXjQgItv78ccf%2BeijjyxJH0DFihV5%2Bumn6dWrl4GR2c5bb73FjBkz8PHxwdvbu9Axk8nklIlfUlIS0dHR/L//9//44osvyM/Px93dnXHjxnHu3Dn69etndIjiCMzi8h544AHzli1birSnpKSYO3ToYEBEttWiRQvzvn37irTv37/f3KxZMwMisr1GjRqZjx8/bjabzeaePXuaZ8yYYTabzeZjx46ZQ0JCjAzN6gYPHmx%2B4YUXzGaz2Xzvvfeajxw5Yj5//rx58ODB5sGDBxscnW307dvXnJCQUKR91apV5j59%2BhgQke21atXKvGTJEqPDsKvu3bub16xZYzab//e9bTabzWvWrDFHREQYGZo4EFX8hMzMTHx9fYu0lytXjt9%2B%2B82AiGzLZDKRkZFRZPj30KFDeHl5GRSVbVWtWpVffvmFixcvsnfvXsaNGwfAtm3bqFGjhsHRWdeECROIioriX//6F5cvX2bo0KGcOHGCgIAAXnnlFaPDs4lWrVoxZ84cduzYQZMmTXB3d2ffvn2sW7eO7t27Ex8fbzk3KirKwEit59KlS9x///1Gh2FXhw8f5t577y3SHhISQkZGhgERiSNS4ie0b9%2BemJgYnn/%2BeYKDgzGbzfzwww9MmTLFqYYAr%2BvXrx9jx47lscceK3S/CQkJDB8%2B3OjwbGLgwIEMGzaMMmXK0KhRI5o3b86iRYuIj49n%2BvTpRodnVdWrV2flypVs376d9PR08vPzCQwMpHXr1k67wvXrr78mJCSEs2fPsnnzZkt7aGgoR44c4ciRIwAlntfrCHr06MGyZct47rnnjA7Fbu68806%2B%2BuqrIkO6q1at4s477zQoKnE0Wtwh5OTk8N///pdPP/2UgoICANzd3enRowcvvPCCU1bB3n//fVasWMGBAwcAuOuuu3j00Ud56KGHDI7Mdvbu3cuJEydo3bo1ZcuW5bvvvqNs2bJFKp%2BO7sSJE8W2m0wmPDw8uO2223Bzc7NzVGIN/fv3tySvV65cYdeuXVSvXp1atWoVSepvnMfsLHbu3MlTTz1Fq1at2Lx5Mz169ODw4cP8%2BOOPvPLKK7Rs2dLoEMUBKPETi/Pnz3Pw4EFMJhOBgYFFJkyLY/vtt9/w8vLCy8uLtLQ0tmzZQoMGDZzuh0WDBg0sv8AUx93dnYiICCZPnuwU3%2BPff/89wcHBlv0JN27cyPbt27ntttv4v//7P6pVq2ZwhNZz45D1n3GWIe0/On36NO%2B%2B%2By4HDhzg6tWrBAYG0q9fPwICAowOTRyEEj9xSa62JcLGjRsZPXo0L7/8MjVr1iQyMpLq1atz4sQJRo0axaOPPmp0iFazcuVKXn/9dZ5//nnLfKgffviBadOm0b17d1q0aMHs2bOpU6cOU6ZMMTjav%2B/06dM88cQT7N%2B/n/Xr1xMUFMSiRYtYsGABoaGheHt788MPP/Duu%2B867TDgmTNn%2BO233wgMDATgk08%2BoVmzZvj5%2BRkcmW0MHTqUUaNGWXYjEPk7nHPCi/yp4OBg6tevX6IPZ5OUlMSTTz5JzZo1OXjwYKEtEZYtW2Z0eDYxf/58RowYQatWrVixYgU1atRg/fr1zJs3jzfffNPo8KwqLi6OadOm0bp1a7y9vfH29qZly5ZMnjyZd999l5CQEKKjo9m4caPRoZbKiy%2B%2BSIUKFfjiiy8ICgri3LlzvPzyy7Rp04bly5fz%2Buuv069fP%2BbOnWt0qDaxfft2OnbsyNq1ay1tCQkJdOnShdTUVAMjs51vv/0Wd3dNzZfS0XeQi3LG%2BS8lFR8fz4QJE%2BjevTvLly8H4PHHH8fPz4%2BFCxc65V5YR44csSzU2bRpEw8%2B%2BCBwbW5jdna2kaFZ3YULF4r94VimTBnOnz8PgLe3N1euXLF3aFaVnJxMfHy8ZSg3OTmZK1eu0Lt3b8s5HTt2ZOnSpUaFaFMzZ87kqaee4sknn7S0LV%2B%2BnFdffZVp06bx4YcfGhidbfTr14%2BRI0fSp08fAgICisy/duanDon1KPFzUc2bN7e8f/311%2BnWrZvLPNbJFbdECAgI4Ouvv6ZatWocPHiQ8PBwANauXcsdd9xhbHBW9sADDxATE8P48eNp2LAhZrOZPXv2MGXKFCIiIsjNzWXx4sWEhIQYHWqpnDt3rtBG1du3b8fd3b3QnM2KFSuSn59vRHg2d%2BjQIcsvMDfq3LkzL7/8sgER2d71%2Bxo/fnyRYyaTySmesiS2p8RPWLRoEQ888IDRYdiNK26JMGLECMaOHcvVq1dp3749jRo1YubMmSxfvvwvTZh3BOPHj2fy5MkMGjTIkvR4eHgQGRnJ4MGD2bp1K3v27GHOnDkGR1o6t99%2BOz///DMBAQFcuXKF5ORkmjdvTvny5S3nbN26ldq1axsYpe0EBQWxYcMGBg8eXKh98%2BbN3H777QZFZVs3PoFI5O/S4g5hwoQJ5OXl8eSTTxIQEGBZHeisXHVLhOzsbDIyMizzNtPT0/Hx8aFq1aoGR2YbFy9etOzjd%2BjQIdauXUtKSgp79uwxOjSrSEhIYMmSJTz22GPs3LmTpKQkXnvtNdq0acOVK1f48ssviYmJ4amnnuKxxx4zOlyr%2B/LLLxk6dChNmjShQYMGAOzfv5%2BdO3cSFxdHu3btDI7QNvLz8zlz5gxXr14FwGw2k5eXx759%2B%2BjSpYvB0YkjUOInhIeHc%2BLEiZtu7uqMwwdZWVksW7bMpbZEcLUfGKmpqaxevZpPP/2UnJwc6tatS9%2B%2BfXnkkUeMDs1qEhISWL16NSaTif79%2B1ueTzthwgRWrFhBnz59iI2NddqNq3/55RdWrlzJwYMHcXd3p06dOvTt29dpq5wbN27khRde4OzZs0WO%2Bfn58eWXXxoQlTgaJX7Cjh07bnn8xvmAzmDt2rVERERQrlw5o0OxG1f5gXH8%2BHFWr17Nxx9/zNGjR/Hx8eG3335j7ty5Tpnc3sypU6fw9PSkSpUqRodiM664tUnnzp1p1qwZAwcOpG/fvixevJizZ88yefJkhg4dSmRkpNEhigPQHD%2BxJHY5OTkcOXKEO%2B%2B8k7y8PKfY3LY4c%2BbM4YUXXqBt27Z069aNdu3aOeXTSW40d%2B5cOnbseNMfGI7uww8/ZPXq1ezcuRN/f3/Cw8Pp1KkTzZo1IzQ0lLvvvtvoEG3ObDazdetWDhw4gIeHB3Xr1iUsLMzosGzGFbc2OXr0KK%2B%2B%2Biq33347DRs2JCsri4iICMqUKcOsWbOU%2BEmJuNa/GilWXl4ekyZN4qOPPgIgMTGRmTNnkpuby7x586hUqZLBEVpXcnIyu3btIikpiZkzZzJu3DjCw8Pp0qULbdq0wcPDw%2BgQrc7Zf2DExsZSp04dZs6c6dSP3buZ/fv3ExUVxZkzZ7jjjjswm80cOnSIwMBAFi5cSK1atYwO0epccWsTHx8fcnNzAQgMDCQtLY2IiAiCgoI4duyYwdGJo9BQrzBlyhR%2B/PFHJk6cSJ8%2BfVizZg0XL14kOjqaunXrMnv2bKNDtKk9e/aQmJjIu%2B%2B%2Bi7u7O19//bXRIVldq1atWLJkCfXq1WPKlClUrlyZqKgojh8/Trdu3di1a5fRIZbKRx99xPr160lJScHHx4f27dsTERFB69atadKkCR9//LHTrtgG6NOnD7Vq1WLixIlUqFABuPaIvpiYGC5cuMCSJUsMjtD6bvWMaWfd2iQ6OprDhw8zadIkDh48yKxZs5g/fz6JiYmWD5E/o4qfkJSUxEsvvUS9evUsbfXq1WPy5Mk8/vjjBkZmWxcvXuSLL74gKSmJLVu2UK1aNaedB9auXTsmTpzIpEmTCAsLY9asWXTo0IHExMRCe8E5qsjISCIjI8nOzmbDhg188sknREVFUbZsWQoKCvj666%2BpU6eOU1ZzAfbu3cv06dMtSR9cqw6NHDnS4au5N%2BOKW5vExsYydepUfvzxR3r06EFiYiK9evWifPnyTv8LuliPEj/hwoULxS50KCgosKwAdSarVq0iKSmJbdu2UbVqVbp06cLSpUtvWUFwdK7yA6NKlSo88sgjPPLII5w6dYp169bxySefMHnyZOLi4ujRowfR0dFGh2l1oaGhbN%2B%2B3fLM2uu%2B/fZbp3zs4nWusFL9kUce4ZVXXsHHxwdvb2%2BmT5/OpUuXMJlMzJkzhwkTJuDl5eW0v9SI9WmoVxgzZgwXL15k5syZtGnThjVr1gAwevRoatWq5XTP%2Bmzbti0PPvggXbt2JTQ01OhwDJOTk%2BMyPzAOHTpkSQI/%2BeQTo8Oxihs33j516hSrV68mIiKCkJAQypQpw08//cS6det49NFHGTt2rIGR2oarrFQPDg5m69at%2BPr6WtquT19w1m1rxLaU%2BAnnz58nJiaGTZs2UVBQgI%2BPD%2BfPn6d169bMnj2bypUrGx2iVZnN5pvuWehMVq9eXeJzr%2B//Jo6jf//%2BJTrPZDI55bO5XWVrk%2BISv8aNG7NmzRolfvK3aKhXqFixInFxcRw9epQDBw6Qn59PYGCgU%2B2PNWDAAOLj4/Hx8eE///nPLc91lh%2BSCxcuLNF5JpNJiZ8Deuedd4wOwVDOvlJdxFaU%2BAnffPON5f31yeHZ2dn8%2BuuveHh44Ofn5/BPtGjevLllSNPZNqS%2Bmc2bN9/y%2BOXLl51%2B/0Jntnr1arp06YKnp%2BefVnedMbHX1iYif48SPyE2NpZjx45RUFBApUqVMJvN/Pbbb5hMJkwmE2azmZCQEOLi4hx2BWhUVJTlfatWrWjSpImB0djfuXPnGD9%2BPHfddZflz6JTp040adKESZMmUbFiRYMjlL9q4cKFtGvXDk9Pz1tWd521ouvsK9VvtGHDhkIb6hcUFPDZZ58VeTKLM/49i/Vpjp/wyiuv8MUXXzBjxgzLqsCjR48SExNDeHg4PXr0YMKECUDJhw//yUJCQvD19eXBBx%2BkW7dulge8O7Onn36aM2fOMHHiRMsQ/r59%2B5g2bRoBAQHMnDnT4Ajl7zp9%2BjSVK1e2PMViz549pKSk4OvrS6dOnShfvrzBEdpGTk4OU6dOJSwsjB49ejBmzBjWr19vWakeHh5udIhWUdL7MJlMbNq0ycbRiDNQ4ie0aNGCt956q8h2JmlpaQwcOJCUlBQOHDhAnz59Cg0LO6oLFy7w%2Beefk5SUxFdffYWfnx%2BdO3emS5cuhfYydCZNmzbl/fffLzJv8%2Beff%2BaRRx750%2Bc1yz/PxYsXefbZZ0lOTmbdunXUrVuXVatWERsbS/Xq1fHy8iIvL49ly5ZRrVo1o8O1mo8//pjPPvsMDw8P7r//frp162Y55kor1UX%2BrjJGByD/DL/%2B%2BmuxbTfu4%2BcsK2ErVKhAt27dWLhwIdu3b2f06NGcPHmSfv36Ffoh4kzKli3LqVOnirRnZ2e73PNOncXChQs5fvw4S5cuJSgoiIsXLzJlyhRCQkJITExkw4YNlpX5zuLtt98mJiaGS5cukZubS3R0NPPmzbMc9/b2VtIn8if0P77Qq1cvnnvuOUaOHEnDhg0xm83s2bOHBQsW0LNnT3799Vdmz57tlIsifvrpJ3bv3s2ePXsoU6YMjRo1Mjokm4iMjCQmJoaRI0dahrbT0tJYsGABPXr0MDg6%2BTuSkpKYNm0a9913HwBbtmzhwoUL9O/f35L8REZGMnjwYCPDtKrly5czdepUy1y2pKQkoqOjGTlypNP8Yipia0r8hFGjRlGhQgVefPFFMjMzAfD39%2BfRRx9l0KBBbNu2DXd3d8aPH29wpNaxY8cOkpKS2LhxI%2BfOnaNDhw6MHDmStm3b4unpaXR4NvH0009jNpuZMWOGZcPb2267jf79%2B/Pkk08aHJ38HVlZWdx%2B%2B%2B2Wz7dt24abmxutW7e2tFWtWtWy8tUZHD16lJYtW1o%2BDw8PJzc3l8zMTKcazhaxJSV%2BgslkYsiQIQwZMoRff/0Vd3f3Qqs827RpQ5s2bQyM0LqeeOIJ2rZty9ixY%2BnQoUOxj6tzFn%2BcD5WSkkJ2djYeHh5ayevgqlWrxtGjRwkICMBsNpOcnExoaCiVKlWynLNr1y5q1KhhYJTWlZ%2BfX2hqgru7u2Uuo4iUjBI/AeDw4cP8%2BOOPXLlypcgxZ9sioGvXrgwZMqRQtcQZvf3228yaNYuWLVuSn59PdHQ0P/30E88%2B%2B6zRoYkV9OjRg6lTp/L000%2BTkpLCyZMnGTVqlOV4Wloa8%2BbN46GHHjIwShH5p1HiJ7z%2B%2BuvMmTOHSpUqWTZwvs4Z9wDbtGkTw4YNMzoMm9N8KOc2ZMgQcnJyiImJwWQyMWLECMvipJkzZ7JkyRLat2/PkCFDDI7UurSnnUjpaDsXoVWrVgwaNIhBgwYZHYpdvPzyy%2BzatYuBAwcSEBBQ5OkVjv6UkusaNmzIpk2bLHOf8vPzCQkJ4fPPP9d8KCe3f/9%2Brl69yj333GN0KFalPe1ESk8VP%2BHy5ct06tTJ6DDs5vom1F999RXwv21qzGYzJpOJffv2GRabNWk%2BlOty1v0o/%2BwxhCLy55T4Cd27d2fZsmWMHTvWJYYAVQkQERFXpcRPyMnJYeXKlaxbt45atWoV2QA1ISHBoMhso2bNmkaHYDeaDyUiIjfSHD8hPj7%2BlsejoqLsFIl9BAcH37Ky6SxDvZoPJSIif6TET1zOH59Le/XqVY4cOcKSJUt45plnePDBBw2KTERExLaU%2BAkAa9as4a233uLIkSOsWrWKhIQE/Pz8XOqpDl9//TXTp09n9erVRociIiJiE2WMDkCMt2zZMmbNmkVkZKRlA%2BeGDRvyxhtv/OkwsDOpUqUK6enpRochIiJiM6r4CZ07d%2Ba5556jffv2NG7cmDVr1lC7dm2Sk5MZP348ycnJRodoVcVV9C5cuMDKlSupWLGi0y1mERERuU6reoUTJ05Qt27dIu21a9fm7NmzBkRkW9f38bvOZDLh4eFBo0aNeOaZZwyKSkRExPaU%2BAmhoaGsXr2a4cOHW9rMZjNvvvkmISEhBkZmfadPnyYpKcmysfGePXtISUnB19eXTp06Ub58eYMjFBERsR0N9Qo//fQTTz75JL6%2BvqSlpdGyZUsOHTpEbm4ur7/%2BOvXr1zc6xFK7cOECo0aNIjk5mXXr1lG3bl1WrVpFbGws1atXtzzR4t1336V69epGhysiImITSvwEuPbYtrVr13LgwAGuXr1KYGAgDz30EBUqVDA6NKuYMWMGW7duZcKECTRp0oTc3FzatGnDXXfdxTvvvIOHhwf//e9/uXDhAnPmzDE6XBEREZvQUK8A4OXlRWRkJGXKlCEzM5PU1FQyMzMJDAw0OjSrSEpKYtq0adx3330AbNmyhQsXLtC/f3/Lk0oiIyMZPHiwkWGKiIjYlLZzEVJTU2nTpg07duwgMzOTyMhIxo8fT/fu3dmwYYPR4VlFVlYWt99%2Bu%2BXzbdu24ebmRuvWrS1tVatWJTc314jwRERE7EKJnzB9%2BnS6dOlCaGgoH3zwAV5eXmzdupXJkycXWQHrqKpVq8bRo0eBawtXkpOTCQ0NpVKlSpZzdu3aRY0aNYwKUURExOaU%2BAk//fQT//nPfyhXrhybN2%2BmU6dOeHp60rx5c06cOGF0eFbRo0cPpk6dyqZNm5g2bRonT56kX79%2BluNpaWnMmzdPj2sTERGnpjl%2BQtWqVfnll1%2B4ePEie/fuZdy4ccC14VBnqYANGTKEnJwcYmJiMJlMjBgxgm7dugEwc%2BZMlixZQvv27RkyZIjBkYqIiNiOVvUKCQkJzJ49mzJlynD33XezYsUKFi1aRHx8PNOnT6d79%2B5Gh2hT%2B/fv5%2BrVq9xzzz1GhyIiImJTSvwEgL1793LixAlat25N2bJl%2Be677yhbtizBwcFGhyYiIiJWoqFeAaBWrVrUrVsXLy8v0tLS2LlzJw0aNDA6LBEREbEiLe4QNm7cSNu2bUlNTeXw4cM88sgjrFq1iqFDh7J06VKjwxMRERErUeInzJ8/nxEjRtCqVStWrFhBjRo1WL9%2BPfPmzePNN980OjwRERGxEiV%2BwpEjR%2BjcuTMAmzZtomPHjgDcddddZGdnGxmaiIiIWJHm%2BAkBAQF8/fXXVKtWjYMHDxIeHg7A2rVrueOOO4wNTkRERKxGiZ8wYsQIxo4dy9WrV2nfvj2NGjVi5syZLF%2B%2BnPj4eKPDExERESvRdi4CQHZ2NhkZGdSvXx%2BA9PR0fHx8qFq1qsGRiYiIiLUo8RMA8vPzOXPmDFevXgWuPc82Ly%2BPffv20aVLF4OjExEREWtQ4ids3LiRF154gbNnzxY55ufnx5dffmlAVCIiImJtWtUrzJ07l44dO7J%2B/Xp8fHxYvnw5ixYtombNmjzzzDNGhyciIiJWosUdwtGjR3n11Ve5/fbbadiwIVlZWURERFCmTBlmzZpFZGSk0SGKiIiIFajiJ/j4%2BJCbmwtAYGAgaWlpAAQFBXHs2DEjQxMRERErUuIntGvXjokTJ/LLL78QFhbGxx9/zJ49e3j//ffx9/c3OjwRERGxEiV%2BQmxsLHXq1OHHH38kIiKC0NBQevXqxbvvvstzzz1ndHgiIiJiJVrV68I%2B/vhjPvvsMzw8PLj//vvp1q2b5VhOTg5eXl54eHgYGKGIiIhYkyp%2BLurtt98mJiaGS5cukZubS3R0NPPmzbMc9/b2VtInIiLiZFTxc1GdO3dm8ODBPPzwwwAkJSURHR3Nzp07MZlMBkcnIiIitqCKn4s6evQoLVu2tHweHh5Obm4umZmZBkYlIiIitqTEz0Xl5%2Bfj7v6/bRzd3d3x8vIiLy/PwKhERETElpT4iYiIiLgIPbnDhW3YsAFvb2/L5wUFBXz22WdUqVKl0HnX5wGKiIiIY9PiDhcVHh5eovNMJhObNm2ycTQiIiJiD0r8RERERFyE5viJiIiIuAglfiIiIiIuQomfiIiIiItQ4iciIiLiIpT4iYiIiLgIJX4iIiIiLkKJn4iIiIiLUOInIiIi4iL%2BPxI5K6eZVG%2BMAAAAAElFTkSuQmCC\" class=\"center-img\">\n",
       "</div>\n",
       "    <div class=\"row headerrow highlight\">\n",
       "        <h1>Sample</h1>\n",
       "    </div>\n",
       "    <div class=\"row variablerow\">\n",
       "    <div class=\"col-md-12\" style=\"overflow:scroll; width: 100%%; overflow-y: hidden;\">\n",
       "        <table border=\"1\" class=\"dataframe sample\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>PassengerId</th>\n",
       "      <th>Survived</th>\n",
       "      <th>Pclass</th>\n",
       "      <th>Name</th>\n",
       "      <th>Sex</th>\n",
       "      <th>Age</th>\n",
       "      <th>SibSp</th>\n",
       "      <th>Parch</th>\n",
       "      <th>Ticket</th>\n",
       "      <th>Fare</th>\n",
       "      <th>Cabin</th>\n",
       "      <th>Embarked</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>Braund, Mr. Owen Harris</td>\n",
       "      <td>male</td>\n",
       "      <td>22.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>A/5 21171</td>\n",
       "      <td>7.2500</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Cumings, Mrs. John Bradley (Florence Briggs Th...</td>\n",
       "      <td>female</td>\n",
       "      <td>38.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>PC 17599</td>\n",
       "      <td>71.2833</td>\n",
       "      <td>C85</td>\n",
       "      <td>C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>Heikkinen, Miss. Laina</td>\n",
       "      <td>female</td>\n",
       "      <td>26.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>STON/O2. 3101282</td>\n",
       "      <td>7.9250</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Futrelle, Mrs. Jacques Heath (Lily May Peel)</td>\n",
       "      <td>female</td>\n",
       "      <td>35.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>113803</td>\n",
       "      <td>53.1000</td>\n",
       "      <td>C123</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>Allen, Mr. William Henry</td>\n",
       "      <td>male</td>\n",
       "      <td>35.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>373450</td>\n",
       "      <td>8.0500</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "    </div>\n",
       "</div>\n",
       "</div>"
      ],
      "text/plain": [
       "<pandas_profiling.ProfileReport at 0x1036bfef0>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pandas_profiling.ProfileReport(df)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "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>PassengerId</th>\n",
       "      <th>Survived</th>\n",
       "      <th>Pclass</th>\n",
       "      <th>Name</th>\n",
       "      <th>Sex</th>\n",
       "      <th>Age</th>\n",
       "      <th>SibSp</th>\n",
       "      <th>Parch</th>\n",
       "      <th>Ticket</th>\n",
       "      <th>Fare</th>\n",
       "      <th>Cabin</th>\n",
       "      <th>Embarked</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>535</th>\n",
       "      <td>536</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Hart, Miss. Eva Miriam</td>\n",
       "      <td>female</td>\n",
       "      <td>7.0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>F.C.C. 13529</td>\n",
       "      <td>26.2500</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>621</th>\n",
       "      <td>622</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Kimball, Mr. Edwin Nelson Jr</td>\n",
       "      <td>male</td>\n",
       "      <td>42.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>11753</td>\n",
       "      <td>52.5542</td>\n",
       "      <td>D19</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>23</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>McGowan, Miss. Anna \"Annie\"</td>\n",
       "      <td>female</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>330923</td>\n",
       "      <td>8.0292</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Q</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>655</th>\n",
       "      <td>656</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>Hickman, Mr. Leonard Mark</td>\n",
       "      <td>male</td>\n",
       "      <td>24.0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>S.O.C. 14879</td>\n",
       "      <td>73.5000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>137</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Newsom, Miss. Helen Monypeny</td>\n",
       "      <td>female</td>\n",
       "      <td>19.0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>11752</td>\n",
       "      <td>26.2833</td>\n",
       "      <td>D47</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     PassengerId  Survived  Pclass                          Name     Sex  \\\n",
       "535          536         1       2        Hart, Miss. Eva Miriam  female   \n",
       "621          622         1       1  Kimball, Mr. Edwin Nelson Jr    male   \n",
       "22            23         1       3   McGowan, Miss. Anna \"Annie\"  female   \n",
       "655          656         0       2     Hickman, Mr. Leonard Mark    male   \n",
       "136          137         1       1  Newsom, Miss. Helen Monypeny  female   \n",
       "\n",
       "      Age  SibSp  Parch        Ticket     Fare Cabin Embarked  \n",
       "535   7.0      0      2  F.C.C. 13529  26.2500   NaN        S  \n",
       "621  42.0      1      0         11753  52.5542   D19        S  \n",
       "22   15.0      0      0        330923   8.0292   NaN        Q  \n",
       "655  24.0      2      0  S.O.C. 14879  73.5000   NaN        S  \n",
       "136  19.0      0      2         11752  26.2833   D47        S  "
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# sample vs. head\n",
    "df.sample(5)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Save Report to HTML**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "pfr = pandas_profiling.ProfileReport(df)\n",
    "pfr.to_file(\"/tmp/example.html\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "\n",
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       "\n",
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       "                text-align:right;\n",
       "                padding-right: 0.5em;\n",
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       "\n",
       "            .missing {\n",
       "                color: #a94442;\n",
       "            }\n",
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       "            }\n",
       "\n",
       "\n",
       "        /* Bars in tables */\n",
       "            .freq .bar{\n",
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       "                width: 0;\n",
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       "                background-color: #337ab7;\n",
       "                border-radius: 3px;\n",
       "                margin-right: 4px;\n",
       "            }\n",
       "            .other .bar {\n",
       "                background-color: #999;\n",
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       "            .missing .bar{\n",
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       "                width: 100%;\n",
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       "\n",
       "            .extrapadding{\n",
       "                padding: 2em;\n",
       "            }\n",
       "\n",
       "            .pp-anchor{\n",
       "\n",
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       "\n",
       "</style>\n",
       "\n",
       "<div class=\"container pandas-profiling\">\n",
       "    <div class=\"row headerrow highlight\">\n",
       "        <h1>Overview</h1>\n",
       "    </div>\n",
       "    <div class=\"row variablerow\">\n",
       "    <div class=\"col-md-6 namecol\">\n",
       "        <p class=\"h4\">Dataset info</p>\n",
       "        <table class=\"stats\" style=\"margin-left: 1em;\">\n",
       "            <tbody>\n",
       "            <tr>\n",
       "                <th>Number of variables</th>\n",
       "                <td>12 </td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                <th>Number of observations</th>\n",
       "                <td>891 </td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                <th>Total Missing (%)</th>\n",
       "                <td>8.1% </td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                <th>Total size in memory</th>\n",
       "                <td>83.6 KiB </td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                <th>Average record size in memory</th>\n",
       "                <td>96.1 B </td>\n",
       "            </tr>\n",
       "            </tbody>\n",
       "        </table>\n",
       "    </div>\n",
       "    <div class=\"col-md-6 namecol\">\n",
       "        <p class=\"h4\">Variables types</p>\n",
       "        <table class=\"stats\" style=\"margin-left: 1em;\">\n",
       "            <tbody>\n",
       "            <tr>\n",
       "                <th>Numeric</th>\n",
       "                <td>6 </td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                <th>Categorical</th>\n",
       "                <td>4 </td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                <th>Boolean</th>\n",
       "                <td>1 </td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                <th>Date</th>\n",
       "                <td>0 </td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                <th>Text (Unique)</th>\n",
       "                <td>1 </td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                <th>Rejected</th>\n",
       "                <td>0 </td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                <th>Unsupported</th>\n",
       "                <td>0 </td>\n",
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       "    </div>\n",
       "    <div class=\"col-md-12\" style=\"padding-left: 1em;\">\n",
       "        \n",
       "        <p class=\"h4\">Warnings</p>\n",
       "        <ul class=\"list-unstyled\"><li><a href=\"#pp_var_Age\"><code>Age</code></a> has 177 / 19.9% missing values <span class=\"label label-default\">Missing</span></li><li><a href=\"#pp_var_Cabin\"><code>Cabin</code></a> has 687 / 77.1% missing values <span class=\"label label-default\">Missing</span></li><li><a href=\"#pp_var_Cabin\"><code>Cabin</code></a> has a high cardinality: 148 distinct values  <span class=\"label label-warning\">Warning</span></li><li><a href=\"#pp_var_Fare\"><code>Fare</code></a> has 15 / 1.7% zeros <span class=\"label label-info\">Zeros</span></li><li><a href=\"#pp_var_Parch\"><code>Parch</code></a> has 678 / 76.1% zeros <span class=\"label label-info\">Zeros</span></li><li><a href=\"#pp_var_SibSp\"><code>SibSp</code></a> has 608 / 68.2% zeros <span class=\"label label-info\">Zeros</span></li><li><a href=\"#pp_var_Ticket\"><code>Ticket</code></a> has a high cardinality: 681 distinct values  <span class=\"label label-warning\">Warning</span></li> </ul>\n",
       "    </div>\n",
       "</div>\n",
       "    <div class=\"row headerrow highlight\">\n",
       "        <h1>Variables</h1>\n",
       "    </div>\n",
       "    <div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_Age\">Age<br/>\n",
       "            <small>Numeric</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-6\">\n",
       "    <div class=\"row\">\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "                <tr>\n",
       "                    <th>Distinct count</th>\n",
       "                    <td>89</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Unique (%)</th>\n",
       "                    <td>10.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"alert\">\n",
       "                    <th>Missing (%)</th>\n",
       "                    <td>19.9%</td>\n",
       "                </tr>\n",
       "                <tr class=\"alert\">\n",
       "                    <th>Missing (n)</th>\n",
       "                    <td>177</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (n)</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "\n",
       "        </div>\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "\n",
       "                <tr>\n",
       "                    <th>Mean</th>\n",
       "                    <td>29.699</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Minimum</th>\n",
       "                    <td>0.42</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Maximum</th>\n",
       "                    <td>80</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Zeros (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "<div class=\"col-md-3 collapse in\" id=\"minihistogram2903155618436304987\">\n",
       "    <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAMgAAABLCAYAAAA1fMjoAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAATBJREFUeJzt3cGJwlAYRtFxsCSLsCfX09MUYU%2BxAbkkQsivnrMXsrl8vvDE07Isyw/w1O/RDwCTnY9%2BgKNcbv%2BbP3P/u%2B7wJExmQSB87YK8YuvqWJz3Z0EgCASCQCAIBIJAIAgEgkAgCASCQCAIBIJAIAgEgkAguM27I785eX8WBIJAIAgEgkAgCASCQCAIBIJAIAgEgkAgCASCu1jDuL81iwWBIBAIAoEgEAjjDukOqUxiQSCcpv2J5ysLwjYWdz0LAkEgEAQCQSAQxr3mZX9epa9nQSAIBIJAIDiDsMq3nlssCAQLwm4%2BYXXG3cWCSXzFgiAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgfAA2GcnmG8/XLAAAAAASUVORK5CYII%3D\">\n",
       "\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#descriptives2903155618436304987,#minihistogram2903155618436304987\"\n",
       "       aria-expanded=\"false\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"row collapse col-md-12\" id=\"descriptives2903155618436304987\">\n",
       "    <ul class=\"nav nav-tabs\" role=\"tablist\">\n",
       "        <li role=\"presentation\" class=\"active\"><a href=\"#quantiles2903155618436304987\"\n",
       "                                                  aria-controls=\"quantiles2903155618436304987\" role=\"tab\"\n",
       "                                                  data-toggle=\"tab\">Statistics</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#histogram2903155618436304987\" aria-controls=\"histogram2903155618436304987\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Histogram</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#common2903155618436304987\" aria-controls=\"common2903155618436304987\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Common Values</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#extreme2903155618436304987\" aria-controls=\"extreme2903155618436304987\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Extreme Values</a></li>\n",
       "\n",
       "    </ul>\n",
       "\n",
       "    <div class=\"tab-content\">\n",
       "        <div role=\"tabpanel\" class=\"tab-pane active row\" id=\"quantiles2903155618436304987\">\n",
       "            <div class=\"col-md-4 col-md-offset-1\">\n",
       "                <p class=\"h4\">Quantile statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Minimum</th>\n",
       "                        <td>0.42</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>5-th percentile</th>\n",
       "                        <td>4</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q1</th>\n",
       "                        <td>20.125</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Median</th>\n",
       "                        <td>28</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q3</th>\n",
       "                        <td>38</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>95-th percentile</th>\n",
       "                        <td>56</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Maximum</th>\n",
       "                        <td>80</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Range</th>\n",
       "                        <td>79.58</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Interquartile range</th>\n",
       "                        <td>17.875</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "            <div class=\"col-md-4 col-md-offset-2\">\n",
       "                <p class=\"h4\">Descriptive statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Standard deviation</th>\n",
       "                        <td>14.526</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Coef of variation</th>\n",
       "                        <td>0.48912</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Kurtosis</th>\n",
       "                        <td>0.17827</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Mean</th>\n",
       "                        <td>29.699</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>MAD</th>\n",
       "                        <td>11.323</td>\n",
       "                    </tr>\n",
       "                    <tr class=\"\">\n",
       "                        <th>Skewness</th>\n",
       "                        <td>0.38911</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Sum</th>\n",
       "                        <td>21205</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Variance</th>\n",
       "                        <td>211.02</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Memory size</th>\n",
       "                        <td>7.0 KiB</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-8 col-md-offset-2\" id=\"histogram2903155618436304987\">\n",
       "            <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAlgAAAGQCAYAAAByNR6YAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAIABJREFUeJzt3XtYlHX%2B//HXyASChEdwPXRlWh4qQ8DQVi1hddVyMzUvvpqalVmJ8mvDPGTnaOnrodQwzXStdDOy1NKsrtxvB600V1Mz0wAPaSoMpXlCULh/f7TOOlEr6gfvuW%2Bej%2Buai%2BY9w2fe7%2BYefHHfMzcey7IsAQAAwJhqdjcAAADgNgQsAAAAwwhYAAAAhhGwAAAADCNgAQAAGEbAAgAAMIyABQAAYBgBCwAAwDACFgAAgGEELAAAAMMIWAAAAIYRsAAAAAwjYAEAABhGwAIAADCMgAUAAGAYAQsAAMAwAhYAAIBhBCwAAADDCFgAAACGEbAAAAAMI2ABAAAYRsACAAAwjIAFAABgGAELAADAMAIWAACAYQQsAAAAwwhYAAAAhhGwAAAADCNgAQAAGEbAAgAAMIyABQAAYBgBCwAAwDACFgAAgGEELAAAAMMIWAAAAIYRsAAAAAwjYAEAABhGwAIAADCMgAUAAGCY1%2B4Gqgqf77CxtapV86hOnRr66aejKiuzjK1rN7fOJTGbUzGbM7l1NrfOJVXubNHRFxtdr6LYg%2BVA1ap55PF4VK2ax%2B5WjHLrXBKzORWzOZNbZ3PrXJI7ZyNgAQAAGEbAAgAAMIyABQAAYBgBCwAAwDACFgAAgGEELAAAAMMIWAAAAIYRsAAAAAwjYAEAABhGwAIAADCMgAUAAGCY6//Yc0lJifr06aNHHnlE7dq109ixY7V48eJy92vXrp1effVVSVLbtm11%2BHDgH2dev369atSocUF6BgAAzubqgFVcXKz09HTl5OT4a%2BPHj1d6err/%2Bg8//KBBgwZp8ODBkqT8/HwdPnxYK1asUPXq1f33i4iIuHCNAwAAR3NtwMrNzVV6erosywqoX3zxxbr44ov918eOHavu3burS5cukqS8vDxFR0frkksuuaD9Ivj0mPKZ3S2clffu72B3CwCAf3Pte7C%2B/PJLtWvXTtnZ2b97ny%2B%2B%2BEJr167VAw884K/l5ubqsssuuxAtAgAAl3LtHqwBAwac8T6zZs1S79691aBBA38tLy9PRUVFGjRokHbs2KFWrVrpoYceInQBAIAKc23AOpPdu3dr9erVGj9%2BfEB9%2B/bt%2Bvnnn/XAAw8oMjJSL730koYMGaJ3331XkZGRFVq7oKBAPp8voOb1RigmJsZI7yEh1QK%2BuoVb57pQvF57/r%2B5%2BXljNmdy62xunUty52xVNmB98MEHatWqlS6//PKA%2Bpw5c3TixAn/JwYnTZqkG264QR999JH%2B8pe/VGjt7OxsZWVlBdRSU1OVlpZmpvl/i4oKN7pesHDrXJWtdm17P%2BXq5ueN2ZzJrbO5dS7JXbNV2YC1cuVK/elPfypXDw0NVWhoqP96WFiYGjdurPz8/AqvnZKSouTk5ICa1xuhAweOnnvDpwkJqaaoqHAdOlSk0tIyI2sGA7fOdaGY2r7OlpufN2ZzJrfO5ta5pMqdza5fPqtkwLIsS19//bXuvffecvWuXbtq%2BPDh6tOnjyTp2LFj2rVrl5o2bVrh9WNiYsodDvT5DuvkSbMbTWlpmfE1g4Fb56psdv8/c/PzxmzO5NbZ3DqX5K7ZqmTA%2BuGHH3T06NFyhwc9Ho86d%2B6s559/Xo0aNVKdOnU0depU/eEPf9ANN9xgU7cAAMBpqmTA%2BvHHHyVJNWvWLHfbgw8%2BKK/Xq/T0dB05ckTt27fXrFmzFBIScqHbBAAADlUlAta2bdsCrsfGxparnRIWFqaxY8dq7NixF6I1AADgQu75PCQAAECQIGABAAAYRsACAAAwjIAFAABgWJV4kztQFfSY8pndLVTYe/d3sLsFAKhU7MECAAAwjIAFAABgGAELAADAMAIWAACAYQQsAAAAwwhYAAAAhhGwAAAADCNgAQAAGEbAAgAAMIyABQAAYBgBCwAAwDACFgAAgGEELAAAAMMIWAAAAIYRsAAAAAwjYAEAABhGwAIAADCMgAUAAGAYAQsAAMAwAhYAAIBhBCwAAADDCFgAAACGEbAAAAAMI2ABAAAYRsACAAAwjIAFAABgmOsDVklJiXr27Kk1a9b4axkZGWrRokXAZf78%2Bf7bly1bpi5duig2Nlapqan66aef7GgdAAA4lKsDVnFxsR544AHl5OQE1PPy8pSenq5Vq1b5L3379pUkbdq0SePHj9eIESOUnZ2tQ4cOady4cXa0DwAAHMprdwOVJTc3V%2Bnp6bIsq9xteXl5uuuuuxQdHV3utvnz56tHjx665ZZbJEkTJkxQUlKSdu/erUsuuaTS%2BwYAAM7n2j1YX375pdq1a6fs7OyA%2BpEjR5Sfn68mTZr85vdt3LhRbdu29V9v0KCBGjZsqI0bN1ZmuwAAwEVcuwdrwIABv1nPy8uTx%2BPRzJkz9emnn6pWrVq644471Lt3b0lSQUGBYmJiAr6nbt262r9/f6X3DAAA3MG1Aev3bN%2B%2BXR6PR02bNtXAgQO1du1aPfLII4qMjFTXrl11/PhxhYaGBnxPaGioSkpKKvwYBQUF8vl8ATWvN6JccDtXISHVAr66hVvnQnlerzOeYzdvk8zmPG6dS3LnbFUuYN1yyy1KSkpSrVq1JEktW7bUzp07tWDBAnXt2lVhYWHlwlRJSYnCw8Mr/BjZ2dnKysoKqKWmpiotLe38BzhNVFTFe3ISt86F/6hdu4bdLZwVN2%2BTzOY8bp1LctdsVS5geTwef7g6pWnTplq9erUkqX79%2BiosLAy4vbCw8DffEP97UlJSlJycHFDzeiN04MDRc%2Bw6UEhINUVFhevQoSKVlpYZWTMYuHUulGfqtVDZ3LxNMpvzuHUuqXJns%2BsXuioXsKZOnaqvvvpKL7/8sr%2B2detWNW3aVJIUGxurdevWqU%2BfPpKkffv2ad%2B%2BfYqNja3wY8TExJQ7HOjzHdbJk2Y3mtLSMuNrBgO3zoX/cNrz6%2BZtktmcx61zSe6azT0HOysoKSlJa9eu1Zw5c/T999/rtdde05IlS3TnnXdKkvr376%2B3335bCxcu1NatWzV69Gh17tyZUzQAAIAKq3J7sK655hpNnTpV06ZN09SpU9WoUSNNnjxZcXFxkqS4uDg9%2BeSTmjZtmn7%2B%2BWd16NBBTz31lM1dAwAAJ6kSAWvbtm0B17t06aIuXbr87v379OnjP0QIAABwtqrcIUIAAIDKRsACAAAwjIAFAABgGAELAADAMAIWAACAYQQsAAAAwwhYAAAAhhGwAAAADCNgAQAAGEbAAgAAMIyABQAAYBgBCwAAwDACFgAAgGEELAAAAMMIWAAAAIYRsAAAAAwjYAEAABhGwAIAADCMgAUAAGAYAQsAAMAwAhYAAIBhBCwAAADDCFgAAACGEbAAAAAMI2ABAAAYRsACAAAwjIAFAABgGAELAADAMAIWAACAYQQsAAAAwwhYAAAAhrk%2BYJWUlKhnz55as2aNv7Zhwwb9z//8j%2BLi4tStWzctXLgw4HtuvvlmtWjRIuDy3XffXejWAQCAQ3ntbqAyFRcXKz09XTk5Of6az%2BfT3Xffrf79%2B%2BuZZ57RN998o3Hjxik6OlqdO3dWaWmpdu7cqfnz56tJkyb%2B76tdu7YNEwAAACdybcDKzc1Venq6LMsKqK9YsUL16tXTAw88IElq0qSJ1qxZo6VLl6pz587as2ePTpw4oWuuuUZhYWF2tA4AABzOtQHryy%2B/VLt27fTXv/5Vbdq08dc7deqkVq1albv/kSNHJP0SzBo0aEC4AgAA58y1AWvAgAG/WW/cuLEaN27sv/7jjz/q3Xff1ciRIyVJeXl5uuiii3TPPfdo8%2BbNuuyyyzR69Ghdc801F6RvAADgfK4NWBVx/PhxjRw5UvXq1VNKSookaceOHfr555/Vr18/paWl6Y033tDtt9%2Bu5cuXq0GDBhVat6CgQD6fL6Dm9UYoJibGSN8hIdUCvrqFW%2BdCeV6vM55jN2%2BTzOY8bp1LcudsVTZgHT16VMOHD9fOnTv12muvKTw8XJL01FNP6fjx44qMjJQkPf7441q/fr3efvtt3XvvvRVaOzs7W1lZWQG11NRUpaWlGZ0hKirc6HrBwq1z4T9q165hdwtnxc3bJLM5j1vnktw1W5UMWEeOHNHQoUP1/fff65VXXgn4tKDX6/WHK0nyeDxq2rSp8vPzK7x%2BSkqKkpOTA2peb4QOHDh63r1LvyT8qKhwHTpUpNLSMiNrBgO3zoXyTL0WKpubt0lmcx63ziVV7mx2/UJX5QJWWVmZRowYoT179mjevHlq1qxZwO2DBg1Su3btNGLECP/9t23bpttuu63CjxETE1PucKDPd1gnT5rdaEpLy4yvGQzcOhf%2Bw2nPr5u3SWZzHrfOJblrtioXsN58802tWbNGM2bMUFRUlP%2B9UhdddJFq1aql5ORkTZ8%2BXa1atdJll12mV199VYcPH1bv3r1t7hwAADhFlQtYH3zwgcrKynTPPfcE1BMTEzVv3jwNGTJExcXFysjIUGFhoWJjYzV37tyAw4YAAAD/TZUIWNu2bfP/95w5c/7rfT0ej%2B69994Kv6EdAADg19zzeUgAAIAgQcACAAAwjIAFAABgGAELAADAMAIWAACAYQQsAAAAw6rEaRoABJceUz6zu4Wz8uGoTna3AMBh2IMFAABgGAELAADAMAIWAACAYQQsAAAAwwhYAAAAhhGwAAAADCNgAQAAGEbAAgAAMIyABQAAYFjQBax%2B/frp9ddf1%2BHDh%2B1uBQAA4JwEXcBq3769Zs6cqY4dO%2BqBBx7QqlWrZFmW3W0BAABUWNAFrPT0dH300Ud64YUXFBISopEjR6pz58567rnntGPHDrvbAwAAOKOg/GPPHo9HHTp0UIcOHVRUVKR58%2BbphRde0KxZsxQfH6/bb79df/7zn%2B1uEwAA4DcFZcCSpIKCAr3zzjt655139N133yk%2BPl69e/fW/v379fDDD2vt2rUaP3683W0CAACUE3QB6%2B2339bbb7%2BtNWvWqE6dOrrllls0bdo0NWnSxH%2BfBg0a6OmnnyZgAQCAoBR0AWv8%2BPFKSkrS9OnTdf3116tatfJvE2vatKkGDhxoQ3cAAABnFnQB69NPP1Xt2rV18OBBf7jatGmTrrrqKoWEhEiS4uPjFR8fb2ebAAAAvyvoPkV45MgRde/eXS%2B99JK/NmzYMPXq1Uv79u2zsTMAAICKCbqA9be//U2XXnqp7rjjDn9t%2BfLlatCggTIzM23sDAAAoGKCLmD961//0tixYxUdHe2v1alTR6NHj9bq1att7AwAAKBigi5geb1eHTp0qFy9qKiIM7oDAABHCLqAdf311ysjI0Pff/%2B9v7Z7925lZmaqU6dONnYGAABQMUH3KcIxY8bojjvuULdu3RQVFSVJOnTokK666iqNGzfO5u4AAADOLOgCVt26dbV48WJ9/vnnysnJkdfr1eWXX67rrrtOHo/H7vYAAADOKOgOEUpSSEiIOnXqpDvvvFODBw/WH//4x3MOVyUlJerZs6fWrFnjr%2B3evVtDhgxRmzZtdOONN2rVqlUB3/P555%2BrZ8%2Beio2N1eDBg7V79%2B7zmgcAAFQtQbcHy%2BfzacqUKVq/fr1OnDhR7o3t//znPyu8VnFxsdLT05WTk%2BOvWZal1NRUNW/eXG%2B99ZZWrFihESNGaPny5WrYsKH27t2r1NRUjRw5Up06ddL06dM1fPhwvfPOO%2BxBAwAAFRJ0AeuRRx7R5s2bddNNN%2Bniiy8%2B53Vyc3OVnp5eLqCtXr1au3fv1uuvv66IiAg1a9ZMX3zxhd566y2NHDlSCxcu1NVXX60777xTkpSZmakOHTroyy%2B/VLt27c5rNgAAUDUEXcBavXq1Zs%2BerbZt257XOqcC0V//%2Ble1adPGX9%2B4caOuvPJKRURE%2BGsJCQnasGGD//bTHzs8PFxXXXWVNmzYQMACAAAVEnQBKyIiQnXr1j3vdQYMGPCbdZ/Pp5iYmIBa3bp1tX///grdDgAAcCZBF7B69eql2bNn68knn/T/cWeTioqKFBoaGlALDQ1VSUlJhW6viIKCAvl8voCa1xtRLridq5CQagFf3cKtc8H53LhNuvn15tbZ3DqX5M7Zgi5gHTx4UMuWLdPHH3%2BsSy65pFzYefXVV89r/bCwMB08eDCgVlJSourVq/tv/3WYKikp8Z%2BTqyKys7OVlZUVUEtNTVVaWto5dv3boqLCja4XLNw6F5zLzdskszmPW%2BeS3DVb0AUsSerZs2elrV2/fn3l5uYG1AoLC/17l%2BrXr6/CwsJyt7dq1arCj5GSkqLk5OSAmtcboQMHjp5j14FCQqopKipchw4VqbS0zMiawcCtc8H53LhNuvn15tbZ3DqXVLmz1a5dw%2Bh6FRV0ASszM7NS14%2BNjdWsWbN0/Phx/16rdevWKSEhwX/7unXr/PcvKirSli1bNGLEiAo/RkxMTLnDgT7fYZ08aXajKS0tM75mMHDrXHAuN2%2BTzOY8bp1LctdsQXmws6CgQFlZWUpPT9ePP/6o999/X9u3bzeydmJioho0aKBx48YpJydHs2bN0qZNm3TrrbdKkvr27av169dr1qxZysnJ0bhx49S4cWM%2BQQgAACos6ALWrl279Je//EWLFy/WBx98oGPHjmn58uXq27evNm7ceN7rh4SE6IUXXpDP51OfPn30zjvvaPr06WrYsKEkqXHjxnr%2B%2Bef11ltv6dZbb9XBgwc1ffp0TjIKAAAqzGP9%2BkycNrvvvvtUp04dZWRkKD4%2BXu%2B8844aNGigMWPGqKCgQPPmzbO7xXPi8x02tpbXW021a9fQgQNHXbMrVQq%2BuXpM%2BczuFhAkPhzVKSi2SZOC7fVmkltnc%2BtcUuXOFh197ictPx9Btwdr/fr1uuOOOwL2GHm9Xg0fPlxbtmyxsTMAAICKCbqAVVZWprKy8un16NGjlXJeLAAAANOCLmB17NhRL774YkDIOnjwoCZOnKj27dvb2BkAAEDFBF3AGjt2rDZv3qyOHTuquLhY9913n5KSkrRnzx6NGTPG7vYAAADOKOjOg1W/fn0tWbJEy5Yt07fffquysjL1799fvXr1UmRkpN3tAQAAnFHQBSxJCg8PV79%2B/exuAwAA4JwEXcAaPHjwf739fP8WIQAAQGULuoDVqFGjgOsnT57Url279N133%2Bn222%2B3qSsAAICKC7qA9Xt/i3D69Onav3//Be4GAADg7AXdpwh/T69evfTee%2B/Z3QYAAMAZOSZgffXVV5xoFAAAOELQHSL8rTe5HzlyRNu2bdOAAQNs6AgAAODsBF3AatiwYcDfIZSkiy66SAMHDtTNN99sU1cAAAAVF3QB65lnnrG7BQAAgPMSdAFr7dq1Fb7vtddeW4mdAAAAnJugC1iDBg3yHyK0LMtf/3XN4/Ho22%2B/vfANAgAAnEHQBayZM2cqIyNDDz74oBITExUaGqqvv/5aTz75pHr37q0bb7zR7hYBAAD%2Bq6A7TUNmZqYeffRRdevWTbVr11aNGjXUvn17Pfnkk1qwYIEaNWrkvwAAAASjoAtYBQUFvxmeIiMjdeDAARs6AgAAODtBF7DatGmjZ599VkeOHPHXDh48qIkTJ%2Bq6666zsTMAAICKCbr3YD388MMaPHiwrr/%2BejVp0kSWZWnnzp2Kjo7Wq6%2B%2Band7AAAAZxR0AatZs2Zavny5li1bpry8PEnSbbfdpptuuknh4eE2dwcAAHBmQRewJKlmzZrq16%2Bf9uzZo0suuUTSL2dzBwAAcIKgew%2BWZVmaNGmSrr32WvXs2VP79%2B/XmDFjNH78eJ04ccLu9gAAAM4o6ALWvHnz9Pbbb%2Buxxx5TaGioJKlLly5asWKFsrKybO4OAADgzIIuYGVnZ%2BvRRx9Vnz59/Gdvv/HGG5WRkaGlS5fa3B0AAMCZBV3A2rNnj1q1alWu3rJlS/l8Phs6AgAAODtBF7AaNWqkr7/%2Bulz9008/9b/hHQAAIJgF3acI77rrLj3xxBPy%2BXyyLEtffPGFsrOzNW/ePI0dO9bu9gAAAM4o6AJW3759dfLkSc2YMUPHjx/Xo48%2Bqjp16uj%2B%2B%2B9X//797W4PAADgjIIuYC1btkzdu3dXSkqKfvrpJ1mWpbp169rdFgAAQIUF3XuwnnzySf%2Bb2evUqVMp4WrRokVq0aJFuUvLli0lSffdd1%2B52z766CPjfQAAAHcKuj1YTZo00XfffafLL7%2B80h7jxhtvVKdOnfzXT548qdtvv12dO3eWJOXl5ZX749I1a9astH4AAIC7BF3AatmypUaNGqXZs2erSZMmCgsLC7g9MzPzvB%2BjevXqql69uv/6iy%2B%2BKMuyNGrUKJWUlGjPnj1q3bq1oqOjz/uxAABA1RN0AWvHjh1KSEiQpAty3quDBw/qpZdeUkZGhkJDQ7V161Z5PB5OCQEAAM5ZUASsCRMmaMSIEYqIiNC8efMu6GMvWLBAMTEx6t69uyRp%2B/btioyM1OjRo/Xll1/qD3/4g0aOHKkbbrjhgvYFAACcKygC1ty5c3XXXXcpIiLCXxs2bJgyMjIUExNTaY9rWZYWLlyooUOH%2Bmvbt2/X8ePH1bFjRw0bNkwffvih7rvvPmVnZ6t169YVWregoKDc3jevN8LYLCEh1QK%2BuoVb54LzuXGbdPPrza2zuXUuyZ2zBUXAsiyrXG3t2rUqLi6u1Mf9%2BuuvlZ%2Bfr5tuuslfGz58uAYNGuR/U3vLli31zTff6I033qhwwMrOzi73h6lTU1OVlpZmrnlJUVHhRtcLFm6dC87l5m2S2ZzHrXNJ7potKAKWXVauXKm2bdsGfEKwWrVq5T4x2LRpU%2BXm5lZ43ZSUFCUnJwfUvN4IHThw9Pwa/reQkGqKigrXoUNFKi0tM7JmMHDrXHA%2BN26Tbn69uXU2t84lVe5stWvXMLpeRVXpgLVp0ybFx8cH1MaOHSuPxxPwacWtW7eqefPmFV43Jiam3OFAn%2B%2BwTp40u9GUlpYZXzMYuHUuOJebt0lmcx63ziW5a7agOdjp8Xgu%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%2BvDDD9WiRYuAS1pamiRpy5Yt6tevn2JjY9W3b19t3rzZ5m4BAICTVNmAlZubq6SkJK1atcp/ycjI0LFjxzRs2DC1bdtWixYtUlxcnO655x4dO3bM7pYBAIBDVNmAlZeXp%2BbNmys6Otp/iYqK0vLlyxUWFqbRo0erWbNmGj9%2BvGrUqKH333/f7pYBAIBDVOmA1aRJk3L1jRs3KiEhQR6PR5Lk8XgUHx%2BvDRs2XOAOAQCAU1XJgGVZlnbs2KFVq1apW7du6tKliyZNmqSSkhL5fD7FxMQE3L9u3brav3%2B/Td0CAACnqZKfIty7d6%2BKiooUGhqqKVOmaM%2BePcrIyNDx48f99dOFhoaqpKSkwusXFBTI5/MF1LzeiHLB7VyFhFQL%2BOoUXu9/79epcwHB5kyvNcndrze3zubWuSR3zlYlA1ajRo20Zs0a1axZUx6PR61atVJZWZkefPBBJSYmlgtTJSUlql69eoXXz87OVlZWVkAtNTXV/ylFU6Kiwo2uV9lq165Rofs5bS4g2FT0tSa5%2B/Xm1tncOpfkrtmqZMCSpFq1agVcb9asmYqLixUdHa3CwsKA2woLC89q71NKSoqSk5MDal5vhA4cOHruDZ8mJKSaoqLCdehQkZH1LpQzzX/6XKWlZReoK8B9KvKzxs2vN7fO5ta5pMqd7Wx%2B4TCpSgaslStXatSoUfr4448VHv5LWv72229Vq1YtJSQk6KWXXpJlWfJ4PLIsS%2BvXr9e9995b4fVjYmLKBTKf77BOnjS70TjtBVbR%2BUtLy4z/vwKqkrN5/bj59ebW2dw6l%2BSu2dxzsPMsxMXFKSwsTA8//LC2b9%2BuTz75RBMmTNDQoUPVvXt3HTp0SE8//bRyc3P19NNPq6ioSD169LC7bQAA4BBVMmBFRkZqzpw5%2Bumnn9S3b1%2BNHz9eKSkpGjp0qCIjI/Xiiy9q3bp16tOnjzZu3KhZs2YpIiLC7rYBAIBDVMlDhJJ0xRVXaO7cub952zXXXKPFixdf4I4AAIBbVMk9WAAAAJWpyu7BwoXXY8pndrcAAMAFwR4sAAAAw9iDBQAu46S9xe/d38HuFoBKwR4sAAAAwwhYAAAAhhGwAAAADCNgAQAAGEbAAgAAMIyABQAAYBgBCwAAwDACFgAAgGEELAAAAMMIWAAAAIYRsAAAAAwjYAEAABhGwAIAADCMgAUAAGAYAQsAAMAwAhYAAIBhBCwAAADDCFgAAACGEbAAAAAMI2ABAAAYRsACAAAwjIAFAABgGAELAADAMAIWAACAYQQsAAAAwwhYAAAAhhGwAAAADKuSASs/P19paWlKTExUp06dlJmZqeLiYklSRkaGWrRoEXCZP3%2B%2BzR0DAAAn8drdwIVmWZbS0tIUFRWlf/zjH/r555/10EMPqVq1ahozZozy8vKUnp6u3r17%2B78nMjLSxo4BAIDTVLk9WNu3b9eGDRuUmZmpK664Qm3btlVaWprjjv60AAAO2klEQVSWLVsmScrLy9OVV16p6Oho/yU8PNzmrgEAgJNUuYAVHR2t2bNnq169egH1I0eO6MiRI8rPz1eTJk3saQ4AALhClQtYUVFR6tSpk/96WVmZ5s%2Bfr/bt2ysvL08ej0czZ87U9ddfr5tvvlmLFy%2B2sVsAAOBEVe49WL82ceJEbdmyRW%2B%2B%2Baa%2B%2BeYbeTweNW3aVAMHDtTatWv1yCOPKDIyUl27dq3wmgUFBfL5fAE1rzdCMTExRnoOCakW8BUAnMrrNf9zzK0/I906l%2BTO2ap0wJo4caJeeeUVPffcc2revLmuuOIKJSUlqVatWpKkli1baufOnVqwYMFZBazs7GxlZWUF1FJTU5WWlma0/6go3hsGwNlq165RaWu79WekW%2BeS3DVblQ1YTz31lBYsWKCJEyeqW7dukiSPx%2BMPV6c0bdpUq1evPqu1U1JSlJycHFDzeiN04MDR82v630JCqikqKlyHDhUZWQ8A7GLq5%2BLpTv8ZWVpaZnx9u7h1LqlyZ6vMEP/fVMmAlZWVpddff13PPvusunfv7q9PnTpVX331lV5%2B%2BWV/bevWrWratOlZrR8TE1PucKDPd1gnT5rdaNz2AgNQ9XSdtNLuFs7Ke/d3sLsFlZaWGf/3JFi4aTb3HOysoLy8PL3wwgu6%2B%2B67lZCQIJ/P578kJSVp7dq1mjNnjr7//nu99tprWrJkie6880672wYAAA5S5fZg/fOf/1RpaalmzJihGTNmBNy2bds2TZ06VdOmTdPUqVPVqFEjTZ48WXFxcTZ1CwAAnMhjWZZldxNVgc932NhaXm811a5dQwcOHHXc7nUAcDI7DxGe/rPfLYfRTqnM2aKjLza6XkVVuUOEAAAAlY2ABQAAYBgBCwAAwDACFgAAgGEELAAAAMMIWAAAAIYRsAAAAAwjYAEAABhGwAIAADCMgAUAAGAYAQsAAMAwAhYAAIBhBCwAAADDCFgAAACGEbAAAAAMI2ABAAAYRsACAAAwjIAFAABgGAELAADAMAIWAACAYQQsAAAAwwhYAAAAhnntbgAAAKfoMeUzu1s4K%2B/d38HuFqos9mABAAAYRsACAAAwjIAFAABgGAELAADAMAIWAACAYQQsAAAAwwhYAAAAhhGwAAAADCNgAQAAGEbAAgAAMIyABQAAYBh/ixAAAJdy0t9O/NfT3e1uwSj2YAEAABjGHqxKUFBQIJ/PF1DzeiMUExNjZP2QkGoBXwEAcAM3/bvmsSzLsrsJt3n%2B%2BeeVlZUVUBsxYoRGjhxpZP2CggJlZ2crJSXFWGgLBm6dS2I2p2I2Z3LrbG6dS3LnbO6JikEkJSVFixYtCrikpKQYW9/n8ykrK6vcXjKnc%2BtcErM5FbM5k1tnc%2Btckjtn4xBhJYiJiXFNAgcAAGePPVgAAACGEbAAAAAMC3n88ccft7sJnL0aNWooMTFRNWrUsLsVo9w6l8RsTsVszuTW2dw6l%2BS%2B2fgUIQAAgGEcIgQAADCMgAUAAGAYAQsAAMAwAhYAAIBhBCwAAADDCFgA8F8MGzZMY8eOtbsNAA5DwAKA3/Huu%2B/qk08%2BsbsNAA5EwAKA33Dw4EFNmDBBrVu3trsVAA5EwHKQ4uJiPfTQQ2rbtq06duyov//973a3dF4sy9KkSZPUvn17JSYmasKECSorK7O7rfOWn5%2BvtLQ0JSYmqlOnTsrMzFRxcbEkaffu3RoyZIjatGmjG2%2B8UatWrbK52/Oza9cu3XXXXYqLi1Pnzp01e/Zs/21On/V///d/1atXL11%2B%2BeV2t3LePvzwQ7Vo0SLgkpaWJknasmWL%2BvXrp9jYWPXt21ebN2%2B2uduKKykp0RNPPKFrr71Wf/zjH/Xss8/q1LmznTzXokWLyj1fLVq0UMuWLSU5ezZJ2rdvn%2B655x7Fx8crOTlZL7/8sv82p892OgKWg0yYMEGbN2/WK6%2B8oscee0xZWVl6//337W7rnM2dO1fLli1TVlaWpk2bpqVLl2ru3Ll2t3VeLMtSWlqaioqK9I9//EPPPfecPvroI02ZMkWWZSk1NVX16tXTW2%2B9pV69emnEiBHau3ev3W2fk7KyMg0bNky1a9fW4sWL9cQTT2jGjBlaunSp42f94osv9K9//UvDhw%2B3uxUjcnNzlZSUpFWrVvkvGRkZOnbsmIYNG6a2bdtq0aJFiouL0z333KNjx47Z3XKFZGRk6PPPP9ecOXM0efJkvfHGG8rOznb8XKd%2BITl1%2Bfjjj3XppZdq8ODBjp9Nku6//35FRERo0aJFeuihhzRlyhR9%2BOGHrpgtgAVHOHr0qNW6dWtr9erV/tr06dOtgQMH2tjV%2Bbnhhhust956y399yZIlVlJSko0dnb/c3FyrefPmls/n89eWLl1qdezY0fr888%2BtNm3aWEePHvXfdvvtt1vTpk2zo9Xzlp%2Bfb/2///f/rMOHD/trqamp1mOPPeboWY8fP2517drV%2BvTTTy3LsqwxY8ZYY8aMsbmr85Oenm5Nnjy5XH3hwoVWcnKyVVZWZlmWZZWVlVldu3YNeF0GqwMHDlhXXnmltWbNGn/txRdftMaOHevouX7LzJkzrS5duljFxcWOn%2B3gwYNW8%2BbNrW3btvlrI0aMsJ544gnHz/Zr7MFyiK1bt%2BrkyZOKi4vz1xISErRx40ZHHlbLz8/Xvn37dO211/prCQkJ%2BuGHH1RQUGBjZ%2BcnOjpas2fPVr169QLqR44c0caNG3XllVcqIiLCX09ISNCGDRsudJtGxMTEaMqUKYqMjJRlWVq3bp3Wrl2rxMRER8%2BalZWlq6%2B%2BWp06dbK7FWPy8vLUpEmTcvWNGzcqISFBHo9HkuTxeBQfH%2B%2BI52ndunWKjIxUYmKivzZs2DBlZmY6eq5fO3jwoF566SWlp6crNDTU8bNVr15d4eHhWrRokU6cOKHt27dr/fr1atWqleNn%2BzUClkP4fD7Vrl1boaGh/lq9evVUXFysgwcP2tjZufH5fJJ%2B%2BUf6lFOhZP/%2B/bb0ZEJUVFTAP8xlZWWaP3%2B%2B2rdvL5/PFzCvJNWtW9fR856SnJysAQMGKC4uTt26dXP0rO%2B%2B%2B65WrFihuLg4xcXFaenSpVq6dGnALzdOYlmWduzYoVWrVqlbt27q0qWLJk2apJKSEkc/T7t371ajRo20ZMkSde/eXX/60580ffp0lZWVOXquX1uwYIFiYmLUvXt3SXL8bGFhYXr00UeVnZ2t2NhY9ejRQ9dff7369evn%2BNl%2BzWt3A6iYoqKigHAlyX%2B9pKTEjpbOy/HjxyUpYCYnz/N7Jk6cqC1btujNN9/Uyy%2B//JvPoRvmnTZtmgoLC/X4448rMzPzd7dXJ8w6b948nTx50n990qRJkqRRo0bZ1dJ52bt3r//5mDJlivbs2aOMjAwdP37c0c/TsWPHtGvXLr3%2B%2BuvKzMyUz%2BfTo48%2BqvDwcEfPdTrLsrRw4UINHTrUX3PDbHl5eUpKStIdd9yhnJwcPfXUU7ruuutcMdvpCFgOERYWVm4jO3W9evXqdrR0Xk4PU2FhYf7/lqTw8HDb%2BjJp4sSJeuWVV/Tcc8%2BpefPmCgsLK7e3saSkxJHP36%2BdOpVBcXGxRo0apb59%2B6qoqCjgPk6ZtVGjRgHXa9SoIUm69NJL7WjnvDVq1Ehr1qxRzZo15fF41KpVK5WVlenBBx9UYmLib/5cccLz5PV6deTIEU2ePNn/nO3du1cLFizQpZde6ti5Tvf1118rPz9fN910k7/2e/8WOGW2L774Qm%2B%2B%2BaY%2B%2BeQTVa9eXa1bt1Z%2Bfr5mzJihSy65xNGz/RqHCB2ifv36OnDgQMBv1j6fT9WrV1dUVJSNnZ2b%2BvXrS/rPocLT/zs6OtqWnkx66qmnNHfuXE2cOFHdunWT9MvMhYWFAfcrLCwst0vcKQoLC7VixYqA2uWXX64TJ04oOjraVbM6Xa1atfzva5GkZs2aqbi42NHPU3R0tMLCwgIC8WWXXaZ9%2B/a55rW2cuVKtW3bVjVr1vTXnD7b5s2bdemllwaEpiuvvFJ79%2B51/Gy/RsByiFatWsnr9Qa82W/dunVq3bq1qlVz3tNYv359NWzYUOvWrfPX1q1bp4YNGzr2xXRKVlaWXn/9dT377LMBv3nGxsbqm2%2B%2B8R8elX6ZOTY21o42z9uePXs0YsQI5efn%2B2ubN29WnTp1lJCQ4JpZn3nmGT3zzDN2t3HOVq5cqXbt2gXsUfz2229Vq1YtJSQk6KuvvvKfO8qyLK1fv94Rz1NsbKyKi4u1Y8cOf2379u1q1KiRYmNjHTvX6TZt2qT4%2BPiAmtNni4mJ0a5duwL2VG3fvl2NGzd2/Gy/5rx/mauo8PBw3XLLLXr88ce1adMmrVixQn//%2B981ePBgu1s7Z/3799ekSZO0Zs0arVmzRpMnT3b0PNIv7y144YUXdPfddyshIUE%2Bn89/SUxMVIMGDTRu3Djl5ORo1qxZ2rRpk2699Va72z4nrVu31lVXXaWHHnpIubm5%2BuSTTzRx4kTde%2B%2B9rpvVyeLi4hQWFqaHH35Y27dv1yeffKIJEyZo6NCh6t69uw4dOqSnn35aubm5evrpp1VUVKQePXrY3fYZNW3aVJ07d9a4ceO0detWrVy5UrNmzVL//v0dPdfpcnJyyp3o1umzJScn66KLLtLDDz%2BsHTt26P/%2B7/80c%2BZMDRo0yPGzlWPT6SFwDo4dO2aNHj3aatOmjdWxY0dr7ty5drd0Xk6ePGn97W9/s9q2bWu1a9fOmjhxov/8J0714osvWs2bN//Ni2VZ1s6dO63bbrvNuvrqq62bbrrJ%2Buyzz2zu%2BPzs37/fSk1NteLj460OHTpYM2bM8D%2BHbpvVyb777jtryJAhVps2bawOHTpYzz//vP952rhxo3XLLbdYrVu3tm699Vbrm2%2B%2Bsbnbijt06JD14IMPWm3atLGuu%2B4618x1SuvWrf3nYzud02fLycmxhgwZYsXHx1tdunSx5s6d66rn7RSPZf17XxwAAACM4BAhAACAYQQsAAAAwwhYAAAAhhGwAAAADCNgAQAAGEbAAgAAMIyABQAAYBgBCwAAwDACFgAAgGEELAAAAMMIWAAAAIYRsAAAAAwjYAEAABj2/wHsX2JuqXnM4AAAAABJRU5ErkJggg%3D%3D\"/>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\" id=\"common2903155618436304987\">\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">24.0</td>\n",
       "        <td class=\"number\">30</td>\n",
       "        <td class=\"number\">3.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:7%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">22.0</td>\n",
       "        <td class=\"number\">27</td>\n",
       "        <td class=\"number\">3.0%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:6%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">18.0</td>\n",
       "        <td class=\"number\">26</td>\n",
       "        <td class=\"number\">2.9%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:6%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">28.0</td>\n",
       "        <td class=\"number\">25</td>\n",
       "        <td class=\"number\">2.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:6%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">19.0</td>\n",
       "        <td class=\"number\">25</td>\n",
       "        <td class=\"number\">2.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:6%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">30.0</td>\n",
       "        <td class=\"number\">25</td>\n",
       "        <td class=\"number\">2.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:6%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">21.0</td>\n",
       "        <td class=\"number\">24</td>\n",
       "        <td class=\"number\">2.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:6%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">25.0</td>\n",
       "        <td class=\"number\">23</td>\n",
       "        <td class=\"number\">2.6%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:5%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">36.0</td>\n",
       "        <td class=\"number\">22</td>\n",
       "        <td class=\"number\">2.5%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:5%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">29.0</td>\n",
       "        <td class=\"number\">20</td>\n",
       "        <td class=\"number\">2.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:5%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"other\">\n",
       "        <td class=\"fillremaining\">Other values (78)</td>\n",
       "        <td class=\"number\">467</td>\n",
       "        <td class=\"number\">52.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"missing\">\n",
       "        <td class=\"fillremaining\">(Missing)</td>\n",
       "        <td class=\"number\">177</td>\n",
       "        <td class=\"number\">19.9%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:38%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\"  id=\"extreme2903155618436304987\">\n",
       "            <p class=\"h4\">Minimum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">0.42</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">0.67</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">0.75</td>\n",
       "        <td class=\"number\">2</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">0.83</td>\n",
       "        <td class=\"number\">2</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">0.92</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "            <p class=\"h4\">Maximum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">70.0</td>\n",
       "        <td class=\"number\">2</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">70.5</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">71.0</td>\n",
       "        <td class=\"number\">2</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">74.0</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">80.0</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_Cabin\">Cabin<br/>\n",
       "            <small>Categorical</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-3\">\n",
       "    <table class=\"stats \">\n",
       "        <tr class=\"alert\">\n",
       "            <th>Distinct count</th>\n",
       "            <td>148</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <th>Unique (%)</th>\n",
       "            <td>16.6%</td>\n",
       "        </tr>\n",
       "        <tr class=\"alert\">\n",
       "            <th>Missing (%)</th>\n",
       "            <td>77.1%</td>\n",
       "        </tr>\n",
       "        <tr class=\"alert\">\n",
       "            <th>Missing (n)</th>\n",
       "            <td>687</td>\n",
       "        </tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-6 collapse in\" id=\"minifreqtable-8165188845887994146\">\n",
       "    <table class=\"mini freq\">\n",
       "        <tr class=\"\">\n",
       "    <th>G6</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:1%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 0.4%\">\n",
       "            &nbsp;\n",
       "        </div>\n",
       "        4\n",
       "    </td>\n",
       "</tr><tr class=\"\">\n",
       "    <th>C23 C25 C27</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:1%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 0.4%\">\n",
       "            &nbsp;\n",
       "        </div>\n",
       "        4\n",
       "    </td>\n",
       "</tr><tr class=\"\">\n",
       "    <th>B96 B98</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:1%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 0.4%\">\n",
       "            &nbsp;\n",
       "        </div>\n",
       "        4\n",
       "    </td>\n",
       "</tr><tr class=\"other\">\n",
       "    <th>Other values (144)</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:28%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 21.5%\">\n",
       "            192\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr><tr class=\"missing\">\n",
       "    <th>(Missing)</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:100%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 77.1%\">\n",
       "            687\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#freqtable-8165188845887994146, #minifreqtable-8165188845887994146\"\n",
       "       aria-expanded=\"true\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"col-md-12 extrapadding collapse\" id=\"freqtable-8165188845887994146\">\n",
       "    \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">G6</td>\n",
       "        <td class=\"number\">4</td>\n",
       "        <td class=\"number\">0.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">C23 C25 C27</td>\n",
       "        <td class=\"number\">4</td>\n",
       "        <td class=\"number\">0.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">B96 B98</td>\n",
       "        <td class=\"number\">4</td>\n",
       "        <td class=\"number\">0.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">D</td>\n",
       "        <td class=\"number\">3</td>\n",
       "        <td class=\"number\">0.3%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">F2</td>\n",
       "        <td class=\"number\">3</td>\n",
       "        <td class=\"number\">0.3%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">F33</td>\n",
       "        <td class=\"number\">3</td>\n",
       "        <td class=\"number\">0.3%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">C22 C26</td>\n",
       "        <td class=\"number\">3</td>\n",
       "        <td class=\"number\">0.3%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">E101</td>\n",
       "        <td class=\"number\">3</td>\n",
       "        <td class=\"number\">0.3%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">E121</td>\n",
       "        <td class=\"number\">2</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">E8</td>\n",
       "        <td class=\"number\">2</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"other\">\n",
       "        <td class=\"fillremaining\">Other values (137)</td>\n",
       "        <td class=\"number\">173</td>\n",
       "        <td class=\"number\">19.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:25%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"missing\">\n",
       "        <td class=\"fillremaining\">(Missing)</td>\n",
       "        <td class=\"number\">687</td>\n",
       "        <td class=\"number\">77.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_Embarked\">Embarked<br/>\n",
       "            <small>Categorical</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-3\">\n",
       "    <table class=\"stats \">\n",
       "        <tr class=\"\">\n",
       "            <th>Distinct count</th>\n",
       "            <td>4</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <th>Unique (%)</th>\n",
       "            <td>0.4%</td>\n",
       "        </tr>\n",
       "        <tr class=\"ignore\">\n",
       "            <th>Missing (%)</th>\n",
       "            <td>0.2%</td>\n",
       "        </tr>\n",
       "        <tr class=\"ignore\">\n",
       "            <th>Missing (n)</th>\n",
       "            <td>2</td>\n",
       "        </tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-6 collapse in\" id=\"minifreqtable-8360762114007677326\">\n",
       "    <table class=\"mini freq\">\n",
       "        <tr class=\"\">\n",
       "    <th>S</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:100%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 72.3%\">\n",
       "            644\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr><tr class=\"\">\n",
       "    <th>C</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:26%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 18.9%\">\n",
       "            168\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr><tr class=\"\">\n",
       "    <th>Q</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:12%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 8.6%\">\n",
       "            &nbsp;\n",
       "        </div>\n",
       "        77\n",
       "    </td>\n",
       "</tr><tr class=\"missing\">\n",
       "    <th>(Missing)</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:1%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 0.2%\">\n",
       "            &nbsp;\n",
       "        </div>\n",
       "        2\n",
       "    </td>\n",
       "</tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#freqtable-8360762114007677326, #minifreqtable-8360762114007677326\"\n",
       "       aria-expanded=\"true\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"col-md-12 extrapadding collapse\" id=\"freqtable-8360762114007677326\">\n",
       "    \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">S</td>\n",
       "        <td class=\"number\">644</td>\n",
       "        <td class=\"number\">72.3%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">C</td>\n",
       "        <td class=\"number\">168</td>\n",
       "        <td class=\"number\">18.9%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:26%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">Q</td>\n",
       "        <td class=\"number\">77</td>\n",
       "        <td class=\"number\">8.6%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:12%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"missing\">\n",
       "        <td class=\"fillremaining\">(Missing)</td>\n",
       "        <td class=\"number\">2</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_Fare\">Fare<br/>\n",
       "            <small>Numeric</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-6\">\n",
       "    <div class=\"row\">\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "                <tr>\n",
       "                    <th>Distinct count</th>\n",
       "                    <td>248</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Unique (%)</th>\n",
       "                    <td>27.8%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Missing (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Missing (n)</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (n)</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "\n",
       "        </div>\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "\n",
       "                <tr>\n",
       "                    <th>Mean</th>\n",
       "                    <td>32.204</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Minimum</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Maximum</th>\n",
       "                    <td>512.33</td>\n",
       "                </tr>\n",
       "                <tr class=\"alert\">\n",
       "                    <th>Zeros (%)</th>\n",
       "                    <td>1.7%</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "<div class=\"col-md-3 collapse in\" id=\"minihistogram3916821356688985050\">\n",
       "    <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAMgAAABLCAYAAAA1fMjoAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAARNJREFUeJzt3bEJAkEQQFEVS7IIezK2J4uwpzUX%2BejCeYe%2Bly9M8hkm2v0YY%2ByAlw5rDwBbdlx7gGeny%2B3jN/freYFJwAaBJBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoGwuX/SZ/hbnaXYIBAEAkEgEAQC4SeO9BkOe97xt4F8w0yEM4S7nP0YY6w9BGyVGwSCQCAIBIJAIAgEgkAgCASCQCAIBIJAIAgEgkAgCASCQCAIBIJAIAgEgkAgCASCQCAIBIJAIAgEgkAgCATCA5JpFJU50JYtAAAAAElFTkSuQmCC\">\n",
       "\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#descriptives3916821356688985050,#minihistogram3916821356688985050\"\n",
       "       aria-expanded=\"false\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"row collapse col-md-12\" id=\"descriptives3916821356688985050\">\n",
       "    <ul class=\"nav nav-tabs\" role=\"tablist\">\n",
       "        <li role=\"presentation\" class=\"active\"><a href=\"#quantiles3916821356688985050\"\n",
       "                                                  aria-controls=\"quantiles3916821356688985050\" role=\"tab\"\n",
       "                                                  data-toggle=\"tab\">Statistics</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#histogram3916821356688985050\" aria-controls=\"histogram3916821356688985050\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Histogram</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#common3916821356688985050\" aria-controls=\"common3916821356688985050\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Common Values</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#extreme3916821356688985050\" aria-controls=\"extreme3916821356688985050\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Extreme Values</a></li>\n",
       "\n",
       "    </ul>\n",
       "\n",
       "    <div class=\"tab-content\">\n",
       "        <div role=\"tabpanel\" class=\"tab-pane active row\" id=\"quantiles3916821356688985050\">\n",
       "            <div class=\"col-md-4 col-md-offset-1\">\n",
       "                <p class=\"h4\">Quantile statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Minimum</th>\n",
       "                        <td>0</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>5-th percentile</th>\n",
       "                        <td>7.225</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q1</th>\n",
       "                        <td>7.9104</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Median</th>\n",
       "                        <td>14.454</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q3</th>\n",
       "                        <td>31</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>95-th percentile</th>\n",
       "                        <td>112.08</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Maximum</th>\n",
       "                        <td>512.33</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Range</th>\n",
       "                        <td>512.33</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Interquartile range</th>\n",
       "                        <td>23.09</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "            <div class=\"col-md-4 col-md-offset-2\">\n",
       "                <p class=\"h4\">Descriptive statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Standard deviation</th>\n",
       "                        <td>49.693</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Coef of variation</th>\n",
       "                        <td>1.5431</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Kurtosis</th>\n",
       "                        <td>33.398</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Mean</th>\n",
       "                        <td>32.204</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>MAD</th>\n",
       "                        <td>28.164</td>\n",
       "                    </tr>\n",
       "                    <tr class=\"\">\n",
       "                        <th>Skewness</th>\n",
       "                        <td>4.7873</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Sum</th>\n",
       "                        <td>28694</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Variance</th>\n",
       "                        <td>2469.4</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Memory size</th>\n",
       "                        <td>7.0 KiB</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-8 col-md-offset-2\" id=\"histogram3916821356688985050\">\n",
       "            <img 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r00Ud19OhR7dy5U8uWLdN9992n0aNHq6qqSkuXLtWRI0e0dOlS1dTUaMyYMZKkyZMna8uWLdqwYYMOHz6sOXPmaPjw4erZs6fNRwUAAHyFXwas8PBw/eEPf9CpU6c0ceJEZWVlKTU1Vffdd5/Cw8P1/PPPu1epCgoKlJubq7CwMEnnwtnixYu1evVqTZ48WZ06dVJ2drbNRwQAAHxJgGVZlt1FtAcu12njz%2BlwdNAtK3YZf9628s5DQ%2BwuoUUORwdFRnZURcWZdrec3VboqXn0tG3QV/O8oafR0VfZsl%2B/XMECAACwEwELAADAMAIWAACAYQQsAAAAwwhYAAAAhhGwAAAADCNgAQAAGEbAAgAAMIyABQAAYJjXBazbb79d69ev1%2BnT5u98DgAAcCV4XcAaPHiwnnvuOQ0dOlS//e1vtXv3bvHXfAAAgC/xuoD18MMP669//avWrFmjwMBAzZw5U8OHD9dTTz2lr7/%2B2u7yAAAAWuSwu4ALCQgI0JAhQzRkyBDV1NRo3bp1WrNmjXJzczVo0CBNnTpVt956q91lAgAAXJBXBixJKisr09atW7V161Z9%2BeWXGjRokH71q1/pxIkTevTRR/XJJ58oKyvL7jIBAACa8bqAtWXLFm3ZskUfffSRoqKiNGHCBD399NPq3bu3e5uuXbtq6dKlBCwAAOCVvC5gZWVlacSIEVq9erVuuukmdejQ/DKxn/3sZ7rrrrtsqA4AAKBlXhewPvjgA0VGRqqystIdrgoLC9W/f38FBgZKkgYNGqRBgwbZWSYAAMBFed2nCL/77juNHj1aL7zwgnts%2BvTpGj9%2BvEpLS22sDAAAoHW8LmA9/vjj6tWrl37zm9%2B4x95%2B%2B2117dpV2dnZNlYGAADQOl4XsD799FM98sgjio6Odo9FRUVpzpw5%2BvDDD22sDAAAoHW8LmA5HA5VVVU1G6%2BpqeGO7gAAwCd4XcC66aabtGTJEn3zzTfuseLiYmVnZ2vYsGE2VgYAANA6Xvcpwrlz5%2Bo3v/mNRo0apYiICElSVVWV%2Bvfvr8zMTJurAwAAaJnXBazOnTvrzTff1J49e1RUVCSHw6G%2BffvqF7/4hQICAuwuDwAAoEVeF7AkKTAwUMOGDeOUIAAA8EleF7BcLpdWrVqlffv26ezZs80ubP/LX/5iU2UAAACt43UB63e/%2B50OHjyo2267TVdddZXd5QAAAPxoXhewPvzwQ61du1aJiYl2lwIAAHBJvO42DWFhYercubPdZQAAAFwyrwtY48eP19q1a9XY2Gh3KQAAAJfE604RVlZWavv27Xr//ffVs2dPBQUFecy/8sorRvc3ffp0RUVF6fe//70k6dChQ1qwYIG%2B/PJL9e3bV4sWLdKAAQPc22/fvl2rVq2Sy%2BXS0KFD9dhjjykqKspoTQAAwLd53QqWJI0bN0433XSTfvrTn6p79%2B4eXya99dZb2rlzp/v76upqTZ8%2BXYmJidq0aZPi4%2BN1//33q7q6WpJUWFiorKwspaenKy8vT1VVVdz8FAAANON1K1jZ2dlXZD%2BVlZVatmyZBg4c6B57%2B%2B23FRwcrDlz5iggIEBZWVn64IMPtGPHDqWkpOjVV1/VmDFjNGHCBEnSsmXLNGLECBUXF6tnz55XpG4AAOD9vHIFq6ysTDk5OXr44Yf13//939qxY4eOHj1qdB9PPPGExo8fr759%2B7rHCgoKlJCQ4L5jfEBAgAYNGqQDBw6457//6cauXbuqW7duKigoMFobAADwbV63gnXs2DH9%2Bte/Vnh4uE6ePKmHHnpIb7/9tjIzM/XHP/5RTqfzsvexd%2B9effrpp9q2bZsWLlzoHne5XB6BSzr3p3uKiooknQt%2BMTExzeZPnDjhMVZWViaXy%2BUx5nCENXvs5QoM9Mp8fFEOh/fXe76nvtZbb0ZPzaOnbYO%2Bmteee%2Bp1Aev3v/%2B9Ro4cqSVLlmjQoEGSpCeffFJz587VihUrtG7dust6/rq6Oi1YsEDz589XSEiIx1xNTU2zi%2BqDgoJUX18vSaqtrf3B%2BfPy8vKUk5PjMZaWlqaMjIzLqt3XRUZ2tLuEVouICLW7BL9DT82jp22DvprXHnvqdQFr3759eu211zz%2BsLPD4dCMGTP061//%2BrKfPycnRwMGDLjg3zkMDg5uFpbq6%2BvdQexi86Ghni%2Bc1NRUJScne4w5HGGqqDhz2fV/n6%2B9IzB9/G0hMLCDIiJCVVVVo8bGJrvL8Qv01Dx62jboq3ne0FO73tx7XcBqampSU1PzH8KZM2cUGBh42c//1ltvqby8XPHx8ZLkDkzvvvuuxo0bp/Lyco/ty8vL3af2YmNjLzgfHR3tMRYTE9PsdKDLdVoNDe37F9aXjr%2Bxscmn6vUF9NQ8eto26Kt57bGnXrcEMnToUD3//PMeIauyslLLly/X4MGDL/v5161bp23btmnz5s3avHmzkpOTlZycrM2bN8vpdGr//v3uPzBtWZb27dvnvu7L6XQqPz/f/VylpaUqLS01cl0YAADwH163gvXII49oypQpGjp0qOrq6vTggw/q22%2B/1dVXX%2B2%2BGejl%2BMd7aXXseG7psFevXurcubNWrlyppUuX6t/%2B7d%2B0fv161dTUaMyYMZKkyZMn6%2B6771ZcXJwGDhyopUuXavjw4dyiAQAAePC6gBUbG6vNmzdr%2B/bt%2BuKLL9TU1KTJkydr/PjxCg8Pb9N9h4eH6/nnn9eCBQv0pz/9Sddee61yc3MVFhYmSYqPj9fixYv19NNP63/%2B5380ZMgQPfbYY21aEwAA8D0B1vnzYWhTLtdp48/pcHTQLSt2GX/etvLOQ0PsLqFFDkcHRUZ2VEXFmXZ3vUBboafm0dO2QV/N84aeRkdfZct%2BvW4Fa8qUKT84b/pvEQIAAJjmdQHrH6%2BRamho0LFjx/Tll19q6tSpNlUFAADQel4XsC72twhXr17d7I7pAAAA3sjrbtNwMePHj9c777xjdxkAAAAt8pmAtX//fiM3GgUAAGhrXneK8EIXuX/33Xf6r//6L91xxx02VAQAAPDjeF3A6tatm8ffIZSkf/qnf9Jdd92lX/7ylzZVBQAA0HpeF7BM3K0dAADATl4XsD755JNWb3vDDTe0YSUAAACXxusC1t133%2B0%2BRfj9m8z/41hAQIC%2B%2BOKLK18gAABAC7wuYD333HNasmSJZs%2BeraSkJAUFBemzzz7T4sWL9atf/Upjx461u0QAAIAf5HW3acjOztb8%2BfM1atQoRUZGqmPHjho8eLAWL16s119/Xd27d3d/AQAAeCOvC1hlZWUXDE/h4eGqqKiwoSIAAIAfx%2BsCVlxcnJ588kl999137rHKykotX75cv/jFL2ysDAAAoHW87hqsRx99VFOmTNFNN92k3r17y7Is/f3vf1d0dLReeeUVu8sDAABokdcFrD59%2Bujtt9/W9u3b9dVXX0mS7rzzTt12220KDQ21uToAAICWeV3AkqROnTrp9ttv1/Hjx9WzZ09J5%2B7mDgAA4Au87hosy7K0YsUK3XDDDRo3bpxOnDihuXPnKisrS2fPnrW7PAAAgBZ5XcBat26dtmzZogULFigoKEiSNHLkSL333nvKycmxuToAAICWeV3AysvL0/z585WSkuK%2Be/vYsWO1ZMkSbdu2zebqAAAAWuZ1Aev48ePq169fs/HrrrtOLpfLhooAAAB%2BHK8LWN27d9dnn33WbPyDDz5wX/AOAADgzbzuU4T33nuvFi1aJJfLJcuytHfvXuXl5WndunV65JFH7C4PAACgRV4XsCZOnKiGhgY9%2B%2Byzqq2t1fz58xUVFaWHHnpIkydPtrs8AACAFnldwNq%2BfbtGjx6t1NRUnTp1SpZlqXPnznaXBQAA0Gpedw3W4sWL3RezR0VFEa4AAIDP8bqA1bt3b3355Zd2lwEAAHDJvO4U4XXXXadZs2Zp7dq16t27t4KDgz3ms7OzbaoMAACgdbwuYH399ddKSEiQJO57BQAAfJJXBKxly5YpPT1dYWFhWrdund3lAAAAXBavuAbrpZdeUk1NjcfY9OnTVVZWdsnPeezYMd17772Kj4/X8OHDtXbtWvdccXGxpk2bpri4OI0dO1a7d%2B/2eOyePXs0btw4OZ1OTZkyRcXFxZdcBwAAaH%2B8ImBZltVs7JNPPlFdXd0lPV9TU5OmT5%2BuyMhIvfnmm1q0aJGeffZZbdu2TZZlKS0tTV26dNHGjRs1fvx4paenq6SkRJJUUlKitLQ0paSk6I033lBUVJRmzJhxwRoBAAAuxCtOEZpWXl6ufv36aeHChQoPD1fv3r31i1/8Qvn5%2BerSpYuKi4u1fv16hYWFqU%2BfPtq7d682btyomTNnasOGDRowYIDuueceSecuqh8yZIg%2B/vhj3XjjjTYfGQAA8AVesYJlWkxMjFatWqXw8HBZlqX8/Hx98sknSkpKUkFBga6//nqFhYW5t09ISNCBAwckSQUFBUpMTHTPhYaGqn///u55AACAlnjNClZAQECbPG9ycrJKSko0YsQIjRo1So8//rhiYmI8tuncubNOnDgh6dwnF39ovjXKysqafQLS4Qhr9ryXKzDQt/Kxw%2BH99Z7vqa/11pvRU/Poadugr%2Ba15556TcBasmSJxz2vzp49q%2BXLl6tjx44e2/3Y%2B2A9/fTTKi8v18KFC5Wdna2amhoFBQV5bBMUFKT6%2BnpJanG%2BNfLy8pSTk%2BMxlpaWpoyMjB9Vu7%2BJjOzY8kZeIiIi1O4S/A49NY%2Betg36al577KlXBKwbbrih2YpPfHy8KioqVFFRcVnPPXDgQElSXV2dZs2apYkTJzb7xGJ9fb1CQkIkScHBwc3CVH19vSIiIlq9z9TUVCUnJ3uMORxhqqg4cymHcFG%2B9o7A9PG3hcDADoqICFVVVY0aG5vsLscv0FPz6GnboK/meUNP7Xpz7xUBy/S9r8rLy3XgwAGNHDnSPda3b1%2BdPXtW0dHROnr0aLPtz5%2B%2Bi42NVXl5ebP5fv36tXr/MTExzU4Hulyn1dDQvn9hfen4GxubfKpeX0BPzaOnbYO%2Bmtcee%2BpbSyCtdPz4caWnp%2BvkyZPusYMHDyoqKkoJCQn6/PPPVVtb657Lz8%2BX0%2BmUJDmdTuXn57vnampqdOjQIfc8AABAS/wyYA0cOFD9%2B/fXvHnzdOTIEe3cuVPLly/XAw88oKSkJHXt2lWZmZkqKipSbm6uCgsLNWnSJEnSxIkTtW/fPuXm5qqoqEiZmZnq0aMHt2gAAACt5pcBKzAwUGvWrFFoaKhSU1OVlZWlu%2B%2B%2BW1OmTHHPuVwupaSkaOvWrVq9erW6desmSerRo4eeeeYZbdy4UZMmTVJlZaVWr17dZp9yBAAA/scrrsFqC7Gxsc0%2ByXder1699Oqrr170sTfffLNuvvnmtioNAAD4Ob9cwQIAALATAQsAAMAwAhYAAIBhBCwAAADDCFgAAACGEbAAAAAMI2ABAAAYRsACAAAwjIAFAABgGAELAADAMAIWAACAYQQsAAAAwwhYAAAAhhGwAAAADCNgAQAAGEbAAgAAMIyABQAAYBgBCwAAwDACFgAAgGEELAAAAMMIWAAAAIYRsAAAAAwjYAEAABhGwAIAADCMgAUAAGAYAQsAAMAwAhYAAIBhBCwAAADDCFgAAACG%2BW3AOnnypDIyMpSUlKRhw4YpOztbdXV1kqTi4mJNmzZNcXFxGjt2rHbv3u3x2D179mjcuHFyOp2aMmWKiouL7TgEAADgo/wyYFmWpYyMDNXU1Oi1117TU089pb/%2B9a9atWqVLMtSWlqaunTpoo0bN2r8%2BPFKT09XSUmJJKmkpERpaWlKSUnRG2%2B8oaioKM2YMUOWZdl8VAAAwFc47C6gLRw9elQHDhzQ3/72N3Xp0kWSlJGRoSeeeEI33XSTiouLtX79eoWFhalPnz7au3evNm7cqJkzZ2rDhg0aMGCA7rnnHklSdna2hgwZoo8//lg33nijnYcFAAB8hF%2BuYEVHR2vt2rXucHXed999p4KCAl1//fUKCwtzjyckJOjAgQOSpIKCAiUmJrrnQkND1b9/f/c8AABAS/wyYEVERGjYsGHu75uamvTqq69q8ODBcrlciomJ8di%2Bc%2BfOOnHihCS1OA8AANASvzxF%2BI%2BWL1%2BuQ4cO6Y033tAf//hHBQUFecwHBQWpvr5eklRTU/OD861RVlYml8vlMeZwhDULbpcrMNC38rHD4f31nu%2Bpr/XWm9FT8%2Bhp26Cv5rXnnvp9wFq%2BfLlefvllPfXUU7rmmmsUHBysyspKj23q6%2BsVEhIiSQoODm4Wpurr6xUREdHqfebl5SknJ8djLC0tTRkZGZd4FP4hMrKj3SW0WkREqN2VQjL6AAARaElEQVQl%2BB16ah49bRv01bz22FO/DliPPfaYXn/9dS1fvlyjRo2SJMXGxurIkSMe25WXl7tXl2JjY1VeXt5svl%2B/fq3eb2pqqpKTkz3GHI4wVVScuZTDuChfe0dg%2BvjbQmBgB0VEhKqqqkaNjU12l%2BMX6Kl59LRt0FfzvKGndr2599uAlZOTo/Xr1%2BvJJ5/U6NGj3eNOp1O5ubmqra11r1rl5%2BcrISHBPZ%2Bfn%2B/evqamRocOHVJ6enqr9x0TE9PsdKDLdVoNDe37F9aXjr%2Bxscmn6vUF9NQ8eto26Kt57bGnvrUE0kpfffWV1qxZo3//939XQkKCXC6X%2ByspKUldu3ZVZmamioqKlJubq8LCQk2aNEmSNHHiRO3bt0%2B5ubkqKipSZmamevTowS0aAABAq/llwPrLX/6ixsZGPfvssxo6dKjHV2BgoNasWSOXy6WUlBRt3bpVq1evVrdu3SRJPXr00DPPPKONGzdq0qRJqqys1OrVqxUQEGDzUQEAAF8RYHGL8ivC5Tpt/Dkdjg66ZcUu48/bVt55aIjdJbTI4eigyMiOqqg40%2B6Ws9sKPTWPnrYN%2BmqeN/Q0OvoqW/brlytYAAAAdiJgAQAAGEbAAgAAMIyABQAAYBgBCwAAwDACFgAAgGEELAAAAMMIWAAAAIYRsAAAAAwjYAEAABhGwAIAADCMgAUAAGAYAQsAAMAwAhYAAIBhBCwAAADDCFgAAACGEbAAAAAMI2ABAAAYRsACAAAwjIAFAABgGAELAADAMAIWAACAYQQsAAAAwwhYAAAAhhGwAAAADCNgAQAAGEbAAgAAMIyABQAAYBgBCwAAwDACFgAAgGF%2BGbDq6uo0b948JSYmaujQoXrxxRc95ouLizVt2jTFxcVp7Nix2r17t02VAgAAf%2BSXAWvZsmU6ePCgXn75ZS1YsEA5OTnasWOHJMmyLKWlpalLly7auHGjxo8fr/T0dJWUlNhcNQAA8BcOuwswrbq6Whs2bNALL7yg/v37q3///ioqKtJrr72m0aNH68MPP1RxcbHWr1%2BvsLAw9enTR3v37tXGjRs1c%2BZMu8sHAAB%2BwO8C1uHDh9XQ0KD4%2BHj3WEJCgp577jk1NTWpoKBA119/vcLCwjzmDxw4YEe57cqYVX%2Bzu4Qf5Z2HhthdAgDAR/ldwHK5XIqMjFRQUJB7rEuXLqqrq1NlZaVcLpdiYmI8HtO5c2edOHHCWA1lZWVyuVweYw5HWLP9Xq7AQL88w%2Bs1HA76a8L51ymvV3Poadugr%2Ba15576XcCqqanxCFeS3N/X19dfdL6%2Bvt5YDXl5ecrJyfEYS0tLU0ZGhrF9oO1FRna0uwS/EhERancJfoeetg36al577KnfBazg4OBmYen89yEhIQoODlZlZWWz%2BZCQEGM1pKamKjk52WPM4QhTRcUZY/uQ2uc7givJ9M%2BrvQoM7KCIiFBVVdWosbHJ7nL8Aj1tG/TVPG/oqV1vlv0uYMXGxqqiokINDQ1yOM4dnsvlUkhIiCIiIhQbG6sjR454PKa8vNzo6buYmJhmz%2BdynVZDA7%2BwvoSfl1mNjU301DB62jboq3ntsad%2BtwTSr18/ORwOj4vW8/PzNXDgQHXo0EFOp1Off/65amtrPeadTqcd5QIAAD/kdwErNDRUEyZM0MKFC1VYWKj33ntPL774oqZMmSJJSkpKUteuXZWZmamioiLl5uaqsLBQkyZNsrlyAADgL/wuYElSZmam%2Bvfvr6lTp2rRokWaOXOmbr31VklSYGCg1qxZI5fLpZSUFG3dulWrV69Wt27dbK4aAAD4iwDLsiy7i2gPXK7Txp/T4eigW1bsMv68OIf7YJnhcHRQZGRHVVScaXfXYLQVeto26Kt53tDT6OirbNmvX65gAQAA2ImABQAAYBgBCwAAwDACFgAAgGEELAAAAMMIWAAAAIYRsAAAAAwjYAEAABhGwAIAADCMgAUAAGAYAQsAAMAwAhYAAIBhBCwAAADDCFgAAACGEbAAAAAMI2ABAAAYRsACAAAwjIAFAABgGAELAADAMAIWAACAYQQsAAAAwwhYAAAAhjnsLgDwVmNW/c3uEn6Udx4aYncJAID/xQoWAACAYQQsAAAAwwhYAAAAhhGwAAAADCNgAQAAGEbAAgAAMIyABQAAYBj3wboIy7K0cuVKvfHGG2pqatKkSZM0a9YsdehAJgUuF/cYA%2BDvCFgX8dJLL2n79u3KyclRQ0ODZs%2Berc6dO%2Bvee%2B%2B1uzQAAODlWI65iFdeeUUZGRlKTEzU4MGDNWvWLL322mt2lwUAAHwAK1gXcPLkSZWWluqGG25wjyUkJOjbb79VWVmZYmJibKwOwJXGKU0APxYB6wJcLpckeQSpLl26SJJOnDjRYsAqKytzP8d5DkeY8WAWGMgCJP4fXwsBaDsOB/82XIrz/6b607%2Btt6zYZXcJrfbnWcPsLsEoAtYF1NbWSpKCgoLcY%2Bf/u76%2BvsXH5%2BXlKScnx2MsPT1dM2fONFjluSA39SdFSk1NZVXNkLKyMuXl5dFTg%2BipefS0bZSVlenll9f6VV8/XTra1v2359eq/8R0gy4Ups7/d2hoaIuPT01N1aZNmzy%2BUlNTjdfpcrmUk5PTbLUMl46emkdPzaOnbYO%2Bmteee8oK1gXExsZKOvfC6NGjh/u/JSk6OrrFx8fExLS7pA4AAP4fVrAuIDY2Vt26dVN%2Bfr57LD8/X926dSM4AQCAFrGCdRGTJ0/WihUr9JOf/ESStHLlSt1zzz02VwUAAHxB4MKFCxfaXYQ3iouLU1lZmVauXKl3331XKSkpmjFjhgICAuwuzUPHjh2VlJSkjh072l2K36Cn5tFT8%2Bhp26Cv5rXXngZYlmXZXQQAAIA/4RosAAAAwwhYAAAAhhGwAAAADCNgAQAAGEbAAgAAMIyA5aPq6uo0b948JSYmaujQoXrxxRftLgkAAPwvbjTqo5YtW6aDBw/q5ZdfVklJiebOnatu3bpp9Gh7/7AnAADgPlg%2Bqbq6WoMHD9YLL7ygG2%2B8UZK0Zs0a7d27V%2BvWrbO5OgAAwClCH3T48GE1NDQoPj7ePZaQkKCCggI1NTXZWJlvqK%2Bv17hx4/TRRx%2B5x4qLizVt2jTFxcVp7Nix2r17t8dj9uzZo3HjxsnpdGrKlCkqLi6%2B0mV7pdacqq6oqNDMmTMVHx%2Bv5ORkbdmyxYZKfcexY8d07733Kj4%2BXsOHD9fatWvdc7xOL9/06dP1yCOPuL8/dOiQbr/9djmdTk2cOFEHDx702H779u0aOXKknE6n0tLSdOrUqStdstf685//rGuvvdbjKyMjQxJ9lQhYPsnlcikyMlJBQUHusS5duqiurk6VlZU2Vub96urq9Nvf/lZFRUXuMcuylJaWpi5dumjjxo0aP3680tPTVVJSIkkqKSlRWlqaUlJS9MYbbygqKkozZswQi7%2Bep6oXLFignJwc7dixw2ObzMxMnT59Wnl5eXrwwQf16KOPqrCw0KaKvVtTU5OmT5%2BuyMhIvfnmm1q0aJGeffZZbdu2jdepAW%2B99ZZ27tzp/r66ulrTp09XYmKiNm3apPj4eN1///2qrq6WJBUWFiorK0vp6enKy8tTVVWVMjMz7Srf6xw5ckQjRozQ7t273V9Lliyhr%2BdZ8DlvvvmmNXz4cI%2Bxb775xrrmmmus0tJSm6ryfkVFRdYvf/lL61//9V%2Bta665xvrwww8ty7KsPXv2WHFxcdaZM2fc206dOtV6%2BumnLcuyrFWrVll33XWXe666utqKj493P769OnPmjDVw4ECPPqxevdqjV8eOHbOuueYaq7i42D02b948a%2B7cuVe0Vl9x8uRJ6z/%2B4z%2Bs06dPu8fS0tKsBQsW8Dq9TBUVFdZNN91kTZw40f3627Bhg5WcnGw1NTVZlmVZTU1N1i233GJt3LjRsizLmj17tsdrtaSkxLr22mutb7755sofgBd6%2BOGHrZUrVzYbp6/nsILlg4KDg1VfX%2B8xdv77kJAQO0ryCR9//LFuvPFG5eXleYwXFBTo%2BuuvV1hYmHssISFBBw4ccM8nJia650JDQ9W/f3/3fHvVmlPVBQUF6tq1q3r06OGxzf79%2B694vb4gJiZGq1atUnh4uCzLUn5%2Bvj755BMlJSXxOr1MTzzxhMaPH6%2B%2Bffu6xwoKCpSQkKCAgABJUkBAgAYNGnTRnnbt2lXdunVTQUHBlS3eS3311Vfq3bt3s3H6eg4BywfFxsaqoqJCDQ0N7jGXy6WQkBBFRETYWJl3u%2BOOOzRv3jyFhoZ6jLtcLsXExHiMde7cWSdOnGjVfHvVmlPVF%2BvdyZMnr2itvig5OVl33HGH4uPjNWrUKF6nl2Hv3r369NNPNWPGDI/xlnpWVlZGTy/Csix9/fXX2r17t0aNGqWRI0dqxYoVqq%2Bvp6//i9s0%2BKB%2B/frJ4XDowIED7ncB%2Bfn5GjhwoDp0IDP/WDU1NR4hQZKCgoLcq4ItzbdXF%2BuLJHpnwNNPP63y8nItXLhQ2dnZvE4vUV1dnRYsWKD58%2Bc3W%2BFvqWe1tbX09CJKSkrc/Vu1apWOHz%2BuJUuWqLa2lr7%2BLwKWDwoNDdWECRO0cOFCPf744yorK9OLL76o7Oxsu0vzScHBwc0%2BHFBfX%2B/%2Bx/hip2Tb%2B2pha05VX2wbTmW3bODAgZLOBYRZs2Zp4sSJqqmp8diG12nLcnJyNGDAAA0bNqzZXEuvz4vN/%2BMqeHvUvXt3ffTRR%2BrUqZMCAgLUr18/NTU1afbs2UpKSqKvImD5rMzMTC1cuFBTp05VeHi4Zs6cqVtvvdXusnxSbGysjhw54jFWXl7uXsKOjY1VeXl5s/l%2B/fpdsRq90fdPVTsc5/4p%2BcdT1RfrXXR09BWv1xeUl5frwIEDGjlypHusb9%2B%2BOnv2rKKjo3X06NFm2/M6/WFvvfWWysvL3dcKnv8f%2B7vvvqtx48ZdsGct9ZTX7zlXX321x/d9%2BvRRXV2doqOj6au4BstnhYaG6oknntD%2B/fu1a9cuTZs2ze6SfJbT6dTnn3%2Bu2tpa91h%2Bfr6cTqd7Pj8/3z1XU1OjQ4cOuefbq%2B%2Bfqj7vH09Vx8XF6dtvv/W4tiI/P19xcXFXvF5fcPz4caWnp3tco3bw4EFFRUUpISGB1%2BklWLdunbZt26bNmzdr8%2BbNSk5OVnJysjZv3iyn06n9%2B/e7b2VhWZb27dt30Z6WlpaqtLS03fdUknbt2qUbb7zRY1X1iy%2B%2B0NVXX%2B3%2BIEt77ysBC%2B1eUlKSunbtqszMTBUVFSk3N1eFhYWaNGmSJGnixInat2%2BfcnNzVVRUpMzMTPXo0cN9F/326vunqgsLC/Xee%2B/pxRdf1JQpU9zb9OzZU0OHDtXs2bN1%2BPBhbdiwQdu3b9edd95pY%2BXea%2BDAgerfv7/mzZunI0eOaOfOnVq%2BfLkeeOABXqeXqHv37urVq5f7q2PHjurYsaN69eql0aNHq6qqSkuXLtWRI0e0dOlS1dTUaMyYMZKkyZMna8uWLdqwYYMOHz6sOXPmaPjw4erZs6fNR2W/%2BPh4BQcH69FHH9XRo0e1c%2BdOLVu2TPfddx99Pc/Oe0QAdvn%2BfbAsy7L%2B/ve/W3feeac1YMAA67bbbrP%2B9re/eWz//vvvW7feeqv185//3Jo6darf3a/lUlVXV1tz5syx4uLirKFDh1ovvfRSs23Ky8ut%2B%2B%2B/3xo4cKCVnJxsbdu27coX6kNOnDhhpaWlWYMGDbKGDBliPfvss%2B77CfE6vXxz5871uAdTQUGBNWHCBGvgwIHWpEmTrM8//9xj%2B40bN1o333yzFRcXZ6WlpVmnTp260iV7rS%2B//NKaNm2aFRcXZw0ZMsR65pln3K9V%2BmpZ/C1CAAAAwzhFCAAAYBgBCwAAwDACFgAAgGEELAAAAMMIWAAAAIYRsAAAAAwjYAEAABhGwAIAADCMgAUAAGAYAQsAAMAwAhYAAIBhBCwAAADDCFgAAACG/f%2Brj9K2arRe0QAAAABJRU5ErkJggg%3D%3D\"/>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\" id=\"common3916821356688985050\">\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">8.05</td>\n",
       "        <td class=\"number\">43</td>\n",
       "        <td class=\"number\">4.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:7%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">13.0</td>\n",
       "        <td class=\"number\">42</td>\n",
       "        <td class=\"number\">4.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:7%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">7.8958</td>\n",
       "        <td class=\"number\">38</td>\n",
       "        <td class=\"number\">4.3%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:7%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">7.75</td>\n",
       "        <td class=\"number\">34</td>\n",
       "        <td class=\"number\">3.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:6%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">26.0</td>\n",
       "        <td class=\"number\">31</td>\n",
       "        <td class=\"number\">3.5%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:5%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">10.5</td>\n",
       "        <td class=\"number\">24</td>\n",
       "        <td class=\"number\">2.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:4%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">7.925</td>\n",
       "        <td class=\"number\">18</td>\n",
       "        <td class=\"number\">2.0%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">7.775</td>\n",
       "        <td class=\"number\">16</td>\n",
       "        <td class=\"number\">1.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">26.55</td>\n",
       "        <td class=\"number\">15</td>\n",
       "        <td class=\"number\">1.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">0.0</td>\n",
       "        <td class=\"number\">15</td>\n",
       "        <td class=\"number\">1.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"other\">\n",
       "        <td class=\"fillremaining\">Other values (238)</td>\n",
       "        <td class=\"number\">615</td>\n",
       "        <td class=\"number\">69.0%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\"  id=\"extreme3916821356688985050\">\n",
       "            <p class=\"h4\">Minimum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">0.0</td>\n",
       "        <td class=\"number\">15</td>\n",
       "        <td class=\"number\">1.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">4.0125</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:7%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">5.0</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:7%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">6.2375</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:7%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">6.4375</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:7%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "            <p class=\"h4\">Maximum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">227.525</td>\n",
       "        <td class=\"number\">4</td>\n",
       "        <td class=\"number\">0.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">247.5208</td>\n",
       "        <td class=\"number\">2</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">262.375</td>\n",
       "        <td class=\"number\">2</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">263.0</td>\n",
       "        <td class=\"number\">4</td>\n",
       "        <td class=\"number\">0.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">512.3292</td>\n",
       "        <td class=\"number\">3</td>\n",
       "        <td class=\"number\">0.3%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:75%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_Name\">Name<br/>\n",
       "            <small>Categorical, Unique</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-3 collapse in\" id=\"minivalues-9103419411920953783\"><table border=\"1\" class=\"dataframe example_values\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th>First 3 values</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>Hansen, Mr. Henrik Juul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Aubart, Mme. Leontine Pauline</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Abbott, Mrs. Stanton (Rosa Hunt)</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table></div>\n",
       "<div class=\"col-md-6 collapse in\" id=\"minivalues-9103419411920953783\"><table border=\"1\" class=\"dataframe example_values\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th>Last 3 values</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>Pickard, Mr. Berk (Berk Trembisky)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Goldenberg, Mrs. Samuel L (Edwiga Grabowska)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Karlsson, Mr. Nils August</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table></div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#values-9103419411920953783,#minivalues-9103419411920953783\" aria-expanded=\"false\"\n",
       "       aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"col-md-12 collapse\" id=\"values-9103419411920953783\">\n",
       "    <p class=\"h4\">First 10 values</p>\n",
       "    \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">Abbing, Mr. Anthony</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">Abbott, Mr. Rossmore Edward</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">Abbott, Mrs. Stanton (Rosa Hunt)</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">Abelson, Mr. Samuel</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">Abelson, Mrs. Samuel (Hannah Wizosky)</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "    <p class=\"h4\">Last 10 values</p>\n",
       "    \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">de Mulder, Mr. Theodore</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">de Pelsmaeker, Mr. Alfons</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">del Carlo, Mr. Sebastiano</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">van Billiard, Mr. Austin Blyler</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">van Melkebeke, Mr. Philemon</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_Parch\">Parch<br/>\n",
       "            <small>Numeric</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-6\">\n",
       "    <div class=\"row\">\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "                <tr>\n",
       "                    <th>Distinct count</th>\n",
       "                    <td>7</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Unique (%)</th>\n",
       "                    <td>0.8%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Missing (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Missing (n)</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (n)</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "\n",
       "        </div>\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "\n",
       "                <tr>\n",
       "                    <th>Mean</th>\n",
       "                    <td>0.38159</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Minimum</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Maximum</th>\n",
       "                    <td>6</td>\n",
       "                </tr>\n",
       "                <tr class=\"alert\">\n",
       "                    <th>Zeros (%)</th>\n",
       "                    <td>76.1%</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "<div class=\"col-md-3 collapse in\" id=\"minihistogram-7672409395449409996\">\n",
       "    <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAMgAAABLCAYAAAA1fMjoAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAARtJREFUeJzt3cEJwkAQQFEjlmQR9uTZnizCnta7yIcEYqK%2Bd1%2BYy2eSvew0xhgH4K3j1gPAnp22HuDV%2BXqffeZxu6wwCdggkAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBAEAkEgEAQCYXfPQC/h6WjWYoNA%2BIkN8ilzN5Ut9f1sEAgCgSAQCAKB4Cd9Z5ZcWc%2B15PLgX6/SpzHG2HoI2CufWBAEAkEgEAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBCeJpIXlS2QVCEAAAAASUVORK5CYII%3D\">\n",
       "\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#descriptives-7672409395449409996,#minihistogram-7672409395449409996\"\n",
       "       aria-expanded=\"false\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"row collapse col-md-12\" id=\"descriptives-7672409395449409996\">\n",
       "    <ul class=\"nav nav-tabs\" role=\"tablist\">\n",
       "        <li role=\"presentation\" class=\"active\"><a href=\"#quantiles-7672409395449409996\"\n",
       "                                                  aria-controls=\"quantiles-7672409395449409996\" role=\"tab\"\n",
       "                                                  data-toggle=\"tab\">Statistics</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#histogram-7672409395449409996\" aria-controls=\"histogram-7672409395449409996\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Histogram</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#common-7672409395449409996\" aria-controls=\"common-7672409395449409996\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Common Values</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#extreme-7672409395449409996\" aria-controls=\"extreme-7672409395449409996\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Extreme Values</a></li>\n",
       "\n",
       "    </ul>\n",
       "\n",
       "    <div class=\"tab-content\">\n",
       "        <div role=\"tabpanel\" class=\"tab-pane active row\" id=\"quantiles-7672409395449409996\">\n",
       "            <div class=\"col-md-4 col-md-offset-1\">\n",
       "                <p class=\"h4\">Quantile statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Minimum</th>\n",
       "                        <td>0</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>5-th percentile</th>\n",
       "                        <td>0</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q1</th>\n",
       "                        <td>0</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Median</th>\n",
       "                        <td>0</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q3</th>\n",
       "                        <td>0</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>95-th percentile</th>\n",
       "                        <td>2</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Maximum</th>\n",
       "                        <td>6</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Range</th>\n",
       "                        <td>6</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Interquartile range</th>\n",
       "                        <td>0</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "            <div class=\"col-md-4 col-md-offset-2\">\n",
       "                <p class=\"h4\">Descriptive statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Standard deviation</th>\n",
       "                        <td>0.80606</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Coef of variation</th>\n",
       "                        <td>2.1123</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Kurtosis</th>\n",
       "                        <td>9.7781</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Mean</th>\n",
       "                        <td>0.38159</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>MAD</th>\n",
       "                        <td>0.58074</td>\n",
       "                    </tr>\n",
       "                    <tr class=\"\">\n",
       "                        <th>Skewness</th>\n",
       "                        <td>2.7491</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Sum</th>\n",
       "                        <td>340</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Variance</th>\n",
       "                        <td>0.64973</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Memory size</th>\n",
       "                        <td>7.0 KiB</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-8 col-md-offset-2\" id=\"histogram-7672409395449409996\">\n",
       "            <img 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q0SLt27Yp5/tatW3XxxRfL6/WqsrJS%2B/fvH%2BmRAQBAikjJgrVt2zZt3749%2Brivr09LlixRSUmJtmzZouLiYi1dulR9fX2SpJ07d6q2tlbLli2Tz%2BdTb2%2Bvampq7BofAAAkuZQrWD09PWpsbNS0adOia88995yysrJUXV2t008/XbW1tcrLy9Pzzz8vSdqwYYPmz5%2BvhQsX6uyzz1ZjY6O2b9%2Bujo4Ou04DAAAksZQrWPfcc48uu%2BwyTZo0Kbrm9/s1Y8YMORwOSZLD4dD06dPV0tIS3V5SUhJ9/rhx41RUVCS/3z%2BywwMAgJTgtHsAk1555RW98cYb%2BvWvf626urroeiAQiClckjR27Fi1t7dLkrq6uuTxeIZt37t371HN0dXVpUAgELPmdOYOO8axysxMrn7sdI78vB9nlGxZjRTysUZG1sgoPvKxlooZpUzB6u/v1%2B23367bbrtN2dnZMdtCoZBcLlfMmsvlUjgcliQdPHgw7vbPyufzqampKWatsrJSVVVVR7W/VJGfn2fbsd3uHNuOnQzIxxoZWSOj%2BMjHWipllDIFq6mpSVOnTtWFF144bFtWVtawshQOh6NF7NO25%2BQc3R90eXm5SktLY9aczlx1d394VPv7NMnW9E2f/5HIzMyQ252j3t6QBgeHRvz4iY58rJGRNTKKj3ysHc%2BM7PrhPmUK1rZt2xQMBlVcXCxJ0cL029/%2BVgsWLFAwGIx5fjAYjN6yKywsPOz2goKCo5rF4/EMux0YCHyggYH0fmPZef6Dg0Npn3885GONjKyRUXzkYy2VMkqZgvXEE09oYGAg%2Bvjee%2B%2BVJC1fvlyvv/661q9fr0gkIofDoUgkoh07dui6666TJHm9XjU3N6usrEyS1NnZqc7OTnm93pE/EQAAkPRSpmCNHz8%2B5nFe3keXBCdOnKixY8dq9erVqq%2Bv11VXXaWnnnpKoVBI8%2BfPlyRVVFToG9/4hs4991xNmzZN9fX1mjt3rk4%2B%2BeQRPw8AAJD8kutDPEdp1KhRevjhh6NXqfx%2Bv9atW6fc3FxJUnFxsVasWKG1a9eqoqJCo0ePVkNDg81TAwCAZJUyV7AOdffdd8c8Puecc/TMM8986vPLysqitwgBAACORVpcwQIAABhJFCwAAADDKFgAAACGUbAAAAAMo2ABAAAYRsECAAAwjIIFAABgGAULAADAMAoWAACAYRQsAAAAwyhYAAAAhlGwAAAADKNgAQAAGEbBAgAAMIyCBQAAYBgFCwAAwDAKFgAAgGEULAAAAMMoWAAAAIZRsAAAAAyjYAEAABhGwQIAADCMggUAAGAYBQsAAMAwChYAAIBhFCwAAADDKFgAAACGUbAAAAAMo2ABAAAYRsECAAAwjIIFAABgGAULAADAMAoWAACAYSlTsP7zn/%2BoqqpKM2bM0OzZs7Vq1SoNDAzEPGfr1q26%2BOKL5fV6VVlZqf3799s0LQAASGUpU7CWL1%2BuAwcOyOfz6cc//rG2bdumRx55JLp9586dqq2t1bJly%2BTz%2BdTb26uamhobJwYAAKnKafcAJoTDYY0dO1Y33HCDJk6cKEm69NJL1dzcHH3Ohg0bNH/%2BfC1cuFCS1NjYqIsuukgdHR06%2BeSTbZkbAACkppS4guVyuXTvvfdGy1V7e7t%2B//vfa%2BbMmdHn%2BP1%2BlZSURB%2BPGzdORUVF8vv9Iz4vAABIbSlxBeuTrr76ar3%2B%2BuuaMmWKvv71r0fXu7q65PF4Yp47duxY7d271/gMXV1dCgQCMWtOZ%2B6w4x%2BrzMzk6sdO58jP%2B3FGyZbVSCEfa2RkjYziIx9rqZhRyhWsW2%2B9Ve%2B//77uvPNO3XjjjXrooYckSQcPHpTL5Yp5rsvlUjgcNj6Dz%2BdTU1NTzFplZaWqqqqMHyuZ5Ofn2XZstzvHtmMnA/KxRkbWyCg%2B8rGWShmlXME6%2B%2ByzJUl33XWXLr/8cr333nuaMGGCsrKyhpWpcDisnBzzf5jl5eUqLS2NWXM6c9Xd/aHR4yRb0zd9/kciMzNDbneOentDGhwcGvHjJzrysUZG1sgoPvKxdjwzsuuH%2B5QoWAcOHNCf/vQnzZs3TxkZH5WOSZMmSZK6u7s1YcIEFRYWKhgMxrwuGAyqoKDA%2BDwej2fY7cBA4AMNDKT3G8vO8x8cHEr7/OMhH2tkZI2M4iMfa6mUUXJdAvkUoVBIP/jBD2I%2BsP7WW28pMzNTp556qiTJ6/XG/K3Czs5OdXZ2yuv1jvi8AAAgtaVEwSooKNAll1yilStXqrW1VW%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%2BVhLxYycoVBILpcrZtHlcikcDts0UvLz%2BXxqamqKWausrFRVVZVNEyWG/Pw8247tdufYduxkQD7WyMgaGcVHPtZSKSNnVlbWsDIVDofldrttGin5lZeXq7S0NGbN6cxVd/eHRo%2BTbE3f9PkficzMDLndOertDWlwcGjEj5/oyMcaGVkjo/jIx9rxzMiuH%2B6dhYWFCgaDMYvBYFCTJ0%2B2ZaBU4PF4ht0ODAQ%2B0MBAer%2Bx7Dz/wcGhtM8/HvKxRkbWyCg%2B8rGWShlleL1eNTc3RxdCoZBaW1vl9XptHAsAACB5ZSxatEg7duzQunXr1N7erpqaGk2YMEGzZs2yezYAAICklDFhwgQ9%2BOCD2rx5sy6//HL19PRo7dq1cjgcds8GAACQlJySNGfOHM2ZM8fuWQAAAFJCcv01NAAAgCRAwQIAADCMggUAAGAYBQsAAMAwChYAAIBhFCwAAADDKFgAAACGUbAAAAAMo2ABAAAYRsECAAAwjIIFAABgGAULAADAMAoWAACAYRQsAAAAwyhYAAAAhlGwAAAADKNgAQAAGEbBAgAAMIyCBQAAYBgFCwAAwDAKFgAAgGEULAAAAMMoWAAAAIZRsAAAAAyjYAEAABhGwQIAADCMggUAAGAYBQsAAMAwChYAAIBhFCwAAADDnHYPgPQxf82f7R7hM/nN92fbPQIAIElxBQsAAMAwChYAAIBhKVmwwuGwFixYoFdffTW61tHRoW9961s699xz9ZWvfEUvvfRSzGtefvllLViwQF6vV4sXL1ZHR8dIjw0AAFJEyhWs/v5%2B3XjjjWpvb4%2BuRSIRVVZW6qSTTtLmzZt12WWXadmyZdqzZ48kac%2BePaqsrFRZWZmefvppjRkzRtdff70ikYhdpwEAAJJYShWs3bt368orr9S7774bs/6Xv/xFHR0dWrFihU4//XQtXbpU5557rjZv3ixJ2rRpk6ZOnaprrrlGZ5xxhhoaGvTvf/9br732mh2nAQAAklxKFazXXntNs2bNks/ni1n3%2B/36/Oc/r9zc3OjajBkz1NLSEt1eUlIS3ZaTk6MpU6ZEtwMAAHwWKfVrGr72ta8ddj0QCMjj8cSsjR07Vnv37j2i7Z9VV1eXAoFAzJrTmTvsGMcqMzOl%2BnHCcTpTP9%2BPv4f4Xvp0ZGSNjOIjH2upmFFKFaxPEwqF5HK5YtZcLpfC4fARbf%2BsfD6fmpqaYtYqKytVVVV1VPuDPfLz8%2BweYcS43Tl2j5DwyMgaGcVHPtZSKaO0KFhZWVnq6emJWQuHw8rOzo5uP7RMhcNhud3uozpeeXm5SktLY9aczlx1d394VPv7NKnU9BOR6T%2BvRJSZmSG3O0e9vSENDg7ZPU5CIiNrZBQf%2BVg7nhnZ9cNyWhSswsJC7d69O2YtGAxGb9kVFhYqGAwO2z558uSjOp7H4xl2OzAQ%2BEADA7yxkkk6/XkNDg6l1fkeDTKyRkbxkY%2B1VMooLS6BeL1evfXWWzp48GB0rbm5WV6vN7q9ubk5ui0UCqm1tTW6HQAA4LNIi4I1c%2BZMjRs3TjU1NWpvb9e6deu0c%2BdOXX755ZKkRYsWaceOHVq3bp3a29tVU1OjCRMmaNasWTZPDgAAklFaFKzMzEz95Cc/USAQUFlZmX71q19p7dq1KioqkiRNmDBBDz74oDZv3qzLL79cPT09Wrt2rRwOh82TAwCAZJSyn8H6%2B9//HvN44sSJ2rBhw6c%2Bf86cOZozZ87xHgsAAKSBtLiCBQAAMJIoWAAAAIal7C1CIN3MX/Nnu0c4Yr/5/my7RwCA44orWAAAAIZRsAAAAAyjYAEAABhGwQIAADCMggUAAGAYBQsAAMAwChYAAIBhFCwAAADDKFgAAACGUbAAAAAMo2ABAAAYRsECAAAwjIIFAABgGAULAADAMAoWAACAYRQsAAAAwyhYAAAAhlGwAAAADKNgAQAAGEbBAgAAMIyCBQAAYBgFCwAAwDAKFgAAgGEULAAAAMMoWAAAAIZRsAAAAAyjYAEAABhGwQIAADCMggUAAGAYBQsAAMAwCtZh9Pf365ZbblFJSYkuuOACPfroo3aPBAAAkojT7gESUWNjo3bt2qXHH39ce/bs0U033aSioiLNmzfP7tEAAEASoGAdoq%2BvT5s2bdL69es1ZcoUTZkyRe3t7dq4cSMFCwAAHBEK1iHa2to0MDCg4uLi6NqMGTP00EMPaWhoSBkZ3FUF0k1J7fN2j5CyfvP92XaP8JnMX/Nnu0f4TJIt31RCwTpEIBBQfn6%2BXC5XdO2kk05Sf3%2B/enp6NGbMGMt9dHV1KRAIxKw5nbnyeDxGZ83MpOwdT04n%2BR4vyZQt77PjK5m%2BF5JRsuT78fssld5vFKxDhEKhmHIlKfo4HA4f0T58Pp%2Bamppi1pYtW6YbbrjBzJD/09XVpW/%2BX7vKy8uNl7dU0dXVJZ/PlxYZvVH/2W9hp1M%2BR4v3mbV0%2Bj7ifXZ8dHV16fHHH0mpjFKnKhqSlZU1rEh9/Dg7O/uI9lFeXq4tW7bEfJWXlxufNRAIqKmpadjVMvx/ZBQf%2BVgjI2tkFB/5WEvFjLiCdYjCwkJ1d3drYGBATudH8QQCAWVnZ8vtdh/RPjweT8o0cAAA8NlxBesQkydPltPpVEtLS3StublZ06ZN4wPuAADgiNAYDpGTk6OFCxeqrq5OO3fu1AsvvKBHH31Uixcvtns0AACQJDLr6urq7B4i0Zx//vlqbW3V6tWr9corr%2Bi6667TokWL7B7rsPLy8jRz5kzl5eXZPUrCIqP4yMcaGVkjo/jIx1qqZeSIRCIRu4cAAABIJdwiBAAAMIyCBQAAYBgFCwAAwDAKFgAAgGEULAAAAMMoWACAY7ZkyRLdfPPNdo8BJAwKFgDgmGzbtk3bt2%2B3ewwgoVCwAABHraenR42NjZo2bZrdowAJhYKFtBIOh7VgwQK9%2Buqrdo9iu3379qmqqkozZ87UhRdeqIaGBvX399s9VkL417/%2Bpe985zsqLi7W3Llz9cgjj9g9UsK65557dNlll2nSpEl2j5KQfve73%2Bmss86K%2BaqqqrJ7rIS0ceNGzZ07V9OnT1dVVZV6enrsHumYULCQNvr7%2B3XjjTeqvb3d7lFsF4lEVFVVpVAopI0bN%2Br%2B%2B%2B/XH/7wB61Zs8bu0Ww3NDSkJUuWKD8/X88884zuuOMO/fSnP9Wvf/1ru0dLOK%2B88oreeOMNXX/99XaPkrB2796tiy66SC%2B99FL0684777R7rITz3HPPqbGxUTU1NXrqqafU2dmpFStW2D3WMaFgIS3s3r1bV155pd599127R0kI77zzjlpaWtTQ0KAzzjhDJSUlqqqq0tZkxv6dAAAEiUlEQVStW%2B0ezXbBYFCTJ09WXV2dTjnlFM2ZM0df%2BMIX1NzcbPdoCaW/v1%2B33367brvtNmVnZ9s9TsJ6%2B%2B23deaZZ6qgoCD65Xa77R4r4axfv17XXnutLr30Up155pmqrq7WP/7xDw0ODto92lGjYCEtvPbaa5o1a5Z8Pp/doySEgoICPfLIIzrppJNi1g8cOGDTRInD4/FozZo1GjVqlCKRiJqbm/X6669r5syZdo%2BWUJqamjR16lRdeOGFdo%2BS0N5%2B%2B22dcsopdo%2BR0A4cOKDW1lZ9%2Bctfjq6dd9552rp1qzIzM22c7Ng47R4AGAlf%2B9rX7B4hobjd7pj/MQ4NDWnDhg06//zzbZwq8ZSWlmrPnj266KKLdOmll9o9TkLZtm2bgsGgiouLJX30%2BUZJ%2Bu1vf6s333zTztESRiQS0T//%2BU%2B99NJLevjhhzU4OKh58%2BapqqpKLpfL7vESRkdHhyRp//79uuqqq/Tee%2B9p9uzZqq2tTeqrfRQsAFq1apVaW1v19NNP2z1KQnnggQcUDAZVV1enhoYG3XrrrXaPlDCeeOIJDQwMRB/fe%2B%2B9kqTly5fbNVLC2bNnj0KhkFwul9asWaP33ntPd955pw4ePMj30id8%2BOGHkqQVK1Zo%2BfLlOvHEE1VfX6/q6mo99NBDNk939ChYQJpbtWqVHn/8cd1///0688wz7R4noXz8qwf6%2B/u1fPlyVVdXc%2BXhf8aPHx/zOC8vT5I0ceJEO8ZJSOPHj9err76q0aNHy%2BFwaPLkyRoaGtKPfvQj1dTUJPXtL5Oczo%2BqyJIlS/SlL31JklRfX6%2BFCxdq3759KiwstHO8o8ZnsIA0tnLlSj322GNatWoVt8D%2BJxgM6oUXXohZmzRpkv773//yGTV8ZieeeKIcDkf08emnn67%2B/n69//77Nk6VWAoKCiRJp512WnTt1FNPlSTt3bvXlplMoGABaaqpqUlPPfWU7rvvPn31q1%2B1e5yE8d5772nZsmXat29fdG3Xrl0aM2aMxowZY%2BNkie3uu%2B/W3XffbfcYCeXFF1/UrFmzFAqFomt/%2B9vfdOKJJ/K99AlFRUXyeDxqa2uLrr399ttyOBwqKiqycbJjQ8EC0tDbb7%2Btn/zkJ7r22ms1Y8YMBQKB6Fe6mzZtmqZMmaJbbrlFu3fv1vbt27Vq1Spdd911do%2BGJFNcXKysrCzdeuuteuedd7R9%2B3Y1Njbqu9/9rt2jJRSHw6FvfetbeuCBB/TnP/9ZbW1tqqur08UXXxy9upWMHJFIJGL3EMBIOuuss/Tzn/9cs2bNsnsU26xbt06rV68%2B7La///3vIzxN4tm3b59WrlypV155RTk5Obr66qu1dOnSmFs9wJFob2/XXXfdpZaWFuXl5emqq65SZWUl30uHiEQi%2BulPf6qNGzeqr69PpaWlqqur0wknnGD3aEeNggUAAGAYtwgBAAAMo2ABAAAYRsECAAAwjIIFAABgGAULAADAMAoWAACAYRQsAAAAwyhYAAAAhlGwAAAADKNgAQAAGEbBAgAAMIyCBQAAYBgFCwAAwLD/B9G%2BNSqtQXD/AAAAAElFTkSuQmCC\"/>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\" id=\"common-7672409395449409996\">\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">0</td>\n",
       "        <td class=\"number\">678</td>\n",
       "        <td class=\"number\">76.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">1</td>\n",
       "        <td class=\"number\">118</td>\n",
       "        <td class=\"number\">13.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:18%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">2</td>\n",
       "        <td class=\"number\">80</td>\n",
       "        <td class=\"number\">9.0%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:12%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">5</td>\n",
       "        <td class=\"number\">5</td>\n",
       "        <td class=\"number\">0.6%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">3</td>\n",
       "        <td class=\"number\">5</td>\n",
       "        <td class=\"number\">0.6%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">4</td>\n",
       "        <td class=\"number\">4</td>\n",
       "        <td class=\"number\">0.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">6</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\"  id=\"extreme-7672409395449409996\">\n",
       "            <p class=\"h4\">Minimum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">0</td>\n",
       "        <td class=\"number\">678</td>\n",
       "        <td class=\"number\">76.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">1</td>\n",
       "        <td class=\"number\">118</td>\n",
       "        <td class=\"number\">13.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:18%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">2</td>\n",
       "        <td class=\"number\">80</td>\n",
       "        <td class=\"number\">9.0%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:12%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">3</td>\n",
       "        <td class=\"number\">5</td>\n",
       "        <td class=\"number\">0.6%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">4</td>\n",
       "        <td class=\"number\">4</td>\n",
       "        <td class=\"number\">0.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "            <p class=\"h4\">Maximum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">2</td>\n",
       "        <td class=\"number\">80</td>\n",
       "        <td class=\"number\">9.0%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">3</td>\n",
       "        <td class=\"number\">5</td>\n",
       "        <td class=\"number\">0.6%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:7%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">4</td>\n",
       "        <td class=\"number\">4</td>\n",
       "        <td class=\"number\">0.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:5%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">5</td>\n",
       "        <td class=\"number\">5</td>\n",
       "        <td class=\"number\">0.6%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:7%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">6</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_PassengerId\">PassengerId<br/>\n",
       "            <small>Numeric</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-6\">\n",
       "    <div class=\"row\">\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "                <tr>\n",
       "                    <th>Distinct count</th>\n",
       "                    <td>891</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Unique (%)</th>\n",
       "                    <td>100.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Missing (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Missing (n)</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (n)</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "\n",
       "        </div>\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "\n",
       "                <tr>\n",
       "                    <th>Mean</th>\n",
       "                    <td>446</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Minimum</th>\n",
       "                    <td>1</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Maximum</th>\n",
       "                    <td>891</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Zeros (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "<div class=\"col-md-3 collapse in\" id=\"minihistogram7016245205937240601\">\n",
       "    <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAMgAAABLCAYAAAA1fMjoAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAAQNJREFUeJzt1sEJwkAURVEjlmQR9uQ6PVmEPX0bkAsGQoKcsx94DFxmlpmZC/DV9egBcGa3owfwv%2B7P189n3utjhyXbnS6QLZcKe/HFgiAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBsMzMHD0CzsoLAkEgEAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBAEAuEDaakM%2BHufcbcAAAAASUVORK5CYII%3D\">\n",
       "\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#descriptives7016245205937240601,#minihistogram7016245205937240601\"\n",
       "       aria-expanded=\"false\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"row collapse col-md-12\" id=\"descriptives7016245205937240601\">\n",
       "    <ul class=\"nav nav-tabs\" role=\"tablist\">\n",
       "        <li role=\"presentation\" class=\"active\"><a href=\"#quantiles7016245205937240601\"\n",
       "                                                  aria-controls=\"quantiles7016245205937240601\" role=\"tab\"\n",
       "                                                  data-toggle=\"tab\">Statistics</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#histogram7016245205937240601\" aria-controls=\"histogram7016245205937240601\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Histogram</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#common7016245205937240601\" aria-controls=\"common7016245205937240601\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Common Values</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#extreme7016245205937240601\" aria-controls=\"extreme7016245205937240601\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Extreme Values</a></li>\n",
       "\n",
       "    </ul>\n",
       "\n",
       "    <div class=\"tab-content\">\n",
       "        <div role=\"tabpanel\" class=\"tab-pane active row\" id=\"quantiles7016245205937240601\">\n",
       "            <div class=\"col-md-4 col-md-offset-1\">\n",
       "                <p class=\"h4\">Quantile statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Minimum</th>\n",
       "                        <td>1</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>5-th percentile</th>\n",
       "                        <td>45.5</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q1</th>\n",
       "                        <td>223.5</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Median</th>\n",
       "                        <td>446</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q3</th>\n",
       "                        <td>668.5</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>95-th percentile</th>\n",
       "                        <td>846.5</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Maximum</th>\n",
       "                        <td>891</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Range</th>\n",
       "                        <td>890</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Interquartile range</th>\n",
       "                        <td>445</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "            <div class=\"col-md-4 col-md-offset-2\">\n",
       "                <p class=\"h4\">Descriptive statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Standard deviation</th>\n",
       "                        <td>257.35</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Coef of variation</th>\n",
       "                        <td>0.57703</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Kurtosis</th>\n",
       "                        <td>-1.2</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Mean</th>\n",
       "                        <td>446</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>MAD</th>\n",
       "                        <td>222.75</td>\n",
       "                    </tr>\n",
       "                    <tr class=\"\">\n",
       "                        <th>Skewness</th>\n",
       "                        <td>0</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Sum</th>\n",
       "                        <td>397386</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Variance</th>\n",
       "                        <td>66231</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Memory size</th>\n",
       "                        <td>7.0 KiB</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-8 col-md-offset-2\" id=\"histogram7016245205937240601\">\n",
       "            <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAlgAAAGQCAYAAAByNR6YAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAIABJREFUeJzt3X9QVXX%2Bx/HXhSu/ZUMBNzG1dFNEI8IfmdmkWf5YywZ1WKexrXXXTJRs1/VH7BdUNFTI2l2KQrPUnETTtilLW6vBMmZSXFAzW1HHxRXlMv4oFwSR%2B/3D8dYVTc2PHg73%2BZhxpnvu5dz39dzmPj3ncK7D7Xa7BQAAAGP8rB4AAACguSGwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADCOwAAAADHNaPYCvcLm%2BN7o%2BPz%2BHWrUK1bFj/1NDg9vounHl2A5NA9uh6WBbNA1shx9ERbW05HnZg2VTfn4OORwO%2Bfk5rB7Fp7Edmga2Q9PBtmga2A7WI7AAAAAMI7AAAAAMI7AAAAAMI7AAAAAMI7AAAAAMI7AAAAAMI7AAAAAMI7AAAAAMI7AAAAAMI7AAAAAMI7AAAAAMI7AAAAAMI7AAAAAMc1o9AAAAuD4ezPnc6hGu2EdT%2Blk9glHswQIAADCMwAIAADCMwAIAADCMc7Bszk7H1wEA8BXswQIAADCMwAIAADCMwAIAADCMwAIAADCMwAIAADCMwAIAADCMwAIAADCMwAIAADCMwAIAADCMwAIAADCMwAIAADCMwAIAADCMwAIAADCMwAIAADCMwAIAADCMwAIAADCMwAIAADCMwAIAADCMwAIAADCMwAIAADCMwAIAADCMwAIAADCMwAIAADCMwAIAADCMwLqIiooKPfXUU7rrrrs0cOBAvfnmm1aPBAAAbMRp9QBN0ZQpU9S2bVutW7dOZWVlmjp1qmJiYvTggw9aPRoAALAB9mBd4OTJkyopKdHTTz%2Btjh07atCgQerfv7%2BKioqsHg0AANgEgXWBoKAgBQcHa926dTpz5oz279%2Bv7du3KzY21urRAACATXCI8AKBgYFKT09XZmamli9frrNnzyopKUmjR4%2B%2B4nVUVlbK5XJ5LXM6QxQdHW1sTn9/2hgA0Hw4nc3rc43Auoh9%2B/ZpwIABevLJJ7V3715lZmaqb9%2B%2BeuSRR67o5wsKCpSbm%2Bu1LCUlRampqddjXAAAbC8iItTqEYwisC5QVFSkd955R4WFhQoKClKPHj109OhR5eXlXXFgJScna%2BDAgV7LnM4QHT/%2BP2Nz%2Bvv7KTw82Nj6AACwksnPyB%2BzKtwIrAvs2rVLHTp0UFBQkGdZt27d9Oqrr17xOqKjoxsdDnS5vld9fYOxOQEAaE6a22dk8zrgaUB0dLQOHjyouro6z7L9%2B/erXbt2Fk4FAADshMC6wMCBA9WiRQv95S9/0YEDB/Tpp5/q1Vdf1dixY60eDQAA2ASHCC/QsmVLvfnmm5o3b55GjRqlVq1a6emnn1ZycrLVowEAAJsgsC6ic%2BfOeuONN6weAwAA2BSHCAEAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAzzycCqra3Vc889p549e%2Bree%2B/V0qVLrR4JAAA0I06rB7DCwoULtWvXLi1btkyHDx/W9OnT1bZtWw0ZMsTq0QAAQDPgc4FVXV2tNWvWaPHixYqLi1NcXJz27t2rlStXElgAAMAInztEuGfPHtXX1yshIcGzLDExUaWlpWpoaLBwMgAA0Fz4XGC5XC5FREQoICDAsywyMlK1tbU6ceKEhZMBAIDmwucOEdbU1HjFlSTP7bq6OiPPUVlZKZfL5bXM6QxRdHS0kfVLkr%2B/z7UxAKAZczqb1%2BeazwVWYGBgo5A6fzsoKMjIcxQUFCg3N9drWUpKilJTU42sHwCA5iYiItTqEYzyucBq06aNjh8/rvr6ejmd516%2By%2BVSUFCQwsPDjTxHcnKyBg4c6LXM6QzR8eP/M7J%2B6dwerPDwYGPrAwDASiY/I3/MqnDzucCKjY2V0%2BlUSUmJevbsKUkqLi5Wjx495OdnZvdkdHR0o8OBLtf3qq/nJHoAAC6muX1GNq8DnlcgODhYjz76qGbNmqUdO3Zo06ZNWrp0qR5//HGrRwMAAM2Ez%2B3BkqSZM2dq1qxZ%2Bu1vf6uwsDBNnjxZDz30kNVjAQCAZsLhdrvdVg/hC1yu742uz%2Bn0U0REqHqmbTC6XgAArPDRlH7XZb1RUS2vy3ovx%2BcOEQIAAFxvBBYAAIBhBBYAAIBhBBYAAIBhBBYAAIBhBBYAAIBhBBYAAIBhBBYAAIBhBBYAAIBhBBYAAIBhtgmswsJC8a0%2BAADADmzzZc%2Bpqan6xS9%2BoREjRigpKUm33nqr1SMBAABclG32YG3ZskUpKSnatm2bhg4dquTkZBUUFOjUqVNWjwYAAODF4bbhcbeDBw/q/fff18aNG1VeXq5BgwZp1KhRuvvuu60e7ZJcru%2BNrs/p9FNERKh6pm0wul4AAKzw0ZR%2B12W9UVEtr8t6L8c2e7B%2BrG3bturSpYu6du0qSSouLtbEiRP18MMPa8%2BePRZPBwAAfJ2tAmv79u3KyMjQvffeqz//%2Bc9yu93Ky8vTZ599ps8//1ydOnXSlClTrB4TAAD4ONuc5P7ggw/q0KFD6tatm5555hk9/PDDatnyh91%2BoaGhGjp0qLZs2WLhlAAAADYKrIEDByopKUldunS55GP69u2rjRs33sCpAAAAGrPNIcKZM2fqm2%2B%2B0UcffeRZ9swzz%2Bj999/33A4PD1erVq2sGA8AAMDDNoG1fPlypaene12W4Ze//KX%2B7//%2BT6tXr7ZwMgAAAG%2B2CawVK1Zo/vz5Gj16tGfZzJkzlZmZqaVLl1o4GQAAgDfbBFZlZaW6d%2B/eaPmdd96pw4cPWzARAADAxdkmsDp27KhPP/200fLCwkK1a9fOgokAAAAuzja/RThu3DjNmDFDX3/9teLj4yVJO3fu1Pr165WZmWnxdAAAAD%2BwTWA98sgjcjqdWr58uTZt2qQWLVqoU6dO%2Bvvf/64BAwZYPR4AAICHbQJLkoYNG6Zhw4ZZPQYAAMBPslVg/fe//1Vpaanq6uoa3ffoo49aMBEAAEBjtgms1atXa/bs2Tp79myj%2BxwOB4EFAACaDNsE1quvvqrf/OY3evbZZxUWFmb1OAAAAJdkm8s0uFwuPfnkk8QVAABo8mwTWLGxsSorK7N6DAAAgMuyzSHC3//%2B95ozZ47Ky8t12223KSAgwOv%2BXr16WTQZAACAN9sEVmpqqiRp3rx5je5zOBz65ptvbvRIAAAAF2WbwPrkk0%2BsHgEAAOCK2CawYmJiJEl1dXU6dOiQ2rdvL7fbrRYtWlg8GQAAgDfbnOTudruVk5OjXr16afjw4aqoqND06dOVlpamM2fOWD0eAACAh20Ca8WKFXrvvfeUkZHhOcF90KBB2rRpk3Jzcy2eDgAA4Ae2CayCggKlp6crKSlJDodD0rnvJpw7d67ef/99i6cDAAD4gW0C69ChQ4qNjW20vGvXrnK5XBZMBAAAcHG2CayYmBjt3Lmz0fLNmzfrlltusWAiAACAi7PNbxGOGzdOs2fPlsvlktvtVlFRkQoKCrRixQrNmDHD6vEAAAA8bBNYI0eOVH19vfLy8nT69Gmlp6erVatWmjJlisaMGWP1eAAAAB62CSxJSk5OVnJyso4dOya3263WrVtbPRIAAEAjtgmsrVu3Nlq2f/9%2Bz3/zXYQAAKCpsE1gjR07Vg6HQ26327PM4XDI4XDIz89Pu3btsnA6AACAH9gmsC78LsKzZ8/qwIED%2Butf/6qpU6daNBUAAEBjtgms899F%2BGPt27dXWFiYZs2axcVGAQBAk2Gb62BdSkREhA4ePGj1GAAAAB622YN1sZPcT506pWXLlulXv/qVBRMBAABcnG0C62InuUvnDh1mZ2dbNBUAAEBjtgmsC09yl6QWLVooOjragmkAAAAuzTaBdf4k97q6Oh06dEjt27dvtDcLAACgKbDNSe5ut1s5OTnq1auXhg8froqKCk2fPl1paWk6c%2BaM1eMBAAB42CawVqxYoffee08ZGRkKCAiQJA0aNEibNm1Sbm6uxdMBAAD8wDaBVVBQoPT0dCUlJcnhcEiShg0bprlz53INLAAA0KTYJrAOHTqk2NjYRsu7du0ql8tlwUQAAAAXZ5vAiomJ0c6dOxst37x5s2655Zafvd7x48drxowZntu7d%2B/W6NGjFR8fr5EjR/IdhwAA4KrZJrDGjRun2bNna/ny5XK73SoqKlJOTo4WLlyosWPH/qx1rl%2B/XoWFhZ7b1dXVGj9%2BvHr27Kl169YpISFBTz31lKqrq029DAAA4ANsc5mGkSNHqr6%2BXnl5eTp9%2BrTS09PVqlUrTZkyRWPGjLnq9Z04cUILFy5Ujx49PMs%2B/PBDBQYGatq0aXI4HEpLS9PmzZu1YcMGJSUlmXw5AACgGbNNYH3wwQcaMmSIkpOTdezYMbndbrVu3fpnr2/BggUaMWKEKisrPctKS0uVmJjoOYne4XDorrvuUklJCYEFAACumG0OEc6ZM8dzMnurVq2uKa6Kioq0bds2TZw40Wu5y%2BVqdGX41q1b68iRIz/7uQAAgO%2BxzR6sjh076t///rc6d%2B58Teupra1VRkaG0tPTFRQU5HVfTU2N5xpb5wUEBKiuru6qnqOysrLRbzY6nSFGv9bH3982bQwAwGU5nc3rc802gdW1a1dNnTpVS5YsUceOHRUYGOh1f1ZW1hWtJzc3V927d1f//v0b3RcYGNgopurq6hqF2OUUFBQ0uvhpSkqKUlNTr2o9AAD4ioiIUKtHMMo2gXXgwAElJiZK0jVd92r9%2BvWqqqpSQkKCJHmCauPGjRo%2BfLiqqqq8Hl9VVXXVe56Sk5M1cOBAr2VOZ4iOH//fz577Qv7%2BfgoPDza2PgAArGTyM/LHrAo32wTWihUrjK2nvr7eczsnJ0eSNHXqVG3dulWLFy%2BW2%2B2Ww%2BGQ2%2B3W9u3bNWHChKt6jujo6EZR5nJ9r/r6hmt/AQAANEPN7TOySR/wXLhwofFrUMXExKhDhw6eP6GhoQoNDVWHDh00ZMgQfffdd5o3b57Kyso0b9481dTUaOjQoUZnAAAAzVuTDqw33nhDNTU1XsvGjx/vdWkFk8LCwvTaa6%2BpuLhYSUlJKi0tVX5%2BvkJCQq7L8wEAgOapSR8idLvdjZZt3bpVtbW1xp5j/vz5XrfvuOMOvfvuu8bWDwAAfE%2BT3oMFAABgRwQWAACAYU0%2BsM5/bQ0AAIBdNOlzsCRp7ty5XhcVPXPmjLKzsxUa6n1diyu90CgAAMD11qQDq1evXo0uKpqQkKDjx4/r%2BPHjFk0FAADw05p0YJm6uCgAAMCN1OTPwQIAALAbAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwAgsAAMAwnwyso0ePKjU1Vb1791b//v2VlZWl2tpaSVJ5ebmeeOIJ3XnnnRo2bJi%2B%2BOILi6cFAAB243OB5Xa7lZqaqpqaGq1cuVIvvviiPvvsM7300ktyu91KSUlRZGSk1q5dqxEjRmjSpEk6fPiw1WMDAAAbcVo9wI22f/9%2BlZSUaMuWLYqMjJQkpaamasGCBbrvvvtUXl6uVatWKSQkRJ06dVJRUZHWrl2ryZMnWzw5AACwC5/bgxUVFaUlS5Z44uq8U6dOqbS0VN26dVNISIhneWJiokpKSm70mAAAwMZ8bg9WeHi4%2Bvfv77nd0NCgt956S3fffbdcLpeio6O9Ht%2B6dWsdOXLkqp6jsrJSLpfLa5nTGdJo3dfC39/n2hgA0Iw5nc3rc83nAutC2dnZ2r17t9555x29%2BeabCggI8Lo/ICBAdXV1V7XOgoIC5ebmei1LSUlRamrqNc8LAEBzFBERavUIRvl0YGVnZ2vZsmV68cUXdfvttyswMFAnTpzwekxdXZ2CgoKuar3JyckaOHCg1zKnM0THj//vmmc%2Bz9/fT%2BHhwcbWBwCAlUx%2BRv6YVeHms4GVmZmpt99%2BW9nZ2Ro8eLAkqU2bNiorK/N6XFVV1VUf2ouOjm70My7X96qvb7i2oQEAaKaa22dk8zrgeYVyc3O1atUqLVq0SL/%2B9a89y%2BPj4/X111/r9OnTnmXFxcWKj4%2B3YkwAAGBTPhdY%2B/bt0yuvvKI//OEPSkxMlMvl8vzp3bu3br75Zs2cOVN79%2B5Vfn6%2BduzYoVGjRlk9NgAAsBGfO0T4ySef6OzZs8rLy1NeXp7Xfd9%2B%2B61eeeUVpaWlKSkpSR06dNDLL7%2Bstm3bWjQtAACwI4fb7XZbPYQvcLm%2BN7o%2Bp9NPERGh6pm2weh6AQCwwkdT%2Bl2X9UZFtbwu670cnztECAAAcL0RWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIYRWAAAAIY5rR6gOaqsrJTL5fJa5nSGKDo62thz%2BPvTxgCA5sPpbF6fawTWdVBQUKDc3FyvZZMmTdLkyZONPUdlZaWWLVuiD59JNhpuuDqVlZUqKChQcjLbwUpsh6aDbdE0sB2s17xysYlITk7WunXrvP4kJycbfQ6Xy6Xc3NxGe8pwY7Edmga2Q9PBtmga2A7WYw/WdRAdHc2/GAAA8GHswQIAADCMwAIAADDMf9asWbOsHgI/T2hoqHr37q3Q0FCrR/FpbIemge3QdLAtmga2g7UcbrfbbfUQAAAAzQmHCAEAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsAAAl1VXV6fZs2erV69euueee7Ro0SKd/yX03bt3a/To0YqPj9fIkSO1a9cur5/94IMPNGjQIMXHxyslJUXHjh2z4iUANxSBBQC4rLlz5%2BrLL7/U66%2B/rhdeeEGrV69WQUGBqqurNX78ePXs2VPr1q1TQkKCnnrqKVVXV0uSduzYobS0NE2aNEkFBQX67rvvNHPmTItfDXD9cR0sAMBPOnHihPr166c33nhDvXv3liTl5%2BfrwIEDSkxMVF5enjZt2iSHwyG3263BgwdrwoQJSkpK0rRp0%2BTn56f58%2BdLkioqKjRgwAD985//1C233GLlywKuK/Zg2VBtba2ee%2B459ezZU/fee6%2BWLl1q9Ug%2B6ejRo0pNTVXv3r3Vv39/ZWVlqba2VpJUXl6uJ554QnfeeaeGDRumL774wutnv/zySw0fPlzx8fF6/PHHVV5ebsVLsJ3x48drxowZntscmroxiouLFRYW5okr6dy2yMrKUmlpqRITE%2BVwOCRJDodDd911l0pKSiRJpaWl6tmzp%2Bfnbr75ZrVt21alpaU39kU0I7W1tcrMzFTfvn3Vt29fpaene/YY/hjvf2sRWDa0cOFC7dq1S8uWLVNGRoZyc3O1YcMGq8fyKW63W6mpqaqpqdHKlSv14osv6rPPPtNLL70kt9utlJQURUZGau3atRoxYoQmTZqkw4cPS5IOHz6slJQUJSUl6Z133lGrVq00ceJEsTP5p61fv16FhYWe2xyaunHKy8sVExOjf/zjHxoyZIgeeOABvfzyy2poaJDL5VJ0dLTX41u3bq0jR45IkiorK3/yfly93NxcffXVV8rPz9drr72mbdu2adGiRV6P4f1vPafVA%2BDqVFdXa82aNVq8eLHi4uIUFxenvXv3auXKlRoyZIjV4/mM/fv3q6SkRFu2bFFkZKQkKTU1VQsWLNB9992n8vJyrVq1SiEhIerUqZOKioq0du1aTZ48WWvWrFH37t31u9/9TpKUlZWlfv366auvvlKfPn2sfFlN1okTJ7Rw4UL16NHDs%2BzDDz9UYGCgpk2bJofDobS0NG3evFkbNmxQUlKS3nrrLQ0dOlSPPvqopHP/MBkwYIDKy8s5NHWVqqurdfDgQa1atUpZWVlyuVxKT09XcHCwampqFBAQ4PX4gIAA1dXVSZJOnz79k/fj6hUWFio5Odnz/8OYMWNUUFDg9Rje/9ZjD5bN7NmzR/X19UpISPAsS0xMVGlpqRoaGiyczLdERUVpyZIlnrg679SpUyotLVW3bt0UEhLiWZ6YmHjJQybBwcGKi4vz3I/GFixYoBEjRqhz586eZRyaunGcTqdOnTqlF154QQkJCXrooYc0YcIEFRQUKDAwsFEs1dXVKSgoSJIueX9wcPANm7%2B5uemmm7Rx40adPHlSJ0%2Be1Mcff6zY2Fivx/D%2Btx6BZTMul0sRERFe/yKMjIxUbW2tTpw4YeFkviU8PFz9%2B/f33G5oaNBbb72lu%2B%2B%2B%2B7KHTC53P7wVFRVp27ZtmjhxotdyDk3dOFFRUQoMDFRMTIxn2a233qqKigq1adNGVVVVXo%2Bvqqry/N1f6v6oqKjrP3gzNW3aNB06dEh9%2BvRRnz59dPLkSWVkZHg9hve/9Qgsm7nU7nhJ7HK3UHZ2tnbv3q1nn332sodMLnc/flBbW6uMjAylp6d79oicx6GpGyc%2BPl61tbU6cOCAZ9n%2B/fsVExOj%2BPh4/etf//KcQ%2Bh2u7V9%2B3bFx8d7fra4uNjzcxUVFaqoqPDcj6v3n//8RzfffLOWLVum119/XbW1tZ7f0jyP97/1CCybudTudkmNPoBwY2RnZ2vZsmXKzs7W7bffziETg3Jzc9W9e3evvYXn8fd849x22226//77NXPmTO3Zs0eff/658vPzNWbMGA0ZMkTfffed5s2bp7KyMs2bN081NTUaOnSopHPnB7333ntas2aN9uzZo2nTpun%2B%2B%2B/nPKCf6dSpU0pLS9P06dPVp08f9evXT88//7zWrl2ryspKz%2BN4/1uPk9xtpk2bNjp%2B/Ljq6%2BvldJ7bfC6XS0FBQQoPD7d4Ot%2BTmZmpt99%2BW9nZ2Ro8eLCkc9uorKzM63FXcsjkwnMocO43B6uqqjznHJ7/wNi4caOGDx/OoakbKCcnR5mZmRozZoyCg4P12GOPaezYsXI4HHrttdeUkZGh1atXq0uXLsrPz/ecg5iQkKA5c%2Bbob3/7m06ePKl%2B/fopMzPT4ldjX/v371d1dbW6du3qWdatWzc1NDToyJEjvP%2BbEALLZmJjY%2BV0OlVSUuI5gbG4uFg9evSQnx87JG%2Bk3NxcrVq1SosWLfL6Dc74%2BHjl5%2Bfr9OnTnr0pxcXFSkxM9Nz/40MmNTU12r17tyZNmnRjX4ANrFixQvX19Z7bOTk5kqSpU6dq69atWrx4sdxut%2BcCl9u3b9eECRMk/fD3nJSUJIlDU9eqZcuWWrhw4UXvu%2BOOO/Tuu%2B9e8meTkpI82wHX5nxAlZWVKS4uTtK56JKkdu3aeR7H%2B996/rNmzZpl9RC4ci1atFBFRYXefvttde/eXTt37lR2drb%2B9Kc/qVOnTlaP5zP27dunP/7xjxo/frwGDx6s6upqz5/OnTvrgw8%2BUElJiTp16qS1a9dq/fr1mjdvnlq2bKl27dopJydH/v7%2BCg8PV1ZWls6ePaupU6d6fiMO54SHh%2Bumm27y/Nm8ebMCAgI0atQotW/fXkuWLNGRI0fUtm1b5eXlac%2BePZozZ45atGihyMhIZWVlKSoqSv7%2B/kpPT9ftt9%2Buxx57zOqXBfxsYWFhKi0t1Ycffqi4uDgdPXpU6enp6t27t%2BeSDJJ4/zcBfFWODdXU1GjWrFn6%2BOOPFRYWpnHjxumJJ56weiyfkp%2BfrxdeeOGi93377bc6ePCg0tLSVFpaqg4dOui5557TPffc43lMYWGhnn/%2BeR05ckQJCQmLS2AsAAAArklEQVTKzMzknJQrcP4q7udP6N2xY4cyMjK0b98%2BdenSRbNnz1a3bt08j1%2B3bl2jQ1MRERGWzA6YcvLkSc2fP1%2BFhYVyOBx64IEHNH36dIWGhno9jve/tQgsAAAAwzhpBwAAwDACCwAAwDACCwAAwDACCwAAwDACCwAAwDACCwAAwDACCwAAwDACCwAAwDACCwAAwDACCwAAwDACCwAAwDACCwAAwDACCwAAwLD/Bx8tVc8e8zybAAAAAElFTkSuQmCC\"/>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\" id=\"common7016245205937240601\">\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">891</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">293</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">304</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">303</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">302</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">301</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">300</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">299</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">298</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">297</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"other\">\n",
       "        <td class=\"fillremaining\">Other values (881)</td>\n",
       "        <td class=\"number\">881</td>\n",
       "        <td class=\"number\">98.9%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\"  id=\"extreme7016245205937240601\">\n",
       "            <p class=\"h4\">Minimum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">1</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">2</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">3</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">4</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">5</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "            <p class=\"h4\">Maximum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">887</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">888</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">889</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">890</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">891</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_Pclass\">Pclass<br/>\n",
       "            <small>Numeric</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-6\">\n",
       "    <div class=\"row\">\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "                <tr>\n",
       "                    <th>Distinct count</th>\n",
       "                    <td>3</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Unique (%)</th>\n",
       "                    <td>0.3%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Missing (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Missing (n)</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (n)</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "\n",
       "        </div>\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "\n",
       "                <tr>\n",
       "                    <th>Mean</th>\n",
       "                    <td>2.3086</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Minimum</th>\n",
       "                    <td>1</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Maximum</th>\n",
       "                    <td>3</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Zeros (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "<div class=\"col-md-3 collapse in\" id=\"minihistogram3708081500259184807\">\n",
       "    <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAMgAAABLCAYAAAA1fMjoAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAAQtJREFUeJzt3MEJAkEQAEEVQzIIc/JtTgZhTmMC0qAgt5xV/4X5NDOvPc7MHIC3TlsPACs7bz0A%2B3W5PT5%2B87xffzDJ92wQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCMv9rLiH3/jYDxsEgkAgLHdi/Tsn5lpsEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIx5mZrYeAVdkgEAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBAEAkEgEF7/3RGT0dEIxAAAAABJRU5ErkJggg%3D%3D\">\n",
       "\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#descriptives3708081500259184807,#minihistogram3708081500259184807\"\n",
       "       aria-expanded=\"false\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"row collapse col-md-12\" id=\"descriptives3708081500259184807\">\n",
       "    <ul class=\"nav nav-tabs\" role=\"tablist\">\n",
       "        <li role=\"presentation\" class=\"active\"><a href=\"#quantiles3708081500259184807\"\n",
       "                                                  aria-controls=\"quantiles3708081500259184807\" role=\"tab\"\n",
       "                                                  data-toggle=\"tab\">Statistics</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#histogram3708081500259184807\" aria-controls=\"histogram3708081500259184807\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Histogram</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#common3708081500259184807\" aria-controls=\"common3708081500259184807\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Common Values</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#extreme3708081500259184807\" aria-controls=\"extreme3708081500259184807\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Extreme Values</a></li>\n",
       "\n",
       "    </ul>\n",
       "\n",
       "    <div class=\"tab-content\">\n",
       "        <div role=\"tabpanel\" class=\"tab-pane active row\" id=\"quantiles3708081500259184807\">\n",
       "            <div class=\"col-md-4 col-md-offset-1\">\n",
       "                <p class=\"h4\">Quantile statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Minimum</th>\n",
       "                        <td>1</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>5-th percentile</th>\n",
       "                        <td>1</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q1</th>\n",
       "                        <td>2</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Median</th>\n",
       "                        <td>3</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q3</th>\n",
       "                        <td>3</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>95-th percentile</th>\n",
       "                        <td>3</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Maximum</th>\n",
       "                        <td>3</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Range</th>\n",
       "                        <td>2</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Interquartile range</th>\n",
       "                        <td>1</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "            <div class=\"col-md-4 col-md-offset-2\">\n",
       "                <p class=\"h4\">Descriptive statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Standard deviation</th>\n",
       "                        <td>0.83607</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Coef of variation</th>\n",
       "                        <td>0.36215</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Kurtosis</th>\n",
       "                        <td>-1.28</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Mean</th>\n",
       "                        <td>2.3086</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>MAD</th>\n",
       "                        <td>0.76197</td>\n",
       "                    </tr>\n",
       "                    <tr class=\"\">\n",
       "                        <th>Skewness</th>\n",
       "                        <td>-0.63055</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Sum</th>\n",
       "                        <td>2057</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Variance</th>\n",
       "                        <td>0.69902</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Memory size</th>\n",
       "                        <td>7.0 KiB</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-8 col-md-offset-2\" id=\"histogram3708081500259184807\">\n",
       "            <img 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XrR1bLfv3Nqbkk52Zzai6JbMHIqbkk52ZzUq6AKFinT5/WsGHD9Otf/1pTp06VJI0dO1aNGjXSq6%2B%2BqsaNG1d6X7GxscrPz1dpaalcrvPx3G63ateurfr161fL/D%2BVkpKi3r17ey1zueooP/%2BM1fsJCwtV/fqRKigoVFlZudV9%2B5NTc0nOzebUXBLZgpFTc0nOziapWnI1aFDX6v4qKyAK1h/%2B8AfdcMMNeuihhzzL3n//fU2bNk1z587VkiVLKr2vtm3byuVyaefOnUpOTpYkZWZmKi4u7qq9wT0mJqbCy4Fu9ymVllbPk6GsrLza9u1PTs0lOTebU3NJZAtGTs0lOTebk3IFxIudX3zxhaZPn67o6GjPsoYNG2rq1KnasmWLT/uKjIzUwIED9fTTT2vXrl3atGmTXnvtNY0cOdL22AAAABcVEGewXC6XCgoKKiwvLCys0hXd09LS9PTTT2vUqFGqV6%2BeJk6cWKlraAEAANgQEGewevTooWeffVb//Oc/PcuOHj2quXPnqnv37j7vLzIyUs8995x27NihTz/9VA8%2B%2BKDFaQEAAC4tIM5gTZs2TQ899JD69u3reSN6QUGB2rVrp7S0ND9PBwAA4JuAKFhRUVFat26d/vGPf2j//v1yuVxq1aqVbr75ZoWEhPh7PAAAAJ8ERMGSpLCwMHXv3r1KLwkCAAAEkoAoWG63Wy%2B88IK2b9%2Buc%2BfOVXhj%2B4cffuinyQAAAHwXEAXrySef1O7du3X33XfrF7/4hb/HAQAAuCIBUbC2bNmi5cuXey4MCgAAEMwC4jINderUUVRUlL/HAAAAsCIgCtaAAQO0fPlylZWV%2BXsUAACAKxYQLxGePHlSGRkZ%2Buijj9SsWTOFh4d7rV%2B5cqWfJgMAAPBdQBQsSerXr5%2B/RwAAALAiIArW3Llz/T0CAACANQHxHixJys3NVXp6uh5//HH98MMP%2BuCDD3To0CF/jwUAAOCzgChY3377rfr3769169Zp48aNOnv2rN5//30NHjxYWVlZ/h4PAADAJwFRsObNm6c%2Bffpo06ZNqlWrliRp0aJF6t27txYuXOjn6QAAAHwTEAVr%2B/bteuihh7z%2BY2eXy6Xx48drz549fpwMAADAdwFRsMrLy1VeXl5h%2BZkzZxQWFuaHiQAAAKouIApWt27d9PLLL3uVrJMnT2rBggXq0qWLHycDAADwXUAUrOnTp2v37t3q1q2biouL9eijj6pXr146duyYpk2b5u/xAAAAfBIQ18GKjY3VX//6V2VkZGjv3r0qLy/XsGHDNGDAANWrV8/f4wEAAPgkIAqWJEVGRmro0KH%2BHgMAAOCKBUTBGjly5CXX838RAgCAYBIQBev666/3ul1aWqpvv/1W%2B/bt06hRo/w0FQAAQNUERMH6uf%2BLcOnSpcrOzr7K0wAAAFyZgPgtwp8zYMAA/e1vf/P3GAAAAD4J6IK1Y8cOLjQKAACCTkC8RHixN7mfPn1a33zzje6//34/TAQAAFB1AVGwmjRp4vX/EEpSrVq1NHz4cN1zzz1%2BmgoAAKBqAqJgzZs3z98jAAAAWBMQBWvbtm2V3rZTp07VOAkAAMCVC4iCNWLECM9LhMYYz/KfLgsJCdHevXuv/oAAAAA%2BCIiC9dJLL%2BnZZ5/VlClT1LlzZ4WHh%2BvLL7/UrFmzdO%2B99%2Bquu%2B7y94gAAACVFhCXaZg7d66eeuop9e3bVw0aNFDdunXVpUsXzZo1S//1X/%2Bl66%2B/3vMHAAAg0AVEwcrNzb1oeapXr57y8/P9MBEAAEDVBUTB6tixoxYtWqTTp097lp08eVILFizQzTff7MfJAAAAfBcQ78H6/e9/r5EjR6pHjx5q3ry5jDE6cuSIoqOjtXLlSn%2BPBwAA4JOAKFgtW7bU%2B%2B%2B/r4yMDB08eFCS9MADD%2Bjuu%2B9WZGSkn6cDAADwTUAULEm65pprNHToUB07dkzNmjWTdP5q7gAAAMEmIN6DZYzRwoUL1alTJ/Xr10/Z2dmaNm2aZsyYoXPnzvl7PAAAAJ8ERMFatWqV1q9fr5kzZyo8PFyS1KdPH23atEnp6el%2Bng4AAMA3AVGw1qxZo6eeekqDBg3yXL39rrvu0rPPPqv33nvPz9MBAAD4JiAK1rFjx9S2bdsKy9u0aSO32%2B2HiQAAAKouIArW9ddfry%2B//LLC8k8%2B%2BcTzhncAAIBgERC/RThmzBg988wzcrvdMsbos88%2B05o1a7Rq1SpNnz7d3%2BMBAAD4JCAK1uDBg1VaWqply5apqKhITz31lBo2bKjf/e53GjZsmL/HAwAA8ElAFKyMjAzdcccdSklJ0YkTJ2SMUVRUlL/HAgAAqJKAeA/WrFmzPG9mb9iwIeUKAAAEtYA4g9W8eXPt27dPrVq18vcoQSd5xgf%2BHqHS/va7rv4eAQCAqyIgClabNm00efJkLV%2B%2BXM2bN1dERITX%2Brlz5/ppMgAAAN8FRME6fPiwkpKSJInrXgEAgKDnt4I1f/58TZgwQXXq1NGqVav8NQYAAIB1fnuT%2B%2Buvv67CwkKvZWPHjlVubq6V/efk5GjSpEnq1KmTOnXqpLlz51a4P0n6xz/%2BoX79%2Bik%2BPl4jR47U0aNHrdw/AACoufxWsIwxFZZt27ZNxcXFVvZ922236eOPP9bSpUv14IMP6o033lDHjh29tvv%2B%2B%2B%2BVmpqqQYMG6b//%2B7/VsGFDjR8//qKzAQAAVFZAXKbBtkOHDqm4uFipqanq3LmzUlNT9dxzzykmJsZru7feekvt27fX6NGj9ctf/lJz587Vd999p61bt/ppcgAA4ASOLFj16tWTJN15552eZTk5OcrNzfV6CTIrK0vJycme25GRkWrXrp127tx59YYFAACO49eCFRISUi37vfCbiBfOWJWXl2vjxo2SpOzsbK/tfnpWKyoqymsbAAAAX/n1Mg3PPvus1zWvzp07pwULFqhu3bpe2/l6HayioiJJUnh4uCRpwYIFOnDggCSppKTEs11hYaFnmwvCw8O9tqmK3NzcCpebcLnqVChzVyosLLhOQLpclZv3Qq5gy1cZTs3m1FwS2YKRU3NJzs4mOSuX3wpWp06dKpSQhIQE5efnKz8//4r2faE0lZSUaMmSJVqxYoXmzZunKVOmKDIy0rNdREREhTJVUlKi%2BvXrX9H9r1mzRunp6V7LUlNTNWnSpCvab7Br0KDu5Tf6F/XrR15%2BoyDl1GxOzSWRLRg5NZfk3GxOyuW3glWd176KjY2VJP32t7/VJ598ogULFqhDhw6SpOjoaK/t8vLyvD43Ly9Pbdu2vaL7T0lJUe/evb2WuVx1lJ9/5or2%2B1PB1vQrmz8sLFT160eqoKBQZWXl1TzV1eXUbE7NJZEtGDk1l%2BTsbJKqJZev/7i3JSCu5G7bhYK1efNm/fGPf9Qdd9yhv/71r2rSpInXy3Tx8fHKzMz03C4sLNSePXs0YcKEK7r/mJiYCi8Hut2nVFrqvCeDL3zNX1ZW7tjHzKnZnJpLIlswcmouybnZnJQruE6BVNLBgwcVFham6OholZWVacOGDUpLS1NKSorXdoMHD9b27dv1yiuvaP/%2B/UpLS1PTpk110003%2BWlyAADgBI4sWB9%2B%2BKHKysrkdrv12GOP6bHHHlN5ebkWL17stV3Tpk314osv6u2339aQIUN08uRJLV26tNp%2BuxEAANQMjnyJcOzYsRo7dmyltr311lt16623VvNEAACgJnHkGSwAAAB/omABAABYRsECAACwjIIFAABgmSPf5A4ANiXP%2BMDfI/jkb7/r6u8RgBqPM1gAAACWUbAAAAAso2ABAABYRsECAACwjIIFAABgGQULAADAMgoWAACAZRQsAAAAyyhYAAAAllGwAAAALKNgAQAAWEbBAgAAsIyCBQAAYBkFCwAAwDIKFgAAgGUULAAAAMsoWAAAAJZRsAAAACyjYAEAAFhGwQIAALCMggUAAGAZBQsAAMAyChYAAIBlFCwAAADLKFgAAACWUbAAAAAso2ABAABYRsECAACwjIIFAABgGQULAADAMgoWAACAZRQsAAAAyyhYAAAAllGwAAAALKNgAQAAWEbBAgAAsIyCBQAAYBkFCwAAwDIKFgAAgGUULAAAAMsoWAAAAJZRsAAAACyjYAEAAFhGwQIAALCMggUAAGCZYwuWMUYLFy5Uly5d1LlzZ82fP1/l5eX%2BHgsAANQALn8PUF1ef/11ZWRkKD09XaWlpZoyZYqioqI0ZswYf48GAAAczrFnsFauXKlJkyYpOTlZXbp00eTJk/XnP//Z32MBAIAawJEFKycnR8ePH1enTp08y5KSkvTdd98pNzfXj5MBAICawJEFy%2B12S5JiYmI8yxo1aiRJys7O9stMAACg5nDke7CKiookSeHh4Z5lFz4uKSmp9vvPzc31lLwLXK46XoXPhrCw4OrHLlfl5r2QK9jyVYZTszk1lxScmWr6c82puSRnZ5OclcuRBetfy1RERITnY0mKjIys9vtfs2aN0tPTvZalpqZq0qRJ1X7fgaxBg7o%2BbV%2B/fvUfK39xajan5go2PNfOc2ouybnZnJTLkQUrNjZW0vmXCps2ber5WJKio6Or/f5TUlLUu3dvr2UuVx3l55%2Bxej/B1vQrmz8sLFT160eqoKBQZWXOurSGU7M5NZcUfM8zieeaU3NJzs4mqVpy%2BfoPDlscW7CaNGmizMxMT8HKzMxUkyZNrL9MdzExMTEV7sftPqXSUuc9GXzha/6ysnLHPmZOzebUXMGG59p5Ts0lOTebk3I5smBJ0rBhw7Rw4UJdd911kqTnn39eo0eP9vNUAACgJnBswRozZox%2B%2BOEHTZgwQWFhYRoyZIgefPBBf48FAABqAMcWrLCwMKWlpSktLc3fowAAgBom%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%2B3G73UpPT69wtizYOTWX5NxsTs0lkS0YOTWX5NxsTszFS4TVICYmxjENHAAA%2BI4zWAAAAJZRsAAAACwLe/rpp5/29xCourp166pz586qW7euv0exyqm5JOdmc2ouiWzByKm5JOdmc1oufosQAADAMl4iBAAAsIyCBQAAYBkFCwAAwDIKFgAAgGUULAAAAMsoWAAAAJZRsAAAACyjYAEAAFhGwQpQJSUl6tevnz7//POf3WbPnj0aOnSo4uPjNXjwYO3evdtrfUZGhvr06aP4%2BHilpqbqxIkT1T32Zf1crp07d%2Bq%2B%2B%2B5TQkKC%2Bvbtq7feestr/T333KMbb7zR68%2B%2Bffuu5ug12osvvljh8b/xxhv161//2rNNMB2jnJwcTZo0SZ07d1b37t01d%2B5cFRcX%2B3ss63zJ%2BdFHH2nAgAFKSEhQ//799eGHH1bY5nLHOD8/XxMnTlRCQoJ69%2B6t9evX%2ByXLo48%2BWmHOzZs3e9a/8cYb6t69uxISEvTEE0%2BosLDQ2pxVUdlsI0aMuOjzMC0tTZL0448/Vlh30003WZ3Vl8fu22%2B/1ZgxY5SQkKCePXtq%2BfLlP7ttMP48uyyDgFNUVGRSU1NN69atzZYtWy66zZkzZ0zXrl3NvHnzzIEDB8zs2bPNLbfcYs6cOWOMMSYrK8t06NDBrFu3zuzdu9cMHz7cjB079mrGqODncuXm5prk5GTz/PPPm8OHD5uMjAwTFxdnNm/ebIwxprS01MTFxZm6oGZcAAAK70lEQVStW7ea3Nxcz59z5875KUnNc/r0aa/H/sCBA6Zz587mjTfeMMYE1zEqLy83v/nNb8zDDz9s9u3bZ7Zt22Zuu%2B02M2/ePH%2BPZpUvOffu3WvatWtnVqxYYY4cOWJWr15t2rVrZ/bu3evZpjLHeNy4cWbUqFHmm2%2B%2BMWvXrjXt27c3WVlZVzWLMcbcdtttZv369V5zFhcXG2OM%2BeCDD0xSUpL5n//5H5OVlWXuuusu88wzz1zxjFXlS7b8/HyvTH//%2B99Nu3btzK5du4wxxnzxxRemc%2BfOXtvk5eVZm9WXx66srMzcfvvt5vHHHzeHDx82H330kUlMTDTvvvtuhW2D8edZZVCwAsz%2B/fvNPffcY/r373/JgvXWW2%2BZ3r17m/LycmPM%2BSfpbbfdZt5%2B%2B21jjDFTpkwx06ZN82z//fffmxtvvNH885//rP4QF3GpXH/5y1/MHXfc4bX9k08%2BaR577DFjjDFHjhwxbdq0MUVFRVd1Zvy8J5980tx///2er79gOkYHDhwwrVu3Nm6327PsvffeM926dfPjVPb5knPBggVmzJgxXstGjx5tFi1a5Ll9uWP87bffmtatW5ujR496lj3xxBNe34eqypcsxcXFpm3btubQoUMX3df9999vlixZ4rm9bds206FDB3P27NkrnrMqqvr1WFpaau666y6zePFiz7K1a9ealJSUapvVl8cuJyfH/Pa3vzWnTp3yLEtNTTUzZ86ssG2w/TyrLF4iDDBbt27VTTfdpDVr1lxyu6ysLCUlJSkkJESSFBISosTERO3cudOzPjk52bN948aN1aRJE2VlZVXf8JdwqVwXTon/1OnTpyVJBw4cUOPGjRUREVHtc%2BLyDh8%2BrHfeeUfTpk3zfP0F0zGKjo7W8uXL1ahRI6/lF77enMKXnPfee68mT55cYfmpU6c8H1/uGGdlZalx48Zq2rSpZ1lSUpJ27NhR1QgevmQ5dOiQQkJC1KxZswrrysrK9OWXX3p9b%2BzYsaPOnTunr7/%2B%2BornrIqqfj2%2B8847%2BvHHH/Xv//7vnmUHDhxQ8%2BbNq2NMnx%2B7mJgYvfDCC6pXr56MMcrMzNS2bdvUuXPnCtsG28%2BzynL5ewB4u//%2B%2Byu1ndvtVqtWrbyWRUVFaf/%2B/ZKk3NxcxcTEVFifnZ1tZ1AfXSpX06ZNvb4p//DDD9qwYYMmTpwoSTp48KBq1aqlcePGaffu3fq3f/s3TZ06VR06dKj2uVHRf/7nf6pLly5ej38wHaP69eure/funtvl5eVavXq1unTp4sep7PMlZ8uWLb1u79%2B/X5999pnuu%2B8%2Bz7LLHWO3233R7zk5OTlXNcuhQ4dUr149TZ06VVu3btV1112niRMn6tZbb1VBQYGKi4u95nS5XLr22mv99r2xKl%2BPxhgtX75cI0eOVN26dT3LDx48qNLSUg0ZMkQ5OTlKTk5WWlpaheNSFVfy2PXu3Vvff/%2B9evXqpb59%2B1ZYH2w/zyqLM1hBqrCwUOHh4V7LwsPDVVJSIkkqKiq65PpAVVRUpIkTJ6pRo0ZKSUmRdP6MyY8//qihQ4fqlVdeUcuWLTVq1CgdP37cz9PWPKdPn9aGDRs0YsQIr%2BXBfIwWLFigPXv26D/%2B4z/8PUq1qmzOEydOaOLEiUpMTPT6JYbLHePLfU%2B6WlkOHTqkoqIidevWTcuXL9ett96qRx99VF9%2B%2BaWKioo8c12NOauiMsfp888/V3Z2tn7zm994LT906JBOnz6ttLQ0LV68WLm5uXrkkUdUVlZ2xXNdyWO3ZMkSvfTSS9q7d%2B9FX61w6s8zzmAFqYiIiApfXCUlJapdu/Yl10dGRl61GX115swZjR8/XkeOHNFf/vIXz6yzZ89WUVGR6tWrJ0l6%2BumntX37dq1fv16PPPKIP0eucT799FPVrl3b61/cUvAeowULFmjFihVavHixWrdu7e9xqk1lc%2Bbl5emhhx6SMUZLlixRaOj//zf45Y7x5b4nXa0s48eP14gRI3TNNddIktq0aaOvvvpKa9eu9ZSWQP3eWNnjtHHjRvXo0UPXXnut1/INGzYoJCTE85gvWbJE3bp1U1ZWlhITE69otgsvDVflsYuLi5MkFRcXa/LkyZo6dapXYXLizzOJM1hBKzY2Vnl5eV7L8vLyPKdRf259dHT0VZvRF6dPn9aYMWO0f/9%2BrVixwut9BC6Xy/NNXTr/%2BnyLFi2svPQA33z66afq1auX1w9eKTiP0ezZs/X6669rwYIFF33ZwikqmzMnJ0cPPPCASkpKtHLlSjVs2NBr/eWO8dX4nlOZLKGhoZ5ydcGFOa%2B99lpFRER4zVlaWqqTJ0/6/XujL1%2BPn376qdfZxQsiIyO9Cm1UVJSuvfZaK89DXx%2B7vLw8bdq0yWtZq1atdO7cuQrvL3Paz7MLKFhBKj4%2BXjt27JAxRtL51%2BS3b9%2Bu%2BPh4z/rMzEzP9sePH9fx48c96wNJeXm5JkyYoGPHjmnVqlX65S9/6bV%2BxIgRSk9P99r%2Bm2%2B%2BUYsWLa72qDXerl27Lvov4WA7Runp6XrzzTe1aNEi3X333f4ep9pUNufZs2f18MMPKzQ0VKtXr1ZsbGyFbS53jDt27KjvvvvO630xmZmZ6tix41XNMn36dM91oS74%2Buuv1aJFC4WGhiouLs7re%2BPOnTvlcrnUpk0bK3NWhS9fjydOnNDRo0eVlJTktfz06dPq1KmTtmzZ4lmWk5Oj/Px8K89DXx%2B7Y8eOacKECV7lbvfu3WrYsGGF8u6kn2de/PgbjLiMi10vqrCw0BhjzKlTp0yXLl3M7Nmzzf79%2B83s2bNN165dPdcN2b59u2nXrp1Zu3at57oh48aN80uOn/pprjVr1pg2bdqYzZs3e12/JT8/3xhjzGuvvWaSkpLMpk2bzMGDB83MmTPNLbfc4vXrv8EiPz/fFBQU%2BHuMSvnprOfOnTO/%2BtWvzI4dOypsG0zH6MCBA6Zt27Zm8eLFXl9vubm5xhjv51kw8yXnokWLTIcOHUxWVpbXdv96/CtzjEePHm2GDx9u9u7da9auXWvi4uKsXAfLlywbN2407dq1M%2BvWrTNHjhwxL774ounQoYPn8hEZGRkmMTHR/P3vfzdZWVnm7rvvNrNnz77iGa9GNmOM2bJli4mLi/Nc0uBfjRs3ztxzzz0mKyvL7N692wwbNsw8/PDD1mb15bErLS01gwYNMqNHjzb79%2B83H330kbnllls8185zys%2BzS6FgBbCfFpHWrVt7rgtizPmLrw0cONDExcWZIUOGmK%2B%2B%2Bsrr899%2B%2B21z6623mo4dO5rU1FRz4sSJqzb7pfw01%2BjRo03r1q0r/Bk%2BfLgx5vw1UZYtW2Z69uxp2rdvbx544AHzzTff%2BGv8KzJ8%2BHAr1wW6Gn46q9vtNq1btzYHDx6ssG0wHaOXX375ol9vrVu3NsZUfJ4FK19y9u3b96Lb/evxr8wxzsvLM%2BPGjTNxcXGmd%2B/e5r333rvqWYw5fz2o22%2B/3bRv397ce%2B%2B9ZuvWrRX2d/PNN5ukpCSTlpbm1%2Bu3%2BZptw4YNpmvXrhfd18mTJ8306dPNTTfdZBISEszkyZPNyZMnrc9b2ccuOzvbpKammsTERNO1a1ezbNkyTzF0ys%2BzSwkx5v%2BdkwMAAIAVvAcLAADAMgoWAACAZRQsAAAAyyhYAAAAllGwAAAALKNgAQAAWEbBAgAAsIyCBQAAYBkFCwAAwDIKFgAAgGUULAAAAMsoWAAAAJZRsAAAACz7v%2Brl9sEqdroVAAAAAElFTkSuQmCC\"/>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\" id=\"common3708081500259184807\">\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">3</td>\n",
       "        <td class=\"number\">491</td>\n",
       "        <td class=\"number\">55.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">1</td>\n",
       "        <td class=\"number\">216</td>\n",
       "        <td class=\"number\">24.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:44%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">2</td>\n",
       "        <td class=\"number\">184</td>\n",
       "        <td class=\"number\">20.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:38%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\"  id=\"extreme3708081500259184807\">\n",
       "            <p class=\"h4\">Minimum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">1</td>\n",
       "        <td class=\"number\">216</td>\n",
       "        <td class=\"number\">24.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:44%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">2</td>\n",
       "        <td class=\"number\">184</td>\n",
       "        <td class=\"number\">20.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:38%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">3</td>\n",
       "        <td class=\"number\">491</td>\n",
       "        <td class=\"number\">55.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "            <p class=\"h4\">Maximum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">1</td>\n",
       "        <td class=\"number\">216</td>\n",
       "        <td class=\"number\">24.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:44%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">2</td>\n",
       "        <td class=\"number\">184</td>\n",
       "        <td class=\"number\">20.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:38%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">3</td>\n",
       "        <td class=\"number\">491</td>\n",
       "        <td class=\"number\">55.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_Sex\">Sex<br/>\n",
       "            <small>Categorical</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-3\">\n",
       "    <table class=\"stats \">\n",
       "        <tr class=\"\">\n",
       "            <th>Distinct count</th>\n",
       "            <td>2</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <th>Unique (%)</th>\n",
       "            <td>0.2%</td>\n",
       "        </tr>\n",
       "        <tr class=\"ignore\">\n",
       "            <th>Missing (%)</th>\n",
       "            <td>0.0%</td>\n",
       "        </tr>\n",
       "        <tr class=\"ignore\">\n",
       "            <th>Missing (n)</th>\n",
       "            <td>0</td>\n",
       "        </tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-6 collapse in\" id=\"minifreqtable-1672082177911123894\">\n",
       "    <table class=\"mini freq\">\n",
       "        <tr class=\"\">\n",
       "    <th>male</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:100%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 64.8%\">\n",
       "            577\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr><tr class=\"\">\n",
       "    <th>female</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:54%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 35.2%\">\n",
       "            314\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#freqtable-1672082177911123894, #minifreqtable-1672082177911123894\"\n",
       "       aria-expanded=\"true\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"col-md-12 extrapadding collapse\" id=\"freqtable-1672082177911123894\">\n",
       "    \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">male</td>\n",
       "        <td class=\"number\">577</td>\n",
       "        <td class=\"number\">64.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">female</td>\n",
       "        <td class=\"number\">314</td>\n",
       "        <td class=\"number\">35.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:54%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_SibSp\">SibSp<br/>\n",
       "            <small>Numeric</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-6\">\n",
       "    <div class=\"row\">\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "                <tr>\n",
       "                    <th>Distinct count</th>\n",
       "                    <td>7</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Unique (%)</th>\n",
       "                    <td>0.8%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Missing (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Missing (n)</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (n)</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "\n",
       "        </div>\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "\n",
       "                <tr>\n",
       "                    <th>Mean</th>\n",
       "                    <td>0.52301</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Minimum</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Maximum</th>\n",
       "                    <td>8</td>\n",
       "                </tr>\n",
       "                <tr class=\"alert\">\n",
       "                    <th>Zeros (%)</th>\n",
       "                    <td>68.2%</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "<div class=\"col-md-3 collapse in\" id=\"minihistogram-2699726298987083999\">\n",
       "    <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAMgAAABLCAYAAAA1fMjoAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAAR9JREFUeJzt3cEJAjEUQMFVLMki7MmzPVmEPcW7yINd0A06cw/8Qx4hEMhhjDEW4K3j3gPAzE57D/DqfL2vXvO4XT4wCThBIAkEgkAgCASCQCAIBIJAIAgEgkAgCASCQCAIBIJAIAgEgkAgCASCQCAIBIJAIAgEgkAgCASCQCAIBIJAIAgEgkAgCASCQCAIBMJ03x9s4csEPsUJAkEgEAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBAEAuEnXvNuMesL4Fnn%2Bld/G8gWazfvtzbur8y1LPPFfhhjjL2HgFm5g0AQCASBQBAIBIFAEAgEgUAQCASBQBAIBIFAEAgEgUAQCASBQBAIBIFAEAgEgUAQCASBQBAIBIFAEAgEgUB4AgF1HZVgFOXZAAAAAElFTkSuQmCC\">\n",
       "\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#descriptives-2699726298987083999,#minihistogram-2699726298987083999\"\n",
       "       aria-expanded=\"false\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"row collapse col-md-12\" id=\"descriptives-2699726298987083999\">\n",
       "    <ul class=\"nav nav-tabs\" role=\"tablist\">\n",
       "        <li role=\"presentation\" class=\"active\"><a href=\"#quantiles-2699726298987083999\"\n",
       "                                                  aria-controls=\"quantiles-2699726298987083999\" role=\"tab\"\n",
       "                                                  data-toggle=\"tab\">Statistics</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#histogram-2699726298987083999\" aria-controls=\"histogram-2699726298987083999\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Histogram</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#common-2699726298987083999\" aria-controls=\"common-2699726298987083999\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Common Values</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#extreme-2699726298987083999\" aria-controls=\"extreme-2699726298987083999\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Extreme Values</a></li>\n",
       "\n",
       "    </ul>\n",
       "\n",
       "    <div class=\"tab-content\">\n",
       "        <div role=\"tabpanel\" class=\"tab-pane active row\" id=\"quantiles-2699726298987083999\">\n",
       "            <div class=\"col-md-4 col-md-offset-1\">\n",
       "                <p class=\"h4\">Quantile statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Minimum</th>\n",
       "                        <td>0</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>5-th percentile</th>\n",
       "                        <td>0</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q1</th>\n",
       "                        <td>0</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Median</th>\n",
       "                        <td>0</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q3</th>\n",
       "                        <td>1</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>95-th percentile</th>\n",
       "                        <td>3</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Maximum</th>\n",
       "                        <td>8</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Range</th>\n",
       "                        <td>8</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Interquartile range</th>\n",
       "                        <td>1</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "            <div class=\"col-md-4 col-md-offset-2\">\n",
       "                <p class=\"h4\">Descriptive statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Standard deviation</th>\n",
       "                        <td>1.1027</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Coef of variation</th>\n",
       "                        <td>2.1085</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Kurtosis</th>\n",
       "                        <td>17.88</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Mean</th>\n",
       "                        <td>0.52301</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>MAD</th>\n",
       "                        <td>0.71378</td>\n",
       "                    </tr>\n",
       "                    <tr class=\"\">\n",
       "                        <th>Skewness</th>\n",
       "                        <td>3.6954</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Sum</th>\n",
       "                        <td>466</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Variance</th>\n",
       "                        <td>1.216</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Memory size</th>\n",
       "                        <td>7.0 KiB</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-8 col-md-offset-2\" id=\"histogram-2699726298987083999\">\n",
       "            <img 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uSpPHjx%2Bvrr7/W0qVL1dDQIJfLpYaGBu3atUsvvPCCJCk%2BPl4FBQVKTU2VJB09elRHjx5VfHy89UEAAEDAclzB6ty5c6PHrVufPzXYpUsXtW/fXvPnz9esWbP0xBNPaM2aNaqurtbgwYMlSSNGjNBTTz2lu%2B66S3FxcZo1a5b69eunG2%2B80fIcAAAgcAXWTTzNFBERobffftt/lqqoqEh5eXkKDw%2BXJCUkJOjVV1/V4sWLNWLECF1//fXKycmxeWoAABBoHHcG62KzZ89u9LhXr17auHHjDz4/NTXVf4kQAADgavykzmABAABYwfKCVV/vjJ8OAAAA%2BCGWF6wHH3xQ8%2BfP14EDB6w%2BNAAAgCUsL1hjxozR119/rUceeURpaWlau3atzpw5Y/UYAAAALcbygnXh7RE%2B%2B%2Bwz3XvvvXr77bf1wAMP6He/%2B52%2B%2Buorq8cBAAAwzrab3G%2B55RaNGzdOmzdv1ksvvaStW7fq2WefVUpKipYvX666ujq7RgMAAGgW296moaioSB988IE%2B/fRT%2BXw%2BPfTQQ0pNTdXRo0e1aNEi/dd//ZcWLFhg13gAAABXzfKCtWTJEn344Yc6dOiQ4uLiNG7cOA0ZMkQRERH%2B57Rq1UpTp061ejQAAAAjLC9YK1eu1GOPPaZhw4bptttuu%2BRzunbtqldeecXiyQAAAMywvGD9%2Bc9/VnV1tY4fP%2B5f%2B/zzz5WcnKw2bdpIknr27KmePXtaPRoAAIARlt/k/ve//10DBgzQ6tWr/WuzZ8/WkCFD9O2331o9DgAAgHGWF6zZs2crJSVF48aN869t2bJFffv2bfJ7AwEAAAKR5QWruLhYL730kkJCQvxrwcHBSk9PV1FRkdXjAAAAGGd5wWrdurXKysqarJeXlzcqXQAAAIHK8oI1cOBATZ8%2BXTt27FBlZaUqKyv1l7/8RdOnT9dDDz1k9TgAAADGWf5ThL/73e/0v//7v/rNb34jl8vlX3/ooYc0YcIEq8cBAAAwzvKCFR4erqVLl%2BrAgQP69ttv1apVK3Xt2lU333yz1aMAAAC0CNt%2BVc6tt96qW2%2B91a7DAwAAtBjLC9aBAwf06quvateuXTp37lyT7Xv37rV6JAAAAKMsL1jTpk3TP/7xD40fP17XXXed1YcHAABocZYXrKKiIq1evVqxsbFWHxoAAMASlr9NQ9u2bdWqVSurDwsAAGAZywvWr3/9ay1YsEBnzpyx%2BtAAAACWsPwS4VdffaVvvvlGycnJat%2B%2BfZN3b9%2B6davVIwEAABhlecFKTExUYmKi1YcFAACwjOUFa8yYMVYfEgAAwFKW34MlSfv27VNWVpaeeOIJHTt2TKtWrdJf//pXO0YBAAAwzvKCVVxcrMcff1yHDx9WcXGxfD6f9u7dq1GjRik/P9/qcQAAAIyzvGC99tprGjVqlP70pz/5365h5syZevLJJ7Vo0SKrxwEAADDOljNYQ4cObbL%2B5JNPav/%2B/VaPAwAAYJzlBatVq1aXfA%2Bso0ePyuPxWD0OAACAcZYXrAEDBmjhwoU6deqUf23//v2aNWuW%2BvXrZ/U4AAAAxllesCZOnKjKykrde%2B%2B9qq6uVmpqqoYMGaLg4GBNmDDB6nEAAACMs/x9sCIiIrRmzRrt2LFDe/bsUX19vbp3766%2BffsqKMiWd40AAAAwyvKCdUGfPn3Up08fuw4PAADQYiwvWCkpKXK5XD%2B4nd9FCAAAAp3lBeuXv/xlo4JVW1ur//mf/9G2bduUmZlp9TgAAADGWV6wxo4de8n1NWvW6KuvvtLTTz9t8UQAAABmXTN3lfft21fbtm0zsq9Dhw7p2WefVUJCgvr166d33nnHyH4BAAAuh203uV9s8%2BbNat26dbP3U19fr/T0dMXFxWnjxo06dOiQfvvb3yo6OlqPPvqogUkBAAB%2B3DVxk3tlZaVOnjz5g5cPr0RFRYV69Oih7OxsRURE6Oabb1afPn1UUFBAwQIAAJaw/SZ36fyvz7nrrrvUu3fvZu8/KipKCxculCQ1NDRo165d%2BvrrrzVt2rRm7xsAAOByXDM3ubeElJQUHTlyRP3799fAgQMtOy4AAPhps7xgffDBB5f93KFDhzbrWG%2B88YYqKiqUnZ2tnJwcTZkypVn7u1zl5eXyer2N1tzucEVFRRk9TnDwNfMzCpfF7b68eS/kCrR8l8Op2ZyaSyJbIHJqLsm52ZyYy9XQ0NBg5QFTUlJUUVEhn8%2Bn8PBwtWrVSidPnpTL5dI/j%2BJyubR3714jx9y0aZPGjx%2BvXbt2KSQkxMg%2Bf8yiRYuUm5vbaC0jI6NF3ucrafIm4/tsKd/MGmT3CAAAWMLyM1gvvfSS3nvvPc2ePVt33nmnJKmsrEwTJkzQ4MGDNXLkyGbtv6KiQoWFhRowYIB/rVu3bjp37pzOnDmjdu3aNWv/lyMtLU0pKSmN1tzucB0/Xmn0OIHW9C83f3BwkCIjPTp1qlp1dfUtPJW1nJrNqbkksgUip%2BaSnJutJXO1bdv8dyi4GpYXrMWLF2v%2B/Pn%2BciVJN954o6ZMmaLRo0c3u2AdPnxYY8aMUX5%2BvqKjoyVJxcXFateunSXlSjp/o/3FlwO93tOqrXXOF8PVuNL8dXX1jv2cOTWbU3NJZAtETs0lOTebk3JZfgrk5MmT8ng8TdbPnTunqqqqZu8/Li5OsbGxmjRpkkpLS5Wfn6958%2BbphRdeaPa%2BAQAALoflBatPnz6aPn26ysrK/Gv79%2B/Xq6%2B%2BqoceeqjZ%2Bw8ODtaSJUvk8XiUlpamyZMn66mnnmr2mTEAAIDLZfklwqlTp2rUqFF6%2BOGHFRkZqYaGBp0%2BfVrx8fGaPHmykWNER0c3uckcAADAKpYXrOjoaH344Yf68ssvVVpaKknq2bOn%2BvTpY/UoAAAALcKW30Xodrt12223KSgoSPfcc48qK83%2BdB0AAICdLC9YPp9PEydO1GeffaagoCBt3rxZc%2BbMUWVlpRYtWqSIiAirRwIAADDK8pvc33zzTe3bt08rVqxQaGioJOmpp57SoUOH9Nprr1k9DgAAgHGWF6xPPvlEv//97xv9YufevXtr1qxZ2rp1q9XjAAAAGGd5wTp27JhuuummJuudOnXSyZMnrR4HAADAOMsLVteuXbVjx44m65988om6detm9TgAAADGWX6T%2B9ixYzVu3DiVlpaqrq5OGzdu1MGDB7V582a9/vrrVo8DAABgnOVnsPr376833nhDxcXFCg4O1rvvvquysjK9/vrrGjhwoNXjAAAAGGfL%2B2A9%2BOCDevDBB%2B04NAAAQIuz/AwWAACA01GwAAAADKNgAQAAGEbBAgAAMMzygsUvdgYAAE5necEaOnSo/vu//9vqwwIAAFjG8oJVXV0tj8dj9WEBAAAsY/n7YI0cOVJjxozRk08%2BqZtuuklhYWGNtt9zzz1WjwQAAGCU5QVrwYIFkqQZM2Y02eZyubR3716rRwIAADDK8oK1detWqw8JAABgKcsLVufOna0%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%2Bu9995TSEhIo%2B0hISHy%2BXySpOrqaoWEhKi8vFxer1eSVFVVJZ/Pp%2B%2B/r2hSvporOJh%2B3JLcbvOf3wuvmdNeO6fmksgWiJyaS3JuNifmomD9iHnz5mnFihV6/fXX1b17d4WGhurEiRONnuPz%2BRQWFiZJCg0Nlc/n09q1a5Wbm9voeXfccYcyMzMtmx3N17Zt6xbbd2Skp8X2bSen5pLIFoicmktybjYn5aJg/YAZM2Zo9erVmjdvngYOHChJio6OVmlpaaPnVVT8vzNT0dHRqqioUFpamlJSUiRJU6ZMUUJCggYOfFTHj1candFJTf9aZPr1ks6/ZpGRHp06Va26unrj%2B7eLU3NJZAtETs0lOTdbS%2BZqyW%2BWfwwF6xJyc3O1Zs0aLViwQIMGDfKvx8fHKy8vT2fPnvWftSooKFBiYqJ/e0FBgcaOHauoqChVV1fr0KFDmjhxotq166DaWud8MfwUtOTrVVdX78i/D07NJZEtEDk1l%2BTcbE7KxSmQi%2Bzfv19LlizR888/r8TERHm9Xv9HcnKyOnXqpKysLJWUlCgvL0%2B7d%2B/W8OHDJUnDhg3Trl27lJeXp5KSEmVlZemGG25Q7969bU4FAACsRMG6yNatW1VXV6c333xTDzzwQKOP4OBgLVmyRF6vV6mpqfroo4%2B0ePFixcTESJJuuOEGLVq0SOvXr9fw4cN14sQJLV68WC6Xy%2BZUAADASlwivEh6errS09N/cHuXLl20cuXKH9z%2Bs5/9TD/72c9aYjQAABAgOIMFAABgGAULAADAMAoWAACAYRQsAAAAwyhYAAAAhlGwAAAADKNgAQAAGEbBAgAAMIyCBQAAYBgFCwAAwDAKFgAAgGEULAAAAMMoWAAAAIZRsAAAAAyjYAEAABhGwQIAADCMggUAAGAYBQsAAMAwChYAAIBhFCwAAADDKFgAAACGUbAAAAAMo2ABAAAYRsECAAAwjIIFAABgGAULAADAMAoWAACAYRQsAAAAwyhYAAAAhlGwAAAADKNgAQAAGEbBAgAAMIyCBQAAYBgFCwAAwDAKFgAAgGEULAAAAMMoWAAAAIZRsAAAAAyjYF1CTU2NJk2apKSkJD3wwANatmxZo%2B1lZWV65plndNddd%2BmRRx7R9u3bbZoUAABciyhYlzB37lwVFxdrxYoVmjZtmnJzc7Vp0yZJUkNDgzIyMtShQwetX79ev/jFLzRmzBgdOXLE5qkBAMC1wm33ANeaqqoqrVu3TkuXLlVsbKxiY2NVUlKiVatWadCgQfrLX/6isrIyrVmzRuHh4eratat27Nih9evXa%2BzYsXaPDwAArgGcwbrIvn37VFtbq4SEBP9aYmKiioqKVF9fr6KiIvXs2VPh4eGNthcWFtoxLgAAuAZRsC7i9XrVtm1bhYSE%2BNc6dOigmpoanThxQl6vV1FRUY3%2BTPv27fXdd99ZPSoAALhGcYnwItXV1Y3KlST/Y5/P94PbfT6f/3F5ebm8Xm%2Bj57jd4U2KWXMFB9OPW5Lbbf7ze%2BE1c9pr59RcEtkCkVNzSc7N5sRcFKyLhIaGNipLkvyPw8LCFBoaqhMnTjTZHhYW5n%2B8du1a5ebmNnpORkaGMjMzW2hqtIS2bVu32L4jIz0ttm87OTWXRLZA5NRcknOzOSkXBesi0dHROn78uGpra%2BV2n//0eL1ehYWFKTIyUtHR0SotLW30ZyoqKhqdnUpLS1NKSkqj57jd4Tp%2BvNLorE5q%2Btci06%2BXdP41i4z06NSpatXV1Rvfv12cmksiWyByai7JudlaMldLfrP8YyhYF%2BnRo4fcbrcKCwuVlJQkSSooKFBcXJyCgoIUHx%2BvvLw8nT171n/WqqCgQImJif59REVFNbkc6PWeVm2tc74Yfgpa8vWqq6t35N8Hp%2BaSyBaInJpLcm42J%2BXiFMhFPB6Phg4dquzsbO3evVtffPGFli1bppEjR0qSkpOT1alTJ2VlZamkpER5eXnavXu3hg8fbvPkAADgWkHBuoSsrCzFxsbq6aef1vTp0zV27Fg9/PDDkqTg4GAtWbJEXq9Xqamp%2Buijj7R48WLFxMTYPDUAALhWcInwEjwej%2BbMmaM5c%2BZccnuXLl20cuVKi6cCAACBgjNYAAAAhlGwAABqLy3WAAAL3UlEQVQADKNgAQAAGEbBAgAAMIyCBQAAYBgFCwAAwDAKFgAAgGEULAAAAMMoWAAAAIZRsAAAAAyjYAEAABhGwQIAADCMggUAAGAYBQsAAMAwChYAAIBhFCwAAADDKFgAAACGUbAAAAAMo2ABAAAYRsECAAAwjIIFAABgGAULAADAMAoWAACAYRQsAAAAwyhYAAAAhlGwAAAADKNgAQAAGEbBAgAAMIyCBQAAYBgFCwAAwDC33QMA16rBC7%2B0e4Qr8tnL99s9AgDg/%2BIMFgAAgGEULAAAAMMoWAAAAIZRsAAAAAzjJncA%2BBeSJm%2Bye4Qrwg88APajYAEOEUg/9UgBAOB0AX%2BJsKamRpMmTVJSUpIeeOABLVu2zO6RAADAT1zAn8GaO3euiouLtWLFCh05ckQTJ05UTEyMBg0aZPdoAADgJyqgC1ZVVZXWrVunpUuXKjY2VrGxsSopKdGqVasoWAAAwDYBXbD27dun2tpaJSQk%2BNcSExP11ltvqb6%2BXkFBAX8FFACAqxZI92Z%2BM8tZJ0YCumB5vV61bdtWISEh/rUOHTqopqZGJ06cULt27WycDgDsEUj/qfIDD3CqgD7FU11d3ahcSfI/9vl8dowEAAAQ2GewQkNDmxSpC4/DwsLsGEmSVF5eLq/X22jN7Q5XVFSU0eMEBwd0P8ZPmNsdOH93%2BTprWS3xd%2BHCa%2BbE187J2SRn5QroghUdHa3jx4%2BrtrZWbvf5KF6vV2FhYYqMjLRtrrVr1yo3N7fR2pgxYzR27FijxykvL9fT/6dEaWlpxsubncrLy7V27VrH5ZKcm82puSTnfp1Jzn3dysvLtWLFO47LJV15tkC5r6m8vFyLFi1y1GsW0FWxR48ecrvdKiws9K8VFBQoLi7O1hvc09LStGHDhkYfaWlpxo/j9XqVm5vb5GxZoHNqLsm52ZyaSyJbIHJqLsm52ZyYK6DPYHk8Hg0dOlTZ2dn6wx/%2BoPLyci1btkw5OTm2zhUVFeWYBg4AAK5cQBcsScrKylJ2draefvppRUREaOzYsXr44YftHgsAAPyEBXzB8ng8mjNnjubMmWP3KAAAAJKk4Ozs7Gy7h8DVa926tZKTk9W6dWu7RzHKqbkk52Zzai6JbIHIqbkk52ZzWi5XQ0NDg91DAAAAOElA/xQhAADAtYiCBQAAYBgFCwAAwDAKFgAAgGEULAAAAMMoWAAAwDZHjx7V6NGjdffddyslJUXvvfee3SMZEfBvNAoAAALXyy%2B/rJiYGG3YsEGlpaUaP368OnfurIceesju0ZqFM1gAAMAWJ0%2BeVGFhoV588UXdfPPNGjBggPr27asdO3bYPVqzUbACVE1NjSZNmqSkpCQ98MADWrZsmd0j4UccO3ZMmZmZSk5OVt%2B%2BfZWTk6Oamhq7xzLi0KFDevbZZ5WQkKB%2B/frpnXfesXukFnP48GElJCRo586ddo/SLFu2bNHtt9/e6CMzM9PusYzw%2BXyaPn267rnnHt13331asGCBnPJ%2B2jt37mzyul34OHLkiN3jXZWwsDB5PB5t2LBB586d04EDB7Rr1y716NHD7tGajUuEAWru3LkqLi7WihUrdOTIEU2cOFExMTEaNGiQ3aPhIg0NDcrMzFRkZKRWrVqlkydPatKkSQoKCtLEiRPtHq9Z6uvrlZ6erri4OG3cuFGHDh3Sb3/7W0VHR%2BvRRx%2B1ezzjsrOzVVVVZfcYzVZaWqr%2B/ftrxowZ/rXQ0FAbJzJn5syZ2rlzp959911VVlZq3LhxiomJ0RNPPGH3aM2WkJCg7du3N1p7%2BeWX1aZNG8XExNg0VfOEhoZq6tSpmjFjhv74xz%2Bqrq5Oqampevzxx%2B0erdkoWAGoqqpK69at09KlSxUbG6vY2FiVlJRo1apVFKxr0IEDB1RYWKgvv/xSHTp0kCRlZmZqzpw5AV%2BwKioq1KNHD2VnZysiIkI333yz%2BvTpo4KCAscVrI8%2B%2BkiVlZV2j2HE/v371b17d3Xs2NHuUYw6ceKE1q9fr%2BXLl6tXr16SpFGjRqmoqMgRBSskJKTRa/bxxx/r22%2B/1ebNm22cqvn279%2Bv/v376ze/%2BY1KSko0Y8YM9enTR4899pjdozULBSsA7du3T7W1tUpISPCvJSYm6q233lJ9fb2Cgrjyey3p2LGj3nnnHX%2B5uuDMmTM2TWROVFSUFi5cKOn8mbpdu3bp66%2B/1rRp02yezKzjx49r3rx5WrZsmYYMGWL3OM22f/9%2B3XfffXaPYVxBQYEiIiKUnJzsX0tPT7dxopZz7tw5LVy4UC%2B88ILatWtn9zhXbceOHXr//feVn5%2BvsLAwxcXF6dixY3rzzTcDvmDxP3EA8nq9atu2rUJCQvxrHTp0UE1NjU6cOGHjZLiUyMhI9e3b1/%2B4vr5eK1eu1L333mvjVOalpKToV7/6lRISEjRw4EC7xzFq9uzZ%2BuUvf6nbbrvN7lGaraGhQQcPHtT27ds1cOBADRgwQK%2B99pp8Pp/dozVbWVmZOnfurA8%2B%2BECDBg3Sz3/%2Bcy1evFj19fV2j2bcZ599ptOnT%2BvJJ5%2B0e5RmKS4uVpcuXRQWFuZf69mzZ8DeU/bPOIMVgKqrqxuVK0n%2Bx074R9Lp5s2bpz179uj999%2B3exSj3njjDVVUVCg7O1s5OTmaMmWK3SMZ8dVXX6mgoEAff/yx3aMYceTIEf%2B/IQsXLtThw4c1c%2BZMnT17NuBfs6qqKh06dEhr1qxRTk6OvF6vpk6dKo/Ho1GjRtk9nlH//u//ruHDhzcqJoEoKipKhw4dks/n8/8/duDAAd1www02T9Z8FKwAFBoa2qRIXXgc6F9sTjdv3jytWLFCr7/%2Burp37273OEbFxcVJOv8TruPHj9eECROafCMQaM6ePaupU6dq2rRpjvna6ty5s3bu3Knrr79eLpdLPXr0UH19vV555RVlZWUpODjY7hGvmtvt1pkzZzR//nx17txZ0vlCuXr1akcVrH/84x/65ptv9Pvf/97uUZotJSVF8%2BbN05QpU/Tiiy/q4MGDeuuttzRu3Di7R2s2LhEGoOjoaB0/fly1tbX%2BNa/Xq7CwMEVGRto4GX7MjBkztHz5cs2bN88xl9AqKir0xRdfNFrr1q2bzp0754h7zHbv3q2ysjJlZmYqISHBf9/j888/r6lTp9o83dVr06aNXC6X/3HXrl1VU1OjkydP2jhV83Xs2FGhoaH%2BciVJt9xyi44ePWrjVOZt27ZNN9xwg26//Xa7R2m26667Tu%2B99568Xq%2BGDx%2BunJwcvfjii0pLS7N7tGbjDFYA6tGjh9xutwoLC5WUlCTp/M2dcXFx3OB%2BjcrNzdWaNWu0YMECR/2k5%2BHDhzVmzBjl5%2BcrOjpa0vl7Ktq1axfQN95e0KtXL33%2B%2BeeN1h5%2B%2BGHNnDlT999/v01TNc%2B2bds0fvx4/ed//qc8Ho8kae/evWrTpk3Av2bx8fGqqanRwYMHdcstt0g6f7npnwuXE%2BzevVt333233WMY061bNy1fvtzuMYzjf%2BMA5PF4NHToUGVnZ2v37t364osvtGzZMo0cOdLu0XAJ%2B/fv15IlS/T8888rMTFRXq/X/xHo4uLiFBsbq0mTJqm0tFT5%2BfmaN2%2BeXnjhBbtHMyIsLExdunRp9CGdP4vcvn17m6e7OgkJCQoNDdWUKVN04MAB5efna%2B7cuXruuefsHq3Zbr31VvXr109ZWVnat2%2Bftm3bpry8PI0YMcLu0YwqKSlRt27d7B4D/4KrwSlvcfsTU11drezsbH3%2B%2BeeKiIjQs88%2Bq2eeecbusXAJeXl5mj9//iW3/f3vf7d4GvOOHTumGTNmaMeOHfJ4PPr1r3%2Bt0aNHN7oE5SS33367/vjHP6p37952j3LVSkpK9Ic//EGFhYVq3bq1nnjiCWVkZDjiNTt9%2BrRmzJihLVu2yOPx6Fe/%2BpVjsl0wePBgPf300454by8no2ABAAAYxiVCAAAAwyhYAAAAhlGwAAAADKNgAQAAGEbBAgAAMIyCBQAAYBgFCwAAwDAKFgAAgGEULAAAAMMoWAAAAIZRsAAAAAyjYAEAABhGwQIAADDs/wcPx/EmZWqW3gAAAABJRU5ErkJggg%3D%3D\"/>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\" id=\"common-2699726298987083999\">\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">0</td>\n",
       "        <td class=\"number\">608</td>\n",
       "        <td class=\"number\">68.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">1</td>\n",
       "        <td class=\"number\">209</td>\n",
       "        <td class=\"number\">23.5%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:35%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">2</td>\n",
       "        <td class=\"number\">28</td>\n",
       "        <td class=\"number\">3.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:5%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">4</td>\n",
       "        <td class=\"number\">18</td>\n",
       "        <td class=\"number\">2.0%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">3</td>\n",
       "        <td class=\"number\">16</td>\n",
       "        <td class=\"number\">1.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">8</td>\n",
       "        <td class=\"number\">7</td>\n",
       "        <td class=\"number\">0.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">5</td>\n",
       "        <td class=\"number\">5</td>\n",
       "        <td class=\"number\">0.6%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\"  id=\"extreme-2699726298987083999\">\n",
       "            <p class=\"h4\">Minimum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">0</td>\n",
       "        <td class=\"number\">608</td>\n",
       "        <td class=\"number\">68.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">1</td>\n",
       "        <td class=\"number\">209</td>\n",
       "        <td class=\"number\">23.5%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:35%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">2</td>\n",
       "        <td class=\"number\">28</td>\n",
       "        <td class=\"number\">3.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:5%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">3</td>\n",
       "        <td class=\"number\">16</td>\n",
       "        <td class=\"number\">1.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">4</td>\n",
       "        <td class=\"number\">18</td>\n",
       "        <td class=\"number\">2.0%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "            <p class=\"h4\">Maximum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">2</td>\n",
       "        <td class=\"number\">28</td>\n",
       "        <td class=\"number\">3.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">3</td>\n",
       "        <td class=\"number\">16</td>\n",
       "        <td class=\"number\">1.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:57%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">4</td>\n",
       "        <td class=\"number\">18</td>\n",
       "        <td class=\"number\">2.0%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:64%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">5</td>\n",
       "        <td class=\"number\">5</td>\n",
       "        <td class=\"number\">0.6%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:18%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">8</td>\n",
       "        <td class=\"number\">7</td>\n",
       "        <td class=\"number\">0.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:25%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_Survived\">Survived<br/>\n",
       "            <small>Boolean</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-6\">\n",
       "    <div class=\"row\">\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "                <tr class=\"\">\n",
       "                    <th>Distinct count</th>\n",
       "                    <td>2</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Unique (%)</th>\n",
       "                    <td>0.2%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Missing (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Missing (n)</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "        </div>\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "                <tr>\n",
       "                    <th>Mean</th>\n",
       "                    <td>0.38384</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "<div class=\"col-md-3 collapse in\" id=\"minifreqtable-7301428120816804797\">\n",
       "    <table class=\"mini freq\">\n",
       "        <tr class=\"\">\n",
       "    <th>0</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:100%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 61.6%\">\n",
       "            549\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr><tr class=\"\">\n",
       "    <th>1</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:62%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 38.4%\">\n",
       "            342\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#freqtable-7301428120816804797, #minifreqtable-7301428120816804797\"\n",
       "        aria-expanded=\"true\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"col-md-12 extrapadding collapse\" id=\"freqtable-7301428120816804797\">\n",
       "    \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">0</td>\n",
       "        <td class=\"number\">549</td>\n",
       "        <td class=\"number\">61.6%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">1</td>\n",
       "        <td class=\"number\">342</td>\n",
       "        <td class=\"number\">38.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:62%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_Ticket\">Ticket<br/>\n",
       "            <small>Categorical</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-3\">\n",
       "    <table class=\"stats \">\n",
       "        <tr class=\"alert\">\n",
       "            <th>Distinct count</th>\n",
       "            <td>681</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <th>Unique (%)</th>\n",
       "            <td>76.4%</td>\n",
       "        </tr>\n",
       "        <tr class=\"ignore\">\n",
       "            <th>Missing (%)</th>\n",
       "            <td>0.0%</td>\n",
       "        </tr>\n",
       "        <tr class=\"ignore\">\n",
       "            <th>Missing (n)</th>\n",
       "            <td>0</td>\n",
       "        </tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-6 collapse in\" id=\"minifreqtable4441160813167358621\">\n",
       "    <table class=\"mini freq\">\n",
       "        <tr class=\"\">\n",
       "    <th>1601</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:1%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 0.8%\">\n",
       "            &nbsp;\n",
       "        </div>\n",
       "        7\n",
       "    </td>\n",
       "</tr><tr class=\"\">\n",
       "    <th>CA. 2343</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:1%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 0.8%\">\n",
       "            &nbsp;\n",
       "        </div>\n",
       "        7\n",
       "    </td>\n",
       "</tr><tr class=\"\">\n",
       "    <th>347082</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:1%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 0.8%\">\n",
       "            &nbsp;\n",
       "        </div>\n",
       "        7\n",
       "    </td>\n",
       "</tr><tr class=\"other\">\n",
       "    <th>Other values (678)</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:100%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 97.6%\">\n",
       "            870\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#freqtable4441160813167358621, #minifreqtable4441160813167358621\"\n",
       "       aria-expanded=\"true\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"col-md-12 extrapadding collapse\" id=\"freqtable4441160813167358621\">\n",
       "    \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">1601</td>\n",
       "        <td class=\"number\">7</td>\n",
       "        <td class=\"number\">0.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">CA. 2343</td>\n",
       "        <td class=\"number\">7</td>\n",
       "        <td class=\"number\">0.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">347082</td>\n",
       "        <td class=\"number\">7</td>\n",
       "        <td class=\"number\">0.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">347088</td>\n",
       "        <td class=\"number\">6</td>\n",
       "        <td class=\"number\">0.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">3101295</td>\n",
       "        <td class=\"number\">6</td>\n",
       "        <td class=\"number\">0.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">CA 2144</td>\n",
       "        <td class=\"number\">6</td>\n",
       "        <td class=\"number\">0.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">382652</td>\n",
       "        <td class=\"number\">5</td>\n",
       "        <td class=\"number\">0.6%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">S.O.C. 14879</td>\n",
       "        <td class=\"number\">5</td>\n",
       "        <td class=\"number\">0.6%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">2666</td>\n",
       "        <td class=\"number\">4</td>\n",
       "        <td class=\"number\">0.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">17421</td>\n",
       "        <td class=\"number\">4</td>\n",
       "        <td class=\"number\">0.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"other\">\n",
       "        <td class=\"fillremaining\">Other values (671)</td>\n",
       "        <td class=\"number\">834</td>\n",
       "        <td class=\"number\">93.6%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "</div>\n",
       "</div>\n",
       "    <div class=\"row headerrow highlight\">\n",
       "        <h1>Correlations</h1>\n",
       "    </div>\n",
       "    <div class=\"row variablerow\">\n",
       "    <img 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u3Q9OmsGOHzcPbY1avPS8Kt9esXi%2BvkthOM6vXjgdsj1m9Li7/P6vXHpM%2B7TGr157vY7vN6nV1hSI7xrYHT0/r7zMvz/r7vIlpcoeIiIg4hgqu0DkDjaCIiIiIk1DFT0RERByDKn4WU%2BInIiIijkGJn8U0giIiIiJOQhU/ERERcQyq%2BFlMIygiIiLiJFTxExEREcegip/FlPiJiIiIY1DiZzGNoIiIiIiTUMVPREREHIMqfhbTCIqIiIg4CVX8RERExDGo4mcxJX4iIiLiGJT4WUwjKCIiIuIkVPETERERx6CKn8U0giIiIiJOQhU/ERERcQyq%2BFnsukYwLi6O8PBw0yMyMpJOnTrxr3/9q4K6d/PZsmUL4eHhN7xcREREbpCLi/UfTua6K37PPfccXbp0AaCwsJDNmzeTmJiIv78/3bt3t3oHRURERMQ6rjvV9fX1JTAwkMDAQGrVqsXDDz9Mq1atWLt2bUX0T0RERKSEKn4Ws8oRu7m54e7uTk5ODgkJCbRq1Yq77rqLTp06sW7dOtN6q1atomPHjkRFRdGlSxezZcnJybRr146oqCh69OjBtm3bTMt%2B/vln%2BvfvT6NGjejYsSMfffSRadncuXP529/%2BxqRJk2jatCmtWrVi/vz5puXFxcXMmTOHli1b0rJlS9566y3uv/9%2BtmzZAsD58%2BcZP348TZs2JSYmhmnTppGbmwuUnLaNi4tj0qRJNGvWjHfeeafUsefk5DBu3Diio6Pp2LEjP/zwgzWGVERERMTqLJrcUVBQwIYNG/j22295%2BeWXmT59OocOHWLBggV4e3vz7rvvkpiYSJs2bcjOzmbChAlMnTqVli1bsnr1asaNG8fGjRs5fvw4s2bNIikpifr165OcnMyYMWPYuHEj%2Bfn5DBs2jIcffphp06Zx8OBBXnjhBSpXrmw6tbxmzRr69u3L559/zpdffsns2bNp3749oaGhzJs3j2XLlvH3v/%2BdqlWrMnnyZI4cOWI6hsTERAoKCvj444/Jy8vjpZdeYurUqbz88ssAHDt2jPz8fJYuXYq7u7vZtgCTJk3i4MGDLFy4kDNnzjBx4sQbGsuMjAwyMzPN2gJDQwny97%2Bh/d2wiAjzZ6lQBoP9Ytoj9h%2BRbRzOvgdsj4LCpZhOWMyQW51%2BqC123YnfpEmTmDZtGgC5ubl4eXkxcOBAHnroIQoLCxk8eDBhYWEADBkyhJSUFE6fPk1WVhYFBQXUrFmT2rVrM2TIEMLDw/H09OTYsWMYDAaCg4MJCQlhzJgxtGvXjuLiYpYvX061atUYM2YMAHfccQfHjh0jOTnZlPj5%2B/vz7LPP4urqytChQ5k/fz67d%2B8mNDSURYsWMWbMGGJiYgB45ZVX6Ny5MwC//vor69atY%2BvWrfj6%2BgIwbdo0unfvTkJCgumYhw4dSp06dQDMEr/s7Gz%2B85//kJycTGRkJABPPfUUU6dOvd5hZfHixSQlJZm1jXr6aeKffvq692UVixbZJay9chF7JUFeXvaJC%2BDpaa/IdjpoOx2wrx2/x5Ur2y%2B2PdjtnxlXVzsFtlPsoiLbx7xEiZ/FrjvxGz16NB06dADA09OTwMBAXP/4wevevTvr1q3j008/5eDBg%2BzZsweAoqIiGjRoQGxsLIMHDyY0NJT77ruPnj174u3tTUxMDGFhYXTt2pWGDRualrm5uXHw4EHS09OJjo429aGoqMgUEyAkJMTsdeXKlSksLOTMmTNkZGQQFRVlWla3bl2qVKkCwIEDByguLqZNmzZmx1hcXMzhw4fN9l%2BWQ4cOUVRURMRl1bHLY12P3r17ExcXZ9YW2LUrfPDBDe3vhkVElCR9fftCerptYwPG1O02j2kwgNFo87AA5OXZPqbBUJID5eXZ57i9yLVtQDsfcHaB7TM/F5eSpO/336G42Obh8fGxfUx7vo8NxXZKhFxd7ZuEiUO67sSvWrVqpurXlSZMmMCOHTvo1q0bffr0ITAwkN69ewNgMBiYN28eu3btYv369Xz55ZcsWrSIRYsW0aBBA1JSUti6dSsbNmxg6dKlfPzxxyxdupTCwkJatWrFiy%2B%2BeNU%2Bubu7l2ozGo24ubmZvr5yGZQkkL6%2BvixZsqTU9jVq1CAtLQ0oSXDLy8PDo9zrXi4oKIigoCDzxkOHbmhfVpGeDjt22C%2B%2Bk7DXH6pLse0T304HbacDtkfidXlse8YXsTpV/CxmtRHMyclhxYoVvPbaa4wePZr777%2Bfc%2BfOASWJ1oEDB5g5cyaNGjVi7NixrFy5klq1arFp0yZ27NjBvHnzuOeee0hISGD16tXk5eWRmppKaGgohw4dIiQkhDp16lCnTh127tzJhx9%2BeM0%2B%2Bfn5ERQUZKo8Qsmp2vPnzwMQGhpKdnY2BoPBtO/c3FxmzZpFfn7%2BNfdft25d3N3dzSZ07N2793qHTkRERMQmrPbJHR4eHnh7e7N27VqqVq3KoUOHTNe65efn4%2Bfnx8cff4yvry9du3Zl//79HDt2jIYNG%2BLl5cWbb75J9erVadWqFd9//z0XLlwgPDycGjVqkJSUxIsvvsiQIUM4evQo06dPZ/DgweXqV//%2B/XnjjTcIDg4mICCAl156CSipQNarV4/WrVvzzDPP8Pzzz%2BPq6soLL7xAlSpV8PPzu%2Ba%2BfXx86NatG9OmTWPGjBnk5uaWuk5PRERErEQVP4tZbQQ9PDyYPXs2a9as4YEHHuCVV17hySefJDAwkB9//JHAwEDmzp1rWj516lTGjRtHTEwMDRo0YPr06bz77rt07tyZt99%2Bm9mzZ1OvXj18fHyYP38%2Bv/zyC927d%2Bf555/nscceY8SIEeXq15AhQ7j//vuJj49n4MCBtGvXDoPBYDo9PGvWLEJCQhg0aJDp%2BsNXX3213Mf9wgsvEB0dzeDBg5k4cSL9%2BvW7ofETERGRa9B9/CxmMF55AdwtZuPGjdx1111UrVoVgDNnztCqVSvWr19/1UkbNw17TFGLjobt26FpU7tc42cstv2Poz0vCs%2B18TwHKDleL6%2BS2PY4bm8u2jagnQ/4XL63zWO6uICvL2Rn2%2Bcav3KcMLE6Te6wQ2x7%2BOMOGlZ12eVgzsBqp3pvVosXL2bRokU888wzGAwGXn/9daKiom7%2BpE9ERETMOWGFztpu%2BRF88cUXcXFx4dFHH6VXr14UFxfz5ptv2rtbIiIicr10qtdit3zFr0aNGrz11lv27oaIiIiI3d3yiZ%2BIiIjcIpywQmdtGkERERERJ6GKn4iIiDgGVfwspsRPREREHIMSP4tpBEVERESchCp%2BIiIi4hhU8bOYRlBERETESajiJyIiIo5BFT%2BLKfETERERx3ATJn55eXlMmTKFtWvX4uXlxZAhQxgyZEip9fr378/WrVtLtffo0YMZM2Zw7tw5WrRoYbbM39%2BfLVu2WLW/SvxEREREbtCsWbPYvXs3H3zwAcePH%2BfZZ58lODiYTp06ma03d%2B5cCgoKTK/T0tIYM2YMffv2BWD//v34%2B/uzYsUK0zouFZDoKvETERERx3CTVfwuXLhASkoK8%2BfPJzIyksjISPbt28dHH31UKvHz9/c3fV1UVMRrr73G0KFDiYqKAuDgwYOEhoYSGBhYoX2%2BuUZQRERExEGkp6dTWFhIdHS0qa1Zs2akpaVRXFx81e2WLl3KuXPnGDZsmKlt//793HHHHRXZXUAVPxEREXEUFVDxy8jIIDMz06wtMDCQoKCga26bmZlJQEAAHh4eprbq1auTl5fH2bNnqVq1aqltjEYj7777LgMGDKBy5cqm9gMHDlBYWMgjjzzCyZMnad68OQkJCeXqx/VQ4iciIiKOoQISv8WLF5OUlGTWNmrUKOLj46%2B57cWLF82SPsD0Oj8/v8xttmzZwm%2B//UavXr3M2g8ePEjVqlVJSEjAaDTy2muv8cQTT5CSkoKrq%2Bv1HNKfUuInIiIiTqt3797ExcWZtZX3OjtPT89SCd6l115eXmVus2bNGtq0aWN2zR/AypUrMRgMpu3eeOMNYmJiSEtLo2nTpuXqT3ko8RMRERHHUAEVv6CgoBs%2BnVqjRg2ysrIoLCzEza0kpcrMzMTLyws/P78yt9m0aROjRo0q1e7t7W32ulq1avj7%2B3Py5Mkb6tvVaHKHiIiIyA1o0KABbm5u7Ny509SWmppKVFRUmbdiOXPmDEeOHKFZs2Zm7Tk5Odx9991s3rzZ1Hby5EmysrKoW7euVfusxE9EREQcg4uL9R8W8Pb2pnv37kyePJldu3axbt06FixYwIABA4CS6l9ubq5p/X379uHp6UlISIjZfnx8fGjWrBkzZsxg165d7Nmzh7Fjx9K6dWvCw8Mt6uOVlPiJiIiIY7jJEj%2BAhIQEIiMjGThwIFOmTCE%2BPp4OHToAEBMTw6pVq0zrnj59Gj8/PwwGQ6n9zJw5k4YNGzJ8%2BHD69%2B9P7dq1mTNnjsX9u5LBaDQarb5XsQp7fWcMBjvGdin9ZqhQ0dGwfTs0bQo7dtg2NrD4E9sPdEAAdOgAa9dCVpbNw9O%2BvW3jubqCvz%2BcPQtFRbaNDVCpku1jGgzg5QW5ufZ5L3vnZF57JWtycyv5wc7KgsJC28YG2L3b9jF9fODuu%2BH77yEnx/bx27WzfUyAjh2tv881a6y/z5uYJneIiIiIY7jJPrnDEWkERURERJyEKn4iIiLiGFTxs5gSPxEREXEMSvwsphEUERERcRKq%2BImIiIhjUMXPYhpBERERESehip%2BIiIg4BlX8LKbET0RERByDEj%2BLaQRFREREnIQqfiIiIuIYVPGzmEZQRERExEmo4iciIiKOQRU/iynxExEREcegxM9iGkERERERJ6GKn4iIiDgGVfwsphEUERERcRKq%2BImIiIhjUMXPYkr8RERExDEo8bOYRlBERETESajiJyIiIo5BFT%2BLKfETERERx6DEz2IaQREREREnoYqfiIiIOAZV/CymERQRERFxEqr4iYiIiGNQxc9iN9UIFhQUMHfuXO677z7uuusuYmNjmTFjBjk5OVaPNXfuXPr372/1/QKEh4ezZcuWCtm3iIiI03Jxsf7DydxUFb85c%2Bbwv//9j5deeonbbruNI0eOMH36dA4fPszbb79t1VhDhgypsMRPRERE5GZ0UyV%2Bn3/%2BOS%2B//DKtWrUCICQkhMmTJ/PYY4%2BRkZFBUFCQ1WJVrlzZavsSERERG3DCCp213VQjaDAY2Lx5M8XFxaa26OhoVq5cSUBAAHFxcSxdutS0bMuWLYSHhwNw9OhRwsPDefPNN7n77rtJSEggKiqKzZs3m9bPyckhKiqKbdu2mU71FhcX07p1a5YsWWJaz2g00qZNG7744gsAtm3bRo8ePWjUqBFdu3ZlzZo1Zv1OSkqiVatWtGzZkpSUlAoZGxERERFL3VQVvwEDBvDGG2%2Bwbt062rZty7333ktMTAz169cv9z62b9/OkiVLKC4u5ty5c3z55Zfcc889AHz99ddUrVqVZs2a8d133wHg4uJCp06d%2BPLLL/nrX/8KwM6dOzl79iz33XcfmZmZjBgxgrFjx9K6dWt27tzJxIkTqVatGs2bN2fx4sUkJyczc%2BZMatasyZQpU27o2DMyMsjMzDRrq1490KpVTocQHW3beBER5s82FhBg%2B5i%2BvubPtubqap94to57icFgv5j2iA2Am43/tNj7m%2BzjY/uYlSqZP9tSBVx3X26q%2BFnspkr8Ro4cyW233caiRYv49NNP%2BeSTT6hcuTKJiYmmpOxaBg4cyO233w7AAw88wMyZM3n%2B%2BecxGAysWbOGzp07Y7jit%2BEDDzxA//79ycnJwcfHhzVr1tC2bVt8fHx49913uffee%2BnXrx8AderU4ccff%2BSDDz6gefPmfPrppwwcOJB27doB8NJLL/HAAw9c97EvXryYpKSkK8ZjFKNHx1/3vqzBbn8wtm%2B3T9xFi%2BwStoNdopb444oKp2GvRNeePD3tFNjLDv/RAPj52Sfu3XfbJy5AZKTtY27YYPuYlyjxs9hNlfgBPPTQQzz00ENkZWXx3//%2Bl4ULF5KYmGg6pXsttWvXNn3drl07EhMTSUtLIzw8nE2bNpGcnFxqmyZNmhAYGMg333zDAw88wNq1axk/fjwABw8eZMOGDURfVokqKCggNDQUgAMHDjBy5EjTsvr161PpBv4D6927N3FxcWZt1asHYjRe964sZjBgl7gAhmZNbRswIqIk6evbF9LTbRsbWPuK7RNdX9%2BSpO%2B77yA72%2BbhadHCtvFcXUuOOTsbiopsGxvAy8v2MQ2GkqQvL88%2B72Wvi1m2DejqWpL0nT9vn2/y/v22j1mpUknSt2cPXLhg%2B/jisG6axC89PZ1ly5YxceJEAAICAujatSsdO3akQ4cOZtfqXVImz4mQAAAgAElEQVRUxhvc87J/cStVqkS7du1Ys2YNJ0%2BepHr16jRq1KjM%2BF26dGHNmjXUqVOHrKwsYmNjASgsLKRr16488cQTZuu7XXYqw3jFb1a3GzjNERQUVOq0rr2SL7vascM%2BcdPT7RI7y8Z/Hy%2BXnW2f%2BPb4u3wprj1i2/N9bDTaKX5hoR2CUvINtkdse576vHDBvvFtTRU/i900I1hUVMT777/P3r17zdo9PDzw8vKiatWquLu78/vvv5uWHTly5Jr7feCBB/jmm29Yt24dXbp0%2BdP1vv32W9asWUNcXBze3t4AhIaGcvjwYerUqWN6rF%2B/nuXLlwNw55138sMPP5j2c/ToUc6fP39dxy4iIiJiCzdN4hcZGUlsbCxPPfUUy5cv5%2BjRo%2BzcuZNJkyaRn59Phw4diIqK4rPPPuPnn39my5YtLFiw4Jr7bdOmDRkZGddM/Bo0aEBQUBALFy6kc%2BfOpva%2Bffuye/duXnvtNX755ReWL1/Oq6%2B%2BSnBwMAD9%2BvUjOTmZNWvW8PPPP5OYmIiL/iMRERGxPt3A2WI31RH/4x//oFu3biQlJdG5c2dGjBhBTk4OCxcuxMfHhzFjxuDn50ePHj2YPn06Tz/99DX36eHhQfv27alZsyYR15i52aVLF1xdXWnTpo2prXbt2rz99tts2rSJBx98kH/84x9MnDiRhx56CIBu3boxevRopk2bRt%2B%2BffnLX/6Cn70uMBYREbmVKfGzmMF45QVqctOw2wQLe07ucLHxdOLo6JKZxE2b2uUav8Wf2H6gAwKgQwdYu9Y%2B1/i1b2/beK6u4O8PZ8/a5xo/e9xtw2AomVSSm2uf97J3Tua1V7ImN7eSH%2BysLPtc47d7t%2B1j%2BviUzCb%2B/nv7XOP3x50sbO6PiZdWNXu29fd5E7tpJneIiIiI/CknrNBZm0ZQRERExEmo4iciIiKOQRU/i2kERURExDHchJM78vLyeO6552jevDkxMTF/eseRJ598kvDwcLPHhss%2BCeVf//oXrVu3Jjo6mueee46LFy9a3L8rqeInIiIicoNmzZrF7t27%2BeCDDzh%2B/DjPPvsswcHBdOrUqdS6Bw4cYPbs2bS67DMzq1SpAsCaNWtISkpi9uzZVKtWjYSEBGbPns2LL75o1f4q8RMRERHHcJOd6r1w4QIpKSnMnz%2BfyMhIIiMj2bdvHx999FGpxC8/P5%2BjR48SFRVFYGBgqX0lJyczcOBA2v0xY3rKlCk8/vjjjB8/3vShEtZwc42giIiIiINIT0%2BnsLCQ6OhoU1uzZs1IS0ujuLjYbN2DBw9iMBi47bbbSu2nqKiIH374gebNm5vamjRpQkFBAelW/hx5VfxERETEMVRAxS8jI4PMTPN7TwYGBhIUFHTNbTMzMwkICMDDw8PUVr16dfLy8jh79ixVq1Y1tR88eBAfHx8mTJjA1q1bqVmzJvHx8bRt25bz58%2BTl5dnFtPNzQ1/f39%2B%2B%2B03Kxzl/1PiJyIiIo6hAhK/xYsXk5SUZNY2atQo4uPjr7ntxYsXzZI%2BwPQ6Pz/frP3gwYPk5uYSExPD8OHD%2BfLLL3nyySdZvHgx1atXN9v28n1duR9LKfETERERp9W7d2/i4uLM2sq6Bq8snp6epRKzS6%2B9vLzM2p966in69%2B9vmswRERHBnj17%2BPTTTxk7dqzZtpfvy5rX94ESPxEREXEUFVDxCwoKKtdp3bLUqFGDrKwsCgsLcXMrSakyMzPx8vLCz8/PbF0XFxdT0ndJ3bp12b9/P/7%2B/nh6enLq1Cnq1asHQGFhIWfPni13ElpemtwhIiIicgMaNGiAm5sbO3fuNLWlpqYSFRWFyxVJ6sSJE0lISDBrS09Pp27duri4uBAVFUVqaqpp2c6dO3FzcyMiIsKqfVbiJyIiIo7hJruBs7e3N927d2fy5Mns2rWLdevWsWDBAgYMGACUVP9yc3MBiIuLY/ny5SxbtozDhw%2BTlJREamoq/fr1A6Bv37689957rFu3jl27djF58mR69eqlU70iIiLipG6y%2B/gBJCQkMHnyZAYOHIiPjw/x8fF06NABgJiYGGbMmEGPHj3o0KEDkyZN4p///CfHjx/nzjvv5N133yUkJASABx54gGPHjvHiiy%2BSn59Phw4dGD9%2BvNX7q8RPRERE5AZ5e3szc%2BZMZs6cWWrZTz/9ZPa6Z8%2Be9OzZ86r7Gj58OMOHD7d6Hy%2BnxE9EREQcw01Y8XM0GkERERERJ6GKn4iIiDgGVfwspsRPREREHIMSP4tpBEVERESchCp%2BIiIi4hhU8bOYRlBERETESajidxP742bfNmUwgJcX5OWB0Wj7%2BP/%2BxLZBAwKgA7D2le1kZdk0NAC9HzXYPmh0NHTYToeJTWHHDpuH/%2BBftv0eV60KXbvCpk1w5oxNQwMwsEum7YO6uYFXAF4Xs6Cw0Pbx/f1tHxPAx8cuYcctb2fzmLVrw9/uhr9vvJtjx2wenldtf8glVPGzmBI/ERERcQxK/CymERQRERFxEqr4iYiIiGNQxc9iSvxERETEMSjxs5hGUERERMRJqOInIiIijkEVP4tpBEVERESchCp%2BIiIi4hhU8bOYEj8RERFxDEr8LKYRFBEREXESqviJiIiIY1DFz2IaQREREREnoYqfiIiIOAZV/CymxE9EREQcgxI/i2kERURERJyEKn4iIiLiGFTxs5hGUERERMRJqOInIiIijkEVP4sp8RMRERHHoMTPYhpBERERESehip%2BIiIg4BlX8LKYRFBEREXESqviJiIiIY1DFz2JK/ERERMQxKPGzmEZQRERExEk4fMUvLi6OY8eOmV67ublx22238eijjzJo0KBrbjtq1Ch69OhRwb0UERERi6niZzGHT/wAnnvuObp06QJAYWEhmzdvJjExEX9/f7p3727n3omIiIjcHG6J1NnX15fAwEACAwOpVasWDz/8MK1atWLt2rX27pqIiIhYi4uL9R9O5pY9Yjc3N9zd3SksLOTVV18lJiaGZs2aMXr0aLKyskqtn5OTQ0JCAq1ateKuu%2B6iU6dOrFu3zrR81apVdOzYkaioKLp06WK2LDk5mXbt2hEVFUWPHj3Ytm2bTY5RRETEqSjxs9gtcar3cgUFBWzYsIFvv/2Wl19%2Bmddff51ly5bx8ssvExwczKRJk5g0aRJvvPGG2XbTp0/n0KFDLFiwAG9vb959910SExNp06YN2dnZTJgwgalTp9KyZUtWr17NuHHj2LhxI8ePH2fWrFkkJSVRv359kpOTGTNmDBs3bsTlOn6gMjIyyMzMNGvz8wskMDDIKuNSXgaD%2BbOtBQTYNp6vr/mzzUVH2z5mRIT5s41VrWrbeFWqmD/bnJsdfs26upo/S4WqXdv2MYOCzJ9t6bLL6sUB3RKJ36RJk5g2bRoAubm5eHl5MXDgQLp27co999zDs88%2BS5s2bQCYMmUK//nPf0rt4%2B6772bw4MGEhYUBMGTIEFJSUjh9%2BjRZWVkUFBRQs2ZNateuzZAhQwgPD8fT05Njx45hMBgIDg4mJCSEMWPG0K5dO4qLi68r8Vu8eDFJSUlmbSNHjmL06PgbHRaLeHraJSwdOtgnbqtW9olLh%2B12CgwsWmSXsF3tEhX%2B%2BBVgBzb%2Bb%2BZyfn72i20P7u52Cfu3v9klLAD9%2B9s%2B5rhxto9p4oQVOmu7JRK/0aNH0%2BGPjMHT05PAwEBcXV05c%2BYMZ8%2BeJTIy0rRu/fr1iY8vnUx1796ddevW8emnn3Lw4EH27NkDQFFREQ0aNCA2NpbBgwcTGhrKfffdR8%2BePfH29iYmJoawsDC6du1Kw4YNTcvcrvO//N69exMXF2fW5ucXSG7u9Y6GZQyGkqQvLw%2BMRtvGBti40bbxfH1Lkr7vvoPsbNvGBugwsantg0ZElCR9fftCerrNwy%2BfYttkt0qVkqRv40Y4d86moQHoGlP60pIK5%2BpakvSdPw9FRbaP7%2BNj%2B5ju7lBQYPu4wN/fsH3CGRRUkvR9%2BCFkZNg8vDiwWyLxq1atGnXq1CnVfj3J14QJE9ixYwfdunWjT58%2BBAYG0rt3bwAMBgPz5s1j165drF%2B/ni%2B//JJFixaxaNEiGjRoQEpKClu3bmXDhg0sXbqUjz/%2BmKVLl1KjRo1yxw8KCiLoipr9xYv2Sb6gJK49Ypdx%2BaVNZGfbKfaOHXYI%2Bof0dLvEP3PG5iGBkqTPLrELC%2B0Q9A9FRfaN7yTseeozI8PJTr2q4mexW3oE/fz8CAgIIP2yqsaPP/5ImzZtyL2slJaTk8OKFSt47bXXGD16NPfffz/n/igNGI1GDhw4wMyZM2nUqBFjx45l5cqV1KpVi02bNrFjxw7mzZvHPffcQ0JCAqtXryYvL4/U1FSbH6%2BIiMgt7Sac3JGXl8dzzz1H8%2BbNiYmJYcGCBVdd9%2Buvv6Zbt25ER0fTtWtX1q9fb7a8efPmhIeHmz1%2B//13i/t4uVui4vdn%2Bvfvz%2Buvv06NGjWoVq0a06dPp0mTJnh5eZnW8fDwwNvbm7Vr11K1alUOHTrE1KlTAcjPz8fPz4%2BPP/4YX19funbtyv79%2Bzl27BgNGzbEy8uLN998k%2BrVq9OqVSu%2B//57Lly4QHh4uL0OWURERGxk1qxZ7N69mw8%2B%2BIDjx4/z7LPPEhwcTKdOnczWS09PZ9SoUUyYMIG2bdvy3//%2Bl6effprPPvuMiIgITp48SXZ2NuvWrTPLUSpVqmTV/t7yid/w4cPJzs5mzJgxFBYWEhsbywsvvGC2joeHB7Nnz2bmzJl8%2BOGHhISE8OSTT/KPf/yDH3/8kQcffJC5c%2BcyZ84c3n77bapVq8a4ceOIiYkBSmYEv/XWW0ydOpXg4GBmz55NvXr17HG4IiIit66b7FTvhQsXSElJYf78%2BURGRhIZGcm%2Bffv46KOPSiV%2BK1as4J577mHAgAEA1KlTh6%2B%2B%2Bor//Oc/REREcODAAQIDA7ntttsqtM8On/h99dVXf7rc3d2diRMnMnHixD/dtn379rRv395s%2BSOPPGL6unXr1rRu3brMGN26daNbt27X020RERFxcOnp6RQWFhJ92a25mjVrxttvv13q7h4PP/wwBWVMQMr%2BY2bh/v37CQ0NrfA%2BO3ziJyIiIk6iAip%2BZd1HNzAwsNSEy7JkZmYSEBCAh4eHqa169erk5eVx9uxZql5249IrzwTu27eP7777jkcffRSAAwcOcPHiRfr378%2BhQ4do0KABzz33nNWTQSV%2BIiIi4hgqIPEr6z66o0aNKvPWb1e6ePGiWdIHmF7n5%2BdfdbszZ84QHx9P06ZNue%2B%2B%2BwA4ePAg586dY9y4cfj4%2BDB//nwGDRrEypUr8bHiLZKU%2BImIiIjTKus%2BuoGBgeXa1tPTs1SCd%2Bn15RM0Lnfq1CkGDx6M0WjkjTfeMJ0Ofu%2B99ygoKKBy5coAzJkzh7Zt27Jhwwa6drXere%2BV%2BImIiIhjqICKX1n30S2vGjVqkJWVRWFhoenewZmZmXh5eeFXxifnnDx50jS5Izk52exUsIeHh1n10NPTk5CQEE6ePHlDfbuam2t6jIiIiIiDaNCgAW5ubuzcudPUlpqaSlRUVKmPbb1w4QJDhw7FxcWFhQsXmn3Ig9FopH379ixdutRs/cOHD1O3bl2r9lkVPxEREXEMN9ntXLy9venevTuTJ0/m5ZdfJiMjgwULFjBjxgygpPrn6%2BuLl5cX8%2BbN49dff%2BXDDz80LYOSU8K%2Bvr7ExsYyd%2B5cateuTdWqVXn99depWbMmbdu2tWqflfiJiIiIY7jJEj%2BAhIQEJk%2BezMCBA/Hx8SE%2BPp4OHToAEBMTw4wZM%2BjRowdr1qwhNzeXnj17mm3/8MMP88orrzB%2B/Hjc3Nz429/%2BRk5ODvfccw/vvPMOrq6uVu2vEj8RERGRG%2BTt7c3MmTOZOXNmqWU//fST6evVq1f/6X48PT2vet9ha1LiJyIiIo7hJqz4ORolfiIiIuIYlPhZTCMoIiIi4iRU8RMRERHHoIqfxTSCIiIiIk5CFT8RERFxDKr4WUyJn4iIiDgGJX4W0wiKiIiIOAlV/ERERMQxqOJnMY2giIiIiJNQxU9EREQcgyp%2BFlPiJyIiIo5BiZ/FNIIiIiIiTkIVPxEREXEMqvhZTCMoIiIi4iQMRqPRaO9OyFVcvGj7mAYDeHlBbi7Y4Ufj9AVvm8ZzdQV/fzh7FoqKbBoagBUrbB%2BzalXo2hWWL4czZ2wff%2BAgg20DRkfD9u3QtCns2GHb2MAXy2z/PqpSBWJj4euv4dw5m4fn9tttG8/bGyIiID3dPr82o2uesH1QNzcIDITMTCgstH38WrVsHxNg3z7r7/POO62/z5uYTvWKiIiIY9CpXotpBEVERESchCp%2BIiIi4hhU8bOYRlBERETESajiJyIiIo5BFT%2BLKfETERERx6DEz2IaQREREREnoYqfiIiIOAZV/CymERQRERFxEqr4iYiIiGNQxc9iSvxERETEMSjxs5hGUERERMRJqOInIiIijkEVP4tpBEVERESchCp%2BIiIi4hhU8bOYEj8RERFxDEr8LKYRFBEREXESqviJiIiIY1DFz2IaQREREREnoYqfiIiIOAZV/CymxE9EREQcgxI/i2kERURERJyEKn4iIiLiGFTxs5hGUERERMRJqOInIiIijkEVP4tpBC%2BzdOlSwsPDSUlJsXdXRERE5EouLtZ/WCgvL4/nnnuO5s2bExMTw4IFC6667t69e%2BnZsyeNGzfmr3/9K7t37zZbvmLFCtq3b0/jxo0ZOXIkZ86csbh/V1Lid5mVK1dy%2B%2B2388UXX9i7KyIiIuIAZs2axe7du/nggw%2BYNGkSSUlJrF69utR6Fy5cYPjw4TRv3pylS5cSHR3NiBEjuHDhAgC7du0iMTGRUaNGsXjxYs6fP09CQoLV%2B6vE7w%2BnT5/mu%2B%2B%2BY%2BTIkWzbto0jR47Yu0siIiJyuZus4nfhwgVSUlJITEwkMjKS%2B%2B%2B/n6FDh/LRRx%2BVWnfVqlV4enoyYcIE6tWrR2JiIpUrVzYliQsXLqRz5850796diIgIZs2axTfffGP1fESJ3x9Wr16Nr68vDz30EEFBQWZVv9zcXBITE2nWrBmtW7cmJSWFhg0bcvToUQBOnDjBE088QePGjYmLiyMpKYmioiJ7HYqIiIjYQHp6OoWFhURHR5vamjVrRlpaGsXFxWbrpqWl0axZMwwGAwAGg4GmTZuyc%2BdO0/LmzZub1q9VqxbBwcGkpaVZtc%2Ba3PGHlStXEhsbi4uLC3FxcSxbtoyRI0diMBh46aWX2LFjB%2B%2B99x6FhYUkJiaaEjuj0cioUaOIiIjg888/JzMzkxdffBGDwcDIkSPLHT8jI4PMzEyztkA/P4ICA616nNf0xw%2Bk6dnGXF3tE8/WcS%2BpWtX2MatUMX%2B2uct%2BQdpERIT5s43ZY5x9fMyfbc3b27bxPD3Nn23OzQ5/Si/FtEfswkLbx7ykAiZ3lPn3NzCQoKCga26bmZlJQEAAHh4eprbq1auTl5fH2bNnqXrZL/nMzEzq169vtn21atXYt2%2BfqR9XxqxWrRq//fbbdR/Tn1HiR0nFbvv27QwePBiADh068PHHH5OamkqDBg1YtmwZ8%2BfPp0mTJgA8//zzDB06FIDNmzdz/PhxUlJScHFxoW7dujz77LMkJCRcV%2BK3ePFikpKSzNpGjRxJ/OjRVjrK62Sn36D%2BXnYJi6%2BvfeJ27WqfuABt2tgpcNft9om7aJFdwsbaJWqJy4oHTiE01F6RbfwP%2BuUCAmwf88QJ28f8gxHrFyXK/Ps7ahTx8fHX3PbixYtmSR9gep2fn1%2BudS%2Btl5ub%2B6fLrUWJHyXVPk9PT2JiYgBo0aIFVapU4fPPP8fT05OCggKioqJM619e0j1w4ABnz56lWbNmprbi4mJyc3PJysoioJxvyt69exMXF2fWFujnB7m5lhza9TMYSpK%2BvDwwGm0bGziba9vMz9W1JOnLzgZ7nJ3ftMn2MatUKUn6Nm6Ec%2BdsH7/rpKa2DRgRUZL09e0L6em2jQ18/artE10fn5Kkb9s2yMmxeXhq1rRtPE/PkqTv0KGSX122FlEt89orWZubW0nSl5Vl3wrcLaDMv7/lPNvm6elZKjG79NrLy6tc615a72rLva1cQlfiR0nil5uba5a8FRUVsXr1ah555JFS6xsvS4gKCwupW7cub731Vqn1fK%2BjjBQUFFS6rHzxol2SL6Akrh1i2%2BvSyKIi%2B8SugJn65XbunJ3i79hhh6CUJH12iG2P5PqSnBz7xLfXZQR5eSW/Nm3OnolXYaFTJX5XXDZnFWX%2B/S2nGjVqkJWVRWFhIW5/nHbPzMzEy8sLPz%2B/UuueOnXKrO3UqVOm2FdbXt4ktLycfnLHoUOH2Lt3L88//zzLli0zPV577TVycnI4fPgw7u7uZvfaufzr0NBQjh8/TtWqValTpw516tTh6NGjvPHGG6YLOEVERMRyxcXWf1iiQYMGuLm5mSZoAKSmphIVFYXLFdcjNm7cmB07dpiKR0ajke3bt9O4cWPT8tTUVNP6J06c4MSJE6bl1uL0id/KlSvx9/end%2B/ehIWFmR5dunShfv36LF%2B%2BnB49ejB9%2BnTS0tLYuXMn06dPB0pm5MTExFC7dm3Gjx/PTz/9xLZt23jhhRfw9vbG1V4zBkRERKTCeXt70717dyZPnsyuXbtYt24dCxYsYMCAAUBJ9S/3j0u2OnXqxPnz55k%2BfTr79%2B9n%2BvTpXLx4kc6dOwPQp08fvvjiC1JSUkhPT2fChAnExsZy2223WbXPSvxWrqRr166lLqiEkm/C//73P0aMGEF4eDiDBg0iPj6eBx98EAB3d3dcXV355z//SXFxMb169SI%2BPp62bdvy/PPP2/pQREREbmk3W8UPICEhgcjISAYOHMiUKVOIj4%2BnQ4cOAMTExLBq1SoAfHx8mDdvHqmpqfTo0YO0tDTeeecdKlWqBJTMH5g6dSpvvvkmffr0oUqVKsyYMcPyDl7BYDTa6yIyx7Fu3TpatWpF5cqVgZK7a/ft25cdO3bg7u5ecYHtcbGKwQBeXiWTSuzwo3H6gm3vA%2BHqCv7%2BcPasfa7xW7HC9jGrVi2ZTbx8uX2u8Rs4yMaXQERHw/bt0LSpXa7x%2B2KZ7d9HVapAbCx8/bV9rvG7/XbbxvP2LpnDk55un1%2Bb0TXtMMvVzQ0CAyEz0z7X%2BNWqZfuYVMzkHbvdBshONLmjHJKSktiwYQPDhw/n999/Z/bs2cTFxVVs0iciIiJmKmJyh7Nx%2BlO95TFnzhyOHj1K9%2B7dGTx4MCEhIabr/ERERMQ2bsZTvY5GFb9yqF%2B/Ph988IG9uyEiIiJiESV%2BIiIi4hCcsUJnbTrVKyIiIuIkVPETERERh6CKn%2BWU%2BImIiIhDUOJnOZ3qFREREXESqviJiIiIQ1DFz3Kq%2BImIiIg4CVX8RERExCGo4mc5JX4iIiLiEJT4WU6nekVERESchCp%2BIiIi4hBU8bOcKn4iIiIiTkIVPxEREXEIqvhZTomfiIiIOAQlfpbTqV4RERERJ6GKn4iIiDgEVfwsp4qfiIiIiJNQxU9EREQcgip%2BllPiJyIiIg5BiZ/lDEaj0WjvTkjZzp2zfUwXF/D1hexs%2B7zBPDxsG89gAC8vyM0Fe7wTvHMybR/UzQ0CAiArCwoLbR7%2Bi/8F2jRelSoQGwtff22f91S37gbbB42Ohu3boWlT2LHD9vHnzrVtvMBA6N0bFi%2BGTDu8p%2B67z/YxvbwgNBQOHSr5BWZrDRrYPiZw4ID191mvnvX3eTNTxU9EREQcgip%2BltPkDhEREREnoYqfiIiIOARV/CynxE9EREQcghI/y%2BlUr4iIiIiTUMVPREREHIIqfpZTxU9ERETESajiJyIiIg5BFT/LKfETERERh6DEz3I61SsiIiLiJFTxExEREYegip/lVPETERERcRKq%2BImIiIhDUMXPckr8RERExCEo8bOcTvWKiIiIOAlV/ERERMQhqOJnOSV%2BIiIi4hCU%2BFlOp3pFREREnIQSPxEREXEIxcXWf1Q0o9HInDlzuOeee2jRogWzZs2i%2BE8C79y5k0cffZTo6Gg6duxISkqK2fKHHnqI8PBws8fPP/9c7v7oVK%2BIiIhIBXn//fdZsWIFSUlJFBYWMn78eKpVq8bjjz9eat3MzEyGDRtGnz59eOWVV9izZw8JCQkEBgYSGxtLUVERv/zyCwsXLuSOO%2B4wbRcQEFDu/ijxExEREYfgiNf4JScnM3r0aJo3bw7AM888w%2Buvv15m4rdu3TqqV6/OuHHjALjjjjvYsmULy5cvJzY2lqNHj1JQUECjRo3w9PS8of4o8RMRERGH4GiJ38mTJzlx4gR33323qa1Zs2YcO3aMjIwMgoKCzNZv3bo1DRo0KLWfnJwcAPbv30%2BtWrVuOOkDJX4iIiLixDIyMsjMzDRrCwwMLJWU3YhL%2B718X9WrVwfgt99%2BKxUjJCSEkJAQ0%2BvTp0%2BzcuVK4uPjAThw4ADu7u6MGDGC3bt3ExoayoQJE2jUqFG5%2B6TET0RERBxCRVT8Fi9eTFJSklnbqFGjTMnWteTm5nLy5Mkyl124cAEADw8PU9ulr/Pz86%2B53/j4eKpXr07v3r0BOHToEOfOnaNnz56MHj2aTz/9lIEDB7Jq1Spq1apVrv4q8RMRERGn1bt3b%2BLi4szaAgMDy719WloaAwYMKHPZ%2BPHjgZIk79Lp2UsJn7e391X3%2Bfvvv/PUU0/xyy%2B/sGjRItO606ZNIzc3Fx8fHwAmT57M9u3b%2BeKLL3jiiSfK1d9bMvErKCjg7bffZtmyZZw8eZLq1avTsWNH4uPj8fHxIS4ujlGjRtGjRw/69%2B9PixYt/jSzT05O5pNPPuHXX3%2BlSpUqtG3blrFjx17XD4aIiIhYpiIqfkFBQRad1m3ZsiU//fRTmctOnjzJ7NmzyczMNJ3CvXT692o5RE5ODkOHDuXXX3/lgw8%2BMJu96%2BbmZkr6AAwGA3Xr1r1qxbEst%2BR9/E1EiR4AACAASURBVObMmcPatWt56aWXWL16NTNmzODbb7/lmWeeAeCzzz6jS5cu5dpXcnIy7733Hs888wyrV69m7ty5/PLLLwwdOvRP78MjIiIi1uVo9/GrUaMGwcHBpKammtpSU1MJDg4uM9ksLi5m1KhRHD16lA8//JA777zTbHn//v3NTksXFxfz008/Ubdu3XL36Zas%2BH3%2B%2Bee8/PLLtGrVCii5WHLy5Mk89thjZc6iuda%2BBg8ebCoDh4SE8Oqrr9K2bVt27dpFkyZNKuQYRERExPH16dOHOXPmULNmTQD%2B/ve/M2TIENPyM2fO4OnpSeXKlfnss8/YsmUL//znP/Hz8zNVB93d3fH39ycuLo4333yTBg0aEBoaSnJyMtnZ2Tz88MPl7s8tmfgZDAY2b95MXFwcLi4lRc3o6GhWrlxJQECA2aleKJlZ069fP9LS0mjQoAFTp04lIiLCtK9t27bRt29f0wWZNWvWZNWqVdSuXRsoycBbtmzJt99%2By969e4mMjGTatGnUq1fPDkcvIiJya3LEE22PP/44p0%2BfZtSoUbi6uvLII48waNAg0/JHHnmEhx9%2BmPj4eNasWUNxcTEjRoww20eLFi348MMPGTRoEHl5ebz00kucOnWKxo0b8/7775ud/r2WWzLxGzBgAG%2B88Qbr1q2jbdu23Pt/7d1/fM31///x27HfzKTZMKJRWWGLMLz9XKOIZG%2Bfrx9F3nlfEkZJZFt5%2B/2bN7Z3ST9EElHkR7JQKz9WWcs7PybNz9A2P8LYzLbz/UPO29ow7Zzz6pxzv14uu5yz5%2Bt1Xs/HwZzHHs8fr5YtadWqFffcc0%2BJ569atYrY2FjGjRvHa6%2B9RnR0NBs3bsTNzY1%2B/frx8ssv07ZtW9q1a0fz5s1p27ZtsaTujTfeYMSIEUycOJGEhASeffZZNmzYUGQlz82UtJzcxyeAgICyLye/Hb/nyZZHezOZjOnP3v1auBvwI%2BjmVvTRzipVsm9/1/4/vI3/F62rUSP79/n7L66WR3uz9/zna3ctuI27F1iVt7f9%2B7z22VLKzxirys21f58OzM3NjZiYGGJiYko8vmXLFsvzt99%2B%2B6bXMplMPPfcc6VeyFHiNcxms/lPv/ovbM2aNSxdupRdu3ZRWFhIhQoViIuL4%2B9//3uxxR2VK1dm3rx5wNVJla1bt2bu3Lm0adMGgKSkJBYtWsS3337LlStX8PT0ZPDgwQwaNAi4WvHz8/PjP//5T5FrzJ49m/bt25cq3vj4%2BGLLyYcMiWbYsNItJxcREbGLffughE2G7WHDButfs1Mn61/zr8wpK35w9SbGjz/%2BOGfPnmXr1q0sWbKEuLg46tWrV%2Bzc6zc%2B9PX1JTg4mIMHD1oSv7Zt29K2bVuys7NJTk5m2bJlzJkzh3vuuYcOHToA0Lhx42LXSE9PL3XiV9Jych%2BfAC5cuO23XiblykGFCnDxojEldQ8P%2B/ZnMoGXF1y%2BDEb8CuSdc9b%2Bnbq5gZ8fnD8PBQV27/7LXfatyvj6QpMmsHMn/L75vV21e7HxrU%2BytpAQWLoU%2BvSBtDT79//yy/btr3Jl6NgREhPhrAE/U82a2b9PT0%2BoUQOOH4db7AfnTBxxqPevxukSv7S0NFavXs3o0aOBqzcu7tq1K4888ggdO3YkOTm52Gvc/jDkVVhYiIeHBydPnmT%2B/PnExcXh6emJr68vkZGRPPzww/Tq1Yvt27dbEj/3PwzZFRQUWOYXlkZJy8nPnTPuH7k9VjuVxKj6s9lsUN/5%2BQZ0%2BruCAkP6P3fO7l0CV5M%2BQ/pOTTWg09%2BlpRnT/x%2BmrdjN2bPG9G3k0GdenoZe5bY43XYuBQUFLFy4kL179xZp9/T0xNvbmzvvvLPYa3766SfL8/Pnz3P48GHq1KmDp6cnK1as4KuvvipyvslkwtfXt8i10q77rfrChQscPXq0xOqiiIiI/DmOtp3LX5HTVfzq169Pu3btGDx4MCNGjKBRo0acOnWKVatWkZeXR8eOHYvNpVu7di2NGjWicePGzJkzh9q1a9O8eXNMJhO9evUiNjaWrKws/va3v3HhwgU2bdrEjz/%2ByIQJE4pcIzw8nIYNGzJ37lyCgoIIDw%2B399sXERERuSGnS/wA5syZw/z580lISODEiROUL1%2BeVq1asWTJkhKXPPft25eVK1cyYcIEGjVqREJCAqbfl3nGxsZSo0YNli5dytSpU3F3d6dp06YsWbKEoKAgyzW6du3KsmXL%2BNe//kWTJk148803iw3/ioiIyJ/nihU6a3PKzMTHx4fhw4czfPjwEo9fv3T6vffeu%2Bm13N3dGTBgAAMGDLjpeUFBQUyZMuX2gxUREZFSUeJXdk43x09ERERESuaUFT8RERFxPqr4lZ0SPyu41XCxiIiIyF%2BBEj8RERFxCKr4lZ0SPxEREXEISvzKTos7RERERFyEKn4iIiLiEFTxKztV/ERERERchCp%2BIiIi4hBU8Ss7JX4iIiLiEJT4lZ2GekVERERchCp%2BIiIi4hBU8Ss7VfxEREREXIQqfiIiIuIQVPErOyV%2BIiIi4hCU%2BJWdhnpFREREXIQqfiIiIuIQVPErO1X8RERERFyEKn4iIiLiEFTxKzslfiIiIuIQlPiVnYZ6RURERFyEKn4iIiLiEFTxKzslfiIiIuIQlPiVnRK/vzA/P%2BP69vU1pl/TqSz7dujuDt6V8c45C/n59u0b4I477N/nNQb9JdeqZd/%2BfHyuPlarBpUq2bdvAOLj7d9nQMDVx5dfhiw7/0wBDB1q3/4aNYKePWHaNEhNtW/fAMnJ9u/z2v9X2dlw6ZL9%2BxeHpcRPREREHIIqfmWnxR0iIiIiLkIVPxEREXEIqviVnRI/ERERcQhK/MpOQ70iIiIiLkIVPxEREXEIqviVnSp%2BIiIiIi5CFT8RERFxCKr4lZ0SPxEREXEISvzKTkO9IiIiIjZiNpuZOXMmzZs3p1mzZkyfPp3Cm2SwEydOpF69ekW%2BlixZYjm%2Bbt06IiMjCQsLY8iQIZw5c%2Ba24lHFT0RERByCI1b8Fi5cyLp160hISCA/P5%2BRI0fi7%2B/PgAEDSjw/PT2dESNG0L17d0ub7%2B%2B32Pzvf/9LXFwc48aNIyQkhEmTJhETE8Mbb7xR6nhU8RMRERGxkcWLFzNs2DCaNGlC8%2BbNeemll3j//fdveH56ejoPPPAAAQEBli%2Bf3286vmTJEjp16sQTTzxBSEgI06dPJykpiWPHjpU6HiV%2BIiIi4hAKC63/ZUsZGRmcPHmSpk2bWtoeeughjh8/TmZmZrHzs7OzycjI4O677y7xert27aJJkyaW76tXr05QUBC7du0qdUxK/ERERMQhOFril5WVBUBgYKClrUqVKgD8%2Buuvxc5PT0/HZDIxf/582rRpw%2BOPP86qVassxzMzM4tcC8Df37/Ea92I5viJiIiIy8rMzLQkaNcEBAQUS7BuJDc3l4yMjBKPXbp0CQBPT09L27XneXl5xc4/ePAgJpOJOnXq8NRTT/Hdd9/x6quv4uvrS4cOHcjNzS1yrWvXK%2BlaN6LET0RERByCLSp0y5cvJyEhoUhbdHQ0Q4cOLdXrd%2B3aRb9%2B/Uo8NnLkSOBqkufl5WV5Dljm7V3viSeeoH379txxxx0AhISEcPjwYT744AM6dOiAl5dXsSQvLy%2BvxGvdiBI/ERERcVk9e/YkIiKiSFtAQECpXx8eHs7%2B/ftLPJaRkcGMGTPIysqiZs2awP%2BGf0vqw2QyWZK%2Ba%2BrUqUNycjIAVatW5dSpU0WOnzp16rbiVeInIiIiDsEWFb/AwMBSD%2BverqpVqxIUFERKSool8UtJSSEoKKjEPufOnUtqairvvvuupS0tLY06deoAEBYWRkpKClFRUQCcPHmSkydPEhYWVuqYlPiJiIiIQ3DEffx69%2B7NzJkzqVatGgCzZs3imWeesRw/c%2BYMXl5eVKhQgfbt27NgwQLefvttOnTowNatW1m9ejWLFy%2B2XKtv3748%2BOCDNGzYkEmTJtGuXTvuuuuuUsejxE9ERETERgYMGMDp06eJjo7Gzc2NHj160L9/f8vxHj160L17d4YOHUpoaChz585l3rx5zJ07lxo1ajBr1iwaNWoEQKNGjRg/fjzz5s3j3Llz/O1vf2PChAm3FY8SPxEREXEIjljxc3NzIyYmhpiYmBKPb9mypcj3kZGRREZG3vB6UVFRlqHeP0P7%2BImIiIi4CFX8RERExCE4YsXvr0aJn4iIiDgEJX5lp6FeERERERfhlBW/iIgIjh8/bvne3d2du%2B66i169ehVZSWMN8fHxfPvtt7z33ntWva6IiIgUpYpf2Tll4gcQGxtL586dAcjPzyc5OZm4uDjuuOMOnnjiCYOjExEREbE/px3qrVixIgEBAQQEBFC9enW6d%2B9OixYtSExMNDo0ERER%2BRMKC63/5WqcNvEribu7Ox4eHmRnZxMTE0OLFi1o0KABjz76KJs2bbKcV69ePebOnUt4eDjPPfccAF999RXdu3cnLCyMxx9/nB07dljOv3LlCuPGjaNx48a0bNmShQsX2v29iYiIODslfmXntEO917ty5QpffPEF27ZtY/LkyUyaNIlDhw7xzjvv4OPjw1tvvUVcXBxt2rTB09MTgC%2B%2B%2BIIPPviAwsJCDhw4wKBBgxgyZAidO3cmMTGRwYMHW6qHqamphIaGsnr1arZs2cKUKVNo06YNdevWLXWMmZmZlhs3X1OlSoDN7h/4l%2BVu53%2BSbm5FH8XmfHzs25%2BXV9FHu7uNm6dbTeXKRR/t7fe7DNhNSEjRR3srX97%2BfXp7F320p0uX7N%2BnWI3JbDabjQ7C2iIiIsjKysL99yQiNzcXb29v%2BvTpw8iRI/n4449p0KAB9913HwAHDx6kU6dOfPnll1SvXp169eoxduxYevfuDcCUKVPYu3dvkQUcc%2BbMoWvXrnz66aesWLGCpKQkTCYTAE2bNmXcuHGWOYalER8fT0JCQpG2IUOiGTZsaJn%2BLERERKzqm28gPNyQrofa4CMxPt761/wrc9qK37Bhw%2BjYsSMAXl5eBAQE4PZ7VeeJJ55g06ZNfPjhhxw8eJA9e/YAUFBQYHl9jRo1LM8PHTpE/fr1i1z/hRdesDyvWbOmJemDq/MLL1%2B%2BfFvx9uzZk4iIiCJtVaoEYERabjJhSL8Apt/O2rdDNzfw84Pz5%2BG6v3%2B78fW1f58AHh5w5YohXaele9i1Py8vCA6GQ4fgNn8srSJk13L7d1q5MnTsCImJcNbOP1MA06bZt7%2BQEFi6FPr0gbQ0%2B/YNsGiR/fv09oZ774UDByA31/79i8Ny2sTP39%2Bf2rVrl3hs1KhRpKam0q1bN3r37k1AQAA9e/Ysco7XdeNC7rcYfnQrYZjwdgupgYGBxYZ1na8WWwr5%2Bcb0W1BgXN8uJifHmH4vXzao7z9M4bCrs2eN6T811f59wtWkz4i%2BjRz6zM11qaFXV5yTZ21Om/jdSHZ2NuvWrePDDz8kNDQUgKSkJODGyVrt2rXZt29fkbZevXrRt29f2wYrIiIiFkr8ys6lVvUCeHp64uPjQ2JiIr/88gtff/0148ePByAvL6/E1/Tu3ZudO3eycOFCjhw5whtvvMGBAwdo0qSJPUMXERERKROXTPxmzJjBxo0beeyxx5g6dSqDBg0iICCgWFXvmlq1ahEfH89HH31Ely5d2LhxI/Pnz6dq1ap2jl5ERMR1aTuXsnPKod4tW7bc9HhkZCSRkZFF2nr06GF5vn///mKvad%2B%2BPe3bty/WPrSEJUa36l9ERETECE6Z%2BImIiIjzccUKnbUp8RMRERGHoMSv7Fxujp%2BIiIiIq1LFT0RERByCKn5lp4qfiIiIiItQxU9EREQcgip%2BZafET0RERByCEr%2By01CviIiIiItQxU9EREQcgip%2BZafET0RERByCEr%2By01CviIiIiItQxU9EREQcgip%2BZaeKn4iIiIiLUMVPREREHIIqfmWnxE9EREQcghK/stNQr4iIiIiLUMVPREREHIIqfmWnip%2BIiIiIi1DFT0RERByCKn5lp8RPREREHIISv7LTUK%2BIiIiIi1DFT0RERByCKn5lp8TvL8xUWGBMx25uxvW9e7d9%2B/P1haZN4eefITvbvn0DL65tb/c%2Ba9SAESNg1jwPjh%2B3e/fMHnnSvh26uwMBhPhnQX6%2BffsGePhh%2B/fp7X31sVkzyM21f//Jyfbtr3z5q4%2BLFsGlS/btG6B5c/v32agRfP89PP00pKbav3%2Bz2f59ilUo8RMRERGHoIpf2SnxExEREYegxK/slPiJiIiI2IjZbGbWrFmsXLmSwsJCevTowUsvvUS5csXX144ePZpVq1YVaw8PD2fx4sUANGnShAsXLhQ5/v3331OhQoVSxaPET0RERByCI1b8Fi5cyLp160hISCA/P5%2BRI0fi7%2B/PgAEDip0bFxfHiBEjLN8fP36cvn370q9fPwAyMjK4cOECmzZtwvvaXF6g/LV5rqWgxE9ERETERhYvXsywYcNo0qQJAC%2B99BJz584tMfGrWLEiFStWtHw/evRoHn30USIjIwFIT08nICCAu%2B6660/Ho8RPREREHIKjVfwyMjI4efIkTZs2tbQ99NBDHD9%2BnMzMTAIDA2/42h07dvDdd9%2BxceNGS9vPP/9McHBwmWJS4iciIiIOwRaJX2ZmJllZWUXaAgICbpqUlda1615/rSpVqgDw66%2B/3rSPBQsW0L17d6pXr25pS09PJycnh759%2B3Lo0CHuv/9%2BYmNjbysZVOInIiIiLmv58uUkJCQUaYuOjmbo0KGlen1ubi4ZGRklHrv0%2B76Snp6elrZrz/Py8m54zWPHjpGcnExcXFyR9oMHD3Lu3DlefPFFfH19efPNN%2Bnfvz/r16/H19e3VPEq8RMRERGHYIuKX8%2BePYmIiCjSFhAQUOrX79q1y7L44o9GjhwJXE3yvLy8LM8BfHx8bnjNjRs3cv/993PPPfcUaX/77be5cuWKZQXvzJkzadu2LV988QVdu3YtVbxK/ERERMRlBQYGlmlYNzw8nP3795d4LCMjgxkzZpCVlUXNmjWB/w3/3iy5/Prrr3m4hLv%2BeHp6Fqkeenl5UbNmzRtWHEtSfBMZERERkb%2BgwkLrf9lS1apVCQoKIiUlxdKWkpJCUFDQDZNNs9nMjz/%2BSOPGjYu1R0ZG8vHHH1vaLl26xJEjR6hTp06pY1LFT0RERByCo63qBejduzczZ86kWrVqAMyaNYtnnnnGcvzMmTN4eXlZhm%2BPHz/OxYsXiw3zmkwm2rVrR3x8PDVq1ODOO%2B9k7ty5VKtWjbZt25Y6HiV%2BIiIiIjYyYMAATp8%2BTXR0NG5ubvTo0YP%2B/ftbjvfo0YPu3btbFpOcPn0agEqVKhW71siRI3F3d2fEiBFkZ2fTvHlzFixYgJubW6njUeInIiIiDsERK35ubm7ExMQQExNT4vEtW7YU%2BT4sLOyGcwa9vLwYPXo0o0eP/tPxaI6fiIiIiItQxU9EREQcgiNW/P5qlPiJiIiIQ1DiV3Ya6hURERFxEar4iYiIiENQxa/sVPETERERcRGq%2BImIiIhDUMWv7JT4iYiIiENQ4ld2GuoVERERcRGq%2BImIiIhDUMWv7FTxExEREXERLlnxi4iI4Pjx48XaGzduzAcffGBARCIiInIrqviVnUsmfgCxsbF07ty5SJuHh4dB0YiIiMitKPErO5dN/CpWrEhAQIDRYYiIiIjYjeb4/UF2djYxMTG0aNGCBg0a8Oijj7Jp0ybL8Xr16jF37lzCw8N57rnnANi5cydRUVGEhobStWtXNm7caFT4IiIiTquw0PpfrsZlK343MmnSJA4dOsQ777yDj48Pb731FnFxcbRp0wZPT08AvvjiCz744AMKCwvJyspi4MCBDB8%2BnNatW/PDDz8wevRo/P39adKkSan7zczMJCsrq0hbgL8/ga5WlfT1tW9/5csXfbSzGjXs32dgYNFHu3O383871/qzd7/XeHvbv8/f/6%2ByPNpbfr59%2B7v2Z2zEnzVAo0b27zMkpOijPaWm2r/P37liomZtJrPZbDY6CHuLiIggKysL9z98EGzbto3PPvuMBg0acN999wFw8OBBOnXqxJdffkn16tWpV68eY8eOpXfv3gDMmTOH9PR04uPjLdeZOnUqx48fL9J2K/Hx8SQkJBRpix4yhKHDhv3ZtykiImJ9JhMYlDrce6/1r3nggPWv%2BVfmshW/YcOG0bFjxyJtPj4%2BPPHEE2zatIkPP/yQgwcPsmfPHgAKCgos59W4rkxz8OBBvvjiCxpd9xvflStXCA4Ovq14evbsSURERJG2AH9/uK5fu3FzM6ZfgO%2B/t29/5ctD/fqwZw9cumTfvoFZXzW1e5%2BBgdC3L7z3HmRm2r17RvTLuvVJ1uTuDpUrw9mz9q9EAWRn279PT8%2Br5eTjxyEvz/792/s9e3tfzQgOHIDcXPv2DfD00/bvMyQEli6FPn0gLc3%2B/RtEFb%2Byc9nEz9/fn9q1axdrHzlyJKmpqXTr1o3evXsTEBBAz549i5zj5eVleZ6fn0/Xrl0t8/2u%2BWM18VYCAwMJ/OPYm1HJl5GM%2BJCEq0mfAX2XsKuQ3WRmGtS/EcnXtX6N6NuIROSavDxj%2Bjfglyjg6ns1om8Dhz5JSzO2f3E4Lpv4lSQ7O5t169bx4YcfEhoaCkBSUhIANxoRDw4OJjU1tUgS%2Bc4775CXl1csGRQREZE/TxW/stOq3ut4enri4%2BNDYmIiv/zyC19//TXjx48HIO8GwyV9%2BvRh9%2B7d/Pvf/%2Bbw4cOsXbuW2bNnExQUZM/QRUREnJ5W9ZadEr/reHp6MmPGDDZu3Mhjjz3G1KlTGTRoEAEBAezbt6/E19SoUYP58%2Bfz9ddf06VLF%2BbMmcPo0aN5/PHH7Ry9iIiIyM255FDvli1bbngsMjKSyMjIIm09evSwPN%2B/f3%2Bx17Rs2ZKPP/7YegGKiIhIMa5YobM2VfxEREREXIRLVvxERETE8ajiV3ZK/ERERMQhKPErOw31ioiIiLgIVfxERETEIajiV3aq%2BImIiIi4CFX8RERExCGo4ld2SvxERETEISjxKzsN9YqIiIi4CFX8RERExCGo4ld2qviJiIiIuAhV/ERERMQhqOJXdkr8RERExCEo8Ss7DfWKiIiIuAhV/ERERMQhqOJXdqr4iYiIiLgIVfxERETEIajiV3ZK/ERERMQhKPErOw31ioiIiNiY2WzmmWee4eOPP77peceOHaN///48%2BOCDdO7cma1btxY5vn37drp06UJYWBj9%2BvXj2LFjtxWHEj8RERFxCIWF1v%2ByT9yFTJw4kW3btt30PLPZzJAhQ6hSpQofffQR3bp1Izo6mhMnTgBw4sQJhgwZQlRUFCtXruTOO%2B9k8ODBmM3mUseixE9ERETERjIyMnj66afZsmULfn5%2BNz03OTmZY8eOMX78eOrWrcvAgQN58MEH%2BeijjwBYsWIFDRo04JlnnuHee%2B9lypQpHD9%2BnG%2B//bbU8SjxExEREYfgiBW/PXv2UL16dT766CMqVqx403N37drFAw88QPny5S1tDz30ED/88IPleJMmTSzHfHx8qF%2B/vuV4aWhxh4iIiDgEWyRqmZmZZGVlFWkLCAggMDDQKtePiIggIiKiVOdmZWUV69ff359ff/21VMdLQ4nfX5mbm927zMzMZPny5fTs2dNq/%2BhvS/v2du0uMzOT5fHxhr3f2fZ9u8DV9xwfv5y%2BfQ36O6a6XXsr8ndc3b59A2BAn0Xec3Cw3fu3N6N/jrmN%2BVXWYnnPn31m0M%2BxMWzxRx0fv5yEhIQibdHR0QwdOrRUr8/NzSUjI6PEYwEBAUWqd7eSk5ODp6dnkTZPT0/y8vJKdbw0lPhJEVlZWSQkJBAREeES/5m42vsF13vPrvZ%2BwfXes6u9X3DN92wrPXv2LFaRCwgIKPXrd%2B3aRb9%2B/Uo89p///IfIyMhSX8vLy4vffvutSFteXh7e3t6W439M8vLy8m45d/B6SvxERETEZQUGBpYpeQ4PD2f//v1WiaVq1ar8/PPPRdpOnTplia9q1aqcOnWq2PH777%2B/1H1ocYeIiIjIX0BYWBh79uwhNzfX0paSkkJYWJjleEpKiuVYTk4Oe/futRwvDSV%2BIiIiIgY5c%2BYMFy9eBKBZs2ZUr16dmJgYDhw4wIIFC/jvf/9Ljx49APj73//O999/z4IFCzhw4AAxMTHUrFmT8PDwUvfnNnbs2LG2eCPiuCpUqECzZs2oUKGC0aHYhau9X3C99%2Bxq7xdc7z272vsF13zPjm7RokU0a9asyNDsY489Rm5uLuHh4ZQrV45WrVqxdu1a5s2bR0ZGBlOnTuWBBx4AwM/PjwceeIAFCxbwzjvvULlyZWbOnEmlSpVKHYPJfDvbPYuIiIiIw9JQr4iIiIiLUOInIiIi4iKU%2BImIiIi4CCV%2BIiIiIi5CiZ%2BIiIiIi1DiJyIiIuIilPiJiIiIuAglfiIiIiIuQomfiIiIiItQ4iciTuvcuXMUFhaiGxSJiFzlbnQAIiLWZDabmT9/Pu%2B%2B%2By4XLlxg48aNzJ07l/Lly/PKK6/g6elpdIg2ceXKFbZv3056ejrlypWjXr16lnt/iohco3v1ikv47rvvSn1u06ZNbRiJsQoLCylXrhyZmZmkpKRQr1496tSpY3RYVpWQkMD69esZNWoUw4cPZ%2B3atRw9epQxY8bQvn17XnnlFaNDtLqDBw/y7LPPcubMGe6%2B%2B24KCws5cuQINWvW5M0336RatWpGhygifxFK/FxUSEgIJpOpVOfu27fPxtHYXkhISJHvTSYTZrMZHx8fPDw8OH/%2BPG5ubvj5%2BbFjxw6DorSdlJQUXnjhBWbMmEGdOnWIiori8uXL5OTkMGPGDDp16mR0iFbz8MMPM3XqVJo2bUqjRo1Ys2YNd911Fzt37uT5559n27ZtRododU899RSBgYFMmDCBChUqAHDhwgXi4uLIzc1lwYIFBkdovlel1QAAGshJREFUGwcPHmT//v1cvny52LEnnnjCgIhsLyUlhUWLFnHkyBHmz5/P2rVrqVGjBo899pjRoYmD0FCvi1q8eLHl%2BY8//sjChQsZPHgwDRs2xMPDg71795KQkEC/fv0MjNJ60tLSLM9XrlzJypUrmTRpEnXr1gXgl19%2B4ZVXXqFVq1ZGhWhTU6ZMoXPnzoSFhfH222/j5eXFli1bWL9%2BPfPmzXOqxO/06dMEBgYWa/fz8%2BPSpUsGRGR7u3fv5uOPP7YkfQAVK1bk%2Beefp0ePHgZGZjvvvvsuU6dOxc/PD19f3yLHTCaTUyZ%2BiYmJxMTE8P/%2B3//jyy%2B/JD8/H3d3d0aPHs25c%2Bfo06eP0SGKIzCLy3vkkUfMW7duLdaenJxsbt%2B%2BvQER2Vbz5s3N%2B/btK9a%2Bf/9%2Bc9OmTQ2IyPYaNmxoPn78uNlsNpu7d%2B9unjp1qtlsNpt/%2BeUXc2hoqJGhWd3AgQPNr776qtlsNpsffPBB89GjR80XLlwwDxw40Dxw4ECDo7ON3r17mxcvXlysfdWqVeZevXoZEJHttWzZ0rxw4UKjw7Crrl27mtesWWM2m//3b9tsNpvXrFljjoyMNDI0cSCq%2BAmZmZn4%2B/sXa/fx8eH8%2BfMGRGRbJpOJjIyMYsO/hw8fxsvLy6CobKtKlSr8/PPPXLp0ib179zJ69GgAtm/fTvXq1Q2OzrrGjh1LdHQ0f/vb37h8%2BTKDBw/mxIkTBAUF8frrrxsdnk20bNmSmTNn8u2339K4cWPc3d3Zt28f69ato2vXriQkJFjOjY6ONjBS68nNzeXhhx82Ogy7OnLkCA8%2B%2BGCx9tDQUDIyMgyISByREj%2BhXbt2xMbG8sorrxASEoLZbObHH39k4sSJTjUEeE2fPn0YNWoU//jHP4q838WLFzN06FCjw7OJ/v37M2TIEMqVK0fDhg1p1qwZ8%2BfPJyEhgSlTphgdnlVVq1aNlStXsmPHDg4ePEh%2Bfj7BwcG0atXKaVe4fvPNN4SGhvLbb7%2BxZcsWS3tYWBhHjx7l6NGjAKWe1%2BsIunXrxtKlS3n55ZeNDsVu7rnnHr7%2B%2ButiQ7qrVq3innvuMSgqcTRa3CFkZ2fzr3/9i88%2B%2B4zCwkIA3N3d6datG6%2B%2B%2BqpTVsGWL1/OihUrSE9PB%2BDee%2B/lqaee4vHHHzc4MtvZu3cvJ06coFWrVnh7e/PDDz/g7e1drPLp6E6cOFFiu8lkwsPDg8qVK%2BPm5mbnqMQa%2Bvbta0ler1y5QmpqKtWqVaNmzZrFkvrr5zE7i507d/Lcc8/RsmVLtmzZQrdu3Thy5Ai7d%2B/m9ddfp0WLFkaHKA5AiZ9YXLhwgUOHDmEymQgODi42YVoc2/nz5/Hy8sLLy4u0tDS2bt1K/fr1ne7Don79%2BpZfYEri7u5OZGQkEyZMcIp/4//9738JCQmx7E%2B4adMmduzYQeXKlfm///s/qlatanCE1nP9kPWtOMuQ9h%2BdOnWK999/n/T0dAoKCggODqZPnz4EBQUZHZo4CCV%2B4pJcbUuETZs28dJLL/Haa69Ro0YNoqKiqFatGidOnGDEiBE89dRTRodoNStXruStt97ilVdescyH%2BvHHH5k8eTJdu3alefPmzJgxg9q1azNx4kSDo/3zTp06xT//%2BU/279/P%2BvXrqVOnDvPnz2fu3LmEhYXh6%2BvLjz/%2ByPvvv%2B%2B0w4CnT5/m/PnzBAcHA/Dpp5/StGlTAgICDI7MNgYPHsyIESMsuxGI/BnOOeFFbikkJIT777%2B/VF/OJjExkWeffZYaNWpw6NChIlsiLF261OjwbGLOnDkMGzaMli1bsmLFCqpXr8769euZPXs277zzjtHhWVV8fDyTJ0%2BmVatW%2BPr64uvrS4sWLZgwYQLvv/8%2BoaGhxMTEsGnTJqNDLZN///vfVKhQgS%2B//JI6depw7tw5XnvtNVq3bs2yZct466236NOnD7NmzTI6VJvYsWMHHTp0YO3atZa2xYsX07lzZ1JSUgyMzHa%2B//573N01NV/KRv%2BCXJQzzn8prYSEBMaOHUvXrl1ZtmwZAM888wwBAQHMmzfPKffCOnr0qGWhzubNm3n00UeBq3Mbz5w5Y2RoVnfx4sUSPxzLlSvHhQsXAPD19eXKlSv2Ds2qkpKSSEhIsAzlJiUlceXKFXr27Gk5p0OHDixZssSoEG1q2rRpPPfcczz77LOWtmXLlvHGG28wefJkPvroIwOjs40%2BffowfPhwevXqRVBQULH518581yGxHiV%2BLqpZs2aW52%2B99RZdunRxmds6ueKWCEFBQXzzzTdUrVqVQ4cOERERAcDatWu5%2B%2B67jQ3Oyh555BFiY2MZM2YMDRo0wGw2s2fPHiZOnEhkZCQ5OTksWLCA0NBQo0Mtk3PnzhXZqHrHjh24u7sXmbNZsWJF8vPzjQjP5g4fPmz5BeZ6nTp14rXXXjMgItu79r7GjBlT7JjJZHKKuyyJ7SnxE%2BbPn88jjzxidBh244pbIgwbNoxRo0ZRUFBAu3btaNiwIdOmTWPZsmW3NWHeEYwZM4YJEyYwYMAAS9Lj4eFBVFQUAwcOZNu2bezZs4eZM2caHGnZ1KpViwMHDhAUFMSVK1dISkqiWbNmlC9f3nLOtm3buOuuuwyM0nbq1KnDhg0bGDhwYJH2LVu2UKtWLYOisq3r70Ak8mdpcYcwduxY8vLyePbZZwkKCrKsDnRWrrolwpkzZ8jIyLDM2zx48CB%2Bfn5UqVLF4Mhs49KlS5Z9/A4fPszatWtJTk5mz549RodmFYsXL2bhwoX84x//YOfOnSQmJvLmm2/SunVrrly5wldffUVsbCzPPfcc//jHP4wO1%2Bq%2B%2BuorBg8eTOPGjalfvz4A%2B/fvZ%2BfOncTHx9O2bVuDI7SN/Px8Tp8%2BTUFBAQBms5m8vDz27dtH586dDY5OHIESPyEiIoITJ07ccHNXZxw%2ByMrKYunSpS61JYKrfWCkpKSwevVqPvvsM7Kzs6lbty69e/fmySefNDo0q1m8eDGrV6/GZDLRt29fy/1px44dy4oVK%2BjVqxdxcXFOu3H1zz//zMqVKzl06BDu7u7Url2b3r17O22Vc9OmTbz66qv89ttvxY4FBATw1VdfGRCVOBolfsK333570%2BPXzwd0BmvXriUyMhIfHx%2BjQ7EbV/nAOH78OKtXr%2BaTTz7h2LFj%2BPn5cf78eWbNmuWUye2N/Prrr3h6enLnnXcaHYrNuOLWJp06daJp06b079%2Bf3r17s2DBAn777TcmTJjA4MGDiYqKMjpEcQCa4yeWxC47O5ujR49yzz33kJeX5xSb25Zk5syZvPrqq7Rp04YuXbrQtm1bp7w7yfVmzZpFhw4dbviB4eg%2B%2BugjVq9ezc6dOwkMDCQiIoKOHTvStGlTwsLCuO%2B%2B%2B4wO0ebMZjPbtm0jPT0dDw8P6tatS3h4uNFh2Ywrbm1y7Ngx3njjDWrVqkWDBg3IysoiMjKScuXKMX36dCV%2BUiqu9VMjJcrLy2P8%2BPF8/PHHAGzcuJFp06aRk5PD7NmzqVSpksERWldSUhKpqakkJiYybdo0Ro8eTUREBJ07d6Z169Z4eHgYHaLVOfsHRlxcHLVr12batGlOfdu9G9m/fz/R0dGcPn2au%2B%2B%2BG7PZzOHDhwkODmbevHnUrFnT6BCtzhW3NvHz8yMnJweA4OBg0tLSiIyMpE6dOvzyyy8GRyeOQkO9wsSJE9m9ezfjxo2jV69erFmzhkuXLhETE0PdunWZMWOG0SHa1J49e9i4cSPvv/8%2B7u7ufPPNN0aHZHUtW7Zk4cKF1KtXj4kTJ3LHHXcQHR3N8ePH6dKlC6mpqUaHWCYff/wx69evJzk5GT8/P9q1a0dkZCStWrWicePGfPLJJ067YhugV69e1KxZk3HjxlGhQgXg6i36YmNjuXjxIgsXLjQ4Quu72T2mnXVrk5iYGI4cOcL48eM5dOgQ06dPZ86cOWzcuNHyJXIrqvgJiYmJ/Oc//6FevXqWtnr16jFhwgSeeeYZAyOzrUuXLvHll1%2BSmJjI1q1bqVq1qtPOA2vbti3jxo1j/PjxhIeHM336dNq3b8/GjRuL7AXnqKKiooiKiuLMmTNs2LCBTz/9lOjoaLy9vSksLOSbb76hdu3aTlnNBdi7dy9TpkyxJH1wtTo0fPhwh6/m3ogrbm0SFxfHpEmT2L17N926dWPjxo306NGD8uXLO/0v6GI9SvyEixcvlrjQobCw0LIC1JmsWrWKxMREtm/fTpUqVejcuTNLliy5aQXB0bnKB8add97Jk08%2ByZNPPsmvv/7KunXr%2BPTTT5kwYQLx8fF069aNmJgYo8O0urCwMHbs2GG5Z%2B0133//vVPedvEaV1ip/uSTT/L666/j5%2BeHr68vU6ZMITc3F5PJxMyZMxk7dixeXl5O%2B0uNWJ%2BGeoWRI0dy6dIlpk2bRuvWrVmzZg0AL730EjVr1nS6e322adOGRx99lMcee4ywsDCjwzFMdna2y3xgHD582JIEfvrpp0aHYxXXb7z966%2B/snr1aiIjIwkNDaVcuXL89NNPrFu3jqeeeopRo0YZGKltuMpK9ZCQELZt24a/v7%2Bl7dr0BWfdtkZsS4mfcOHCBWJjY9m8eTOFhYX4%2Bflx4cIFWrVqxYwZM7jjjjuMDtGqzGbzDfcsdCarV68u9bnX9n8Tx9G3b99SnWcymZzy3tyusrVJSYlfo0aNWLNmjRI/%2BVM01CtUrFiR%2BPh4jh07Rnp6Ovn5%2BQQHBzvV/lj9%2BvUjISEBPz8/nn766Zue6ywfkvPmzSvVeSaTSYmfA3rvvfeMDsFQzr5SXcRWlPgJ3333neX5tcnhZ86c4ezZs3h4eBAQEODwd7Ro1qyZZUjT2TakvpEtW7bc9Pjly5edfv9CZ7Z69Wo6d%2B6Mp6fnLau7zpjYa2sTkT9HiZ8QFxfHL7/8QmFhIZUqVcJsNnP%2B/HlMJhMmkwmz2UxoaCjx8fEOuwI0Ojra8rxly5Y0btzYwGjs79y5c4wZM4Z7773X8mfRsWNHGjduzPjx46lYsaLBEcrtmjdvHm3btsXT0/Om1V1nreg6%2B0r1623YsKHIhvqFhYV8/vnnxe7M4ox/z2J9muMnvP7663z55ZdMnTrVsirw2LFjxMbGEhERQbdu3Rg7dixQ%2BuHDv7LQ0FD8/f159NFH6dKli%2BUG787s%2Beef5/Tp04wbN84yhL9v3z4mT55MUFAQ06ZNMzhC%2BbNOnTrFHXfcYbmLxZ49e0hOTsbf35%2BOHTtSvnx5gyO0jezsbCZNmkR4eDjdunVj5MiRrF%2B/3rJSPSIiwugQraK078NkMrF582YbRyPOQImf0Lx5c959991i25mkpaXRv39/kpOTSU9Pp1evXkWGhR3VxYsX%2BeKLL0hMTOTrr78mICCATp060blz5yJ7GTqTJk2asHz58mLzNg8cOMCTTz55y/s1y1/PpUuXePHFF0lKSmLdunXUrVuXVatWERcXR7Vq1fDy8iIvL4%2BlS5dStWpVo8O1mk8%2B%2BYTPP/8cDw8PHn74Ybp06WI55kor1UX%2BrHJGByB/DWfPni2x7fp9/JxlJWyFChXo0qUL8%2BbNY8eOHbz00kucPHmSPn36FPkQcSbe3t78%2BuuvxdrPnDnjcvc7dRbz5s3j%2BPHjLFmyhDp16nDp0iUmTpxIaGgoGzduZMOGDZaV%2Bc5i0aJFxMbGkpubS05ODjExMcyePdty3NfXV0mfyC3of3yhR48evPzyywwfPpwGDRpgNpvZs2cPc%2BfOpXv37pw9e5YZM2Y45aKIn376iV27drFnzx7KlStHw4YNjQ7JJqKiooiNjWX48OGWoe20tDTmzp1Lt27dDI5O/ozExEQmT57MQw89BMDWrVu5ePEiffv2tSQ/UVFRDBw40MgwrWrZsmVMmjTJMpctMTGRmJgYhg8f7jS/mIrYmhI/YcSIEVSoUIF///vfZGZmAhAYGMhTTz3FgAED2L59O%2B7u7owZM8bgSK3j22%2B/JTExkU2bNnHu3Dnat2/P8OHDadOmDZ6enkaHZxPPP/88ZrOZqVOnWja8rVy5Mn379uXZZ581ODr5M7KysqhVq5bl%2B%2B3bt%2BPm5karVq0sbVWqVLGsfHUGx44do0WLFpbvIyIiyMnJITMz06mGs0VsSYmfYDKZGDRoEIMGDeLs2bO4u7sXWeXZunVrWrdubWCE1vXPf/6TNm3aMGrUKNq3b1/i7eqcxR/nQyUnJ3PmzBk8PDy0ktfBVa1alWPHjhEUFITZbCYpKYmwsDAqVapkOSc1NZXq1asbGKV15efnF5ma4O7ubpnLKCKlo8RPADhy5Ai7d%2B/mypUrxY452xYBjz32GIMGDSpSLXFGixYtYvr06bRo0YL8/HxiYmL46aefePHFF40OTaygW7duTJo0ieeff57k5GROnjzJiBEjLMfT0tKYPXs2jz/%2BuIFRishfjRI/4a233mLmzJlUqlTJsoHzNc64B9jmzZsZMmSI0WHYnOZDObdBgwaRnZ1NbGwsJpOJYcOGWRYnTZs2jYULF9KuXTsGDRpkcKTWpT3tRMpG27kILVu2ZMCAAQwYMMDoUOzitddeIzU1lf79%2BxMUFFTs7hWOfpeSaxo0aMDmzZstc5/y8/MJDQ3liy%2B%2B0HwoJ7d//34KCgp44IEHjA7FqrSnnUjZqeInXL58mY4dOxodht1c24T666%2B/Bv63TY3ZbMZkMrFv3z7DYrMmzYdyXc66H%2BWtbkMoIremxE/o2rUrS5cuZdSoUS4xBKhKgIiIuColfkJ2djYrV65k3bp11KxZs9gGqIsXLzYoMtuoUaOG0SHYjeZDiYjI9TTHT0hISLjp8ejoaDtFYh8hISE3rWw6y1Cv5kOJiMgfKfETl/PH%2B9IWFBRw9OhRFi5cyAsvvMCjjz5qUGQiIiK2pcRPAFizZg3vvvsuR48eZdWqVSxevJiAgACXuqvDN998w5QpU1i9erXRoYiIiNhEOaMDEOMtXbqU6dOnExUVZdnAuUGDBrz99tu3HAZ2JnfeeScHDx40OgwRERGbUcVP6NSpEy%2B//DLt2rWjUaNGrFmzhrvuuoukpCTGjBlDUlKS0SFaVUkVvYsXL7Jy5UoqVqzodItZRERErtGqXuHEiRPUrVu3WPtdd93Fb7/9ZkBEtnVtH79rTCYTHh4eNGzYkBdeeMGgqERERGxPiZ8QFhbG6tWrGTp0qKXNbDbzzjvvEBoaamBk1nfq1CkSExMtGxvv2bOH5ORk/P396dixI%2BXLlzc4QhEREdvRUK/w008/8eyzz%2BLv709aWhotWrTg8OHD5OTk8NZbb3H//fcbHWKZXbx4kREjRpCUlMS6deuoW7cuq1atIi4ujmrVqlnuaPH%2B%2B%2B9TrVo1o8MVERGxCSV%2BAly9bdvatWtJT0%2BnoKCA4OBgHn/8cSpUqGB0aFYxdepUtm3bxtixY2ncuDE5OTm0bt2ae%2B%2B9l/feew8PDw/%2B9a9/cfHiRWbOnGl0uCIiIjahoV4BwMvLi6ioKMqVK0dmZiYpKSlkZmYSHBxsdGhWkZiYyOTJk3nooYcA2Lp1KxcvXqRv376WO5VERUUxcOBAI8MUERGxKW3nIqSkpNC6dWu%2B/fZbMjMziYqKYsyYMXTt2pUNGzYYHZ5VZGVlUatWLcv327dvx83NjVatWlnaqlSpQk5OjhHhiYiI2IUSP2HKlCl07tyZsLAwPvzwQ7y8vNi2bRsTJkwotgLWUVWtWpVjx44BVxeuJCUlERYWRqVKlSznpKamUr16daNCFBERsTklfsJPP/3E008/jY%2BPD1u2bKFjx454enrSrFkzTpw4YXR4VtGtWzcmTZrE5s2bmTx5MidPnqRPnz6W42lpacyePVu3axMREaemOX5ClSpV%2BPnnn7l06RJ79%2B5l9OjRwNXhUGepgA0aNIjs7GxiY2MxmUwMGzaMLl26ADBt2jQWLlxIu3btGDRokMGRioiI2I5W9QqLFy9mxowZlCtXjvvuu48VK1Ywf/58EhISmDJlCl27djU6RJvav38/BQUFPPDAA0aHIiIiYlNK/ASAvXv3cuLECVq1aoW3tzc//PAD3t7ehISEGB2aiIiIWImGegWAmjVrUrduXby8vEhLS2Pnzp3Ur1/f6LBERETEirS4Q9i0aRNt2rQhJSWFI0eO8OSTT7Jq1SoGDx7MkiVLjA5PRERErESJnzBnzhyGDRtGy5YtWbFiBdWrV2f9%2BvXMnj2bd955x%2BjwRERExEqU%2BAlHjx6lU6dOAGzevJkOHToAcO%2B993LmzBkjQxMREREr0hw/ISgoiG%2B%2B%2BYaqVaty6NAhIiIiAFi7di133323scGJiIiI1SjxE4YNG8aoUaMoKCigXbt2NGzYkGnTprFs2TISEhKMDk9ERESsRNu5CABnzpwhIyOD%2B%2B%2B/H4CDBw/i5%2BdHlSpVDI5MRERErEWJnwCQn5/P6dOnKSgoAK7ezzYvL499%2B/bRuXNng6MTERERa1DiJ2zatIlXX32V3377rdixgIAAvvrqKwOiEhEREWvTql5h1qxZdOjQgfXr1%2BPn58eyZcuYP38%2BNWrU4IUXXjA6PBEREbESLe4Qjh07xhtvvEGtWrVo0KABWVlZREZGUq5cOaZPn05UVJTRIYqIiIgVqOIn%2BPn5kZOTA0BwcDBpaWkA1KlTh19%2B%2BcXI0ERERMSKlPgJbdu2Zdy4cfz888%2BEh4fzySefsGfPHpYvX05gYKDR4YmIiIiVKPET4uLiqF27Nrt37yYyMpKwsDB69OjB%2B%2B%2B/z8svv2x0eCIiImIlWtXrwj755BM%2B//xzPDw8ePjhh%2BnSpYvlWHZ2Nl5eXnh4eBgYoYiIiFiTKn4uatGiRcTGxpKbm0tOTg4xMTHMnj3bctzX11dJn4iIiJNRxc9FderUiYEDB/LEE08AkJiYSExMDDt37sRkMhkcnYiIiNiCKn4u6tixY7Ro0cLyfUREBDk5OWRmZhoYlYiIiNiSEj8XlZ%2Bfj7v7/7ZxdHd3x8vLi7y8PAOjEhEREVtS4iciIiLiInTnDhe2YcMGfH19Ld8XFhby%2Beefc%2BeddxY579o8QBEREXFsWtzhoiIiIkp1nslkYvPmzTaORkREROxBiZ%2BIiIiIi9AcPxEREREXocRPRERExEUo8RMRERFxEUr8RERERFyEEj8RERERF6HET0RERMRFKPETERERcRFK/ERERERcxP8HJiFTiZfiFugAAAAASUVORK5CYII%3D\" class=\"center-img\">\n",
       "    <img 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FBR0RdsPGDDgitbLyckxPav8nICAANPp4ezs7AoxAwICqvx53kr8bmS2uIN/w4awaxfcfDPs3Wv18MYyx7ryoKDA%2BjENBnBzg8JCsMWFHh5lZ60b0GAADw/Iz7fJAZ8q8bz8SlXMYABvbzhzxjZf4xo%2BjvVzXFpmm6etODnBeU85tKpq1WwT93r8XVw%2Bfz4JCQlmbSNHjiQuLq5K4%2BTn55vdjB7Kb5xfVFQEQEFBwSWXVxUlfmLO17f8J9rX19Y9sRqDwTZ/HG3JoZ4KZjD87%2BUgX2gHPGQHO9hyDvVzfB3169eP2NhYs7bAwMAqj%2BPm5lYhiSsqKsLd3f2Syz08PKq0H0r8RERExD44Vf3UhKCgoCs%2BrWuJWrVqcfToUbO2o0ePmmJfbHlVJ6Ga3CEiIiJynTVv3pzU1FTO3UzFaDSSkpJC8%2BbNTcu3bt1qWv/IkSMcOXLEtLyqKPETERER%2B%2BDkVPWv6ygnJ4eCvy7m7tKlC6dPn2batGns3r2badOmkZ%2BfT9euXQHo378/n332GUlJSWRkZDBu3Djat29fpbdyASV%2BIiIiYi/sLPGLiYlhzZo1AHh5ebFw4UK2bt1Knz59SE9P55133qF69eoAREVFMWXKFN544w369%2B9PjRo1mDFjRpX3STdwvpHZ4srdqChISYEWLSA11erhbTGr15bXhNtqVq%2B7e3lsh5jV6%2BT0v1m9NpgCaYtZvU5O/5vVa4tZnzaZ1WvDH2RbzeqtVg1KS20S2nazet3cqn6fhYVVv88bmCZ3iIiIiH24zhU6R6ARFBEREXEQqviJiIiIfVDFz2JK/ERERMQ%2BKPGzmEZQRERExEGo4iciIiL2QRU/i2kERURERByEKn4iIiJiH1Txs5gSPxEREbEPSvwsphEUERERcRCq%2BImIiIh9UMXPYhpBEREREQehip%2BIiIjYB1X8LKbET0REROyDEj%2BLaQRFREREHIQqfiIiImIfVPGzmEZQRERExEGo4iciIiL2QRU/i13VCMbGxhIWFmZ6RURE0KVLF/79739fp%2B7deDZv3kxYWNg1LxcREZFr5ORU9S8Hc9UVvwkTJtCtWzcASkpK2LRpExMnTsTX15fevXtXeQdFREREpGpcdarr7e1NYGAggYGB1KlTh/vvv582bdqwbt2669E/ERERkXKq%2BFmsSo7Y2dkZFxcXcnNziY%2BPp02bNtxyyy106dKF5ORk03pr1qyhc%2BfOREZG0q1bN7NliYmJdOjQgcjISPr06cPPP/9sWrZz504GDRrErbfeSufOnfnggw9MyxYsWMBzzz3HpEmTaNGiBW3atGHRokWm5WVlZcydO5dWrVrRqlUr3nzzTe699142b94MwOnTpxk7diwtWrQgJiaGqVOnUlBQAJSfto2NjWXSpElER0fzzjvvVDj23NxcxowZQ1RUFJ07d%2BaXX36piiEVERERqXIWTe4oLi5m48aN/PDDD0yfPp1p06axd%2B9eFi9ejIeHB%2B%2B%2B%2By4TJ06kXbt2nDlzhnHjxjFlyhRatWrFV199xZgxY/j22285fPgws2fPJiEhgSZNmpCYmMjo0aP59ttvKSoq4vHHH%2Bf%2B%2B%2B9n6tSpZGZm8tJLL%2BHp6Wk6tbx27VoGDBjAp59%2Byvr165kzZw4dO3akYcOGLFy4kFWrVvHPf/4Tf39/Jk%2BezIEDB0zHMHHiRIqLi/nwww8pLCzk1VdfZcqUKUyfPh2AQ4cOUVRUxMqVK3FxcTHbFmDSpElkZmaydOlSjh8/zvjx469pLLOzs8nJyTFrC2zYkCBf32va3zULDzd/l%2BvKYLBdTFvEBqz/H/b5B2yD/%2B5tUVA4F9MBixnyd6dvaotddeI3adIkpk6dCkBBQQHu7u4MGTKEnj17UlJSwtChQwkNDQVg2LBhJCUlcezYMU6cOEFxcTG1a9embt26DBs2jLCwMNzc3Dh06BAGg4Hg4GBCQkIYPXo0HTp0oKysjM8//5yAgABGjx4NwE033cShQ4dITEw0JX6%2Bvr688MILVKtWjccee4xFixaxfft2GjZsyLJlyxg9ejQxMTEAzJw5k65duwLwxx9/kJyczJYtW/D29gZg6tSp9O7dm/j4eNMxP/bYYzRo0ADALPE7c%2BYMX375JYmJiURERADw9NNPM2XKlKsdVpYvX05CQoJZ28hnniHumWeuel9VYtkym4S1VS5iqyTI3d02cQHc3GwV2cM2YW002N42iVrO09NWkW30A2WjH%2BRq1WwS1maxS0utH9NEiZ/FrjrxGzVqFJ06dQLAzc2NwMBAqv31nde7d2%2BSk5P5%2BOOPyczM5NdffwWgtLSUpk2b0r59e4YOHUrDhg2555576Nu3Lx4eHsTExBAaGkqPHj1o1qyZaZmzszOZmZlkZGQQFRVl6kNpaakpJkBISIjZ556enpSUlHD8%2BHGys7OJjIw0LWvUqBE1atQAYM%2BePZSVldGuXTuzYywrK2P//v1m%2B6/M3r17KS0tJfy86tj5sa5Gv379iI2NNWsL7NEDliy5pv1ds/Dw8qRvwADIyLBubMC4NcXqMQ0GMBqtHhaAwkLrxzQYypO%2BwkLbHLe7Md%2B6AQ2G8qSvoMAmB3ymxPqJrpNTedJ39iyUlVk9PN5eNvjGsuEPcmmZ7RJOmyZhYpeuOvELCAgwVb8uNG7cOFJTU%2BnVqxf9%2B/cnMDCQfv36AWAwGFi4cCHbtm1jw4YNrF%2B/nmXLlrFs2TKaNm1KUlISW7ZsYePGjaxcuZIPP/yQlStXUlJSQps2bXj55Zcv2icXF5cKbUajEWdnZ9PHFy6D8gTS29ubFStWVNi%2BVq1apKenA%2BUJ7pVydXW94nXPFxQURFBQkHnj3r3XtK8qkZEBqam2i%2B8gbJVwnottk/jWzkTOVQiMRptkQbZIvM6Pbcv4IlVOFT%2BLVdkI5ubm8sUXXzBv3jxGjRrFvffey6lTp4DyRGvPnj3MmjWLW2%2B9lWeffZbVq1dTp04dvvvuO1JTU1m4cCGtW7cmPj6er776isLCQrZu3UrDhg3Zu3cvISEhNGjQgAYNGpCWlsb7779/2T75%2BPgQFBRkqjxC%2Bana06dPA9CwYUPOnDmDwWAw7bugoIDZs2dTVFR02f03atQIFxcXswkdv/3229UOnYiIiIhVVNmTO1xdXfHw8GDdunX4%2B/uzd%2B9e07VuRUVF%2BPj48OGHH%2BLt7U2PHj3YvXs3hw4dolmzZri7u/PGG29Qs2ZN2rRpw08//UReXh5hYWHUqlWLhIQEXn75ZYYNG8bBgweZNm0aQ4cOvaJ%2BDRo0iPnz5xMcHIyfnx%2BvvvoqUF6BbNy4MW3btuX555/nxRdfpFq1arz00kvUqFEDHx%2Bfy%2B7by8uLXr16MXXqVGbMmEFBQUGF6/RERESkiqjiZ7EqG0FXV1fmzJnD2rVr6d69OzNnzuSpp54iMDCQHTt2EBgYyIIFC0zLp0yZwpgxY4iJiaFp06ZMmzaNd999l65du/L2228zZ84cGjdujJeXF4sWLWLfvn307t2bF198kUceeYQnnnjiivo1bNgw7r33XuLi4hgyZAgdOnTAYDCYTg/Pnj2bkJAQHn30UdP1h6%2B99toVH/dLL71EVFQUQ4cOZfz48QwcOPCaxk9EREQuQ/fxs5jBeOEFcH8z3377Lbfccgv%2B/v4AHD9%2BnDZt2rBhw4aLTtq4YdhihlpUFKSkQIsWNrnGz1hm/W9HW07u%2BOuWkVZl47kOeJSdtW5AJyfw8ID8fJtc8HaqxPpTa52cwNsbzpyxzTV%2BNXw0ucMabDm5w2Yzmf%2B6g0aVOu9yMEdQZad6b1TLly9n2bJlPP/88xgMBl5//XUiIyNv/KRPREREzDlgha6q/e1H8OWXX8bJyYmHH36Yhx56iLKyMt544w1bd0tERESulk71WuxvX/GrVasWb775pq27ISIiImJzf/vET0RERP4mHLBCV9U0giIiIiIOQhU/ERERsQ%2Bq%2BFlMiZ%2BIiIjYByV%2BFtMIioiIiDgIVfxERETEPqjiZzGNoIiIiIiDUMVPRERE7IMqfhZT4iciIiL24QZM/AoLC3nllVdYt24d7u7uDBs2jGHDhlVYb9CgQWzZsqVCe58%2BfZgxYwanTp3ijjvuMFvm6%2BvL5s2bq7S/SvxERERErtHs2bPZvn07S5Ys4fDhw7zwwgsEBwfTpUsXs/UWLFhAcXGx6fP09HRGjx7NgAEDANi9eze%2Bvr588cUXpnWcrkOiq8RPRERE7MMNVvHLy8sjKSmJRYsWERERQUREBLt27eKDDz6okPj5%2BvqaPi4tLWXevHk89thjREZGApCZmUnDhg0JDAy8rn2%2BsUZQRERExE5kZGRQUlJCVFSUqS06Opr09HTKysouut3KlSs5deoUjz/%2BuKlt9%2B7d3HTTTdezu4AqfiIiImIvrkPFLzs7m5ycHLO2wMBAgoKCLrttTk4Ofn5%2BuLq6mtpq1qxJYWEhJ0%2BexN/fv8I2RqORd999l8GDB%2BPp6Wlq37NnDyUlJTz44INkZWXRsmVL4uPjr6gfV0OJn4iIiNiH65D4LV%2B%2BnISEBLO2kSNHEhcXd9lt8/PzzZI%2BwPR5UVFRpdts3ryZP//8k4ceesisPTMzE39/f%2BLj4zEajcybN48nn3ySpKQkqlWrdjWHdElK/ERERMRh9evXj9jYWLO2K73Ozs3NrUKCd%2B5zd3f3SrdZu3Yt7dq1M7vmD2D16tUYDAbTdvPnzycmJob09HRatGhxRf25Ekr8RERExD5ch4pfUFDQNZ9OrVWrFidOnKCkpARn5/KUKicnB3d3d3x8fCrd5rvvvmPkyJEV2j08PMw%2BDwgIwNfXl6ysrGvq28VocoeIiIjINWjatCnOzs6kpaWZ2rZu3UpkZGSlt2I5fvw4Bw4cIDo62qw9NzeX22%2B/nU2bNpnasrKyOHHiBI0aNarSPivxExEREfvg5FT1Lwt4eHjQu3dvJk%2BezLZt20hOTmbx4sUMHjwYKK/%2BFRQUmNbftWsXbm5uhISEmO3Hy8uL6OhoZsyYwbZt2/j111959tlnadu2LWFhYRb18UJK/ERERMQ%2B3GCJH0B8fDwREREMGTKEV155hbi4ODp16gRATEwMa9asMa177NgxfHx8MBgMFfYza9YsmjVrxvDhwxk0aBB169Zl7ty5FvfvQgaj0Wis8r1KlbDVV8ZgsGFsp4o/DNdVVBSkpECLFpCaat3YwPKPrD/Qfn7QqROsWwcnTlg9PN26WTeekxN4esLZs3CJ22pdN955VXt9zhVxdoaAADh2DEpKrB8/N9e68VxdoV49OHAALjKT8ro67zSf1fj6wj33wIYNcPKk9eM/8ID1YwJ07lz1%2B1y7tur3eQPT5A4RERGxDzfYkzvskUZQRERExEGo4iciIiL2QRU/iynxExEREfugxM9iGkERERERB6GKn4iIiNgHVfwsphEUERERcRCq%2BImIiIh9UMXPYkr8RERExD4o8bOYRlBERETEQajiJyIiIvZBFT%2BLaQRFREREHIQqfiIiImIfVPGzmBI/ERERsQ9K/CymERQRERFxEKr4iYiIiH1Qxc9iGkERERERB6GKn4iIiNgHVfwspsRPRERE7IMSP4tpBEVEREQchCp%2BIiIiYh9U8bOYEj8RERGxD0r8LKYRFBEREXEQqviJiIiIfVDFz2IaQREREREHoYqfiIiI2AdV/Cx2Q41gcXExCxYs4J577uGWW26hffv2zJgxg9zc3CqPtWDBAgYNGlTl%2BwUICwtj8%2BbN12XfIiIiDsvJqepfDuaGqvjNnTuX//73v7z66qvUq1ePAwcOMG3aNPbv38/bb79dpbGGDRt23RI/ERERkRvRDZX4ffrpp0yfPp02bdoAEBISwuTJk3nkkUfIzs4mKCioymJ5enpW2b5ERETEChywQlfVbqgRNBgMbNq0ibKyMlNbVFQUq1evxs/Pj9jYWFauXGlatnnzZsLCwgA4ePAgYWFhvPHGG9x%2B%2B%2B3Ex8cTGRnJpk2bTOvn5uYSGRnJzz//bDrVW1ZWRtu2bVmxYoVpPaPRSLt27fjss88A%2BPnnn%2BnTpw%2B33norPXr0YO3atWb9TkhIoE2bNrRq1YqkpKTrMjYiIiIilrqhKn6DBw9m/vz5JCcnc/fdd3PnnXcSExNDkyZNrngfKSkprFixgrKyMk6dOsX69etp3bo1AF9//TX%2B/v5ER0fz448/AuDk5ESXLl1Yv349DzzwAABpaWmcPHmSe%2B65h5ycHJ544gmeffZZ2rZtS1paGuPHjycgIICWLVuyfPlyEhMTmTVrFrVr1%2BaVV165pmPPzs4mJyfHrK1mzcAqrXLahago68YLDzd/tzI/P%2BvH9PY2f7c2a//Dfi6ezQrp9zhEAAAgAElEQVQFzjb4NVutmvm7tbm6Wjeei4v5u7X5%2Blo/pi1/kE%2BetH7Mc1Txs9gNlfiNGDGCevXqsWzZMj7%2B%2BGM%2B%2BugjPD09mThxoikpu5whQ4ZQv359ALp3786sWbN48cUXMRgMrF27lq5du2IwGMy26d69O4MGDSI3NxcvLy/Wrl3L3XffjZeXF%2B%2B%2B%2By533nknAwcOBKBBgwbs2LGDJUuW0LJlSz7%2B%2BGOGDBlChw4dAHj11Vfp3r37VR/78uXLSUhIuGA8RjJqVNxV76sqXDBE1pOSYpu4y5bZJGwnm0Qt99cVFQ7Dw8NGgT0DbBQY2yQkAAE2OubatW0Tt14928QFuOMO68c87wyZ1Snxs9gNlfgB9OzZk549e3LixAm%2B//57li5dysSJE02ndC%2Bnbt26po87dOjAxIkTSU9PJywsjO%2B%2B%2B47ExMQK29x2220EBgbyzTff0L17d9atW8fYsWMByMzMZOPGjUSdV4kqLi6mYcOGAOzZs4cRI0aYljVp0oTq1atf9XH369eP2NhYs7aaNQMxGq96VxYzGLBJXABDdAvrBgwPL0/6BgyAjAzrxgbWzbR%2BouvtXZ70/fgjnDlj9fDcdZd14zk5lSd9%2Bflw3lUkVuNZcMz6QatVK0/6Tp6E0lLrx8/Ls248F5fypO/PP6G42LqxAXbutH5Mb%2B/ypG/LFtv8IIvdumESv4yMDFatWsX48eMB8PPzo0ePHnTu3JlOnTqZXat3Tmklv9Dc3NxMH1evXp0OHTqwdu1asrKyqFmzJrfeemul8bt168batWtp0KABJ06coH379gCUlJTQo0cPnnzySbP1nc87fWO8IEtyvoZTO0FBQRVO69oq%2BbKp1FTbxM3IsEnsEyesHtLkzBnbxLdF8nUurk1il5TYIOhfSkttE7%2BoyPoxoTzps0VsW576PHPGtvGtTRU/i90wI1haWsr//d//8dtvv5m1u7q64u7ujr%2B/Py4uLpw9e9a07MCBA5fdb/fu3fnmm29ITk6mW7dul1zvhx9%2BYO3atcTGxuLx13mhhg0bsn//fho0aGB6bdiwgc8//xyAm2%2B%2BmV9%2B%2BcW0n4MHD3L69OmrOnYRERERa7hhEr%2BIiAjat2/P008/zeeff87BgwdJS0tj0qRJFBUV0alTJyIjI/nkk0/YuXMnmzdvZvHixZfdb7t27cjOzr5s4te0aVOCgoJYunQpXbt2NbUPGDCA7du3M2/ePPbt28fnn3/Oa6%2B9RnBwMAADBw4kMTGRtWvXsnPnTiZOnIiT/iMRERGperqBs8VuqCP%2B17/%2BRa9evUhISKBr16488cQT5ObmsnTpUry8vBg9ejQ%2BPj706dOHadOm8cwzz1x2n66urnTs2JHatWsTfpmZm926daNatWq0a9fO1Fa3bl3efvttvvvuO%2B677z7%2B9a9/MX78eHr27AlAr169GDVqFFOnTmXAgAHcdddd%2BPj4WDYQIiIiUpESP4sZjBdeoCY3DJtNsLDl5A4nK08njooqn0ncooVNrvFb/pH1B9rPDzp1gnXrbHON3yUK79eFkxN4esLZs7a5xs87L8v6QZ2dy2fWHjtmm2v8rsNjNi/J1bV8Zu2BA7a5xi8tzfoxfX3hnntgwwbbXON3hXfaqHJ/TbysUnPmVP0%2Bb2A3zOQOERERkUtywApdVdMIioiIiDgIVfxERETEPqjiZzGNoIiIiNiHG3ByR2FhIRMmTKBly5bExMRc8o4jTz31FGFhYWavjRs3mpb/%2B9//pm3btkRFRTFhwgTy8/Mt7t%2BFVPETERERuUazZ89m%2B/btLFmyhMOHD/PCCy8QHBxMly5dKqy7Z88e5syZQ5vznplZo0YNANauXUtCQgJz5swhICCA%2BPh45syZw8svv1yl/VXiJyIiIvbhBjvVm5eXR1JSEosWLSIiIoKIiAh27drFBx98UCHxKyoq4uDBg0RGRhIYGFhhX4mJiQwZMoQOHToA8Morr/CPf/yDsWPHmh4qURVurBEUERERsRMZGRmUlJQQFRVlaouOjiY9PZ2yC%2B4flZmZicFgoF69ehX2U1payi%2B//ELLli1NbbfddhvFxcVkVPFz5FXxExEREftwHSp%2B2dnZ5OTkmLUFBgYSFBR02W1zcnLw8/PD1dXV1FazZk0KCws5efIk/v7%2BpvbMzEy8vLwYN24cW7ZsoXbt2sTFxXH33Xdz%2BvRpCgsLzWI6Ozvj6%2BvLn3/%2BWQVH%2BT9K/ERERMQ%2BXIfEb/ny5SQkJJi1jRw5kri4uMtum5%2Bfb5b0AabPiy64mXhmZiYFBQXExMQwfPhw1q9fz1NPPcXy5cupWbOm2bbn7%2BvC/VhKiZ%2BIiIg4rH79%2BhEbG2vWVtk1eJVxc3OrkJid%2B9zd3d2s/emnn2bQoEGmyRzh4eH8%2BuuvfPzxxzz77LNm256/r6q8vg%2BU%2BImIiIi9uA4Vv6CgoCs6rVuZWrVqceLECUpKSnB2Lk%2BpcnJycHd3x8fHx2xdJycnU9J3TqNGjdi9eze%2Bvr64ublx9OhRGjduDEBJSQknT5684iT0Smlyh4iIiMg1aNq0Kc7OzqSd97zmrVu3EhkZidMFSer48eOJj483a8vIyKBRo0Y4OTkRGRnJ1q1bTcvS0tJwdnYmPDy8SvusxE9ERETsww12A2cPDw969%2B7N5MmT2bZtG8nJySxevJjBgwcD5dW/goICAGJjY/n8889ZtWoV%2B/fvJyEhga1btzJw4EAABgwYwHvvvUdycjLbtm1j8uTJPPTQQzrVKyIiIg7qBruPH0B8fDyTJ09myJAheHl5ERcXR6dOnQCIiYlhxowZ9OnTh06dOjFp0iTeeustDh8%2BzM0338y7775LSEgIAN27d%2BfQoUO8/PLLFBUV0alTJ8aOHVvl/VXiJyIiInKNPDw8mDVrFrNmzaqw7Pfffzf7vG/fvvTt2/ei%2Bxo%2BfDjDhw%2Bv8j6eT4mfiIiI2IcbsOJnbzSCIiIiIg5CFT8RERGxD6r4WUyJn4iIiNgHJX4W0wiKiIiIOAhV/ERERMQ%2BqOJnMY2giIiIiINQxe8G9tfNvq3KYAB3dygsBKPR%2BvH/30fWDernB52AdTNTOHHCqqEB6PewwfpBo6KgUwqdxreA1FSrh38/0bpfY39/6N4dvv4ajh%2B3amgA7r%2B/ltVjOjlBdSDPI4CyMquHx83f%2BsfsAhTXrmf1uAAPjmls9ZiNGsG8e%2BDZL%2B4hM9Pq4fnsAevHBFTxqwJK/ERERMQ%2BKPGzmEZQRERExEGo4iciIiL2QRU/iynxExEREfugxM9iGkERERERB6GKn4iIiNgHVfwsphEUERERcRCq%2BImIiIh9UMXPYkr8RERExD4o8bOYRlBERETEQajiJyIiIvZBFT%2BLaQRFREREHIQqfiIiImIfVPGzmBI/ERERsQ9K/CymERQRERFxEKr4iYiIiH1Qxc9iGkERERERB6GKn4iIiNgHVfwspsRPRERE7IMSP4tpBEVEREQchCp%2BIiIiYh9U8bOYRlBERETEQajiJyIiIvZBFT%2BLKfETERER%2B6DEz2IaQREREREHYfcVv9jYWA4dOmT63NnZmXr16vHwww/z6KOPXnbbkSNH0qdPn%2BvcSxEREbGYKn4Ws/vED2DChAl069YNgJKSEjZt2sTEiRPx9fWld%2B/eNu6diIiIyI3hb5E6e3t7ExgYSGBgIHXq1OH%2B%2B%2B%2BnTZs2rFu3ztZdExERkari5FT1Lwfztz1iZ2dnXFxcKCkp4bXXXiMmJobo6GhGjRrFiRMnKqyfm5tLfHw8bdq04ZZbbqFLly4kJyeblq9Zs4bOnTsTGRlJt27dzJYlJibSoUMHIiMj6dOnDz///LNVjlFERMShKPGz2N/iVO/5iouL2bhxIz/88APTp0/n9ddfZ9WqVUyfPp3g4GAmTZrEpEmTmD9/vtl206ZNY%2B/evSxevBgPDw/effddJk6cSLt27Thz5gzjxo1jypQptGrViq%2B%2B%2BooxY8bw7bffcvjwYWbPnk1CQgJNmjQhMTGR0aNH8%2B233%2BJ0Fd9Q2dnZ5OTkmLX5%2BAQSGBhUJeNypQwG83dr8/Ozbjxvb/N3q4uKsn7M8HDzdyvz97duPB8f83drs8XflfN/jh3w75rVNWpk/ZghIebv1pSZaf2YUnX%2BFonfpEmTmDp1KgAFBQW4u7szZMgQevToQevWrXnhhRdo164dAK%2B88gpffvllhX3cfvvtDB06lNDQUACGDRtGUlISx44d48SJExQXF1O7dm3q1q3LsGHDCAsLw83NjUOHDmEwGAgODiYkJITRo0fToUMHysrKrirxW758OQkJCWZtI0aMZNSouGsdFou4udkkLJ062SZumza2iUunFBsFBpYts0nY7jaJCm3b2iiwDXl42LoH1uXiYpu48%2BbZJi7Ac89ZP2avXtaPaaL/ZCz2t0j8Ro0aRae/MgY3NzcCAwOpVq0ax48f5%2BTJk0RERJjWbdKkCXFxFZOp3r17k5yczMcff0xmZia//vorAKWlpTRt2pT27dszdOhQGjZsyD333EPfvn3x8PAgJiaG0NBQevToQbNmzUzLnJ2vbmj79etHbGysWZuPTyAFBVc7GpYxGMqTvsJCMBqtGxvg22%2BtG8/buzzp%2B/FHOHPGurEBOo1vYf2g4eHlSd%2BAAZCRYfXwq6daN9n18SlP%2Br77Dk6ftmpoADp0sH5Mg6E86cvPt83PsS0SMBcXKC62flyAceOsHzMkpDzp%2B%2Bc/4eBB68cX%2B/W3SPwCAgJo0KBBhfarSb7GjRtHamoqvXr1on///gQGBtKvXz8ADAYDCxcuZNu2bWzYsIH169ezbNkyli1bRtOmTUlKSmLLli1s3LiRlStX8uGHH7Jy5Upq1ap1xfGDgoIICjI/rWurX9pQHtcWsSu5/NIqzpyxUezUVBsE/UtGhk3iHz9u9ZBAedJni9hlZdaPea4oYjTaJr6jseWpz4MHHezUqyp%2BFvtbj6CPjw9%2Bfn5knFfV2LFjB%2B3ataPgvFJabm4uX3zxBfPmzWPUqFHce%2B%2B9nDp1CgCj0ciePXuYNWsWt956K88%2B%2ByyrV6%2BmTp06fPfdd6SmprJw4UJat25NfHw8X331FYWFhWzdutXqxysiIvK3dgNO7igsLGTChAm0bNmSmJgYFi9efNF1v/76a3r16kVUVBQ9evRgw4YNZstbtmxJWFiY2evs2bMW9/F8f4uK36UMGjSI119/nVq1ahEQEMC0adO47bbbcHd3N63j6uqKh4cH69atw9/fn7179zJlyhQAioqK8PHx4cMPP8Tb25sePXqwe/duDh06RLNmzXB3d%2BeNN96gZs2atGnThp9%2B%2Bom8vDzCwsJsdcgiIiJiJbNnz2b79u0sWbKEw4cP88ILLxAcHEyXLl3M1svIyGDkyJGMGzeOu%2B%2B%2Bm%2B%2B//55nnnmGTz75hPDwcLKysjhz5gzJyclmOUr16tWrtL9/%2B8Rv%2BPDhnDlzhtGjR1NSUkL79u156aWXzNZxdXVlzpw5zJo1i/fff5%2BQkBCeeuop/vWvf7Fjxw7uu%2B8%2BFixYwNy5c3n77bcJCAhgzJgxxMTEAOUzgt98802mTJlCcHAwc%2BbMoXHjxrY4XBERkb%2BvG%2BxUb15eHklJSSxatIiIiAgiIiLYtWsXH3zwQYXE74svvqB169YMHjwYgAYNGvCf//yHL7/8kvDwcPbs2UNgYCD16tW7rn22%2B8TvP//5zyWXu7i4MH78eMaPH3/JbTt27EjHjh3Nlj/44IOmj9u2bUvbi0wL7NWrF71sOs1JRERErC0jI4OSkhKizrs1V3R0NG%2B//XaFu3vcf//9FFcyA%2BnMXzMLd%2B/eTcOGDa97n%2B0%2B8RMREREHcR0qfpXdRzcwMLDChMvK5OTk4Ofnh6urq6mtZs2aFBYWcvLkSfzPu3HphWcCd%2B3axY8//sjDDz8MwJ49e8jPz2fQoEHs3buXpk2bMmHChCpPBpX4iYiIiH24DolfZffRHTlyZKW3frtQfn6%2BWdIHmD4vKiq66HbHjx8nLi6OFi1acM899wCQmZnJqVOnGDNmDF5eXixatIhHH32U1atX4%2BXldbWHdVFK/ERERMRhVXYf3cDAwCva1s3NrUKCd%2B7z8ydonO/o0aMMHToUo9HI/PnzTaeD33vvPYqLi/H09ARg7ty53H333WzcuJEePXpc1TFdihI/ERERsQ/XoeJX2X10r1StWrU4ceIEJSUlpnsH5%2BTk4O7ujk8lz4nMysoyTe5ITEw0OxXs6upqVj10c3MjJCSErKysa%2BrbxdxY02NERERE7ETTpk1xdnYmLS3N1LZ161YiIyMrPLY1Ly%2BPxx57DCcnJ5YuXWr2kAej0UjHjh1ZuXKl2fr79%2B%2BnURU/DFoVPxEREbEPN9jtXDw8POjduzeTJ09m%2BvTpZGdns3jxYmbMmAGUV/%2B8vb1xd3dn4cKF/PHHH7z//vumZVB%2BStjb25v27duzYMEC6tati7%2B/P6%2B//jq1a9fm7rvvrtI%2BK/ETERER%2B3CDJX4A8fHxTJ48mSFDhuDl5UVcXBydOnUCICYmhhkzZtCnTx/Wrl1LQUEBffv2Ndv%2B/vvvZ%2BbMmYwdOxZnZ2eee%2B45cnNzad26Ne%2B88w7VqlWr0v4q8RMRERG5Rh4eHsyaNYtZs2ZVWPb777%2BbPv7qq68uuR83N7eL3ne4KinxExEREftwA1b87I0SPxEREbEPSvwsphEUERERcRCq%2BImIiIh9UMXPYhpBEREREQehip%2BIiIjYB1X8LKbET0REROyDEj%2BLaQRFREREHIQqfiIiImIfVPGzmEZQRERExEGo4iciIiL2QRU/iynxExEREfugxM9iGkERERERB6GKn4iIiNgHVfwsphEUERERcRAGo9FotHUn5CLOnrV%2BTCcn8PCA/HwoK7N6%2BDNlnlaN5%2BQEnp7lQ22Dw2XVKuvH9PeH7t1h9Wo4ftz68QcNNlg3YFQUpKRAixaQmmrd2EB6mvV/xXp4QGgo7NxZ/qNsbdb%2BvvLygttvh59%2Bgtxc68YG6FB/j/WDurpCvXpw4AAUFVk/fuPG1o8JsGtX1e/z5purfp83MJ3qFREREfugU70W0wiKiIiIOAhV/ERERMQ%2BqOJnMY2giIiIiINQxU9ERETsgyp%2BFlPiJyIiIvZBiZ/FNIIiIiIiDkIVPxEREbEPqvhZTCMoIiIi4iBU8RMRERH7oIqfxZT4iYiIiH1Q4mcxjaCIiIiIg1DFT0REROyDKn4W0wiKiIiIOAhV/ERERMQ%2BqOJnMSV%2BIiIiYh%2BU%2BFlMIygiIiLiIFTxExEREfugip/FNIIiIiIiDkIVPxEREbEPqvhZTImfiIiI2AclfhbTCIqIiIg4CFX8RERExD6o4mcxjaCIiIiIg1DFT0REROyDKn4W0wieZ%2BXKlYSFhZGUlGTrroiIiMiFnJyq/mWhwsJCJkyYQMuWLYmJiWHx4sUXXfe3336jb9%2B%2BNG/enAceeIDt27ebLf/iiy/o2LEjzZs3Z8SIERw/ftzi/l1Iid95Vq9eTf369fnss89s3RURERGxA7Nnz2b79u0sWbKESZMmkZCQwFdffVVhvby8PIYPH07Lli1ZuXIlUVFRPPHEE%2BTl5QGwbds2Jk6cyMiRI1m%2BfDmnT58mPj6%2ByvurxO8vx44d48cff2TEiBH8/PPPHDhwwNZdEhERkfPdYBW/vLw8kpKSmDhxIhEREdx777089thjfPDBBxXWXbNmDW5ubowbN47GjRszceJEPD09TUni0qVL6dq1K7179yY8PJzZs2fzzTffVHk%2BosTvL1999RXe3t707NmToKAgs6pfQUEBEydOJDo6mrZt25KUlESzZs04ePAgAEeOHOHJJ5%2BkefPmxMbGkpCQQGlpqa0ORURERKwgIyODkpISoqKiTG3R0dGkp6dTVlZmtm56ejrR0dEYDAYADAYDLVq0IC0tzbS8ZcuWpvXr1KlDcHAw6enpVdpnTe74y%2BrVq2nfvj1OTk7ExsayatUqRowYgcFg4NVXXyU1NZX33nuPkpISJk6caErsjEYjI0eOJDw8nE8//ZScnBxefvllDAYDI0aMuOL42dnZ5OTkmLUFenkRFBRUpcd5WX99Q2Iw2OQiWmtHPHeItrpe2N/f%2BjF9fMzfre68X5BWER5u/m5lHh7Wj%2BnmZv5ubV5e1o1Xvbr5u9W5ulo/pouL%2Bbs1FRVZP%2BY51%2BGXdaV/fwMDr%2Bjvb05ODn5%2Bfrie9z1Qs2ZNCgsLOXnyJP7n/ZLPycmhSZMmZtsHBASwa9cuUz8ujBkQEMCff/551cd0KUr8KK/YpaSkMHToUAA6derEhx9%2ByNatW2natCmrVq1i0aJF3HbbbQC8%2BOKLPPbYYwBs2rSJw4cPk5SUhJOTE40aNeKFF14gPj7%2BqhK/5cuXk5CQYNY2csQI4kaNqqKjvEru7jYJ62mTqLb54wzQvbtt4gK0bWujwN1TbBN32TKbhA21SdRyDRrYMLgNRETYKnI9WwWG2rWtH3PPHuvH/IsRQ5Xvs9K/vyNHEhcXd9lt8/PzzZI%2BwPR50QUJ8sXWPbdeQUHBJZdXFSV%2BlFf73NzciImJAeCOO%2B6gRo0afPrpp7i5uVFcXExkZKRp/fNLunv27OHkyZNER0eb2srKyigoKODEiRP4%2BfldUR/69etHbGysWVuglxfk51tyaFfPYChP%2BgoKwGi0bmzgbJl1MzAnp/KkLz8fLqjKW8XXX1s/po9PedL33Xdw%2BrT143d/qYV1A4aHlyd9AwZARoZ1YwM7P7J%2BouvmVp707d8PhYVWD8%2BpU9aNV716edL366/w13XyVnV7bRtcE%2B7iUp70/fknFBdbP/7fSKV/fwMDr2hbNze3ConZuc/dLyigXGzdc%2BtdbLlHFVcmlPhRnvgVFBSYJW%2BlpaV89dVXPPjggxXWN56XEJWUlNCoUSPefPPNCut5e3tfcR%2BCgoIqlpXPnrV%2BNnKujG402iQTskXydS6uLWJfh5n6V%2Bz0aRvFT021QVDKkz4bxLb2/27nKyy0TfzcXOvHhPKkzyaxbXnqs7jYtvGt7Hr8nq707%2B8VqlWrFidOnKCkpARn5/KUKicnB3d3d3wuuJ6mVq1aHD161Kzt6NGjptgXW36lSeiVcvjJHXv37uW3337jxRdfZNWqVabXvHnzyM3NZf/%2B/bi4uJjda%2Bf8jxs2bMjhw4fx9/enQYMGNGjQgIMHDzJ//nzTBZwiIiJiuXP/pFflyxJNmzbF2dnZNEEDYOvWrURGRuJ0wfWIzZs3JzU11VQ8MhqNpKSk0Lx5c9PyrVu3mtY/cuQIR44cMS2vKg6f%2BK1evRpfX1/69etHaGio6dWtWzeaNGnC559/Tp8%2BfZg2bRrp6emkpaUxbdo0oHxGTkxMDHXr1mXs2LH8/vvv/Pzzz7z00kt4eHhQrVo1Gx%2BdiIiIXC8eHh707t2byZMns23bNpKTk1m8eDGDBw8Gyqt/BQUFAHTp0oXTp08zbdo0du/ezbRp08jPz6dr164A9O/fn88%2B%2B4ykpCQyMjIYN24c7du3p169qr2GVInf6tX06NGjwgWVUP5F%2BO9//8sTTzxBWFgYjz76KHFxcdx3330AuLi4UK1aNd566y3Kysp46KGHiIuL4%2B677%2BbFF1%2B09qGIiIj8rd1oFT%2BA%2BPh4IiIiGDJkCK%2B88gpxcXF06tQJgJiYGNasWQOAl5cXCxcuZOvWrfTp04f09HTeeecdqv81HT0qKoopU6bwxhtv0L9/f2rUqMGMGTMs7%2BAFDEajDa7gtzPJycm0adMGT8/yOafbtm1jwIABpKam4nI9p9KfPXv99n0xNp7tcKbMuvN6nZzA09M2l1MCrFpl/Zj%2B/uWziVevts01foMGW/kSiKgoSEmBFi1sco1fepr1f8V6eEBoKOzcaZtr/Kz9feXlBbffDj/9ZJtr/DrUt8EsV1dXqFcPDhywzTV%2BjRtbPybXZ7KSrW57ZCua3HEFEhIS2LhxI8OHD%2Bfs2bPMmTOH2NjY65v0iYiIiBlbTQD8O3H4U71XYu7cuRw8eJDevXszdOhQQkJCTNf5iYiIiHXciKd67Y0qflegSZMmLFmyxNbdEBEREbGIEj8RERGxC45YoatqOtUrIiIi4iBU8RMRERG7oIqf5ZT4iYiIiF1Q4mc5neoVERERcRCq%2BImIiIhdUMXPcqr4iYiIiDgIVfxERETELqjiZzklfiIiImIXlPhZTqd6RURERByEKn4iIiJiF1Txs5wqfiIiIiIOQhU/ERERsQuq%2BFlOiZ%2BIiIjYBSV%2BltOpXhEREREHoYqfiIiI2AVV/Cynip%2BIiIiIg1DFT0REROyCKn6WU%2BInIiIidkGJn%2BUMRqPRaOtOSOVOnbJ%2BTCcn8PaGM2ds8wNWoyDLugGdnSEgAI4dg5IS68YGcj1rWT2mkxNUrw55ebb5Gu/ZY914Hh4QGgo7d0J%2BvnVjAzS/zWD9oFFRkJICLVpAaqr148%2Bda914QUEwaBC8/z5kZ1s3tq3Y%2Bpife876Mbk%2Bvz8aN676fd7IVPETERERu6CKn%2BU0uUNERETEQajiJyIiInZBFT/LKfETERERu6DEz3I61SsiIiLiIFTxExEREbugip/lVPETERERcRCq%2BImIiIhdUMXPckr8RERExC4o8bOcTvWKiIiIOAhV/ERERMQuqOJnOVX8RERERByEKn4iIiJiF1Txs5wSPxEREbELSvwsp1O9IiIiIg5CFT8RERGxC6r4WU6Jn4iIiNgFJX6W06leEREREQehxE9ERETsQllZ1b%2BuN6PRyNy5c2ndujV33HEHs2fPpuwSgdPS0nj44YeJioqic%2BfOJCUlmS3v2bMnYWFhZq%2BdO3decX90qldERETkOvm///s/vvjiCxISEigpKWHs2LEEBATwj3/8o8K6OTk5PP744/Tv35%2BZM2fy66%2B/Eh8fT2BgIO3bt6e0tJR9%2B/axdOlSbrrpJtN2fn5%2BV9wfJX4iIiJiF%2BzxGr/ExERGjRpFy5YtASObCDMAACAASURBVHj%2B%2Bed5/fXXK038kpOTqVmzJmPGjAHgpptuYvPmzXz%2B%2Bee0b9%2BegwcPUlxczK233oqbm9s19UeJn4iIiNgFe0v8srKyOHLkCLfffrupLTo6mkOHDpGdnU1QUJDZ%2Bm3btqVp06YV9pObmwvA7t27qVOnzjUnfaDET0RERBxYdnY2OTk5Zm2BgYEVkrJrcW6/5%2B%2BrZs2aAPz5558VYoSEhBASEmL6/NixY6xevZq4uDgA9uzZg4uLC0888QTbt2%2BnYcOGjBs3jltvvfWK%2B6TET0REROzC9aj4LV%2B%2BnISEBLO2kSNHmpKtyykoKCArK6vSZXl5eQC4urqa2s59XFRUdNn9xsXFUbNmTfr16wfA3r17OXXqFH379mXUqFF8/PHHDBkyhDVr1lCnTp0r6q8SPxEREXFY/fr1IzY21qwtMDDwirdPT09n8ODBlS4bO3YsUJ7knTs9ey7h8/DwuOg%2Bz549y9NPP82%2BfftYtmyZad2pU6dSUFCAl5cXAJMnTyYlJYXPPvuMJ5988or6%2B7dM/IqLi3n77bdZtWoVWVlZ1KxZk86dOxMXF4eXlxexsbGMHDmSPn36MGjQIO74/%2B3deVhUdf//8efI5oJoIqioGViJqZCmot6uhJZbJrffn0vpbdmVqWiZSwLl7b5rKlRmi0VmlpbmkkFqUS5kklmpWIn7Aihpoigi8/vDnFsCjWJmTjPzelwX1wyfczif91GUN%2B/Pcpo3v2Vmn5CQwPLlyzly5AiVKlWiXbt2jBw58i99Y4iIiEjp2KLi5%2B/vX6ph3bCwMPbv31/ssYyMDGbPnk1WVpZlCPf68O/NcoicnByeeOIJjhw5wttvv11o9a67u7sl6QMwmUwEBQXdtOJYHKfcx2/OnDkkJSUxZcoUPv30U6ZPn87WrVsZPXo0ACtXrqRLly4lulZCQgJvvPEGo0eP5tNPPyUuLo5Dhw7xxBNP3HIfHhEREbEuR9vHr1q1agQEBJCammppS01NJSAgoNhks6CggKioKI4dO8Y777zDXXfdVeh4//79Cw1LFxQUsH//foKCgkock1NW/FatWsW0adNo2bIlcG2y5IQJE3jkkUeKXUXzZ9d67LHHLGXgWrVqMW/ePNq1a8f333/Pvffea5N7EBEREcfXt29f5syZQ/Xq1QGYO3cujz/%2BuOV4dnY2Xl5eVKhQgZUrV/L111/zyiuv4OPjY6kOenh4ULlyZcLDw3nppZeoX78%2BgYGBJCQkcP78eXr27FnieJwy8TOZTKSkpBAeHk6ZMteKmo0bN2b9%2BvXcdttthYZ64drKmkcffZTdu3dTv359Jk2aRHBwsOVaO3fupF%2B/fpYJmdWrV%2BeTTz6hZs2awLUMPCwsjK1bt7J3714aNGjA5MmTqVu3rgF3LyIi4pwccaBt0KBBnDlzhqioKNzc3OjVqxcDBw60HO/Vqxc9e/Zk%2BPDhJCYmUlBQwODBgwtdo3nz5rzzzjsMHDiQy5cvM2XKFE6fPk1oaChLliwpNPz7Z5wy8RswYAALFy5k48aNtGvXjlatWtG6dWvuvPPOYs9ftWoVMTExTJw4kZdffpmoqCgSExNxc3NjwIABPPfcc7Rr14727dvTokUL2rVrVySpe/XVVxk1ahRTpkwhPj6eJ598kg0bNhRayXMrxS0nL1fODz%2B/0i8n/yt%2Bz5Mtr3bnbudvSTe3wq92ZsSfs8n0v1cj%2Br/FfGabuL7dVSm2vSqdxo3t3%2Bfvv7haXu3NCttg/CVVqhR%2BdQVG3nNmpv37dGBubm5ER0cTHR1d7PHNmzdb3r/xxhu3vJbJZOKpp54q8UKOYq9hNpvNf/ur/8HWrFnDsmXL2L17NwUFBVSoUIHY2Fj%2B/e9/F1nccdttt7Fw4ULg2qTKNm3asGDBAtq2bQtAcnIyb7/9Njt27ODKlSt4enoydOhQhgwZAlyr%2BPn4%2BPDSSy8Vusa8efPo0KFDieKNi4srspx82LAoRowo2XJyERERu5g7F0aNMqTrDRusf83Ona1/zX8yp6z4wbWHGD/00EP8%2BuuvbNmyhaVLlxIbG0u9evWKnHvjxofe3t4EBgaSnp5uSfzatWtHu3btyMnJISUlheXLlzN//nzuvPNOOnbsCECTJk2KXOPAgQMlTvyKW05erpwf58//5VsvlTJloEIFuHDBmJJ6xbwz9u3QzQ0qV4azZ%2BHqVfv2DVws52v3Pk2ma1W33Fww4te%2BY8fs25%2BXF9SpA4cPw%2BXL9u0b4O4%2BTf78JGsLDoZly6BfP0hLs3//I0fat78qVaBrV1i/HrKz7du3UVzxnnHMod5/GqdL/NLS0li9ejXjxo0Drj24uHv37jzwwAN06tSJlJSUIl/j9odhvoKCAjw8PDh58iSLFi0iNjYWT09PvL29iYiI4P7776dPnz5s27bNkvi5/2GI8urVq5b5hSVR3HLyc%2BeM%2Bya3x2qnYuXnG9Ap15I%2BA/o24s/4%2Brel2WxM/7m59u8TriV9hvS9a5cBnf4uLc2Y/o0aCszOdr1hSFe8ZykVp9vO5erVqyxZsoS9e/cWavf09KRs2bJUKWY%2BxE8//WR5/9tvv3Ho0CGCgoLw9PRkxYoVfPnll4XON5lMeHt7F7pW2g2/VZ8/f54jR44UW10UERGRv8fRtnP5J3K6il%2BDBg1o3749Q4cOZdSoUTRu3JjTp0%2BzatUq8vLy6NSpU5G5dGvXrqVx48Y0adKE%2BfPnU6dOHVq0aIHJZKJPnz7ExMSQlZXFv/71L86fP8/GjRv54YcfmDx5cqFrhIWF0ahRIxYsWEBAQABhYWH2vn0RERGRm3K6xA9g/vz5LFq0iPj4eE6cOEH58uVp3bo1S5cuLXbJc//%2B/Vm5ciWTJ0%2BmcePGxMfHY/p96WNMTAw1a9Zk2bJlzJgxA3d3d5o1a8bSpUsJCAiwXKN79%2B4sX76c//73vzRt2pTXXnutyPCviIiI/H2uWKGzNqfMTMqVK8fIkSMZeZMJxjcunX7nnXdueS13d3cGDRrEoEGDbnleQEAA06dP/%2BvBioiISIko8Ss9p5vjJyIiIiLFc8qKn4iIiDgfVfxKT4mfFfzZcLGIiIjIP4ESPxEREXEIqviVnhI/ERERcQhK/EpPiztEREREXIQqfiIiIuIQVPErPVX8RERERFyEKn4iIiLiEFTxKz0lfiIiIuIQlPiVnoZ6RURERFyEKn4iIiLiEFTxKz1V/ERERERchCp%2BIiIi4hBU8Ss9JX4iIiLiEJT4lZ6GekVERERchCp%2BIiIi4hBU8Ss9VfxEREREXIQqfiIiIuIQVPErPSV%2BIiIi4hCU%2BJWehnpFREREXIQqfiIiIuIQVPErPSV%2BIiIi4hCU%2BJWeEr9/sEo%2BZoN6NlHR26C%2BT%2BfYtz9PT/D1hYsXIS/Pvn0DXlWq2b3P6zw8jOk3O9u%2B/Xl7X3s9dw5y7PztBcCcOfbv09//2uvIkZCZaf/%2BR4%2B2b3%2BNG0P//vDii7Brl337Bnj5Zfv3Wbbs/17Ll7d//%2BKwlPiJiIiIQ1DFr/S0uENERETERajiJyIiIg5BFb/SU%2BInIiIiDkGJX%2BlpqFdERETERajiJyIiIg5BFb/SU8VPRERExEWo4iciIiIOQRW/0lPiJyIiIg5BiV/paahXRERExEbMZjNz5syhRYsWNG/enFmzZlFwiwx2ypQp1KtXr9DH0qVLLcfXrVtHREQEoaGhDBs2jOy/%2BDgkVfxERETEIThixW/JkiWsW7eO%2BPh48vPzGTNmDL6%2BvgwaNKjY8w8cOMCoUaPo2bOnpc3792dPfv/998TGxjJx4kSCg4OZOnUq0dHRvPrqqyWORxU/ERERERtJSEhgxIgRNG3alBYtWjB69Gjefffdm55/4MAB7rnnHvz8/Cwf5cqVA2Dp0qV07tyZhx9%2BmODgYGbNmkVycjJHjx4tcTxK/ERERMQhFBRY/8OWMjIyOHnyJM2aNbO03XfffRw/fpzMzMwi5%2Bfk5JCRkcEdd9xR7PV2795N06ZNLZ/XqFGDgIAAdu/eXeKYlPiJiIiIQ3C0xC8rKwsAf39/S1vVqlUBOHXqVJHzDxw4gMlkYtGiRbRt25aHHnqIVatWWY5nZmYWuhaAr69vsde6Gc3xExEREZeVmZlpSdCu8/PzK5Jg3cylS5fIyMgo9tjFixcB8PT0tLRdf5%2BXl1fk/PT0dEwmE0FBQTz66KN88803vPDCC3h7e9OxY0cuXbpU6FrXr1fctW5GiZ%2BIiIg4BFtU6N5//33i4%2BMLtUVFRTF8%2BPASff3u3bsZMGBAscfGjBkDXEvyvLy8LO8By7y9Gz388MN06NCBypUrAxAcHMyhQ4d477336NixI15eXkWSvLy8vGKvdTNK/ERERMRl9e7dm/Dw8EJtfn5%2BJf76sLAw9u/fX%2ByxjIwMZs%2BeTVZWFrVq1QL%2BN/xbXB8mk8mS9F0XFBRESkoKANWqVeP06dOFjp8%2BffovxavET0RERByCLSp%2B/v7%2BJR7W/auqVatGQEAAqamplsQvNTWVgICAYvtcsGABu3bt4q233rK0paWlERQUBEBoaCipqalERkYCcPLkSU6ePEloaGiJY1LiJyIiIg7BEffx69u3L3PmzKF69eoAzJ07l8cff9xyPDs7Gy8vLypUqECHDh1YvHgxb7zxBh07dmTLli2sXr2ahIQEy7X69%2B/PvffeS6NGjZg6dSrt27endu3aJY5HiZ%2BIiIiIjQwaNIgzZ84QFRWFm5sbvXr1YuDAgZbjvXr1omfPngwfPpyQkBAWLFjAwoULWbBgATVr1mTu3Lk0btwYgMaNGzNp0iQWLlzIuXPn%2BNe//sXkyZP/UjxK/ERERMQhOGLFz83NjejoaKKjo4s9vnnz5kKfR0REEBERcdPrRUZGWoZ6/w7t4yciIiLiIlTxExEREYfgiBW/fxolfiIiIuIQlPiVnoZ6RURERFyEU1b8wsPDOX78uOVzd3d3ateuTZ8%2BfQqtpLGGuLg4duzYwTvvvGPV64qIiEhhqviVnlMmfgAxMTF06dIFgPz8fFJSUoiNjaVy5co8/PDDBkcnIiIiYn9OO9RbsWJF/Pz88PPzo0aNGvTs2ZOWLVuSlJRkdGgiIiLyNxQUWP/D1Tht4lccd3d3PDw8yMnJITo6mpYtW9KwYUMefPBBNm7caDmvXr16LFiwgLCwMJ566ikAvvzyS3r27EloaCgPPfQQ27dvt5x/5coVJk6cSJMmTWjVqhVLliyx%2B72JiIg4OyV%2Bpee0Q703unLlCp9//jlbt25l2rRpTJ06lYMHD/Lmm29Srlw5Xn/9dWJjY2nbti2enp4AfP7557z33nsUFBTw888/M2TIEIYNG0aXLl1ISkpi6NChlurhrl27CAkJYfXq1WzevJnp06fTtm1b6tatW%2BIYMzMzLQ9uvs6valWbPT/wH%2Bv3P3%2B78fAo/Co25%2B1t3/7Kly/8andG/BuuUqXwq739/pQBuwkOLvxqb1Wr2r/PypULv9rT6dP271OsxmQ2m81GB2Ft4eHhZGVl4e5%2BLa%2B9dOkSZcuWpV%2B/fowZM4aPPvqIhg0bcvfddwOQnp5O586d%2BeKLL6hRowb16tVjwoQJ9O3bF4Dp06ezd%2B/eQgs45s%2BfT/fu3fnkk09YsWIFycnJmEwmAJo1a8bEiRMtcwxLIi4ujvj4%2BEJtUcOGMXzEiFL9WYiIiFjVK6/AkCGGdD18uPWvGRdn/Wv%2BkzltxW/EiBF06tQJAC8vL/z8/HBzcwPg4YcfZuPGjXzwwQekp6ezZ88eAK5evWr5%2Bpo1a1reHzx4kAYNGhS6/jPPPGN5X6tWLUvSB9fmF16%2BfPkvxdu7d2/Cw8MLtflVrQpG5OUmkzH9Ahw7Zt/%2BPDygenU4dQquXLFv38CV6iV/sLY1eXgYcrsAfPedffsrXx4aNIA9e%2BDiRfv2DdAszYAV/1WqQNeusH49ZGfbv/8XX7Rvf8HBsGwZ9OsHaWn27RvgJo/isqnKlaFjR/jsMzh71v79i8Ny2sTP19eXOnXqFHts7Nix7Nq1ix49etC3b1/8/Pzo3bt3oXO8vLws769XDm/mekJ5o79aSPX39y86rOt8xdg/l5dnTL9XrhjXt4vJyTGm34sXDeo7M9OATn%2BXnW1M/7t22b9PuJb0GdG3kUOfZ8%2B61NCrK87JszanTfxuJicnh3Xr1vHBBx8QEhICQHJyMnDzZK1OnTrs27evUFufPn3o37%2B/bYMVERERCyV%2BpedSq3oBPD09KVeuHElJSRw7doyvvvqKSZMmAZB3k4pP37592blzJ0uWLOHw4cO8%2Buqr/PzzzzRt2tSeoYuIiIiUiksmfrNnzyYxMZGuXbsyY8YMhgwZgp%2BfX5Gq3nW33347cXFxfPjhh3Tr1o3ExEQWLVpEtWrV7By9iIiI69J2LqXnlEO9mzdvvuXxiIgIIiIiCrX16tXL8n7//v1FvqZDhw506NChSPvwYpYY/Vn/IiIiIkZwysRPREREnI8rVuisTYmfiIiIOAQlfqXncnP8RERERFyVKn4iIiLiEFTxKz1V/ERERERchCp%2BIiIi4hBU8Ss9JX4iIiLiEJT4lZ6GekVERERchCp%2BIiIi4hBU8Ss9JX4iIiLiEJT4lZ6GekVERERchCp%2BIiIi4hBU8Ss9VfxEREREXIQqfiIiIuIQVPErPSV%2BIiIi4hCU%2BJWehnpFREREXIQqfiIiIuIQVPErPVX8RERERFyEKn4iIiLiEFTxKz0lfiIiIuIQlPiVnoZ6RURERFyEKn4iIiLiEFTxKz0lfv9gVwtMhvTr5mZg3999Z98OK1eG2rXhp5/g7Fn79g30erau3fsMCoIXX4SxYyE93e7d8/G8A/bt0NMTqE2z6kchL8%2B%2BfQN8a/8uDffyy/btr2rVa6/R0XD6tH37Bhg61P59Nm4M//d/MH067Npl//6HDLF/n2IVSvxERETEIajiV3pK/ERERMQhKPErPSV%2BIiIiIjZiNpuZO3cuK1eupKCggF69ejF69GjKlCm6vnbcuHGsWrWqSHtYWBgJCQkANG3alPPnzxc6/u2331KhQoUSxaPET0RERByCI1b8lixZwrp164iPjyc/P58xY8bg6%2BvLoEGDipwbGxvLqFGjLJ8fP36c/v37M2DAAAAyMjI4f/48GzdupGzZspbzypcvX%2BJ4lPiJiIiI2EhCQgIjRoygadOmAIwePZoFCxYUm/hVrFiRihUrWj4fN24cDz74IBEREQAcOHAAPz8/ateu/bfjUeInIiIiDsHRKn4ZGRmcPHmSZs2aWdruu%2B8%2Bjh8/TmZmJv7%2B/jf92u3bt/PNN9%2BQmJhoafvll18IDAwsVUxK/ERERMQh2CLxy8zMJCsrq1Cbn5/fLZOykrp%2B3RuvVfX37YdOnTp1yz4WL15Mz549qVGjhqXtwIED5Obm0r9/fw4ePEj9%2BvWJiYn5S8mgEj8RERFxWe%2B//z7x8fGF2qKiohg%2BfHiJvv7SpUtkZGQUe%2BzixYsAeHp6Wtquv8%2B7xb6iR48eJSUlhdjY2ELt6enpnDt3jmeffRZvb29ee%2B01Bg4cyPr16/H29i5RvEr8RERExCHYouLXu3dvwsPDC7X5%2BfmV%2BOt3795tWXzxR2PGjAGuJXleXl6W9wDlypW76TUTExOpX78%2Bd955Z6H2N954gytXrlhW8M6ZM4d27drx%2Beef07179xLFq8RPREREXJa/v3%2BphnXDwsLYv39/sccyMjKYPXs2WVlZ1KpVC/jf8O%2BtksuvvvqK%2B%2B%2B/v0i7p6dnoeqhl5cXtWrVumnFsThFN5ERERER%2BQcqKLD%2Bhy1Vq1aNgIAAUlNTLW2pqakEBATcNNk0m8388MMPNGnSpEh7REQEH330kaXt4sWLHD58mKCgoBLHpIqfiIiIOARHW9UL0LdvX%2BbMmUP16tUBmDt3Lo8//rjleHZ2Nl5eXpbh2%2BPHj3PhwoUiw7wmk4n27dsTFxdHzZo1qVKlCgsWLKB69eq0a9euxPEo8RMRERGxkUGDBnHmzBmioqJwc3OjV69eDBw40HK8V69e9OzZ07KY5MyZMwBUqlSpyLXGjBmDu7s7o0aNIicnhxYtWrB48WLc3NxKHI8SPxEREXEIjljxc3NzIzo6mujo6GKPb968udDnoaGhN50z6OXlxbhx4xg3btzfjkdz/ERERERchCp%2BIiIi4hAcseL3T6PET0RERByCEr/S01CviIiIiItQxU9EREQcgip%2BpaeKn4iIiIiLUMVPREREHIIqfqWnxE9EREQcghK/0tNQr4iIiIiLUMVPREREHIIqfqWnip%2BIiIiIi3DJil94eDjHjx8v0t6kSRPee%2B89AyISERGRP6OKX%2Bm5ZOIHEBMTQ5cuXQq1eXh4GBSNiIiI/BklfqXnsolfxYoV8fPzMzoMEREREbvRHL8/yMnJITo6mpYtW9KwYUMefPBBNm7caDler149FixYQFhYGE899RQAO3fuJDIykpCQELp3705iYqJR4YuIiDitggLrf7gal6343czUqVM5ePAgb775JuXKleP1118nNjaWtm3b4unpCcDnn3/Oe%2B%2B9R0FBAVlZWQwePJiRI0fSpk0bvvvuO8aNG4evry9NmzYtcb%2BZmZlkZWUVavP19cPPz9%2Bq9/ePV7myffurWLHwq50FBdm/z1q1Cr/a3e//juzm%2BhQOo6Zy%2BBvwb7hKlcKv9la2rH37u/7/hr3//7iucWP79xkcXPjVnnbtsn%2Bfv3PFRM3aTGaz2Wx0EPYWHh5OVlYW7u6F896tW7fy6aef0rBhQ%2B6%2B%2B24A0tPT6dy5M1988QU1atSgXr16TJgwgb59%2BwIwf/58Dhw4QFxcnOU6M2bM4Pjx44Xa/kxcXBzx8fGF2oYNi2LEiOF/9zZFRESsz2QCg1KHu%2B6y/jV//tn61/wnc9mK34gRI%2BjUqVOhtnLlyvHwww%2BzceNGPvjgA9LT09mzZw8AV69etZxXs2ZNy/v09HQ%2B//xzGt/wG9%2BVK1cIDAz8S/H07t2b8PDwQm2%2Bvn7c0K3duLlhSL8Abl9ssm%2BHFStC8%2BawYwecP2/fvoGR6%2B63e5%2B1asGoUTB3Lhw7ZvfuefHZo/bt0MMDqleHU6fgyhX79g3wxRf277NKFejaFdavh%2Bxs%2B/dvRMWvY0f47DM4e9a%2BfQNMn27/PoODYdky6NcP0tLs379BVPErPZdN/Hx9falTp06R9jFjxrBr1y569OhB37598fPzo3fv3oXO8fLysrzPz8%2Bne/fulvl%2B1/2xmvhn/P398f/DkJBRyZehjPhPG64lfQb0nZ5u9y4tjh0zqP%2B8PAM65VrSZ0TfmZn27/O67Gxj%2Bi9f3v59wrV/w6dP279fA4c%2BSUsztn9xOC6b%2BBUnJyeHdevW8cEHHxASEgJAcnIyADcbEQ8MDGTXrl2Fksg333yTvLy8IsmgiIiI/H2q%2BJWeVvXewNPTk3LlypGUlMSxY8f46quvmDRpEgB5N6kU9OvXjx9//JEXX3yRQ4cOsXbtWubNm0dAQIA9QxcREXF6WtVbekr8buDp6cns2bNJTEyka9euzJgxgyFDhuDn58e%2BffuK/ZqaNWuyaNEivvrqK7p168b8%2BfMZN24cDz30kJ2jFxEREbk1lxzq3bx5802PRUREEBERUaitV69elvf79%2B8v8jWtWrXio48%2Bsl6AIiIiUoQrVuisTRU/ERERERfhkhU/ERERcTyq%2BJWeEj8RERFxCEr8Sk9DvSIiIiIuQhU/ERERcQiq%2BJWeKn4iIiIiLkIVPxEREXEIqviVnhI/ERERcQhK/EpPQ70iIiIiLkIVPxEREXEIqviVnip%2BIiIiIi5CFT8RERFxCKr4lZ4SPxEREXEISvxKT0O9IiIiIi5CFT8RERFxCKr4lZ4qfiIiIiIuQhU/ERERcQiq%2BJWeEj8RERFxCEr8Sk9DvSIiIiI2Zjabefzxx/noo49ued7Ro0cZOHAg9957L126dGHLli2Fjm/bto1u3boRGhrKgAEDOHr06F%2BKQ4mfiIiIOISCAut/2CfuAqZMmcLWrVtveZ7ZbGbYsGFUrVqVDz/8kB49ehAVFcWJEycAOHHiBMOGDSMyMpKVK1dSpUoVhg4ditlsLnEsSvxEREREbCQjI4P//Oc/bN68GR8fn1uem5KSwtGjR5k0aRJ169Zl8ODB3HvvvXz44YcArFixgoYNG/L4449z1113MX36dI4fP86OHTtKHI8SPxEREXEIjljx27NnDzVq1ODDDz%2BkYsWKtzx39%2B7d3HPPPZQvX97Sdt999/Hdd99Zjjdt2tRyrFy5cjRo0MByvCS0uENEREQcgi0StczMTLKysgq1%2Bfn54e/vb5Xrh4eHEx4eXqJzs7KyivTr6%2BvLqVOnSnS8JJT4/YO5udm/z8zMTN5//3169%2B5ttW/6v%2BTf/7Zrd5mZmbwfF2fY/X5s39sFrt1zXNz7REcb9HdMXbv2VujvuHZtu/YNwKhRdu/S6O9rezP8focMsXuXlnv%2B9FOX%2BDu%2B7i9MZSuxuLj3iY%2BPL9QWFRXF8OHDS/T1ly5dIiMjo9hjfn5%2Bhap3fyY3NxdPT89CbZ6enuTl5ZXoeEko8ZNCsrKyiI%2BPJzw83CX%2BM3G1%2BwXXu2dXu19wvXt2tfsF17xnW%2Bndu3eRipyfn1%2BJv3737t0MGDCg2GMvvfQSERERJb6Wl5cXZ8%2BeLdSWl5dH2bJlLcf/mOTl5eX96dzBGynxExEREZfl7%2B9fquQ5LCyM/fv3WyWWatWq8csvvxRqO336tCW%2BatWqcfr06SLH69evX%2BI%2BtLhDRERE5B8gNDSUPXv2cOnSJUtbamoqoaGhluOpqamWY7m5uezdu9dyvCSU%2BImIiIgYJDs7mwsXLgDQvHlzatSoQXR0ND///DOLFy/m%2B%2B%2B/p1evXgD8%2B9//5ttvv2Xx4sX8/PPPREdHU6tWLcLCwkrcn9uECRMm2OJGxHFVqFCB5s2bU6FCBaNDsQtXu19wvXt2tfsF17tndZT6%2BgAAHNZJREFUV7tfcM17dnRvv/02zZs3LzQ027VrVy5dukRYWBhlypShdevWrF27loULF5KRkcGMGTO45557APDx8eGee%2B5h8eLFvPnmm9x2223MmTOHSpUqlTgGk/mvbPcsIiIiIg5LQ70iIiIiLkKJn4iIiIiLUOInIiIi4iKU%2BImIiIi4CCV%2BIiIiIi5CiZ%2BIiIiIi1DiJyIiIuIilPiJiIiIuAglfiIiIiIuQomfiDitc%2BfOUVBQgB5QJCJyjbvRAYiIWJPZbGbRokW89dZbnD9/nsTERBYsWED58uV5/vnn8fT0NDpEm7hy5Qrbtm3jwIEDlClThnr16lme/Skicp2e1Ssu4Ztvvinxuc2aNbNhJMYqKCigTJkyZGZmkpqaSr169QgKCjI6LKuKj49n/fr1jB07lpEjR7J27VqOHDnC%2BPHj6dChA88//7zRIVpdeno6Tz75JNnZ2dxxxx0UFBRw%2BPBhatWqxWuvvUb16tWNDlFE/iGU%2BLmo4OBgTCZTic7dt2%2BfjaOxveDg4EKfm0wmzGYz5cqVw8PDg99%2B%2Bw03Nzd8fHzYvn27QVHaTmpqKs888wyzZ88mKCiIyMhILl%2B%2BTG5uLrNnz6Zz585Gh2g1999/PzNmzKBZs2Y0btyYNWvWULt2bXbu3MnTTz/N1q1bjQ7R6h599FH8/f2ZPHkyFSpUAOD8%2BfPExsZy6dIlFi9ebHCEtpGens7%2B/fu5fPlykWMPP/ywARHZXmpqKm%2B//TaHDx9m0aJFrF27lpo1a9K1a1ejQxMHoaFeF5WQkGB5/8MPP7BkyRKGDh1Ko0aN8PDwYO/evcTHxzNgwAADo7SetLQ0y/uVK1eycuVKpk6dSt26dQE4duwYzz//PK1btzYqRJuaPn06Xbp0ITQ0lDfeeAMvLy82b97M%2BvXrWbhwoVMlfmfOnMHf379Iu4%2BPDxcvXjQgItv78ccf%2BeijjyxJH0DFihV5%2Bumn6dWrl4GR2c5bb73FjBkz8PHxwdvbu9Axk8nklIlfUlIS0dHR/L//9//44osvyM/Px93dnXHjxnHu3Dn69etndIjiCMzi8h544AHzli1birSnpKSYO3ToYEBEttWiRQvzvn37irTv37/f3KxZMwMisr1GjRqZjx8/bjabzeaePXuaZ8yYYTabzeZjx46ZQ0JCjAzN6gYPHmx%2B4YUXzGaz2Xzvvfeajxw5Yj5//rx58ODB5sGDBxscnW307dvXnJCQUKR91apV5j59%2BhgQke21atXKvGTJEqPDsKvu3bub16xZYzab//e9bTabzWvWrDFHREQYGZo4EFX8hMzMTHx9fYu0lytXjt9%2B%2B82AiGzLZDKRkZFRZPj30KFDeHl5GRSVbVWtWpVffvmFixcvsnfvXsaNGwfAtm3bqFGjhsHRWdeECROIioriX//6F5cvX2bo0KGcOHGCgIAAXnnlFaPDs4lWrVoxZ84cduzYQZMmTXB3d2ffvn2sW7eO7t27Ex8fbzk3KirKwEit59KlS9x///1Gh2FXhw8f5t577y3SHhISQkZGhgERiSNS4ie0b9%2BemJgYnn/%2BeYKDgzGbzfzwww9MmTLFqYYAr%2BvXrx9jx47lscceK3S/CQkJDB8%2B3OjwbGLgwIEMGzaMMmXK0KhRI5o3b86iRYuIj49n%2BvTpRodnVdWrV2flypVs376d9PR08vPzCQwMpHXr1k67wvXrr78mJCSEs2fPsnnzZkt7aGgoR44c4ciRIwAlntfrCHr06MGyZct47rnnjA7Fbu68806%2B%2BuqrIkO6q1at4s477zQoKnE0Wtwh5OTk8N///pdPP/2UgoICANzd3enRowcvvPCCU1bB3n//fVasWMGBAwcAuOuuu3j00Ud56KGHDI7Mdvbu3cuJEydo3bo1ZcuW5bvvvqNs2bJFKp%2BO7sSJE8W2m0wmPDw8uO2223Bzc7NzVGIN/fv3tySvV65cYdeuXVSvXp1atWoVSepvnMfsLHbu3MlTTz1Fq1at2Lx5Mz169ODw4cP8%2BOOPvPLKK7Rs2dLoEMUBKPETi/Pnz3Pw4EFMJhOBgYFFJkyLY/vtt9/w8vLCy8uLtLQ0tmzZQoMGDZzuh0WDBg0sv8AUx93dnYiICCZPnuwU3%2BPff/89wcHBlv0JN27cyPbt27ntttv4v//7P6pVq2ZwhNZz45D1n3GWIe0/On36NO%2B%2B%2By4HDhzg6tWrBAYG0q9fPwICAowOTRyEEj9xSa62JcLGjRsZPXo0L7/8MjVr1iQyMpLq1atz4sQJRo0axaOPPmp0iFazcuVKXn/9dZ5//nnLfKgffviBadOm0b17d1q0aMHs2bOpU6cOU6ZMMTjav%2B/06dM88cQT7N%2B/n/Xr1xMUFMSiRYtYsGABoaGheHt788MPP/Duu%2B867TDgmTNn%2BO233wgMDATgk08%2BoVmzZvj5%2BRkcmW0MHTqUUaNGWXYjEPk7nHPCi/yp4OBg6tevX6IPZ5OUlMSTTz5JzZo1OXjwYKEtEZYtW2Z0eDYxf/58RowYQatWrVixYgU1atRg/fr1zJs3jzfffNPo8KwqLi6OadOm0bp1a7y9vfH29qZly5ZMnjyZd999l5CQEKKjo9m4caPRoZbKiy%2B%2BSIUKFfjiiy8ICgri3LlzvPzyy7Rp04bly5fz%2Buuv069fP%2BbOnWt0qDaxfft2OnbsyNq1ay1tCQkJdOnShdTUVAMjs51vv/0Wd3dNzZfS0XeQi3LG%2BS8lFR8fz4QJE%2BjevTvLly8H4PHHH8fPz4%2BFCxc65V5YR44csSzU2bRpEw8%2B%2BCBwbW5jdna2kaFZ3YULF4r94VimTBnOnz8PgLe3N1euXLF3aFaVnJxMfHy8ZSg3OTmZK1eu0Lt3b8s5HTt2ZOnSpUaFaFMzZ87kqaee4sknn7S0LV%2B%2BnFdffZVp06bx4YcfGhidbfTr14%2BRI0fSp08fAgICisy/duanDon1KPFzUc2bN7e8f/311%2BnWrZvLPNbJFbdECAgI4Ouvv6ZatWocPHiQ8PBwANauXcsdd9xhbHBW9sADDxATE8P48eNp2LAhZrOZPXv2MGXKFCIiIsjNzWXx4sWEhIQYHWqpnDt3rtBG1du3b8fd3b3QnM2KFSuSn59vRHg2d%2BjQIcsvMDfq3LkzL7/8sgER2d71%2Bxo/fnyRYyaTySmesiS2p8RPWLRoEQ888IDRYdiNK26JMGLECMaOHcvVq1dp3749jRo1YubMmSxfvvwvTZh3BOPHj2fy5MkMGjTIkvR4eHgQGRnJ4MGD2bp1K3v27GHOnDkGR1o6t99%2BOz///DMBAQFcuXKF5ORkmjdvTvny5S3nbN26ldq1axsYpe0EBQWxYcMGBg8eXKh98%2BbN3H777QZFZVs3PoFI5O/S4g5hwoQJ5OXl8eSTTxIQEGBZHeisXHVLhOzsbDIyMizzNtPT0/Hx8aFq1aoGR2YbFy9etOzjd%2BjQIdauXUtKSgp79uwxOjSrSEhIYMmSJTz22GPs3LmTpKQkXnvtNdq0acOVK1f48ssviYmJ4amnnuKxxx4zOlyr%2B/LLLxk6dChNmjShQYMGAOzfv5%2BdO3cSFxdHu3btDI7QNvLz8zlz5gxXr14FwGw2k5eXx759%2B%2BjSpYvB0YkjUOInhIeHc%2BLEiZtu7uqMwwdZWVksW7bMpbZEcLUfGKmpqaxevZpPP/2UnJwc6tatS9%2B%2BfXnkkUeMDs1qEhISWL16NSaTif79%2B1ueTzthwgRWrFhBnz59iI2NddqNq3/55RdWrlzJwYMHcXd3p06dOvTt29dpq5wbN27khRde4OzZs0WO%2Bfn58eWXXxoQlTgaJX7Cjh07bnn8xvmAzmDt2rVERERQrlw5o0OxG1f5gXH8%2BHFWr17Nxx9/zNGjR/Hx8eG3335j7ty5Tpnc3sypU6fw9PSkSpUqRodiM664tUnnzp1p1qwZAwcOpG/fvixevJizZ88yefJkhg4dSmRkpNEhigPQHD%2BxJHY5OTkcOXKEO%2B%2B8k7y8PKfY3LY4c%2BbM4YUXXqBt27Z069aNdu3aOeXTSW40d%2B5cOnbseNMfGI7uww8/ZPXq1ezcuRN/f3/Cw8Pp1KkTzZo1IzQ0lLvvvtvoEG3ObDazdetWDhw4gIeHB3Xr1iUsLMzosGzGFbc2OXr0KK%2B%2B%2Biq33347DRs2JCsri4iICMqUKcOsWbOU%2BEmJuNa/GilWXl4ekyZN4qOPPgIgMTGRmTNnkpuby7x586hUqZLBEVpXcnIyu3btIikpiZkzZzJu3DjCw8Pp0qULbdq0wcPDw%2BgQrc7Zf2DExsZSp04dZs6c6dSP3buZ/fv3ExUVxZkzZ7jjjjswm80cOnSIwMBAFi5cSK1atYwO0epccWsTHx8fcnNzAQgMDCQtLY2IiAiCgoI4duyYwdGJo9BQrzBlyhR%2B/PFHJk6cSJ8%2BfVizZg0XL14kOjqaunXrMnv2bKNDtKk9e/aQmJjIu%2B%2B%2Bi7u7O19//bXRIVldq1atWLJkCfXq1WPKlClUrlyZqKgojh8/Trdu3di1a5fRIZbKRx99xPr160lJScHHx4f27dsTERFB69atadKkCR9//LHTrtgG6NOnD7Vq1WLixIlUqFABuPaIvpiYGC5cuMCSJUsMjtD6bvWMaWfd2iQ6OprDhw8zadIkDh48yKxZs5g/fz6JiYmWD5E/o4qfkJSUxEsvvUS9evUsbfXq1WPy5Mk8/vjjBkZmWxcvXuSLL74gKSmJLVu2UK1aNaedB9auXTsmTpzIpEmTCAsLY9asWXTo0IHExMRCe8E5qsjISCIjI8nOzmbDhg188sknREVFUbZsWQoKCvj666%2BpU6eOU1ZzAfbu3cv06dMtSR9cqw6NHDnS4au5N%2BOKW5vExsYydepUfvzxR3r06EFiYiK9evWifPnyTv8LuliPEj/hwoULxS50KCgosKwAdSarVq0iKSmJbdu2UbVqVbp06cLSpUtvWUFwdK7yA6NKlSo88sgjPPLII5w6dYp169bxySefMHnyZOLi4ujRowfR0dFGh2l1oaGhbN%2B%2B3fLM2uu%2B/fZbp3zs4nWusFL9kUce4ZVXXsHHxwdvb2%2BmT5/OpUuXMJlMzJkzhwkTJuDl5eW0v9SI9WmoVxgzZgwXL15k5syZtGnThjVr1gAwevRoatWq5XTP%2Bmzbti0PPvggXbt2JTQ01OhwDJOTk%2BMyPzAOHTpkSQI/%2BeQTo8Oxihs33j516hSrV68mIiKCkJAQypQpw08//cS6det49NFHGTt2rIGR2oarrFQPDg5m69at%2BPr6WtquT19w1m1rxLaU%2BAnnz58nJiaGTZs2UVBQgI%2BPD%2BfPn6d169bMnj2bypUrGx2iVZnN5pvuWehMVq9eXeJzr%2B//Jo6jf//%2BJTrPZDI55bO5XWVrk%2BISv8aNG7NmzRolfvK3aKhXqFixInFxcRw9epQDBw6Qn59PYGCgU%2B2PNWDAAOLj4/Hx8eE///nPLc91lh%2BSCxcuLNF5JpNJiZ8Deuedd4wOwVDOvlJdxFaU%2BAnffPON5f31yeHZ2dn8%2BuuveHh44Ofn5/BPtGjevLllSNPZNqS%2Bmc2bN9/y%2BOXLl51%2B/0Jntnr1arp06YKnp%2BefVnedMbHX1iYif48SPyE2NpZjx45RUFBApUqVMJvN/Pbbb5hMJkwmE2azmZCQEOLi4hx2BWhUVJTlfatWrWjSpImB0djfuXPnGD9%2BPHfddZflz6JTp040adKESZMmUbFiRYMjlL9q4cKFtGvXDk9Pz1tWd521ouvsK9VvtGHDhkIb6hcUFPDZZ58VeTKLM/49i/Vpjp/wyiuv8MUXXzBjxgzLqsCjR48SExNDeHg4PXr0YMKECUDJhw//yUJCQvD19eXBBx%2BkW7dulge8O7Onn36aM2fOMHHiRMsQ/r59%2B5g2bRoBAQHMnDnT4Ajl7zp9%2BjSVK1e2PMViz549pKSk4OvrS6dOnShfvrzBEdpGTk4OU6dOJSwsjB49ejBmzBjWr19vWakeHh5udIhWUdL7MJlMbNq0ycbRiDNQ4ie0aNGCt956q8h2JmlpaQwcOJCUlBQOHDhAnz59Cg0LO6oLFy7w%2Beefk5SUxFdffYWfnx%2BdO3emS5cuhfYydCZNmzbl/fffLzJv8%2Beff%2BaRRx750%2Bc1yz/PxYsXefbZZ0lOTmbdunXUrVuXVatWERsbS/Xq1fHy8iIvL49ly5ZRrVo1o8O1mo8//pjPPvsMDw8P7r//frp162Y55kor1UX%2BrjJGByD/DL/%2B%2BmuxbTfu4%2BcsK2ErVKhAt27dWLhwIdu3b2f06NGcPHmSfv36Ffoh4kzKli3LqVOnirRnZ2e73PNOncXChQs5fvw4S5cuJSgoiIsXLzJlyhRCQkJITExkw4YNlpX5zuLtt98mJiaGS5cukZubS3R0NPPmzbMc9/b2VtIn8if0P77Qq1cvnnvuOUaOHEnDhg0xm83s2bOHBQsW0LNnT3799Vdmz57tlIsifvrpJ3bv3s2ePXsoU6YMjRo1Mjokm4iMjCQmJoaRI0dahrbT0tJYsGABPXr0MDg6%2BTuSkpKYNm0a9913HwBbtmzhwoUL9O/f35L8REZGMnjwYCPDtKrly5czdepUy1y2pKQkoqOjGTlypNP8Yipia0r8hFGjRlGhQgVefPFFMjMzAfD39%2BfRRx9l0KBBbNu2DXd3d8aPH29wpNaxY8cOkpKS2LhxI%2BfOnaNDhw6MHDmStm3b4unpaXR4NvH0009jNpuZMWOGZcPb2267jf79%2B/Pkk08aHJ38HVlZWdx%2B%2B%2B2Wz7dt24abmxutW7e2tFWtWtWy8tUZHD16lJYtW1o%2BDw8PJzc3l8zMTKcazhaxJSV%2BgslkYsiQIQwZMoRff/0Vd3f3Qqs827RpQ5s2bQyM0LqeeOIJ2rZty9ixY%2BnQoUOxj6tzFn%2BcD5WSkkJ2djYeHh5ayevgqlWrxtGjRwkICMBsNpOcnExoaCiVKlWynLNr1y5q1KhhYJTWlZ%2BfX2hqgru7u2Uuo4iUjBI/AeDw4cP8%2BOOPXLlypcgxZ9sioGvXrgwZMqRQtcQZvf3228yaNYuWLVuSn59PdHQ0P/30E88%2B%2B6zRoYkV9OjRg6lTp/L000%2BTkpLCyZMnGTVqlOV4Wloa8%2BbN46GHHjIwShH5p1HiJ7z%2B%2BuvMmTOHSpUqWTZwvs4Z9wDbtGkTw4YNMzoMm9N8KOc2ZMgQcnJyiImJwWQyMWLECMvipJkzZ7JkyRLat2/PkCFDDI7UurSnnUjpaDsXoVWrVgwaNIhBgwYZHYpdvPzyy%2BzatYuBAwcSEBBQ5OkVjv6UkusaNmzIpk2bLHOf8vPzCQkJ4fPPP9d8KCe3f/9%2Brl69yj333GN0KFalPe1ESk8VP%2BHy5ct06tTJ6DDs5vom1F999RXwv21qzGYzJpOJffv2GRabNWk%2BlOty1v0o/%2BwxhCLy55T4Cd27d2fZsmWMHTvWJYYAVQkQERFXpcRPyMnJYeXKlaxbt45atWoV2QA1ISHBoMhso2bNmkaHYDeaDyUiIjfSHD8hPj7%2BlsejoqLsFIl9BAcH37Ky6SxDvZoPJSIif6TET1zOH59Le/XqVY4cOcKSJUt45plnePDBBw2KTERExLaU%2BAkAa9as4a233uLIkSOsWrWKhIQE/Pz8XOqpDl9//TXTp09n9erVRociIiJiE2WMDkCMt2zZMmbNmkVkZKRlA%2BeGDRvyxhtv/OkwsDOpUqUK6enpRochIiJiM6r4CZ07d%2Ba5556jffv2NG7cmDVr1lC7dm2Sk5MZP348ycnJRodoVcVV9C5cuMDKlSupWLGi0y1mERERuU6reoUTJ05Qt27dIu21a9fm7NmzBkRkW9f38bvOZDLh4eFBo0aNeOaZZwyKSkRExPaU%2BAmhoaGsXr2a4cOHW9rMZjNvvvkmISEhBkZmfadPnyYpKcmysfGePXtISUnB19eXTp06Ub58eYMjFBERsR0N9Qo//fQTTz75JL6%2BvqSlpdGyZUsOHTpEbm4ur7/%2BOvXr1zc6xFK7cOECo0aNIjk5mXXr1lG3bl1WrVpFbGws1atXtzzR4t1336V69epGhysiImITSvwEuPbYtrVr13LgwAGuXr1KYGAgDz30EBUqVDA6NKuYMWMGW7duZcKECTRp0oTc3FzatGnDXXfdxTvvvIOHhwf//e9/uXDhAnPmzDE6XBEREZvQUK8A4OXlRWRkJGXKlCEzM5PU1FQyMzMJDAw0OjSrSEpKYtq0adx3330AbNmyhQsXLtC/f3/Lk0oiIyMZPHiwkWGKiIjYlLZzEVJTU2nTpg07duwgMzOTyMhIxo8fT/fu3dmwYYPR4VlFVlYWt99%2Bu%2BXzbdu24ebmRuvWrS1tVatWJTc314jwRERE7EKJnzB9%2BnS6dOlCaGgoH3zwAV5eXmzdupXJkycXWQHrqKpVq8bRo0eBawtXkpOTCQ0NpVKlSpZzdu3aRY0aNYwKUURExOaU%2BAk//fQT//nPfyhXrhybN2%2BmU6dOeHp60rx5c06cOGF0eFbRo0cPpk6dyqZNm5g2bRonT56kX79%2BluNpaWnMmzdPj2sTERGnpjl%2BQtWqVfnll1%2B4ePEie/fuZdy4ccC14VBnqYANGTKEnJwcYmJiMJlMjBgxgm7dugEwc%2BZMlixZQvv27RkyZIjBkYqIiNiOVvUKCQkJzJ49mzJlynD33XezYsUKFi1aRHx8PNOnT6d79%2B5Gh2hT%2B/fv5%2BrVq9xzzz1GhyIiImJTSvwEgL1793LixAlat25N2bJl%2Be677yhbtizBwcFGhyYiIiJWoqFeAaBWrVrUrVsXLy8v0tLS2LlzJw0aNDA6LBEREbEiLe4QNm7cSNu2bUlNTeXw4cM88sgjrFq1iqFDh7J06VKjwxMRERErUeInzJ8/nxEjRtCqVStWrFhBjRo1WL9%2BPfPmzePNN980OjwRERGxEiV%2BwpEjR%2BjcuTMAmzZtomPHjgDcddddZGdnGxmaiIiIWJHm%2BAkBAQF8/fXXVKtWjYMHDxIeHg7A2rVrueOOO4wNTkRERKxGiZ8wYsQIxo4dy9WrV2nfvj2NGjVi5syZLF%2B%2BnPj4eKPDExERESvRdi4CQHZ2NhkZGdSvXx%2BA9PR0fHx8qFq1qsGRiYiIiLUo8RMA8vPzOXPmDFevXgWuPc82Ly%2BPffv20aVLF4OjExEREWtQ4ids3LiRF154gbNnzxY55ufnx5dffmlAVCIiImJtWtUrzJ07l44dO7J%2B/Xp8fHxYvnw5ixYtombNmjzzzDNGhyciIiJWosUdwtGjR3n11Ve5/fbbadiwIVlZWURERFCmTBlmzZpFZGSk0SGKiIiIFajiJ/j4%2BJCbmwtAYGAgaWlpAAQFBXHs2DEjQxMRERErUuIntGvXjokTJ/LLL78QFhbGxx9/zJ49e3j//ffx9/c3OjwRERGxEiV%2BQmxsLHXq1OHHH38kIiKC0NBQevXqxbvvvstzzz1ndHgiIiJiJVrV68I%2B/vhjPvvsMzw8PLj//vvp1q2b5VhOTg5eXl54eHgYGKGIiIhYkyp%2BLurtt98mJiaGS5cukZubS3R0NPPmzbMc9/b2VtInIiLiZFTxc1GdO3dm8ODBPPzwwwAkJSURHR3Nzp07MZlMBkcnIiIitqCKn4s6evQoLVu2tHweHh5Obm4umZmZBkYlIiIitqTEz0Xl5%2Bfj7v6/bRzd3d3x8vIiLy/PwKhERETElpT4iYiIiLgIPbnDhW3YsAFvb2/L5wUFBXz22WdUqVKl0HnX5wGKiIiIY9PiDhcVHh5eovNMJhObNm2ycTQiIiJiD0r8RERERFyE5viJiIiIuAglfiIiIiIuQomfiIiIiItQ4iciIiLiIpT4iYiIiLgIJX4iIiIiLkKJn4iIiIiLUOInIiIi4iL%2BPxI5K6eZVG%2BMAAAAAElFTkSuQmCC\" class=\"center-img\">\n",
       "</div>\n",
       "    <div class=\"row headerrow highlight\">\n",
       "        <h1>Sample</h1>\n",
       "    </div>\n",
       "    <div class=\"row variablerow\">\n",
       "    <div class=\"col-md-12\" style=\"overflow:scroll; width: 100%%; overflow-y: hidden;\">\n",
       "        <table border=\"1\" class=\"dataframe sample\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>PassengerId</th>\n",
       "      <th>Survived</th>\n",
       "      <th>Pclass</th>\n",
       "      <th>Name</th>\n",
       "      <th>Sex</th>\n",
       "      <th>Age</th>\n",
       "      <th>SibSp</th>\n",
       "      <th>Parch</th>\n",
       "      <th>Ticket</th>\n",
       "      <th>Fare</th>\n",
       "      <th>Cabin</th>\n",
       "      <th>Embarked</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>Braund, Mr. Owen Harris</td>\n",
       "      <td>male</td>\n",
       "      <td>22.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>A/5 21171</td>\n",
       "      <td>7.2500</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Cumings, Mrs. John Bradley (Florence Briggs Th...</td>\n",
       "      <td>female</td>\n",
       "      <td>38.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>PC 17599</td>\n",
       "      <td>71.2833</td>\n",
       "      <td>C85</td>\n",
       "      <td>C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>Heikkinen, Miss. Laina</td>\n",
       "      <td>female</td>\n",
       "      <td>26.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>STON/O2. 3101282</td>\n",
       "      <td>7.9250</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
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       "      <th>3</th>\n",
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       "      <td>Futrelle, Mrs. Jacques Heath (Lily May Peel)</td>\n",
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       "  </tbody>\n",
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       "</div>\n",
       "</div>"
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      "text/plain": [
       "<pandas_profiling.ProfileReport at 0x115ef34e0>"
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   "execution_count": 9,
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       "<div>\n",
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      "text/plain": [
       "   PassengerId  Survived  Pclass  \\\n",
       "0            1         0       3   \n",
       "1            2         1       1   \n",
       "2            3         1       3   \n",
       "3            4         1       1   \n",
       "4            5         0       3   \n",
       "\n",
       "                                                Name     Sex   Age  SibSp  \\\n",
       "0                            Braund, Mr. Owen Harris    male  22.0      1   \n",
       "1  Cumings, Mrs. John Bradley (Florence Briggs Th...  female  38.0      1   \n",
       "2                             Heikkinen, Miss. Laina  female  26.0      0   \n",
       "3       Futrelle, Mrs. Jacques Heath (Lily May Peel)  female  35.0      1   \n",
       "4                           Allen, Mr. William Henry    male  35.0      0   \n",
       "\n",
       "   Parch            Ticket     Fare Cabin Embarked  \n",
       "0      0         A/5 21171   7.2500   NaN        S  \n",
       "1      0          PC 17599  71.2833   C85        C  \n",
       "2      0  STON/O2. 3101282   7.9250   NaN        S  \n",
       "3      0            113803  53.1000  C123        S  \n",
       "4      0            373450   8.0500   NaN        S  "
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   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
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